jyx_code4/models/eth_ai_strategy/model.txt

tree
version=v4
num_class=3
num_tree_per_iteration=3
label_index=0
max_feature_idx=44
objective=multiclass num_class:3
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 Column_12 Column_13 Column_14 Column_15 Column_16 Column_17 Column_18 Column_19 Column_20 Column_21 Column_22 Column_23 Column_24 Column_25 Column_26 Column_27 Column_28 Column_29 Column_30 Column_31 Column_32 Column_33 Column_34 Column_35 Column_36 Column_37 Column_38 Column_39 Column_40 Column_41 Column_42 Column_43 Column_44
feature_infos=[-0.32929379975043827:1.3186072738236634] [0.0062415918378851201:0.76534221495796362] [-0.86646799737647517:1.8798008521531522] [0.016501746385378869:1.030188142788824] [0.0020942408377003802:1] [0.0057077870523357405:1.1726542739974952] [0.20942408377003802:100] [2.2421236850064901:97.774520725098341] [-227.20453982079519:225.1607366139626] [-99.790575916229969:0] [3.7549407114625097:96.677559912853965] [-1.4319392385085736:2.3421727533853125] [0.013180778032036629:0.84139965142780537] [-4.1464689987521899:4.0930363691183089] [0.0001579038050027154:4.1464689987521899] [-0.57183758784000882:1.5828870267101685] [0.0031710561880764349:0.44842226887241071] [-3.6592702619610424:3.6304737053073564] [-0.41481756549026017:1.4076184263268401] [0:1] [-333.5909090894865:1219.9000000080416] [-0.23186298740949635:0.50395529377922632] [-0.53661724968804791:1.5232590922795763] [0.0049932734703079986:0.61227377196637089] [-0.18022166524532049:1.7943067043790522] [-0.38196090311103692:0.052699749047994127] [-0.32061652579060407:0.082454328067758015] [-0.21049386410881449:0.045784023988779843] [-0.94458618419801144:0.16626182773081996] [-0.15977272899844941:0.076203373988398271] [-0.19363990704664724:0.040362908023211415] [-0.14296807701149877:0.035930099660337167] [-0.057135612415882137:0.036846732232565571] [0.0030575517549550992:0.26674383018793896] [-0.21695197337137417:0.15742191580486775] [-0.24870506984774754:0.17278373800112923] [-0.27639239811051297:0.31996239423378237] [-0.32149691686157766:0.3291549148647237] [-0.47418433483466982:0.34440614227514876] [0.00048177258830491384:0.13833011230239659] [0.0011501067353222334:0.08887578740509415] [0:0.27728859875512374] [0.001843317972353789:1] [-1:1] [-1:1]
tree_sizes=3440 3350 3409 3467 3511 3493 3499 3475 3513 3281 3440 3482 3475 3444 3249 3506 3060 3486 3503 3149 3495 3395 3474 3515 3500 3492 2915 3518 3478 3512 2958 3486 3274 2281 3495 2514 3390 3480 2840 1984 3494 3479 1981 3475 3518 1884 3455 3492 3485 2721 1663 2307 3259 2925 2972 2944 3511 2411 2840 2394 3477 3484 3508 1988 3287 2093 1985 3387 2098 2512 3481 3494 1990 2730 2202 3345 2706 3196 1980 3484 1979 2294 3451 2744 2944 3464 2858 3512 3389 3489 2629 2739 2514 1982 3497 3136 2832 3478 3492 3510 3476 3497 1867 2920 3489 3173 2949 2862 1977 2847 3512 2943 3493 3517 3287 3286 2518 2283 3502 3507 3383 3037 3495 2068 3486 2217 3177 3162 2189 1976 2853 3488 2296 3389 3363 1971 2932 3459 3504 2493 3513 2266 2316 1964 1888 2191 3508 2735 2308 3499 1964 2308 3457 2083 2527 3492 2088 3060 3489 3491 2091 3286 2168 2400 3459 3509 2203 3509 1989 2911 3264 3485 2388 3523 3496 1545 1966 3292 1976 2627 1991 2189 2631 1874 2958 2209 3393 1879 3515 2633 1098 3502 1222 3398 3515 3152 2606 3178 1891 1954 2962 2304 2608 3490 2861 2839 3481 1330 2514 3267 2484 3482 1549 2305 3482 1968 3158 1301 3502 3070 2701 3504 1737 3130 2928 1845 2431 1439 3381 2736 2722 3457 1876 2948 3517 3501 3500 2638 1208 1548 2630 2705 3489 2631 1559 1978 2640 1416 2972 1753 1219 1548 2305 2797 3291 3504 1760 2709 3494 1750 3504 1881 2074 3501 3461 3493 2092 1100 3460 3486 2645 3384 3085 1330 1872 1556 1873 1651 2814 3256 2711 3387 2837 3456 2742 2291 2741 1553 1652 2793 3297 2946 2080 3487 2185 2428 2959 2205 2942 3072 1986 3510 1441 2534 3268 3509 1123 2597 3487 2950 2084 2626 1331 1989 2685 1551 2691 1452 3396 1657 1231 2432 1011 3185 2761 1656 3298 2843 2000 1985 1863 1224 3519 2927 3494 2975 2845 2199 2926 2195 3048 2106 3166 3385 3125 2067 2475 1226 1954 1538 2736 2195 1552 3484 3468 1111 3038 1555 1109 1320 1753 1642 1541 1877 3379 1117 3059 1858 2958 2083 2928 2704 1126 1538 1866 2651 1225 3309 3515 3473 2726 1332 3517 1342 2846 2715 3496 3151 1015 3281 1654 2827 2087 1734 910 1342 2849 1981 3507 3504 1647 2515 3495 1541 2696 3472 3486 3367 2849 3387 1872 2728 3496 1771 3168 2193 3520 1676 1534 2610 2711 2855 1441 2429 2622 1983 3056 1744 2624 2206 3495 1207 2397 1217 1438 1966 2063 1772 3473 3514 2622 1864 1446 1986 2942 1965 3500 2388 915 1020 1566 1628 2631 1973 3259 2415 2859 1744 1335 2315 3498 2517 1227 3431 3415 2084 1631 3505 2533 1762 3493 2722 999 2403 1866 3266 2439 3488 1879 2858 1651 2422 2823 2311 1654 1338 2519 1450 2531 2403 3276 2510 2740 1125 1339 3286 3046 2430 1664 2404 2755 3388 2831 2679 1974 3500 2648 1656 1860 2771 3140 3505 3461 1757 3495 2625 3490 3346 3295 1226 1984 3137 1862 1950 1429 2190 2081 2327 2647 1877 3478 1652 2628 2214 2716 1857 1122 2841 1650 1886 3496 3070 1124 2604 3472 2954 1458 2513 2200 1227 3067 2426 1208 1101 3193 1647 1731 2748 3156 2308 1223 1118 2607 2968 2859 1873 3502 1886 2933 3469 2524 3504 2209 1977 1881 2428 1881 1439 1332 2053 1233 3494 2628 3262 3499 1326 1122 2754 2411 1872 2524 1317 3491 1334 3276 1757 1959 3512 1856 3519 1353 3213 2106 1206 2494 2740 2819 2856 1326 3069 1396 1862 1765 3166 1242 2176 2415 3512 1019 3508 2711 1989 2842 1769 1650 3446 1986 1868 1652 2497 2398 2743 3288 1982 3498 1764 3480 2071 3519 3480 2063 3490 3385 2431 3512 1543 1971 3506 2410 3478 2200 2922 2836 2952 1211 2080 1545 1640 2387 1998 3371 3480 2638 3265 3495 1449 2086 2073 2636 3163 3377 1231 2098 2848 2753 1782 2298 3363 2110 2379 3494 2932 3504 1231 1751 1428 1431 2293 3492 1437 1235 3482 3518 3461 2505 1421 2331 3015 3489 1853 1954 3509 2196 2491 3507 2423 3369 3515 2864 3378 3497 2192 2396 3064 3077 2845 3475 1886 2183 2521 2323 2094 2743 2076 2096 1229 2405 2204 2905 2098 2102 1239 1123 1225 1978 3273 3498 2148 3076 1332 1427 2518 3439 3509 2940 3482 3284 2287 3277 3082

Tree=0
num_leaves=31
num_cat=0
split_feature=38 28 44 5 28 40 27 32 28 24 31 12 40 31 11 12 1 5 30 28 31 40 33 3 32 20 3 27 38 28
split_gain=29.7424 39.9042 30.8659 26.7586 20.9447 18.353 17.1915 16.3558 15.849 13.0258 20.4197 23.1357 29.9821 19.7253 18.4645 17.9289 16.5449 16.0481 15.1498 13.7038 13.6136 9.24807 14.3728 9.6695 8.68312 8.66492 7.63692 7.11702 6.90079 6.884
threshold=0.0010551481849528923 -0.035305863462602248 -0.12940952255126037 0.075865761942592244 0.11463978327039731 0.0030713528812234682 0.01864132242979764 -0.0011555684139967126 0.055453614248007328 -0.022162966821130444 -0.0063901315913500204 0.064144110372399629 0.006620676053516847 -0.001654605622501434 0.17099372266626583 0.091029586418570202 0.02175978574808685 0.041582238281925109 -0.0032079026126467787 -0.015921297291921831 -0.00072377674205253669 0.006103010181678358 0.010275583946850323 0.061102412691520912 0.0038480417263824182 0.58265268212618471 0.090545021417081387 -0.008488954808054068 0.0075167496588579583 -0.017854533412139429
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 7 5 24 28 -7 8 -3 26 11 12 27 16 15 -13 -12 -18 -15 -16 -20 22 -9 -23 -5 -10 -1 -11 -4 -14
right_child=1 2 3 4 -6 6 -8 21 25 10 13 14 29 18 19 -17 17 -19 20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.90420591997330002 -0.85552435710604402 -0.89926408894775711 -0.87129158764361914 -0.90666932149634827 -0.86586739682749869 -0.88881037010612729 -0.84178865497948807 -0.90298388804164631 -0.84559124785276141 -0.87127764732892587 -0.8556715789372169 -0.84970207871674375 -0.94295660295169981 -0.8781613551307339 -0.91844677166835653 -0.91122789197606724 -0.90440539532357467 -0.88327044207441441 -0.92596917876224427 -0.87231261607536814 -0.90489265739887814 -0.92269389091225784 -0.86253263616351683 -0.90497234045186437 -0.93745549320069599 -0.88924712629791003 -0.8639670144334195 -0.91093124591503016 -0.83060712220948363 -0.91504138697705384
leaf_weight=18.106819689273834 66.270960062742233 91.982644021511078 26.435956746339798 47.439867585897446 20.279638051986694 739.84465250372887 19.917501658201218 256.75470319390297 27.522365927696228 22.814592808485031 29.333047896623611 28.608775109052658 116.24578240513802 45.267049223184586 105.01955419778824 19.917501658201218 194.82937985658646 166.2206047475338 90.534098446369171 18.831092476844788 505.90454211831093 127.10987421870232 23.901001989841461 198.08860740065575 45.267049223184586 19.917501658201218 32.592275440692902 22.090320020914078 18.106819689273834 28.246638715267181
leaf_count=50 183 254 73 131 56 2043 55 709 76 63 81 79 321 125 290 55 538 459 250 52 1397 351 66 547 125 55 90 61 50 78
internal_value=-0.897973 -0.893548 -0.895069 -0.888927 -0.911682 -0.885723 -0.887564 -0.902623 -0.887203 -0.903268 -0.904177 -0.914399 -0.926461 -0.900587 -0.901109 -0.875033 -0.891733 -0.894688 -0.905982 -0.911377 -0.908104 -0.906181 -0.89951 -0.91192 -0.921782 -0.863758 -0.87842 -0.890881 -0.854527 -0.93755
internal_weight=3173.4 1728.84 1662.57 917.291 112.987 804.305 759.762 745.277 139.423 1444.56 1393.86 361.774 189.397 1032.09 172.377 48.5263 390.383 361.05 641.706 123.851 596.439 605.854 280.656 325.198 92.7069 47.4399 50.6991 44.9049 44.5428 144.492
internal_count=8763 4774 4591 2533 312 2221 2098 2058 385 3989 3849 999 523 2850 476 134 1078 997 1772 342 1647 1673 775 898 256 131 140 124 123 399
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=40 15 4 8 21 5 40 10 31 12 15 12 31 1 39 28 16 39 29 42 8 15 28 5 20 38 28 42 10 40
split_gain=25.7205 16.3962 16.6468 14.2817 17.6885 7.80578 11.8037 7.50449 6.26541 10.375 7.27637 12.6981 6.16351 5.6964 4.70427 9.63204 7.32758 8.12884 5.81917 2.81261 8.55901 14.7721 5.06302 17.2948 5.01596 6.31633 2.72202 3.62145 2.62445 2.85652
threshold=0.0093459831209457087 -0.062720134170144534 0.56548733000564355 -28.932384977658547 -0.0027185763449136834 0.016581576393554995 0.006233465887098868 46.245523500524534 0.0085295060515764975 0.038159140185480292 0.95787046467348158 0.021318546295392028 0.0033038472700123232 0.12331387020948489 0.0072098793202287322 -0.028123411753911694 0.032718987364720474 0.0099226339083083107 -0.0020950886470190717 0.60807448166783973 37.85859654460166 0.85339521032907295 0.048869625941551843 0.063578205897773354 -1.7596573358784739 0.058608036847904062 0.1057500343987043 0.85782957606546906 19.316766456819099 0.012617762945769299
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 5 7 -3 -7 -5 10 -10 12 -12 -4 -11 18 -16 -17 -18 -1 20 22 -22 28 -24 25 -21 -26 -28 -2 -30
right_child=19 2 8 4 -6 6 -8 -9 9 13 11 -13 -14 -15 15 16 17 -19 -20 24 21 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=-2.5951514680392944 -2.5572074006594683 -2.5137035410232 -2.578881281933358 -2.5591988143348865 -2.4472890923332793 -2.5776098352783832 -2.5459169185894184 -2.530195774039615 -2.530507142180034 -2.5963019477030467 -2.4989867973502302 -2.5600876864900908 -2.5526292151975598 -2.5552046045206716 -2.5971300562934831 -2.5935127759920968 -2.4984226821433779 -2.5748212898129319 -2.5421378604833804 -2.5216901119815609 -2.4883513482550246 -2.5946129521780477 -2.5079271147677993 -2.5991176677894003 -2.595790358397867 -2.5899225266987718 -2.5397037282080577 -2.5950818018889703 -2.5951514680392944 -2.5779101358239012
leaf_weight=56.502638339996338 7.3283497095108023 8.1780134439468366 95.268546223640442 35.473460912704468 5.3103983402252188 68.079306721687317 51.404655933380127 62.768908381462097 8.7090532779693586 45.66942572593689 8.9214692115783674 158.78091037273407 28.9947749376297 10.089756846427916 15.400155186653135 5.4166063070297268 9.3463010787963849 5.3103983402252188 5.5228142738342276 5.9476461410522443 6.7973098754882795 6.0538541078567505 9.2400931119918841 11.576668381690977 78.806311368942261 7.540765643119812 5.310398340225218 6.3724780082702637 56.502638339996338 44.076306223869324
leaf_count=532 69 77 897 334 50 641 484 591 82 430 84 1495 273 95 145 51 88 50 52 56 64 57 87 109 742 71 50 60 532 415
internal_value=-2.56804 -2.56306 -2.5599 -2.54946 -2.53565 -2.56071 -2.56401 -2.5406 -2.5667 -2.58077 -2.56357 -2.55677 -2.57271 -2.58877 -2.58202 -2.56763 -2.54472 -2.5263 -2.59032 -2.58192 -2.57725 -2.53861 -2.58117 -2.55879 -2.5882 -2.56008 -2.59245 -2.56946 -2.58554 -2.58766
internal_weight=930.7 685.148 587.649 231.215 103.553 127.662 119.484 98.2424 356.434 64.4682 291.966 167.702 124.263 55.7592 97.4989 35.4735 20.0733 14.6567 62.0255 245.553 141.575 12.8512 128.724 20.8168 103.978 13.4884 90.4892 11.6829 107.907 100.579
internal_count=8763 6451 5533 2177 975 1202 1125 925 3356 607 2749 1579 1170 525 918 334 189 138 584 2312 1333 121 1212 196 979 127 852 110 1016 947
is_linear=0
shrinkage=1


Tree=2
num_leaves=31
num_cat=0
split_feature=38 28 44 5 28 28 31 33 1 12 20 3 31 2 1 16 3 3 20 10 33 27 28 10 28 44 1 28 38 31
split_gain=34.0413 30.9884 27.801 35.26 30.9604 25.4028 33.8053 21.7209 27.2369 22.0218 22.442 19.4328 17.071 14.7583 14.2996 14.5337 14.2033 13.7647 12.3904 11.4789 10.7501 10.347 15.7817 10.2786 16.0609 14.6074 9.60075 9.02927 14.2776 12.0744
threshold=0.00030233891926667594 -0.049659901703530886 -0.60355339059327384 0.075865761942592244 0.11463978327039731 -0.018620803399565889 -0.001654605622501434 0.01802441896306238 0.078997237212192539 0.078763117380734979 0.020329366498597141 0.039032397151090546 0.019202392345832587 1.0106569525301257 0.02130608978330813 0.036234423863253089 0.023359588131628469 0.068938974402057152 1.0460913494260045 54.172169627129271 0.03109710837641513 0.003835105210087494 0.026460764265011937 37.255521513595134 -0.04170289953503057 1.0000000180025095e-35 0.11805600551305863 0.033596115193832397 0.071056442142257717 0.0042621452489740924
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 13 11 26 7 14 8 23 -9 20 19 -13 27 -7 17 -8 -16 -12 -4 -11 22 -18 25 -25 -1 -5 29 -29 -3
right_child=1 2 3 4 -6 6 16 9 -10 10 18 12 -14 -15 15 -17 21 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.67495854868580907 -0.70325956483256935 -0.65862103127448568 -0.66909267375328763 -0.65421989369716371 -0.69602247453860466 -0.71242068125520441 -0.61636261130458891 -0.69066904414946351 -0.61898720756610581 -0.69785804700463228 -0.6224840330219451 -0.66796540341391564 -0.71004428429608324 -0.62947350084784104 -0.6668648408364205 -0.68413098986150245 -0.65951187500141373 -0.62282641069494382 -0.65944305812761916 -0.69450164901616274 -0.64986036588705376 -0.68288824514146385 -0.64090856954029363 -0.66924519860544218 -0.62768369755813713 -0.63752966616403828 -0.62576922260021473 -0.67209212504418459 -0.6264297162283281 -0.63473207068209059
leaf_weight=67.43157684803009 55.069121092557907 210.910987585783 66.6823371052742 48.325963407754898 26.223390996456146 22.477192282676697 23.975671768188477 46.452864050865173 108.26514282822609 29.220349967479706 57.691460192203522 884.47751632332802 24.724911510944366 49.824442893266678 159.96268507838249 125.8722767829895 383.61074829101562 19.854853183031082 37.83660700917244 137.11087292432785 19.105613440275192 32.59192880988121 162.58502417802811 31.84268906712532 83.914851188659668 42.332045465707779 79.044792860746384 155.46724662184715 19.105613440275192 70.803155690431595
leaf_count=180 147 563 178 129 70 60 64 124 289 78 154 2361 66 133 427 336 1024 53 101 366 51 87 434 85 224 113 211 415 51 189
internal_value=-0.661805 -0.666348 -0.665196 -0.669156 -0.646719 -0.656099 -0.661062 -0.647294 -0.63961 -0.660804 -0.651112 -0.672258 -0.66912 -0.655297 -0.673967 -0.671107 -0.654027 -0.661956 -0.637053 -0.68622 -0.678793 -0.655603 -0.653962 -0.649546 -0.639156 -0.66056 -0.63651 -0.658134 -0.667049 -0.652592
internal_weight=3282.79 1827.77 1772.7 1266.59 153.594 1455.02 930.93 524.093 333.786 190.307 143.854 1113 909.202 506.111 328.167 305.69 602.763 179.818 95.5281 203.793 48.326 578.788 546.196 225.521 115.758 109.764 127.371 456.287 174.573 281.714
internal_count=8763 4879 4732 3381 410 3884 2485 1399 891 508 384 2971 2427 1351 876 816 1609 480 255 544 129 1545 1458 602 309 293 340 1218 466 752
is_linear=0
shrinkage=1


Tree=3
num_leaves=31
num_cat=0
split_feature=38 21 44 33 28 3 15 24 28 30 16 1 30 16 33 3 4 1 28 29 43 1 12 28 20 3 34 30 28 16
split_gain=26.2748 41.2896 35.1176 23.1193 21.6398 17.5832 16.0695 12.0259 16.8845 20.1421 21.9327 21.3857 14.2111 19.071 14.5677 22.7066 12.6713 10.8694 10.2086 9.67474 15.007 9.04039 8.66874 7.17382 6.90119 6.80276 6.65108 5.93619 5.28696 8.66769
threshold=0.0010551481849528923 0.0079953030642309804 -0.12940952255126037 0.018473073534975785 -0.035305863462602248 0.036694138536262667 1.0622313285401945 -0.022162966821130444 -0.018620803399565889 -0.0017774051994923234 0.03737998005379857 0.033160013317939753 -0.0062819970779990431 0.038925281662756869 0.018673272832345818 0.098689519057163513 0.64103765650157374 0.077770507440309999 -0.038252618201315737 0.012074615815370284 -0.70710678118654735 0.055989288265984961 0.052398549707087579 0.027632564409963287 0.53692346806944979 0.090545021417081387 0.0025877552922899398 -0.0029481568837417568 0.095437095755104603 0.089943606198763237
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 19 -4 -6 -7 25 12 10 11 -10 14 18 17 -16 21 -9 -14 23 -21 -11 -12 -2 -5 -1 -18 -15 29 -3
right_child=1 28 4 24 5 6 -8 8 9 16 22 -13 13 27 15 -17 26 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.005573801768472008 -0.0066250290553902889 -0.014530641610947692 0.047648132342969697 0.03758022087167049 0.02866737147863134 0.0029471483987518017 0.018681681687582646 -0.015756436219508396 0.018364202089326136 -0.0090941381254347267 0.033929452008048165 -0.013915660182319822 0.017961598217815039 0.034237174918965239 0.042607502678262243 -0.01545895085692723 0.015435785514876597 -0.038652207465379909 -0.024076217450050428 0.014709346080191794 -0.028551579940419125 -0.029461417991825108 0.010099920053626754 0.0052273249933834955 0.00072164742568756545 0.032390471987392866 -0.0089062416021052221 0 -0.0017170941740902155 -0.044473784366097197
leaf_weight=18.0332912504673 331.35899272561073 50.903814285993576 42.515704989433289 44.369924068450928 122.17205515503883 491.4735099375248 242.92358216643333 104.96181556582451 77.295672565698624 357.85212779045105 72.698517680168152 151.88704082369804 18.102244228124619 36.276550740003586 20.429497241973877 93.053498864173889 74.082752883434296 104.825339615345 68.131953090429306 26.038393199443817 84.464181274175644 64.62498813867569 82.159751653671265 207.1673609316349 18.172227293252945 32.827275276184082 44.781261146068573 19.543168097734451 22.078792959451675 47.366287648677826
leaf_count=50 916 141 116 122 335 1354 669 291 213 991 200 420 50 100 56 258 205 293 189 72 234 179 226 572 50 90 124 54 61 132
internal_value=0 0.0041513 0.0062651 -0.0020277 0.0128334 0.0110942 0.00816045 -0.00498698 -0.00586352 -0.00194998 0.00679995 -0.00300367 -0.0136335 -0.000415135 -0.0194246 -0.00493335 -0.00816674 -0.0272337 -0.0151832 -0.0048333 -0.0183085 -0.0122277 0.0213337 -0.0020561 0.0269687 0.0188471 0.00622327 0.0222965 -0.0240783 -0.0290446
internal_weight=3172.57 1731 1610.66 711.571 899.085 856.569 734.397 1441.57 1390.71 925.382 384.041 229.183 465.324 142.054 323.27 113.483 541.341 209.787 86.2342 649.029 110.503 422.477 154.858 538.526 62.5422 50.8606 118.864 55.8197 120.349 98.2701
internal_count=8763 4774 4440 1966 2474 2358 2023 3989 3849 2558 1059 633 1291 393 898 314 1499 584 239 1794 306 1170 426 1488 172 140 329 154 334 273
is_linear=0
shrinkage=0.05


Tree=4
num_leaves=31
num_cat=0
split_feature=40 15 4 37 40 31 32 33 30 34 43 39 30 21 40 39 39 29 39 30 40 1 43 20 14 33 43 31 39 41
split_gain=23.9745 15.192 15.2058 13.6289 16.0041 18.7223 7.40948 16.0382 7.83336 7.08567 6.78846 9.35606 8.03064 6.40834 5.89714 4.69643 11.5723 4.96633 2.78165 9.79383 2.92893 6.3519 3.2356 2.10594 1.97039 1.92065 1.79562 2.59405 1.48573 1.76633
threshold=0.0093459831209457087 -0.062720134170144534 0.56548733000564355 0.00035053960794440014 0.005511061348408907 -0.001812871709782687 0.00092496033069518484 0.0054637429555784737 0.007312058740735183 -0.00011919359648487891 1.0000000180025095e-35 0.0093122364404453085 -0.00013161291540184948 -0.0086895652790918761 0.0056924482824847371 0.0085804654958040062 0.0099226339083083107 -0.0020950886470190717 0.0091688192182751167 -0.014805356243112295 0.012519367750864348 0.10617722337975381 0.12940952255126045 0.075639613944683229 0.60097017264328556 0.019373680283141678 -0.70710678118654735 -0.00041116277425175799 0.0098462721701445648 0.0012607594680996627
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 10 5 -5 8 -8 14 -6 12 -12 -3 -9 -4 17 -17 26 19 -2 22 -22 23 -21 -10 -24 27 -1 -20 -30
right_child=18 2 6 4 9 -7 7 13 24 -11 11 -13 -14 -15 -16 16 -18 -19 28 20 21 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.02226773479213804 0.046720235432194432 0.0078596811285186283 -0.0094603450868269521 0.14553766044560154 -0.0045133703743460533 0.044208229045004904 0.084190476306450018 0.014229985884017665 0.00077428015072506353 0.041140754318247083 -0.0028776987795958719 0.06074473137183875 0.041302460004178178 -0.0040064016633376857 0.013109341073282597 0.048704377778709569 -0.0239125862485987 0.024651639856237136 -0.035324827733640395 0.011304825677199563 0.032238267015113661 -0.028228306343155464 -0.031039385186707319 -0.014856374495126501 -0.031208861171431842 0.00047300505179406538 -0.028140559731806677 0.019569172480946445 0.0019008073231163926 -0.018006425455154951
leaf_weight=11.402657985687258 7.7319408655166617 45.314740963280201 73.375926777720451 5.670170001685622 20.693917967379093 24.134706817567348 6.5311679542064658 95.227296896278858 5.2875762507319441 14.109483465552328 88.844267852604389 6.0765314623713484 30.220743648707867 96.703295335173607 47.621940493583679 9.3131602257490176 12.986810393631457 5.6320663988590232 11.625183686614035 12.533565126359465 10.125406108796598 7.3998283967375746 31.54745127260685 19.169971883296967 32.550428345799446 5.3367866948246947 51.602993048727512 5.2660303562879553 11.71888756752014 125.0191388875246
leaf_count=109 73 421 688 52 190 221 59 895 50 130 827 56 280 906 448 87 125 52 111 119 96 71 302 183 310 51 495 50 112 1194
internal_value=-2.69087e-07 0.0047538 0.00775245 0.0176276 0.037196 0.0640749 0.00123851 0.00769007 -0.00679089 0.0139166 0.0101638 0.00120223 0.0213427 0.00501833 -0.000532664 -0.013647 0.00627334 -0.0197257 -0.0135325 -0.00669919 -0.0116023 0.00640797 -0.0162796 -0.00435366 -0.0266174 -0.0263557 -0.0234904 -0.00871442 -0.0178137 -0.0162636
internal_weight=930.774 688.566 592.362 235.065 64.6083 29.8049 357.298 198.462 158.836 34.8034 170.456 94.9208 75.5355 191.931 120.998 96.2037 22.3 73.9037 242.208 93.845 86.113 17.5252 68.5878 31.7035 37.838 36.8842 68.2717 16.6687 148.363 136.738
internal_count=8763 6451 5533 2177 593 273 3356 1860 1496 320 1584 883 701 1801 1136 918 212 706 2312 895 822 167 655 302 360 353 654 159 1417 1306
is_linear=0
shrinkage=0.05


Tree=5
num_leaves=31
num_cat=0
split_feature=38 30 44 28 31 28 5 33 23 12 20 28 28 31 5 12 44 23 16 3 20 40 32 33 10 27 28 10 28 44
split_gain=29.9635 29.9771 27.5495 23.2514 30.5571 19.9168 22.334 19.4842 24.5133 20.2668 20.6341 19.1437 15.7074 15.7654 21.6885 13.2061 13.1979 12.6682 12.6189 13.2238 11.2104 11.2027 11.0171 10.0517 9.67246 9.62813 14.8614 9.17071 15.026 13.8787
threshold=0.00030233891926667594 0.0078816678395305321 -0.60355339059327384 -0.018620803399565889 -0.001654605622501434 0.11463978327039731 0.07994334603284943 0.01802441896306238 0.063197789769754001 0.078763117380734979 0.020329366498597141 0.039073950988631402 -0.052264155395706065 0.00087598003003121455 0.020007972527114268 0.018676397098489946 0.25881904510252057 0.015992839398725551 0.036234423863253089 0.068938974402057152 1.0460913494260045 0.0078230811506436997 0.0053048861185849708 0.03109710837641513 74.0604299991479 0.003835105210087494 0.026460764265011937 37.255521513595134 -0.04170289953503057 -0.60355339059327384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 17 6 11 8 27 -9 23 21 -4 14 -14 -6 -13 -5 19 -19 -12 -3 -8 -11 -15 26 -17 29 -29 -1
right_child=1 5 12 4 15 -7 22 9 -10 10 20 16 13 24 -16 25 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.023169963969124012 0.0026382779686271135 0.007693367266928812 -0.045902554557535953 -0.05030664988542724 0.043671148952656329 -0.030721902357699105 0.016614669254881916 -0.027642323513404649 0.040683766982621217 -0.034652980911366517 0.037684137895638903 0.0036494622420006652 -0.033047383451416765 -0.015583797193434315 0.0034051449627619558 0.0019836638500069594 -0.015727034682747661 -0.0054312954849652728 -0.021298526951622602 0.037723858276988986 0.0025034208773541478 0.037488955728021599 0.0515173112399877 0.011753518827304136 -0.03903219120842278 -0.020528577140313354 0.020043619944384073 -0.0076171231870113881 0.032596318702803287 0.014188714647762833
leaf_weight=37.851697117090225 350.16805535554886 100.02310413122177 37.123658984899521 19.872299373149872 23.912217259407043 38.229832410812378 81.159396439790726 46.483147025108337 107.89151468873024 29.241903841495514 57.555451035499573 216.13129961490631 49.48191511631012 450.84533461928368 229.70589944720268 383.47744524478912 147.64692005515099 162.58479726314545 125.95965239405632 19.820763945579529 37.837486326694489 46.444588512182236 31.755804449319839 19.099368363618851 49.103925973176956 32.60656002163887 162.41929885745049 31.834799408912659 83.729586392641068 71.893529981374741
leaf_count=101 935 267 99 53 64 102 217 124 289 78 154 577 132 1203 613 1024 394 434 336 53 101 124 85 51 131 87 434 85 224 192
internal_value=1.05848e-06 -0.00425851 -0.00908127 0.00535885 0.000611183 0.00423945 0.00639687 0.013789 0.0210769 0.000992441 0.0103004 0.00193143 -0.0141147 -0.012588 -0.00304714 0.00730369 -0.00420331 -0.0116549 -0.00913226 -0.000696423 0.0237993 0.0171947 0.0265117 -0.0162284 -0.0179042 0.00578452 0.00736884 0.0116519 0.0214784 0.00124863
internal_weight=3281.89 1827.82 1166.43 1454.07 930.653 661.391 623.161 523.418 333.201 190.217 143.734 510.246 816.261 779.137 279.188 602.416 363.778 328.238 308.365 182.406 95.3929 146.468 112.915 48.3413 499.949 578.503 545.897 225.31 115.564 109.745
internal_count=8763 4879 3113 3884 2485 1766 1664 1399 891 508 384 1362 2178 2079 745 1609 971 876 823 487 255 391 302 129 1334 1545 1458 602 309 293
is_linear=0
shrinkage=0.05


Tree=6
num_leaves=31
num_cat=0
split_feature=38 21 44 28 33 3 15 5 32 24 31 12 40 21 31 1 33 30 31 27 32 4 24 27 40 1 3 37 28 28
split_gain=23.1232 37.7125 31.5291 23.6683 19.33 17.0847 14.7043 11.9617 12.0829 11.0844 16.6315 20.0286 27.2033 18.5581 15.9153 13.8918 13.9042 13.1495 12.9821 9.416 8.02474 7.72971 7.50971 6.8071 6.54569 6.38586 6.04644 5.83743 5.6579 3.85343
threshold=0.0010551481849528923 0.0079953030642309804 -0.37940952255126015 -0.052264155395706065 0.018473073534975785 0.036694138536262667 1.0622313285401945 0.052171015979859944 -0.0002328930263867846 -0.022162966821130444 -0.0063901315913500204 0.064144110372399629 0.006620676053516847 -0.019973081710825989 -0.001654605622501434 0.02175978574808685 0.012123263985671585 -0.0032079026126467787 -0.00057865233541148941 1.0000000180025095e-35 0.00071615666351314679 0.66378983955559456 -0.0051101535911180869 -0.008488954808054068 0.0098486937599504155 0.039269951377877053 0.090545021417081387 0.033017748132805343 -0.012711928362589024 0.095437095755104603
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -4 7 25 -7 19 -9 26 11 12 23 21 15 -12 -17 24 -19 -2 -6 -13 -15 -11 -16 -5 -1 -3 -14 -29
right_child=1 27 3 5 20 6 -8 8 -10 10 14 13 28 22 17 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0049394981386389454 0.015299440817698179 -0.0015760313870323344 0.052800425356574227 0.0213163059343183 0.044270608082854226 0.0025358928303377947 0.016465446629618723 0.0092469411033380966 -0.030209457797074638 0.026829260762626029 0.038412369013717418 -0.022651416261648363 -0.040937078040017782 0.036071685904860484 0.034113982491192262 -0.0047893623166045821 0.015374579279645745 -0.02537685588202665 -0.0057728429048796871 -0.0055274553556016078 0.0047843688740671145 0.0079045248627797379 0.0012162599258359998 -0.01201536982154373 -0.0043281555235851329 0.050759213314631658 0.030849042519380018 -0.034206070866182541 -0.011243567801521031 -0.0091772832847965037
leaf_weight=17.954260885715485 63.6401706635952 25.157444387674332 33.021302223205566 114.4412976205349 27.404188394546509 572.72638466954231 283.86746060848236 25.020429700613022 83.134392917156219 22.790458679199219 29.773005068302155 81.655967980623245 122.05577984452248 32.046656489372253 27.320403307676315 223.37693029642105 138.1828028857708 102.28828084468842 490.50500819087029 362.71624106168747 24.815784960985184 27.36937353014946 30.363970547914505 21.949176728725433 18.186769127845764 22.387476742267609 33.027773290872574 74.083596557378769 19.132021605968475 20.254250675439835
leaf_count=50 176 70 89 312 75 1576 779 69 231 63 81 228 346 88 75 617 380 285 1362 1004 68 76 84 61 50 61 90 208 53 56
internal_value=-1.15322e-06 0.00388707 0.00589765 0.0111833 -0.00334101 0.00978973 0.00715924 -0.00618663 -0.0210354 -0.00468963 -0.00553447 -0.0148291 -0.0261936 -0.00246665 -0.00230252 0.00562861 0.00290529 -0.00717294 -0.00916772 -0.00240414 0.0256467 -0.0149347 0.0192229 0.00767636 0.0186653 0.0262037 0.0181626 -0.023196 -0.0369596 -0.0289008
internal_weight=3170.65 1732.67 1613.18 1026.44 586.731 993.423 856.594 534.511 108.155 1437.98 1387 357.363 185.927 171.436 1029.63 391.333 361.56 638.3 592.793 426.356 52.22 109.025 62.4106 44.7396 45.5072 136.829 50.982 119.495 141.188 94.3378
internal_count=8763 4774 4440 2817 1623 2728 2355 1480 300 3989 3849 999 523 476 2850 1078 997 1772 1647 1180 143 304 172 124 125 373 140 334 399 264
is_linear=0
shrinkage=0.05


Tree=7
num_leaves=31
num_cat=0
split_feature=40 15 4 37 21 33 14 8 32 33 30 40 21 40 20 24 7 26 39 21 42 7 21 20 33 27 15 17 29 10
split_gain=22.3062 14.1612 14.0992 11.7312 15.3981 10.0255 8.07134 7.64161 6.88564 16.0011 7.93138 6.7677 6.26986 5.89377 4.39886 7.13552 3.12113 4.33128 3.02991 5.16421 2.75749 9.05874 9.90024 4.9242 5.92847 3.59259 8.36955 7.41145 7.13613 3.75646
threshold=0.0093459831209457087 -0.056547475487352512 0.56548733000564355 0.00035053960794440014 -0.007619491710010886 0.0063292513720766752 1.320797198789621 -37.490505680907134 0.00095361373704806057 0.0054637429555784737 0.007312058740735183 0.0053386755865712241 -0.0086895652790918761 0.0064143380771296155 0.98847828406696048 0.00039205367880884394 26.419955547695633 -0.015758762702284511 0.0085804654958040062 -0.0086895652790918761 0.60807448166783973 64.009039997031692 -0.025198611152279195 -1.7596573358784739 0.017178033760963347 -0.0026861072109059113 0.33247707085343386 -1.3787232643434666 -0.0014150211909528252 19.316766456819099
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 6 5 -5 7 -3 10 -10 13 -8 -11 -4 15 16 17 -1 -16 -20 21 25 -23 24 -22 28 27 -27 29 -2
right_child=20 2 8 4 -6 -7 11 -9 9 12 -12 -13 -14 -15 18 -17 -18 -19 19 -21 23 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.018420950150607619 0.010643889181106472 -0.0030701636782877015 -0.0065162942996168371 0.079116298795080267 0.10216949042845989 0.0178345478247116 0.0086456562368681118 0.018987580763011346 0.083816968218230758 0.01388786555776832 -0.026512215085101428 0.086619126630246915 -0.0042140479178316174 0.018992762630358286 -0.026712049029400588 0.044427644370460567 -0.028023131675881937 0.03357334723764295 0.030721705713456938 -0.034553628129994907 0.039450370349500982 0.077149651384762485 -0.015580028995707672 -0.023857008850707542 -0.026694760818558084 -0.014921910849894141 -0.02414093621687401 0.048272911151734856 0.020792685039090042 -0.026270378627881858
leaf_weight=8.9062198698520643 7.354874685406684 86.309549733996391 93.125659883022308 7.6773841753602019 7.465185083448886 51.625053606927395 5.4527662768959981 71.423885613679886 6.5376438051462165 94.807848669588566 37.703903764486313 5.9957173615694046 95.782979190349579 29.799806699156761 49.260962560772896 7.3325265273451796 13.499317884445189 7.0624262914061573 6.6109882891178131 5.4159403517842275 7.1587762013077718 6.0673625022172928 5.2061269730329496 87.179587282240391 6.1890594065189362 7.4073199182748821 17.417148500680923 11.740475550293921 10.430543556809424 72.711364395916462
leaf_count=86 69 801 876 66 64 463 51 650 55 881 367 55 899 277 479 69 131 68 62 51 67 57 50 852 60 71 167 112 100 707
internal_value=0 0.00454366 0.00745699 0.0169436 0.0347065 0.0259722 0.00988757 0.00689191 0.0011834 0.00745511 -0.00648215 0.0503108 0.00476694 -0.000281291 -0.0130288 0.000506163 -0.010367 0.00432914 -0.021225 0.000872212 -0.0131754 -0.00852142 0.0341268 -0.0195151 0.00843827 -0.0123685 0.000727406 0.0236157 -0.0177101 -0.022808
internal_weight=930.658 691.796 593.707 235.95 66.7676 59.3024 169.182 157.733 357.758 197.128 160.629 11.4485 190.591 122.925 98.0884 36.8005 29.468 15.9686 61.2879 12.0269 238.863 138.335 11.2735 100.527 13.3478 127.062 36.5649 19.1478 90.4968 80.0662
internal_count=8763 6451 5505 2150 593 529 1557 1451 3355 1835 1520 106 1780 1153 946 354 285 154 592 113 2312 1333 107 979 127 1226 350 183 876 776
is_linear=0
shrinkage=0.05


Tree=8
num_leaves=31
num_cat=0
split_feature=38 21 44 28 31 21 28 31 21 40 28 0 37 10 31 10 12 31 21 30 29 21 37 28 1 25 12 40 28 5
split_gain=26.5245 39.4468 27.3125 20.8122 27.5105 17.0217 16.2639 20.2831 19.4665 16.2093 16.738 16.0909 14.2577 13.734 15.2122 12.5707 12.4229 12.319 11.2793 16.0226 10.4075 10.3336 10.4527 12.0547 9.95667 9.74965 10.2398 9.70658 9.55649 9.14636
threshold=0.00030233891926667594 0.0079953030642309804 -0.37940952255126015 -0.018620803399565889 -0.001654605622501434 -0.019577668625945507 -0.066667820860410329 -0.0075888757101325631 -0.025682892008867943 0.0035262669004032503 -0.052264155395706065 0.57046718947052211 0.00671535372576726 22.894091455745791 -0.027475857960602392 44.155844155844186 0.018676397098489946 0.00087598003003121455 -0.011076886667073613 0.00011996921007825043 -0.0076639743196012513 -0.033799683006933472 -0.0010314925919517879 0.052682701609872311 0.023841170970502187 -0.022964955893752966 0.064144110372399629 0.0058028243254015528 0.0048112191830548797 0.039950278170895089
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 21 6 5 12 13 25 -9 11 -11 -4 29 -1 -15 -16 -6 -12 19 -18 -20 -2 23 -23 -7 26 -8 -24 -26 -5
right_child=1 -3 9 4 16 24 7 8 -10 10 17 -13 -14 14 15 -17 18 -19 20 -21 -22 22 27 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.02834981197399021 -0.022826264757822172 0.023039800081419926 0.001757487024967035 0.041947988332273582 0.042244868355585781 -0.047048987407760333 0.035580968311017182 -0.037198647264683797 0.013340762565761992 -0.043149219672189765 0.0033065712384151361 -0.043769581244122363 -0.019416031456618434 0.034741933733959604 0.0096201771162959977 -0.029795119657552091 0.022076331961863874 -0.010620275916139428 -0.02129299870141857 0.0018496277863677482 0.0042503837030548382 -0.0016055437989724473 -0.0010637573550268053 -0.042791171749398844 -0.0087136302131356046 0.038870537542189429 -0.010209215434092622 0.014345377992206424 -0.034311697153326923 0.0013611890720856526
leaf_weight=34.034364104270935 38.21946918964386 125.40194848179817 26.990957707166672 29.570061087608337 23.83067387342453 26.207494169473648 23.784144848585129 21.344982445240021 168.53913816809654 34.425738871097565 200.87779286503792 67.076566576957703 30.705859452486038 36.19222229719162 60.21478745341301 30.286943763494492 163.15091907978058 748.03425177931786 64.03056675195694 246.18835091590881 104.79828327894211 143.05017933249474 170.77027750015259 20.239524394273758 168.258276283741 123.16528895497322 24.663721710443497 252.26306495070457 46.846969664096832 26.590722531080246
leaf_count=91 102 336 72 79 64 70 64 57 451 92 536 179 82 97 161 81 436 1996 171 658 280 382 456 54 449 331 66 674 125 71
internal_value=2.54125e-06 -0.00400456 -0.00600141 0.00504747 0.000556841 -0.0110814 0.0130349 0.0189173 0.00761669 -0.0108243 -0.00891831 -0.0306653 0.00785132 -0.000167785 0.00737983 -0.00353353 0.00691049 -0.00766676 0.00543839 0.00992705 -0.00541455 0.00231109 0.0039618 -0.00676411 -0.0179178 0.0313802 0.0121942 0.00811441 -0.0143251 0.0228566
internal_weight=3279.75 1827.35 1701.95 1452.4 930.178 328.179 522.226 361.497 189.884 1077.41 983.338 94.0675 86.8666 160.728 126.694 90.5017 601.999 948.912 578.168 409.339 168.829 624.543 586.323 163.29 241.313 171.613 48.4479 423.033 215.105 56.1608
internal_count=8763 4879 4543 3884 2485 876 1399 969 508 2875 2624 251 232 430 339 242 1609 2532 1545 1094 451 1668 1566 436 644 461 130 1130 574 150
is_linear=0
shrinkage=0.05


Tree=9
num_leaves=29
num_cat=0
split_feature=20 44 31 21 33 40 31 28 10 28 12 28 28 32 31 42 40 40 28 3 16 43 4 16 3 28 27 10
split_gain=21.4157 28.4619 23.5839 17.9137 14.0321 11.7322 12.2173 15.1371 11.658 11.6468 10.7057 10.0768 20.5986 18.8717 8.76691 8.32302 8.31662 16.3858 12.9124 8.40987 8.16797 6.52207 6.3806 5.81783 10.3884 9.29215 4.29211 1.03082
threshold=0.38914933151302938 0.37940952255126048 0.020251194757876595 0.0079953030642309804 0.0042703287206451923 0.0030713528812234682 0.00040847133744866638 -0.009373028656222462 74.410179809783912 0.054595127979748699 0.073049474926285843 -0.054691144646274253 -0.026280887284001398 -0.001223460251469511 0.0049437858204594348 0.23964127283253214 0.012151875126531072 0.015169236847580049 -0.017854533412139429 0.092068968062716458 0.014244943889566247 0.25881904510252091 0.83890508584386125 0.088432700052541433 0.049979312886851555 0.095437095755104603 -0.0054960806873062635 81.026168520972121
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -2 6 7 -6 16 14 -11 15 26 -14 -7 -1 18 -18 19 -3 -20 -17 -10 24 -5 27 -13 -25
right_child=3 8 -4 23 5 9 -8 -9 22 10 -12 12 13 -15 -16 21 17 -19 20 -21 -22 -23 -24 25 -26 -27 -28 -29
leaf_value=-0.011887612188950757 -0.042899650438048928 -0.020663619690671466 0.052399252331594738 -0.029444205182877561 -0.00039789398943113031 -0.0022642184927697882 -0.013312129505552946 0.054785222432864461 0.055210434832468451 0.021580504795534295 -0.0075808012744629869 -0.040459247130013788 0.018587441118192251 -0.0048957630627831563 -0.012481839074451294 0.04242090092432927 0.049800731886430333 0.00084833147402066898 0.032771344210450838 0.017662482349338433 0.0092676560808559461 0.0051431120332610216 0.019058290205686099 -0.033341647309754051 0.016069790148123538 -0.0028236466746455022 -0.01435126217192134 -0.049094673707281433
leaf_weight=19.166485071182251 21.074176102876663 56.123808354139328 19.794764965772629 27.876609563827515 21.388584733009338 1027.9764539897442 21.806073933839798 28.975939631462097 22.763994127511978 86.761772066354752 48.973726719617844 41.873598903417587 98.509546995162964 644.24066370725632 264.39386475086212 28.167906016111374 36.305416643619537 32.632343232631683 41.036159574985504 18.982534915208817 388.33897000551224 20.682215869426727 27.828218221664429 22.243261873722076 22.487317442893982 20.872556298971176 26.610013753175735 29.99479267001152
leaf_count=53 59 158 54 78 59 2850 60 80 62 239 135 119 271 1782 731 77 99 90 112 52 1066 57 76 63 63 58 74 86
internal_value=-3.08474e-06 0.00426741 -0.00142214 -0.00396049 -0.00246952 -0.00189545 0.0177495 0.0312969 0.0124716 -0.0028929 0.0110244 -0.00264534 -0.00420072 -0.00177242 -0.00435922 0.0158112 0.0104252 0.0267359 0.00818156 -0.0108999 0.0115327 0.0267831 0.0355004 -0.0222736 -0.00903171 -0.0313025 -0.0304233 -0.042559
internal_weight=3167.88 1523.06 899.045 1644.83 1521.35 1500.28 72.1706 50.3645 624.011 1428.11 135.735 879.25 811.234 742.75 1292.37 68.0166 573.419 68.9378 504.481 75.1063 429.375 48.8501 50.5922 123.475 50.3639 73.1106 68.4836 52.2381
internal_count=8763 4202 2487 4561 4213 4154 199 139 1715 3955 374 2433 2246 2053 3581 187 1577 189 1388 210 1178 134 138 348 141 207 193 149
is_linear=0
shrinkage=0.05


Tree=10
num_leaves=31
num_cat=0
split_feature=40 15 28 4 15 40 15 19 43 39 28 16 42 29 9 32 42 29 40 3 43 16 20 38 27 38 28 42 11 15
split_gain=20.9283 13.1609 13.0072 10.1217 12.1121 10.5638 8.47906 11.5407 7.9767 4.52438 9.02732 6.64131 7.02766 5.69404 4.17293 4.00008 2.68134 7.66794 9.44226 11.7394 8.31106 8.13069 4.73988 5.53667 3.02462 4.21759 2.76888 3.47858 2.47629 3.1495
threshold=0.0093459831209457087 -0.062720134170144534 0.062390130030368446 0.56548733000564355 0.52746360412458426 0.0034298977163330405 0.93594454564228202 0.94758433229365913 -0.37940952255126059 0.0072098793202287322 -0.028123411753911694 0.032718987364720474 0.20512820512820815 -0.0020141323196835588 -8.9165758566852187 -0.00014037833040856054 0.60807448166783973 -0.0039108323180928042 0.012519367750864348 0.11134067043764655 -0.5 0.044870350108690303 -1.7596573358784739 0.058608036847904062 -0.0026861072109059113 -0.007444484770755099 0.1057500343987043 0.85782957606546906 -0.026841786222982823 -0.19394825122918558
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 8 -6 15 -8 -3 13 -11 -12 -13 -1 -4 -5 17 24 20 -20 21 -19 23 -18 28 -26 -24 -28 29 -2
right_child=16 2 14 6 5 -7 7 -9 -10 10 11 12 -14 -15 -16 -17 22 18 19 -21 -22 -23 26 -25 25 -27 27 -29 -30 -31
leaf_value=-0.026445228665136364 -0.023146005966664003 0.02568239669558502 -0.026208771802879449 0.0059296034581926968 0.099794520016177668 0.029774965920936564 0.022136229557143311 -0.0023555781586307974 0.0035462810832338886 -0.028551160898452957 -0.02490919455227579 0.073000330508874056 0.0039555978441419351 0.026372791486731235 0.010544408125140476 -0.012946429853575584 0.042567001675860722 0.070276432016930776 0.097589537571663609 0.0069802180560705578 -0.024707453718707043 -0.015549188048134427 -0.027038876478852232 -0.021129989103575272 0.038685076247937183 -0.01467111890667332 0.028961454145706101 -0.026276013366685322 -0.0277616294063469 0.016081275166531284
leaf_weight=53.577089130878448 12.253772236406805 61.228206939995289 36.27208411693573 41.51579923927784 6.1239427775144568 46.737542070448399 96.785189516842365 94.827239595353603 123.08496482670307 14.594731278717516 5.1953986659646061 7.6699150875210744 7.3415647149085999 5.4649956524372092 9.5259826779365522 84.469004124403 6.2251279503107053 5.5230052173137647 5.4968356341123572 10.315690584480761 22.719802767038345 5.2132399380207062 74.121904298663139 7.2188324928283691 5.2326974570751217 11.967356972396372 5.2603600919246656 5.9837137833237648 49.919308051466942 8.5133651569485647
leaf_count=535 120 552 346 393 51 407 896 880 1122 145 51 70 68 49 91 795 56 51 51 98 219 51 742 71 50 113 50 60 497 83
internal_value=0 0.00437176 0.00709841 0.00921937 0.0170377 0.0381542 0.00336157 0.00999447 0.0109369 -0.0130137 0.00115142 0.0228857 0.0398136 -0.0214355 -0.0184489 -0.00668678 -0.0128611 -0.00826319 0.00744655 0.0392079 -0.0074881 0.0283814 -0.019178 0.00809179 -0.0171252 0.00140197 -0.0235356 0 -0.0216997 -0.0068254
internal_weight=930.379 694.414 600.57 554.772 237.175 52.8615 317.597 191.612 184.313 93.8437 34.8016 20.2069 15.0115 59.0421 45.7981 125.985 235.965 137.155 49.2686 15.8125 33.456 10.7362 98.8099 13.444 87.8865 17.2001 85.366 11.2441 70.6864 20.7671
internal_count=8763 6451 5533 5096 2132 458 2964 1776 1674 918 334 189 138 584 437 1188 2312 1333 470 149 321 102 979 127 863 163 852 110 700 203
is_linear=0
shrinkage=0.05


Tree=11
num_leaves=31
num_cat=0
split_feature=30 20 44 12 28 7 20 20 32 33 21 28 40 7 44 40 21 28 12 28 28 21 10 24 21 28 16 3 35 5
split_gain=23.2295 27.6962 23.3284 17.2328 32.5895 25.1267 22.0036 22.9891 16.8447 16.8431 15.4435 13.0675 12.8608 11.1454 10.7064 10.5623 19.3461 10.5318 13.3914 13.5088 10.4674 10.0206 9.25139 6.49945 6.06491 5.82152 10.7833 5.92184 5.41281 5.31791
threshold=-0.0062819970779990431 0.64058119895516297 0.1294095225512602 0.064144110372399629 -0.0251924117170578 40.673163418290947 0.15493692703589204 1.2045444995377859 -0.0019059248835487051 0.03628859982983474 0.0079953030642309804 -0.03944444709354044 0.006620676053516847 83.206225430328644 -0.12940952255126037 0.0032442946588827348 -0.0090894087693512583 -0.04170289953503057 0.073049474926285843 0.058972479070926856 -0.061469018322844099 -0.041676306657786773 74.410179809783912 0.0043220115019871877 -0.036600887163245492 0.095437095755104603 0.088432700052541433 0.049979312886851555 -0.024232278098388179 0.051629244070624823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 12 -6 9 -8 -2 14 17 -10 -1 -13 -5 16 -4 -3 19 -19 -9 -17 -23 -7 -20 26 27 -12 -14 -30
right_child=1 10 15 6 5 23 7 20 11 -11 25 13 28 -15 -16 21 -18 18 24 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0057199350260482389 -0.021271505284930405 -0.02377891144234803 -0.056158669033572972 -0.0084486060949277037 -0.024124588251816792 0.043552766018024387 0.025729494109743407 0.0017223272907426141 -0.033436683407764282 0.019580433562235818 0.024298996489039108 0.00084937434649051333 0.016157354801089218 0.017135193459574694 -0.048850251342996642 -0.0338141353953108 0.0025731051539725058 0.0036612803430957856 0.0028047110264917876 -0.022767175546428341 -0.044979734256183471 -0.007011373110764516 -0.027785168884133984 0.003843555867976817 0.036878555535945795 -0.0010323843097275747 0.042481694788783574 -0.010690294497125392 0.027835682332456819 0.053427217325177911
leaf_weight=32.904536575078964 83.50697535276413 36.301602393388748 33.976809710264206 29.185142427682877 58.727072775363922 23.838440299034119 101.28380960226059 32.541016519069672 24.705126464366913 20.933490544557571 28.754663407802582 672.89923176169395 18.953187674283981 124.57293859124184 38.498169302940369 41.519379407167435 23.541983962059021 727.4405061006546 19.466759026050568 51.663407117128372 18.723066240549088 717.67361530661583 58.070438712835312 18.649739682674408 41.847582072019577 23.149500101804733 51.82619646191597 20.506344705820084 30.390093296766281 70.771915107965469
leaf_count=88 223 97 91 78 157 64 272 87 66 56 77 1798 51 333 103 111 63 1944 52 138 50 1916 155 50 112 62 140 55 82 192
internal_value=2.92414e-06 -0.00177232 -0.00551452 0.00997845 0.0190587 -0.00290704 0.000381374 0.0119105 0.000104965 -0.0194 0.00487908 0.00228454 0.0336131 0.00340148 -0.0315409 -0.0113376 -0.0320707 0.00253356 0.00367876 0.00189966 -0.0152916 -0.00986853 -0.00857628 0.0262902 0.026164 0.0213755 0.0265524 0.00964023 0.0412015 0.0458237
internal_weight=3276.82 2781.42 1780.47 495.4 254.235 101.215 241.165 152.548 905.684 88.6168 1000.96 822.177 153.02 797.472 67.6833 874.782 57.5188 876.72 840.418 779.104 51.2641 817.263 775.744 42.4882 61.3143 124.237 101.087 49.261 120.115 101.162
internal_count=8763 7433 4756 1330 684 271 646 409 2420 237 2677 2197 413 2131 181 2336 154 2343 2246 2082 137 2182 2071 114 164 334 272 132 325 274
is_linear=0
shrinkage=0.05


Tree=12
num_leaves=31
num_cat=0
split_feature=38 21 44 33 28 40 30 24 31 3 40 40 16 31 2 1 5 27 17 27 27 31 3 20 31 37 3 28 35 31
split_gain=19.5903 30.2185 25.9614 18.7456 16.3101 14.7093 10.9559 9.8161 13.9207 18.5771 26.2311 17.303 20.5866 15.0609 12.6249 10.7866 11.9807 9.91867 9.8991 9.39022 9.29626 7.99735 6.3092 5.82364 6.52025 5.51376 5.23647 4.81009 3.76601 4.78615
threshold=0.0010551481849528923 0.0079953030642309804 -0.12940952255126037 0.018473073534975785 -0.035305863462602248 0.0030713528812234682 0.0015461044531657039 -0.022162966821130444 -0.0060031223920184104 0.08012925940895832 0.006620676053516847 0.021367037060538125 0.050050234973192713 -0.001654605622501434 0.20347627773025992 0.02175978574808685 0.041582238281925109 0.003835105210087494 -2.4534777721952574 0.015280298741857873 -0.008488954808054068 0.011753207797708444 0.026017095402800835 0.53692346806944979 0.0088594425397245605 0.033017748132805343 0.090545021417081387 -0.012210989686116173 -0.00021289971772431302 0.015370680667796619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 19 -4 22 -7 26 9 10 20 12 -11 15 18 -10 -17 -16 -15 21 -9 -2 -6 24 -5 -3 -1 -12 -27 -30
right_child=1 25 4 23 5 6 -8 8 13 11 27 -13 -14 14 17 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.0044324130199687546 -0.0045219551418158232 0 0.040923266887258267 0.010532588866859567 0.014994190276273687 -0.0046095465456964134 0.010575205119685478 0.026674137005942317 0.034828157995729546 -0.0224303396832813 -0.038837092226083281 -0.045836862105223683 0.016481400873368676 -0.0055472792910336421 -0.010472173634161964 -0.0051557491727928177 0.013638374897021743 0.017083707620189431 0.038101927572643621 -0.029046490118453699 -0.014086240930016258 0.017005795931498032 0.053268278845426259 2.3350786987823594e-05 0.049682303835188464 -0.046590009202485072 0.02887147292146371 -0.011432713709611908 -0.028467369771964058 0.0010645681583644282
leaf_weight=17.867452919483185 564.03224110603333 24.862076312303543 43.253944873809814 18.436717331409454 19.233896195888519 143.64357116818428 673.76997369527817 26.419769167900085 29.6463583111763 49.786296904087067 123.58335891366005 19.46477073431015 106.32562124729156 24.904019087553024 550.26895865797997 185.70473948121071 155.56931856274605 34.496113777160645 26.613567411899567 36.271814942359924 29.371718943119049 46.542515486478806 26.043139547109604 18.215481609106064 26.530963838100433 19.023947298526764 33.233818858861923 19.134045481681824 55.444869935512543 17.783071577548981
leaf_count=50 1565 70 116 50 52 394 1842 73 80 140 360 55 294 69 1535 514 426 95 73 101 82 128 70 50 72 55 90 53 159 50
internal_value=-5.22469e-06 0.00356905 0.00534932 -0.0018032 0.0109602 0.0094475 0.00790044 -0.00433328 -0.00513261 -0.01337 -0.0238466 -0.00148973 0.00403347 -0.00206717 -0.00673871 0.00593262 0.00339837 -0.00883542 0.0169348 -0.00435007 0.00513936 -0.00287025 0.0371883 0.0241574 0.0338009 -0.0209366 0.0171433 -0.0352086 -0.0265632 -0.0212358
internal_weight=3165.48 1733.09 1615.97 710.03 905.945 862.691 817.414 1432.39 1381.29 374.086 198.509 175.577 156.112 1007.2 636.283 370.92 341.274 584.765 51.5176 646.847 55.7915 610.575 45.277 63.1832 44.9677 117.114 51.1013 142.717 92.2519 73.2279
internal_count=8763 4774 4440 1966 2474 2358 2236 3989 3849 1057 568 489 434 2792 1772 1020 940 1630 142 1794 155 1693 122 172 122 334 140 413 264 209
is_linear=0
shrinkage=0.05


Tree=13
num_leaves=31
num_cat=0
split_feature=40 15 28 6 8 21 15 19 14 7 10 20 24 26 41 7 26 38 42 7 15 20 33 10 11 11 28 36 29 1
split_gain=19.608 12.2627 12.171 9.38316 10.4902 9.87545 7.88011 10.4867 7.3424 4.65534 4.2747 4.20796 6.41947 3.07712 4.91383 2.96439 4.05168 2.82534 2.60096 8.13158 9.19126 4.58188 5.27688 3.73713 4.66157 3.93624 2.7306 3.44081 1.19854 1.022
threshold=0.0093459831209457087 -0.056547475487352512 0.062390130030368446 56.548733000564347 -23.466264497305833 -0.0031679318182085796 0.93594454564228202 0.94758433229365913 1.320797198789621 89.907990555797014 65.985426258215554 0.98847828406696048 0.00039205367880884394 -0.012668567539031044 0.0036330796450762151 26.419955547695633 -0.015758762702284511 -0.02385521483433339 0.60807448166783973 64.009039997031692 0.79392040525038399 -1.7596573358784739 0.017178033760963347 17.810195262320445 0.261192143248895 0.37932169934713927 0.1057500343987043 0.020799525380313936 -0.03173374529150929 0.11350969582655808
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 8 -6 10 -8 -3 29 -5 12 15 14 -13 16 -1 -16 19 23 -21 22 -20 -2 28 -26 -23 -28 -25 -4
right_child=18 2 9 6 5 -7 7 -9 -10 -11 -12 13 -14 -15 17 -17 -18 -19 21 20 -22 26 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.018069505691637625 0.028744187611671926 0.0035826023185870138 -0.030477871596525808 -0.0030931415433269097 0.024473737982003675 0.089495510963015265 0.020996381103543873 -0.0022569055512110833 0.043961286896203593 0.013836044613805581 -0.032009395834686857 0.033769256377525189 0.041554453676353673 -0.030016853398364952 -0.031519499309800303 -0.027551446117902331 0.032137421650406603 0.011321589176268389 0.035909930055829924 0.077238014557552928 -0.010394735369101524 -0.02675975428512899 -0.026335749710751356 -0.0076431355269063446 0.010287214549450198 -0.014428475975720216 0.028868095908916237 -0.026188853641100397 -0.028610721695775915 -0.0085865444764738879
leaf_weight=8.7479482963681203 5.2717064768075934 124.21157991886139 28.616604745388031 110.77809113264084 95.109325148165226 6.2197765335440627 98.607450500130653 94.575552582740784 12.337384104728697 8.8914980441331846 14.451449580490587 5.6122564896941212 7.5949323251843444 35.306709364056587 13.149124532938007 12.933569133281706 7.2047768384218243 5.1571705937385532 7.4978467971086484 5.6112361177802068 6.0616813376545906 72.40462951362133 6.0074917897582054 9.0506259724497777 25.813198409974575 41.943277560174465 5.2719084620475751 5.9147692397236824 42.253128856420517 7.5087185427546492
leaf_count=86 49 1130 279 1048 818 48 896 880 109 85 139 55 69 355 131 131 68 51 67 50 57 742 60 91 255 405 51 59 426 73
internal_value=0 0.00420209 0.00685355 0.00888391 0.0164 0.0285985 0.00324973 0.00959125 0.00729696 -0.0180896 -0.00649284 -0.0123942 0.000834955 -0.0206149 -0.00646116 -0.00980515 0.00435307 -0.0191829 -0.0125467 -0.00801043 0.0316044 -0.0188346 0.00786403 -0.0117923 -0.0136517 -0.00493757 -0.0232121 0 -0.0250311 -0.026102
internal_weight=930.115 697.014 601.307 556.291 237.878 101.329 318.413 193.183 136.549 45.0168 125.23 95.7065 36.4812 59.2253 23.9186 28.8863 15.9527 18.3063 233.102 136.005 11.6729 97.0966 13.5053 124.332 119.06 67.7565 83.5913 11.1867 51.3038 36.1253
internal_count=8763 6451 5505 5068 2105 866 2963 1776 1239 437 1187 946 354 592 237 285 154 182 2312 1333 107 979 127 1226 1177 660 852 110 517 352
is_linear=0
shrinkage=0.05


Tree=14
num_leaves=29
num_cat=0
split_feature=38 21 44 7 40 7 32 39 12 10 39 30 43 40 1 12 40 3 3 21 16 39 17 7 40 43 42 7
split_gain=22.8576 25.1623 20.3392 20.6132 14.7165 14.2818 17.9642 17.0273 17.8798 16.5646 12.6694 12.5418 11.1282 10.1132 9.40678 12.0277 10.294 8.74415 7.31161 7.1833 6.57129 9.96485 4.68586 4.61009 5.38587 4.5561 4.3523 3.69435
threshold=-0.036591404269771692 0.0079953030642309804 -0.12940952255126037 44.976190476190474 0.0032442946588827348 38.491822598214981 0.0010753442497275342 0.0045988570641500191 0.064144110372399629 25.469427210903039 0.016826950134393583 -0.011538941219446404 0.78656609248549325 0.0026353423584551954 0.078372715519712186 0.092187185291663906 0.012617762945769299 0.13646403505108559 0.026017095402800835 -0.012427835288977399 0.088432700052541433 0.0076025193765115765 -2.2702767088557496 82.713557524925406 0.0089614027083354288 1.0000000180025095e-35 0.17659231283033169 23.686598695022223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 10 18 13 7 25 -1 11 27 14 26 -6 -5 16 -16 -2 -11 -4 -20 21 -3 -13 -22 -25 -7 -9 -10
right_child=1 20 3 4 12 6 -8 8 9 17 -12 22 -14 -15 15 -17 -18 -19 19 -21 23 -23 -24 24 -26 -27 -28 -29
leaf_value=-0.040201269944212775 0.0018565416437618866 0.026049024332580741 0.032248139376775863 -0.01169286370008211 -0.011123023338296472 0.028392401877938955 -0.0026017238943427112 0.024068897145994805 -0.014606457200847196 -0.0019332187644342568 -0.027283168437444862 0.025916843368692283 0.0015261210545018005 -0.052141505877925348 0.018780669954843635 -0.018432715214724258 -0.034760238577152394 0.033792416250422314 0.0070305914893434365 -0.0076619258691581101 0.046157720052555209 -0.01481286362802681 -0.0049875920334058604 0.03917332852785687 0.0054537449754849532 0.054756801056220661 0.054835803106914639 -0.045552269375989544
leaf_weight=18.585299044847488 1072.66793435812 32.053949564695358 20.877122133970261 29.420798003673553 825.53906741738319 32.64554437994957 32.299576550722122 20.225801408290863 20.576826959848404 51.877598315477371 35.507591724395752 20.160354614257812 219.38733443617821 33.54707795381546 154.4608992934227 25.047680377960205 19.434408575296402 25.292059361934662 236.73526713252068 127.93112337589264 26.877334177494049 27.600093752145767 30.533848345279694 20.955127090215683 28.088315725326538 36.372200220823288 30.012791126966476 19.444446623325348
leaf_count=50 2868 86 56 79 2205 88 87 55 55 139 95 54 586 90 414 67 52 68 633 342 73 74 82 57 76 98 82 52
internal_value=4.00691e-06 -0.00141211 -0.00243239 -0.00641941 -0.00988564 0.0123161 0.0280281 0.00556088 0.00949961 -0.00374909 0.00211927 0.0249204 -0.0084626 -0.0333703 0.00294629 0.0135529 0.00119723 0.00973959 0.00352813 0.00186181 0.0196131 0.00706666 0.00723105 0.0293833 0.0200135 0.0424178 0.042621 -0.0298423
internal_weight=3274.16 2936.13 2800.56 1493.44 1107.89 338.026 101.317 236.709 218.124 117.191 1307.12 100.933 1044.93 62.9679 1271.61 179.509 1092.1 77.1697 385.544 364.666 135.575 59.654 50.6942 75.9208 49.0434 69.0177 50.2386 40.0213
internal_count=8763 7853 7487 3991 2960 910 273 637 587 314 3496 273 2791 169 3401 481 2920 207 1031 975 366 160 136 206 133 186 137 107
is_linear=0
shrinkage=0.05


Tree=15
num_leaves=31
num_cat=0
split_feature=42 28 21 43 31 30 21 21 16 33 31 33 12 40 23 29 28 31 21 7 23 12 39 3 30 15 42 28 16 23
split_gain=18.6605 26.1616 23.0257 15.8061 20.9087 16.6456 13.5383 12.9951 12.3893 11.4326 11.2747 22.6398 20.5006 16.6791 14.0123 11.5578 10.946 10.6888 8.44885 15.4949 12.016 6.51068 12.4775 11.7175 6.26397 4.94864 5.12561 4.40372 7.67127 9.8833
threshold=0.59040795660036283 -0.052264155395706065 0.0079953030642309804 -0.70710678118654735 0.00093942940457225404 0.0016654022891863815 -0.0079559590610117654 -0.0084521266734920875 0.017148089458315818 0.0042703287206451923 -0.005848719985338746 0.01802441896306238 0.094592955231158196 0.006620676053516847 0.092995042089057803 -0.028686874569086526 -0.011694880799935812 -0.0029306233284858776 -0.011794975186543821 51.982455591532236 0.019325814701751796 0.047470925854978453 0.0056320296456955693 0.079609572177294155 -0.0079045165520231896 0.93594454564228202 0.66831911937422706 0.095437095755104603 0.089943606198763237 0.071923636096468929
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 25 3 6 7 -6 8 -5 -3 -1 11 13 14 24 -13 -14 -15 21 19 -19 -20 22 -12 -23 -11 26 -2 28 29 -4
right_child=1 2 27 4 5 -7 -8 -9 -10 10 17 12 15 16 -16 -17 -18 18 20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.044231983563610869 0.028078723179768207 0.033456648242895314 -0.030317919584662567 -0.0034259656779731893 0.051905087758961077 0.0048161326970883435 0.029156916669674585 -0.026615448100888311 0.0025375356967146322 0.017868288255232862 0.01389675891050338 -0.0028801430677949953 0.012989711282541653 -0.034003945695620666 0.039002339131823188 -0.028618330136988529 0.0057471049342616154 -0.010940552729964362 -0.012739677467038336 0.0059277792424805307 0.0088427260441845158 0.036552922472186028 -0.020702248484345435 -0.0021192148064751314 -0.016038046568254433 0.015246626471695583 0.065277149364992723 0.00083043978382970414 -0.038862687037767685 0.015132334414049722
leaf_weight=17.201224565505981 19.141460359096527 38.31100407242775 26.356617301702499 242.88093295693398 19.222653776407242 690.23350763320923 100.0368886590004 80.637734651565552 210.29910477995872 30.097912788391113 76.188164949417114 34.616706520318985 24.476345390081406 144.67803463339806 46.392445415258408 51.199253708124161 19.402183026075363 492.13577714562416 86.159753561019897 187.69201058149338 254.35660660266876 47.314529120922089 39.437286823987961 32.958216488361359 24.643369942903519 18.555031001567841 19.710347712039948 22.190679460763931 43.983615040779114 21.588589936494827
leaf_count=49 52 105 75 671 53 1897 274 223 577 83 210 96 67 424 126 145 54 1366 239 519 703 130 109 90 69 50 53 62 131 61
internal_value=-6.61985e-06 0.00390105 0.0026249 0.0044112 0.00129842 0.00610619 0.0136164 -0.00922788 0.00733383 -0.00378188 -0.00333887 -0.0109123 0.00356837 -0.0213008 0.0210621 -0.0150954 -0.0292724 -0.000995808 -0.00305355 -0.00627588 0.00336498 0.00969259 0.0020449 0.0206299 0.00251179 0.0370019 0.0471978 -0.0189425 -0.0237656 -0.00975978
internal_weight=3162.1 1553.15 1495.74 1381.62 1032.97 709.456 348.647 323.519 248.61 1608.95 1591.75 375.506 156.685 218.822 81.0092 75.6756 164.08 1216.24 1020.34 679.828 340.516 195.898 115.625 80.2727 54.7413 57.4068 38.8518 114.12 91.9288 47.9452
internal_count=8763 4284 4129 3800 2844 1950 956 894 682 4479 4430 1064 434 630 222 212 478 3366 2827 1885 942 539 319 220 152 155 105 329 267 136
is_linear=0
shrinkage=0.05


Tree=16
num_leaves=27
num_cat=0
split_feature=5 16 15 30 21 28 39 41 21 35 14 2 32 28 43 39 37 35 35 10 21 10 39 42 39 29
split_gain=19.1283 11.967 12.2927 10.1323 11.2431 19.579 10.0687 9.1265 8.11392 7.41302 7.25096 7.09388 3.92275 3.60872 4.64165 3.2093 2.98462 3.1061 4.42077 2.28487 1.85456 1.4384 1.39886 2.56416 1.25241 1.04339
threshold=0.059884538132563982 0.0078289340126600025 -0.062720134170144534 0.0080320401944386933 0.0027790856663170685 0.016343840612754467 0.0085804654958040062 0.010797227731053563 -0.011076886667073613 -0.00028282867849976906 1.1473355574422259 0.34914416623035133 0.00095361373704806057 0.1057500343987043 0.37940952255126054 0.010862640275179103 -0.05649519148949577 -0.0094178690410833248 0.010669164253070742 79.221867489798242 -0.060368242619433826 77.038148357803763 0.0037905272979373798 0.26853581648970798 0.0068898605550994476 -0.020863756603086477
decision_type=2 2 2 2 2 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 6 4 11 -6 22 -8 -1 10 -5 -4 -11 15 19 16 -2 24 -19 -15 -17 25 -3 -24 -18 -22
right_child=13 2 3 9 5 -7 7 -9 -10 12 -12 -13 -14 14 -16 20 17 18 -20 -21 21 -23 23 -25 -26 -27
leaf_value=0.093995989715734085 0.027126111393823527 -0.035417867512269177 0.030294225468756743 -0.0016577535179136092 0.11457573372362791 -0.0097540882538237565 0.055515922680234212 -0.020658496108044534 0.011406431609670304 -0.032563408278978093 0.059150178709248741 0.0057355758520362572 -0.0050929487076088195 -0.034261710753528095 0.044198071841045641 0.0054382821138845711 -0.0052745395874959451 0.00086011122466134811 -0.023025657500249774 0.012566092261584033 -0.015330180409978501 -0.00053108211627277461 -0.02573083550126451 -0.00017015239497498199 -0.035353681004082087 -0.028224850322890072
leaf_weight=6.0188845247030258 5.4205666631460181 18.034845866262913 31.423291608691216 32.070283509790897 6.5067539885640127 5.9223104640841484 8.6080280095338804 6.9741005450487128 6.1496096625924093 31.918367512524128 5.6577283293008795 467.98156858980656 22.755342967808247 5.0207227766513842 6.1168236806988707 5.9149363413453093 5.0640417262911823 63.558972105383873 27.52962264418602 5.0254497826099396 24.681144297122955 7.2044244036078444 35.277621202170849 14.126846946775911 15.114236339926718 59.712663277983665
leaf_count=51 53 183 284 303 55 56 80 68 54 317 53 4251 215 50 60 60 50 617 269 50 253 72 360 142 152 605
internal_value=2.70059e-06 0.00412401 0.003242 0.00572717 0.00848337 0.0553299 -0.0147702 0.0211893 0.0530983 -0.00947861 0.00746114 0.00729661 -0.0212516 -0.012485 0.0100679 -0.014214 -0.00853518 -0.0103402 -0.00632137 -0.010451 -0.0209426 -0.0227047 -0.0231719 -0.0185381 -0.0281147 -0.0245356
internal_weight=929.789 699.426 687.257 604.236 511.834 12.4291 83.0214 15.5821 12.1685 92.4017 37.728 499.405 54.6737 230.364 16.163 214.201 116.687 111.267 91.0886 10.0462 97.5132 91.5982 67.4393 49.4045 20.1783 84.3938
internal_count=8763 6472 6367 5534 4646 111 833 148 105 888 356 4535 532 2291 160 2131 1141 1088 886 100 990 930 685 502 202 858
is_linear=0
shrinkage=0.05


Tree=17
num_leaves=31
num_cat=0
split_feature=30 20 21 43 40 40 12 30 11 4 32 3 1 5 16 20 29 30 12 1 43 11 20 40 1 16 26 25 1 27
split_gain=19.7513 22.6542 16.2792 16.6011 15.9868 15.4149 14.3441 23.013 19.6356 17.3329 13.0374 12.3184 14.0376 13.0897 11.8731 10.8298 10.7727 10.4614 9.87138 9.71157 8.47431 11.4984 7.84298 7.35072 7.33588 6.59872 6.54878 6.21381 11.5664 8.85229
threshold=-0.0062819970779990431 0.64058119895516297 -0.033149079124906132 1.0000000180025095e-35 0.0032442946588827348 0.0022805641646493177 0.064144110372399629 -0.010432889100694053 0.14898444252376816 0.65072809581017554 -0.00018461401643211263 0.06635998709542669 0.049457999003401545 0.057396469418112245 0.10278487327606557 4.7764982782858256 -0.013133405852610689 0.019355253826579967 0.094592955231158196 0.078997237212192539 -0.78656609248549303 1.0589737029528676 -1.862395191848133 0.015591144994381764 0.11939880057928288 0.047665786945959319 0.00093895758387939809 -0.0056633284196837535 0.02130608978330813 -0.0031829148898589372
decision_type=2 2 2 2 2 2 2 2 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 19 11 5 -5 7 22 18 23 16 13 -13 -4 15 27 -9 -6 -8 -2 -17 -22 -1 24 -10 -21 -12 29 -29 -3
right_child=1 14 3 4 17 -7 8 10 9 -11 26 12 -14 -15 -16 20 -18 -19 -20 25 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0093883968933236341 -0.034187634106775958 0.010115265127628453 -0.0099963799266122883 0.017140885521496493 0.0047491236168135421 -0.035250711771289314 -0.030355327264946497 0.016143729129810887 0.023127742810619963 -0.015582294131946712 0.042877569549521953 0.03888507235525665 -0.0023931294638798867 -0.041669422208403251 0.024804383562539431 -0.03353240297259711 -0.018203410877337914 -0.028031267092590628 0.0044535301693100788 -0.028607166484197685 -0.022910894273246184 0.016941851041235568 0.043306869094510404 0.042103178759170488 -0.011079415069600964 0.0043629080057477057 0.0072786197916306153 0.0359957948482569 0.0067682095680398797 -0.0032036649147324497
leaf_weight=22.28790357708931 72.193975389003754 196.26148876547813 628.6710744202137 18.99421700835228 715.89419463276863 52.078692227602005 57.841803133487701 35.786113828420639 55.340076297521591 42.448499798774719 26.222856998443604 23.945898443460464 142.50288915634155 34.449548959732056 66.460512697696686 32.19278684258461 62.302405714988708 25.06051105260849 31.01703268289566 23.533001750707626 35.535622239112854 36.612357050180435 79.368556141853333 32.177628964185715 21.557048857212067 41.815778076648712 26.245869189500809 39.199483394622803 251.40199741721153 341.31526365876198
leaf_count=61 193 525 1680 51 1913 140 155 96 149 114 71 64 381 92 181 86 167 67 83 63 95 98 218 87 58 112 71 105 674 913
internal_value=4.10353e-06 -0.00163058 -0.0050151 -0.00362632 0.00145054 -0.0211744 0.00923191 0.0175597 0.000469815 0.0114313 0.00510311 -0.00860142 0.00353506 -0.0116554 0.00439201 0.00292936 -0.00561777 0.00363005 -0.0181574 -0.0215395 -0.0122301 -0.00262248 0.035936 0.0219945 0.0134714 -0.00745925 0.0252131 0.00484656 0.010739 0.00165056
internal_weight=3270.72 2778.12 1779.14 1641.6 812.028 71.0729 492.596 252.214 240.382 151.523 150.557 829.569 166.449 663.121 998.98 932.519 98.0885 740.955 88.8588 137.543 104.341 72.148 101.656 109.075 76.8971 65.3488 52.4687 828.178 290.601 537.577
internal_count=8763 7433 4756 4388 2171 191 1330 684 646 408 405 2217 445 1772 2677 2496 263 1980 238 368 279 193 279 294 207 175 142 2217 779 1438
is_linear=0
shrinkage=0.05


Tree=18
num_leaves=31
num_cat=0
split_feature=42 44 21 37 28 5 43 21 31 3 12 27 40 29 31 10 40 27 28 15 37 12 28 7 43 13 26 43 1 40
split_gain=16.7721 26.6543 20.6414 19.9013 15.5243 11.4733 12.3753 11.1758 8.78176 20.6804 18.3994 19.1513 16.2656 11.2111 11.1832 8.95699 8.71536 8.53934 8.3961 7.78633 7.86318 12.9791 10.8126 6.68185 6.57027 6.45526 10.7389 6.25044 6.17584 5.88209
threshold=0.59040795660036283 -0.37940952255126015 0.0079953030642309804 -0.0010314925919517879 -0.052264155395706065 0.017421852893684833 0.12940952255126045 -0.029424627692313601 -0.005848719985338746 0.084915240352027702 0.094592955231158196 -0.015922320362949938 0.006620676053516847 -0.028686874569086526 -0.0029306233284858776 44.665839536807304 0.0054670779034023268 -0.008488954808054068 0.033596115193832397 0.99740886255971983 -0.021432843429753098 0.05075376312200499 0.06813562412046309 31.528969871258926 1.0000000180025095e-35 -0.014388374328832335 -0.0045775224310581559 -1.0000000180025095e-35 0.046519647495526749 0.015169236847580049
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 4 18 -3 -6 -7 -5 9 12 11 -11 17 -12 25 -13 24 -1 -2 20 21 -16 -22 27 -9 26 -10 -14 -28 -15
right_child=1 2 -4 7 5 6 -8 16 14 10 13 15 23 29 19 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.021581154154914572 0.0063602043800014274 0.040047469104367912 -0.017813349409582041 0.018601228622168682 0.034682109049717351 0.013239670488669558 0.0012726346053819071 0.010911439034773488 0.0020022761137145234 0.042050115689354406 0.012749613794913432 -0.025594055430978143 0.00013982670077670222 -0.0068200781068325535 0.022945844127303675 0.019338354850604877 -0.016248810663224405 -0.017870054898641539 0.042897491198849412 0.02810329037696277 -0.0073167557223649806 -0.0062196125447113552 0.019669344085694342 -0.038285679850798685 -0.011070226017856222 -0.018552291207537309 0.013023721206767364 -0.030557746911730518 0.042436148488440857 -0.041610062792081043
leaf_weight=28.420502096414566 43.980257481336594 41.998217642307281 69.742907613515854 33.379039615392685 41.360046088695526 468.57286533713341 402.66733264923096 62.976589858531952 104.63086023926735 43.559458374977112 24.490550816059113 23.616035878658295 29.219275772571564 20.37690532207489 65.904470384120941 20.65934345126152 290.5496886074543 26.265396863222122 24.768300354480743 18.836416095495224 823.2512401342392 89.89944863319397 38.684563636779785 87.053334146738052 73.541030079126358 18.495160967111588 38.472993195056915 37.284781694412231 34.51510939002037 31.636213511228561
leaf_count=78 122 113 203 91 112 1278 1101 175 288 118 67 66 84 58 181 58 816 74 68 52 2288 249 106 259 205 51 106 111 94 91
internal_value=-8.81724e-06 0.003693 0.00840201 -0.00541245 0.0103242 0.00894661 0.0077153 -0.00916721 -0.00359445 -0.0103225 0.00291092 0.0185404 -0.0207862 -0.014969 -0.00155618 -0.00451913 -0.0113531 0.00254362 0.0196394 -0.00363127 -0.00422623 0.006092 -0.00609765 -0.0291234 -0.000892758 0.00938267 0.0123284 -0.0170154 0.0270399 -0.0281158
internal_weight=3158.81 1553.54 1024.34 529.195 954.598 912.6 871.24 460.446 1605.27 372.582 164.339 87.8348 208.243 76.5037 1232.69 44.2754 427.067 54.6859 68.7486 1036.58 1017.74 155.804 861.936 153.557 136.518 196.114 177.619 66.5041 72.9881 52.0131
internal_count=8763 4284 2807 1477 2604 2491 2379 1287 4479 1064 458 242 606 216 3415 124 1196 152 190 2876 2824 430 2394 454 380 539 488 195 200 149
is_linear=0
shrinkage=0.05


Tree=19
num_leaves=28
num_cat=0
split_feature=5 16 15 39 30 21 28 38 41 41 2 17 10 19 1 7 13 41 28 32 12 7 41 39 5 38 20
split_gain=17.836 10.5758 11.5298 9.54568 9.43196 9.9865 9.3665 9.27674 8.19508 6.94573 6.61417 6.13738 3.49812 5.34934 6.95912 3.65337 3.09278 2.97615 5.82975 3.83414 2.50287 3.36157 1.92437 1.39937 2.55177 1.22321 0.475865
threshold=0.059884538132563982 0.0078289340126600025 -0.062720134170144534 0.0085804654958040062 0.0080320401944386933 0.00089772857442038895 0.016343840612754467 0.00030233891926667594 0.010797227731053563 0.0007901333205745445 0.34914416623035133 -0.37117938300787817 70.967713960526865 0.91350599818813139 0.11624380261132243 90.903885534938283 1.0289497168353117 0.0013157917758271965 -0.043322990801489554 0.0060046353236393327 0.065531601637228112 84.248709536776119 0.0075242112138003267 0.0037905272979373798 0.036878737906607957 0.046714241844924349 -1.4612335210484566
decision_type=2 2 2 2 2 2 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 23 5 10 -7 -1 -5 -6 -4 -11 16 14 -14 20 17 18 -2 22 25 -22 -19 -3 -25 -15 -18
right_child=12 2 4 8 9 6 -8 -9 -10 11 -12 -13 13 15 -16 -17 26 19 -20 -21 21 -23 -24 24 -26 -27 -28
leaf_value=0.003490743471052226 -0.034175542639109144 -0.035312299626420469 0.028699761789114899 0.051412537632599259 0.030559123943855543 0.076672003166032288 0.0046486189065995873 0.089546732500265902 -0.020368134383104766 0.021904901457414309 0.0052353014314606185 -0.019203328047994114 0.06260210898994488 -0.006295434628776771 -0.0038279365435382063 0.016042511358337858 -0.016124136197942961 -0.0107410662724397 0.031605848200905437 0.024182126157171108 -0.025726185756221834 0.029139096598262484 -0.023497168493665038 -0.0062078799738937464 -0.029457910968941903 -0.035418993894131147 -0.035412223550616809
leaf_weight=6.1169371381401998 5.0480873733758918 17.480106517672539 32.155810311436653 8.9997235313057882 9.6277344077825529 10.017677903175356 8.4566268622875196 6.6188969388604164 6.8642005920410147 10.197223365306852 464.99008993804455 71.859351776540279 6.4697360992431632 5.2381574958562878 9.5107242166995984 9.4772360697388631 5.3404259234666851 61.755305483937263 9.4924602806568128 5.6966663524508467 5.7182828709483129 5.2627080529928207 61.239763416349888 23.80783300101757 24.804081708192825 16.46528460085392 20.747378565371037
leaf_count=52 52 183 284 80 91 79 80 53 68 93 4203 704 61 51 95 92 51 619 93 57 60 54 627 245 257 164 215
internal_value=9.41213e-06 0.00395762 0.00311197 -0.0144638 0.00549405 0.00812677 0.044175 0.0489533 0.0201073 -0.00925026 0.00676852 -0.0140135 -0.01215 -0.00147001 0.0229776 -0.0108871 -0.0157848 -0.0128254 0.00834936 -0.0152613 -0.0188733 0.000142789 -0.0171469 -0.0228552 -0.0182099 -0.0286804 -0.0317313
internal_weight=929.459 701.996 689.26 81.9559 607.305 515.62 18.4743 12.7358 15.8639 91.6843 497.146 82.0566 227.462 58.1421 15.9805 42.1617 169.32 143.232 14.5405 128.692 32.6844 10.981 122.995 66.092 48.6119 21.7034 26.0878
internal_count=8763 6472 6367 833 5534 4646 159 105 148 888 4487 797 2291 577 156 421 1714 1448 145 1303 329 114 1246 685 502 215 266
is_linear=0
shrinkage=0.05


Tree=20
num_leaves=31
num_cat=0
split_feature=30 20 44 32 28 3 20 4 33 2 31 20 31 27 1 28 3 30 27 30 28 1 31 31 29 16 1 33 39 3
split_gain=17.869 20.3119 18.5383 15.6288 14.5595 26.1889 21.1465 19.8189 14.1402 13.4696 13.1743 12.9186 10.8151 10.3452 10.2788 10.1386 14.1019 9.70758 17.6859 8.95249 8.62923 14.7366 7.7561 12.0484 11.3607 9.89321 20.5446 7.41438 7.34061 6.88803
threshold=-0.0062819970779990431 0.64058119895516297 0.37940952255126048 -0.0021691938294327202 -0.0251924117170578 0.079609572177294155 0.15493692703589204 0.38772722263547688 0.03628859982983474 0.22246151668884265 0.0049437858204594348 4.7764982782858256 -0.0118257083055968 -0.00088376658830477915 0.08599770844404668 0.035624988262177422 0.065518232212199087 0.019355253826579967 0.01381502685375023 -0.011538941219446404 0.043661678900185068 0.10327905299559623 0.00087598003003121455 0.0082503262251381968 0.0095336145292574965 0.015828935564155346 0.048090608767043318 0.0093387690573453128 0.0077349772376771779 0.033551955257430897
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 19 8 -6 -7 -8 11 15 -9 -12 -14 16 -3 18 -5 -1 27 -22 25 29 -25 -4 -27 -15 -13 -24
right_child=1 10 22 17 7 6 9 12 -10 -11 13 28 14 20 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.044264522421439169 -0.022453413069590297 0.0038952147413496038 -0.020343869715823748 0.0003977769778446384 -0.024637837215186333 -0.032178982763618968 -0.0084084934918647186 -0.021188048566286977 0.017540778446948301 0.026827083473582192 0.046131117212139652 -0.03865568029283363 0.0066165689598672531 0.033089612816568879 0.048636440868666378 0.028545956460064616 -0.017496597511815579 -0.027357027764482972 0.030200928081876105 0.01928105303145318 -0.010912017233857181 0.016055418925556005 -0.04438484951237006 0.0069469552121570761 -0.020469625926029363 0.013134299530493882 -0.018235134784874488 0.010078202464882348 0.0003797686513942905 -0.018628958139628254
leaf_weight=65.032860338687897 75.196739673614502 444.87965869903564 74.101675599813461 894.59196445345879 66.131172657012939 53.420033693313599 40.286068469285965 18.609475463628769 19.298503667116165 81.533261984586716 20.43221852183342 32.515667617321014 40.415518999099731 55.640767335891724 22.983210563659668 33.392493188381195 93.066180318593979 28.781475871801376 52.637928694486618 82.875724822282791 99.770062446594238 102.55739796161652 29.372245341539383 94.073411554098129 62.860754638910294 132.51821687817574 85.946773916482925 97.04825496673584 18.691961646080017 248.59612116217613
leaf_count=182 201 1191 199 2392 177 144 108 50 52 221 55 87 109 149 62 90 249 77 141 225 267 279 79 251 168 354 230 260 50 664
internal_value=4.31653e-06 -0.0015485 -0.00475302 -0.00050143 0.00880181 0.0144692 0.00238104 -0.00426642 -0.0189094 0.0151362 0.00415767 -0.000296105 0.0121101 0.0115541 0.0219809 0.0018537 0.000182513 0.00118686 0.00206224 0.0303221 0.00953756 0.00273394 -0.0108889 -0.0151278 -0.00400909 -0.00456757 0.000767611 0.0185126 -0.0243364 -0.0213835
internal_weight=3267.26 2776.67 1778.68 1051.21 490.586 342.446 194.538 148.139 72.7185 121.819 997.995 622.546 82.0082 375.449 63.3987 571.338 537.946 976.011 947.23 147.909 355.016 202.327 727.469 434.903 156.934 292.567 218.465 152.689 51.2076 277.968
internal_count=8763 7433 4756 2811 1330 932 525 398 196 329 2677 1667 221 1010 171 1530 1440 2610 2533 407 955 546 1945 1162 419 783 584 409 137 743
is_linear=0
shrinkage=0.05


Tree=21
num_leaves=30
num_cat=0
split_feature=42 44 37 21 28 5 43 21 3 32 40 5 1 7 3 28 32 27 28 43 30 32 3 1 27 3 24 43 37
split_gain=15.0948 24.2033 18.5799 18.5012 14.2736 10.4474 11.4656 10.288 8.38674 8.26829 8.06927 7.88448 11.6411 9.063 10.5273 7.71099 7.64854 7.47417 7.15458 7.48552 6.62727 5.86499 5.49727 5.29444 4.19968 3.39348 2.69043 2.55433 2.45191
threshold=0.59040795660036283 -0.37940952255126015 -0.0010314925919517879 0.0079953030642309804 -0.052264155395706065 0.017421852893684833 0.12940952255126045 -0.030690498803829982 0.022451201241898613 0.00050170054542490619 0.0054670779034023268 0.11943331422221885 0.14552546325602447 41.269363409270753 0.13983441880511913 0.033596115193832397 -0.0069012660328533239 -0.0041420017867680441 -0.035305863462602248 1.0000000180025095e-35 0.0019855921568276841 0.0038480417263824182 0.10198898245609568 0.11350969582655808 0.00065353046559412677 0.069543429338413024 0.0047373794898982321 -1.0000000180025095e-35 0.013734370499285832
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 15 4 28 27 -7 -4 -1 11 20 12 16 14 -13 24 -10 23 -19 -20 -9 -5 -12 26 -2 -23 -11 -6 -3
right_child=1 3 7 21 5 6 -8 10 9 17 22 13 -14 -15 -16 -17 -18 18 19 -21 -22 25 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.039149009085999331 0.023812568331182272 0.050755266298381056 0.018909700260644823 0.0018471508272092407 0.019031623655707749 0.012603333874458535 0.0010921209045381248 -0.014711902120603099 -0.032247502916816544 -0.038031201735064871 -0.017316814898973628 0.043189129631757514 -0.032239576349220742 -0.016286537371696063 -0.00092834497454539133 0.041175712620764207 -0.0012864555565925593 0.025047353027249298 -0.023296291459077398 0.0052088777519397576 0.0079110523419388123 -0.040032080204038853 0.010931119135782204 -0.0034728498528318118 -0.0071806994879404437 -0.011216752156200459 -0.017674460011273953 0.044674505644609327 0.025642199532991208
leaf_weight=16.18091282248497 19.160415291786194 20.802512317895889 30.941814601421356 25.612760573625565 19.250658810138702 469.65231573581696 402.89063593745232 52.55512073636055 20.189745932817459 41.097536385059357 273.72411680221558 31.633455127477646 32.098563194274902 17.910284072160721 23.174460172653198 24.920269072055817 1252.6701983213425 18.287036746740341 46.076985239982605 45.44374406337738 83.837941020727158 25.267051517963409 18.091928035020828 27.222824901342392 24.846138060092926 18.255199044942856 29.301660925149918 22.271633923053741 21.225606769323349
leaf_count=47 53 56 84 74 52 1278 1101 146 57 121 773 85 92 50 64 68 3494 50 128 126 234 76 50 79 69 53 86 60 57
internal_value=-1.10114e-05 0.00349898 -0.00519105 0.00798002 0.00978989 0.00847032 0.00729458 -0.00883293 -0.00341896 -0.00304862 -0.0108532 -0.00164278 -0.00253935 0.0143592 0.0244761 0.0189743 -0.00178397 -0.0123564 -0.00334803 -0.00909751 -0.000773809 -0.0169551 -0.0155452 -0.0224242 0.00622377 -0.0281137 -0.0296663 0.0329803 0.038282
internal_weight=3154.59 1553.31 528.078 1025.23 956.093 914.065 872.543 459.151 1601.29 1585.11 428.209 1377.68 1304.96 72.7182 54.8079 68.9268 1272.86 207.43 109.808 91.5207 136.393 69.135 291.816 97.622 44.0066 43.5223 70.3992 41.5223 42.0281
internal_count=8763 4284 1477 2807 2604 2491 2379 1287 4479 4432 1203 3842 3643 199 149 190 3551 590 304 254 380 203 823 286 122 129 207 112 113
is_linear=0
shrinkage=0.05


Tree=22
num_leaves=31
num_cat=0
split_feature=5 43 39 44 21 40 39 44 15 9 20 16 26 32 36 40 21 32 28 43 34 39 18 17 20 21 2 21 44 16
split_gain=16.6455 10.1696 17.0978 14.0316 8.33194 8.0614 14.5738 17.5501 12.3578 9.70014 9.58181 7.89231 7.60215 13.833 7.73207 5.0336 3.68902 3.59317 3.39959 4.12122 3.37547 3.09888 2.922 4.50857 3.85661 2.28414 2.0788 1.82988 1.80563 3.76454
threshold=0.059884538132563982 1.0000000180025095e-35 0.0017146837697394055 0.1294095225512602 0.00089772857442038895 0.0085499029120213212 0.0086971787150792717 0.60355339059327384 0.21109595190769517 -42.58681124265771 0.89580814153656718 0.0622837982081932 0.0068326475681453188 0.0025690610709303689 0.027813553469027589 0.012617762945769299 -0.027052785370087196 -0.0032815647807075601 0.1057500343987043 0.37940952255126054 0.0014581288132388128 0.010862640275179103 0.76341635524623486 0.79157765299517957 1.0460913494260045 -1.0000000180025095e-35 0.37932691135535301 -0.060368242619433826 -0.12940952255126037 0.081489911814430008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 6 8 10 16 -10 -8 20 13 -4 -14 17 -3 -7 21 25 -6 22 23 24 -2 -20 -19 -23 29 -29
right_child=18 5 4 -5 11 15 7 -9 9 -11 -12 -13 14 -15 -16 -17 -18 26 19 -21 -22 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.11756202529145986 0.00017585696293573468 0.022693482707009643 0.007550847464376495 0.020922202348117726 0.089677849030888379 0.01126952135689672 -0.02083670926278133 0.098470814404265986 0.019435505222325525 -0.0036087021690418089 0.059801640672782298 -0.0076710244498277283 -0.014718830260183847 0.076561613751296748 0.043481618286755383 0.021082219614592754 -0.020974414699578309 -0.0047188689833409792 -0.034119232427818745 0.041294562829714887 0.033497135921065124 0.0060839354002592671 -0.02247869653046676 0.032061674769236624 -0.023454154983100106 0.013226551307225904 -0.033237064744749772 -0.027217174004954211 -0.029071215942787432 0.0026777503794746774
leaf_weight=6.3690085485577574 55.144221886992455 4.9721986427903166 234.96532006561756 9.4674697294831258 6.2396034523844737 6.203277274966239 10.203876152634622 8.035568952560423 72.301119424402714 122.92515883594751 5.6071865558624259 5.456789791584014 61.058799207210541 7.4167010486125937 6.1637345105409613 6.8652102947235099 76.762463942170143 8.1631701663136464 4.8696732595562944 6.3402408212423316 5.6051828637719154 5.8264632374048224 26.53717278689146 7.9636569097638121 24.76755727827549 4.9597399905323991 39.564508743584156 24.207034036517143 45.999047212302685 18.055484607815742
leaf_count=51 543 46 2134 82 57 59 93 68 618 1134 50 50 576 66 58 65 744 80 50 60 50 60 265 79 254 50 391 254 487 189
internal_value=1.85118e-05 0.00380399 0.00997627 0.0605957 0.00749101 -0.00203365 0.00130893 0.038741 -0.00190878 0.00490559 0.0076425 0.0412033 0.00557823 0.00971385 -0.00925141 -0.0186292 -0.0182324 -0.0238065 -0.0118232 0.0100376 0.0640136 -0.0135466 -0.00793596 -0.00346686 -0.00710561 -0.00983326 -0.028484 -0.0203004 -0.0221036 -0.0143512
internal_weight=929.017 704.346 342.743 15.8365 326.906 361.604 300.808 23.8466 276.961 195.226 15.8111 17.3016 309.605 242.382 67.2225 60.7962 81.7347 53.931 224.67 16.1697 11.8448 208.501 114.413 87.8754 79.9118 9.82941 47.7277 94.088 88.2616 42.2625
internal_count=8763 6472 3124 133 2991 3348 2753 211 2542 1752 143 157 2834 2200 634 595 790 530 2291 160 107 2131 1141 876 797 100 471 990 930 443
is_linear=0
shrinkage=0.05


Tree=23
num_leaves=31
num_cat=0
split_feature=38 21 44 28 31 21 28 31 21 30 11 28 33 30 3 3 43 20 3 10 33 15 21 30 28 7 40 39 28 1
split_gain=18.39 23.0402 18.6654 14.8687 23.3742 14.5232 12.8776 13.613 16.3693 12.7997 20.6694 16.9529 12.7556 11.4788 11.9539 11.9364 10.947 16.3046 10.8074 10.5989 14.3881 15.5924 9.87323 13.971 9.37837 9.36614 9.24358 9.22362 8.80081 8.61973
threshold=0.00030233891926667594 0.0079953030642309804 -0.60355339059327384 -0.018620803399565889 -0.001654605622501434 -0.016811042551571124 -0.066667820860410329 -0.0075888757101325631 -0.025682892008867943 0.0078816678395305321 0.94745982187148281 0.039073950988631402 0.012231114281625226 0.0036504616297093496 0.050175774722519433 0.039665039861642333 -0.37940952255126059 0.76911702689450601 0.023359588131628469 22.894091455745791 0.043979341982277237 0.093419929355665107 -0.011076886667073613 0.00011996921007825043 0.024773871700107288 82.915989871280445 0.0085499029120213212 0.014869231805726786 -0.0023967633092303602 0.036594784530664594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 25 6 5 12 19 16 -9 13 11 -11 -5 15 -15 -4 17 -8 -6 -1 21 -21 23 -20 -24 27 -14 -2 29 -7
right_child=1 -3 9 4 18 28 7 8 -10 10 -12 -13 26 14 -16 -17 -18 -19 22 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.025749562522151992 0.0017036893610933594 0.01757405153467816 -0.018915664928423958 0.020675878566556529 0.039471282912889261 -0.027365868090864172 0.028008785424674439 -0.034042737774276639 0.012372844913942038 0.027190178387247882 -0.016211589169796908 -0.00070709089075722152 -0.038290495051151702 -0.0087046573097541071 -0.028221761650890877 -0.0018265119474914087 0.035913232618912785 -0.028738985702145906 0.020504962366492623 0.015184630730180599 0.046830330563067679 -0.023380463852349275 -0.010128476078038764 0.0015922232975869575 0.023194510460367412 0.017297917926755561 0.0021461613927634938 -0.033901969301168206 -0.031195906437518135 -0.00026965295622115814
leaf_weight=33.461117029190063 369.35315760970116 122.66901576519012 146.43990617990494 57.054691970348358 23.533168822526932 45.868224948644638 37.053006619215012 21.280304580926895 167.73448157310486 76.384898871183395 143.63760694861412 187.94383776187897 21.698119908571243 146.87421053647995 170.97584056854248 340.26611861586571 110.36616349220276 19.041740089654922 162.60459315776825 61.87527135014534 18.223103404045105 45.294932514429092 143.98127117753029 245.85720431804657 24.578584760427475 97.209021538496017 39.566415160894394 19.030233323574066 80.694340258836746 82.247051924467087
leaf_count=91 988 336 393 153 64 123 102 57 451 204 384 502 58 393 457 910 307 52 436 167 50 122 385 658 66 261 106 51 216 220
internal_value=3.84262e-06 -0.00333512 -0.00484946 0.00422325 0.000436913 -0.0103091 0.0110414 0.0163297 0.00710545 -0.00816787 -0.000939899 0.0073429 0.00364969 -0.0118262 -0.0192245 -0.00698139 0.0267631 0.00863953 0.00629943 -0.000763678 0.00587915 -0.0010747 0.00493129 0.00913661 -0.00522896 0.00342629 -0.0121329 -3.63443e-05 -0.0182405 -0.0100235
internal_weight=3262.8 1820.78 1698.11 1442.01 927.684 327.129 514.33 355.476 189.015 1212.52 407.966 264.329 118.319 804.556 317.85 486.706 166.461 56.0947 600.555 158.854 125.393 107.17 577.022 408.462 168.56 485.592 61.2645 388.383 208.81 128.115
internal_count=8763 4879 4543 3884 2485 876 1399 969 508 3243 1090 706 317 2153 850 1303 461 154 1609 430 339 289 1545 1094 451 1300 164 1039 559 343
is_linear=0
shrinkage=0.05


Tree=24
num_leaves=31
num_cat=0
split_feature=38 44 31 33 31 5 7 30 5 33 25 35 30 3 33 44 27 1 24 31 3 33 12 39 25 3 10 1 5 5
split_gain=14.3422 18.3519 13.3642 11.7572 11.6244 15.314 11.3656 11.0808 13.4501 21.5804 13.1009 9.93989 9.84155 9.76291 9.6326 8.97145 8.4371 7.46088 7.35714 10.7279 14.2761 10.7378 10.6525 18.1942 14.0696 10.583 6.98189 5.51881 4.38579 4.29989
threshold=0.0010551481849528923 -0.60355339059327384 0.0049437858204594348 0.0042703287206451923 0.018500982756248667 0.068840344523885391 82.915989871280445 0.0036504616297093496 0.024713127901306982 0.01493622256094583 0.011004179372931777 0.0060274148526587865 0.013567075902549035 0.044520579058186058 0.018673272832345818 -0.12940952255126037 6.1104316026595941e-05 0.036804320846565666 -0.022162966821130444 -0.0060031223920184104 0.08012925940895832 0.03628859982983474 0.07358339024779055 0.012392550657935418 -0.0064206751952484336 0.051370951514548062 69.110631996167172 0.030963116344298536 0.054675258817487395 0.046801015051480169
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 7 -1 12 -6 14 8 15 -10 17 -7 13 -4 16 -3 -2 -9 -5 20 25 -22 23 -21 -24 -20 -14 -18 29 -8
right_child=1 2 4 18 5 11 28 10 9 -11 -12 -13 26 -15 -16 -17 27 -19 19 22 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.046948235018795741 0.01435541967873514 -0.0056146964843929274 -0.015302485259656632 0.015366558176040997 0.049115210731472049 -0.018084834656716606 -0.018497045132572245 0.00062827142900565231 -0.0054461105985352679 0.028043321310379506 -0.0074913800506900873 0.024925131225252431 -0.031817506279765359 0.0054078114407518606 0.023903159285682551 0.02556847332279737 -0.01899430045252606 0.031676279405352496 0.0023210691056441929 -0.0010304014916705923 0.0033635344244965339 -0.0370895542695776 -0.027508827878409137 0.035311043339067615 0.019186983764417739 -0.026732741216152364 -0.005913105737716604 -0.0028604695009445658 -0.02927444063967808 0.0093338024514101336
leaf_weight=15.489014357328413 54.759739279747009 28.34512135386467 68.403344750404358 50.899889916181564 27.089171379804611 27.269473344087601 43.872336357831955 22.936565518379211 248.24822753667831 59.546266078948975 32.428584307432175 26.222182631492615 39.036379545927048 334.48560607433319 35.324038028717041 117.48041757941246 72.039743065834045 136.31207719445229 39.106969445943832 859.38870912790298 155.02020961046219 18.237201750278473 73.424594461917877 35.774652272462845 20.457568109035492 151.44547110795975 79.698462635278702 203.92944008111954 53.873508960008621 19.937290400266647
leaf_count=46 152 78 188 140 73 76 124 62 681 161 90 72 107 917 96 318 201 370 110 2387 435 54 205 98 56 458 226 569 156 57
internal_value=-1.2879e-05 0.00303995 0.0062473 -0.00374029 0.000880848 0.0185486 -0.0052207 0.0112467 0.00696859 0.00102356 0.0213363 0.00291298 -0.00184192 0.00187624 -0.000859157 0.0194732 -0.00352548 0.027239 -0.00325666 -0.00396212 -0.0113039 -0.000884684 -0.00125561 0.000420159 -0.0172707 -0.0207457 -0.0144914 -0.00709555 -0.0187325 -0.00972207
internal_weight=3150.48 1731.24 1247.5 1419.24 602.205 80.5808 483.736 645.297 453.62 307.794 191.677 53.4917 521.624 402.889 366.053 145.826 330.729 159.249 1403.76 1352.86 363.81 173.257 989.046 895.163 93.8822 190.552 118.735 275.969 117.683 63.8096
internal_count=8763 4774 3419 3989 1659 221 1355 1760 1238 842 522 148 1438 1105 1018 396 922 432 3943 3803 1057 489 2746 2485 261 568 333 770 337 181
is_linear=0
shrinkage=0.05


Tree=25
num_leaves=31
num_cat=0
split_feature=5 43 39 44 40 39 15 9 30 21 25 32 1 21 40 40 32 28 33 39 44 30 11 5 28 21 44 20 36 35
split_gain=15.5443 9.44855 14.9423 11.0314 7.61572 13.2061 10.4261 12.618 8.95992 7.46978 7.65256 12.4724 6.99997 5.55828 4.81964 4.61317 3.49422 3.21292 7.28704 2.99864 2.87448 7.63126 5.42489 4.25042 2.29863 1.79552 1.78895 3.00817 1.45828 0.785905
threshold=0.059884538132563982 1.0000000180025095e-35 0.0017146837697394055 0.1294095225512602 0.0085499029120213212 0.0092461551738954196 0.30067335301514125 -42.58681124265771 0.0053517721079553897 0.00089772857442038895 0.00016413113460468239 0.0025690610709303689 0.072176926531100818 -0.021214719797222097 0.012617762945769299 0.0063577282564199642 -0.0032815647807075601 0.1057500343987043 0.017326640617203945 0.010862640275179103 -0.70710678118654757 0.0043688990348939435 -0.081008576386701767 0.070973076207043032 -0.046156044419480936 -0.060368242619433826 -0.12940952255126037 -0.84383119188773115 0.024063383909658235 -0.021312141578720297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 15 -8 -7 10 11 -4 -11 -12 16 -3 -6 19 -19 20 21 -2 -22 -24 -18 -21 27 -27 -20 -28
right_child=17 4 9 -5 14 8 7 -9 -10 12 13 -13 -14 -15 -16 -17 24 18 28 25 22 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=0.10312342599503842 -0.018065463662900554 -0.021213617029859005 0.0080876536919778745 0.019926020141663139 0.010911939847747021 0.0679908726558245 0.024786922940524807 -0.0033062667707708829 -0.0044411196955493736 0.065672376585463862 -0.032657893508176515 0.075377310167158706 0.0019291587020171131 -0.00083575024880963339 0.020208015157608127 0.0024857940743529499 0.00276225419245151 0.052786509024680774 0.0024797837891054686 0.0062221828171114546 0.031945855012696901 0.041947388314044487 -0.0031947673969303573 -0.025610989144394348 -0.032088332290074698 0.012859141292654246 -0.015372461512143151 -0.020652859471856959 -0.034222680616915552 -0.032550654147159415
leaf_weight=7.0140069499611881 11.597941316664221 71.343303017318249 217.41146717965603 9.6255033835768682 6.2477641254663459 11.836794182658197 58.52139300853014 124.85437314212322 6.4349955469369879 10.158730879426004 17.115075543522835 7.0381313115358344 7.7201579213142386 69.418341971933842 6.9669594019651404 28.283663742244244 5.0268361493945113 6.0681309923529652 5.0620832741260511 5.8078802525997153 6.5068785920739165 9.506245404481886 41.339245460927486 44.524438329041004 41.517404809594154 8.09118854254484 10.14699614048004 33.582249969244003 5.1675860658288002 34.603557713329792
leaf_count=51 118 695 1971 82 59 99 486 1154 57 87 165 60 70 638 65 262 50 57 50 60 66 94 409 454 421 85 109 358 53 378
internal_value=2.8265e-05 0.00366015 0.00957205 0.0557012 -0.00198466 0.00123589 -0.00141328 0.00564059 0.0423241 0.00720662 0.00537446 0.0102526 0.0385898 -0.00721786 -0.0182796 -0.0144396 -0.0234819 -0.0115042 0.009643 -0.0132078 -0.00768282 0.00880148 -0.0115086 -0.0148931 -0.0282194 -0.0199356 -0.0217564 -0.0140114 -0.0157285 -0.02881
internal_weight=928.539 706.535 345.501 16.6395 361.033 301.275 283.003 183.376 18.2718 328.862 310.983 224.45 17.8789 86.5334 59.759 99.627 52.792 222.004 16.2978 205.707 113.475 21.1042 92.3706 85.8637 46.5442 92.2319 86.424 41.6734 10.2297 44.7506
internal_count=8763 6472 3124 133 3348 2753 2597 1640 156 2991 2834 2031 157 803 595 957 530 2291 160 2131 1141 212 929 863 471 990 930 443 103 487
is_linear=0
shrinkage=0.05


Tree=26
num_leaves=26
num_cat=0
split_feature=30 28 32 44 28 7 12 10 7 42 31 1 28 11 31 40 40 3 5 35 5 5 1 39 7
split_gain=14.6767 17.1515 15.9743 15.4165 13.5409 28.0796 24.1622 13.659 18.1437 10.7071 10.6003 19.0717 9.84631 9.6974 9.67203 13.872 9.53045 8.07829 19.6502 5.02383 4.55628 3.54584 5.61496 3.35347 3.07813
threshold=-0.0062819970779990431 -0.03944444709354044 0.0060046353236393327 0.60355339059327384 -0.0251924117170578 38.491822598214981 0.063586433093446651 25.469427210903039 62.341098529527351 0.22089651709904815 0.021325839060730514 0.11805600551305863 -0.007302296487817596 0.17099372266626583 -0.011403341943858369 0.0074530524375226699 0.006620676053516847 0.11519043146171358 0.053294038049167124 -0.024232278098388179 0.051629244070624823 0.046801015051480169 0.12331387020948489 0.013792204795486903 22.792851881406154
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 17 3 10 6 21 16 24 13 -5 11 -3 -11 -9 -7 -16 -1 18 -2 -18 -21 -6 -23 -4 -8
right_child=1 2 23 9 5 14 7 8 -10 12 -12 -13 -14 -15 15 -17 19 -19 -20 20 -22 22 -24 -25 -26
leaf_value=0.0049578918528454322 -0.038168685225133461 0.00081316528968706559 0.015359038058749247 0.021792448673455124 -0.0083085801104056025 -0.013456910230931646 -0.010626583228360031 -0.0015242979686248225 -0.026505084945410918 0.0060582300304330818 -0.026357062761461561 0.02734337636102023 -0.010693830429728135 0.027211310810634295 -0.0061822887456240462 0.045823074647618131 0.01153277066535353 -0.044176738141995311 0.014262632405770618 0.023396002554865285 0.047812803193976815 -0.04555682615729869 -0.010962121897152129 0.045218353515039021 -0.039878829178250141
leaf_weight=32.804334163665771 36.511165678501129 1769.891600638628 19.000775754451752 30.524007707834244 19.783290386199951 19.289869517087936 18.902482599020004 45.746137917041779 29.857658267021179 101.52462500333786 33.849125921726227 70.364725410938263 626.50143665075302 80.252882838249207 19.605501264333725 36.015489399433136 18.562169313430786 28.669792622327805 34.656754225492477 28.757270842790604 65.680736929178238 34.289425820112228 18.5740926861763 20.264943599700928 18.348483473062515
leaf_count=88 98 4741 52 82 53 52 51 123 81 272 91 191 1679 220 53 98 51 78 93 80 188 92 50 56 50
internal_value=2.86295e-06 -0.00140155 -0.000638937 -0.00111347 0.00801368 -0.00460127 0.0135205 0.00188894 0.0084164 -0.0071281 0.00131855 0.00183173 -0.00835035 0.0167458 0.0168265 0.0274241 0.0288796 -0.0217399 -0.0125818 0.0357695 0.0404632 -0.0267583 -0.0335397 0.0309721 -0.0252372
internal_weight=3258.23 2771.76 2671.92 2632.66 486.47 147.558 338.912 193.108 155.857 758.55 1874.11 1840.26 728.026 125.999 74.9109 55.621 145.805 99.8377 71.1679 113 94.438 72.6468 52.8635 39.2657 37.251
internal_count=8763 7433 7164 7056 1330 398 932 525 424 2033 5023 4932 1951 343 203 151 407 269 191 319 268 195 142 108 101
is_linear=0
shrinkage=0.05


Tree=27
num_leaves=31
num_cat=0
split_feature=42 44 37 21 28 33 16 30 21 40 33 28 31 33 40 12 27 28 33 36 15 28 33 28 27 28 28 16 12 21
split_gain=12.6992 20.0453 16.8848 15.7298 12.4759 9.55634 9.48535 9.81532 8.88734 7.72951 8.09319 7.07179 7.0716 17.0697 14.4481 14.392 12.3282 8.95417 12.159 10.8617 9.784 9.6873 8.64453 8.61054 8.20767 5.46755 4.82253 5.88147 4.69333 3.97636
threshold=0.59040795660036283 -0.37940952255126015 -0.0010314925919517879 0.0079953030642309804 -0.052264155395706065 0.0042703287206451923 0.013940980963581156 0.019355253826579967 -0.029424627692313601 0.0054670779034023268 0.0091309531565687187 0.033596115193832397 -0.005848719985338746 0.017740607125124441 0.006620676053516847 0.094592955231158196 -0.015922320362949938 0.005739216474223853 0.011622827705166832 -0.0011546826835313604 0.96393317025788139 -0.014474378948031103 0.0064801547455953226 -0.011694880799935812 -0.008488954808054068 -0.069447996811264595 0.091440794008422352 0.083919989741808282 0.07961933544481832 -0.018938591033976233
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 11 4 -3 -1 -6 -8 -4 10 -10 29 13 14 24 16 -15 18 19 -14 22 -20 -19 -16 -7 -17 27 -5 -11 -2
right_child=1 3 8 26 6 12 7 -9 9 28 -12 -13 17 15 23 25 -18 20 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.041012240434028846 -0.01178859225065799 0.035613927482667028 0.016457330528175856 -0.0028723747890821247 0.025926565279996306 0.02205841847839236 0.0049568490113613781 0.028453397973133301 -0.0060987736342001204 -0.016530256435656351 0.025585381347702569 0.039464582189201847 0.0041811641775786395 0.032555187083477953 -0.031208581539064275 -0.0054335156568032601 -0.0051612783553870939 -0.032408533742764083 0.0054613850488463228 -0.013396913176992781 0.029542975895942982 0.029889588013154202 -0.0048486577667839724 0.0051557794444848466 -0.016739992383732829 -0.037706292373370538 0.0056666796406216347 -0.038166256134321841 0.0093755455868558546 0.018612404625110712
leaf_weight=16.412566721439362 18.038650900125504 41.889730006456375 33.542692840099335 20.165836364030838 66.285170018672943 28.333049684762955 802.62103113532066 47.086770415306091 111.47698530554771 268.56511014699936 24.492600083351135 25.045185744762421 288.79766961932182 51.646706849336624 129.43352377414703 56.630707502365112 36.880833864212036 29.932226806879044 110.16831949353218 126.12478631734848 19.600744485855103 64.822376132011414 574.26294270157814 18.32523176074028 26.002678662538528 17.213451981544495 18.516830086708069 29.574081242084503 18.384911090135574 25.956485062837601
leaf_count=49 50 113 91 58 179 78 2185 127 312 765 68 68 801 141 403 162 104 83 303 350 54 177 1598 52 74 50 53 92 51 72
internal_value=-1.50768e-05 0.00320348 -0.00473154 0.00727207 0.00892829 -0.00315009 0.00769871 0.00626799 -0.00822538 -0.0101983 -0.000340059 0.0182743 -0.00275059 -0.00885888 -0.018558 0.00318629 0.0167979 -0.00091163 0.00349929 -0.00115197 -0.00509087 0.0145509 -0.0062274 -0.0266644 0.00340272 -0.0130649 -0.0158765 -0.023992 -0.0148504 0.00603569
internal_weight=3146.23 1551.64 525.503 1026.14 957.883 1594.59 915.993 849.708 456.462 422.92 135.97 69.0403 1578.18 364.466 202.094 162.372 88.5275 1213.71 589.913 414.922 623.796 174.991 604.195 147.759 54.3357 73.8442 68.2567 49.7399 286.95 43.9951
internal_count=8763 4284 1477 2807 2604 4479 2491 2312 1287 1196 380 190 4430 1064 607 457 245 3366 1631 1151 1735 480 1681 455 152 212 203 150 816 122
is_linear=0
shrinkage=0.05


Tree=28
num_leaves=31
num_cat=0
split_feature=5 15 30 21 28 39 7 35 32 16 18 22 40 40 10 20 5 33 44 44 22 22 34 39 20 24 28 43 33 7
split_gain=14.4615 9.05873 8.75925 7.47017 12.5649 7.42494 7.30491 7.12191 11.1817 14.9251 9.09418 6.14991 12.6212 6.5697 3.25576 4.59999 8.60733 5.38921 4.91778 3.45385 3.39756 4.37037 8.25075 3.70961 2.64921 3.99371 1.86911 1.86048 3.77209 1.29964
threshold=0.059884538132563982 -0.062720134170144534 0.0080320401944386933 0.0027790856663170685 0.016343840612754467 0.0085804654958040062 29.163526776315383 0.0046503952060203977 0.00095361373704806057 0.063176192471341749 0.41277548217037591 0.17092633553845729 0.0063577282564199642 0.0020957488597236735 70.967713960526865 -0.60543878221529479 0.076495906886290529 0.014371307149697983 -0.78656609248549325 0.78656609248549303 0.75723742920882831 0.61979361091070351 -0.0020343909044185367 0.0099934837819675663 0.97478142077102403 -8.9677603944007207e-05 0.1057500343987043 -0.70710678118654735 0.0095147388842541109 26.419955547695633
decision_type=2 2 2 2 2 2 2 2 2 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 11 -5 24 -7 8 10 -10 -4 12 -3 -13 19 16 17 -16 -17 20 21 23 -23 -2 25 29 -20 28 -26 -1
right_child=14 2 7 4 -6 6 -8 -9 9 -11 -12 13 -14 -15 15 18 -18 -19 26 -21 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0027292577834926047 0.0009952185569994448 -0.0021073302359018403 0.025905877862797078 0.084138394259595739 -0.010192212903105837 0.042321704497331206 -0.026350404385444726 -0.026849747087237447 0.076388128660433763 -0.019991072364308287 -0.026982532720465649 0.045679025137741865 0.085997068980548777 0.0051966387665661265 0.011321394631978281 0.027014875571170174 -0.021045591145225584 0.084425574266697889 -0.024298985811375431 -0.027857773321319307 -0.0300774762170085 -0.020547338138701545 0.053670042351954231 -0.019581496307814028 0.023725452350592421 0.024824044448011617 0.0063524910449199784 -0.032442114520234461 -0.034362607750975944 -0.034588836621112909
leaf_weight=6.1831612810492533 36.411693900823593 8.8813258111476916 11.126123413443564 8.1057422161102277 6.0107797160744658 10.668490201234819 5.8721108362078658 33.997043654322624 9.6544799655675906 6.6570301800966254 28.856417752802372 10.169240809977053 7.2255340665578833 495.91983173787594 5.1495455950498599 7.0181052461266509 7.229555904865264 5.2795268297195435 26.662832990288734 38.845299430191517 19.014491088688374 7.0069166719913483 7.6959372982382757 53.202909015119076 4.9141727387905103 7.2496667578816405 5.7661582604050627 33.600072801113129 6.1013203263282776 7.519631952047348
leaf_count=62 367 76 99 56 56 93 55 345 88 64 292 80 59 4414 50 69 75 50 277 412 203 73 78 581 51 67 56 369 65 81
internal_value=3.9186e-05 0.00351666 0.00556876 0.00799927 0.0438318 -0.0120707 0.01763 -0.00880558 0.00203127 0.0368672 -0.0121124 0.00701283 0.0373945 0.00602882 -0.0111735 -0.000811165 0.0202351 0.0492543 -0.0103864 -0.0147888 -0.0106127 -0.00699149 0.0180627 -0.0111734 -0.0196547 -0.00466711 -0.0186924 -0.0265552 -0.00801854 -0.0206989
internal_weight=927.995 708.712 626.604 536.312 14.1165 82.1086 16.5406 90.2911 56.2941 16.3115 39.9825 522.196 16.1069 506.089 219.283 57.1057 17.6586 10.4291 39.4471 162.177 123.332 104.317 14.7029 89.6146 65.568 20.9525 32.429 44.6156 11.0155 13.7028
internal_count=8763 6472 5629 4741 112 843 148 888 543 152 391 4629 135 4494 2291 577 175 100 402 1714 1302 1099 151 948 695 210 333 485 116 143
is_linear=0
shrinkage=0.05


Tree=29
num_leaves=31
num_cat=0
split_feature=38 30 28 5 28 44 28 31 28 31 16 43 30 3 28 3 40 40 12 33 16 37 16 16 3 28 5 30 31 10
split_gain=15.3243 19.3253 16.4503 15.3294 16.6987 14.3274 12.9412 22.0245 11.4471 11.4742 10.8553 10.0513 9.66488 10.957 15.9047 10.657 15.4119 9.63839 9.6072 9.53544 10.8417 14.1516 9.09868 10.076 9.17785 8.63927 8.0934 7.74012 12.3306 7.27322
threshold=0.00030233891926667594 0.0078816678395305321 0.11463978327039731 0.07994334603284943 0.039073950988631402 -0.60355339059327384 -0.018620803399565889 -0.001654605622501434 -0.066667820860410329 -0.0075888757101325631 0.095691888083585017 0.78656609248549325 0.0036504616297093496 0.039665039861642333 -0.035305863462602248 0.050175774722519433 0.0036027731614792966 0.0069213728022674862 0.018676397098489946 0.03628859982983474 0.097556551293355206 -0.0046528604452131797 0.0119365068631703 0.036234423863253089 0.068938974402057152 0.089524485080739832 0.064887372852385328 -0.0032891123978247725 -0.00035480934140996989 52.21770614275011
decision_type=2 2 2 2 2 2 2 2 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 5 3 4 11 -2 8 22 19 10 17 -3 13 29 -15 16 -14 -10 -9 20 21 -1 -8 24 -24 -6 -17 -20 -29 -7
right_child=1 2 -4 -5 25 12 7 18 9 -11 -12 -13 15 14 -16 26 -18 -19 27 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.012347119066396826 0.0015351078423391402 0.0094899364474261665 -0.028071811651401199 0.022665197935136671 -0.00023830615375970024 -0.0014013931305785743 -0.040450731614880699 0.037505901475852178 -0.0026156121701359728 0.0068154065646856381 -0.010759971243856945 0.041669917629080969 -0.042543876298555328 -0.029970426810972662 0.0028457265958336132 -0.029536257321343462 -0.00013118621305461579 0.034684594633719854 -0.017578170625448346 0.024281145310071323 -0.034724197402625043 -0.02954857569735922 -0.0040766091177058868 -0.018640715848851047 0.032546508862878451 -0.021227548610183666 0.0046252609712696081 0.021222343300227146 0.0024258603160422724 -0.025270483699660132
leaf_weight=72.485882997512817 349.06671944260597 114.77761074900627 37.964137554168701 110.35518810153008 303.21728307008743 47.79268890619278 22.946238666772842 23.245138645172119 19.789351314306259 188.51572743058205 18.602856189012527 30.960013747215271 25.828794300556183 41.994769096374512 299.66525876522064 154.28753918409348 124.54222819209099 125.44175973534584 36.179735392332077 30.199090510606766 27.403664827346802 27.797421634197235 159.17831578850746 125.3474794626236 19.064052909612656 58.499482125043869 19.223760604858398 109.60463440418243 430.71643695235252 98.88449427485466
leaf_count=197 935 308 102 302 814 128 62 64 54 508 52 83 70 115 800 413 333 355 97 83 75 75 426 336 52 157 52 294 1154 267
internal_value=1.86507e-06 -0.00304759 0.00380897 0.00578035 0.00209484 -0.00692376 0.00386256 0.000334504 0.0102563 0.0152691 0.0249558 0.0163843 -0.010565 -0.00610529 -0.00118079 -0.0172698 -0.00747295 0.0295693 0.00602845 -0.000901653 -0.00691107 0.00066642 -0.0101068 -0.00778433 -0.000115466 -0.00365159 -0.0257221 0.00474428 0.00625122 -0.0175334
internal_weight=3253.58 1817.06 655.774 617.81 507.454 1161.29 1436.52 926.282 510.236 352.35 163.834 145.738 812.22 488.337 341.66 323.882 150.371 145.231 599.746 157.886 127.687 100.283 326.536 303.59 178.242 361.717 173.511 576.501 540.321 146.677
internal_count=8763 4879 1766 1664 1362 3113 3884 2485 1399 969 461 391 2178 1310 915 868 403 409 1609 430 347 272 876 814 478 971 465 1545 1448 395
is_linear=0
shrinkage=0.05


Tree=30
num_leaves=26
num_cat=0
split_feature=5 38 28 21 12 28 40 28 30 5 40 1 28 32 41 12 1 40 40 10 28 37 43 21 35
split_gain=12.6776 11.4015 18.7667 16.4433 12.6741 13.5661 13.2524 6.39606 15.3523 16.4485 18.2013 15.1421 12.025 14.5491 11.7118 10.6946 10.58 18.9885 9.69546 7.29873 4.79821 4.72301 4.27375 4.77642 3.53431
threshold=0.011140903004324987 0.0010551481849528923 -0.035305863462602248 0.0079953030642309804 0.029404065049481443 0.033596115193832397 0.0045643886376340549 -0.015405536795552701 -0.0017774051994923234 0.042483512743266061 0.016309628848525434 0.029533000767505244 -0.054691144646274253 -0.0013857079987578448 0.002006347424692106 0.064144110372399629 0.056310821126088297 0.0091160470067026111 0.0064143380771296155 22.894091455745791 0.023616979500161464 0.033017748132805343 -0.5 -0.032047193116576007 -0.00021289971772431302
decision_type=2 2 2 2 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 22 4 6 -6 -4 12 9 11 -11 -9 14 15 -2 -14 17 -10 -15 -16 -18 -5 -3 -24 -23
right_child=1 2 3 21 5 -7 -8 8 16 10 -12 -13 13 18 19 -17 20 -19 -20 -21 -22 24 23 -25 -26
leaf_value=-0.051287574846439025 0.035183871366545091 0.048767028187323022 0.018491100978921232 0.0026299658195061979 -0.0033897969004292742 0.0066969699716130614 -0.026066494298805823 0.025803469052685185 -0.0054530011331997185 0.025579699010246232 -0.027305481954376494 -0.009857708063645252 -0.0067525725049616299 -0.0083892910525798555 0.018855748250011514 0.029597419856774543 -0.00090233480789255859 0.040374189869221304 -0.030504688379693203 -0.0073081862231026973 -0.030677872905481858 -0.04229860472985425 0.034438391113654272 0.0025843002085449741 -0.016890863103543634
leaf_weight=11.911387145519255 24.263859003782272 19.261294633150101 191.64050021767616 24.289400935173035 703.04224163293839 633.23598676919937 18.102818876504898 37.354426711797714 417.23311701416969 141.08015713095665 18.216927468776703 144.47429737448692 128.79153630137444 85.216972589492798 33.337393641471863 23.891879320144653 18.323371678590775 23.782988667488098 121.21115013957024 130.6326060295105 55.771879911422729 17.576990634202957 27.093625158071518 21.412599235773087 69.687698274850845
leaf_count=35 68 52 522 70 1940 1734 50 102 1170 385 51 403 375 239 93 65 51 66 367 372 158 55 73 58 209
internal_value=-1.65776e-05 0.000178639 0.00290237 0.0018439 0.0031847 0.00138653 0.0146109 -0.0031659 -0.000460846 0.00775872 0.0194871 -0.00249393 -0.00738754 -0.0127545 0.00282628 -0.00101616 -0.0059143 -0.00296172 -0.0214078 -0.00194997 -0.0233931 -0.0166796 0.0286778 0.0205138 -0.0221083
internal_weight=3140.84 3128.93 1725.34 1657.58 1546.02 1336.28 209.743 1403.58 856.237 341.126 159.297 181.829 547.345 359.112 188.234 152.683 515.111 441.016 206.428 163.97 74.0953 111.554 67.7675 48.5062 87.2647
internal_count=8763 8728 4763 4580 4246 3674 572 3965 2386 941 436 505 1579 1046 533 440 1445 1236 606 465 209 334 183 131 264
is_linear=0
shrinkage=0.05


Tree=31
num_leaves=31
num_cat=0
split_feature=40 15 28 4 28 12 15 9 7 40 29 10 16 30 42 7 15 21 10 29 40 27 28 43 44 38 38 1 31 42
split_gain=13.6369 8.55585 9.50019 6.96154 9.73354 8.46455 7.10684 9.21779 4.44251 4.09102 4.35332 3.88673 3.73876 5.11841 2.61917 7.33592 7.54875 3.82223 3.54737 4.33404 5.12831 4.17444 3.05525 4.87629 2.21553 2.39556 1.68181 1.12542 1.10666 0.065652
threshold=0.0093459831209457087 -0.056547475487352512 0.062390130030368446 0.56548733000564355 0.045904068984946082 0.044929149851925677 0.95787046467348158 -35.599275287728609 89.907990555797014 0.0087326451664367071 -0.0017036162738150449 65.985426258215554 0.023626731376354421 -0.0012115024573155981 0.60807448166783973 64.009039997031692 0.79392040525038399 -0.031138403868864108 17.810195262320445 -0.0039108323180928042 0.010460886327533361 -0.0026861072109059113 0.1057500343987043 0.37940952255126054 -0.70710678118654757 0.048426308411373083 0.0010551481849528923 0.11350969582655808 0.0064998899930547313 0.86990864257417655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 -3 11 -8 27 10 12 -5 -1 -14 15 18 -17 29 -2 21 -21 -20 24 -24 25 -19 -26 28 -4 -16
right_child=14 2 8 6 -6 -7 7 -9 -10 -11 -12 -13 13 -15 17 16 -18 22 19 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.035286894744268452 0.029729100403690607 0.017298478827490291 -0.009327910357775436 -0.0031925980845350014 0.059866194400013686 -0.0034476082984021862 0.060347531648450026 0.0062308820175510475 0.013934704971269333 0.032329863894019824 0.03040850112905067 -0.029352403707015154 -0.017764067463750505 0.017423454372722701 -0.035258641961549021 0.070254535197315143 -0.0088972410958249471 0.018168372241444207 -0.025180478995759776 -0.029708285677753566 0.012984243988530809 0.0030248497461956153 -0.014553366676646647 0.04784964489080476 0.0042561411497250359 -0.024686331296674208 -0.026325480652697877 -0.0064365361300422006 -0.035394291489947674 -0.022491844116807855
leaf_weight=19.906872682273388 5.1928927525877944 171.38517192751169 5.8345867991447475 118.47661964595318 10.780555605888365 68.370392009615898 8.1588073670864087 182.05677454918623 8.8717895373702031 5.0014535561203948 5.1236203759908667 16.158327400684357 47.423167005181313 12.986835286021231 22.121872603893284 5.967717692255972 5.7480450570583344 8.1931146457791311 58.093963898718357 9.3258052393794042 27.452877379953861 16.516321316361427 7.3493584766983968 5.2235795706510544 4.8555184528231612 5.257139950990676 33.008520841598511 7.0021566748619071 21.227553337812424 4.3789656907320014
leaf_count=216 49 1423 56 1102 91 591 72 1632 85 51 46 157 501 132 245 50 57 84 646 94 275 162 76 46 51 59 368 73 223 50
internal_value=4.77233e-05 0.00342102 0.00552766 0.00722755 0.0134927 0.0113626 0.00237762 0.00860884 -0.0171002 -0.0109164 -0.0135412 -0.00638875 -0.0164414 -0.0101006 -0.0108589 -0.00619758 0.0312509 -0.0174058 -0.0100273 -0.0119506 0.00197211 -0.0188741 -0.0106391 0.0111512 -0.0160866 0.000990702 -0.0222712 -0.0253465 -0.0300135 -0.0334295
internal_weight=927.45 708.765 618.323 575.387 250.536 239.756 324.851 190.216 42.9361 90.4419 85.4405 134.635 80.3169 60.41 218.686 128.298 11.7158 90.3881 116.582 111.389 36.7787 74.6103 63.8872 12.5729 51.3143 13.4503 37.864 34.0643 27.0621 26.5008
internal_count=8763 6451 5505 5068 2105 2014 2963 1704 437 946 895 1259 849 633 2312 1333 107 979 1226 1177 369 808 684 122 562 143 419 352 279 295
is_linear=0
shrinkage=0.05


Tree=32
num_leaves=29
num_cat=0
split_feature=27 28 21 44 43 10 27 12 7 32 1 27 12 2 32 12 27 36 28 28 2 39 43 28 1 33 28 33
split_gain=12.0431 18.9873 15.4267 16.2313 10.9581 10.6963 14.5719 9.70921 9.2352 11.669 12.0048 20.2976 11.7051 10.5461 8.69143 10.2339 6.49858 5.17597 7.49762 11.0102 7.17328 5.13338 4.96427 4.52983 6.73995 4.17967 4.27279 0.924509
threshold=-0.0029875203109972601 -0.047970953984325417 0.0079953030642309804 -0.60355339059327384 0.60355339059327384 69.816146310862436 0.0098386073147652391 0.028694309097817259 63.043816425255251 0.00022513759071962635 0.048733084952771545 -0.010362793760692329 0.038782450739792314 0.50681142322993611 0.0043636750092329321 0.085469509539818495 -0.021033672111188697 -0.00083233917565028726 0.0063816803557086533 -0.029280423862877387 0.43533284432883768 0.010973334867713872 0.78656609248549325 0.095437095755104603 0.11805600551305863 0.020667310900199787 -0.04170289953503057 0.013072646051500538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 21 3 14 8 6 -5 -7 9 10 12 -12 -1 -10 15 -3 -6 18 19 -18 27 -2 23 24 -4 26 -11 -19
right_child=1 2 22 5 16 7 -8 -9 13 25 11 -13 -14 -15 -16 -17 17 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0020336754722546382 -0.017018991728193735 0.0046448010597140701 0.0041747336215196837 -0.0046688312858108472 -0.0090998704843937676 -0.036592497991899904 0.012650370348594914 -0.0098005373923669703 -0.04056610677183467 -0.005897285591619522 0.007655896359546179 -0.015991334790931379 0.033982205691846283 0.0085702702582130443 0.036739824718122635 -0.032507548106376342 0.021721755687062166 0.052443086304035651 0.037268547652926122 -0.0095680325027629656 0.011810966829069361 -0.047220740289155044 0.039244619154125353 -0.0091318305104791542 0.032879890733840143 0.037368456815140241 0.022756887193546987 0.034575998901317087
leaf_weight=78.411297827959061 34.836629569530487 613.65531241893768 47.138847947120667 1128.9971123933792 25.884521305561066 39.03246134519577 135.87553060054779 260.62293979525566 26.239274471998215 19.436962574720383 180.41134119033813 182.08871668577194 45.441730260848999 18.359218716621399 20.264073312282562 18.986655622720718 56.092333525419235 18.254958510398865 23.324184089899063 55.932470232248306 35.006928145885468 24.659579664468765 19.529788225889206 20.677793115377426 36.704992234706879 25.946167528629303 37.637171775102615 18.353672295808792
leaf_count=210 95 1647 129 3025 72 106 364 698 72 53 498 489 122 50 55 51 156 50 63 151 96 68 54 56 105 72 104 52
internal_value=8.63131e-07 -0.00180581 -0.00109419 -0.00205639 0.00512881 -0.00482134 -0.00280356 -0.0133181 0.0016161 0.00334112 0.000371691 -0.00420977 0.0138139 -0.0202531 0.00456119 0.00351693 0.0143649 0.0173267 0.0114985 0.00605999 0.0282406 -0.0296789 0.0160528 0.0116383 0.016825 0.0206552 0.0129178 0.0437403
internal_weight=3247.8 2400.98 2341.49 2217.43 846.821 1564.53 1264.87 299.655 613.972 569.373 486.353 362.5 123.853 44.5985 652.906 632.642 232.849 206.965 135.349 112.025 71.6156 59.4962 124.051 104.522 83.8438 83.0203 57.0741 36.6086
internal_count=8763 6453 6290 5946 2310 4193 3389 804 1670 1548 1319 987 332 122 1753 1698 640 568 370 307 198 163 344 290 234 229 157 102
is_linear=0
shrinkage=0.05


Tree=33
num_leaves=20
num_cat=0
split_feature=33 40 20 31 44 21 31 40 21 28 31 35 5 5 43 28 28 23 15
split_gain=11.32 17.5577 11.0151 14.5887 15.4898 9.88072 13.2278 9.80984 8.95422 11.5464 9.54567 9.0182 7.92432 7.1997 6.57644 5.71435 4.59133 6.27942 3.59536
threshold=0.0042703287206451923 0.0030713528812234682 0.31674492282543754 0.019202392345832587 0.37940952255126048 -0.0086895652790918761 0.00040847133744866638 0.0068297226785239244 0.0079953030642309804 0.054595127979748699 0.0049437858204594348 -0.0073553569321611603 0.020007972527114268 0.014101223325073237 0.37940952255126054 -0.0026984797085474132 0.095437095755104603 0.094444804410446906 1.0668456703415978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 5 3 4 7 6 13 -3 9 10 -4 -11 -7 -2 -6 -1 17 -10 -5
right_child=1 2 8 18 14 12 -8 -9 16 11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.047805865819207927 0.021544485027299609 0.0036772741152289895 -0.0014868750418488854 0.016614627066042786 0.01228191716045153 -0.023232093633831951 0 -0.0077597166016734999 -0.0093631517592873033 -0.0082273645637207741 -0.011811041414244414 0.018697377221598852 0.019858960570474777 0.060403564500142663 0.00030740990977348308 -0.0076236992358482501 0.0040182815819187088 -0.035375122672603544 0.045023753694072896
leaf_weight=17.945131987333298 20.855854541063309 338.03537476062775 1097.4323358535767 24.06323915719986 362.09673735499382 19.710393518209457 24.706850379705429 419.74221757054329 51.665774703025818 43.323035359382629 281.72021597623825 107.83148378133774 23.021295607089996 29.949618339538574 169.04948374629021 18.124535322189331 21.665633589029312 43.214072942733765 22.312818199396133
leaf_count=54 58 936 3082 65 991 55 68 1185 153 119 783 295 63 81 465 51 62 137 60
internal_value=-1.84236e-05 0.000304408 -0.000443482 0.00292916 0.00193249 0.0191931 0.0300541 -0.0026514 -0.00318113 -0.00215936 -0.00360013 0.010947 0 0.0446236 0.00848094 -0.02783 -0.0165413 -0.021288 0.0304581
internal_weight=3136.47 3100.4 2982.15 1335.3 1288.92 118.244 75.5123 757.778 1646.85 1530.31 1379.15 151.155 42.7317 50.8055 531.146 36.0697 116.545 94.8798 46.3761
internal_count=8763 8658 8333 3702 3577 325 207 2121 4631 4279 3865 414 118 139 1456 105 352 290 125
is_linear=0
shrinkage=0.05


Tree=34
num_leaves=31
num_cat=0
split_feature=28 30 43 3 32 24 34 3 21 18 21 10 29 36 38 20 14 2 5 32 24 24 37 38 10 41 0 8 3 4
split_gain=12.7397 8.41045 8.12409 7.44435 13.5242 13.224 6.43028 6.18242 6.04091 10.4831 7.9435 8.89806 5.87818 10.1744 5.68513 5.48017 4.84575 5.47102 4.15005 4.00657 4.7939 3.67781 5.51623 3.24597 2.59156 2.31444 2.24945 1.79664 1.68156 2.53268
threshold=-0.03395997275614681 0.0080320401944386933 -0.37940952255126059 0.042349707781279201 0.00048466981909939694 0.0041348504275867132 0.0081314036125149664 0.037492174403120949 -0.014036001387301971 0.40784232909542101 -0.010411669482751974 68.005225661826415 -0.0020950886470190717 -0.012319897611621387 -0.028306255452735293 0.81733215133693593 1.5494381681251299 0.92395347444496434 0.013064596387952704 0.0025347325048521996 0.0075491579823724151 -0.0032886977626552928 -0.01310619376912797 0.00058629482993233239 66.489498245528878 0.00090098326446525487 0.63714170893332145 106.99649130235525 0.068229154637254749 0.40544754029682656
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 4 7 -6 14 -2 9 15 11 -10 21 -14 -5 -3 17 -12 -15 28 -21 22 -4 -23 -8 -11 -22 -18 -1 -30
right_child=1 8 12 6 5 -7 24 -9 10 25 16 -13 13 18 -16 -17 27 -19 -20 20 26 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.035312272821116521 -0.0035894645147400623 0.040057932143621855 -0.0063563572495772954 0.032862312929119085 0.11597509700101181 0.033049678875610534 -0.031996344255814858 0.033524356080990886 -0.0030228117410337364 0.0016338891416845869 -0.0053658642029450962 0.073299586588202098 0.061371505554232042 0.040599958589465419 0.0054933682511491971 -0.019138079336701738 -0.035249683863274144 0.031686630816617788 0.0017732830283562651 0.041036501563063932 -0.029223298430740303 -0.020818573478369157 0.037519366526861296 -0.00036335361561859475 0.0073891828965396396 -0.032548850781465223 0.0068449108677652876 -0.011138576082260019 -0.010237982633592744 -0.032658346271384642
leaf_weight=19.044008046388626 31.953004278242588 9.7049713954329473 28.936656691133976 22.334882751107216 6.4267803132534054 20.004854045808315 14.172798983752729 17.0204256772995 7.7400949075818044 5.1795197799801818 39.374531835317612 7.2009666487574577 7.5379443541169158 6.9860889762639991 129.03402780741453 6.2942182570695868 12.636919945478438 13.176800690591334 264.60688254237175 5.6978627741336849 8.7062134891748446 59.58013579249382 9.3715295121073705 29.481574811041355 5.5952484905719748 49.840955518186092 8.0890862569212896 22.436146423220634 39.514504082500935 19.270735934376717
leaf_count=206 271 88 299 214 50 170 136 147 77 52 394 70 63 56 1158 60 128 131 2344 52 91 585 88 278 51 541 89 227 434 213
internal_value=5.61593e-05 0.00210425 0.00470922 0.0118688 0.0249692 0.0537623 0.00605622 0.00924937 -0.00766417 -0.0188626 5.20898e-05 0.0336717 0.000352783 0.0044259 0.00958377 0.0164849 -0.00565534 0.00387231 0.00280499 -0.016755 0.00162133 -0.00853068 0.00431675 -0.0141115 -0.0206157 -0.0292431 -0.0116182 -0.0200435 -0.0221253 -0.0177156
internal_weight=926.95 826.628 653.043 246.542 75.4051 26.4316 171.137 48.9734 173.585 71.0197 102.565 14.9411 406.501 279.131 151.369 15.9992 87.6244 52.5513 271.593 100.322 22.4932 127.37 38.3082 89.0617 19.768 55.0205 16.7953 35.0731 77.8292 58.7852
internal_count=8763 7678 5910 2197 638 220 1559 418 1768 741 1027 147 3713 2463 1372 148 880 525 2400 1085 232 1250 387 863 187 593 180 355 853 647
is_linear=0
shrinkage=0.05


Tree=35
num_leaves=22
num_cat=0
split_feature=38 5 40 32 31 43 32 42 30 1 40 24 40 40 31 16 39 14 20 43 3
split_gain=13.4858 11.8563 13.3132 19.4327 12.3711 11.2192 19.8618 12.637 15.2642 12.1124 11.044 9.16245 9.15935 8.15973 19.1475 10.5397 6.92751 6.2044 4.58907 3.42258 3.05341
threshold=-0.036591404269771692 0.011140903004324987 0.0030713528812234682 0.00031311404137417326 0.00035576964593093209 1.0000000180025095e-35 0.0010411966794939321 0.59040795660036283 0.0084092578100736833 0.020268570389798964 0.0022805641646493177 -0.022162966821130444 0.0058272421789062447 0.015591144994381764 -0.018747448954580831 0.09985858052626205 0.0045988570641500191 2.3016725040780672 0.29154247790562965 -0.25881904510252113 0.026017095402800835
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=11 -2 3 4 10 7 12 9 -9 -4 -3 19 -7 14 -13 16 -16 -8 -15 -1 -5
right_child=1 2 5 20 -6 6 17 8 -10 -11 -12 13 -14 18 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0041238800076699575 0.046778560692497029 0.012803742724970757 0.033209871850549889 -0.025381740066366267 0.022576867370131763 0.0047931326306873447 0.0097886263155755205 -0.013149806285841692 0.0013019595385636421 0.00016566909477884484 -0.036544613131587661 -0.036625655810003398 -0.0052615071402985249 0.012037193029917636 -0.0079720076664789221 -0.02163338882635063 0.020935558732146198 0.031881839521039346 0.041008000786621895 -0.022647725641841907 -0.048174306371095141
leaf_weight=21.241937130689621 12.77858906984329 18.677720606327057 29.091743528842926 30.838487416505814 34.683012694120407 369.86852940917015 394.03405767679214 499.13123533129692 287.22567981481552 561.27801817655563 28.15132200717926 20.996803790330887 583.11846676468849 23.325574189424515 23.530768573284149 19.189902901649475 157.81142726540565 34.778250068426132 35.481997132301331 26.320791006088257 31.650240629911423
leaf_count=58 35 51 78 84 94 991 1069 1342 778 1508 76 57 1566 65 66 53 440 94 99 72 87
internal_value=2.23282e-07 -0.00107965 -0.00129368 -0.0161105 0 -0.000517844 0.00266279 -0.00371379 -0.00786528 0.00180781 -0.0167702 0.00961391 -0.00135381 0.0130643 0.00862969 0.013409 0.0171547 0.0115991 0.0296418 -0.0106028 -0.0370645
internal_weight=3243.2 2915.31 2902.53 144.001 81.5121 2758.53 1381.8 1376.73 786.357 590.37 46.829 327.899 952.987 280.336 221.529 200.532 181.342 428.812 58.8076 47.5627 62.4887
internal_count=8763 7853 7818 392 221 7426 3720 3706 2120 1586 127 910 2557 780 616 559 506 1163 164 130 171
is_linear=0
shrinkage=0.05


Tree=36
num_leaves=30
num_cat=0
split_feature=42 44 29 21 3 5 43 7 28 12 3 20 21 27 17 39 5 12 5 20 39 3 25 28 7 31 28 27 29
split_gain=9.96579 16.8265 13.1059 12.9307 11.5397 9.5398 9.40978 9.85295 9.24644 10.2089 7.35709 6.93719 6.23282 10.5104 7.74488 9.84911 10.3574 8.12634 9.36039 7.46712 7.12452 5.69366 5.4905 5.34444 9.09942 7.92307 4.07668 3.48232 3.4811
threshold=0.59040795660036283 -0.12940952255126037 -0.0020950886470190717 0.0079953030642309804 0.11519043146171358 0.017421852893684833 -0.70710678118654735 82.915989871280445 -0.03395997275614681 0.092187185291663906 0.020878509640049569 2.4094917374864031 -0.019973081710825989 0.002290036868870375 -0.97021613541176221 0.0057817823629547011 0.040241264123092889 0.069006377035536581 0.067330068449149558 0.53692346806944979 0.013122219481825761 0.11263952979781101 -0.0064206751952484336 0.018342567528926306 50.798673163727152 -0.0074055069116522295 0.089524485080739832 0.0055661445857584516 0.020187839751592666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 5 6 -3 11 -8 21 -10 -1 -4 13 23 15 22 -17 18 -16 -15 -19 -7 -14 25 -25 -12 28 -21 -5
right_child=1 3 4 26 -6 8 7 -9 9 -11 12 -13 14 19 17 16 -18 20 -20 27 -22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=-0.043185634689995506 0.027040802235014722 0.03429316466997788 0.00034269102153177973 -0.0070778577057407661 0.028437406898847519 0.012230721633264158 -0.0046521537560646293 -0.020271856368444818 0.0073928465358925324 -0.023170091254965205 -0.017200618803395889 0.031342081047281915 0.018138165177238898 0.027310252629427895 -0.0037433680005760379 -0.020343977699233295 0.0033956064731458253 0.032229667859828413 -0.026408954102306988 0.0070460371014733044 -0.0067083549543170209 0.044950993717808162 -0.0010795719975469124 -0.029019348794137857 0.0020447687356234768 9.9891644351299798e-05 0.0043378290672498303 -0.015118838898435377 -0.03798286709356552
leaf_weight=11.11567711830139 33.634148418903351 35.209840178489685 96.798879891633987 16.26952451467514 24.689699441194534 29.224980235099792 326.11851698160172 147.01271775364876 724.70379731059074 28.225690573453903 113.67890933156013 22.181097865104675 142.33714073896408 31.147769570350647 519.51321205496788 58.059727370738983 218.04847618937492 27.518163800239563 49.970104455947876 43.758833229541779 20.079564094543457 25.341583341360092 49.623008191585541 81.684008002281189 32.693509578704834 156.82136484980583 16.511653512716293 29.529963999986649 22.193213164806366
leaf_count=35 93 95 268 49 67 79 913 426 1966 77 339 62 396 85 1461 163 614 76 152 121 58 69 139 231 91 437 48 81 72
internal_value=-1.7329e-05 0.00283455 -0.00328371 0.00727312 -0.00494953 0.00881013 -0.0063547 -0.00951938 0.00768868 0.00623754 -0.00280498 0.00618527 -0.002514 -0.00719883 -0.000396439 0.004448 -0.00158378 -0.00407927 -0.00574526 0.0068344 0.0157188 0.0275724 0.0131462 -0.0110205 -0.0201023 -0.00715591 -0.0161702 -0.00182507 -0.0250921
internal_weight=3133.69 1548.12 650.435 897.68 616.801 842.706 592.111 473.131 807.496 752.929 1585.58 118.98 1574.46 489.314 1085.15 468.068 276.108 617.081 569.483 104.437 47.5977 54.5666 191.96 384.878 114.378 270.5 54.9744 73.2888 38.4627
internal_count=8763 4284 1829 2455 1736 2286 1669 1339 2191 2043 4479 330 4444 1385 3059 1312 777 1747 1613 287 134 148 535 1098 322 776 169 202 121
is_linear=0
shrinkage=0.05


Tree=37
num_leaves=31
num_cat=0
split_feature=5 43 39 15 42 38 33 23 36 8 7 8 30 31 39 23 29 3 16 10 20 5 0 31 12 5 41 28 8 43
split_gain=12.108 7.93878 11.812 6.9424 9.81472 7.18572 12.4881 6.9465 6.60938 7.06769 6.55428 5.49412 5.39881 8.77834 5.37221 6.8446 4.8947 3.94161 3.40974 3.00158 4.31507 7.55688 3.24151 3.00071 5.03219 2.93375 2.83344 4.50327 2.39071 2.34215
threshold=0.059884538132563982 1.0000000180025095e-35 0.0017146837697394055 0.25112132887202659 0.62870651806822064 0.0010551481849528923 0.013469959607284651 0.026528010654351935 0.027813553469027589 81.203256495369928 46.913098950980618 65.5389712071362 0.0078816678395305321 0.0066630114532964515 0.0075047041799262025 0.030838370604157499 -0.010884348644881857 0.057660032394792581 0.050050234973192713 70.967713960526865 -0.60543878221529479 0.076495906886290529 0.70578994336706213 0.0040907425122678233 0.041109313228606684 0.067330068449149558 0.0013157917758271965 -0.031226921234289502 -131.82957399192838 0.12940952255126045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 14 5 7 -7 -5 9 11 -1 -4 13 -6 23 -16 -17 -11 -14 22 21 25 26 24 -3 -21 27 -2 -28 -22
right_child=19 3 8 4 12 6 -8 -9 -10 17 -12 -13 18 -15 15 16 -18 -19 -20 20 29 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.010076801958510767 -0.024841454515351528 -0.023235541701830439 0.0064372587403169011 0.024767342809912239 -0.0035615363492512344 0.018562810659879605 0.094006397365882802 -0.011240964119538717 0.045822753053480436 -0.0020470373973146714 0.072371614047293059 0.031117890743363349 -0.035333733325135862 0.060131048984707149 0.054228486809242776 0.022516802177001055 -0.027064899574947426 -0.029849555006216277 -0.0012118767849572309 0.018052768490196849 -0.001025036131881798 -0.02030820120938677 -0.031075714998382638 -0.035665426339752837 0.0049652014815754998 0.071863547187843504 -0.034866655989394535 0.032789757725775394 -0.010925982740811474 -0.027351202999948521
leaf_weight=7.2764951437711742 5.3851291462779036 43.785724803805351 232.34938003122807 21.824948310852051 108.62484183907509 37.893965199589729 6.4032707065343848 34.184810362756252 10.221452429890631 49.690412864089012 10.82335454970598 25.065572865307331 21.122204273939133 5.5919705480337134 5.9494037330150631 8.3765079081058538 11.817994564771649 17.273325368762016 11.662384547293184 5.4159312918782252 25.970066212117672 6.9263602867722502 23.703840747475624 19.404658928513527 24.285625725984573 5.428297221660614 11.776077687740324 8.5838990360498411 107.10405111312866 12.741500265896319
leaf_count=54 63 440 2074 180 979 312 56 312 90 440 79 221 229 51 53 78 111 166 118 52 267 75 266 185 244 48 134 82 1169 135
internal_value=5.78405e-05 0.00318611 0.00852255 -0.00201575 0.00266836 0.0147326 0.0297682 0.00272018 0.00636954 0.00509718 0.0477956 0.00887108 -0.00553413 -0.000349584 -0.0122487 0.00748191 -0.00624285 -0.00932708 -0.0233883 -0.0103944 -0.000420364 0.0198185 -0.0139584 -0.0182044 -0.0131086 0.0458562 -0.0108455 0.0101986 -0.0133668 -0.00986699
internal_weight=926.663 713.628 352.7 360.928 247.308 100.307 44.2972 56.0098 334.6 324.379 18.0998 257.415 147.001 114.217 113.62 26.1439 20.1945 66.9637 32.7846 213.035 56.4822 17.7706 156.553 87.476 68.0714 10.8442 132.849 13.969 118.88 38.7116
internal_count=8763 6472 3124 3348 2237 860 368 492 2991 2901 133 2295 1377 1030 1111 242 189 606 347 2291 577 175 1714 869 684 100 1448 145 1303 402
is_linear=0
shrinkage=0.05


Tree=38
num_leaves=25
num_cat=0
split_feature=39 40 10 7 28 30 11 5 40 3 28 24 30 31 31 28 3 21 40 3 40 39 43 3
split_gain=10.8582 12.3911 12.9121 15.7595 12.3558 11.7012 11.4799 12.0059 14.968 19.0129 11.4538 9.72435 9.53273 8.43514 9.36623 8.89027 8.15447 17.2549 9.91738 7.87592 6.73188 5.24665 3.36257 1.5803
threshold=0.0042581516941850566 0.010460886327533361 53.35407844253988 80.420849967881253 0.11463978327039731 -0.0011644862668770096 1.3777230666877172 0.037702785658863328 0.0061275546770663677 0.040838161117219926 -0.0098383834868813504 -0.0054648406800392397 -0.0061595546174937231 0.0010036042519873595 0.0049437858204594348 0.019150520583218349 0.026017095402800835 -0.0084521266734920875 0.0030713528812234682 0.033551955257430897 0.0056652701423173212 0.0087790084551197262 0.12940952255126045 0.044203830039639798
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 5 6 23 7 13 9 -9 -7 -1 -10 15 -15 -2 17 -13 -18 -5 -21 -8 -6 -4
right_child=4 -3 3 19 22 10 21 8 12 -11 -12 16 -14 14 -16 -17 18 -19 -20 20 -22 -23 -24 -25
leaf_value=-0.035012411467890775 0.0098822818719037624 0.027125608155734105 -0.050901844358247531 -0.019441088390811847 -0.01076450582968558 0.023456707167962231 0.0091473824947133266 0.023854171076682095 0.0078989597421074854 -0.021589242074790585 -0.016118315866476694 -0.0078326103507251714 -0.001481726377475697 -0.0044815272015412176 0.011988777960532788 0.033576237311404709 -0.025419769472233036 0.046275195134175828 0.0015848565635181772 0.022648318905522519 -0.00474623878631753 0.039410751319647809 -0.041097217611434048 -0.029958130752716264
leaf_weight=18.741155475378036 248.71200487017632 30.023250699043274 23.251425743103027 27.073562860488892 18.565123051404953 19.401610225439072 29.516474038362503 27.116768717765808 375.54631116986275 146.57741475105286 274.48714390397072 29.370914727449417 968.80768847465515 210.15541392564774 146.10067236423492 47.373283267021179 37.276751339435577 29.156363278627396 374.64285072684288 53.350246876478195 38.144364982843399 28.887509018182755 19.237567842006683 18.505166292190552
leaf_count=51 669 83 63 74 50 52 82 73 1046 393 739 80 2610 563 391 127 101 80 1006 143 103 82 52 50
internal_value=0 -0.00441636 -0.00542823 -0.011498 0.00189709 -0.0170351 0.00238045 0.00178874 -0.000646091 -0.0144563 -0.0134816 0.000198535 0.00113545 0.00746168 0.00226039 0.0137002 0.001619 0.0190698 -0.000852374 0.00413555 0.0111801 0.0242434 -0.0264003 -0.0418335
internal_weight=3240.02 973.425 943.402 454.214 2266.6 335.645 2228.79 2170.39 1518.05 173.694 293.889 489.188 1344.35 652.341 356.256 296.085 470.447 58.5273 411.92 118.568 91.4946 58.404 37.8027 41.7566
internal_count=8763 2625 2542 1224 6138 904 6036 5872 4122 466 791 1318 3656 1750 954 796 1267 160 1107 320 246 164 102 113
is_linear=0
shrinkage=0.05


Tree=39
num_leaves=17
num_cat=0
split_feature=33 40 31 20 3 5 44 20 32 28 40 38 40 15 29 28
split_gain=10.1422 14.7833 9.34709 8.52887 8.52031 8.52239 8.42755 13.4212 12.526 10.5561 10.0096 7.48842 6.51666 6.4822 5.79208 5.24526
threshold=0.0042703287206451923 0.0030713528812234682 0.021325839060730514 0.46656328648531925 0.031502274575608093 0.016913789512658029 0.37940952255126048 0.38914933151302938 -0.001223460251469511 0.080083082032009548 0.0061891676685151319 -0.018684354348037498 0.0026353423584551954 0.5684728500040841 0.0078889764322445117 -0.0026984797085474132
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 4 6 -4 5 13 8 14 9 -3 -10 -9 -7 -2 -8 -1
right_child=1 2 3 -5 -6 12 7 11 10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.046271116032471658 0.0092330982481582426 0.0018204448325097569 0.040739050252669252 -0.00057067128058046535 0.045045638574231946 -0.02766937989222484 0.0045477357008263334 -0.012449565481999868 -0.00070086311749203501 0.036949841124991889 -0.0097633199198017516 0.00069481736636705304 0.011249852249831081 0.045282736217531316 0.015365838109114766 -0.0073241922003686125
leaf_weight=17.295809775590897 29.864891767501831 561.19697651267052 26.072269678115845 23.453742921352386 22.849122881889343 18.577298611402512 412.503203779459 153.81752526760101 552.34669321775436 22.160282462835312 682.98323863744736 363.90006908774376 25.076579838991165 21.958914071321487 178.0967937707901 17.982269078493118
leaf_count=54 83 1570 70 66 62 51 1137 444 1539 60 1951 1015 69 60 481 51
internal_value=-1.58379e-05 0.000286849 -0.00040078 0.0211138 0.0176122 0.0109544 -0.000767231 0.0026671 -0.00286291 0.0031696 -0.0057157 -0.00320247 -0.00522368 0.0246622 0.00782047 -0.0266369
internal_weight=3130.14 3094.86 2976.53 49.526 118.327 95.4777 2927 1108.32 1818.69 583.357 1235.33 517.718 43.6539 51.8238 590.6 35.2781
internal_count=8763 8658 8333 136 325 263 8197 3077 5120 1630 3490 1459 120 143 1618 105
is_linear=0
shrinkage=0.05


Tree=40
num_leaves=31
num_cat=0
split_feature=28 31 12 39 39 17 21 21 14 2 28 27 39 0 20 33 34 32 15 20 12 4 27 34 21 35 26 37 15 37
split_gain=11.4598 8.23307 11.2149 7.43823 6.80381 6.43241 6.53446 6.49612 6.03947 9.79431 14.5576 10.0725 8.26001 6.17239 5.455 4.50445 4.43456 3.97832 4.26216 2.59787 1.72473 2.60557 4.64037 4.64117 1.93332 1.39985 2.17827 0.804363 1.60237 0.785842
threshold=-0.03395997275614681 0.0080755124465676353 0.039022656077377892 0.011662877357767392 0.0045766770990103142 -0.35139793499559618 -0.030690498803829982 -0.013178684188736127 0.78140398841810643 0.39474640892631196 -0.011694880799935812 0.003643630196389741 0.0082442558654624697 0.19518253978587716 2.7560212612973154 0.012650336324973815 -0.0027054622061268292 0.0025347325048521996 0.78850752828830906 -0.23016847129481918 0.054403769570763955 0.40544754029682656 -0.010715264643961426 -0.004154495347728159 0.026506560937079555 -0.0006803552054649441 -0.01091619527543034 0.025922702439875048 1.2578151745483275 -0.0046528604452131797
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 3 4 8 -3 6 -4 29 9 10 -2 -11 13 -10 -14 -9 -8 20 -19 -20 -1 22 24 -24 -22 26 -5 -27 -29 -7
right_child=1 2 5 25 -6 7 16 15 12 11 -12 -13 14 -15 -16 -17 -18 18 19 -21 21 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-0.035195026937802597 0.090042293139175722 0.00043681571694175939 0.045013130305763593 -0.022761067668466986 0.068048561680119385 -0.011529946540919074 -0.027011393713938483 -0.025329038412958721 -0.021473579634319992 0.0046554979349810359 0.0029719258058717429 0.033640996834125823 0.024779384021612141 0.00070771974911515401 -0.021276494647882484 0.0039414958865140728 0.017745357140556223 0.028384729999946002 0.0099608240899040686 -0.034712329920377892 -0.026417395948203665 -0.032467595747177468 -0.010664685387490625 0.053343732213379493 0.0090931141729446441 -0.035085149215714678 0.015228874318214583 0.0059544369290452379 -0.034163026607877414 -0.031685214723085026
leaf_weight=18.370206795632839 9.3566011711955088 8.0412848293781263 8.4879299178719538 8.2269982770085317 7.0780510529875746 6.4018518775701514 11.895495548844339 19.608882188796997 35.430528081953526 219.77195260673761 10.014805898070334 34.75236488878727 49.738972768187523 264.5560517758131 7.1865338608622542 38.7833496555686 10.072913087904452 9.1782263889908808 5.3481626510620117 7.5781324431300146 22.898833952844146 18.688288696110249 6.2033479362726212 4.9269243776798231 4.3136190250515929 11.591142870485784 6.6789491549134246 4.6605256795883161 4.7948343604803085 51.699744813144207
leaf_count=207 79 74 77 88 65 66 116 199 379 1900 88 290 445 2388 68 405 95 91 60 81 271 215 65 51 44 123 64 51 49 569
internal_value=5.82635e-05 0.00197176 -0.00812182 0.00443355 0.0326566 -0.0123708 0.00795503 -0.0177299 0.00570118 0.0112872 0.0455311 0.00864443 0.0013985 -0.00190167 0.0188503 -0.00582895 -0.00627563 -0.0161412 0.00230144 -0.0159107 -0.0216099 -0.0170925 -0.00940371 0.0174467 -0.0205926 -0.0176231 -0.00541756 -0.0259647 -0.0140106 -0.029574
internal_weight=926.336 828.83 162.07 666.76 15.1193 146.95 30.4563 116.494 630.808 273.896 19.3714 254.524 356.912 299.987 56.9255 58.3922 21.9684 97.5057 22.1045 12.9263 75.4012 57.031 38.3427 11.1303 27.2125 35.9525 14.9059 21.0465 9.45536 58.1016
internal_count=8763 7678 1666 6012 139 1527 288 1239 5637 2357 167 2190 3280 2767 513 604 211 1085 232 141 853 646 431 116 315 375 152 223 100 635
is_linear=0
shrinkage=0.05


Tree=41
num_leaves=31
num_cat=0
split_feature=38 30 28 36 27 43 3 32 3 3 28 31 21 37 28 28 28 31 31 21 43 3 43 41 27 28 5 5 28 28
split_gain=11.5038 15.6526 14.7839 12.0342 16.3459 12.6438 13.9131 11.5137 10.8146 14.1282 10.3325 19.9367 11.7729 11.971 10.2333 9.73244 9.69913 14.4961 9.40717 14.4444 9.51344 9.16686 9.13658 8.81228 8.308 9.20656 14.541 7.95849 7.78148 7.65341
threshold=0.00030233891926667594 0.0078816678395305321 0.040677393624798906 0.020799525380313936 0.0050727137608708875 -0.60355339059327362 0.051986290122135854 0.0038480417263824182 0.053484194383689558 0.072843054767993007 -0.018620803399565889 -0.001654605622501434 -0.019577668625945507 0.00671535372576726 -0.066667820860410329 -0.047970953984325417 0.020248279938613441 0.0049437858204594348 -0.0075888757101325631 -0.025682892008867943 -0.37940952255126059 0.039032397151090546 0.60355339059327384 0.0020274202627998139 0.003835105210087494 0.026460764265011937 0.045397934772491579 0.039950278170895089 0.031603433994210263 -0.027097889123000842
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 22 4 15 -5 -7 8 -4 -10 14 12 13 27 23 -2 17 -6 20 -20 -16 -17 -3 -1 25 26 -13 -12 -8 -22
right_child=1 2 7 5 16 6 28 -9 9 -11 11 24 -14 -15 18 21 -18 -19 19 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.032949736445033871 -0.030845692058128212 0.0088819347880550546 -0.02407931980582961 -0.015491207233664699 -0.018938769830404809 0.044011802593100113 0.017951553951628521 0.016354488032890208 0.010466023725029109 -0.0099368702992218942 0.037922016942174522 0.0075680747233689534 -0.015459179957121403 -0.018958558391195118 0.0057559476377199706 -0.011484723890944617 -0.029147257849070702 0.018042156888609173 -0.032505738404905268 0.011218018036536635 0.039703648313828041 0.00062099414642338387 0.034779888427010124 0.0029557093258356123 -0.018848626027855513 0.01716398013837157 -0.016708994733258344 0 -0.022549069231206777 0.0089145965541576038
leaf_weight=19.404524803161621 32.815294086933136 120.49514743685722 59.173982292413712 37.132633209228516 106.79590177536011 34.162891507148743 31.261539280414581 80.425410002470016 151.49409809708595 192.49164080619812 29.103803694248199 328.75675740838051 239.25520923733711 30.505621284246445 54.71227753162384 223.80271568894386 120.29670721292496 35.019744455814362 21.16077134013176 166.76674529910088 77.370796114206314 516.24055674672127 47.907766908407211 137.12202817201614 32.575461715459824 160.98324975371361 75.743477284908295 26.323826402425766 18.932310879230499 28.001830339431763
leaf_count=53 91 325 159 100 290 92 85 227 408 518 79 885 644 82 154 606 323 94 57 451 228 1381 129 377 87 434 203 71 51 79
internal_value=0 -0.0026501 0.0035399 -0.00614422 -0.00789432 0.00871804 0.0194395 -0.000894169 -0.00435066 -0.000936309 0.00335351 0.000203406 -0.00975341 0.00607397 0.00910675 -0.00422547 -0.0186874 -0.00976524 0.0138826 0.00625343 0.0227979 -0.0030343 0.0162954 -0.00148174 0.00562641 0.00704825 0.00300678 0.0199505 0.0025615 0.0315853
internal_weight=3236.23 1808.45 651.988 1156.46 1034.97 121.489 84.3567 483.585 403.16 343.986 1427.79 923.247 325.188 85.9333 504.539 772.859 262.112 141.816 348.012 187.928 160.085 740.043 168.403 156.527 598.059 565.483 404.5 55.4276 50.1939 105.373
internal_count=8763 4879 1766 3113 2785 328 228 1312 1085 926 3884 2485 876 232 1399 2078 707 384 969 508 461 1987 454 430 1609 1522 1088 150 136 307
is_linear=0
shrinkage=0.05


Tree=42
num_leaves=17
num_cat=0
split_feature=33 40 31 28 40 42 31 39 3 31 28 20 19 31 28 17
split_gain=9.66692 13.6017 8.57663 8.15184 17.6052 14.1705 13.3425 8.45959 7.89669 7.93736 11.6381 7.86167 6.60637 5.21102 5.00992 3.04545
threshold=0.0042703287206451923 0.0030713528812234682 0.021325839060730514 -0.054691144646274253 0.015169236847580049 0.60497440273037506 -0.0088281796337112989 0.0055392125211727932 0.031502274575608093 0.00035576964593093209 -0.010400636851503305 0.46656328648531925 0.23696701153968844 -0.00099823232628055308 -0.0026984797085474132 0.50999776451108703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 8 3 5 6 7 -5 -3 9 10 -2 -4 -6 -12 -1 -7
right_child=1 2 11 4 12 15 -8 -9 -10 -11 13 -13 -14 -15 -16 -17
leaf_value=-0.045554557590812138 -0.011566201886098956 0.034499709922461028 0.039071509809342951 -0.016272020920327906 -0.051722581722717348 0.043107407588842128 -1.0601194865098225e-05 -0.0017722679902777358 0.043315256289019659 -0.0090486764880345818 0.019254057087591682 -0.00058492040497644642 -0.016802380492976346 0.05467671234106504 -0.0073083017424165342 0.0180082112927883
leaf_weight=17.001061916351318 18.775474488735199 17.675353944301605 26.068591862916946 132.82948532700539 18.403038591146469 27.077719509601593 2482.697520762682 166.54320684075356 22.84028348326683 33.395271748304367 23.911793053150177 23.449076026678085 54.335076332092285 19.403754472732544 17.971433073282242 23.886055827140808
leaf_count=54 52 50 70 411 54 74 6910 476 62 92 66 66 157 53 51 65
internal_value=-1.63279e-05 0.00027821 -0.000382073 -0.000733561 -0.00151617 0.00818767 -0.000838939 0.00169765 0.0168964 0.010486 0.0210707 0.0202281 -0.0257649 0.0353266 -0.0261203 0.0315
internal_weight=3126.26 3091.29 2972.97 2923.45 2688.27 235.182 2615.53 184.219 118.327 95.4863 62.091 49.5177 72.7381 43.3155 34.9725 50.9638
internal_count=8763 8658 8333 8197 7532 665 7321 526 325 263 171 136 211 119 105 139
is_linear=0
shrinkage=0.05


Tree=43
num_leaves=31
num_cat=0
split_feature=40 15 28 4 28 12 15 9 7 39 41 29 10 10 10 11 42 29 31 28 43 38 44 29 1 31 16 16 40 38
split_gain=11.0347 6.91209 7.94039 6.07285 8.13547 7.1901 6.69251 8.83307 4.32805 4.03496 8.08665 6.47879 4.52502 3.85226 3.45599 3.18817 6.06547 5.55745 5.36096 3.30518 5.68147 2.10616 1.96985 1.49596 1.09742 1.09819 1.0457 4.22186 0.756599 0.52313
threshold=0.0093459831209457087 -0.062720134170144534 0.062390130030368446 0.56548733000564355 0.047085076386624687 0.044929149851925677 0.93594454564228202 -35.599275287728609 89.907990555797014 0.0072098793202287322 0.0017911072667575318 -0.0018382108628928193 35.161674474311802 65.985426258215554 17.810195262320445 0.261192143248895 0.48575472729383201 -0.011510724466222476 -0.013168200317258258 0.1057500343987043 0.37940952255126054 0.048426308411373083 -0.70710678118654757 -0.03173374529150929 0.11350969582655808 0.0064998899930547313 0.023626731376354421 0.026724627554374551 0.0104017990664356 -0.078217042998528982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 -3 13 -8 24 11 -11 26 22 -5 -2 23 17 -17 -19 21 -21 -18 -12 -16 25 -4 -1 -28 -25 -30
right_child=14 2 8 6 -6 -7 7 -9 -10 10 12 -13 -14 -15 15 16 19 18 -20 20 -22 -23 -24 28 -26 -27 27 -29 29 -31
leaf_value=-0.035044263525058926 0.029705459136721013 0.015638518002190505 -0.0089277025633110567 -0.0040082277508215677 0.057561542709539053 -0.0031352236088797547 0.053405460332094402 0.0050788853089688219 0.014346378249716248 0.052035312437350156 -0.0012082734472120054 0.035761701585435485 0.023383632062970061 -0.031825414567136986 -0.0020514415397708901 -0.03438650513210359 -0.012236458486936823 0.051603443621869471 0.0053782984043881151 -0.017388260724720137 0.045505978260267296 -0.028385192781118077 -0.035037516595786411 -0.013726207609429109 -0.0060190561622460812 -0.035207416654955651 0.021993766397573604 -0.027217492450750121 -0.015140813861427736 -0.03512047689807709
leaf_weight=16.970931582152843 5.1934116408228865 179.21199060976505 5.7541299834847477 113.58025311678648 9.4193161576986295 70.659983716905117 9.8840051516890508 191.63378935307264 8.8006151765584928 6.6720023602247229 7.3264875411987331 4.7305089458823195 7.4240553528070441 14.000174954533575 7.6389108300209037 6.5539692118763915 72.443560980260372 7.865127481520175 31.262909963726997 8.5621691942214948 5.9764443114399901 29.357099071145058 11.571478426456453 9.4197410345077497 6.9082444384694091 19.85435263812542 5.0854024738073376 24.927831247448921 5.2535613998770705 21.972397364676002
leaf_count=197 49 1449 56 1049 74 609 82 1694 85 63 74 42 70 139 91 73 781 80 310 94 52 353 127 106 73 223 58 287 64 259
internal_value=6.34551e-05 0.0030389 0.00484842 0.00634313 0.0120678 0.0103105 0.0018153 0.00749931 -0.0162805 -0.0103436 0.00318517 -0.019061 -0.00915801 -0.00712247 -0.00996024 -0.0109969 -0.00769194 0.00766459 0.0149053 -0.0137662 0.0082586 -0.0169658 -0.022261 -0.0229313 -0.0247415 -0.0295546 -0.0247511 -0.0186678 -0.0271303 -0.0315177
internal_weight=925.915 714.416 629.707 588.39 259.291 249.872 329.098 201.518 41.3173 84.7087 32.994 51.7147 26.322 127.58 211.499 206.306 162.021 45.682 39.128 116.339 14.5386 101.801 18.898 44.2846 32.5167 25.6085 46.9842 30.0132 36.6457 27.226
internal_count=8763 6451 5533 5096 2132 2058 2964 1776 437 918 334 584 271 1188 2312 2263 1743 463 390 1280 146 1134 201 520 352 279 542 345 429 323
is_linear=0
shrinkage=0.05


Tree=44
num_leaves=31
num_cat=0
split_feature=38 30 28 40 32 44 12 16 10 37 30 12 40 12 40 21 1 28 31 21 28 40 10 27 30 28 38 27 28 19
split_gain=10.4735 14.5674 13.7389 13.4154 10.6098 10.5747 10.3215 11.2661 9.85231 12.8784 8.71856 10.0475 13.407 8.90751 13.3924 10.2797 8.70495 8.68584 13.4976 10.3599 9.81178 8.69954 8.11364 7.91121 7.54293 7.05031 6.96428 8.69518 12.2034 6.36224
threshold=0.00030233891926667594 0.0078816678395305321 0.040677393624798906 0.0078230811506436997 0.0038480417263824182 -0.60355339059327384 0.016705020884912946 0.0099171040924724424 69.511450131578087 0.0017079899368014353 0.0036504616297093496 0.039843886253960785 0.0036723124868688448 0.031741809329117722 0.004939043492352615 -0.010079026747247316 0.11939880057928288 -0.018620803399565889 -0.001654605622501434 -0.014604871610926677 -0.066667820860410329 0.006620676053516847 22.894091455745791 0.0092948316724956043 0.00011996921007825043 0.021978160699223565 0.022864597928916267 6.1104316026595941e-05 0.037149057585451332 0.81307236157982465
decision_type=2 2 2 2 2 2 2 2 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 5 3 25 8 26 -1 -8 9 -4 13 12 -12 15 -15 -7 -10 20 19 -19 22 -22 -9 -13 -20 -3 27 -2 -29 -27
right_child=1 2 4 -5 -6 10 7 17 16 -11 11 23 -14 14 -16 -17 -18 18 24 -21 21 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.051368341166619036 -0.010247767368952635 -0.012044859754175867 -0.014052266058767094 0.03487993542503056 0.015763463307991613 -0.027370728274421108 -0.02570254300962076 -0.023656726374545887 -0.021571359661949351 0.010534868323049467 -0.038748790939073227 -0.027095808147251627 0.001246838950615602 0.022001771293757817 -0.0047680585840682091 -0.0005567715543493318 0.0029827826700322777 0.0021208274791534279 0.01129836999476088 -0.016137856652475965 0.0018129495592565455 0.018899127074787567 0.0042525613054860403 0.0072786773007134627 -0.00024930703201974633 -0.0086643118234553014 -0.010632367251838883 0.016955824800009161 -0.014887018767874773 0.024164073807459382
leaf_weight=10.948585778474806 64.942931741476059 37.932016015052795 79.792821019887924 59.298586189746857 80.105200111865997 78.746249616146088 33.64912685751915 32.858527272939682 110.73994815349579 159.31438863277435 25.212524920701981 157.78229102492332 120.43795374035835 55.785273641347885 284.5984942317009 66.101426184177399 52.999716579914093 142.00741395354271 264.06197732686996 170.23046460747719 109.98348486423492 235.4456615447998 123.51346489787102 18.433234453201294 302.54552811384201 20.524104356765747 89.468983620405197 156.8903726041317 36.976234972476959 50.39185431599617
leaf_count=32 174 102 214 161 227 215 92 91 298 428 70 425 323 149 766 180 145 383 711 458 296 670 339 50 812 55 241 421 99 136
internal_value=-8.39638e-07 -0.00253062 0.00344532 0.0157514 -0.000831251 -0.00590262 0.00320206 0.00282205 -0.00414657 0.00230651 -0.00904538 -0.015432 -0.00566405 -0.00479636 -0.00036091 -0.0151775 -0.0135961 0.00352268 0.000519674 -0.00781968 0.00877098 0.0134755 -0.00159145 -0.0234696 0.0051246 0.00526219 0.00136654 0.0055363 0.0108521 0.0145938
internal_weight=3231.72 1806.47 651.099 168.147 482.952 1155.38 1425.24 1414.3 402.847 239.107 807.097 321.866 145.65 485.231 340.384 144.848 163.74 1380.65 878.845 312.238 501.801 345.429 156.372 176.216 566.608 108.848 348.279 258.81 193.867 70.916
internal_count=8763 4879 1766 454 1312 3113 3884 3852 1085 642 2178 868 393 1310 915 395 443 3760 2364 841 1396 966 430 475 1523 293 935 694 520 191
is_linear=0
shrinkage=0.05


Tree=45
num_leaves=16
num_cat=0
split_feature=33 40 28 11 31 31 16 21 31 16 40 28 28 15 40
split_gain=8.85499 12.3396 8.33148 9.01939 8.26442 20.2693 18.4856 8.185 11.0593 9.3889 4.90353 4.76907 4.67312 3.06733 0.750489
threshold=0.0042703287206451923 0.0030713528812234682 0.11463978327039731 1.3777230666877172 0.00087598003003121455 0.0047166429867381799 0.038925281662756869 -0.0086895652790918761 0.00040847133744866638 0.017545637459336627 0.0071171747687861706 -0.0026984797085474132 -0.0039663404234671325 1.2123496008522265 0.0087326451664367071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 7 3 4 6 -6 -3 8 12 -9 -5 -1 -2 -4 -12
right_child=1 2 13 10 5 -7 -8 9 -10 -11 14 -13 -14 -15 -16
leaf_value=-0.044534583670900768 0.023908323886292427 -0.0083703202533416243 0.008088617117490161 -0.0037601730901787723 0.0089367828889204588 -0.0026998846971866969 0.0034277889092787848 -0.02245700871313969 -0.0012972458492356779 0.024587784812466408 -0.041793831547289523 -0.0069186610826189182 0.054842246659177585 0.037129752762457044 -0.024688272416168208
leaf_weight=16.53014075756073 25.942974895238876 748.35542714595795 18.482680797576904 25.41099026799202 649.72057497501373 881.32638773322105 595.89029851555824 23.601214438676834 24.702240347862244 19.074477195739746 15.786877989768984 17.916970878839493 24.989451795816422 19.030357509851456 15.749179631471632
leaf_count=54 71 2114 50 74 1794 2447 1700 66 68 52 50 51 68 52 52
internal_value=-1.58651e-05 0.000264147 -0.000365305 -0.000666879 -0.000274511 0.00223529 -0.00313675 0.0160934 0.0259647 -0.00130449 -0.0203549 -0.0251908 0.0392614 0.0230137 -0.0335144
internal_weight=3122.51 3088.06 2969.75 2932.24 2875.29 1531.05 1344.25 118.31 75.6347 42.6757 56.947 34.4471 50.9324 37.513 31.5361
internal_count=8763 8658 8333 8231 8055 4241 3814 325 207 118 176 105 139 102 102
is_linear=0
shrinkage=0.05


Tree=46
num_leaves=31
num_cat=0
split_feature=28 43 39 1 19 15 10 28 5 14 38 17 3 29 1 8 1 1 28 19 32 42 21 28 43 12 4 27 9 40
split_gain=10.3523 6.98107 16.1681 10.2546 5.54413 10.9417 11.4571 5.99578 4.73365 4.57831 10.734 7.68007 4.60369 6.38434 4.48975 4.45934 4.34103 5.25811 6.68226 3.93089 3.82267 4.66481 2.9543 2.31814 2.34716 1.72625 2.59072 4.41097 3.83846 2.35922
threshold=-0.03395997275614681 -0.37940952255126059 0.0021116493031881358 0.036594784530664594 0.91350599818813139 1.1013922770068834 69.816146310862436 0.019913795886151511 0.013064596387952704 0.92595363263753783 -0.028306255452735293 -0.33868390572350543 0.06531673319018215 0.0083125209004371054 0.02130608978330813 101.65988940441832 0.05806419414742961 0.049919259083881139 -0.0020765621065589423 0.16782622947704676 0.0025347325048521996 0.45665141691693234 -0.033149079124906132 0.1057500343987043 -1.0000000180025095e-35 0.054403769570763955 0.40544754029682656 -0.010715264643961426 -78.867194764738841 0.018518991197039602
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 3 14 5 8 7 -7 -3 10 -4 -12 13 -11 -2 -10 17 18 -6 -14 25 -22 -23 24 -18 -1 27 29 -29 -27
right_child=1 4 9 -5 16 6 -8 -9 15 12 11 -13 19 -15 -16 -17 23 -19 -20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.035047258828496727 0.044621293889342273 0.039310122720405426 0.064440366865051044 0.095274969816873667 0.035869325443546367 0.043313327468958343 0.091051330265611893 -0.026338417177559217 -0.0023432234856796091 -0.0047289385374751254 0.031776014814485921 0.00089289460220193088 0.011005966574113922 0.019525629737450569 -0.0064784482836948978 0.042078315963962019 0 0.029447356883862349 -0.017335086697239686 -0.02209922574835585 0.041260419073746751 -0.034404572285546699 0.0078530363217016747 0.0027147012724340483 -0.031550681400598801 -0.027850902671666563 -0.032238424535849332 -0.014562614303393659 0.043351486994354191 0.0079576269992295365
leaf_weight=17.441826082766056 10.836476802825933 7.0820689573884001 8.7941682264208776 7.4319332614541045 6.7796163558959952 6.1490637138485926 6.5503402128815642 5.9464275538921356 369.98142386972904 73.069887429475784 25.47196551412344 96.376505762338638 11.535251304507254 42.846562050282955 6.7904547378420821 5.6287248507142058 6.9115881398320189 10.545429930090902 39.955412395298481 36.974539391696453 5.6892069205641773 7.3093601018190428 8.985699020326134 7.5677986294031134 37.354811638593674 20.800625890493396 17.920354440808296 5.007943257689476 6.1883688643574697 5.5931642055511466
leaf_count=207 78 55 76 55 57 53 57 59 3447 672 212 852 112 387 55 52 69 99 363 394 54 86 92 72 402 253 215 53 63 62
internal_value=6.4092e-05 0.00185792 0.00764802 0.0461454 -0.0017643 0.000941954 0.0382451 0.00872572 -0.000872015 0.00434715 0.0113342 0.00741066 -0.00117743 0.00420236 0.0247285 -0.00165321 -0.0117558 -0.00216305 -0.00945012 -0.0141178 -0.0155626 0.00250403 -0.0108914 -0.0222356 -0.0266104 -0.0210714 -0.016535 -0.00885039 0.0171052 -0.0200725
internal_weight=925.517 830.58 320.128 25.0589 510.453 401.338 18.6458 12.0955 382.692 295.069 130.643 121.848 164.426 115.916 17.6269 375.61 109.115 57.2805 46.735 48.5098 94.9365 21.9843 16.2951 51.8342 44.2664 72.9523 55.5105 37.5901 11.1963 26.3938
internal_count=8763 7678 2893 188 4785 3723 169 112 3554 2705 1140 1064 1565 1059 133 3499 1062 519 420 506 1085 232 178 543 471 853 646 431 116 315
is_linear=0
shrinkage=0.05


Tree=47
num_leaves=31
num_cat=0
split_feature=43 13 7 31 1 39 5 36 1 30 11 36 5 31 31 40 3 30 5 21 40 1 21 1 20 29 5 15 40 31
split_gain=9.71422 15.2473 13.5684 12.0366 18.389 13.7727 11.3176 10.9885 10.2905 8.83684 9.16317 8.6511 9.1835 13.3663 7.91104 15.0432 12.4406 10.7458 12.9074 9.75026 7.80392 8.85368 7.65058 7.10203 6.84209 6.68729 7.42237 6.34394 5.8876 5.73286
threshold=1.0000000180025095e-35 2.3168514974616721 49.599102856962013 0.0012611196342824913 0.075259639507386164 0.0053025591504693497 0.11943331422221885 0.020799525380313936 0.020268570389798964 -0.0029481568837417568 -0.27298805707068768 -0.043309405679771588 0.020379890201909941 0.00035576964593093209 0.0080755124465676353 0.0090596862948348709 0.048255408346158102 0.0031222472627941097 0.077764326214505089 -0.021214719797222097 0.015169236847580049 0.048733084952771545 -0.037311347899400521 0.020268570389798964 -0.31823512881947646 -0.0011694797048186765 0.025026180934844485 0.72413024735111142 0.0072900940597404726 0.018843055966738735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 11 7 28 14 8 -5 10 -1 -2 13 -13 17 16 -16 19 -19 -4 21 -12 -11 -14 -3 26 -24 -17 -6 -7
right_child=1 24 6 4 5 29 -8 -9 -10 22 20 12 23 -15 15 27 -18 18 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.025012371592194157 -0.023662205483574041 0.011872271963062252 0.0061303689898323382 0.016738220432901213 0.0096114094140321467 0.0076605568782400898 0.022108571916715336 0.023868027445846665 -0.010522170727884828 -0.021757198229732606 0.008218623113084203 -0.017179821627651765 -0.018629273080177929 0.025676311765180839 -0.019898640280423142 -0.040129145862939877 0.018072346194321548 -0.020564058906329397 0.022843843397459832 -0.010171961527744815 0.01754166808860862 -0.013639641336609632 -0.01096935564331384 0.01059218543370824 0.050663866972807725 0.022348223726588651 0.010975627402020294 -0.0081583251183287697 0.043071755814559812 -0.013380314591274773
leaf_weight=26.535944819450378 22.970805466175079 23.744735956192017 132.59179675579071 36.907782465219498 21.444188386201859 132.52193796634674 33.313486188650131 27.055292963981628 511.68702137470245 19.170621782541275 60.119747966527939 74.893985778093338 21.313669860363007 23.86169958114624 26.408337622880936 19.720564305782318 113.80781358480453 261.94417560100555 18.134234398603439 295.02405360341072 32.121496081352234 197.67420646548271 49.747342258691788 613.35488167405128 22.625685513019562 87.446738451719284 167.40250062942505 75.038747638463974 36.08820366859436 42.630201727151871
leaf_count=73 63 64 360 100 58 361 93 73 1373 52 162 206 58 65 71 53 309 708 51 796 89 542 135 1682 62 235 450 204 99 116
internal_value=-1.48238e-06 0.0027444 -0.00274179 0.00190265 -0.00233482 0.00951512 -0.0064536 -0.00713421 -0.00867635 0.00290901 -0.00302068 0.00643741 0.00739004 -0.00675869 -0.00747052 0.000458206 0.0108762 -0.0101098 -0.0177285 -0.00510512 -0.00561152 -0.00852151 0.00871929 0.0096002 0.0309759 0.0106603 0.00592245 -0.0148998 0.0307251 0.00250619
internal_weight=3227.3 1611.1 1616.2 1564.73 808.335 232.685 975.983 575.65 548.595 640.219 316.451 756.395 733.424 98.7557 942.67 234.975 140.216 707.694 280.078 427.616 289.915 257.794 323.767 634.669 46.3704 304.597 217.15 94.7593 57.5324 175.152
internal_count=8763 4380 4383 4254 2180 634 2645 1546 1473 1738 866 2074 2011 271 2552 637 380 1915 759 1156 793 704 872 1740 126 820 585 257 157 477
is_linear=0
shrinkage=0.05


Tree=48
num_leaves=31
num_cat=0
split_feature=44 20 32 42 10 40 12 36 42 12 12 24 31 16 40 40 40 27 39 20 32 20 1 36 20 33 4 25 24 13
split_gain=8.3913 13.0492 10.9069 13.0771 9.24061 8.70773 9.65056 9.41254 11.9259 8.88508 8.31791 10.0107 10.3174 8.03146 8.01704 12.7101 12.6416 7.46966 7.23236 6.82765 9.4337 6.36557 5.80674 6.08768 5.56983 5.53775 5.3434 5.313 5.05233 7.14704
threshold=0.37940952255126048 0.64058119895516297 -0.001223460251469511 0.65315054416366913 74.410179809783912 0.0061891676685151319 0.016705020884912946 0.018086345483789072 0.64653704461090833 0.040955253759597583 0.035629592936382452 -0.0014897208254356609 -5.4304648059950234e-05 0.013940980963581156 0.0090596862948348709 0.0096866311390646463 0.0073754352970243084 0.001177255921984774 0.0046386058236718873 1.4528266439711068 -0.0047194248180155553 4.7764982782858256 0.024157268377189883 -0.025359756644543537 0.53692346806944979 0.010054294281636877 0.83890508584386125 -0.036144259912678875 -0.0012768852187975111 -0.97906221616332478
decision_type=2 2 2 2 2 2 2 2 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 10 13 6 -4 8 -8 18 11 12 -1 17 16 -16 -15 -2 -7 24 -21 25 -3 27 -12 -11 -6 -24 29 -25
right_child=1 22 5 -5 26 9 7 -9 -10 21 19 -13 -14 14 15 -17 -18 -19 -20 20 -22 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.01642857720670134 0.010583995404173987 -0.025640632741088923 -0.038883434299516142 0.031254657237265192 0.045281761650093254 0.00045166077729305988 -0.0040845531917002749 -0.020946889377775568 0.010294971155460589 0.011632540399537683 0.008268578220346082 -0.033908977240471032 0.031262783855283166 0.0043159930447489048 0.044501991318807409 0.0071744053018836119 -0.015842762558485195 0.044913515563169672 -0.035005852305600556 -0.013813091098286105 0.023380860315964969 0.016335533418957358 0 0.00036149400333465305 -0.0040898073151795526 -0.0088362411669002799 0.012512194618612702 -0.03669509863175148 -0.0046577468391886647 0.029847233817681781
leaf_weight=29.93817338347435 54.564851045608521 29.65402489900589 15.758317768573759 39.713837474584579 23.097853541374207 19.548644065856934 321.56467422842979 46.737132519483566 260.88202372193336 34.824076682329178 154.66833934187889 33.847787916660309 18.101623594760895 373.07196769118309 26.089774042367935 182.22578540444374 98.140830785036087 22.636419922113419 51.5194031894207 21.339589327573776 80.913469403982162 28.847789078950882 17.832958430051804 70.02874967455864 221.39378514885902 560.35877671837807 28.278007596731186 22.749936759471893 202.32242000102997 29.19917955994606
leaf_count=83 150 85 51 108 62 55 900 133 720 102 435 95 50 1022 71 507 276 61 148 60 227 81 51 199 620 1611 76 66 576 82
internal_value=-1.49787e-05 0.00330825 -0.00203883 0.00355931 0.00687701 -0.00454885 -0.000356213 0.000606807 0.00234822 -0.00843115 0.00158179 -0.0131189 0.0014655 0.00547352 0.00372671 0.0118925 0.000104392 0.0207596 -0.0251954 0.00411121 0.0155639 -0.0065102 -0.004435 -0.00257546 0.000980554 -0.00762846 0.0274014 -0.0207317 -0.000109338 0.00910973
internal_weight=3119.85 1179.89 1939.96 599.917 808.105 1340.04 644.942 629.184 582.447 695.099 560.203 81.8876 48.0398 756.73 679.528 208.316 471.213 77.2013 71.068 478.315 102.253 624.031 371.787 342.133 376.062 595.183 51.3759 40.5829 301.55 99.2279
internal_count=8763 3284 5479 1678 2225 3801 1804 1753 1620 1997 1570 228 133 2087 1876 578 1298 211 203 1342 287 1794 1059 974 1055 1713 138 117 857 281
is_linear=0
shrinkage=0.05


Tree=49
num_leaves=24
num_cat=0
split_feature=40 31 28 40 12 3 3 33 31 12 7 10 42 42 8 15 35 20 38 28 23 31 12
split_gain=9.86071 6.17768 6.56942 10.5624 11.361 13.747 6.64534 15.5476 8.92339 5.52062 4.20835 3.16298 3.12647 2.97408 6.35338 11.2681 4.42331 4.22448 5.49496 2.48172 1.113 1.09237 0.501292
threshold=0.0093459831209457087 -0.010132526303410116 0.062390130030368446 0.0073754352970243084 0.046285447993078245 0.055437020254630813 0.04271805525161481 0.0090811972922570702 0.00013116971650154095 0.049100030047895461 89.907990555797014 17.810195262320445 0.15902140672782958 0.60807448166783973 37.85859654460166 0.85339521032907295 0.0055406522977038417 -1.7596573358784739 0.050309557626319952 0.1057500343987043 0.090807756661246505 0.0064998899930547313 0.06020188288230504
decision_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 22 3 6 5 -5 7 -3 -8 -6 20 -2 -13 14 16 -16 -14 18 -15 -19 21 -4 -1
right_child=11 2 10 4 9 -7 8 -9 -10 -11 -12 12 13 17 15 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=-0.035146399344195105 0.027912126105024356 0.0057091088658205039 -0.008767103670545567 0.021221124525484705 -0.017718538453038047 0.10818019489990999 -0.013693590126589964 0.072389883738539107 0.0035939421721204561 0.016413841553558052 0.014133407428249787 -0.034774216535096394 -0.0014688846751399773 0.050459112935929397 0.069144792105656924 -0.024982035857889592 -0.026683442195596888 -0.024592477906507381 -0.015727978168263251 0.0011184099136585159 -0.0054582159047051873 -0.035109500414426405 -0.012873711860018195
leaf_weight=10.386425517499445 5.3331920579075804 220.74789193272591 5.7224455475807252 12.896156731992962 13.7598809748888 7.1431021317839614 117.88310085237026 9.0242147147655469 202.45206259191036 77.56801687926054 8.8352862372994405 12.528691872954367 69.971130833029747 5.0574504509568197 7.442197382450102 5.326807513833046 23.271266728639603 60.702406242489815 7.7639677822589874 10.653072111308573 6.7882848829030982 19.309501551091671 4.638422615826129
leaf_count=108 49 1886 56 117 122 61 1102 73 1795 698 85 151 747 44 63 57 266 742 83 110 73 225 50
internal_value=6.38732e-05 0.00284965 0.00353657 0.00474217 0.0187823 0.0528497 0.00188782 0.00838008 -0.00275454 0.0112029 -0.0159197 -0.00951151 -0.010534 -0.00889346 -0.00325715 0.0296007 -0.0078373 -0.0159201 0.0101812 -0.0206878 -0.0244391 -0.0293453 -0.0287316
internal_weight=925.205 717.155 702.13 661.474 111.367 20.0393 550.107 229.772 320.335 91.3279 40.6555 208.05 202.717 190.188 106.011 12.769 93.2424 84.1769 12.8214 71.3555 31.8202 25.0319 15.0248
internal_count=8763 6451 6293 5854 998 178 4856 1959 2897 820 439 2312 2263 2112 1133 120 1013 979 127 852 354 281 158
is_linear=0
shrinkage=0.05


Tree=50
num_leaves=14
num_cat=0
split_feature=5 40 32 21 28 29 31 31 31 12 21 21 33
split_gain=9.57076 10.868 16.3344 10.9614 9.31829 9.4125 9.16296 8.52519 23.1984 16.1024 6.28219 3.80014 2.52816
threshold=0.011140903004324987 0.0030713528812234682 0.00031311404137417326 -0.0086895652790918761 0.11463978327039731 0.029334262510806289 0.00040847133744866638 0.00093942940457225404 0.0047166429867381799 0.027076097285619018 -0.0089674084560618234 0.01443483449980777 0.019737752530796394
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 7 -2 9 -9 -3 -4 -7 -6
right_child=1 4 10 -5 12 11 -8 8 -10 -11 -12 -13 -14
leaf_value=0.043614592942836622 -0.035215343205710854 0.025843379891196068 -0.050461784419581657 0.022821870756254008 -0.037064554900816934 0.0097370732178289551 0.0089412904076547877 -0.0091991710063320225 0.0030463400966174838 0.0019789056954404162 -0.017818157374870382 0.0393069652185489 -0.01052126451654254
leaf_weight=12.427230089902876 24.994411945343018 74.627108931541443 28.524978667497635 33.540656268596649 19.167163670063019 24.318250954151154 21.765717178583145 666.6927433013916 920.05757269263268 1327.0988762378693 32.102542340755463 20.573128819465637 18.246673375368118
leaf_count=35 69 201 82 93 52 68 59 1794 2483 3625 89 63 50
internal_value=-2.28556e-06 -0.000173964 -0.013747 0.00098932 0.000447746 0.000755615 -0.0145796 0.000412161 -0.00209587 0.00325476 -0.033317 0.0234569 -0.0243153
internal_weight=3224.14 3211.71 140.928 80.3008 3070.78 3033.37 46.7601 2988.48 1586.75 1401.73 60.6275 44.8914 37.4138
internal_count=8763 8728 392 221 8336 8234 128 8103 4277 3826 171 131 102
is_linear=0
shrinkage=0.05


Tree=51
num_leaves=20
num_cat=0
split_feature=33 40 28 28 27 23 21 5 33 21 16 5 28 40 42 27 11 27 29
split_gain=7.78785 10.7405 7.38285 7.97179 13.2099 12.4255 8.70564 7.86231 7.11829 7.07171 8.64808 6.81445 5.65647 6.71255 5.23288 12.9702 4.95405 4.6088 2.64406
threshold=0.0042703287206451923 0.0030713528812234682 0.089524485080739832 -0.054691144646274253 -0.0067646573572839068 0.082014887885489121 -0.041676306657786773 0.068840344523885391 0.03628859982983474 -0.0086895652790918761 0.017545637459336627 0.057396469418112245 0.11930707672716261 0.0098486937599504155 0.56592445983836459 -0.0010220223931217117 -0.099337798314675846 0.0011133712947717191 0.010797750239307737
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 9 3 4 8 6 -5 18 -3 14 -11 -6 13 -9 15 -2 -7 -1 -4
right_child=1 2 7 5 11 16 -8 12 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.042876791497749804 0.041863044013127244 0.0043643544876620184 0.041920539393102141 0.020893207925922704 0.047261401246016195 -0.033564920258678931 -0.00095504356269637521 0.020781128696833188 -0.023456191623846021 -0.021593953890026808 0.023650395619318268 0.014944458935624218 0.02412475573761283 -0.013475623070627241 0.041042383106432281 -0.010790217343650255 -0.0097346130776375245 -0.0054637893798832448 0.015586971200351374
leaf_weight=16.375431343913078 21.719708234071732 124.4689376950264 21.08000984787941 46.411402374505997 22.977654963731766 24.158538281917572 2283.9459130167961 19.656060725450516 28.08233642578125 23.413225710391998 19.054836541414261 59.014232784509659 23.964011549949646 51.260111600160599 28.793485939502716 24.91105380654335 241.40408709645271 17.214305549860001 19.143515080213547
leaf_count=56 59 357 57 128 63 72 6380 57 83 66 52 162 65 143 79 69 714 49 52
internal_value=-1.36535e-05 0.000245968 -0.000340983 -0.000887827 0.00793428 -0.00168711 -0.00051689 0.0110708 -0.000736235 0.0150408 -0.00116811 0.0241085 0.00314784 -0.00389427 0.024223 0.0136648 -0.0119331 -0.0239247 0.0295814
internal_weight=3117.05 3083.46 2965.57 2830.46 234.543 2595.92 2330.36 135.104 152.551 117.892 42.4681 81.9919 94.8802 70.9162 75.4242 46.6308 265.563 33.5897 40.2235
internal_count=8763 8658 8333 7959 665 7294 6508 374 440 325 118 225 265 200 207 128 786 105 109
is_linear=0
shrinkage=0.05


Tree=52
num_leaves=29
num_cat=0
split_feature=39 16 15 39 5 22 40 21 31 21 34 21 16 38 19 41 10 5 25 25 42 39 29 14 4 19 16 29
split_gain=9.3203 6.11708 5.88757 6.38408 6.48868 5.8875 12.4684 6.46487 7.06592 5.38002 3.92305 3.50273 3.01053 2.853 7.72016 7.22016 3.98548 1.88085 1.53849 1.52975 1.48596 1.44187 2.66874 4.32592 1.36024 2.89072 1.00226 0.597575
threshold=0.011662877357767392 0.0078289340126600025 -0.062720134170144534 0.0085804654958040062 0.059112497871284302 0.17092633553845729 0.0063577282564199642 -0.034285373851221171 -0.014233314597565402 -0.011076886667073613 -0.0040412125748512931 0.0063472840093561087 0.054377907874596669 0.027751169402414847 0.91350599818813139 0.0074198554175558809 58.502880408221323 0.036878737906607957 0.020998917468899574 -0.024364657499831601 0.47848345753286303 0.015315704334242628 -0.008593658782800882 0.59232122444702651 0.32361500032503759 0.10712061910691921 0.034152492292694618 -0.021907722859810404
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 12 10 6 -4 20 -9 -1 -5 -6 17 21 15 -15 -17 -3 -16 -14 -7 26 24 -24 25 -23 -2 -28
right_child=13 2 5 4 11 7 -8 8 -10 -11 -12 -13 19 14 18 16 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29
leaf_value=0.061468252926790548 -0.0062119436629628592 -0.014635044137272452 -0.0067900991937657126 0.0061562224190035968 -0.034353826065831816 -0.0033229429805421932 0.082071159146738848 0.043639061520362565 0.0024971975588635974 0.0018232794609081412 0.064193221155375735 0.02108475653762714 -0.01199305709913904 0.051729791625601033 -0.034989812105554033 0.025601709111435913 -0.034220989542484891 -0.033246622989496225 -0.0044607949549881959 0.028319593222901219 -0.028063017811552356 -0.028054048521335934 -0.019599056367023922 0.04099159249702887 -0.034677468292116299 0.02274030001029282 -0.013834849815478868 -0.035370121752328801
leaf_weight=7.9241237789392471 5.1555940061807624 33.693395905196667 8.6100641563534719 5.7599751949310303 7.7833228483796102 9.3203974142670649 7.0262436643242827 10.525203928351401 654.20273708179593 7.4987381994724256 6.3101465702056903 4.2638940699398518 4.4766315370798111 9.0056631565094012 13.248673237860205 4.763481702655552 6.29798923432827 24.916862029582262 6.6015109233558169 4.5539081171154958 20.573537290096283 7.7527830749750155 6.6273681893944723 5.0877404436469078 11.676839083433149 4.1703938618302345 4.9490733295679119 22.168364357203245
leaf_count=51 47 386 74 54 96 92 54 107 5860 54 49 47 50 95 153 53 74 286 79 50 229 92 73 55 145 50 63 245
internal_value=6.16458e-05 0.00188774 0.00127939 -0.0106211 0.011304 0.00282512 0.0330902 0.00213198 0.00316262 0.032989 0.0371864 -0.0143087 -0.0185174 -0.0137658 -0.00300769 0.018674 -0.00801257 -0.0226757 -0.0251608 0.00787566 -0.020553 -0.0200318 -0.0127284 0.00641583 -0.0224297 -0.00983037 -0.0278051 -0.0316888
internal_weight=924.945 817.439 802.016 91.7581 24.1173 710.258 15.6363 694.622 664.728 15.4229 12.0701 12.0472 67.6408 107.505 39.9173 20.0671 11.0615 58.6103 19.8502 9.03054 29.8939 67.5882 35.3151 11.7151 23.6 11.9232 32.273 27.1174
internal_count=8763 7539 7434 1018 246 6416 128 6288 5967 105 103 143 772 1224 454 222 127 672 232 100 321 770 415 128 287 142 355 308
is_linear=0
shrinkage=0.05


Tree=53
num_leaves=26
num_cat=0
split_feature=38 28 16 44 31 31 3 30 12 42 28 23 31 28 9 42 12 44 23 10 29 35 28 10 4
split_gain=9.31784 15.379 9.78431 10.8515 13.3465 10.4231 9.1004 14.4636 21.4109 13.78 11.2459 10.0333 8.40847 7.83137 8.16788 7.82013 7.40227 7.33464 6.89493 6.70578 5.56268 4.67303 3.92581 1.77988 0.277515
threshold=-0.036591404269771692 -0.14855972285802657 0.10278487327606557 0.60355339059327384 0.017365758993728764 0.01098319437539126 0.08012925940895832 -0.0087536106317376346 0.094592955231158196 0.31234430948162623 -0.038252618201315737 0.090807756661246505 0.021325839060730514 -0.08438524901936649 -13.843312065626117 0.80554557073248645 0.05421722947199515 -0.12940952255126037 0.062698172415769846 81.026168520972121 -0.028686874569086526 -0.014689090205106668 -0.111443528074976 38.605152199864392 0.44493565805041213
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 13 5 -5 9 8 11 10 21 -8 15 -3 -15 -4 18 -13 -12 -17 -10 -1 -22 -9 -11
right_child=1 2 12 4 -6 -7 7 23 20 24 16 17 -14 14 -16 19 -18 -19 -20 -21 22 -23 -24 -25 -26
leaf_value=0.012252057997825217 -0.048975500746870265 0.035162189592058433 0.042728754396219773 -0.0066851483566846464 -0.039486150988435186 0.01384946324103016 0.0023675265316867159 0.039195032769714713 -0.0055670136949840573 0.038991989027492562 0.0012381240186832921 -0.012693069076344736 -0.01219263601703415 -0.00074108622426218712 0.0087149595007126844 -0.011689189567548323 0.018117539865288405 -0.051356832263324215 -0.040771024075022873 0.028662610669837524 0.040280304676500844 0.045209157354883234 0.010614766376525399 0.016627947360735289 0.051678483132442436
leaf_weight=23.605658978223801 16.444694101810455 16.347463876008987 30.521562099456787 691.86553785204887 28.826055079698563 67.624673336744308 23.527528613805771 19.351314842700958 24.734735250473022 16.655818223953247 20.532836973667145 20.375132381916046 21.0603406727314 1721.0174893438816 263.12548971176147 19.716359227895737 21.431049555540085 32.66159576177597 18.143154382705688 21.110886871814728 20.129630118608475 20.710895478725433 26.455459624528885 18.284159958362579 16.847316950559616
leaf_count=66 45 45 87 1877 78 182 65 53 67 51 56 56 58 4649 714 55 60 90 50 63 58 63 75 50 50
internal_value=-2.93843e-06 -0.000903053 -0.000625251 -0.00115755 -0.00612636 -0.00484859 0.00804325 0.000781603 -0.00623719 0.0177667 0.00873611 -0.0246071 0.0153687 0.00079818 0.000510776 0.0235797 -0.00528437 -0.0366493 -0.018394 0.00907274 0.0134204 0.0278339 0.0235993 0.0284371 0.0456551
internal_weight=3221.11 2897.66 2881.22 2788.81 788.316 759.49 323.446 185.52 147.884 137.927 104.424 76.5643 92.4091 2000.49 1984.14 71.3488 60.107 53.0367 38.676 40.8272 71.3198 44.3166 46.5851 37.6355 33.5031
internal_count=8763 7853 7808 7545 2137 2059 910 514 411 396 295 211 263 5408 5363 205 166 146 106 118 200 129 133 103 101
is_linear=0
shrinkage=0.05


Tree=54
num_leaves=26
num_cat=0
split_feature=38 21 44 40 40 30 29 3 33 21 33 37 38 34 24 40 31 31 20 39 20 7 31 44 37
split_gain=7.51814 12.6834 11.9357 10.4513 21.9067 16.2122 9.55735 9.52641 7.16745 7.00955 7.91391 5.64885 6.57173 6.01721 5.4337 8.35385 17.6312 7.06476 6.76061 4.24111 5.92094 8.97282 5.75188 3.2417 2.13151
threshold=0.0010551481849528923 -0.033149079124906132 -0.60355339059327384 0.0073754352970243084 0.0083249082683523618 0.006415269121774282 -0.0046313396920709118 0.069229785268342628 0.0042703287206451923 -0.027651833124780988 0.011793094506662506 0.020821555894534275 0.020415994597923762 -0.00051059790066582112 -0.022162966821130444 0.015169236847580049 -0.02130081033678435 -0.005848719985338746 0.11527750982335987 0.015644015638035511 0.61837741594301121 63.697652633528151 0.0045570241230616171 1.0000000180025095e-35 -0.015718599746735503
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 19 6 9 7 -6 -3 -5 -1 -4 -11 12 -8 -13 23 16 -16 -18 -17 20 21 -2 -23 -10 -20
right_child=1 2 3 4 5 -7 11 -9 14 10 -12 13 -14 -15 15 18 17 -19 24 -21 -22 22 -24 -25 -26
leaf_value=-0.040003996258781094 0.040100564756371693 0.019176342728701126 -0.02305401357511444 -0.026742620674165291 0.024432415338602555 -0.0022352241858996365 -0.0096267821157223297 0.0099951640946387421 0.0014402135701713358 0.0061630254448099865 0.02264255871003789 -0.033795700430551474 0.0065244231768625226 -0.010015398285050771 0.051052046196055828 0.0015369790087759398 -0.0094904177903586493 -0.00056655261482203769 -0.020098765779108914 0.036449020991831199 -0.0081986633543905171 0.024083103943721079 -0.0095849032027999995 0.026985457864904385 -0.041048123316255201
leaf_weight=12.706241399049757 31.86790743470192 34.705880731344223 18.348681151866913 101.48988473415375 77.200825124979019 215.89716543257236 177.08826410770416 21.079302996397018 26.635126352310181 623.33594191074371 82.805288553237915 36.369926929473877 97.268221855163574 102.92842182517052 15.357687532901762 27.064698547124863 290.29765689373016 944.76716536283493 31.106753677129745 23.528382062911987 25.218606740236282 23.662558168172836 26.881146788597107 23.932122766971588 22.154171988368034
leaf_count=46 86 96 50 283 211 609 498 58 74 1703 227 108 272 302 43 80 880 2638 94 64 69 65 73 66 68
internal_value=-1.4357e-05 0.00219604 0.000958348 0.00367889 -0.00263187 0.00477781 -0.00594797 -0.0203807 -0.00274467 0.00730637 0.0081055 -0.00807212 -0.00388215 -0.0162799 -0.00239544 -0.0030102 -0.0020009 -0.00266872 -0.0186378 0.017136 0.0128378 0.0193378 0.00609482 0.0136582 -0.0289671
internal_weight=3113.7 1719.68 1588.52 1140.16 415.667 293.098 448.361 122.569 1394.02 724.49 706.141 413.655 274.356 139.298 1381.32 1330.75 1250.42 1235.06 80.3256 131.159 107.63 82.4116 50.5437 50.5672 53.2609
internal_count=8763 4774 4417 3141 1161 820 1276 341 3989 1980 1930 1180 770 410 3943 3803 3561 3518 242 357 293 224 138 140 162
is_linear=0
shrinkage=0.05


Tree=55
num_leaves=26
num_cat=0
split_feature=28 34 30 40 28 9 40 17 42 40 12 15 17 7 36 28 14 40 20 33 25 7 33 33 20
split_gain=8.97398 6.57919 6.81423 6.42151 5.86599 6.20274 6.03469 4.83072 3.88037 3.81813 3.8138 3.11668 3.40208 3.278 3.00215 4.8061 4.40205 3.63784 2.32917 3.88266 1.33999 0.528635 0.120805 0.340518 0.0964379
threshold=-0.03395997275614681 0.0096864835247308951 -0.012382971866833004 0.0094206993973739682 0.062390130030368446 -8.9165758566852187 0.0063577282564199642 2.0609844482771815 0.95971317526489408 0.0077551738893625478 0.067461119128104999 -0.19394825122918558 -1.2595345158266587 24.519431528924823 -0.0043520415633465084 -0.066667820860410329 0.87755714823216902 0.0084964503771234861 -0.06925911925912058 0.01031667225333594 -0.0025834124321036313 82.713557524925406 0.021865380299260804 0.028775217676689665 3.0869570982539996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 4 6 -6 -4 10 18 -10 -5 24 13 -13 22 16 -16 -17 21 -20 -21 -3 -14 -24 -1
right_child=1 8 3 7 5 -7 -8 -9 9 -11 -12 12 14 -15 15 17 -18 -19 19 20 -22 -23 23 -25 -26
leaf_value=-0.034847343068306329 0.048188113504075987 -0.035448167750075116 0.001950537507675985 -0.022692656076439503 -0.024899839759652608 0.036021871523707207 0.012419836493802121 0.036716791757783078 0.041383352860413267 -0.016370020424324127 -0.0030036297063834403 0.045977965047018024 -0.034865945243655903 -0.0066949224116032609 0.02987176953849496 0.0087499651052653643 -0.02438703165765347 -0.034927900524603532 0.023563991924582334 -0.02851177111429043 -0.0018672606222103743 -0.014582208771991401 -0.010967917969698527 -0.033537152196260064 -0.020297165239933662
leaf_weight=15.976890914142134 8.1602429151535016 18.40207547694445 413.03066400438547 42.694175831973553 28.600031763315201 4.740310162305831 207.50103649497032 5.3846869133412829 5.6613886430859548 5.4550281092524529 59.553218141198158 4.7903161868453008 11.758491378277542 7.0805362910032272 12.039443802088497 6.5474438294768396 5.2203431203961363 15.683345776051281 6.5489613115787533 14.732013355940582 7.5545021481811991 4.9599900245666495 4.3121337257325631 4.3638065122067928 3.8171593993902198
leaf_count=201 79 192 3592 469 322 47 1816 59 49 57 645 59 137 79 132 64 66 192 58 158 86 49 51 53 51
internal_value=6.5582e-05 0.001705 0.00298541 0.00248819 0.00435635 -0.0160067 0.00546088 -0.00880805 -0.0137614 0.0127037 -0.0112879 -0.0147754 -0.00980605 0.0143493 -0.0146903 -0.00644686 0.0131268 -0.0218584 -0.0195067 -0.00969412 -0.0197521 -0.0313123 -0.0302688 -0.0231423 -0.0324089
internal_weight=924.568 832.978 769.664 761.504 653.872 33.3403 620.532 107.632 63.314 11.1164 102.247 91.5899 71.7959 11.8709 59.925 39.4906 17.2598 22.2308 52.1975 28.8355 22.2865 23.3621 20.4344 8.67594 19.7941
internal_count=8763 7678 7029 6950 5777 369 5408 1173 649 106 1114 1085 833 138 695 454 198 256 543 302 244 241 241 104 252
is_linear=0
shrinkage=0.05


Tree=56
num_leaves=31
num_cat=0
split_feature=43 35 0 32 33 31 1 28 36 35 16 32 1 16 32 40 31 39 28 38 44 30 31 40 31 37 17 40 35 1
split_gain=8.92346 16.7004 13.8006 11.1232 11.2888 10.5849 16.2388 13.7234 9.97815 9.83613 9.60378 9.66063 9.42088 8.33923 8.21147 7.66336 8.41293 9.70705 8.30017 6.94648 6.82119 15.1834 6.66624 6.06125 5.74275 5.67055 6.98826 5.58 4.53698 7.10793
threshold=1.0000000180025095e-35 -0.0089223216061101156 0.96337029949233477 0.00079973558403439245 0.0064801547455953226 0.0012611196342824913 0.075259639507386164 0.093356662848670655 0.020799525380313936 -0.030909905672536316 0.0099171040924724424 0.00029036238037495247 0.020268570389798964 0.10278487327606557 0.0010411966794939321 0.0092893397687734153 0.0085295060515764975 0.0042849047544211106 -0.0082405117781236391 0.010077846828855931 -0.60355339059327384 -0.0020229464821180025 0.0088594425397245605 0.011591995535162681 0.0018410243990681656 0.013734370499285832 -2.0615822825220902 0.012351011182235078 0.0061596751510876189 0.11805600551305863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 5 15 -5 9 8 22 12 -2 11 -11 -7 19 -9 16 18 -18 -3 -6 21 -1 -8 -15 -4 26 -22 -12 29 -17
right_child=2 3 24 4 13 6 7 14 -10 10 27 -13 -14 23 -16 28 17 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.028708283831913602 -0.026266180110770795 0.010178913490129752 0.050628617148850232 -0.041126646964977462 -0.001002161744829237 0.016249700933810313 0.02841755221391426 -0.041711023439463472 0.022935451730127704 0.0079247774311938367 0.010205834877293941 -0.042646026705754431 -0.0098827616429932388 -0.0090922420268931044 0.002158226029783215 -0.012772247898341341 -0.010248307736786307 0.032225335004160111 -0.0038737037377862245 -0.014425128539852686 0.026166245327011995 0.016158126987930052 0.0082609656178388707 0.026676068059694569 0.014386610872975616 0.037689049813947398 0.003668786342161061 -0.002951848278737458 -0.020175415867411728 0.01843822664660396
leaf_weight=33.530073225498199 22.60948771238327 137.7058886885643 19.077023804187775 28.191483467817307 135.27710339426994 36.756342083215714 61.393033713102341 18.249832987785339 26.977612882852554 18.498322933912277 600.75227612257004 18.853780418634415 511.35434225201607 20.551889449357986 24.975551277399063 58.760488539934158 19.378411591053009 42.505298465490341 441.87782752513885 342.53720280528069 50.870748490095139 42.737898975610733 126.96724557876587 27.246515154838562 26.948767632246017 22.658806294202805 109.14710626006126 92.36191526055336 72.337935715913773 26.270979821681976
leaf_count=91 62 376 52 78 369 100 168 50 73 51 1648 54 1373 59 68 159 52 114 1192 930 139 115 348 78 74 62 298 259 198 73
internal_value=-3.39922e-06 -0.00263334 0.00263294 -0.0048628 -0.0103088 0.00183231 -0.00214277 0.00902476 -0.00664937 0.00609666 0.00710866 -0.0175135 -0.00811855 -0.00863881 -0.0163016 -0.00108024 0.00133887 0.0188493 -0.000525074 -0.0106363 0.0089907 -0.00351301 0.0148688 0.0112055 0.029594 0.0142375 0.010864 0.0084451 -0.0109673 -0.00306052
internal_weight=3217.36 1611.59 1605.78 1352.64 553.804 1559.75 806.674 231.586 575.088 753.076 730.466 37.3521 548.111 525.613 43.2254 798.837 641.467 61.8837 579.584 477.814 258.945 76.268 188.36 47.7984 46.0258 182.677 160.018 693.114 157.369 85.0315
internal_count=8763 4383 4380 3678 1514 4254 2180 634 1546 2074 2012 105 1473 1436 118 2164 1734 166 1568 1299 705 206 516 137 126 499 437 1907 430 232
is_linear=0
shrinkage=0.05


Tree=57
num_leaves=21
num_cat=0
split_feature=33 40 20 31 43 30 28 20 37 43 42 3 5 28 40 30 15 27 32 8
split_gain=7.11174 9.93176 7.34342 11.4788 11.1347 9.19017 9.05429 7.54454 8.98825 8.96284 7.77628 6.83129 6.98794 6.41543 5.78337 5.62406 5.54634 4.5148 4.16407 3.26122
threshold=0.0042703287206451923 0.0030713528812234682 0.29154247790562965 0.019202392345832587 0.25881904510252091 0.011239069724782969 0.0088797646923386864 4.7764982782858256 0.013157007518027732 -0.78656609248549303 0.62258167809075937 0.031502274575608093 0.016913789512658029 0.023185633735225922 0.0026353423584551954 0.0051694830778314825 0.5684728500040841 0.001177255921984774 0.0033187333068590489 70.345923371555344
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 11 3 4 5 -3 -6 8 10 18 -4 12 16 -11 -14 -10 -2 -1 -9 -5
right_child=1 2 7 19 6 -7 -8 9 15 13 -12 -13 14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.041965417432073937 0.0067348156737053648 0.0074300300790158692 -0.0036423746633517159 0.012238329909733845 -0.01221197384050259 -0.01012413836338992 0.0015413496551650212 0.013295111105956953 -0.031608020231983024 0.013608187405452235 0.0070432932747936071 0.039240027670937511 -0.027507965553637548 -0.012933952229938643 0.0093210467067683395 -0.0094834982159478984 0.040123516602849782 -0.0046150925547370899 0.046493654411742295 0.039723128602250066
leaf_weight=16.104795709252357 29.984726995229721 662.70613789558411 1165.4538111835718 20.705200284719467 206.35252612829208 83.697377324104309 283.3665671646595 20.80531045794487 36.040735155344009 45.72083842754364 199.03864419460297 22.525035947561264 18.347868770360947 45.126116424798965 24.907567381858826 147.85540926456451 21.770193725824356 16.886166781187057 18.290967524051666 24.398053556680679
leaf_count=57 83 1837 3298 56 597 231 783 57 105 131 547 62 51 127 69 448 60 48 50 66
internal_value=-1.34279e-05 0.000232897 -0.000331759 0.00251675 0.00160733 0.00545382 -0.00424498 -0.00250929 -0.00348292 0.00904767 -0.00207959 0.0144817 0.00852439 0.000369294 -0.00621298 -0.0138616 0.0209262 -0.0230708 0.0290334 0.0272715
internal_weight=3110.08 3077.09 2959.56 1281.23 1236.12 746.404 489.719 1678.33 1548.39 129.943 1364.49 117.535 95.0104 90.847 43.2554 183.896 51.7549 32.991 39.0963 45.1033
internal_count=8763 8658 8333 3570 3448 2068 1380 4763 4398 365 3845 325 263 258 120 553 143 105 107 122
is_linear=0
shrinkage=0.05


Tree=58
num_leaves=25
num_cat=0
split_feature=39 28 30 43 39 40 39 14 15 38 31 28 43 44 29 17 40 40 28 26 25 42 32 0
split_gain=8.43191 5.5103 6.95511 6.20867 12.576 8.17303 5.5202 6.62207 6.45193 4.63951 4.57784 3.05836 2.40125 5.06578 2.38602 3.66988 2.00397 4.29665 1.80551 1.2959 2.34493 1.27861 0.697928 0.0721665
threshold=0.011662877357767392 -0.03395997275614681 -0.013577377754492451 -1.0000000180025095e-35 0.0025343992528020893 0.0043626102090538622 0.0080350474598795667 1.999747551558283 -0.050841563829738028 -0.017481216918489025 -0.018747448954580831 0.1057500343987043 1.0000000180025095e-35 -0.9159756150367534 -0.008593658782800882 -0.37117938300787817 0.0075868300208553749 0.0084964503771234861 -0.072536013673182284 -0.0045775224310581559 -0.021323813011023925 0.18609265853471241 -0.0054775527984247327 0.89297117089776867
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 5 -4 8 -8 -5 -6 -1 12 13 -2 21 -16 -12 -18 -19 20 22 -15 -14 -21
right_child=11 2 3 6 9 -7 7 -9 -10 -11 16 -13 19 14 15 -17 17 18 -20 23 -22 -23 -24 -25
leaf_value=0.025846340314012662 0.03654418807747075 0.061188374617028231 0.014858729372011922 -0.025862349761661914 0.017548506130395023 0.058087303011259389 0.017393052884239465 -0.029341673474888526 -0.0021325874650152854 0.00089036121253478783 -0.034879381124988867 0.014662935234399301 -0.010700894047606817 -0.0041767786056298786 0.029979028513452521 -0.013705147895947376 0.028788860251768002 0 -0.027733289357605762 -0.035118282580029969 0.014739013162614591 -0.034797737064222366 -0.034415471236085592 -0.021797403216281604
leaf_weight=6.3229056894779196 5.4092544578015795 4.9879995211958876 29.590237982571125 31.624019056558609 49.893127933144569 17.763120219111443 58.383067235350609 8.5476684495806676 303.85126092284918 259.95814457535744 14.062169093638657 8.734123118221758 6.2867237851023683 4.9772970229387274 5.9297921583056441 23.072357766330249 5.2593544051051131 8.5024128034710866 20.403690196573738 18.799390889704231 4.8025889582931987 14.652797535061834 8.3882575072348118 4.1592576056718817
leaf_count=64 60 44 223 367 448 140 541 82 2739 2317 173 89 74 62 58 268 52 99 250 223 52 185 104 49
internal_value=6.31714e-05 0.00178051 0.00288186 0.00248441 0.00728406 0.0312682 -0.00176444 0.0113151 -0.00439144 0.00359363 -0.0135419 -0.0132491 -0.0158403 -0.00868193 -0.0138796 -0.00452933 -0.0188522 -0.0120271 -0.0196994 -0.0247969 -0.0147215 -0.0273476 -0.0247358 -0.0330269
internal_weight=924.361 819.149 764.599 759.611 357.205 47.3534 402.406 66.9307 335.475 309.851 54.5505 105.212 96.4777 54.0415 48.6322 29.0021 48.2276 34.1655 28.9061 42.4362 19.4776 19.6301 14.675 22.9586
internal_count=8763 7539 6901 6857 3128 363 3729 623 3106 2765 638 1224 1135 633 573 326 574 401 349 502 230 247 178 272
is_linear=0
shrinkage=0.05


Tree=59
num_leaves=21
num_cat=0
split_feature=38 28 5 16 44 31 7 32 39 12 2 16 3 31 30 42 42 17 39 29
split_gain=7.97959 14.1358 8.76326 8.85813 9.48319 12.4035 8.74913 16.5364 13.9709 10.7509 9.47776 8.27771 7.90554 7.77293 7.50573 7.2733 4.14982 4.09708 2.93832 0.876289
threshold=-0.036591404269771692 -0.14855972285802657 0.011140903004324987 0.10278487327606557 0.60355339059327384 0.017365758993728764 38.491822598214981 0.0010753442497275342 0.0045988570641500191 0.064144110372399629 0.26585303498640872 0.0070184647095794042 0.13983441880511913 0.021325839060730514 -0.011538941219446404 0.80554557073248645 0.17659231283033169 -2.2702767088557496 0.012392550657935418 -0.0034662370246876235
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 11 -6 8 18 -1 14 12 -4 -11 15 16 -5 -10 -16 19 -8
right_child=1 2 3 13 5 -7 7 -9 9 10 -12 -13 -14 -15 17 -17 -18 -19 -20 -21
leaf_value=-0.0401272327593769 -0.04714099639636124 0.04158422313371038 -0.03448666398643651 0.041124395721361159 -0.0046766811432017164 -0.038148629202943464 0.050145104941990586 -0.0098842061181101046 0.014461239839610861 -0.023598819208946551 0.017931093238896658 0.00087658685790997976 0.011244162513529629 -0.011963472310429388 0.022347272603164332 0.0084718025221437471 0.045890349568754915 -0.006885596861495185 0.019913717079818788 0.033616693347314236
leaf_weight=17.909481465816498 16.290366649627686 12.172447472810743 16.583464115858078 30.08488056063652 756.78865668177605 28.687879711389542 22.117763966321945 30.676799178123474 18.612006068229675 58.088382989168167 32.876263856887817 1970.5363000631332 22.313796609640121 21.012984305620193 19.744109511375427 40.4950270652771 26.274652391672134 29.834186464548111 23.456022918224335 18.912157982587814
leaf_count=50 45 35 46 87 2055 78 65 87 55 160 93 5331 61 58 54 118 82 82 66 55
internal_value=-3.62096e-06 -0.000835026 -0.000569403 -0.000751741 -0.00125902 -0.00591024 0.00747513 0.0201876 0.00208531 0.00576605 -0.00458511 0.000577227 -0.0138649 0.014534 0.0182233 0.0224993 0.0330307 0.00467703 0.0345636 0.0427484
internal_weight=3213.47 2892.65 2876.36 2864.19 2772.6 785.477 320.816 95.1627 225.653 207.743 113.278 1987.12 80.4022 91.5929 94.465 70.5799 44.8867 49.5783 64.4859 41.0299
internal_count=8763 7853 7808 7773 7510 2133 910 273 637 587 314 5377 221 263 273 205 137 136 186 120
is_linear=0
shrinkage=0.05


Tree=60
num_leaves=31
num_cat=0
split_feature=44 38 20 32 42 33 28 28 32 3 28 25 1 20 44 15 39 21 30 28 21 15 38 30 16 32 28 28 3 3
split_gain=6.8323 10.97 12.7521 10.0972 11.2977 9.67803 13.6945 8.24348 10.2774 7.94576 8.73016 10.984 10.4203 7.37445 8.7039 6.81431 10.0959 6.79733 8.10122 9.30632 6.16794 6.36913 5.53091 5.25173 4.96649 4.48473 6.50942 11.3642 3.6677 3.45296
threshold=0.37940952255126048 -0.0071549865847675967 0.17114575136192658 -0.001223460251469511 0.65315054416366913 0.019955909636194539 -0.018620803399565889 -0.044814163165474104 0.0053048861185849708 0.044679454936999895 0.0027634377190609983 -0.011158237347763562 0.10251860985686144 4.7764982782858256 -0.60355339059327384 -0.019425457348267557 0.005181807086268587 0.0012048405340041855 0.019925243853410258 0.074609987732119548 -0.041676306657786773 1.0486072034972258 -0.015183370965050456 0.0051694830778314825 0.089943606198763237 0.00050170054542490619 0.013598572403658372 -0.014474378948031103 0.053775102302103299 0.079097309170191574
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 9 6 -2 -3 20 15 12 -12 -11 17 -15 16 -1 18 19 -5 -9 -22 -8 -19 -25 26 27 -4 -28 -6
right_child=1 7 25 13 29 -7 22 8 -10 10 11 -13 -14 14 -16 -17 -18 23 -20 -21 21 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.018684541023999916 -0.026552781519762998 0.029344871770234884 -0.013625118697276263 -0.0035440862560705646 0.014598688843369774 0.038686768927549332 0.036638079567538423 0.03229976052896387 -0.027441550483725447 0.019786765218524884 -0.013489427844941808 0.0071401634941345021 -0.0031484322067274681 -0.0098375503459926725 0.028231930151650569 -0.033951369037163073 -0.023641848838226356 -0.038245091826939942 0.024530373872659647 -0.024538963978723575 0.0020103622948709431 0.011930255531641738 0 -0.0025837601383238672 -0.028014848621165669 -0.027217763849058881 -0.038553100156824775 0.011758887945905639 -0.012598024498995181 0.044649844958708468
leaf_weight=27.534765481948853 25.649242326617241 36.853301733732224 98.20487405359745 1081.8998043090105 20.609846979379654 24.643389284610748 22.38019597530365 21.880055397748947 23.328157961368561 139.0128445327282 115.30587881803513 146.01511591672897 76.33004093170166 25.185514062643051 36.40310475230217 25.706050395965576 28.576700687408447 23.069785207509995 24.274156928062439 55.509506165981293 482.05746242403984 244.74317234754562 18.906232446432114 57.319137752056122 29.178383499383926 31.900266200304031 20.105667561292648 79.740234971046448 45.280656158924103 19.148485749959946
leaf_count=76 82 102 292 3070 56 68 62 59 71 387 325 406 223 74 99 73 80 70 66 156 1324 669 52 168 98 96 57 221 129 52
internal_value=-1.32569e-05 0.00299006 -0.0041731 -0.00184438 0.00354729 0.0119558 0.00199683 0.00624478 0.00513192 0.001702 0.00418128 -0.00194504 0.0116363 -0.00426824 0.0125924 -0.0126686 -0.00278639 -0.00508995 -0.00396063 -0.00457517 0.00615708 0.00535885 0.0198754 -0.0170034 -0.0112427 -0.00956031 -0.00721468 -0.00222181 -0.020702 0.0292731
internal_weight=3106.75 1175.67 366.811 1931.08 598.24 91.5791 66.9357 808.862 772.009 558.481 476.664 261.321 215.343 1332.84 61.5886 81.8175 56.1115 1271.25 1161.68 1137.41 748.681 726.801 41.2864 109.567 86.4975 275.232 243.331 177.945 65.3863 39.7583
internal_count=8763 3284 1059 5479 1678 264 196 2225 2123 1570 1341 731 610 3801 173 229 156 3628 3292 3226 2052 1993 114 336 266 795 699 513 186 108
is_linear=0
shrinkage=0.05


Tree=61
num_leaves=31
num_cat=0
split_feature=12 40 7 29 16 15 38 39 12 38 5 16 28 27 18 40 31 4 28 33 31 39 44 10 35 35 10 37 37 31
split_gain=8.19702 8.96537 11.6288 9.1932 5.03421 6.40913 8.15471 16.9477 7.74828 4.90588 4.62066 6.02923 6.4004 10.7763 8.0018 7.0049 6.53643 4.7484 3.67672 4.56127 3.64548 6.84497 3.55441 4.41332 4.22772 7.40119 3.10452 2.71068 2.19139 1.7812
threshold=0.046440993233288839 0.0074119952757742387 68.088354718206844 -0.0030014896845647616 0.0078289340126600025 -0.013045711430641706 -0.017481216918489025 0.0033892040197487628 0.045948923495324888 0.00058629482993233239 0.069609995422076201 0.024129209590675722 0.012292449956393879 0.0053686454762903622 0.44041628133342475 0.0081295567776729378 -0.015373960308651778 0.92596356449489048 0.1057500343987043 0.017470045710975747 0.0017081814413226644 0.0059940723833248099 -0.60355339059327384 17.810195262320445 -0.0097757959538007904 0.016165577082684072 60.0303268312474 0.034675969761532983 -0.019480474177177239 -0.014233314597565402
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 9 20 7 -7 -8 -1 11 26 16 15 -15 -14 -13 -18 22 -20 28 -22 24 -24 -12 -26 -2 -4 -6 -25
right_child=10 2 27 -5 5 6 8 -9 -10 -11 18 12 13 14 -16 -17 17 -19 19 -21 21 -23 23 29 25 -27 -28 -29 -30 -31
leaf_value=0.00068404809380666213 -0.031489871957262501 0.020112081838789986 -0.026833112235813857 0.097167858717696398 -0.0053618831086039986 0.090645035381924616 0.0012923669963230485 0.00053406752169068452 0.05667400987407633 0.056559262292150872 -0.025905484601190649 0.044753766904803406 0.036645829897569225 0.034088880604318021 -0.012976800814107181 0.0045212323705580955 -0.013609398981039295 0.032908533864754889 0.047662367090684041 -0.011146957844195943 -0.015845301972021109 0.052447356979416472 0.024205586892811336 -0.0095769497520651371 0.039006633057569746 -0.022662079982547143 0.010224467036675872 0.016469007686167759 -0.027563160443553298 -0.028144763546102652
leaf_weight=7.7382097318768528 22.865480400621895 7.841209713369607 6.1343221962451926 8.0858370661735552 18.22011553868651 8.0870328173041361 377.56455102562904 14.703229717910288 6.330671213567256 8.2902317121624929 11.095272876322271 5.4114441126584998 37.434759236872196 10.514760933816431 59.319655865430832 31.746767207980156 98.113635282963514 5.6596545949578276 5.2173056602478018 8.3791162446141225 10.362532660365103 5.5140472948551169 4.8390412144362918 17.601641926914454 11.257085286080839 8.3231570832431299 5.2769830003380767 8.4508990980684739 31.426057875156406 62.157358128577471
leaf_count=55 215 76 58 62 202 59 3207 125 56 50 129 55 317 95 642 297 979 52 44 92 113 52 47 221 128 100 54 86 346 749
internal_value=6.82006e-05 0.0042355 0.0304993 0.0599059 0.002578 0.00162823 0.00397643 0.0329843 0.00223319 0.0300653 -0.00525412 -0.0015858 0.000885291 0.00801668 -0.00578015 0.0220041 -0.00814779 -0.010995 -0.0130742 0.0112379 -0.0128542 0.00774008 -0.0159924 -0.0212779 -0.00123161 0.0125565 -0.0234825 -0.00146143 -0.019543 -0.0241269
internal_weight=923.962 518.749 30.5123 15.927 488.237 472.208 406.685 22.7903 383.895 16.0284 405.213 276.343 248.201 139.016 69.8344 69.1815 109.185 103.773 128.87 13.5964 65.5228 15.8766 115.274 84.598 30.6755 19.5802 28.1425 14.5852 49.6462 79.759
internal_count=8763 4547 282 138 4265 4160 3447 184 3263 105 4216 2706 2437 1351 737 614 1086 1031 1510 136 713 165 1374 1017 357 228 269 144 548 970
is_linear=0
shrinkage=0.05


Tree=62
num_leaves=31
num_cat=0
split_feature=43 35 0 32 12 32 27 35 28 31 44 5 39 28 16 4 29 28 20 44 30 21 21 31 7 42 44 38 40 18
split_gain=7.77791 15.2715 12.7748 10.2756 10.2755 9.43161 13.7335 12.4353 10.4354 9.00187 8.92817 13.3619 11.0575 10.9187 8.16788 8.66924 7.33062 6.76676 6.35156 6.33906 14.0643 5.76416 9.89838 7.62703 6.98601 10.6027 8.33296 6.01997 5.64922 3.90291
threshold=1.0000000180025095e-35 -0.0089223216061101156 0.96337029949233477 0.0013795539037760758 0.028694309097817259 0.002009371660211499 -0.0040302632675797674 -0.030909905672536316 0.093356662848670655 -0.0030080755352644736 0.37940952255126048 0.075865761942592244 0.0098462721701445648 0.011008598417140461 0.10278487327606557 0.76455344468271458 0.013979635055137664 -0.028123411753911694 -0.31823512881947646 -0.60355339059327384 -0.0020229464821180025 -0.019973081710825989 -0.037311347899400521 0.0087493551495390638 74.81400799155027 0.61904761904761962 0.37940952255126048 0.0029675897226283392 0.011591995535162681 -0.061607552110246239
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 5 21 -5 6 7 -2 9 -8 12 13 -7 -12 15 -6 -14 -9 -4 20 -1 22 23 -3 25 -23 -26 -24 -16 -21
right_child=2 3 18 4 14 10 8 17 -10 -11 11 -13 16 -15 28 -17 -18 -19 -20 29 -22 24 27 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.027651879857475276 -0.02521147804783901 0.0033883511639577974 0.010070336838429998 -0.046797099125580832 -0.023667467567689334 0.025986748852095922 -0.022196266908188978 0.021197731753398948 -0.031837922385333429 -0.00074400610310742079 0.0045138825858779949 0.025402225902060822 -0.028512800057237487 -0.039308475617845728 -0.0093694444015001294 -0.0067105637720381696 0.013032166809124092 0.0053757493180900603 0.047675427316859073 0.027912840170728245 0.015561709519534042 -0.0024684936626323071 8.87254231327448e-05 -0.040858099994604026 0.022136795281089167 -0.018673371131654137 -0.007564929535677993 0.01552543601472859 0.02537650595177748 0.0098761550328897562
leaf_weight=33.487547010183334 23.684163182973862 18.585642397403717 23.599155932664871 19.171898990869522 109.28488692641258 113.96709033846855 51.556890726089478 122.34612467885017 29.87987419962883 931.65518313646317 29.409643650054932 28.685371249914169 17.515924513339996 27.057951301336288 20.485255271196365 247.19286277890205 26.506518572568893 153.50743332505226 22.189244866371155 38.583129703998566 42.657183647155762 405.83455455303192 128.18278878927231 19.896949738264084 50.218942850828171 134.716567248106 44.093176543712616 125.67220094799995 26.593137055635452 143.46298852562904
leaf_count=91 65 51 64 54 299 314 140 357 82 2517 80 82 48 73 59 672 75 421 62 106 115 1105 347 54 136 366 120 338 77 393
internal_value=-5.24467e-06 -0.00246303 0.00245949 -0.00459643 -0.0110582 0.00168906 9.43276e-06 0.00941704 -0.00276781 -0.00187613 0.0107324 -0.00226528 0.0177665 -0.0164287 -0.00933674 -0.0119282 -0.00341184 0.0124163 0.0284671 0.00866938 -0.00338888 -0.00164415 0.00415585 -0.0194057 -0.004323 -0.00651904 0.00820426 0.00775354 0.0101637 0.0137396
internal_weight=3209.68 1608.12 1601.56 1349.93 422.728 1555.77 1312.63 299.538 1013.09 983.212 243.142 85.153 157.99 56.4676 403.556 356.478 44.0224 275.854 45.7884 258.191 76.1447 927.201 292.338 38.4826 634.863 540.551 94.3121 253.855 47.0784 182.046
internal_count=8763 4383 4380 3678 1161 4254 3582 843 2739 2657 672 235 437 153 1107 971 123 778 126 705 206 2517 790 105 1727 1471 256 685 136 499
is_linear=0
shrinkage=0.05


Tree=63
num_leaves=17
num_cat=0
split_feature=33 31 44 38 20 1 33 28 32 28 28 33 20 20 28 32
split_gain=6.5501 6.06002 6.2934 10.0408 11.8843 9.8123 9.04454 8.31609 8.16087 7.97677 10.3327 7.48839 6.37857 6.21883 5.34633 4.29961
threshold=0.0042703287206451923 0.021325839060730514 0.37940952255126048 -0.0071549865847675967 0.17114575136192658 0.15430921885259352 0.019955909636194539 -0.047970953984325417 -0.0013539319076477537 0.080083082032009548 0.0035483591262803287 0.0050253463905245632 4.7764982782858256 0.46656328648531925 -0.0023967633092303602 0.00050170054542490619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 8 4 6 7 -4 -5 9 10 -2 -10 -13 -3 -1 -6
right_child=1 13 3 5 15 -7 -8 -9 11 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.042679757824766323 0.009309735620408403 0.034551120479503823 0.001948081428014463 0.033394335029862249 -0.0068972811868307079 -0.026284170306226259 0.037429698124699574 0.0059760226776621097 0.020569847799414512 0.033397383363409604 -0.0047435199500820016 -0.0053030801623746467 0.011531781768159374 -0.00085797163511463722 -0.0018228317551858123 -0.026557374329022568
leaf_weight=16.114162713289261 254.12051439285278 25.717971205711365 66.747740760445595 28.750231504440308 242.54018647968769 22.618933141231537 24.651129752397537 731.15970747172832 30.229082971811295 21.086789071559906 268.8735374212265 1239.9082686752081 58.672425478696823 23.333083033561707 16.365563958883286 31.641081020236015
leaf_count=57 717 70 196 80 699 69 68 2000 84 57 754 3537 165 66 48 96
internal_value=-1.27216e-05 0.000222321 -5.9374e-05 0.00285353 -0.00397852 0.0060518 0.0116029 0.0070242 -0.00184775 0.00330483 0.00207581 -0.00396133 -0.00453777 0.0176382 -0.0223154 -0.00919318
internal_weight=3102.53 3070.05 3021 1148.11 365.58 782.529 91.3989 759.91 1872.89 544.081 522.994 1328.81 1298.58 49.0511 32.4797 274.181
internal_count=8763 8658 8522 3208 1059 2149 264 2080 5314 1528 1471 3786 3702 136 105 795
is_linear=0
shrinkage=0.05


Tree=64
num_leaves=29
num_cat=0
split_feature=39 28 31 12 40 40 3 32 28 33 3 42 28 31 20 28 43 44 10 15 40 40 36 24 10 35 32 32
split_gain=7.64518 4.89119 5.71996 9.52167 7.24454 6.89927 10.6211 11.1114 7.10757 14.4199 9.54369 6.13494 5.63696 4.1161 3.57823 2.82639 2.39022 4.57017 3.56658 4.03916 2.02767 4.08913 2.22947 1.44911 5.32194 0.841076 0.135699 0.405219
threshold=0.011662877357767392 -0.03395997275614681 0.0080755124465676353 0.039022656077377892 0.0053939679553669162 0.0063577282564199642 0.058244261906817037 0.0013252963283355743 0.012649732281072796 0.0095466681762578377 0.051370951514548062 0.39445164530710725 0.013598572403658372 -0.018747448954580831 -0.60543878221529479 0.1057500343987043 1.0000000180025095e-35 -0.9159756150367534 46.106866829959721 0.67115874971141876 0.0075868300208553749 0.0084964503771234861 -0.0020777899531339013 -0.0012768852187975111 37.452394017168068 -0.018875968126756733 0.0035101316326254612 0.0048855775295431839
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 5 4 -4 8 7 -7 9 -3 -10 -5 -8 -1 -13 16 17 -2 25 -20 -15 -22 -23 24 -18 -19 -25 -28
right_child=15 2 3 11 -6 6 12 -9 10 -11 -12 14 -14 20 -16 -17 23 18 19 -21 21 22 -24 26 -26 -27 27 -29
leaf_value=0.023592662130607629 0.033921790023333571 0.012001615904998117 -0.012028153454815706 0.027773076047157209 0.055772427324102883 0.039304015195046414 -0.004905528361651413 -0.0058303816293666664 -0.013959079623213617 -0.017326737613428313 0.016586912424812882 0.0017166280509331791 0.013518781248644546 -0.034752855437559953 -0.0213101018347788 0.01382316489132213 -0.034381585419261361 -0.014351511933177694 0.034732859636726281 -0.011909513420297994 0.028194349771106759 -0.0058550515946643586 -0.034724895694873685 -0.035042310388976997 0.027450116517566143 -0.034794247359010787 -0.010182829056263549 -0.033735161278600573
leaf_weight=6.548262543976306 5.6068936288356772 199.92724001035094 6.3959334045648601 8.4387501478195173 9.6310394182801229 52.42015203088522 81.376097217202187 18.139614537358284 124.81216626614332 52.817347951233387 31.932627558708191 21.134027596563101 84.025340482592583 13.417679596692322 76.260352611541748 8.8648945316672307 9.1770118214189988 9.7471623979508859 6.242395598441365 17.176700204610825 5.3046502694487563 15.386064786463974 12.534229155629875 17.289510563015941 5.402772828936576 14.241748221218588 4.1612191125750524 5.1455364935100079
leaf_count=64 60 1695 56 74 82 423 757 157 1087 481 279 222 758 173 830 89 120 118 66 208 52 190 159 208 59 181 48 67
internal_value=6.71378e-05 0.00168526 0.00270763 -0.00720776 0.0284982 0.00458822 0.0113975 0.0276382 0.000650477 0.00584851 -0.00769765 -0.0126839 0.00442648 -0.0129467 -0.0162655 -0.0127566 -0.0153232 -0.00813729 -0.0132778 0.000405307 -0.018223 -0.0113132 -0.0190717 -0.0244119 -0.0110973 -0.0267896 -0.0314545 -0.0239562
internal_weight=923.557 820.502 767.311 121.86 16.027 645.451 235.961 70.5598 409.489 252.745 156.745 105.833 165.401 53.1909 97.3944 103.056 94.191 53.0149 47.408 23.4191 46.6426 33.2249 27.9203 41.1761 14.5798 23.9889 26.5963 9.30676
internal_count=8763 7539 6901 1264 138 5637 2095 580 3542 2176 1366 1126 1515 638 1052 1224 1135 633 573 274 574 401 349 502 179 299 323 115
is_linear=0
shrinkage=0.05


Tree=65
num_leaves=18
num_cat=0
split_feature=28 11 43 32 29 31 31 3 16 11 37 43 35 1 1 39 15
split_gain=7.52419 9.17493 8.12376 15.2176 13.1907 13.365 16.6314 12.3148 9.97718 8.9149 6.27371 8.85824 6.82477 4.59347 7.11592 4.44278 3.64403
threshold=0.11463978327039731 1.3777230666877172 1.0000000180025095e-35 0.00079973558403439245 0.014683197058918631 0.0012611196342824913 0.0044855745590479824 0.032729590642715127 0.11462535674331485 0.9049846845144921 0.016010333460112051 -0.78656609248549303 0.014417127207059678 0.15681213855394374 0.088213908494155793 0.0087790084551197262 1.2123496008522265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 9 -7 -5 -9 -4 12 -12 -1 14 -6 -3 -2
right_child=16 15 4 7 13 6 -8 8 -10 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=0.00089493694313280431 -0.0059423918441079311 0.0071044955632929068 0.0049549716991179492 -0.041071749305762489 0.028101862505360876 -0.01302968691375947 0.0025452177760249004 -0.0093038845296578142 0.021918750440431515 0.037396860152550108 0.039942493029095839 0.0013060077347221905 -0.018357205424871917 0.0429703740209052 -0.0013958785757102223 0.034596947376216873 -0.037779574979951651
leaf_weight=900.43434059619904 17.980405271053314 33.410728424787521 721.22498777508736 29.133786201477051 45.223695546388626 284.74560272693634 429.36601290106773 482.86664327979088 26.836895108222961 21.779649049043655 24.111357390880585 39.055080205202103 48.410352826118469 17.993621349334717 36.667435586452484 27.063953250646591 18.870724707841873
leaf_count=2447 50 95 1997 82 124 768 1157 1315 78 59 65 106 133 52 101 82 52
internal_value=-5.47292e-06 0.000254576 -0.000119456 -0.00268231 0.00243007 0.00122083 -0.00365909 -0.00946998 -0.00764617 0.00591757 0.000927374 0.0161729 -8.38753e-05 0.0200015 0.0148474 0.0195274 -0.022439
internal_weight=3205.18 3168.32 3107.85 1550.85 1557 1457.12 714.112 538.837 509.704 743.005 1012.01 63.1664 948.845 99.8848 81.8911 60.4747 36.8511
internal_count=8763 8661 8484 4226 4258 3981 1925 1475 1393 2056 2751 171 2580 277 225 177 102
is_linear=0
shrinkage=0.05


Tree=66
num_leaves=17
num_cat=0
split_feature=33 40 33 33 5 20 31 27 20 28 37 28 26 42 38 33
split_gain=6.1326 8.91522 6.97246 6.57413 11.0863 6.17582 8.76171 10.2309 5.84661 8.0351 7.33843 5.17312 4.94954 4.31024 3.33523 2.92444
threshold=0.0042703287206451923 0.0030713528812234682 0.0054637429555784737 0.0060139694115028649 0.016913789512658029 0.32517423856053357 0.019202392345832587 0.013542136649410971 4.7764982782858256 0.023185633735225922 0.013157007518027732 -0.0023967633092303602 0.00048674525380631599 0.65036762723137909 0.0024643540645618027 0.02022604782774555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 14 4 12 6 7 -4 10 -10 -7 -1 -2 -6 -3 -8
right_child=1 2 5 -5 13 8 15 -9 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.042052576758384752 0.010105708558420858 -0.037426006433710753 0.0029912655024000785 0.036061895623989031 -0.03015931204096849 -0.0017425580254200126 0.034783162880103934 -0.013802380697868891 0.020259861660588643 -0.0046517439767358414 -0.012675152569979642 -0.0016361830666055434 0.041727573471355695 0.0035331119480264944 -0.0066466054789515328 0.0087958599652319669
leaf_weight=15.777641043066977 34.402219086885452 17.931738168001175 1179.4946814477444 25.724329918622971 18.984053432941437 1287.0533805787563 26.448276519775391 98.074719280004501 65.850728690624237 63.009712904691696 174.51813413202763 16.34473067522049 19.846685707569122 18.382862687110901 18.209785670042038 19.461983382701874
leaf_count=57 95 51 3298 71 54 3640 72 274 186 176 533 48 55 50 50 53
internal_value=-1.09306e-05 0.000215395 -0.000320759 0.0137262 0.00736772 -4.79528e-05 0.00247354 0.00169718 -0.00214939 0.00804574 -0.00305216 -0.0217117 0.0218219 -0.0134855 -0.022117 0.0239185
internal_weight=3099.52 3067.39 2950.05 117.34 91.6158 2913.91 1323.48 1277.57 1590.43 128.86 1461.57 32.1224 54.2489 37.3669 36.1415 45.9103
internal_count=8763 8658 8333 325 254 8232 3697 3572 4535 362 4173 105 150 104 101 125
is_linear=0
shrinkage=0.05


Tree=67
num_leaves=30
num_cat=0
split_feature=39 43 39 28 26 23 26 2 31 39 5 14 23 41 30 40 44 35 35 35 32 14 40 40 11 14 29 7 29
split_gain=7.12019 4.705 11.8537 6.80089 8.25298 6.7692 6.43321 5.87913 5.00742 4.37478 6.57248 3.9774 3.67715 2.75985 5.63736 2.18161 4.34875 7.0629 5.2563 1.77184 1.5767 1.45595 0.95247 1.25023 2.22802 0.201605 0.0937798 0.0909494 0.0152564
threshold=0.011662877357767392 -0.37940952255126059 0.0021116493031881358 -0.027097889123000842 -0.012668567539031044 0.029275827624531615 -0.016324024488349319 0.28175534806293095 -0.017698614198568208 0.0014644093830212112 0.014101223325073237 2.0162762590723142 0.017044871826646452 0.0030007486028005071 0.011894004230006746 0.012992631994105348 -0.12940952255126037 0.013160166214204018 -0.019633295292737215 0.00034695786785188259 0.0048855775295431839 0.65504242685248404 0.011516926584536539 0.0091160470067026111 0.80552374395888948 0.69265944950441838 -0.016665334526856531 27.261205302635442 -0.0023478952816774474
decision_type=2 2 2 2 2 2 2 2 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 21 6 12 -5 -6 -3 25 -11 -12 -1 14 19 22 17 18 -17 -2 27 -4 23 28 -25 -10 -23 -18 -15
right_child=13 8 3 4 7 -7 -8 -9 9 10 11 -13 -14 15 -16 16 20 -19 -20 -21 -22 26 -24 24 -26 -27 -28 -29 -30
leaf_value=0.037146516884665033 0.0059996167889186155 0.046459777279816594 -0.0046018185187028634 0.0051907033757165703 -0.035142896183556392 0.073726896100696465 0.077124555015334745 0.0051595353145644568 -0.036021737021598547 0.036227793836175616 -0.00059749115600167188 -0.017044263955314463 -0.0077899008162190496 -0.022577344730395847 0.048424228916621979 -0.0040300141030838602 -0.019437199067486338 -0.033806653636923506 0.063344446503174501 -0.028110556342305578 0.0042043236179871981 -0.019759344509079103 -0.034811966941028401 -0.023007741962844507 0.011192833240810957 -0.020250762642347733 -0.03492586300251594 -0.034520909133721474 -0.035002541702615596
leaf_weight=11.827969625592237 7.0256326608359831 5.3065113648772231 8.0831919796764868 5.8954019024968147 9.2764782533049566 8.8286096528172475 6.9110738635063154 242.20174028351903 7.5914512500166875 11.409030199050902 435.75908037647605 40.135754678398371 7.0559356436133376 4.3732473962008953 5.2098837718367568 4.9381357952952394 3.6229184381663826 5.6530911214649668 6.4381053559482107 7.6768970564007759 3.6535854414105406 3.6331257075071326 14.297864992171524 12.653498809784653 7.2996113523840895 6.4376965574920177 11.403226252645252 10.931929163634775 7.8466192185878736
leaf_count=78 77 51 79 56 93 58 59 2108 58 83 4105 425 55 52 57 59 50 75 72 90 50 46 181 158 80 53 132 145 78
internal_value=5.9162e-05 0.00160904 0.00640807 0.00337147 0.00566407 0.0375952 0.0446943 0.00363961 -0.00136664 -0.00189201 -0.00108588 -0.00199836 0.0201401 -0.012414 0.00406074 -0.0164901 -0.00687813 0.0110545 0.033883 -0.0115427 -0.0238914 -0.022532 -0.0236408 -0.0184288 -0.0102531 -0.0293332 -0.0317464 -0.0312658 -0.031181
internal_weight=923.377 821.756 315.117 287.404 264.285 27.7125 12.8065 251.478 506.64 501.333 487.304 475.895 18.8839 101.621 19.9124 81.7086 35.2378 17.0293 11.3762 14.7025 18.2084 23.1195 46.4708 32.173 19.9531 14.0291 15.0364 14.5548 12.2199
internal_count=8763 7539 2764 2573 2316 191 115 2201 4775 4724 4613 4530 133 1224 224 1000 451 206 131 167 245 257 549 368 238 111 178 195 130
is_linear=0
shrinkage=0.05


Tree=68
num_leaves=18
num_cat=0
split_feature=28 11 43 32 29 3 0 42 27 37 43 29 39 43 38 32 43
split_gain=6.85212 8.53542 7.47974 14.2569 12.2582 11.6707 9.89368 9.49617 8.59314 5.91598 8.22761 5.84106 4.21269 3.56425 3.51259 3.00812 2.87687
threshold=0.11463978327039731 1.3777230666877172 1.0000000180025095e-35 0.00079973558403439245 0.014683197058918631 0.032729590642715127 0.96337029949233477 0.59040795660036283 -0.0031829148898589372 0.016010333460112051 -0.78656609248549303 0.0069465170105162963 0.0087790084551197262 0.60355339059327384 0.04592687038354238 0.0039543564627247639 0.12940952255126045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 6 -5 8 -7 -4 11 -11 -1 -3 15 -15 -6 -2
right_child=16 12 4 5 13 7 -8 -9 -10 10 -12 -13 -14 14 -16 -17 -18
leaf_value=0.00056352559655458519 -0.0069478157497459758 0.0068192913035358795 0.0070566481379522351 -0.040054155684537185 -0.00058957668151297352 0.0096327280916118797 0.029626625818556292 -0.010120408901666248 -0.0017521104188827252 0.038671727747865259 0.0013982688702273626 -0.024345764008007528 0.033707590171068995 0.04219457166628568 0.015623753247264791 0.024918670551091537 -0.035392166906097436
leaf_weight=924.45389792323112 18.177927494049072 33.325829356908798 375.68940860033035 28.887559294700623 29.197948098182678 70.29688423871994 29.814446777105331 438.90984886884689 1050.5440036356449 24.05769881606102 39.025482416152954 24.04831463098526 26.708473652601242 24.640616476535797 27.090017765760422 18.636093646287918 18.464319705963135
leaf_count=2515 50 95 1057 82 80 196 81 1197 2843 65 106 65 82 68 76 53 52
internal_value=-4.91996e-06 0.000242706 -0.000116997 -0.00257707 0.00233049 -0.00915267 0.00116556 -0.00738228 0.000565064 0.000916321 0.0157309 -6.52533e-05 0.0189009 0.0192981 0.0284336 0.00927535 -0.0214745
internal_weight=3201.97 3165.33 3105.29 1549.68 1555.61 538.094 1456.05 509.207 1426.23 1011.59 63.0832 948.502 60.0343 99.5647 51.7306 47.834 36.6422
internal_count=8763 8661 8484 4226 4258 1475 3981 1393 3900 2751 171 2580 177 277 144 133 102
is_linear=0
shrinkage=0.05


Tree=69
num_leaves=22
num_cat=0
split_feature=28 31 42 21 1 16 28 31 16 41 27 21 14 40 10 27 8 1 21 25 16
split_gain=5.66257 12.2619 11.8555 9.75118 11.4699 9.24331 10.1849 9.50649 8.4075 7.15747 6.62783 6.32618 6.0681 6.04457 5.72585 7.46955 4.27736 3.99678 3.50619 3.46424 2.45064
threshold=-0.054691144646274253 -0.0088281796337112989 0.63252012173722993 -0.041676306657786773 0.094449147046509641 0.11105595836752812 0.089524485080739832 0.0049437858204594348 0.088432700052541433 0.0020274202627998139 0.026830394613747876 -0.030178346615275093 0.97212666029278305 0.0098486937599504155 22.894091455745791 -0.0042703436283520677 62.91940970716329 0.11350969582655808 0.012812630470935673 -0.008116049942200004 0.040045930827586333
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 8 9 4 19 6 7 -5 11 -1 18 -2 20 -8 -11 17 -4 -16 -7 -3 -13
right_child=1 3 16 5 -6 10 13 -9 -10 14 -12 12 -14 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.027317415325202418 -0.042402328876598325 0.021105865022890264 0.044876581625363288 0.0015262847255963045 -0.0088055530636185677 -0.015359487991324637 0.033767075411496837 -0.0052660028802763367 0.01194003831670867 0.016945240876764502 0.0038322559701726381 -0.034333616853114195 0.0036285135438600576 0.007220402421360652 -0.020951915647583089 0.019080405364792025 0.012339713974347565 -0.0015880799284463715 -0.042761945725280491 0.052582848005534102 -0.013733898707862173
leaf_weight=24.402599215507507 25.82740980386734 18.229690492153168 24.621990442276001 1769.0960982441902 21.06014409661293 25.57797184586525 32.05764701962471 726.46170258522034 23.811061754822731 32.933306783437729 23.102540776133537 28.121877878904343 31.014824137091637 66.667551547288895 57.315483868122101 23.521494954824448 18.113404929637909 50.876745253801346 22.995984315872192 18.592497885227203 32.453975781798363
leaf_count=69 81 50 69 4956 59 75 89 2035 71 93 69 95 99 183 167 64 50 153 80 50 106
internal_value=-9.50797e-06 -0.000619344 0.00750406 0.000123905 0.0204104 -0.000315421 0.000172364 -0.000449092 -0.0149795 0.00209302 -0.0180158 -0.0204865 -0.0142125 0.0159166 -0.0016295 -0.00632113 0.0312636 -0.0119022 -0.0284963 0.0372342 -0.0234204
internal_weight=3096.86 2865.07 231.785 2723.84 57.8823 2665.96 2594.28 2495.56 141.229 189.05 71.6765 117.418 91.5907 98.7252 164.647 131.714 42.7354 108.192 48.574 36.8222 60.5759
internal_count=8763 8098 665 7646 159 7487 7263 6991 452 546 224 381 300 272 477 384 119 320 155 100 201
is_linear=0
shrinkage=0.05


Tree=70
num_leaves=31
num_cat=0
split_feature=5 21 16 31 33 15 2 24 10 4 16 10 10 38 3 28 44 35 35 44 16 34 26 26 27 41 34 38 20 12
split_gain=6.8266 6.13334 8.93246 6.21751 9.80965 7.14506 9.08319 10.4956 6.50547 6.02248 8.29908 4.71087 4.09627 3.75203 3.63655 3.61156 2.95915 2.76206 3.78506 5.43108 6.98295 3.87259 2.71395 2.32461 2.19233 2.1618 2.74716 1.99739 1.46311 1.76228
threshold=0.059884538132563982 0.00089772857442038895 0.06429144565744814 0.0082503262251381968 0.018349407917889155 -0.013045711430641706 0.34914416623035133 0.0011822989693859329 43.98208670458974 0.89664778034258863 0.048708537593392408 36.939343652379328 42.433321479374015 0.029497045026967487 0.049612503089294734 0.012987393236599394 0.78656609248549303 0.016468361498650722 -0.0097757959538007904 -0.60355339059327384 0.080584050413083877 0.0073566639672930654 0.029123273625611987 -0.01343194887790544 -0.021033672111188697 0.0072717729934572107 0.0094674351905438287 -0.014797661988910691 0.65507062801822591 0.064551853658681754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 5 13 11 7 -7 -8 10 15 23 -13 14 -5 -3 17 18 24 20 -20 -21 28 -1 -2 -19 -27 -26 29 -18
right_child=16 2 -4 4 -6 6 8 -9 -10 -11 -12 12 -14 -15 -16 -17 22 25 19 21 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.0044512310657763244 0.0089036055774034048 0.037720893459698784 -0.028527195161988223 0.027294231205798589 0.056494201651929456 0.05170500580955039 -0.0090778685217157481 -0.016496189057393782 0.0060406589526246952 -0.0080076472331488662 0.07791845367100253 0.018585322800013921 -0.01505952613553305 -0.027635843232484716 -0.013098719468663948 -0.010322217341986148 -0.00022181758952434191 -0.034894469850847203 0.0030345070656559447 0.0018067315559513063 0.05791215305161268 -0.034512782596964948 0.015717255646349907 -0.029064542566624975 -0.031920806914669864 0.024571084965697539 -0.018258690471069879 -0.0054915582358200593 -0.035017916035773256 -0.027346065117456908
leaf_weight=14.568835709244011 7.7655888162553302 10.47741106525064 7.2990241497755042 6.9250509142875663 4.7288726717233649 20.143852740526203 85.624965738505125 7.6294929981231681 413.5409083366394 7.2154867500066748 10.314124867320059 19.034907888621092 16.977630395442247 38.314796332269907 26.233449161052704 5.933477357029914 11.347768675535919 11.765863139182331 15.302347604185345 47.663280222564936 9.454286050051449 8.5341658890247327 4.7383550107479087 31.520716339349747 16.751545023173097 4.8382648006081608 14.756696335971354 13.40839461237192 16.780802186578512 13.541954789310692
leaf_count=170 97 77 64 59 46 158 722 61 3504 63 81 188 172 440 253 51 122 137 168 531 96 106 58 363 215 55 174 150 203 179
internal_value=5.62221e-05 0.00229881 0.0210092 0.00116258 -0.0122803 0.00285447 0.00499899 0.0327984 0.00343597 0.0318616 0.042802 -0.0108378 0.00258767 -0.016973 -0.00445574 0.0200904 -0.00820012 -0.0047405 -0.00120786 0.00485298 0.0243415 -0.00367146 -0.0192582 -0.021419 -0.0142553 -0.0179264 -0.0073585 -0.0203932 -0.0233831 -0.01523
internal_weight=923.132 726.483 41.2395 685.243 76.2022 609.041 526.939 27.7733 499.166 33.9405 26.725 82.1021 36.0125 71.4733 33.1585 16.4109 196.649 150.24 118.88 80.9541 24.7566 56.1974 46.4089 46.0896 37.9255 31.3608 19.595 30.1599 41.6705 24.8897
internal_count=8763 6472 336 6136 798 5338 4445 219 4226 272 209 893 360 752 312 128 2291 1729 1363 901 264 637 562 533 462 366 229 365 504 301
is_linear=0
shrinkage=0.05


Tree=71
num_leaves=31
num_cat=0
split_feature=39 33 28 36 21 38 28 3 21 18 31 21 27 32 10 23 28 9 10 37 3 21 20 31 32 41 43 12 27 23
split_gain=6.51559 9.17887 8.17481 8.60154 10.8149 7.36651 12.9302 10.9019 12.3934 8.63807 8.56443 11.2255 8.52848 8.19194 6.73313 12.3887 10.6355 7.66536 8.2128 8.32601 7.45247 13.6523 6.62868 6.34101 6.32602 5.69303 5.48917 5.35894 4.73619 4.44056
threshold=0.0042581516941850566 0.009003810259316224 0.043661678900185068 0.021279825591679628 -0.01364136774089169 -0.036591404269771692 -0.14855972285802657 0.08012925940895832 -0.022228218166613387 0.15903922862797412 -0.005848719985338746 -0.041676306657786773 -0.014603242327420244 0.0010753442497275342 53.35407844253988 0.048365632925647974 0.043661678900185068 -16.141343037772966 68.332716513005678 0.011684547875810082 0.026017095402800835 -0.0084521266734920875 2.6499716355213034 0.0032272252871322796 0.0048855775295431839 0.0044336211855309582 -1.0000000180025095e-35 0.03675630167157113 -0.016760259200638384 0.030838370604157499
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 4 23 7 -7 9 13 28 24 -12 -10 -9 20 17 26 18 19 -16 21 -1 -22 -2 -8 29 -17 -6 -3 -19
right_child=1 5 -4 -5 27 6 10 8 12 -11 11 -13 -14 -15 15 16 -18 25 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0065033338492228908 0.013805112495717748 0.028589771225111651 -0.022680221859395795 0.040434530543423136 0.0043036188327084954 -0.045990031871714104 0.014158254024903042 0.023350918858452821 -0.020892096570703345 0.035740781976408835 -0.022822114197041481 -0.0010656728595649816 0.0169687645129174 -0.01112841954851237 -0.01588050978798149 0.0033366650669391321 -0.012446127166992177 0.026561743320794636 -0.03408564951542558 0.010295067886112079 -0.00029798189220816131 0.042502333855097205 -0.03055633413198169 0.041266378827882783 -0.011027916705370157 -0.016660597591032469 0.032878814186147673 -0.022240734440534336 -0.0010605389887967391 -0.004979994282956663
leaf_weight=28.514390259981155 82.869992911815643 18.84706911444664 18.926139205694199 23.005037665367126 161.88789999485016 15.849745333194731 142.85851189494133 60.224214941263199 72.271709591150284 47.888765811920166 61.930626749992371 1363.5337537527084 18.495973140001297 23.820524990558624 199.60993391275406 28.666573643684387 41.69912725687027 26.033614844083786 51.174787074327469 35.517444044351578 423.48696210980415 27.897266030311584 18.827199786901474 28.658857345581055 29.893935322761536 24.645325779914856 35.932321399450302 21.421547472476959 45.534195333719254 19.025241285562515
leaf_count=80 223 56 51 63 438 44 400 171 201 149 171 3707 51 68 546 78 114 72 142 96 1148 80 51 77 83 67 99 58 127 52
internal_value=-5.45794e-06 0.00147171 0.00907885 0.0109922 0.00866508 0.000121141 -0.00118892 0.00750197 -0.000280242 0.0196534 -0.000738643 -0.00201594 -0.0131119 0.0135175 -0.00345028 -0.0077972 0.00714719 -0.0122742 -0.0158956 -0.0119026 0.000569925 0.0176753 -0.00160385 0.0209371 0.00976713 0.00253049 0.0198718 0.00116395 0.00757267 0.0131516
internal_weight=3198.95 2237.92 336.769 317.843 294.838 1901.15 1614.07 287.082 174.812 112.27 1598.22 1425.46 90.7677 84.0447 961.03 462.304 106.298 356.006 286.302 235.127 498.726 56.4117 442.314 111.529 172.752 69.7042 64.5989 183.309 64.3813 45.0589
internal_count=8763 6138 910 859 796 5228 4405 823 491 332 4361 3878 252 239 2625 1266 291 975 784 642 1359 160 1199 300 483 191 177 496 183 124
is_linear=0
shrinkage=0.05


Tree=72
num_leaves=17
num_cat=0
split_feature=33 40 33 31 11 21 28 20 44 31 21 27 40 43 28 38
split_gain=5.77732 8.23957 6.62865 6.44566 12.7655 12.1836 7.51831 5.48222 8.43819 6.28899 5.578 18.3464 10.126 5.49689 4.97062 3.06903
threshold=0.0042703287206451923 0.0030713528812234682 0.0054637429555784737 0.00035576964593093209 0.61149833706608925 -0.0077991028312612573 -0.0039663404234671325 0.32517423856053357 -0.12940952255126037 0.019202392345832587 -0.038251280917257942 -0.0063639488265093396 0.011591995535162681 0.37940952255126054 -0.0023967633092303602 0.0024643540645618027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 3 15 5 -5 6 -2 8 9 -4 11 -9 -12 -10 -1 -3
right_child=1 2 7 4 -6 -7 -8 10 13 -11 12 -13 -14 -15 -16 -17
leaf_value=-0.041496108638134563 0.015800234087353857 -0.036417739578217 -0.0032647827756685471 -0.027362798835876403 0.027684120472218989 -0.013866620224452206 0.052554691604871917 -0.019119113709608324 0.0090042727390029029 0.025945382513699725 -0.0014046225745808424 0.025338972051359078 -0.015063600501973607 0.00011065988354632929 -0.0016101736200475648 -0.0067874095189758539
leaf_weight=15.40277834236622 30.002104133367538 17.750082761049271 547.09689150750637 23.097624748945236 19.164583563804626 17.747839391231537 26.930047810077667 36.009050160646439 482.35297332704067 18.941144227981567 1335.0485914051533 64.501214504241943 151.12839503586292 273.31565375626087 16.30968564748764 18.203260660171509
leaf_count=57 82 51 1558 65 53 50 75 111 1326 52 3793 177 454 761 48 50
internal_value=-1.02436e-05 0.000208416 -0.000307092 0.0132197 -0.0022763 0.0220472 0.0333352 -4.12322e-05 0.0023354 -0.00227409 -0.00202413 0.00935844 -0.00279788 0.00579462 -0.0212095 -0.021615
internal_weight=3093 3061.29 2944.35 116.942 42.2622 74.68 56.9322 2908.39 1321.71 566.038 1586.69 100.51 1486.18 755.669 31.7125 35.9533
internal_count=8763 8658 8333 325 118 207 157 8232 3697 1610 4535 288 4247 2087 105 101
is_linear=0
shrinkage=0.05


Tree=73
num_leaves=24
num_cat=0
split_feature=39 16 21 17 21 31 43 11 38 19 41 10 39 39 29 14 25 4 19 43 16 31 29
split_gain=6.50724 4.33747 4.71366 4.48979 4.00397 6.14329 4.20484 4.1115 2.73807 7.44072 6.34255 3.88838 2.62137 1.57239 2.61596 4.06245 1.56481 1.45722 2.83907 1.30621 1.282 1.15278 0.709641
threshold=0.011662877357767392 0.0078289340126600025 -0.011076886667073613 -2.1532872387602624 -0.034285373851221171 -0.016263802023322293 -0.37940952255126059 0.37615413208849063 0.027751169402414847 0.91350599818813139 0.0074198554175558809 58.502880408221323 0.0093828648821999167 0.015315704334242628 -0.008593658782800882 0.59232122444702651 0.020998917468899574 0.32361500032503759 0.10712061910691921 0.78656609248549325 0.033111311185896795 0.0028488755549196947 -0.021907722859810404
decision_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 -1 12 7 -6 -7 -5 13 10 -10 -12 21 20 17 -16 -11 18 -15 -9 -2 -3 -22
right_child=8 3 -4 4 5 6 -8 19 9 16 11 -13 -14 14 15 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=0.051959781484227523 -0.00049674460269391921 -0.034886621085007175 -0.00030686670856370796 0.016411420958806724 0.046797746321725786 0.0066919433845315417 -0.0010312564963803476 -0.032446582817282625 0.050251060533598894 -0.034741834278408289 0.026738269474713718 -0.033931043311726104 0.011275284550974554 -0.026974095073298305 -0.018025528222951944 0.041942494481983637 -0.0030642642709815399 -0.034349420971751282 0.025047793226005022 -0.00570335444366157 -0.010842124117118594 -0.0062220992211822401 -0.035164625232126864
leaf_weight=8.6969412714242953 4.3145096190273788 15.008090138435369 8.0928338989615423 7.4871183596551409 7.6309368610382071 287.30906407535076 453.364088088274 18.013338979333643 9.1382142044603842 12.020749740302564 4.6667479723691923 5.7402773164212704 5.1755312010645858 6.95026668533683 6.0869581177830678 5.0197748877108097 6.3147831521928302 10.347164798527954 4.0106068663299084 6.8200396597385398 4.3739891089499023 5.2231747433543196 20.845855109393597
leaf_count=51 40 188 54 76 67 2473 4232 208 95 153 53 74 61 92 73 55 79 145 50 75 63 54 252
internal_value=6.10469e-05 0.00152952 0.0266181 0.000997482 0.00167768 0.00242847 0.00195834 -0.0155046 -0.0119818 -0.00124367 0.0200312 -0.00625411 -0.0196304 -0.0184549 -0.0105446 0.00876374 -0.024179 -0.0208364 -0.00743277 -0.0253549 -0.026903 -0.0277991 -0.0312032
internal_weight=922.651 822.821 16.7898 806.031 780.625 748.304 740.673 32.3205 99.8299 37.8808 19.5452 10.407 25.4068 61.9491 32.4148 11.1067 18.3355 21.308 10.9609 24.8334 29.5344 20.2313 25.2198
internal_count=8763 7539 105 7434 7131 6772 6705 359 1224 454 222 127 303 770 415 128 232 287 142 283 355 242 315
is_linear=0
shrinkage=0.05


Tree=74
num_leaves=19
num_cat=0
split_feature=28 11 43 32 29 31 31 3 42 11 37 43 29 1 1 40 15 4
split_gain=6.26755 7.60808 6.83081 13.1292 11.4301 12.1462 15.1128 10.8124 8.71519 8.22693 5.60272 7.67914 5.39715 4.34049 7.06032 3.7276 3.58626 0.624384
threshold=0.11463978327039731 1.3777230666877172 1.0000000180025095e-35 0.00079973558403439245 0.014683197058918631 0.0012611196342824913 0.0044855745590479824 0.032729590642715127 0.59040795660036283 0.9049846845144921 0.016010333460112051 -0.78656609248549303 0.0069465170105162963 0.1519807178232844 0.088213908494155793 0.0071171747687861706 1.2123496008522265 0.89977323346851878
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 10 5 9 -7 -5 -9 -4 12 -12 -1 14 -6 -3 -2 -17
right_child=16 15 4 7 13 6 -8 8 -10 -11 11 -13 -14 -15 -16 17 -18 -19
leaf_value=0.00054130805419662592 -0.0041613543087989022 0.0039608936292418167 0.0046719311881679619 -0.038727752731000299 0.026337087698801467 -0.012484973374490432 0.0023728780033460445 0.0092490002066396484 -0.0097065284323709436 0.035926176578013967 0.037531163636161921 0.0014678494149058063 -0.023441459263013335 0.039617341435568033 -0.0036439393600259718 0.037176134583415489 -0.035901586547020421 0.021743288967322107
leaf_weight=923.01331156492233 17.757903128862381 26.946282267570496 718.42703545093536 28.514222502708435 44.87409046292305 284.25497218966484 428.82002899050713 70.028630077838898 438.15176782011986 21.655005484819412 23.981999754905701 38.955264985561371 23.969285666942596 19.894130200147629 34.353369355201721 15.497584477066992 18.642612904310226 16.928144544363022
leaf_count=2515 50 75 1997 82 124 768 1157 196 1197 59 65 106 65 58 95 51 52 51
internal_value=-6.14965e-06 0.000230358 -0.000107996 -0.00246123 0.00223344 0.00110861 -0.00354386 -0.00878073 -0.00708326 0.00559792 0.000892678 0.0153267 -6.28567e-05 0.0186558 0.0132859 0.0179451 -0.020608 0.0293646
internal_weight=3194.67 3158.27 3098.89 1546.61 1552.28 1453.16 713.075 536.695 508.18 740.082 1009.92 62.9373 946.983 99.1216 79.2275 59.372 36.4005 32.4257
internal_count=8763 8661 8484 4226 4258 3981 1925 1475 1393 2056 2751 171 2580 277 219 177 102 102
is_linear=0
shrinkage=0.05


Tree=75
num_leaves=30
num_cat=0
split_feature=28 42 28 30 19 29 28 40 40 40 12 30 21 39 10 39 5 5 1 12 39 39 16 19 37 35 42 1 5
split_gain=5.359 10.7792 10.4264 9.54748 9.76573 8.67035 14.4743 9.62462 12.3907 17.5358 11.1227 9.99377 7.77404 7.74624 11.7095 6.74165 5.67569 15.8868 5.67074 8.13541 11.1383 6.3867 5.1562 4.15776 4.14082 3.55531 3.13086 2.88061 2.81313
threshold=-0.054691144646274253 0.63252012173722993 -0.026280887284001398 -0.0064849872571168705 0.075727906380397267 -0.010372667758391128 0.027351467231607727 0.014181039404438496 0.0089614027083354288 0.0072187172026142426 0.046128852841691256 0.02169416368651721 -0.0019259804845730142 0.0095534558665777269 42.232647533631614 0.0053913205070447142 0.088089165009911624 0.058524727662061356 0.097725335981590319 0.11227380808704036 0.01121676166431235 0.010205359490305517 0.071228527977051467 0.21631706333198994 0.02403275309470199 0.0010129353767125429 0.2351262772315415 0.10446618868364495 0.047326500333894642
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 4 12 6 16 8 9 -7 -10 27 -2 14 -5 -1 17 -4 21 20 -20 -17 28 -8 -3 -16 -21 -9 -6
right_child=2 24 5 13 22 7 23 11 10 -11 -12 -13 -14 -15 25 18 -18 -19 19 26 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.032125086373987102 0.012472586766759962 0.043632804585885941 0.010808436137939088 0.019998011281100025 -0.020251916602598698 0.00074330465078097617 -0.033941606646816953 -0.014629550838517425 0.04840554835062829 -0.011172127212289327 0.0062111545916399774 0.013683323326005801 -0.028375980841508386 0.027071834444854361 -0.008450965216160726 0.0023034185120636929 -0.0017368055633850176 0.053342542236936054 -0.011234957326864879 -0.02658404946557032 0.031023721066584926 -0.030035577820452145 -0.010637575716524421 0 0.01152366139852223 -0.038108073934033378 0.00066337920712583305 -0.036922609486171508 -0.046353849438558782
leaf_weight=16.971953809261322 31.495854288339615 24.254693418741226 66.943025827407837 24.764914095401764 15.322139799594877 1592.7187533229589 17.197181463241577 26.893280535936356 16.188380256295204 382.7630412876606 409.85015128552914 19.362088248133659 18.311419114470482 22.060888856649399 20.956353276968002 31.559999823570251 24.50647497177124 32.92322501540184 23.492370948195457 18.652215510606766 45.22192171216011 28.982016563415527 22.933443322777748 18.981775999069214 18.108537197113037 20.57126522064209 23.282548993825912 34.627082094550133 39.791760995984077
leaf_count=48 94 69 184 69 53 4454 51 77 46 1093 1152 56 57 61 59 91 70 90 71 56 127 83 76 54 50 58 70 106 138
internal_value=-9.44e-06 0.00732076 -0.000602437 -0.011157 -0.0198887 0.000259481 0.0115179 -0.000467086 0.000102542 -0.00156331 0.00783715 -0.0174212 -0.00247178 0.00143009 -0.00705561 0.00215585 0.0196303 0.0249201 -0.000803147 0.00589619 0.0165081 -0.0131191 -0.0309222 -0.0162098 0.0300847 -0.0233184 -0.0113715 -0.027298 -0.0392377
internal_weight=3089.69 230.526 2859.16 216.208 127.855 2642.95 160.552 2482.4 2401.52 1975.48 426.039 80.8825 49.8073 88.3534 66.2925 188.163 124.373 99.8663 171.191 110.649 68.7143 60.542 78.0473 36.179 42.3632 41.5276 41.9348 61.5204 55.1139
internal_count=8763 665 8098 665 418 7433 449 6984 6745 5547 1198 239 151 247 186 546 344 274 498 324 198 174 267 105 119 117 126 183 191
is_linear=0
shrinkage=0.05


Tree=76
num_leaves=24
num_cat=0
split_feature=28 34 30 43 39 1 25 39 5 32 8 35 7 16 3 3 44 4 5 11 44 34 14
split_gain=6.39621 5.42699 6.61873 4.83471 9.73013 5.97703 5.18071 4.52366 5.52529 3.64447 3.54968 4.07337 3.13333 3.16018 1.83642 2.66026 1.69027 1.7293 1.49932 1.33567 1.02558 0.897999 0.213594
threshold=-0.03395997275614681 0.0096864835247308951 -0.014189649903790227 -0.37940952255126059 0.0021116493031881358 0.036594784530664594 0.0010635448175722827 0.0014644093830212112 0.014101223325073237 0.0025347325048521996 76.183022559624888 -0.0027921199218035038 86.423209400467172 0.053209830373279914 0.068229154637254749 0.072233288123172049 0.60355339059327384 0.39435029414542117 0.028560568077368897 1.1524672303138022 0.60355339059327384 0.016115063791264154 0.69265944950441838
decision_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=9 2 -2 4 5 -4 -6 22 -9 14 11 -11 18 -14 -1 -16 17 -17 -3 20 -20 -15 -5
right_child=1 12 3 7 6 -7 -8 8 -10 10 -12 -13 13 21 15 16 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.034629227231863374 0.0587175580158565 0.0071267761885491776 0.018456002504206072 -0.035975425355687769 0.0088262598608632118 0.067809887146367848 -0.0059776825575817254 0.033432152952950704 -0.0010642126970325969 -0.012668195120187443 -0.033463183723294085 0.037647371685811837 0.037632489843507727 -0.024565825269336403 0.023594086943596562 -0.0042262513962030186 -0.034379205586387976 -0.02935582356311113 -0.031562397369277913 0 -0.012098637331226271 0.0048136674657967499 -0.019795945461037408
leaf_weight=14.669822189956902 5.113125327974557 4.4690257534384719 19.377152137458328 7.4923439249396306 187.05300953239202 9.2688757181167585 85.884692847728729 11.817790627479551 444.15841458365321 6.7482977360487029 4.4743439033627501 9.3362956866621971 5.2694478482007971 5.0144813582301122 4.0997662618756285 24.118278115987778 11.466329269111155 9.8484023921191675 25.219758473336697 5.528329797089099 10.810479197651146 4.7768549509346485 6.263084452599287
leaf_count=206 47 40 133 58 1616 55 800 83 4185 76 60 96 45 51 53 295 165 134 276 64 122 51 52
internal_value=6.53671e-05 0.00139597 0.00253088 0.00214436 0.00708571 0.0347795 0.00414914 -0.00101834 -0.000152054 -0.0130093 0.00510307 0.0162807 -0.0129275 0.00658936 -0.0188859 -0.0140622 -0.0176144 -0.011724 -0.0194225 -0.0224078 -0.0259105 -0.00982333 -0.0291655
internal_weight=922.278 837.517 776.428 771.315 301.584 28.646 272.938 469.732 455.976 84.7615 20.5589 16.0846 61.0884 15.0608 64.2026 49.5328 45.433 33.9667 46.0276 41.5586 36.0302 9.79134 13.7554
internal_count=8763 7678 7029 6982 2604 188 2416 4378 4268 1085 232 172 649 147 853 647 594 429 502 462 398 102 110
is_linear=0
shrinkage=0.05


Tree=77
num_leaves=28
num_cat=0
split_feature=28 5 31 12 3 31 31 28 12 40 43 2 28 12 1 5 21 20 43 32 5 31 35 28 31 43 5
split_gain=5.84805 6.63737 10.0302 10.1621 10.877 9.13689 13.6802 19.8826 13.8683 12.3237 9.50022 11.6981 8.84861 10.7485 10.2076 8.15733 7.84855 7.27633 6.81927 6.84313 6.73056 6.69853 6.54482 6.35079 4.81034 2.77728 2.31638
threshold=0.11463978327039731 0.075865761942592244 0.00035576964593093209 0.063586433093446651 0.099834491646363946 0.00093942940457225404 0.004628832960021435 0.043661678900185068 0.036336786861423435 0.0054925407464055092 -1.0000000180025095e-35 0.78754171035223386 0.019913795886151511 0.040187731211189355 0.020612880729968443 0.020379890201909941 -0.020208825017382987 1.0000000180025095e-35 0.60355339059327384 0.0053048861185849708 0.043333179171303852 -0.0020623736386733722 -0.0073553569321611603 -0.031226921234289502 -0.011062969434545549 0.12940952255126045 0.088089165009911624
decision_type=2 2 2 2 2 2 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 23 24 10 12 8 -8 -9 16 15 14 -14 -7 -12 21 -6 19 22 -18 -1 -4 -3 -5 -2 -20
right_child=25 2 18 4 17 6 7 9 -10 -11 11 -13 13 -15 -16 -17 20 -19 26 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0010430825574919761 -0.0056713533913034728 0.036301125155276275 0.022016220459568581 -0.049185328022155445 -0.012151927228875169 0.0074310387263773706 0.02264768855722131 -0.040210905728585988 0.00265207746146447 -0.0046237230285566247 -0.0080590085599813541 0.045410120106231203 0.0082785106424982848 -0.010851518090934428 -0.016906458861888324 0.0077274459591020741 -0.001062242255515941 0.0097186705682261142 0.047165555568120139 0.032779340484344971 -0.014049165174074028 0.024686558013903213 -0.0032571543887201827 -0.00052430365108367997 -0.0119452689052483 -0.033744833982417455 0.020945970845543727
leaf_weight=104.81917014718056 18.057744562625885 26.388945937156677 37.415125012397766 17.724807798862457 68.722719252109528 49.259027749300003 124.69057387113571 26.034552186727524 286.66424742341042 364.51143544912338 95.608231589198112 18.740985691547394 134.66480824351311 160.95229142904282 326.78624200820923 554.66823661327362 297.98105889558792 84.895118832588196 18.264535516500473 26.886736795306206 150.62112009525299 42.125649809837341 79.955802857875824 20.502916783094406 17.913980647921562 18.189781934022903 17.913341253995895
leaf_count=289 50 83 103 50 193 136 338 70 774 989 269 52 365 435 886 1531 811 242 51 85 413 114 223 57 50 52 52
internal_value=-8.18718e-06 0.000219994 0.00610021 -0.000662072 -0.00584712 -0.000672998 -0.00334997 0.00105359 0.00872936 -0.00701852 0.00244247 0.00653278 -0.00861422 -0.0021203 -0.013704 0.00539784 -0.00214438 -3.4408e-05 0.0149736 0.0100431 -0.00543599 0.0078673 0.00476873 0.0201264 -0.0306922 -0.0199509 0.0344144
internal_weight=3190.96 3154.71 416.584 236.148 189.257 2738.13 1473.56 801.901 411.355 390.546 1264.56 669.017 671.662 295.617 376.045 650.276 595.547 153.618 180.436 144.258 448.602 146.945 117.371 46.8919 35.6388 36.2475 36.1779
internal_count=8763 8661 1189 675 535 7472 3993 2171 1112 1059 3479 1852 1822 800 1022 1800 1627 435 514 411 1224 403 326 140 100 102 103
is_linear=0
shrinkage=0.05


Tree=78
num_leaves=17
num_cat=0
split_feature=33 40 33 31 15 21 5 5 31 31 33 3 21 5 25 42
split_gain=5.43779 7.70187 6.2956 6.1084 11.6807 11.4919 5.6745 20.7272 8.18243 18.6829 7.2184 6.77919 5.13344 4.81804 4.23516 2.95064
threshold=0.0042703287206451923 0.0030713528812234682 0.0054637429555784737 0.00035576964593093209 0.8421657544655915 -0.0080771749343561822 0.024713127901306982 0.027832889760787616 0.0014261463083281435 0.0044191426976022538 0.0069763258299266467 0.033193562248433971 0.005724067450961815 0.014101223325073237 -0.00080130673602660208 0.52356547766834949
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 3 15 5 -5 13 8 10 11 -10 -8 -4 -9 -2 -1 -3
right_child=1 2 6 4 -6 -7 7 12 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.03876589854324522 0.014839687816500569 -0.035855333553335457 -0.022584558533703381 -0.02730311063138692 0.025319157243478607 -0.011744881555760749 0.010828811722926986 0.0011602465064936053 0.028429133195552743 -0.0081614403263745028 -0.020660369875939652 0.0034396042490724577 -0.0067541501636913404 0.045324171283258469 -0.0017123337561082445 -0.0067126738312512924
leaf_weight=15.878811866045 22.672946989536285 17.432753771543503 30.463297247886658 22.192650318145752 19.882429450750351 19.146428942680359 20.235063046216965 2178.0542058944702 93.546613693237305 55.257422506809235 161.03115490078926 137.41922855377197 225.9792867153883 32.645849972963333 15.495455846190451 18.32990175485611
leaf_count=58 62 50 85 63 55 54 56 6148 256 154 452 382 699 91 47 51
internal_value=-9.88191e-06 0.000201561 -0.000297058 0.0128031 -0.00231702 0.0214051 -3.80256e-05 -0.000813647 0.0062763 0.0148115 -0.0171136 -0.00126351 0.000413963 0.0329694 -0.0206879 -0.0211183
internal_weight=3085.66 3054.29 2937.75 116.54 42.0751 74.4652 2901.99 2585.3 316.687 148.804 181.266 167.883 2404.03 55.3188 31.3743 35.7627
internal_count=8763 8658 8333 325 118 207 8232 7355 877 410 508 467 6847 153 105 101
is_linear=0
shrinkage=0.05


Tree=79
num_leaves=31
num_cat=0
split_feature=15 13 40 35 21 43 21 15 36 35 31 28 16 27 41 11 10 10 31 28 21 31 5 24 25 31 31 32 44 11
split_gain=6.10963 9.39679 8.65604 7.05104 6.70774 7.91985 11.2704 7.8624 8.79175 7.37783 4.02124 6.358 8.69276 5.72283 3.28138 8.09246 4.02827 3.94398 3.19077 2.85541 3.14477 2.25268 4.28932 1.96542 1.60406 1.73749 3.39703 1.94159 1.25009 1.17007
threshold=-0.056547475487352512 -1.3095966731494781 0.0063577282564199642 0.0061596751510876189 -0.014036001387301971 0.12940952255126045 -0.012339080127538699 0.79392040525038399 0.00085155302020578649 -0.0086602780124297989 0.0059285484442429433 0.048356399128317816 0.05231272635086124 0.008287849643252276 0.0018369425965739301 -0.057478469072646463 36.939343652379328 38.605152199864392 0.0017719300093137897 0.089524485080739832 -0.012065989980184332 0.0023179646328511361 0.039541967369132597 0.010373104454412909 -0.016982153885520899 -0.0034240568931884511 0.00040847133744866638 -0.0058013603888261078 0.1294095225512602 0.09424676983881175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 4 7 9 -7 8 -3 -6 11 13 -13 -5 15 -1 24 -18 29 28 -21 -19 -23 -9 25 27 -27 -16 -12 -17
right_child=1 3 -4 10 5 6 -8 23 -10 -11 19 12 -14 -15 16 18 17 21 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.05649997613886585 0 -0.0034244128680801997 0.068810906725046708 -0.008464337372571509 -0.021660368991141835 0.032326529315805638 -0.0069581998385241945 -0.02051923591309076 0.018568702461338411 0.021122374873310316 -0.030170818893170248 0.046050423048862192 -0.025882262178370915 0.027906773294267207 -0.0044890966298412041 -0.0023896388157371891 0.036043058612370692 -0.025482991042001475 0.018910551657802005 -0.027248117721439348 0.014014590446770683 0.038897279069681177 -0.024819706169316395 -0.0041491262542676993 -0.035050337449201469 0.015711018222202534 -0.025245858437753749 -0.034681017461447472 -0.01315534334935106 -0.034584966939527909
leaf_weight=5.8083324693143394 8.2917821034789103 136.24618321284652 9.7732365205883962 142.34327181428671 10.731275476515291 22.316204860806465 98.242454931139946 50.976113449782133 67.880852278321981 129.69010034576058 27.98019964993 13.828406259417536 5.8401975296437731 11.55636255815625 8.2230062037706393 4.6669088117778328 6.1122721619904068 10.585628863424065 6.2041714563965789 7.0646672546863583 12.863285843282936 5.2045155540108663 5.096284095197916 30.038681745529175 17.669708456844091 9.5918657630682009 10.366114061325787 17.69933919981122 20.184192389249802 8.7963175997138006
leaf_count=62 69 1215 73 1368 102 191 879 462 603 1042 308 123 65 110 101 56 63 123 61 91 137 51 51 324 214 111 123 253 226 106
internal_value=6.838e-05 0.00161867 0.037179 0.000792258 0.00394443 0.00973731 0.000292989 -0.0013416 0.00387025 0.0178042 -0.00630926 -0.00223261 0.0244156 -0.00568441 -0.0106482 0.00504251 -0.0151186 0.000884488 -0.0101103 -0.0166089 -0.000426831 -0.0092889 0.00695725 -0.0145238 -0.0219867 -0.0167815 -0.00533239 -0.0253498 -0.0231858 -0.0238933
internal_weight=921.872 805.847 18.065 787.782 546.122 260.98 120.559 285.142 204.127 140.421 241.661 173.568 19.6686 153.9 116.024 25.4757 90.5487 26.9987 19.6674 68.0923 19.928 20.8864 10.3008 81.0148 63.55 45.8803 19.958 25.9223 48.1644 13.4632
internal_count=8763 7388 142 7246 4818 2214 1070 2604 1818 1144 2428 1666 188 1478 1375 285 1090 288 223 762 228 225 102 786 802 588 234 354 534 162
is_linear=0
shrinkage=0.05


Tree=80
num_leaves=17
num_cat=0
split_feature=28 29 43 32 3 0 29 31 16 37 43 20 29 23 15 21
split_gain=5.43257 6.12814 5.80726 11.7224 11.1215 11.0138 10.0009 9.48808 7.14692 5.28967 7.17567 5.25513 5.02715 4.27413 3.44638 2.90772
threshold=0.11463978327039731 0.029334262510806289 1.0000000180025095e-35 0.00079973558403439245 0.032729590642715127 0.96337029949233477 0.014295219732507471 0.0013217093023833047 0.016932316613727887 0.016010333460112051 -0.78656609248549303 -0.31823512881947646 0.0069465170105162963 0.10559094508839353 1.2123496008522265 0.01443483449980777
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -5 6 7 -4 -6 12 -11 -7 -1 -8 -2 -3
right_child=14 15 5 4 8 11 13 -9 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.00064358996234698516 -0.0031091796414515318 0.0073137216562527731 0.004357093812445134 -0.038120976214257696 -0.036397488950396809 0.010486164266969711 0.011790579941105016 -0.0038225136460039639 -0.0052255491084661982 0.036544896744485932 0.0016256668470956811 0.0464526949370948 -0.022535317632148506 0.038721145309814867 -0.034346750826884306 0.034222063264095395
leaf_weight=921.67214581370354 17.622869431972504 23.718189507722855 728.14373070001602 29.162855669856071 19.066263765096664 22.253981590270996 73.542148679494858 690.55153229832649 499.20690235495567 23.894118070602417 38.889098852872849 19.436908543109894 23.900556027889252 18.757858484983444 18.452213108539581 18.215228632092476
leaf_count=2515 50 68 2030 85 52 61 204 1866 1372 65 106 55 65 54 52 63
internal_value=-8.64596e-06 0.000211001 -4.38219e-05 -0.0022043 -0.00809497 0.00211776 0.00141386 0.000372148 -0.00638875 0.000989264 0.0150318 0.027445 5.01052e-05 0.0173537 -0.019276 0.0191749
internal_weight=3186.49 3150.41 3108.48 1555.79 547.436 1552.69 1511 1418.7 518.273 1008.36 62.7832 41.6909 945.573 92.3 36.0751 41.9334
internal_count=8763 8661 8530 4260 1509 4270 4154 3896 1424 2751 171 116 2580 258 102 131
is_linear=0
shrinkage=0.05


Tree=81
num_leaves=20
num_cat=0
split_feature=33 40 33 5 1 21 5 5 12 19 8 12 30 10 36 27 27 15 1
split_gain=5.1108 7.24409 6.01264 10.2148 5.96249 16.034 9.53133 19.4009 12.0332 9.9114 7.70745 6.37586 5.94437 5.49661 7.76197 5.10926 4.78071 4.74608 2.39297
threshold=0.0042703287206451923 0.0030713528812234682 0.0060139694115028649 0.016913789512658029 0.02130608978330813 -0.015074137429485121 0.024713127901306982 0.027832889760787616 0.030014433311304708 0.34930869947613447 -95.258702169978378 0.030291043915810292 -0.00018069074780825182 54.347363146074862 -0.0043520415633465084 0.0026320071859871137 0.0012919982258853473 0.5684728500040841 0.019661044564810874
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 17 5 11 8 10 12 -10 -8 -3 -6 14 -7 -9 -1 -2 -5
right_child=1 4 -4 18 6 13 7 15 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.040116089458222849 0.0067297789339840347 -0.010413582552389895 0.03395381904102699 -0.026457036509911359 0.0072702410217074026 -0.004999993833902058 0.013300807308078606 -0.0016998401927333679 -0.02297710555128734 0.0081087954123342711 -0.021034559849792134 0.024407287015731218 0.035369768850708298 -0.0017904844680079503 -0.042994522161345403 0.0029264916111560769 -0.00060304682853352487 0.0368411886726999 -0.00071319072620992254
leaf_weight=15.189355105161669 29.962092727422714 21.367474317550659 25.374246299266815 18.550788074731827 30.184634923934937 19.842009246349335 18.131885349750519 1268.8944079726934 32.399291038513184 121.07489231228828 147.15862226486206 33.293348431587219 52.504991978406906 21.50309345126152 43.934340357780457 1125.7539024204016 15.862099587917326 23.925658047199249 18.302312135696411
leaf_count=59 83 59 71 53 85 56 51 3659 92 333 414 93 143 59 125 3164 46 67 51
internal_value=-7.44331e-06 0.000196584 0.0124409 0.0063394 -0.000286362 -0.0103551 0.000216128 -0.00066886 0.0098265 0.00150314 -0.0172321 0.01071 0.025194 -0.0239124 -0.0312783 0.000472999 -0.0201588 0.0202351 -0.0138437
internal_weight=3083.21 3052.16 116.115 90.7409 2936.04 139.94 2796.1 2559.94 236.164 153.474 165.291 54.6608 82.6896 85.2794 63.7763 2394.65 31.0515 53.8878 36.8531
internal_count=8763 8658 325 254 8333 392 7941 7288 653 425 465 152 228 240 181 6823 105 150 104
is_linear=0
shrinkage=0.05


Tree=82
num_leaves=31
num_cat=0
split_feature=12 40 3 1 43 41 32 18 43 5 8 14 42 21 5 12 12 5 35 32 44 17 14 28 29 14 11 37 34 41
split_gain=5.85325 8.62085 10.0994 5.71757 5.13208 4.99769 4.87133 6.42424 5.37604 4.96 5.99087 5.90334 4.84583 9.11287 8.37102 7.2645 6.23117 5.16207 4.46026 3.28528 4.17879 2.39016 2.36983 2.01422 1.91181 1.8365 1.47002 3.03692 1.37929 1.22211
threshold=0.046440993233288839 0.0074119952757742387 0.055437020254630813 0.093545922669809947 0.12940952255126045 0.0077316112174685937 0.0037528470224893139 0.91501454938850479 0.12940952255126045 0.036878737906607957 -82.006965881057951 0.93417437282404758 0.89247776982033422 0.00089772857442038895 0.055750246611824705 0.032488788332128739 0.045948923495324888 0.017216765976106357 0.017442977076307823 0.0036618135869838611 -0.78656609248549325 0.98099547419138766 0.10415569540693335 0.082868250816898026 -0.03173374529150929 2.0162762590723142 1.0311758568523468 0.016367049182072883 -0.0019126576179788188 0.016876734364842765
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 -3 6 7 9 -9 10 -2 -11 13 16 15 -15 17 -1 26 22 -21 -22 -7 28 -24 -26 27 -14 -8 -23
right_child=5 2 -4 -5 -6 19 23 8 -10 11 -12 -13 18 14 -16 -17 -18 -19 -20 20 21 29 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.014507547567977173 0.031053333370081718 0.050712917569359528 0.065976909064516379 -0.034427152023398487 -0.009979803629547368 0.014620054596590194 -0.0076904125775149688 0.0039951661012255935 0.066539652637402621 0.010377861631730649 -0.027122497317494016 -0.0074293779223394869 -0.03011671238872889 0.020541265706594765 -0.01296506751039677 0.07593858138596804 0.045279419971473542 -0.0017285853679362704 0.014102191464907749 0.046622885057966711 0.020508376310203792 -0.034213580656881223 0.0071909548170364023 0.0098882771106765105 -0.016221403344975013 -0.034975609447195924 -0.035805278628375646 0.015373681388657415 -0.03520278833700452 0
leaf_weight=56.622378051280975 5.0789391770958892 7.8690685071051174 11.53311266005039 5.7436103112995616 5.9307768940925598 5.7798078395426264 7.2834758125245633 7.3507954962551576 6.6907103396952152 109.21069125458598 28.354979392141104 80.69221793115139 9.5556125342845935 15.399983778595926 8.9396088421344739 10.001373790204523 7.8203651234507552 356.41886915266514 9.7840666025876981 4.7187564969062832 5.192594774067401 6.2741171270608884 6.9064692407846442 4.2456646896898738 81.920714020729065 16.364384464919567 14.755479820072649 5.6767235919833174 15.370132464915512 4.121208269149065
leaf_count=425 48 67 95 62 58 59 80 74 66 1074 270 868 89 119 94 73 67 3126 89 50 60 77 88 47 926 206 132 51 173 50
internal_value=6.39344e-05 0.0035243 0.0290374 0.00675899 0.0243851 -0.00452512 -0.000542994 0.00172583 0.0344107 -0.000321216 -0.0180697 0.00278509 0.00190684 0.00337914 0.028114 0.0427614 0.00134278 0.00048804 -0.0147849 -0.012497 0.00579049 -0.00646993 -0.0158907 -0.0206821 -0.0176269 -0.0194272 -0.0243916 -0.0128477 -0.0266496 -0.0204893
internal_weight=921.607 526.051 31.0766 19.5435 13.7998 395.556 264.278 237.378 14.0415 223.337 33.4339 189.903 494.974 455.203 34.341 25.4014 420.862 413.041 39.7719 131.278 20.3067 15.5879 110.971 26.8993 105.192 98.2851 29.9878 15.2323 22.6536 10.3953
internal_count=8763 4547 282 187 125 4216 2700 2400 140 2260 318 1942 4265 3904 286 192 3618 3551 361 1516 237 187 1279 300 1220 1132 272 140 253 127
is_linear=0
shrinkage=0.05


Tree=83
num_leaves=24
num_cat=0
split_feature=39 5 12 40 40 5 33 32 5 28 30 0 16 15 19 29 31 28 11 3 21 15 5
split_gain=5.43828 11.7295 12.8784 18.9176 8.8014 8.90055 8.42532 6.98956 6.91723 6.81673 13.8201 7.25718 6.70371 6.24474 9.15964 6.41973 5.5852 5.47765 6.35108 4.75369 3.88702 3.24978 3.13502
threshold=0.0042581516941850566 0.037702785658863328 0.03053844912514778 0.0061275546770663677 0.010743514921338028 0.011140903004324987 0.009003810259316224 -0.00096342962525530166 0.037407195751759902 0.050400679378309249 0.0085161370750363469 0.56777608721267969 0.014914170448107869 0.51947877129564102 0.54960287881799486 0.0095336145292574965 0.0097308499915061113 0.11463978327039731 1.3777230666877172 0.058746759839346137 0.00089772857442038895 1.2123496008522265 0.021319137526569113
decision_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=4 8 -3 6 5 -1 20 -8 12 10 11 -7 22 14 -14 -15 -12 18 -5 -11 -4 -19 -2
right_child=1 2 3 17 -6 9 7 -9 -10 19 16 -13 13 15 -16 -17 -18 21 -20 -21 -22 -23 -24
leaf_value=0.039049525993312122 0.013026099152301683 0.046417153472295664 0.01613633430080702 0.00039168792881844814 0.026769184288300094 -0.0007887879505355486 -0.0087322318850595031 -0.033101873892752501 0.036777968489066469 -0.041884789188709338 0.041446050511751924 -0.01021625623472548 0.0028602656266338896 0.011748466537929839 -0.023403095270849827 -0.015286768879471765 0.0060551505705137513 -0.0030355799294320418 0.019981710806021333 -0.0091682843017246492 -0.013888338389234235 -0.033425397840757654 0.039924075035611496
leaf_weight=11.766555249691008 26.695256143808365 14.097587525844572 22.608202695846558 1317.2898391634226 23.803455948829651 462.08171054720879 48.690377086400986 77.240121304988861 18.91231170296669 19.613903790712357 21.928969144821167 367.40899424254894 242.02654266357422 278.94316238164902 38.359514683485031 23.593513786792755 23.427254766225815 17.613023161888123 42.64284436404705 26.755343407392502 20.347582012414932 18.347644001245499 19.298633366823196
leaf_count=35 72 39 61 3656 69 1261 131 209 51 53 60 1011 655 753 103 65 63 50 133 73 56 52 52
internal_value=-9.73075e-06 0.00134333 -0.000978484 -0.00141162 -0.00316373 -0.00393556 -0.0172127 -0.0237336 0.00700903 -0.00449421 -0.00349582 -0.00497128 0.00610018 0.00463722 -0.000722052 0.00961923 0.0233296 0.000497633 0.00101106 -0.0231751 0.00179869 -0.0187292 0.0244829
internal_weight=3183.49 2226.71 1578.88 1564.78 956.786 932.983 168.886 125.93 647.829 921.216 874.847 829.491 628.917 582.923 280.386 302.537 45.3562 1395.89 1359.93 46.3692 42.9558 35.9607 45.9939
internal_count=8763 6138 4387 4348 2625 2556 457 340 1751 2521 2395 2272 1700 1576 758 818 123 3891 3789 126 117 102 124
is_linear=0
shrinkage=0.05


Tree=84
num_leaves=26
num_cat=0
split_feature=28 31 42 16 23 27 31 5 23 33 33 15 40 3 40 14 28 16 44 27 27 44 28 24 3
split_gain=5.11236 10.0817 10.0059 7.81252 7.0866 9.67424 9.65428 6.13481 6.91008 8.88707 8.15667 5.83409 5.74427 10.7102 8.9643 5.14686 6.79723 4.67591 4.24819 5.39679 3.85932 4.03766 3.83433 3.34119 2.2803
threshold=-0.054691144646274253 -0.0088281796337112989 0.63252012173722993 0.088432700052541433 0.11016771631065263 0.019580596370733151 0.021325839060730514 0.048468052028372906 0.078180268785272233 0.03628859982983474 0.01802441896306238 0.86025330635246522 0.0091160470067026111 0.056799810008383786 0.0072187172026142426 0.97212666029278305 -0.036740854963296529 0.087158911500404959 0.60355339059327384 0.021560800974208306 -0.0048127019650959892 -0.12940952255126037 -0.015405536795552701 0.026122869474416246 0.071158890039218048
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 15 5 12 18 -1 20 10 -10 -4 14 -14 -3 22 -17 -7 19 -6 21 -9 24 -20 -2
right_child=1 4 11 -5 6 17 -8 8 9 -11 -12 -13 13 -15 -16 16 -18 -19 23 -21 -22 -23 -24 -25 -26
leaf_value=0.031001153484924205 -0.017512363899180438 0.00079700078584328505 0.047592554389357354 0.012289299064449165 -0.043167954426532804 0.039992345964756724 0.010199773205419828 -0.0080654212929972997 -0.01756107738033507 -0.019015152681896842 0.021198622061045239 0.0099751615732169788 0.043970977591257954 0.0038926413739481 -0.0073296668889374743 -0.029804429218785639 0.01394259063757811 0.0060560148892412503 0.0065090015887834148 -0.0085462362416324471 0.0032777358371992994 -0.041480030675846352 -0.0069368763461513097 -0.024016044510201343 -0.039649250352640421
leaf_weight=16.721978604793549 18.076242119073868 1703.3623280078173 21.275504738092422 23.551714465022087 30.989526778459549 22.443433493375778 34.959569782018661 19.167834848165512 16.483403831720352 26.387060195207596 72.32107475399971 20.81883829832077 17.319738686084747 407.45137105882168 423.4581845253706 14.738347589969633 21.896878406405449 19.25470007956028 19.081237897276878 18.368242233991623 18.538345575332642 17.919151842594147 19.566688150167465 16.46743232011795 40.166492536664009
leaf_count=48 65 4774 61 71 95 62 99 55 54 81 204 58 48 1138 1202 52 65 58 55 62 51 53 58 53 141
internal_value=-8.47256e-06 -0.000588229 0.00716521 -0.0137669 8.07048e-05 0.000632112 -0.0117978 0.0021856 -0.00062251 0.0063348 0.0139364 0.0291741 0.000239267 0.00554854 -0.000818968 -0.0191788 -0.00355395 0.0244934 -0.0209153 -0.0304281 -0.0151053 -0.0244128 -0.0264573 -0.00751875 -0.0329063
internal_weight=3080.79 2851.15 229.633 137.996 2713.16 2593.29 119.866 187.539 170.817 115.192 88.8045 42.0943 2551.59 424.771 2126.82 114.445 36.6352 41.6981 84.9064 49.3578 55.6253 37.087 77.8094 35.5487 58.2427
internal_count=8763 8098 665 452 7646 7282 364 546 498 339 258 119 7162 1186 5976 381 117 120 265 157 159 108 264 108 206
is_linear=0
shrinkage=0.05


Tree=85
num_leaves=31
num_cat=0
split_feature=28 19 2 28 2 18 14 8 34 28 3 39 42 18 29 32 29 7 0 44 19 29 34 35 35 31 27 28 2 19
split_gain=5.76236 4.96648 5.3478 10.9838 5.51539 5.44002 5.34714 7.06745 5.23732 5.09473 9.07768 12.5041 8.6233 4.54488 4.19762 3.4868 4.45651 3.38684 3.37473 3.21898 2.7206 2.60415 2.59431 2.98008 6.61233 4.10644 2.34538 2.7536 2.69615 1.02683
threshold=-0.03395997275614681 0.96278875959964283 0.74934920493457302 0.011008598417140461 0.68662137751812147 0.94684629065934389 1.2793488649414362 88.268537027720981 0.0081314036125149664 0.016343840612754467 0.04271805525161481 0.0036353837435340549 0.94814662363004654 0.60837144667976517 0.0060238275576433029 0.0045924107959769526 0.012074615815370284 90.903885534938283 0.77690778131021132 -0.78656609248549325 0.87547727305848277 0.018695923794928574 -0.0063598930294220249 0.00034695786785188259 -0.0027921199218035038 -0.0030940422823769183 0.0039180375625367135 0.031603433994210263 0.94677441765415449 0.18085901472505936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 4 -4 5 8 20 -8 -2 10 11 -3 -12 14 -6 22 -17 26 -15 -19 -5 -21 -1 24 25 -24 27 -11 -28 -25
right_child=1 9 3 6 13 -7 7 -9 -10 17 12 -13 -14 18 -16 16 -18 19 -20 21 -22 -23 23 29 -26 -27 28 -29 -30 -31
leaf_value=-0.030436314822028729 0.0033483938503426135 0.0024923280306527562 0.073096557223092024 0.010660459816390607 -0.016713045314782026 0.045882217999265083 0.053260109669100122 0.0038781934140816664 -0.019086988911124484 -0.019953462340647588 -0.028069525714503003 0.091543214486939736 0.041297114218850982 -0.035762789326843424 0.046665781784616563 0.04563622228588049 -0.021799700218500855 0.037590708863919138 0.0020969748539734641 0.016983751813419847 -0.02409802558879913 -0.027986742170860737 -0.019860220716108087 -0.001124886580339348 0.052778743947043995 0.033747718992439064 -0.031537689272513707 0.027843644392847242 -0.0098961746202976958 -0.029208629726464076
leaf_weight=22.533848106861115 567.85094463452697 11.140180461108686 7.5861988291144362 9.4686730951070803 5.4984287209808809 7.1680570021271697 11.57569243013859 19.790327869355679 27.111665513366461 6.6409430056810361 19.577087797224525 6.1107371747493735 5.6637872047722331 22.470363974571232 4.7041797302663326 5.3696595989167673 4.2433983497321606 5.3004042655229595 7.6184335350990287 5.4947222694754583 13.16537172347307 7.2735366560518742 19.797777216881517 4.473653286695483 4.944956153631213 4.2065609470009795 36.531626332551241 5.3324259892106056 25.265893656760454 17.344032842665911
leaf_count=313 5005 83 56 96 56 63 109 193 288 64 189 49 49 228 46 55 59 51 67 49 137 76 265 57 56 51 400 49 275 229
internal_value=6.59744e-05 0.00131551 0.00300181 0.0170728 0.00164265 0.00284909 0.00898935 0.0223729 0.0023146 -0.00748054 0.00674464 0.0346705 -0.0122055 -0.0162255 0.0121934 -0.0124942 0.0154359 -0.0141167 -0.0260359 0.00504512 -0.00935438 -0.00826389 -0.0162413 -0.00979481 0.000565549 -0.0101574 -0.0188782 0.000973497 -0.0228006 -0.0237097
internal_weight=921.254 838.34 704.008 61.5863 642.422 602.131 54.0001 31.366 594.963 134.331 42.4918 17.2509 25.2409 40.2914 10.2026 82.9139 9.61306 91.8396 30.0888 18.0687 22.634 12.7683 73.3008 50.767 28.9493 24.0043 73.7709 11.9734 61.7975 21.8177
internal_count=8763 7678 6344 591 5753 5356 535 302 5293 1334 370 132 238 397 102 1085 114 964 295 176 233 125 971 658 372 316 788 113 675 286
is_linear=0
shrinkage=0.05


Tree=86
num_leaves=25
num_cat=0
split_feature=39 5 12 40 33 40 5 36 10 7 30 25 16 33 5 16 1 33 21 40 38 30 5 5
split_gain=5.03378 10.7685 12.1368 17.6219 8.85141 8.22833 8.19686 7.01632 6.92051 14.6803 9.31502 8.68186 7.38099 7.25615 6.5198 6.25923 6.09776 9.21869 7.70743 4.60566 10.0655 8.80424 4.3308 2.94933
threshold=0.0042581516941850566 0.037702785658863328 0.03053844912514778 0.0059945796950463268 0.009003810259316224 0.010743514921338028 0.011140903004324987 -0.015477233782620612 53.35407844253988 80.420849967881253 -0.0011644862668770096 -0.013665246282275492 0.0093514367464769144 0.0066157313112728813 0.037407195751759902 0.014914170448107869 0.029835726623776222 0.0096188956760407344 -0.012065989980184332 0.0089614027083354288 -0.01567102359252814 -0.011538941219446404 0.044220422487232146 0.021319137526569113
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 14 -3 4 22 6 -1 -6 11 10 -10 -8 -13 -11 15 23 17 -17 -18 21 -21 -5 -4 -2
right_child=1 2 3 19 7 -7 8 -9 9 13 -12 12 -14 -15 -16 16 18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.037816293329187997 0.012505621583472935 0.045212821867767393 0.016646742339637179 0.028333008905285319 0.0028446752072449808 0.025974718920489828 -0.023684923312094021 -0.030625802161919326 -0.036392036144846152 -0.017314492116130127 -0.010986496277681716 -0.019452485609574008 0.0037871362717803048 0.012970922175561922 0.035658587332778588 0.0026764262135332353 0.01078006387935249 -0.026355466255184569 -0.0058453378373824142 0.0048608154590137551 -0.0065191239901771633 0.0022134959882294468 -0.015720201894430907 0.03863381643233918
leaf_weight=11.564807862043379 26.672057420015335 14.015355139970778 22.91302627325058 34.185385376214981 18.536974489688873 23.674149632453918 36.049988567829132 91.648781955242157 41.50395330786705 25.024225682020187 286.59039627015591 37.19669497013092 402.33059461414814 91.411321550607681 18.868630230426788 113.72819784283638 346.32439315319061 35.805113345384598 86.783773452043533 319.00327375531197 495.74887317419052 563.48252391815186 18.595557689666748 19.234081447124481
leaf_count=35 72 39 62 107 50 69 98 248 116 72 786 104 1096 249 51 307 937 96 236 908 1379 1543 51 52
internal_value=-9.3313e-06 0.00129227 -0.000932676 -0.00135223 -0.0175413 -0.00304656 -0.00379207 -0.0249521 -0.00432453 -0.00880913 -0.0142256 -0.000121224 0.00180504 0.00640983 0.00672279 0.00584066 0.0044273 -0.00425469 0.00743664 0.000384064 -0.0020573 0.00372033 0.00202348 0.0236219
internal_weight=3180.89 2225.55 1578.13 1564.11 151.694 955.346 931.672 110.186 920.107 444.53 328.094 475.577 439.527 116.436 647.416 628.548 582.641 149.533 433.108 1412.42 814.752 597.668 41.5086 45.9061
internal_count=8763 6138 4387 4348 411 2625 2556 298 2521 1223 902 1298 1200 321 1751 1700 1576 403 1173 3937 2287 1650 113 124
is_linear=0
shrinkage=0.05


Tree=87
num_leaves=31
num_cat=0
split_feature=44 32 42 15 24 3 24 31 40 12 3 39 40 31 33 40 39 32 1 43 38 43 18 16 1 12 31 42 42 30
split_gain=4.95925 8.85933 9.66818 8.03613 9.4119 7.07412 8.80506 8.57434 6.55023 8.06612 6.52201 6.44319 5.93115 6.36183 5.71902 9.72168 6.55885 5.36079 19.593 11.0429 4.68665 5.63754 4.33338 4.92025 9.55634 10.0813 6.69862 6.01478 4.18465 3.705
threshold=0.37940952255126048 -0.001223460251469511 0.65315054416366913 0.057900811006643675 -0.022162966821130444 0.044679454936999895 -0.0014897208254356609 -5.4304648059950234e-05 0.0061891676685151319 0.040955253759597583 0.020878509640049569 0.0046386058236718873 0.0047764033434568526 0.0041695151881934308 0.010054294281636877 0.0074802874050771051 0.0078784847581383818 0.0020622060924387997 0.068269524307781174 0.37940952255126054 -0.0014834787809199221 -0.60355339059327362 0.26320081416112046 0.013940980963581156 0.048429496492375136 0.050047077258135723 0.0054735606053207897 0.47848345753286303 0.27846568792717519 0.0010878677721127287
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 7 -1 10 11 -3 -10 -7 -14 15 -11 -16 18 -12 -19 21 28 -5 27 25 -25 -26 -24 -6 -29
right_child=3 8 -4 22 20 12 -8 -9 9 14 17 -13 13 -15 16 -17 -18 19 -20 -21 -22 -23 23 24 26 -27 -28 29 -30 -31
leaf_value=-0.014893450043487896 0.028359136124335008 -0.034425456075917495 0.027370612944047384 0.019259069841852147 0.01623900633756396 0.036082291291095796 -0.031702835584682891 0.028411129985740288 0.00074519195128891101 0.039845656415163321 0.00051506614039712546 -0.032961346844664008 0.0076921474258689233 -0.0044238840767217855 -0.012027205165112645 -0.013043450320649078 -0.0013307716417141377 -0.00035747539699890521 0.052826465134702662 -0.04253032120173042 0.0099588533904715892 -0.019612061857623458 -0.0091497361121943201 -0.00072488018574427002 0.012611765713167487 -0.027197058377694885 0.0011281861956260141 0.012823973035072904 -0.016080885729723517 0.038922737259899032
leaf_weight=29.49005913734436 17.118089824914932 13.542438715696333 39.465928286314011 46.756835430860519 22.990005373954773 14.005142480134962 33.011846095323563 18.501323342323303 19.38819944858551 17.861256182193756 525.6720864623785 49.863060846924782 287.05255995690823 173.35854455828667 284.40586909651756 16.565878853201866 291.19926971197128 59.187984436750412 18.439939558506012 21.059910118579865 24.095726728439331 108.52378486096859 17.963343560695648 301.64590385556221 255.42346566915512 40.805991590023041 254.57146602869034 33.76412045955658 17.522896483540535 23.850900501012802
leaf_count=83 48 51 108 131 65 39 95 51 55 51 1472 148 816 486 834 52 857 168 51 62 67 326 52 830 728 113 712 94 53 65
internal_value=-9.70643e-06 -0.00157814 0.00348142 0.00256005 -0.00682697 0.00177033 -0.0118608 0.00172144 -0.00386709 -0.0072838 -0.000220332 -0.023465 0.0041103 0.00311927 -0.00543516 0.0142872 -0.00662572 0.000518969 0.00230647 -0.0115265 -0.0103491 -0.0136705 0.00439778 0.00364164 0.00254962 -0.00390088 0.00689072 0.0158729 0.00213151 0.0237634
internal_weight=3077.1 1912.07 594.885 1165.03 190.251 555.419 81.0032 47.9914 1317.19 679.284 637.902 69.2513 474.416 460.411 610.032 34.4271 575.605 624.36 544.112 80.2479 173.132 149.037 974.782 928.025 852.447 342.452 509.995 75.5784 40.5129 57.615
internal_count=8763 5479 1678 3284 559 1570 229 134 3801 1997 1804 203 1341 1302 1794 103 1691 1753 1523 230 511 444 2725 2594 2383 943 1440 211 118 159
is_linear=0
shrinkage=0.05


Tree=88
num_leaves=30
num_cat=0
split_feature=15 13 40 35 21 31 3 30 15 36 31 8 25 31 41 2 31 10 4 21 44 26 24 26 31 32 36 26 44
split_gain=5.57699 8.57608 7.64713 6.24501 5.80651 7.38487 14.2785 8.75157 7.28548 8.00945 3.66713 6.21747 6.28904 5.1168 3.01046 6.4974 3.95729 3.85144 3.68635 2.73918 3.9656 2.03033 1.96403 1.86883 3.16729 1.89382 1.40417 1.72816 0.350295
threshold=-0.056547475487352512 -1.3095966731494781 0.0063577282564199642 0.0061596751510876189 -0.014036001387301971 -0.001812871709782687 0.044520579058186058 6.542148708777125e-05 0.79392040525038399 0.00085155302020578649 0.0059285484442429433 48.673867707457738 -0.00020347012527772599 0.0016106800622582788 0.0018369425965739301 0.17764798623858571 0.00081312096438097739 36.939343652379328 0.25888725648284189 -0.015186285331652108 0.60355339059327384 -0.012975909862710059 0.010373104454412909 -0.017914743919993887 -0.0034240568931884511 -0.0058013603888261078 -0.012585605487568761 -0.014440088494243528 -0.78656609248549325
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 4 8 6 -6 -7 9 -3 11 13 -13 -5 15 -1 -17 21 26 28 -21 23 -10 25 -25 -16 27 -19 -12
right_child=1 3 -4 10 5 7 -8 -9 22 -11 19 12 -14 -15 17 16 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0.040963287318119934 -3.2031167661725986e-05 -0.0033111824974648204 0.063766913285829424 -0.023530381070887486 0.05094879902790303 -0.01940697484935159 0.0014309976010159139 0.008964009453163389 -0.020156395124473057 0.017575723189305264 -0.015301205841780614 0.025893181643443189 -0.0017957212794600043 0.012890147838591555 -0.0057235102522632739 -0.034589773823715191 0.012721604257639241 -0.022687303223939304 0.025966102484497395 -0.018220607447304249 0.015218023626724267 -0.034986208419835289 -0.0036688710011340709 -0.033168675799900432 0.020110178832881118 -0.032000795101717328 -0.028358342744420034 0.019231966314959669 -0.032518058451034837
leaf_weight=8.2856076285243052 8.32139850407839 135.78487282246351 10.238233387470244 44.671144969761372 27.408593729138374 32.045921325683594 31.391453679651022 173.69142140075564 50.010416623204947 69.021538443863392 5.2621521502733257 26.371089737862349 89.83878331631422 12.029378950595854 11.955990850925444 9.3518916033208388 8.029981814324854 4.4135094247758415 9.5328886248171312 28.726679179817438 12.568827755749224 19.617909468710423 29.611937068402767 4.1717616841197014 7.8994389362633211 18.008342616260055 7.6796639710664776 5.2998331971466532 19.629532739520073
leaf_count=88 69 1215 73 472 187 262 283 1482 462 603 66 246 842 106 153 116 81 53 97 315 135 246 324 60 86 257 83 55 246
internal_value=6.83608e-05 0.00153853 0.0350472 0.000738677 0.00368166 0.00901463 0.024645 0.00451333 -0.0012622 0.00370863 -0.0059962 -0.00212829 0.00446149 -0.0157064 -0.0102601 0.00465663 -0.0124994 -0.0146392 0.000960569 -0.016007 -0.00791016 -0.0215236 -0.0140996 -0.0150539 0.00116517 -0.0217362 -0.0125289 0 -0.0291542
internal_weight=920.87 806.623 18.5596 788.064 548.966 264.537 58.8 205.737 284.429 204.806 239.098 172.91 116.21 56.7005 114.247 25.6675 17.3819 88.5793 26.9259 66.1872 41.2955 61.6534 79.6224 42.0355 12.0712 29.9643 17.393 9.71334 24.8917
internal_count=8763 7388 142 7246 4818 2214 470 1744 2604 1818 2428 1666 1088 578 1375 285 197 1090 288 762 450 802 786 556 146 410 191 108 312
is_linear=0
shrinkage=0.05


Tree=89
num_leaves=31
num_cat=0
split_feature=35 28 43 14 28 15 16 29 14 28 14 1 39 28 21 25 40 17 36 24 28 20 15 1 20 40 40 40 16 10
split_gain=4.77175 10.4361 8.70812 10.5067 12.1434 13.0615 10.5498 7.64765 7.07118 6.82885 6.61678 6.16238 6.13983 6.07232 7.03408 6.66573 7.77131 5.9816 5.35106 10.9253 6.48701 5.46632 4.84547 4.80724 4.41505 4.19027 10.0652 9.73959 8.21442 6.56844
threshold=-0.0065857029544268966 0.0031661553528008028 1.0000000180025095e-35 2.3016725040780672 -0.0023967633092303602 -0.12285460783863518 0.0093514367464769144 0.014295219732507471 0.24707272032894162 0.10253633562179186 0.25431295548975136 0.041180178043926367 0.004029717477607486 -0.029280423862877387 -0.018795796499877959 -0.027486667323302506 0.0072900940597404726 0.2856959804694213 -0.023133359885742662 -0.022162966821130444 -0.054691144646274253 1.3070666357044256 0.46536904988078753 0.036311527861879071 -0.31823512881947646 0.0090596862948348709 0.011443442094232275 0.012617762945769299 0.038925281662756869 31.87985971108041
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 8 4 5 -4 -7 11 12 -9 22 -6 -2 18 -15 -16 -17 23 19 -1 -20 -22 -3 -14 -5 29 28 -28 -27 -10
right_child=2 10 3 24 7 6 -8 9 25 -11 -12 -13 17 14 15 16 -18 -19 20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.011331786553638333 -0.0065243785347102587 -0.025561821031544803 -0.026878595538536706 0.010576036602600324 0.00070226644425776144 -0.024890889750989381 0.01351003216006472 0.018121081257896843 0.013754162987353494 -0.01518767450732636 0.013239749952194216 -0.0086495110248451124 -0.01464313708053884 -0.027160368366536694 -0.025987658361762023 -0.0039891012428988435 0.030548658480102572 0.032262912231853645 -0.01679524153056958 0.023828809851800508 0.022937621800614452 -0.011932214237223005 0.0052040970326743862 0.016368898632390202 0.041596297160924417 0.0044354554405109789 0.015272802758171855 -0.01163842906076437 -0.027578472937454968 -0.0046499237616644583
leaf_weight=32.716540962457657 53.134626448154449 19.626166164875031 23.845083624124527 25.39267572760582 337.25727507472038 18.792901664972305 312.88166679441929 73.1478121727705 51.360476240515709 19.23701423406601 276.4948633313179 366.56587427854538 19.787699520587921 39.847733736038208 26.554235965013504 98.516479671001434 19.389294773340225 31.710787773132324 50.060257881879807 66.706022769212723 28.17899477481842 18.365406304597855 35.884852409362793 33.185074150562286 21.85313481092453 24.738955587148666 53.083244442939758 91.134614929556847 99.338653475046158 808.17058630287647
leaf_count=92 145 53 67 70 917 56 885 211 143 55 752 995 53 108 72 266 53 88 141 191 84 51 97 91 64 67 151 261 275 2209
internal_value=-8.8414e-06 0.00359368 -0.0010522 0.00199853 0.00104495 0.00872989 0.0113123 -0.00238089 -0.0039461 0.0111223 0.0100723 -0.00416177 0.00672578 -0.00204974 -0.00857174 -0.00339444 0.00166925 0.0150964 0.0040581 0.0122087 -0.00428246 0.00907547 -0.00560982 0.00468454 0.0250873 -0.0052551 -0.0107184 -0.00169466 -0.0211567 -0.00354292
internal_weight=3176.96 712.341 2464.62 1198.97 1151.73 355.52 331.675 796.208 1265.64 92.3848 332.006 703.823 137.818 380.335 184.308 144.46 117.906 84.6836 196.027 99.4226 96.6047 46.5444 55.511 52.9728 47.2458 1127.83 268.295 144.218 124.078 859.531
internal_count=8763 1960 6803 3320 3186 1008 941 2178 3483 266 902 1912 377 1058 499 391 319 232 559 283 276 135 150 144 134 3106 754 412 342 2352
is_linear=0
shrinkage=0.05


Tree=90
num_leaves=23
num_cat=0
split_feature=28 31 42 21 1 16 28 31 16 41 21 32 40 27 15 11 4 33 30 31 27 21
split_gain=4.76162 9.27208 9.20922 8.13061 9.94333 7.9955 8.17262 8.58669 7.27498 6.44347 6.06198 6.22859 6.00754 5.60066 5.55353 5.52098 5.33292 4.22988 7.00079 7.72509 6.89895 3.18908
threshold=-0.054691144646274253 -0.0088281796337112989 0.63252012173722993 -0.041676306657786773 0.094449147046509641 0.11105595836752812 0.089524485080739832 0.0049437858204594348 0.088432700052541433 0.0020274202627998139 -0.030178346615275093 0.0030049383344542954 0.0098486937599504155 0.026830394613747876 0.86025330635246522 0.52620819734017565 0.42752738097781079 0.043979341982277237 -0.01965744978922826 -0.027475857960602392 -0.0042703436283520677 0.012812630470935673
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 8 9 4 15 6 7 -5 10 -1 -2 16 -8 21 -4 -3 -12 18 19 -11 -20 -7
right_child=1 3 14 5 -6 13 12 -9 -10 17 11 -13 -14 -15 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.02617732136773639 -0.040606222748442618 0.014264137253255102 0.046278365549590944 0.0014413871606808078 -0.008750440143984425 -0.014480056655830548 0.032029962140232592 -0.0050293987943937054 0.011831288070199644 -0.0042490591748336531 -0.0038650907530001634 0.015105348313358894 0.0055460373519306862 0.0030434055678248925 0.0094180701512598837 0.053501267030358957 -0.031387296286225989 -0.022693570309803856 -0.013954139297274014 0.036034019127576394 0.01719397904629635 -0.041171772301136091
leaf_weight=24.198033392429352 24.536769300699234 18.310208529233932 20.995231360197067 1760.3834002912045 20.857602506875992 25.210642725229263 32.031017899513245 723.02662132680416 23.53801429271698 21.881629377603531 33.192981526255608 16.504080802202225 66.217950642108917 22.854208424687386 20.738387703895569 18.541042417287827 38.588190823793411 20.340622335672379 71.358117446303368 25.436171919107437 23.457868337631226 21.550721243023872
leaf_count=69 81 50 61 4956 59 75 89 2035 71 65 112 50 183 69 58 50 138 64 213 71 64 80
internal_value=-8.92731e-06 -0.000568215 0.00693366 7.05408e-05 0.0186224 -0.000332068 0.000117208 -0.000440648 -0.0132854 0.00215167 -0.0185756 -0.0123571 0.0142549 -0.0170412 0.0281475 0.0342323 -0.0187531 -0.00140972 0.00161485 0.0173304 -0.00618529 -0.0269497
internal_weight=3073.75 2845.34 228.406 2708.98 57.7089 2651.27 2581.66 2483.41 136.36 186.672 112.822 88.2853 98.249 69.6156 41.7336 36.8513 71.7812 162.474 142.134 47.3178 94.816 46.7614
internal_count=8763 8098 665 7646 159 7487 7263 6991 452 546 381 300 272 224 119 100 250 477 413 136 277 155
is_linear=0
shrinkage=0.05


Tree=91
num_leaves=24
num_cat=0
split_feature=39 21 31 28 24 7 11 12 36 28 43 44 29 17 24 27 42 34 12 32 16 34 43
split_gain=5.31239 3.57975 5.54381 3.87705 4.69594 5.29177 3.58878 2.48463 2.44962 2.33238 2.36564 4.03008 2.2625 3.25428 1.54959 5.25626 1.43586 1.4277 2.19353 0.174423 0.52672 0.0719036 0.0679922
threshold=0.011662877357767392 -0.034285373851221171 -0.017698614198568208 -0.03395997275614681 -0.010897828737862441 24.100536333857935 0.37615413208849063 0.054403769570763955 0.0059089019013539587 0.1057500343987043 1.0000000180025095e-35 -0.9159756150367534 -0.008593658782800882 -0.37117938300787817 -0.0012768852187975111 -0.0056661980503876922 0.18609265853471241 -0.0015359292926563903 0.076591549760109415 0.0035101316326254612 0.075512040080440226 0.0014581288132388128 -0.70710678118654735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 7 -5 -6 -1 22 -9 10 11 -2 16 -14 15 21 -13 18 -8 -16 -21 -12 -4
right_child=9 2 3 4 5 -7 17 8 -10 -11 14 12 13 -15 19 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.013584416652209511 0.032747019334686767 0.045734405719275228 -0.02005143453076947 0.034546123846336381 -0.015424690192546903 0.002928215870113408 -0.034092289641038435 0.006222860843953815 -0.03360163088236158 0.012789459254035285 -0.033759846637492305 -0.00012196250878312122 0.02992785094996793 -0.011651143490659209 -0.034793652110516778 0.039201691757342741 -0.034419113597370293 -0.034933037696403969 0.013029056249952209 -0.0058006131507130423 -0.033359644706608717 -0.018065179607735748 -0.034464739592006244
leaf_weight=7.9094246327877071 5.6878634952008715 7.1007925420999518 3.6860479749739161 11.099608577787874 41.453070279210806 698.80065114796162 4.5462560616433674 15.431672740727665 5.0011857897043219 9.0045304447412473 6.2061588577926141 4.416183039546012 5.9187980741262427 21.19266293197871 15.612184830009939 3.8546811677515498 12.505061682313679 14.234449017792935 5.0033406168222427 3.5416881553828699 4.7917309477925301 3.3372851870954037 10.107474897056816
leaf_count=81 60 61 50 99 430 6123 48 202 68 89 90 62 58 268 208 39 185 176 60 44 71 50 141
internal_value=6.8607e-05 0.00137117 0.00203631 0.00162919 0.00238537 0.00189178 -0.0150613 -0.0147837 -0.00339732 -0.0110466 -0.013581 -0.00627903 -0.0114962 -0.00231352 -0.0231268 -0.00888716 -0.0258151 -0.0248139 -0.00900657 -0.0308162 -0.0224476 -0.0290342 -0.031145
internal_weight=920.443 824.374 792.681 785.58 751.353 740.254 31.6935 34.2264 20.4329 96.0688 87.0643 49.7206 44.0327 27.1115 37.3437 13.3981 16.9212 23.784 9.5496 23.9456 8.33342 9.54344 13.7935
internal_count=8763 7539 7174 7113 6652 6553 365 461 270 1224 1135 633 573 326 502 179 247 284 108 323 115 140 191
is_linear=0
shrinkage=0.05


Tree=92
num_leaves=22
num_cat=0
split_feature=28 38 43 1 27 21 40 3 31 21 3 1 40 1 21 10 3 1 39 15 39
split_gain=4.45896 6.07246 7.34713 6.8523 6.5038 12.2163 11.4912 11.0819 10.7957 6.78714 9.14578 7.3828 6.4475 5.29352 4.00962 6.16996 3.91428 3.62453 6.19917 3.14981 1.92586
threshold=0.11463978327039731 0.060243454639794088 -0.25881904510252113 0.12928441304538471 0.0026320071859871137 -0.041676306657786773 0.0032736909565163354 0.048981807203679166 0.004329149762212753 -0.020208825017382987 0.08012925940895832 0.029533000767505244 0.0090596862948348709 0.077133579704708438 -0.01762668083095829 76.116494365588593 0.064073036928041407 0.029533000767505244 0.0081495871258244739 1.2123496008522265 0.0077888386115400722
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 4 14 12 8 13 -7 -8 9 11 -11 -1 -4 -6 -3 -16 -17 -10 -19 -2 -5
right_child=19 2 3 20 5 6 7 -9 17 10 -12 -13 -14 -15 15 16 -18 18 -20 -21 -22
leaf_value=-0.01273736276616076 -0.0020824940223423943 -0.023200166112043476 0.025485738857490243 0.045876266857537776 -0.049399931799339478 -0.034585442078479238 0.0058264077650702741 -0.005189242804008491 0.035919946619928991 -0.00020329229410842483 -0.015317386462627187 0.007629639923825822 -0.0086637542319391633 -0.011581315106188317 0.028324163322616405 0.0083702944862997421 -0.021129779540686983 0.0011461736085156408 0.024837670762451098 -0.032116345197994729 0.023842148148280177
leaf_weight=49.446955949068069 17.482639878988266 17.667742669582367 24.267683804035187 17.248974055051804 19.535991966724396 26.944161742925644 340.22222089767456 692.43436822295189 18.442303657531738 1143.7888135015965 109.670824021101 424.49096837639809 31.574038922786713 18.448115020990372 18.027912527322769 22.334969148039818 22.173762395977974 61.966222554445267 50.406836807727814 18.159703820943832 28.478802740573883
leaf_count=133 50 51 69 52 55 79 929 1882 50 3164 308 1182 87 51 50 65 64 167 139 52 84
internal_value=-9.679e-06 0.000188782 0.00905732 0.0179887 -0.000355206 -0.00340811 -0.00240276 -0.00155494 0.00144544 0.000393305 -0.0015308 0.00549192 0.00610658 -0.0312421 -0.00219924 0.00368164 -0.00622865 0.0152896 0.0118305 -0.0175716 0.0323447
internal_weight=3173.21 3137.57 181.774 101.569 2955.8 1097.58 1059.6 1032.66 1858.21 1727.4 1253.46 473.938 55.8417 37.9841 80.2044 62.5366 44.5087 130.815 112.373 35.6423 45.7278
internal_count=8763 8661 522 292 8139 2996 2890 2811 5143 4787 3472 1315 156 106 230 179 129 356 306 102 136
is_linear=0
shrinkage=0.05


Tree=93
num_leaves=17
num_cat=0
split_feature=33 40 33 31 11 21 5 5 5 31 31 8 27 27 3 38
split_gain=4.63501 6.21724 5.93993 5.89557 10.7842 10.4361 4.88591 4.87799 18.0181 7.3268 16.6176 7.12362 6.2019 4.84239 4.53886 2.61372
threshold=0.0042703287206451923 0.0030713528812234682 0.0054637429555784737 0.00035576964593093209 0.61149833706608925 -0.0077991028312612573 0.014101223325073237 0.024713127901306982 0.027832889760787616 0.0014261463083281435 0.0044191426976022538 -90.053993466386089 -0.00088376658830477915 0.001380432439066748 0.038429793795944044 0.0024643540645618027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 3 15 5 -5 6 -2 9 11 12 -11 -9 -4 -1 -10 -3
right_child=1 2 7 4 -6 -7 -8 8 14 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.039389485691635362 0.01242136840583085 -0.034486468413649107 0.0086995981415291038 -0.02654730067234622 0.024415786652570718 -0.013290100804869216 0.042793923058895483 0.010634547299587592 -0.011121106613458574 0.026701118645760913 -0.0078394828256260693 -0.019713487641540049 -0.010539373462165475 0.0001809740135176499 0.00082205875775067218 -0.0068924271877181479
leaf_weight=15.105111584067346 23.010861963033676 17.324849367141724 80.170556604862213 22.830463439226151 18.82372173666954 17.64494514465332 33.374678194522858 21.744939684867859 82.25720340013504 93.86904764175415 54.968613743782043 157.83222745358944 87.35281890630722 15.220212906599043 2310.5042619109154 18.115427821874619
leaf_count=61 63 51 225 65 53 50 94 61 233 256 154 447 242 44 6614 50
internal_value=-9.48325e-06 0.000183239 -0.00026503 0.0115477 -0.00339378 0.0200154 0.0305314 -1.33418e-05 -0.000735697 0.00584272 0.0139143 -0.016007 -0.00130278 -0.0194295 0.000408945 -0.0205814
internal_weight=3070.15 3039.82 2924.14 115.685 41.6542 74.0305 56.3855 2888.7 2572.34 316.361 148.838 179.577 167.523 30.3253 2392.76 35.4403
internal_count=8763 8658 8333 325 118 207 157 8232 7355 877 410 508 467 105 6847 101
is_linear=0
shrinkage=0.05


Tree=94
num_leaves=31
num_cat=0
split_feature=15 13 35 43 39 0 18 17 38 41 31 8 31 29 20 41 41 11 10 10 31 20 42 37 26 26 38 32 11 10
split_gain=5.15861 7.80969 5.77518 5.63672 6.35075 5.52549 4.37719 8.67659 3.69056 3.52126 3.51923 5.79604 4.86214 4.73385 3.87051 3.12675 2.87608 6.58747 3.72265 3.58591 2.90954 2.22245 4.65818 2.02832 2.02347 1.78121 2.19384 1.88377 1.14106 0.43046
threshold=-0.056547475487352512 -1.3095966731494781 0.0061596751510876189 -0.37940952255126059 0.0017146837697394055 0.19518253978587716 0.44041628133342475 -0.17713404575390684 -0.017481216918489025 0.0020638100423047193 0.0059285484442429433 48.673867707457738 0.0016106800622582788 0.0027106532447240821 -1.2953495665006336 0.0047216956402190867 0.0018369425965739301 -0.057478469072646463 36.939343652379328 38.605152199864392 0.0017719300093137897 0.97478142077102403 0.32915304668510686 0.069460224864402745 -0.012975909862710059 -0.017914743919993887 -0.023375138493382238 -0.0058013603888261078 0.09424676983881175 41.961732947683025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 5 3 4 -3 -2 9 -8 -6 -5 11 12 -4 -13 15 -12 17 -1 24 -20 28 22 -21 -16 25 27 -27 -18 -19 -23
right_child=1 2 10 6 8 -7 7 -9 -10 -11 14 13 -14 -15 23 -17 18 20 19 21 -22 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.048657155615027009 0.00024303777792588529 0.039892189548334019 -0.023136908739987052 -0.021252311338520624 0.023359695321177404 0.055482821546351403 0.04953569813408884 0.0014505438017141195 0.0043832175211997474 -0.002352178473962829 0.037572008211800012 0.024700393941582976 0.012310581872997895 -0.00062978604511237468 -0.025586270254227605 -0.010984536195930338 -0.0053710347744752619 -0.002261740018676771 0.033943013270487384 0.041519885525741762 0.017365099420098874 -0.01085083822752843 -0.02503289927721964 0.0044275061440601721 -0.034890403423759354 -0.014925392721777335 0.028633280459734806 -0.031838203249525486 -0.034414983570480694 -0.034171656022623544
leaf_weight=6.3186751417815712 7.8705083504319218 16.285405769944191 43.512023840099573 36.458582278341055 30.526119884103537 11.176752261817454 9.7278721332550031 214.43457921221852 165.28336404636502 77.969667378813028 5.3020532689988604 22.749090559780598 12.161182060837744 93.891838546842337 45.561276189982891 8.2795012257993204 11.812738288193939 4.6436677724123028 6.2845930941402939 5.0278066284954566 6.3689444698393336 4.2409379072487337 5.2311354875564575 6.0740282498300067 18.921646602451801 7.5741130374372005 4.5207867957651597 17.416570197790865 8.321683216840027 6.0859650745987892
leaf_count=62 61 92 472 318 262 81 83 1960 1388 715 55 203 106 885 545 92 153 56 63 50 61 48 54 70 246 97 49 257 106 73
internal_value=7.63284e-05 0.00148143 0.000708406 0.00352481 0.00991531 0.0330388 -0.00046522 0.00358073 0.00737753 -0.008431 -0.00579875 -0.00201792 -0.015296 0.00428459 -0.0156934 0.00774189 -0.00993024 0.00462422 -0.0142738 0.0010262 -0.00968531 -0.00889668 0.00718724 -0.0219573 -0.021171 -0.0146994 0.00104709 -0.021367 -0.0233871 -0.02527
internal_weight=920.033 807.264 788.217 550.686 212.095 19.0473 338.591 224.162 195.809 114.428 237.531 172.314 55.6732 116.641 65.2169 13.5816 112.769 25.653 87.1163 26.8704 19.3343 20.5858 10.2589 51.6353 60.2459 41.3242 12.0949 29.2293 12.9654 10.3269
internal_count=8763 7388 7246 4818 1742 142 3076 2043 1650 1033 2428 1666 578 1088 762 147 1375 285 1090 288 223 225 104 615 802 556 146 410 162 121
is_linear=0
shrinkage=0.05


Tree=95
num_leaves=28
num_cat=0
split_feature=44 2 37 5 40 28 31 28 9 28 31 10 3 28 20 40 28 21 16 8 36 20 20 28 38 29 44
split_gain=4.39866 9.00037 6.18424 6.88687 10.8717 9.8766 6.67718 8.91559 5.81745 5.98648 11.073 8.34723 9.45986 7.62897 5.92595 5.42731 8.05103 5.704 4.37539 4.35618 6.00653 4.11193 4.03179 7.88504 2.75968 2.87787 1.32912
threshold=0.60355339059327384 0.35279600077244716 -0.02076104418634744 0.075865761942592244 0.012151875126531072 -0.0070121353583015031 -0.0030080755352644736 0.098705261350094692 -13.843312065626117 0.089524485080739832 0.017365758993728764 76.589952076096736 0.020878509640049569 0.031970826738653223 0.45231701944168645 0.0097925540867233579 0.082868250816898026 -0.017405309502372329 0.0622837982081932 158.15165389873064 0.007205317000715806 -1.1522449140635087 1.3812548105890496 -0.029280423862877387 -0.057195585955640886 -0.0053848337794568093 -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
left_child=8 21 -3 4 5 -4 -5 -8 9 10 11 12 -1 -13 26 17 -17 -10 -12 20 -19 -2 24 -24 -23 -26 -11
right_child=1 2 3 6 -6 -7 7 -9 15 14 18 13 -14 -15 -16 16 -18 19 -20 -21 -22 22 23 -25 25 -27 -28
leaf_value=0.041956241449163045 -0.013209365224323991 -0.034940665669108091 0.0079574772782751158 -0.013901252443396978 -0.041667155132882987 -0.0080329233650338182 0.02817109975480819 -0.011495516531842548 0.031287939403648456 -0.036526013851811444 0.043204311955565844 -0.036068331911297637 0.00042188244781795947 -0.00019758320421447092 0.0064154482500093923 -0.020421056340303188 0.017675097339695325 0.027738427955387099 0.010356148011603792 0.025529197135773819 0.00064690321264089133 0.0012377791158890766 0.02142218284025614 -0.016212366045191631 0.034542799520050911 0.01177603339026468 -0.017035141284573813
leaf_weight=13.718735769391058 19.195749342441559 16.95628821849823 118.22437331080437 24.458630859851837 20.900752365589142 519.55201697349548 47.794171676039696 19.83931976556778 31.424666911363602 19.283991247415543 19.818107485771179 29.860124826431274 1799.7509756088257 29.898212507367134 19.827968657016754 35.600398823618889 22.480677098035812 24.137248009443283 21.849462106823921 30.464873403310776 134.04697133600712 17.518364369869232 25.794047892093658 29.953985929489136 31.31843014061451 26.684373497962952 19.102062851190567
leaf_count=44 56 47 326 71 61 1422 140 56 86 54 54 83 4942 87 55 99 64 66 63 85 373 52 76 82 91 74 54
internal_value=-1.13948e-05 -0.00292942 -0.00512504 -0.00444043 -0.0062355 -0.00506017 0.00833719 0.0164619 0.00117659 0.000219513 0.000702575 0.000132155 0.000741139 -0.0182354 -0.0155586 0.00794523 -0.00558471 0.0115396 0.0261653 0.00820867 0.00482729 0.00823617 0.0114179 0.00111841 0.0189431 0.0241932 -0.0270261
internal_weight=3169.45 918.191 767.726 750.769 658.677 637.776 92.0921 67.6335 2251.26 1973.11 1914.9 1873.23 1813.47 59.7583 58.214 278.155 58.0811 220.074 41.6676 188.649 158.184 150.465 131.269 55.748 75.5212 58.0028 38.3861
internal_count=8763 2554 2123 2076 1809 1748 267 196 6209 5436 5273 5156 4986 170 163 773 163 610 117 524 439 431 375 158 217 165 108
is_linear=0
shrinkage=0.05


Tree=96
num_leaves=25
num_cat=0
split_feature=28 31 9 5 21 26 16 27 1 10 15 14 4 28 2 31 27 16 28 41 21 36 16 36
split_gain=4.31415 8.75394 8.684 8.76421 7.07426 9.17417 7.46676 7.75542 8.51248 6.99058 7.33317 6.8056 6.25448 6.25235 5.64323 5.23394 5.19802 5.10584 4.49159 3.17535 3.08427 1.82671 1.52119 1.98568
threshold=-0.054691144646274253 -0.0088281796337112989 -34.963237276862095 0.047746888731244989 -0.041676306657786773 -0.003739933379209969 0.11105595836752812 0.019580596370733151 0.14062424250331548 22.894091455745791 -0.18524440914727752 0.86906331732856112 0.63205939629990249 -0.012210989686116173 0.14292919790536637 -0.027475857960602392 0.026830394613747876 0.081489911814430008 -0.076246129466940524 0.0035055683556391936 0.012812630470935673 -0.043309405679771588 0.036234423863253089 0.0070469034926684557
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 -1 5 -3 7 8 -6 21 -11 13 -7 22 -13 -12 20 -9 -4 -16 -8 -5 -2 -24
right_child=1 4 18 9 6 12 16 17 -10 10 15 14 -14 -15 19 -17 -18 -19 -20 -21 -22 -23 23 -25
leaf_value=0.035214126836078934 -0.043727325200068556 -0.011893151230461066 0.01062832691052415 0.028395661314247162 -5.8768242980224588e-05 0.050980647203519774 -0.013982807659686361 0.031670470504217278 -0.034713978434125992 -0.030569776303728605 -0.020766620831360716 -0.028510416782506778 0.010792406749187092 0.0028075157543529759 0.024469628206787324 0.005408703757362885 0.0027632240554492302 0.0035088432868749832 0.042152435305607396 -0.0021299593489309018 -0.040471921888859952 0.0054754392493204249 -0.012642781342651425 -0.03615677330735205
leaf_weight=17.461712956428528 18.044866248965263 18.045537561178207 24.161908447742462 18.509819537401199 2495.1992786079645 19.574572294950485 25.057291939854622 31.348305970430374 17.749137192964554 26.985893025994301 25.481128022074699 14.01802437007427 19.951827555894852 17.256803184747696 17.366073206067085 74.981895759701729 22.828217878937721 33.943405017256737 22.223659098148346 30.518867611885071 20.943765670061111 17.629360660910606 18.03099063038826 20.064422994852066
leaf_count=50 67 51 69 52 7023 53 75 87 53 79 83 49 55 51 54 216 69 100 64 95 80 52 65 71
internal_value=-1.01035e-05 -0.000542471 0.00661281 0.00163283 7.67924e-05 0.0174023 -0.000298779 0.000133488 -0.000306902 -0.00194048 -0.0074728 -0.0129494 0.0308993 -0.0232391 -0.000650604 -0.00119465 -0.0165401 0.0171342 0.0258975 0.00744341 -0.0262131 0.0173987 -0.0313251 -0.0252205
internal_weight=3067.38 2839.94 227.435 181.05 2704.64 57.5719 2647.07 2578.24 2512.95 163.588 127.449 135.3 39.5264 73.3971 61.903 100.463 68.8293 65.2917 46.3856 47.8849 46.0011 36.1392 56.1403 38.0954
internal_count=8763 8098 665 532 7646 159 7487 7263 7076 482 378 452 108 254 198 299 224 187 133 149 155 104 203 136
is_linear=0
shrinkage=0.05


Tree=97
num_leaves=31
num_cat=0
split_feature=0 35 41 44 39 32 10 19 37 21 39 31 31 28 16 35 27 41 27 20 40 20 16 41 18 7 44 12 29 19
split_gain=4.99551 4.74688 3.97673 6.76373 7.21328 10.439 4.66027 9.31375 11.2686 4.85505 4.24622 3.73501 3.21719 5.56617 7.4616 7.22254 4.98978 4.29244 3.59666 3.46109 3.17293 2.95418 2.93739 2.86639 2.70507 2.10538 1.83487 1.09626 2.53962 0.851429
threshold=0.10191204891055021 0.0061596751510876189 0.0014016971353901174 0.25881904510252057 0.0037209066141763044 0.00064447186650901371 33.982656311045027 0.32637746118396288 0.0054563285153264038 0.0031872781044471961 0.0044688986845416558 -0.0039600092912707744 0.0059285484442429433 0.048356399128317816 0.05231272635086124 0.015108823458183986 0.008287849643252276 0.0029327763355029633 0.010006418862833825 -1.2953495665006336 0.0035262669004032503 2.4968159010815083 0.10816583675886156 0.0047216956402190867 0.61630747216750892 13.077814458226113 0.37940952255126048 0.034557932575623382 -0.0065319897313307331 0.88768343833029795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 3 4 5 -2 21 8 -8 -9 20 -6 13 16 15 -15 17 -3 -18 23 -5 26 29 -14 -12 -1 -4 28 -27 -21
right_child=1 12 6 10 11 -7 7 9 -10 -11 24 -13 19 14 -16 -17 18 -19 -20 22 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0095649410016935346 0.014406388693657441 -0.018585509748435255 -0.011812431983533961 0.0082085486408452271 0.03222824404826391 0.060402674678384664 0.010859383150813251 -0.003759505813078988 0.082197708030540426 0.022622116954369276 0.025632462342803121 -0.0042475492518601696 0.035225250908307665 0.010667374662164457 -0.025295610749515515 0.082663114122073444 0.052960864472425179 -0.000706097230085592 -0.0010697631063625143 -0.014473429547253863 -0.0189525278758798 0.013277571058060118 0.010316306352955719 -0.010861176997542736 -0.0095671406672579572 0.017381164378505311 -0.035095737433383171 -0.030135011413078151 -0.033681039245055361 -0.030264160480767983
leaf_weight=5.4184545353054991 37.537290900945663 53.94264380633831 27.035608045756817 15.320594154298304 8.5909389890730363 18.656240664422512 107.4059499502182 288.68256223574281 5.7726120948791495 18.425787124782801 17.482377260923389 35.815727051347494 5.470883470028638 8.339321397244932 5.564790152013301 6.1701316609978667 6.0099670365452749 90.267168845981359 5.8474625982344151 14.417669802904127 34.069536495953798 7.9583114199340335 6.3797794692218295 8.2498686239123327 7.6025268323719493 4.554140392690897 13.126532375812529 20.488082069903612 4.8737920783460158 30.087224598973989
leaf_count=73 293 510 302 119 83 131 980 2604 51 172 156 316 55 71 65 52 51 908 59 168 286 97 77 93 70 49 162 273 64 373
internal_value=7.93304e-05 0.000822345 0.00306797 0.00949709 0.0179512 0.0298461 0.000652794 0.00235159 0.0146114 -0.00215355 -0.0018643 0.00275329 -0.00515792 -0.0016225 0.0230512 0.041982 -0.00484091 -0.0074369 0.0261115 -0.0147023 -0.0104267 -0.014055 -0.0207291 0.00727503 0.0147703 -0.018323 -0.0196148 -0.0235558 -0.00856724 -0.0253047
internal_weight=919.564 884.23 643.483 175.075 100.6 56.1935 468.407 420.287 113.179 307.108 74.475 44.4067 240.747 176.141 20.0742 14.5095 156.067 144.21 11.8574 64.6054 49.3901 48.1205 50.8847 13.7208 25.0849 35.3345 40.1621 29.916 9.42793 44.5049
internal_count=8763 8304 5822 1454 823 424 4368 3807 1031 2776 631 399 2482 1716 188 123 1528 1418 110 766 405 561 618 148 226 459 464 386 113 541
is_linear=0
shrinkage=0.05


Tree=98
num_leaves=31
num_cat=0
split_feature=35 28 43 31 2 11 1 31 21 15 20 10 5 14 19 14 44 40 28 21 25 40 40 1 36 5 28 20 14 27
split_gain=4.43644 9.79207 7.65415 9.86438 10.3577 9.17507 8.69151 18.9108 9.04697 7.85429 7.18751 8.18725 7.15737 7.78086 6.97722 6.56914 6.83365 5.99581 5.78183 6.63298 6.23495 7.27553 5.68442 5.41988 4.99449 8.49129 5.8145 5.09385 4.48407 4.72611
threshold=-0.0065857029544268966 0.0031661553528008028 1.0000000180025095e-35 0.0013217093023833047 0.6575910119106918 0.97516923645786002 0.024157268377189883 0.0024120163099084838 -0.011279355637019657 -0.12285460783863518 -0.24775016720718293 68.332716513005678 0.070973076207043032 0.25431295548975136 0.90093700544496347 0.24707272032894162 0.37940952255126048 0.0057118294540984054 -0.029280423862877387 -0.018795796499877959 -0.027486667323302506 0.0072900940597404726 0.0029238602150773612 0.044566910586626589 -0.023133359885742662 0.064519996835624274 -0.054691144646274253 1.3070666357044256 0.4048037811976441 -0.0021182696055701794
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 15 5 6 9 7 -5 -8 -4 11 -6 13 23 -12 16 -2 -18 24 -20 -21 -22 -11 -3 25 -1 -26 -28 -15 -30
right_child=2 12 3 4 10 -7 8 -9 -10 22 14 -13 -14 28 -16 -17 17 -19 19 20 21 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.037527884240222388 0.015723855136545128 0.0082644079502011813 -0.020033349579589112 -0.024344355411644182 0.012595534110766214 0.040571918931232021 -0.0080655601073269488 0.035433817466110615 -0.031651410586356669 -0.0097285109857126739 -0.0027685865827031062 -0.012396257149602859 0.024463666546414763 0.031516082607234978 0.018903288330526319 -0.0049992488304262186 -0.025672738094584948 0.0074056169843817674 -0.026420547443771997 -0.02521074688243656 -0.0039119215957652163 0.029539829083352832 0.00842907111374115 -0.026043534275278269 -0.015967283221705732 0.0034167013409374305 0.02208536703542642 -0.011647349233602456 0.024080120983858606 0.0038975870918814613
leaf_weight=24.262854665517807 82.130651891231537 18.926226526498795 28.6070946007967 23.271233096718788 49.050971031188965 19.136117830872536 208.83743217587471 30.264131039381027 50.777650982141495 47.04368183016777 56.860886842012405 97.676620990037918 66.228979766368866 21.936165928840637 104.88411065936089 1124.6413840800524 24.111474573612213 31.138490259647369 39.844081461429596 26.501120626926422 98.431567579507828 19.34541130065918 477.86255274713039 28.466949880123138 49.829109191894531 74.381573766469955 27.889005124568939 18.35589075088501 35.62337201833725 160.01262024044991
leaf_count=69 225 51 80 65 134 55 563 82 137 140 157 271 186 59 300 3106 66 86 108 72 266 53 1336 77 141 214 84 51 97 432
internal_value=-1.1674e-05 0.00346749 -0.00101952 0.0018468 -0.00250871 0.00658314 -0.00891806 0.00935874 -0.0127083 0.00539193 0.00398241 -0.00400457 0.00974866 0.00604389 0.0112567 -0.00373586 0.00656637 -0.00695998 -0.00201164 -0.00837039 -0.00333616 0.00156066 0.00679067 -0.012249 0.00397663 0.0118869 -0.00409723 0.00859178 0.0100553 0.0076086
internal_weight=3166.33 710.035 2456.29 1194.27 621.623 572.649 313.15 53.5354 259.615 553.513 308.473 146.728 331.194 264.965 161.745 1262.02 137.381 55.25 378.841 184.122 144.278 117.777 524.906 47.3932 194.718 98.6444 96.074 46.2449 217.572 195.636
internal_count=8763 1960 6803 3320 1709 1611 847 147 700 1556 862 405 902 716 457 3483 377 152 1058 499 391 319 1476 128 559 283 276 135 588 529
is_linear=0
shrinkage=0.05


Tree=99
num_leaves=31
num_cat=0
split_feature=20 28 28 10 20 28 15 15 44 29 20 20 5 21 40 10 28 38 28 28 21 35 5 17 42 15 21 28 28 41
split_gain=4.36003 8.26715 9.38575 7.64402 5.68414 10.2949 9.28656 9.49358 8.69703 8.54133 8.31437 7.89222 7.30091 8.48078 7.99287 6.90343 11.8291 10.7916 8.68073 6.48292 5.71311 5.57525 5.55372 5.42434 5.33388 4.21514 3.91756 3.45672 2.91573 2.27646
threshold=4.7764982782858256 0.023185633735225922 0.045904068984946082 29.232579593867673 0.60306638702306781 0.033596115193832397 0.56004798334621908 1.0349204589642762 -0.12940952255126037 -0.0015682580822511392 0.2537836138834339 -0.68060857042283551 0.024713127901306982 -0.0086895652790918761 0.012351011182235078 38.605152199864392 0.018754816007185284 -0.0007180803528933909 -0.14855972285802657 -0.011101925288637602 -0.030690498803829982 0.0085087957930194431 0.039741278609867377 -0.63453577401954953 0.90523821401845794 1.0000000180025095e-35 -0.015949256185314144 0.054595127979748699 0.00053406443006437864 0.0048246095344034795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 8 10 11 9 21 -7 -8 13 -10 -14 16 17 22 -17 25 -11 -1 -6 -21 -9 -20 -18 -12 -5 -4
right_child=1 2 29 28 15 6 7 24 12 20 27 -13 14 -15 -16 18 26 -19 19 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00077261878970680579 -0.0023091694324177546 -0.033971740423358508 0.021788674358306937 0.047580470783758794 -0.0056495269162569377 0.048847685545196695 -0.02281047906991851 0.017483611266053158 0.016086072046617054 0.011274362694976283 0.0047825009780014865 0.0012670742251510497 -0.0027474652647038939 -0.012211603633404983 0.014396485818077849 0.042421147219244504 -0.030270475881508743 0.034394304558149111 -0.0055525200674722492 0.00068883740013699372 -0.011380997064757717 0.022491485313410706 0.0081393976973915243 -0.0094628882870617086 0.00094504939683436691 -0.026182593911863478 -0.0040153259221890605 0.027646330259826907 0.021388339901817533 -0.001084180575895559
leaf_weight=123.61062033474445 23.382264152169228 18.589741140604019 18.171492397785187 19.331865817308426 120.41377073526382 21.146076798439026 40.303943425416946 140.12491902709007 148.9460905790329 29.741424769163132 46.687091559171677 214.06886887550354 504.32426239550114 31.91534149646759 78.457177639007568 8.7951450943946821 32.869351893663406 29.369151622056961 40.484885483980179 234.95213630795479 377.60384108126163 32.309567376971245 184.32757091522217 296.47496372461319 75.761729657649994 66.886508017778397 25.882429331541061 26.144453644752502 26.636518627405167 25.912289798259735
leaf_count=362 69 54 50 54 346 58 112 387 413 86 131 589 1426 89 233 25 97 81 118 667 1093 95 535 892 212 197 74 71 74 73
internal_value=-1.13199e-05 0.00887187 -0.00422174 0.0207659 -0.000413368 0.00121773 0.00687569 0.00399283 -0.00118475 -0.00589998 0.0212287 -0.0025357 0.00228698 0.011061 -0.000428802 -0.00338271 0.00183613 0.00548712 -0.00655623 -0.00724493 -0.00971223 0.00402742 0.00267445 -0.00496596 0.011706 -0.0184629 -0.0188155 0.0130852 0.0325913 0.0082589
internal_weight=3063.63 132.024 62.6735 69.3506 2931.6 1891.15 564.237 470.259 1326.91 563.265 93.9776 254.373 763.643 180.861 582.781 1040.46 392.862 334.11 647.594 638.798 407.345 155.92 304.741 531.427 215.887 107.371 58.7518 72.8315 45.9684 44.0838
internal_count=8763 374 177 197 8389 5357 1560 1300 3797 1636 260 701 2161 502 1659 3032 1133 962 1899 1874 1179 457 881 1559 599 315 171 202 128 123
is_linear=0
shrinkage=0.05


Tree=100
num_leaves=31
num_cat=0
split_feature=39 41 19 14 19 3 29 29 14 31 44 39 0 0 21 44 16 38 19 41 10 7 39 29 29 8 19 25 16 29
split_gain=4.82732 3.35932 5.63079 3.22918 8.1881 10.1768 7.63769 6.02007 5.62681 4.00009 3.79549 3.34551 5.45955 6.68548 5.31069 6.51143 4.93432 2.63039 7.01118 5.33533 3.80247 1.98388 1.67158 2.32518 3.51562 1.56092 3.35296 1.55861 1.40716 0.801792
threshold=0.011662877357767392 0.00012343902594122124 0.63281003758030918 0.64195144284531735 0.32230419211617306 0.051370951514548062 -0.0006912270139829978 0.00028773146219496232 0.61627809459490401 0.00093942940457225404 0.1294095225512602 0.0077888386115400722 0.19518253978587716 0.22983378250826364 0.0052652533718234229 0.37940952255126048 0.024748396467124321 0.027751169402414847 0.91350599818813139 0.0074198554175558809 58.502880408221323 14.453737572608915 0.015315704334242628 -0.008593658782800882 0.0051879039348657905 -87.686548223711938 0.12132599776202792 0.020998917468899574 0.031816504680536865 -0.021907722859810404
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 -3 9 -9 -6 -7 12 21 -14 16 -16 -13 22 19 -19 -21 -5 28 25 -25 26 -24 -20 -2 -30
right_child=17 3 -4 11 7 10 -8 8 -10 -11 -12 14 13 -15 15 -17 -18 18 27 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0033696229435219343 0.00025580227668273701 0.01829052120415918 0.048804023769851372 0.0072850096149392491 -0.017252701537387973 -0.017286528328079344 0.08632641736810806 0.0065619120569966874 0.051835597202975731 0.0014290828874908837 0.025762006106931901 0.048881399170263191 0.032107724648848389 -0.0033179866460881996 0.052217788248095323 -0.014674520313867196 -0.00088602725727173447 0.047216079853559745 -0.034550285631833343 0.027698903741595227 -0.033672410918707332 -0.027182418840753078 -0.02639857005306645 0.033383860492047272 -0.023123771383014535 -0.034104896291518472 0.033079452176107513 -0.0021523643161912515 -0.008376638629677774 -0.035044138509593648
leaf_weight=10.615921169519426 3.9267542324960258 7.9830819368362453 9.6661770492792112 4.534877009689807 49.491477712988853 10.817388385534288 9.1266762688755971 123.11563615500927 7.2222521752119055 66.794298373162746 9.4919119551777822 5.125996306538581 13.73377053812146 346.38491560518742 11.670984085649254 5.0644904635846606 103.32873952761292 9.4419000893831271 10.989533871412279 4.5877087041735631 5.309538409113884 30.631050977855921 6.5988025926053542 6.3631412349641305 4.6141644716262817 9.2755296044051665 3.5326911248266697 6.1166981160640708 3.980134021490815 19.654404856264591
leaf_count=90 36 62 71 57 441 99 60 1038 63 567 87 43 136 3126 109 59 1053 95 153 53 74 378 96 72 56 143 48 79 63 256
internal_value=8.00539e-05 0.00131166 0.0213678 0.000797233 0.00508838 0.0268592 0.0551635 0.00175538 0.00914676 -0.00648696 0.00261563 -0.00153553 -0.00379894 -0.00194454 0.00556852 0.0317109 0.00146298 -0.0106189 0 0.0204856 -0.00473208 -0.0225878 -0.0172294 -0.0088461 0.00918593 -0.0192968 -0.00505023 -0.0233361 -0.0262252 -0.0308181
internal_weight=919.191 824.8 20.2821 804.518 284.043 37.4191 17.1098 246.624 130.338 116.286 20.3093 520.475 395.285 360.119 125.19 16.7355 108.455 94.391 36.4454 19.3391 9.89725 35.1659 57.9456 30.3843 10.9773 19.407 10.1315 17.1062 27.5613 23.6345
internal_count=8763 7539 161 7378 2417 308 122 2109 1101 1008 186 4961 3697 3262 1264 168 1096 1224 454 222 127 435 770 415 128 287 144 232 355 319
is_linear=0
shrinkage=0.05


Tree=101
num_leaves=31
num_cat=0
split_feature=35 28 43 32 38 1 7 32 3 28 28 11 28 5 16 33 25 25 42 28 1 31 38 0 28 44 38 0 7 41
split_gain=4.10661 9.22944 7.15434 10.0047 11.9684 9.19355 8.10727 7.53994 8.95442 7.51316 8.98932 9.48492 6.81497 6.65644 6.35658 7.80505 5.89284 7.174 5.83746 5.69019 12.2875 12.0488 5.65239 5.55052 5.4221 5.33194 6.32857 5.00641 6.98559 4.85048
threshold=-0.0065857029544268966 0.0031661553528008028 1.0000000180025095e-35 0.002009371660211499 -0.026055968048191321 0.041180178043926367 36.418051100209745 0.0013795539037760758 0.033551955257430897 -0.047970953984325417 0.0086010771507779252 0.89814016126399998 -0.031226921234289502 0.070973076207043032 0.022502661382039126 0.009166123206178994 0.0011452502670855388 0.0072457639317700844 0.70104512253396323 -0.0026984797085474132 0.057144964058190167 -0.001812871709782687 -0.008241362753760249 0.83749597591895164 -0.029280423862877387 -0.5 -0.02130806693992959 0.26712221833580235 45.672530946407953 0.005576641689708335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 7 4 6 23 12 16 -9 -5 -11 -12 -4 22 -10 -16 19 -18 -7 20 -2 -21 -3 -6 -1 26 -26 -24 -29 -28
right_child=2 13 3 9 5 18 -8 8 14 10 11 -13 -14 -15 15 -17 17 -19 -20 21 -22 -23 27 -25 25 -27 29 28 -30 -31
leaf_value=0.0038291973812029281 0.012914495758963319 0.017515992490835405 0.017035570903692274 -0.012816739927111513 0.00074485746519236773 -0.013291790600217585 0.03074361379947485 -0.047674414238897858 -0.039954740065369886 0.028663541126071914 -0.023892243151999174 0.012760242920439917 -0.022814663718241337 0.023673777819150067 0.010395967067596507 -0.0095458364607430152 0.013091763270123244 -0.020234888669145287 -0.0011610221524817595 -0.026820595127255278 -0.0097630759056590785 -0.0028929224139266356 -0.02069688097368055 0.019459757045537249 -0.014964324147202305 -0.01525909661493758 0.029122304415636759 0.019960008326739952 -0.0023393674820039261 -0.0039871320924137503
leaf_weight=194.00061050057411 142.60911293327808 74.74904191493988 26.887607201933861 28.046237736940384 428.04917564988136 219.36631745100021 48.496927231550217 14.543394252657889 14.718530207872389 72.985435336828232 21.10965684056282 103.50669154524803 17.688162431120872 65.912038683891296 57.652007907629013 319.53432604670525 118.64903250336647 18.495062738656998 182.73659160733223 60.354335397481918 102.44238156080246 412.10647574067116 22.677626669406891 43.646806478500366 31.702605783939362 108.27553018927574 24.433276236057281 49.801132529973984 117.53253588080406 19.676782518625259
leaf_count=559 393 203 84 80 1174 596 149 44 40 204 58 303 50 186 157 895 325 52 502 165 292 1120 61 120 86 294 66 134 318 53
internal_value=-1.07232e-05 0.00333982 -0.000980706 0.0017929 -0.000414905 -0.00223615 0.0166139 -0.00360736 -0.0092141 0.0112712 0.0147201 0.00649715 0.00109496 0.00944222 -0.0077623 -0.00648258 -0.00093436 0.00854948 -0.00779303 -0.00275499 0.00341376 -0.00596516 0.0058728 0.00249093 -0.00198513 -0.00813844 0.00197211 0.00125934 0.00427537 0.014264
internal_weight=3162.39 708.761 2453.62 1192.52 966.872 873.799 93.0727 1261.1 406.448 225.648 197.602 124.616 44.5758 330.672 391.905 377.186 854.656 137.144 402.103 717.512 245.051 472.461 264.76 471.696 378.089 184.088 75.8127 190.011 167.334 44.1101
internal_count=8763 1960 6803 3320 2675 2392 283 3483 1136 645 565 361 134 902 1092 1052 2347 377 1098 1970 685 1285 716 1294 1058 499 205 513 452 119
is_linear=0
shrinkage=0.05


Tree=102
num_leaves=16
num_cat=0
split_feature=33 40 31 11 21 33 27 31 40 3 40 20 3 23 42
split_gain=4.13807 5.88978 5.54453 10.0149 9.7981 5.51427 4.66445 4.10571 5.27082 11.0115 8.84784 4.3719 2.81228 4.21447 2.58005
threshold=0.0042703287206451923 0.0030713528812234682 0.00035576964593093209 0.61149833706608925 -0.0080771749343561822 0.0054637429555784737 0.001380432439066748 0.021325839060730514 0.015169236847580049 0.11263952979781101 0.016684974784509959 0.46656328648531925 0.028772154783566244 0.011612564428135718 0.52356547766834949
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 12 14 -1 8 9 -7 -10 -9 13 -2 -3
right_child=1 5 3 -5 -6 7 -8 11 10 -11 -12 -13 -14 -15 -16
leaf_value=-0.038680354591310286 0.0047538119560721652 -0.033936747270884131 -0.025704544288345635 0.023592251028721277 -0.01116605157307487 -0.000371514730600829 0.00056352875511836941 0.029072140545824965 -0.033864503058313372 0.0174276786060471 -0.0031571981052749259 -0.00095725779867930454 0.047126887253129301 0.038770649766430347 -0.0064263712055165944
leaf_weight=14.547402307391168 18.356571644544601 16.993129551410675 22.632515758275986 18.69794824719429 19.020403772592545 2601.3605166971684 15.158805847167967 24.705784112215042 29.77488599717617 89.788102060556412 111.59422920644283 23.08008599281311 17.401438295841217 18.800812005996704 18.192889213562012
leaf_count=61 50 50 65 53 54 7406 44 70 95 259 336 66 50 53 51
internal_value=-1.14173e-05 0.000169288 0.0112685 -0.00327882 0.0195011 -0.000266825 -0.0185521 -2.44101e-05 -0.000271579 0.000221109 -0.00967942 0.0144921 0.0302847 0.0221576 -0.0199128
internal_weight=3060.11 3030.4 114.91 41.3305 73.5792 2915.49 29.7062 2880.3 2832.52 2691.15 141.369 47.7859 54.5588 37.1574 35.186
internal_count=8763 8658 325 118 207 8333 105 8232 8096 7665 431 136 153 103 101
is_linear=0
shrinkage=0.05


Tree=103
num_leaves=26
num_cat=0
split_feature=0 19 15 17 35 17 33 20 43 39 18 31 12 4 21 41 28 21 10 7 12 29 43 5 41
split_gain=4.58063 4.3824 5.03642 8.19575 5.57935 7.12271 5.48442 5.08546 4.20386 5.12537 4.47404 3.9794 6.2697 4.3396 3.87294 3.98603 5.99565 4.3048 2.30985 2.00208 1.1083 2.45588 1.08606 0.579992 0.430005
threshold=0.10191204891055021 0.96278875959964283 1.0969356899530494 0.90602236119374768 0.0035584850531994454 1.864868209708666 0.0082958098810985113 -2.7740007274568468 1.0000000180025095e-35 0.0017146837697394055 0.44041628133342475 0.00065425259942504348 0.033580176966474161 0.94339718632747294 -0.014604871610926677 0.0011364742100873953 0.033097623241201572 0.01443483449980777 65.034470585973764 13.077814458226113 0.034557932575623382 -0.0065319897313307331 0.25881904510252091 0.029128120969583293 0.018367720430647078
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 7 -4 6 -6 -5 22 9 -9 -10 12 -3 18 23 16 -16 -17 -14 -1 21 -21 -2 -13 -22
right_child=1 11 3 4 5 -7 -8 8 10 -11 -12 14 13 -15 15 17 -18 -19 -20 20 24 -23 -24 -25 -26
leaf_value=0.0091899649711196414 -0.035482525120883797 0.041523925218462224 0.071608430284376551 0.060201626023073079 -0.023103971016423658 0.02247547288019118 0.010187845340072917 0.032061814170426917 -0.0087040950121987284 0.0041931720106185939 0.0029803639026297923 -0.012779105023241916 0 0.024343460822151733 0.046510090848719342 -0.017183611134554098 -0.018902349518482037 0.025601409195006038 -0.035118645851488627 0.017289983833556094 -0.034738520478176139 -0.033498577976655543 -0.0095330297322813572 -0.035138714807981829 -0.015589587878943196
leaf_weight=5.4587334133684626 10.568840552121403 9.4073593914508802 5.8594343513250342 8.5612633675336856 19.426608700305223 15.132063195109366 15.937421239912508 17.381206654012203 148.88795430585742 319.60286263003945 181.10636912286282 4.5551422834396389 8.2407091744244152 8.0970162153244001 7.6099409461021406 55.738309126347303 6.2106180638074875 6.3953802846372119 10.138734824955462 4.5595437847077847 14.309022400528194 4.6464491039514559 7.655579086393117 18.038153897970915 5.3989954888820639
leaf_count=73 107 73 46 60 187 141 147 102 1477 2882 1714 44 88 74 58 556 65 76 106 49 197 64 75 226 76
internal_value=7.47092e-05 0.000776901 0.0022721 0.0155769 0.00982151 -0.00299476 0.0280425 0.0010022 0.00172289 0.00565452 -0.00227736 -0.00752454 0.00662692 -0.0056938 -0.0127296 -0.00721733 0.0168315 -0.0126654 -0.0192573 -0.0178003 -0.0230823 -0.00789124 -0.0249662 -0.0309272 -0.0298503
internal_weight=918.924 884.551 750.12 64.9168 59.0574 34.5587 24.4987 685.203 666.978 336.984 329.994 134.431 35.8838 26.4765 98.5475 75.9542 13.8206 62.1337 18.3794 34.3727 28.914 9.20599 18.2244 22.5933 19.708
internal_count=8763 8304 6938 581 535 328 207 6357 6175 2984 3191 1366 341 268 1025 755 123 632 194 459 386 113 182 270 273
is_linear=0
shrinkage=0.05


Tree=104
num_leaves=31
num_cat=0
split_feature=39 5 3 5 42 13 36 39 33 7 15 31 21 28 11 27 31 5 16 15 19 29 8 33 26 38 31 29 29 5
split_gain=4.1963 9.51182 10.6216 8.05609 9.05038 10.3928 10.0656 8.08612 8.55983 6.77995 11.0942 8.80347 13.02 11.3804 11.9305 10.8689 8.15895 6.07591 5.98994 5.64194 8.16446 5.84595 5.4443 5.1693 4.23314 4.32056 4.13609 3.41407 3.49059 2.75322
threshold=0.0042581516941850566 0.037702785658863328 0.038429793795944044 0.049462983288923339 0.46803348443858156 -1.209497550702723 0.023378845460887091 0.0052719405653007404 0.012862584260910843 80.420849967881253 1.024729889886171 -0.001812871709782687 -0.019316801312410887 -0.0035556165959772603 0.32145302136931569 -0.0039406021352942642 -0.00057865233541148941 0.037407195751759902 0.014914170448107869 0.51947877129564102 0.54960287881799486 0.0095336145292574965 115.54285201402196 0.0066157313112728813 0.011633547690752649 0.016570680986456757 0.021325839060730514 0.0076030430455660278 0.0033466122177291395 0.020007972527114268
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 17 -3 4 5 -4 -6 8 -5 10 11 12 -1 14 -13 -14 -15 18 29 20 -20 -21 27 -11 25 -25 -9 28 -12 -2
right_child=1 2 3 7 6 -7 -8 26 -10 23 22 13 15 16 -16 -17 -18 -19 19 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.017627230693321269 0.0098257936788319778 0.041045859677312835 -0.011907944501275162 -0.0095076665582576759 -0.015706580341413603 0.013078088188122531 0.013083331888379244 0.00043841459127404788 0.02589289247737462 -0.011421147968439987 -0.017616813144447584 -0.0097726139482941614 -0.0030941565835470378 0.018804334350734822 0.025433167338612561 -0.028689615838430733 -0.00512088491058715 0.034303101539597779 0.0023431646624734862 0.010837151261447594 -0.022487282689687995 -0.015049272437574028 0.00070965548050073741 0.0074878767836680299 -0.0014656869408703991 0.033023393251085387 -0.015412056030224504 -0.0099050132603784591 -0.045272206918649138 0.034829524668700915
leaf_weight=32.347360283136368 22.116921305656433 14.826526582241057 73.083463996648788 23.4912368953228 254.55140402913094 96.196479022502899 34.201947301626205 964.39217689633369 60.351603448390961 26.816294297575951 19.703251481056213 33.987296208739281 77.489544004201889 39.202747821807861 80.563550844788551 90.415466532111168 376.13876388967037 18.766606152057648 241.0603840649128 277.84514451026917 38.250295370817184 23.425735414028168 22.084569528698921 33.870462000370026 32.604042589664459 33.685730576515198 42.881560295820236 20.49798396229744 30.457967489957809 23.557984530925751
leaf_count=91 60 42 198 65 693 264 94 2733 174 78 56 95 216 108 226 251 1024 51 655 753 103 65 62 92 91 92 124 58 85 64
internal_value=-9.09166e-06 0.00118433 -0.000920003 -0.0013275 -0.00689321 0.00226065 -0.0122758 0.00100473 0.0159152 -0.00278959 -0.00445298 -0.00237479 -0.0113049 0.000992079 0.0149446 -0.0169157 -0.00284664 0.00629376 0.0054411 0.00405691 -0.00104619 0.0088034 -0.02074 0.0079459 0.0131872 0.0203246 -0.00023287 -0.0275062 -0.0345654 0.0228792
internal_weight=3158.86 2209 1563.98 1549.15 458.033 169.28 288.753 1091.12 83.8428 949.865 822.889 730.145 200.252 529.892 114.551 167.905 415.342 645.023 626.256 580.582 279.311 301.271 92.7438 126.977 100.16 67.5562 1007.27 70.6592 50.1612 45.6749
internal_count=8763 6138 4387 4345 1249 462 787 3096 239 2625 2272 2011 558 1453 321 467 1132 1751 1700 1576 758 818 261 353 275 184 2857 199 141 124
is_linear=0
shrinkage=0.05


Tree=105
num_leaves=28
num_cat=0
split_feature=20 28 28 10 20 15 31 44 37 28 27 27 10 31 42 25 40 14 31 3 4 35 36 39 28 41 36
split_gain=4.05697 7.69009 8.67342 7.05127 5.26785 7.49783 7.95401 7.3918 8.66401 16.4203 9.86376 10.1045 7.20269 6.05926 5.26204 6.70257 6.17687 5.34242 5.26109 5.17177 4.66114 4.50335 4.19272 4.45965 2.72119 2.13902 1.86064
threshold=4.7764982782858256 0.023185633735225922 0.045904068984946082 29.232579593867673 0.44511781961990554 0.63696312780327513 -5.4304648059950234e-05 0.37940952255126048 -0.0010314925919517879 0.030751098907584377 0.019580596370733151 0.014266117202556753 74.410179809783912 0.01098319437539126 0.61904761904761962 -0.00073108772031021463 0.015169236847580049 0.2922362724996263 0.00087598003003121455 0.083089895161055208 0.83890508584386125 0.011118548199322788 -0.0089427450944395952 0.0023757534836233388 0.00053406443006437864 0.0048246095344034795 0.0050763017724414503
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 7 14 -7 8 9 21 11 -10 13 18 15 16 -6 -16 -9 -15 -14 -1 -8 -24 -5 -4 -11
right_child=1 2 25 24 5 6 22 12 10 26 -12 -13 20 19 17 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=-0.0026271559870716323 -0.0021720612915458342 -0.032908118161287428 0.020945323084853491 0.045802806504067053 -0.0004767589759679862 -0.035170834574388209 -0.029506922741026721 0.0013665194795028208 -0.0036156583129334121 0.043738195021745682 0.024700442659718914 -0.028582022794910306 0.040606969795478176 -0.021709141131238119 0.025804760101898239 -0.031289230373551483 -0.019245626687168903 -0.0021389232985286502 0.011292456337846703 0.0061512245644564931 0.0097844869080914859 0.021220869524964547 0.021967550752142784 -0.00722367604710059 0.020513191924008863 -0.00121309639143003 0.022199761083252858
leaf_weight=152.80044858157635 23.329396650195122 18.377051010727882 18.207182496786118 19.405181735754013 966.85711200535297 29.4937664270401 19.249900370836258 298.31090414524078 643.23996749520302 24.90644770860672 28.590234488248825 43.251317203044891 22.630819946527481 39.419756859540939 35.599038571119308 18.946257442235947 45.859771355986595 32.226066529750824 243.52312779426575 28.348480194807053 28.037067025899887 22.629477098584175 14.023898124694822 167.91715161502361 26.64167919754982 25.901453644037247 19.607526749372482
leaf_count=444 69 54 50 54 2775 89 56 856 1839 68 80 126 62 107 99 54 146 90 660 79 76 66 39 524 74 73 54
internal_value=-1.14666e-05 0.00856248 -0.00409259 0.0200221 -0.000399915 -0.00272473 -0.0109203 0.00153546 -0.00132027 0.00734801 -0.0039941 -0.00519984 0.00558668 0.0040691 -0.000999839 -0.0018914 -0.00133344 0.0124705 0.00583814 -0.00998916 0.0237027 0.000430958 -0.00732467 -0.00493534 0.0313553 0.00784705 0.034434
internal_weight=3057.33 131.862 62.4857 69.3763 2925.47 1330.17 230.685 1595.3 935.025 219.944 715.082 686.491 660.27 609.602 1099.49 1031.66 1012.72 67.8251 541.834 67.7682 50.6679 175.43 201.191 181.941 46.0469 44.1086 44.514
internal_count=8763 374 177 197 8389 3872 708 4517 2677 632 2045 1965 1840 1702 3164 2975 2921 189 1516 186 138 510 619 563 128 123 122
is_linear=0
shrinkage=0.05


Tree=106
num_leaves=26
num_cat=0
split_feature=39 21 31 28 24 7 11 40 40 41 30 40 44 35 26 32 10 35 40 40 37 40 26 20 18
split_gain=4.43713 3.23836 5.01022 3.37977 4.14023 4.64863 3.36627 2.79395 3.93012 2.5063 4.49615 2.3106 4.03381 6.18941 3.48258 1.69232 1.61173 2.22836 1.02681 1.28682 2.39801 0.787653 0.512331 0.146938 0.0168413
threshold=0.011662877357767392 -0.034285373851221171 -0.017698614198568208 -0.03395997275614681 -0.010897828737862441 24.100536333857935 0.37615413208849063 0.0075868300208553749 0.0084964503771234861 0.0030007486028005071 0.011894004230006746 0.012992631994105348 -0.12940952255126037 0.013160166214204018 -0.014440088494243528 0.0053048861185849708 37.883369148568363 0.0068286057484399096 0.011516926584536539 0.0091160470067026111 0.025922702439875048 0.013397576031723235 -0.0020431659039085548 1.2840982916900552 0.31165824297722494
decision_type=2 2 2 2 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 7 -5 -6 -1 -4 -9 10 16 18 13 14 -13 23 -2 -18 19 24 -21 22 -8 -14 -11
right_child=9 2 3 4 5 -7 21 8 -10 11 -12 12 15 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.012809380553545522 -0.033454330725971045 0.042733178067787668 -0.034340385169763926 0.031847921274853044 -0.014776874909045907 0.0026600888022884819 -0.012826798570877923 0.036547965585348466 -0.014636768718058329 -0.021570066177724105 0.043602334637610908 0.0020070493576404727 -0.034114893283600359 -0.033304836875577955 0.058305060095466738 0.0086155083798240672 0.026700512317178467 -0.022388142079050832 -0.034547657916651008 -0.021880826908730066 0.015171191760256187 -0.0060405395336563528 -0.03476256907199831 -0.016144795541740496 -0.034510310772319884
leaf_weight=8.0152010098099726 4.5557200424373177 7.341970667243003 11.208173420280216 11.495279923081396 40.26110453531146 702.20045188441873 4.5656432807445588 4.6607149168849018 17.285109203308821 4.0254138521850127 5.4925613068044177 5.2066939137876043 9.6666286252439004 4.8406540006399146 6.2235015779733667 3.2665698230266562 4.633145693689583 4.3796859309077263 12.560338348150252 11.717589329928161 6.6885545402765265 5.2807982787489882 13.109380461275576 2.9952132366597644 6.817588809877634
leaf_count=81 63 61 173 99 430 6123 46 46 242 52 57 67 153 75 64 46 47 57 181 164 74 69 169 46 78
internal_value=7.81909e-05 0.00125095 0.00187562 0.00148278 0.0021763 0.00170595 -0.0145663 -0.0140974 -0.00342321 -0.0102594 0.00569801 -0.0144389 -0.00415982 0.0131206 0.0333336 -0.0220954 -0.00948663 0.00231383 -0.0222071 -0.0166377 -0.0081372 -0.0243557 -0.0294817 -0.0304156 -0.0304042
internal_weight=918.494 825.424 794.453 787.111 753.957 742.462 30.971 33.154 21.9458 93.0699 19.0611 74.0087 32.1993 16.2708 11.4302 15.9284 13.5686 9.01283 41.8095 29.2491 18.4061 22.9558 17.675 12.6618 10.843
internal_count=8763 7539 7174 7113 6652 6553 365 461 288 1224 224 1000 451 206 131 245 167 104 549 368 238 284 215 199 130
is_linear=0
shrinkage=0.05


Tree=107
num_leaves=25
num_cat=0
split_feature=39 5 3 40 33 40 5 37 28 30 10 5 31 3 15 29 31 27 28 39 1 40 39 5
split_gain=3.89509 8.85369 10.0154 16.2972 7.43255 7.11442 7.06393 6.66998 6.41588 12.3558 8.25834 5.71123 5.0474 4.43219 4.34082 5.76783 5.80471 5.40062 8.86997 5.76271 4.1901 14.2848 7.34375 4.04716
threshold=0.0042581516941850566 0.037702785658863328 0.038429793795944044 0.0059945796950463268 0.009003810259316224 0.010743514921338028 0.011140903004324987 -0.0032833008263801751 0.050400679378309249 0.0085161370750363469 53.35407844253988 0.037407195751759902 0.0097308499915061113 0.058746759839346137 0.51947877129564102 0.0095336145292574965 0.0047166429867381799 -0.0032864954934651272 -0.0016201543151902165 0.0049433524300957505 0.077133579704708438 0.012351011182235078 0.0059940723833248099 0.044220422487232146
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 11 -3 4 23 6 -1 -6 9 10 -8 14 -11 -10 17 16 -16 18 -2 -19 21 -5 -22 -4
right_child=1 2 3 20 7 -7 8 -9 13 12 -12 -13 -14 -15 15 -17 -18 19 -20 -21 22 -23 -24 -25
leaf_value=0.035973474030570184 0.0024304484539306292 0.040010893529517436 0.01603915500591371 -0.00039488709059307153 -0.010047597722610059 0.024594048991724869 0.00015833259375094862 -0.034995325022086812 -0.04013515653275343 0.039877478139637199 -0.0099146470862877326 0.033276215522505093 0.0061175407647940522 -0.0084705576096318728 0.0069853395167152029 -0.014528059401300492 0.022889765052496715 0.010089272181351052 0.041589499529916023 -0.007953630307166561 0.016613536230843627 -0.028316682797042265 0.0011496185265454587 -0.015692375027528137
leaf_weight=11.139200806617735 58.3288753926754 14.717000991106032 21.719020783901215 612.00325331091881 50.014012277126312 23.160881698131561 458.06295584142208 59.683881402015686 19.528056383132935 21.718916058540344 364.63272409141064 18.700818926095963 23.393729537725449 26.634061366319656 223.84194219112396 23.398746371269226 77.913295596837997 60.507605224847794 19.275460213422775 162.67086359858513 87.124789535999298 49.450047954916954 649.79429176449776 18.480916291475296
leaf_count=35 161 42 59 1673 135 69 1258 163 53 60 1014 51 63 73 608 65 210 164 53 439 256 141 1867 51
internal_value=-1.00658e-05 0.0011396 -0.000891199 -0.00128578 -0.0169489 -0.00269165 -0.00338276 -0.0236861 -0.00387177 -0.0028976 -0.00430077 0.00607059 0.0225337 -0.0220316 0.00524461 0.00925008 0.0111147 0.000896334 0.0122622 -0.00303716 0.000390739 -0.00249383 0.00298668 0.00132457
internal_weight=3155.9 2207.62 1562.99 1548.27 149.898 948.271 925.11 109.698 913.97 867.808 822.696 644.638 45.1126 46.1621 625.937 325.154 301.755 300.783 77.6043 223.178 1398.37 661.453 736.919 40.1999
internal_count=8763 6138 4387 4345 408 2625 2556 298 2521 2395 2272 1751 123 126 1700 883 818 817 214 603 3937 1814 2123 110
is_linear=0
shrinkage=0.05


Tree=108
num_leaves=17
num_cat=0
split_feature=33 40 33 5 18 33 10 11 5 5 28 27 31 8 39 38
split_gain=3.87433 4.64612 5.95821 6.27741 5.76551 5.76056 4.75637 4.51947 4.39388 16.1285 13.2828 13.4754 10.0778 6.45096 4.21869 2.59803
threshold=0.0039675278711387325 0.0030713528812234682 0.0060139694115028649 0.016913789512658029 0.63074436270658885 0.0054637429555784737 45.522820614732396 0.61498542633509279 0.024713127901306982 0.027832889760787616 -0.0070121353583015031 -0.0015973907617009397 0.0044191426976022538 -90.053993466386089 0.0032181274883433023 0.0027182922672892578
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 15 -2 -5 10 13 11 -7 -12 -10 -11 -3
right_child=1 5 -4 7 -6 8 -8 -9 9 14 12 -13 -14 -15 -16 -17
leaf_value=-0.02258656585198085 0.020350078848741668 -0.033683340775357819 0.031508997835518408 -0.027995372326716835 0.037801673577943562 0.012328500501841103 -0.013000237414018881 0.006072734008858517 0.010096438238471027 -0.0062563526068995182 0.016579305092882642 -0.031536531798134419 -0.0077067941520926157 -0.018783484017421637 0.0010410402044493772 -0.006355797105309223
leaf_weight=18.79028345644474 21.665956646203995 17.864616900682449 24.796762108802795 20.127948671579361 17.985853910446167 29.665871232748032 20.779210612177849 18.33843606710434 21.762287229299545 217.81893065571785 189.29981803894043 42.063655704259872 54.776094019412994 156.3238241225481 2164.1196777224541 18.015051037073135
leaf_count=70 63 54 71 59 52 84 61 51 61 615 521 118 154 447 6232 50
internal_value=-1.1425e-05 0.000127416 0.00961543 0.00404922 0.014128 -0.00027425 0.00391359 -0.0116505 -2.37556e-05 -0.000711993 0.00553796 -0.0133333 0.0111076 -0.0152226 0.000371389 -0.020157
internal_weight=3054.19 3035.4 123.694 98.8974 60.431 2911.71 42.4452 38.4664 2875.83 2560.02 315.805 71.7295 244.076 178.086 2381.94 35.8797
internal_count=8763 8693 357 286 176 8336 124 110 8232 7355 877 202 675 508 6847 104
is_linear=0
shrinkage=0.05


Tree=109
num_leaves=25
num_cat=0
split_feature=5 16 16 31 37 40 28 24 3 2 19 44 40 14 14 25 40 26 40 20 40 11 34 42
split_gain=4.24955 4.13871 5.51305 5.46332 7.86525 7.32035 10.4619 6.4518 6.11108 5.27992 5.42644 2.71893 2.84631 3.05383 5.50626 6.03491 3.59751 2.62024 2.27495 1.6012 1.87118 1.90286 0.680474 0.0370801
threshold=0.059884538132563982 0.063176192471341749 0.057052322743977958 0.0080755124465676353 -0.014094284883538142 0.0063577282564199642 0.012020223998383052 0.021774850304800801 0.049612503089294734 0.85208429500175764 0.72227104081233873 0.78656609248549303 0.0068878116511695989 0.47980479939657467 0.92595363263753783 0.0013377873563218195 0.011591995535162681 0.029123273625611987 0.014425689520272086 0.65507062801822591 0.0083249082683523618 0.38690126699306632 0.00093150910408645881 0.48575472729383201
decision_type=2 2 2 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 -1 -6 10 -4 12 -2 18 15 -15 -16 19 23 20 -13 -22 -3 -14
right_child=11 22 9 4 8 6 -8 -9 -10 -11 -12 17 13 14 16 -17 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=-0.0015368682858394446 -0.034605506547921348 -0.012616553685215843 0.037909658088477301 0.037124567635426681 0.013356666901433837 -2.5905899171365532e-05 0.022150183596119085 0.049266843489847396 -0.024880410206398411 0.06384273608478358 -0.026431613459336784 0.013130611711782113 -0.021485432129345287 0.0076377315637760875 0.0030339668855594434 0.06324512372307059 -0.017896967044692409 0.016963966538075161 0.0019018062488209216 -0.034833409023249759 0.0049908994695011446 -0.0308341970741106 -0.034863146613242725 -0.034653924533880193
leaf_weight=406.70445057749748 6.8342555910348883 8.6355914659798128 7.2391726821661013 7.3143952190875998 12.864955656230448 109.54065472260118 102.45563797280192 6.2437978088855735 51.268274981528521 6.794232551008462 5.7550178952515125 4.9448326192796257 3.9983327314257648 20.595086850225929 56.172712635248899 6.426614459604024 31.974741537123919 4.6086900532245627 7.8072890453040591 15.266487542539833 4.8178653009235886 13.024062186479567 7.3149986937642089 9.5814371705055219
leaf_count=3469 77 80 64 63 109 1016 842 52 593 55 54 50 44 244 634 72 449 58 90 203 70 181 75 119
internal_value=7.74806e-05 0.00179776 0.00236652 0.00161736 -0.0114559 0.00312157 0.0106734 -0.000744867 -0.0171235 0.0283388 0.00904737 -0.00666241 -0.00331695 -0.00169028 0.00149675 0.0212317 -0.00451357 -0.0177558 -0.0190122 -0.0221253 -0.0132777 -0.0209078 -0.0232841 -0.0313276
internal_weight=918.184 732.131 716.181 696.392 71.4476 624.945 211.996 412.948 64.1332 19.7884 12.9942 186.052 143.39 136.556 115.169 27.0217 88.1475 42.6619 21.3871 38.0532 22.7868 17.8419 15.9506 13.5798
internal_count=8763 6472 6317 6144 765 5379 1858 3521 702 173 118 2291 1729 1652 1399 316 1083 562 253 504 301 251 155 163
is_linear=0
shrinkage=0.05


Tree=110
num_leaves=31
num_cat=0
split_feature=44 15 24 15 12 40 39 24 43 36 4 8 42 25 5 31 31 31 35 1 36 10 25 31 31 30 29 7 12 29
split_gain=3.80496 7.93529 5.27946 11.4041 8.63975 8.16979 7.82572 8.01114 9.05394 6.04952 5.91171 4.43924 5.93176 5.13311 4.39909 9.34289 10.1356 11.8155 5.84619 5.31884 4.64991 4.48386 4.03896 4.65943 5.04306 3.74666 3.6053 3.48438 3.46365 2.67258
threshold=0.60355339059327384 0.057900811006643675 0.0075491579823724151 0.90309812256711242 0.016705020884912946 0.0033743030747937332 0.023008961823988084 0.011947139876288357 1.0000000180025095e-35 0.0056455721761612407 0.85199999999999931 10.604883308866336 0.49825886460414565 -0.00046452814414428995 0.074311545805793064 0.017365758993728764 0.01098319437539126 0.00087598003003121455 0.0065253242245307827 0.11624380261132243 -0.00035900065291094568 62.720443049552138 -0.042410526164663877 -0.0046613220911022159 -0.0020042720958051183 0.018515885157338621 0.0019558228410671012 76.894103489995956 0.058937609872171115 -0.0076639743196012513
decision_type=2 2 2 2 2 2 2 2 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 22 3 4 -1 -4 7 10 -9 26 -7 12 -6 -13 15 16 17 -3 19 -16 -18 -20 -2 28 -25 -23 -5 -28 -24 -26
right_child=1 14 5 9 11 6 -8 8 -10 -11 -12 13 -14 -15 18 -17 20 -19 21 -21 -22 25 23 24 29 -27 27 -29 -30 -31
leaf_value=0.043296797831856498 -0.013283706325810166 0.00033440338819741761 -0.02999008195136519 -0.0065500293723109145 0.00076608847522268363 0.0078496260526542058 0.036424784652293339 -0.0053725044401357839 0.0072804144277686875 0.0037928096052975788 0.028432644215383975 0.012276248171592119 -0.0083482617228809383 -0.0082883191362948094 -0.0033923644917474615 -0.040112784395894829 -0.0026657334898801312 -0.013875165328400083 -0.024269354681196634 0.028291359290885679 0.028120701709074138 0.02077168418823502 0.034536714472604237 -0.017181218374875004 -0.0014839784494006581 -0.012251496040562851 -0.041775501115431969 -0.01542464443016983 0.0058856050950828742 0.020030899078111685
leaf_weight=11.543273776769636 19.102992534637451 277.48507206141949 17.133536607027054 21.633680731058121 832.62953417003155 253.34036749601364 19.003567859530449 301.52053713798523 265.907121732831 25.651208192110062 40.729880660772324 131.00666470825672 226.89644426107407 39.104647547006607 21.272511214017868 19.790888100862503 19.716393053531647 307.74985185265541 22.313030421733856 33.824928358197212 31.120703548192978 17.325747564435005 28.790536597371101 20.800355583429337 23.609637916088104 16.684800043702126 31.73739156126976 22.244295805692673 17.423188537359238 35.405256509780884
leaf_count=39 54 772 49 61 2302 692 59 835 752 71 111 363 620 106 62 56 53 847 65 101 84 50 89 57 65 50 87 62 51 98
internal_value=-9.91367e-06 -0.00273309 0.00109711 -0.000884714 0.000428261 0.00406635 0.00473806 0.00402914 0.000548316 -0.0170112 0.0107261 1.82772e-05 -0.00118163 0.00751746 -0.00476521 -0.00632871 -0.00526354 -0.00713035 0.00439067 0.0159841 0.0161007 -0.00686994 0.00797177 0.0112412 0.00384062 0.00443626 -0.0241303 -0.0310581 0.0238789 0.0113511
internal_weight=3152.5 912.416 2240.08 1342.45 1241.18 897.635 880.501 861.498 567.428 101.267 294.07 1229.64 1059.53 170.111 767.284 655.863 636.072 585.235 111.421 55.0974 50.8371 56.3236 145.132 126.029 79.8153 34.0105 75.6154 53.9817 46.2137 59.0149
internal_count=8763 2554 6209 3711 3430 2498 2449 2390 1587 281 803 3391 2922 469 2140 1812 1756 1619 328 163 137 165 414 360 220 100 210 149 140 163
is_linear=0
shrinkage=0.05


Tree=111
num_leaves=26
num_cat=0
split_feature=28 31 5 9 14 21 23 16 27 23 28 23 33 27 30 11 11 27 42 16 8 16 21 16 36
split_gain=3.79891 7.985 7.89518 8.59303 6.34666 6.21143 8.3474 6.7803 6.58873 7.66526 5.93789 5.82518 8.37516 7.32019 6.24075 4.96401 4.88197 4.86939 4.54125 4.44939 3.59851 3.57859 2.97711 1.48149 1.91007
threshold=-0.054691144646274253 -0.0088281796337112989 0.047746888731244989 -34.963237276862095 0.86906331732856112 -0.041676306657786773 0.075559317637207676 0.11105595836752812 0.019580596370733151 0.11249939400265235 -0.012210989686116173 0.089827519402111131 0.03628859982983474 -0.0042703436283520677 -0.01965744978922826 0.52620819734017565 -0.011383842790978213 0.026830394613747876 0.15902140672782958 0.081489911814430008 67.066789226262571 0.063675178587284872 0.012812630470935673 0.036234423863253089 0.0070469034926684557
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 11 10 6 15 8 9 -7 23 13 14 18 -13 -3 -6 22 -4 -10 -5 -18 -9 -2 -25
right_child=1 5 3 20 16 7 -8 17 19 -11 -12 12 -14 -15 -16 -17 21 -19 -20 -21 -22 -23 -24 24 -26
leaf_value=0.036711229255803356 -0.043069534563233758 0.011821483161402555 -7.1853227673036583e-05 0.034504431745302502 -0.022504959662399064 -3.8127960568067371e-05 -0.008839827784302581 -0.013428336984766316 0.029525808134615646 -0.033280780333224506 0.0028847122261744301 0.027806767487200148 -0.017274186675734875 0.013513482823554948 -0.0064888760450209776 0.049137720386183276 -0.0036710114950176094 0.0027979386290447384 -0.030861575389054798 0.0031238270726118861 0.0049450464103036771 0.025172991439479455 -0.039805818455537184 -0.012149629506298713 -0.035424111505653194
leaf_weight=19.339782327413559 17.372859448194504 18.294826030731201 17.800245985388756 26.541354954242706 17.95621944963932 2484.8539871871471 20.660525023937225 24.753845080733299 31.015075027942657 17.365413397550583 17.13243043422699 41.818376928567886 24.980145126581192 20.394192934036255 19.049491032958031 18.300936669111252 25.165760427713394 22.642524987459183 38.676762074232101 33.78424796462059 17.550299346446991 18.341008618474007 20.134707063436508 17.831218391656876 19.551379695534706
leaf_count=55 67 50 53 78 63 7023 59 75 87 53 51 120 78 57 58 50 81 69 116 100 50 54 80 65 71
internal_value=-1.25801e-05 -0.000513454 0.00621988 0.00332797 -0.0124519 7.65552e-05 0.0163559 -0.000275951 0.000133822 -0.000272151 -0.0225292 -0.00195268 0.00695905 -0.0119662 0.0169984 0.030702 -0.000566737 -0.0159035 -0.021263 0.0158637 0.0228895 0.00840384 -0.0254332 -0.0305628 -0.0245178
internal_weight=3051.31 2825.16 226.151 206.811 133.351 2691.81 57.2563 2634.55 2567.02 2502.22 71.8879 162.719 85.848 76.8712 60.8679 36.5958 61.463 67.5311 56.477 64.7993 44.0917 43.5068 44.8886 54.7555 37.3826
internal_count=8763 8098 665 610 452 7646 159 7487 7263 7076 254 482 256 226 178 100 198 224 169 187 128 135 155 203 136
is_linear=0
shrinkage=0.05


Tree=112
num_leaves=31
num_cat=0
split_feature=0 35 43 21 21 14 40 35 15 18 9 17 36 37 14 1 33 31 28 16 35 27 20 27 11 16 34 7 42 15
split_gain=4.22069 4.02696 4.92648 4.48935 11.6861 8.69816 7.2894 6.74893 6.3342 4.39769 9.77533 5.38701 5.31229 6.29263 4.72476 3.84089 2.98307 2.86689 4.99968 6.6598 6.09523 4.39259 3.38859 3.02383 2.93934 2.71266 2.2686 1.92278 0.833084 1.60348
threshold=0.10191204891055021 0.0061596751510876189 1.0000000180025095e-35 -0.012249394929457433 -0.01019127991505722 1.1960561553775793 0.0063577282564199642 -0.0065857029544268966 0.39952657619902071 0.44041628133342475 -42.58681124265771 1.3180662424051321 -0.018338318550753126 0.0028846223552085886 0.4163109460327426 0.07031854645024431 0.010237324753383409 0.0059285484442429433 0.048356399128317816 0.05231272635086124 0.015108823458183986 0.008287849643252276 -1.2953495665006336 0.010006418862833825 0.87378914837756183 0.10816583675886156 0.0046930626679244644 13.077814458226113 0.13944682486771226 -0.26169960635711881
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 3 6 5 -5 16 -6 -8 12 14 -12 15 -14 -11 -4 -2 18 21 20 -20 24 26 -23 -3 -24 -19 -1 -29 -30
right_child=1 17 9 4 7 -7 8 -9 -10 10 11 -13 13 -15 -16 -17 -18 22 19 -21 -22 23 25 -25 -26 -27 -28 28 29 -31
leaf_value=0.009013558508470321 -0.0028835430747734137 -0.0032010670456419296 0.033286760353341653 0.055407221831970888 -0.023488542628308018 -0.0042952271426305666 0.025807666893065625 0.011373441537425836 0.00019947103711787952 0.033770282667105529 -0.010619144308900791 0.016670729843144765 -0.015324299353061101 0.032784653253741573 0.0060310127724869569 -0.007394173320727726 -0.024291368040390341 0.028073039507530248 0.009769242011331879 -0.025011872694098193 0.074471231512219058 0.047512148068664946 -0.024756749029528506 -0.0012399048670504445 -0.020532395657452684 0.0092362125448099044 -0.012310414264000197 -0.034453571105271988 -0.0030466434723218118 -0.03435816008579997
leaf_weight=5.4744083248078814 73.611047632992268 110.79992285743356 11.966665968298914 24.032909587025646 16.318945452570915 7.9441820494830599 43.875807348638773 87.896400988101959 54.442158106714487 30.101626854389906 90.055312633514404 22.418493442237377 112.51602395623922 7.0804141946136943 32.392791692167521 10.811001297086476 21.081384502351284 6.8579472191631776 8.4876924082636851 5.4322143159806719 6.6108266860246649 6.3750116601586324 42.540115531533957 5.8613692298531532 31.704863332211971 6.5190414711832991 6.6748147644102573 10.194986421614887 10.988839548081161 6.8398583866655818
leaf_count=73 587 1129 104 176 175 74 402 689 525 232 883 209 1106 62 271 140 187 69 71 65 52 51 541 59 289 77 79 147 153 86
internal_value=7.54598e-05 0.000741599 0.00279289 0.00708002 0.0140342 0.0404521 0.0021424 0.00584923 0.0116929 -0.00163955 0.00364949 -0.00512528 -0.00817252 -0.0124093 0.0195046 0.0138118 -0.00772291 -0.00481189 -0.00149676 0.0215837 0.0387313 -0.00460328 -0.0139981 0.0239333 -0.00710375 -0.0201284 0.0078436 -0.0173128 -0.0226472 -0.0154626
internal_weight=917.907 884.409 646.545 329.203 136.192 31.9771 193.01 104.215 98.318 317.342 174.968 112.474 142.374 119.596 62.4944 22.7777 94.6924 237.864 175.272 20.5307 15.0985 154.741 62.5919 12.2364 142.505 49.0592 13.5328 33.4981 28.0237 17.8287
internal_count=8763 8304 5822 2815 1114 250 1701 864 927 3007 1595 1092 1412 1168 503 244 774 2482 1716 188 123 1528 766 110 1418 618 148 459 386 239
is_linear=0
shrinkage=0.05


Tree=113
num_leaves=31
num_cat=0
split_feature=35 8 43 32 27 10 30 32 3 44 24 40 40 27 11 27 8 38 2 30 44 17 43 36 10 16 32 2 35 21
split_gain=3.64961 6.69675 6.55048 8.05254 12.7128 10.2424 8.38504 7.73025 8.42623 6.97783 6.89305 6.3635 6.35719 6.28853 5.5857 4.84324 4.05773 4.03596 7.83058 7.63878 6.99308 5.45661 5.29328 5.22282 5.04608 3.80373 3.64193 3.54909 3.43594 2.82336
threshold=-0.0065857029544268966 -104.62236596834869 1.0000000180025095e-35 0.002009371660211499 -0.0040302632675797674 34.525878802185751 -0.0038431416892545918 0.0013795539037760758 0.033551955257430897 0.60355339059327384 0.0065173971499063923 0.010327729218490215 0.011516926584536539 0.0022180114208521636 0.96565404527904375 0.012292226472267555 -115.84620926767219 -0.002661698601255091 0.22246151668884265 0.00011996921007825043 0.37940952255126048 -2.4534777721952574 -0.78656609248549303 -0.023133359885742662 52.574120365445786 0.058394132162278567 0.0035880666413486439 0.39662156878189431 -0.014689090205106668 -0.011382491389807273
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 16 7 4 6 -6 -4 10 -9 11 13 -5 -10 -3 -12 17 -2 18 21 -19 27 22 -1 -20 -22 -25 -11 -21 -23 -17
right_child=1 2 3 9 5 -7 -8 8 12 26 14 -13 -14 -15 -16 29 -18 19 23 20 24 28 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.032630153782587344 -0.0046590706218391101 -0.0016690041188883301 0.0082927158843710252 0.021731119526859674 -0.038479199650466631 -0.0016301468761087097 0.041626616947298405 -0.046567258562882914 -0.010214313660566222 -0.015382371179633243 0.0075904480270236226 -0.00013208945236420816 0.0069541193789001716 -0.017498670722934918 -0.014448895301315438 0.0058885431874527465 -0.035485101235453211 -0.028597383459317567 0.029150258908604267 -0.0093685716140288981 -0.028469243094557735 -0.01404479060771302 0.0010629949486283144 0.0054988256436015702 -0.0018936663204307846 0.028790268848078088 0.010080549634697449 0.012001729747571487 0.0020897918616254547 0.029312442235471151
leaf_weight=17.833171933889389 21.610522136092186 437.85438311100006 138.52097630500793 121.8779364824295 19.258408933877945 759.06795960664749 21.913226068019867 14.182251527905462 326.06961016356945 32.570100009441376 289.17722389101982 45.145600080490112 64.165232419967651 73.35427314043045 31.691590130329132 26.399239867925644 21.919377714395523 26.568837016820908 34.771762132644653 24.144107609987259 28.428966850042343 86.252350449562073 52.594479292631149 168.08681192994118 49.018444955348969 19.666195690631866 24.328648224473 93.930565744638443 52.573087051510811 26.372922658920288
leaf_count=50 60 1213 412 350 52 2085 60 44 900 91 790 133 191 202 89 73 60 74 99 65 78 241 147 463 133 57 71 254 150 76
internal_value=-8.21914e-06 -0.000925294 -0.00057009 0.00212153 8.35365e-05 -0.00255317 0.0128999 -0.00310505 -0.00877534 0.0106393 -0.000342366 0.0157951 -0.00737749 -0.00395319 0.00539426 0.00315452 -0.0203418 0.0019686 0.00479042 -0.00349463 -4.50627e-05 -0.00213299 0.00916203 0.0113214 -0.0117375 0.00797913 -0.00440868 0.00758535 -0.00790154 0.0177225
internal_weight=3149.35 2442.71 2399.18 1162.68 938.761 778.326 160.434 1236.49 404.417 223.922 832.077 167.024 390.235 511.209 320.869 706.641 43.5299 653.869 431.778 222.091 195.522 209.253 70.4277 222.525 77.4474 187.753 56.8987 118.075 138.825 52.7722
internal_count=8763 6803 6683 3254 2609 2137 472 3429 1135 645 2294 483 1091 1415 879 1960 120 1811 1207 604 530 588 197 619 211 520 162 319 391 149
is_linear=0
shrinkage=0.05


Tree=114
num_leaves=29
num_cat=0
split_feature=20 28 28 10 20 28 31 15 15 20 44 29 20 10 28 38 28 31 31 30 43 8 32 0 21 30 28 7
split_gain=3.71872 7.11955 8.16007 6.45533 4.82811 9.09444 12.3272 8.17931 8.25225 7.5772 7.25666 7.7462 7.06081 6.32431 10.8399 9.69136 8.19763 6.39881 5.99267 5.90573 5.47568 5.09426 4.71589 4.36644 3.72216 3.51612 2.54488 2.07951
threshold=4.7764982782858256 0.023185633735225922 0.045904068984946082 29.232579593867673 0.60306638702306781 0.033596115193832397 0.0080755124465676353 0.56004798334621908 1.0349204589642762 0.2537836138834339 -0.12940952255126037 -0.0015682580822511392 -0.68060857042283551 38.605152199864392 0.018754816007185284 -0.0007180803528933909 -0.14855972285802657 0.0013709435573821345 -0.0055161465161897199 0.0076302302162744593 0.12940952255126045 -98.885053465403146 -0.0002328930263867846 0.65847605823136879 -0.015949256185314144 0.0042052323240486132 0.00053406443006437864 87.964175711457401
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 6 10 9 12 -7 11 -1 -9 14 15 22 -15 21 -12 -10 -19 -18 -6 -8 -16 -11 -5 -4
right_child=1 2 27 26 13 7 23 8 19 25 18 -13 -14 16 24 -17 17 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0049631054307234142 -0.0020487311970170002 -0.032160605240332367 -0.0012922158767636816 0.044008245289080504 0.0045081462244504853 0.046212758760328099 -0.038034874218952158 -0.021641672264010991 0.022531138795110543 -0.00027155374794518897 -0.0057016442484348192 -0.0083607504303894412 0.001223284510822163 0.041520046973755165 -0.029280323407931221 0.032685656268298537 0.001427779951596002 -0.0094778695831624574 0.0053804503289650923 0.0049601903384039261 0.0019013157970071599 -0.017907614134709881 -0.018658266847444718 -0.006889810602933086 -0.0035712202413808267 0.021727446951856588 0.019552191098123752 0.020614947495909329
leaf_weight=151.30608797073364 23.24537368118763 18.161494880914688 26.123869866132736 19.447318285703659 280.15855975449085 21.226565420627594 29.279964625835419 39.944733321666718 72.756826490163803 31.62557914853096 154.13166855275631 387.01754958927631 213.37980404496193 8.7558391839265806 32.405292898416519 29.501360177993774 42.139717891812325 194.68764878809452 577.94720283150673 142.44259494543076 229.92495635151863 167.65379247069359 23.678757309913635 19.036877065896988 25.749750018119812 41.201994240283966 26.619146555662155 17.936378180980682
leaf_count=446 69 54 73 54 807 58 83 112 200 89 482 1129 589 25 97 81 123 582 1602 399 671 498 74 55 74 113 74 50
internal_value=-1.06451e-05 0.00820812 -0.00400131 0.0192306 -0.000383363 0.0011235 -0.00114396 0.00644672 0.00373028 0.019907 -0.000196276 -0.00460631 -0.0023695 -0.00312794 0.00187244 0.00536025 -0.00617927 -0.00685192 0.00303994 0.0109317 -0.00330535 -0.0140012 0.00268074 -0.0259065 -0.0180084 0.0121185 0.0300578 0.00753918
internal_weight=3047.49 131.534 62.2217 69.3118 2915.95 1881.3 1318.72 562.578 468.524 94.0541 1270.4 538.324 253.325 1034.66 391.494 333.339 643.162 634.406 732.079 215.199 424.613 209.794 303.837 48.3168 58.155 72.8276 46.0665 44.0602
internal_count=8763 374 177 197 8389 5357 3797 1560 1300 260 3659 1575 701 3032 1133 962 1899 1874 2084 599 1253 621 881 138 171 202 128 123
is_linear=0
shrinkage=0.05


Tree=115
num_leaves=29
num_cat=0
split_feature=39 21 11 30 2 10 43 39 21 40 39 40 40 41 30 40 44 35 26 35 35 34 35 40 40 22 14 18
split_gain=3.99598 2.93552 3.17366 3.16701 8.70599 5.14129 3.10207 7.40596 8.0127 7.69999 6.20493 5.61256 4.61109 2.36373 4.07231 2.28521 3.81956 5.65969 2.84362 1.57332 1.51243 1.46001 1.24153 1.01903 1.28026 2.01333 0.153263 0.0205027
threshold=0.011662877357767392 -0.034285373851221171 0.37615413208849063 -0.014805356243112295 0.32755226586597458 22.088808978969158 -1.0000000180025095e-35 0.0089694352524833324 -0.027936604178129813 0.0077551738893625478 0.0025343992528020893 0.0043626102090538622 0.0074119952757742387 0.0030007486028005071 0.011894004230006746 0.012992631994105348 -0.12940952255126037 0.013160166214204018 -0.014440088494243528 0.00034695786785188259 0.024532928340347041 -0.0015359292926563903 -0.0021322986054355671 0.011516926584536539 0.0091160470067026111 0.93653930952982589 1.4422735958165498 0.31165824297722494
decision_type=2 2 2 2 2 2 2 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 5 -3 10 8 -8 -9 11 -5 -12 14 19 23 17 18 -17 -2 26 22 -4 24 27 -26 -18 -15
right_child=13 3 21 6 -6 -7 7 9 -10 -11 12 -13 -14 15 -16 16 20 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.012200555663984806 0.0070716196953676501 0.037256223908316975 -0.024360736494489714 0.0070927520583545043 0.082512772276323115 -0.03371963550020933 0.027813447889366384 0.041895106439840485 -0.0057762475947531235 -0.0010162122160557183 -0.0018383306706974485 0.039937008226495679 0.011405678912762706 -0.021225166379176159 0.040906162830682186 0.0025079340592366172 -0.034046461908863748 -0.033121822974644249 0.053120414094874918 -0.026603305424626158 0.0061607056244666796 -0.034710597433386725 0.011876653091192667 -0.034442146098609031 -0.017090482664087785 0.021741673386910298 -0.015732028375414944 -0.034414164726847211
leaf_weight=8.1030167341232318 6.8179663196206111 4.6294879950582963 5.0734154731035233 33.802206054329872 4.4210322722792617 5.43327397108078 18.584821600466967 18.732507903128862 343.10908209532499 22.993138685822487 230.96785654872656 21.595069073140621 91.534393221139908 3.9357341229915637 5.6721716411411753 5.1397108063101777 8.9628346599638444 4.5890330821275702 6.5727028101682707 6.5633316487073898 3.4656667076051226 13.027236416935917 4.0663690306246316 11.998558860272167 13.956862818449737 4.1948194354772559 2.9692735597491255 6.6229123212397099
leaf_count=81 77 47 60 223 32 79 182 147 3253 252 1977 145 837 52 57 67 143 75 64 90 50 176 48 181 191 47 52 78
internal_value=7.1016e-05 0.00117478 -0.0140638 0.00176238 0.0248677 -0.0005291 0.00132454 -0.00171553 -0.00402929 0.0181832 0.00458273 0.0200351 0.00190753 -0.00983383 0.00562676 -0.0139732 -0.00369783 0.0129433 0.0315429 -0.00914937 -0.021608 -0.0239008 -0.00774322 -0.0218233 -0.0162749 -0.00777254 -0.0300731 -0.0302123
internal_weight=917.534 826.073 30.27 795.803 14.4838 10.0628 781.319 403.42 361.694 41.7256 377.9 55.3973 322.502 91.4616 19.0535 72.4081 31.6992 16.3014 11.7124 13.3813 15.3978 22.167 9.13978 40.7089 28.7103 18.1517 11.9321 10.5586
internal_count=8763 7539 365 7174 158 126 7016 3834 3435 399 3182 368 2814 1224 224 1000 451 206 131 167 245 284 108 549 368 238 195 130
is_linear=0
shrinkage=0.05


Tree=116
num_leaves=22
num_cat=0
split_feature=28 38 43 1 40 27 40 12 40 3 30 1 3 1 3 5 20 30 28 15 39
split_gain=3.56239 5.16689 6.10118 6.04542 5.62696 5.30148 9.00442 13.0092 21.763 10.0156 7.3824 7.7856 9.4715 6.36292 12.526 10.5969 3.2374 3.54251 3.49799 3.0996 1.7069
threshold=0.11463978327039731 0.060243454639794088 -0.25881904510252113 0.12928441304538471 0.0090596862948348709 0.0026320071859871137 0.0032736909565163354 0.038905485713015671 0.0059428306791148673 0.034476043844676368 0.0021111893586306585 0.020612880729968443 0.039290757532413866 0.029835726623776222 0.034476043844676368 0.040467460237013496 -0.77296807632327347 0.013839707982852459 0.082868250816898026 1.2123496008522265 0.0077888386115400722
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 5 16 4 -4 10 -7 9 -9 -8 13 -12 -13 14 -1 -15 -3 -18 -19 -2 -5
right_child=19 2 3 20 -6 6 7 8 -10 -11 11 12 -14 15 -16 -17 17 18 -20 -21 -22
leaf_value=0.0043224436450945416 -0.00036473074592969991 0.016356423811616019 0.023809353732950473 0.043573201794143646 -0.0083148272686058688 -0.032126947381624762 -0.014659417826075077 -0.030006953428852137 -0.0029704509485848109 0.0096653830975705103 0.03928230068718256 -0.026720379133974827 0.011215290685286443 0.0080114269330445655 -0.012590036177622747 -0.0015895301390299035 -0.02269444646096368 0.018769263915919016 -0.011906413079426387 -0.030435863496414885 0.022379434335740384
leaf_weight=199.89208714663982 17.115860998630524 18.384517341852188 23.830712020397186 16.433449134230614 31.302063629031181 26.004103973507881 49.74612483382225 84.005701631307602 653.70443089306355 275.98462414741516 21.089569836854935 18.335834473371506 149.09409245848656 466.68815025687218 241.01216365396976 746.24290943145752 23.471255213022232 16.965354934334755 20.203581988811493 17.782237946987152 27.798088997602463
leaf_count=578 50 51 69 52 87 79 143 229 1792 753 58 50 404 1278 653 2122 68 51 60 52 84
internal_value=-8.81504e-06 0.000168092 0.00842851 0.0166736 0.00549804 -0.000333088 -0.00309923 -0.00238176 -0.00605962 0.00593176 0.00129999 0.0106724 0.00701751 0.000228031 -0.00491187 0.00210077 -0.00188354 -0.00751356 0.0019738 -0.0158734 0.0304469
internal_weight=3145.09 3110.19 178.389 99.3643 55.1328 2931.8 1089.44 1063.44 737.71 325.731 1842.35 188.519 167.43 1653.84 440.904 1212.93 79.0247 60.6402 37.1689 34.8981 44.2315
internal_count=8763 8661 522 292 156 8139 2996 2917 2021 896 5143 512 454 4631 1231 3400 230 179 111 102 136
is_linear=0
shrinkage=0.05


Tree=117
num_leaves=20
num_cat=0
split_feature=33 40 31 28 11 23 21 5 28 5 31 12 8 21 14 23 16 40 28
split_gain=3.67329 5.11608 5.48682 9.17036 8.78303 5.33072 13.7305 7.36903 16.6213 15.3464 8.23091 6.19026 6.13009 5.27299 5.20061 4.89383 4.60254 4.53888 4.38164
threshold=0.0042703287206451923 0.0030713528812234682 0.00035576964593093209 -0.0035556165959772603 0.61149833706608925 0.017044871826646452 -0.015074137429485121 0.024713127901306982 -0.0070121353583015031 0.027832889760787616 0.0044191426976022538 0.03053844912514778 -95.258702169978378 -0.0089674084560618234 1.4255064190013287 0.021396608882662978 0.013105790867286091 0.0053386755865712241 -0.0023967633092303602
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 3 13 -4 6 11 8 15 12 -10 -3 -9 -2 16 -7 -8 -11 -1
right_child=1 5 4 -5 -6 7 14 9 10 17 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.038838502698165925 0.019013219472502171 -0.010144851120593238 -0.025107316677858704 0.039970751192037586 0.021394897153727586 0.0014771192249335265 -0.015938476688386369 0.011680570027447677 0.021051902402622585 0.005939804934791397 -0.0040880043292431988 0.023863166730008673 -0.018902374758781815 -0.016290468740945044 0.00093041976932205911 -0.030533771724928362 -0.042841596602956673 -0.00041333023195459854 0
leaf_weight=13.20102606713772 24.54977023601532 22.722688406705856 22.37904891371727 29.971410155296326 18.35921448469162 19.928730756044388 33.720463663339615 18.209877669811249 145.7280005812645 325.81412550806999 41.474516034126282 31.807737171649933 143.98543033003807 18.335133820772171 18.032557815313339 28.619866758584976 31.798682391643524 2039.9898047596216 15.537495374679564
leaf_count=57 68 63 65 87 53 56 97 51 400 913 115 89 414 52 51 82 92 5910 48
internal_value=-1.1479e-05 0.000156723 0.0105623 0.0187829 -0.004027 -0.000249238 -0.00983397 0.000228163 0.008682 -0.000558543 0.0154563 0.00960796 -0.0154329 0.00380028 -0.0225789 -0.0173148 -0.0291171 0.000459712 -0.0177731
internal_weight=3044.17 3015.43 113.595 72.8563 40.7383 2901.83 138.082 2763.75 235.751 2528 187.203 54.5304 162.195 42.8849 83.5517 48.5486 65.5191 2365.8 28.7385
internal_count=8763 8658 325 207 118 8333 392 7941 653 7288 515 152 465 120 240 138 189 6823 105
is_linear=0
shrinkage=0.05


Tree=118
num_leaves=31
num_cat=0
split_feature=12 40 29 12 25 42 21 12 12 16 16 34 1 34 12 33 37 12 21 31 40 42 37 35 35 16 29 38 38 40
split_gain=4.01645 8.14425 7.97439 9.16163 4.31314 6.69602 4.75091 5.45734 4.40608 4.25837 4.85003 5.3219 6.76642 6.12907 4.30336 4.18405 4.08967 4.04949 7.58433 3.28415 3.1911 3.0103 2.63903 1.78921 1.49598 3.4879 1.476 1.35642 1.02643 0.418834
threshold=0.046440993233288839 0.0074119952757742387 0.0028885691178012212 0.044354273130146248 0.012709325682983786 0.89003270804250978 0.00089772857442038895 0.045948923495324888 0.034196411274413925 0.024129209590675722 0.033719486532774484 1.0000000180025095e-35 0.040739504620064683 0.0081314036125149664 0.051865237935863971 0.0125486060814339 0.0022158284138812383 0.052913647042985255 -0.0052378596334305286 -0.00064819860567573581 0.0080832413318483436 0.60497440273037506 0.041989919776873948 -0.005731487800356482 0.00540120038510672 0.04427836214985157 0.0035355777051500063 0.02572395170551545 0.0078209352801369442 0.0066788731173287865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 -1 -8 23 11 14 16 -14 28 24 -13 18 -17 -7 -16 -19 -4 -2 29 -26 -25 -21 -11 -12
right_child=9 2 22 -5 -6 19 8 -9 -10 10 15 12 13 -15 20 17 -18 21 -20 27 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=7.1892389756451799e-05 0.0034654084414978228 0.020471374866192018 -0.014913108884368663 0.096891367473181944 0.03412888299382541 0.0126901780245377 0.035716563064038698 0.040967717795101548 -0.0025659728954163762 -0.035623190401599919 -0.013513547800694616 0.0218451886990563 0.050540156810221976 -0.007943585425979038 0.031540719278904832 0.026813321233065984 -0.035172428871088922 -0.00064668182967526932 -0.019625711728454488 -0.012309811293794116 -0.0048671375102504466 -0.012967091285226669 0.028747485198803432 -0.035667164299136737 0.014266295043762948 -0.034724638070966339 -0.0028659546846687219 -0.035750453681201132 -0.0065070702443809471 -0.032961460298440527
leaf_weight=415.67243327945471 4.9023379422724274 10.274327956140047 9.5709930732846242 6.5502023175358763 9.729106202721594 5.9599548503756514 19.390352573245767 8.2264002040028554 11.835356447845696 9.2729074358940107 4.6580912768840816 5.8668292462825757 19.374640665948395 5.6034960448741904 9.3438834995031375 26.710412625223398 6.4514215029776096 118.80482388660312 12.877029277384279 10.680055499076845 16.055617108941078 86.141477193683386 5.2832085713744155 17.450608916580681 7.7515180148184282 6.5557140223681927 4.7082640454173079 18.333928808569908 5.2382036894559851 17.822019547224045
leaf_count=3541 47 88 90 45 86 52 134 67 111 84 47 50 176 66 73 246 57 1381 155 99 161 1084 59 171 71 68 52 175 50 177
internal_value=7.22834e-05 0.00289575 0.0274477 0.0509157 0.00132448 0.000656239 0.0022879 0.000886805 0.021085 -0.00380643 -0.00234414 0.00872455 0.0222979 0.0372414 -0.00385882 -0.00540166 -0.00765671 -0.00300859 0.0115702 -0.0203804 0.00840155 -0.00585329 0.000369738 -0.022916 -0.0211221 -0.00791999 -0.0289665 -0.0273656 -0.0255716 -0.0292308
internal_weight=917.096 531.506 31.6787 16.8245 499.828 490.098 455.125 423.899 31.2257 385.589 358.528 77.207 37.2964 24.9781 39.9106 281.321 12.3183 244.534 39.5874 34.9739 25.3995 204.946 14.8542 27.0612 36.7873 14.3072 22.1589 29.014 14.5111 22.4801
internal_count=8763 4547 282 133 4265 4179 3853 3608 245 4216 3946 717 349 242 368 3229 107 2866 401 326 234 2465 149 270 363 139 223 274 134 224
is_linear=0
shrinkage=0.05


Tree=119
num_leaves=31
num_cat=0
split_feature=35 28 8 31 43 11 9 31 3 40 3 42 3 34 21 16 28 21 25 40 38 0 3 36 24 28 20 7 17 16
split_gain=3.36156 8.23861 6.23379 6.01463 10.588 9.05588 8.90558 7.85764 7.66113 11.579 7.59876 9.72901 7.9697 7.25153 7.21637 5.86008 5.23471 6.15691 5.70038 6.71299 4.95397 5.51739 4.67494 4.48343 8.81744 4.94942 4.53248 4.22245 5.89327 5.88113
threshold=-0.0065857029544268966 0.0031661553528008028 -104.62236596834869 0.0013217093023833047 0.37940952255126054 0.9049846845144921 -16.141343037772966 -0.0013675845130223174 0.046354083851730531 0.0058483637096811 0.032729590642715127 0.50553367181722975 0.046572634355624865 0.0054298575308591177 -0.007619491710010886 0.019743125439713616 -0.029280423862877387 -0.018795796499877959 -0.027486667323302506 0.0072900940597404726 -0.0080270187579359869 0.26712221833580235 0.088708068179234198 -0.023133359885742662 -0.022162966821130444 -0.054691144646274253 1.3070666357044256 45.672530946407953 -0.026780313689248506 0.034678164161035439
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 -2 4 7 22 10 15 14 -10 11 -5 -12 -9 -8 -4 23 -18 -19 -20 -3 -22 -6 24 -1 -25 -27 29 -29 -23
right_child=2 20 3 6 5 -7 8 13 9 -11 12 -13 -14 -15 -16 -17 17 18 19 -21 21 27 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.0099677654922587667 -0.019627890244902055 0.018198198009917801 -0.01773425139118209 0.0077073420853079047 0.0091106860433878955 0.041337853946598335 0.035340325312174278 0.0088841302930482077 -0.038033015832181605 0.002851278155874788 0.0043706670760331285 -0.034967746104267908 -0.0069369198524186883 -0.013034327640183793 0.0057595960953204985 -0.0028646294137413832 -0.025464718675540562 -0.024147937728025679 -0.0037620556483120601 0.028465512193994576 -0.01818682328088219 0.033431985782369632 -0.0059835586230790258 -0.014970730520555121 0.021836760364113222 0.02070079972114567 -0.011227562896490009 -0.0078392218183998656 0.012077984552284437 0.0010893566920049773
leaf_weight=32.347058176994324 43.505699753761292 98.728072166442871 79.49349382519722 18.790205851197243 331.60177676379681 19.903416201472282 32.762165009975433 229.1365502923727 18.866655439138412 198.58468994498253 204.41294239461422 44.395644098520279 648.92345970869064 44.922231584787369 56.8597132563591 404.58448837697506 39.764486461877823 26.410285860300064 98.135768592357635 19.219060778617859 23.311018794775009 31.42111724615097 60.193429261445999 49.325147181749344 65.356229290366173 27.428492307662964 18.344225823879242 68.437959581613541 80.631885215640068 25.973354786634445
leaf_count=92 120 273 223 52 942 58 89 635 52 566 557 131 1786 123 160 1136 108 72 266 53 63 85 173 141 191 84 51 186 225 70
internal_value=-8.38769e-06 0.00303086 -0.000889569 -0.000546065 0.00201472 0.00847055 -0.00299839 -0.00148512 0.00436096 -0.00068882 -0.00546974 -0.0222059 -0.00422218 0.00526969 0.0166562 -0.00531995 -0.0020088 -0.00805942 -0.00319612 0.00149299 0.00881833 0.00476014 0.00677799 0.00372613 0.0112565 -0.00396177 0.00779937 0.00738274 0.00290135 0.0189099
internal_weight=3141.77 704.834 2436.94 2393.43 1169.84 411.699 1223.6 758.137 307.073 217.451 916.522 63.1858 853.336 274.059 89.6219 484.078 376.331 183.53 143.765 117.355 328.503 229.775 391.795 192.801 97.7033 95.0979 45.7727 206.464 149.07 57.3945
internal_count=8763 1960 6803 6683 3290 1173 3393 2117 867 618 2526 183 2343 758 249 1359 1058 499 391 319 902 629 1115 559 283 276 135 566 411 155
is_linear=0
shrinkage=0.05


Tree=120
num_leaves=30
num_cat=0
split_feature=28 28 30 19 27 7 27 39 10 3 12 21 10 40 30 32 40 40 23 38 10 33 16 37 43 33 38 16 0
split_gain=3.50866 7.52314 8.22224 8.62769 7.55861 8.45217 7.48562 6.91839 9.96691 6.84996 16.246 6.77179 5.63998 9.24466 10.1173 5.41822 6.19065 12.7845 10.6497 5.41416 5.18055 4.47594 4.38242 3.82397 3.58868 3.55784 2.66096 2.28602 1.38344
threshold=-0.054691144646274253 -0.026280887284001398 -0.0064849872571168705 0.075727906380397267 -0.0076870606104585595 38.175156053980864 -0.0067646573572839068 0.0099226339083083107 42.232647533631614 0.094760501358441593 0.092187185291663906 -0.0019259804845730142 22.894091455745791 0.021367037060538125 -0.01965744978922826 0.0060046353236393327 0.0089614027083354288 0.0072187172026142426 0.044481947939950077 -0.039418828353429074 43.096943527220439 0.019139038366671343 0.071228527977051467 0.010101846554314233 -0.60355339059327362 0.012173696548214236 -0.036591404269771692 0.041446176229919696 0.1226017564889422
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 11 5 19 12 8 -4 -8 -11 -2 28 14 -14 16 17 -6 -18 24 -16 -17 27 -10 -3 -21 -7 -5 -1
right_child=1 4 7 22 15 26 9 -9 23 10 -12 -13 13 -15 20 21 18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.026548841296868665 0.012195735868443875 -0.0094093130433939992 0.018980036795963592 -0.022587939487820001 0.00060401933737152722 -0.019727422044126516 0.04292750500295843 0.029210825683322728 -0.007163910535457162 -0.021477781617728287 0.031945242150933445 -0.02644274241098183 0.022290386579985364 -0.038046130959616578 -0.021969255163993905 0.00037213876685859924 0.021770048540605602 -0.0096627832367722905 0.0016667947270291789 0.015172253229506424 0.010545689667495826 -0.037028944068158064 -0.01002482457970183 -0.037807625017398414 0.019844380966502775 0.044191624589710266 0.0066853543292407017 -0.045498205059192998 0.0064292129297055679
leaf_weight=17.571187734603882 31.223374977707863 17.63609005510807 26.137719750404358 18.811945140361786 1596.0062619149685 20.486123219132423 20.905164659023285 18.408874183893204 24.906675308942795 24.40982860326767 33.663081616163254 17.646550014615059 33.139137208461761 18.91037380695343 40.955749422311783 13.761450514197351 78.939682185649872 374.03849369287491 400.26209269464016 18.526629447937012 17.153464987874031 18.168739005923271 22.101555019617081 17.812532395124435 25.047373622655869 27.209690541028976 17.319334998726845 31.671831771731377 18.302833512425423
leaf_count=51 94 50 73 75 4514 67 58 51 72 69 98 57 96 63 126 49 219 1079 1144 51 51 60 76 51 72 75 53 116 53
internal_value=-1.2764e-05 -0.00049455 -0.00962685 -0.0180376 0.000234909 0.0121667 0.00599236 0.00202913 -0.0051972 0.018385 0.00940563 -0.00167972 -0.000683674 -0.00632487 0.00022878 -0.000370549 -0.000101301 -0.00134312 0.00499272 0.0206351 -0.0122835 -0.0208027 -0.0289647 -0.0201166 0.00764664 0.0326044 -0.00750965 -0.0371215 0.0164693
internal_weight=3041.13 2816.12 208.721 121.455 2607.4 126.225 225.011 87.2658 68.8569 78.9781 58.0729 48.8699 146.033 110.159 91.2484 2481.18 2449.25 1970.04 479.202 88.4198 58.1092 31.9302 72.5853 42.7192 42.6835 45.7363 37.8055 50.4838 35.874
internal_count=8763 8098 665 418 7433 368 665 247 196 225 167 151 440 336 273 7065 6956 5593 1363 248 177 109 267 123 122 126 120 191 104
is_linear=0
shrinkage=0.05


Tree=121
num_leaves=27
num_cat=0
split_feature=0 19 2 28 2 17 0 15 10 33 16 43 33 4 38 4 25 0 39 7 12 29 28 44 41 38
split_gain=3.97979 3.81359 4.81837 8.08611 4.99159 4.51936 4.13286 8.11517 4.07643 5.71646 5.48545 3.71837 3.89452 6.60514 7.51243 5.79928 4.02419 3.1506 2.695 1.85119 1.10434 2.36816 1.09598 2.48213 0.455128 0.0556944
threshold=0.10191204891055021 0.96278875959964283 0.74934920493457302 0.011008598417140461 0.68662137751812147 0.42322312242834409 0.75395746836784372 1.186379892615687 46.245523500524534 0.0076316311310877724 0.0078289340126600025 0.60355339059327384 0.0076316311310877724 0.90796746892356472 0.028218395603600403 0.88678790482749503 0.015121199917520844 0.77690778131021132 0.0045766770990103142 13.077814458226113 0.034557932575623382 -0.0065319897313307331 0.028549084205448969 -0.37940952255126015 0.018367720430647078 0.064922798041250465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 4 -4 8 -6 18 -8 9 -2 -10 12 15 16 -15 -3 -14 -7 -5 -1 21 -21 23 -13 -22 -24
right_child=1 11 3 6 5 17 7 -9 10 -11 -12 22 13 14 -16 -17 -18 -19 -20 20 24 -23 25 -25 -26 -27
leaf_value=0.0087145646215650574 -0.018890923065316582 0.0378042757218571 0.060446062552650039 -0.034973245631349542 0.012188353314964024 -0.035733066659696153 0.036310468853032817 -0.016618125376899325 0.039794005505684411 0.00051763589429990509 0.0042648275364463922 0.017110024790332214 -0.026694359652060125 0.042498313930053273 -0.0062929201192593407 -0.019933282719694585 0.0086112843766455848 0.00041558404744473123 0.0027486100128618525 0.017356332557077778 -0.034568133848032853 -0.03328037035087502 -0.035033876649350919 -0.02844244495976175 -0.014501211865378928 -0.021620386185894434
leaf_weight=5.506655801087617 45.24680120870471 12.401227168738844 8.507815442979334 6.6302484981715706 10.151575569063423 21.993357989937071 22.419070459902287 10.454262200742958 11.146957501769064 229.56254714727402 362.26168316602707 4.570146169513464 38.600848212838173 11.264879908412693 25.343188785016537 6.4664341956377021 9.8982282467186433 7.9127483479678622 15.256161633878945 4.5486897639930248 13.336037002503874 4.3849507570266741 11.757859542965887 7.8482454158365744 5.1231153346598139 4.1001833193004122
leaf_count=73 403 89 56 67 98 232 203 104 61 2292 3192 46 418 101 268 59 111 69 161 49 197 64 135 85 76 54
internal_value=7.49617e-05 0.000716875 0.0021 0.0152984 0.000877466 -0.0162157 0.00809547 0.0193273 0.00194381 -0.00266547 0.0053492 -0.00710087 -0.0026655 -0.00726606 0.00865958 0.0177518 -0.019383 -0.0260325 -0.00855849 -0.0169675 -0.022325 -0.00703776 -0.023167 -0.0112763 -0.0293764 -0.0320363
internal_weight=916.694 883.794 751.543 63.2676 688.276 40.0577 54.7597 32.8733 648.218 274.809 373.409 132.251 103.975 85.1071 36.6081 18.8677 48.4991 29.9061 21.8864 32.8994 27.3928 8.93364 28.2764 12.4184 18.4592 15.858
internal_count=8763 8304 6938 591 6347 399 535 307 5948 2695 3253 1366 1046 898 369 148 529 301 228 459 386 113 320 131 273 189
is_linear=0
shrinkage=0.05


Tree=122
num_leaves=31
num_cat=0
split_feature=39 5 7 10 40 30 11 25 5 38 29 40 7 33 40 30 43 7 33 29 39 1 12 21 3 3 32 33 3 2
split_gain=3.33776 8.11389 6.42282 11.5844 8.75901 7.47257 8.30426 6.34151 6.06377 6.71111 11.778 5.52955 7.08328 6.28242 4.35155 9.24024 9.1285 9.49358 6.68634 6.02707 4.61787 4.81887 7.2206 6.81481 4.51178 4.32883 4.17669 4.12028 3.82468 5.24666
threshold=0.0042581516941850566 0.028066364076622254 80.420849967881253 54.547512243302243 0.0079159311663097778 -0.0010975673497652153 0.58397965934255847 -0.013665246282275492 0.02639755452809369 -0.0046698394607139196 -0.0020141323196835588 0.0080300763271136562 40.942798927818252 0.0093040799056287784 0.005511061348408907 0.0049452384971616819 -0.25881904510252113 28.059744224438724 0.0095466681762578377 -0.0076639743196012513 0.0043867871971066891 0.034535916284812583 0.035767595584551518 -0.016247511666346973 0.041930846069455401 0.034782377029163571 -0.00016070660692328183 0.0066157313112728813 0.043371635967014599 0.85208429500175764
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 7 5 -5 -7 -1 9 -2 -11 13 -13 -9 15 16 17 -3 24 -18 -16 23 -23 -22 -17 -12 -10 -4 -29 -30
right_child=1 14 27 4 -6 6 -8 11 26 10 25 12 -14 -15 20 18 19 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.018223626538534213 0.022819772696115792 0.015669347769294625 -0.0094957760895877114 -0.038860229255449602 0.017552563864800995 0.0059235499140995185 -0.016496860956734086 -0.00010411543478470993 0.01281816595273182 -0.031012111039955187 0.028636148410860277 -0.038732831834911371 0.0028993514869862184 0.013160476013064313 0.022601883727260595 -0.02805446327411458 -0.013978889815761779 -0.023562697837234428 -0.048747160570654709 0.017981287998842733 0.0010279458316718659 0.021585006177697177 0.00062561299506622939 -0.027973948212242184 0.0041955716995975842 0.0023780228704742452 0.042577938823219481 0.026780841049778754 0.014734511687131103 -0.01592707370499739
leaf_weight=42.090487033128738 42.614054262638092 21.027939528226852 26.224312573671341 28.386048913002014 22.835603609681129 52.200305461883545 191.71091876924038 314.24149575829506 28.648047000169754 24.710295677185059 19.320108205080032 18.180135309696198 22.675639480352402 124.17717003822327 24.040574073791504 21.853193789720535 18.665776699781418 55.997487425804138 17.979643821716309 66.814862042665482 47.37892159819603 42.1007339656353 1603.5495090633631 34.866828083992004 20.933401107788086 84.924552470445633 20.946563363075256 32.431062623858452 47.619657814502716 19.501096129417419
leaf_count=116 117 57 78 81 66 143 539 874 78 67 53 50 64 339 68 62 51 152 50 183 128 115 4518 94 57 230 58 89 131 55
internal_value=-7.93502e-06 0.00105844 -0.00249874 -0.00412311 -0.0120375 -0.0145429 -0.0116776 0.000348918 0.0101383 0.00564233 -8.61814e-06 0.00199387 -0.0155535 0.00364367 3.87835e-05 -0.00653092 -0.00027586 -0.0127811 -0.0231486 0.0109358 0.000879225 0.00057281 0.00116614 -0.0112253 -0.0121865 0.00731525 0.0255484 0.00800134 0.0126656 0.00574135
internal_weight=3138.65 2196.37 942.274 816.498 295.133 272.297 243.911 521.365 221.164 171.569 128.955 479.274 40.8558 438.419 1975.21 223.272 162.506 77.0254 60.7662 85.4806 1751.94 1727.9 1645.65 82.2457 42.7866 104.245 49.5946 125.776 99.5518 67.1208
internal_count=8763 6138 2625 2272 829 763 682 1443 603 467 350 1327 114 1213 5535 612 443 209 169 234 4923 4855 4633 222 119 283 136 353 275 186
is_linear=0
shrinkage=0.05


Tree=123
num_leaves=18
num_cat=0
split_feature=33 40 33 33 5 28 8 5 5 28 27 28 33 3 10 35 16
split_gain=3.51032 4.69806 5.10124 4.8319 8.77851 4.1727 3.89343 3.56047 14.0027 11.5551 12.6173 7.26007 5.9697 4.31104 3.31362 2.3674 2.14936
threshold=0.0042703287206451923 0.0030713528812234682 0.0054637429555784737 0.0060139694115028649 0.016913789512658029 -0.0023967633092303602 29.135695300716847 0.024713127901306982 0.027832889760787616 -0.0070121353583015031 -0.0015973907617009397 0.036741189352490725 0.0069763258299266467 0.038429793795944044 45.127911790497997 1.0000000180025095e-35 0.014244943889566247
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 15 4 6 -1 14 9 12 10 -4 -11 -9 -10 -2 -3 -6
right_child=1 2 7 -5 16 -7 -8 8 13 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.038388192863123428 0.023147386477158027 -0.0057275084864381078 0.01214657401857022 0.029826660677372243 -0.027338540376476341 0 0.037368257489383078 0.011283109732075568 -0.010928127788009905 0.0074732818683440443 -0.030419086347772645 0.037972921046142534 -0.017532177293336285 0.00078628066231342534 -0.0070669020318290341 -0.032280366647930714 -0.0025104741458442915
leaf_weight=12.887395814061167 18.049235969781876 17.245873540639877 29.591452538967133 24.429248720407486 16.834553092718124 15.529472753405569 16.982953697443008 20.023235023021698 81.199030980467796 222.693349391222 41.631508022546768 21.429106712341309 156.13325336575508 2288.8743582367897 17.724484086036682 17.428961247205734 19.023218750953674
leaf_count=57 50 50 84 71 50 48 50 56 233 616 118 59 452 6614 50 51 54
internal_value=-1.22864e-05 0.000151517 -0.000237257 0.0101478 0.00463881 -0.0174738 0.0176421 -4.1901e-06 -0.000626677 0.00500478 -0.0126717 0.0101855 -0.0142239 0.00038239 0.00806004 -0.0192723 -0.0143495
internal_weight=3037.71 3009.29 2896.25 113.044 88.6144 28.4169 52.7567 2861.58 2546.23 315.345 71.223 244.122 176.156 2370.07 35.7737 34.6748 35.8578
internal_count=8763 8658 8333 325 254 105 150 8232 7355 877 202 675 508 6847 100 101 104
is_linear=0
shrinkage=0.05


Tree=124
num_leaves=31
num_cat=0
split_feature=12 40 21 5 44 36 20 7 21 31 14 12 27 41 40 41 32 18 5 14 43 18 39 40 24 41 39 32 17 12
split_gain=3.78491 7.45752 8.08225 7.15282 6.10335 7.9978 6.28132 8.33802 5.50889 8.14808 12.031 8.33751 6.83812 6.88978 4.6726 3.89435 4.41992 5.80796 4.68791 4.81993 4.53705 4.44903 3.79317 7.22626 5.75397 3.78597 3.0566 2.93531 3.36366 2.88042
threshold=0.046440993233288839 0.0063577282564199642 -0.007476150486458521 0.074019725649657128 0.78656609248549303 0.0016241456391629108 0.86013179596943312 32.880630953353766 -0.014036001387301971 -0.0017300357859522171 0.76716618977829742 0.034376272590427234 -0.00045774137364424332 0.0014016971353901174 0.0075385976434710336 0.0077316112174685937 0.0037528470224893139 0.91501454938850479 0.036878737906607957 0.93417437282404758 0.12940952255126045 0.26320081416112046 0.0024903207161796341 0.004220762241510123 0.0044112412034858677 0.00087114241161134157 0.0059940723833248099 0.0036618135869838611 0.98099547419138766 0.036482784481098464
decision_type=2 2 2 2 2 2 2 2 2 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 29 6 -6 14 -8 22 10 11 -10 26 -14 -3 16 17 18 21 -20 -19 -2 23 -1 -25 -12 -11 -17 -29 -4
right_child=15 2 3 -5 5 -7 7 -9 9 12 25 -13 13 -15 -16 27 -18 20 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.021412499427602625 0.020454851803059063 -0.0017405077167812607 0.022363125570733458 0.04753223423545519 0.094162370694169426 0.017422106484916891 0.0075312404474126684 0.08889006015102624 0.065847256734795676 -0.025390747822997408 -0.035277419843607993 0.0021723873923514452 0.01747761356048581 -0.0034141155475464246 0.042272700734038882 -0.014417710661693117 -0.019923220441417852 0.0041096389851180328 0.0096745732726875797 -0.0065339271838101565 0.06104200528804038 -0.026462858837700699 -0.010673039008956085 0.0028369401556667616 0.067821682345731896 0.0088640099950523833 0.009338329140790122 0.034306041012297818 -0.008377087528060068 -0.018412592652084583
leaf_weight=9.875382713973524 6.0357399247586718 30.109824609011412 4.9256259351968756 5.8059729151427737 6.714422654360531 7.2619612999260426 6.6429916545748693 6.188903383910656 17.460279166698459 32.824761286377907 5.7994125485420218 7.5122542902827254 61.477290168404579 109.09261528030038 7.3821369409561148 103.37370568700135 25.596465244889259 7.2922658212482911 110.39048425108194 78.001723378896713 7.038451861590147 26.532276183366776 136.15206105262041 7.3382377140223962 6.5589499697089195 27.25217230618 7.5521558150649062 6.9509040266275433 12.990277726203201 28.151257414370775
leaf_count=76 57 249 39 64 50 62 60 42 106 330 50 59 455 907 51 1279 300 74 1074 868 66 261 1222 56 50 264 74 75 162 281
internal_value=7.77654e-05 0.00281361 0.0148753 -0.00300302 0.025752 0.0550513 0.0174226 0.0475417 -7.9324e-05 0.00427794 0.0208548 0.046977 -0.000265809 0.00409227 0.00688205 -0.00369781 -0.000216312 0.00191384 -7.0674e-05 0.00293719 0.0326474 -0.0175787 -0.00743697 0.0108545 0.0341299 0.000884841 -0.0187644 -0.0110167 0.00634844 -0.0121407
internal_weight=916.281 532.079 103.183 38.8829 64.3002 13.9764 50.3239 12.8319 428.896 268.971 58.0241 24.9725 210.947 170.57 37.492 384.202 260.887 235.291 220.96 188.392 14.3307 32.568 159.925 23.7726 13.8972 33.0516 40.3769 123.315 19.9412 33.0769
internal_count=8763 4547 898 384 514 112 402 102 3649 2245 479 165 1766 1362 300 4216 2700 2400 2260 1942 140 318 1404 182 106 314 404 1516 237 320
is_linear=0
shrinkage=0.05


Tree=125
num_leaves=19
num_cat=0
split_feature=28 24 31 28 31 12 33 12 12 12 12 38 31 16 1 16 21 15
split_gain=3.39227 4.78942 4.00013 14.3214 12.286 12.459 11.8207 10.8152 12.3241 10.7412 7.66103 7.57449 7.30693 13.1841 10.624 7.09844 6.91415 2.97319
threshold=0.11463978327039731 0.046733664364439091 0.0049437858204594348 0.043661678900185068 0.0013217093023833047 0.059706512401300003 0.01045035268618889 0.036336786861423435 0.047874822371339103 0.042824575833845392 0.028407266222179841 0.056943285172126219 -0.001812871709782687 0.010999288280361879 0.048090608767043318 0.065109331823720765 -0.029085861584053026 1.2123496008522265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 12 6 -6 10 -9 15 -4 -11 13 -1 -14 -5 -7 -2
right_child=17 -3 3 9 5 16 -8 8 -10 11 -12 -13 14 -15 -16 -17 -18 -19
leaf_value=-0.035586957546495629 -0.00033526232610731912 0.023000564797532524 -0.0057933068189561596 -0.030013666089337879 -0.0041716626702963952 -0.0038905116475047175 -0.019255221109402476 -0.005724943001920238 0.015100930510634776 -0.0041189188630091616 0.029630719828865029 0.010616531757558065 0.0092362383176960369 -0.00048394088281999097 -0.0058618154424599422 0.0040863411032632463 0.029571920579346451 -0.029855527196803285
leaf_weight=27.484983801841736 17.086357653141022 22.689847901463509 18.127578735351562 53.376269519329071 395.96013180911541 27.812434837222099 194.14838114380836 139.26331895589828 144.35205945372581 291.23381567001343 88.556154668331146 124.34296751022339 467.04117877781391 896.19754914939404 154.73286546766758 20.984167516231537 33.890858680009842 17.658505141735077
leaf_count=82 50 73 51 145 1093 79 530 378 398 798 242 362 1296 2555 425 61 93 52
internal_value=-9.2308e-06 0.000163537 -3.95334e-06 0.00284229 -0.00114653 -0.00690422 -0.00914512 0.00998942 0.00485879 -0.00284201 0.0235649 0.000279478 0.0012789 -0.00153761 0.0054706 -0.0203311 0.0144261 -0.0155246
internal_weight=3134.94 3100.19 3077.5 880.236 2197.27 651.812 590.109 390.299 283.615 489.937 106.684 415.577 1545.46 923.683 621.774 74.3604 61.7033 34.7449
internal_count=8763 8661 8588 2435 6153 1795 1623 1069 776 1366 293 1160 4358 2637 1721 206 172 102
is_linear=0
shrinkage=0.05


Tree=126
num_leaves=28
num_cat=0
split_feature=20 28 28 10 20 44 21 30 1 16 37 32 10 30 30 39 42 10 28 21 35 9 44 1 27 28 28
split_gain=3.45943 6.55778 7.64587 6.06374 4.42345 6.7933 5.06022 5.96152 4.65859 6.25548 6.58862 4.58487 4.58006 5.96888 5.72242 4.4425 3.89241 3.94559 6.94431 5.46222 3.66712 3.65776 3.53674 3.26768 2.86283 2.32325 1.8663
threshold=4.7764982782858256 0.023185633735225922 0.047085076386624687 29.232579593867673 0.31674492282543754 -0.12940952255126037 -0.0022045592878632797 0.0014331911579858172 0.020612880729968443 0.020691461193257155 0.0082163929795526797 -0.00052625121908326177 74.875637719503985 0.010549467723550981 0.01753888354704141 0.010973334867713872 0.76205168214146501 34.525878802185751 0.025630316462735454 -0.038251280917257942 -0.00028282867849976906 -16.499849864878602 -0.37940952255126015 0.088213908494155793 0.014974756887959543 0.00053406443006437864 0.067139745446888763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 8 16 -8 -1 10 -10 -11 13 15 -15 -7 17 18 -6 -19 24 -14 -22 -23 -9 -5 -4
right_child=1 2 26 25 6 12 7 20 9 11 -12 -13 21 14 -16 -17 -18 19 -20 -21 22 23 -24 -25 -26 -27 -28
leaf_value=-0.022010364948472857 -0.0021483185514579624 -0.029239201759705843 0.018575926618445499 0.042329284762392477 0.0065773451915822042 0.0036060124380678515 -0.036583966403595861 -0.005717864389243172 0.0023911871615797647 0.004857456935476432 0.038531422927183784 -0.0061058552185998529 0.032838205571018311 -0.016934099333912146 0.0086642032909081783 0.015471762348383922 0.017779664541733946 0.0089442342590015048 -0.023941122091149597 -0.0039027320591980136 -0.013245026832719423 -0.005501624902958158 0.0050405859760606448 0.022904966232890595 -0.034848564025401402 0.018921511134104792 -0.0023125686917997656
leaf_weight=28.680481866002083 23.168590903282166 19.995558798313141 21.336249649524689 19.466547042131424 229.52954874932766 523.31965477764606 19.335288122296333 16.670562952756882 39.510869085788727 129.11050213873386 18.667063534259796 360.21681542694569 24.397158652544022 62.39553228020668 33.188883721828461 93.340962797403336 26.324289947748184 89.721529677510262 20.136696964502335 1022.6563245505095 44.514570891857147 20.781329929828644 64.404293373227119 19.206630676984787 18.122716188430786 26.538513123989105 20.555122405290604
leaf_count=85 69 60 59 54 661 1469 62 49 113 370 52 1050 68 173 93 269 73 263 60 2949 150 57 202 53 68 74 58
internal_value=-1.08895e-05 0.00793031 -0.00382575 0.0185105 -0.000371238 0.0017163 -0.00219476 -0.0105287 -0.00239124 -0.00135055 0.0141192 -0.00320253 0.00477006 0.00360537 -0.00799382 0.0054124 -0.00121175 -0.00158375 0.00408728 -0.00286132 -0.0069654 0.017551 -0.00239208 0.00804073 -0.0210908 0.029005 0.00822626
internal_weight=3035.29 131.061 61.8869 69.1737 2904.23 1352.82 1551.42 163.047 576.186 547.505 58.1779 489.327 776.63 712.245 95.5844 616.661 1388.37 1362.04 249.666 1112.38 143.712 64.3851 108.919 39.988 34.7933 46.0051 41.8914
internal_count=8763 374 177 197 8389 3852 4537 531 1670 1585 165 1420 2182 2004 266 1738 4006 3933 721 3212 469 178 352 110 117 128 117
is_linear=0
shrinkage=0.05


Tree=127
num_leaves=28
num_cat=0
split_feature=28 30 40 28 40 12 42 42 17 28 40 16 17 5 20 32 21 21 12 4 34 27 12 41 20 44 37
split_gain=3.82225 3.77036 3.52685 4.3971 5.38194 7.91368 4.58962 4.52582 5.44643 3.34189 7.53324 5.61651 5.4305 12.4139 4.78805 3.19508 3.13799 3.11775 1.95907 3.00518 4.3026 6.47301 1.37551 1.36317 0.898903 0.642857 0.14012
threshold=-0.03395997275614681 -0.014189649903790227 0.0094206993973739682 0.062390130030368446 0.0073754352970243084 0.046285447993078245 0.89247776982033422 0.90819505336959183 1.9801441685375656 0.048356399128317816 0.012617762945769299 0.041175532426657009 -0.22149445174919338 0.063578205897773354 -1.99283007072247 0.0025347325048521996 -0.033149079124906132 -0.022768771497055525 0.054403769570763955 0.40544754029682656 -0.0063598930294220249 -0.010715264643961426 0.052645033648195415 0.011928830455176171 1.7120268101787552 0.60355339059327384 0.0086996926773217371
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 4 6 -6 -3 22 -9 10 25 -12 13 -11 -14 18 23 -18 -1 20 24 -22 -5 -17 -20 -4 -21
right_child=1 2 9 7 5 -7 -8 8 -10 12 11 -13 14 -15 -16 16 17 -19 19 26 21 -23 -24 -25 -26 -27 -28
leaf_value=-0.034315751521105817 0.038913891072058761 0.0022512088300995678 -0.030499565242978408 -0.011968504369737551 0.038768910646356375 0.0062105628828251925 -0.015185322903258996 0.049948147966965173 -0.023444132923753996 0.069580040171635785 0.055031165202432931 -0.0070232633413919113 0.029350752875272057 -0.025633059756889311 -0.013960524950565127 -0.033639082726661267 0.046172183248074476 -0.0052494316883181479 -0.034155833149101943 -0.03423966820710652 -0.0096292722123586978 0.051086709600532035 -0.035041055477512573 0.0063271806382628141 -0.0012106976499092852 -0.015966205128374721 -0.01676727944667324
leaf_weight=12.452883072197436 6.4299587719142428 516.16967050731182 30.672339987009764 12.939509626477959 23.372527271509171 94.311532620340586 40.579005017876625 5.1158959493041021 4.7189905047416687 7.8500830568373186 5.3283984735608128 10.729458831250666 7.4525417909026137 5.8429816514253616 39.640297770500183 4.8143431618809718 6.4894801564514637 5.0146676413714868 8.8085084669291955 10.696711570024489 11.896374151110647 6.7503619603812757 15.172680418938397 3.4055460467934608 3.1258114092051974 12.978949174284933 3.0762372612953177
leaf_count=207 62 4335 369 154 172 823 385 55 59 64 47 139 79 74 519 71 66 54 132 169 175 71 185 41 53 157 46
internal_value=7.22019e-05 0.00105348 0.00075055 0.00209434 0.003033 0.0127467 0.000968857 -0.0144213 0.0143482 -0.00714775 -0.0155443 0.0134716 0.00102992 0.0286978 -0.00695281 -0.0106114 0.00652076 0.0234745 -0.0166488 -0.0115101 -0.0025663 0.0122393 -0.0246785 -0.0166028 -0.0260242 -0.026339 -0.0308466
internal_weight=915.836 839.305 832.875 712.38 674.433 117.684 556.749 37.9471 9.83489 120.495 59.7091 16.0579 60.7859 13.6931 47.0928 76.5309 19.724 11.5041 56.8069 44.354 30.5811 18.6467 28.1122 8.21989 11.9343 43.6513 13.7729
internal_count=8763 7678 7616 6168 5715 995 4720 453 114 1448 712 186 736 138 598 1085 232 120 853 646 431 246 339 112 185 526 215
is_linear=0
shrinkage=0.05


Tree=128
num_leaves=19
num_cat=0
split_feature=28 29 9 10 30 28 33 28 7 25 12 12 39 15 14 43 7 3
split_gain=3.18357 4.53015 3.28438 8.84119 8.19656 6.07889 9.54174 7.80608 5.68117 7.21809 5.65832 5.76713 4.8126 3.55453 3.07262 2.91661 1.83594 1.31062
threshold=0.11463978327039731 0.029334262510806289 -16.141343037772966 74.410179809783912 0.0091198533695504343 0.089524485080739832 0.017896207293129164 0.074609987732119548 78.232991948762148 0.00089031868140774975 0.037823030773014264 0.046796306195262503 0.0072098793202287322 1.0773198934477561 1.2025569294059855 0.12940952255126045 82.713557524925406 0.035538646764921002
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 17 7 -7 -1 9 14 13 -12 -6 -10 -4 -2 -3 -5
right_child=15 16 8 4 12 6 -8 -9 10 -11 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.00033152582213544294 -0.00035235731904795405 0.031070512622366642 -0.0080776085356533515 -0.043538653769984732 0.0079386164459336519 -0.041009500500854286 0.0046955813516586682 0.015948979873254044 0.030764226484679736 0.033726162165433206 -0.014396220812567457 0.0021351547827696479 -0.022483339267831966 0.0061592059689905302 0.013793123129525723 -0.029636117057220464 0.0083561490578668504 -0.024266976937239851
leaf_weight=2395.3515415787697 17.443418651819229 14.645932674407957 26.69195444881916 17.213838741183281 35.595779567956924 22.825105607509613 22.369671553373337 75.855090320110321 17.433137878775597 32.61234587430954 80.666166871786118 150.97463005781174 20.266992330551147 97.311995357275009 39.384316295385361 17.17318668961525 24.921041741967201 23.477388501167297
leaf_count=6672 50 50 75 53 103 63 63 208 48 90 226 423 57 274 109 52 81 66
internal_value=-8.96406e-06 0.000158186 -5.79536e-05 -0.000735883 -0.0155763 -0.000163873 -0.0183164 0.000166815 0.00391009 0.0144901 0.000877998 -0.00360385 -0.00302957 0.0099645 0.00488388 -0.0150675 0.0169472 -0.0326289
internal_weight=3132.21 3097.6 3058.03 2612.96 96.554 2516.4 45.1948 2471.21 445.075 98.6886 346.386 231.641 55.8628 114.745 66.0763 34.6166 39.567 40.6912
internal_count=8763 8661 8530 7285 279 7006 126 6880 1245 274 971 649 160 322 184 102 131 119
is_linear=0
shrinkage=0.05


Tree=129
num_leaves=17
num_cat=0
split_feature=33 40 33 33 5 18 19 1 5 5 28 30 1 8 12 42
split_gain=3.3098 3.86758 5.24416 4.93077 5.65373 5.02286 4.25538 3.92187 3.39893 12.9924 10.8007 10.2688 7.02041 5.54842 4.02173 2.454
threshold=0.0039675278711387325 0.0030713528812234682 0.0054637429555784737 0.0060139694115028649 0.016913789512658029 0.63074436270658885 0.45934414186626532 0.020268570389798964 0.024713127901306982 0.027832889760787616 -0.0070121353583015031 -0.00256654109282438 0.02130608978330813 -90.053993466386089 0.027332845528290194 0.52356547766834949
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 15 4 5 6 -2 -6 10 13 11 -4 -12 -10 -11 -3
right_child=1 2 8 -5 7 -7 -8 -9 9 14 12 -13 -14 -15 -16 -17
leaf_value=-0.021360580933415193 0.017446640234408745 -0.032786995766486471 0.012909038882032556 0.028992314520336515 -0.02704883069000328 0.035812431510960141 -0.014636882651881412 0.0048698091429184307 0.0097182648347269376 -0.015546553491721852 -0.0035836383550009797 -0.026550262950854078 0.015200693918186424 -0.017107946344501468 0.00062145504159047589 -0.0060267104122275067
leaf_weight=17.944050624966621 24.395851567387581 17.35685008764267 25.603965848684311 24.269859552383423 19.273009777069092 17.543353274464607 17.669283792376518 18.638919740915298 21.724421620368958 38.994729533791542 68.82848072052002 45.350268632173538 175.36436998844147 153.54421725869179 2328.4239272624254 18.006423115730286
leaf_count=70 71 53 72 71 57 52 53 53 61 113 194 130 481 447 6734 51
internal_value=-8.53756e-06 0.000117588 -0.000248289 0.00884329 0.00375303 0.0133839 0.00384876 -0.0112534 -9.41048e-06 -0.000618281 0.00488589 -0.0122428 0.00988635 -0.0137507 0.000352388 -0.0193575
internal_weight=3032.93 3014.99 2893.2 121.79 97.5204 59.6085 42.0651 37.9119 2857.83 2542.69 315.147 70.9542 244.193 175.269 2367.42 35.3633
internal_count=8763 8693 8336 357 286 176 124 110 8232 7355 877 202 675 508 6847 104
is_linear=0
shrinkage=0.05


Tree=130
num_leaves=25
num_cat=0
split_feature=0 3 31 33 14 37 27 28 43 9 13 28 31 33 17 34 13 19 11 37 3 29 24 24
split_gain=3.5984 3.40758 10.9869 10.7756 7.98936 12.6914 5.9975 9.80898 5.77873 6.11475 4.97569 4.7987 8.42545 7.719 6.75195 4.7478 3.80467 2.93602 3.27004 2.00865 2.23925 3.41486 1.23327 0.136611
threshold=0.10191204891055021 0.04271805525161481 -0.001812871709782687 0.0090811972922570702 0.76716618977829742 0.00082997746935764571 -0.00045774137364424332 0.011710765455734431 0.37940952255126054 -64.385711760180712 -1.8254490294212558 0.01595780957686942 0.0080755124465676353 0.0097042684593938115 -0.35139793499559618 -0.0033898731579081738 -1.3095966731494781 0.039210227430122112 -0.026841786222982823 -0.065050997255393525 0.045598196415839898 -0.0066969339000348396 -0.0068773195221363435 0.0005555302299690599
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 4 6 5 -2 16 -8 9 -6 15 17 13 -13 -14 -3 -4 22 -19 -1 21 -21 -12 -22
right_child=1 10 3 -5 8 -7 7 -9 -10 -11 11 12 14 -15 -16 -17 -18 18 -20 20 23 -23 -24 -25
leaf_value=0.017377640416385686 0.011915727485606599 -0.00047896812181535324 0.0074997604305689818 0.065148500736682713 0.056321326826815891 0.081686805207380614 0.014595699898823554 -0.011012415404934745 -0.034895769217290436 -0.0068011983543244219 -0.0079466118090472989 -0.0086783940459091834 0.014446350023342014 0.013988270131253665 -0.013435363638217636 0.071119391083331512 -0.032178710325345333 0.022915201653956458 -0.0060353644761148521 0.022895235930413659 -0.034491031972603406 -0.033413877334385188 -0.035160199085083797 -0.017638959289722134
leaf_weight=3.6587023138999966 13.871379978954794 4.3706596530973911 7.877772361040118 6.0984854474663726 6.7701811380684385 12.601279497146605 77.44700114056468 71.996134761720896 6.4187101610004893 8.3756429627537727 7.2950041294097927 48.834787491708994 27.242353569716215 158.68009824119508 103.28019739873707 4.5138575509190542 23.042774565517902 9.9541332982480508 273.0843287166208 5.798906285315752 14.497921127825977 4.8273790292441863 11.969179594889281 3.1663650758564463
leaf_count=51 94 55 87 39 55 71 573 606 62 64 90 438 249 1400 1257 47 196 116 2662 62 232 72 143 42
internal_value=5.92076e-05 0.000661446 0.00582982 0.000304719 0.0271271 0.0454981 -0.00189497 0.00222611 0.00423816 0.021271 -0.00119828 -0.00172392 0.0023583 0.0086284 -0.00757108 0.0357274 -0.0219169 -0.00630449 -0.00499181 -0.0163929 -0.0209823 -0.00229213 -0.0252074 -0.031868
internal_weight=915.673 883.724 234.499 186.462 48.0372 26.4727 180.364 149.443 21.5645 15.1458 649.225 640.34 338.037 207.515 130.523 8.88452 30.9205 302.303 283.038 31.9493 28.2906 10.6263 19.2642 17.6643
internal_count=8763 8304 1847 1501 346 165 1462 1179 181 119 6457 6355 3344 1838 1506 102 283 3011 2778 459 408 134 233 274
is_linear=0
shrinkage=0.05


Tree=131
num_leaves=31
num_cat=0
split_feature=35 28 8 28 32 44 43 19 31 31 8 32 31 5 14 39 28 44 38 1 41 14 36 24 28 32 26 42 27 39
split_gain=3.21051 7.33172 5.76356 5.55457 11.5187 9.62315 9.24807 14.0278 8.82856 8.18926 8.08449 8.34115 6.72273 5.49032 6.81449 5.31219 4.91032 5.0051 5.61617 4.65512 4.3347 4.29844 4.16732 8.05104 4.48311 4.15745 4.09449 5.1936 3.91524 3.84353
threshold=-0.0065857029544268966 0.0031661553528008028 -104.62236596834869 -0.0023967633092303602 0.0060046353236393327 -0.12940952255126037 0.37940952255126054 0.74507653140186458 -0.0018681918218528073 -0.001135349838324266 101.65988940441832 0.0030872233700991163 -0.0032820409326014557 0.070973076207043032 0.25431295548975136 0.010669688201788661 -0.029280423862877387 -0.5 -0.02130806693992959 0.044566910586626589 0.005576641689708335 0.4048037811976441 -0.023133359885742662 -0.022162966821130444 -0.054691144646274253 -0.0013539319076477537 -0.0029989471033544444 0.29132556400850024 -0.0021182696055701794 0.011487215153331879
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 -2 6 5 12 7 9 -7 -4 11 -8 -5 14 19 -9 22 18 -18 -3 -20 -16 23 -1 -24 -26 27 -19 -23 -25
right_child=2 13 3 4 -6 8 10 15 -10 -11 -12 -13 -14 -15 21 -17 17 26 20 -21 -22 28 24 29 25 -27 -28 -29 -30 -31
leaf_value=-0.0092379300437579765 -0.018915445502575054 0.0070720391169736873 0.00063058255991069569 0.022894514846760004 0.030051271293363546 -0.021419099933353836 0.011061384583645738 -0.011402993801078089 -0.0044947358404113704 0.021972355761413029 0.041124398120317707 -0.023389632059136259 0.00049682393128847361 0.021534099064091223 0.030036143169564822 -0.041041862574518084 -0.013827145078596854 -0.010397092954959854 0.02786919373647875 -0.024815108662770938 -0.0034806681994689424 0.021671311932756534 -0.014144508210058075 0.030895235099179366 -0.0072275850105789049 0.022825444152976517 0.0058710159781807355 -0.036283542022971245 0.0031867337323350496 0.0056383840652853724
leaf_weight=32.245088487863541 43.374625831842422 18.805588781833649 276.30314134061337 35.076147347688675 27.297983542084694 85.192567691206932 211.51774199306965 96.73325651884079 822.67601002752781 53.713039919734001 20.307610034942627 18.984963297843933 718.19783103466034 64.402731478214264 21.80621126294136 18.114846095442772 31.550187110900879 58.535369753837585 24.285367637872696 28.2476507127285 19.627156049013138 35.13942962884903 49.130502343177795 39.784650146961212 22.957526013255119 22.564916715025902 19.612662494182587 29.604474246501923 159.0560205578804 25.158601298928261
leaf_count=92 120 51 789 98 89 238 617 269 2285 151 59 54 1980 186 59 54 86 160 66 77 53 97 141 117 67 68 53 81 432 74
internal_value=-7.45217e-06 0.0029674 -0.000870518 -0.000539347 -0.00209027 -0.00262324 0.00321739 -0.00110136 -0.00609058 0.00412489 0.0108949 0.00819329 0.00154931 0.00843549 0.00520265 -0.016153 -0.00179439 -0.00765557 0.00216119 -0.0119769 0.0137674 0.00897194 0.00377828 0.0110585 -0.00364796 0.00757712 -0.0145726 -0.0191798 0.00656666 0.0212115
internal_weight=3130 702.514 2427.49 2384.12 1688.44 1661.14 695.675 444.864 907.869 330.016 250.81 230.503 753.274 327.458 263.055 114.848 375.057 183.215 75.4627 47.0532 43.9125 216.002 191.841 97.1883 94.6529 45.5224 107.753 88.1398 194.195 64.9433
internal_count=8763 1960 6803 6683 4690 4601 1993 1263 2523 940 730 671 2078 902 716 323 1058 499 205 128 119 588 559 283 276 135 294 241 529 191
is_linear=0
shrinkage=0.05


Tree=132
num_leaves=20
num_cat=0
split_feature=31 40 3 12 33 27 27 40 28 1 28 2 39 8 27 0 28 1 32
split_gain=3.38868 4.63302 9.2535 8.78982 9.0284 10.0224 9.23919 8.21926 6.19571 10.9838 9.97128 6.52261 4.61999 4.99305 4.94051 4.51561 5.69627 3.31531 2.23463
threshold=0.021325839060730514 0.015169236847580049 0.11263952979781101 0.07961933544481832 0.018888501636718572 -0.012812408947314355 -0.010715264643961426 0.016684974784509959 -0.031226921234289502 0.16831223492336214 0.034061288597213177 0.27079744910878517 0.010862640275179103 -19.85883705859985 0.0022180114208521636 0.23850638919606523 -0.054691144646274253 0.088213908494155793 0.00054403081117986713
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 6 -6 -1 -3 9 -9 -10 -11 13 -5 -14 -4 -17 -18 -2
right_child=18 7 15 12 5 -7 -8 8 10 11 -12 -13 14 -15 -16 16 17 -19 -20
leaf_value=-0.014462680450763116 0.024036760111552046 -0.032883312769528009 -0.002687198956161155 -0.0050727627761443898 0.046782020898138238 0.0061066463923055781 0.00034860564724358738 0.03058706853225714 -0.041430250653998052 0.0063436309875422097 0.0053466904693575245 -0.036536979095966718 -0.020206342580499165 -0.037085666072719979 0.015265407942057194 0.040248352275325451 0.02522040712798302 -0.0039610333040025021 0.0019359781751150922
leaf_weight=109.8528223335743 23.833753496408463 28.809487730264664 23.175296932458878 19.983186721801758 20.647734761238098 57.647556126117706 2475.8132574558258 28.010388314723969 21.695602402091026 21.613403528928757 23.487020075321198 14.739302307367323 19.424583405256271 32.905637726187706 19.568256080150604 27.331839263439178 18.642620339989662 19.688607960939407 22.962133929133415
leaf_count=369 69 95 66 57 57 165 7083 80 70 61 74 51 57 94 55 82 53 58 67
internal_value=-8.37637e-06 -0.000219674 0.000213315 -0.000297183 0.000225659 0.0169432 -0.000279258 -0.00915207 -0.00284108 0.00706409 -0.0170459 -0.0109578 -0.0154943 -0.0251169 -0.0022837 0.0160882 0.0227848 0.0101301 0.0133261
internal_weight=3029.83 2983.04 2844.68 2755.84 2663.96 78.2953 2585.67 138.355 109.546 64.3631 45.1826 36.3527 91.8817 52.8888 38.9928 88.8384 65.6631 38.3312 46.7959
internal_count=8763 8627 8196 7937 7674 222 7452 431 336 192 144 112 263 151 112 259 193 111 136
is_linear=0
shrinkage=0.05


Tree=133
num_leaves=30
num_cat=0
split_feature=15 22 40 35 43 39 39 40 40 10 38 38 38 27 4 20 31 39 30 28 26 26 43 5 10 19 38 14 5
split_gain=3.539 6.99401 5.50705 3.68459 3.95708 4.70296 4.38692 5.87797 3.54721 2.85839 4.35489 4.42774 4.0042 9.05367 2.65896 4.25877 3.52144 2.58424 2.56148 4.52374 2.47703 4.66282 4.45599 1.61067 1.48293 1.30282 0.386077 0.132604 0.081399
threshold=-0.056547475487352512 0.17092633553845729 0.0063577282564199642 0.0063850938442480141 -0.37940952255126059 0.0017146837697394055 0.0014644093830212112 0.0022805641646493177 0.0030713528812234682 52.689517811242645 0.04592687038354238 0.041531877038733962 -0.0068589363800093941 -0.0026861072109059113 0.34034015135690959 0.98847828406696048 0.0023179646328511361 0.0078784847581383818 -0.0037325671410608301 -0.04170289953503057 -0.012668567539031044 -0.017914743919993887 -0.78656609248549303 0.043170541016280636 23.607026570152119 0.16782622947704676 -0.0068589363800093941 2.1300197859247918 0.035582491168042914
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 4 5 -3 -6 -8 -7 12 11 -11 13 -5 15 16 18 -12 19 -1 21 24 -23 -14 -17 27 -20 -22 -16
right_child=1 3 -4 9 6 8 7 -9 -10 10 17 -13 23 -15 28 20 -18 -19 26 -21 25 22 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.021091329390880483 0 0.032019208576570153 0.053075788021332296 -0.014115574144211569 -0.029147753755255437 -0.025052735246459124 0.045548799247507987 -0.0006064717673766604 0.0070102841735150525 0.00092668720327874479 -0.031717343216244955 0.036640955326630247 -0.035892376666839504 0.049049208153616478 -0.018684444574433631 0.0044778247824512445 0.034513413261695124 -0.0056218533094723015 -0.034054077359274106 0.027542884474446579 -0.034767696506565929 0.06008799768553931 -0.00096876808783399437 -0.012062166032651487 -0.030461334221258581 -0.0058094671932967584 -0.010401235897371604 -0.018770158464505568 -0.03431869582984217
leaf_weight=7.6033790484070805 8.2734920382499713 18.372962415218353 11.345764100551603 30.090961277484894 12.983981665223835 8.8689489215612394 6.9463085457682601 323.83270827680826 195.03608867898583 101.67835610732436 14.659254040569065 9.4264176264405233 18.894434489309791 6.8775162622332564 3.2880162335932246 3.6221779100596931 8.9772097729146463 28.477404834702611 4.5874055065214634 12.272741714492438 15.823866810649642 4.0413454063236705 10.171290419995783 12.786829676479099 12.899630125612019 6.8566171601414672 4.1742881163954753 3.5162131674587718 8.7312404103577119
leaf_count=117 69 93 73 355 99 67 45 2975 1605 988 174 93 174 59 38 58 82 376 53 120 215 46 126 143 212 78 48 56 126
internal_value=5.86968e-05 0.00119327 0.0306093 0.00045163 0.00260161 0.00780092 -0.000747024 0.000361144 0.00557958 -0.00498463 -0.00116889 0.00403196 -0.0134709 -0.00212906 -0.00849593 -0.00559814 0.00735804 -0.0146584 -0.00107095 0.00867568 -0.014244 -0.00439198 0.0163418 -0.0264998 -0.0225197 -0.0255518 -0.023594 -0.0322279 -0.0306438
internal_weight=915.117 808.551 19.6193 788.932 566.041 222.278 343.763 330.779 203.905 222.891 154.241 111.105 68.6497 36.9685 106.565 94.5462 37.615 43.1367 28.6378 19.8761 56.9311 30.7344 14.2126 31.6813 16.5218 26.1967 8.76169 19.3401 12.0193
internal_count=8763 7388 142 7246 4884 1765 3119 3020 1672 2362 1631 1081 731 414 1375 1211 420 550 338 237 791 442 172 317 270 349 101 271 164
is_linear=0
shrinkage=0.05


Tree=134
num_leaves=30
num_cat=0
split_feature=38 3 30 3 3 44 28 16 19 35 28 5 27 28 27 39 32 7 39 3 21 44 20 4 7 18 25 10 39
split_gain=3.16452 7.16375 9.8309 16.5079 9.38333 7.9439 5.87923 6.07724 4.75997 4.45133 4.40711 12.239 8.63289 6.53109 13.5527 7.69471 6.67001 6.48029 6.46236 5.62159 5.61687 5.28178 4.51085 4.20901 3.52129 2.58606 2.47421 1.66126 1.00351
threshold=-0.036591404269771692 0.08012925940895832 -0.0087536106317376346 0.11819121720911678 0.068229154637254749 0.1294095225512602 -0.019073178787354591 0.053209830373279914 0.013369117763661552 0.0031344423986090502 -0.047970953984325417 0.047746888731244989 -0.0031829148898589372 -0.028123411753911694 -0.0087724572199840058 0.0098462721701445648 0.0060046353236393327 59.282978387375216 0.010973334867713872 0.049979312886851555 -0.041676306657786773 1.0000000180025095e-35 2.0456232135853285 0.33689069384532838 31.835520053038078 0.23060579328888817 -0.053600591782825509 38.605152199864392 0.0057817823629547011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 6 -3 7 -1 -6 26 11 -2 17 15 23 19 20 24 -14 -12 -16 -21 -18 -15 -13 -7 -5 -4 -10
right_child=10 2 27 9 8 25 -8 -9 28 -11 13 12 18 14 16 -17 22 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0088513006581179259 -0.041956345861143211 -0.0065441153931624727 0.032437411449255014 0.0054465507821119122 0.0066756902162821378 -0.025803481338802715 -0.019848614448027112 0.026341740391619441 0.026902176298867816 -0.0063084792266099032 -0.0028944255992871286 0.0078635579962722073 -0.00089641038544981718 -0.047114800026905185 -0.01695357389577367 -0.015583831299927204 0.039937907047733999 -0.015311936140161915 -0.038490173822100987 0.014308777195620971 -9.8375929694636562e-05 0.045188963312286147 0.0030078043526720771 -0.013015580073258896 0.037810905916341842 -0.052806307915830165 0.030334025639226627 0.010172691340719282 0.044961476773400788
leaf_weight=21.182439729571342 23.708911418914795 34.299900203943253 18.1275974214077 17.867397874593735 17.3680479824543 18.696652233600616 21.81444251537323 28.411763325333595 14.73491334915161 25.532351449131966 20.225040555000305 22.209634900093079 25.347964107990265 18.853100389242172 50.350200176239014 19.176731050014496 17.058751061558723 16.550006300210953 21.157803222537041 33.562597751617432 2475.7480040490627 24.500666081905365 16.602132841944695 18.508395373821259 18.379415899515152 19.640758782625198 24.433640077710152 17.328251779079437 24.967617690563202
leaf_count=62 66 99 53 50 51 55 60 89 49 76 56 62 74 52 141 55 56 50 66 99 6847 72 53 52 52 56 75 50 85
internal_value=-7.46553e-06 0.00483347 -0.00169668 -0.00766311 0.0138085 -0.024232 0.00164597 0.0112221 0.0289096 0.0100152 -0.000531587 -0.00961722 -0.00213809 -9.99782e-05 -0.000578897 0.0125979 -0.00013999 0.010818 -0.0181529 0.0195759 -0.000436971 0.0274804 0.0219343 -0.0304358 0.0216067 -0.0398689 0.0199774 0.0217559 0.0384691
internal_weight=3126.35 304.406 175.927 140.471 128.479 72.6373 71.4086 49.5942 57.0706 67.8334 2821.94 127.354 103.645 2694.59 2597.12 97.465 2559.76 57.1391 46.5058 78.2883 2526.1 58.0633 33.6609 37.3615 40.5891 38.3374 42.301 35.4558 39.7025
internal_count=8763 910 514 411 396 210 211 151 185 201 7853 370 304 7483 7201 282 7097 164 140 227 6988 171 109 104 114 111 125 103 134
is_linear=0
shrinkage=0.05


Tree=135
num_leaves=17
num_cat=0
split_feature=31 40 30 40 12 12 33 30 28 1 28 11 40 14 32 11
split_gain=3.15661 4.38655 8.5031 7.74581 6.97982 7.38302 7.40612 6.38301 5.68001 10.1074 9.42115 6.07188 5.13255 4.53749 2.07272 1.76132
threshold=0.021325839060730514 0.015169236847580049 -0.01965744978922826 0.016684974784509959 0.092187185291663906 0.078040810389302023 0.018888501636718572 -0.011989428748921784 -0.031226921234289502 0.16831223492336214 0.034061288597213177 0.19695267016111612 0.012992631994105348 0.79751607649438683 0.00054403081117986713 -0.011383842790978213
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 -3 5 6 -4 -6 9 -5 -10 -11 -7 -9 -2 -1
right_child=14 3 4 8 7 12 -8 13 10 11 -12 -13 -14 -15 -16 -17
leaf_value=0.012107498146096549 0.02320150486934662 -0.032163080801413522 -0.00029428626790099202 0.029269966986805285 -0.0092212559011978102 -0.017560510679381119 0.017517325028725932 0.048069513755818777 -0.040569757856282508 0.0058560944809628269 0.0051450661063077259 -0.035758074627905256 0.0076640996105359661 0.012870609397560429 0.0018924760689457518 0.03494120028579794
leaf_weight=17.053528308868408 23.78170108795166 28.402882859110832 2569.886688426137 27.918580263853073 15.275799259543417 98.29890413582325 59.613718166947365 16.950581178069115 21.239809572696686 21.676755458116531 23.489324152469635 14.416589334607123 24.994657635688782 21.116583496332169 22.952221572399139 18.934598624706268
leaf_count=50 69 95 7410 80 49 284 169 50 70 61 74 51 70 60 67 54
internal_value=-8.94818e-06 -0.000213064 0.000206804 -0.0089445 -0.000101558 -0.00045076 0.000108272 0.0177928 -0.00280995 0.00668432 -0.0164933 -0.0106804 -0.0124043 0.0287599 0.0128692 0.0243232
internal_weight=3026 2979.27 2842.13 137.144 2806.14 2752.79 2629.5 53.343 108.741 64.0119 44.7291 36.0933 123.294 38.0672 46.7339 35.9881
internal_count=8763 8627 8196 431 8092 7933 7579 159 336 192 144 112 354 110 136 104
is_linear=0
shrinkage=0.05


Tree=136
num_leaves=26
num_cat=0
split_feature=0 19 2 1 37 5 2 17 17 31 12 42 21 31 41 3 21 0 37 3 29 10 36 5 37
split_gain=3.35865 3.29082 4.5445 6.74804 4.7388 5.66609 4.60111 4.35003 3.76795 3.72446 5.30353 8.35817 3.6939 3.51455 3.216 4.32621 4.17987 3.0932 1.92948 2.18179 3.18607 1.29388 0.986155 0.630711 0.158334
threshold=0.10191204891055021 0.96278875959964283 0.74934920493457302 0.039577218220010778 0.017943366136021658 0.045008163592317955 0.68662137751812147 0.42322312242834409 1.7969195167865271 0.00065425259942504348 0.033580176966474161 0.94814662363004654 -0.014604871610926677 0.0017081814413226644 0.0011364742100873953 0.042928874716874475 0.01443483449980777 0.77690778131021132 -0.065050997255393525 0.045598196415839898 -0.0066969339000348396 65.034470585973764 0.0077545299124032194 0.029128120969583293 -0.018594513528975228
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 6 -4 22 -6 8 -8 13 10 -3 21 23 -2 15 -14 -16 -9 -1 20 -20 -12 -5 -11 -21
right_child=1 9 3 4 5 -7 7 17 -10 12 11 -13 14 -15 16 -17 -18 -19 19 24 -22 -23 -24 -25 -26
leaf_value=0.01687759024252471 -0.0016935445343580734 0.038253314114640488 0.061117157614743504 -0.034970765841651728 0.053575888422778675 0.0075150941108425521 0.011790571274042585 -0.035652263470140548 0.035224727371130797 -0.011185280437608518 -0.0077308905414411131 0.041791115511437583 0.040986872915186989 0.0058645564797264148 -0.016290375617617155 -0.013428649306032145 0.026185918300355028 0.00035675590835650801 0.021345940121821116 -0.034429677458821993 -0.033289947329786511 -0.034915012759074049 -0.0027619145032750014 -0.035018983595068567 -0.016581309892397009
leaf_weight=3.6906653232872513 387.20685191638768 9.7681508138775808 6.9034470841288558 5.7852770276367647 8.1011252552270872 38.437909428030252 10.223641782999037 21.200379680842165 8.2043639756739122 4.2788118757307556 9.0590265244245582 6.8770082518458358 7.4105554744601232 254.41091994941235 53.309178654104471 6.8519603088498116 6.324269860982894 7.9010289721190921 5.9444893375039101 14.009505432099109 4.6513239219784754 9.7255387715995294 4.6251794435083866 16.612881023436785 2.9983022287487939
leaf_count=51 3651 73 43 56 60 384 98 232 70 44 99 59 51 2227 556 72 76 69 62 233 72 110 48 226 41
internal_value=6.42904e-05 0.000640912 0.00191545 0.0146696 0.00885434 0.0157379 0.000724501 -0.0158486 0.00173743 -0.00668673 0.007042 -0.00474696 -0.011873 0.00129601 -0.00651862 0.0145851 -0.0116657 -0.0257369 -0.0160006 -0.0206221 -0.00225752 -0.0221803 -0.0212991 -0.0304523 -0.0316908
internal_weight=914.512 883.218 753 63.8529 56.9495 46.539 689.147 39.3251 649.822 130.217 35.4297 25.6616 94.7877 641.618 73.896 14.2625 59.6334 29.1014 31.2943 27.6036 10.5958 18.7846 10.4105 20.8917 17.0078
internal_count=8763 8304 6938 591 548 444 6347 399 5948 1366 341 268 1025 5878 755 123 632 301 459 408 134 209 104 270 274
is_linear=0
shrinkage=0.05


Tree=137
num_leaves=31
num_cat=0
split_feature=31 3 31 31 3 33 40 33 1 40 33 40 10 15 10 16 3 42 31 16 5 31 15 5 1 40 17 44 1 41
split_gain=3.09252 11.9191 11.2333 11.1758 10.7859 10.4415 9.99931 8.92714 11.6765 7.80177 7.65625 7.51571 7.44553 7.88547 9.39659 7.25244 7.214 6.60437 6.40735 11.9934 10.1981 5.55842 5.48306 5.11212 4.99926 11.4705 4.28809 3.7994 4.04093 3.59633
threshold=0.0049437858204594348 0.04541335908901005 0.010286369292399367 0.0013217093023833047 0.075263178036936412 0.01045035268618889 0.0056093768655658093 0.0069763258299266467 0.020612880729968443 0.0064143380771296155 0.0096188956760407344 0.0069530563710197444 40.893712916476602 0.72413024735111142 69.511450131578087 0.028531720750208798 0.035538646764921002 0.42529683789526301 -0.001812871709782687 0.010999288280361879 0.064069542779216934 -0.0021527557953514025 1.0521167189312333 0.075865761942592244 0.013179427324124379 0.0030713528812234682 -1.5541190656008372 0.60355339059327384 0.069459901458228487 0.0022103708332742154
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 18 5 7 10 8 -5 -7 -3 -11 -8 15 -15 -14 -2 -6 19 -1 24 22 -21 -22 -20 -26 -9 28 -18 -23
right_child=1 6 -4 4 17 9 12 26 -10 11 -12 -13 13 14 -16 -17 27 -19 20 21 23 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.03411347627689805 -0.0055046690794032221 -0.0030535079070994394 -0.019015329350916366 0.008271333201311605 0.037211319582901595 -0.032472708369902667 0.019658315296025481 -0.019039008307981085 -0.02769194533323608 0.0086267687789030306 -0.042318977863233714 -0.018177029368134097 0.0045798090717060766 0.011433407496904363 -0.0028478678744581543 -0.013628433576538172 0.030396987203212874 0.0017883414376304999 0.026324320015251559 -0.00078524875996135296 -0.034896419833872816 0 0.011938410594617622 0 -0.014223088792446254 0.0084413579303323199 0.0024979271658315556 0.047393055316635527 0.0025611030497781793 -0.025969083115156007
leaf_weight=27.017078474164009 18.06456658244133 27.094510108232498 18.457891345024109 32.586848810315132 19.835729569196701 63.283412843942642 53.064753711223602 25.193043231964111 71.727249190211296 35.27346059679985 23.316135078668594 98.242508858442307 84.38142392039299 223.09147965908051 237.0872640311718 153.36779922246933 48.484097689390182 39.696328744292259 31.540177136659622 745.86512449383736 22.241582289338112 22.130014032125473 95.361956179141998 19.752995997667313 62.875767141580582 483.39975595474243 266.13432338833809 21.543645620346069 18.401273787021637 33.473257392644882
leaf_count=82 51 74 50 93 55 174 148 68 207 96 64 269 228 615 690 421 133 113 96 2150 63 61 269 56 188 1319 727 59 51 93
internal_value=-8.5592e-06 0.00241239 0.0167697 -0.00103232 -0.00652203 -0.00856623 0.000165799 -0.00386665 -0.0164123 -0.017982 -0.0213615 -0.0110572 0.00162014 0.000238879 0.00406571 -0.00714577 0.0230311 0.0137175 0.00128333 -0.00135091 0.00521739 -0.000354664 0.000652417 -0.0185125 0.00695359 0.00582143 0.000612432 0.0289165 0.0228288 -0.0156545
internal_weight=3121.99 926.355 124.951 2195.63 651.973 592.441 801.403 395.641 104.314 196.799 50.4106 133.516 750.993 697.928 460.179 237.749 106.494 59.5321 1543.66 923.847 619.81 896.83 841.227 41.9946 577.816 546.276 291.327 88.429 66.8854 55.6033
internal_count=8763 2584 344 6179 1802 1634 2240 1095 300 539 138 365 2102 1954 1305 649 294 168 4377 2655 1722 2573 2419 119 1603 1507 795 243 184 154
is_linear=0
shrinkage=0.05


Tree=138
num_leaves=31
num_cat=0
split_feature=20 28 28 28 20 28 31 37 20 44 27 5 32 12 0 25 33 28 20 28 21 28 0 23 17 5 7 34 8 41
split_gain=3.18858 6.25035 7.07549 4.96571 4.34481 7.49932 11.032 7.52705 6.46236 5.92334 7.2037 5.43261 5.37522 6.37414 6.1306 5.23512 6.88284 5.76825 4.87716 5.30826 4.78986 4.6739 4.21566 4.14914 6.04471 3.71264 3.45059 3.14844 2.78012 1.99218
threshold=4.7764982782858256 0.023185633735225922 0.045904068984946082 -0.03395997275614681 0.60306638702306781 0.033596115193832397 0.0080755124465676353 -0.0012239658814517382 0.40903035898964785 -0.12940952255126037 1.0000000180025095e-35 0.017421852893684833 0.0025690610709303689 0.043048077645561823 0.79270501924649261 -0.0059320261398889424 0.0068356244266451647 -0.0070121353583015031 1.1840378864324868 0.024773871700107288 -0.0088182519398882445 0.0027634377190609983 0.65847605823136879 0.017044871826646452 -0.63453577401954953 0.04374368045036274 48.614612241312763 -0.00057751111775949926 27.076019797808211 0.0048246095344034795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 6 9 8 28 10 -1 -11 13 -9 -14 16 20 27 21 -20 -6 -18 -8 -19 -25 -5 -10 -17 -7 -4
right_child=1 2 29 25 15 7 22 12 26 11 -12 -13 14 -15 -16 17 18 23 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0017764508567078175 -0.0048597648283398576 -0.030528317889426105 0.019440250549909208 0.0092371568362411491 0.034764367340959189 0.039744863580327694 -0.036617783943256259 0.012937009949346261 -0.01185203342971399 0.017934642413917717 -0.0098428941582185507 0.0015908456497461696 -0.0043548380115277412 -0.0018732457330711925 0.032216975173280531 -0.014373066587847328 0.00071556446052605405 -0.022768189284474053 0.0060655775537242764 -0.016081423062578599 0.00054596327712033916 -0.010359542025431573 -0.0058217724543495782 0.013996548470647916 -0.0067146845862687448 0.036968594080979161 0.016456244930976322 -0.042201926313884149 0.014709751728044949 -0.001976046925797371
leaf_weight=262.5149017572403 17.383961722254753 17.686999216675758 18.190859586000443 21.012268334627151 22.54660826921463 32.585944682359695 28.803945779800415 93.467317700386047 18.249616801738739 55.042669668793678 269.78848922252655 670.6089593321085 17.652526497840881 323.58798852562904 31.325217366218567 28.954399585723877 172.88056734204292 30.970074579119682 233.1257151812315 30.418534427881241 19.204339817166328 209.89737777411938 18.818748891353607 41.733278587460518 220.02462115883827 30.480075597763062 25.623402535915375 16.486350521445274 18.20322123169899 25.797943085432053
leaf_count=795 54 54 50 59 63 89 83 256 51 161 780 1923 50 905 88 86 512 98 666 91 57 604 55 117 687 84 71 51 50 73
internal_value=-8.17269e-06 0.00763055 -0.00386242 0.0179852 -0.000354923 0.0010801 -0.000993769 0.00591734 0.018775 -9.45927e-05 -0.00410396 0.00283976 0.00329144 0.00143624 0.0189519 -0.00296931 -0.000457728 -0.00806321 -0.00173699 0.00348525 0.0191832 -0.00534556 -0.0245908 -0.00546381 -0.00338942 0.0257891 0.00456713 -0.0246499 0.0309169 0.00679092
internal_weight=3023.07 130.552 61.6758 68.8763 2892.51 1866.27 1305.58 560.695 94.6622 1257.96 532.303 725.652 466.033 417.055 48.9777 1026.24 688.073 338.169 646.322 263.544 41.7509 382.778 47.6227 292.728 261.758 51.4923 43.873 45.4408 50.7892 43.9888
internal_count=8763 374 177 197 8389 5357 3797 1560 261 3659 1575 2084 1299 1161 138 3032 1993 1039 1873 757 120 1116 138 902 804 143 122 137 139 123
is_linear=0
shrinkage=0.05


Tree=139
num_leaves=22
num_cat=0
split_feature=29 2 24 4 4 5 2 8 8 8 7 19 17 40 39 39 20 40 20 4 36
split_gain=3.23994 4.83156 3.90145 4.90935 4.59063 5.53561 5.52235 7.36076 3.44684 3.38111 4.68169 5.50741 2.88743 2.38638 4.22295 2.09067 1.8388 3.67875 0.714319 0.158312 0.13858
threshold=-0.011761845572619943 0.27079744910878517 -0.0081637662227401851 0.2066525544667501 0.56548733000564355 0.013064596387952704 0.39474640892631196 39.673503495537084 -22.350759738387975 -131.82957399192838 18.899929307239784 0.097199857499108519 -1.7489438491227103 0.0089209703381578197 0.0099226339083083107 0.010400505824999504 1.0184646336155849 0.0064143380771296155 1.5305812778489252 0.22286843398222392 -0.0004897701768371564
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 9 -2 15 5 -5 -6 -8 -7 19 11 12 -11 -12 -15 16 17 -4 -18 -1 -3
right_child=2 20 3 4 6 8 7 -9 -10 10 13 -13 -14 14 -16 -17 18 -19 -20 -21 -22
leaf_value=-0.033740168617656795 0.031677147113602123 -0.035068507464378854 -0.027726182364280497 0.040370294897000863 0.046227498316791377 0.0001306751684176205 -0.014240642862071036 0.00096120645259775608 0.010539280790400665 0.029109828234309462 -0.034287399563235448 0.072689336227692899 -0.023097099497271775 0.04217942174607104 -0.017518688906530671 0.010462524468737737 -0.035106849175167716 0.026657582578387403 -0.016782130340761509 -0.0141010997953568 -0.018611007575927555
leaf_weight=6.477226320654152 10.063373368233441 14.955661050975324 7.0226334668695909 11.159764874726532 5.79023428633809 185.51922446489334 102.67083620838821 351.47214402072132 140.4480894766748 5.93157710507512 6.795769756659868 4.4167747497558585 4.5548098236322394 4.2956545129418364 8.9374276399612409 6.2799892202019683 14.939719993621113 5.3793164789676666 10.927568860352038 2.7061344906687737 3.414407566189765
leaf_count=110 96 189 76 66 45 1660 1027 3395 1114 64 91 46 57 40 144 71 187 46 140 48 51
internal_value=6.36229e-05 -0.0109105 0.000875831 0.000497871 0.00140724 0.00584203 -0.00183313 -0.00246694 0.00463258 -0.001797 0.00519614 0.0264202 0.00595723 -0.0104008 0.0016562 -0.0156269 -0.0200546 -0.00371287 -0.0276526 -0.0287058 -0.0323976
internal_weight=914.158 62.4854 851.673 841.61 797.06 337.127 459.933 454.143 325.967 44.1154 34.932 14.9032 10.4864 20.0289 13.2331 44.5492 38.2692 12.4019 25.8673 9.18336 18.3701
internal_count=8763 840 7923 7827 7307 2840 4467 4422 2774 600 442 167 121 275 184 520 449 122 327 158 240
is_linear=0
shrinkage=0.05


Tree=140
num_leaves=31
num_cat=0
split_feature=35 28 8 28 31 1 21 19 33 33 44 31 33 31 19 31 5 14 1 28 21 35 40 1 14 36 5 31 28 20
split_gain=3.06283 6.96203 5.24322 5.07173 8.68716 13.1635 19.0841 9.09794 8.27118 8.50484 8.05215 7.29083 8.24154 7.12943 9.01571 6.27206 4.98596 6.21383 4.94106 4.48206 5.66966 4.47083 8.64085 4.26884 4.09301 3.69927 7.32449 4.07887 3.90355 3.84609
threshold=-0.0065857029544268966 0.0031661553528008028 -104.62236596834869 -0.0023967633092303602 -0.0012984091780149489 0.034535916284812583 -0.010079026747247316 0.92568573981285962 0.012376823431944033 0.0068356244266451647 -0.12940952255126037 -0.0032820409326014557 0.01107535731037341 -0.0018681918218528073 0.82952091874832801 0.00087598003003121455 0.070973076207043032 0.25431295548975136 0.02175978574808685 -0.029280423862877387 -0.018795796499877959 -0.019633295292737215 0.0054670779034023268 0.044566910586626589 0.4048037811976441 -0.023133359885742662 0.064519996835624274 -0.023997575022685676 -0.054691144646274253 1.3070666357044256
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 -2 4 5 6 -4 -7 9 -6 11 12 -5 14 -12 -15 17 23 -13 25 -21 -22 -23 -3 -19 26 -1 -28 -27 -30
right_child=2 16 3 10 8 7 -8 -9 -10 -11 13 18 -14 15 -16 -17 -18 24 -20 20 21 22 -24 -25 -26 28 27 -29 29 -31
leaf_value=0.03469323389583423 -0.018083477582087233 0.0069721928784618374 -0.02823736352026799 0.047449302880164967 0.0030979954314010565 0.0060053599839901377 0.02443776529826993 -0.019734682388538548 -0.011729969834636991 0.028400393735648372 -0.027147224351493006 0.014299554386333303 0.00034549825965811621 0.0047964904418487976 0.012312003971646744 -0.0059386143907434637 0.020791581503289597 0.029352075036693809 -0.0005847239374001177 -0.024067632946423403 -0.019030371356830222 -0.010297963866262522 0.017771189159725375 -0.023593565901289901 0.0064155015440606269 -0.013272100720651129 0.024058828739772713 -0.0039011633768730181 0.019170195524099525 -0.010368373403110157
leaf_weight=23.54840350151062 43.277217641472816 18.781559884548187 77.067435026168823 18.076278358697891 56.882232323288918 389.0851968228817 21.942697674036026 37.485085800290108 27.773091539740562 81.446358799934387 68.432188466191292 60.725768625736237 19.430995583534241 170.49241910874844 18.094672471284866 664.53735077381134 63.802406281232834 21.742865860462189 664.85805360972881 39.66248682141304 32.273468255996704 61.884960412979126 48.982716977596283 28.139461487531662 193.77800440788269 48.608242675662041 16.869929596781731 55.682769954204559 26.862193554639816 18.3213811814785
leaf_count=69 120 51 217 51 169 1138 61 105 81 222 192 170 55 472 51 1859 186 59 1840 108 88 169 134 77 529 141 50 164 84 51
internal_value=-9.12594e-06 0.00290447 -0.000852916 -0.000536265 0.00306551 -7.58316e-05 -0.0165001 0.00372763 0.0130295 0.0180416 -0.00201814 0.00177566 0.0232455 -0.00516486 -0.018833 -0.00374047 0.00823966 0.00516235 0.000655884 -0.00175329 -0.00734884 -0.00266781 0.00206312 -0.0112636 0.00876519 0.00360807 0.0105103 0.00255543 -0.00341446 0.00708581
internal_weight=3118.55 698.941 2419.61 2376.33 691.682 525.58 99.0101 426.57 166.102 138.329 1684.65 763.091 37.5073 921.557 86.5269 835.03 326.244 262.442 725.584 372.697 182.804 143.141 110.868 46.921 215.521 189.893 96.1011 72.5527 93.7918 45.1836
internal_count=8763 1960 6803 6683 1993 1521 278 1243 472 391 4690 2116 106 2574 243 2331 902 716 2010 1058 499 391 303 128 588 559 283 214 276 135
is_linear=0
shrinkage=0.05


Tree=141
num_leaves=20
num_cat=0
split_feature=31 30 31 1 30 43 15 32 43 10 28 43 7 37 17 20 20 44 32
split_gain=2.99477 4.02074 6.02682 4.95242 10.8618 5.82301 5.10219 5.00584 4.47589 4.28237 5.84801 5.37204 4.37897 4.19754 3.96757 3.65564 3.44828 3.29219 2.87383
threshold=0.021325839060730514 0.013839707982852459 0.013692710503463171 0.15430921885259352 0.019355253826579967 -0.37940952255126059 1.1233162359552795 2.3504266631806193e-05 0.12940952255126045 79.890597484453323 0.023616979500161464 -0.78656609248549303 91.262717732319615 -0.0097878333589109783 1.864868209708666 0.31674492282543754 0.46656328648531925 0.25881904510252057 0.0032148692364800499
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 9 4 5 6 -3 -7 -5 12 18 -12 15 -4 -14 -1 -2 -6 -11
right_child=16 3 13 8 17 7 -8 -9 -10 10 11 -13 14 -15 -16 -17 -18 -19 -20
leaf_value=0.0019571162504393794 0.025844253763904191 -0.03907620458251114 0.0031068381087449972 -0.0075943293572683221 0.0047617248034205516 0.011912767975496215 -0.0061325278664773894 -0.013667406807687002 -0.046755843466423988 0.011971081130644871 0.023585321961442682 -0.0099280159188755747 0 0.037430795070643626 -0.032947102901554164 -0.0018056318272310634 -0.0011264495677019259 0.035054264262895311 0.039761073354923515
leaf_weight=1163.8776669353247 23.777611672878265 26.493790492415428 18.097011625766754 16.228276550769809 18.328905582427979 34.559919148683548 21.869423300027847 42.412097558379173 13.79605922102928 20.374959275126457 17.003742441534996 39.631036162376404 17.308152228593826 18.165640473365784 19.418837785720825 1448.55931442976 22.840421929955482 18.39607860147953 18.377658545970917
leaf_count=3331 70 77 51 57 51 96 67 129 51 59 49 124 50 50 59 4222 66 52 52
internal_value=-1.03749e-05 -0.000209413 0.000272236 -0.0072048 -0.00370576 -0.010739 -0.0243259 -0.00211665 -0.0258503 2.48953e-06 0.0104071 6.95678e-05 -0.000370636 0.0204945 -0.0174928 -0.00012735 0.0125489 0.0201255 0.025347
internal_weight=3019.52 2972.9 2780.81 192.085 162.06 125.335 48.3632 76.972 30.0243 2744.55 95.3874 56.6348 2649.16 36.2627 36.727 2612.44 46.618 36.725 38.7526
internal_count=8763 8627 8047 580 472 369 144 225 108 7946 284 173 7662 101 109 7553 136 103 111
is_linear=0
shrinkage=0.05


Tree=142
num_leaves=20
num_cat=0
split_feature=36 15 13 28 21 38 21 38 36 23 35 6 20 24 34 29 17 36 23
split_gain=3.18371 3.28032 6.23532 4.5489 3.67828 7.2951 6.88655 14.9563 4.15462 3.22413 2.79309 2.6209 3.90072 3.30173 2.60196 2.00778 2.3406 0.832486 0.0851566
threshold=0.054888731130137265 -0.056547475487352512 -1.3095966731494781 0.012292449956393879 -0.014036001387301971 0.037051778950834231 -0.01019127991505722 0.044341457799576885 0.00085155302020578649 0.012433484443874489 -0.0089223216061101156 34.034015135690957 0.98847828406696048 0.0005555302299690599 -0.0013315840751627059 -0.0066969339000348396 -1.2595345158266587 -0.015477233782620612 0.030383158282784147
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 5 8 7 -6 -4 -8 -7 12 13 14 -1 16 -14 -17 -13
right_child=-2 2 4 -5 6 10 9 -9 -10 -11 -12 18 15 -15 -16 17 -18 -19 -20
leaf_value=-0.015003483515702333 -0.033916732043416782 0.0084406764096186925 -0.0061528562208301692 0.057392169603286816 0.0090304335858737358 0.010080579997550684 -0.02335200908365127 0.078874401393727422 0.0047006829882861399 0.00073616331473666172 -0.028065410800524798 -0.018302720742861933 -0.0015233595686444002 0.037191775858132041 0.014187361040762375 -0.0048242931402945749 -0.033935065132192806 -0.034528794413770887 -0.034207548947739481
leaf_weight=14.842186994850637 6.7368752621114245 11.862258139997722 166.10978793725371 8.1995026096701604 125.36421108618379 5.301730688661336 14.629899419844149 8.0988157950341684 187.54309054836631 240.56171400845051 34.778694042935967 3.225476372987031 32.475984904915094 7.2831520959734908 15.506757847964762 3.4418571963906315 6.7263405621051779 12.614265143871306 8.3596769869327527
leaf_count=197 102 91 1511 51 1028 64 108 77 1741 2135 481 38 464 64 158 47 100 180 126
internal_value=6.83278e-05 0.000330002 0.00142062 0.0288812 0.00070649 -0.00269161 0.00416166 0.013362 -0.000383359 -0.00063381 -0.0228826 -0.00799226 -0.00511392 0.00720412 0 -0.0135909 -0.00728398 -0.02854 -0.0304018
internal_weight=913.662 906.925 802.45 20.0618 782.388 393.733 388.655 133.463 353.653 255.192 40.0804 104.476 92.8905 37.6321 30.3489 55.2584 39.2023 16.0561 11.5852
internal_count=8763 8661 7287 142 7145 3797 3348 1105 3252 2243 545 1374 1210 419 355 791 564 227 164
is_linear=0
shrinkage=0.05


Tree=143
num_leaves=17
num_cat=0
split_feature=28 11 10 1 29 33 4 9 17 29 32 42 14 15 5 1
split_gain=2.93546 4.44603 4.13112 7.15077 6.81767 8.44499 6.86544 6.00586 5.25436 4.99666 6.48777 6.42671 4.80683 2.91938 2.87476 4.48054
threshold=0.11463978327039731 1.3777230666877172 75.366619360942806 0.15681213855394374 0.013366596187858073 0.0098174617922024438 0.66098904962055105 -16.141343037772966 1.3180662424051321 0.0081618768042180951 -0.00031483548543204983 0.9199391054260192 1.3814845563179012 1.2123496008522265 0.075865761942592244 0.084640416540228927
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 9 -6 -7 8 -4 11 -11 -1 -9 -2 15 -3
right_child=13 14 3 -5 5 6 -8 12 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.00010253849527197724 6.5315549260459537e-06 0.023531638316186352 -0.010298135669850718 0.023749639705191353 0.043466163725553807 0.029822195276497154 0.001763539030750469 0.015748179021828013 -0.037657288162947111 -0.036691357207383306 -0.0048257553895265509 0.020654849262232763 -0.0082556422525379772 -0.028853907515804925 0.029650323559108779 -0.011649531262117957
leaf_weight=2364.4786888659 16.863613933324814 17.670199692249298 47.806377932429314 17.216469973325729 16.843043208122253 25.947648406028748 136.86299504339695 27.385691493749619 28.427494078874588 17.218330055475235 218.84525004029274 38.569659620523453 85.674097448587418 17.39572374522686 19.491267219185829 18.164761394262314
leaf_count=6617 50 52 137 55 48 75 385 76 84 49 610 107 241 52 72 53
internal_value=-8.38122e-06 0.000152109 -0.00010335 -0.00692911 0.000395178 0.00981781 0.00628159 -0.00975685 -0.0206018 -0.000244707 -0.00718574 0.000435336 -0.0023884 -0.0145436 0.0141859 0.00557635
internal_weight=3114.86 3080.6 3025.28 206.51 2818.77 179.654 162.811 189.294 76.2339 2639.11 236.064 2403.05 113.06 34.2593 55.3262 35.835
internal_count=8763 8661 8484 593 7891 508 460 538 221 7383 659 6724 317 102 177 105
is_linear=0
shrinkage=0.05


Tree=144
num_leaves=16
num_cat=0
split_feature=33 40 31 28 15 40 33 5 5 28 27 31 33 12 35
split_gain=3.03837 3.54322 5.78285 11.2399 9.98946 6.9436 4.8798 3.13805 11.9628 10.0105 10.8834 8.85962 5.33126 3.84826 2.35964
threshold=0.0039675278711387325 0.0030713528812234682 0.00035576964593093209 -0.0035556165959772603 0.94136188213507144 0.0022805641646493177 0.0054637429555784737 0.024713127901306982 0.027832889760787616 -0.0070121353583015031 -0.0015973907617009397 0.0044191426976022538 0.0069763258299266467 0.027332845528290194 -0.00021289971772431302
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 14 9 12 10 -8 -11 -9 -10 -3
right_child=1 6 4 -5 -6 -7 7 8 13 11 -12 -13 -14 -15 -16
leaf_value=-0.020669413290325477 -0.024428829154077403 -0.0051909373350414179 -0.024372002758603031 0.039699376564105632 0.024128310937448785 0.016084350485695842 0.011064272284597873 0.010897390534704884 -0.015263061891208254 0.014622880579652074 -0.028610909281318226 -0.0081853212515427941 -0.016403290031416756 0.0005992633675356761 -0.031541121502500345
leaf_weight=17.595670387148857 16.918694645166397 17.277829229831696 27.573991745710373 31.504228711128235 17.064274042844772 27.810014456510544 29.627434462308884 19.930673718452454 38.763691917061806 189.44924062490463 40.818970084190369 54.536123543977737 154.11489769816399 2316.6533870175481 17.789084136486053
leaf_count=70 53 51 83 93 50 78 84 56 113 521 118 154 452 6734 53
internal_value=-1.0325e-05 0.00010987 0.00849384 0.0168713 -0.0057071 0.00062834 -0.000240671 -1.00063e-05 -0.000597409 0.00469817 -0.0118619 0.00950299 -0.0132438 0.000335454 -0.018752
internal_weight=3017.43 2999.83 120.871 76.2329 44.6383 44.7287 2878.96 2843.89 2529.46 314.432 70.4464 243.985 174.046 2355.42 35.0669
internal_count=8763 8693 357 224 133 131 8336 8232 7355 877 202 675 508 6847 104
is_linear=0
shrinkage=0.05


Tree=145
num_leaves=19
num_cat=0
split_feature=36 17 21 17 7 20 21 27 30 28 12 33 40 39 20 30 30 4
split_gain=3.06328 3.132 2.89825 6.88183 8.57766 3.42046 3.10691 10.4269 11.1297 3.19287 3.65454 3.59628 2.97114 4.42278 1.7391 2.52363 0.543754 0.160167
threshold=0.054888731130137265 -2.1532872387602624 -0.030690498803829982 -0.17713404575390684 53.377691704534101 0.81733215133693593 -0.025449332415642126 0.0056657982658081816 0.0033414754602894849 0.1057500343987043 0.052913647042985255 0.017326640617203945 0.012085946088657731 0.0083661856224540743 -1.381007012057667 0.0012349945709197831 0.008642639448063651 0.27323837099712789
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 5 -3 7 8 -4 10 -8 -11 -5 -14 -1 17 -9 -16
right_child=-2 2 6 12 -6 -7 9 16 -10 11 -12 -13 13 -15 15 -17 -18 -19
leaf_value=0.0085478464484230483 -0.033819991531170046 0.010673545447013114 0.0093684600469934789 -0.035233417522926497 0.062181908097197015 -0.02582680874996035 0.0020887022098284441 -0.0094620069456069107 0.06696210925399107 0.05386085957029714 -0.0070982315150121579 -0.00047970754031622899 0.038948196570826113 -0.020563891118876132 -0.03448614224722444 0.0053777524271644405 -0.034350850155050551 -0.016552800609661328
leaf_weight=5.4961012918502119 6.5167490001767865 15.776796296238901 32.310378458350897 21.634256903082132 5.9155072830617419 10.594409164041279 607.10795995593071 3.9246744289994231 11.38564959168434 5.8930953890085203 131.55831072106957 5.8206817321479321 3.8756093680858639 14.029957521706818 14.116109564900404 5.9016336612403384 8.4940266683697683 2.9841391481459132
leaf_count=73 102 159 302 273 56 127 5191 38 85 48 1516 70 48 211 232 69 117 46
internal_value=7.00365e-05 0.000322799 0.000858304 -0.00874755 0.00825385 -0.00384345 0.00172098 0.013065 0.0246081 0.000864365 0.000444979 0.0266598 -0.0227422 -0.0072602 -0.0159522 -0.0220343 -0.0270231 -0.0317617
internal_weight=913.336 906.819 878.321 71.8265 32.2867 26.3712 806.495 56.1147 43.696 750.38 738.666 11.7138 39.5398 17.9056 28.498 23.0019 12.4187 17.1002
internal_count=8763 8661 8241 874 342 286 7367 542 387 6825 6707 118 532 259 420 347 155 278
is_linear=0
shrinkage=0.05


Tree=146
num_leaves=31
num_cat=0
split_feature=31 28 31 3 33 3 28 28 5 21 28 40 40 21 28 32 3 5 1 33 44 31 3 27 15 20 10 20 3 40
split_gain=2.96728 14.1763 10.3185 9.55439 9.8139 9.29612 8.50418 10.8231 7.558 18.1229 11.3092 11.7435 12.7865 11.1994 9.95146 9.62017 9.61742 11.0545 8.95315 7.17342 8.40814 7.01533 6.38783 6.18527 9.40878 6.48117 6.16232 8.16145 7.09112 6.06365
threshold=0.0049437858204594348 0.019913795886151511 0.00093942940457225404 0.07428576910961289 0.01045035268618889 0.054936053757184376 0.019913795886151511 -0.0098383834868813504 0.040467460237013496 -0.018227540771326264 -0.026280887284001398 0.016309628848525434 0.012920261299514143 -0.0084521266734920875 -0.03944444709354044 -0.00081642389257202848 0.077540366753715603 0.045864380314610605 0.027694973226919887 0.0093761712901921316 0.1294095225512602 0.0028488755549196947 0.038429793795944044 0.0022180114208521636 0.64781830438054944 0.61217505568642727 69.511450131578087 -0.2828378120830935 0.053484194383689558 0.0076380508849767581
decision_type=2 2 2 2 2 2 2 2 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 19 8 4 6 -6 7 -4 9 14 16 12 -12 15 -1 -11 17 -10 -16 -2 -21 -7 -15 -3 25 -25 28 -28 -26 -22
right_child=1 23 3 -5 5 21 -8 -9 10 13 11 -13 -14 22 18 -17 -18 -19 -20 20 29 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-0.016694588773689199 0.035473164856336836 0.015739779584432206 0.02507538745205239 0.011936421580586984 -0.035570475656525692 0.00063708749815004871 0.0052280354205951982 -0.01179985447874703 -0.014953173455948704 0.014413148091050746 -0.0081840262309281573 0.030663929736308899 -0.050285105673897892 0.019676001679892731 -0.0071300459884272418 -0.0073816557619467739 -0.0016594512484602961 0.023244690175498253 0.025268617790965238 0.025968179579521706 -0.017342175248121549 -0.02034631095918157 -0.0040202571568068984 -0.020911007752387523 -0.0075342802258438037 -0.0021784543524128938 -0.013232818083378256 0.0040231184487191764 0.011813091010174524 0.017785761246636358
leaf_weight=19.033333569765091 38.967459917068481 56.446305841207504 21.39738005399704 67.84180074930191 49.773566246032715 72.833109438419342 170.37860311567783 257.0015449821949 23.385519653558731 59.297242671251297 325.37683081626892 18.053024888038635 19.06606650352478 94.295424744486809 24.219846874475479 339.17105031013489 243.24162025749683 95.408984690904617 163.072479352355 43.893364578485489 31.700936704874039 86.614745020866394 40.204140484333038 88.651480436325073 61.205404043197632 97.690126150846481 118.75326053798199 161.11458571255207 204.62915545701981 19.840006753802299
leaf_count=54 107 160 58 192 137 198 468 720 66 163 896 54 54 267 66 955 718 308 456 120 86 239 110 245 167 265 334 478 567 55
internal_value=-8.93705e-06 0.00236725 -0.00101279 -0.005888 -0.00773489 -0.0166819 -0.00354983 -0.00893973 0.00140142 0.00495991 -0.00222286 -0.00846903 -0.0105429 7.88092e-05 0.0175381 -0.00412296 0.00401805 0.0156769 0.0210507 0.017371 0.00989779 -0.0107357 0.0125579 -0.000185742 -0.00142253 -0.0111237 0.00188239 -0.00328316 0.00733862 -0.00371506
internal_weight=3112.56 922.892 2189.67 725.841 657.999 209.221 448.778 278.399 1463.83 739.294 724.532 362.496 344.443 532.968 206.326 398.468 362.036 118.795 187.292 134.402 95.4343 159.448 134.5 788.49 732.044 186.342 545.702 279.868 265.835 51.5409
internal_count=8763 2584 6179 2012 1820 574 1246 778 4167 2071 2096 1004 950 1495 576 1118 1092 374 522 368 261 437 377 2216 2056 510 1546 812 734 141
is_linear=0
shrinkage=0.05


Tree=147
num_leaves=24
num_cat=0
split_feature=33 27 5 5 28 27 31 28 30 1 39 39 1 12 28 31 39 4 16 39 29 12 7
split_gain=2.87315 3.94334 3.46406 12.0324 9.92226 16.0879 8.74664 16.5806 12.12 8.59331 5.70337 5.30892 6.03503 4.90487 4.22286 3.79965 3.21211 6.9047 7.55136 4.6926 5.18814 4.46661 4.18651
threshold=0.0042703287206451923 0.001380432439066748 0.024713127901306982 0.027832889760787616 -0.010400636851503305 -0.00083594430708527391 0.0044191426976022538 0.024392517608340762 0.0029696060323083496 0.024848874846707059 0.0028190407298464841 0.004029717477607486 0.038814184444630986 0.033411317817469151 -0.012210989686116173 0.002199365019618928 0.0032181274883433023 0.55745370370370273 0.039493756562605106 0.0042581516941850566 0.0042083395839881419 0.03053844912514778 75.409521197435581
decision_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 -1 4 11 5 9 8 -8 10 -2 -6 12 13 -4 -13 -16 17 18 -5 20 -18 -21 -19
right_child=2 -3 3 16 6 -7 7 -9 -10 -11 -12 14 -14 -15 15 -17 19 22 -20 21 -22 -23 -24
leaf_value=-0.036576332586221748 0.022360294971459683 0.0011529212163142938 -0.024185881393034722 -0.023872146673640408 0.016647578416289562 -0.041391294872779795 -0.036980847168494826 0.016185512936815475 0.045649876689030852 -0.020190888326984145 0.002165321963600959 0.0014729500231063369 0.017696158541323153 0.0046935217959202004 -0.03870086219104267 -0.016485318127522984 0.013128484948021031 0.012308708634229618 0.0068960925838229166 -0.01607523281068424 -0.0019221160251648118 0.00050243731362764371 -0.0063526749926457269
leaf_weight=12.581378459930422 29.789914160966873 14.702792122960089 34.657701224088669 70.688898727297783 117.0476356446743 28.989878445863724 28.767150014638901 29.57462215423584 23.419681817293167 19.4975625872612 164.30931459367275 17.442317813634872 23.76959340274334 25.001842170953751 32.673073679208755 50.488526314496994 152.95913678407669 57.912584766745567 27.398582071065903 41.435397103428841 90.601199895143509 1857.9305706471205 61.943464800715446
leaf_count=61 83 44 101 203 334 85 81 84 64 57 461 52 70 72 98 147 434 163 80 123 260 5429 177
internal_value=-8.89638e-06 -0.0161324 0.000137276 -0.00057025 0.0042271 -0.0118837 0.00771619 -0.00996261 0.0111189 0.00541949 0.00821164 -0.0128815 -0.00347698 -0.012012 -0.0206196 -0.0253096 0.000387814 -0.00539036 -0.0152285 0.000978032 0.00751085 0.000137329 0.00262528
internal_weight=3013.58 27.2842 2986.3 2544.9 441.396 78.2774 363.118 58.3418 304.777 49.2875 281.357 184.033 83.4291 59.6595 100.604 83.1616 2360.87 217.944 98.0875 2142.93 243.56 1899.37 119.856
internal_count=8763 105 8658 7409 1249 225 1024 165 859 140 795 540 243 173 297 245 6869 623 283 6246 694 5552 340
is_linear=0
shrinkage=0.05


Tree=148
num_leaves=20
num_cat=0
split_feature=36 0 21 17 7 1 30 25 21 30 31 21 21 18 37 3 29 25 37
split_gain=2.94844 2.97237 2.92861 6.22398 7.58462 3.57426 2.99533 3.36281 2.75434 9.74207 6.9108 3.09035 3.12943 2.7258 1.90851 2.1855 2.96176 0.169459 0.168122
threshold=0.054888731130137265 0.10191204891055021 -0.030690498803829982 -0.17713404575390684 53.377691704534101 0.056745925254189582 -0.0024960786079796845 -0.0013012457262725039 -0.025449332415642126 0.0084092578100736833 0.0027074901530155268 -0.021370699897252165 -0.020769010554556377 0.10136351089341723 -0.065050997255393525 0.045598196415839898 -0.0066969339000348396 0.0049953549251719014 -0.018594513528975228
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 5 -3 7 -5 9 10 -4 13 -13 -10 -1 16 -16 -8 -17
right_child=-2 2 8 6 -6 -7 17 -9 11 -11 -12 12 -14 -15 15 18 -18 -19 -20
leaf_value=0.01781322592845562 -0.033719185383652893 0.019672625498802762 0.0059654818434685276 -0.019849048183249896 0.055931925854479758 -0.01813256701335085 -0.035056179298079353 0.032753306065267697 0.024697504648200669 -0.034428412184131181 0.045163535528954357 0.024901847212761459 0.0014670073471954913 -0.011383814933987659 0.020658363872052998 -0.034306367147745175 -0.033051892802330778 -0.01818445971845065 -0.015888079429326182
leaf_weight=3.6226005218923119 6.3101946525275698 9.566024776548149 29.057675939053297 9.9463243186473829 6.3013481870293608 17.358849503099918 21.126054842025045 4.2281160429120055 5.4852069206535807 9.1680290885269624 18.654716767370701 14.499274026602505 657.86018187552691 70.070264903828502 6.0070745646953583 13.145620213821536 4.3109406456351298 3.4207649398595086 2.8965055719017938
leaf_count=51 102 79 278 129 56 215 289 52 48 127 141 132 5925 669 62 233 72 62 41
internal_value=6.47944e-05 0.000309114 0.000844674 -0.00880191 0.00695014 -0.00449281 -0.0224304 -0.0036884 0.00171426 0.012318 0.0214582 0.000899603 0.00198344 -0.0086691 -0.0151361 -0.0199034 -0.00140408 -0.0329912 -0.0314096
internal_weight=913.036 906.726 876.743 71.9475 33.2262 26.9249 38.7213 14.1744 804.795 56.8804 47.7124 747.915 672.359 75.5555 29.9827 26.3601 10.318 24.5468 16.0421
internal_count=8763 8661 8202 882 350 294 532 181 7320 546 419 6774 6057 717 459 408 134 351 274
is_linear=0
shrinkage=0.05


Tree=149
num_leaves=31
num_cat=0
split_feature=39 16 7 10 40 30 38 31 33 16 40 17 28 39 31 33 3 5 12 40 5 33 1 10 31 40 39 31 5 37
split_gain=2.82691 7.6577 6.00665 10.3407 7.82123 6.70603 7.87964 5.732 7.67028 9.56219 7.09666 6.82343 8.59598 4.76534 4.26395 4.54604 4.5316 4.26253 9.50494 13.1508 5.95626 5.76458 5.31694 7.42828 6.54532 4.26961 4.14861 3.09755 2.65084 1.14908
threshold=0.0042581516941850566 0.014914170448107869 80.420849967881253 54.547512243302243 0.0079159311663097778 -0.0010975673497652153 -0.0021369542104752166 -0.001812871709782687 0.0093040799056287784 0.03441911269161952 0.0044681926383443923 -0.72573375345409252 -0.0035556165959772603 0.0037905272979373798 6.0924743839896804e-05 0.0066157313112728813 0.04541335908901005 0.037702785658863328 0.03053844912514778 0.0061275546770663677 0.037407195751759902 0.009003810259316224 0.036311527861879071 50.659056146588632 0.0030776467253102861 0.0089614027083354288 0.0031192264194044137 0.0069345568699413591 0.020007972527114268 0.012808075731987613
decision_type=2 2 2 2 2 2 2 2 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 28 3 7 5 -5 -7 8 10 -10 -1 13 -13 -9 29 -16 26 20 -19 21 22 -20 23 -3 -24 -21 -17 -18 -2 -4
right_child=1 17 14 4 -6 6 -8 11 9 -11 -12 12 -14 -15 15 16 27 18 19 25 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0057488822029254432 0.0082712932629392579 -0.0090064490407112934 0.012680280152163491 -0.037098304833685466 0.016727128364147983 0.020258294338193029 -0.01367901105446007 -0.00088043450336563697 0.022605417524004925 -0.011187783461610916 -0.035099512448609031 0.031890274186759951 0.0050173348665921054 -0.027552106922691073 -0.02072613947800999 0.036942314436725937 -0.019562486245545685 0.04108866442757711 0.0012963866925258924 0.0036984919545737247 0.032028234979223823 -0.019972839972698025 0.014740022445552618 0.0069861483397047619 -0.00054982982185350403 -0.0019822863368803641 0.0028471858880815305 0.0097072171444990644 0.032775854685728571 0.031585246649533674
leaf_weight=51.919040068984032 21.887415796518326 154.85992959141731 16.956801071763039 27.774062305688858 22.539481997489929 18.321768581867218 223.25929798185825 107.74275135993958 37.035983085632324 47.721126422286034 34.653352648019791 35.677065938711166 181.96365794539452 19.830424606800079 17.442987978458405 18.138675764203072 17.984503418207169 13.286813288927076 42.334218293428421 570.08251388370991 18.487865805625916 123.39998000860214 160.78593365848064 136.32251010835171 122.80127221345901 786.89421063661575 18.173578292131424 17.75308121740818 23.846250146627426 18.125935971736908
leaf_count=149 60 422 50 81 66 50 632 301 104 137 95 103 500 54 52 50 50 39 117 1604 51 340 446 373 335 2285 50 51 66 50
internal_value=-8.80126e-06 0.000977227 -0.00231259 -0.00389172 -0.011413 -0.0137916 -0.0110772 0.000350195 -0.00711322 0.00352901 -0.017582 0.00406975 0.00945811 -0.00508387 0.00789 0.00202845 0.00762764 0.000539521 -0.000848136 -0.00122002 0.00414026 -0.0145123 0.00322911 -0.00150222 0.0081036 0.00040069 0.0200704 -0.00489637 0.0212011 0.0226519
internal_weight=3108 2174.99 933.014 808.438 291.895 269.355 241.581 516.543 171.33 84.7571 86.5724 345.214 217.641 127.573 124.576 89.4928 72.0498 2129.26 1536 1522.71 593.258 165.734 574.77 291.182 283.587 1356.98 36.3123 35.7376 45.7337 35.0827
internal_count=8763 6138 2625 2272 829 763 682 1443 485 241 244 958 603 355 353 253 201 6012 4385 4346 1627 457 1576 795 781 3889 100 101 126 100
is_linear=0
shrinkage=0.05


Tree=150
num_leaves=17
num_cat=0
split_feature=20 43 11 31 27 40 28 27 1 1 7 38 12 10 20 41
split_gain=3.05556 5.82715 4.54859 3.77601 5.22256 8.43056 7.0464 6.95194 7.75925 5.39122 4.20017 4.16837 3.41919 2.88599 2.3154 1.86688
threshold=4.7764982782858256 -0.78656609248549303 1.0589737029528676 0.021325839060730514 0.013542136649410971 0.0072187172026142426 0.087587081252435903 0.019131773324412498 0.15430921885259352 0.11011274044441978 91.871612189849472 0.0010551481849528923 0.041243078898175835 29.232579593867673 0.46656328648531925 0.0041436887548215512
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 15 13 4 6 -6 10 9 -9 -7 11 -1 -4 -3 -5 -2
right_child=1 2 12 14 5 7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.002073966149053016 0.033738995777798493 -0.0060669255226202604 -0.027690703108807835 0.024895416686965096 0.014879760311454538 -0.012393797024808216 0.025696893443464455 0.011758038574236719 -0.024412481839733338 -0.037184070066424942 -0.02160495822119992 0.0019317948396780985 0.0018987708177263464 0.018629616391263235 0.001033983697506298 0.011435598825146434
leaf_weight=1295.6263542473316 21.02060654759407 17.647743463516235 18.898567974567413 23.505243450403214 31.803941667079926 58.966334253549576 26.321457505226135 43.019687160849571 22.485730081796646 35.890559032559395 22.734986588358879 1301.7689938694239 19.457758620381355 34.062305122613907 18.67007714509964 18.749645188450813
leaf_count=3857 58 54 57 70 94 171 73 132 86 114 69 3669 56 97 54 52
internal_value=-1.05303e-05 0.00748791 0.000386046 -0.000350467 -0.00057305 -0.00852973 3.11789e-06 -0.01321 -0.000600115 -0.0218555 -0.000254061 -6.4427e-05 -0.0125844 0.0101092 0.0144782 0.0234045
internal_weight=3010.63 129.837 90.0664 2880.79 2838.62 192.166 2646.45 160.362 65.5054 94.8569 2620.13 2597.4 38.3563 51.71 42.1753 39.7703
internal_count=8763 374 264 8389 8265 597 7668 503 218 285 7595 7526 113 151 124 110
is_linear=0
shrinkage=0.05


Tree=151
num_leaves=20
num_cat=0
split_feature=41 38 31 29 2 24 38 7 42 21 24 15 7 8 34 41 5 43 9
split_gain=2.91127 4.23587 3.68925 3.26343 4.24925 4.12862 5.11458 3.99214 4.0092 6.18593 4.7235 3.18749 2.82729 4.41112 2.12486 1.1358 1.05377 0.999044 0.125126
threshold=0.00012343902594122124 0.016131049367720477 0.00065425259942504348 -0.011761845572619943 0.27079744910878517 -0.0065070282297896463 -0.02130806693992959 23.686598695022223 0.62870651806822064 -0.031138403868864108 0.02085667077072639 -0.043986829635538155 17.657894475407115 -131.82957399192838 0.0046930626679244644 0.0069350095548815103 0.054675258817487395 -0.70710678118654735 -53.158165932529336
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 -1 4 11 6 16 14 10 -10 -9 12 13 -2 17 -14 -5 -7 -6
right_child=3 -3 -4 5 18 7 -8 8 9 -11 -12 -13 15 -15 -16 -17 -18 -19 -20
leaf_value=0.022466466291901438 -0.033309965746378692 0.051496418553589787 -0.027356173882484666 -0.014457247655065501 -0.034954780670491098 -0.0028203023979183903 0.058727748736008806 0.0034076326058365709 -0.029789041597868583 -0.0014741451900023514 0.043902613607860692 0.035025378426821401 -0.030549815138232253 0.022725408714492142 0.0093334803215764286 -0.0059206138226781738 0.018894999659908356 -0.029873928813219132 -0.018983839009078345
leaf_weight=9.6914572194218653 4.7406341116875437 6.5279137045145026 5.8526562824845305 4.8537769690155965 14.139913635328414 4.6970359720289769 6.6437305547296992 387.60883262194693 20.291279152035713 370.28108074702322 7.264926314353942 4.7651004791259757 11.838914366438987 12.425976544618605 5.3730091266334048 8.7488930076360685 4.3999458104372025 18.922143779695034 3.5093769021332255
leaf_count=76 82 46 48 51 186 56 59 3334 327 3503 74 53 171 137 56 151 53 246 54
internal_value=6.97846e-05 0.0179709 0.00333273 -0.000370266 -0.0116076 0.000439307 0.0255949 -4.86612e-05 0.000618775 -0.00296523 0.00417625 -0.00289313 -0.00789091 0.00685813 -0.0182425 -0.0204044 0.000898946 -0.0247393 -0.0321857
internal_weight=912.577 22.072 15.5441 890.505 60.1688 830.336 15.8975 814.438 785.446 390.572 394.874 42.5195 37.7544 17.1666 28.9922 20.5878 9.25372 23.6192 17.6493
internal_count=8763 170 124 8593 834 7759 163 7596 7238 3830 3408 594 541 219 358 322 104 302 240
is_linear=0
shrinkage=0.05


Tree=152
num_leaves=31
num_cat=0
split_feature=23 40 7 36 10 3 39 28 31 38 23 38 7 31 15 12 28 4 29 12 27 11 40 3 12 43 28 9 17 41
split_gain=2.77606 11.3913 9.7128 7.83744 9.5664 9.32629 7.7288 5.4877 8.53806 4.91443 4.72801 4.36824 7.03752 4.31446 4.30051 8.08224 9.47066 17.4033 6.50779 6.1718 19.1439 5.48673 4.80343 4.64254 4.3559 3.83855 4.07639 3.40676 2.31158 1.89948
threshold=0.063197789769754001 0.012351011182235078 46.913098950980618 0.020799525380313936 80.340830431097473 0.049979312886851555 0.013122219481825761 0.018018119696899051 0.0082503262251381968 -0.016998859664314744 0.067712333232183244 0.022457298431035059 54.109187599004436 0.00093942940457225404 1.0773198934477561 0.063257845476971372 -0.038252618201315737 0.38535298524268474 0.020655252788273407 0.094592955231158196 -0.014603242327420244 0.71483986694506807 0.011591995535162681 0.10878111561006139 0.055173779730831464 -0.5 0.039699791913159511 -12.071068124474598 -1.6312520453014658 0.0058450736081429233
decision_type=2 2 2 2 2 2 2 2 2 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 6 27 13 -7 -9 -8 11 12 -2 -1 15 16 28 -18 29 20 -17 -21 24 -24 -20 -13 -27 -5 -12 -16
right_child=10 2 -4 5 -6 7 9 8 -10 -11 14 25 -14 -15 18 19 17 -19 22 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0020926019363855988 0.0068239564014134007 0.0070946959928147721 -0.037823338607327645 0.046369988539910222 -0.028733138231736267 0.0208007057318913 -0.0015191200938959237 -0.017915427360773475 0.020028545383363638 -0.034881979560896642 0.017728895594463952 -0.010494067198897507 0.047375285921415079 -0.0025254008745876958 -0.022607216371908368 -0.031612598036689657 -0.022149783002687495 0.016137778955363717 0.0069322180597016355 0.0026049727957862924 0.0036280069927572566 0.03264175461929144 0.031841989564037575 -0.0032534338991491219 -0.017472316167589742 0.030430464684986943 -0.002552005423379525 0.018209396838518587 0.043539462934219758 -0.0075820820425620593
leaf_weight=1000.9583562016487 25.374273926019669 17.459325715899467 37.268626511096954 18.032032996416092 30.805337831377983 27.358756631612778 19.394426643848419 45.997446179389954 21.67315798997879 26.583021193742752 15.326302871108053 26.843097299337387 18.897742539644241 1021.7087357342243 45.218148827552795 56.538893446326256 40.347520008683205 110.85219034552574 37.876393899321556 118.1686939150095 119.9283102452755 17.447590321302414 22.273718312382698 15.837504908442495 34.88041153550148 18.91009533405304 17.93647712469101 29.28047651052475 23.60728631913662 41.991016179323196
leaf_count=2798 75 51 109 52 90 77 55 127 60 74 49 74 54 2807 128 164 116 320 118 352 346 50 75 47 100 53 50 83 89 120
internal_value=-8.69176e-06 -0.000897272 -0.0234156 -0.000344292 -0.00111645 0.0110022 -0.000701407 0.00190678 -0.00567755 -0.0209511 0.00250967 0.0122483 0.0243139 -0.000237625 0.000999627 0.00346623 0.0115927 0.00587984 -0.0052277 -0.00147083 -0.00764604 0.00652737 0.00277237 0.0171565 -0.00470688 0.00375788 0.0142762 0.0291228 0.0335786 -0.0154469
internal_weight=3104.78 2296.52 54.728 2241.79 2099.45 142.342 2068.64 95.0294 67.6706 45.9774 808.256 107.962 44.272 2022.67 700.294 502.217 190.133 151.2 198.077 312.083 176.467 135.616 110.868 38.1112 72.7568 63.6897 36.8466 47.3125 38.9336 87.2092
internal_count=8763 6383 160 6223 5824 399 5734 264 187 129 2380 306 129 5605 2074 1486 574 436 588 912 510 402 340 122 218 177 103 135 138 248
is_linear=0
shrinkage=0.05


Tree=153
num_leaves=18
num_cat=0
split_feature=20 28 28 10 31 27 40 27 1 28 1 36 3 20 35 28 28
split_gain=2.84723 5.58577 6.55265 4.94882 3.59315 4.7941 7.88034 6.52534 7.17182 6.49161 5.11546 4.19709 10.6968 5.73036 2.21625 2.06446 1.71907
threshold=4.7764982782858256 0.023185633735225922 0.047085076386624687 29.232579593867673 0.021325839060730514 0.013542136649410971 0.0072187172026142426 0.019131773324412498 0.15430921885259352 0.087587081252435903 0.11011274044441978 0.020799525380313936 0.049979312886851555 -1.4612335210484566 0.0071263130914973613 0.00053406443006437864 0.067139745446888763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 9 -7 10 -9 11 -8 13 -13 -1 -6 -5 -4
right_child=1 2 16 15 14 6 7 8 -10 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.008842784702551329 -0.0018019061479859844 -0.027695099299463274 0.017309787107704085 0.039137976206970827 0.0032459435995947994 0.014381615713867963 -0.011977759633313668 0.011287380107766204 -0.023661732308443588 0.024670425131769973 -0.036259764531157167 -0.03172551202486542 -0.0014342833984920971 -0.00039511601986083893 0.02656255050145459 0.016983766474584796 -0.002774315429276713
leaf_weight=181.22478677332401 22.732725039124489 19.367354661226273 21.321828097105026 19.32409805059433 22.630514591932297 31.891222774982452 58.80566993355751 43.068022489547729 22.132059380412102 26.288911521434784 35.331581741571426 36.562360271811485 144.1787229180336 2256.2020224928856 19.368414923548698 26.336320221424103 20.432458251714706
leaf_count=523 69 60 59 54 65 94 171 132 86 73 114 114 423 6535 59 74 58
internal_value=-1.24579e-05 0.00723497 -0.00368018 0.0170538 -0.000340618 -0.000557566 -0.0082006 -0.012758 -0.000517536 -2.69538e-06 -0.0211731 -0.00025328 -0.00760374 0.000290013 0.0141551 0.026534 0.00737902
internal_weight=3007.2 129.515 61.1216 68.3931 2877.68 2835.69 191.229 159.337 65.2001 2644.46 94.1373 2618.17 180.741 2437.43 41.9989 45.6604 41.7543
internal_count=8763 374 177 197 8389 8265 597 503 218 7668 285 7595 537 7058 124 128 117
is_linear=0
shrinkage=0.05


Tree=154
num_leaves=22
num_cat=0
split_feature=36 10 33 12 30 38 33 32 17 21 19 26 4 5 40 7 7 31 39 25 19
split_gain=2.82035 2.96153 5.44837 10.6143 7.44281 9.53442 5.09612 7.07694 7.52363 3.9797 4.85996 4.79212 4.55068 3.72909 5.67865 3.31169 9.15145 4.67864 1.25744 0.809505 2.12459
threshold=0.054888731130137265 46.245523500524534 0.0076316311310877724 0.035494687757710079 0.00024518276695851469 -0.0204859518450447 0.0054637429555784737 0.00079973558403439245 -0.20634661066670493 0.016137623476841473 0.77181323127991952 0.0033710063176417234 0.31671370700061946 0.016913789512658029 0.0027658578090413955 38.175156053980864 34.983803928301946 0.0033038472700123232 0.0017146837697394055 -0.0060444829202366147 0.22351134792158084
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 13 4 5 -4 7 8 -3 10 12 -12 -8 14 -1 16 -5 -17 -10 20 -15
right_child=-2 6 3 15 -6 -7 9 -9 18 -11 11 -13 -14 19 -16 17 -18 -19 -20 -21 -22
leaf_value=-0.025009472076618074 -0.033608965472024792 0.040111501312567154 -0.0017395903353577551 -0.0054440139791932475 -0.021594796915531317 0.055971841460498731 -0.012581388183410737 0.046288691504767859 -0.0049304574920096423 0.035372799271275748 -0.023761907978327064 -0.0018162319053198009 0.0076323627366202372 -0.030361414738964521 0.035646833951670939 -0.018781268284176155 0.03239859129330043 0.0080254766383500847 -0.03576204537360983 -0.036164013232964851 0.010557856281973916
leaf_weight=8.8193984366953355 6.0698312241584054 8.1247536577284336 11.127781365066769 107.65088609978557 7.1085656844079486 19.128675650805235 31.145182900130749 15.257497951388357 7.4300860539078712 8.2712480872869474 27.57483820989728 254.469123236835 245.56451725773513 11.404733873903746 6.6918667033314696 68.230149557814002 18.655644543468952 21.006273176521063 6.6363053470849991 17.673898909240965 4.1043832264840594
leaf_count=78 102 52 92 1307 63 154 270 78 48 95 235 2566 2123 152 50 682 180 189 53 156 38
internal_value=7.45142e-05 0.000309363 -0.00373037 -0.000758137 0.0237839 0.0346461 0.00233354 0.0201806 0.00187861 0.00114268 0.000620788 -0.0039872 0.00533541 -0.0190319 0.000899293 -0.00504482 0.000127044 -0.0124131 -0.019979 -0.0284736 -0.0192138
internal_weight=912.146 906.076 301.602 252.908 37.365 30.2565 604.474 37.4486 22.1911 567.025 558.754 282.044 276.71 48.6943 15.5113 215.543 126.307 89.2364 14.0664 33.183 15.5091
internal_count=8763 8661 3141 2667 309 246 5520 231 153 5289 5194 2801 2393 474 128 2358 1487 871 101 346 190
is_linear=0
shrinkage=0.05


Tree=155
num_leaves=31
num_cat=0
split_feature=44 2 37 5 40 29 24 19 30 40 14 24 21 27 21 4 23 35 23 16 7 5 3 28 28 3 2 12 3 8
split_gain=2.75667 6.6385 5.89285 5.02733 8.87629 6.94068 4.71493 7.41112 10.9292 6.51613 6.45124 6.35242 6.27445 5.14596 6.56132 4.56123 6.15185 4.4842 4.60399 4.35548 6.3651 5.56021 4.07179 3.42594 7.78926 6.2352 3.45276 3.2524 2.4609 2.39168
threshold=0.60355339059327384 0.35279600077244716 -0.02076104418634744 0.075865761942592244 0.012151875126531072 0.010393562773962974 0.0075491579823724151 0.58685757674368511 -0.0019491191670156763 0.0033743030747937332 0.08613959300981977 0.011947139876288357 -0.0037629854357794233 -0.0063639488265093396 -0.029085861584053026 0.85199999999999931 0.023868581299020992 0.0065253242245307827 0.092995042089057803 0.03441911269161952 32.579299669761063 0.076919153650104252 0.02976462485854486 -0.015921297291921831 0.014025207423612669 0.080686735245052252 0.30147767281795329 0.052187742362052647 0.049794741925529511 95.750765592238082
decision_type=2 2 2 2 2 2 2 2 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 23 -3 4 5 -4 7 10 -9 -8 -1 15 22 -13 -15 16 -11 18 -5 20 -12 -21 -10 25 26 27 -25 -2 -17 -19
right_child=1 2 3 17 -6 -7 9 8 12 11 19 13 -14 14 -16 28 -18 29 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.018806906441650881 0.014324093732862923 -0.033571332823209392 -0.0019670317718570906 -0.0010020194064292889 -0.038119778328738106 -0.017430634550025494 -0.027211427419354679 -0.032909567042951011 0.016259021215976992 -0.016349338713630316 0.010512277620767127 0.026813734511503914 -0.030823969643849782 -0.014078171303995069 0.0024614593195878306 0.037450636234147378 0.010364561060071232 -0.012301853876314058 0.032541534564234371 -0.0070517055954247235 -0.00086228440151228745 0.0053202565963711311 -0.0042491306493893143 -0.027584176023471893 0.024820796736214977 -0.0033161403805084771 0.00082134016237334908 0.040306829590036647 0.011999277827784455 0.011081212305463512
leaf_weight=48.781544983386993 32.109514132142067 16.694860339164734 541.57626411318779 16.457050010561943 19.672012701630592 83.923262849450111 16.508614555001259 37.947956442832947 27.105309307575226 23.568514794111252 192.08609646558762 19.015413030982018 20.329593926668167 68.27133421599865 486.44162340462208 21.887394905090332 228.71971946954727 27.996495425701141 25.736209824681282 314.49001462757587 339.64308857917786 127.13543926179409 215.56424133479595 21.512550294399261 19.039634168148041 32.005589932203293 20.517545640468597 20.315279275178909 18.250567823648453 17.652810767292976
leaf_count=137 94 47 1514 49 61 234 49 107 80 64 530 58 58 196 1387 60 633 82 80 881 948 379 591 60 54 95 57 71 51 56
internal_value=-8.22646e-06 -0.00234975 -0.0042509 -0.0035718 -0.00510448 -0.00405223 0.000939884 -0.000945235 -0.00784235 0.00377107 0.00108116 0.00437043 -0.00419528 0.00130285 0.000414661 0.0103693 0.00784368 0.00762137 0.0193686 0.00018582 0.00323856 -0.00347834 -0.0019321 0.00740804 -0.00153948 0.0139332 -0.0136299 0.0245455 0.0260608 -0.00314576
internal_weight=3100.96 895.209 749.709 733.014 645.172 625.5 2205.75 1323.08 300.947 882.663 1022.14 866.155 262.999 573.728 554.713 292.426 252.288 87.8426 42.1933 973.355 531.729 441.625 242.67 145.5 61.0697 84.4304 42.0301 52.4248 40.138 45.6493
internal_count=8763 2554 2123 2076 1809 1748 6209 3711 836 2498 2875 2449 729 1641 1583 808 697 267 129 2738 1478 1260 671 431 171 260 117 165 111 138
is_linear=0
shrinkage=0.05


Tree=156
num_leaves=18
num_cat=0
split_feature=33 40 31 28 42 1 16 21 3 40 27 5 5 28 38 8 40
split_gain=2.74291 3.81464 5.07 7.85273 7.22509 4.34733 9.22639 4.27803 3.81191 6.17462 3.69304 3.56662 9.65321 9.24939 7.38251 5.69335 4.36972
threshold=0.0042703287206451923 0.0030713528812234682 0.00035576964593093209 -0.0035556165959772603 0.57209337819461259 0.019661044564810874 0.014718571590183931 -0.0089674084560618234 0.037836558277727535 0.0034298977163330405 0.001380432439066748 0.024713127901306982 0.027832889760787616 0.036741189352490725 -0.011700556901559854 -89.039016959994655 0.0053386755865712241
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 7 -4 6 8 -2 9 -3 -1 13 15 14 -7 -13 -14
right_child=1 5 4 -5 -6 11 -8 -9 -10 -11 -12 12 16 -15 -16 -17 -18
leaf_value=-0.036100584123804957 0.017087606325693845 0.012520937214419735 -0.030206864127631405 0.037140837333967607 0.012896999714430269 -0.018642996770294816 -0.040036953649584817 -0.015010528030907855 0.017941686447146454 -0.023660565899446095 0.00070308624309208553 0.012133634441327259 0.0056981357591124708 0.03845121775178871 0.006403817522738036 -0.015627415967337046 -0.00050837458124564365
leaf_weight=12.202109053730966 24.096534043550491 19.36224952340126 16.55116993188858 29.12745575606823 23.113356202840805 33.934180915355682 20.972348242998123 17.985345274209976 17.447341501712799 29.409823387861252 14.696546614170073 20.875313341617584 329.81092894077301 19.770909041166306 214.41760408878326 145.27532097697258 2015.212838254869
leaf_count=61 68 55 50 87 68 98 61 52 50 85 44 59 932 54 598 431 5910
internal_value=-1.22685e-05 0.000129926 0.00922673 0.017214 -0.00499433 -0.000220497 -0.0112081 0.00324761 -0.00195576 -0.00919817 -0.0158789 0.000122797 -0.000460718 0.00560465 0.00295523 -0.0121042 0.000362601
internal_weight=3004.26 2977.36 110.874 71.2093 39.6645 2866.49 87.1918 42.0819 66.2194 48.7721 26.8987 2779.3 2511.17 268.123 248.352 166.151 2345.02
internal_count=8763 8658 325 207 118 8333 251 120 190 140 105 8082 7332 750 696 490 6842
is_linear=0
shrinkage=0.05


Tree=157
num_leaves=27
num_cat=0
split_feature=35 19 31 31 27 29 10 33 3 39 27 33 28 14 14 36 5 40 36 39 9 20 41 37 37 41
split_gain=2.75247 2.925 4.7214 5.87326 3.83974 6.33463 3.42826 5.77379 11.1395 4.27834 4.09882 7.47854 8.60542 4.48408 6.91602 3.93 3.62886 5.27088 2.9929 4.62977 2.95592 2.23363 1.76478 1.17199 1.14853 0.822966
threshold=-0.027390255266718896 0.99938347718865661 0.00065425259942504348 -0.0042966261609220522 0.003643630196389741 0.005320415450478567 46.245523500524534 0.0076316311310877724 0.037836558277727535 0.0038596142416117744 -0.0012848682037639211 0.0060828640731783812 0.013598572403658372 1.4095922668272038 1.4849504024500599 0.0049790235687401383 0.016913789512658029 0.0027658578090413955 0.018086345483789072 0.0050086258970950901 -12.071068124474598 -1.5384204527144318 0.0012862547600597247 0.03554128756768294 0.00082997746935764571 0.0067632784485668071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 6 3 -3 5 -5 7 16 -9 -10 11 -8 -13 15 -15 -12 17 -2 22 -20 -21 -1 -4 -24 -18 -23
right_child=1 2 18 4 -6 -7 10 8 9 -11 13 12 -14 14 -16 -17 24 -19 19 20 -22 25 23 -25 -26 -27
leaf_value=0.013196392909847888 -0.024658613316269451 -0.0343481439139698 0.0024673040552331761 0.0094963100728249917 -0.0050649274903025688 0.078981676480558843 0.069386121929140496 0.07185131110519212 0.012212685292398041 -0.0047144278536583473 0.0031849201122706779 0.0017223254247235665 0.04927269011243212 0.043817082549021363 0.0050480872117436501 -0.0083585240083827016 -0.032072919586983745 0.033621121831460009 0.038928583466620176 -0.03481596400079414 -0.0015703278418754824 -0.0043676520110899307 -0.033799914171182124 -0.0065671911936577097 -0.0038422870356208646 -0.034601862923986225
leaf_weight=3.9727988019585636 8.6348225213587266 5.765514142811301 4.7839567475020877 8.4637302607297915 8.106967914849518 5.5002808757126322 5.7525447979569426 5.2214370369911185 46.505648173391819 186.30553382821381 269.31336645595729 54.487749338150024 11.495718784630297 15.128543287515638 48.799604926258326 101.41303719580173 27.719817051663995 6.8697556331753722 5.1832055933773509 9.4793815612792951 23.335059251636267 3.3426107019186011 24.985090110450987 5.3201888725161544 4.6456088349223128 11.217046324163674
leaf_count=59 78 69 38 70 82 48 29 34 398 2004 2297 519 100 122 450 987 310 50 50 117 267 46 267 61 36 175
internal_value=7.45482e-05 0.000476715 -0.00752758 0.00986545 0.0217435 0.0375884 0.00150344 -0.00286297 0.000305447 -0.00130786 0.00397863 0.0150545 0.0101443 0.0021361 0.0143549 1.22993e-05 -0.0186899 0.000893481 -0.0142248 -0.00432175 -0.0114028 -0.018939 -0.0247638 -0.0292209 -0.0281991 -0.0280789
internal_weight=911.749 893.217 100.923 27.8365 22.071 13.964 792.293 285.903 238.033 232.811 506.391 71.736 65.9835 434.655 63.9281 370.726 47.87 15.5046 73.0869 37.9976 32.8144 18.5325 35.0892 30.3053 32.3654 14.5597
internal_count=8763 8483 1069 269 200 118 7414 2910 2436 2402 4504 648 619 3856 572 3284 474 128 800 434 384 280 366 328 346 221
is_linear=0
shrinkage=0.05


Tree=158
num_leaves=31
num_cat=0
split_feature=31 28 31 28 28 36 33 12 44 33 31 44 27 30 28 12 21 1 31 16 5 28 21 1 1 33 1 1 5 5
split_gain=2.77201 12.1286 10.6159 8.66416 9.02574 8.92217 7.87903 9.64253 7.70945 13.63 8.15613 7.32116 7.2966 10.8464 10.6883 9.44193 7.23855 5.54641 5.41315 10.3851 8.94235 7.54621 6.39083 5.52614 5.40716 5.31784 5.30657 4.8682 4.82329 4.64882
threshold=0.0044855745590479824 0.019913795886151511 0.0013217093023833047 0.019913795886151511 -0.0070121353583015031 -0.0073521458720815494 0.0082958098810985113 0.059706512401300003 -0.12940952255126037 0.0093761712901921316 0.0076919454082843598 0.78656609248549303 0.0022180114208521636 0.0078816678395305321 0.039073950988631402 0.035629592936382452 -0.0094916221677812801 0.037163803536201523 -0.001812871709782687 0.010381197529430203 0.064069542779216934 0.030419417970884346 -0.024295198049276757 0.047133230009049613 0.013179427324124379 0.0066157313112728813 0.029533000767505244 0.11939880057928288 0.055572455128603405 0.075865761942592244
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 18 4 5 -4 -5 -8 16 -10 -11 25 -3 15 -15 17 -2 -14 19 -1 22 26 23 -20 -24 -6 -21 -16 -17 -22
right_child=1 12 3 6 11 -7 7 -9 9 10 -12 -13 13 14 27 28 -18 -19 20 21 29 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.035460520035536292 0.039519808504426067 0.01530738916008878 -0.012513330929019829 0.01608916951657214 -0.025070559825640711 0.029273877910730568 -0.0094914837722826061 0.020214234798890295 0.03448058347422641 -0.019440997866716957 0.014396102897752873 -0.035432386154772157 0.02423880203974382 0.016850666559051704 -0.0044565282983139807 -0.022996038247273864 0.0026358541056011801 -0.011842196188118905 0.040357919015181827 -0.012665304236353503 -0.033315106373026836 -0.030869168250819819 0.025165722293661059 0.0035919588632510242 0.0036127126750696704 -0.0076169075852110775 0.0014066110643947277 0.0069376086118403887 0.0010738791614027709 0
leaf_weight=21.622168675065041 43.734110772609711 68.441268861293793 27.521968826651573 58.103631794452667 61.126204386353493 23.539545640349388 171.97085309028625 32.300919726490974 29.752694755792618 43.37750543653965 29.932865887880325 41.909015506505966 23.755106776952744 96.063410192728043 351.29050828516483 114.59138843417168 19.549010664224625 18.955674260854721 24.667250365018845 72.990586265921593 21.971907675266266 19.85218071937561 30.920740500092506 17.979965478181839 500.34892849624157 157.60759128630161 801.68921995162964 127.55344104766846 24.937107443809509 19.523798823356628
leaf_count=69 120 193 76 162 178 66 475 90 83 120 82 122 66 270 974 313 54 52 68 205 63 55 96 50 1389 429 2326 392 69 56
internal_value=-8.43133e-06 0.00216907 -0.00103664 -0.00683605 -0.0124704 0.00667256 -0.000121153 -0.00476214 0.0144825 0.00597548 -0.0055563 -0.0162409 -0.000307343 -0.00172725 0.00163484 -0.0123561 0.0282269 0.00811847 0.0011342 -0.00129778 0.00476239 -0.000462555 0.00639029 0.0250191 0.00488104 -0.0125265 0.000225304 -0.00141013 -0.0186607 -0.0175937
internal_weight=3097.58 991.934 2105.65 574.08 311.704 51.0615 262.375 204.272 166.346 103.063 73.3104 260.643 825.588 757.147 574.907 182.239 63.2831 42.7108 1531.57 916.154 615.413 894.532 573.917 42.6472 531.27 218.734 874.68 478.844 139.528 41.4957
internal_count=8763 2788 5975 1598 871 142 727 565 459 285 202 729 2329 2136 1636 500 174 118 4377 2655 1722 2586 1603 118 1485 607 2531 1366 382 119
is_linear=0
shrinkage=0.05


Tree=159
num_leaves=31
num_cat=0
split_feature=39 39 38 28 1 28 40 30 12 40 20 4 28 32 15 40 28 1 44 39 31 40 16 17 44 32 2 1 38 30
split_gain=2.68541 9.73919 6.58305 5.49706 8.64043 5.67956 7.84885 7.702 7.49173 6.13468 5.47053 6.05323 5.93355 4.9634 7.76616 5.85343 7.60582 5.15757 5.11298 5.00062 4.79548 4.604 3.99007 3.86829 6.84742 8.35097 8.27484 3.68163 3.10493 2.61146
threshold=0.0099226339083083107 0.0082998538929736753 0.0348328295590924 -0.054691144646274253 0.065286592722190687 -0.015405536795552701 0.0090596862948348709 -0.0038431416892545918 0.047684106481031878 0.0064965787058521218 0.80562122751486731 0.75848882114067873 0.046615802087060607 -0.0010531548033969646 0.26722265490178893 0.020617470404482974 -0.03944444709354044 0.055989288265984961 -0.5 0.010400505824999504 0.00093942940457225404 0.0089614027083354288 0.048334233489621937 -0.59534596987400035 -0.70710678118654757 -0.0047194248180155553 0.24119521909830291 0.10327905299559623 -0.0023692987351672796 0.00089846091667718621
decision_type=2 2 2 2 2 2 2 2 2 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 10 4 -1 6 8 9 -5 -7 11 12 -3 17 -15 16 27 18 -2 -18 -9 -4 -8 24 25 -19 -26 -16 -25 -13
right_child=13 2 21 5 -6 7 22 20 -10 -11 -12 29 -14 14 15 -17 19 23 -20 -21 -22 -23 -24 28 26 -27 -28 -29 -30 -31
leaf_value=0.040181440385532043 0.0048601762725636391 0.0043398466339647579 -0.0078661428952869275 -0.0081589805065699437 -0.0009176563697555944 -0.00071800135921194319 -0.037946537662023425 -0.0036469850601835913 0.012560390456516621 0.02210234782251318 -0.02571710328761256 -0.039716306325611656 -0.024514063217851503 -0.022176760200513759 0.011267475460975656 -0.020532980148076547 0.023314215972032301 -0.0024250445842364746 0.039059418867007201 -0.0022542201798670045 0.0020164834887756102 0.017721903390139186 -0.0063257038834975523 0.0046444408682548115 0.0037316229658079072 0.040157390934098786 -0.024553002920954317 0.041941371834529846 0.027794241148761889 -0.011857313723215921
leaf_weight=21.972511976957321 20.539365738630295 79.275967881083488 39.09203265607357 175.96680875122547 29.846100836992264 48.017663180828094 27.102293357253075 560.56755885481834 57.780015930533409 74.372673094272614 68.233611777424812 17.800819829106331 22.833386063575745 38.552652537822723 25.776973858475685 26.690023094415665 21.076939553022385 24.524404242634773 24.277765542268753 196.70845516771078 1120.824304677546 31.606548726558685 16.489306569099426 30.86962303519249 78.504117801785469 21.248201817274094 38.290158450603485 16.433115690946579 28.339220970869064 17.346588641405106
leaf_count=64 57 235 116 521 93 135 95 1635 179 217 206 55 64 123 75 87 60 71 67 593 3184 90 56 92 238 60 116 50 79 50
internal_value=-1.22033e-05 -0.000755218 -0.00958876 0.000386666 0.016457 -1.18442e-05 -0.00667428 0.00101007 -0.00301278 0.0131151 -0.0141197 -0.00830345 -0.00208113 0.00300351 -0.00112869 0.00169111 0.00399878 0.00806199 0.0235432 0.000206871 0.000125234 0.00351151 -0.0261417 0.00490177 0.000880942 0.0172777 -0.00551159 0.0233984 0.0158372 -0.0261813
internal_weight=3000.96 2409.13 276.189 2132.94 51.8186 2081.12 277.338 1803.78 233.747 122.39 205.49 137.257 102.109 591.831 325.238 286.686 259.995 266.593 44.8171 217.785 1681.39 70.6986 43.5916 221.776 162.567 45.7726 116.794 42.2101 59.2088 35.1474
internal_count=8763 6995 816 6179 157 6022 851 5171 700 352 610 404 299 1768 988 865 778 780 124 653 4819 206 151 656 485 131 354 125 171 105
is_linear=0
shrinkage=0.05


Tree=160
num_leaves=18
num_cat=0
split_feature=36 10 21 34 14 24 39 31 4 8 25 8 44 32 10 17 16
split_gain=2.68827 2.71922 3.90833 8.608 3.80123 4.74454 3.47906 6.48744 3.19112 4.4926 6.86418 4.52131 4.40295 5.74672 4.95336 1.88039 0.500703
threshold=0.054888731130137265 34.525878802185751 0.016137623476841473 0.0013999674034618217 0.55915210959690576 -0.00095618631402506337 0.0098462721701445648 -0.0062430575169313404 0.56548733000564355 39.673503495537084 -0.0052432359212262634 43.070141508420313 0.60355339059327384 -0.00063296228437470026 59.828399406101049 -1.7489438491227103 0.02013166576001307
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 -4 -1 6 7 -6 12 10 -10 -11 14 -14 -3 -8 -7
right_child=-2 2 3 -5 5 16 15 -9 9 11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.032096632907620194 -0.033485113478048729 -0.00087078288695216174 -0.013154973419576055 0.081953215401599819 0.02782917792616546 -0.014422758292359911 -0.003946023136140296 -0.0098149172106530812 0.0056810238030464005 0.034315739718015312 -0.020566796184843715 -0.00010962184187745207 0.026722993811538632 0.001835424968726121 0.02565905008695479 -0.034404259612159274 -0.035488505360426345
leaf_weight=5.5362988226115695 5.8249033484607926 240.32345185987651 4.6850791089236719 4.5349849984049797 17.517674440518022 4.747351327911022 9.7803004458546656 32.379515286535025 39.041879231110215 9.7141957804560644 67.339989725500345 329.52350589819252 44.513902036473155 49.315594810992479 18.866151064634323 11.494293091818689 16.070780586451292
leaf_count=43 102 2104 59 48 196 52 165 392 409 87 660 3145 392 390 143 188 188
internal_value=7.73035e-05 0.000302427 0.0012601 0.0334659 -0.00757237 -0.0100464 -0.00380767 0.00333022 0.000877886 -0.00192725 -0.0108907 0.000871248 0.00443253 0.0137115 0.00105016 -0.02072 -0.0310156
internal_weight=911.21 905.385 807.859 9.22006 97.5262 91.9899 71.1718 49.8972 798.639 445.62 106.382 339.238 353.019 93.8295 259.19 21.2746 20.8181
internal_count=8763 8661 7437 107 1224 1181 941 588 7330 4301 1069 3232 3029 782 2247 353 240
is_linear=0
shrinkage=0.05


Tree=161
num_leaves=29
num_cat=0
split_feature=14 26 44 28 40 5 31 28 30 40 14 24 30 40 33 43 1 33 40 32 37 40 5 7 28 21 43 28
split_gain=2.61187 5.94288 3.17994 3.81552 3.63526 3.05599 2.87347 12.0671 9.17569 9.03975 7.41365 6.65948 6.47029 6.43715 7.98278 6.1954 6.027 5.98204 5.7433 4.69689 4.53288 9.29537 6.94235 4.60758 5.86065 4.6096 4.05889 2.20363
threshold=0.10415569540693335 -0.0015691826126142891 0.1294095225512602 0.017071167302700623 0.0064682002196762055 0.035279023520506991 0.0049437858204594348 0.043180978205904018 0.0036504616297093496 0.0056652701423173212 0.27366601932130191 0.0073245792506847259 0.0042958203703068751 0.0087326451664367071 0.0092065938890308237 -0.70710678118654735 0.037163803536201523 0.016179178088310646 0.0064682002196762055 0.0003661926624664949 0.011958078983430933 0.012750133015164828 0.10581735496558507 61.085471444994845 -0.046156044419480936 -0.014968216009981489 -1.0000000180025095e-35 0.015596121741236146
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1 8 10 20 -9 -8 19 -11 14 -12 27 -17 -15 -14 -10 23 26 -23 25 -25 -2 -22 -13
right_child=6 2 4 -5 -6 -7 7 9 11 12 13 15 18 17 -16 16 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29
leaf_value=0.0060853083980044438 0.0037465256838197913 0.031508010729752532 -0.0077719783956751 0.005126016869416293 0.01972476973030025 -0.021003269071911027 -0.01286935820225729 -0.030084364458392451 -0.011240963919040732 0.029229891693989814 0.019547507547531148 -0.0073405382021181761 0.017073692777626197 0.040353898483829857 0.0012798686199162865 0.027495110961134092 -0.0046386215773127426 0.0095740366698260256 -0.0038535020026037774 -0.044568628753566049 0.0025121057687745507 -0.036820758336969669 0.005597687046498598 -0.03311794598632755 -0.0047729022213842606 -0.0025107456495478053 0.015193067564985544 -0.027689952936589435
leaf_weight=17.765178442001343 521.58667592704296 33.783695593476295 29.471937924623489 23.938849359750748 20.032111078500748 24.194099992513657 34.370010823011398 28.599739104509354 21.558179527521133 16.749684900045395 94.104813516139984 22.078242421150208 35.264832049608231 33.370577305555344 165.60213527083397 16.338635891675949 129.05727592110634 31.013587862253189 439.96450285613537 21.826005592942238 124.24936677515507 20.792944967746735 17.545021593570709 19.37801568210125 308.53776042163372 674.96937875449657 130.56099712848663 37.054507225751877
leaf_count=50 1465 99 82 65 56 68 94 79 60 49 263 65 96 94 454 46 369 91 1258 65 343 61 55 59 868 1930 371 108
internal_value=-9.31673e-06 0.00644106 0.0127005 0.0206811 0.00327128 -0.00942813 -0.000338029 0.00205384 -0.00135842 -0.00279996 0.00911557 -0.0103801 -0.00119791 0.0114658 0.00792337 -0.00656671 -0.000976863 0.0256427 -0.0022868 -0.0281866 -0.000124655 0.00556524 -0.0173142 -0.00122237 -0.00647277 0.000212747 0.00903267 -0.0202018
internal_weight=3093.76 149.186 107.227 57.7225 49.504 41.9593 2944.57 879.04 2065.53 520.579 358.461 247.913 491.979 324.091 259.707 204.529 145.396 64.3842 475.229 43.3842 1817.62 293.148 38.338 1524.47 327.916 1196.56 254.81 59.1327
internal_count=8763 420 302 164 138 118 8343 2478 5865 1482 996 713 1403 902 717 588 415 185 1354 125 5152 830 116 4322 927 3395 714 173
is_linear=0
shrinkage=0.05


Tree=162
num_leaves=19
num_cat=0
split_feature=20 43 2 31 27 40 30 1 28 13 36 3 20 19 19 10 32 17
split_gain=2.6045 5.27858 4.34751 3.37671 4.54089 7.40164 6.31648 7.44864 5.83563 4.56067 3.96216 10.0163 5.12407 2.89245 4.08394 3.21631 2.21764 2.13281
threshold=4.7764982782858256 -0.78656609248549303 1.0106569525301257 0.021325839060730514 0.013542136649410971 0.0072187172026142426 0.019355253826579967 0.15681213855394374 0.087587081252435903 1.4635250962324633 0.020799525380313936 0.049979312886851555 -1.4612335210484566 0.97314574506339901 0.85276253175168182 29.232579593867673 0.0033187333068590489 0.61765053943428161
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 16 13 4 8 -6 9 -8 10 -7 12 -12 -1 14 15 -3 -2 -5
right_child=1 2 -4 17 5 6 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.008381168345155697 0.010848441255001048 -0.0058775854686178445 -0.021901110729040857 0.00083928086307949077 0.013852540318807208 -0.027560615590859497 0.017418325177833306 -0.023335007253511113 0.023418767007763897 -0.0066796563370992712 -0.030911012887194916 -0.0014374156898029255 -0.00035799426612086096 0.023505712436828568 -0.01979542827582987 0.023382543244877825 0.035105589174877889 0.023852539115488874
leaf_weight=181.10213069617748 21.546428173780441 17.533330082893372 17.732101500034332 18.567609518766403 31.944273248314857 64.921576589345932 30.784252613782883 17.465164437890053 26.235018312931061 45.114175088703632 36.099897310137749 143.63488453626633 2249.3391460552812 17.181459933519363 17.516366600990295 19.540565371513367 18.071104124188423 23.187952995300293
leaf_count=523 60 54 54 53 94 199 87 67 73 150 114 423 6535 50 50 56 50 71
internal_value=-1.37118e-05 0.00692834 0.000140079 -0.000328183 -0.000538619 -0.00799712 -0.0124442 0.0025454 0 -0.0190588 -0.000236444 -0.00739892 0.000291457 0.0056781 0 0.00943148 0.0220995 0.0137651
internal_weight=2997.52 129.121 89.5038 2868.4 2826.64 190.229 158.285 48.2494 2636.41 110.036 2610.18 179.735 2430.44 71.7717 54.5903 37.0739 39.6175 41.7556
internal_count=8763 374 264 8389 8265 597 503 154 7668 349 7595 537 7058 210 160 110 110 124
is_linear=0
shrinkage=0.05


Tree=163
num_leaves=21
num_cat=0
split_feature=28 30 32 14 36 36 20 40 12 19 28 0 34 18 15 10 34 20 28 41
split_gain=2.62449 3.37921 3.13517 2.94943 2.88629 2.83967 4.35521 5.82736 5.41445 4.25947 4.13448 3.95251 2.41397 3.14642 8.24472 2.18372 1.73762 1.22324 1.19982 0.0918143
threshold=-0.03395997275614681 -0.014805356243112295 0.0045924107959769526 0.68570854466660713 0.039887201488615139 0.027813553469027589 -1.0626875167166414 0.0086029158916219161 0.038905485713015671 0.96974226731088053 0.014673524016921305 0.78264057682037647 -0.0063598930294220249 0.18835556934435496 -0.19394825122918558 57.704790781028542 -0.0026380990357620644 2.4094917374864031 0.10945859957457864 0.015778179024674502
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 -4 5 9 7 -7 -8 11 -11 -3 17 14 -14 16 -15 -1 19 -6
right_child=1 4 3 -5 18 6 8 -9 -10 10 -12 -13 13 15 -16 -17 -18 -19 -20 -21
leaf_value=-0.034419185874426876 0.038806079623426117 0.00082594365612542568 -0.006143850641814933 0.050211527767536318 -0.034158183143811846 0.0060188201966056348 0.0494853789949984 0.080614317530449675 -0.012557358667997873 0.0039043014821625931 -0.018082978107035224 0.017337845411872808 -0.033080636968709907 0.0028160487877929418 0.050936903298274688 0.016667216427754272 -0.026199009361142247 0.00016966212769397213 0.0016092699672905228 -0.018001053092871103
leaf_weight=14.910162754356863 5.7337822020053855 659.8924889229238 5.1193866431713086 3.9319884534925222 7.4570453129708749 5.7726177908480185 4.4745968803763416 4.9737954214215279 15.021312827244399 33.814823638647795 56.42909268476069 38.320996087044477 4.9145955592393875 6.2544264942407599 6.7856104169040901 4.5585348773747674 22.735886713489894 2.7348164431750766 3.7746841087937346 3.2966688256710768
leaf_count=253 53 5882 58 56 108 57 36 47 169 289 633 311 92 76 93 53 344 60 39 54
internal_value=7.90233e-05 0.0008708 -0.00907295 0.0180722 0.000599126 0.000998183 0.0160126 0.04143 0.00160707 0.000413988 -0.00979369 0.0017417 -0.0130814 -0.0067894 0.0152409 -0.0146435 -0.0197792 -0.0288057 -0.0213997 -0.0298772
internal_weight=910.907 838.962 71.9454 9.05138 833.228 818.7 30.2423 10.7464 19.4959 788.457 90.2439 698.213 62.894 45.2491 11.7002 33.5488 28.9903 17.645 14.5284 10.7537
internal_count=8763 7678 1085 114 7625 7424 309 104 205 7115 922 6193 971 658 185 473 420 313 201 162
is_linear=0
shrinkage=0.05


Tree=164
num_leaves=31
num_cat=0
split_feature=38 12 42 39 30 12 44 12 12 28 5 27 39 28 27 39 10 15 5 4 37 20 30 33 8 42 1 29 44 5
split_gain=2.5769 5.898 9.76532 7.92342 7.75416 13.9696 6.24322 5.57013 7.1527 3.61027 11.1454 7.67739 6.09086 5.3697 11.6978 5.81114 5.455 5.8268 5.35732 4.90566 4.7706 3.71754 3.49206 5.20134 2.4737 2.36671 2.19542 1.90368 1.5135 0.871766
threshold=-0.036591404269771692 0.064144110372399629 0.31234430948162623 0.0047486520556894148 -0.0087536106317376346 0.094592955231158196 0.1294095225512602 0.05421722947199515 0.045288165932058845 -0.047970953984325417 0.047746888731244989 -0.0031829148898589372 0.010973334867713872 -0.026280887284001398 -0.0076870606104585595 0.0098462721701445648 28.832611989818563 -0.30793755698360398 0.048468052028372906 0.65478291452804427 -0.017765786698768656 0.5304737808121025 -0.0255550962986596 0.03628859982983474 -102.340947605428 0.31234430948162623 0.12928441304538471 -0.0076639743196012513 0.25881904510252057 0.057396469418112245
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 8 -5 10 -2 19 -13 15 20 18 27 -18 21 25 29 -11 23 -7 -9 -12 -8 -16 -6 -15
right_child=9 4 -4 7 28 22 26 24 -10 13 11 12 -14 14 16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.027095175477786733 -0.039747891184789629 -0.0064777589118875439 0.038649843046592004 0.024553088502786379 0.0086048106681903668 -0.014832664653639506 -0.022507438815798499 0.011939849653684109 -0.014759063095600348 0.021156911004912522 0.0069978322854148071 -9.0740365198206367e-05 -0.03707040613755571 -0.025409064860017833 0.0035327348823770686 -0.012465604819076596 -0.025661193461090356 -0.00014801334859756418 0.032843891665166373 -0.012146499333776213 -0.0046210718481868229 -0.0037838305321729257 0.027132879644584502 0.0185403605529901 0.03987908739686629 0.031814729388490719 -0.047724368735292483 0.023469620272215087 0.030206149659921688 -0.042521588063885292
leaf_weight=15.810671150684355 23.49323482811451 34.046847477555275 27.999928414821625 18.859098553657532 17.053411841392517 22.918776214122772 17.455532968044281 15.553080230951307 29.56862998008728 26.569851204752922 18.915153324604034 24.997981935739517 20.382820934057236 18.311730116605759 20.125463873147964 21.793387219309807 22.493910104036331 2420.4415974318981 31.445592477917671 16.26139409840107 23.227771401405334 33.319500520825386 19.81827387213707 23.518713057041168 17.848929971456528 20.991751432418823 20.156207650899887 32.187278985977173 17.185930490493774 17.473622232675552
leaf_count=46 66 99 102 54 51 66 50 47 88 79 53 74 66 50 55 63 62 6780 94 51 66 94 62 72 61 60 61 90 51 50
internal_value=-8.37713e-06 0.00441054 0.0126472 0.00510744 -0.00157551 -0.00689153 -0.0222 0.0114159 0.000466192 -0.000481557 -0.00878205 -0.0015369 -0.0168551 -9.02559e-05 -0.000564415 0.0105624 -4.16125e-05 -0.000386019 0.0161194 0.0107584 -0.022548 0.00721458 0.00959841 0.0019655 0.0270934 0.0202238 -0.0362445 0.0159164 0.0196493 -0.0339995
internal_weight=3090.23 297.794 125.64 97.6404 172.154 137.914 71.6586 81.8297 48.4277 2792.43 125.042 101.549 45.3808 2667.39 2554.26 113.128 2495.25 2442.94 91.3349 56.1683 59.0131 59.8894 66.2558 46.4375 33.402 39.9069 37.6117 52.3127 34.2393 35.7854
internal_count=8763 910 398 296 512 410 210 250 142 7853 370 304 140 7483 7153 330 6987 6842 267 164 166 173 200 138 108 113 111 145 102 100
is_linear=0
shrinkage=0.05


Tree=165
num_leaves=31
num_cat=0
split_feature=44 15 16 15 5 16 28 3 32 16 3 1 12 27 15 16 1 18 1 12 32 34 21 17 28 36 42 42 28 21
split_gain=2.62473 5.87378 6.90477 5.46143 7.46268 7.85989 6.72622 5.43398 5.24697 5.03693 4.68092 4.54149 8.90549 8.21844 4.99736 4.79308 6.29566 4.36005 4.08378 11.1125 5.98825 5.9487 5.36805 3.90567 3.85089 3.40857 6.64036 2.84244 2.72158 5.88177
threshold=0.37940952255126048 0.057900811006643675 0.10816583675886156 -0.043986829635538155 0.076919153650104252 0.038713054920152361 -0.038252618201315737 0.10198898245609568 -0.0031369708029595294 0.015382761935757328 0.044520579058186058 0.019661044564810874 0.028694309097817259 -0.00057738969850088852 0.9288665130221081 0.013940980963581156 0.026745761103328883 0.26320081416112046 0.048429496492375136 0.049691637567672489 -0.00045743943279191772 -0.0022583978069214967 -0.014245508863759087 0.61765053943428161 0.0092529676684290126 -0.0011546826835313604 0.66431889956648538 0.58252725856697773 -0.027097889123000842 -0.013533089201255634
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 28 4 5 9 -7 -6 -8 -1 -11 13 25 -5 -15 27 -17 24 19 20 -19 22 -20 -23 -3 -13 -27 -14 -2 -30
right_child=1 17 -4 11 7 6 8 -9 -10 10 -12 12 15 14 -16 16 -18 18 21 -21 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.021550526582888325 -0.018604129283200797 0.035758099355984771 0.02185151985154811 0.010536104930037982 -0.025619953701556439 0.0002391946823955367 0.015384420080661279 0.0029426635064820615 0.042356764062518731 -0.013770535929172604 0.0043954847739507497 0.030169760632413667 -0.034740859448336409 -0.028911844200554426 0.0017524368914283541 0.011602559258053088 -0.0032172324268771868 -0.011680730161786302 0.0064331635137329342 -0.025317881346601592 0.0048273381800021196 0.0036800744055381879 -0.011837578466165628 0.014544838322678623 0.0061941189095778048 -0.013153387991329816 0.018417903509206988 -0.0062379603120356446 -0.017033312856586182 0.0063165302730029032
leaf_weight=26.173083819448948 56.236164659261703 18.930807277560234 19.261378198862076 27.058431833982468 31.803708076477051 35.921836867928505 44.664438009262085 34.219907537102699 31.410747468471527 55.294432044029236 97.955699682235718 22.139944821596146 18.181859821081161 55.339799255132675 17.063953936100006 76.015231668949127 1195.5765672549605 67.129640728235245 85.062685891985893 42.086117967963219 298.37471041083336 155.91358421742916 75.820573791861534 180.0112638771534 27.493848770856857 24.994912922382355 48.798275962471962 17.840534806251526 51.957131803035736 55.493293613195419
leaf_count=79 187 54 57 83 101 109 125 99 86 158 276 63 54 174 51 216 3540 189 248 119 840 458 223 517 77 74 141 50 154 161
internal_value=-1.48619e-05 0.00187969 -0.00631287 -0.00117214 0.00437707 0.00782578 0.0182162 -0.0107583 0.0266277 0.00130563 -0.00213113 -0.00249538 -0.00175912 -0.0128226 -0.0216235 -0.00284135 -0.00232654 0.00346178 0.00268708 -0.00101184 0.00177937 0.0057314 -0.00214836 0.00951963 0.018408 0.0129278 0.00765322 -0.0208192 -0.00966889 -0.00493302
internal_weight=2994.22 1133.77 182.948 1860.45 357.444 291.42 111.997 66.0236 76.0752 179.423 153.25 1503.01 1403.55 99.4622 72.4038 1307.61 1271.59 950.823 904.399 407.59 365.504 496.808 160.883 335.925 46.4247 95.9331 73.7932 36.0224 163.687 107.45
internal_count=8763 3284 559 5479 1033 833 320 200 211 513 434 4446 4138 308 225 3860 3756 2725 2594 1148 1029 1446 471 975 131 278 215 104 502 315
is_linear=0
shrinkage=0.05


Tree=166
num_leaves=19
num_cat=0
split_feature=36 4 3 33 28 32 40 40 12 8 27 4 32 8 10 24 28 37
split_gain=2.57677 2.60082 2.65749 10.242 8.86832 9.30098 4.73064 4.22194 6.49899 7.09268 4.27825 8.08827 3.67565 3.24273 1.77458 2.05486 1.59321 0.208428
threshold=0.054888731130137265 0.14045796145115022 0.04271805525161481 0.0090811972922570702 0.014673524016921305 0.00056449162376955378 0.0055470531395805499 0.0063577282564199642 0.046440993233288839 12.696972904886978 0.003643630196389741 0.59892191054012056 -0.00020574609885489753 -82.006965881057951 44.869814285552444 -0.0096502316717552092 -0.031226921234289502 -0.016664698066523872
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 5 -3 -6 10 9 -9 12 -12 -4 -10 15 16 -1 -17
right_child=-2 2 7 -5 6 -7 -8 8 13 -11 11 -13 -14 -15 -16 17 -18 -19
leaf_value=-0.020594620610598621 -0.033377494682419191 0.00013489194173112371 -0.0043972635903586103 0.052864345969285242 -0.019095347488184481 0.024646071969202557 0.020706775040294792 0.028818888155948959 0.011989479311744516 0.0010364055235844722 0.029036999549529416 -0.007818655520050094 -0.021338849138994385 -0.0031170276338545158 0.012738944931178936 -0.03434689513449176 0.023378516997843397 -0.019683134844267348
leaf_weight=3.9940438363701105 5.6134560573846093 108.8496016561985 70.552429050207138 10.716469429433344 51.884613938629627 60.314611546695232 8.5173921436071378 41.925411446020007 40.14638677239418 51.549693651497364 20.931287750601768 50.602346062660217 60.062344044446945 298.57664477266371 4.871780537068843 10.639544269070035 4.0216239131987148 6.6785253491252616
leaf_count=75 102 899 673 68 461 393 68 328 480 463 150 455 537 3267 45 173 38 88
internal_value=8.74608e-05 0.000304263 0.00080854 0.00528848 0.00302375 0.00891316 -0.0133752 -0.000881092 0.00189963 0.0135683 -0.00684906 0.00292127 -0.0122364 -0.0013088 -0.014087 -0.0194722 0.000867726 -0.0291245
internal_weight=910.448 904.835 874.629 240.283 229.566 169.164 60.402 634.347 432.198 93.4751 202.148 71.5336 130.615 338.723 30.2055 25.3337 8.01567 17.3181
internal_count=8763 8661 8242 1889 1821 1292 529 6353 4538 791 1815 605 1210 3747 419 374 113 261
is_linear=0
shrinkage=0.05


Tree=167
num_leaves=31
num_cat=0
split_feature=35 28 8 16 43 28 10 39 2 32 12 39 24 1 35 41 11 39 28 21 25 12 8 30 5 14 24 26 20 28
split_gain=2.54612 6.2554 4.8879 4.65668 4.33007 7.45136 8.92901 8.33725 8.91739 6.84212 7.22322 6.66184 6.4927 5.90386 5.78047 5.42472 4.87622 4.62359 4.08301 5.47041 4.62777 5.74855 3.60294 3.46721 4.6999 4.4976 3.27527 4.98604 6.13317 5.23258
threshold=-0.0065857029544268966 0.0031661553528008028 -104.62236596834869 0.019743125439713616 1.0000000180025095e-35 0.033596115193832397 78.736889760808666 0.0042849047544211106 0.60458806692999123 0.0013795539037760758 0.02681384857252635 0.0031192264194044137 0.0065173971499063923 0.062022675123091495 0.0093966021971644293 0.0074198554175558809 0.96565404527904375 0.006756061488158817 -0.029280423862877387 -0.018795796499877959 -0.027486667323302506 0.042206358880649351 -115.84620926767219 0.0036504616297093496 0.070973076207043032 0.20137802797167201 -0.026324631197809437 -0.014440088494243528 1.4890622008730634 -0.052264155395706065
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 22 -3 9 7 11 13 -9 12 -11 -7 14 -6 -4 -12 -14 -8 26 -20 -21 -22 -2 -5 25 -25 -1 28 -28 -29
right_child=2 3 4 23 5 6 17 8 -10 10 15 -13 16 -15 -16 -17 -18 -19 19 20 21 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.013047907642453241 -0.0026156002245241758 -0.011549453403816239 -0.0017087609579140191 0.016518155578513584 -0.0034901244883893639 0.019998280724873009 0.036671776220127607 0.0039464292847462114 0.019067126869928768 -0.044289260296657529 -0.010781189818561687 -0.0094462665519119728 0.0077244422792187937 0.01770897239198042 -0.019867350481554205 0.0019325915450137824 -0.013102676605074784 0.0022320071469911127 -0.023580080401817308 -0.021571415397172607 -0.004036750722904511 0.023021576853886793 -0.03185262604445966 -0.01941456388114968 0.018994368510241125 0.0047246606463787312 0.023634942043703141 -0.018778747346359665 -0.00064630343266391639 0.011597750567007171
leaf_weight=25.846336007118225 21.306525617837906 28.226076245307922 453.50408008694649 112.74047912657261 319.44475863873959 20.434206396341324 17.729845821857452 295.33169384300709 146.39666925370693 13.170367583632467 259.32944919168949 279.76758410036564 285.2041130065918 36.469564571976662 48.547626063227654 123.06417819857597 30.922848045825958 22.260157778859138 39.483040660619736 25.94532373547554 91.393801897764206 24.852447435259819 21.60147725045681 23.178691327571869 46.521949917078018 112.36459669470787 56.869443237781525 32.88838030397892 47.12120346724987 24.581211775541306
leaf_count=75 60 78 1276 314 907 56 58 859 415 44 736 779 790 108 139 355 89 72 108 72 250 69 60 64 138 308 175 97 137 75
internal_value=-9.76348e-06 0.00265969 -0.000783409 0.00774214 -0.000475703 0.00173756 -0.00444999 0.00438303 0.0089722 -0.00255464 -0.00795288 -0.00741939 4.97782e-05 -0.0012995 -0.00347823 -0.00667706 0.00566787 0.0176792 -0.00177719 -0.00712475 -0.00250702 0.00171993 -0.0174907 0.00960945 0.0052972 0.000548582 0.00338393 0.00605171 0.0125943 -0.00570152
internal_weight=3086.5 692.013 2394.49 323.032 2351.58 1137.83 340.192 797.643 441.728 1213.74 395.564 300.202 818.179 355.914 502.052 382.394 316.127 39.99 368.981 181.675 142.192 116.246 42.908 294.806 182.065 135.543 187.307 161.46 103.991 57.4696
internal_count=8763 1960 6803 902 6683 3254 965 2289 1274 3429 1135 835 2294 1015 1415 1091 879 130 1058 499 391 319 120 824 510 372 559 484 312 172
is_linear=0
shrinkage=0.05


Tree=168
num_leaves=17
num_cat=0
split_feature=33 40 31 21 19 28 33 27 33 31 27 14 5 16 5 35
split_gain=2.57272 3.55747 4.83793 7.51434 6.2213 5.97141 4.24526 3.46208 2.64044 12.6808 7.50605 4.53749 3.7746 9.49049 8.10503 2.0011
threshold=0.0042703287206451923 0.0030713528812234682 0.00035576964593093209 -0.0077991028312612573 0.66921523509936975 -0.0039663404234671325 0.0054637429555784737 0.001380432439066748 0.0064053313347909452 0.00093942940457225404 -0.0015973907617009397 0.66417845026908329 0.031147877201202125 0.026136695197492784 0.032120181511549772 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -4 -2 15 -1 9 10 -8 -11 13 -10 -14 -3
right_child=1 6 4 -5 -6 -7 8 -9 12 11 -12 -13 14 -15 -16 -17
leaf_value=-0.035555549509228859 0.01038773465956438 -0.0052867451439707405 -0.026170954265199525 -0.011802062703518221 0.013543204556760273 0.044173524482481123 0.014425584418093138 0.00039666862020367312 -0.0014642674646135412 0.0050046061510715866 -0.025699252555465471 0.036480086271870285 0.018602179726412985 -0.020773442309503343 0.00016592257884310557 -0.030001172932214104
leaf_weight=11.796132765710356 29.111633777618408 17.062966287136078 18.466701209545135 17.149509698152542 20.792866915464401 24.53388349711895 18.758441507816315 14.697202056646345 538.84830057621002 18.201552003622055 30.02751299738884 32.883399575948715 61.323500350117683 72.189674735069275 2047.9885898008943 16.861728310585022
leaf_count=61 82 50 56 50 62 75 53 44 1538 51 87 92 174 210 6027 51
internal_value=-1.25222e-05 0.000124701 0.00894267 0.0167576 -0.00502932 0.0259856 -0.000213865 -0.0154965 -2.893e-07 0.00797851 -0.0101708 0.0253948 -0.000295332 -0.00375671 0.000705142 -0.0177697
internal_weight=2990.69 2964.2 110.055 70.795 39.2596 53.6455 2854.15 26.4933 2820.22 99.8709 48.786 51.085 2720.35 611.038 2109.31 33.9247
internal_count=8763 8658 325 207 118 157 8333 105 8232 283 140 143 7949 1748 6201 101
is_linear=0
shrinkage=0.05


Tree=169
num_leaves=26
num_cat=0
split_feature=35 43 35 18 18 42 37 37 31 28 8 36 7 15 36 16 19 42 15 15 20 20 35 0 16
split_gain=2.50861 2.60089 5.22021 4.593 8.14956 5.25254 5.08534 4.39731 4.33889 4.12811 3.53929 5.52656 4.08007 3.07282 2.88157 5.78248 3.14895 2.84501 2.64239 6.57841 2.17761 1.71836 1.68158 0.824314 0.72506
threshold=-0.027390255266718896 1.0000000180025095e-35 0.00540120038510672 0.44041628133342475 0.45363494540901089 0.62870651806822064 0.010798256549673481 0.0036578911926624662 0.014435083926653132 0.1057500343987043 80.564214871396274 0.017036151238974399 75.409521197435581 1.1397556147981525 0.027069061842374679 0.053209830373279914 0.90550191368413335 0.34060472693815597 1.2335554779826619 1.2069523251863064 -1.5384204527144318 1.9068696762144612 0.0028701911323801847 0.73156076574255591 0.046520804174354231
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 10 7 -5 6 -6 8 17 -7 11 12 -2 23 18 -16 -17 -3 19 -4 -1 -20 -15 -12 -22
right_child=1 3 14 4 5 9 -8 -9 -10 -11 13 -13 -14 22 15 16 -18 -19 21 -21 24 -23 -24 -25 -26
leaf_value=0.013267229796731207 0.0046534665178486288 -0.005096427289891064 -0.0080581163552543283 0.04947590671394541 0.014700669110608397 -0.0072548200540630547 -0.016558496455577755 0.027317087292901429 0.030697622803220692 0.028879333845352146 -0.012092537813227383 0.053591419483876017 0.021373708967896296 -0.010135626691688871 0.043524210991698072 0.031682572841615415 -0.016143335688193219 -0.019477851073930769 -0.03257496349437649 0.049622817018170423 -0.00581394656459467 0 0.022000912158609248 -0.03588290692047777 -0.034316140295212814
leaf_weight=3.9599428400397327 247.17214309237897 64.464514242485166 88.224044155329466 8.4964258223772031 77.684305716305971 155.64994501881301 15.397735830396412 7.6444177068769923 5.7737105935811988 8.1832017041742784 8.3664576672017592 6.4960481971502295 43.078712943941355 7.6105722822248927 8.5065139085054415 4.2821251191198835 15.455091815441847 76.79155938141048 15.943720612674953 5.1206502616405478 3.4522102437913409 5.2801837474107733 8.2647172510623914 8.1077876910567266 10.520156247541307
leaf_count=59 2107 774 886 65 664 1665 154 66 52 80 72 64 352 63 68 54 187 726 155 52 44 43 65 69 177
internal_value=8.79785e-05 0.000466648 0.00301839 -0.00238802 0.00158733 0 0.00946386 -0.00923841 -0.0111903 -0.00540296 0.00648863 0.0082098 0.00715879 -0.00912248 -0.00494237 0.00925487 -0.00540772 -0.0129583 -0.00849094 -0.00479066 -0.0183687 -0.0244318 0.00631475 -0.0242485 -0.0277206
internal_weight=909.927 891.995 471.909 420.086 265.412 256.915 93.082 154.674 147.03 163.833 329.096 296.747 290.251 32.3495 142.812 28.2437 19.7372 141.256 114.569 93.3447 17.9323 21.2239 15.8753 16.4742 13.9724
internal_count=8763 8483 4237 4246 2628 2563 818 1618 1552 1745 2792 2523 2459 269 1445 309 241 1500 1136 938 280 198 128 141 221
is_linear=0
shrinkage=0.05


Tree=170
num_leaves=29
num_cat=0
split_feature=14 36 35 28 8 39 42 0 43 14 28 20 1 39 28 1 40 41 16 11 16 1 10 4 44 7 4 42
split_gain=2.43968 3.57338 3.38407 7.05364 4.72827 4.17198 5.18303 5.83096 4.15267 7.44114 7.90941 4.44776 4.03813 4.27956 4.09926 3.99809 5.85639 3.55949 3.22895 3.11192 2.9812 5.185 3.11416 2.78441 2.63667 4.28204 3.62629 3.67993
threshold=0.10415569540693335 -0.009355845197177191 -0.0065857029544268966 0.0031661553528008028 -104.62236596834869 0.0062467428714502024 0.20115155529347908 0.27876000879767115 1.0000000180025095e-35 2.3016725040780672 -0.0023967633092303602 -0.31823512881947646 0.062022675123091495 0.0093122364404453085 -0.027097889123000842 0.020612880729968443 0.0033743030747937332 0.021788249996606238 0.019743125439713616 0.08529954294622695 0.033719486532774484 0.064817591614328735 56.121651932413251 0.23228951876225382 0.1294095225512602 49.599102856962013 0.5747601351788808 0.52717883761104012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 23 6 19 -8 15 10 -10 -11 13 -7 -14 16 -6 -17 -5 -2 22 -22 -20 -4 26 -26 27 -3
right_child=2 24 4 18 8 12 7 -9 9 11 -12 -13 14 -15 -16 17 -18 -19 20 -21 21 -23 -24 -25 25 -27 -28 -29
leaf_value=-0.011595392291968421 -0.0094484104320252497 0.021144362386781936 -0.0049903044861090819 -0.0088540134886635584 -0.002676770758091496 0.019145961577085358 -0.031679503096355734 -0.0031746473742317832 0.0072358274744926459 0.0070251457352514361 -0.0023890092190207352 0.039455093293028348 0.0013545452798454361 -0.0059533069308636962 -0.018132271604493641 -0.0042645338204660033 0.024805481270095932 0.014564936186988739 0.021308916408281371 0.017144586031610756 -0.0047442300544185299 0.012817945248844288 -0.0013531287615213708 -0.03114239675230044 0.018216344927700103 -0.0094366139596064776 0.031853201453652918 -0.0079106301863654024
leaf_weight=23.341951727867126 21.62436380982399 23.04345791041851 21.406910195946693 24.284213066101074 51.156495034694672 53.457632794976234 37.202451646327972 35.437101110816002 302.61489795148373 24.415544211864471 723.20279091596603 19.268399104475975 132.91911673545837 24.431052997708321 33.652615427970886 1054.6718822717667 30.83440437912941 25.50190369784832 79.884855896234512 21.970506399869919 67.384103387594223 110.009874984622 18.186510801315308 20.358996361494064 23.373661488294601 34.450444400310516 24.18421895802021 20.203844234347343
leaf_count=66 60 65 60 67 156 150 104 99 897 70 2035 62 401 68 94 2970 85 75 220 61 184 318 50 57 66 96 71 56
internal_value=-1.22013e-05 0.00623422 -0.000330482 0.00281752 -0.00124728 -0.0018816 -0.00968253 -0.0178657 -0.00093256 0.00131247 0.00044586 0.0215012 0.00180953 0.0112115 -0.00256091 -0.00300283 0.00761523 -0.00381405 0.00848749 0.0038478 0.0100371 0.00611977 0.0170584 -0.0179016 0.00960334 0.0016671 0.0163223 0.00746846
internal_weight=3082.47 148.598 2933.88 660.444 2273.43 360.695 116.234 72.6396 2231.67 1069.5 1025.82 43.6839 244.46 77.8887 166.572 1162.16 81.9909 1080.17 299.75 43.5949 275.465 177.394 98.0714 41.7659 125.256 57.8241 67.4315 43.2473
internal_count=8763 420 8343 1876 6467 1037 324 203 6350 3064 2932 132 713 218 495 3286 241 3045 839 121 772 502 270 117 354 162 192 121
is_linear=0
shrinkage=0.05


Tree=171
num_leaves=31
num_cat=0
split_feature=44 15 24 15 5 39 4 43 5 36 4 5 16 12 39 36 16 21 42 36 15 11 15 18 5 12 20 31 21 2
split_gain=2.4428 5.4559 6.54169 4.99303 6.96852 9.71123 5.49073 5.63856 4.98552 4.71636 4.56376 5.66162 4.24994 5.99394 4.93115 5.33438 4.76929 6.90349 6.53941 6.29183 4.52468 6.14192 5.90834 4.08986 3.6721 4.74865 4.58389 3.46522 2.93085 2.68979
threshold=0.37940952255126048 0.057900811006643675 -0.022162966821130444 -0.043986829635538155 0.076919153650104252 0.01178273663845498 0.36373185932304142 -0.70710678118654735 0.11943331422221885 -0.024599862672760316 0.33328200390103718 0.051286553553195481 0.013668448328850837 0.028119729393381424 0.0023393289208932465 0.00085155302020578649 0.0099171040924724424 -0.010754731509592358 0.59040795660036283 -0.0010390181443433175 0.086394866174071841 0.18534655116048979 0.5684728500040841 0.26320081416112046 0.017421852893684833 0.023847750253555285 -1.862395191848133 0.0010671422447950669 -0.01716727831188487 0.12955682570085694
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 -1 -6 29 11 -11 16 14 -14 -16 17 -5 19 -18 21 -15 -22 28 -25 -26 -27 -20 -3 -4
right_child=1 23 9 12 8 -7 -8 -9 -10 10 -12 -13 13 20 15 -17 18 -19 27 -21 22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.011410620705249192 0.023791116328584772 0.0062474604568534334 -0.010007634410492964 0.018350522118281479 -0.021929997346295263 0.03618105543003982 0.031474466880960124 0.006695087388695219 0.0059408894034898643 -0.0076929853808923969 -0.019021349172230643 0.018360492787126606 -0.0079379357197991041 0.0134523588854471 0.041872869891659947 0.0090554399975486897 -0.0090192675878149921 -0.020620015168862436 -0.017906244361539633 -0.046587443730638972 0.0038852632075317981 -0.015718364367074043 -0.0038225640649596085 0.017322288500552577 -0.019299481482896563 0.015723516332305214 0.001497919266442264 0.013245935256717419 0.031798480635728203 -0.037873018014347663
leaf_weight=55.211919397115707 16.455530554056168 25.74876269698143 16.896805882453918 26.531427130103111 38.885763689875603 26.761140927672386 17.633545488119125 191.53059957176447 26.819992810487747 58.817925125360489 38.446324944496155 32.122831389307976 23.18290239572525 21.184559002518654 17.942363202571869 41.593733727931976 19.883592590689659 19.689776174724102 17.498891249299049 26.592533752322197 361.70908661186695 113.61276525259018 792.27059292793274 40.375703930854797 25.500813841819763 61.134080961346626 776.19028250873089 17.929609268903732 20.75652714073658 19.311553344130516
leaf_count=158 48 73 55 76 124 76 50 549 76 175 123 97 68 63 51 123 59 72 51 84 1059 338 2352 121 74 172 2227 50 58 61
internal_value=-1.2536e-05 0.00181662 -0.00610059 -0.00113037 0.00417946 0.00750886 0.00457506 0.00262046 -0.0104858 -0.00911373 -0.00459375 0.00146497 -0.00239741 -0.00157918 0.0114493 0.0190831 -0.0111089 0.00163284 -0.0183537 -0.0306761 -0.0024201 -0.0110903 -0.00140212 0.00334003 0.00258794 0.00189072 0.00254427 -0.00200715 0.0178026 -0.0250706
internal_weight=2988.22 1131.76 182.051 1856.46 356.843 291.137 264.376 246.743 65.7058 165.595 129.387 90.9408 1499.62 1371.5 82.719 59.5361 128.126 46.2212 81.9046 46.4761 1288.78 134.797 1153.98 949.706 903.201 862.825 837.324 35.4285 46.5053 36.2084
internal_count=8763 3284 559 5479 1033 833 757 707 200 511 395 272 4446 4054 242 174 392 148 244 143 3812 401 3411 2725 2594 2473 2399 101 131 116
is_linear=0
shrinkage=0.05


Tree=172
num_leaves=21
num_cat=0
split_feature=39 31 28 35 31 12 40 40 40 36 42 38 2 20 10 34 29 44 39 17
split_gain=2.50633 2.78151 3.00013 3.32689 2.84446 7.14563 4.74327 2.21875 3.25677 2.51563 1.99048 3.96214 3.69728 4.94238 2.42641 2.26616 3.24049 2.00848 1.62341 1.19454
threshold=0.011487215153331879 -0.017698614198568208 -0.03395997275614681 -0.024232278098388179 0.0080755124465676353 0.039022656077377892 0.0063577282564199642 0.0075868300208553749 0.0084964503771234861 -0.0020777899531339013 0.91129957268285755 0.027751169402414847 0.5531062200268847 -0.24775016720718293 77.038148357803763 0.012938799202506736 -0.0065319897313307331 0.25881904510252057 0.021703748947092507 -2.3834363268695515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 6 -6 -5 -3 -9 -10 11 15 -13 17 -15 18 -17 -14 19 -2
right_child=10 2 3 4 5 -7 -8 8 9 -11 -12 12 13 14 -16 16 -18 -19 -20 -21
leaf_value=0.028803655832120585 0.003161247382436914 -0.034075809281760731 0.036362317002199628 -0.00094380785339021251 0.023107104197604401 -0.011737720107594546 0.007873919683893213 0.029401929305481873 0 -0.03406998236424022 -0.034010259425050267 0.05089932797308349 0.05632388739026907 -0.029541695119902567 0.011935012222889389 -0.014961922397986672 0.045734934685293098 0.0066859296518681196 0.0048107136035930448 -0.02520233362998911
leaf_weight=8.7787542268633825 3.792063169181346 9.5110108684748393 6.6194897815585128 417.65891358628869 17.231638226658106 95.175460673868656 239.39834894984961 5.1387573070824173 12.646264420822265 9.1987556274980289 6.7210618499666444 4.404345482587817 4.1539805382490211 10.265688486397261 5.0698795802891246 5.3399579487740993 3.528123699128626 4.4701849948614836 6.1033159270882598 34.332582524046302
leaf_count=76 72 173 58 3527 138 1105 2040 52 185 151 100 41 46 163 62 93 41 57 98 485
internal_value=9.09085e-05 0.000956675 0.000646169 0.00131156 0.000998843 -0.00633589 0.00226203 -0.013332 -0.005737 -0.0143271 -0.00790853 -0.00565458 0.00930673 0.00127346 -0.0155172 -0.0137434 0.00886921 0.0315396 -0.0184 -0.0222495
internal_weight=909.539 821.357 812.579 776.084 769.464 112.407 657.057 36.4948 26.9838 21.845 88.1812 81.4601 28.3641 23.9597 15.3356 53.096 8.86808 8.62417 44.228 38.1246
internal_count=8763 7505 7429 6868 6810 1243 5567 561 388 336 1258 1158 369 328 225 789 134 103 655 557
is_linear=0
shrinkage=0.05


Tree=173
num_leaves=31
num_cat=0
split_feature=31 28 31 28 28 29 33 3 44 33 31 44 21 27 27 16 28 31 16 33 31 16 1 21 28 17 1 33 31 1
split_gain=2.59505 11.1655 9.41829 7.74781 8.50898 10.8297 7.28689 8.63513 7.09599 12.7115 7.40486 6.85988 6.7499 6.33415 7.78184 6.75537 6.48571 6.22157 6.16697 5.90704 5.12659 9.56508 7.95301 9.21452 7.0312 4.99051 4.96472 4.69426 4.67789 4.29559
threshold=0.0044855745590479824 0.019913795886151511 0.0013217093023833047 0.019913795886151511 -0.0070121353583015031 -0.004283348319578161 0.0082958098810985113 0.081214946460890641 -0.12940952255126037 0.0093761712901921316 0.0076919454082843598 0.78656609248549303 -0.0094916221677812801 0.0022180114208521636 0.0098386073147652391 0.028531720750208798 0.040178527677255237 0.0093898377930697104 0.05798557351595119 0.01107535731037341 -0.001812871709782687 0.010381197529430203 0.048090608767043318 -0.024295198049276757 0.023185633735225922 0.46694714995161274 0.029533000767505244 0.0066157313112728813 0.0033038472700123232 0.013179427324124379
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 20 4 5 -4 -5 28 12 -10 -11 27 -2 -3 15 17 25 -15 -17 -18 21 -1 23 -22 26 -16 -23 -6 -8 -25
right_child=1 13 3 6 11 -7 7 -9 9 10 -12 -13 -14 14 16 18 19 -19 -20 -21 22 24 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.034476530902722118 0.038149013248972997 0.014330918452557807 -0.022965884831210231 0.015477188200861131 -0.023811814853650703 0.024642894064032032 -0.0022416296979819411 0.022673012391927167 0.033329246933251719 -0.018661230900090336 0.013640337338779838 -0.034246426574067561 0.0024328542030483363 -0.0063827576207568879 0.039859029728306489 -0.016442192781357067 -0.014934443184772762 0.015492112862842959 0.01376111564466647 0.0030685126054004214 0.037284581848022545 -0.012153704284582567 -0.0052880459571513416 0.024288273146630183 -0.023028384297667875 0.0085289002445030418 0.0015045212831632478 -0.0073187800768066587 -0.019066457532689096 0.0047643213149281645
leaf_weight=21.168429121375084 43.375077664852142 67.853034794330597 18.906701654195786 57.938003450632095 60.290377259254456 31.846533298492432 112.48150423169136 25.218327715992928 29.673757344484329 43.174821570515633 29.83028644323349 41.293808713555336 19.477280497550964 98.97340339422226 18.216803103685379 171.75068141520023 53.57215228676796 48.241324722766876 18.486812770366669 301.06027399003506 25.132307678461075 72.597848385572433 152.58526358008385 30.38205723464489 33.346160113811493 43.79865500330925 782.15669542551041 157.13904823362827 65.976572722196579 403.92306613922119
leaf_count=69 120 193 52 162 178 90 308 71 83 120 82 122 54 271 53 474 151 131 52 878 70 205 426 96 93 126 2288 429 186 1130
internal_value=-1.30626e-05 0.00209784 -0.00101173 -0.00648741 -0.0118408 0.00679896 -0.000133368 -0.00460392 0.0139418 0.00577001 -0.00539363 -0.0155179 0.0271818 -0.000282709 -0.00160598 -0.00725304 0.00295634 0.000757207 -0.0134752 0.000331378 0.00104084 -0.0013362 0.00458016 0.00786884 -0.000536858 0.0178619 0.000337337 -0.0119239 -0.00849702 0.00614692
internal_weight=3079.87 987.484 2092.38 571.091 309.476 50.7532 261.614 203.676 165.531 102.679 73.0051 258.723 62.8524 821.953 754.1 337.452 416.648 147.215 190.237 354.632 1521.29 909.269 612.023 459.437 888.101 62.0155 854.755 217.429 178.458 434.305
internal_count=8763 2788 5975 1598 871 142 727 565 459 285 202 729 174 2329 2136 928 1208 402 526 1029 4377 2655 1722 1296 2586 179 2493 607 494 1226
is_linear=0
shrinkage=0.05


Tree=174
num_leaves=31
num_cat=0
split_feature=39 39 8 28 5 21 31 33 4 4 28 39 32 15 5 28 28 5 5 39 16 5 39 15 30 27 3 31 37 39
split_gain=2.40461 8.84884 6.15604 5.03256 6.0582 5.03105 8.91801 6.45854 4.92358 10.0861 5.53791 4.55574 4.61755 7.56669 5.28678 9.05502 7.35176 5.25951 10.1571 5.19913 4.47353 4.32187 4.22342 4.07677 3.85919 3.56909 3.23872 3.22883 2.90699 2.7883
threshold=0.0099226339083083107 0.0082998538929736753 -55.153683689573789 -0.063772375530631961 0.088699612284977414 -0.019870122108608956 0.00081312096438097739 0.012442949921817725 0.69831684201114552 0.59892191054012056 0.029083490911346876 0.0101009348105512 -0.0010531548033969646 0.26722265490178893 0.10581735496558507 -0.04170289953503057 0.1057500343987043 0.076919153650104252 0.11943331422221885 0.011113637416383758 0.046168779681092502 0.13935200317617116 0.0093122364404453085 0.51947877129564102 -0.0084621111772484655 -0.008488954808054068 0.066146748766950661 -0.0079622260894525575 -0.017765786698768656 0.0095534558665777269
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 29 25 5 6 -5 -7 9 23 26 -2 17 28 15 -15 -16 19 27 20 -13 -20 -12 -4 -6 -1 -10 -19 -14 -3
right_child=11 2 8 4 24 7 -8 -9 10 -11 22 12 13 14 16 -17 -18 18 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00042686401251173134 0.024412964431434238 -0.015928700441105711 0.0039946803306973771 -0.012749991298210611 -0.002392713431989062 0.00048099371059110173 0.0011223133685628541 0.0097532981504932451 -0.039481307022631924 0.028576014883569131 -0.012346823502498912 -0.014999097202778689 -0.0098684000707962658 0.026212160728173142 -0.025917155350673127 -0.00054009047229275234 0.015518454985371377 -0.0016133804773684108 0.034945804658524864 0.020137661623725808 0.018799773756247092 0.0051441554858121137 0.014253500098771733 -0.021617661708175404 -0.03675114313568642 0.031641163800088794 -0.010868895352426156 -0.024661373534320467 -0.038865083897598636 -0.039282812352017568
leaf_weight=16.382532060146332 23.457873970270157 60.895588964223862 35.108964994549751 183.28247399628162 15.554996773600577 1336.6145742088556 313.04994106292725 218.68576489388943 21.637779206037521 28.66694737970829 40.419827818870544 24.036159157752991 19.018406629562378 38.012610867619514 36.374339617788792 184.02740699052811 14.913451224565504 27.668669566512108 17.76894748210907 94.297167077660561 16.34058204293251 39.89723202586174 23.433464795351028 27.382535040378571 17.964725390076637 21.666014432907104 19.44245533645153 35.029070004820824 16.871202260255814 16.823353156447411
leaf_count=52 68 183 106 555 51 3869 877 648 64 81 119 68 61 114 131 543 44 88 52 269 51 117 69 81 63 64 60 107 55 53
internal_value=-1.25909e-05 -0.000717008 -0.00917557 0.000371847 4.0189e-05 0.000387556 -0.00399183 0.0017885 -0.0044187 0.00403892 -0.0118105 0.00285153 0.00194213 -0.00215317 0.000666512 0.00402705 -0.0137645 0.00692591 -0.000630362 0.0137118 -0.00118442 0.0144582 -0.00249959 -0.00716486 -0.0210102 0.0183687 -0.0261203 -0.0145886 -0.0237084 -0.0210923
internal_weight=2984.73 2397.01 273.811 2123.2 2085.15 2051.63 496.332 1555.3 196.092 91.1584 104.934 587.713 564.255 309.217 273.328 222.04 51.2878 255.038 120.364 134.674 40.3767 57.6662 63.8533 62.4915 33.5197 38.0485 41.0802 62.6977 35.8896 77.7189
internal_count=8763 6995 816 6179 6063 5949 1432 4517 580 268 312 1768 1700 948 832 657 175 752 364 388 119 169 188 187 114 116 124 195 116 236
is_linear=0
shrinkage=0.05


Tree=175
num_leaves=13
num_cat=0
split_feature=36 17 41 10 36 20 20 21 44 20 31 37
split_gain=2.45391 2.5134 2.40062 3.87979 3.13626 2.17028 3.23717 2.44396 2.15646 1.68893 2.01421 0.17536
threshold=0.054888731130137265 -2.1532872387602624 0.00012343902594122124 61.790776607275255 -0.00070885776915097221 -26.062426785557836 -3.6804028894310963 -0.014036001387301971 -0.70710678118654757 -1.381007012057667 0.0028488755549196947 -0.01310619376912797
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -3 -4 8 -8 -7 -1 11 -11
right_child=-2 2 5 -5 -6 6 7 -9 -10 10 -12 -13
leaf_value=0.0095926056859612831 -0.033250072191479428 0.02682380026756824 0.030497562859300165 0.046167161649397916 -0.018966561901788442 0.0050783165856588802 -0.0019841253710769237 0.0034583808871945622 -0.02726949151382628 -0.034204468306111978 0.001424226937928862 -0.015057289201705902
leaf_weight=5.3552783764898804 5.3826761376112691 6.7941214554011831 5.824532374739646 7.4416991397738448 8.0298842489719391 6.9348768070340183 423.53611489757895 401.07050506770611 17.326746152713895 12.199250223115088 6.4983644168823949 2.7272418588399878
leaf_count=73 102 54 60 50 62 63 4181 3590 181 224 81 42
internal_value=9.1421e-05 0.000299192 0.000766144 0.0169415 0.00172411 0.000336975 0.00012057 0.000657025 -0.0178351 -0.0147519 -0.0210855 -0.0311623
internal_weight=909.121 903.739 876.958 22.2657 14.824 854.693 848.868 824.607 24.2616 26.7801 21.4249 14.9265
internal_count=8763 8661 8241 166 116 8075 8015 7771 244 420 347 266
is_linear=0
shrinkage=0.05


Tree=176
num_leaves=17
num_cat=0
split_feature=28 38 31 40 30 12 43 4 1 10 0 2 38 41 31 15
split_gain=2.42826 3.69755 5.78749 6.25282 6.01909 5.3427 5.50179 5.33863 5.04177 8.38632 4.45729 4.15285 5.25052 3.92296 4.01225 2.99427
threshold=0.11463978327039731 0.056943285172126219 0.01407152653712839 0.0087809813769168642 0.013567075902549035 0.044354273130146248 -0.25881904510252113 0.80671581264664172 0.098749246440216723 54.347363146074862 0.84531574929560105 1.1133725781361454 0.02623844789750918 0.0027042723475114816 0.019202392345832587 1.2123496008522265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 11 -3 7 -7 9 -5 -9 12 -1 -8 -15 -2
right_child=15 5 3 8 -6 6 13 10 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=0.00066517439303000897 0.0015135055353898976 -0.015953475950426094 -0.036534970745110966 -0.014314645393143198 0.027283703305169923 0.0160931279213254 0.034881920853164945 -0.023995457768941294 -0.021363493128515845 0.02975155500870303 0.0072564419150528709 0.021358435047668177 -0.0053738692482164872 0.018247747540295282 -0.0096551922123939843 -0.0280483735367574
leaf_weight=2283.9081307947636 16.522614568471909 22.562688708305359 20.994864672422409 23.99979954957962 20.105870917439461 30.332787573337555 25.012966439127922 26.969543442130089 29.714724510908127 19.374883130192757 19.326369613409042 22.244795888662338 427.03673709928989 54.178151622414589 16.566187918186188 17.015605121850967
leaf_count=6492 50 68 58 68 58 93 76 80 84 54 57 68 1191 166 48 52
internal_value=-1.31797e-05 0.000132909 -0.000321615 -0.0125097 9.34946e-05 0.00679398 0.00980779 -0.000114964 -0.00549969 0.00527728 -0.010854 -0.000105683 -0.000284434 0.0177924 0.0116387 -0.0133749
internal_weight=3075.87 3042.33 2847.38 94.0843 2753.3 194.949 172.386 76.6287 73.0894 43.3747 46.2959 2733.19 2710.94 95.7573 70.7443 33.5382
internal_count=8763 8661 8073 264 7809 588 520 230 206 122 137 7751 7683 290 214 102
is_linear=0
shrinkage=0.05


Tree=177
num_leaves=29
num_cat=0
split_feature=20 28 28 10 20 28 31 15 20 15 20 30 44 13 31 32 32 12 40 31 27 25 31 27 0 15 28 2
split_gain=2.34809 4.93462 6.05312 4.42839 3.23801 5.71405 9.27164 6.55166 6.42828 6.32051 5.54099 5.09755 4.74672 7.20605 4.98074 4.72267 5.33716 4.46484 7.61117 7.33317 3.87853 7.65082 3.91701 3.54588 2.90669 2.33744 1.86586 1.75363
threshold=4.7764982782858256 0.023185633735225922 0.045904068984946082 29.232579593867673 0.60306638702306781 0.033596115193832397 0.0077987657074857367 0.56004798334621908 0.2537836138834339 1.0349204589642762 -0.68060857042283551 0.0076302302162744593 -0.37940952255126015 -0.5242026038255666 -0.0055161465161897199 -0.0002328930263867846 -0.00039047269199009955 0.073049474926285843 0.0099574656887239151 -0.0098431639785578149 -0.0049162547194542888 -0.0079785346579191539 0.00024200680404907969 0.0021458036646399598 0.65847605823136879 0.11229344300419102 0.00053406443006437864 0.96929539175986967
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 6 12 8 -7 10 -9 -11 13 -1 -14 16 17 18 -6 -19 25 -22 -23 -10 -8 -17 -5 -4
right_child=1 2 27 26 15 7 24 9 23 11 -12 -13 14 -15 -16 20 -18 19 -20 -21 21 22 -24 -25 -26 -27 -28 -29
leaf_value=0.008136300913739054 -0.0020191197874311396 -0.028995314325816392 0.016862854996965181 0.036917598884291553 -0.0015781652540816041 0.041614161346250761 -0.030516017805712989 -0.019923066465805481 -0.0027607565375922199 0.019864873847697827 0.0005314872884295517 0.0034572570022836434 -0.0052407524047098121 -0.0076673494045225487 0.004322563562660045 -0.03698037102054768 0.01921468584846061 0.0083639827118277832 0.017717861699315635 -0.019657983954018965 0.015799063275492003 -0.022084409663275753 -0.0057186031702945181 0.01951769070691016 -0.0066563534916026209 -0.0095182575861109207 0.015744012104319444 -0.0030648936509390583
leaf_weight=91.553118199110031 22.559552431106567 16.973229333758354 20.205422639846802 19.164156526327133 549.77251075208187 21.015280574560165 32.643322765827179 39.071144700050354 30.480069428682327 72.209037512540817 211.28619487583637 140.09930613636971 173.02190831303596 334.96980606019497 632.15320900082588 17.512717112898827 32.553282022476196 33.739797964692116 56.23340804874897 73.930927723646164 34.026516109704971 48.982860594987869 149.57296121865511 41.798413306474686 22.04338251054287 15.071507006883619 26.064988195896149 23.409207180142403
leaf_count=274 69 54 56 54 1597 58 96 112 87 200 589 399 563 1009 1790 58 96 99 160 223 99 152 495 115 65 53 74 67
internal_value=-1.25764e-05 0.00659799 -0.00370238 0.0158697 -0.000311928 0.000933967 -0.000893368 0.00517046 0.0172606 0.00271856 -0.0026474 0.00906798 0 -0.00426226 0.00226092 -0.00258624 -0.000542016 -0.00145276 0.000206759 -0.010831 -0.00831786 -0.00601988 -0.00979023 0.0100629 -0.0210195 -0.024499 0.0248875 0.00607015
internal_weight=2982.12 128.377 60.5879 67.7887 2853.74 1842.34 1286.38 555.959 93.2938 462.666 250.357 212.308 1231.7 426.523 805.175 1011.4 746.23 713.677 606.006 107.671 265.167 232.582 198.556 72.2785 54.6867 32.5842 45.2291 43.6146
internal_count=8763 374 177 197 8389 5357 3797 1560 260 1300 701 599 3636 1283 2353 3032 2175 2079 1757 322 857 746 647 202 161 111 128 123
is_linear=0
shrinkage=0.05


Tree=178
num_leaves=17
num_cat=0
split_feature=16 15 13 40 42 10 42 39 11 41 20 20 28 28 38 39
split_gain=2.38495 2.74803 4.85532 4.55608 3.67748 3.61499 6.16362 4.75861 3.53413 6.50138 2.73902 3.12886 5.5325 4.9243 1.2984 0.683617
threshold=0.0070184647095794042 -0.050841563829738028 -1.3095966731494781 0.0063577282564199642 0.34060472693815597 36.939343652379328 0.29132556400850024 0.0093122364404453085 -0.026841786222982823 0.0013157917758271965 -26.062426785557836 -1.862395191848133 0.072382595847080969 0.06493371896546514 -0.010255735788908147 0.0030554138673227196
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 8 7 -7 9 -2 -4 12 -12 -13 -10 -6
right_child=1 2 10 -5 15 6 -8 -9 14 -11 11 13 -14 -15 -16 -17
leaf_value=0.021583061903518299 0.050741498655068752 -0.0037958712157158715 0.035283414169090747 0.04497947999504906 -0.0087133854431645785 -0.017077507782079157 0.0574400990456988 0.038887811524526111 -0.028190774332697673 -0.0089878868702261347 -0.020852400384073454 0.0020008920393815369 0.02445422379071787 -0.012443520194179635 -0.0041045112840194554 -0.034884595378457395
leaf_weight=12.630627959966658 5.4804666787385967 7.7321143858134773 5.4090020880103102 11.702701151371 3.8649250194430378 13.520128460600978 5.7227637171745291 5.1588261723518363 22.764810375869278 24.554349334910512 37.730480697005987 658.89371496625245 8.0179509520530683 64.666694782674313 8.1378044523298723 12.967720653861759
leaf_count=70 50 64 50 68 43 158 55 59 368 370 347 5825 85 853 120 178
internal_value=8.99195e-05 -0.000209749 0.000777885 0.0253982 -0.0079285 -0.0036336 0.0125039 -0.00122976 -0.0101875 0.00187726 0.0001506 -9.44732e-05 -0.0127668 0.000701503 -0.0220429 -0.0292577
internal_weight=908.955 896.324 794.153 19.4348 102.172 85.3391 24.4017 18.679 60.9374 30.0348 774.718 769.309 45.7484 723.56 30.9026 16.8326
internal_count=8763 8693 7292 132 1401 1180 272 217 908 420 7160 7110 432 6678 488 221
is_linear=0
shrinkage=0.05


Tree=179
num_leaves=23
num_cat=0
split_feature=1 40 7 16 5 36 10 43 39 1 44 28 19 1 38 40 7 5 43 43 44 39
split_gain=2.34981 10.0943 8.38993 6.8532 7.05899 6.74691 8.3417 7.66438 6.66128 6.12738 6.42915 4.66667 4.46256 4.92511 4.32216 3.58163 3.58151 3.48356 3.20712 2.02732 1.80751 1.67343
threshold=0.078997237212192539 0.012351011182235078 46.913098950980618 0.028399897685468922 0.045008163592317955 0.020799525380313936 80.340830431097473 1.0000000180025095e-35 0.013122219481825761 0.084640416540228927 0.78656609248549303 0.043661678900185068 0.99473027444492101 0.10327905299559623 -0.016998859664314744 0.0089614027083354288 32.880630953353766 0.056110479629963551 1.0000000180025095e-35 -0.60355339059327362 1.0000000180025095e-35 0.0072501177950404947
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -2 -5 6 8 17 16 10 18 21 15 -14 -10 -11 -1 19 -6 -7 -4 -9
right_child=3 2 20 4 9 7 -8 11 14 12 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0038519190085538821 0.025029214673812618 0.0063290235164382702 -0.024478104447214492 -0.021696105143968115 0.013024832808336018 -0.0015688647670301752 -0.027104129976005444 0.022235680290511785 -0.0011993155820449401 0.0094136835875772689 -0.010820861379448307 0.0060529982171789523 -0.02236245731513925 4.0678439290131302e-05 -0.032736363829054468 9.5257311210034522e-05 -0.0013104765641789068 -0.013896191665241779 0.035536156219749551 0.018814897170050002 -0.047860140185367217 0.04421067507780739
leaf_weight=426.32204420864582 31.829349756240845 17.156610384583473 19.218928515911102 31.650817513465881 41.633652448654175 25.340818643569946 30.136474207043648 18.001824542880058 19.099666014313698 138.79585182666779 18.860511556267738 24.958104640245438 40.717941284179688 60.375486895442009 26.203835874795914 404.67434147745371 1582.0543119907379 29.168792843818665 26.77687793970108 22.687531918287277 17.28457123041153 20.372575715184212
leaf_count=1184 96 51 55 90 117 70 90 53 55 416 54 71 116 188 74 1223 4421 81 80 63 54 61
internal_value=-1.27663e-05 -0.0008313 -0.0222414 0.00232527 0.00136905 -0.000311578 -0.00102906 0.0102851 -0.000642694 0.00237624 0.0148047 0.023163 0.00068369 -0.00894652 -0.0195826 0.00248557 -0.000212018 -0.000231482 0.0219481 0.00797517 -0.0357867 0.0341165
internal_weight=3073.32 2278.01 53.6601 795.315 763.485 2224.35 2083.82 140.53 2053.68 731.835 87.271 63.3325 644.564 101.093 45.3035 543.47 2008.38 77.1971 68.4105 48.0284 36.5035 38.3744
internal_count=8763 6383 160 2380 2284 6223 5824 399 5734 2194 251 185 1943 304 129 1639 5605 214 197 133 109 114
is_linear=0
shrinkage=0.05


Tree=180
num_leaves=17
num_cat=0
split_feature=33 27 40 31 21 15 28 33 5 5 28 27 31 8 12 27
split_gain=2.37699 3.77661 3.33239 4.53322 7.11501 6.26336 5.62944 4.03305 2.57774 9.26918 8.30083 9.67926 7.29059 4.44252 3.9018 1.88144
threshold=0.0042703287206451923 0.0014876710076436219 0.0030713528812234682 0.00035576964593093209 -0.0077991028312612573 0.8421657544655915 -0.0039663404234671325 0.0054637429555784737 0.024713127901306982 0.027832889760787616 -0.0070121353583015031 -0.0016737182294650911 0.0044191426976022538 -90.053993466386089 0.027332845528290194 0.00027935887387668087
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -2 15 10 13 11 -9 -12 -10 -11 -4
right_child=2 -3 7 5 -6 -7 -8 8 9 14 12 -13 -14 -15 -16 -17
leaf_value=-0.033773205617549595 0.01019376073064622 0.0039753225163996304 -0.02999979461076694 -0.023739028496160403 -0.011539582641806241 0.01631005213649464 0.043175374172095743 0.011392412863303116 0.0092642583091567272 -0.015577155919959885 0.013294285209192572 -0.026500764473925111 -0.0074935770908188693 -0.014874636370987647 0.0005498210067450773 -0.005897047100634302
leaf_weight=13.173664554953577 29.017288744449615 12.77555115520954 15.771366655826567 20.717993289232254 17.084578454494476 18.179439648985863 24.142295822501183 28.301153689622879 21.522466123104095 38.019122987985611 188.64946883916855 40.934605330228806 53.911633670330048 148.87228545546532 2289.6712653413415 17.949333280324936
leaf_count=67 82 38 50 63 50 55 75 81 61 113 521 121 154 447 6734 51
internal_value=-1.3536e-05 -0.0150527 0.000117442 0.00868828 0.0162797 -0.00489931 0.0253191 -0.000210055 -1.69306e-06 -0.000538557 0.00428237 -0.0109452 0.00865219 -0.0117927 0.000283607 -0.0173733
internal_weight=2978.69 25.9492 2952.74 109.142 70.2442 38.8974 53.1596 2843.6 2809.88 2498.09 311.797 69.2358 242.561 170.395 2327.69 33.7207
internal_count=8763 105 8658 325 207 118 157 8333 8232 7355 877 202 675 508 6847 101
is_linear=0
shrinkage=0.05


Tree=181
num_leaves=19
num_cat=0
split_feature=36 35 43 18 18 42 39 28 35 36 35 37 35 4 40 16 20 16
split_gain=2.36021 2.398 2.46438 4.50042 7.18096 4.70573 4.39202 6.01393 4.18685 4.4576 4.21827 4.0454 3.43686 4.70721 3.13157 3.01982 2.07972 0.823977
threshold=0.054888731130137265 -0.027390255266718896 1.0000000180025095e-35 0.44041628133342475 0.45363494540901089 0.62870651806822064 0.0081495871258244739 -0.00038746598716460134 0.00540120038510672 0.027069061842374679 0.016960445748149259 0.0036578911926624662 0.0044022411502547829 0.55478140454995073 0.0034298977163330405 0.0070184647095794042 -1.5384204527144318 0.045756194086042055
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 8 6 -5 -6 11 -8 12 14 -11 -4 15 -14 -10 -3 -1 -18
right_child=-2 2 3 4 5 -7 7 -9 9 10 -12 -13 13 -15 -16 -17 17 -19
leaf_value=0.012549214568071324 -0.033149193760290942 0.036260650246898195 -0.01624300153502891 0.045857360369246231 0.0091869864543702023 -0.0049070220838179062 -0.014574932124106398 0.024561746316260888 0.02973997706333837 -0.019859647018490151 0.02693456573028892 0.024155763575711486 0.056754546246611415 0.0057665320522988809 -0.010151460821612826 0.0041337627754224381 -0.0030912222724194874 -0.034276045238825596
leaf_weight=4.012653166428211 5.2053900063037863 7.447322465479373 107.61804755963385 8.8428793177008611 93.4788609854877 161.12317780219018 18.921472616493702 20.038421709090471 4.9995804056525222 6.27454596012831 18.659459341317415 6.3923619315028182 7.720371380448344 11.407090879976748 108.90059453994036 303.95068596303463 3.1415741089731446 10.339005125686525
leaf_count=59 102 36 1132 65 813 1715 259 175 35 64 182 51 52 95 1101 2606 40 181
internal_value=9.43492e-05 0.00029511 0.000663536 -0.002129 0.00181631 0.000249633 -0.008953 0.00543775 0.00315164 -0.0041111 0.014927 -0.0139149 0.00621774 0.0267949 -0.00833204 0.00492955 -0.0179738 -0.027453
internal_weight=908.473 903.268 885.775 416.415 263.445 254.602 152.97 38.9599 469.36 138.834 24.934 114.01 330.525 19.1275 113.9 311.398 17.4932 13.4806
internal_count=8763 8661 8381 4210 2593 2528 1617 434 4171 1382 246 1183 2789 147 1136 2642 280 221
is_linear=0
shrinkage=0.05


Tree=182
num_leaves=23
num_cat=0
split_feature=14 26 35 9 2 26 43 10 21 30 7 12 38 0 1 21 24 5 20 44 4 5
split_gain=2.35229 5.02158 3.02981 4.37026 5.76557 4.63397 5.40288 4.42804 8.59075 4.7059 4.33848 5.37132 4.35746 4.28155 3.54053 4.18143 3.45299 3.20639 2.90571 3.88918 5.25385 2.7671
threshold=0.10415569540693335 -0.0015691826126142891 -0.0065857029544268966 -16.141343037772966 0.55774392693005514 0.010813546938997175 1.0000000180025095e-35 74.410179809783912 -0.0029558132868921548 0.0091198533695504343 82.203096822788055 0.040774751968477234 -0.037757030705469589 0.76008232685439969 0.20700276483100497 -0.052377667876818489 -0.022162966821130444 0.025026180934844485 0.64058119895516297 0.25881904510252057 0.56548733000564355 0.035279023520506991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 14 7 -5 13 -7 10 -9 -10 12 -12 -4 -6 15 -2 -17 -18 19 20 -3 -1
right_child=2 18 3 4 5 6 -8 8 9 -11 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23
leaf_value=0.0062592123066447514 -0.028567667442900919 -0.0016575519482781417 0.0066061409632073818 -0.026528793485327624 0.0019967670262304635 -0.0043730579883475198 0.0086660025215108526 -0.037319119703470342 -0.021894553728998539 0.0053626445988681631 0.023954609551484804 -0.00068622610884058787 -0.0030937137051646325 0.02057925324912091 0.021989279412738653 -0.014370094207848816 -0.011329566794397035 0.0042464872372290048 0.028659294539762875 -0.0048841188882376603 0.030791201742161031 -0.019616572314233652
leaf_weight=17.678412765264511 10.901998013257979 21.651603028178215 125.22436164319515 15.731627658009527 57.035897895693779 192.85138887166977 134.78744670748711 25.917511865496635 23.540634274482727 47.426927983760834 35.717279851436615 56.820584461092949 1479.8200016021729 69.588936135172844 22.814443737268448 28.726708918809891 34.860643684864044 560.23204843699932 20.931287795305252 35.248585850000381 28.431367889046669 23.911031424999237
leaf_count=50 32 61 399 47 158 550 402 79 72 145 100 161 4157 197 69 85 97 1593 58 99 84 68
internal_value=-1.31605e-05 0.0061359 -0.000326212 -0.00119533 0.00309169 0.00413409 0.000976837 -0.00232106 -0.0127203 -0.00362656 -0.00172389 0.00878613 -0.00233346 0.0122567 0.00265904 0.00195301 0.0024989 0.00332389 0.0119173 0.00772331 0.0166881 -0.008509
internal_weight=3069.85 147.852 2922 2264.46 469.995 454.264 327.639 1794.47 96.8851 70.9676 1697.58 92.5379 1605.04 126.625 657.536 634.721 623.819 595.093 106.263 85.3316 50.083 41.5894
internal_count=8763 420 8343 6467 1354 1307 952 5113 296 217 4817 261 4556 355 1876 1807 1775 1690 302 244 145 118
is_linear=0
shrinkage=0.05


Tree=183
num_leaves=16
num_cat=0
split_feature=33 27 40 33 33 28 33 32 20 24 28 28 0 20 42
split_gain=2.26807 4.03696 3.12138 3.82527 3.78967 4.31683 4.6793 3.69586 2.37038 6.05769 8.19019 6.63591 3.42617 3.49028 2.08023
threshold=0.0042703287206451923 0.0015399597794690542 0.0030713528812234682 0.0054637429555784737 0.0060139694115028649 -0.012210989686116173 0.0050253463905245632 0.00032978372461920199 0.31674492282543754 0.0069194678358331539 -0.019073178787354591 0.011710765455734431 1.0266284208386991 1.101535223663753 0.52356547766834949
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 14 5 -2 -7 -8 9 10 -5 -11 13 -10 -4
right_child=2 -3 3 8 -6 6 7 -9 12 11 -12 -13 -14 -15 -16
leaf_value=-0.033926293165787449 -0.019037784340367025 0.0053288939641575883 -0.03010654977802232 -0.0039961475192121267 0.026430962258021759 0.023527313178820397 -0.017344911127171282 0.013837403675920261 -0.002895062041607179 -0.0071339568687252474 0.011569884545074738 0.0022387460167967127 -0.021823731756303456 0.0020533232903504665 -0.0047771683143255656
leaf_weight=13.251821950078012 16.810450166463852 12.44287273287773 15.867616653442381 121.850042745471 23.014359369874001 30.911771208047867 20.059376567602158 17.781927421689034 952.65545749664307 275.82831229269505 272.36847449839115 597.4737631380558 20.02908006310463 568.08314280211926 17.682029873132706
leaf_count=68 49 37 50 395 71 90 61 54 2792 820 761 1690 67 1707 51
internal_value=-1.23911e-05 -0.0147758 0.000114983 -0.00020132 0.00843224 0.00350748 0.00911216 -0.00256246 0 0.00160099 0.00674607 -0.000716331 -0.00131803 -0.00104326 -0.0169594
internal_weight=2976.11 25.6947 2950.42 2841.84 108.578 85.5635 68.7531 37.8413 2808.29 1267.52 394.219 873.302 1540.77 1520.74 33.5496
internal_count=8763 105 8658 8333 325 254 205 115 8232 3666 1156 2510 4566 4499 101
is_linear=0
shrinkage=0.05


Tree=184
num_leaves=26
num_cat=0
split_feature=21 17 20 30 36 40 41 21 27 30 40 44 41 35 43 36 5 26 3 33 40 11 15 0 38
split_gain=2.35008 5.80418 6.87235 4.75245 3.90139 2.83507 4.88831 2.67812 8.6191 8.52995 3.68836 4.25911 2.86351 3.80583 2.69058 2.59779 4.84645 3.80768 2.38094 9.48413 4.42688 2.30338 1.68241 0.561721 0.558797
threshold=-0.030690498803829982 -0.17713404575390684 0.81733215133693593 0.0066493572156179617 -0.0023076502650609672 0.012085946088657731 0.0030007486028005071 -0.025449332415642126 0.0056657982658081816 0.0038668273479728842 0.006389471118420231 -0.37940952255126015 0.00012343902594122124 0.00034695786785188259 0.91597561503675362 -0.012017851554458945 0.037201834110429523 -0.0003315593450693625 0.04271805525161481 0.0090811972922570702 0.0063577282564199642 0.37932169934713927 0.66520746020351662 0.22522410504524407 0.031100848612983904
decision_type=2 2 2 2 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 21 -3 -7 8 9 10 -2 -12 13 -9 18 16 -16 -17 19 -14 -20 -1 -8 -4 -10
right_child=7 5 23 -5 -6 6 22 12 24 -11 11 -13 14 -15 15 17 -18 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=0.011892326714212262 -0.021730398474829937 -0.035040843640747756 -0.0083009155934064532 0.054849512181502573 0.042107718639342172 0.043184955091663098 0.00039188566383814496 0.039088817782300771 -0.0088994227044927494 0.062107523431324745 -0.0057171422806547309 0.033071188257191637 0.0026018523100350775 -0.0032585823357919523 0.055537071407483513 -0.028031416240717383 -0.01006604974265937 -0.0040287560694859566 -0.0077708127201066351 0.051725149056577296 0.0023654303675190325 -0.034550317221003227 -0.034128893899708454 -0.034438259892297401 -0.034371966988725473
leaf_weight=5.0446814503520709 7.2828003577888003 19.926164085045457 3.8010113164782506 7.4063407257199279 4.9219016581773785 3.6599930766969946 5.3903763666748992 10.650451779365541 3.8850581273436529 9.8579469174146634 11.431893706321715 17.585136430338029 199.46533411554992 10.053555956110356 4.1839822325855476 25.23111212067306 7.8964607734233141 49.433760672807693 170.4916097112 10.258763916790484 291.1884904243052 5.2481782175600529 8.768970509991048 7.0621404852718115 7.9327202327549458
leaf_count=56 66 273 53 58 48 53 75 74 45 66 110 162 1592 78 40 263 99 482 1570 64 3031 54 147 93 111
internal_value=9.29689e-05 -0.00861278 0.00641811 0.0222076 0.00573707 -0.0220606 -0.00715213 0.000840906 0.0111993 0.0210121 0.00957443 0.0176508 6.2099e-05 0.0183684 -0.000433583 -0.00871894 0.0125141 -0.0122334 0.000630577 0.00505208 -0.00136778 -0.0114116 -0.0207258 -0.025908 -0.0265624
internal_weight=908.059 71.2298 33.4843 22.6211 15.2148 37.7455 17.8193 836.829 57.9756 46.1578 36.2998 29.017 778.854 20.704 758.15 86.7453 12.0804 74.6649 671.404 209.724 461.68 10.2929 14.1593 10.8632 11.8178
internal_count=8763 910 362 216 158 548 275 7853 560 404 338 272 7293 152 7141 884 139 745 6257 1656 4601 110 222 146 156
is_linear=0
shrinkage=0.05


Tree=185
num_leaves=19
num_cat=0
split_feature=28 11 39 15 21 39 28 3 26 4 43 32 32 7 28 3 15 3
split_gain=2.23666 3.63595 3.03749 2.83028 2.53523 6.72752 8.29431 7.32402 5.60625 6.23302 5.49538 8.08754 7.30799 8.33775 7.15509 7.01933 5.16416 4.97343
threshold=0.11463978327039731 1.3777230666877172 0.0087790084551197262 1.2123496008522265 -0.019870122108608956 0.0063433425592016495 -0.047970953984325417 0.072233288123172049 -0.01343194887790544 0.17035125797306797 -1.0000000180025095e-35 0.0025690610709303689 0.00098066037921903785 74.81400799155027 -0.015921297291921831 0.033551955257430897 1.248224070254031 0.053484194383689558
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 6 -1 -8 9 -7 12 14 13 -6 -12 -14 -13 -10
right_child=3 2 -4 -5 10 8 7 -9 17 -11 11 16 15 -15 -16 -17 -18 -19
leaf_value=-0.022636376644948535 0.0015795146279295833 0.0026482731888814049 0.026962790163227841 -0.027246002429714363 -0.0024933713518474013 -0.0054911448653389037 0.0056910050471611455 0.024254032652963237 -0.025485563426681491 0.023453741445449688 0.008546910768520875 0.021631058738195319 -0.039393803163658501 0.01774633095761248 -0.002072993363303458 -0.0080624503580187627 -0.0038918300492197765 -0.0021481384133202881
leaf_weight=21.225359573960304 16.480293318629265 30.887888804078102 22.571831487119198 16.843947231769562 571.71284191310406 31.677390158176422 262.61706882715225 66.982160866260529 24.009598404169083 44.059258759021759 196.27704392373562 73.907223269343376 18.998720243573189 55.734089612960815 824.39157377183437 308.92328424751759 26.60687330365181 453.3312960267067
leaf_count=61 50 95 82 52 1616 90 724 191 66 136 594 222 64 157 2315 869 79 1300
internal_value=-1.38726e-05 0.000126207 0.0130389 -0.0128789 -0.000104157 0.00210413 0.0075213 0.00948482 -0.00132376 0.0112901 -0.00106786 0.00130312 -0.00385543 -0.000685035 -2.52246e-05 -0.00990438 0.0148281 -0.00333754
internal_weight=3067.24 3033.91 53.4597 33.3242 2980.45 903.902 350.825 329.599 553.078 75.7366 2076.55 1121.18 955.369 627.447 1020.67 327.922 100.514 477.341
internal_count=8763 8661 177 102 8484 2568 976 915 1592 226 5916 3210 2706 1773 2909 933 301 1366
is_linear=0
shrinkage=0.05


Tree=186
num_leaves=30
num_cat=0
split_feature=40 40 17 28 30 1 3 33 1 28 32 15 39 7 33 27 28 1 36 29 1 12 35 39 28 14 12 1 1
split_gain=2.36128 9.89669 9.54597 8.40497 11.0709 8.1494 6.69609 7.20289 6.46589 5.91129 5.33678 9.5331 9.87914 9.23621 8.47338 8.89717 8.3365 6.24852 6.12726 5.4845 5.28302 5.09362 5.00332 4.92405 4.87844 4.77068 3.65546 3.54622 0.426001
threshold=0.0089614027083354288 0.0071893298592540511 -1.4041676960368277 0.089524485080739832 0.013381016493325409 0.039577218220010778 0.056799810008383786 0.012376823431944033 0.03382730165923143 -0.021317055874307583 -0.00042779082122352868 0.56004798334621908 0.005181807086268587 64.009039997031692 0.012123263985671585 0.0072774596859647217 0.044317055575287888 0.044314362341426806 0.023378845460887091 -0.0030014896845647616 0.055602434924937702 0.049691637567672489 -1.0000000180025095e-35 0.0053288723913980851 0.053458122778831087 2.3985432872173837 0.039022656077377892 0.078372715519712186 0.11350969582655808
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 9 4 8 -2 -7 20 -4 -3 11 16 13 -13 18 21 17 -1 19 -12 -8 -16 25 -24 -17 -9 -20 -22 -6
right_child=5 2 3 -5 28 6 7 22 -10 -11 14 12 -14 -15 15 24 -18 -19 26 -21 27 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=-0.0054444104391067226 0.043934145800705524 -0.0086869321432591681 0.021327754131153159 0.023060625616780496 -0.032443112125114922 0.030653647512211297 0.0053302583406306253 -0.0034670021581234018 -0.010499533866868582 0.025807043832509598 0.023935265429908783 -0.022177948857815322 -0.042387928825322406 0.02031538860591672 0.02133396140209121 0.052973882070790651 0.025970683157492805 0.0059179175646164048 -0.027891018524145973 0.0020369980852465884 -0.046305172417162255 -0.013283288142520997 -0.011048852955781858 0.0079446344854139633 0.016181854474196518 0.019767551359569716 -2.9377334692477821e-05 -0.012448951976177087 -0.0468094748363828
leaf_weight=368.55456253141165 11.462337821722029 19.727304235100746 16.54780125617981 18.214146688580513 15.323497474193575 19.335504934191704 16.071913093328476 350.22592356055975 342.64811544120312 32.487335801124573 29.546862989664078 33.182436317205429 28.359777688980103 20.586258262395859 19.955450519919395 20.50849711894989 28.514180243015289 179.72771073877811 26.562487810850143 854.02617220580578 15.922817915678023 22.392835289239883 37.492459356784821 351.84159590303898 17.102037206292152 23.438552170991898 21.726718828082085 16.143164485692978 15.952081173658369
leaf_count=1075 33 67 47 54 46 61 48 1062 1030 92 86 94 81 57 55 56 78 514 84 2462 49 63 116 1060 50 68 64 53 58
internal_value=-1.06925e-05 -0.00089786 -0.00738466 -0.00996384 -0.0115226 0.00222938 0.00164252 0.000941111 -0.00901384 0.0126875 0.000888963 -0.00260841 -0.0185366 -0.00580832 0.00317152 0.0187881 -0.000328952 -0.00171031 0.00182429 0.00277756 -0.0177858 0.00292317 0.00213133 0.00610038 0.0364639 -0.00199131 -0.0154846 -0.0295079 -0.0400559
internal_weight=2973.58 2131.65 460.9 408.686 390.471 841.934 830.472 811.136 359.196 52.2146 1670.75 658.925 82.1285 53.7687 1011.82 79.9588 576.796 548.282 931.862 883.573 48.1379 42.3483 762.999 389.334 37.6105 373.664 48.2892 32.066 31.2756
internal_count=8763 6213 1394 1235 1181 2550 2517 2456 1077 159 4819 1899 232 151 2920 224 1667 1589 2696 2548 150 118 2306 1176 106 1130 148 102 104
is_linear=0
shrinkage=0.05


Tree=187
num_leaves=16
num_cat=0
split_feature=20 17 10 33 3 39 33 36 32 3 30 39 19 31 1
split_gain=2.32409 2.91807 2.57812 5.25098 9.72913 4.08659 3.99195 6.05951 7.95592 5.36757 3.10727 2.58679 2.62586 1.56403 1.16405
threshold=14.004640023949307 2.8981618348204834 46.245523500524534 0.0076316311310877724 0.037836558277727535 0.0038596142416117744 0.0054637429555784737 0.0016241456391629108 0.00098066037921903785 0.025416677494407472 0.00069885085557582903 0.0013836918306482828 0.77181323127991952 -0.001812871709782687 0.068269524307781174
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -5 -6 7 9 -9 -4 13 -8 -13 -1 -2
right_child=14 -3 6 4 5 -7 11 8 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.011497296686705721 -0.00059432295093695862 -0.029161729082832107 0.01418730405830044 0.064750257723283897 0.011431392478459909 -0.0049537337757345375 -0.029126424206734121 -0.036408235679643595 0.031849628913902153 0.065851840979595636 0.0049869925769063447 0.0052927534230844953 -0.0016180981723731933 -0.033610364481537668 -0.034562305927077805
leaf_weight=13.870920104905961 4.3593697622418386 8.1744991522282344 12.531067170202734 5.5269878245890132 47.049710925668478 195.44570326060057 6.7006080262362948 8.9219085872173327 7.9734066575765601 8.7640032693743688 10.569026142358778 277.07840427942574 271.05558761395514 22.570720808580518 7.0961686782538891
leaf_count=132 47 97 71 34 398 2206 49 69 39 49 93 2381 2761 248 89
internal_value=8.74375e-05 0.00038015 0.000660963 -0.00315023 -0.000223058 -0.00175063 0.0025657 0.0181919 -0.00390324 0.035892 -0.0184543 0.00147802 0.0018665 -0.0253847 -0.0221856
internal_weight=907.688 896.233 888.058 295.033 248.022 242.495 593.025 38.1904 16.8953 21.2951 47.0107 554.835 548.134 36.4416 11.4555
internal_count=8763 8627 8530 3111 2638 2604 5419 228 108 120 473 5191 5142 380 136
is_linear=0
shrinkage=0.05


Tree=188
num_leaves=31
num_cat=0
split_feature=31 28 31 28 28 29 33 33 41 44 44 33 21 31 38 31 31 16 5 28 21 11 16 15 7 40 44 31 10 23
split_gain=2.58104 10.4195 8.32941 7.26784 7.7599 10.1479 6.88392 7.89218 6.66372 6.44123 5.86738 11.6926 6.12828 5.66493 5.30936 5.18975 5.17116 8.77463 7.5812 6.55551 5.28387 4.99428 4.78365 4.68358 8.57953 8.67906 4.60632 10.621 5.2705 4.58608
threshold=0.0044855745590479824 0.019913795886151511 0.0013217093023833047 0.019913795886151511 -0.0070121353583015031 -0.004283348319578161 0.0082958098810985113 0.014688771152481924 0.0007901333205745445 0.78656609248549303 -0.12940952255126037 0.0093761712901921316 -0.0094916221677812801 0.0056702027368631331 -0.015183370965050456 0.0033038472700123232 -0.001812871709782687 0.010381197529430203 0.064069542779216934 0.030419417970884346 -0.024295198049276757 0.74056953335470221 0.029119040877835834 0.61470699916000227 49.599102856962013 0.0052158126491585301 0.60355339059327384 0.0083655175994566296 69.511450131578087 0.010543541859299474
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 16 4 5 -4 -5 15 -2 -6 12 -12 -10 -13 -3 -8 17 -1 20 21 22 -19 -18 24 25 -16 28 -28 -25 -22
right_child=1 14 3 6 9 -7 7 -9 10 -11 11 13 -14 -15 23 -17 18 19 -20 -21 29 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.033539955884784978 -0.013434454046533312 0.020667181755810851 -0.022443330865772267 0.01519023975605628 -0.011425498214913538 0.023732369366274975 -0.0018438013235496911 0.019664862644861628 0.040481955007641721 -0.033194572436910395 0.039519231978968165 -0.022255769783479453 0.0054774620264191262 0.0089095240814781786 0.030274722306224827 -0.019864076437695891 0.038376536604525759 -0.001263833747738404 -0.016291418147285044 -0.029145332086834605 0.023607149410200638 0.011919130661615499 0.0041335094294590582 0.010217123756537222 -0.021273857894001928 -0.0051898446658719399 -0.024669105223085609 0.0020772774886191679 -0.0014457614181705117 0.003449965321453136
leaf_weight=20.746849551796913 19.82012651860714 29.241077080368996 18.816512197256088 57.721532583236694 216.38557697832584 31.765363484621048 110.72306373715401 29.045830562710762 40.195113867521286 40.71619787812233 22.779621541500092 22.522423356771469 18.689383447170258 40.749287098646164 20.035969257354736 63.068354919552803 22.997875154018402 784.9897672533989 40.744759626686573 19.714672982692719 29.950290992856026 78.976162880659103 18.950817257165909 196.68966764211655 72.579899072647095 120.28802147507668 50.423123940825462 138.8401692211628 189.45683158934116 496.69737827777863
leaf_count=69 56 87 52 162 607 90 304 82 112 122 63 64 52 112 56 179 65 2305 119 55 96 226 53 550 204 329 144 400 559 1389
internal_value=-1.38945e-05 0.00209692 -0.00101225 -0.0061746 -0.011377 0.00644591 -1.01475e-05 -0.00436572 0.0135645 -0.014904 0.0172978 0.0088757 0.0294847 -0.0021229 -0.000209307 -0.00841972 0.000922582 -0.00147194 0.00448457 -0.000709689 0.00598474 -5.17366e-05 0.0230724 -0.000992548 -0.00733022 -7.2525e-05 0.00134459 -0.0050313 0.00448307 0.00461005
internal_weight=3064.32 982.311 2082.01 568.242 307.684 50.5819 260.559 202.837 164.756 257.102 144.936 86.0513 58.8845 63.2717 817.555 173.791 1513.77 904.427 609.341 883.681 568.596 863.966 41.9487 788.314 212.904 140.324 575.41 189.263 386.146 526.648
internal_count=8763 2788 5975 1598 871 142 727 565 459 729 403 239 164 176 2329 483 4377 2655 1722 2586 1603 2531 118 2242 589 385 1653 544 1109 1485
is_linear=0
shrinkage=0.05


Tree=189
num_leaves=23
num_cat=0
split_feature=28 31 21 3 32 9 41 21 1 16 30 28 27 27 16 11 3 11 28 12 12 21
split_gain=2.25679 5.93886 5.72564 8.25684 6.40626 5.68347 4.91647 4.57978 6.03742 4.74611 4.9778 12.7896 5.16434 4.10645 3.99717 4.27704 4.14989 3.88318 3.86697 3.64717 3.63925 2.90919
threshold=-0.054691144646274253 -0.0088281796337112989 -0.030178346615275093 0.084915240352027702 0.0030049383344542954 -34.963237276862095 0.0016458564175850547 -0.041676306657786773 0.094449147046509641 0.11105595836752812 -0.0038431416892545918 -0.011694880799935812 0.019580596370733151 0.026830394613747876 0.037628697459039358 0.02506742675335764 0.098689519057163513 0.52620819734017565 -0.076246129466940524 0.055173779730831464 0.064551853658681754 0.012812630470935673
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=5 2 -2 4 19 6 -1 8 17 10 11 -9 -12 21 -8 20 -17 -3 -7 -4 -16 -11
right_child=1 7 3 -5 -6 18 14 9 -10 13 12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23
leaf_value=0.024609888056269125 -0.032866498679026745 0.009944507577117687 -0.007405551115596487 0.018640724956026877 0.016215240194990797 0.0066544214741471172 0.021390709388899889 -0.001509570315372834 -0.0074406016786930061 -0.011082456578465365 -0.0010846772827120029 0.020230352774927064 0.013459998302315769 0.0036789700510500472 -0.014659971309408338 0.0063430340511283672 -0.01864263032442607 0.043473595756474394 0.036775028621142417 -0.032098576088984095 0.014062555404918671 -0.038455834367715006
leaf_weight=19.211462810635567 24.189013406634331 18.041873514652252 28.031798347830772 25.684020429849625 13.978109732270239 23.129876986145973 15.995341673493384 188.57971073687077 20.031702309846878 23.185838118195534 2152.7151934728026 105.0662630200386 62.677717283368111 21.476371452212334 15.099392428994177 22.283982917666435 61.945413842797279 17.504193514585495 20.558534190058708 33.77787521481514 39.191767901182175 17.687714383006096
leaf_count=57 86 50 105 77 45 69 47 561 59 75 6218 297 187 69 52 67 198 50 64 139 111 80
internal_value=-1.02604e-05 -0.000399361 -0.0110141 -0.00572846 -0.0140666 0.00489094 0.000802845 0.000106893 0.0142954 -0.000198377 0.000138535 0.00625617 -0.000670335 -0.0138147 -0.00213883 -0.00490539 -0.0119734 0.0266714 0.0209941 -0.0210107 0.00597009 -0.023115
internal_weight=2970.04 2752.63 125.661 101.472 75.7878 217.416 173.727 2626.97 55.5778 2571.39 2509.04 293.646 2215.39 62.3499 154.516 138.521 84.2294 35.5461 43.6884 61.8097 54.2912 40.8736
internal_count=8763 8098 452 366 289 665 532 7646 159 7487 7263 858 6405 224 475 428 265 100 133 244 163 155
is_linear=0
shrinkage=0.05


Tree=190
num_leaves=9
num_cat=0
split_feature=15 20 17 17 17 22 1 7
split_gain=2.27085 2.16074 2.84312 2.43611 2.18208 6.58033 1.06245 0.135921
threshold=-0.37362373751579908 14.004640023949307 2.8981618348204834 2.7397795083678367 2.4817138326577406 1.1101654374070937 0.071605169542729538 26.928989245621
decision_type=2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -3 -1
right_child=1 6 -4 -5 -6 -7 -8 -9
leaf_value=-0.033015491907712059 0.00055329476875273407 -0.001584369540873762 -0.028910524900339591 0.031169986559428299 -0.023915963691462799 0.056247987955421186 -0.034398461001890472 -0.013251862110189229
leaf_weight=4.913089968264102 860.21121113747358 4.4839966930448991 7.976882077753543 6.4943569898605338 8.8372280150651914 5.2393317669630042 6.5075466595590115 2.5535357072949409
leaf_count=102 8178 47 97 65 99 49 84 42
internal_value=8.7514e-05 0.000322361 0.000601478 0.000877684 0.00064341 0.0009027 -0.0215977 -0.0271817
internal_weight=907.217 899.751 888.759 880.782 874.288 865.451 10.9915 7.46663
internal_count=8763 8619 8488 8391 8326 8227 131 144
is_linear=0
shrinkage=0.05


Tree=191
num_leaves=31
num_cat=0
split_feature=31 28 30 37 43 41 44 33 21 30 30 28 3 39 31 3 14 1 1 19 34 28 21 3 30 7 1 31 30 17
split_gain=2.39602 9.78575 8.19943 8.63023 6.9011 6.23708 5.56719 10.9541 5.70327 5.458 8.60576 8.67036 8.2186 5.76031 5.2839 5.13053 8.31955 5.07072 4.58865 4.57904 4.07971 3.8565 3.68661 7.20176 10.1617 7.72681 6.04699 13.5232 11.9464 6.94335
threshold=0.0044855745590479824 0.019913795886151511 0.0031222472627941097 0.0075161175860342109 0.25881904510252091 0.0007901333205745445 -0.12940952255126037 0.0093761712901921316 -0.0094916221677812801 0.0042052323240486132 0.0078816678395305321 0.039073950988631402 0.044520579058186058 0.0077888386115400722 0.0056702027368631331 0.071410240493060009 2.3295008561063399 0.037163803536201523 0.037723394808029977 0.69940204678786011 0.0028511899345360363 0.057867962483942957 -0.019973081710825989 0.083089895161055208 -0.011538941219446404 81.19601222109624 0.051780795791577149 0.00081312096438097739 0.0016654022891863815 0.87710234713860513
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 22 -4 15 -2 8 -8 -7 13 12 19 17 -3 -9 16 -5 -11 -13 -12 -6 -14 26 24 -24 -26 27 29 -29 -1
right_child=1 9 3 4 20 6 7 14 -10 10 11 18 21 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.025744166212873121 -0.012973636423283001 0.0030027970965068609 -0.026506998329539785 -0.023601862953640709 0.015963870357196087 0.039376272393749717 0.038243505255172817 -0.021573956552454102 0.0055444357405808236 0.025676752587450408 -0.0074756139547359646 0.027769441590019331 -0.02083996149517171 0.036460586854765144 0.0085664700295503705 0.010612582020443524 0.0098527909434532081 -0.0097558319883332585 -0.0018777505615095358 0.020742567374697637 -0.0073830286569487955 -0.0023867512071641156 0.019724203305179305 -0.014388427214284939 -0.0024627682651961304 0.012435686880393922 -0.0013842595048752877 -0.023707961986907129 0.011229864609603658 0.0022366458344573853
leaf_weight=106.20347191393375 19.795211181044579 37.740892708301544 56.659761533141136 82.916373699903488 49.304913640022278 39.861347854137421 22.754693657159805 22.444915905594826 18.685915261507034 21.81923520565033 17.306201308965683 13.318484991788862 109.60889282822609 19.734666466712952 40.677231550216675 21.252473220229149 23.64279593527317 18.38930070400238 461.91188913583755 77.33746911585331 29.704373314976692 39.059387594461441 60.922429382801056 95.865845933556557 1044.5728928595781 94.771883055567741 270.72719913721085 45.743671327829361 52.191193729639053 45.302464544773102
leaf_count=301 56 104 162 244 144 112 63 64 52 62 48 36 303 60 112 62 68 51 1334 222 85 109 214 282 2949 271 801 124 142 126
internal_value=-1.43541e-05 0.00202154 -0.000976567 -0.009218 -0.0044469 0.0131546 0.0167769 0.00857181 0.0286916 -0.000213559 -0.00134565 0.00171273 -0.0105958 0.014621 -0.00208892 -0.0116393 -0.01613 0.00936368 -0.00103069 0.0155275 0.00712492 -0.0160303 0.000216661 -0.00120747 -0.00014943 -0.00121813 0.00377442 0.00939168 -0.00504552 0.0187542
internal_weight=3060.23 980.446 2079.78 263.481 206.821 164.219 144.424 85.8768 58.5473 816.226 758.751 569.874 188.877 57.4756 63.1221 127.812 106.559 40.2085 475.23 94.6437 79.0093 148.668 1816.3 1296.13 1200.27 1139.34 520.168 249.441 97.9349 151.506
internal_count=8763 2788 5975 765 603 459 403 239 164 2329 2165 1640 525 164 176 374 312 113 1370 270 229 412 5210 3716 3434 3220 1494 693 266 427
is_linear=0
shrinkage=0.05


Tree=192
num_leaves=10
num_cat=0
split_feature=1 28 30 38 35 7 28 3 28
split_gain=2.16651 4.61453 6.19031 4.67233 4.69979 5.1028 3.87855 4.2011 3.74014
threshold=0.28472972050346751 -0.14855972285802657 -0.01965744978922826 -0.037757030705469589 -0.03653791295064162 31.528969871258926 -0.08438524901936649 0.14539446100711553 -0.095628449592824114
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 -4 -6 -5 -8 -3
right_child=-2 2 3 6 5 -7 7 -9 -10
leaf_value=0.019737689145402922 -0.015956815643552287 0.003265377977425616 0.016041362301386763 -0.020035656931472298 -0.0027486810424645286 -0.020338744895658973 0.00013366170745848446 0.023490506067322739 0.03059900258923183
leaf_weight=29.520818576216698 21.054470330476761 25.283041760325432 18.000193402171135 23.538523405790329 92.505892902612686 75.467232167720795 2635.4398356005549 19.299317851662636 25.651731863617897
leaf_count=89 68 77 53 70 296 279 7696 59 76
internal_value=-1.14054e-05 0.000101443 -9.63594e-05 -0.000405599 -0.00806744 -0.0106887 0.000124836 0.000306222 0.0171621
internal_weight=2965.76 2944.71 2915.19 2864.25 185.973 167.973 2678.28 2654.74 50.9348
internal_count=8763 8695 8606 8453 628 575 7825 7755 153
is_linear=0
shrinkage=0.05


Tree=193
num_leaves=30
num_cat=0
split_feature=21 17 20 30 16 40 41 42 21 31 28 44 31 21 28 29 23 28 44 41 35 21 30 44 29 28 16 30 43
split_gain=2.18663 5.5451 6.36421 4.08069 4.35162 2.81125 4.56629 2.96802 2.52149 8.27913 9.51864 5.54536 5.13789 2.6112 3.34535 7.11028 4.28781 2.95569 5.27625 2.63752 4.33965 3.0684 7.83536 2.79075 2.47801 2.31753 0.621026 0.514627 0.359999
threshold=-0.030690498803829982 -0.17713404575390684 0.81733215133693593 0.0071983409826464608 0.042183787130673063 0.012085946088657731 0.0030007486028005071 0.46052588865443761 -0.025449332415642126 0.0080755124465676353 0.048356399128317816 -0.37940952255126015 -0.00017175095732141783 -0.021370699897252165 0.016713411346046859 -0.00040968824059917081 0.039249383345739249 -0.012210989686116173 -0.37940952255126015 0.00012343902594122124 0.00034695786785188259 -0.020769010554556377 0.0015944436891229036 1.0000000180025095e-35 -0.00077328300867851574 0.032568328224804599 0.041923126899235115 0.008642639448063651 -0.70710678118654735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 -7 -8 9 10 11 24 -13 14 17 16 -16 18 -10 20 -15 22 -21 -23 -2 -17 -4 -11 -19
right_child=8 5 26 -5 -6 6 7 -9 13 27 -12 12 -14 19 15 25 -18 28 -20 21 -22 23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.017801160077439756 -0.034996468436441046 -0.034952193490872308 -0.0060810190497154306 0.052763240685025352 0.033909712644655622 0.040773465402006812 0.017472787994776574 -0.034151036013478901 0.037168450531440793 -0.0093841071324743015 0.073525307311647567 0.0039915452203892398 0.049354965419990793 0.041320223523052597 0.049267710421813576 0.0035120387871897399 -0.0015586149521416418 -0.018421111192885632 -0.024554370822747962 0.060639613712829658 -0.0054619474595221269 0.0030861274078255781 -0.010996031793290305 -0.0033806989540561281 0.0065531060163875141 -0.028799988883314694 -0.03409643062794572 -0.034111137829309246 -0.035786120984571262
leaf_weight=8.3483806513249927 7.1626199372112751 19.271017150953412 3.4544736966490728 6.9934726133942595 7.6595502104610196 3.7721666861325529 3.5903986021876326 10.288327887654303 5.2965102158486834 3.8732207864522916 7.0537192448973647 14.344499617815016 11.352675128728157 10.280023127794268 9.0650499463081378 8.56668194755912 7.233909072354435 5.8805739693343648 9.5164998993277532 7.0941571891307813 9.1320893578231317 347.19280745461583 7.8773777186870575 320.94840206578374 6.7141044884920067 14.343986321240662 7.1021309923380613 7.8031473476439714 15.762165140360594
leaf_count=77 76 273 34 52 87 53 40 182 53 37 51 142 79 68 68 78 69 51 116 70 70 3256 67 3027 56 150 112 119 150
internal_value=9.09398e-05 -0.00835425 0.00623406 0.0210813 0.0066882 -0.0217295 -0.00689593 -0.0204089 0.000809391 0.0108297 0.0203171 0.0105457 0.02434 5.09231e-05 -0.00876126 0.00126079 0.0265328 -0.0196511 -0.00204836 0.00100827 0.0191409 0.000482944 0.0227934 -1.28369e-05 -0.0146324 -0.0165379 -0.0255411 -0.0264827 -0.0314042
internal_weight=906.974 70.4799 33.558 23.0014 16.0079 36.9219 17.6509 13.8787 836.494 58.304 46.6276 39.5739 25.6972 778.19 75.6654 39.2096 16.299 36.4557 14.813 702.525 19.4121 683.113 14.9715 668.141 13.8767 22.9107 10.5566 11.6764 21.6427
internal_count=8763 910 362 216 164 548 275 222 7853 560 404 353 221 7293 735 365 137 370 169 6558 138 6420 137 6283 132 228 146 156 201
is_linear=0
shrinkage=0.05


Tree=194
num_leaves=31
num_cat=0
split_feature=31 28 31 27 38 27 33 31 29 4 31 1 21 1 21 40 40 42 28 28 29 12 12 28 10 31 1 28 20 1
split_gain=2.24179 9.15037 7.52958 7.50892 7.06231 6.85245 6.50202 9.79844 6.26286 7.88086 6.02752 8.48724 12.3547 6.43958 9.83943 6.88157 7.43496 5.93639 5.59645 6.72307 10.9953 6.59803 9.10531 6.90096 5.24759 7.46764 7.02892 5.24212 7.20455 5.14441
threshold=0.0044855745590479824 0.027632564409963287 0.00093942940457225404 0.0021458036646399598 -0.031088296178177096 0.0098386073147652391 0.0093761712901921316 0.0077987657074857367 -0.0013330860687175703 0.68208302844798807 -0.001437394350496645 0.029533000767505244 -0.010079026747247316 0.048733084952771545 -0.022014342010346934 0.0067073552808477538 0.0087809813769168642 0.35788328380178203 0.019913795886151511 -0.007302296487817596 -0.004283348319578161 0.040187731211189355 0.059706512401300003 0.033596115193832397 69.511450131578087 0.020251194757876595 0.12127047910074255 0.023185633735225922 0.31024024918064025 0.020612880729968443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 10 -3 -4 -5 -2 8 -8 -10 11 12 17 14 -12 -15 -17 -1 19 20 -6 23 -23 -20 25 -7 -26 -13 -29 -21
right_child=1 3 4 5 18 24 7 -9 9 -11 13 27 -14 15 -16 16 -18 -19 21 29 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.003527720974321494 0.021751937296414354 0.016873746285780172 0.029015903578361219 -0.0083028123412704994 -0.025277768799502116 0.014326865791866428 0.010042941686643714 0.020142445254004285 -0.028895296150792834 0.0069221638658927519 0.035619118493792477 0.0013425055886071152 0.016071407598201175 -0.026391176630023206 0.0063441153803685639 0.018664471002286104 -0.011393473614437008 -0.030624737957562306 0.014428177746733342 0.0029485065146480569 0.020359656039933356 -0.014071774787568256 0.016409765925120615 -0.012187593551398134 -0.0093743247466259207 -0.014193308648379541 0.0083511286976839117 -0.034586118292647204 0.0067468217563528112 -0.016270621842362887
leaf_weight=15.445420667529104 81.930652305483818 54.893382221460342 14.379937410354612 280.70856374502182 19.78696796298027 125.91870675981045 42.702638581395149 63.15793140232563 38.42527911067009 25.169194757938385 31.457034140825272 813.50350654125214 24.90754571557045 27.709656089544296 331.56002226471901 37.828615009784698 44.739195711910725 65.496272891759872 93.420092597603798 39.923654168844223 38.940670162439346 122.17314051091671 30.415387019515038 32.65042707324028 148.86904942989349 27.810550332069397 89.232706189155579 24.12641566991806 18.311861172318459 249.88337217271328
leaf_count=44 230 159 41 777 55 353 118 178 108 71 89 2393 71 76 943 105 129 198 260 117 111 340 85 92 424 83 287 67 52 707
internal_value=-1.42894e-05 0.00195662 -0.000945723 -0.000879275 -0.00544941 -0.00233802 0.0101798 0.00454573 -0.0046845 -0.0146525 0.00106447 -0.00120443 -0.0145553 0.00568498 0.0089038 -0.00486409 0.00232307 -0.0240497 -0.00625208 -0.0104758 0.00488132 -0.000949473 -0.00795639 0.00749126 0.00192344 0.00912902 -0.0027097 0.000442258 -0.0166597 -0.0136057
internal_weight=3055.48 978.819 2076.66 727.433 641.574 672.54 251.386 169.455 106.297 63.5945 1435.09 961.791 105.849 473.295 363.017 110.277 82.5678 80.9417 627.194 348.535 58.7276 278.659 152.589 126.071 391.831 153.729 238.102 855.942 42.4383 289.807
internal_count=8763 2788 5975 2083 1808 1924 705 475 297 179 4167 2825 313 1342 1032 310 234 242 1767 990 166 777 425 352 1147 436 711 2512 119 824
is_linear=0
shrinkage=0.05


Tree=195
num_leaves=28
num_cat=0
split_feature=0 15 7 20 35 32 43 44 5 3 24 36 24 1 5 1 44 41 28 20 5 11 40 36 36 3 40
split_gain=2.16328 4.69598 5.92138 3.46162 3.37113 5.14244 6.07301 4.54198 4.0784 3.90461 3.7985 5.09835 3.98571 3.65234 6.01856 5.85817 4.41456 5.04986 3.70379 3.63509 4.32506 4.13797 3.61731 4.12375 4.78557 2.27087 2.01179
threshold=0.97607358319575976 1.3391673056721485 87.175176147257858 -0.68060857042283551 0.0095766070353945371 -0.00010296515316552539 0.37940952255126054 0.25881904510252057 0.046109699844575296 0.084306784381474778 0.012379119894298544 0.023378845460887091 0.010108523452657791 0.13770964538831579 0.12901575458955719 0.20700276483100497 0.1294095225512602 0.0065530364414025004 -0.111443528074976 -4.2734160986308103 0.063039763603287294 -0.27298805707068768 0.012617762945769299 -0.0028558039662950336 0.0046047249121832232 0.081818133368018478 0.015169236847580049
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 13 22 10 9 -9 -8 12 -12 -7 18 16 -16 25 -18 -1 20 -20 -21 23 -6 -25 -15 -24
right_child=1 2 -4 -5 5 6 7 8 -10 -11 11 -13 -14 14 15 -17 17 -19 19 21 -22 -23 26 24 -26 -27 -28
leaf_value=0.022242951654949973 -0.023909085738019739 0.030608645294298565 -0.018039084406876883 -0.001276090269335055 -0.013883294384208468 0.0036742624357925247 -0.026376292996907871 -0.016229659590390046 0.014472543365499864 0.00018952739888663706 0.015210936325322014 -0.0013363982687744109 -0.025490791282300085 -0.045891359899220885 0.020906227379589561 -0.011367685886586928 0.00672623443554278 -0.027845891641260518 0.002193521622354754 -0.020876663751957743 0.029713737256679564 -0.00037501840164873382 0.038489041658101207 0.030486263177469337 0.0049198937552600887 -0.019337894324631871 0.013350403768681679
leaf_weight=18.334734410047531 29.627827882766724 16.346410304307938 24.585837945342064 17.035709127783775 18.629664182662964 30.877631843090057 42.844031408429146 17.266134232282639 28.378781482577324 19.85274076461792 111.23245577514172 79.077431827783585 18.534925907850266 14.635367497801779 26.70039176940918 29.316435560584068 26.843747921288013 17.131874158978462 43.694267049431801 24.814046293497086 21.450127124786377 2135.9746279194951 16.951021090149879 24.979067996144295 70.460162997245789 20.645863309502602 16.767817839980125
leaf_count=54 92 47 78 55 58 93 142 50 83 61 321 239 55 55 86 93 90 56 125 76 65 6253 49 70 202 63 52
internal_value=-1.12711e-05 -0.00774883 0.000451638 0.0142325 0.000222968 0.00397419 0.000640073 -0.00916261 0.00273941 -0.0178978 0.00509318 0.00831185 -0.00719412 -0.000556749 -0.0085328 0.0039364 -0.0174026 -0.00666144 -7.34051e-05 -0.000260459 0.0113634 -0.000613724 0.011787 0.00745988 0.0116886 -0.0305927 0.0262123
internal_weight=2962.99 87.5958 57.968 33.3821 2875.39 495.852 348.064 108.342 45.6449 62.6968 239.722 190.31 49.4126 2379.54 135.274 56.0168 79.2569 43.9756 2244.27 2225.93 65.1444 2160.79 147.788 114.069 95.4392 35.2812 33.7188
internal_count=8763 272 180 102 8491 1475 1044 336 133 203 708 560 148 7016 443 179 264 146 6573 6519 190 6329 431 330 272 118 101
is_linear=0
shrinkage=0.05


Tree=196
num_leaves=23
num_cat=0
split_feature=15 19 30 30 8 7 35 35 2 2 17 1 1 1 17 9 29 44 35 5 36 11
split_gain=2.1737 2.17635 4.31186 4.81563 5.93932 3.56215 3.88232 5.20114 3.2879 4.29082 5.56542 4.01769 5.57076 7.98866 4.01215 3.89514 3.32752 2.12027 2.06239 2.03413 0.192079 0.140621
threshold=-0.37362373751579908 0.99938347718865661 0.0019855921568276841 -0.00051687283984879439 124.5487181253748 85.413736675525499 0.016165577082684072 0.029363635198937591 0.74934920493457302 0.68662137751812147 1.7969195167865271 0.039577218220010778 0.051494976129803985 0.06295080820444815 0.42322312242834409 -14.493175414620959 0.005320415450478567 -0.78656609248549325 0.011976106069273797 0.030608628666162277 0.024660625090708547 -0.27298805707068768
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=21 8 3 -3 -5 19 17 -8 9 10 15 -10 -13 -14 16 -2 -11 -7 -16 -4 -21 -1
right_child=1 2 5 4 -6 6 7 -9 11 14 -12 12 13 -15 18 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.012858506955384248 0.0010271016646907995 -0.021377756525721506 -0.003225465910313518 -0.0039365913733403132 0.05591006798631766 0.0043016888829380158 0.031996881439186171 -0.017898108738784804 0.040545181690809076 -0.016295709166534895 0.040008260584655501 -0.035751818272647395 0.054083064517623548 0.0039214111155438198 -0.030510649314780598 -0.027388649924422855 0.039338373182196469 -0.031216611804078472 0.0041623773294269346 -0.035186337362175753 -0.022634763018057884 -0.032943993601785557
leaf_weight=2.5143070928752422 655.94735031761229 7.2781431712210205 9.0388368554413301 7.752111908048394 8.4384017437696439 6.0011753328144577 12.948882807046177 8.4908491186797601 9.8123685419559461 5.2971857432275993 8.9400222636759263 6.926961012184619 9.1654117628931981 57.696466088294983 25.575510902330283 12.179376525804399 5.1306519787758589 12.197624165564774 4.8262464646250001 17.515286317095164 8.2350482009351236 4.7586022783070794
leaf_count=48 6128 82 88 72 68 61 125 101 58 54 74 58 72 609 268 126 48 135 55 225 112 96
internal_value=8.35677e-05 0.000310679 -0.00671549 0.0118269 0.0270999 -0.0126374 -0.00223665 0.0120133 0.00117584 7.53905e-05 0.00103252 0.0105544 0.00644913 0.0109427 -0.015638 0.000497603 0.0107158 -0.0192715 -0.0248468 -0.0243043 -0.0314688 -0.026947
internal_weight=906.667 899.394 97.8964 23.4687 16.1905 74.4277 39.6385 21.4397 801.498 717.896 677.067 83.6012 73.7888 66.8619 40.8296 668.127 10.4278 18.1988 30.4018 34.7892 25.7503 7.27291
internal_count=8763 8619 1069 222 140 847 422 226 7550 6753 6328 797 739 681 425 6254 102 196 323 425 337 144
is_linear=0
shrinkage=0.05


Tree=197
num_leaves=28
num_cat=0
split_feature=14 26 35 28 8 28 26 10 9 31 31 2 3 28 33 42 28 43 16 16 31 1 20 44 4 4 1
split_gain=2.24875 4.59098 2.74605 6.54104 4.42293 3.80471 3.5658 6.38613 3.45655 6.81646 5.52476 5.38656 5.05456 4.92774 3.34919 5.14128 3.18192 3.16425 3.09664 2.78617 4.67719 4.47415 2.63578 3.5355 4.98693 2.58529 1.36985
threshold=0.10415569540693335 -0.0015691826126142891 -0.0065857029544268966 0.0031661553528008028 -104.62236596834869 -0.03395997275614681 -0.014440088494243528 23.607026570152119 -16.141343037772966 0.0013217093023833047 -0.001812871709782687 0.55968850144900018 0.032729590642715127 0.0096389662561739888 0.012650336324973815 0.22571264546908118 -0.054691144646274253 0.37940952255126054 0.019743125439713616 0.033719486532774484 0.0028488755549196947 0.064817591614328735 0.64058119895516297 0.25881904510252057 0.56548733000564355 0.23228951876225382 0.053252091406877443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 3 5 25 6 7 -2 9 10 -6 -10 -11 -13 15 -7 -8 -16 -5 20 -20 -21 23 24 -3 -4 -1
right_child=2 22 4 18 8 14 16 -9 11 12 -12 13 -14 -15 17 -17 -18 -19 19 21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00085004100794589747 -0.0074394621398543442 -0.0017595406707686283 -0.0048229614182277031 -0.009036760181870801 -0.0022840812530228001 0.0077718175183775469 -0.01821086207365185 0.016767530419922998 -0.025078080119765752 -0.019631337350617985 0.0056129744241044284 0.01332919070062645 -0.0040587246753530657 0.0010589861402860476 -0.0078175488858351419 -0.011644438260613853 0.008899512063693521 -0.032638245410809931 0.029767389095609206 -0.0043742115008206439 0.0072333930241167063 0.012017943287933586 0.027571176510359285 -0.0044871728657580792 0.029979891121113655 -0.030149475896200973 -0.017133818912409022
leaf_weight=20.624320179224014 41.872964665293694 21.51587750017643 21.221086382865906 24.061953783035278 507.49407805502415 64.035542219877243 29.178968697786331 76.517388641834259 16.367426797747612 55.955959931015968 392.23271891474724 107.79486672580242 786.83976885676384 343.32264657318592 35.85714216530323 72.392568856477737 16.81306691467762 20.663172006607056 39.059478104114532 66.884058654308319 58.056031554937363 108.46915400028229 20.797439932823181 35.048816099762917 28.125470981001854 20.171475768089294 20.611600294709206
leaf_count=58 128 61 60 67 1497 177 87 231 49 174 1113 309 2212 996 102 200 53 59 110 184 160 318 58 99 84 57 60
internal_value=-1.22471e-05 0.00602327 -0.000318975 0.00253083 -0.00114892 -0.00201355 0.0035551 0.00816461 -0.000842854 -0.00186883 0.0011533 0.00297028 -0.00510078 0.00400435 -0.00678304 -0.00249535 -0.00819398 -0.0170216 0.00802267 0.00955031 0.0163692 0.00573814 0.0115696 0.00755328 0.0161468 -0.0173285 -0.00803786
internal_weight=3051.99 146.724 2905.26 653.861 2251.4 357.331 164.382 118.39 2210.01 1742.52 899.727 467.485 842.796 451.118 192.948 136.428 45.992 56.5203 296.531 272.469 97.1155 175.353 105.488 84.6902 49.6413 41.3926 41.2359
internal_count=8763 420 8343 1876 6467 1037 499 359 6350 4996 2610 1354 2386 1305 538 377 140 161 839 772 270 502 302 244 145 117 118
is_linear=0
shrinkage=0.05


Tree=198
num_leaves=16
num_cat=0
split_feature=33 40 31 25 21 33 5 5 5 31 31 12 39 12 35
split_gain=2.34969 2.65831 4.95866 6.33428 5.77734 3.97947 3.86723 2.44497 8.31724 4.44396 9.84864 4.95561 4.31581 3.74449 2.09727
threshold=0.0039675278711387325 0.0030713528812234682 0.00035576964593093209 -0.00090255714642008581 -0.0080771749343561822 0.0054637429555784737 0.014101223325073237 0.024713127901306982 0.027832889760787616 0.0014261463083281435 0.0044191426976022538 0.027076097285619018 0.003692134294581722 0.027332845528290194 -0.00021289971772431302
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 14 -2 9 12 11 -11 -7 -9 -10 -3
right_child=1 5 3 -5 -6 7 -8 8 13 10 -12 -13 -14 -15 -16
leaf_value=-0.018986551838481303 0.0087614163936425692 -0.0042977066291407197 -0.027213761189583505 0.011273894373515055 -0.0064273178990574753 -0.017869366292911838 0.036505489565127745 -0.00087555719083954914 -0.015355059454054854 0.020332432312599121 -0.00654916494218991 0.0031206292809882858 -0.017454511784657074 0.00051358561805114422 -0.029496129475108303
leaf_weight=16.127894967794418 23.194066166877747 16.94470988214016 19.253090083599091 23.594649583101273 21.17865351587534 35.861161649227142 29.072036519646645 63.652739927172661 37.681744307279587 93.078859776258469 53.291172593832016 128.175407320261 105.18504920601845 2277.1903113424778 17.145092070102692
leaf_count=70 69 51 60 73 64 104 91 188 113 256 154 363 320 6734 53
internal_value=-1.14153e-05 9.14604e-05 0.00749812 -0.00592672 0.0153956 -0.000211579 0.0243293 -2.32394e-06 -0.000527043 0.00417892 0.0105133 -0.00144577 -0.011238 0.000252462 -0.0171664
internal_weight=2960.63 2944.5 116.292 42.8477 73.4448 2828.21 52.2661 2794.12 2483.71 310.407 146.37 164.037 168.838 2314.87 34.0898
internal_count=8763 8693 357 133 224 8336 160 8232 7355 877 410 467 508 6847 104
is_linear=0
shrinkage=0.05


Tree=199
num_leaves=17
num_cat=0
split_feature=20 17 21 17 20 30 40 41 18 16 39 34 1 21 1 14
split_gain=2.12759 2.6806 2.3265 5.2666 5.90688 3.60197 2.78911 4.23632 2.44579 4.05732 4.51858 3.44528 9.20815 4.14227 1.20535 0.635585
threshold=14.004640023949307 2.8981618348204834 -0.030690498803829982 -0.17713404575390684 0.81733215133693593 0.0066493572156179617 0.012085946088657731 0.0030007486028005071 0.3716050813774851 0.010381197529430203 0.0059940723833248099 -0.0088711193879953392 0.055602434924937702 -0.025682892008867943 0.067830612703882284 1.3888028585044434
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 -1 -5 -8 9 -4 -11 12 -10 -13 -2 -6
right_child=14 -3 8 6 15 -7 7 -9 11 10 -12 13 -14 -15 -16 -17
leaf_value=0.0052775816885514484 0 -0.028693879105764056 0.023034279421276459 -0.034868650314792436 -0.034273806076550027 0.046892079415672888 0.038301187760188544 -0.020064611390769257 0.073755384579674538 -0.0125252732904772 0.0023658193240938242 0.018624695848419023 -9.7609175105430434e-05 0.0012231644560171547 -0.034387453621526891 -0.0059521134971067535
leaf_weight=15.349827038124205 4.1881123669445497 7.7652747407555571 13.662402130663393 18.638256413862109 6.7770344950258714 8.0531761236488801 3.8928848542273071 13.57400845363736 6.1415120214223888 100.27613876201212 102.46659441664815 36.470957204699516 12.6203096807003 546.23976264894009 6.8561916742473841 3.5122405793517828
leaf_count=158 45 97 98 273 94 58 53 222 43 1030 1180 345 144 4780 91 52
internal_value=7.83812e-05 0.000354057 0.000617 -0.00812841 0.00596747 0.0199488 -0.0214005 -0.00662789 0.00137035 -0.0031758 -0.00497718 0.00301458 0.0240753 0.00232389 -0.0216266 -0.0252378
internal_weight=906.485 895.44 887.675 69.7974 33.6923 23.403 36.1051 17.4669 817.878 216.405 202.743 601.473 18.7618 582.711 11.0443 10.2893
internal_count=8763 8627 8530 910 362 216 548 275 7620 2308 2210 5312 187 5125 136 146
is_linear=0
shrinkage=0.05


Tree=200
num_leaves=26
num_cat=0
split_feature=14 26 35 28 8 28 14 28 40 43 25 42 17 0 16 16 33 25 28 8 20 44 4 5 4
split_gain=2.11993 4.30414 2.53005 6.17497 4.14411 3.54643 3.39432 3.77094 7.76496 6.88063 3.33168 5.45968 3.32067 5.77418 2.90295 2.61144 4.35218 2.89159 2.56398 2.55029 2.47003 3.31073 4.70569 2.39957 1.4345
threshold=0.10415569540693335 -0.0015691826126142891 -0.0065857029544268966 0.0031661553528008028 -104.62236596834869 -0.03395997275614681 3.0709694493388593 0.033596115193832397 0.0056652701423173212 0.25881904510252091 -0.027486667323302506 0.24888557708229747 -1.974130465335981 -0.016932725742177707 0.019743125439713616 0.033719486532774484 0.017326640617203945 -0.01593202488719252 -0.080251323223022655 -115.84620926767219 0.64058119895516297 0.25881904510252057 0.55057376362613974 0.035279023520506991 0.18522635782304056
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 5 19 12 7 9 -9 -6 24 -12 13 -2 -5 17 -17 -16 -14 -4 21 22 -3 -1 -7
right_child=2 20 4 14 6 10 -8 8 -10 -11 11 -13 18 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0060350961029573208 -0.012431059602933154 -0.0024865598079982631 -0.0038555193598865684 -0.0087380910696713433 -0.0023306849126312952 -0.030509877598959137 0.019974356330817448 -0.018034433384293218 -0.0020274659261369419 0.0045529618131176022 0.0057624400658434546 -0.012866415986255812 -0.011250796370550611 0.020948527352784348 -0.00082762016390818091 -0.00076440333897950547 0.015308511059167385 0.020268962372238242 0.0049454281590192188 -0.029009546786443702 0.026747876006814959 -0.004302786518628682 0.02859375911866284 -0.01816476501347172 -0.0099799342305115987
leaf_weight=17.522457242012024 17.377319782972336 20.423499092459679 20.372838631272316 24.078628093004227 920.79761822521687 17.795865327119827 19.350431442260742 87.209356904029846 582.5399335026741 598.92557014524937 79.487440660595894 77.287918463349342 44.703287035226822 48.583579301834106 20.007751703262329 106.0154887586832 69.175836488604546 76.858750641345978 53.218122780323029 20.973962023854256 20.746831387281418 35.03092822432518 29.03536793589592 23.673592776060104 18.349940687417984
leaf_count=50 51 58 58 67 2635 50 59 245 1669 1742 220 215 134 147 55 295 207 215 167 59 58 99 87 68 53
internal_value=-1.05789e-05 0.00585546 -0.000308375 0.00242915 -0.00110503 -0.00198939 -0.000808688 -0.000995555 -0.00412161 0.000379004 -0.00659108 -0.00339178 0.0033979 0.0120735 0.00776863 0.00925062 0.00555872 0.0158635 -0.00240143 -0.0167752 0.0112354 0.00734008 0.0156795 -0.00776075 -0.0202818
internal_weight=3049.54 146.433 2903.11 652.94 2250.17 356.803 2208.82 2189.47 669.749 1519.72 192.921 156.775 163.882 65.9609 296.136 272.058 175.191 96.8665 97.9214 41.3468 105.237 84.4898 49.4589 41.1961 36.1458
internal_count=8763 420 8343 1876 6467 1037 6350 6291 1914 4377 538 435 499 198 839 772 502 270 301 117 302 244 145 118 103
is_linear=0
shrinkage=0.05


Tree=201
num_leaves=20
num_cat=0
split_feature=20 28 28 10 7 20 27 27 23 28 15 42 21 3 16 21 23 28 2
split_gain=2.13721 4.74168 5.67422 4.0537 2.93983 2.67499 4.50843 7.2376 5.8846 3.94975 3.83379 5.62819 5.53842 5.20612 4.92942 4.29675 3.53047 1.75692 1.57211
threshold=4.7764982782858256 0.023185633735225922 0.047085076386624687 29.232579593867673 92.950647405889342 0.31674492282543754 0.019580596370733151 0.013542136649410971 0.091754033928756626 0.030419417970884346 0.62280059833981138 0.61904761904761962 -0.033149079124906132 0.035864573501847775 0.028764937345994765 -0.0024775074622251365 0.11016771631065263 0.00053406443006437864 0.96929539175986967
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 6 7 9 -9 -1 11 15 -12 -14 -13 -7 -8 -5 -4
right_child=1 2 18 17 -6 10 16 8 -10 -11 12 14 13 -15 -16 -17 -18 -19 -20
leaf_value=0.00011505364902651157 -0.0017761634603532625 -0.026618571022002657 0.016793682669936274 0.035800683562188088 -0.01719795090376065 -0.00083259418744881122 0.030935232530636455 -0.0047981563774729683 -0.034351847638285797 0.0065378645721906464 0.016803396135184431 0.004900429475943306 0.0077809382479880895 -0.010743453056502089 0.032146350080402751 -0.026774652720389681 0.0032992556833776848 0.015174754396289059 -0.0025279772044305843
leaf_weight=843.19373464584351 22.277895405888557 18.732981339097023 19.416298806667328 19.052200883626938 25.405232965946198 1058.2458205297589 22.5732601583004 59.677406027913094 23.685856744647026 335.07292029261589 23.832129135727882 65.954845026135445 43.831570707261562 266.2409006729722 22.393543809652328 16.124836787581444 24.549383997917175 25.877065122127533 22.006484463810921
leaf_count=2500 69 60 54 54 80 3144 65 173 75 932 72 187 132 835 64 56 74 74 63
internal_value=-1.08399e-05 0.00632081 -0.00380779 0.0154532 -0.000297694 -0.000142257 0.00150678 0.000934772 -0.0132862 0.0019462 -0.00158764 -0.000226866 -0.00630965 -0.00810708 0.0118915 -0.00122906 0.0166811 0.0240923 0.00642697
internal_weight=2958.14 127.363 60.1558 67.2072 2830.78 2805.38 1308.75 1261.63 83.3633 1178.27 1496.62 1162.72 333.905 310.072 88.3484 1074.37 47.1226 44.9293 41.4228
internal_count=8763 374 177 197 8389 8309 3819 3680 248 3432 4490 3451 1039 967 251 3200 139 128 117
is_linear=0
shrinkage=0.05


Tree=202
num_leaves=23
num_cat=0
split_feature=15 19 2 19 28 21 2 17 7 40 17 4 33 28 14 33 44 8 4 41 25 39
split_gain=2.08231 2.02623 3.74403 4.77891 9.76279 4.27861 3.73009 4.05106 3.41721 3.9856 3.32979 3.15649 3.13332 3.16564 2.98113 2.91507 4.21005 3.19032 2.80769 1.87474 1.45118 0.158869
threshold=-0.37362373751579908 0.96278875959964283 0.74934920493457302 0.84941379012592277 0.010637015681595044 -0.010522113120844289 0.68662137751812147 0.42322312242834409 89.465500686558627 0.0097925540867233579 1.7969195167865271 0.85199999999999931 0.012694626498203168 0.021273345396782831 1.3888028585044434 0.0075763922380835238 1.0000000180025095e-35 108.20874739421475 0.90327333119039888 0.0094042862232979977 0.0062403327133448592 0.0096394575263498965
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=21 2 6 20 -5 -6 10 -8 15 12 11 -2 13 -10 -9 16 -3 19 -19 -17 -4 -1
right_child=1 8 3 4 5 -7 7 14 9 -11 -12 -13 -14 -15 -16 17 -18 18 -20 -21 -22 -23
leaf_value=-0.033012772666886389 0.0010963266906882767 0.024565061511186922 -0.029440151177651315 0.074672965950289216 0.03739149167379701 0.0018916614676415208 0.011254311958866177 -0.035513840793004681 0.031997267497641584 -0.033557481398151422 0.031870220147970439 -0.026164596487247366 0.04895333450442959 -0.0082219643124142854 0.0003851548241095527 -0.031818649370086875 -0.022321423461722622 -0.015987264063865109 0.011365397900952647 -0.0034994452560673677 0.0029961234516994581 -0.012078481421961924
leaf_weight=4.631085503846406 651.66933628544211 12.345148693770172 7.0043591223657113 6.8776928484439841 11.335026239976285 34.30934371240437 10.288491185754536 19.615598205477003 7.7388072945177653 4.5518733672797671 8.560507442802189 10.685412026941774 5.7252729199826708 12.636078543961046 7.7935566715896121 27.806468673050404 7.6082639396190634 22.821161905303597 15.608516016975043 7.9450822193175545 6.1794098541140556 2.4582537207752466
leaf_count=88 6082 86 59 40 117 312 98 233 60 62 70 111 59 126 68 337 70 275 180 111 63 56
internal_value=7.63994e-05 0.00029618 0.00125451 0.0126641 0.019454 0.0108792 0.000187872 -0.0150862 -0.0056066 0.00878531 0.00105567 0.00064511 0.0164606 0.00689161 -0.0251602 -0.0103503 0.00641569 -0.0149299 -0.00474733 -0.025692 -0.0139523 -0.0267182
internal_weight=906.195 899.105 774.319 65.7058 52.5221 45.6444 708.613 37.6976 124.787 30.652 670.915 662.355 26.1002 20.3749 27.4092 94.1346 19.9534 74.1812 38.4297 35.7516 13.1838 7.08934
internal_count=8763 8619 7253 591 469 429 6662 399 1366 307 6263 6193 245 186 301 1059 156 903 455 448 122 144
is_linear=0
shrinkage=0.05


Tree=203
num_leaves=31
num_cat=0
split_feature=31 28 44 12 30 37 27 43 40 30 5 28 12 36 11 3 20 16 37 34 37 40 24 40 40 25 1 3 39 35
split_gain=2.2037 9.64991 7.82657 7.46051 7.07913 9.55706 5.99821 5.84564 5.66967 5.61629 9.17939 7.99727 7.07289 5.52854 6.19928 5.31535 5.26911 4.7893 3.93617 3.71298 3.70024 3.66841 3.27055 6.72864 7.74812 6.53292 7.01541 6.06864 6.72832 5.37911
threshold=0.004329149762212753 0.019913795886151511 -0.12940952255126037 0.036621395763552632 0.0031222472627941097 0.0075161175860342109 -0.00094811967831158115 -0.5 0.0076380508849767581 0.0078816678395305321 0.028745838673264603 0.043661678900185068 0.07961933544481832 0.019250604903858107 0.95682599646827315 0.051986290122135854 -0.63684004449877085 0.044870350108690303 0.029080480092175679 0.0043606488095310212 0.0023525420258957435 0.0054413725278549046 0.0058593568555128286 0.012750133015164828 0.020617470404482974 -0.0019975777931126207 0.013179427324124379 0.097879192322647635 0.0099934837819675663 0.00026316921887736827
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 17 -4 22 -6 -3 19 20 10 21 16 -12 14 -9 -13 -11 -2 -15 -7 -5 -8 25 27 -25 -1 -27 28 -24 -28
right_child=1 6 3 8 5 7 9 13 -10 11 12 15 -14 18 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 26 29 -29 -30 -31
leaf_value=7.6159022378236377e-05 0.034180367021052323 0.027140208090563885 0.023842515746667538 -0.032377139318960031 -0.02866337415768393 -0.023883073712011687 0.02006917061980262 0.0041438409175580202 0.011886842594092123 -0.0055067652550795272 -0.016950167156154338 -0.017824428580957501 0.01588806151730094 0.035906765282339624 -0.02476064409348059 0.00027237677297147004 0.017935757839164613 0.0040645953762051676 0.003304193869455341 0.00068122266837242012 -0.0029372348614543618 -0.0040235886588526823 0.0057689047408816287 -0.025934946258377257 0.01152466784261804 0.019142410733816631 -0.027230346028474486 0.027441475414123069 -0.016059483864867396 -0.0067930185179097997
leaf_weight=1106.8736132979393 48.75112521648407 19.27259449660778 33.15565487742424 19.451854646205902 49.065832585096359 45.795869156718254 33.603714406490326 62.017921552062035 30.34521596133709 30.926051765680313 154.58466930687428 45.08893720805645 18.10661044716835 17.30861359834671 26.245602384209633 392.84191252291203 101.57114282250404 18.671453893184662 20.624699465930462 22.545552581548691 24.472588807344437 29.153625696897507 414.53864623606205 38.201644420623779 21.293032169342041 17.082575455307961 52.629802286624908 29.162897616624832 38.393525779247284 85.27600559592247
leaf_count=3194 137 61 94 53 142 137 94 175 87 87 431 128 51 50 80 1141 291 53 62 65 68 80 1166 118 68 58 152 84 110 246
internal_value=-1.05585e-05 0.00191152 0.0125788 0.00413472 -0.000951994 -0.00895072 -0.000344052 -0.003941 -0.00461628 -0.00101083 -0.00750997 0.00166382 -0.013471 0.00240416 -0.00441276 -0.00158308 0.0124263 0.0259328 0.0183672 -0.0157172 -0.0161321 0.00880885 0.000126112 0.00337839 -0.0124475 -0.00126596 -0.010877 0.00534398 0.00390441 -0.0146429
internal_weight=3047.05 999.997 174.848 107.425 2047.06 243.604 825.149 194.538 74.2697 805.877 235.449 570.428 172.691 126.197 88.2635 437.931 132.497 67.4226 37.9333 68.3414 43.9244 62.7573 1803.45 541.59 59.4947 1261.86 154.988 482.095 452.932 137.906
internal_count=8763 2856 492 302 5907 711 2364 569 208 2303 656 1647 482 367 255 1269 378 190 112 202 121 174 5196 1546 186 3650 456 1360 1276 398
is_linear=0
shrinkage=0.05


Tree=204
num_leaves=25
num_cat=0
split_feature=40 40 4 28 30 21 33 5 28 2 3 5 33 5 35 40 32 27 13 28 32 21 28 38
split_gain=2.01268 8.8898 9.05867 7.6419 10.7673 7.53675 8.87218 9.00652 16.1185 10.5389 7.31119 6.63386 6.19754 6.80225 5.03393 4.66525 7.51921 6.21109 4.62089 4.5763 4.27311 3.05141 3.21411 0.609491
threshold=0.0089614027083354288 0.0071893298592540511 0.17662065971654112 0.089524485080739832 0.013381016493325409 -0.029085861584053026 0.012376823431944033 0.050022953054118045 0.005739216474223853 0.24119521909830291 0.056799810008383786 0.033633253974275988 0.012376823431944033 0.038945454713172005 0.00060843485052941581 0.0069530563710197444 0.00012721097001720292 -0.0031829148898589372 -2.4300340756263519 -0.021317055874307583 0.0053048861185849708 -0.020363294119414465 0.0016911419483053327 0.060243454639794088
decision_type=2 2 2 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 19 4 11 -1 15 8 -8 -9 -2 -4 21 -14 18 17 -17 -7 -15 -3 -16 -12 -23 -6
right_child=10 2 3 -5 23 6 7 9 -10 -11 12 -13 13 14 20 16 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=-0.025967833168488438 0.031612769240057653 -0.0024644617611662904 0.0095113363883833069 0.022423870013382478 -0.030536272282704353 -0.0080257919337236496 0.036956366279622309 -0.0085396192428824243 -0.021804853873086765 0.037052282843285565 -0.034568935941175029 -0.010712194644698242 0.031184875175749461 0.019589484127950158 0.0079022390027398883 0.033959144585264243 -0.004127459561017551 0.0010943447513566856 -0.0038429241190344153 0.032408848581809938 -0.007741600815526984 -0.023075674949597051 0.007246152469919432 -0.046918724244954815
leaf_weight=25.649672359228134 20.339245475828648 16.888375669717789 45.992172107100487 18.176847293972969 15.168916165828707 219.44709807634354 17.723121762275696 16.428129315376282 33.671301960945129 52.607644617557526 15.072533071041105 324.83378037810326 19.954114362597466 22.228472918272018 321.56954710185528 25.926368951797485 25.362034827470779 1245.5948427096009 351.73697723448277 20.418721616268158 50.107116401195526 16.744731172919273 17.743599787354469 15.404643312096594
leaf_count=73 64 56 136 54 49 635 50 51 94 148 49 986 59 65 964 73 75 3620 1075 58 167 55 52 55
internal_value=-1.06913e-05 -0.000831728 -0.00700925 -0.0091171 -0.0105631 0.000863364 0.00128845 0.0143457 -0.00141181 0.026134 0.00206579 -0.00818858 0.00131864 0.0024343 0.00165412 0.000247239 0.0150567 -0.000268793 -0.00243187 0.0165242 0.00577827 -0.0157852 -0.00735526 -0.0390797
internal_weight=2954.79 2119.29 456.883 419.576 401.4 1662.41 1636.76 120.43 51.3944 69.0358 835.496 370.826 815.157 765.596 745.642 1516.33 51.2884 1465.04 373.965 37.3071 371.677 49.5609 34.4883 30.5736
internal_count=8763 6213 1394 1280 1226 4819 4746 343 144 199 2550 1122 2486 2330 2271 4403 148 4255 1140 114 1131 156 107 104
is_linear=0
shrinkage=0.05


Tree=205
num_leaves=25
num_cat=0
split_feature=35 43 8 17 41 15 8 8 33 41 35 28 28 28 7 28 38 3 28 43 3 41 41 16
split_gain=2.0695 2.04261 4.5838 4.15811 4.48257 6.64496 4.03224 4.00157 5.38058 5.68973 4.83362 3.70541 5.7993 5.05723 2.86985 2.72014 2.66789 3.7122 1.82623 2.34637 1.72035 1.66886 0.991192 0.103855
threshold=-0.027390255266718896 1.0000000180025095e-35 80.564214871396274 1.7750974613386716 0.0039358622855931317 1.186379892615687 -134.26713852125661 64.833035660136076 0.0069763258299266467 0.0015157604551807393 0.010065709658949375 0.1057500343987043 0.066063466137275165 0.045904068984946082 63.043816425255251 0.032568328224804599 0.013718836011669568 0.057475375029536709 -0.022894645946220631 0.12940952255126045 0.10396000349482663 0.0012607594680996627 0.001204633643202155 0.082732927808267159
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 7 16 21 -6 -3 10 -9 -10 14 12 13 -8 -2 -12 22 -18 19 23 -14 -5 -4 -1
right_child=1 6 3 4 5 -7 11 8 9 -11 15 -13 20 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.011538224959409664 0.0081033368860829649 -0.034336117986978623 -0.010051543788034578 0.0040922408532916956 0.058844279747749931 0.0033832270300741315 -0.0024863466813227443 0.063350573510927641 -0.023934820106474294 0.023033356649965191 -0.027308957108757449 0.030888027429315758 -0.030395691236471279 0.016731151169447081 -0.0029858594618888284 0.013875107841273875 0.0073267282821782437 -0.027284540388816048 -0.034676412926619042 0.027409306511654782 0.0066772486937912087 -0.025220206580130668 -0.035841755314789385 -0.031812676384788484
leaf_weight=2.3853779472410697 219.68766915984452 9.4183439183980209 5.6974460855126408 7.0416318923234966 6.6411911137402049 28.434944758191705 334.29411629214883 6.0347232595086089 8.1726524233818036 28.152049459517002 18.363490063697103 8.5883025303482992 21.866566587239507 38.021445484831929 78.592294279485941 4.8773089479655019 18.787549525499347 12.884896753355859 7.8716199733316889 3.8380564879626036 3.3634705860167733 13.70045682042837 16.488917149603367 2.7138869389891624
leaf_count=55 1886 150 47 57 59 285 3289 30 72 250 220 83 316 359 670 58 152 164 109 67 49 128 159 49
internal_value=7.13024e-05 0.000406297 0.00265574 -0.00627961 0.00320818 0.0141636 -0.00214512 0.00536366 0.0198159 0.0122921 0.0034385 -0.00137803 -0.00209525 -0.000506434 0.00516472 -0.0184294 -0.0161929 -0.00663792 -0.0172502 -0.00113471 -0.0252492 -0.0150573 -0.029518 -0.0236945
internal_weight=905.918 889.109 473.557 109.677 55.8182 35.0761 415.552 363.88 42.3594 36.3247 321.521 406.134 397.546 372.316 298.28 23.2408 53.8588 31.6724 16.8089 8.93732 25.23 20.7421 22.1864 5.09926
internal_count=8763 8483 4237 1051 529 344 4246 3186 352 322 2834 4096 4013 3648 2556 278 522 316 280 171 365 185 206 104
is_linear=0
shrinkage=0.05


Tree=206
num_leaves=31
num_cat=0
split_feature=31 28 40 12 12 30 24 1 16 3 30 43 1 30 28 3 40 16 43 1 43 31 29 40 12 28 7 40 44 31
split_gain=2.06752 9.13073 8.88244 7.42919 9.15203 7.33945 7.34952 6.82988 7.01887 6.68997 6.62644 6.54606 5.2953 7.61556 4.96339 9.37988 7.44782 4.84957 4.77738 3.81609 4.65623 3.43379 3.63609 8.66061 7.73064 6.87671 5.50834 4.22155 3.7926 2.78671
threshold=0.0049437858204594348 0.043661678900185068 0.0054925407464055092 0.036336786861423435 0.047874822371339103 0.0034747983742781279 0.0071279724718754127 0.036804320846565666 0.067941518505999901 0.035538646764921002 0.0044591972488223584 0.78656609248549325 0.075840113023036906 0.0060036265348866564 0.071058201306621702 0.064073036928041407 0.0064682002196762055 0.025421795333412437 0.25881904510252091 0.069459901458228487 0.60355339059327384 0.0042621452489740924 0.0022715356089598742 0.012750133015164828 0.07733084485214857 -0.08438524901936649 61.846742892957771 0.0036027731614792966 -0.60355339059327384 0.0044191426976022538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 9 12 21 29 -8 11 -2 -4 -9 13 -5 16 -16 -12 -6 -19 20 -11 22 26 24 -24 -25 28 -28 -1 -7
right_child=1 2 10 4 17 6 7 8 -10 19 14 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0042983203683695011 -0.0082592047920896274 -0.03246528583735199 0.028666500580437061 0.0045501377782217701 0.039186532256470841 -0.035811795570857931 0.019669356789766366 -0.017135135930535516 0.014108075887909272 0.044111333911847107 0.012998186560513922 0.007776795456580581 0.013734712478625103 -0.022105513559279085 0.024855537083897677 -0.0013688269304133666 -0.011522242838533623 0 0.019635042325748669 0.0098236891196931478 0.014424283052639444 0.016658770518586333 0.0042147397987997758 0.0051163355110765626 0.034978650261509668 -0.035048606303496349 0.0064915681723194873 -0.014423267246435759 0.0017127166336351554 -0.011422329652101814
leaf_weight=388.10357058048248 17.847325384616852 23.199701726436615 18.178490817546844 46.673505753278732 15.277422517538069 29.42453645169735 25.406382739543915 128.0196058601141 30.34583156555891 34.819388553500175 36.856944501399994 32.833857461810112 27.879782795906067 61.907643526792526 40.276736930012703 217.58564156293869 186.70734956860542 66.152806639671326 58.631311818957329 28.265120416879654 22.438236743211746 31.233544945716858 428.70366154611111 18.391263023018837 21.411987394094467 24.553243666887283 29.59345480799675 122.79240511357784 809.07673314213753 20.856130599975586
leaf_count=1103 51 65 55 129 43 89 72 379 91 101 101 94 78 171 124 641 525 190 169 79 62 86 1213 59 60 78 95 347 2354 59
internal_value=-9.20299e-06 0.0019959 -0.00228322 0.00789699 0.00359674 -0.000857091 -0.00861353 -0.00458226 -0.00783952 0.0193376 -0.000865459 -0.0120173 -0.00559157 -0.010608 -0.00199668 0.00271594 -0.00745343 0.0125821 0.00925611 0.0251579 0.0326101 0.00024536 -3.10323e-05 0.0036404 0.00569673 -0.0177596 -0.00137626 -0.0103272 -0.00023197 -0.0258372
internal_weight=3043.44 902.697 522.805 379.893 276.522 2140.75 266.886 216.606 191.199 103.37 499.605 160.853 136.461 108.581 481.427 257.862 223.564 140.062 124.784 85.5227 57.2576 1873.86 1842.63 493.06 450.116 42.9445 1349.57 152.386 1197.18 50.2807
internal_count=8763 2584 1511 1073 780 6179 784 636 564 293 1446 473 378 300 1391 765 626 402 359 242 163 5395 5309 1410 1273 137 3899 442 3457 148
is_linear=0
shrinkage=0.05


Tree=207
num_leaves=11
num_cat=0
split_feature=1 28 30 38 4 32 12 39 28 12
split_gain=2.01956 4.18622 5.79795 4.33969 4.52427 6.39137 4.32017 4.26052 3.64448 3.6785
threshold=0.28472972050346751 -0.14855972285802657 -0.01965744978922826 -0.037757030705469589 0.45454983716696234 0.00098066037921903785 0.093356273582339097 0.0045988570641500191 -0.08438524901936649 0.11649095416211382
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 7 -6 -3 -4 -5 -10
right_child=-2 2 3 8 5 -7 -8 -9 9 -11
leaf_value=0.018825985617376362 -0.015465980410957252 0.032541446762312937 0.022251125082831724 -0.019462997790149081 -0.035908851714789199 0.0043319230984028107 0.0030409510470898455 -0.0063828743028228 0.00013314486182012037 0.021781356598637225
leaf_weight=29.441024750471115 20.89110441505909 23.156982019543648 14.316465660929678 23.439247712492943 28.27023957669735 14.781547799706457 27.55230887234211 127.22803342342377 2622.7443423122168 19.677386566996574
leaf_count=89 68 70 44 70 107 52 83 425 7694 61
internal_value=-1.08297e-05 9.81616e-05 -9.08072e-05 -0.000390927 -0.00780315 -0.0219986 0.0166486 -0.00343773 0.000120727 0.000297063
internal_weight=2951.5 2930.61 2901.17 2850.46 184.596 43.0518 50.7093 141.544 2665.86 2642.42
internal_count=8763 8695 8606 8453 628 159 153 469 7825 7755
is_linear=0
shrinkage=0.05


Tree=208
num_leaves=22
num_cat=0
split_feature=29 2 24 38 7 29 10 28 25 2 19 37 41 35 8 8 5 25 20 0 44
split_gain=2.02558 5.01643 3.48257 4.32561 3.612 2.91046 4.60703 4.34788 2.87661 2.85715 4.88603 6.80148 2.94116 2.53068 1.68976 1.49763 0.749956 2.55237 0.593453 0.141097 0.0267267
threshold=-0.011761845572619943 0.27079744910878517 -0.0065070282297896463 -0.027530598858871821 23.686598695022223 -0.01513640529390947 35.161674474311802 -0.031226921234289502 -0.024364657499831601 0.27079744910878517 0.32637746118396288 0.00671535372576726 0.0019427498939825502 -0.020395060108023885 -60.506500072558019 -98.885053465403146 0.033426913440624637 -0.010954016024450508 1.9068696762144612 0.35927171200718194 -0.60355339059327384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 14 6 7 15 -9 13 11 -11 -12 -6 16 -1 17 -4 -7 -3 -15
right_child=2 19 4 -5 9 18 -8 8 -10 10 12 -13 -14 20 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.033540362460765701 -0.0062319416811969361 -0.034884694179977548 0.018114822613584929 0.045162914220412888 0.014199009703169381 -0.034289717187943838 0.06137812134749953 0.0011024329286294253 0.048562060339113977 0.006682976608745274 0.004007725816789957 0.051864924154986149 -0.0031106612878503458 -0.021968118066750808 0.0018133452836288557 -0.0011595599247336194 -0.03466515238138311 -0.034034912702213892 -0.0060523151343070238 -0.018068337715663702 -0.035211799141300321
leaf_weight=7.3613431192934522 6.8255190942436483 13.406038297340276 3.6111766658723354 9.5150771625339967 3.8140389043837777 5.6553997974842769 3.4481109715998164 7.8057671301066875 5.5850614905357379 141.25718658789992 222.62728091515601 8.8077047690749151 415.29322869703174 3.9625253509730092 7.7223151475191107 7.5036874022334823 10.471439026296137 5.9616969339549595 3.5385473407804966 3.3147016651928416 8.0254445392638427
leaf_count=157 85 190 55 82 50 78 46 88 43 1198 1836 75 4076 55 78 136 148 85 52 50 100
internal_value=6.99905e-05 -0.00898717 0.000692353 0.0234837 0.000235707 0.000344518 0.00765619 0.000730741 0.0214808 0.000855075 0.00128434 0.00940089 -0.000618347 -0.0201095 -0.0174531 -0.017646 -0.025096 -0.0138617 -0.0241418 -0.0319755 -0.0314658
internal_weight=905.513 57.6187 847.895 16.3406 831.554 40.8979 31.704 28.2559 13.3908 803.787 787.985 150.065 637.921 15.802 27.7666 14.865 20.0443 9.57287 9.19395 16.7207 11.988
internal_count=8763 840 7923 167 7756 600 470 424 131 7390 7185 1273 5912 205 366 293 288 140 130 240 155
is_linear=0
shrinkage=0.05


Tree=209
num_leaves=29
num_cat=0
split_feature=14 26 42 36 44 9 29 44 27 42 33 7 7 7 33 31 1 32 7 40 8 31 34 5 29 41 19 31
split_gain=2.01786 4.01666 2.28447 3.65612 4.02715 2.27661 4.54353 4.49576 4.27842 3.59645 4.95145 7.11222 4.83817 4.50313 6.22231 6.30999 4.69693 6.88514 5.11973 4.33394 3.06963 3.47603 2.36908 2.21198 2.1799 2.66606 1.61231 1.19545
threshold=0.10415569540693335 -0.0015691826126142891 0.47848345753286303 0.00012593397679705467 1.0000000180025095e-35 -13.843312065626117 0.0049310670553670563 0.78656609248549303 0.0085840148950858484 0.85281840608371307 0.0082958098810985113 78.456272830270052 85.947434869236204 80.913777658546294 0.012173696548214236 0.0019224818888877681 0.078997237212192539 0.0017023861835515676 38.491822598214981 0.0077835330969736804 158.15165389873064 0.0027074901530155268 0.0056206820872574123 0.035279023520506991 0.002188363913732561 0.0062045844197734313 0.98904291848454806 0.0037440011830894853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 -3 -4 -5 9 24 20 -9 13 -11 26 -13 16 15 -15 17 -2 -18 -16 21 -8 -10 -1 -7 -26 -12 -22
right_child=5 2 3 4 -6 6 7 8 22 10 11 12 -14 14 19 -17 18 -19 -20 -21 27 -23 -24 -25 25 -27 -28 -29
leaf_value=0.0058008941403885723 -0.0013916702457317911 0.021703502437400862 0.018742769527223948 0.010612490181246152 -0.020878925359117749 0.0035511293820148764 -0.0063408334083113436 -0.02676979681528284 0.013809090196447006 -0.033912087263436204 0.023894590699008605 -0.026402179206419837 0.00050056574482478119 0.030391608393166965 -0.026994659575366866 0.0045056818888264752 -0.0026960520358461568 -0.013789213936159554 0.0074050307494143656 0.0028591843278384459 0.027316129888471083 0.0066570037605602553 -0.011385871705979909 -0.017489623569480382 0.03735021483024608 0.0098387654246795669 0.0020990374036984486 0.008501419117360352
leaf_weight=17.439614027738571 1599.7485979795456 33.65316379070282 30.733886122703552 21.469941213726997 18.937775135040283 22.618241220712662 83.184392765164375 25.454155087471008 16.60999558866024 17.426362872123718 17.445383012294769 37.75164857506752 29.275173380970955 41.592957928776741 15.693625599145888 55.421402543783188 214.72536964714527 120.49402943253517 299.66438778489828 51.879821121692657 16.739961549639702 133.75918525457382 21.011172667145729 23.5252545773983 18.015135645866394 18.550307169556618 17.538089603185654 19.311117023229599
leaf_count=50 4504 98 88 63 53 64 238 74 50 54 49 110 85 118 45 161 663 349 906 156 51 395 61 68 51 53 51 55
internal_value=-8.69123e-06 0.00572774 0.0109338 0.00574573 -0.00403818 -0.000299538 0.00333049 0.000930937 -0.0109805 -0.000842469 -0.0093089 -0.00502789 -0.0145942 -0.000418544 0.00755705 0.0156751 -0.00100852 -0.00226371 0.00317904 -0.00403 0.00392356 0.00164948 -0.000122458 -0.00746262 0.0160377 0.0235944 0.0131476 0.0174275
internal_weight=3039.67 145.76 104.795 71.1416 40.4077 2893.91 375.254 316.07 63.0753 2518.66 119.437 102.01 67.0268 2399.22 164.588 97.0144 2234.63 1720.24 514.39 67.5734 252.995 216.944 37.6212 40.9649 59.1837 36.5654 34.9835 36.0511
internal_count=8763 420 302 204 116 8343 1092 924 185 7251 349 295 195 6902 480 279 6422 4853 1569 201 739 633 111 118 168 104 100 106
is_linear=0
shrinkage=0.05


Tree=210
num_leaves=22
num_cat=0
split_feature=20 43 2 19 19 31 38 15 2 2 16 2 38 14 39 7 43 40 10 32 20
split_gain=1.98353 4.4131 3.78276 2.82844 3.81093 2.78219 3.73195 4.87876 5.09009 4.05862 3.78278 3.62057 3.18739 5.32505 5.76024 4.19084 4.0202 3.99763 2.63136 1.9403 1.88959
threshold=4.7764982782858256 -0.78656609248549303 1.0106569525301257 0.9769727851877491 0.85276253175168182 0.021325839060730514 0.056943285172126219 1.2069523251863064 0.6575910119106918 0.79827323815223394 0.088432700052541433 0.99306985426227035 0.031100848612983904 2.3624540596459913 0.0065248148202516213 86.897745221637095 -0.5 0.015169236847580049 29.232579593867673 0.0033187333068590489 0.46656328648531925
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=5 19 3 4 18 6 12 8 -8 -10 11 -9 15 14 -14 17 -17 -1 -3 -2 -7
right_child=1 2 -4 -5 -6 20 7 10 9 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0001066678482501045 0.0094720086051668997 -0.0054148009110538842 -0.021068609084873614 0.022981065349441429 -0.01965853874811788 0.022353819589532309 0.0099938260759536296 -0.0043870442253263779 -0.035049519153431526 -0.011267413903835745 -0.016602132956763736 0.024935994467930593 -0.00072499162737373296 -0.017124366563841614 0.012461606973429072 -0.03158964513162265 -0.0050525522659679344 -0.010426440091153916 0.021297978581509624 0.032334517743786269 0.00050861870759643291
leaf_weight=2108.4016248211265 21.294035375118256 17.053622201085091 17.216988027095795 16.618458539247513 17.515241399407387 22.448086902499199 16.263249918818474 19.232734441757202 29.838618025183678 47.483628928661346 16.930146425962448 22.454166322946548 159.02552103996277 26.491475611925125 171.16662682592869 20.121627286076546 50.823832020163536 93.966988936066628 19.316509574651718 17.77551206946373 18.509476497769356
leaf_count=6212 60 54 54 49 51 70 52 56 91 164 67 66 457 83 493 58 155 311 56 50 54
internal_value=-1.10698e-05 0.00610261 -7.14843e-05 0.00500776 -0.000474961 -0.000287618 -0.000480006 -0.00808973 -0.0151779 -0.0205429 0.00314832 0.0113097 -3.74257e-05 0.00435427 0.00609731 -0.000728844 -0.0126833 -0.000340924 0.008655 0.0200574 0.0126286
internal_weight=2949.95 126.79 87.7208 70.5038 53.8854 2823.16 2782.2 152.203 93.5855 77.3222 58.617 41.6869 2630 356.684 330.192 2273.31 70.9455 2202.37 36.3701 39.0695 40.9576
internal_count=8763 374 264 210 161 8389 8265 496 307 255 189 122 7769 1033 950 6736 213 6523 110 110 124
is_linear=0
shrinkage=0.05


Tree=211
num_leaves=31
num_cat=0
split_feature=10 33 3 39 40 7 3 42 32 37 37 2 37 28 37 5 39 1 33 32 28 28 9 31 38 8 31 33 7 11
split_gain=2.01298 4.95477 8.7174 3.8488 4.04427 6.06817 4.17089 3.66184 5.92815 7.6023 7.31477 5.2694 5.25875 9.79725 4.08138 3.38502 4.56756 3.1637 5.07243 6.96222 6.63282 3.8057 4.0704 4.03616 3.10863 3.10014 4.44165 3.05817 2.19263 1.18356
threshold=46.245523500524534 0.0076316311310877724 0.037836558277727535 0.0038596142416117744 0.0061275546770663677 38.491822598214981 0.043549801079380175 0.55914877821604081 -0.0002328930263867846 -0.0070430507373187004 0.011488096368276303 0.39909056063014225 -0.0097878333589109783 0.018342567528926306 -0.017005164960927684 0.016913789512658029 0.0024903207161796341 0.016033799871682797 0.0079643584102935764 0.0023051350919141714 0.011710765455734431 0.0063816803557086533 -5.7835619591565797 0.0082503262251381968 -0.013325132504872715 -77.997148424857627 0.0047968124538586157 0.0085528286175064906 36.922713272349412 0.59952263682018236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -3 4 6 -6 -4 8 12 -10 11 -11 13 -2 -15 16 -1 29 19 20 -19 22 -20 -23 -14 26 -5 -27 -26 -9
right_child=7 2 3 25 5 -7 -8 17 9 10 -12 -13 24 14 -16 -17 -18 18 21 -21 -22 23 -24 -25 28 27 -28 -29 -30 -31
leaf_value=-0.020997856627475962 -0.020459583232438527 0.059707318927974387 0.024817335780605163 0.0083697935337658982 0.046172762277520929 -0.0067491294291713196 -0.017839030749659656 -0.0062061690058516864 -0.028431360620941426 0.069929209166198561 -0.01543875974834273 0.024814696924912588 0.018741111934279901 0.012317604621821167 0.064346930524284335 -0.027816952854057886 0.034099245923982627 0.01939780670583606 -0.015572794838166676 0.060385782010949268 -0.0091139933297414138 0.0049919829070798815 0.025877218747828626 -0.0077870534712485883 -0.029429297184514775 0.025542557916822802 -0.022188236837467956 -0.0120172839178772 -0.0065506014402677455 -0.035908889832095822
leaf_weight=9.4134375341236574 9.8437082692980784 5.7672467194497576 8.6337352395057696 63.471076235175133 14.057113997638227 8.493954371660946 16.431320838630199 6.4679022356867781 7.4895047880709162 7.6433039456605902 9.68011451885104 48.174597948789597 8.8119555562734586 6.9288432784378555 9.1314301528036577 30.949220033362508 6.1159461159259072 46.052374619990587 72.769390569999814 6.4897359684109679 36.20362776145339 168.1850743573159 6.2729203328490248 97.494868084788322 14.754739984869955 5.5219138823449603 14.486045002937315 112.4361379891634 38.819729279726744 8.2471342608332616
leaf_count=77 97 34 61 842 107 73 158 47 78 52 90 327 71 60 66 346 51 306 766 52 317 1494 59 1238 126 50 165 1186 298 69
internal_value=6.92846e-05 -0.00330882 -0.000491215 -0.00196127 0.010741 0.026077 -0.002907 0.00171719 0.00817761 0.0187122 0.0242143 0.0311958 -0.000485841 0.0183491 0.0424246 -0.0182809 0.000460497 -0.000597735 0.000167317 0.0108312 0.00679227 -0.00256586 -0.0121915 0.000282564 -0.0084033 -0.00507788 0.00260627 -0.0101965 -0.0129878 -0.0233208
internal_weight=905.238 295.777 249.299 243.531 47.6161 22.5511 25.0651 609.461 161.278 72.9875 65.498 55.8179 88.2904 25.904 16.0603 46.4786 15.5294 448.183 433.468 88.7457 82.256 344.722 79.0423 265.68 62.3864 195.915 77.9571 117.958 53.5745 14.715
internal_count=8763 3150 2676 2642 399 180 219 5613 1265 547 469 379 718 223 126 474 128 4348 4232 675 623 3557 825 2732 495 2243 1007 1236 424 116
is_linear=0
shrinkage=0.05


Tree=212
num_leaves=13
num_cat=0
split_feature=16 1 16 26 37 40 1 3 32 16 16 20
split_gain=1.93435 3.99225 3.81657 3.38809 5.70088 3.13349 7.16125 6.96774 5.86698 4.88869 4.33075 1.87929
threshold=0.0070184647095794042 0.013179427324124379 0.010655420698068692 -0.0010542883257549727 0.0012081375274098918 0.0030713528812234682 0.019661044564810874 0.02976462485854486 0.00010579793520869203 0.014718571590183931 0.013668448328850837 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 8 9 -8 10 -7 -4 -10
right_child=1 2 5 4 -6 6 7 -9 11 -11 -12 -13
leaf_value=-0.01522816251449946 0.01900546938521799 -0.030462647031190473 0.019861514857317093 0.012772230757843665 -0.026317981322954112 0.0069390113013796193 0.020255348013773627 -0.0002715072512767726 -0.014730978981363045 0.036008908252192912 -0.014537553021795314 -0.04003994267693578
leaf_weight=20.637763008475304 27.55509877204895 18.532271534204483 18.824231192469597 21.19752100110054 16.410668790340424 44.229026913642883 41.869932308793068 2757.6087823808193 17.636489778757099 21.875254422426224 17.516512796282768 13.974443569779394
leaf_count=70 91 54 56 62 51 124 123 7909 57 61 51 54
internal_value=-8.25206e-06 9.46958e-05 -7.85576e-05 -0.0129817 -0.00417709 0.000167106 0.000420592 3.44258e-05 -0.010434 0.0166742 0.0031493 -0.0261681
internal_weight=3037.87 3017.23 2989.68 56.1405 37.6082 2933.53 2865.58 2799.48 67.9517 66.1043 36.3407 31.6109
internal_count=8763 8693 8602 167 113 8435 8217 8032 218 185 107 111
is_linear=0
shrinkage=0.05


Tree=213
num_leaves=20
num_cat=0
split_feature=33 5 5 28 14 28 1 16 21 40 3 2 33 33 32 11 8 3 16
split_gain=2.18161 2.46759 8.55242 8.37015 8.77371 6.4976 6.04284 5.4259 7.98615 3.76184 7.1485 8.22031 7.96964 6.32102 5.47071 4.45175 3.33276 4.88571 5.87394
threshold=0.0039675278711387325 0.024713127901306982 0.027832889760787616 -0.010400636851503305 0.47980479939657467 0.036741189352490725 0.024848874846707059 0.021055747355436149 -0.0077991028312612573 0.0053386755865712241 0.049190334407441819 0.89001982624359177 0.009166123206178994 0.0091309531565687187 -0.0017359397598485737 1.0033846471539081 -90.053993466386089 0.035538646764921002 0.017738397442526241
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 16 4 -2 7 -6 8 -5 13 11 -11 -12 15 -15 -4 -3 -18 -19
right_child=1 2 9 5 6 -7 -8 -9 -10 10 12 -13 -14 14 -16 -17 17 18 -20
leaf_value=-0.018411728237802485 -0.034708551700643124 0.0059894067857858202 -0.0052741204200837041 0.0057929225992039372 0.01429414432060189 0.033130104868047287 -0.021272460416216887 0.024957879350677087 -0.019945197062428515 -0.0044255957457096096 0.030818239887492528 -0.02919798695838265 0.00019493663658141851 0.038167557419627275 0.009273310356314516 0.011879713648789682 0.0064738793152081522 -0.0012400818388641401 -0.024663734570507027
leaf_weight=15.920960545539854 26.423570275306702 24.23539337515831 141.37648794054985 278.27621053904295 31.381140857934952 21.834873378276825 19.126659095287323 30.939089566469193 33.642536401748657 198.93561951816082 21.418244153261185 40.38340525329113 1717.7797877937555 19.051764667034149 122.31487652659416 51.480642020702362 24.543481960892677 38.650756970047951 90.519899398088455
leaf_count=70 81 70 405 806 92 60 56 87 102 567 64 129 5151 53 342 158 72 120 278
internal_value=-9.65228e-06 8.91809e-05 -0.000519864 0.00353476 -0.0114187 0.00670514 0.000711306 0.00499852 0.00299537 0.000290947 -0.000535653 -0.0086371 0.000576688 0.00519785 0.0132269 -0.000665437 -0.01108 -0.0138059 -0.0176999
internal_weight=2948.24 2932.31 2490.69 441.624 76.9314 364.693 50.5078 342.858 311.919 2312.74 1978.52 239.319 1739.2 334.224 141.367 192.857 177.95 153.714 129.171
internal_count=8763 8693 7409 1284 229 1055 148 995 908 6869 5911 696 5215 958 395 563 540 470 398
is_linear=0
shrinkage=0.05


Tree=214
num_leaves=31
num_cat=0
split_feature=10 19 37 19 8 40 1 10 2 22 2 39 40 41 21 40 31 21 19 43 22 2 31 39 28 41 31 1 35 21
split_gain=1.99874 3.25358 8.50681 5.25166 4.9382 4.21805 6.39531 3.44401 4.18302 2.92375 3.48787 4.66128 7.91657 5.15254 2.81192 4.96482 5.16062 3.82222 4.71031 3.80866 2.7165 2.63311 2.55425 2.52926 1.59075 3.32045 1.14456 1.1246 2.48929 0.323952
threshold=34.525878802185751 0.32230419211617306 0.00671535372576726 0.29324083583667682 -35.976861590012625 0.008383693500551093 0.05806419414742961 43.98208670458974 0.50495221755806552 0.36016542511192123 0.1883536418531889 0.0098462721701445648 0.0089209703381578197 0.0013157917758271965 -0.017883630360707638 0.0052552783282249528 0.0080755124465676353 -0.0097011121818776965 0.3718749218730466 -1.0000000180025095e-35 0.17765163689112565 0.38838218416311138 0.0018410243990681656 0.0026507415446114404 -0.04170289953503057 0.008644924732913702 0.0023651786075870557 0.084640416540228927 -0.00044100947716479982 -0.02868735379864806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 5 -5 6 -2 8 21 10 11 12 13 -1 15 26 -17 18 -16 -19 -7 -3 -10 -12 -13 -26 -9 28 -25 -23
right_child=1 7 -4 4 -6 20 -8 14 22 -11 23 24 -14 -15 17 16 -18 19 -20 -21 -22 29 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.049698015373966759 0.002496749217038019 0.0074954350987004349 0.05837136367291678 0.0048841193743083509 0.05858356646284877 0.0049164282525988451 0.047070614029433841 -0.035786004511953372 -0.016372919251505882 0.026660139752670849 0.0065166346338017449 -0.033579499058741573 0.068974979002847089 -0.015466461146333436 -0.029870941005259718 0.0029350798212145752 -0.017687689747786155 0.0044269703679750026 0.0092492714335428976 -0.0095803458858552959 -0.02440582221378617 -0.015272020352449733 0.019882560999458739 -0.027444388016380168 -0.033721567081645601 0.032853382722904147 -0.010760701615488278 -0.035076685634835882 0.0030854590994279073 -0.031906403974275764
leaf_weight=3.8690829798579278 97.712528822943568 5.5678963102400294 7.6383963748812667 9.4028009064495581 8.1526734344661218 11.861299114301799 8.7079183049499971 13.829217709600927 7.8747792262583998 5.9333628341555587 8.5741563439369184 8.1732136458158475 5.4244049806147805 12.767882250249384 7.8648333773016921 135.3642987087369 38.924816288053989 102.53381491266191 192.33375872671604 91.568839827552438 21.97890330851078 5.106888365000489 12.07747609913349 18.726592183113098 3.7593207396566859 3.5292855259031057 7.9734910689294329 13.426124481484292 9.8901721201837081 24.077525537461042
leaf_count=34 849 59 61 86 66 140 72 126 80 44 78 175 50 201 62 1279 561 856 1642 897 248 55 98 252 48 57 70 190 96 231
internal_value=6.75917e-05 0.000874018 0.00712965 0.00458246 0.0302956 0.0013092 0.00623174 -0.000723531 -0.0127162 -0.00682116 -0.00915935 0.00227419 0.0171145 0 0.000381181 -0.00450074 -0.00164953 0.00282223 0.00767332 -0.00215683 -0.0139966 -0.0231966 0.00531357 -0.0177216 -0.018553 -0.000799615 -0.0269532 -0.022787 -0.0167449 -0.0292284
internal_weight=904.626 810.552 165.455 157.816 17.5555 140.261 106.42 645.098 54.7046 94.0736 88.1402 37.5232 22.0614 16.637 590.393 196.092 174.289 394.301 200.199 194.103 33.8402 34.7523 19.9523 50.617 15.4618 7.28861 21.8027 42.0429 28.6168 29.1844
internal_count=8763 7538 1522 1461 152 1309 921 6016 523 1225 1181 565 285 235 5493 2036 1840 3457 1704 1753 388 345 178 616 280 105 196 538 348 286
is_linear=0
shrinkage=0.05


Tree=215
num_leaves=17
num_cat=0
split_feature=28 40 11 10 1 9 17 37 37 3 28 33 14 11 39 9
split_gain=1.97258 3.87919 3.08044 2.9602 4.89015 5.1378 4.42157 4.1049 7.08636 4.64077 4.5785 4.58989 3.79823 3.40589 2.76423 1.55822
threshold=0.11463978327039731 0.011591995535162681 1.3777230666877172 75.366619360942806 0.15681213855394374 -16.141343037772966 1.3180662424051321 0.011488096368276303 0.009796641644233885 0.026017095402800835 -0.054691144646274253 0.017056097484168468 1.3814845563179012 0.63366467610218724 0.0087790084551197262 -27.148274249832678
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 6 -5 8 9 -1 15 -12 -7 -10 -4 -9
right_child=1 -3 14 4 -6 12 -8 10 13 -11 11 -13 -14 -15 -16 -17
leaf_value=0.012149496023485921 -0.030410304979368252 0.0037323808110832028 0.0022015772399675403 -0.0090080517961436905 0.020302803149340992 0.01498744844374145 -0.034701640916519894 -0.002164255455287774 -0.028578582166694157 -0.00062677138277727909 0.0028995157486939589 0.014563010285520478 -0.0067257352276973732 -0.0072442516643432629 0.025679682807558779 -0.022936145178609934
leaf_weight=73.670614928007126 15.40661960840225 17.425286054611206 30.474094405770302 46.133074998855591 16.050286889076233 26.440362215042114 26.979972213506699 17.872967153787613 30.037570253014565 1938.4368928894401 519.68822836875916 101.11747600138187 82.90951968729496 51.972495198249817 21.865776084363461 19.481161668896675
leaf_count=236 47 55 95 137 55 76 84 56 84 5536 1473 297 241 148 82 61
internal_value=-9.1216e-06 -0.0121812 0.000122687 -8.91016e-05 -0.00598561 -0.0083353 -0.0185922 0.000334581 -0.000745987 -0.00015592 0.00377989 0.00480937 -0.001421 -0.0151445 0.0121355 -0.0131632
internal_weight=3035.96 32.8319 3003.13 2950.79 198.513 182.463 73.113 2752.28 2094.12 2012.11 658.16 620.806 109.35 82.0101 52.3399 37.3541
internal_count=8763 102 8661 8484 593 538 221 7891 6004 5772 1887 1770 317 232 177 117
is_linear=0
shrinkage=0.05


Tree=216
num_leaves=28
num_cat=0
split_feature=39 39 36 9 26 14 0 5 28 5 21 31 3 39 27 4 4 15 5 5 1 27 25 31 20 20 7
split_gain=2.00801 8.14884 7.22422 6.36124 8.17953 4.81179 4.80411 4.29492 4.28763 5.12821 4.24559 7.16799 5.65131 4.16207 3.76595 3.49675 4.22798 3.68196 3.20765 7.19087 6.65182 3.16249 3.13396 2.84689 2.83276 2.52322 2.1787
threshold=0.0099226339083083107 0.0082998538929736753 -0.00013253663494150467 -25.4478341958432 0.013514052114053881 0.8920207793700049 0.83749597591895164 0.056440850360709595 -0.063772375530631961 0.088699612284977414 -0.019870122108608956 0.00081312096438097739 0.08012925940895832 0.0101009348105512 -0.013504989648070658 0.17662065971654112 0.2066525544667501 -0.17645437755956403 0.050022953054118045 0.039741278609867377 0.051780795791577149 -0.008488954808054068 -0.0063319647471044476 0.0034522155501318596 0.96003017007693148 0.92198557373844314 18.556433025204299
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 5 -5 22 -6 23 21 10 11 -10 -12 -2 -11 17 -17 26 19 -18 -20 -1 -4 25 -9 -3 -15
right_child=13 2 3 4 6 -7 -8 24 9 14 12 -13 -14 15 -16 16 18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=8.4510584875197186e-05 0.023302207124466102 -0.0023319021128737397 -0.017034015076384267 -0.031616519311135897 0.020415587493133804 0.027337007473408462 -0.010383633211083326 0.003328142410256551 -0.011591213400385924 -0.0002278162026012609 0.0012894887286280855 0.00094121512051348213 0.024478704131888889 -0.0060883599155136942 -0.034852945583805035 -0.023725849242797224 -0.013629810751428877 0.030826260030984348 -0.030082114652012118 0.022271697980804965 0.00095821559274713837 0.029687615543412649 0.010869074148206736 -0.037143688239321612 -0.022681024760832821 -0.027347246295818608 0.016739303852084202
leaf_weight=16.142035156488419 23.305078223347664 18.0525963306427 16.811926692724228 29.947492331266403 19.868163079023361 24.871609792113304 34.43298114836216 29.233364269137383 179.72932586073875 14.425288632512091 1511.9076897576451 310.35964561998844 26.67124892771244 22.224637761712074 17.945148229598999 17.478694692254066 19.691044345498085 19.663530722260475 17.94886377453804 46.243975237011909 392.3769413754344 21.383221656084061 24.718996524810791 31.166153758764267 15.982915192842482 24.21103110909462 19.267488494515419
leaf_count=52 68 55 53 91 60 73 106 88 555 49 4439 877 78 65 65 57 59 57 52 133 1221 64 73 91 52 74 56
internal_value=-8.87101e-06 -0.000655632 -0.00884287 -0.00153619 -0.0106808 0.00998955 0.00081035 -0.0180693 0.000392981 8.5184e-05 0.000403108 -0.003646 0.00169629 0.00263077 -0.0196251 0.00174954 0.000341145 0.0130194 0.00123969 0.0114698 -0.000394396 0.0171204 -0.000319918 -0.0255476 -0.00578493 -0.0168109 0.00440655
internal_weight=2946.06 2367.86 269.297 150.651 84.2486 66.4025 54.3011 118.646 2098.56 2061.04 2028.67 490.089 1538.58 578.2 32.3704 554.895 493.74 61.1557 476.261 65.935 410.326 37.5253 41.5309 73.4298 45.2163 42.2636 41.4921
internal_count=8763 6995 816 456 257 199 166 360 6179 6063 5949 1432 4517 1768 114 1700 1522 178 1465 192 1273 116 126 220 140 129 121
is_linear=0
shrinkage=0.05


Tree=217
num_leaves=11
num_cat=0
split_feature=20 17 17 19 10 2 31 9 10 23
split_gain=1.95118 2.53192 2.17916 2.12999 3.927 3.65177 3.25449 2.97909 3.08704 1.25172
threshold=14.004640023949307 2.8981618348204834 2.7397795083678367 0.99938347718865661 69.816146310862436 0.74934920493457302 0.0080755124465676353 -20.68907440524994 64.65192679213699 0.053643839298617442
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -5 -9 -2
right_child=9 -3 -4 7 5 -7 -8 8 -10 -11
leaf_value=0.0011083368621817569 0 -0.028391429651962237 0.028777049912099468 -0.035138644519590048 -0.0028041318638906735 0.018480273802661689 -0.0095550977508693149 0.013884207588996356 -0.010067186109223497 -0.034266258189406117
leaf_weight=631.33654956519604 4.0243063457310182 7.5046997973695388 6.7016080152243367 8.597179036587475 30.338175371289253 57.663662098348141 80.586793851107359 17.794659957289696 53.030006192624569 6.6430069506168365
leaf_count=5872 44 97 65 104 260 518 944 190 577 92
internal_value=6.27536e-05 0.000323177 0.000575204 0.000351342 0.00113248 0.011091 -9.28703e-05 -0.00744479 -0.00396782 -0.0210878
internal_weight=904.221 893.553 886.049 879.347 799.925 88.0018 711.923 79.4218 70.8247 10.6673
internal_count=8763 8627 8530 8465 7594 778 6816 871 767 136
is_linear=0
shrinkage=0.05


Tree=218
num_leaves=31
num_cat=0
split_feature=44 28 38 14 31 38 20 18 39 14 27 19 4 25 24 15 24 5 27 21 7 43 5 31 27 15 39 15 5 7
split_gain=1.91644 5.65684 7.8813 6.49292 5.89078 5.63215 7.77462 6.52978 5.44908 4.46436 5.9788 4.22705 4.07675 5.7771 3.81047 7.85268 5.37066 5.19885 4.69463 6.6025 7.7541 4.59661 4.48866 4.43485 7.51657 8.34107 5.67961 8.62449 5.1438 4.767
threshold=0.60355339059327384 -0.0062402202660889932 0.016131049367720477 2.3016725040780672 -0.0018681918218528073 -0.0096707321070269008 0.68495581208158141 0.25862894495714056 0.011113637416383758 0.93417437282404758 -0.0019578531628950601 0.21221488595438284 0.66967526036674896 -0.0072012312423636237 0.0075491579823724151 0.90309812256711242 0.011947139876288357 0.025139916620315363 -0.0037106383077098889 -0.029085861584053026 63.043816425255251 1.0000000180025095e-35 0.028560568077368897 -0.0029306233284858776 -0.0032864954934651272 0.63696312780327513 0.0025685586456512251 0.61470699916000227 0.027832889760787616 48.25428853634147
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 8 4 12 6 -6 -7 9 11 -11 -2 13 -3 15 23 17 -16 -18 20 -20 -21 -19 24 28 -26 29 -28 -1 -25
right_child=1 3 -4 -5 5 7 -8 -9 -10 10 -12 -13 -14 -15 16 -17 18 22 19 21 -22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.02435929939855954 -0.018051689245590943 -0.01045015727591634 -0.020499831532637128 0.018047129975557703 -0.0047482044621849125 -0.025820177464950425 0.033045981083543813 -0.0040002688687789511 -0.0069494074600503835 0.011948522388170842 0.04440028695899699 0.0094831775790811031 -0.00051062405136887595 -0.046893037512153381 -0.0089844661230026358 -0.014604039891426616 0.01966680030600634 0.030271403079545262 -0.042818823575941509 -0.003127341221697123 -0.0039289500234553944 0.0067461292229604427 0.0089523500728948407 0.020352110959301214 -0.043106525161059665 0.0015725020554898954 -0.001940249528262987 0.013314505247621787 -0.0034165934676309156 0.001229828700163688
leaf_weight=17.554979100823402 16.414421871304512 22.76894199848175 28.148893743753433 30.059086561203003 32.069119453430176 37.261836111545563 23.27521176636219 436.14850265532732 50.067220881581306 49.484984055161476 20.273921683430672 86.712373182177544 19.112485617399216 21.652225434780121 35.776737242937088 96.905637145042419 30.119653671979904 27.841137900948524 18.732821196317673 257.0473914295435 41.268860563635826 217.07700456678867 234.27556231617928 71.861748263239861 24.564580529928207 17.745023876428604 608.90246278047562 109.15706101059914 290.8674518018961 60.66756771504879
leaf_count=51 49 67 84 89 89 103 68 1261 153 156 59 258 56 62 102 281 93 81 56 735 122 650 659 209 72 50 1694 303 871 180
internal_value=-8.44254e-06 -0.00198631 0.00433711 -0.00454597 -0.00570388 -0.00396156 0.011087 -0.00573335 0.00750309 0.011719 0.0215016 0.00503885 -0.0200966 -0.0283913 0.000788961 -0.000919243 0.00336682 0.00879783 0.000489602 -0.00058593 -0.0162048 0.00138314 0.0112465 0.000181615 -0.00454405 -0.0242903 0.00213638 0.000373297 -0.00181204 0.0116438
internal_weight=3033.81 873.449 251.102 622.347 592.288 528.755 55.3443 473.41 222.953 172.886 69.7589 103.127 63.5337 44.4212 2160.37 1298.23 862.139 297.893 564.246 534.126 60.0017 474.124 262.117 1201.32 350.732 42.3096 850.589 718.06 308.422 132.529
internal_count=8763 2554 759 1795 1706 1521 157 1364 675 522 215 307 185 129 6209 3711 2498 842 1656 1563 178 1385 740 3430 1044 122 2386 1997 922 389
is_linear=0
shrinkage=0.05


Tree=219
num_leaves=27
num_cat=0
split_feature=31 27 3 40 30 5 21 31 36 5 5 21 40 39 32 44 40 5 18 38 19 43 21 1 12 39
split_gain=1.95754 6.91117 6.99525 7.85314 6.32648 6.59602 5.62643 6.52555 6.99395 5.54373 5.63707 4.06222 4.46179 6.63587 4.02912 3.98638 10.4838 7.01582 3.83577 7.22537 6.66252 4.50233 4.16477 8.13324 7.17078 2.52076
threshold=0.0044855745590479824 -0.0012126654167657922 0.044520579058186058 0.0047452133317362859 0.0031222472627941097 0.024713127901306982 -0.014860837372442877 0.0037440011830894853 -0.0010390181443433175 0.054675258817487395 0.032708193189229649 -0.011167778145444942 0.005417195094657456 0.0037534145877437621 -0.00079281117150962826 0.37940952255126048 0.016309628848525434 0.082917398927416466 0.96912571741323472 0.036105806496208877 0.95942879463882369 -1.0000000180025095e-35 -0.019719062689450784 0.029533000767505244 0.064144110372399629 0.0055392125211727932
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 11 -4 18 -6 9 8 -8 10 -7 14 13 -13 -3 16 -5 -17 19 22 -20 -22 23 -1 -24 -23
right_child=1 2 3 15 5 6 7 -9 -10 -11 -12 12 -14 -15 -16 17 -18 -19 20 -21 21 25 24 -25 -26 -27
leaf_value=0.013879410135281947 -0.027928635319575696 -0.011234523321531598 0.036112506835072861 -0.0046947159200727388 0.036107145469174991 0.0034023516250684966 -0.033481194043036032 0.020225931236792768 0 -0.0045216119854686624 0.035464235847381446 -0.014631532723412966 -0.024581609897071519 0.019083635908004271 -0.042676028131632487 0.0073382370124656336 0.033726804864318415 -0.012909410698934086 -0.031865158151266192 0.028200463510303916 0.012607500051071153 -0.00015203817117376796 0.00031782913080319461 -0.0064040995656680956 0.014210325912304402 -0.027405457513653815
leaf_weight=55.804209738969803 24.729629546403885 24.693234980106354 15.111514389514921 441.91614765673876 19.395717710256577 21.606394797563553 18.019678682088852 32.917562127113342 111.47661874443293 22.756582051515579 39.340403884649277 29.91890150308609 22.187623277306557 28.247816190123558 18.113152861595154 269.63839726150036 18.375040180981159 50.611455820500851 25.504406481981277 22.817788928747177 29.582606911659241 17.370886161923409 1044.6553749218583 419.23896385729313 101.94761222600937 17.214479744434357
leaf_count=157 82 77 42 1314 55 60 50 95 329 68 108 85 68 85 53 757 58 167 80 67 84 54 3121 1287 302 58
internal_value=-1.10705e-05 -0.00188984 -0.00118061 0.000530365 0.000872984 0.00805938 0.00581495 0.000353902 -0.00467063 0.0163386 0.024204 -0.012266 -0.00554487 0.00166059 -0.0247237 -0.000156649 -0.00314306 0.00411971 -0.000224841 0.000321608 -0.0102908 -0.00160179 -6.93003e-05 -0.00400841 0.00155854 -0.0139012
internal_weight=2943.19 943.543 918.813 795.653 1999.65 265.513 246.117 162.414 129.496 83.7034 60.9468 123.161 80.3543 58.1667 42.8064 780.541 460.291 320.25 1734.14 1644.46 89.6724 64.168 1621.65 475.043 1146.6 34.5854
internal_count=8763 2788 2706 2338 5975 765 710 474 379 236 168 368 238 170 130 2296 1372 924 5210 4934 276 196 4867 1444 3423 112
is_linear=0
shrinkage=0.05


Tree=220
num_leaves=24
num_cat=0
split_feature=4 43 21 30 4 16 29 19 37 19 10 31 1 2 41 2 7 34 35 14 4 1 1
split_gain=1.91813 3.97299 3.07089 3.13873 2.68099 5.37562 3.9991 2.9285 5.07034 3.03444 2.80186 4.21531 2.59629 2.51722 2.48505 2.19377 1.9169 1.49553 1.3715 1.08479 0.659364 0.141707 0.0364957
threshold=0.19875307586768023 -0.91597561503675329 -0.017883630360707638 0.0012349945709197831 0.21826724288616092 0.032257445664954663 -0.011761845572619943 0.32230419211617306 0.00671535372576726 0.29324083583667682 43.98208670458974 0.0018410243990681656 0.079555643443358387 -0.069612818019435849 0.001699421696637538 0.26585303498640872 24.519431528924823 -0.0035423226646794643 -0.0014169770655999556 1.5611677997151565 0.18522635782304056 0.13770964538831579 0.053529618927672121
decision_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 -1 3 12 5 -2 15 8 9 -8 11 -9 22 -4 -12 16 19 -18 20 -6 -15 -17 -3
right_child=4 2 13 -5 6 -7 7 10 -10 -11 14 -13 -14 18 -16 21 17 -19 -20 -21 -22 -23 -24
leaf_value=0.024055739022522213 -0.015201521337043573 -0.03395319780427572 0.014529778180252466 0.027267118969441229 0.029856271117772667 0.051320623930081327 0.0022259369850716349 -0.021677652528635381 0.041624778619266348 0.024875000443241205 0.0053861766267034083 0.0081852255864948969 0.02267861656642374 -0.035346194892017166 -0.0016636615557619845 -0.034796028619282368 0.0050951447256031637 -0.033987901017707656 0 -0.0062127998404254911 -0.011324923252708223 -0.017743321002521271 -0.019202209177219182
leaf_weight=7.9538776502013198 4.9714819714426977 4.8869868218898791 3.8234902676194897 7.5944228731095782 4.3470831736922291 7.2191933058202267 135.81081009656191 34.694761138409376 9.8873535767197591 16.615391988307238 180.8669762853533 17.531883098185062 3.2742713745683423 21.701761621981863 403.02357886452228 11.112257730215786 3.5839924477040759 6.3475188724696627 4.1558386683464077 3.518434239551425 4.1781788412481538 3.3185090105980626 3.4804717041552067
leaf_count=90 58 66 60 70 52 82 1202 347 77 133 1466 146 59 312 3956 152 69 103 48 54 50 61 50
internal_value=6.91912e-05 -0.00847544 -0.0134788 0.00223682 0.00069496 0.0238824 0.00034581 0.00104962 0.00704403 0.0047423 -0.000472934 -0.011561 -0.0137589 -0.0225347 0.000512095 -0.0168855 -0.00475355 -0.0194753 -0.0274514 0.0132186 -0.0317191 -0.0313678 -0.0287072
internal_weight=903.899 61.0493 53.0954 19.2362 842.849 12.1907 830.659 798.431 162.314 152.426 636.117 52.2266 11.6417 33.8593 583.891 32.2278 17.797 9.93151 30.0358 7.86552 25.8799 14.4308 8.36746
internal_count=8763 805 715 245 7958 140 7818 7327 1412 1335 5915 493 175 470 5422 491 278 172 410 106 362 213 116
is_linear=0
shrinkage=0.05


Tree=221
num_leaves=31
num_cat=0
split_feature=31 28 31 28 5 5 33 28 37 5 21 1 28 21 28 40 30 32 12 5 12 7 42 38 30 30 28 12 41 38
split_gain=1.9005 8.80263 6.36832 6.71926 7.20122 8.38976 9.65577 6.53428 5.57236 5.22355 13.6023 10.2874 9.69481 9.39038 8.48854 10.1139 10.6292 7.522 7.06887 9.13822 5.67625 5.01648 7.37601 4.91695 5.36967 8.36631 7.27908 6.66806 4.58912 4.4681
threshold=0.004329149762212753 0.019913795886151511 0.00093942940457225404 0.019913795886151511 0.019539266742765484 0.024713127901306982 0.0083399852846014668 -0.00471321995423461 -0.011095725113269892 0.040467460237013496 -0.017510030859844938 0.025164486777318702 -0.03944444709354044 -0.0084521266734920875 -0.026280887284001398 0.016309628848525434 -0.0032891123978247725 -0.00081642389257202848 0.061998180678136221 0.045864380314610605 0.03053844912514778 86.211288421990417 0.68252049325496034 -0.015183370965050456 0.0078816678395305321 0.0062809168753362099 0.039073950988631402 0.035193654644720511 0.0006171234229816442 0.012685849021873421
decision_type=2 2 2 2 2 2 2 2 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 28 9 7 -5 -6 -7 8 -4 10 11 -1 -13 17 18 16 -16 -12 19 -11 -15 22 -9 -3 25 27 -26 -25 -2 -20
right_child=1 23 3 4 5 6 -8 21 -10 14 13 12 -14 20 15 -17 -18 -19 29 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.021117543740189086 -0.011907364287032643 0.019765115198976783 -0.014211017541945174 0.032176946896585339 -0.025208577926476405 0.03030155055885066 -0.0017611974614720775 -0.0091747862506544823 0.014282982427785796 -0.014361727958238261 0.012107424563803783 -0.016488154664020201 0.020770653009489614 0.017786483046877962 -0.01791059436694822 0.029532717330364375 -0.00011172914598601826 -0.0078826637679258807 0.0010606117899856721 0.020810977844081393 -0.004523187846864625 0.012161583455793571 -0.027480600790547888 0.01956511608243143 0.014108644790931527 -0.019721530848491896 -0.0010687043471386277 -0.006127453145867808 0.014757893174150015 -0.019815687848554579
leaf_weight=18.801426514983177 17.710813164710999 29.089567542076111 27.4258653819561 16.954919636249542 32.178778618574142 26.558666497468948 195.54286183416843 168.79847776889801 45.164537504315376 22.934905990958214 55.251627892255783 19.016862064599991 188.31225360929966 90.135938256978989 177.46914051473141 17.314756721258163 160.05728960037231 308.94935585558414 205.34541688859463 90.641405314207077 41.169368267059326 17.638873785734177 82.675894737243652 33.072084471583366 94.795617058873177 87.622660934925079 469.26177432388067 105.69301837682724 155.98994787037373 29.138582661747932
leaf_count=53 50 89 77 47 89 77 547 472 130 66 154 55 539 263 504 54 446 893 624 310 114 53 248 94 274 247 1366 294 442 92
internal_value=-8.23711e-06 0.00178329 -0.000884073 -0.00514642 0.000712426 -0.00137774 0.00206224 -0.0098105 0.00344395 0.000946619 0.00393694 0.0140966 0.0173228 -0.000691387 -0.00211642 -0.0075617 -0.0094876 -0.00483382 0.00342116 0.013658 0.0107554 -0.0134043 -0.0152215 -0.000378311 -0.00112835 -0.00763508 0.00147519 0 0.012005 -0.00151965
internal_weight=3030.71 993.235 2037.48 612.939 271.235 254.28 222.102 341.704 72.5904 1424.54 721.637 226.131 207.329 495.506 702.901 354.841 337.526 364.201 348.06 113.576 131.305 269.113 251.474 819.535 790.445 226.388 564.057 138.765 173.701 234.484
internal_count=8763 2856 5907 1740 760 713 624 980 207 4167 2071 647 594 1424 2096 1004 950 1047 1092 376 377 773 720 2364 2275 635 1640 388 492 716
is_linear=0
shrinkage=0.05


Tree=222
num_leaves=15
num_cat=0
split_feature=1 31 30 31 27 43 1 1 20 43 20 13 37 20
split_gain=1.92058 2.77566 2.80575 4.35382 3.96985 8.36117 8.09133 4.14616 3.57987 3.08897 2.61566 2.59097 4.2526 3.6184
threshold=0.28472972050346751 0.021325839060730514 0.013839707982852459 0.013692710503463171 0.019131773324412498 -0.60355339059327362 0.11805600551305863 0.10617722337975381 0.66134278537391444 -0.5 0.46656328648531925 2.3803679159788023 0.053590868664437526 -0.38791114092647722
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 -4 -6 -7 -5 -8 -3 12 -1 -13
right_child=-2 10 4 8 6 7 9 -9 -10 -11 -12 13 -14 -15
leaf_value=0.00017392740111564899 -0.015131712108956617 0.025202094638697187 -0.036043082738126085 0.033455330214862362 0.032662477757390368 0.0050863784104628442 0.0078751731555533628 -0.01849879945537071 0.00150248518021698 -0.015044990526082417 0.00019676430665454007 0.0019192262370596293 0.023859299382989422 -0.019743771612805713
leaf_weight=2560.0449394285679 20.75562858581543 21.123948857188225 27.54894445836544 17.809345081448555 17.188805758953094 48.038271620869637 23.798496179282665 30.120378956198692 17.861851707100868 37.366464629769325 21.425309643149376 37.623173207044601 18.998778775334358 38.593971468508244
leaf_count=7583 68 67 82 51 49 137 80 96 50 136 62 112 62 128
internal_value=-1.10391e-05 9.53318e-05 -9.07725e-05 0.000316067 -0.00606276 -0.012388 0.00241183 -0.00395089 0.0176441 -0.00604714 0.0127581 8.07413e-05 0.000351265 -0.00899622
internal_weight=2938.3 2917.54 2874.99 2690.93 184.061 105.708 78.3538 78.1587 35.6712 61.165 42.5493 2655.26 2579.04 76.2171
internal_count=8763 8695 8566 7986 580 315 265 233 101 216 129 7885 7645 240
is_linear=0
shrinkage=0.05


Tree=223
num_leaves=28
num_cat=0
split_feature=35 20 19 43 31 31 42 15 35 25 39 11 32 20 21 41 43 8 38 38 8 44 28 41 25 33 33
split_gain=1.89566 2.03096 1.85212 3.28378 3.22555 4.18648 4.59919 3.19913 5.40193 4.37262 5.89224 4.02756 10.567 3.49322 3.1426 2.69678 2.60341 4.22438 2.90095 1.95208 1.79652 1.1903 1.85726 0.990402 0.697078 0.392013 0.0791108
threshold=-0.027390255266718896 -1.5384204527144318 0.96278875959964283 0.60355339059327384 0.00065425259942504348 6.0924743839896804e-05 0.94814662363004654 1.0969356899530494 0.004245564139238934 0.00052296326152679944 0.0088369239967935817 0.9049846845144921 0.0028225533105733654 -2.7740007274568468 -0.014604871610926677 0.00097664627516815742 1.0000000180025095e-35 104.02582178904204 0.047663525489199839 0.0078209352801369442 -102.340947605428 0.25881904510252057 0.028549084205448969 0.006272621379039678 -0.00032149208245367257 0.012747612206622846 0.0125486060814339
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 6 -4 13 11 -10 -11 19 -13 20 24 -16 18 -18 -15 -9 -2 22 -5 -3 -6 -22 -24
right_child=2 23 3 21 14 -7 -8 8 9 10 -12 12 -14 16 15 -17 17 -19 -20 -21 25 -23 26 -25 -26 -27 -28
leaf_value=0.013577054094627984 0.0062074464078421647 0 -0.0094039336663976833 0.0066253297601647004 -0.0070652743637340245 0.052505477942179891 0.043016552445125707 0.023963077456111703 0.034114430160387586 -0.028045206359256825 0.017078575810222554 0.075207534034960874 0 0.003068467138372665 0.020990129327562706 -0.0067843141622146233 -0.0030458960079870583 0.043247516481833573 0.029716047608305447 -0.013401272413974138 -0.035905442482699029 -0.034760348575638998 -0.033809795457790122 -0.034253404684449748 -0.034511561434191693 -0.016332381564727983 -0.016903826036093188
leaf_weight=3.9151077773422029 4.4458126071840551 2.7940464653074732 16.724591938778765 6.9005426354706305 3.6737527921795854 5.3831717595458022 5.4476590827107421 6.9842496328055841 6.8614002652466288 17.875493369996551 11.884774276986716 10.292528554797174 8.248327471315859 340.6460700891912 10.667482834309338 45.78482317365706 319.74142732471228 4.894101668149232 10.489162726327775 6.6554416008293629 9.2328187562525255 10.206926144659517 4.8749080915004015 9.6329287961125356 10.457097178325053 5.5654062405228606 3.0562007762491703
leaf_count=59 44 41 172 78 48 43 41 49 57 157 125 59 75 2943 87 494 3211 50 128 59 84 132 61 180 161 76 49
internal_value=7.74574e-05 -0.0167378 0.000394753 -0.00528414 -0.00109906 0.0133182 0.00338645 0.00131768 0.011596 -0.00141495 -0.00986071 0.026516 0.0416678 0.000291469 -0.00680913 -0.00141968 0.000898123 -0.00231949 0.00388696 0.00540252 -0.0206477 -0.021419 -0.0117316 -0.0267198 -0.0278272 -0.0290389 -0.0282094
internal_weight=903.336 16.3421 886.994 123.177 98.1386 27.5554 22.1723 763.817 68.8022 36.6217 29.7603 32.1805 18.5409 695.015 70.5832 56.4523 675.771 324.636 351.135 13.6397 19.244 25.0386 14.8317 12.427 14.1308 14.7982 7.93111
internal_count=8763 280 8483 1366 1046 256 213 7117 581 339 282 242 134 6536 790 581 6332 3261 3071 108 204 320 188 221 209 160 110
is_linear=0
shrinkage=0.05


Tree=224
num_leaves=26
num_cat=0
split_feature=14 9 42 2 14 23 43 21 2 38 35 8 43 14 14 22 32 16 40 38 40 4 40 20 16
split_gain=1.88591 2.49396 3.70114 4.94623 2.1832 3.17277 4.7918 3.84356 5.21699 2.94812 2.38882 3.911 3.61688 5.7239 5.1795 3.59213 6.35755 8.28979 7.14635 6.01677 3.53047 2.44409 2.06303 1.87986 1.54571
threshold=0.10415569540693335 -39.242720030769043 0.52717883761104012 0.48675452257732593 0.20137802797167201 0.034664533820067012 -0.5 -0.020098067407221518 0.51510323065599384 -0.0071549865847675967 -0.0065857029544268966 -104.62236596834869 1.0000000180025095e-35 0.24707272032894162 2.3016725040780672 0.2122420017037889 -0.0013539319076477537 0.041923126899235115 0.0055470531395805499 -0.002661698601255091 0.011516926584536539 0.22286843398222392 0.0064682002196762055 0.61217505568642727 0.026539351768751593
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -2 -9 -8 15 21 13 -13 -14 19 17 -17 -18 20 -6 -12 -3 -5 -4
right_child=4 22 24 23 10 6 9 8 -10 -11 11 12 14 -15 -16 16 18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.011344612219613021 -0.018376879445516976 0.0034126896629201515 -0.0013907222624029447 0.008738549260678654 -0.0014327212625405801 0.0065989067294580208 -0.0062032140848073186 -0.0058253793704572364 0.025762977724763034 -0.030152843294221965 -0.0034918048479228299 0.01933752583290135 0.00095266291074303172 -0.0030604906532261866 0.018922487130405577 0.037172488772656824 -0.018065407626826173 0.0013735589933775733 0.0067170907482307328 -0.022372230412107636 0.011705882409196511 -0.028642524879774589 0.02654658213529101 0.031681846902317568 -0.019747320492932721
leaf_weight=17.409828081727028 17.987233072519302 18.25939866900444 31.480210274457932 18.195446625351906 241.29176001250744 21.585752844810486 21.651110604405403 28.720906138420105 23.562192320823669 34.065379753708839 19.688161015510559 29.160925194621086 941.61553474515676 1061.9969609230757 41.842204704880714 34.936658352613449 34.419770419597626 30.605003699660301 183.05187761038542 29.225810617208481 64.647102937102318 19.944597467780113 21.794506788253784 19.235354334115982 18.57062691450119
leaf_count=53 50 52 89 52 698 64 64 81 65 96 56 82 2747 3058 132 99 96 88 535 81 194 57 66 54 54
internal_value=-1.0757e-05 0.00555053 0.00144011 0.0104442 -0.000292566 -0.00621428 -0.0132039 0.00141152 0.00833696 -0.0209635 2.56393e-05 -0.000771935 -0.000471831 -0.00245561 0.00172414 0.00276122 0.00690963 0.0205597 0.00276522 -0.00072781 0.00133014 -0.0163146 0.0161598 0.0207151 -0.00832716
internal_weight=3024.94 144.945 104.891 54.8406 2880 147.573 77.3022 70.2703 52.2831 55.7165 2732.43 2114.25 2074.62 1091.16 983.458 618.178 283.013 65.5417 217.472 335.165 305.939 39.6328 40.0539 37.4308 50.0508
internal_count=8763 420 302 159 8343 420 224 196 146 160 7923 6132 6019 3140 2879 1791 818 187 631 973 892 113 118 106 143
is_linear=0
shrinkage=0.05


Tree=225
num_leaves=16
num_cat=0
split_feature=20 28 28 10 7 31 27 10 32 28 31 40 18 43 7
split_gain=1.93528 4.22083 5.16465 3.57173 2.6229 2.55567 3.18237 5.70262 5.52756 4.03708 4.02439 2.85828 2.39438 1.5902 1.54481
threshold=4.7764982782858256 0.023185633735225922 0.045904068984946082 29.232579593867673 92.950647405889342 0.021325839060730514 0.013542136649410971 75.81671507634735 0.0038480417263824182 0.087587081252435903 0.018500982756248667 0.015169236847580049 0.67255204016204861 -0.60355339059327362 87.964175711457401
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 6 9 10 -9 11 -8 -1 -7 -5 -4
right_child=1 2 14 13 -6 12 7 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.00028060159049412002 -0.0015242400401072592 -0.027480734970620396 -0.0022390520476379201 0.034221696236041203 -0.016373676951676151 0 -0.021964251686862574 0.01495097397900968 -0.01242042890017772 0.019916124274877104 -0.00048426544534804685 -0.0079691237532844798 0.025055369218172491 0.014428274514248995 0.016859724504692527
leaf_weight=2437.7558756172657 22.067482069134712 16.319674700498581 25.612496510148048 18.559511482715607 25.004745528101921 19.379228264093399 65.418658368289471 43.900203853845596 31.525686867535114 25.409740954637527 33.413162112236023 109.60784219205379 19.253514975309372 25.888717412948608 17.493649274110794
leaf_count=7191 69 54 73 52 80 56 207 135 128 72 95 362 63 76 50
internal_value=-9.29292e-06 0.00605016 -0.00356437 0.0147074 -0.000282792 -0.000135979 -0.000317571 -0.0068552 0.00344308 0.000123537 -0.0147606 -7.27033e-05 0.0126148 0.0228636 0.00541711
internal_weight=2936.61 125.942 59.4258 66.5157 2810.67 2785.66 2747.03 174.258 75.4259 2572.77 98.8318 2547.36 38.6327 44.4482 43.1061
internal_count=8763 374 177 197 8389 8309 8190 565 263 7625 302 7553 119 128 123
is_linear=0
shrinkage=0.05


Tree=226
num_leaves=21
num_cat=0
split_feature=20 21 42 37 5 5 21 30 28 39 21 27 34 28 31 40 27 1 43 39
split_gain=1.85398 1.87647 4.53747 3.93777 4.4723 4.28298 2.01591 7.24171 6.16646 5.19487 2.50997 2.27663 2.53115 2.2255 3.65601 3.12677 1.56647 1.24773 0.897507 0.187567
threshold=14.004640023949307 -0.030690498803829982 0.60807448166783973 -0.024574642408115129 0.044220422487232146 0.067330068449149558 -0.025449332415642126 0.0084092578100736833 0.048356399128317816 0.0086443395119349137 -0.022014342010346934 -0.0039406021352942642 0.00093150910408645881 -0.044814163165474104 -0.0023257845935246136 0.018518991197039602 0.0021458036646399598 0.065726019531380839 0.91597561503675362 0.0062771364783679737
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 16 -6 7 8 9 -3 11 -8 -13 15 -15 -12 -5 -2 19 -4
right_child=17 6 18 4 5 -7 10 -9 -10 -11 13 12 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.033968410315263882 0.00011448448612438032 0.017930628786721869 -0.015318660022804973 -0.034905635334414736 0.031809599062902802 -0.0074497124946598077 -0.034441986408529482 -0.034069508687662363 0.05414963529803668 -0.024373288369799392 -0.025406436939297755 -0.015533835105971248 0.0066234782388393644 0.0087963533146464459 -0.00021570734202079898 0.017671961009782237 0.00076789976056191082 -0.034151290156501708 -0.00031737102022492058 -0.034350075179889694
leaf_weight=6.8612304627895346 3.9764362014830095 32.94716589897871 2.8190424591302934 6.6371771730482561 18.505314540117983 10.752274859696625 7.9313801862299433 7.9356883466243735 9.0587900225073081 9.1265545822679979 16.498574195429686 28.55547209456563 22.972371511161327 141.58723574411124 542.23593073524535 5.4249726179987183 5.1661039292812347 6.47207285836339 3.0026419572532168 14.582951981574295
leaf_count=112 43 257 43 68 172 146 110 127 65 111 311 263 222 1272 4912 67 46 93 50 273
internal_value=7.25812e-05 0.00032433 -0.00762368 0.000695466 0.00667769 0.0172351 0.000990076 0.0098845 0.0168569 0.00859955 0.000295757 -0.00955229 -0.00556502 0.00113378 0.00164396 -0.0144878 -0.0189966 -0.0207591 -0.0273139 -0.0316579
internal_weight=903.049 892.601 68.3267 47.9221 41.0609 29.2576 824.274 59.0682 51.1325 42.0737 765.206 59.4592 51.5278 705.747 683.823 21.9235 11.8033 10.4485 20.4046 17.402
internal_count=8763 8627 910 544 432 318 7717 560 433 368 7157 595 485 6562 6184 378 114 136 366 316
is_linear=0
shrinkage=0.05


Tree=227
num_leaves=12
num_cat=0
split_feature=16 1 16 26 37 40 1 3 38 3 16
split_gain=1.82359 3.5672 3.4937 3.16867 5.32203 2.97817 6.85021 6.42412 5.0424 6.61143 4.45568
threshold=0.0070184647095794042 0.013179427324124379 0.010655420698068692 -0.0010542883257549727 0.0012081375274098918 0.0030713528812234682 0.019661044564810874 0.02976462485854486 0.0067093050062737589 0.026017095402800835 0.014718571590183931
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 8 10 -8 9 -4 -7
right_child=1 2 5 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.014846219139879838 0.018053022461892023 -0.029451451347682917 0.019165966259719298 0.01247764395420287 -0.025439256779457409 0.0070441384668796653 0.019516300072039739 -0.00026543103424232377 -0.03295401272587082 -0.017772940232897168 0.034899740862968563
leaf_weight=20.477775722742081 27.285333901643753 18.371186107397079 21.058332711458206 21.077522099018097 16.253885477781296 44.146190613508224 41.563784077763557 2745.0202811136842 17.84056943655014 28.16142438352108 21.689984053373337
leaf_count=70 91 54 64 62 51 124 123 7909 69 85 61
internal_value=-1.10025e-05 8.90042e-05 -7.46641e-05 -0.0124687 -0.00392144 0.000160517 0.000407227 2.85224e-05 -0.0102439 -0.00186069 0.0163361
internal_weight=3022.95 3002.47 2975.18 55.7026 37.3314 2919.48 2852.42 2786.58 67.0603 49.2198 65.8362
internal_count=8763 8693 8602 167 113 8435 8217 8032 218 149 185
is_linear=0
shrinkage=0.05


Tree=228
num_leaves=30
num_cat=0
split_feature=40 40 17 5 12 23 31 33 33 5 43 5 16 11 10 14 2 12 38 5 33 5 35 40 5 23 23 4 32
split_gain=1.85395 8.04768 8.61674 6.8588 6.66336 7.43135 15.1794 9.1026 6.23087 7.05003 7.01395 5.8034 16.0007 8.30682 8.22938 7.11022 7.998 6.70828 5.27028 5.24521 5.16603 6.51089 4.96891 5.47828 4.65923 4.35328 3.72135 2.62451 1.96407
threshold=0.0089614027083354288 0.0071893298592540511 -1.4041676960368277 0.050022953054118045 0.045048355393999033 0.044481947939950077 -0.0041845939698057265 0.012231114281625226 0.01323373103775629 0.031907235632771348 -0.37940952255126059 0.040467460237013496 0.041446176229919696 -0.23805311480145847 68.332716513005678 0.4163109460327426 0.89001982624359177 0.050941475652688049 0.0061352708338233706 0.037201834110429523 0.011589566990616374 0.057396469418112245 0.0060274148526587865 0.0095719425138257076 0.044475786339977778 0.039566399202721099 0.049296585862196422 0.14763366271840903 -0.0019368788342416959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 27 8 -2 6 25 -7 9 -4 -10 12 14 -13 17 24 -17 -1 28 -16 -5 -22 23 -9 -15 -6 -24 -3 -8
right_child=4 2 3 20 5 7 18 22 10 -11 -12 13 -14 15 19 16 -18 -19 -20 -21 21 -23 26 -25 -26 -27 -28 -29 -30
leaf_value=-0.00090883480073592783 0.030824277822051178 0.02641111170438213 0.015445117066475771 0.0042497449809835329 -0.033332944217058146 -0.028567182839633665 0.048921880956625863 0.014193835136051269 0.036189527534137643 -0.012824899019844602 -0.0025986363628797337 -0.031924049855387965 -0.041208432722635524 0.003502299787878234 0.0070649467925595804 0.014067552510964247 -0.003629603289618605 -0.031340775909830546 0.0093368365203552444 0.033324125857465983 -0.030898722948782632 -0.011172502698995475 -0.018040144876200741 -0.0047628825824504763 -0.02939302829173453 0.002989131794622259 0.0074655673558513746 0.0031412063470292123 0.02674523503912421
leaf_weight=1087.856909327209 19.483459539711475 20.41307258605957 26.918568849563599 28.38578125834465 15.793651834130285 27.759125158190727 20.555630594491959 42.272204160690308 19.605092123150826 117.37748773396015 27.971284255385399 13.770246908068655 23.99917796254158 22.712125062942505 96.657918095588684 262.86018131673336 83.722468495368958 18.331482395529747 28.316120013594627 23.880129739642143 67.346660748124123 114.03645951300859 14.981208235025404 371.52567690610886 19.938818857073784 16.646725654602051 247.21060955524445 31.094572991132736 23.529568716883659
leaf_count=3185 60 61 80 92 52 92 57 124 56 350 81 43 70 64 279 741 258 55 80 67 205 371 44 1158 57 51 765 98 67
internal_value=-8.43731e-06 -0.000797966 -0.00670172 -0.00917832 0.00199419 0.0012896 0.0137036 -0.000554374 -0.00231367 -0.00750943 0.0133226 0.000817043 -0.000860882 0.00603582 -6.41685e-05 0.00739946 0.00977829 -0.00142045 0.026452 0.012332 -0.0154294 -0.0185373 0.000592616 -0.00281129 -0.0117917 -0.0145888 0.00598283 0.0124935 0.037286
internal_weight=2934.95 2106.88 453.149 401.641 828.074 808.591 104.842 703.749 191.872 144.296 47.5764 1653.73 1250.73 403.004 1226.73 389.234 346.583 1106.19 72.4013 120.538 209.769 181.383 675.99 413.798 42.6509 32.4404 262.192 51.5076 44.0852
internal_count=8763 6213 1394 1235 2550 2490 307 2183 567 430 137 4819 3656 1163 3586 1120 999 3240 204 346 668 576 2091 1282 121 103 809 159 124
is_linear=0
shrinkage=0.05


Tree=229
num_leaves=24
num_cat=0
split_feature=15 21 18 20 38 27 25 7 21 30 8 30 15 21 27 34 19 15 44 28 14 19 21
split_gain=1.83114 1.73129 4.82315 5.03829 3.45322 2.75563 4.06437 2.32608 1.91594 6.84933 5.63501 7.06225 5.7049 2.32461 2.21157 2.39379 2.04793 4.58281 4.03264 1.40834 0.663556 0.256189 0.18518
threshold=-0.37362373751579908 -0.030690498803829982 0.4579704868562639 0.81733215133693593 -0.00027746816990609208 -0.00083594430708527391 -0.0013012457262725039 46.913098950980618 -0.025449332415642126 0.0084092578100736833 -26.003907800239329 0.0038668273479728842 0.035126375528553418 -0.022014342010346934 -0.0039406021352942642 0.00093150910408645881 0.94127812873854266 1.0969356899530494 1.0000000180025095e-35 -0.015405536795552701 1.3888028585044434 0.94439553790148301 0.0015513744882814388
decision_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=22 2 3 4 7 6 19 -2 9 10 12 -12 -3 14 -10 -16 17 -15 -18 -4 -5 -7 -1
right_child=1 8 5 20 -6 21 -8 -9 13 -11 11 -13 -14 16 15 -17 18 -19 -20 -21 -22 -23 -24
leaf_value=-0.032611247536837716 -0.020075770269409605 0.030166410740031832 -0.033925352267695066 -0.034022851217291733 0.03774199398619258 -0.034650229671017989 0.040518620272168099 0.023144906095058426 -0.034341162948958247 -0.03397613117509355 0.013491509465397525 0.064602120065289981 -0.02785332485772862 0.00088609530990738875 -0.01521424401523098 0.0063580484710868274 0.0029712885093858285 0.016297539459748073 -0.014712678217678316 0.0038366932830447421 -0.0043572483214845128 -0.013786508753963856 -0.0098839283191506696
leaf_weight=4.3716038521379224 6.6555209010839462 6.5829531885683563 6.3525017797946921 6.2231418546289188 11.622157521545887 17.774274807423357 3.7436967361718407 5.6729099676012993 7.6379554066807023 7.6901425551623097 24.212931856513023 9.5273223854601365 11.344162549823521 526.2882438339293 28.197161678224802 23.102889763191342 74.43659095838666 53.124336808919907 56.272140335291624 3.6133734285831443 3.3276459854096174 2.7279821857810012 2.1912906263023615
leaf_count=103 79 74 97 93 87 291 46 54 108 127 204 61 91 4780 263 222 739 421 623 40 49 70 41
internal_value=7.19575e-05 0.00027162 -0.00740134 0.00596233 0.0183118 -0.0206124 -0.00281798 0 0.000905646 0.00955518 0.0161841 0.0282198 -0.00622159 0.000230401 -0.00929444 -0.00540845 0.00102917 0.00231031 -0.00460914 -0.019835 -0.0243572 -0.0321972 -0.0260355
internal_weight=902.693 896.13 67.7132 33.5014 23.9506 34.2118 13.7096 12.3284 828.417 59.3575 51.6674 33.7403 17.9271 769.059 58.938 51.3001 710.121 579.413 130.709 9.96588 9.55079 20.5023 6.56289
internal_count=8763 8619 906 362 220 544 183 133 7713 557 430 265 165 7156 593 485 6563 5201 1362 137 142 361 144
is_linear=0
shrinkage=0.05


Tree=230
num_leaves=24
num_cat=0
split_feature=14 26 25 44 2 24 5 14 23 43 21 26 3 21 31 30 12 27 21 5 43 32 2
split_gain=1.79055 3.51832 2.39539 2.70389 3.9139 2.12396 2.05312 2.01412 2.95666 4.49048 3.59565 5.37112 2.64395 2.27714 3.84992 5.28308 10.3081 8.55233 3.55984 5.36756 3.56312 6.90851 4.26695
threshold=0.10415569540693335 -0.0015691826126142891 -0.0074436337453121009 1.0000000180025095e-35 0.53619565101344235 0.0033583583543126704 0.035279023520506991 0.20137802797167201 0.034664533820067012 -0.5 -0.020098067407221518 -8.3915302138137519e-05 0.07428576910961289 -0.019171047732634675 0.020251194757876595 0.0090074921655491028 0.062752122255472539 0.0033569822787684949 -0.018560309587749912 0.038945454713172005 -1.0000000180025095e-35 0.0025690610709303689 0.024389310306721441
decision_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 6 -3 4 -4 -5 -1 8 10 -10 -2 -12 -11 14 15 17 -17 -9 19 -15 22 -22 -20
right_child=7 2 3 5 -6 -7 -8 13 9 12 11 -13 -14 18 -16 16 -18 -19 20 -21 21 -23 -24
leaf_value=0.0058292145320729119 -0.017750143360636444 0.026508630725483602 0.029861573819242839 0.009365589008597297 -0.00087864615096087592 -0.012481180697530327 -0.016692900014899714 0.0042266623530779436 0.0064442703551259098 -0.029500605524431536 -0.0085659027305728698 0.023382457802212233 -0.0070260662313055963 0 -0.018232025648977711 0.028998112740845235 -0.001203875186479313 -0.008974480440867948 0.013663613029366084 -0.032035030698508209 -1.433200265798045e-05 0.013028240092814279 -0.0036111601109445456
leaf_weight=17.325057223439217 17.993033081293106 18.788593277335167 22.496257707476616 21.31621116399765 18.53598327934742 22.885061681270599 23.313416346907616 525.913415402174 21.552235379815102 32.436318889260292 24.879858493804932 27.367603808641434 23.169203072786331 30.047186121344566 22.214183926582336 52.535735577344894 60.316903948783875 159.79768523573875 37.131805375218391 22.677619561553001 863.03128234297037 114.85347374528646 840.59357963502407
leaf_count=50 50 55 69 62 52 64 68 1516 64 90 70 76 70 84 68 147 174 459 112 67 2506 366 2424
internal_value=-1.16503e-05 0.00541257 0.0103032 0.00664546 0.015885 -0.00183528 -0.00697776 -0.000286353 -0.00597748 -0.012734 0.00138087 0.00808607 -0.0202553 1.93982e-05 0.00222329 0.00280078 0.0128249 0.00114213 -0.000925947 -0.0137288 -0.000558755 0.00151359 -0.00287319
internal_weight=3021.17 144.661 104.022 85.2335 41.0322 44.2013 40.6385 2876.51 147.398 77.1578 70.2405 52.2475 55.6055 2729.11 820.778 798.564 112.853 685.711 1908.33 52.7248 1855.61 977.885 877.725
internal_count=8763 420 302 247 121 126 118 8343 420 224 196 146 160 7923 2364 2296 321 1975 5559 151 5408 2872 2536
is_linear=0
shrinkage=0.05


Tree=231
num_leaves=31
num_cat=0
split_feature=28 5 4 28 30 21 5 5 21 28 12 15 40 33 30 1 32 4 27 33 40 2 7 19 1 12 28 29 28 3
split_gain=1.8616 5.26035 5.01541 4.24235 8.04057 9.00207 9.44247 7.75349 5.56301 5.77787 5.73667 7.67293 5.27274 5.09568 4.70523 12.8341 8.40301 8.2488 7.58646 6.87463 10.1509 5.90597 4.89179 4.22584 4.22387 5.98153 4.86962 4.11328 2.89386 2.89047
threshold=-0.054691144646274253 0.047746888731244989 0.65072809581017554 -0.015405536795552701 -0.0038431416892545918 -0.02868735379864806 0.043001043425639381 0.090174701614280914 -0.041676306657786773 0.072382595847080969 0.07358339024779055 1.2069523251863064 0.0089614027083354288 0.0093040799056287784 -0.0056923138300016803 0.053529618927672121 -0.00075012373788245067 0.70785525883911482 0.00049153243620074906 0.018888501636718572 0.0066524909854465044 0.35992382117156141 43.803929270362197 0.58144609312549955 0.11228439925263896 0.093356273582339097 -0.111443528074976 -0.028686874569086526 -0.076246129466940524 0.085620519059741593
decision_type=2 2 2 2 2 2 2 2 2 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 24 14 5 -5 13 -8 9 -6 12 -12 -10 -7 16 18 19 21 22 20 -2 -17 -16 -18 26 -26 -3 -27 -4 -28
right_child=3 2 28 4 8 6 7 -9 10 -11 11 -13 -14 -15 15 17 23 -19 -20 -21 -22 -23 -24 -25 25 27 29 -29 -30 -31
leaf_value=0.029615473805632495 0.010625699951892668 0.011465668081206708 0.005485131219520838 -0.0229072700532892 0.031067106908132393 0.017131454064600097 0.031447043328022818 -0.002381903443727545 -0.0011030955707141169 -0.0048789947040773773 -0.015336255371729019 0.021011431082466402 0.0065107991928200735 -0.012559627763312837 -0.011985893597940035 0.0083801583543691403 -0.030549723205126764 -0.0074976080984061168 -0.03290376503661209 0.024917248630447975 -0.021285145355690378 0.044963697738733689 0.0082194809861811571 0 0.022997585543371404 0.011021568793339634 -0.00013949366589171034 -0.017651490955430834 0.032717695374269759 -0.025608331195928358
leaf_weight=18.899078726768494 42.685733526945114 18.110505595803261 22.665185198187828 17.706400543451309 27.882502198219299 23.508060857653618 77.014122769236565 21.343885615468025 1693.9197524040937 18.218005672097206 116.62922921031713 16.386697486042976 262.52054050564766 37.081106886267662 67.347846500575542 19.342326283454895 56.609120137989521 21.355723455548286 25.753548383712769 18.830424398183823 59.177953526377678 27.00101500749588 53.557376235723495 14.239546358585356 30.983351185917854 22.273367017507553 16.154471233487129 27.97605599462986 17.841748550534248 38.882136687636375
leaf_count=55 122 54 69 54 80 67 215 66 4960 53 368 56 771 113 199 54 228 64 77 54 217 75 156 49 97 63 56 96 58 117
internal_value=-7.48548e-06 0.0044821 0.00200522 -0.000362593 0.000463123 0.0107126 0.0145013 0.0240603 -0.00038284 0.0167739 -0.000764553 -0.0108085 -7.86061e-05 -0.000948117 -0.00507755 0 -0.0107703 0.0180036 -0.00829978 -0.00269398 -0.00786664 0.0298534 -0.0029948 -0.024435 -0.00207724 0.00572767 -0.0108092 -0.00484603 0.0176542 -0.0182372
internal_weight=2931.9 213.786 194.887 2718.11 2312.21 176.654 158.947 98.358 2135.56 46.1005 2089.46 133.016 1956.44 60.5892 405.901 214.358 191.543 67.6991 146.659 120.694 101.864 46.3433 120.905 70.8487 154.38 81.2328 73.1471 50.2494 40.5069 55.0366
internal_count=8763 665 610 8098 6803 515 461 281 6288 133 6155 424 5731 180 1295 625 670 193 432 393 339 129 355 277 483 256 227 159 127 173
is_linear=0
shrinkage=0.05


Tree=232
num_leaves=16
num_cat=0
split_feature=15 21 42 38 33 26 41 28 28 31 43 33 34 19 21
split_gain=1.75573 1.6177 3.1387 5.0588 2.42447 2.93696 1.67691 2.44538 3.35247 5.21814 3.96551 2.71643 0.562854 0.282385 0.185652
threshold=-0.37362373751579908 -0.034285373851221171 0.60807448166783973 0.029128408847838076 0.01802441896306238 -0.014440088494243528 0.024904675947333487 0.1057500343987043 0.064036037562327397 0.013692710503463171 0.12940952255126045 0.017326640617203945 0.02944275577488387 0.94127812873854266 0.0015513744882814388
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 4 -2 -6 7 8 9 -3 -10 -9 -8 -4 -1
right_child=1 6 13 -5 5 -7 12 11 10 -11 -12 -13 -14 -15 -16
leaf_value=-0.032515491920722596 -0.034745117335534308 0.0010580408023917896 -0.033900330724971332 0.04834869701251044 -0.033366008941500234 0.0094071855806112763 -0.033153796234583671 0.045299219531140328 0.00013675875130711833 0.043231369714979498 -0.027980239354678273 -0.00071677855728343397 -0.004329012584041554 -0.010321113564843986 -0.0096357236824950003
leaf_weight=4.236842928454279 6.6426983177661922 771.80428368411958 10.247545201331375 4.4263543970882884 5.1225678753107813 17.190290164202452 4.6395203173160535 6.4153157658874971 28.917202921584249 7.313532553613185 21.577389059588313 5.8987509496510029 3.3782982230186462 2.3236634992063037 2.1699946951121092
leaf_count=103 73 6930 203 36 94 196 82 50 365 69 323 80 57 61 41
internal_value=6.93236e-05 0.000262775 -0.00885577 -0.00065814 -0.00846238 -0.00029462 0.000762644 0.000986278 0.000650386 0.00146583 -0.0118109 0.0230254 -0.0218274 -0.0300524 -0.0258017
internal_weight=902.304 895.897 45.9531 33.3819 28.9556 22.3129 849.944 841.926 829.612 779.118 50.4946 12.3141 8.01782 12.5712 6.40684
internal_count=8763 8619 663 399 363 290 7956 7817 7687 6999 688 130 139 264 144
is_linear=0
shrinkage=0.05


Tree=233
num_leaves=26
num_cat=0
split_feature=38 28 32 43 0 3 5 28 31 30 31 28 32 29 42 33 1 20 16 7 28 5 28 32 4
split_gain=1.7594 6.05742 6.81923 5.59345 5.06328 4.27181 5.88848 4.45002 9.88931 5.40655 6.68957 4.48426 4.96493 8.2779 4.58519 4.03235 6.3327 3.72261 3.51031 8.83237 6.28724 3.04614 3.84991 3.36412 1.68575
threshold=0.00030233891926667594 -0.035305863462602248 0.0060046353236393327 1.0000000180025095e-35 0.28253373820738553 0.026017095402800835 0.015666668775319057 -0.018620803399565889 -0.001654605622501434 -0.0032891123978247725 -0.00035480934140996989 -0.066667820860410329 -0.0013857079987578448 -0.012109446770814157 0.1908754240609831 0.03628859982983474 0.11228439925263896 2.0456232135853285 0.036234423863253089 27.643984734148624 1.0000000180025095e-35 0.014566205307738523 0.027632564409963287 0.00020685100528855269 0.22286843398222392
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 24 6 -1 11 18 -10 -11 15 13 -13 -14 16 -7 -4 19 -9 -20 23 -23 -6 -3
right_child=1 2 17 -5 21 7 -8 8 9 10 -12 12 14 -15 -16 -17 -18 -19 20 -21 -22 22 -24 -25 -26
leaf_value=0.0021063514850820707 -0.034229408069114571 -0.008406566055586288 0.039846365241451721 -0.0028826880904195382 0 0.003745307860711609 0.04146345802974806 0.027128450265471334 -0.016618608353069091 0.016202761720989493 0.0012913881778502199 0.0108929681295095 0.037703076554479575 -0.013679369367981586 0.011020881420888537 0.015070514612932247 -0.019690495905715383 0.0044341350729938693 -0.0057306606216451722 -0.0080786831066035781 -0.029350878497205576 0.0023634059807499637 -0.0026550406450363707 -0.032000412986903003 -0.030463690770076719
leaf_weight=25.134532243013382 25.857945889234543 18.570509076118469 15.649182721972467 32.400222182273865 16.422145202755928 65.024935066699982 15.483567953109739 19.869923993945122 33.57562318444252 92.401964962482452 407.8558152616024 87.568387120962143 18.179992288351059 56.11886166036129 152.40151451528072 26.290975987911224 51.255757570266724 14.75423516333103 70.503605782985687 162.14082245528698 47.660386264324188 744.86133301258087 784.28631589561701 15.917459428310393 17.788025140762329
leaf_count=88 88 51 56 99 49 191 46 55 97 260 1138 275 54 163 477 83 156 51 198 465 138 2130 2250 55 50
internal_value=-1.17992e-05 -0.00108608 -0.000515603 -0.0169165 -0.000965612 0.00134517 0.017297 0.000838052 -0.00133002 0.00274561 0.00405833 0.00480645 0.00814599 0.00125832 0.0139143 -0.00252034 -0.00655012 0.0228962 -0.00859331 -0.00419491 -0.0153167 -0.000532218 -0.000207247 -0.015696 -0.0193889
internal_weight=3017.97 1686.51 1628.25 58.2582 1597.85 1331.47 40.6181 1290.85 834.008 533.833 500.258 456.84 314.269 143.687 170.582 142.572 116.281 30.4034 300.175 182.011 118.164 1561.49 1529.15 32.3396 36.3585
internal_count=8763 4879 4692 187 4585 3884 134 3750 2351 1495 1398 1399 969 438 531 430 347 107 856 520 336 4484 4380 104 101
is_linear=0
shrinkage=0.05


Tree=234
num_leaves=31
num_cat=0
split_feature=31 31 27 32 19 16 16 32 40 32 36 10 19 7 10 39 39 20 30 11 20 12 40 39 17 3 24 44 40 21
split_gain=1.81047 7.59813 6.94394 6.58941 6.51335 6.21391 5.85974 6.89611 6.92752 5.73409 10.3768 6.20216 5.54399 6.66887 6.70701 3.29842 5.52447 5.16757 4.60125 6.0941 6.06181 5.94264 5.11648 4.58467 4.22295 4.13667 4.03049 4.8002 4.19915 3.20552
threshold=0.004329149762212753 0.0037440011830894853 -0.0012126654167657922 -0.0010276433055943434 0.91126947204091002 0.028531720750208798 0.04272662732624493 0.00034937560555645147 0.010668257195577886 -0.00031483548543204983 0.0048786784280846493 69.511450131578087 0.93367527790381122 34.044358851080368 46.440910491632373 0.010973334867713872 0.0068389345218458934 2.6499716355213034 -0.0064849872571168705 0.15749450813657664 -0.53621860206767347 0.048720826622699609 0.011977283740904421 0.0045988570641500191 -0.13650371307992953 0.072843054767993007 -0.0096502316717552092 -0.37940952255126015 0.012351011182235078 -0.015285864579768913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -2 -3 29 12 7 8 -7 10 -8 -11 13 -4 -15 16 17 25 19 20 -17 -20 -23 -19 -21 -1 27 -18 -28 -5
right_child=2 3 5 4 -6 6 9 -9 -10 11 -12 -13 -14 14 -16 18 26 23 21 24 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0011976251430413781 -0.027121478494607762 -0.0043701814334196048 -0.027264399519551043 0.022250581290196705 0.0022319602290429832 -0.002685738365506824 2.3920388787494759e-06 0.020469634202637237 0.025944179957790227 -0.014443116077091379 0.03871420162148731 -0.00029076033190306963 -0.028575713318547188 0.015409143262748816 -0.0067909882944539399 -0.0079346935556516181 -0.00012251077140690761 0.028111908816142891 -0.0064026149510497954 -0.02453811390431394 0.01959389598910085 0.033430239380117702 0.0076526114708663859 0.00012540263232730693 3.4366716812168103e-05 -0.010362237147205409 -0.0055713321216897408 -0.031185203582742828 0.011291675604638863 0.052858367527225558
leaf_weight=1053.8560102581978 26.224881365895271 27.368587523698807 29.391037866473198 17.8796346783638 20.071913331747055 130.91876468062401 78.512501776218414 73.941913515329361 25.058970302343369 114.77016830444336 22.201518952846527 239.7434456422925 28.486868500709534 43.958160743117332 148.59888775646687 32.16859233379364 21.385838210582733 32.420102506875992 27.451706543564796 31.474804624915123 51.74450358748436 38.704882234334946 39.586105443537235 27.264259040355682 38.274884194135666 83.392860069870949 332.00849832594395 30.745394766330719 41.276053071022034 18.373712599277496
leaf_count=3116 88 78 90 50 58 373 225 210 70 342 68 756 83 126 425 99 65 95 82 109 155 109 127 82 125 273 1000 105 127 52
internal_value=-8.58667e-06 0.000859547 -0.00178772 0.0155922 0.0253711 -0.00106943 0.00138813 0.00789697 0.00189551 -0.00188929 0.0086156 -0.00488932 -0.00781072 -0.00511137 -0.00169168 0.000200841 -0.000633566 0.00110248 0.00543681 -5.64045e-05 0.00898425 0.0134592 0.0204865 0.0154327 -0.0110017 0.000344724 -0.0055289 -0.0185627 -0.00369078 0.0380033
internal_weight=2927.26 1965.45 961.807 83.6938 56.3253 935.582 685.147 229.92 155.978 455.228 100.714 354.514 250.435 221.948 192.557 1881.75 1622.35 1196.93 259.405 153.663 83.9131 105.743 78.291 59.6844 69.7497 1137.25 425.416 52.1312 373.285 36.2533
internal_count=8763 5907 2856 238 160 2768 2044 653 443 1391 293 1098 724 641 551 5669 4863 3566 806 488 254 318 236 177 234 3389 1297 170 1127 102
is_linear=0
shrinkage=0.05


Tree=235
num_leaves=31
num_cat=0
split_feature=10 5 33 19 37 15 44 34 36 10 2 34 28 40 5 44 21 40 38 44 10 21 16 27 26 16 30 34 15 16
split_gain=1.76854 3.30731 5.73681 3.05775 6.8754 4.98235 4.55051 7.69984 4.09184 3.06475 3.95096 2.66298 3.45731 2.5466 5.13892 4.03931 2.42912 4.78009 4.6389 3.78038 4.49082 3.11948 2.33541 2.16985 1.72493 1.69148 1.36654 0.15952 0.158014 0.0511443
threshold=34.525878802185751 0.034106864520058143 0.0095147388842541109 0.32230419211617306 0.00671535372576726 0.63005511011066584 0.60355339059327384 0.0024527210841842621 -0.0024078030264387258 43.98208670458974 0.50495221755806552 -0.0018141459516380352 -0.0050964629445956295 0.007255593701360522 0.05503921228398162 0.37940952255126048 -0.017883630360707638 0.0052552783282249528 0.0348328295590924 -0.70710678118654757 80.340830431097473 -0.0019259804845730142 0.030181308644390819 0.0016748044131788093 -0.0039554694446949463 0.038925281662756869 0.0024161804682214121 0.0028007708918422751 -0.26169960635711881 0.017334623876615191
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 25 4 5 6 8 -8 -2 10 11 12 -5 24 -15 -16 17 26 -19 21 -21 -18 23 -12 27 -3 -11 -4 -1 -13
right_child=3 2 13 9 -6 -7 7 -9 -10 16 22 29 -14 14 15 -17 19 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.016463105543928738 0.0041197020702635001 0.038835015049430231 -0.03487647302336673 0.02470450655451166 0.051326869187337504 0.048363207577605004 0.0058772743158002636 0.061086347493937779 -0.016241812693266182 -0.035701465894017216 -0.02754073045207997 -0.022734542153761333 -0.027940418530323963 0.032222209566999574 0.0019259150075229927 -0.03145668494997949 0.0058077980872744519 0.0021628095805952996 -0.019759719683763232 0.0018152303880616897 -0.018377878310203089 0.026413937271491234 0.029199963408857312 0.012414340104892469 0.0067300918953847946 0.0044333346188951813 -0.0077209818490098312 -0.016944641363127087 -0.034663631919626063 -0.035566883488652078
leaf_weight=3.1144172176718703 76.646623419597745 8.8138399366289359 12.418721368536355 5.5912165492773056 8.1903812661766988 6.1356266997754565 30.826991943642497 7.9417593702673903 36.143226478248835 14.090311229228975 6.4209388531744498 4.2347859330475357 6.7344327457249147 8.3866732977330667 23.289171878248453 14.463208332657812 75.398935765028 143.99903179518878 28.840677458792925 265.09286399371922 30.614856453612447 24.672060739248991 6.7022063434123984 6.8244173713028431 3.2872969582676879 6.6102420985698691 7.1320387199521056 3.0694906767457715 9.1207983549684268 17.0140066947788
leaf_count=65 769 73 196 55 61 43 266 70 313 132 58 41 63 77 336 235 616 1374 466 2294 332 215 69 51 27 49 64 44 123 186
internal_value=7.57632e-05 -0.00646084 -0.00268783 0.000830402 0.00688389 0.00451284 0.00267394 0.0174435 -0.00236941 -0.000723486 -0.0121705 -0.0226462 -0.00365037 -0.00926136 -0.00280294 -0.0107804 0.000308621 -0.0042627 -0.00147566 0.00256322 -0.000263981 0.0109594 0.00523729 -0.00664121 -0.0247685 0.0245372 -0.0266131 -0.031775 -0.0306071 -0.0333621
internal_weight=901.821 92.5739 80.3386 809.247 165.885 157.694 151.559 38.7688 112.79 643.363 53.522 33.5744 12.3256 64.9146 46.1391 37.7524 589.841 194.062 172.84 395.779 295.708 100.071 19.9476 13.2454 18.7755 15.4241 21.2223 15.4882 12.2352 21.2488
internal_count=8763 1225 1037 7538 1522 1461 1418 336 1082 6016 523 345 118 915 648 571 5493 2036 1840 3457 2626 831 178 109 267 122 196 240 188 227
is_linear=0
shrinkage=0.05


Tree=236
num_leaves=31
num_cat=0
split_feature=31 28 44 33 31 27 27 27 0 26 30 5 28 12 16 19 16 10 32 5 10 18 39 30 39 39 27 16 26 19
split_gain=1.76904 8.07315 7.09346 7.62159 6.03645 5.65837 5.01609 4.77296 8.85365 5.93379 4.54277 7.78699 6.67463 6.26544 4.43701 4.18273 4.06352 3.9285 3.53643 3.14425 2.75337 6.66195 2.63634 9.70945 5.59338 5.54622 5.21304 5.16764 3.83896 2.11713
threshold=0.004329149762212753 0.019913795886151511 -0.12940952255126037 0.0093761712901921316 0.0035927797292329053 0.0063425020462214146 -0.00094811967831158115 0.0019955699284030484 0.81348504865495463 -0.0032210646846098875 0.0078816678395305321 0.028745838673264603 0.039073950988631402 0.07961933544481832 0.044870350108690303 0.69940204678786011 0.028531720750208798 55.51618093063464 -0.0013053704280735861 0.035582491168042914 77.494718584838509 0.99938577188191602 0.0099226339083083107 -0.0061595546174937231 0.0076509549747177776 0.0078432894575863246 0.0016030645868428061 0.043513247144812348 0.017342025264302875 0.8228121257696307
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 14 -4 20 18 -3 9 -9 -6 11 17 15 -13 19 -12 -14 -8 -5 -2 22 -22 24 27 26 -26 -1 -24 -25 -7
right_child=1 6 3 5 7 29 10 8 -10 -11 12 13 16 -15 -16 -17 -18 -19 -20 -21 21 -23 23 28 25 -27 -28 -29 -30 -31
leaf_value=-0.002043620951938024 0.020458089387740207 0.025230593836934462 0.02413988262625558 -0.0041546338670560541 -0.018278350490904694 0.019873085974258554 3.6715010314793544e-05 -0.033920866817378541 0.0042667214386834865 0.020686403363760854 -0.0085538309024579713 -0.015648586065615387 0.011522709228968983 0.015447063307688339 0.0032200599309438228 0.018571714975272262 -0.0027112186266895978 0.027715135454337542 -0.035337297146573882 0.046870612585173742 -0.027235977590525637 0.01269579659106939 0.026185721841578004 -0.018125072355617 0.029638800059437271 0.0052702851997241465 0.0054683906824607147 0.0002136481090454888 0.0045764507745019939 -0.003532866384263836
leaf_weight=1016.0200988054276 26.588404804468155 18.600674882531166 31.423330292105675 19.753970086574554 19.223232477903366 19.468465462327003 43.940774381160736 43.426101878285408 22.940665394067764 19.629054456949234 17.076395869255066 153.00643201172352 56.920032650232315 17.87579157948494 18.478720843791962 77.142381995916367 412.26170334964991 18.215703427791595 17.477940186858177 21.311732858419418 28.181212395429611 16.289111152291298 21.530789747834206 111.73632335662842 26.379275470972061 208.41873624920845 298.68286381661892 170.77841313183308 21.900295168161392 18.440711319446564
leaf_count=2933 77 61 90 54 53 55 123 132 67 54 48 431 157 51 53 226 1216 51 50 60 88 51 67 326 75 615 848 530 68 53
internal_value=-1.26762e-05 0.00172007 0.0115295 0.00347548 -0.000860527 -0.00512033 -0.000356424 -0.0125163 -0.020659 0.00128173 -0.000963374 -0.00683708 0.00145807 -0.0123593 0.0243596 0.0135986 -0.00097165 0.00826001 -0.0189822 0.0323869 -0.00021852 -0.0125014 7.07163e-05 -0.00401303 0.000933185 0.0080408 -0.000332904 0.00315955 -0.0143667 0.0083765
internal_weight=3013.12 987.983 172.943 106.564 2025.14 75.1411 815.04 105.219 66.3668 38.8523 796.439 233.039 563.401 170.882 66.3789 94.2188 469.182 62.1565 37.2319 47.9001 1919.92 44.4703 1875.45 325.946 1549.5 234.798 1314.7 192.309 133.637 37.9092
internal_count=8763 2856 492 302 5907 212 2364 306 199 107 2303 656 1647 482 190 274 1373 174 104 137 5601 139 5462 991 4471 690 3781 597 394 108
is_linear=0
shrinkage=0.05


Tree=237
num_leaves=23
num_cat=0
split_feature=41 15 5 5 5 38 5 30 32 3 26 30 32 40 3 10 16 16 3 5 8 1
split_gain=1.7987 3.56283 2.17962 2.00122 7.01381 5.79444 6.55823 4.57518 4.73798 6.83547 4.54416 4.14041 3.58591 3.50441 5.38969 4.95728 11.2129 3.1975 5.15627 4.40927 4.40509 2.75435
threshold=0.00012343902594122124 0.86705892440978005 0.032353479739486664 0.024713127901306982 0.027832889760787616 0.0013228916524005154 0.024175413025957316 0.0021111893586306585 -0.00016070660692328183 0.038193541973777216 -0.0017629299644654301 -0.00256654109282438 -0.00042779082122352868 0.0051752552695957703 0.040103598524656607 79.221867489798242 0.041446176229919696 0.017738397442526241 0.033551955257430897 0.02554561108927365 -61.677543543528635 0.032132407499671993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 17 7 10 8 11 -10 -7 -2 -12 15 -15 16 -6 19 -19 -5 -20 -16
right_child=3 -3 -4 4 13 6 -8 -9 9 -11 12 -13 -14 14 21 -17 -18 18 20 -21 -22 -23
leaf_value=-0.011161413564084528 -0.017371051908444714 -0.026925852814705199 0.012596619188460454 -0.018770218409727386 0.0064938298193631429 0.028283134102941667 0.037604105184706048 -0.023465495477961524 -0.018671512821253688 0.0097235446025191082 -0.010016248935797516 0.011929214657396674 0.0072291840002225681 -0.023169578428933271 0.0089173834151195456 0.024723201110554864 -0.033374849026238974 0.0081461687866579598 0.0013877175985116969 0.012125928666150983 -0.024382735151477878 -0.00047072264835729312
leaf_weight=20.784958742558956 13.902257204055784 18.283406674861908 17.844712540507317 18.30428758263588 217.67412075400352 21.053746968507767 18.168882101774216 23.418723076581955 57.698721781373024 33.13215608894825 37.389316454529762 82.592423841357231 150.59770266711712 25.507814109325409 81.398317039012909 30.381832659244537 19.066381692886353 20.524717718362808 20.386558011174202 30.854819238185883 80.856310665607452 1883.3856862038374
leaf_count=62 41 54 54 58 621 59 51 71 188 94 111 252 438 78 230 92 57 59 61 95 252 5685
internal_value=-1.03324e-05 -0.00880591 -5.32654e-05 0.000162869 -0.000396402 0.00327468 0.00881704 -0.00267834 -4.17952e-05 -0.00825963 0.00627431 0.00764247 0.0037691 0.000341062 -0.000378403 0.00571854 0.00324908 -0.0101598 -0.0145034 0.00050556 -0.0191479 -7.88075e-05
internal_weight=2923.21 56.9131 38.6297 2866.29 2428.34 437.954 227.21 210.744 187.326 90.8309 209.041 96.4947 187.987 2257.41 1990.29 267.122 236.741 170.927 121.768 49.1591 101.243 1964.78
internal_count=8763 170 116 8593 7288 1305 659 646 575 282 608 293 549 6763 5993 770 678 525 372 153 313 5915
is_linear=0
shrinkage=0.05


Tree=238
num_leaves=10
num_cat=0
split_feature=20 17 17 28 42 28 19 12 1
split_gain=1.73175 2.39637 2.0631 2.19115 3.16891 2.6379 2.07488 1.282 1.25007
threshold=14.004640023949307 2.8981618348204834 2.7397795083678367 0.1057500343987043 0.80780575647915809 0.095437095755104603 0.99938347718865661 0.067461119128104999 0.065726019531380839
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -6 -2
right_child=8 -3 -4 4 7 -7 -8 -9 -10
leaf_value=0.0010049233050256714 0.00062919387805678755 -0.028088257894131597 0.027844475861614443 0.052474219115911727 0.022973141799532897 -0.033738818046434131 -0.007866653212586637 -0.014481261590196571 -0.034053531272184155
leaf_weight=785.74116403795779 3.9223387129604799 7.2532901810482135 6.782026480883359 4.7936321403831235 4.0207582078874093 5.6447125859558573 71.801317097619176 4.955008146353066 6.2517108116298914
leaf_count=7427 43 97 65 46 36 93 791 72 93
internal_value=8.30375e-05 0.000323879 0.000565881 0.000346068 0.0200624 2.34772e-05 0.000255453 0.00181405 -0.0203199
internal_weight=901.166 890.992 883.739 876.957 13.7694 863.187 857.542 8.97577 10.174
internal_count=8763 8627 8530 8465 154 8311 8218 108 136
is_linear=0
shrinkage=0.05


Tree=239
num_leaves=13
num_cat=0
split_feature=16 1 16 24 7 14 26 20 14 39 1 1
split_gain=1.67131 3.38141 3.24375 2.95441 4.45868 2.07096 2.95283 2.48606 2.29036 3.59131 2.42519 1.56543
threshold=0.0070184647095794042 0.013179427324124379 0.010655420698068692 0.0013923709561360885 58.909023201331259 0.10415569540693335 -0.0015691826126142891 0.64058119895516297 0.20137802797167201 0.0037905272979373798 0.019661044564810874 0.053252091406877443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 11 -8 9 -7 -10 -4
right_child=1 2 5 4 -6 8 7 -9 10 -11 -12 -13
leaf_value=-0.014254762295919344 0.017604365807353299 -0.027638346379327779 0.0048121406969432439 0.013379761433924987 -0.021770136682822322 -0.020756059885778486 0.0067748832437224881 0.026965442957755683 0.0081145381007428387 -0.0017905583612260135 -0.00010546398111335376 -0.015037521753657282
leaf_weight=20.364587008953094 27.186201333999634 19.601088389754295 18.98894827067852 18.677754029631615 17.16705322265625 33.191445603966713 75.748819440603256 19.450250774621964 92.883844971656799 102.77479282021523 2542.8168420419097 20.059035748243332
leaf_count=70 91 58 54 55 54 93 220 55 273 295 7385 60
internal_value=-1.31718e-05 8.26741e-05 -7.70811e-05 -0.0120472 -0.00332911 0.000149998 0.0062135 0.0109765 -0.0001421 -0.00646893 0.000182614 -0.00526932
internal_weight=3008.91 2988.55 2961.36 55.4459 35.8448 2905.91 134.247 95.1991 2771.67 135.966 2635.7 39.048
internal_count=8763 8693 8602 167 109 8435 389 275 8046 388 7658 114
is_linear=0
shrinkage=0.05


Tree=240
num_leaves=23
num_cat=0
split_feature=20 28 38 28 20 32 38 33 5 28 27 5 1 28 39 39 18 16 39 1 8 41
split_gain=1.81042 5.53011 5.19086 9.44896 4.726 3.19832 2.99259 2.6628 2.86275 7.51509 13.6158 6.45794 6.37661 5.85436 7.71266 4.10756 5.4611 5.40305 3.82151 6.63167 5.3869 0.822838
threshold=-2.1068833554313824 -0.026280887284001398 -0.013325132504872715 0.011008598417140461 -2.7740007274568468 0.0013504832815547437 0.018792640437194089 0.0042703287206451923 0.024713127901306982 -0.010400636851503305 -0.00083594430708527391 0.027832889760787616 0.024848874846707059 0.036741189352490725 0.0029655066439390381 0.0032181274883433023 0.46138612180811195 0.024748396467124321 0.0038211283367563229 0.038814184444630986 -82.006965881057951 0.006845137639549412
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 -3 6 5 -5 -4 -2 9 10 12 18 -9 14 -11 16 -13 -17 19 -10 -20 -1
right_child=7 2 3 4 -6 -7 -8 8 11 13 -12 15 -14 -15 -16 17 -18 -19 20 -21 -22 -23
leaf_value=-0.022632559954693522 -0.017475636877822658 0.026749306391751961 -0.0038689208151886133 -0.010895652134569354 0.031984849132269948 0.012048912566468256 -0.032673362081710115 0.019801992136879554 -0.011322228621023021 0.013525624233516951 -0.038773514490639878 -0.018578918541369324 -0.017442413204778618 0.031729626180076347 -0.0018458685413085562 0.0076730657786493756 -0.0009493278402485189 -0.00043719955838913347 0.007697812693549415 0.022220530787506049 -0.021925198991542456 -0.006050051717142485
leaf_weight=15.71359473466873 22.416742123663425 30.828628256917 19.717855915427208 20.290225654840469 22.811758503317833 57.806455254554749 17.294832348823547 29.391284421086311 48.916475236415863 146.05074906349182 27.452331840991974 67.2960165143013 18.633429482579231 21.766902923583984 183.65416947007179 233.91230718791485 128.0687283873558 1671.3151397928596 18.501794219017029 20.947788551449776 82.720905676484108 16.395644009113312
leaf_count=55 99 87 57 60 65 170 51 83 148 426 85 196 57 60 530 672 376 5055 54 64 263 50
internal_value=-9.95746e-06 0.00456795 0.00820654 0.00400919 0.0119631 0.00601746 -0.0175148 -0.000349877 -0.000205123 0.00354843 -0.0107317 -0.000912907 0.00524117 0.00663143 0.00495018 -0.00014946 -0.00705406 0.000556256 -0.0102517 -0.00117607 -0.016459 -0.0143655
internal_weight=2921.9 200.859 168.75 137.921 100.908 78.0967 37.0127 2721.04 2698.63 426.949 75.477 2271.68 48.0247 351.472 329.705 2100.59 195.365 1905.23 171.087 69.8643 101.223 32.1092
internal_count=8763 595 490 403 295 230 108 8168 8069 1241 225 6828 140 1016 956 6299 572 5727 529 212 317 105
is_linear=0
shrinkage=0.05


Tree=241
num_leaves=24
num_cat=0
split_feature=10 20 20 31 31 41 20 19 19 37 10 12 10 11 2 36 20 26 3 2 10 20 34
split_gain=1.70055 2.86281 2.99283 2.70481 9.06332 3.72565 2.66969 2.61537 6.21113 5.64758 3.04954 3.26338 2.52731 2.49634 2.348 2.33177 2.83395 3.93706 1.11727 1.11226 0.694835 0.492952 0.412738
threshold=34.525878802185751 -26.062426785557836 -5.6284516826510247 -0.0062430575169313404 -0.0079622260894525575 0.0020974203991956028 2.4968159010815083 0.32230419211617306 0.31402562188884159 0.00671535372576726 46.245523500524534 0.032696804541564699 17.810195262320445 0.35992125407766606 0.49028549746311539 -0.015477233782620612 1.2045444995377859 -0.017914743919993887 0.062988861354641656 0.1883536418531889 31.550477150746044 2.1833902455024425 -0.0062094430881376441
decision_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=3 -2 18 4 6 -6 12 8 9 -4 14 -12 -1 15 -9 16 17 -5 -3 -17 -14 -21 -18
right_child=1 2 7 13 5 -7 -8 10 -10 -11 11 -13 20 -15 -16 19 22 -19 -20 21 -22 -23 -24
leaf_value=0.010955567865587606 0.037201860025848826 -0.035406024772062256 0.0024340705063689966 -0.012051512508053329 0.074532392504844613 0.013614371797229999 0.024517448414080989 -0.018002599520766403 0.054759957680703047 0.046917360560944157 0.0078037608354143044 -0.0013041362293450167 -0.034743308400935154 0.024656290564255338 -0.0011670428173356374 0 -0.010026526863602676 0.045586215712414335 -0.0032261083806524025 -0.031364672172436069 -0.0083660795450168756 -0.010069660451208157 -0.033665534001666067
leaf_weight=5.0450075920671287 5.2753851674497119 7.6838467530906183 152.01980751752853 6.50088756904006 4.9469805993139726 5.5872418321669102 4.0300735197961322 40.637656770646572 6.3396282941102973 7.4128274507820597 128.85369489341974 412.48466094955802 12.237855901941659 3.8637858889996997 43.542620597407222 4.2949330974370268 4.268594715744257 5.1619583703577536 4.7182583883404732 23.169677367433909 3.9049463476985684 4.0444425195455542 5.0195980127900821
leaf_count=54 49 74 1409 92 32 70 72 415 47 54 932 4106 207 28 399 58 93 44 53 285 66 49 75
internal_value=8.10997e-05 0.000819661 0.000570032 -0.00634742 0.00429692 0.0431241 -0.0118311 0.000959484 0.00654351 0.00456178 -0.000513187 0.000855605 -0.0190624 -0.0131883 -0.00936538 -0.0161123 -0.00288982 0.0132045 -0.0236872 -0.0247091 -0.0287613 -0.0284314 -0.0235568
internal_weight=901.044 808.968 803.693 92.076 35.7521 10.5342 25.2179 791.291 165.772 159.433 625.519 541.338 21.1878 56.3239 84.1803 52.4601 20.951 11.6628 12.4021 31.5091 16.1428 27.2141 9.28819
internal_count=8763 7538 7489 1225 501 102 399 7362 1510 1463 5852 5038 327 724 814 696 304 136 127 392 273 334 168
is_linear=0
shrinkage=0.05


Tree=242
num_leaves=31
num_cat=0
split_feature=44 28 39 14 5 33 39 7 10 39 31 31 24 32 24 29 42 25 5 5 19 27 21 11 30 16 27 9 26 37
split_gain=1.68714 5.03563 6.28448 6.03311 4.75596 5.61248 5.72116 4.71062 4.667 4.60575 5.3163 4.94491 3.6109 5.48139 4.7887 5.05826 5.15759 5.33602 4.63773 4.09782 3.78935 6.46429 6.33525 5.22517 5.41968 4.94236 3.77739 4.96802 3.31418 2.90202
threshold=0.60355339059327384 -0.007302296487817596 0.010973334867713872 2.3016725040780672 0.064519996835624274 0.012604843405047533 0.0072501177950404947 69.832209149735846 43.598257433596686 0.012071862127048265 0.017802765181316509 -0.001654605622501434 0.0075491579823724151 0.0024828582521871857 0.011947139876288357 0.013366596187858073 0.97050291330544269 0.0067646229989186861 0.025139916620315363 0.028560568077368897 0.58685757674368511 -0.00051836805008814029 -0.0050227147864737266 0.29221939796928365 -0.0079045165520231896 0.015382761935757328 -0.0037106383077098889 -25.4478341958432 -0.024396867454234524 0.019930648018764655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 4 9 5 7 -7 -2 28 10 11 -3 13 20 18 26 17 -17 -14 -20 23 -22 -23 25 -25 -1 -16 -28 -4 -21
right_child=1 3 8 -5 -6 6 -8 -9 -10 -11 -12 -13 14 -15 15 16 -18 -19 19 29 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.02757555782008474 0.0057650925525816804 -0.018359165395691237 -0.012703626901147581 0.017495511783607077 0.024634829319671134 -0.030874888896933905 0.0067059067035873891 0.033683852806204631 -0.029682638586508305 0.0088387604079825724 -0.030102213856205342 -0.0037671578080702879 -0.0084513339386104169 -0.024705090314372583 0.014868738167527849 0.017756593026466479 0.030010363399430907 -0.00046461876939458719 0.029057512639894548 0.0058882962719110366 -0.025655467892796664 0 -0.026758680518706252 0.023754100454924945 0.0030091681223550874 -0.0018468740605887372 -0.014033868949227472 -0.0003297653081296335 0.016954866185079302 0.020545407271624915
leaf_weight=19.455008149147034 84.363717511296272 66.833504520356655 21.495007574558258 30.188011795282364 37.934431225061417 19.127798333764076 20.985848814249039 18.529111683368683 19.727472886443138 51.83697097748518 23.252595782279968 454.23713741451502 35.485444888472557 23.704893380403519 24.962570086121559 51.868255868554115 20.275136962532997 174.95570755749941 27.41973240673542 191.01598489284515 35.16060796380043 218.91518712043762 24.512625262141228 33.62251703441143 499.17015299201012 433.7258222848177 104.3159998357296 182.51908415555954 16.600228041410446 41.556267812848091
leaf_count=58 244 196 64 90 131 54 69 51 66 157 70 1309 102 68 76 155 61 535 81 540 106 617 74 113 1411 1264 302 527 53 119
internal_value=-1.29617e-05 -0.00187811 0.00428881 -0.00423723 0.00888836 0.00466216 -0.011122 0.0108691 -0.0100084 -0.00534885 -0.00671053 -0.00565151 0.00073783 -0.000930715 0.00325941 0.00052769 0.00587749 0.00368601 0.00840762 0.0107302 -0.00047918 -0.00562985 -0.00270748 0.000971504 0.0043319 -0.00296827 -0.00369651 -0.00533424 9.98871e-05 0.00853644
internal_weight=3007.75 865.112 238.764 626.348 180.941 143.006 40.1136 102.893 57.8227 596.16 544.323 521.071 2142.64 1288.27 854.374 558.897 247.099 226.824 295.477 259.992 1264.56 278.588 243.428 985.974 532.793 453.181 311.798 286.835 38.0952 232.572
internal_count=8763 2554 732 1822 549 418 123 295 183 1732 1575 1505 6209 3711 2498 1656 751 690 842 740 3643 797 691 2846 1524 1322 905 829 117 659
is_linear=0
shrinkage=0.05


Tree=243
num_leaves=23
num_cat=0
split_feature=20 28 38 28 3 15 36 33 5 28 27 5 5 32 1 8 28 39 25 38 3 16
split_gain=1.69193 5.21786 4.8622 9.31577 7.30045 5.25718 8.63921 2.54288 2.60336 7.03642 12.8655 6.18244 7.8993 7.35569 5.9369 5.53266 5.46523 7.21586 5.31604 4.84869 3.01488 0.792399
threshold=-2.1068833554313824 -0.026280887284001398 0.016131049367720477 0.011008598417140461 0.051370951514548062 1.0398265500323884 0.020799525380313936 0.0042703287206451923 0.024713127901306982 -0.010400636851503305 -0.00083594430708527391 0.031147877201202125 0.032120181511549772 -4.5331295474945845e-05 0.024848874846707059 -62.655266834091854 0.036741189352490725 0.0029655066439390381 -0.011158237347763562 0.031751882802439908 0.034164805100124498 0.081489911814430008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 4 -4 -3 -5 -7 -2 9 10 14 15 13 -13 -9 18 17 -11 -10 -17 -14 -1
right_child=7 2 3 5 -6 6 -8 8 11 16 -12 12 20 -15 -16 19 -18 -19 -20 -21 -22 -23
leaf_value=-0.022188195332435816 -0.017127248162344701 0.0022430595055316447 -0.03067538019506463 -0.013194052268222393 0.036911477482748201 0.03394941499497147 -0.0017405105024493437 0.019021775433587074 -0.0092661633646796641 0.01302728857499701 -0.037974045820031943 -0.0035989973362221951 -0.021069304682042551 0.031959639406372566 -0.01697425342473145 -0.012103413566705532 0.030602604650357707 -0.0018411200325573083 0.015079943897151785 0.0095166624296300489 -8.4894732847997636e-05 -0.0058708822115599172
leaf_weight=15.569743096828462 22.280331961810589 31.601463988423347 18.476635590195656 21.374342530965805 29.752674877643585 31.947242572903633 35.454907923936844 29.409330829977989 40.378852173686028 146.06116299331188 27.097216993570328 23.522456437349319 17.186744853854179 36.958336308598518 18.523962646722794 265.12467794120312 21.77861088514328 183.60075496137142 49.826701551675797 28.406937569379807 1808.0087306424975 16.39461262524128
leaf_count=54 99 90 55 63 84 90 108 83 120 426 85 67 57 106 57 795 60 530 146 82 5455 51
internal_value=-1.14678e-05 0.00441725 0.00794831 0.00147106 0.019169 0.00824479 0.0151269 -0.00034025 -0.000199027 0.00338235 -0.010483 -0.000874368 0.000300479 0.0180644 0.00500053 -0.00665914 0.0063589 0.00473332 0.0041283 -0.00999154 -0.000286375 -0.0140193
internal_weight=2918.74 200.572 168.607 107.253 61.3541 88.7765 67.4022 2718.16 2695.88 426.471 75.0305 2269.41 1885.68 60.4808 47.9333 383.737 351.441 329.662 90.2056 293.532 1825.2 31.9644
internal_count=8763 595 490 316 174 261 198 8168 8069 1241 225 6828 5685 173 140 1143 1016 956 266 877 5512 105
is_linear=0
shrinkage=0.05


Tree=244
num_leaves=13
num_cat=0
split_feature=15 20 18 21 38 21 38 30 1 18 1 39
split_gain=1.66318 1.59274 2.11422 1.96384 5.67183 5.25353 12.2012 3.60397 3.2146 2.3416 1.23394 0.19992
threshold=-0.37362373751579908 14.004640023949307 1.2257564026195993 -0.014036001387301971 0.037051778950834231 -0.010411669482751974 0.044341457799576885 -0.00018069074780825182 0.015541855554843166 0.61630747216750892 0.067830612703882284 0.009689924006295347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 7 6 -5 -2 -7 -6 -3 -1
right_child=1 10 -4 5 9 8 -8 -9 -10 -11 -12 -13
leaf_value=-0.032590567727555995 -0.0056141634615131664 0.0010716600614671587 -0.027279511661110409 0.0072565592071597912 -0.0055923308193816003 -0.022045599689191963 0.069621615892149935 0.0040169867100689136 0.00054690907026576363 -0.032285713564224071 -0.033914626252303882 -0.0089941725805319107
leaf_weight=4.0584072098135939 165.72262895293534 3.8710487224161607 6.6871702075004569 135.63843930512667 14.944776756688951 16.558637857437134 8.2585326321423036 234.37088564969599 282.45345126651227 19.81502821110189 5.9047687705606222 2.141784043982625
leaf_count=90 1764 41 94 1147 198 139 73 2059 2660 354 90 54
internal_value=8.63744e-05 0.000272239 0.000500666 0.000721087 -0.0016581 0.00306813 0.0109164 1.47706e-05 -0.000694451 -0.0210014 -0.0196838 -0.0255052
internal_weight=900.426 894.225 884.45 877.762 434.853 442.909 143.897 400.094 299.012 34.7598 9.77582 6.20019
internal_count=8763 8619 8488 8394 4375 4019 1220 3823 2799 552 131 144
is_linear=0
shrinkage=0.05


Tree=245
num_leaves=17
num_cat=0
split_feature=28 40 24 31 3 33 44 31 21 3 30 19 1 42 31 8
split_gain=1.66073 3.67915 2.80582 1.86497 7.0542 7.85167 8.14419 7.69227 6.40877 6.37945 6.3283 6.63182 5.18944 3.657 2.98167 3.10942
threshold=0.11463978327039731 0.011591995535162681 0.046733664364439091 0.0049437858204594348 0.04541335908901005 0.01107535731037341 0.37940952255126048 0.010286369292399367 -0.041676306657786773 0.035538646764921002 0.0034747983742781279 0.7587124940872666 0.035516335163636871 0.66174751272293697 0.0042621452489740924 -92.408880720135954
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 7 6 -6 9 -7 -5 14 13 -13 -12 15 -1
right_child=1 -3 -4 4 5 8 -8 -9 -10 -11 11 12 -14 -15 -16 -17
leaf_value=-0.0044864880788726439 -0.029219313373370154 0.004324952870576367 0.018609562951904191 -0.0085511108566641535 -0.0014028892627195042 -0.01801625941317813 -0.024464739018513433 -0.01670816821780309 0.004385684835595335 0.024244421811005015 -0.013481219472220987 0.018108054420750353 -0.0066602357932897182 -0.039586015173181832 0.015561603268914502 0.00091218492754618289
leaf_weight=324.67574423551559 15.118384718894957 17.148440971970558 20.252016007900238 17.675439119338989 113.7241018563509 33.850411415100098 58.013571053743362 18.039052516222 519.40137295424938 84.46426248550415 40.440400272607803 23.886421889066696 174.58844999969006 20.865962043404579 30.997580140829086 1491.232018776238
leaf_count=941 47 55 73 51 321 101 162 50 1507 243 118 69 527 61 86 4351
internal_value=-1.30838e-05 -0.0112792 0.000107921 -1.79474e-05 0.00196439 9.69452e-05 -0.00923206 0.0131789 0.00300299 0.0185174 -0.000815657 -0.00812145 -0.00364658 -0.0224976 0.000209635 -5.0513e-05
internal_weight=3004.37 32.2668 2972.11 2951.85 845.168 724.989 171.738 120.179 553.252 102.14 2106.69 259.781 198.475 61.3064 1846.91 1815.91
internal_count=8763 102 8661 8588 2435 2091 483 344 1608 294 6153 775 596 179 5378 5292
is_linear=0
shrinkage=0.05


Tree=246
num_leaves=23
num_cat=0
split_feature=41 15 24 31 30 5 27 16 5 28 19 33 33 5 21 7 17 19 38 21 40 35
split_gain=1.66063 3.2868 2.14503 1.81524 6.52607 7.55567 5.91963 5.89153 8.64056 5.8876 8.1801 7.09544 5.7552 8.96697 5.27778 5.27202 3.67479 6.73998 5.78762 4.12584 3.45542 2.8493
threshold=0.00012343902594122124 0.86705892440978005 0.0021606056865256344 0.0044855745590479824 0.0031222472627941097 0.024713127901306982 -0.0012126654167657922 0.028531720750208798 0.038643697837427611 0.027632564409963287 0.93367527790381122 0.0089434067140938493 0.010491872722609373 0.05412956217968231 -0.011279355637019657 56.54113663493002 1.864868209708666 0.95942879463882369 0.035554267047521078 -0.019719062689450784 0.0089614027083354288 0.016165577082684072
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 16 -6 -5 9 15 11 -11 -8 14 -14 -7 -9 18 -18 19 -2 -10 -19
right_child=3 -3 -4 6 5 12 7 8 20 10 -12 -13 13 -15 -16 -17 17 21 -20 -21 -22 -23
leaf_value=-0.010806322586657424 -0.0038893418759391885 -0.025981783247066487 0.01284418396188754 -0.026218702031607574 0.03975341527057822 -0.017995214059839563 -0.033985746538059122 0.03785182704949238 -0.0043575639696691601 0.0031900408857929415 -0.030359603849683964 -0.0052963403809116036 0.028039072325907001 0.00045379908869171636 0.0050292031812836603 0.0084543757927754565 -0.031304173140609501 0.0074317969228139234 0.025714443995178728 0.0017442294433270154 0.0032924000969329461 -0.013648337159805854
leaf_weight=21.289253555238247 459.77828031778336 18.120440453290939 17.266847372055054 23.837118372321129 17.878671571612358 34.847044929862022 38.885378122329712 22.472906887531281 299.87113683670759 125.41820639371872 21.123990535736084 49.400459602475166 57.5214664041996 61.052894301712513 86.0255226790905 49.290185391902924 26.059469953179359 38.600480571389198 22.254413098096848 1107.6986940354109 290.13530465215445 27.183673650026321
leaf_count=64 1412 54 52 82 52 98 120 65 895 357 62 146 159 183 256 140 84 117 67 3330 882 86
internal_value=-1.11594e-05 -0.00848019 -7.95784e-05 0.000155252 0.00102485 0.00843887 -0.00167104 -0.00100998 0.00139819 -0.00781542 -0.00162943 -0.0180133 0.00606423 0.0138901 -0.00157669 0.0177697 -0.000107155 -0.00982845 0.000451911 8.84366e-05 -0.000587305 -0.00121065
internal_weight=2916.01 56.6765 38.5561 2859.34 1938.9 257.326 920.435 896.598 661.77 234.828 146.542 88.2858 239.447 118.574 120.873 71.7631 1681.58 91.8436 1589.73 1567.48 590.006 65.7842
internal_count=8763 170 116 8593 5844 748 2749 2667 1982 685 419 266 696 342 354 205 5096 287 4809 4742 1777 203
is_linear=0
shrinkage=0.05


Tree=247
num_leaves=12
num_cat=0
split_feature=35 20 35 38 22 20 20 28 44 41 13
split_gain=1.62996 2.01056 1.80373 2.68879 2.3244 1.5906 2.28495 2.06518 2.06099 0.965971 0.125033
threshold=-0.027390255266718896 -1.5384204527144318 -0.023279642058165625 -0.011700556901559854 -0.055287868586225426 -26.062426785557836 -4.9167205602467989 0.1057500343987043 -0.70710678118654757 0.006272621379039678 -2.5924834139058612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 10 -6 8 -8 -7 -3 -4
right_child=2 9 4 -5 5 6 7 -9 -10 -11 -12
leaf_value=0.01439512217397184 -0.0026948049479630525 0 -0.014396175326710479 0.050705896506923448 0.025298353966986993 0.0076124339618759045 0.00025180691442390474 0.019700021865072151 -0.028507595070936666 -0.034111863813659458 -0.033544536636415732
leaf_weight=3.8496086671948442 4.704530818387866 2.7667521592229578 2.7368074227124453 4.2965689152479154 6.2630894649773827 5.4073982313275364 830.03047715406865 13.794171850197015 12.57006295211613 8.9922925569117051 4.7201323974877587
leaf_count=59 71 41 54 34 62 49 7844 152 138 180 79
internal_value=8.61917e-05 -0.0158715 0.000375201 0.0225231 0.000139246 0.000385244 0.000195474 0.000577952 -0.0173845 -0.0262394 -0.0274619
internal_weight=900.132 15.6087 884.523 9.0011 875.522 868.065 861.802 843.825 17.9775 11.759 7.45694
internal_count=8763 280 8483 105 8378 8245 8183 7996 187 221 133
is_linear=0
shrinkage=0.05


Tree=248
num_leaves=26
num_cat=0
split_feature=38 28 32 43 0 3 21 21 28 12 40 36 38 40 1 24 19 7 40 1 10 40 20 14 38
split_gain=1.63564 5.47851 6.31219 5.30325 4.66121 4.13306 8.16688 4.51607 7.92491 5.5837 7.73179 4.48123 5.14227 8.37299 4.88993 4.21353 6.11042 4.08232 3.75011 6.76753 3.67352 3.61794 3.59569 3.31037 1.58092
threshold=0.00030233891926667594 -0.035305863462602248 0.0060046353236393327 1.0000000180025095e-35 0.27876000879767115 0.026017095402800835 -0.0077991028312612573 -0.012065989980184332 -0.026280887284001398 0.063586433093446651 0.0066524909854465044 0.00023370648108878014 -0.021929503662121815 0.011591995535162681 0.035283652842931244 0.0076819338125528316 0.38921362741354643 76.894103489995956 0.0032736909565163354 0.030963116344298536 30.444067360473216 0.0039114326923366995 2.0456232135853285 0.27366601932130191 -0.0059437013485363335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 -3 6 -1 11 9 10 -9 12 13 -7 -14 16 -10 23 19 -6 -11 -20 -4 -13 -19
right_child=1 2 22 -5 18 7 -8 8 15 20 -12 17 14 -15 -16 -17 -18 24 21 -21 -22 -23 -24 -25 -26
leaf_value=-0.0022887305467349994 -0.033325738147779622 -0.019149228376991317 0.038966604068620882 -0.0025531897156799441 -0.004254979828415475 -0.0085762189568466644 0.04294457666490701 -0.0050746539085438202 -0.0058514900787500239 -0.016204590792306125 0.025043131942104592 0.0044785337949014778 0.0036043860572263133 0.013327041077500988 0.016449714719076258 0.010476038562397014 -0.025074807239403675 0.0043756418008837989 0.0096541097127638351 -0.041269192520402204 0.012589961185745391 -0.00057277657786985136 0.003972726372768561 -0.0073421431455614767 0.024335750352648153
leaf_weight=22.964504227042198 25.271917894482613 34.310788959264755 15.406317405402662 32.144392490386963 74.995452135801315 116.80188067257404 17.274288952350616 32.939022660255432 257.61607514321804 33.125673234462738 58.869569361209869 84.877323269844055 146.38491247594357 69.493649959564209 152.61612966656685 30.306594759225845 49.511556997895241 24.110162794589996 92.179857328534126 14.799852445721625 16.348293989896774 1374.138134971261 14.653097316622732 192.60731482505798 17.787030935287476
leaf_count=75 88 96 56 99 244 342 59 93 734 101 211 249 413 220 433 85 139 73 264 54 51 3927 51 556 50
internal_value=-1.33429e-05 -0.00105164 -0.000510179 -0.0162191 -0.00094285 0.00129905 0.017064 0.000799581 -0.00304017 0.00688059 0.0141893 0.00309022 0.00611876 -0.000376075 0.0101809 -0.00720959 -0.00897388 -0.00149643 -0.000537 -0.0104503 -0.00658259 6.73399e-05 0.0221436 -0.0037081 0.0130063
internal_weight=3001.53 1677.9 1620.48 57.4163 1590.42 1323.63 40.2388 1283.4 478.717 141.283 91.8086 804.678 485.297 186.296 299.001 337.434 307.128 319.382 1556.11 89.7953 49.474 1466.32 30.0594 277.485 41.8972
internal_count=8763 4879 4692 187 4585 3884 134 3750 1414 456 304 2336 1408 562 846 958 873 928 4489 298 152 4191 107 805 123
is_linear=0
shrinkage=0.05


Tree=249
num_leaves=15
num_cat=0
split_feature=1 30 3 38 5 5 32 4 3 1 42 30 1 5
split_gain=1.69305 2.33753 7.17842 3.61986 4.11995 4.28566 4.34379 4.24584 3.80414 4.35829 7.15253 4.22328 1.79301 1.41122
threshold=0.28472972050346751 -0.01965744978922826 0.13983441880511913 -0.037757030705469589 0.047746888731244989 0.058951217414781383 -0.0021691938294327202 0.16446513223035522 0.13983441880511913 0.13770964538831579 0.78061261847618235 0.019355253826579967 0.15430921885259352 0.11943331422221885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 -3 6 -6 -7 9 11 -11 -5 -10 -1
right_child=-2 3 -4 8 5 7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.013773810888704583 -0.014331662641562971 -0.026648571314274352 -0.014528475651437986 0.00023860152803088786 -0.0061749309290115868 0.0079288865184197234 0.030379575108561159 -0.013141398215238801 0.0030403321093752994 -0.039344035260961301 -0.0030633267447028587 0.017851029399303765 0.025398056180396936 0.033615914978278032
leaf_weight=22.960260674357414 20.398969098925591 23.039872899651527 19.700862929224968 2499.4659857228398 15.72598357498646 31.108313381671906 16.266809642314911 99.133742339909077 16.169859886169434 17.785570733249187 58.137486487627029 34.422853961586952 21.815340682864189 16.490964993834496
leaf_count=69 68 85 64 7377 48 97 52 362 51 65 204 102 68 51
internal_value=-1.1411e-05 8.83536e-05 0.00991816 -0.000115462 -0.00687135 -0.00401719 0.0122922 -0.00806818 0.000355622 0.000124747 -0.0116687 0.000480534 0.0160449 0.0222584
internal_weight=2912.62 2892.22 59.1521 2833.07 185.275 162.235 31.9928 130.242 2647.8 2609.81 75.9231 2533.89 37.9852 39.4512
internal_count=8763 8695 184 8511 644 559 100 459 7867 7748 269 7479 119 120
is_linear=0
shrinkage=0.05


Tree=250
num_leaves=10
num_cat=0
split_feature=5 33 1 33 42 18 20 33 7
split_gain=1.59477 4.71086 2.10324 3.04137 2.68998 2.52956 2.23215 2.0693 0.536973
threshold=0.013064596387952704 0.0042703287206451923 0.014920371679028084 0.0045385057854665295 0.49825886460414565 1.2073454931770671 17.314721485414591 0.0050253463905245632 86.660349992086694
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 7 -5 -7
right_child=2 -3 3 5 -6 8 -8 -9 -10
leaf_value=-0.0094291055437468949 0.0028614054426998985 0.042753537146093194 0.02919692961021891 -0.027835934867947356 -0.031959380283336704 -0.034231810041994652 -0.027526338735113867 0.00065090618884638659 -0.0077442448523685845
leaf_weight=8.8720245063304919 10.09554914571345 8.0743307024240476 8.8436562418937665 6.3189558386802664 11.552122153341768 6.2356221452355367 7.1012311559170476 829.03413894027472 3.645140403881669
leaf_count=65 77 41 45 61 98 90 96 8150 40
internal_value=9.41177e-05 0.0152457 -0.000192756 0.00018929 -0.0155521 -0.000109212 0.000181338 0.000426129 -0.0251367
internal_weight=899.773 16.9464 882.826 861.179 21.6477 852.335 842.454 835.353 9.88076
internal_count=8763 106 8657 8482 175 8437 8307 8211 130
is_linear=0
shrinkage=0.05


Tree=251
num_leaves=13
num_cat=0
split_feature=16 1 16 15 37 14 26 20 14 22 1 5
split_gain=1.58967 3.17416 2.92574 2.98581 5.72638 1.86208 2.68876 2.37028 2.16331 3.32711 2.35174 1.45754
threshold=0.0070184647095794042 0.013179427324124379 0.010655420698068692 0.23770667735908566 0.0012081375274098918 0.10415569540693335 -0.0015691826126142891 0.64058119895516297 0.20137802797167201 0.47028596881887291 0.019661044564810874 0.037048656135116126
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 11 -8 9 -7 -10 -4
right_child=1 2 5 4 -6 8 7 -9 10 -11 -12 -13
leaf_value=-0.013981983774269275 0.017151257241681619 -0.029730568564666767 0.005717578229290296 0.013539404704322043 -0.02471219443243379 -0.01495963129664222 0.0063520228174764673 0.026132531586834141 0.008004296279905513 0.00071996618223498302 -0.0001062741346014139 -0.013637004005359133
leaf_weight=20.140225902199745 26.878210112452507 15.906774491071699 16.915754809975624 21.177969262003899 17.92424863576889 60.926445618271828 75.469334214925766 19.303219616413116 92.515392854809761 74.624333873391151 2534.040428429842 21.912600576877594
leaf_count=70 91 47 49 63 57 175 220 55 273 213 7385 65
internal_value=-1.54968e-05 7.77587e-05 -7.66461e-05 -0.0114903 -0.00388569 0.000138839 0.00590255 0.0104569 -0.000138341 -0.00629657 0.000177795 -0.00508362
internal_weight=2997.73 2977.59 2950.72 55.009 39.1022 2895.71 133.601 94.7726 2762.11 135.551 2626.56 38.8284
internal_count=8763 8693 8602 167 120 8435 389 275 8046 388 7658 114
is_linear=0
shrinkage=0.05


Tree=252
num_leaves=20
num_cat=0
split_feature=20 28 28 28 3 7 20 27 27 28 23 15 28 37 31 42 28 40 2
split_gain=1.6586 3.8246 4.79845 3.04734 2.88733 2.36531 2.28594 3.94612 5.74581 5.28716 4.70201 3.81588 4.51292 6.1412 4.29285 4.08422 4.20336 2.85229 1.44173
threshold=4.7764982782858256 0.023185633735225922 0.047085076386624687 -0.03395997275614681 0.04438925639914431 92.950647405889342 0.56148836500742882 0.019580596370733151 0.01381502685375023 0.033596115193832397 0.086976078492736961 0.51947877129564102 0.043661678900185068 0.046884808356349124 0.0076919454082843598 0.61904761904761962 0.036119522735707101 0.011177166666015802 0.96929539175986967
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 6 7 8 9 -1 -10 15 14 -14 -13 16 -8 -9 -4
right_child=1 2 18 4 -6 -7 11 17 10 -11 -12 12 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.0004417439138581475 -0.0044329213543211335 -0.025092401328937947 0.01572279530670552 0.0065710564377204341 0.031214728125774052 -0.015647530370788528 9.2403102499992627e-05 0.032282618196353301 -0.0031547366539561223 0.0061831756670171932 -0.028851739861103433 -0.010545664372153736 0.012251312055229417 -0.014967843446014354 -0.037369669664756425 0.016870173630649462 -0.010841602405607276 0.0062826070844528336 -0.0028638655203158804
leaf_weight=1189.253242470324 16.475777551531792 17.948634028434753 19.329169571399689 22.434898808598518 26.897522836923599 24.673270061612129 722.00009302049875 16.061486423015594 48.670105814933777 402.68251700699329 28.475290685892105 87.886904463171959 47.037246868014336 36.868658609688282 18.21407625079155 32.272778362035751 99.847802847623825 32.482551351189613 21.704042986035347
leaf_count=3597 54 60 54 66 77 80 2178 49 145 1133 92 275 143 153 59 91 296 98 63
internal_value=-1.05802e-05 0.00562473 -0.00355179 0.0139181 0.0201446 -0.000264945 -0.000125146 0.000994467 0.000582191 0.00123118 -0.0127296 -0.00197165 -0.00838012 0.000227984 -0.0152284 -0.000539364 -0.00123106 0.0150365 0.00578698
internal_weight=2911.22 124.79 58.9818 65.8082 49.3324 2786.43 2761.75 1717.63 1669.08 1591.94 77.1454 1044.13 190.007 83.9059 106.101 854.121 821.848 48.544 41.0332
internal_count=8763 374 177 197 143 8389 8309 5114 4967 4730 237 3195 630 296 334 2565 2474 147 117
is_linear=0
shrinkage=0.05


Tree=253
num_leaves=25
num_cat=0
split_feature=4 43 21 30 42 40 11 29 24 24 24 38 27 1 36 11 7 5 28 35 19 36 4 28
split_gain=1.56617 3.568 3.0007 2.80543 2.78613 6.35943 4.82618 4.38351 3.30038 4.79165 4.49723 4.13572 7.51121 2.76437 2.54171 2.35521 2.15043 1.92792 1.64835 1.35325 1.16241 0.963344 0.656558 0.0557316
threshold=0.19875307586768023 -0.91597561503675329 -0.017883630360707638 0.0012349945709197831 0.21624735553393112 0.010847213646235766 0.21360757717195708 -0.011761845572619943 -0.0037255681542612911 -0.0020278396253197851 -0.00073104079258321788 -0.0204859518450447 -0.0013780541868390168 0.08013261953549887 -0.0049172337365985799 -0.32370747355602258 18.899929307239784 0.16443971202753013 0.012020223998383052 -0.0014169770655999556 0.070192166041936191 -0.033465148639455315 0.18522635782304056 -0.022894645946220631
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 6 20 16 11 18 -11 14 -13 23 -9 -4 -6 21 -10 22 -2 -18 -17 -3
right_child=4 2 15 -5 7 -7 -8 8 9 10 -12 12 -14 -15 -16 19 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.022752951865521336 -0.033837467249104886 -0.018223076798687114 0.013443054854583098 0.026220779603566703 0.01554426235685501 0.06610834014679598 0.038052713903754108 -0.021419040658037673 -0.032603593301552471 0.020112144512792904 0.00014630752353562908 0.069233023149295886 -0.004186529084682011 0.026334712158032264 0.025363667840308697 -0.035212736498672396 -0.0036180258163341487 0.010738228122061317 0 0 0.00063507577014787508 -0.034780282894571267 -0.010932915159705989 -0.033928751296904612
leaf_weight=8.0650231279432756 5.6285425275564211 3.344632513821125 3.8936574906110755 7.6841645035892716 3.6145374700427082 5.1918243449181309 5.7530527710914603 7.2799301855266094 14.485409185290338 29.283908156678081 717.22744602989405 7.7714947909116745 6.0112722925841791 3.0543379187583914 4.6513941921293753 20.291468076407913 3.3332228697836461 3.0886442810297003 5.4449393935501567 4.1028535328805473 3.7764157988131046 17.809037486091256 4.0956418626010409 4.7178077083081025
leaf_count=90 92 55 57 70 44 63 47 83 143 255 6584 66 50 57 46 315 66 48 46 48 39 286 50 63
internal_value=9.23403e-05 -0.00775105 -0.01269 0.00295972 0.00065215 0.0188843 0.00205446 0.000191341 0.000883858 0.000284939 0.000938807 0.0184715 0.0370519 -0.0127635 -0.00270612 -0.0219108 -0.0192633 -0.0247037 -0.0238391 -0.0269475 -0.0196085 -0.0301429 -0.0314006 -0.028329
internal_weight=899.601 59.2496 51.1846 18.8009 840.351 20.3498 15.158 820.001 792.156 766.442 746.511 25.7141 13.7828 11.1168 11.9313 32.3836 27.8454 24.2309 19.9303 28.49 9.40496 21.1423 24.3871 8.06244
internal_count=8763 805 715 245 7958 241 178 7717 7273 7028 6839 245 116 175 129 470 444 400 189 413 131 352 365 118
is_linear=0
shrinkage=0.05


Tree=254
num_leaves=29
num_cat=0
split_feature=44 19 31 33 31 31 31 5 36 21 29 24 32 40 12 28 40 30 5 17 29 25 9 11 40 31 21 24
split_gain=1.57978 4.65399 3.77845 9.00328 6.97546 5.18179 7.16435 7.05113 3.92459 3.59074 3.47869 3.32723 5.19888 5.02223 5.53187 8.64414 6.84288 5.52444 5.11416 6.57247 6.35307 4.15339 3.75087 3.49995 3.91757 8.49421 5.28874 2.31105
threshold=0.60355339059327384 1.0000000180025095e-35 0.017365758993728764 0.019524414871195609 0.01098319437539126 0.00029786965242302449 -0.001437394350496645 0.078937355373174964 -0.00035900065291094568 -0.006838301311121388 0.0099924803013934377 0.0075491579823724151 0.0024828582521871857 0.0051497231819360488 0.03919518864539364 0.047085076386624687 0.0059428306791148673 0.0033414754602894849 0.034287936178085586 1.8362938198801075 0.0058715238902914422 0.0037626758236916458 -23.29393218770517 0.79914729936166295 0.0035649024003656746 0.00029786965242302449 -0.012065989980184332 0.0091980101837438131
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 9 4 -4 5 6 -3 -7 -6 -2 -10 12 23 18 15 22 17 -16 20 -20 27 -18 -15 24 25 -1 -26 -13
right_child=1 2 3 -5 8 7 -8 -9 10 -11 -12 13 -14 14 16 -17 21 -19 19 -21 -22 -23 -24 -25 26 -27 -28 -29
leaf_value=-0.0030782502927348323 0.023625269563671475 -0.0036071672280883135 -0.036641501595306214 0.011042275770222786 -0.0020077028404446575 -0.0092984108153079323 0.012459597033093817 0.023524148407759345 0.035909530321656544 -0.00442374505514325 0.0079406370530735147 0.0031890301662261759 -0.024054225192533408 0.0067254496978173001 0.00316173147598919 -0.01549577195050842 0.008079360625464228 -0.033989257691939237 -0.034881344980408645 0.0042318671419120657 0.01885598869370414 -0.0003959908924924682 0.028427703988557679 -0.021899388784318356 0.001385764103823866 0.020634962710390319 -0.0059044691247581568 -0.019970061838971886
leaf_weight=85.050191581249237 30.517779320478439 246.72885147482157 24.564330093562603 16.258903294801712 27.560430631041527 338.68158611655235 96.347741559147835 17.020118370652199 22.221513241529465 17.719214767217636 23.42560176551342 17.583020180463791 23.687652871012688 30.478547602891922 17.92915466427803 19.034104764461517 317.13191463053226 21.873421713709831 27.455866724252701 17.224098950624466 31.193947687745094 263.56464117765427 61.709293574094772 18.640953883528709 705.23844470083714 67.368822008371353 383.70837979018688 26.331738442182541
leaf_count=265 91 753 75 50 78 985 277 55 62 55 73 51 68 85 50 56 919 64 79 54 92 793 179 60 2008 198 1112 76
internal_value=-1.57779e-05 -0.00182523 -0.0027264 -0.0175475 -0.001934 -0.0034785 0.00089268 -0.00770765 0.0127249 0.0132306 0.0217142 0.000711615 -0.000892867 0.00313615 0.0046938 0.0149679 0.00284204 -0.0171632 -0.00633292 -0.0197158 0.0015773 0.00422458 0.0213219 -0.0004516 -0.000123764 0.00737681 -0.00117878 -0.0105976
internal_weight=2996.25 861.046 812.809 40.8232 771.986 698.778 343.077 355.702 73.2075 48.237 45.6471 2135.2 1283.69 851.51 731.721 111.222 620.499 39.8026 119.789 44.68 75.1087 580.697 92.1878 1260.01 1241.37 152.419 1088.95 43.9148
internal_count=8763 2554 2408 125 2283 2070 1030 1040 213 146 135 6209 3711 2498 2146 320 1826 114 352 133 219 1712 264 3643 3583 463 3120 127
is_linear=0
shrinkage=0.05


Tree=255
num_leaves=31
num_cat=0
split_feature=39 39 8 4 4 26 44 39 28 27 15 44 32 15 37 40 19 4 38 28 40 12 30 27 40 11 7 37 17 25
split_gain=1.70601 7.18096 5.03401 4.12131 8.22281 5.95595 4.45305 4.01148 3.9543 4.82607 3.68705 3.57831 3.50149 6.3037 4.35239 4.37062 3.83826 4.98202 3.63401 3.49961 6.43071 6.94479 5.90284 5.99327 5.60198 3.01676 3.00538 2.75988 2.743 1.95618
threshold=0.0099226339083083107 0.0082998538929736753 -55.153683689573789 0.69831684201114552 0.59892191054012056 0.013293330108093573 -0.60355339059327384 0.0101009348105512 -0.054691144646274253 -0.008488954808054068 0.51947877129564102 -0.60355339059327384 -0.0010531548033969646 0.26722265490178893 0.0015896438589023678 0.020617470404482974 0.35886867143551654 0.42752738097781079 0.0070610221365601253 -0.015405536795552701 0.0090596862948348709 0.047684106481031878 -0.0038431416892545918 -0.0037106383077098889 0.0064965787058521218 -0.099337798314675846 50.113254203758707 -0.017765786698768656 -1.8232533855535527 0.002117831785829903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 11 4 10 29 -7 -2 9 -1 -4 -3 16 27 -15 -16 17 25 -18 20 21 -10 24 -24 -21 -9 -20 -14 -13 -5
right_child=7 2 3 5 -6 6 -8 12 19 -11 -12 28 13 14 15 -17 18 -19 26 22 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0057036586439398063 0.022841764964493763 -0.0048684038561625474 0.0042100908723075548 -0.014676521284303449 0.026158705773997731 -0.021997965143945405 0.0083730078116360639 -0.0034859876298018889 -0.0070263811568677531 0.026236922147312713 -0.020553716050540329 -0.043856982291588749 -0.0084233011108009893 0.016982078331530644 0.00014704826659533152 -0.024374788899941213 0.031119458221865001 -0.02039724727974793 -0.0072322452196235849 -0.0016914187560073451 -0.023675024634755234 0.013204578898876907 -0.016212069329271508 0.00062220142480086448 0.02027762820000506 0.010607441433103451 0.019692763973736857 -0.037367465571612302 -0.018213679521535596 -0.036732084337480812
leaf_weight=18.552840784192085 23.059352710843086 27.708913713693619 34.234487369656563 23.039649918675423 28.106912598013878 16.933904334902763 41.253481067717075 60.760504588484764 171.07928485423326 31.332448795437813 26.321772679686546 17.207149356603622 18.086351737380028 34.837977513670921 208.81387154012918 19.763397634029388 25.423330992460251 21.390499129891396 19.396271422505379 47.627008885145187 40.335478410124779 56.209604114294052 54.594851464033127 1583.3271704912186 72.559606358408928 99.110963955521584 21.625630229711533 16.067515939474106 29.830936595797539 19.784564778208733
leaf_count=63 68 82 106 71 81 55 126 189 521 94 81 58 61 109 654 69 74 70 55 135 151 179 161 4658 217 301 63 55 96 60
internal_value=-1.07566e-05 -0.000609283 -0.0083687 -0.00400015 0.003823 -0.0109134 -0.000402458 0.00244447 0.000377169 0.0142702 -0.00648761 -0.0193672 0.00156868 -0.0020743 0.0005308 -0.00196104 0.00596422 0.0021607 0.0162462 3.18856e-05 -0.00529103 -0.00199757 0.000845254 5.70773e-05 0.0115361 0.00522103 0.00685367 -0.0222552 -0.0277735 -0.0250444
internal_weight=2908.38 2340.04 264.422 189.675 88.6632 101.012 58.1874 568.336 2075.62 49.8853 60.5563 74.747 545.276 297.569 263.415 228.577 247.707 181.262 66.4452 2025.73 267.624 227.289 1758.11 1637.92 120.187 159.871 41.0219 34.1539 47.0381 42.8242
internal_count=8763 6995 816 580 268 312 181 1768 6179 157 187 236 1700 948 832 723 752 560 192 6022 851 700 5171 4819 352 490 118 116 154 131
is_linear=0
shrinkage=0.05


Tree=256
num_leaves=15
num_cat=0
split_feature=35 20 35 38 22 21 21 38 38 40 35 44 41 30
split_gain=1.54842 1.91119 1.62497 2.77012 2.19367 1.59729 4.39973 6.7538 4.17415 5.5733 3.27124 2.74222 0.947295 0.141271
threshold=-0.027390255266718896 -1.5384204527144318 -0.023279642058165625 -0.01106475190241629 -0.055287868586225426 -0.015186285331652108 -0.010411669482751974 0.044341457799576885 0.037051778950834231 0.0062128825679572544 -0.0089223216061101156 -0.70710678118654757 0.006272621379039678 -0.0010429552109324852
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 13 8 7 -7 9 -6 -10 -8 -3 -4
right_child=2 12 4 -5 5 6 11 -9 10 -11 -12 -13 -14 -15
leaf_value=0.013493380458609075 -0.0038072132694851879 0 -0.033383575670090364 0.050007286909120145 -0.0088497575705138287 0.0058982693792004291 0.0061916369934905688 0.047097676279467343 0.020392588289905492 0.0043417915539872122 -0.025909774472573116 -0.0044512024553046859 -0.034016440793276863 -0.013299935847181428
leaf_weight=3.9176750555634507 4.8600522615015507 2.7722492031753037 4.6163844708353281 4.306060638278721 125.93757924064994 179.34858081117272 83.47794671356678 10.489774841815231 4.2347952257841852 219.23040831275284 27.225258591584861 217.62451399583369 8.6912818830460292 2.5853912327438584
leaf_count=59 72 41 87 33 1127 1518 743 98 54 2163 462 2080 180 46
internal_value=8.8856e-05 -0.01558 0.000368894 0.021201 0.000142495 0.000377828 0.0022616 0.00822472 -0.00206438 -0.000457949 -0.0194738 -0.00148289 -0.025979 -0.0271393
internal_weight=899.318 15.3812 883.937 9.16611 874.771 867.569 490.941 189.838 376.628 345.168 31.4601 301.102 11.4635 7.20178
internal_count=8763 280 8483 105 8378 8245 4439 1616 3806 3290 516 2823 221 133
is_linear=0
shrinkage=0.05


Tree=257
num_leaves=24
num_cat=0
split_feature=28 28 12 33 44 15 11 28 33 38 38 12 10 11 30 10 43 36 12 12 13 16 43
split_gain=1.52775 2.81236 5.64116 5.52108 10.0764 7.59475 5.10282 3.81416 9.05444 4.65846 11.7153 4.01647 3.51554 4.10055 2.89887 6.9398 5.87381 5.62385 4.97843 3.66413 2.97894 2.84935 2.73318
threshold=0.11463978327039731 0.072382595847080969 0.049467299061877509 0.021199929118828904 1.0000000180025095e-35 0.83317852937178816 0.79432624959799569 0.048356399128317816 0.011232865026350364 0.050309557626319952 0.035554267047521078 0.058051073036258533 78.736889760808666 0.9262111163729877 0.0076302302162744593 79.890597484453323 0.78656609248549325 0.021279825591679628 0.055653068228191743 0.046285447993078245 1.8821765500237151 0.036903003479680674 0.12940952255126045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 5 -5 21 -7 14 12 10 -10 -11 13 -9 15 17 18 -1 -16 -18 -17 -4 -2
right_child=22 2 3 4 -6 6 -8 8 9 11 -12 -13 -14 -15 16 20 19 -19 -20 -21 -22 -23 -24
leaf_value=-0.00054620031428584881 0.0030900894050242731 0.027940808587259933 -0.0021899317224797661 -0.0089707165145063803 0.04361751454185811 0.025277634225690595 0 -0.01657538001821229 0.0033263199489064255 0.027898340746134138 -0.02929804739896006 -0.0032762995246158125 -0.00052312821564939915 -0.044691639138902631 -0.0020769649301144192 -0.03829198018329838 0.003277101740942652 0.010718025859999834 0.018847668475842901 0.032451913943277476 -0.0073585935898550815 -0.028060578191825111 -0.025825445058489452
leaf_weight=2073.2470808625221 16.457580476999283 24.782252296805382 17.588156178593636 16.148997604846954 20.329592451453209 25.410158693790436 93.302393905818462 39.279377713799477 117.85853439569473 23.973521366715431 35.724755883216858 17.609174773097038 17.589841410517693 20.179518550634384 159.16140294075012 16.341745927929878 17.846595883369446 116.9594738483429 34.44749528169632 28.765515804290771 15.794310480356215 28.75985586643219 15.589819714426993
leaf_count=6050 50 81 50 51 61 71 283 110 335 73 100 55 52 57 453 55 50 352 102 87 50 83 52
internal_value=-1.45773e-05 0.000101445 0.00545793 0.00265604 0.0202392 -0.00120949 0.0054607 -0.000340196 -0.00595614 -0.000197868 -0.00424397 0.0146006 -0.020458 -0.0262606 0.000278784 -0.000283185 0.00549645 5.3501e-05 0.00162801 0.0214196 -0.0233139 -0.0183767 -0.0108572
internal_weight=2993.15 2961.1 226.321 201.539 36.4786 165.061 118.713 2734.78 272.215 195.166 153.583 41.5827 77.0487 59.4589 2462.56 2222.34 240.221 2190.21 193.609 46.6121 32.1361 46.348 32.0474
internal_count=8763 8661 680 599 112 487 354 7981 782 563 435 128 219 167 7199 6507 692 6402 555 137 105 133 102
is_linear=0
shrinkage=0.05


Tree=258
num_leaves=31
num_cat=0
split_feature=39 39 36 9 26 13 14 5 39 28 1 5 27 20 28 32 15 5 28 30 5 5 39 5 32 40 21 16 31 40
split_gain=1.64321 6.69546 6.44192 5.34477 6.95087 4.25377 4.19753 3.9491 3.73903 3.71342 6.8524 4.33683 4.03273 3.62491 3.39498 3.19084 5.98289 4.30269 7.41217 6.20942 3.88239 8.49 4.29824 3.60198 3.16557 3.16021 4.06276 2.96557 2.87361 2.78505
threshold=0.0099226339083083107 0.0082998538929736753 -0.00013253663494150467 -25.4478341958432 0.013514052114053881 1.6874798795947579 0.8920207793700049 0.056440850360709595 0.0101009348105512 -0.054691144646274253 0.065286592722190687 0.088699612284977414 -0.013504989648070658 4.0197591845111686 -0.015405536795552701 -0.0010531548033969646 0.26722265490178893 0.10581735496558507 -0.04170289953503057 0.02295334471905346 0.076919153650104252 0.11943331422221885 0.011113637416383758 0.13935200317617116 0.0037528470224893139 0.0065698208868095248 -0.020098067407221518 0.044870350108690303 -0.0079622260894525575 0.011591995535162681
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 7 6 -5 -6 -4 25 -2 10 -1 13 -13 14 -11 20 -17 18 -18 -19 22 28 27 -23 -15 -3 -27 -10 -22 -24
right_child=8 2 3 4 5 -7 -8 -9 15 11 -12 12 -14 24 -16 16 17 19 -20 -21 21 23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=0.035330555451449933 0.022069914927160469 -0.0082789728018760507 -0.00022313855763532843 -0.029351466291820973 0.019508344435657757 -0.0096942114580344796 0.025794627327772823 -0.0049872337515272456 -0.013720624298914151 -0.0056004567808255867 -0.0019826867067463186 0.0013797120947387032 -0.034836423653488727 0.0052837013241025122 0.00067355275549620206 -0.021678724944769825 0.024219652550954845 -0.027498334505449473 -0.00051790718629413589 0.0090800233810998648 -0.0015277040460384217 0.032221994813157975 0.022800719242307945 0.0045026907243085794 0.029042863303343922 -0.01861168076195982 -0.048188667623945393 0.01399140094799008 -0.023722834519700614 0.0029090338902168582
leaf_weight=21.177657335996628 23.113051429390907 22.45278200507164 40.859002187848091 28.914141461253166 19.622642412781715 33.724682196974754 24.514974310994148 44.028168931603432 23.042367815971375 247.59882827103138 28.598147481679916 13.507115557789804 16.965224921703339 66.083711341023445 1662.6488373950124 33.877982750535011 36.269124463200569 28.928268268704414 178.76369152963161 18.994441404938698 26.764588847756386 17.053970441222191 67.472096487879753 38.874730691313744 18.016776919364929 28.441196963191032 20.840986847877502 16.384136319160461 33.377846390008926 24.652799516916275
leaf_count=64 68 68 126 91 60 106 73 140 66 785 93 47 63 198 4877 116 114 114 543 61 88 52 196 117 52 87 65 53 107 73
internal_value=-1.04895e-05 -0.000598074 -0.00810657 -0.00114367 -0.0096496 0.00097016 0.00948155 -0.0169347 0.00240083 0.000353167 0.0138314 1.86985e-05 -0.0186678 0.000307644 -0.000137293 0.00155276 -0.00193053 0.000602009 0.0036406 -0.0129075 0.00574757 -0.000878052 0.0116277 0.0130866 0.0104614 -0.0241809 -0.031293 -0.00207181 -0.0139475 0.0175408
internal_weight=2905.56 2337.99 263.399 147.635 82.2615 53.3473 65.374 115.763 567.569 2074.6 49.7758 2024.82 30.4723 1994.35 1910.25 544.456 296.834 262.956 215.033 47.9227 247.623 116.071 131.551 55.9287 84.1005 71.735 49.2822 39.4265 60.1424 92.1249
internal_count=8763 6995 816 456 257 166 199 360 1768 6179 157 6022 110 5912 5662 1700 948 832 657 175 752 364 388 169 250 220 152 119 195 269
is_linear=0
shrinkage=0.05


Tree=259
num_leaves=15
num_cat=0
split_feature=28 36 36 16 20 11 14 17 28 9 11 12 34 28
split_gain=1.57131 2.12633 2.47245 3.5119 2.93253 6.39795 2.78207 2.18135 7.52458 4.42412 2.07573 2.79687 2.05783 1.82027
threshold=-0.12749928364775812 0.041761614254690278 0.027813553469027589 0.08527809788924394 2.4094917374864031 1.1228137912775371 1.9858110062208139 1.751662621706233 -0.0035556165959772603 -13.483399768488246 -0.32370747355602258 0.046128852841691256 0.010426742631469922 0.11463978327039731
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 6 4 5 -4 7 9 -9 -2 -8 -12 -1 -3
right_child=1 13 3 -5 -6 -7 10 8 -10 -11 11 -13 -14 -15
leaf_value=-0.033739734395843185 0.0011226629639800208 -0.033903421658993772 0.011053766694052523 -0.019804927780289229 -0.0048081607995792523 0.070182033076327935 0.022472926030825739 0.058381237469959914 0.0011664625396109927 -0.016362915834154192 -0.0068685531236843071 -0.034511642094008997 0.015404821616297824 0.010233106556795811
leaf_weight=7.1994496509432775 713.68768400978297 8.0071617597714049 14.374754315242177 6.245540862902998 7.7207128033041945 6.8343794755637637 4.139558592811226 7.1484585441648951 28.688077347353101 37.997675683349371 39.087235578335822 12.18227814696729 2.7789008542895317 3.0129908118396989
leaf_count=135 6544 152 159 79 69 61 70 58 274 413 460 217 40 32
internal_value=8.38495e-05 0.000311878 0.000592498 0.0135617 0.0209807 0.0305817 4.38207e-05 0.000812202 0.0128492 0.000230058 -0.0107688 -0.0135886 -0.0195402 -0.021403
internal_weight=899.105 889.127 878.106 35.1754 28.9298 21.2091 842.931 787.522 35.8365 751.685 55.4091 51.2695 9.97835 11.0202
internal_count=8763 8588 8404 368 289 220 8036 7289 332 6957 747 677 175 184
is_linear=0
shrinkage=0.05


Tree=260
num_leaves=31
num_cat=0
split_feature=31 28 44 33 31 28 28 16 30 37 32 31 1 1 21 28 7 1 40 40 7 42 30 30 12 33 21 12 33 39
split_gain=1.4948 7.20619 5.839 7.09577 4.99777 6.181 5.89447 7.19193 5.60295 6.36192 7.87158 5.00255 6.93485 6.38783 9.58625 5.90026 5.89692 5.52927 5.43319 5.0862 4.51156 6.43691 4.32952 7.23728 5.93951 10.3419 8.66592 5.72456 5.30306 5.18424
threshold=0.004329149762212753 0.020248279938613441 -0.12940952255126037 0.0093761712901921316 0.00093942940457225404 0.019913795886151511 -0.00471321995423461 0.021613386318852981 6.542148708777125e-05 -0.0022514495726913548 -0.00042779082122352868 -0.001812871709782687 0.029533000767505244 0.048733084952771545 -0.022014342010346934 0.023185633735225922 34.983803928301946 0.033160013317939753 0.0043626102090538622 0.0039727627525096669 86.211288421990417 0.68252049325496034 0.0042052323240486132 0.0078816678395305321 0.060717853779974094 0.016634271022091446 -0.019171047732634675 0.035629592936382452 0.0077375070789253778 0.0077888386115400722
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 11 6 7 -6 -7 -10 -11 12 16 14 -13 18 -1 -16 -14 -18 21 -8 29 27 26 -26 -25 28 -24 -3
right_child=1 22 3 -5 5 8 20 -9 9 10 -12 13 15 -15 17 -17 19 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.012250352151535479 0.02239557744281305 0.0021110060298771133 0.023459133665445438 -0.0047002303732733442 0.025538356770481205 0.028829907293297648 -0.0086315892099923415 -0.0077571440024055364 -0.015872906890663837 0.024312208541661696 -0.0013746676350572798 0.033416561238215306 0.027376646475698194 -0.0049470198026169985 0.0011685254832823489 -0.020846635862170806 -0.0098461840868832064 0.014382612921366875 0.00020600236180045748 -0.03757677862306754 0.011921896402720058 -0.025906271482210287 -0.013156157488271964 0.02114099173597446 -0.024813707244806645 0.0010139577726977426 0.0014384352581729774 -0.014484516924766079 0.023315628118157378 0.033744540755811236
leaf_weight=15.882397875189779 66.921817615628242 39.829474985599518 31.499256700277328 76.005017578601837 24.485642701387405 16.910464912652969 167.34804747998714 47.288727477192879 54.818075746297836 36.457356631755829 160.40207175910473 33.535657152533531 18.778482377529144 128.73500033468008 245.27374841272831 32.46692780405283 41.195969611406326 117.49095679819584 743.5536026507616 28.421430081129074 17.314669743180275 80.636154145002365 17.951909780502319 70.042885482311249 50.868430882692337 160.41513500362635 276.58639036864042 147.7745186984539 21.915805473923683 19.380287542939186
leaf_count=45 194 111 91 216 71 48 472 136 150 100 462 98 52 367 719 93 132 328 2251 82 53 248 52 196 146 489 814 420 64 63
internal_value=-1.33495e-05 0.00158693 0.0107982 0.00351826 -0.000795084 -0.00459285 -0.00910222 0.00355169 0.001049 -0.000808477 0.00336695 0.000838304 -0.00146121 0.00470284 0.00785059 0 -0.0149832 0.00546482 0.000885356 -0.0212766 -0.0125445 -0.0142771 -0.000404418 -0.00144456 0.00140485 -0.00518943 0.00543907 -0.00993955 0.00677593 0.0125889
internal_weight=2990.19 979.191 174.426 107.504 2011 605.661 337.073 71.7744 268.588 251.678 196.859 1405.33 880.299 525.035 396.3 794.799 85.4998 362.765 762.332 69.6174 265.299 247.984 804.765 745.555 557.913 211.284 346.629 187.642 39.8677 59.2098
internal_count=8763 2856 501 307 5907 1740 980 207 760 712 562 4167 2655 1512 1145 2396 259 1047 2303 214 773 720 2355 2181 1645 635 1010 536 116 174
is_linear=0
shrinkage=0.05


Tree=261
num_leaves=16
num_cat=0
split_feature=33 25 40 31 44 21 33 5 33 31 11 11 33 0 35
split_gain=1.58328 3.58939 2.25888 4.27138 5.86909 5.46114 3.44643 3.42371 2.04425 10.8269 6.46417 3.37406 3.20938 1.92536 1.5972
threshold=0.0042703287206451923 0.00016413113460468239 0.0030713528812234682 0.00035576964593093209 0.37940952255126048 -0.0080771749343561822 0.0054637429555784737 0.014101223325073237 0.0064053313347909452 0.00093942940457225404 0.43040734492377636 0.57150209659735707 0.0065650454199804092 0.97607358319575976 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 14 -2 9 10 -8 -11 -10 -14 -4
right_child=2 -3 6 4 -6 -7 8 -9 12 11 -12 -13 13 -15 -16
leaf_value=-0.030377011657342048 0.0080345498793136239 0.0078708842897212764 -0.005061722613294275 -0.025084709151103113 0.014605362264343738 -0.0085816592361146297 0.011853362141694487 0.034834169258082429 -0.018724167380518165 0.0068755824240743606 -0.025338223332268147 0.03409267601876536 0.00015035435501013642 -0.0080075609672009482 -0.027617977267952249
leaf_weight=13.137127473950388 21.737582147121429 11.069060415029524 16.708047553896904 19.586295306682587 17.443525418639183 18.044855445623398 19.806148648262024 28.145205199718475 23.193272650241852 19.253144919872284 27.81090447306633 29.997886925935745 2545.045648932457 74.328579731285572 15.979590326547621
leaf_count=70 62 35 50 61 57 54 58 91 68 56 82 87 7642 239 51
internal_value=-1.1668e-05 -0.0127208 9.39602e-05 0.00729168 -0.00626438 0.0147534 -0.000177008 0.0232951 1.40385e-05 0.00714589 -0.00977131 0.0235898 -0.000245761 -7.95265e-05 -0.0162916
internal_weight=2901.29 24.2062 2877.08 104.957 37.0298 67.9276 2772.12 49.8828 2739.44 96.8681 47.6171 49.251 2642.57 2619.37 32.6876
internal_count=8763 105 8658 325 118 207 8333 153 8232 283 140 143 7949 7881 101
is_linear=0
shrinkage=0.05


Tree=262
num_leaves=18
num_cat=0
split_feature=28 34 36 36 44 4 15 36 19 27 31 13 43 20 24 29 28
split_gain=1.49878 2.0391 2.02749 2.2794 3.62083 4.25963 3.68455 2.55779 2.54039 3.66713 3.95698 2.89106 4.45154 3.42972 2.85553 2.37048 1.775
threshold=-0.12749928364775812 0.010588192502255735 0.041761614254690278 0.027813553469027589 0.37940952255126048 0.87223175593620794 1.186379892615687 0.03344802095156741 0.96974226731088053 0.0039180375625367135 0.01632982287915587 1.4132028841018776 1.0000000180025095e-35 -2.7740007274568468 0.011074176855110066 0.018695923794928574 0.11463978327039731
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 6 -5 -7 11 14 -11 13 -13 -2 -10 -6 -4
right_child=2 -3 16 4 15 7 -8 -9 9 10 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.033659111175632049 -0.018801304349321327 0.015479389150751184 -0.033818209917496511 0.026817902748282298 0.010592034512096248 0.060233499893217059 -0.034118892243526447 0.016119040357285348 -0.0087774939842940325 -0.020119452720070267 0.02740337770567787 -0.0011894134121533072 0.031918328771285837 0.0008637902188523809 0.021853377063311988 -0.034256253888364452 0.0098161428140900175
leaf_weight=7.032638553529976 22.795947743579745 2.7698500100523233 7.7648906707763654 5.2336666490882653 6.1792840622365457 7.9736268706619722 4.5260022804141045 6.3405511472374201 15.706336196511986 49.71794742718339 4.6311890985816708 21.662065107375383 18.548937622457743 695.21247924864292 14.356295043602584 5.2947929296642542 3.0375087652355433
leaf_count=136 250 39 152 55 67 64 55 58 139 581 78 161 153 6536 138 69 32
internal_value=8.36624e-05 -0.0192532 0.000304649 0.000576167 0.0129608 0.0240062 -0.000993575 0.041287 4.62886e-05 -0.00817023 -0.0159352 0.000968575 0.0140001 0.000229952 0.00570835 -0.00978869 -0.0211126
internal_weight=898.784 9.80249 888.982 878.179 35.5479 24.0738 9.75967 14.3142 842.631 84.4118 54.3491 758.219 40.211 718.008 30.0626 11.4741 10.8024
internal_count=8763 175 8588 8404 368 232 110 122 8036 936 659 7100 314 6786 277 136 184
is_linear=0
shrinkage=0.05


Tree=263
num_leaves=31
num_cat=0
split_feature=44 15 32 14 41 41 7 3 24 15 36 8 24 24 29 25 42 36 29 1 24 41 39 17 9 15 28 16 4 28
split_gain=1.50304 4.4354 3.48987 3.37117 3.55328 4.66331 4.66685 3.92133 3.2077 6.20408 4.56702 4.45282 4.84443 4.29528 4.68745 5.11792 5.19524 4.71143 5.08916 4.03312 4.03264 5.32899 3.99574 3.82663 3.80883 4.60522 3.6729 3.56059 2.9476 2.83408
threshold=0.60355339059327384 0.057900811006643675 -0.0054775527984247327 2.3016725040780672 0.00049049567084357315 0.00069845366006247769 89.165349738602075 0.056581507009014598 0.0075491579823724151 0.90309812256711242 0.0056455721761612407 10.604883308866336 0.0065985477078591695 0.011947139876288357 0.013366596187858073 0.017308479585084698 0.965028708192052 0.020799525380313936 0.0091199595735498313 0.029835726623776222 0.0046615226140109076 0.0033525197926814513 0.0025685586456512251 0.32440084231129634 -8.9165758566852187 1.1160449514565378 0.048356399128317816 0.088432700052541433 0.76455344468271458 -0.027097889123000842
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 7 -6 -7 -3 9 11 28 12 22 19 17 16 -16 18 -15 -10 23 -22 -1 -13 25 -21 -19 -17 -11 -4
right_child=1 3 29 -5 5 6 -8 -9 13 10 -12 20 -14 14 15 27 -18 26 -20 24 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0083274373783877847 -0.012121006100593537 -0.0021499321850647333 0.020664428248794931 0.014107988850721211 -0.026595838605368811 -0.0031952542308210452 -0.024028956375894934 0.026708357324025562 -0.0077911095208274593 -0.02815060933402716 0.0052497894448229826 0.0048252263495888216 -0.023110938994000917 -0.0017673349052674437 0.0065249588063445614 -0.023439497249527607 0.033708879338166714 0.016033097463671406 -0.017275791805293966 0.010644140757183347 -0.0095171165858520326 0.015665911239774104 -0.0017086643509525033 0.027259668459657067 0.03188951125005858 -0.013160815365948531 -0.0082468697481419811 0.0034875650502050278 -0.0071079835074608789 0.0040430921704867505
leaf_weight=111.53285411000252 20.781280219554901 30.087247878313065 40.468324437737465 26.467165410518646 24.036918148398399 595.78063969314098 28.158956870436668 18.934007123112679 35.240299373865128 41.692516326904297 24.573136612772942 38.940581321716309 24.363575533032417 160.98157151043415 176.37971475720406 22.341221213340759 19.589297652244568 46.137219876050949 79.347846075892448 217.16313102841377 53.298018887639046 34.516231089830399 884.09850791096687 38.369132339954376 18.760789215564728 22.147107169032097 23.109290614724159 26.471101656556129 29.043397590517998 72.652279019355774
leaf_count=333 65 90 137 80 72 1759 84 55 101 124 71 117 70 468 531 68 58 138 232 621 150 98 2547 115 55 65 67 94 86 212
internal_value=-1.2175e-05 -0.00178121 0.00656232 -0.00333307 -0.00400446 -0.00499164 -0.00414721 0.00892621 0.000698233 -0.000878177 -0.0131445 0.000105108 -0.00112397 0.00308517 0.000486236 0.0056635 0.0092836 -0.00359178 -0.0069135 0.00797826 0.00772367 0.000331 -0.000578653 0.016045 0.0101532 0.00841564 0.00785796 -0.00875735 -0.0196036 0.0100465
internal_weight=2985.46 857.367 133.902 723.465 696.998 647.977 623.94 49.0213 2128.1 1280.43 95.3091 1185.12 1019.99 847.669 554.357 244.781 195.969 309.576 240.329 293.311 165.124 87.8142 995.631 77.3097 258.071 239.31 69.2465 48.8123 70.7359 113.121
internal_count=8763 2554 414 2140 2060 1915 1843 145 6209 3711 281 3430 2950 2498 1656 751 589 905 700 842 480 248 2880 232 741 686 205 162 210 349
is_linear=0
shrinkage=0.05


Tree=264
num_leaves=31
num_cat=0
split_feature=35 24 43 1 1 1 20 16 36 3 1 12 41 44 31 38 14 20 3 4 39 20 20 37 21 16 29 17 12 27
split_gain=1.63115 5.32141 3.90949 3.60327 4.75614 3.58494 4.90126 4.75399 4.04462 3.60976 3.29664 4.91235 3.96542 3.56543 3.2912 3.16433 4.35732 3.10042 4.13654 3.05554 3.04436 2.90129 2.873 3.31876 3.80136 2.61416 2.5948 4.09756 2.27048 3.25077
threshold=0.0095766070353945371 0.0094228780586235617 0.91597561503675362 0.036311527861879071 0.12928441304538471 0.061620732327745426 -0.38791114092647722 0.068765072633077837 0.0082508939245326002 0.048466030195755468 0.13770964538831579 0.066550754139052828 0.0066246012357909926 0.1294095225512602 0.014849112527043663 -0.031088296178177096 0.31530610192324487 -4.2734160986308103 0.060894277548309665 0.40544754029682656 0.0082035549842416015 -0.46214021683211876 4.7764982782858256 0.044375796314983791 0.013665859882207492 0.05231272635086124 -0.03173374529150929 -0.079972350833036374 0.050367003410966817 0.0097067527190228906
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 5 -2 15 6 9 21 -8 -3 17 13 19 -12 -9 -5 -17 18 25 -13 -4 -7 23 24 -19 -1 -14 -28 29 -24
right_child=1 2 20 4 -6 7 8 14 -10 -11 11 12 26 -15 -16 16 -18 22 -20 -21 -22 -23 28 -25 -26 -27 27 -29 -30 -31
leaf_value=0.011578316937849482 0.031759111892907303 -0.0077108166031610113 -0.028485026252088513 -0.018213005587348337 0.027641625357439401 0.0018201674253998227 0.010168712745702038 -0.008083630532358518 -0.016085176606856013 0.014898735090046909 -0.042847631738231806 0.027123889358649109 0.0039949211073432135 -0.0082371010127332174 0.012041357738583044 -0.010207238992357445 0.017312310001706657 -0.00083142209010956874 0.029876068218291887 -0.0018171119559212954 0 0.017315525146978036 0.01310171443248534 -0.022656011118208617 0.022278063843524314 -0.013413073927957373 -0.031818914196394814 -0.00019149972067786941 0.024222507869940554 -0.012233531218669172
leaf_weight=27.814136013388634 19.043151348829269 29.416300103068352 20.460919797420502 15.502801492810248 23.309815242886543 48.668328419327736 17.558163270354271 75.643617488443851 81.710700288414955 43.179997429251671 15.353645130991938 15.233046993613241 19.964391946792603 15.289520442485808 27.541033625602722 22.688233643770218 38.27425517141819 2033.5651828050613 19.470808759331703 21.761105947196484 17.344900697469711 83.114743307232857 35.11874221265316 17.15798394382 17.840204402804375 16.550925821065903 23.032528758049011 18.953788951039314 18.818593725562096 19.522596791386604
leaf_count=80 54 87 65 59 72 144 51 250 248 125 60 46 59 58 88 68 113 6056 59 75 57 253 105 62 55 51 78 67 59 59
internal_value=-1.3106e-05 0.00239953 -0.00010197 0.0117948 0.00790641 0.00131734 -0.00415291 0.00533985 -0.0113856 0.00567047 -0.000597405 -0.00834537 -0.0028611 -0.0258242 -0.0026572 0.00179674 0.00698861 -0.000139609 0.0107069 0.0100061 -0.0154704 0.0116366 -0.000465674 -0.000813162 -0.000626935 0.00213333 -0.0106291 -0.0176946 0.00923911 0.00395263
internal_weight=2898.9 563.457 444.639 118.818 99.7751 406.833 171.865 234.968 99.2689 72.5963 2335.45 129.588 98.9449 30.6432 103.185 76.4653 60.9625 2205.86 63.8359 36.9942 37.8058 131.783 2142.02 2068.56 2051.41 44.3651 61.9507 41.9863 73.4599 54.6413
internal_count=8763 1734 1368 366 312 1246 511 735 299 212 7029 443 325 118 338 240 181 6586 190 121 122 397 6396 6173 6111 131 204 145 223 164
is_linear=0
shrinkage=0.05


Tree=265
num_leaves=31
num_cat=0
split_feature=10 33 12 27 38 40 7 7 8 31 36 31 24 5 40 4 21 5 43 27 28 8 38 25 25 4 25 27 20 35
split_gain=1.48805 4.44859 7.01978 4.79422 7.03241 6.0061 3.627 7.46382 5.61509 4.23556 6.43517 5.25857 3.57395 3.32844 3.99684 3.09103 6.77811 5.03036 5.11232 7.40941 5.30975 4.59506 5.90397 5.79217 5.03332 4.97295 10.0188 4.88938 2.64565 2.61451
threshold=46.245523500524534 0.0076316311310877724 0.035494687757710079 -0.00012353654629670415 -0.0204859518450447 0.0050789324085969033 38.175156053980864 34.983803928301946 -38.361812669940797 0.0033038472700123232 0.012028808487282829 0.0075718972908988763 -0.0068773195221363435 0.016913789512658029 0.0027658578090413955 0.56548733000564355 -0.0027185763449136834 0.013064596387952704 -0.37940952255126059 6.1104316026595941e-05 0.043661678900185068 39.673503495537084 0.04362867292218154 -0.0052432359212262634 -0.0062386039378299419 0.6445482928391314 0.0023719272196376017 0.00077898299262214182 -26.062426785557836 -0.0046353575457471754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 -3 -6 7 12 -9 10 -8 -11 -4 14 -1 16 17 -2 19 -19 -20 22 23 24 -17 26 27 -23 -27 -25
right_child=15 2 6 -5 5 -7 9 8 -10 11 -12 -13 -14 -15 -16 21 -18 18 20 -21 -22 25 -24 29 -26 28 -28 -29 -30 -31
leaf_value=-0.023248343644886822 0.041910691036822947 -0.0044851628544449679 0.0077461623683321591 -0.020194807385884271 0.012879001576689225 0.066538880582191859 -0.025825989539152074 0.0052974420275828686 0.060446352840770837 0.027536424818107454 0.013511380378085509 -0.023507105787807195 -0.01143641298839089 -0.027250965230089654 0.027802503810064324 -0.007263870583604351 0.056866024159058108 0.039178815266570736 -0.0078590454813091942 0.0018054103317213161 0.019479955912577146 0.0014867866618482528 0.034546712675762176 -0.0024833475842811568 0.047362441833456163 0.037209776452964284 -0.028807251514193912 0.055468652424981196 -0.00073204323601961134 -0.031141314524347652
leaf_weight=7.754770250990985 8.6930520236492139 11.574690215289591 40.15816068276763 6.3368773013353339 9.6149146407842654 12.204891845583914 52.452053772285581 10.522785117849709 8.4738903772085887 12.876208540052177 12.712117444723843 8.0833783969283086 60.46503315679729 29.214891945943236 7.3686052747070789 20.415862666442994 6.4365629069507113 20.689618203788996 97.089096182957292 37.494330938905478 21.575890425592661 6.1773670800030294 6.2618536427617064 10.452124468982218 5.1882718801498404 4.5642878785729399 7.0494410954415789 14.425276793539522 302.38320640753955 39.754262367263436
leaf_count=78 38 92 579 57 82 78 544 112 68 100 141 90 733 346 50 213 36 132 813 272 190 46 92 100 43 40 69 123 3018 388
internal_value=8.72866e-05 -0.00285506 -0.000199113 0.018993 0.0266166 0.0432883 -0.00393704 0.00165999 0.0303474 -0.0117618 -0.0180666 0.00759516 -0.00373102 -0.0174135 0.0013161 0.00149676 0.00674749 0.00495222 0.00308461 0.0152252 -0.0028339 -0.000911519 -0.0115136 -0.0154244 0.00375196 0.00167673 0.021947 0.0396099 -0.000139632 -0.0252914
internal_weight=898.464 289.813 245.475 39.7314 33.3945 21.8198 205.744 119.62 18.9967 86.1238 65.1642 20.9596 100.623 44.3383 15.1234 608.651 191.979 185.542 176.849 58.1839 118.665 416.672 82.0724 75.8105 25.6041 334.6 27.6521 20.6026 306.947 50.2064
internal_count=8763 3150 2676 309 252 160 2367 1492 180 875 685 190 1312 474 128 5613 1481 1445 1407 404 1003 4132 836 744 256 3296 238 169 3058 488
is_linear=0
shrinkage=0.05


Tree=266
num_leaves=18
num_cat=0
split_feature=40 21 1 21 1 27 3 32 3 38 12 27 8 32 39 40 1
split_gain=1.44076 6.94158 6.62784 5.59441 5.2061 5.5647 4.6973 4.77489 4.33418 4.45244 4.26954 9.3809 6.29248 4.19842 3.67819 3.64335 2.94858
threshold=0.0030713528812234682 -0.010079026747247316 0.013179427324124379 -0.0040110033037723111 0.019661044564810874 -0.00088376658830477915 0.031502274575608093 -0.0002328930263867846 0.02976462485854486 0.0078209352801369442 0.029719085943912083 -0.0040302632675797674 86.400812215483981 0.00022513759071962635 0.0023393289208932465 0.0035649024003656746 0.025502394274171034
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 14 5 -2 -7 -8 9 -6 11 -10 -13 -1 -4 -12 -17
right_child=4 2 3 -5 8 6 7 -9 10 -11 15 12 -14 -15 -16 16 -18
leaf_value=-0.0078310865779564962 -0.011921656407812217 0.028691453943243045 -0.010180943193112073 -0.03078140586128263 0.030318176982138196 -0.0035611103910249452 0.040253741856807919 0.0097354652056081039 0.021601605231724913 -0.0018610167628872283 0.022665115258677284 -0.02049606069003633 0.0046598799551679478 -0.038881690341257449 0.019061050617939525 -0.0078197012003475268 0.0002746784378238548
leaf_weight=27.089442029595375 18.680491805076599 19.797491759061813 21.127559140324593 15.129027411341665 23.295922994613647 17.524653717875481 27.928603321313858 24.737735897302628 21.671794086694717 19.354180932044983 17.60180190205574 93.766829654574394 33.365430012345314 18.785597510635853 21.488992750644684 117.82176131010056 2443.8704465031624
leaf_count=84 54 69 72 54 67 51 81 69 61 61 49 273 102 77 64 328 7147
internal_value=-1.18795e-05 -0.00530058 0.00376736 -0.00472601 0.000214804 0.0121208 0.0185984 0.0260595 -0.000165699 0.0156284 -0.000415015 -0.00864751 -0.0138562 -0.0207118 0.00445711 5.83108e-05 -9.59512e-05
internal_weight=2983.04 123.418 77.5431 57.7456 2859.62 88.8715 70.191 52.6663 2770.75 42.6501 2728.1 148.804 127.132 45.875 42.6166 2579.29 2561.69
internal_count=8763 420 259 190 8343 255 201 150 8088 128 7960 436 375 161 136 7524 7475
is_linear=0
shrinkage=0.05


Tree=267
num_leaves=9
num_cat=0
split_feature=1 28 31 28 36 11 3 43
split_gain=1.55137 3.58869 4.74543 5.7954 3.80589 4.74333 3.65237 3.63012
threshold=0.28472972050346751 -0.14855972285802657 -0.02130081033678435 -0.095628449592824114 -0.040496431007141946 -0.23805311480145847 0.098689519057163513 -0.25881904510252113
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 -6 -7 -4
right_child=-2 2 4 -5 5 6 -8 -9
leaf_value=0.017657827374153428 -0.013811954101820427 0 -0.0011261613019673932 0.038720766770540649 -0.023028820354761059 0.0001596098705823467 -0.0064698361130572386 0.026208732618493619
leaf_weight=28.658308610320091 20.129493147134781 21.603183671832085 22.050913587212563 17.282242551445961 23.239527016878128 2511.3272862657905 226.29200240969658 26.030089154839516
leaf_count=89 68 68 68 51 76 7543 721 79
internal_value=-1.25566e-05 8.27495e-05 -9.29706e-05 0.0172292 -0.000335154 -0.000579999 -0.000386771 0.0135923
internal_weight=2896.61 2876.48 2847.83 38.8854 2808.94 2760.86 2737.62 48.081
internal_count=8763 8695 8606 119 8487 8340 8264 147
is_linear=0
shrinkage=0.05


Tree=268
num_leaves=31
num_cat=0
split_feature=39 40 40 3 29 1 21 1 1 39 3 41 16 33 16 33 34 42 38 10 34 27 8 17 25 36 24 1 21 10
split_gain=1.48093 1.9236 7.75975 6.37511 4.78408 4.31131 4.97342 3.81568 5.12903 3.70246 3.37321 4.18509 3.28895 3.0051 2.87838 2.4474 2.23237 1.85148 3.57391 2.70682 3.8216 2.83864 2.54219 3.79136 3.41749 2.11296 1.70512 1.65418 1.40193 2.04201
threshold=0.011487215153331879 0.0073754352970243084 0.0076380508849767581 0.058244261906817037 0.0028885691178012212 0.072176926531100818 0.00089772857442038895 0.046300333808057557 0.078997237212192539 0.010285913121969947 0.032266835123050737 0.0023389781464709871 0.025740174428809045 0.013295854837414457 0.033111311185896795 0.0084201310513151995 -0.0029275803742151991 0.91129957268285755 0.027751169402414847 58.292604424947548 -0.0027692910230674435 0.014974756887959543 -87.686548223711938 -1.8232533855535527 -0.036144259912678875 0.027069061842374679 -0.026324631197809437 0.044566910586626589 0.011280438773454223 73.428481240981355
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 4 -4 6 9 -3 -9 13 -8 -12 16 -1 -14 -7 -5 18 22 -20 -21 -22 23 26 -25 27 -2 -24 29 -17
right_child=17 2 3 12 -6 15 10 8 -10 -11 11 -13 14 -15 -16 28 -18 -19 19 20 21 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019660488215164662 0.011025771974283409 -0.000356137599842022 0.047016777173018227 0.004771857448954234 0 0.020200352020668152 -0.0069346714480422074 0.060656654324808226 0.0037976030872319093 0.03634252300947384 0.05073372481403457 0.0060255885640306964 0.013782661567366798 0.020459355426936335 -0.0025734059992483498 -0.011417755384575337 -0.035299856802040418 -0.033627564866337646 0.036195202826156916 -0.027698050201063969 -0.012864463261351482 0.035412804259890518 0.0075542972771521361 -0.0046838011588041387 0.061733721427040471 0.013122192926924632 -0.033365003359447858 -0.029313985110044384 0.0060114442707920089 -0.03566737871285957
leaf_weight=477.43574683927 3.0845775920897731 6.9622406847775009 12.50626875087619 4.6879270989447823 9.4585039019584638 4.1167437732219687 7.9774025119841125 12.433582648634912 6.106758724898099 6.5305141992866984 11.708273883908989 9.9608618859201652 32.879307700321078 15.294935718178747 145.31167060136795 20.08779470063746 11.214823374524711 5.717166129499673 7.2533617578446892 7.3647875450551572 4.6251212190836615 7.9903008071705699 3.1741783022880581 3.4741085432469845 3.9062129016965619 3.8984533194452515 5.9691387694329032 25.591964796185493 4.4995821602642527 16.635912418365479
leaf_count=4121 52 60 80 47 86 32 63 93 73 44 68 86 305 122 1651 221 129 100 89 110 70 100 27 64 44 62 126 414 48 176
internal_value=8.4015e-05 0.000733766 0.00447947 0.00137035 0.02685 -0.00083369 0.000426776 0.0305165 0.0423177 -0.000746791 0.0202943 0.0305341 -0.00149966 -0.00125578 0.000422564 -0.0156161 -0.0232188 -0.00630856 -0.00415567 0.0102479 0.000445913 0.017358 -0.0122511 0.00351962 0.0301562 -0.0203247 -0.0177397 -0.0250605 -0.0193541 -0.0226057
internal_weight=897.858 815.809 241.561 216.059 21.9648 574.248 528.908 25.5026 18.5403 499.261 29.6465 21.6691 194.094 492.731 178.191 45.34 15.9028 82.0494 76.3322 27.2336 19.9802 12.6154 49.0986 16.434 7.38032 32.6646 9.05372 28.7661 41.2233 36.7237
internal_count=8763 7505 2524 2298 166 4981 4504 226 166 4287 217 154 2132 4243 1956 477 176 1258 1158 369 280 170 789 286 108 503 178 441 445 397
is_linear=0
shrinkage=0.05


Tree=269
num_leaves=31
num_cat=0
split_feature=31 28 3 11 7 12 31 44 3 3 30 16 23 16 3 33 31 8 28 35 33 33 39 23 43 2 29 27 15 23
split_gain=1.44131 6.67375 7.02257 6.26206 6.24679 5.74088 7.9216 6.44894 5.60752 5.14907 5.14252 5.21892 5.62497 6.06553 4.73714 9.12425 8.29985 6.88499 6.75299 5.4344 4.42871 4.93339 4.12132 3.3017 4.50215 3.27412 2.92738 5.5708 5.69712 5.42071
threshold=0.0049437858204594348 0.043661678900185068 0.053484194383689558 1.0692568260087263 69.165675389902091 0.036336786861423435 0.0080755124465676353 0.37940952255126048 0.035538646764921002 0.065518232212199087 0.0036504616297093496 0.067941518505999901 0.029918565509323595 0.028764937345994765 0.072843054767993007 0.016634271022091446 0.009087930692719258 6.458922660669784 0.055453614248007328 0.0060274148526587865 0.010533418228101409 0.012061343269784161 0.0067967146606308813 0.055567921166582844 0.60355339059327384 0.89783914317560065 0.0022715356089598742 0.0025065000776255818 1.0559885091952255 0.080364823402806387
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 5 3 4 -3 8 7 9 -2 -7 26 12 -12 -14 16 22 18 -18 -4 -17 -8 -22 -16 24 -10 -15 27 28 -1 -28
right_child=1 2 14 -5 -6 6 20 -9 23 -11 11 -13 13 25 15 19 17 -19 -20 -21 21 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00014151914727936541 -0.0085038234748356558 -0.0076067059547319724 -0.032499982476779703 -0.00038962989871683425 -0.04783785245932988 -0.0023221196712502347 -0.0094430062957036216 -0.018293691418099941 0.041113580680225914 0.028169483256796087 0.0079533641174225761 0.012082385077205207 -0.034492591583943868 -0.014179272970341007 0.00055231764073882992 0.0088195265391228586 -0.010248972168977332 0.017650956159118637 0.00659695792032598 -0.0086967382658396548 0.034063463718390877 0.0095768417926032252 -0.027018725436299015 0.0080783620862709508 0.011520072233392676 0.0029373355358481533 0.0047572105036252574 -0.021004317236671677 -0.028995741346208182 -0.017468343220977647
leaf_weight=1311.7431287318468 17.488176703453064 18.019509822130203 21.489107131958008 34.034345075488091 21.657871305942535 74.680668324232101 19.4110466837883 55.520382329821587 33.366963446140289 16.840007245540619 34.38843946158886 29.108435168862343 30.168115794658661 107.32868993282318 18.057821273803711 109.22302004694939 27.045689284801483 115.23034289479256 22.213372692465782 74.169666260480881 28.715946704149246 75.80751733481884 50.26322041451931 27.834053710103035 21.935311317443848 37.110600546002388 467.35333535075188 33.9727543592453 17.239596664905548 28.968430936336517
leaf_count=3858 51 50 60 102 61 211 54 159 101 50 103 90 94 326 52 328 74 345 65 230 82 224 144 79 62 113 1349 98 51 97
internal_value=-1.14307e-05 0.00168136 -0.0020164 -0.0162844 -0.0297576 0.00678292 0.00297084 -0.00485222 0.0169858 0.00325845 -0.00072653 -0.00764377 -0.0104196 -0.0140692 0.000378222 -0.00408019 0.0064383 0.0123088 -0.0125437 0.00170728 0.0122892 0.016378 -0.0196682 0.0224116 0.0295077 -0.00974794 0.000156986 -0.00103745 -0.000521732 0.00344666
internal_weight=2980.39 883.004 511.404 73.7117 39.6774 371.6 270.976 147.041 100.625 91.5207 2097.38 238.104 208.996 174.607 437.692 251.714 185.979 142.276 43.7025 183.393 123.935 104.523 68.321 83.1363 55.3023 144.439 1859.28 1362.96 1328.98 496.322
internal_count=8763 2584 1511 213 111 1073 780 420 293 261 6179 726 636 533 1298 754 544 419 125 558 360 306 196 242 163 439 5453 4007 3909 1446
is_linear=0
shrinkage=0.05


Tree=270
num_leaves=23
num_cat=0
split_feature=41 15 17 5 28 27 1 16 21 21 31 5 5 28 28 30 21 33 39 41 5 21
split_gain=1.53357 2.99985 2.10161 1.58094 6.61551 11.1575 7.83926 5.9065 9.90452 8.34672 7.65285 5.77073 4.31975 3.14704 8.64445 5.80807 2.04788 8.3646 5.88604 4.90657 4.67129 4.02678
threshold=0.00012343902594122124 0.86705892440978005 -0.12443348680660106 0.024713127901306982 -0.010719217791563306 -0.0010220223931217117 0.024848874846707059 0.019525316452283583 -0.0084521266734920875 -0.014787738102025794 0.0044191426976022538 0.025964878153835847 0.016913789512658029 0.021638598589427255 0.0083350832393899055 -0.0018585396246485748 -0.019870122108608956 0.01045035268618889 0.0032575666250905261 0.0039358622855931317 0.026586545347236836 -0.018017183197149709
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 8 10 -9 -6 13 -10 14 15 -5 17 19 -19 -13 -18 -22
right_child=3 -3 -4 11 7 -7 -8 9 12 -11 -12 16 -14 -15 -16 -17 20 18 -20 -21 21 -23
leaf_value=-0.011424121254577656 0.024208021029923879 -0.025029179205082453 0.011954666041772831 -0.00032210294258604665 0.010392779149710263 -0.035056933749436893 -0.019889942494092854 -0.00032843136041372947 -0.0015257783495596644 0.039558650315748761 -0.012948219778085105 -0.0078708037686020492 -0.032614823286475247 -0.030189492103953566 0.0220993560156473 -0.038336948795582068 0.025150132567729591 -0.022761146929873192 0.0003857380476553894 -0.038260398353273412 0.0091573072657376575 3.5294598607680038e-05
leaf_weight=20.048166289925575 23.701321072876453 17.891980066895485 18.269692361354828 19.740889742970467 223.93879769742489 28.649778217077255 17.298546269536018 23.933517515659332 21.038170903921127 28.267113074660301 41.383281469345093 32.316840067505836 24.637213513255119 21.121910065412521 17.140327513217926 20.948889955878258 19.901932820677757 28.517708584666252 675.43687017261982 23.186642944812775 132.31413891911507 1414.4223990216851
leaf_count=60 67 54 56 62 657 96 54 67 80 81 125 97 78 68 51 66 60 85 2053 70 390 4286
internal_value=-1.26317e-05 -0.008185 -0.000145025 0.000147758 0.00293042 -0.0111506 0.00547756 0.0056468 0.00301256 0.0212095 0.00672985 -0.000351072 -0.018439 -0.0136368 -0.00746315 -0.0200624 9.82887e-05 -0.00202999 -0.000547957 -0.020702 0.00113327 0.000819403
internal_weight=2894.11 56.2098 38.3179 2837.9 432.848 69.6496 40.9999 363.198 310.997 52.2006 265.322 2405.05 45.6754 78.952 57.8301 40.6898 2326.1 759.458 703.955 55.5035 1566.64 1546.74
internal_count=8763 170 116 8593 1305 217 121 1088 940 148 782 7288 158 247 179 128 7041 2305 2138 167 4736 4676
is_linear=0
shrinkage=0.05


Tree=271
num_leaves=30
num_cat=0
split_feature=21 17 7 40 41 1 32 21 27 8 30 15 16 21 21 38 31 40 31 32 44 35 34 34 40 15 1 35 41
split_gain=1.45037 4.48033 4.55381 2.97383 4.13688 2.89284 2.37139 1.80656 6.11321 5.82104 9.83471 5.14729 4.73146 2.01366 2.41924 9.08825 2.44462 4.18708 2.73276 2.26134 2.79747 3.50675 2.74133 2.7069 3.46504 1.61405 0.715739 0.679403 0.507639
threshold=-0.030690498803829982 -0.17713404575390684 53.377691704534101 0.012085946088657731 0.0030007486028005071 0.056745925254189582 0.00066796392392182754 -0.025449332415642126 0.0056657982658081816 -26.003907800239329 0.0038668273479728842 0.035126375528553418 0.026919870311725446 -0.021370699897252165 -0.020769010554556377 -0.0029206504460678735 -0.010132526303410116 0.013191339565309091 -0.0088281796337112989 -0.00010296515316552539 0.60355339059327384 -0.0097757959538007904 -0.00036787732717624694 0.0016220086719849205 0.0073754352970243084 0.66520746020351662 0.052950097206417641 -0.021312141578720297 0.0059290846085823237
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 -1 27 8 9 11 12 -2 -11 19 15 -15 17 -16 -18 20 21 -9 -22 28 -25 -6 -10 -7 -21
right_child=7 3 -4 4 25 6 -8 13 26 10 -12 -13 -14 14 16 -17 18 -19 -20 23 22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0.017007156805545699 0.027234215816348873 -0.034703040511819862 0.0402281542813335 0.04063152672800082 0.0020730367585207782 -0.0064830512021205244 0.018501537331620115 0.02363748628986629 -0.0036820782224629362 -0.017343211092491189 0.079733739041224078 -0.027546361126926475 0.029252425162630172 0.067436281309537535 -0.031620685166041856 -0.0099921097366411915 0.028222094707481556 0.01039345245197509 0.00057742573996762787 -0.035545465736281638 -0.0027955440054383985 -0.01805396240404809 0.044093843553857419 -0.02284871755652923 0.026543121982710839 -0.033689840700568303 -0.03411642868046881 -0.034542405549179027 -0.014138037955082575
leaf_weight=9.8761809170246142 6.8584716562181738 16.917718858458102 7.3776619341224423 3.7499601971358087 5.0941991377621871 3.5038542598485973 3.4267003517597905 6.3525729272514608 3.1878449693322164 7.9987498782575193 7.3572270870208731 10.942432064563034 16.050439048558474 6.101200496777893 14.929316882044079 9.4692483302205765 8.9774404577910882 9.4973887931555492 649.37732759863138 13.544479552656414 6.0415203124284744 22.082302888855338 5.9333158135414106 8.0019100680947286 6.2078910898417226 7.2070897743105888 7.2324705552309752 9.133805448189376 4.8327536955475798
leaf_count=80 78 273 57 53 75 52 40 61 38 68 38 89 131 55 240 85 95 129 5954 138 61 219 51 81 70 147 118 133 54
internal_value=8.38844e-05 -0.00702149 0.00578746 -0.0200957 -0.0042707 -0.00393256 -0.0171409 0.000657475 0.00903501 0.0164662 0.0294091 -0.00612652 0.01354 2.29737e-06 0.00083512 0.0202655 0.000381797 -0.0151055 0.000966216 -0.00788706 0 -0.00851435 0.020196 -0.0176653 -0.000886604 -0.0185793 -0.0254045 -0.0272673 -0.0302934
internal_weight=897.263 66.2872 33.3182 32.969 16.0512 25.9405 16.0644 830.976 59.6276 49.2073 31.4064 17.8009 24.0492 771.349 698.352 15.5704 682.781 24.4267 658.355 72.9967 40.4097 28.4349 11.9748 32.587 14.2098 12.3013 10.4203 12.6377 18.3772
internal_count=8763 910 362 548 275 305 225 7853 560 404 237 167 199 7293 6558 140 6418 369 6049 735 392 280 112 343 151 222 156 185 192
is_linear=0
shrinkage=0.05


Tree=272
num_leaves=27
num_cat=0
split_feature=38 28 32 43 22 3 21 21 28 5 40 31 31 27 38 21 33 30 23 42 5 10 7 20 32 9
split_gain=1.39421 4.97144 5.40694 4.94151 4.47244 3.73228 7.48453 3.98408 7.39829 5.20032 5.49056 4.88975 7.48464 9.14347 7.02678 4.84402 6.41365 5.53796 4.09146 5.44624 4.51206 3.64891 4.94463 3.33965 3.20094 2.36242
threshold=0.00030233891926667594 -0.035305863462602248 0.0060046353236393327 1.0000000180025095e-35 0.24654894642568118 0.026017095402800835 -0.0077991028312612573 -0.012065989980184332 -0.026280887284001398 0.13350526803674442 0.0066524909854465044 -0.001654605622501434 -0.00041116277425175799 -0.0029875203109972601 -0.016010823620043909 -0.014604871610926677 0.012173696548214236 -0.0066649742344107327 0.020697321157551577 0.44551663812997888 0.02554561108927365 42.095327186066243 36.652168453025482 2.0456232135853285 -0.003365561249083159 -76.771048123774605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 25 6 -1 11 9 10 -9 15 14 -14 -13 16 -7 -17 19 -10 -20 22 -6 -4 -23 -3
right_child=1 2 23 -5 21 7 -8 8 18 -11 -12 12 13 -15 -16 17 -18 -19 20 -21 -22 24 -24 -25 -26 -27
leaf_value=-0.0021298789648113111 -0.032346014260087846 -0.0047349591546922845 0.037420898888085412 -0.0023436797015031108 -0.0017900832429485114 0.010801933720991728 0.041708402768544164 -0.0053770897490711357 0.021904196651553024 -0.012208945834886166 0.018880244492318919 -0.0026858178306215755 0.022706564170588139 -9.7917812165460486e-05 0.032217053718917046 0.007484060806060306 -0.0034171080092723137 -0.025052214516483585 -0.03436001182326142 -0.011253281560606274 -0.0076156744842241948 -0.019237400613852106 0.027017373060416496 0.0032117680023963169 -0.00060527605369328503 -0.028815380972688188
leaf_weight=22.723834484815598 24.60642197728157 20.910166710615158 14.822425536811354 31.800268709659576 31.161758691072464 118.72806335985661 16.664011180400848 32.763828426599503 26.272472128272057 28.389349192380905 78.245288074016571 20.1226726770401 52.536309570074081 263.92580233514309 48.490887135267258 19.278809413313866 237.76294942200184 39.054114639759064 16.808651685714722 23.057115450501442 269.62862019240856 23.349869519472122 27.899749919772148 14.375729233026503 1452.7942076325417 20.99151174724102
leaf_count=75 88 58 56 99 87 347 59 93 75 91 272 57 155 737 139 63 725 113 47 68 768 68 78 51 4234 60
internal_value=-1.13245e-05 -0.000975008 -0.000458998 -0.0155542 -0.000857364 0.00120386 0.016349 0.000730847 -0.00288982 0.0067717 0.0116774 0.00288798 0.00694612 0.00367807 0.0219191 -0.000867859 0.00130617 -0.0142191 -0.00691665 0.00631351 -0.00921397 -0.000413597 0.0117563 0.0208171 -0.000904672 -0.0169575
internal_weight=2977.16 1662.71 1606.31 56.4067 1577.11 1314.45 39.3878 1275.06 475.165 139.398 111.009 799.9 385.076 316.462 68.6136 414.824 356.491 58.3329 335.767 49.3296 286.437 1535.21 59.0615 29.1982 1476.14 41.9017
internal_count=8763 4879 4692 187 4585 3884 134 3750 1414 456 365 2336 1088 892 196 1248 1072 176 958 143 815 4467 165 107 4302 118
is_linear=0
shrinkage=0.05


Tree=273
num_leaves=11
num_cat=0
split_feature=1 28 30 12 27 28 25 43 28 28
split_gain=1.52011 3.2149 4.57992 3.39179 3.28616 11.8914 6.51543 4.84851 2.80279 6.0261
threshold=0.28472972050346751 -0.14855972285802657 -0.01965744978922826 0.093356273582339097 -0.010362793760692329 -0.026280887284001398 -0.022964955893752966 0.25881904510252091 -0.08438524901936649 -0.03944444709354044
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -7 -6 -10
right_child=-2 2 4 -5 8 7 -8 -9 9 -11
leaf_value=0.016733005643061027 -0.013675501148095397 0.029503427085287134 -0.0063269254984730187 0.0028989036434249145 -0.017832974623084245 0.001781468477914421 -0.031141211761515547 0.034090729408029791 0.01202939732223288 -0.00026111905902071944
leaf_weight=28.60116870701313 20.119906842708588 22.157324910163879 64.093784511089325 27.01194341480732 21.559680506587029 39.113373294472694 45.818806648254395 16.645669996738434 103.75667357444763 2501.7826226353645
leaf_count=89 68 70 218 83 66 120 195 51 320 7483
internal_value=-1.26603e-05 8.18352e-05 -8.45651e-05 0.0150248 -0.000352898 -0.00718089 -0.0167355 0.01156 7.60458e-05 0.000226833
internal_weight=2890.66 2870.54 2841.94 49.1693 2792.77 165.672 109.913 55.759 2627.1 2605.54
internal_count=8763 8695 8606 153 8453 584 413 171 7869 7803
is_linear=0
shrinkage=0.05


Tree=274
num_leaves=16
num_cat=0
split_feature=5 32 17 28 21 23 29 17 20 17 30 9 17 28 28
split_gain=1.4505 6.64425 7.24998 7.31493 4.59925 2.2119 3.13713 2.04665 2.0651 2.32506 5.92571 3.59475 1.95683 0.353202 0.0222155
threshold=0.017216765976106357 0.00079973558403439245 -0.31691000561492727 0.0038632602414315331 -0.010522113120844289 0.014972277129836601 0.0017811860532552795 2.8981618348204834 17.314721485414591 1.7750974613386716 0.00089846091667718621 -14.493175414620959 0.30968259784695079 0.0038632602414315331 0.043180978205904018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -2 8 9 11 -11 -7 -4 -14 -9
right_child=5 -3 12 -5 -6 7 -8 14 -10 10 -12 -13 13 -15 -16
leaf_value=0.033632462501547437 -0.031759912207418119 0.039250394960116008 -0.0033824145599518777 0.065138617462096912 -0.023765818103771319 0.00042765540901393945 0.011606502953515629 -0.033436086774380834 -0.027056866575838126 0.033480575695678173 0.0011146929886022151 -0.013839270061046441 -0.036486042305651244 -0.017305794635635516 -0.018429167357476406
leaf_weight=6.0736913010478029 12.517890116199853 12.903837107121943 14.045799147337677 6.4918640106916419 7.912177750840784 673.23410430829972 5.9584713131189337 3.4733013007789841 6.8036556690931311 18.185290515422821 64.022215891629457 47.12182947434485 9.249174337834118 5.3593035750091067 3.3131093289703131
leaf_count=41 128 64 94 37 77 6604 45 46 97 155 669 530 74 48 54
internal_value=8.59706e-05 0.00746062 -0.000849722 0.0217033 0.00086757 -0.000457006 -0.0175183 -6.25434e-05 0.000162238 0.000402557 0.00836714 -0.000500462 -0.0171605 -0.029955 -0.0272098
internal_weight=896.666 62.0358 49.132 20.4777 13.9859 834.63 18.4764 816.154 809.367 802.563 82.2075 720.356 28.6543 14.6085 6.78641
internal_count=8763 435 371 155 118 8328 173 8155 8055 7958 824 7134 216 122 100
is_linear=0
shrinkage=0.05


Tree=275
num_leaves=13
num_cat=0
split_feature=16 1 16 26 37 40 40 40 12 32 16 16
split_gain=1.46187 2.77781 2.7003 2.68564 4.17512 2.43833 5.51339 5.48769 4.64929 4.26303 4.00183 1.47126
threshold=0.0070184647095794042 0.013179427324124379 0.010655420698068692 -0.0010542883257549727 0.0010217975572712759 0.0030713528812234682 0.0040381606014398786 0.004220762241510123 0.033580176966474161 0.00010579793520869203 0.013668448328850837 0.015589867392065488
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 9 8 -8 -7 10 -4 -11
right_child=1 2 5 4 -6 6 7 -9 -10 11 -12 -13
leaf_value=-0.013556886469464902 0.016260642626762745 -0.026938745586280833 0.018514934563017758 0.011668548420183066 -0.022308559118501853 0.0054440240953491925 -0.017182304842808426 4.9301841048550243e-05 0.028806118252266307 -0.034565451185259881 -0.015041072816143995 -0.011371533977091869
leaf_weight=19.691822454333305 26.181970201432705 17.902443528175354 18.205534175038338 20.426242887973785 15.974013939499853 183.3243505358696 46.945905864238739 2554.1385534927249 24.201654136180878 15.048502430319788 17.09308086335659 14.268074780702589
leaf_count=70 91 54 56 61 52 530 135 7484 68 56 51 55
internal_value=-1.1938e-05 7.71268e-05 -6.6451e-05 -0.0111031 -0.00312537 0.000140776 0.000363574 -0.000260431 0.00820515 -0.00945185 0.00212786 -0.0235242
internal_weight=2973.4 2953.71 2927.53 54.3027 36.4003 2873.23 2808.61 2601.08 207.526 64.6152 35.2986 29.3166
internal_count=8763 8693 8602 167 113 8435 8217 7619 598 218 107 111
is_linear=0
shrinkage=0.05


Tree=276
num_leaves=16
num_cat=0
split_feature=33 27 40 31 28 44 41 33 33 31 11 10 33 10 13
split_gain=1.49842 3.28894 1.97849 4.06392 5.94375 5.58239 3.39492 3.0855 1.86298 9.94467 6.07905 3.3562 2.99873 1.8573 1.66309
threshold=0.0042703287206451923 0.0015399597794690542 0.0030713528812234682 0.00035576964593093209 -0.0035556165959772603 0.37940952255126048 0.001185319869509806 0.0054637429555784737 0.0064053313347909452 0.00093942940457225404 0.43040734492377636 52.689517811242645 0.0065650454199804092 48.715184938216389 2.3803679159788023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -2 13 9 10 -9 -11 -10 -4 -14
right_child=2 -3 7 5 -6 -7 -8 8 12 11 -12 -13 14 -15 -16
leaf_value=-0.031641856912993635 0.017872794184833857 0.0051922078086227945 -0.028539667955291306 -0.02488820273451188 0.032408034508790089 0.014107401438365925 -0.01125238568368591 0.011578869097283291 -0.018145716949212083 0.0045499964730530513 -0.024594545065348684 0.03236990279353897 0.00014485176095715985 -0.0040690421727445549 -0.0074642235572563546
leaf_weight=11.498354889452459 18.211162284016609 12.24199455976486 14.802435129880903 19.337184876203537 26.807090044021606 17.144450351595879 21.849548980593681 19.728227138519287 23.051803335547447 17.216026604175568 27.559251695871353 31.606008663773537 2536.8784191161394 17.413144558668137 73.790215730667114
leaf_count=68 55 37 49 61 87 57 65 58 68 51 82 92 7642 52 239
internal_value=-1.12128e-05 -0.0124961 9.09145e-05 0.00688076 0.0142202 -0.00643717 0.00187464 -0.000161576 1.84168e-05 0.0068541 -0.00940498 0.0226914 -0.000229383 -0.0155211 -6.85803e-05
internal_weight=2889.14 23.7403 2865.39 103.349 66.8678 36.4816 40.0607 2762.05 2729.83 96.1095 47.2875 48.822 2633.72 32.2156 2610.67
internal_count=8763 105 8658 325 207 118 120 8333 8232 283 140 143 7949 101 7881
is_linear=0
shrinkage=0.05


Tree=277
num_leaves=14
num_cat=0
split_feature=15 34 32 28 34 27 34 8 10 27 5 39 7
split_gain=1.44397 1.35492 4.98627 3.6263 2.99814 2.89093 7.24423 2.81859 3.21644 4.46395 2.49684 0.219263 0.152707
threshold=-0.37362373751579908 0.0096864835247308951 0.0050678209380599568 -0.111443528074976 0.0092422739838938801 -0.020018750120790005 -0.00175912820635693 -93.580072142787415 54.547512243302243 0.0043099314159921716 0.07994334603284943 0.009689924006295347 26.068949332488927
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 7 -2 5 6 -5 -3 12 -10 -7 -1 -9
right_child=1 2 -4 4 -6 10 -8 8 9 -11 -12 -13 -14
leaf_value=-0.032327361872084473 -0.033682344411335018 0.030347475500404886 0.035471306113193622 0.074544442954916246 0.035881292704670137 0.0011811939926427073 -0.013671914901233775 -0.017577599357317352 0.01774794883317431 -0.019423370159197068 -0.01123780439821912 -0.0073437091950809032 -0.034878814266130834
leaf_weight=3.7229152275249353 7.4517865106463423 3.5581749882549039 6.096402163617312 4.3648560494184494 6.0597086912021032 763.96728112176061 4.6468119695782644 3.1913429964333799 12.618316534906624 21.743240152485669 42.598536774516106 2.0038491431623697 14.363462270237504
leaf_count=90 149 42 86 58 67 6856 58 49 120 307 615 54 212
internal_value=8.16196e-05 0.000249456 -0.00689234 0.000786627 0.00110939 0.000840536 0.0288566 -0.0116933 -0.0147236 -0.00561627 0.000517778 -0.0247195 -0.0321342
internal_weight=896.387 890.66 61.5709 829.089 821.637 815.577 9.01167 55.4745 51.9164 34.3616 806.566 5.72676 17.5548
internal_count=8763 8619 816 7803 7654 7587 116 730 688 427 7471 144 261
is_linear=0
shrinkage=0.05


Tree=278
num_leaves=25
num_cat=0
split_feature=1 12 28 39 21 1 34 12 11 42 32 39 3 33 12 27 30 1 1 29 40 29 40 20
split_gain=1.41183 4.86617 4.97999 4.02052 4.78788 3.65361 3.4555 5.52081 3.87004 3.7404 3.69679 3.02056 2.98713 7.04764 5.93002 6.73722 7.52875 6.06802 5.96792 5.28904 3.92686 5.89704 5.69819 2.75831
threshold=0.14273060193474266 0.067986186372180915 0.084297916693697419 0.016826950134393583 -0.0083621489619652607 0.096635755749557642 0.003005926138264337 0.093356273582339097 0.73544795485473247 0.1908754240609831 -0.002124147272296035 0.021703748947092507 0.097879192322647635 0.019373680283141678 0.092187185291663906 0.0026320071859871137 -0.0087536106317376346 0.08013261953549887 0.08013261953549887 -0.0032583348685528142 0.012351011182235078 -0.00046178856324546874 0.011443442094232275 0.2537836138834339
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 12 5 -5 8 -8 9 -3 -9 -6 13 20 15 16 -14 -17 -16 -20 22 -22 -1 -11
right_child=1 6 -4 4 11 -7 7 10 -10 23 -12 -13 14 -15 18 17 -18 -19 19 -21 21 -23 -24 -25
leaf_value=-0.00019835994998063656 0.033419034751991282 0.017662799564774425 0 -0.010621940478536989 -0.010892900351662155 -0.040556569079399002 -0.032660624650626066 -0.016798061915671052 0.024103145398940783 -0.021175988146006582 0.013799606541430393 0.018265265152736757 -0.0033206157256064901 -0.024580631836581556 -0.028892690483249484 -0.025415987214543787 0.032869733992424252 0.013191893741191008 0.021252643366455506 -0.010230730160626998 0.0048340504037670574 -0.037255395095233346 0.019385366201672156 0.004888172089592773
leaf_weight=2421.7857164144516 24.867083601653576 19.227242439985275 20.457451060414314 27.025328680872917 19.482400014996529 17.024707823991776 17.982302457094193 17.221038237214088 21.984443411231041 21.710070669651031 22.820358231663704 16.068748965859413 19.622340068221092 29.72601817548275 19.066940560936928 17.049663484096527 51.080391377210617 24.834933638572693 23.665665194392204 30.12826743721962 15.521593078970907 17.343416318297386 37.619599997997284 18.46453769505024
leaf_count=7028 91 59 66 83 60 52 60 51 75 71 78 51 59 84 66 51 152 76 73 94 50 55 117 61
internal_value=-1.20377e-05 0.00421802 0.018433 -0.000294355 -0.0113628 -0.0223702 -0.000377554 -0.0097249 0.00622896 -0.000331585 0.000506511 0.0021603 2.96266e-05 -0.000418971 0.0061542 0.0133543 0.0227646 -0.00242795 -0.00490617 0.00354077 -0.000127807 -0.0172712 9.99401e-05 -0.00909017
internal_weight=2971.78 184.735 45.3245 2787.05 79.6012 44.05 139.41 58.0237 81.3863 59.4019 40.0414 35.5511 2707.44 2522 185.448 112.587 70.7027 41.8846 72.8609 53.7939 2492.27 32.865 2459.41 40.1746
internal_count=8763 612 157 8151 246 135 455 189 266 191 129 111 7905 7334 571 338 211 127 233 167 7250 105 7145 132
is_linear=0
shrinkage=0.05


Tree=279
num_leaves=29
num_cat=0
split_feature=35 29 14 36 36 43 28 36 32 5 28 1 1 5 1 42 28 20 5 40 5 40 33 37 40 30 14 40
split_gain=1.49703 4.50514 3.91583 4.94168 4.25037 3.83573 3.19617 4.52888 5.37889 4.93824 3.94774 3.14706 3.13724 5.01921 4.86915 3.62907 2.92594 2.99602 4.26308 2.80321 6.43228 4.08569 2.73442 2.40787 2.17822 2.15245 3.12469 2.06646
threshold=0.0095766070353945371 -0.00021445467105296598 0.22323009308059505 -0.0021767493697487646 0.0046047249121832232 0.91597561503675362 0.014673524016921305 0.021279825591679628 0.0030872233700991163 0.072856569731720319 0.019150520583218349 0.062022675123091495 0.13770964538831579 0.12901575458955719 0.20700276483100497 0.80554557073248645 -0.111443528074976 -4.2734160986308103 0.063039763603287294 0.014653239000428525 0.083420245037824733 0.012992631994105348 0.013542834585590423 -0.018594513528975228 0.005511061348408907 -0.0039828263059589258 1.1387678203295588 0.008383693500551093
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 23 -5 6 7 8 -3 -9 -8 -12 16 15 -15 25 -1 18 24 21 -21 -19 -6 -4 -18 26 -14 -7
right_child=1 5 3 4 22 27 10 9 -10 -11 11 -13 13 14 -16 -17 17 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.019942476346396208 -0.0052347411940230158 -0.0080684558631942838 0.012340308233068613 0.04365675642069352 0 -0.027225863845119005 0.028076501762343511 -0.031652965505327001 0.022327782609398699 0.0031294174888802846 -0.0039164076417062821 0.0071206226488821495 -0.00091139992158798661 0.019524669654246651 -0.010662650748564383 -8.7683557256926808e-05 0.012911473580542648 -0.00066276637291580107 0.028825344231908547 -0.036399255183577867 0.0073897597785558588 0.017555568214400061 0.023261800720630218 -0.015067980175434974 -0.0095974971490740638 -0.038210972337781694 -0.031819554228312778 -0.0032824888758592324
leaf_weight=17.903953313827515 30.901642978191376 42.404386430978775 15.704321980476381 17.533101990818977 19.162239745259285 18.74464276432991 16.064764082431793 26.995168581604958 21.977390453219414 15.948981031775473 109.09174883365631 156.77272365987301 17.093297824263573 25.079490780830383 28.184441179037094 23.563469439744949 20.688951581716537 2051.4831037223339 20.920224696397781 17.037457227706909 16.068947732448578 31.130918696522713 35.591380804777145 16.077139109373093 22.049439787864685 17.848725244402885 16.218484029173851 18.351568058133125
leaf_count=54 94 131 53 51 58 64 48 87 67 51 321 491 61 86 93 84 61 6130 65 61 53 98 110 51 64 64 55 57
internal_value=-1.19446e-05 0.00230356 0.010262 0.0149121 0.0221324 -0.00020591 0.00124775 -0.00607325 0.00224861 -0.0186418 0.00405363 0.00257325 -0.000573134 -0.00818029 0.0034674 -0.0165432 -0.000127404 -0.000295482 0.010379 -0.0006195 -0.0150364 -0.000387208 0.0150818 -0.00137154 0.00118671 -0.0240098 -0.0161595 -0.0155561
internal_weight=2886.59 561.321 134.97 104.068 72.2867 426.351 389.255 107.326 64.3818 42.9441 281.929 265.864 2325.27 127.988 53.2639 74.724 2197.28 2179.38 63.6586 2115.72 33.1064 2082.61 54.7536 31.7815 42.7384 51.1605 33.3118 37.0962
internal_count=8763 1734 417 323 219 1317 1196 336 198 138 860 812 7029 443 179 264 6586 6532 190 6342 114 6228 168 104 125 180 116 121
is_linear=0
shrinkage=0.05


Tree=280
num_leaves=24
num_cat=0
split_feature=4 43 21 42 40 11 2 3 28 21 40 20 28 37 37 42 30 1 2 35 43 4 1
split_gain=1.42139 3.31831 2.89638 2.58427 5.44698 4.30941 2.53326 2.44416 6.05112 6.93481 6.77597 4.10183 4.16953 4.09481 3.81272 2.9544 2.43296 2.59313 2.0901 1.30672 0.946962 0.647831 0.0550634
threshold=0.19875307586768023 -0.91597561503675329 -0.017883630360707638 0.21624735553393112 0.010847213646235766 0.21360757717195708 -0.069612818019435849 0.04271805525161481 0.01595780957686942 0.0027790856663170685 0.0054413725278549046 -26.062426785557836 0.014025207423612669 -0.0046528604452131797 0.00082997746935764571 0.94814662363004654 0.0012349945709197831 0.079555643443358387 0.59577910496557218 -0.0014169770655999556 -0.25881904510252113 0.18522635782304056 0.053252091406877443
decision_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 -1 16 4 5 20 -4 8 9 14 18 -9 15 -14 -5 -13 17 22 -10 21 -2 -8 -3
right_child=3 2 6 7 -6 -7 19 11 10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.021741620603070094 -0.034434650613597413 -0.033638999279631709 0.01623840475596363 -0.0011313289658873491 0.060376664203814726 0.035211369564059847 -0.035205619434783751 0.043983685774126147 -0.032755256105713899 0.04953366566744459 0.025837693998235475 -0.0077752605292816706 0.012123773982404357 -0.0012290992851991067 0.014010199743575386 0.027153611091091656 0.024154082520272506 0.025063021366942169 -0.0099712314883608783 0 -0.0010528558152062839 -0.010896547747677635 -0.017709040806771808
leaf_weight=8.1527391429990512 4.7207932565361261 4.4502329416573065 3.678056130185726 80.104684766381979 5.4708654619753352 5.9386172443628302 19.612574827857323 4.7969610001891843 15.911036875098942 9.953640613704918 10.725406531244515 239.71871591359377 73.313147211447358 261.41598170250654 85.061563361436129 6.0553993675857773 7.9028292056173077 3.1107945367693901 30.178311813622713 4.1314487457275382 4.3865605145692843 4.0553060416132203 3.2183890696614981
leaf_count=90 61 65 60 647 63 47 312 47 147 43 79 2505 651 2706 559 48 70 59 285 48 70 50 51
internal_value=8.75649e-05 -0.00744709 -0.0123246 0.000618814 0.0181042 0.0021063 -0.0215779 0.00017156 0.00451972 0.00913359 -0.00960479 -0.00154341 -0.00193574 0.00168329 0.00664015 -0.00688365 0.00303172 -0.012074 -0.0179989 -0.0268007 -0.0190854 -0.0313142 -0.0279111
internal_weight=896.064 58.3124 50.1596 837.752 20.5168 15.046 31.4774 817.235 231.935 175.12 56.8148 585.3 580.503 334.729 165.166 245.774 18.6822 10.7794 46.0893 27.7993 9.10735 23.6679 7.66862
internal_count=8763 805 715 7958 241 178 470 7717 1760 1249 511 5957 5910 3357 1206 2553 245 175 432 410 131 362 116
is_linear=0
shrinkage=0.05


Tree=281
num_leaves=30
num_cat=0
split_feature=14 26 25 44 4 7 35 28 17 39 42 26 1 17 43 28 44 21 38 38 7 19 38 16 4 19 8 42 5
split_gain=1.38503 2.68109 2.12746 2.27841 3.95705 2.02143 1.91102 5.74671 3.7491 3.51807 4.15126 6.89239 3.53668 3.67846 3.23779 3.06619 5.53822 6.50149 5.11876 7.94884 5.10749 3.39426 3.02348 2.8108 2.48199 3.22534 2.60014 2.43467 1.61833
threshold=0.10415569540693335 -0.0015691826126142891 -0.0074436337453121009 1.0000000180025095e-35 0.5747601351788808 49.599102856962013 -0.0065857029544268966 0.0031661553528008028 -1.7489438491227103 0.0062467428714502024 0.20115155529347908 -0.0065790713616598676 0.061010650297386476 -1.974130465335981 -0.78656609248549303 -0.0058792405592497403 1.0000000180025095e-35 -0.0095993672171636544 -0.012488980203692988 -0.036591404269771692 23.686598695022223 0.77558233195798387 -0.019171088533338817 0.019169111652085954 0.26239100765789575 0.1545141437354865 -108.35957370309868 0.21624735553393112 0.035279023520506991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 -3 4 -4 -5 7 9 27 10 22 -12 14 -14 -11 16 21 -18 19 -17 -20 -10 -2 -9 25 -25 -26 -8 -1
right_child=6 2 3 5 -6 -7 8 23 15 12 11 -13 13 -15 -16 18 17 -19 20 -21 -22 -23 -24 24 26 -27 -28 -29 -30
leaf_value=0.005303647885011864 -0.010880131812926694 0.024595904962372905 8.1099280212191724e-05 0.010376543729738187 0.03187775462485979 -0.011372764580301788 -0.0026931485917097253 -0.010292709361179835 0.00042547984823327223 0.028472695243285464 -0.032345159887795516 -0.0010111073037934047 0.0068156100853813996 -0.0087507667517774095 0.004188138619906215 0.014815414182046177 0.0032028879547287593 0.021342323574427075 0.019091786104089396 -0.015606105446851624 -0.0013010926434054767 -0.013306348433883591 0.015691307570605613 0.0093842146724884643 -0.010788164875690582 0.032586690866863437 0.0078010600547953118 -0.029240594938482037 -0.014921563700828689
leaf_weight=16.956846594810486 20.390298768877983 18.296538352966309 22.493173003196716 18.165787279605865 17.663174986839294 25.369369357824326 16.63133317232132 20.58733756840229 206.75835928320885 18.516320198774338 35.509748250246048 35.28883321583271 60.824885547161102 99.751205906271935 55.06824466586113 25.576852664351463 203.51276728510857 65.556514382362366 31.251862362027168 127.34002056717873 1438.2676470577717 57.198979467153549 22.145466357469559 48.469887211918831 20.749713286757469 22.32408994436264 176.86728159338236 18.994234070181847 22.651157394051552
leaf_count=50 59 55 65 53 56 73 50 59 623 52 102 101 189 313 159 81 619 211 88 359 4211 169 62 142 59 63 516 56 68
internal_value=-1.31319e-05 0.00480903 0.0091141 0.0056445 0.0142358 -0.00217993 -0.00025654 0.00215256 -0.000958711 -0.00216887 -0.00940158 -0.016821 0.00131296 -0.00282266 0.0103971 -0.000689996 0.00259598 0.00764727 -0.00177273 -0.0104788 -0.000862731 -0.00253515 0.00284088 0.00736494 0.00874124 0.016807 0.00581944 -0.0170294 -0.00614534
internal_weight=2969.18 141.596 101.988 83.6915 40.1563 43.5352 2827.58 636.493 2191.09 347.495 113.334 70.7986 234.161 160.576 73.5846 2155.46 533.027 269.069 1622.44 152.917 1469.52 263.957 42.5358 288.998 268.411 70.794 197.617 35.6256 39.608
internal_count=8763 420 302 247 121 126 8343 1876 6467 1037 324 203 713 502 211 6361 1622 830 4739 440 4299 792 121 839 780 205 575 106 118
is_linear=0
shrinkage=0.05


Tree=282
num_leaves=25
num_cat=0
split_feature=7 10 35 24 3 36 24 3 25 36 14 39 1 12 41 44 32 27 28 40 37 29 30 28
split_gain=1.48155 3.07301 2.06829 4.39684 4.29271 7.28393 8.24248 3.93013 3.94144 3.5221 4.11222 2.97766 2.6712 4.02662 3.87937 3.47437 3.26852 2.92308 2.7487 3.63274 2.58541 2.29331 1.39913 1.33704
threshold=91.871612189849472 82.336079407964803 0.0095766070353945371 0.0094228780586235617 0.049190334407441819 0.021279825591679628 0.012885600837235949 0.054748677680107882 0.0037626758236916458 -0.0021767493697487646 0.30003339660868894 0.0059940723833248099 0.13770964538831579 0.066550754139052828 0.0066246012357909926 0.1294095225512602 -0.0023250929383137587 0.019580596370733151 -0.111443528074976 0.014653239000428525 -0.019924708038315194 -0.03173374529150929 0.0051694830778314825 0.051198898869607511
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 23 12 9 5 6 -5 22 -9 20 -11 -12 17 15 16 -14 -15 18 -1 -20 -4 -16 -6 -2
right_child=1 -3 3 4 7 -7 -8 8 -10 10 11 -13 13 14 21 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.019186626670066778 -0.02809751785004504 0.0070498953445462254 0.013102884210363304 -0.029672731700693206 0.0067017520375019235 -0.031066971670303863 0.012188887003402232 -0.0056780008662621626 0.0062916367647044939 0.00026479639141354093 0.010116573266529101 0.033517494321756582 -0.041695354332690691 0.028189045155361254 0.0034398856016595765 -0.0065364341262334402 -0.0020687162381894009 0.019833074163810825 -0.00016552061847057678 -0.017099000250493993 -0.01498312433265171 -0.017044018912681931 0.02653880093334925 -0.0074612329281158914
leaf_weight=17.91627337038517 16.008009001612663 19.904217772185802 14.6619436442852 16.233472362160683 16.45337387919426 26.669786542654037 41.85473820567131 121.08059313893318 158.52981898188591 26.37114841490984 23.562960729002953 35.047826200723648 14.090660959482195 14.860199794173239 19.773250058293343 14.786850221455095 21.41541526466608 18.157943427562714 2116.6536553278565 32.068714074790478 18.169099852442741 41.439403705298901 21.823301419615746 17.162904039025307
leaf_count=54 52 67 49 49 47 93 125 371 490 83 70 104 57 45 59 56 75 56 6329 112 58 145 66 51
internal_value=-1.12558e-05 -0.0082815 0.000142281 0.00299094 0.000491127 -0.00948565 0.00037332 0.0031691 0.00109033 0.0114844 0.0168598 0.0242282 -0.000497157 -0.00756271 -0.00263794 -0.0239493 0.0102323 -8.58789e-05 -0.000256029 -0.000421356 -0.00228672 -0.0103508 0.0181817 -0.0176249
internal_weight=2884.7 53.0751 2831.62 520.458 402.645 84.758 58.0882 317.887 279.61 117.813 84.9819 58.6108 2311.16 126.366 97.4883 28.8775 36.2756 2184.8 2166.64 2148.72 32.831 61.2127 38.2767 33.1709
internal_count=8763 170 8593 1605 1241 267 174 974 861 364 257 174 6988 437 324 113 120 6551 6495 6441 107 204 113 103
is_linear=0
shrinkage=0.05


Tree=283
num_leaves=31
num_cat=0
split_feature=32 29 27 27 21 2 10 10 15 1 29 27 25 32 7 20 24 8 29 4 38 4 34 36 43 9 15 24 20 17
split_gain=1.42411 3.64785 4.92338 10.5711 12.8031 5.27544 3.38779 6.72671 3.35078 8.01843 3.27888 4.37696 4.3629 3.88836 5.43288 6.69629 5.04539 6.89406 4.46299 3.86007 4.75247 3.09997 2.85849 2.80036 2.5395 1.86672 1.54999 1.27178 2.23368 1.2648
threshold=-0.0013053704280735861 -0.0040219952939285477 -0.0028894291742242828 -0.00094811967831158115 -0.017765756320538586 0.33200529274671281 44.307789170537482 47.160906200628069 -0.02921669428198409 0.080811639214820347 -0.0046313396920709118 -0.0094027594583124593 -0.0066033180376459302 -0.00050265937688934463 34.365640096213781 0.3820763637942976 0.00029034961073732787 -61.677543543528635 0.00056543677100828759 0.39435029414542117 0.00058629482993233239 0.32361500032503759 -0.0019729807404830764 -0.011776861597949216 -0.37940952255126059 -69.297685656746111 0.0055344572547067388 0.0062509951991799014 0.57632960915737674 -1.6776853046539273
decision_type=2 2 2 2 2 2 2 2 2 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 -4 8 29 -8 21 -10 19 12 22 14 24 -16 17 -15 -18 20 25 -1 -12 -3 -13 -2 -25 28 -28 -5
right_child=10 23 3 6 -6 -7 7 -9 9 -11 11 13 -14 16 15 -17 18 -19 -20 -21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0 -0.028537926943292005 0.010555215647400484 0.094897417595159378 -0.00042618887051909006 0.0042398664284661611 -0.028288289703203968 0.051919922347737117 -0.0079941273811278048 0.064847559745182651 -0.013514471316086933 0.033380094895614575 0.0066500449178134155 0.063175652570270954 -0.011217749630131918 -0.0053166354766336597 0.025045775023286372 -0.011508942452644347 0.041575765589804116 0.00071646902103218518 -0.032396447951074873 0.043415045901709484 -0.03409145375881479 -0.022749640675504623 0.0063940617069865773 -0.030670973253707101 0.006287568035165155 0 -0.032362997100859235 -0.02595896617075958 -0.035289124755308439
leaf_weight=47.587888377718627 8.4412349797785264 10.087421098724006 7.3774431422352782 4.3405464626848698 8.4020429719239456 20.425861382856965 6.5072141438722637 15.719452077522872 6.0780654288828355 6.691109461709857 4.6507781092077485 7.7425042912364033 5.6327704899013034 9.8300890102982539 25.948180802166462 58.32667500525713 90.385279504582286 15.875244367867706 423.44737699814141 15.35795997455716 4.85317788273096 7.6217854712158433 4.1699255462735882 5.6246450487524262 10.289042292162774 6.5976798012852695 14.743331627920268 16.115133123472333 19.029454421252012 7.7333373576402646
leaf_count=709 132 90 56 60 93 245 52 143 40 85 47 66 45 101 283 434 745 108 3982 192 46 139 53 59 114 70 123 210 161 80
internal_value=8.17182e-05 -0.00358137 0.000987567 0.0135292 0.0472709 -0.00606787 -0.00194011 0.00947671 0.000567085 0.023611 0.00117033 0.00197569 0.0291074 0.00135249 0.0102861 0.0156427 -0.000333819 0.0212278 -0.00142612 -0.0136457 0.000670536 -0.00470528 0.0063271 -0.0132895 -0.0144218 -0.0129888 -0.0177236 -0.0205501 -0.0146869 -0.0232731
internal_weight=895.633 204.085 138.485 50.08 15.7795 88.4047 34.3006 22.2267 67.9788 12.7692 691.548 656.298 14.4535 641.844 102.306 84.2749 539.538 25.7053 513.833 35.2501 19.8921 55.2097 8.8207 65.6 18.0315 15.0389 55.5126 49.8879 33.7728 12.0739
internal_count=8763 2345 1702 484 149 1218 335 195 973 125 6418 5978 145 5833 897 717 4936 209 4727 440 248 848 100 643 180 202 553 494 284 140
is_linear=0
shrinkage=0.05


Tree=284
num_leaves=24
num_cat=0
split_feature=28 40 28 40 5 24 11 32 10 28 33 40 31 31 30 28 31 36 43 38 5 10 11
split_gain=1.34766 3.38076 2.55665 6.41392 7.93091 6.95535 5.4729 5.47155 4.00633 3.45847 8.40568 8.49435 10.6113 5.54131 5.53517 5.16958 6.47953 3.686 9.7401 6.13768 3.60223 3.33966 3.83825
threshold=0.11463978327039731 0.011591995535162681 0.072382595847080969 0.0074530524375226699 0.066005851383268574 0.014116913641814215 0.63366467610218724 -0.00031483548543204983 69.511450131578087 0.048356399128317816 0.011232865026350364 0.0092386769166504963 0.0093898377930697104 0.0080755124465676353 0.0044591972488223584 0.043180978205904018 0.0097308499915061113 0.021279825591679628 -0.70710678118654735 0.023282556966208737 0.051755512613318004 78.736889760808666 0.9262111163729877
decision_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=2 -2 9 -4 6 -6 -5 -7 -8 13 21 12 -12 17 -13 16 -15 19 -19 -1 -17 22 -11
right_child=1 -3 3 4 5 7 8 -9 -10 10 11 14 -14 15 -16 20 -18 18 -20 -21 -22 -23 -24
leaf_value=1.2375701773931756e-05 -0.027756587233646959 0.0047042064435081085 0.02915814444084059 -0.028105043300415678 0.035854699466113596 -0.02548646224391727 0.008189088258948438 0.0095912653667320266 -0.020038638870348627 -0.015964328722513767 -0.0042372257454952903 0.0080927844252485139 0.027270779102795285 0.025159315058807519 -0.020043465511053432 -0.016465935621456745 0.0035465083318404374 -0.01303930292824112 0.015686880187640324 -0.0084959766319800036 0.011915124928503185 -0.00022990987620272532 -0.04325014720227565
leaf_weight=1870.7173655331135 14.717588603496553 16.975666075944901 24.827555298805237 26.604115650057793 22.25182768702507 12.767654970288275 39.637227013707161 79.687075480818748 18.267533957958221 39.065198093652725 62.644832998514175 24.156328186392784 46.191153407096863 63.431726649403572 60.792378552258015 29.553967505693436 77.837130904197693 41.308208048343658 101.58966620266438 238.77741207182407 17.673041760921478 17.527820691466331 20.07169982790947
leaf_count=5512 47 55 72 79 64 39 114 259 53 110 180 73 132 183 178 82 228 123 313 707 51 52 57
internal_value=-1.20407e-05 -0.0102524 9.71669e-05 0.00523058 0.00221035 0.0107897 -0.00937454 0.00467084 -0.000649063 -0.00032535 -0.00568986 -0.00011688 0.00910197 0.000267196 -0.0119836 0.00850128 0.0132973 -0.000420017 0.00734458 -0.000948687 -0.00573694 -0.019693 -0.0253672
internal_weight=2967.07 31.6933 2935.38 224.043 199.215 114.707 84.5089 92.4547 57.9048 2711.34 270.449 193.785 108.836 2440.89 84.9487 188.496 141.269 2252.39 142.898 2109.49 47.227 76.6647 59.1369
internal_count=8763 102 8661 680 608 362 246 298 167 7981 782 563 312 7199 251 544 411 6655 436 6219 133 219 167
is_linear=0
shrinkage=0.05


Tree=285
num_leaves=20
num_cat=0
split_feature=10 15 17 30 26 16 43 1 11 33 31 35 29 14 1 5 20 8 44
split_gain=1.51599 1.81054 5.96403 5.6458 4.40972 5.54097 3.96893 3.8441 4.36039 3.82993 3.10928 2.45884 3.18672 3.49217 2.7822 5.33296 3.46314 2.29377 2.24595
threshold=88.691940183317357 1.2335554779826619 2.1719643163343423 0.0019855921568276841 0.01915865185959096 0.030854255382682511 -1.0000000180025095e-35 0.08599770844404668 1.1228137912775371 0.012747612206622846 0.0030776467253102861 0.0095766070353945371 -0.00021445467105296598 0.22323009308059505 0.14062424250331548 0.12901575458955719 -4.2734160986308103 150.87023453996977 0.25881904510252057
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 11 6 5 17 -3 8 -6 -9 -7 14 13 -13 16 -16 -1 -5 -14
right_child=-2 3 -4 4 7 10 -8 9 -10 -11 -12 12 18 -15 15 -17 -18 -19 -20
leaf_value=0.011561431290891697 -0.014251045408474147 0.00081843766060610593 -0.023395214285099844 -0.0069854522680916492 0.010309726944386633 0.014656232860998014 -0.03084707461070655 0.0324298934705037 -0.018287700347364516 0.0013036923188784754 0.044326828529455645 -0.004753652421298279 -0.0044125682565839706 0.014298191764034364 -0.017624876189593321 0.0036573184096647879 -0.00056682828863674495 0.017490850034114751 0.0058190526627214505
leaf_weight=60.447572365403175 18.474131897091866 23.207763493061066 27.507351964712143 20.985370635986328 21.415106892585754 16.806678906083107 16.771268308162689 15.5108385682106 34.371846452355385 27.940503351390362 20.532450824975967 30.788042768836021 121.23559082299471 103.73822420835495 65.548884905874729 52.723798274993896 2090.9768367186189 17.216291964054108 95.997619032859802
leaf_count=180 68 67 89 60 62 51 61 46 111 93 61 94 376 322 232 178 6275 51 286
internal_value=-1.11829e-05 7.94283e-05 -0.00027683 0.00449511 0.00838959 0.0174898 -0.0123844 0.00140145 -0.00722165 0.0125786 0.0311802 -3.14552e-05 0.0038557 0.0099005 -0.000636235 -0.00810035 -0.000223221 0.00393157 8.64825e-05
internal_weight=2882.2 2863.72 2648.96 214.758 174.779 75.5408 39.979 99.2383 55.787 43.4513 37.3391 2621.46 351.759 134.526 2269.7 118.273 2151.42 38.2017 217.233
internal_count=8763 8695 8032 663 535 223 128 312 173 139 112 7943 1078 416 6865 410 6455 111 662
is_linear=0
shrinkage=0.05


Tree=286
num_leaves=24
num_cat=0
split_feature=21 34 0 41 40 12 28 39 40 40 4 28 1 20 30 32 40 36 20 38 38 39 36
split_gain=1.39949 2.67024 2.18956 1.75827 2.18598 3.33767 4.00198 4.37853 2.69339 4.47753 5.58972 4.37029 4.10899 3.91333 3.61751 2.55622 1.58469 3.06702 1.37497 1.13077 2.68287 0.747829 0.660313
threshold=-0.034285373851221171 -0.016654165057214895 0.24268304687834191 0.024904675947333487 0.012519367750864348 0.089940079251648278 0.06493371896546514 0.0061664462800674865 0.0095161766157653722 0.0073754352970243084 0.90796746892356472 0.051929705150800462 0.072176926531100818 -0.23016847129481918 -0.01293546635571801 0.0060046353236393327 0.015169236847580049 -0.00035900065291094568 1.0581956095023537 0.029497045026967487 0.039058594440431478 0.02066338688816113 -0.0079010973305915205
decision_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 -1 -3 4 8 6 7 -6 9 12 -11 14 -2 -13 -10 18 19 -18 -7 22 -21 -5 -4
right_child=3 2 16 21 5 15 -8 -9 11 10 -12 13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24
leaf_value=0.028427562441745713 0.0003961236718332974 0.021543917553975968 -0.014040178945169131 -0.033285423472858032 -0.0023260097735945998 -0.027921915287236372 -0.013063146308051483 0.054904832055682223 0.011562636744378775 0.0055577340896620225 0.037474451960034294 0.029150205133692538 -0.015349745906739843 -0.0084037007051737563 -0.023514312962776659 0.03122760755439968 -0.03283881248544715 0.024653162562928547 0.009560787861733807 0.033169047976577624 -0.032280554582790465 -0.00025821837034507096 -0.034704693230460666
leaf_weight=4.2424497473984948 531.67540901247412 4.0175490900874129 6.9605422224849489 5.3265190888196212 4.5047627724707153 8.0394286792725307 4.7807939890772095 11.179663104936479 8.6450510956346971 136.64844888448715 15.263886149972675 11.706545712426307 44.7946394123137 16.445245524868369 41.746257180348039 3.5250525288283816 3.8158164415508509 5.5747364796698076 3.1966860163956872 2.6805946920067063 3.4467614823952317 2.9616657523438334 14.002060247585179
leaf_count=49 4526 45 76 109 46 142 80 122 115 1269 148 122 482 211 574 41 68 91 55 35 82 56 219
internal_value=7.60461e-05 -0.00852662 -0.0125815 0.000535449 0.000767983 0.0129447 0.026007 0.0382401 0.000228672 0.00118368 0.0088201 -0.00855445 -0.000821188 0.00708351 -0.0173866 -0.0048817 -0.016525 0.000664813 -0.0168267 -0.0226481 -0.00277192 -0.0222235 -0.0281798
internal_weight=895.181 44.7405 40.4981 850.44 842.152 35.2264 20.4652 15.6844 806.925 728.382 151.912 78.5431 576.47 28.1518 50.3913 14.7612 36.4805 9.39055 11.2361 27.09 6.12736 8.28818 20.9626
internal_count=8763 665 616 8098 7933 486 248 168 7447 6425 1417 1022 5008 333 689 238 571 159 197 412 117 165 295
is_linear=0
shrinkage=0.05


Tree=287
num_leaves=13
num_cat=0
split_feature=16 1 16 15 37 40 1 3 32 16 37 20
split_gain=1.36332 2.5408 2.50857 2.65127 4.91565 2.20678 5.31235 5.36483 3.98019 3.85979 3.77857 2.02017
threshold=0.0070184647095794042 0.013179427324124379 0.010655420698068692 0.23770667735908566 0.0012081375274098918 0.0030713528812234682 0.019661044564810874 0.02976462485854486 0.00010579793520869203 0.014718571590183931 -0.0055527349035079934 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 8 9 -8 10 -7 -4 -10
right_child=1 2 5 4 -6 6 7 -9 11 -11 -12 -13
leaf_value=-0.013150508472969325 0.015630749393529705 -0.028089688995228901 -0.015031138791630302 0.012674834296355887 -0.023132415278278407 0.0058386917177931374 0.018091205331251702 -0.00025627130475547647 -0.01075106385563664 0.032075926780181473 0.017676788176366903 -0.038081697338668785
leaf_weight=19.513433456420898 25.921958580613136 15.600190639495848 16.543124943971634 20.916100934147835 17.431050822138786 43.553404703736305 40.339374586939812 2695.8907576650381 16.484644010663036 21.073230534791946 18.617641448974609 12.415583789348601
leaf_count=70 91 47 50 63 57 124 123 7909 57 61 57 54
internal_value=-1.04069e-05 7.54108e-05 -6.15514e-05 -0.0107345 -0.00348946 0.000138047 0.000349781 1.30437e-05 -0.00902752 0.0145076 0.00214694 -0.0227556
internal_weight=2964.3 2944.79 2918.87 53.9473 38.3472 2864.92 2800.86 2736.23 64.061 64.6266 35.1608 28.9002
internal_count=8763 8693 8602 167 120 8435 8217 8032 218 185 107 111
is_linear=0
shrinkage=0.05


Tree=288
num_leaves=14
num_cat=0
split_feature=1 31 30 42 3 31 38 20 10 20 7 43 39
split_gain=1.49926 2.21401 2.37427 3.67116 3.99758 3.59175 3.56321 3.11654 2.71784 3.47104 2.54414 2.43508 2.22184
threshold=0.28472972050346751 0.021325839060730514 0.013839707982852459 0.63677437834741235 0.062530738096965258 0.013692710503463171 0.056943285172126219 0.66134278537391444 79.890597484453323 3.6414991445680021 91.262717732319615 0.12940952255126045 0.011487215153331879
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 11 8 -6 -7 10 -10 -1 -5 -3
right_child=-2 12 3 4 6 7 -8 -9 9 -11 -12 -13 -14
leaf_value=-3.9004776479421703e-05 -0.013642569917366815 -0.0024152643668409138 -0.027789277331186614 -0.033020111388953215 0.011772346630789217 0.031158060088561448 -0.0054979276012322763 0.0010745384269681758 0.00050114531041319139 0.020696425392708676 -0.013821092091982096 -0.0040722720367938441 0.021029043223324724
leaf_weight=2482.2924579009414 19.936226889491081 16.404848605394363 16.919351994991302 16.031801961362365 45.460504338145256 17.369857862591743 86.479892529547215 17.693830817937851 53.711194768548012 35.721773102879524 33.855183944106102 14.072634451091288 24.758076801896095
leaf_count=7492 68 52 52 61 133 51 283 50 175 109 109 51 77
internal_value=-1.13835e-05 8.23357e-05 -8.41669e-05 -0.00565719 -0.00329979 0.00029184 0.000419145 0.0161657 7.56912e-05 0.0086376 -0.000226974 -0.019712 0.0115813
internal_weight=2880.71 2860.77 2819.61 178.964 162.045 2640.64 131.94 35.0637 2605.58 89.433 2516.15 30.1044 41.1629
internal_count=8763 8695 8566 580 528 7986 416 101 7885 284 7601 112 129
is_linear=0
shrinkage=0.05


Tree=289
num_leaves=25
num_cat=0
split_feature=39 31 31 40 39 26 34 26 43 15 2 31 42 38 39 40 12 8 18 36 24 1 43 18
split_gain=1.35357 2.14653 2.07791 6.10959 2.57419 2.28002 3.88738 4.16997 3.38296 3.14293 3.27231 2.61849 1.8051 3.34439 2.61599 2.59041 2.53739 2.3615 3.57218 1.91825 1.60983 1.57855 1.44549 1.43218
threshold=0.011487215153331879 -0.017698614198568208 -0.010132526303410116 0.011391066120258567 0.0071620493950505888 -0.012668567539031044 -0.0019729807404830764 -0.015758762702284511 -0.60355339059327362 -0.074671841618103293 0.33911446861563527 0.00081312096438097739 0.91129957268285755 0.027751169402414847 0.018031541407423936 0.010246188953248523 0.089940079251648278 -87.686548223711938 0.048495430043879677 0.027069061842374679 -0.026324631197809437 0.044566910586626589 -0.25881904510252113 0.12180702913579576
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 8 -8 -4 11 -11 -7 13 17 15 22 -17 18 20 21 -2 -19 -15 -20
right_child=12 2 5 4 -6 9 7 -9 -10 10 -12 -13 -14 14 -16 16 -18 19 23 -21 -22 -23 -24 -25
leaf_value=0.02482319375494968 0.009548524177349603 -0.03514544416797169 0.025057522321533146 -0.011044029701230813 0.040893417556845862 -0.026816398369590301 0.0016392270520936396 0.057333408635400908 -0.016279781118461702 0.017421197551868047 0.00030062619196818702 0 -0.033533812058792398 0.016209029052514513 -0.023221913532693296 0.045816895589765698 0 0.0069095202610747258 0.049238290169244095 0.011364401568309495 -0.033289903018786982 -0.029023216885055853 -0.023052719874723376 0.0038707936262098335
leaf_weight=9.018968250602482 3.1863716840744027 13.976588707417251 7.9241149779409179 4.189133493229745 5.0170564185827971 18.995284718461335 6.1254026833921671 7.9149720519781095 12.804150798358023 29.039513455703855 681.36043207906187 17.646386563777924 5.5253043249249449 4.5314726680517197 4.70409012120217 9.1286588106304389 4.309718530625104 3.2048523724079194 3.935728393495082 3.999177359044551 5.8200903795659551 24.422317914664745 4.5645326171070391 3.5455917771905661
leaf_count=76 54 201 99 52 65 312 64 54 203 230 5946 203 100 43 95 93 75 27 53 62 128 414 63 51
internal_value=7.273e-05 0.000691463 0.000411836 -0.0142957 0.0168581 0.000856121 0.0133564 0.0335727 -0.000192638 0.000265935 0.00100987 -0.0139846 -0.00608605 -0.00396537 0.00991185 0.0171215 0.0310224 -0.0119295 0.00314234 -0.0199297 -0.0176467 -0.0246647 -0.00298591 0.0287316
internal_weight=894.89 814.012 804.993 23.1828 9.20619 781.81 34.7686 14.0404 20.7283 747.042 710.4 36.6417 80.8779 75.3526 27.2385 22.5344 13.4384 48.1141 16.4878 31.6263 9.00646 27.6272 9.09601 7.48132
internal_count=8763 7505 7429 318 117 7111 420 118 302 6691 6176 515 1258 1158 369 274 168 789 286 503 182 441 106 104
is_linear=0
shrinkage=0.05


Tree=290
num_leaves=29
num_cat=0
split_feature=27 30 30 24 44 1 16 30 33 28 21 33 3 28 31 5 1 29 28 1 11 27 27 21 10 3 27 36
split_gain=1.3603 7.57205 6.30195 11.0192 5.36566 5.70164 11.676 5.90937 5.84741 5.36338 4.85261 4.58887 8.854 5.29756 10.1222 5.69346 4.52045 4.45591 6.46596 7.82877 6.04655 8.85114 5.14205 4.20103 3.67087 2.99762 2.76519 1.32544
threshold=-0.0029875203109972601 -0.00074890474944447414 -0.0021770919727154988 0.0053295398680418826 -0.70710678118654757 0.08648353026936377 0.036234423863253089 -0.015976875470702742 0.0097503812623533324 -0.013607878972785455 -0.048174712722588685 0.012442949921817725 0.05042686298076713 -0.027097889123000842 -0.012321202874117735 0.058069410855522204 0.07348543545729648 -0.0027301282112011101 -0.0070121353583015031 0.08599770844404668 0.53549564090564428 0.00044970426758996461 -0.0015973907617009397 -0.021370699897252165 29.232579593867673 0.053264411260459284 -0.0063639488265093396 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
left_child=1 4 3 25 5 6 8 -7 -1 23 -4 12 24 15 -15 -13 -14 20 19 -19 21 -12 -20 -5 -6 27 -8 -2
right_child=2 -3 10 9 11 7 26 -9 -10 -11 17 13 16 14 -16 -17 -18 18 22 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0098415998819575481 -0.026184763523197957 0.030434308639521859 -0.023428076186787661 0.004196045722771667 0.014155570007997732 -0.010159806368639071 -0.019217577006260048 0.022125751831163804 0.020251665510170814 0.016775082068835805 -0.010260667255059877 -0.01206181179558018 0.026067153354055995 -0.043756168041634208 -0.0025989754685872227 0.0093898067345146094 -0.0027850911241880253 0.014397256874853801 0.022643294025607517 -0.021406158972407677 -0.027499595216856867 0.0078919192100218565 -6.408756770159519e-05 -0.02622574349299361 -0.0048596337608107021 -0.0096266916454228295 -0.041264481600220289 -0.045277106891978565
leaf_weight=37.747739106416702 25.588159039616585 22.339639350771904 21.663052320480347 24.453139558434486 35.150205835700035 26.453759878873825 44.432467058300972 30.013809695839882 27.951829642057419 33.168034195899963 168.09638504683971 38.411083564162254 75.327502340078354 17.013374671339989 120.60112476348877 154.37474657595158 16.16065026819706 148.18285562098026 25.233951658010483 16.827918440103531 27.702737912535667 111.43548192083836 1545.1752968132496 20.675741642713547 90.39500367641449 18.789434567093849 22.330551445484161 17.202336080372334
leaf_count=106 78 70 75 72 100 82 130 95 81 95 474 125 223 50 356 523 54 437 72 52 79 316 4538 59 253 54 62 52
internal_value=-9.21325e-06 0.00181501 -0.000639448 -0.0109064 0.000935958 -0.00631787 -0.0120002 0.0069211 0.00289689 0.00148272 5.43045e-05 0.00344922 0.00909629 -0.000246718 -0.00775165 0.00508578 0.0209186 0.000306926 0.0012919 0.010705 -0.00523905 -0.00300602 0.000299018 -0.00965828 0.000431486 -0.0267166 -0.0267172 -0.0340644
internal_weight=2962.9 758.703 2204.19 139.877 736.364 188.93 132.463 56.4676 65.6996 78.2969 2064.32 547.434 217.033 330.4 137.614 192.786 91.4882 2042.65 1735.42 165.011 307.235 279.532 1570.41 45.1289 125.545 61.5799 66.763 42.7905
internal_count=8763 2310 6453 410 2240 556 379 177 187 226 6043 1684 630 1054 406 648 277 5968 5099 489 869 790 4610 131 353 184 192 130
is_linear=0
shrinkage=0.05


Tree=291
num_leaves=26
num_cat=0
split_feature=41 37 31 31 32 24 28 5 31 30 5 5 35 28 38 43 39 39 39 38 20 30 33 20 42
split_gain=1.45764 2.28652 1.58966 5.43303 8.00471 5.38003 4.55954 8.37843 7.03936 5.79537 7.02312 6.00014 4.58195 3.42492 2.87491 2.6204 2.55777 2.5183 4.59479 4.28164 4.22498 3.75113 6.16328 5.03501 1.83091
threshold=0.00012343902594122124 -0.00045133823954707214 0.0044855745590479824 0.0037440011830894853 -0.0010276433055943434 0.0070277229326266471 0.027632564409963287 0.028745838673264603 0.0077987657074857367 0.0042052323240486132 0.051286553553195481 0.02445453371441567 -0.0012333545372761876 0.030419417970884346 0.020415994597923762 -0.5 0.0067967146606308813 0.010973334867713872 0.0068389345218458934 0.024737737968083987 2.6499716355213034 -0.0064849872571168705 0.012173696548214236 1.0184646336155849 0.53444845205679903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 17 -5 -6 7 14 12 10 -8 -11 -9 -13 24 -10 -7 18 20 -20 -2 23 -23 -19 -4
right_child=2 -3 6 4 5 16 9 8 15 11 -12 13 -14 -15 -16 -17 -18 21 19 -21 -22 22 -24 -25 -26
leaf_value=0.0034707781168119875 0.00050325258365565629 -0.01679711278523599 -0.020590425760976732 -0.008133989157773254 0.042799887526219632 0.0021639989087374203 0.001192633908994256 0.012945674641060351 -0.0001264817436216201 0.0291117837560078 -0.041341277159959451 0.022364554917093014 -0.0065253351569888839 0.00010531272645859074 -0.0086571923912241843 -0.024218479902116515 0.025567105475585328 -0.0060209528919594468 -0.0069703454483561259 0.007848916154028383 0.014361440100524351 -0.010224236788242615 0.018967037890884747 0.014134081224676043 -0.045288839319148483
leaf_weight=24.003950148820877 1090.2046796828508 31.831310220062733 15.004616290330885 32.634450197219849 21.212001010775566 27.59886172413826 20.77524708211422 66.980692535638809 16.383632138371468 19.144109383225441 17.74987567961216 17.704903200268745 54.527542173862457 605.28218775242567 17.211897909641266 39.43893563747406 20.84716933965683 105.2147800475359 356.49611350893974 56.071069613099098 57.890731528401375 23.0966736972332 79.35730255395174 43.800746574997902 18.11089688539505
leaf_count=72 3291 98 51 95 61 80 62 196 49 55 65 52 163 1825 51 124 62 354 1114 166 175 71 244 131 56
internal_value=-9.51692e-06 -0.00800379 0.000147121 0.000966038 0.0121727 0.0217559 -0.0015733 -0.00769829 -0.00255151 0.000468807 -0.0183311 0.00160718 0.00416865 0.000749419 -0.025693 -0.0172499 0.0123697 0.000330044 -0.000415301 -0.00494276 0.00120757 0.00497398 0.012334 -5.76641e-05 -0.0343442
internal_weight=2878.57 55.8353 2822.74 1914.42 102.292 69.658 908.315 227.658 177.331 680.656 38.5251 642.131 121.508 622.987 50.3274 55.8226 48.446 1812.13 1560.66 412.567 1148.1 251.47 102.454 149.016 33.1155
internal_count=8763 170 8593 5844 298 203 2749 690 532 2059 127 1932 359 1877 158 173 142 5546 4746 1280 3466 800 315 485 107
is_linear=0
shrinkage=0.05


Tree=292
num_leaves=18
num_cat=0
split_feature=28 34 36 36 44 6 5 14 40 3 40 28 36 38 38 36 28
split_gain=1.34973 1.99837 1.89244 1.97754 3.16314 3.64424 2.50118 2.49772 2.01948 6.33798 4.12391 2.0151 2.00753 1.98778 6.53814 1.89387 1.72884
threshold=-0.12749928364775812 0.01129724983739855 0.041761614254690278 0.027813553469027589 0.37940952255126048 87.223175593620795 0.074019725649657128 1.9858110062208139 0.012519367750864348 0.11001472561731464 0.0094206993973739682 0.064036037562327397 0.03344802095156741 0.011366106297672209 0.0061352708338233706 0.017816892901505458 0.11463978327039731
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 -5 8 10 -10 -2 -6 -7 14 -9 -15 -4
right_child=2 -3 16 4 11 12 -8 13 9 -11 -12 -13 -14 15 -16 -17 -18
leaf_value=-0.03347500093897559 0.0014764803925806569 0.016041045858053753 -0.033719789237646756 -0.025355405792798172 0.0079342995912609175 0.053664036125368145 0.024876826696376246 -0.0099306973188510294 0.030383980614237856 -0.0071088456663223444 -0.010283843162936472 -0.034049878111435498 0.015029111947429686 -0.035659028475127828 0.063916094235062101 -0.0077057220376211587 0.0096494303302555699
leaf_weight=6.6720616277307254 655.75003040581942 2.6885048225522041 7.4436523457989079 5.1572248591110128 6.516969256103037 8.4803663939237577 4.5670612342655659 25.370931748300794 21.75598837248981 22.878110699355602 83.990072870627046 4.7789371237158775 6.4208691567182532 11.38905272819102 3.2943497877567998 14.205281520262359 3.0258854161947966
leaf_count=140 5578 35 152 60 71 64 50 448 230 366 1115 65 58 115 27 157 32
internal_value=7.25087e-05 -0.0187055 0.000278856 0.000538532 0.0120105 0.0220931 -0.00124156 3.98138e-05 0.000763957 0.0110816 0.000133246 -0.00953204 0.0375609 -0.0103185 -0.00107736 -0.0204294 -0.0207395
internal_weight=894.385 9.36057 885.025 874.555 35.9214 24.6255 9.72429 838.634 784.374 44.6341 739.74 11.2959 14.9012 54.2596 28.6653 25.5943 10.4695
internal_count=8763 175 8588 8404 368 232 110 8036 7289 596 6693 136 122 747 475 272 184
is_linear=0
shrinkage=0.05


Tree=293
num_leaves=31
num_cat=0
split_feature=31 28 31 27 30 28 12 25 1 19 10 36 39 7 5 6 10 40 21 21 25 43 27 10 43 37 28 5 31 17
split_gain=1.33904 6.68012 4.5543 4.53905 7.31952 5.36694 5.16918 6.36812 5.2035 4.07625 4.02977 3.94687 4.7307 4.35606 3.54938 3.01117 4.71493 2.83178 3.75406 3.74706 2.15557 6.60039 3.85519 8.84706 4.7713 3.83006 3.62952 8.38832 5.3355 2.83897
threshold=0.004329149762212753 0.020248279938613441 0.0035927797292329053 0.0022180114208521636 0.0078816678395305321 0.039073950988631402 0.038483729674413346 -0.0089292710535446001 0.04283355925836551 0.71414245601971293 69.511450131578087 0.0029550801618181137 0.0067967146606308813 49.599102856962013 0.022657455408289832 26.239100765789576 44.869814285552444 0.0053386755865712241 -0.027651833124780988 -0.0004255275314952478 0.0096418810515925997 -0.60355339059327362 0.0049661451601537539 65.27283868764188 0.60355339059327384 0.033973378099426361 0.019150520583218349 0.019539266742765484 0.0013217093023833047 0.77394770291860604
decision_type=2 2 2 2 2 2 2 2 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 14 20 15 6 9 8 -8 -5 -6 -7 13 -13 -4 -2 -3 -17 -16 -19 -20 22 -22 26 29 -25 -23 28 -28 -1 -24
right_child=1 3 11 4 5 10 7 -9 -10 -11 -12 12 -14 -15 17 16 -18 18 19 -21 21 25 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0001764173349669267 0.032381629470867278 0.031472760199925953 -0.0089322693138781332 0.011198093044344992 -0.008278548551028277 0.0034853156824802855 0.0094985712045489376 -0.022068746840507445 -0.018321027591651797 0.017709197556381142 -0.0058855999259505021 0.013007677027217557 -0.019333836155816242 -0.038054860800578946 -0.0078829029526394836 -0.008825750247342546 0.021444091791348936 -0.010945231988871942 0.017991949589833512 -0.0064138022678316177 -0.013751620292448287 0.039476911252997696 -0.015291341219641905 -0.0073381772221841161 0.022370109716368641 0.0061077539011819629 0.038202730403363423 0.0028806188776654674 -0.0089050076789714602 -0.045761955027193713
leaf_weight=1214.4692854434252 16.672105073928833 15.389043956995009 34.873487174510956 42.525104701519012 18.675086200237274 243.90650847554207 18.904827117919922 94.878395259380341 22.853669404983521 72.769611656665802 216.06441871076822 27.446108564734459 19.07385490834713 20.901709750294685 23.361534982919693 25.743461802601814 25.268119603395462 16.895566552877426 97.645265802741051 18.354584962129593 19.236245855689049 17.071815967559814 15.300960198044775 55.917314000427723 17.710110723972321 18.141493290662766 17.719607412815094 309.11932221055031 186.31752406060696 16.937968522310257
leaf_count=3656 49 49 99 122 53 703 54 273 66 218 667 81 58 68 69 78 72 51 279 53 57 54 49 172 53 57 49 867 535 52
internal_value=-1.09659e-05 0.00151057 -0.00075501 -0.000416703 -0.00156093 0.00128412 -0.010341 -0.0167763 0.000790868 0.012344 -0.000905985 -0.0110259 -0.000158586 -0.019984 0.0104168 0.012081 0.00608293 0.00802202 0.0108593 0.014085 -0.000195293 0.00959495 -0.000489269 -0.0097469 -0.000103772 0.0224931 7.56615e-05 0.004822 -0.00102848 -0.0315469
internal_weight=2960.14 969.907 1990.24 796.978 730.578 551.416 179.162 113.783 65.3788 91.4447 459.971 102.295 46.52 55.7752 172.929 66.4006 51.0116 156.257 132.895 116 1887.94 54.4496 1833.49 105.866 73.6274 35.2133 1727.63 326.839 1400.79 32.2389
internal_count=8763 2856 5907 2355 2156 1641 515 327 188 271 1370 306 139 167 501 199 150 452 383 332 5601 168 5433 326 225 111 5107 916 4191 101
is_linear=0
shrinkage=0.05


Tree=294
num_leaves=19
num_cat=0
split_feature=3 40 31 28 44 19 1 3 5 14 36 5 38 3 5 5 8 8
split_gain=1.52512 1.96241 3.6709 6.58136 4.84275 3.86652 2.85722 8.83637 6.79634 5.92164 4.29378 3.48918 8.32217 8.78467 5.2535 6.88726 4.62934 0.575743
threshold=0.020878509640049569 0.0030713528812234682 0.00035576964593093209 -0.0035556165959772603 0.37940952255126048 0.45934414186626532 0.02130608978330813 0.038193541973777216 0.022854297505625391 1.4095922668272038 -0.002986009216082663 0.024713127901306982 -0.011700556901559854 0.037492174403120949 0.031147877201202125 0.032120181511549772 -59.481745582966518 -9.6806630375503886
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 -4 -2 7 9 -9 10 -3 12 -8 -14 16 -16 -13 -5
right_child=1 6 4 17 -6 -7 11 8 -10 -11 -12 14 13 -15 15 -17 -18 -19
leaf_value=-0.016453699112430591 0.01431952262685466 -0.0017092250881569503 -0.0220271167293856 0.022996122276938261 0.013753988430800966 -0.016342515213377328 -0.01725322184257394 0.036305402160406522 -0.0050124039721041735 0.0086479268651887906 -0.030091198846022457 0.0039178828812054282 0.024379160488380874 0.002181572605312532 0.017060977503051803 7.095644065442952e-05 -0.0092016224357951756 0.038636559715493408
leaf_weight=13.935467563569544 22.497845470905304 18.371281608939171 20.855265960097313 14.895144119858744 16.989630728960037 18.753303475677967 32.616159528493881 16.645058587193489 24.067539393901825 18.616688191890717 52.533140435814857 88.659430712461472 68.606060653924942 128.59334467351437 61.432185724377632 1970.3291464447975 271.76708859205246 15.082100346684454
leaf_count=70 68 55 66 49 57 59 98 49 74 55 164 263 195 365 177 6029 819 51
internal_value=-1.0519e-05 6.83892e-05 0.00664412 0.0133452 -0.0058383 0.000253438 -0.000190628 -0.00741717 0.0118051 -0.0162183 -0.0228206 0.000166674 0.00605131 0.00993794 -0.000396798 0.000587941 -0.00596036 0.0311336
internal_weight=2875.25 2861.31 109.073 71.2284 37.8449 41.2511 2752.24 130.234 40.7126 89.5211 70.9044 2622 229.816 197.199 2392.19 2031.76 360.427 29.9772
internal_count=8763 8693 350 227 123 127 8343 397 123 274 219 7946 658 560 7288 6206 1082 100
is_linear=0
shrinkage=0.05


Tree=295
num_leaves=21
num_cat=0
split_feature=10 7 39 39 39 31 34 31 20 20 21 38 21 38 40 38 35 1 10 40
split_gain=1.32371 3.27695 2.50805 6.51607 4.47702 3.56806 2.45463 3.04002 2.01443 2.81048 2.12886 5.17156 4.85876 8.23092 4.76497 3.62965 2.41691 1.50318 1.30921 1.19984
threshold=31.550477150746044 36.922713272349412 0.0072850869142255569 0.0098462721701445648 0.0023128244592316859 -0.0062430575169313404 -0.0058290667890815153 -0.0098431639785578149 -26.062426785557836 -5.6284516826510247 -0.014036001387301971 0.037051778950834231 -0.010411669482751974 0.044341457799576885 0.0062128825679572544 -0.014797661988910691 -0.0089223216061101156 0.041408137882955623 20.248637251877096 0.0084964503771234861
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -4 7 -5 -2 19 11 14 13 -12 -11 -14 -13 -6 -19 -10
right_child=8 -3 3 6 17 -7 -8 -9 9 10 12 16 15 -15 -16 -17 -18 18 -20 -21
leaf_value=0.029077734188118196 0.029722815040220014 -0.035254810707961319 0.062697472714261557 -0.031070701427030861 0.0010736746834669837 0.010214505181909743 -0.034054884072191489 0.04170854951952261 -0.035228147204672697 -0.0069358320404008305 0.0075466051155475391 0.010137255922996231 0.017540437978645986 0.05590780339871862 0.0043825113995944092 -0.0028215151687201265 -0.026301024555108549 -0.0025152952080857286 -0.035260922912967618 -0.0014196570029301606
leaf_weight=5.1571631114929941 5.8097630031406871 8.6669558845460397 5.7325246771797529 2.4552056007087231 5.3003549464046982 8.0205288287252205 7.7951904442161322 3.093067664653061 7.6912406422197801 152.74249880202115 132.71189400553703 5.147232372313737 24.165816714987159 9.3810508623719198 237.33904683403671 221.08479408361018 28.250613218173385 4.2972903195768621 14.616564385592936 4.4501534271985292
leaf_count=37 50 114 61 64 94 86 146 61 80 1369 1089 68 250 75 2317 2010 492 42 205 53
internal_value=7.80883e-05 -0.00677314 -0.00225866 0.00858743 -0.0124295 0.032746 -0.0159991 0.00863736 0.000623323 0.000408232 0.00077311 -0.00166903 0.00345573 0.0108117 -3.71893e-05 -0.000788436 -0.0205224 -0.0215587 -0.0281363 -0.0233577
internal_weight=893.909 65.1348 56.4679 27.0965 29.3714 13.7531 13.3435 5.54827 828.774 822.964 810.823 423.479 387.344 142.093 390.082 245.251 33.3978 24.2142 18.9139 12.1414
internal_count=8763 910 796 418 378 147 271 125 7853 7803 7670 4246 3424 1164 3686 2260 560 341 247 133
is_linear=0
shrinkage=0.05


Tree=296
num_leaves=26
num_cat=0
split_feature=24 15 40 12 20 8 27 40 27 7 3 31 15 25 21 19 24 32 3 16 39 27 32 27 17
split_gain=1.30298 5.16576 4.53423 4.6193 5.79452 4.36579 3.73411 3.66915 6.46164 5.86953 5.13795 5.63528 3.59235 5.36351 6.48218 5.0028 4.82254 3.77386 3.42486 3.39796 3.38357 2.40473 4.40084 3.23964 1.72824
threshold=0.0078173146860279121 0.90948564815656885 0.0033743030747937332 0.030780042856757412 -0.72856407333453321 43.070141508420313 0.010168991363746167 0.0053688161187462032 0.006441813393943935 82.203096822788055 0.049190334407441819 0.0074450964783770975 0.71815612335227075 -0.0015319221063204351 -0.017405309502372329 0.58685757674368511 0.006738868497152173 0.001731125223580175 0.054748677680107882 0.021417386137952594 0.0052719405653007404 -0.0012126654167657922 0.0011854662466811302 0.001177255921984774 1.6466573190786904
decision_type=2 2 2 2 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 -2 4 -4 -3 12 8 9 -5 11 -9 15 17 -15 16 -1 -14 -12 -17 -10 -7 23 -23 -6
right_child=2 5 3 7 24 21 -8 10 20 -11 18 -13 13 14 -16 19 -18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.00048156740361874766 -0.022452572237271508 -0.029062571956801588 -0.0096577570268507745 -0.0057027039337630347 0.012635642246709293 -0.022223610475529031 0.021968014164538446 0.016606432611938643 -0.0090017403687380551 0.02678801566630172 -0.0081230054034259237 -0.009628138828483436 0.017516395037811026 0.019244708955798533 -0.01578738936095345 -0.0031689320889628256 -0.021799185675513599 -0.0078345050515247986 0.001735730093286363 -0.016789894094832815 -0.03592492658533538 0.0066201653083545579 0.012515119390290028 -0.016474892208575388 0.034803506376279228
leaf_weight=1206.5255424380302 19.698599696159363 24.582685425877571 15.605437278747557 59.28240630030632 15.689943313598631 19.100933969020844 18.915663510560989 102.11611166596413 26.301852315664291 18.019056707620621 99.29385282099247 25.266492009162903 89.476836040616035 18.820871442556381 43.179615169763565 116.1380225867033 24.684215784072876 17.200352594256401 769.9166199862957 76.826566532254219 21.989592209458351 21.07373158633709 31.895374327898026 51.577317491173744 23.492747232317924
leaf_count=3569 69 71 48 167 46 58 54 297 78 51 287 71 261 53 130 338 72 51 2316 220 66 63 96 157 74
internal_value=-1.16904e-05 -0.000878851 0.00125947 0.00166245 0.0158312 -0.00980809 -5.39927e-05 0.000964888 -0.00707674 0.00183114 0.00198394 0.0113601 -0.000320013 0.00657301 -0.00505866 -0.00114033 2.90713e-05 0.0133785 0.000602965 -0.00862374 -0.0214135 -0.00591926 -0.00287424 -0.00970714 0.0261089
internal_weight=2956.67 1760 1196.67 1176.97 54.7881 148.23 1611.77 1122.19 125.593 77.3015 996.593 127.383 1592.85 168.678 62.0005 1424.17 1231.21 106.677 869.21 192.965 48.2914 123.647 104.546 72.651 39.1827
internal_count=8763 5193 3570 3501 168 445 4748 3333 362 218 2971 368 4694 495 183 4199 3641 312 2603 558 144 374 316 220 120
is_linear=0
shrinkage=0.05


Tree=297
num_leaves=19
num_cat=0
split_feature=3 5 28 5 38 32 11 39 1 12 8 41 39 5 34 16 31 16
split_gain=1.45957 1.66529 6.03774 5.45875 4.90324 5.07751 5.43502 3.47324 6.14917 4.715 4.5965 3.22731 3.10339 5.75986 4.98854 3.94457 4.22999 2.92049
threshold=0.020878509640049569 0.024713127901306982 0.036741189352490725 0.027832889760787616 -0.015183370965050456 0.0014569989588901959 0.26679166046676756 0.0038211283367563229 0.038814184444630986 0.033411317817469151 -82.006965881057951 0.0073433206379988044 0.0032181274883433023 0.058524727662061356 -0.0026380990357620644 0.024748396467124321 -0.001135349838324266 0.028531720750208798
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 -2 6 -6 8 9 -3 -9 -12 13 14 -5 16 -14 -17
right_child=1 3 -4 12 5 -7 -8 10 -10 -11 11 -13 15 -15 -16 17 -18 -19
leaf_value=-0.016153270904428821 -0.02027233429129819 -0.02285382164545742 0.028631312020900176 -0.02627277939120717 0.023822558551752263 0.029592100883338648 1.6751201617286699e-06 0.0071349682745747364 0.021521241075268326 0.0079958343182228477 -0.025402239680809499 -0.0001021212674983199 0.018966216402776289 0.018720959944235463 -0.0046488504874448505 -0.0056965307921608031 0.0031474014906963995 0.00071768737346841554
leaf_weight=13.836575567722319 24.050640031695366 30.153873339295387 21.628139466047287 32.349864944815636 25.682574242353439 16.997496113181114 342.00160437822342 18.407482132315636 21.637022837996483 20.594726756215096 63.878643125295639 16.193941742181778 55.38989645242691 21.655011840164661 156.01705884933472 199.33142682909966 182.41334819793701 1610.7394550666213
leaf_count=70 74 94 60 96 77 51 1022 54 67 62 210 53 167 70 457 591 522 4966
internal_value=-1.00859e-05 6.68518e-05 0.00293464 -0.000439342 0.00155599 0.00293863 0.00168517 -0.00905417 -0.000664095 -0.010245 -0.0151635 -0.0203544 0.00021074 -0.00557314 -0.00840101 0.000806596 0.00685941 8.29307e-06
internal_weight=2872.96 2859.12 430.36 2428.76 408.732 384.682 367.684 170.866 72.3856 50.7486 98.4801 80.0726 2257.9 210.022 188.367 2047.87 237.803 1810.07
internal_count=8763 8693 1284 7409 1224 1150 1099 540 223 156 317 263 6869 623 553 6246 689 5557
is_linear=0
shrinkage=0.05


Tree=298
num_leaves=26
num_cat=0
split_feature=12 1 33 20 24 29 25 44 1 6 15 3 41 20 18 29 19 33 20 42 28 43 44 26 37
split_gain=1.32661 3.58282 3.20184 2.97698 3.21824 3.03449 7.3116 5.28865 4.47835 4.38604 6.89485 6.28081 2.54661 3.21949 2.81253 3.262 2.98937 2.61214 11.0793 3.13179 2.58755 2.34943 2.10484 0.812884 0.118933
threshold=0.046440993233288839 0.03382730165923143 0.012694626498203168 -1.862395191848133 0.0087616070116067549 0.0084759479132426891 0.0046736480207708242 -0.12940952255126037 0.050932496605172593 64.784883720930296 0.90948564815656885 0.05518195357055096 0.0077316112174685937 3.2140727896286951 0.91501454938850479 0.016672187093409788 0.9508133288252737 0.023496268459635167 2.3368357266989936 0.95971317526489408 -0.010400636851503305 -0.60355339059327362 -0.37940952255126015 0.012813278297183176 0.029080480092175679
decision_type=2 2 2 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 22 9 7 -7 -8 10 -5 -11 13 14 15 -3 -16 19 20 21 -19 -14 -1 -6 -15
right_child=1 12 -4 5 23 6 8 -9 -10 11 -12 -13 17 24 16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.021112847468170978 -0.030892755434314995 0.0022668446695739788 0.030757719961766346 0.002421874063112511 -0.036411202394327588 0.0070952250776652129 -0.02645738640556718 0.067182567849162142 0.010592425816988788 -0.010569823415773054 0.042852649382642258 0.028108418199460979 -0.00065805390466034579 -0.015573778399651701 0.041074709403366966 -0.026133314677951915 0.0024086429898479669 0.0059051181582864057 0.097013384109782427 0.020265191285551296 -0.033498662041168546 -0.020109031079951094 -0.015784416434820023 -0.012562563574237821 -0.033796290953244011
leaf_weight=7.9430583659559488 10.526312401518224 202.44232165440917 9.2018612064421159 288.58420254383236 11.043920714408161 6.5726553909480563 10.254132702946661 8.8704963251948339 37.914190476760268 117.60421947389841 10.871419697999952 11.37028857693076 22.213625042699277 2.90434264205396 9.2822577059268951 10.530525054782627 11.361512515693903 12.835963482968513 2.8901283573359242 6.7906185723841181 5.9602637588977823 56.042100667953491 7.2537678033113462 6.6242493800818911 5.6608239468187094
leaf_count=65 102 2127 92 2422 98 53 96 67 324 1029 69 95 280 54 76 139 137 215 44 73 114 771 65 72 84
internal_value=7.26601e-05 -0.00226958 0.00165841 0.001133 -0.013393 0.00211592 0.0123011 0.0421411 0.00256316 0.00058948 0.00392018 -0.00710211 -0.00138312 0.00143559 0.00256422 0.000827516 0.0201497 -0.00782108 0.00750287 -0.0117915 -0.00643633 -0.0146594 0.00318608 -0.0278722 -0.0284453
internal_weight=893.549 359.441 534.108 524.907 32.865 492.042 63.6115 15.4432 48.1683 428.43 299.456 128.975 348.914 242.182 233.617 212.973 20.6438 106.733 21.6864 85.0463 18.7962 78.2557 15.1968 17.6682 8.56517
internal_count=8763 4216 4547 4455 300 4155 540 120 420 3615 2491 1124 4114 2617 2479 2266 213 1497 373 1124 329 1051 130 170 138
is_linear=0
shrinkage=0.05


Tree=299
num_leaves=27
num_cat=0
split_feature=44 28 40 38 31 31 16 4 25 16 31 31 5 16 21 7 12 25 7 29 29 32 43 38 25 25
split_gain=1.34599 4.19754 6.25174 6.13109 4.88869 6.5451 5.75375 5.09628 5.53771 4.47445 4.40612 3.96089 9.08402 6.34763 3.80747 2.93807 5.23449 3.62046 5.89669 3.8217 3.52377 3.38902 3.34289 5.33263 3.51141 3.25553
threshold=0.60355339059327384 -0.0062402202660889932 0.0030713528812234682 0.016131049367720477 -0.001812871709782687 0.00081312096438097739 0.018151104291784671 0.66967526036674896 -0.0073262653098867042 0.017545637459336627 -0.012713643453551703 -0.004979030026728168 0.034425802284202896 0.028058888189293342 -0.034285373851221171 91.871612189849472 0.04730923946036901 0.017308479585084698 88.525328159507495 0.013366596187858073 0.011627263251074884 0.0033187333068590489 0.37940952255126054 0.051311047103849934 0.0069961060777115293 0.0048424167048382533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 3 -3 10 7 9 -7 8 -4 -6 14 13 -13 -12 -2 17 -17 19 -19 20 21 -1 24 -24 -21 -22
right_child=1 2 4 -5 5 6 -8 -9 -10 -11 11 12 -14 -15 -16 16 -18 18 -20 22 25 -23 23 -25 -26 -27
leaf_value=0.00067479554876245405 0.011987735677766733 -0.030281964470041195 -0.0082314883597936813 -0.018527343417788725 -0.011521837445408372 0.011248773408763508 -0.0062197819978263118 0.0043162182673256123 -0.044314147364745676 0.015774862374222581 -0.0092372698765182445 0.017414731745620964 -0.013252174459436911 0.025868670769070748 -0.019546916446376478 -0.0019002382069545213 0.033384888719408007 0.0013838601995808217 -0.038327722141842969 0.014510048032173732 0.00098658343672037565 -0.014146435681211773 0.032273058615267407 0.0001196032512222048 -0.0029255428393430882 -0.02632021325584423
leaf_weight=1765.3787073194981 14.802600443363188 21.63381914794445 22.615993991494179 26.976366832852364 18.33428293466568 53.749562293291092 370.20173624157906 20.551424473524094 20.782668277621269 77.252295821905136 15.972018197178839 52.651510685682297 44.316219806671143 61.665130153298378 26.085584104061127 23.250885412096977 18.700945198535919 22.438854709267616 15.639053165912626 44.311354249715805 19.300197899341583 39.314493253827095 29.589839532971382 23.352420300245285 81.628488287329674 24.021728023886681
leaf_count=5158 50 86 69 84 51 156 1097 58 61 217 46 156 131 202 90 72 57 81 48 132 58 119 94 76 242 72
internal_value=-1.0477e-05 -0.00169462 -0.00392587 0.00385255 -0.00293508 -0.00131751 -0.00399116 -0.0159757 -0.0256878 0.0104803 0.00668465 0.0101563 0.00334861 0.0185795 -0.00800716 0.000664707 0.013752 0.000395753 -0.0148529 0.000685404 7.04148e-06 0.000348385 0.00766165 0.0182116 0.00317606 -0.0140655
internal_weight=2954.52 847.591 605.122 242.469 583.488 519.538 423.951 63.9501 43.3987 95.5866 215.493 174.605 96.9677 77.6371 40.8882 2106.93 41.9518 2064.98 38.0779 2026.9 1848.02 1804.69 178.882 52.9423 125.94 43.3219
internal_count=8763 2554 1795 759 1709 1521 1253 188 130 268 675 535 287 248 140 6209 129 6080 129 5951 5407 5277 544 170 374 130
is_linear=0
shrinkage=0.05


Tree=300
num_leaves=17
num_cat=0
split_feature=10 15 18 30 42 24 16 29 43 34 39 3 38 37 42 20
split_gain=1.45441 1.61324 5.92085 5.08328 4.26408 5.22053 4.84697 3.76339 3.71563 1.90081 3.61883 2.98724 2.61497 2.55932 5.3403 3.63422
threshold=88.691940183317357 1.2335554779826619 1.0381111982202136 0.0019855921568276841 0.79727069589274346 0.021774850304800801 0.032052618505958065 0.015788701891761962 -1.0000000180025095e-35 0.0085254912327912286 0.0076509549747177776 0.061329133869118611 0.0072713473175739516 0.011488096368276303 0.65617787665324812 5.7786139489454955
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 8 -5 6 -6 -7 -3 13 12 -12 -11 14 -1 -15
right_child=-2 3 -4 4 5 7 -8 -9 -10 10 11 -13 -14 15 -16 -17
leaf_value=-0.00092082374884689614 -0.014013403682860909 0.00085068502347546257 -0.022264949066947873 0.031248370805274463 0.0038239623400329091 -0.014689126405053168 0.032863737039562864 0.0056367349636300195 -0.03002124563894833 0.028020247645732868 -0.017877249750603924 0.0033228537996680147 0.0056004711873982229 -0.0044793711945379545 0.0055822427612475358 0.011192492875201762
leaf_weight=1442.1774047240615 18.328943982720375 23.116456925868988 30.115222409367561 17.630639687180519 32.264594495296478 35.791185155510902 26.51414193212986 61.889255538582802 16.374039679765701 24.059278234839439 18.922919109463692 130.40477805584669 29.821957483887672 519.75667306780815 403.86861926317215 39.572802767157555
leaf_count=4415 68 67 99 52 95 109 79 200 61 72 57 414 86 1590 1182 117
internal_value=-1.06877e-05 7.80299e-05 -0.000258553 0.00425795 0.00794915 0.00527346 0.0170418 -0.00176715 -0.011867 -1.73612e-06 0.00463874 0.000592734 0.0157374 -0.000396024 0.000499401 -0.00335984
internal_weight=2870.61 2852.28 2638.7 213.58 174.09 156.459 58.7787 97.6804 39.4905 2608.58 203.209 149.328 53.8812 2405.38 1846.05 559.329
internal_count=8763 8695 8032 663 535 483 174 309 128 7933 629 471 158 7304 5597 1707
is_linear=0
shrinkage=0.05


Tree=301
num_leaves=31
num_cat=0
split_feature=10 33 3 5 40 39 32 32 33 32 28 38 28 42 33 44 39 28 31 15 19 42 36 42 24 39 10 24 15 30
split_gain=1.34147 4.16244 6.45879 3.11241 4.24421 2.90873 3.73665 6.86096 2.74314 6.12243 5.94177 5.69526 5.00137 4.25083 3.21002 4.52013 4.16347 3.97624 6.21531 4.45525 4.27448 3.67099 6.27256 4.90663 2.7298 3.29141 2.47259 1.74593 1.58001 1.56198
threshold=46.245523500524534 0.0076316311310877724 0.037836558277727535 0.016913789512658029 0.0029969185294524063 0.0038596142416117744 2.3504266631806193e-05 -0.0011852131623939176 0.0079643584102935764 0.0023051350919141714 0.011710765455734431 0.017298683767917326 0.034061288597213177 0.64653704461090833 0.0087112722870171262 -0.37940952255126015 0.0047486520556894148 0.005739216474223853 0.0082503262251381968 0.33247707085343386 0.96974226731088053 0.48832315398157455 0.0029550801618181137 0.9403133645130104 -0.0065070282297896463 0.0099226339083083107 34.525878802185751 0.0068342431414692402 1.0773198934477561 0.0056523205091282653
decision_type=2 2 2 2 2 2 2 2 2 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 -1 6 7 -4 9 10 11 13 29 -2 15 16 -10 21 20 -20 -19 22 -16 -23 25 -7 -26 -17 -29 -12
right_child=8 2 5 -5 -6 24 -8 -9 14 -11 12 -13 -14 -15 17 27 -18 18 19 -21 -22 23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.020051490475748647 0.017332065258084988 0.049639691520264727 -0.0057384329285330663 -0.02685999907346075 0.033695813897223821 0.017700949420291729 -0.027052267656161678 0.03430908208150743 0.026078056692410596 0.052928115721276051 -0.021997021757913782 0.047671974897320717 0.029492797960796457 -0.0047482413392543922 -0.0073340385401635183 -0.036461280227190224 -0.019517752665058858 0.012407769073334379 0.022231705068080559 -0.0097443113918142636 -0.0058975436633679282 -0.016526826886670863 0.047986719100443165 0.035736723433499117 -0.021921485314812719 -0.008293223663862993 -0.0046889850572284838 0.0091449066939626854 -0.027145418845653087 0.0032103381614146855
leaf_weight=9.1559942420572025 50.081178564578295 6.2295391336083403 20.627255940809846 28.076138213276863 5.9791968502104273 26.51608079764992 5.9731831140816203 21.664057858288288 10.897987626492979 6.9244693592190734 30.886388726532459 9.9487648680806142 6.6263245306909075 37.978939238935709 16.887546267360452 16.225023861974481 9.009213235229252 163.95426063705236 12.14235921576619 94.360876007005572 39.115499706938863 70.871321529150009 7.1813748665153971 4.646322486922144 25.757867867127061 22.074088731780648 114.63646564818919 5.2890519946813566 6.3138354383409023 7.2213010787963858
leaf_count=91 315 34 191 346 37 301 53 155 85 52 277 57 65 268 163 135 78 1282 99 1270 429 778 53 41 388 395 1159 45 63 58
internal_value=6.60385e-05 -0.00274592 -0.000184496 -0.0170294 0.000935138 -0.00153418 0.00937608 0.0146908 0.00140358 0.00727826 0.00499327 0.0119049 -0.0100309 0.00775788 -0.000511049 -0.0127739 0.00519887 0.000910165 0.00371677 -0.00603441 0.008856 -0.00775923 0.00909523 -0.0132021 -0.00435046 0.00579655 -0.00789954 -0.0257826 -0.0102388 -0.0170935
internal_weight=893.252 286.69 243.479 43.2113 15.1352 237.249 48.2645 42.2913 606.562 149.667 142.743 98.0089 44.734 88.0601 456.895 47.7351 19.9072 409.16 309.573 106.503 203.07 99.5866 24.0689 75.5176 188.985 48.5902 140.394 27.8279 11.6029 38.1077
internal_count=8763 3150 2676 474 128 2642 399 346 5613 1092 1040 640 400 583 4521 406 163 4115 3080 1369 1711 1035 216 819 2243 696 1547 243 108 335
is_linear=0
shrinkage=0.05


Tree=302
num_leaves=12
num_cat=0
split_feature=16 1 16 15 37 40 33 1 32 16 20
split_gain=1.2978 2.3809 2.36451 2.72671 4.57172 1.88965 4.89695 4.83131 3.74643 3.53986 1.9606
threshold=0.0070184647095794042 0.013179427324124379 0.010655420698068692 0.20322064826319527 0.0012081375274098918 0.0030713528812234682 0.00534071101514036 0.019661044564810874 0.00010579793520869203 0.013668448328850837 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 8 -7 -8 9 -4 -10
right_child=1 2 5 4 -6 6 7 -9 10 -11 -12
leaf_value=-0.012882981746990716 0.015210073259560211 -0.028731681256496246 0.01789392925903498 0.011881895597129238 -0.022533244862112421 0.025792915802151262 0.014380988800268116 -0.00014604889564516263 -0.010134952896743247 -0.013770736592581913 -0.0374226141753033
leaf_weight=19.34817798435688 25.661222726106644 14.743683055043219 18.045441940426826 21.502883210778236 17.250292897224426 18.661491721868515 58.358866885304451 2713.3301273137331 16.295227453112606 16.994935840368271 11.932022199034689
leaf_count=70 91 45 56 65 57 56 168 7993 57 51 54
internal_value=-7.89722e-06 7.57741e-05 -5.66157e-05 -0.0104625 -0.00332727 0.000137072 0.000332676 0.000158527 -0.00839784 0.00239848 -0.0219377
internal_weight=2952.12 2932.78 2907.11 53.4969 38.7532 2853.62 2790.35 2771.69 63.2676 35.0404 28.2272
internal_count=8763 8693 8602 167 122 8435 8217 8161 218 107 111
is_linear=0
shrinkage=0.05


Tree=303
num_leaves=22
num_cat=0
split_feature=33 25 5 28 27 1 5 28 39 32 27 30 27 40 39 3 2 33 20 33 15
split_gain=1.37174 3.16499 1.74146 5.98634 10.52 6.15746 5.07594 4.48507 5.28911 10.1592 4.07908 5.49802 3.77035 2.97059 7.25077 6.23399 7.09078 7.03237 4.57766 4.50588 2.90122
threshold=0.0042703287206451923 0.00016413113460468239 0.024713127901306982 -0.010719217791563306 -0.0010220223931217117 0.024848874846707059 0.027832889760787616 0.036741189352490725 0.0029655066439390381 -0.00041081724383452387 -0.0035139427600439682 -0.0018585396246485748 0.0019955699284030484 0.0053386755865712241 0.0027708045254278171 0.049190334407441819 0.89001982624359177 0.009166123206178994 0.2537836138834339 0.0087591969185724771 0.12746906873893957
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 -1 3 4 5 -2 10 8 9 -5 -4 -12 -10 14 18 16 -15 -17 -8 -16 -13
right_child=2 -3 6 7 -6 -7 13 -9 12 -11 11 20 -14 15 19 17 -18 -19 -20 -21 -22
leaf_value=-0.029473335621522448 0.021690992695606717 0.0071048255817829009 -0.034002735464328686 -0.0098589562012464105 -0.034220532750784564 -0.017117747030052217 0.0032437544877709497 0.027790106127709692 0.0036443461040938569 0.019570298094838266 0.017877085761694719 0.005245102165149047 -0.01156282290457135 -0.004291140474251851 0.00076367321402491929 0.028951041143107994 -0.027779449537054985 0.0001417263217846637 -0.025273063172836913 0.013742685116190959 -0.013479607266854541
leaf_weight=12.290693782269956 24.363379031419754 10.924715444445608 14.609554827213286 40.32933497428894 27.630765110254288 17.354120254516602 26.254690244793892 21.593139141798019 122.81542840600014 105.14192217588425 20.169980570673943 24.969750091433525 60.748900175094604 195.78924740850925 121.5834718644619 21.360538795590401 38.565697714686394 1671.9102377444506 29.514165043830872 150.89071702957153 110.28894989192486
leaf_count=70 69 35 50 121 89 55 76 60 362 315 62 75 178 567 365 64 129 5151 89 428 353
internal_value=-9.22425e-06 -0.0120893 8.79837e-05 0.00306167 -0.0103257 0.005425 -0.00042487 0.00572591 0.00425474 0.011376 -0.00875349 -0.0063277 -0.00136466 0.000201051 0.00459882 -0.000545424 -0.00818793 0.000509796 -0.0117767 0.00797194 -0.00998463
internal_weight=2869.1 23.2154 2845.88 419.977 69.3483 41.7175 2425.91 350.629 329.036 145.471 170.038 155.429 183.564 2255.87 328.243 1927.63 234.355 1693.27 55.7689 272.474 135.259
internal_count=8763 105 8658 1249 213 124 7409 1036 976 436 540 490 540 6869 958 5911 696 5215 165 793 428
is_linear=0
shrinkage=0.05


Tree=304
num_leaves=29
num_cat=0
split_feature=4 43 3 28 21 40 37 2 5 40 39 30 19 39 12 21 28 5 16 40 20 41 43 2 2 7 28 35
split_gain=1.31017 2.24159 1.33234 5.03369 6.3475 5.60776 4.75301 9.77213 3.45257 2.90519 4.04012 8.94514 4.86894 3.79419 3.76502 5.01909 4.82059 4.79582 4.15236 3.29464 2.98641 2.6082 2.36884 2.11294 5.68138 1.52754 0.884098 0.00999072
threshold=0.10381497392224359 -0.60355339059327362 0.04271805525161481 0.01595780957686942 0.0027790856663170685 0.0054413725278549046 0.00082997746935764571 0.51889117693878262 0.016581576393554995 0.0063577282564199642 0.0036353837435340549 0.0038668273479728842 0.42720725648388691 0.0077888386115400722 0.046440993233288839 -0.0084521266734920875 0.0092529676684290126 0.074019725649657128 0.024129209590675722 0.0060450124833325075 0.56148836500742882 0.0077316112174685937 0.78656609248549325 0.59577910496557218 0.64466756231235178 60.266436467145247 0.0048112191830548797 0.00085863433995703186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 23 8 -8 -2 10 11 12 -4 22 15 16 -11 -17 25 -15 -13 -20 -12 27 -25 -16 -3 -5
right_child=2 26 9 5 -6 -7 7 -9 -10 14 13 20 -14 19 18 17 -18 -19 21 -21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.018613805370591027 0.011937732732818559 -0.034487296466323272 0.012528447136166666 -0.035562276678697394 0.044019647818602514 0.021261516346826517 0.03884696745007539 0.0022295640732270636 -0.0093753428962208493 0.00098182935748882547 -0.016265454252528226 0.05243978921643358 -0.024051787733989766 0.029657119693593859 -0.032143108696328998 -0.012585706791129456 0.029732601893610374 0.036808115320067253 0.0034217945732159883 -0.014392391213126866 0.007955082105138598 -0.0064019026345912824 0.0014401247975880322 0.031412292681442716 -0.02112098495444573 -0.0037623547810479645 0 -0.024000072803375905
leaf_weight=3.5166196431964645 26.955487914383411 8.1007533436641044 15.952227149158714 10.826237672939895 11.076920310035346 11.523902498185633 26.255349796265364 60.135713871568441 63.02529473323375 24.245555017143488 106.56889565289021 10.410929046571257 20.602146867662668 10.278856990858914 13.904537200927736 30.760778814554214 37.946153920143843 5.7191155590116969 215.9846597481519 6.9307043328881255 6.4032642990350714 98.129509065300226 22.319922721013427 6.4634824022650745 23.089991349726915 7.8588482607156029 2.7183307893574247 4.7878659255802622
leaf_count=56 190 152 137 105 52 84 142 420 592 188 1026 80 186 88 147 307 264 62 2324 62 49 1363 226 52 233 90 37 49
internal_value=6.22967e-05 -0.0148714 0.000313445 0.00345536 0.00741828 -0.00954986 0.00506758 0.0134479 -0.00292893 -0.00088888 -0.00588776 0.00581857 -0.00796124 -0.0101992 0.00139503 0.00998162 0.0186239 -0.00462588 -0.00111481 0.0116478 0.0359417 0.000335891 -0.0131618 -0.017551 -0.00939591 -0.0221875 -0.0262841 -0.0325104
internal_weight=892.492 14.3357 878.156 244.14 187.449 56.6915 176.372 86.3911 89.9808 634.016 199.467 53.3686 36.5544 146.098 434.549 98.6716 62.1917 36.4799 335.878 17.2096 16.8142 314.114 128.889 45.1676 29.5535 21.7634 10.8191 15.6141
internal_count=8763 245 8518 1919 1396 523 1344 562 782 6599 1854 452 323 1402 4745 821 452 369 3924 150 129 3687 1252 439 285 237 189 154
is_linear=0
shrinkage=0.05


Tree=305
num_leaves=31
num_cat=0
split_feature=44 31 5 31 28 38 32 37 5 31 36 29 24 32 24 29 42 25 36 29 5 1 36 28 19 27 8 10 39 31
split_gain=1.27891 4.09655 7.03714 5.17 4.99234 5.73852 4.42436 6.43457 4.95794 4.10398 3.9664 3.21645 2.9032 4.36055 3.96125 4.21572 4.52152 4.56334 4.05063 4.22474 3.89556 3.59098 3.22378 3.059 2.74431 5.64864 4.83861 6.04758 4.63642 3.54667
threshold=0.60355339059327384 0.017365758993728764 0.0924308094743157 0.01098319437539126 -0.0062402202660889932 0.016131049367720477 -0.0014151212394652975 -0.02076104418634744 0.075865761942592244 -0.012713643453551703 -0.00035900065291094568 0.0099924803013934377 0.0075491579823724151 0.0024828582521871857 0.011947139876288357 0.013366596187858073 0.97050291330544269 0.0067646229989186861 0.020799525380313936 0.0091199595735498313 0.025139916620315363 0.098749246440216723 0.014546437520372548 0.048356399128317816 0.58685757674368511 -0.00051836805008814029 7.5877130603454468 53.723891625139835 0.0025685586456512251 0.002541562266198619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 -3 4 5 9 7 -6 -8 -2 -5 -12 13 24 20 18 17 -17 19 -16 -14 22 -22 -20 26 -26 28 -28 -1 -27
right_child=1 2 -4 10 6 -7 8 -9 -10 -11 11 -13 14 -15 15 16 -18 -19 23 -21 21 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=0.01064409998416996 -0.0077039531563520107 -0.035343721098504359 0.0067465237038121673 -0.0028385813816430767 -0.018668909267520462 -0.017970012351244236 -0.008326433576721911 0.014139458084960517 0.01785057092780382 0.0098336664677447696 0.034661040048044087 0.00758448711284768 -0.0079517670393683404 -0.022152884148370355 -0.0018421443704444457 0.016465460350985235 0.028228591612675564 -0.00058334438077200959 0.014814057117869442 -0.016055309168609599 0.013672102731705505 -0.012518665782163443 -0.0031433362886631303 -0.0074928831727706507 -0.023843127391864647 0.0041430144033859787 0.019935789441692289 -0.008738641712370902 -0.0015361477061682613 -0.0080350259304144377
leaf_weight=86.529073260724545 40.865108266472816 22.915808245539665 17.118737898766994 27.954105213284492 19.834537193179131 26.856925889849663 393.42551497370005 58.802190646529198 18.753890112042427 173.97425600886345 22.022676676511765 23.051126763224602 34.775597110390663 23.500401496887207 159.23592898249626 50.615120068192482 19.797237917780876 171.38476707786322 45.168271198868752 78.484322786331177 206.71566094458103 16.564791470766068 32.480367407202721 22.859213158488274 34.279023475944996 115.38805624842644 64.783289343118668 25.313263237476349 793.79948525130749 123.2543870061636
leaf_count=263 140 71 54 80 59 84 1163 170 63 535 62 73 102 68 468 155 61 535 138 232 594 51 95 67 106 331 197 76 2310 360
internal_value=-8.18116e-06 -0.00165216 -0.0172494 -0.000868742 -0.0021398 0.0037295 -0.00504042 0.0057875 -0.00711923 0.0064725 0.0117978 0.020972 0.000649897 -0.000857371 0.00293409 0.000420062 0.00536048 0.00328687 -0.00347114 -0.00656048 0.00765303 0.00979663 0.0113675 0.00724489 -0.000449096 -0.00488017 0.000792317 0.0118233 -0.000332177 -0.00212651
internal_weight=2950.5 845.575 40.0345 805.54 732.512 241.696 490.816 78.6367 412.179 214.839 73.0279 45.0738 2104.93 1266.85 838.081 547.545 241.797 222 305.748 237.72 290.536 255.761 239.196 68.0275 1243.35 272.921 970.425 90.0966 880.329 238.642
internal_count=8763 2554 125 2429 2214 759 1455 229 1226 675 215 135 6209 3711 2498 1656 751 690 905 700 842 740 689 205 3643 797 2846 273 2573 691
is_linear=0
shrinkage=0.05


Tree=306
num_leaves=9
num_cat=0
split_feature=1 28 31 28 36 11 31 43
split_gain=1.36936 2.75732 4.16056 5.59037 3.51605 4.88692 3.56289 3.32798
threshold=0.28472972050346751 -0.14855972285802657 -0.02130081033678435 -0.095628449592824114 -0.040496431007141946 -0.27298805707068768 -0.0088281796337112989 -0.25881904510252113
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 -6 -7 -4
right_child=-2 2 4 -5 5 6 -8 -9
leaf_value=0.015574808770873326 -0.013073581197352999 -0.00055160749057832728 -0.0010343478968290918 0.03750170896052555 -0.027740687493913459 -0.0076629553139622199 7.4215684946063429e-05 0.025283596541937625
leaf_weight=28.32477505505085 19.826854974031448 21.475977346301079 21.74547490477562 17.057897612452507 16.318711280822754 157.81261374056339 2557.2757899388671 25.782551258802414
leaf_count=89 68 68 68 51 54 587 7699 79
internal_value=-1.05363e-05 7.91742e-05 -7.53803e-05 0.0162176 -0.00030368 -0.000540268 -0.000373926 0.0131605
internal_weight=2865.62 2845.79 2817.47 38.5339 2778.94 2731.41 2715.09 47.528
internal_count=8763 8695 8606 119 8487 8340 8286 147
is_linear=0
shrinkage=0.05


Tree=307
num_leaves=23
num_cat=0
split_feature=29 2 15 17 15 28 37 24 38 7 36 34 28 30 12 7 34 22 19 25 41 23
split_gain=1.30233 4.53463 2.59563 4.86309 3.07262 3.30218 2.63674 2.57328 3.01982 2.68426 2.39927 5.11741 3.41442 2.86627 2.95433 2.06695 1.91047 1.15048 3.66176 1.01883 0.948114 0.197021
threshold=-0.011761845572619943 0.27079744910878517 -0.20065771535960522 -1.6776853046539273 -0.043986829635538155 -0.015921297291921831 -0.065050997255393525 -0.0065070282297896463 -0.02130806693992959 23.686598695022223 -0.017360231956419944 0.00035616598475118893 0.027351467231607727 -0.014805356243112295 0.055941496607646211 55.474650820108806 0.0046930626679244644 0.19680694846696223 0.075727906380397267 -0.022964955893752966 0.0016458564175850547 0.11642037060481961
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 -1 8 19 16 11 12 -11 15 -15 -12 17 18 -9 -2 -8 -3
right_child=7 21 3 4 -6 -7 20 9 -10 10 13 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.017624943252628467 0.018006873395073456 -0.034694540278522153 0.053635065794054852 -0.034149642767561765 0.033159825652927903 0.017274060602987147 0 -0.033393270017079743 0.042538827080326559 -0.010671373540141988 0.0018458681604255857 0.061247162977105057 0.029398252328073249 0.0012237716035036288 -0.007002368528868143 0.047723464639560571 0.01046474949852046 -0.035037354620390114 0.027632045333416413 -0.014902004402055677 -0.03416747806348041 -0.015275829950563405
leaf_weight=4.5176012441515949 4.2881940398365268 11.583469834178684 5.3216759059578171 7.6639556232839841 4.7774250376969638 4.9980404525995255 2.5886829197406724 6.3968277210369759 7.7610185593366614 13.489477126859134 4.9509634077548963 4.8686912395060054 8.5562758482992631 626.62070017307997 132.01780025940388 5.3013770990073681 5.1769068073481312 9.9902631323784572 3.7902672477066517 4.9624885227531204 9.0159959672018868 2.8944480270147315
leaf_count=72 48 180 55 146 54 46 31 143 60 155 61 39 72 5321 1701 41 56 116 51 59 196 60
internal_value=7.00868e-05 -0.00748981 0.00130005 0.0122677 -0.000304337 -0.0134832 -0.0138559 0.00055818 0.0197511 0.000152122 0.000669301 0.015317 0.00471698 0.000148144 -0.000201881 0.0262835 -0.0158232 -0.0228329 -0.0101539 0 -0.0265841 -0.0312867
internal_weight=891.533 53.3613 38.8834 22.7611 17.4394 12.662 16.1223 838.171 17.0117 821.16 795.805 26.9144 22.0458 768.891 758.639 10.2523 25.3543 20.1774 10.1871 9.25068 11.6047 14.4779
internal_count=8763 840 600 301 246 192 299 7923 167 7756 7390 266 227 7124 7022 102 366 310 194 107 227 240
is_linear=0
shrinkage=0.05


Tree=308
num_leaves=31
num_cat=0
split_feature=31 28 44 33 27 27 30 12 33 21 12 25 1 31 21 5 36 38 7 6 10 19 10 1 5 31 42 12 10 12
split_gain=1.26659 6.21809 5.18313 6.35439 4.22004 4.09223 6.77181 5.20919 8.78439 7.85233 4.71381 5.89233 4.76896 4.03484 4.00899 4.08642 3.72935 6.08727 3.97489 2.87612 4.46044 2.11048 2.04719 2.24719 7.08114 8.14495 6.81965 7.82006 4.97937 3.70792
threshold=0.004329149762212753 0.020248279938613441 -0.12940952255126037 0.0093761712901921316 0.0063425020462214146 0.0022180114208521636 0.0078816678395305321 0.060717853779974094 0.016634271022091446 -0.019171047732634675 0.038483729674413346 -0.0089292710535446001 0.043062478582556275 0.0035927797292329053 -0.0094916221677812801 0.03647150252124564 0.0029550801618181137 0.017298683767917326 49.599102856962013 26.239100765789576 44.869814285552444 0.8228121257696307 80.340830431097473 0.036054277710441264 0.038139209762495206 0.0027759228889413486 0.22089651709904815 0.027819164263620601 65.27283868764188 0.027581654690355558
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 14 -4 -5 19 10 9 -9 -8 12 -12 -7 22 15 -2 18 -18 -15 -3 -21 -6 23 26 25 -25 29 -28 -26 -1
right_child=1 5 3 4 21 6 7 8 -10 -11 11 -13 -14 16 -16 -17 17 -19 -20 20 -22 -23 -24 24 28 -27 27 -29 -30 -31
leaf_value=-0.0030522978488846291 0.017535035212147918 0.030596185477503042 0.022266105431292781 -0.016424599460659245 0.018782441676235471 0.01036558429403547 0.020088691868017792 -0.023164496107874327 0.00081097839304002583 0.0012201269978513256 0.0091509296904034032 -0.021252858388879827 -0.018329693564115138 -0.0086982334584605383 0.0026092572931982264 0.049183890917066674 0.019974570899945421 -0.016407212846433619 -0.036767512089951618 -0.0088558408369276698 0.02064344992546438 -0.0046857033777972564 -0.014820906959467051 0.010429200942265331 -0.0024404893220349097 -0.018741044594825753 0.0042970350539748249 -0.0075772037262146529 0.0087867397342742352 0.025375020314633852
leaf_weight=17.189242415130138 28.349484503269196 15.2017715126276 30.945197701454163 37.708355456590652 19.185294732451439 43.245562389492989 69.191542983055115 50.239846840500832 156.97253864258528 273.47200817614794 18.869502872228622 94.081008180975914 21.621425718069077 34.740022927522659 20.681068077683449 16.741316199302673 20.87343692779541 25.346523702144623 20.390422560274601 25.667562574148178 25.14782278239727 18.462137296795845 23.566045343875885 276.29264824092388 759.4897546172142 25.996083572506905 204.74512465298176 426.59309896826744 113.31441096961498 32.593179434537888
leaf_count=54 85 49 91 107 55 125 196 146 485 814 54 273 63 99 59 50 59 80 68 78 72 54 80 795 2313 78 654 1200 335 92
internal_value=-9.26287e-06 0.00147356 0.0100883 0.00320032 -0.00458201 -0.0003888 -0.00147682 0.00125834 -0.00498627 0.00504945 -0.00995895 -0.0161258 0.000710438 -0.000734689 0.0211229 0.0294791 -0.0104485 0 -0.0192182 0.0115127 0.00565661 0.00715938 -0.000207773 -1.87667e-05 0.00130299 0.00789873 -0.00230629 -0.00371836 -0.000976313 0.0154727
internal_weight=2946.91 965.783 172.073 106.301 75.3558 793.711 727.693 549.876 207.212 342.664 177.817 112.951 64.867 1981.13 65.7719 45.0908 101.35 46.22 55.1304 66.0172 50.8154 37.6474 1879.78 1856.21 1175.09 302.289 681.121 631.338 872.804 49.7824
internal_count=8763 2856 501 307 216 2355 2156 1641 631 1010 515 327 188 5907 194 135 306 139 167 199 150 109 5601 5521 3521 873 2000 1854 2648 146
is_linear=0
shrinkage=0.05


Tree=309
num_leaves=26
num_cat=0
split_feature=20 28 38 28 28 28 7 40 24 38 3 40 21 42 7 3 40 29 31 31 44 40 42 7 12
split_gain=1.35146 5.02828 4.15881 7.0113 5.43003 4.11117 2.91024 2.69791 2.51457 2.31946 4.47297 8.97996 5.48816 3.29034 2.6892 4.89977 5.70254 5.63342 3.28635 6.28327 4.48075 2.51205 2.18636 1.0954 0.646539
threshold=-1.862395191848133 -0.026280887284001398 -0.013325132504872715 0.011008598417140461 0.071058201306621702 0.039699791913159511 81.953236802676301 0.0092893397687734153 -0.022162966821130444 -0.037757030705469589 0.08012925940895832 0.0070274671643767656 -0.019973081710825989 0.27218388513335112 75.409521197435581 0.049190334407441819 0.0069213728022674862 0.0024392136272669567 -0.005848719985338746 -0.0029306233284858776 -0.9159756150367534 0.017507036612271005 0.19626990581178635 86.660349992086694 0.089940079251648278
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 6 5 -5 -4 -1 24 10 11 -10 21 -14 18 17 -17 -16 20 -20 -11 -12 -13 -6 -2
right_child=8 2 3 4 23 -7 -8 -9 9 14 12 22 13 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.029386458743953448 0.005895849348244506 0.023116232307125107 -0.0021394360347735345 0.0086030270631685234 0.0022295257495170378 0.033001485718781996 -0.029111505009802453 -0.0011493255487912358 0.013368858450985569 0.014162571570133365 -0.0035005535149703081 -0.013425906056610429 -0.0009044576454537485 0.025521025199713894 0.01664319432586928 0.010709950861931217 -0.0031669547518819404 -0.011583558056299138 0.01002511407431775 0.00039901774747398981 -0.009967757503886383 -0.02634312124955281 -0.035424754136676624 -0.015404328656738046 0.020594246137533759
leaf_weight=15.131670549511908 16.212566405534744 33.136895015835762 23.567423611879349 47.936045467853546 17.578775942325592 27.710035502910614 17.880605936050415 19.920204102993011 18.709914177656174 22.476018205285072 52.691921725869179 19.570368722081184 21.313762634992599 25.276474595069885 19.203698337078094 99.199559211730957 290.5621549487114 195.90524483472109 191.51358936727047 1482.7110854312778 125.53407211601734 15.800731331109999 30.676472678780556 16.710640147328377 16.319640249013901
leaf_count=55 54 95 68 145 54 79 55 64 59 71 182 71 70 77 57 284 935 606 550 4421 416 61 138 50 46
internal_value=-1.04683e-05 0.00375608 0.00707246 0.00351463 0.0101466 0.0176382 -0.0139375 -0.0135303 -0.000325323 -0.000499535 -0.0059101 -0.0159706 8.32586e-05 0.013349 -8.69819e-05 -0.00297731 0.000353919 -0.00903384 0.000869797 0.00150366 -0.00626261 -0.00887378 -0.0269995 -0.00623859 0.013463
internal_weight=2863.25 219.572 184.52 151.384 109.935 75.6461 41.448 35.0519 2643.68 2611.15 184.04 68.9568 115.083 46.5902 2427.11 604.871 389.762 215.109 1822.23 1674.22 148.01 68.4927 50.2468 34.2894 32.5322
internal_count=8763 665 546 451 328 224 123 119 8098 7998 658 268 390 147 7340 1882 1219 663 5458 4971 487 243 209 104 100
is_linear=0
shrinkage=0.05


Tree=310
num_leaves=18
num_cat=0
split_feature=10 7 32 2 19 41 19 20 20 19 19 2 11 32 1 40 6
split_gain=1.2561 3.13718 2.02636 3.24416 2.90949 2.82885 2.35638 1.89139 2.58908 1.73066 4.22654 3.1663 6.76333 4.29092 2.88598 1.19886 0.681091
threshold=31.550477150746044 36.922713272349412 -0.00047927152449515675 0.1883536418531889 0.22044878288546865 0.0013157917758271965 0.091487675486835007 -26.062426785557836 -5.6284516826510247 0.32230419211617306 0.31402562188884159 0.48675452257732593 0.43040734492377636 0.00048466981909939694 0.026745761103328883 0.0084964503771234861 18.919738416403117
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 16 -1 -7 -2 15 10 14 13 -13 -11 -10 -9 -5
right_child=7 -3 -4 4 -6 6 -8 8 9 11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.035065792849727995 0.02860190983539744 -0.035165842473677329 0.032651979857095545 -0.0063171919487782641 0.017377854208240253 -0.010872330080657088 0.026635125152588663 -0.035071263450708344 -0.009265725252297961 -0.017330231064880273 0.042155758366613005 0.045501487170361822 0.00027166070962770318 0.0039492098251117406 0.0065738244281306514 -0.00086192948887309868 -0.032911936185247896
leaf_weight=6.3609229773283031 5.8912862148135892 8.3114949259906989 3.7339233979582778 3.5287059098482194 4.1455908361822358 18.21524208877236 5.3026183228939763 7.3428380340337736 35.623305169865489 58.746641801670194 7.2591860070824614 8.3047054633498174 516.26180804893374 39.059545947238803 143.98048380576074 4.3805118780583143 14.623106790706514
leaf_count=56 50 114 28 69 45 335 74 80 341 551 51 65 4926 335 1401 53 189
internal_value=7.00098e-05 -0.00665398 -0.00227097 -0.00492351 -0.0193643 0.00571496 -0.00212678 0.000599051 0.000388551 0.00073383 0.00495494 -0.000526087 0.00100579 -0.00878572 0.00340092 -0.022827 -0.0280788
internal_weight=891.072 64.2216 55.9101 52.1762 22.2974 29.8788 23.5179 826.85 820.959 809.236 186.863 622.373 524.567 97.8062 179.604 11.7233 18.1518
internal_count=8763 910 796 768 303 465 409 7853 7803 7670 1793 5877 4991 886 1742 133 258
is_linear=0
shrinkage=0.05


Tree=311
num_leaves=23
num_cat=0
split_feature=1 12 10 28 28 35 39 21 28 39 3 33 12 27 30 1 1 29 40 29 40 20
split_gain=1.27177 4.21417 3.71638 4.17089 6.38791 4.58248 3.64509 4.45924 3.16973 2.96214 2.85863 6.52272 5.35977 5.98222 6.82496 5.51583 5.5063 4.70071 3.39355 5.45366 5.13147 2.04134
threshold=0.14273060193474266 0.064144110372399629 25.469427210903039 -0.111443528074976 -0.054691144646274253 0.0071263130914973613 0.016826950134393583 -0.015859254192100967 0.084297916693697419 0.021703748947092507 0.097879192322647635 0.019373680283141678 0.092187185291663906 0.0026320071859871137 -0.0087536106317376346 0.08013261953549887 0.08013261953549887 -0.0032583348685528142 0.012351011182235078 -0.00046178856324546874 0.011443442094232275 0.16409529953053761
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=6 8 -3 21 -5 -6 10 -8 -2 -9 11 18 13 14 -12 -15 -14 -18 20 -20 -1 -4
right_child=1 2 3 4 5 -7 7 9 -10 -11 12 -13 16 15 -16 -17 17 -19 19 -21 -22 -23
leaf_value=-0.00019824288039161747 0.033097524508594392 -0.015997153535269225 0.0067061256107118746 -0.03045306871365169 0.01784049832634629 -0.0068900632092119239 -0.02546717021163053 -0.010439124954528299 0.0022529249336922059 0.015604630118523151 -0.0030028369138896042 -0.023752540840437139 -0.027837904254182495 -0.024148423350047396 0.031602102427758454 0.012918489992811597 0.020420975559646407 -0.0094352479637474906 0.005150756703008335 -0.035515632459026523 0.018495596482474841 0.03344252887355418
leaf_weight=2400.7177287638187 19.374764710664749 28.047919318079948 14.75782857835293 15.337712869048117 35.625377535820007 38.943315781652927 31.380790591239929 30.528662636876106 15.223721385002134 16.826015077531338 19.487663015723228 29.471677839756012 18.671509593725204 16.763851657509804 50.298813670873642 24.600493729114532 23.359250918030739 29.793299525976181 15.412657395005224 17.126153811812401 37.177494242787361 14.965689256787298
leaf_count=7028 75 90 49 47 120 128 99 93 51 54 59 84 66 51 152 76 73 94 50 55 117 52
internal_value=-9.31264e-06 0.00403286 0.000314042 0.00419022 -0.00113079 0.00486613 -0.000278057 -0.010875 0.0197153 -0.00106654 3.14666e-05 -0.000408309 0.00606418 0.0129504 0.0218768 -0.00200515 -0.00452629 0.00360565 -0.000126844 -0.0161432 8.55311e-05 0.0204025
internal_weight=2943.89 182.276 147.678 119.63 89.9064 74.5687 2761.62 78.7355 34.5985 47.3547 2682.88 2499.91 182.975 111.151 69.7865 41.3643 71.8241 53.1526 2470.43 32.5388 2437.9 29.7235
internal_count=8763 612 486 396 295 248 8151 246 126 147 7905 7334 571 338 211 127 233 167 7250 105 7145 101
is_linear=0
shrinkage=0.05


Tree=312
num_leaves=11
num_cat=0
split_feature=1 28 30 12 27 28 35 43 28 28
split_gain=1.32876 2.68621 3.96289 3.27554 2.85977 10.7919 6.77771 4.21218 2.6979 5.4316
threshold=0.28472972050346751 -0.14855972285802657 -0.01965744978922826 0.093356273582339097 -0.010362793760692329 -0.026280887284001398 -0.014689090205106668 0.25881904510252091 -0.08438524901936649 -0.03944444709354044
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -7 -6 -10
right_child=-2 2 4 -5 8 7 -8 -9 9 -11
leaf_value=0.015406367399728555 -0.012938087657782239 0.028601578191614126 0.0008102914355802137 0.0021998274249616519 -0.017639855626920348 0.0019095531671096109 -0.02531843559341912 0.03212169349167724 0.011500755889239357 -0.00024319223660400084
leaf_weight=28.191161438822746 19.650756910443306 21.521202757954597 38.072484105825424 26.753849148750305 21.214039146900177 38.528879508376122 69.261444061994553 16.625390768051147 102.4116390645504 2477.8379213139415
leaf_count=89 68 70 129 83 66 120 284 51 320 7483
internal_value=-1.25901e-05 7.5524e-05 -7.69245e-05 0.014108 -0.000326988 -0.00676052 -0.0160116 0.0111487 7.3175e-05 0.000221422
internal_weight=2860.07 2840.42 2812.23 48.2751 2763.95 162.488 107.334 55.1543 2601.46 2580.25
internal_count=8763 8695 8606 153 8453 584 413 171 7869 7803
is_linear=0
shrinkage=0.05


Tree=313
num_leaves=17
num_cat=0
split_feature=28 42 28 43 28 18 18 39 25 35 24 35 33 3 31 41
split_gain=1.2812 2.85244 2.52587 1.79871 4.18069 4.09131 5.61678 4.3141 3.0958 2.86712 3.30627 2.67041 1.71999 1.37671 0.780781 0.210803
threshold=0.1057500343987043 0.80780575647915809 0.095437095755104603 1.0000000180025095e-35 0.066063466137275165 0.44041628133342475 0.45363494540901089 0.0077888386115400722 -0.039949445584432461 0.00540120038510672 0.022807194567354656 0.016960445748149259 0.017178033760963347 0.10301449712811862 0.0064998899930547313 0.023483196136647778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 5 7 -7 -5 15 10 -10 -11 -3 14 -6 -1
right_child=1 12 -4 4 13 6 -8 -9 9 11 -12 -13 -14 -15 -16 -17
leaf_value=-0.033664688433100255 0.044228897814240969 0.018425476354267053 -0.033566216763406848 -0.013302039752205536 -0.0063910315438382957 0.041009835371078829 0.0013302563361549165 0.0052710427212424443 0.0043514059662498154 -0.0079091222515752704 0.035821700049175884 0.0084213895558410638 -0.022979901147520441 0.0032790923922162937 -0.03456327030503463 -0.011282518955554918
leaf_weight=5.8468380663543922 5.1689185295253983 5.1302419193088991 5.5248690191656342 103.26682182587683 3.569989884272224 9.2078687660396081 224.58966698311269 44.300246801227331 321.78993192035705 94.903535306453705 8.5261132810264808 33.64939536806196 4.6950731286779046 3.5851808255538336 14.510653888806699 2.3853191016241908
leaf_count=114 48 45 102 1141 42 60 2171 545 2663 946 81 381 77 52 242 53
internal_value=7.62989e-05 0.0145233 -0.000167004 4.31506e-05 -0.002398 -0.00116746 0.00293124 -0.00769267 0.00216022 0.00271804 0.00518944 -0.00359244 -0.000888698 -0.0237236 -0.0293415 -0.0279926
internal_weight=890.651 14.9942 875.656 870.132 403.03 381.365 233.798 147.567 467.101 458.869 330.316 128.553 9.82532 21.6658 18.0806 8.23216
internal_count=8763 170 8593 8491 4253 3917 2231 1686 4238 4071 2744 1327 122 336 284 167
is_linear=0
shrinkage=0.05


Tree=314
num_leaves=24
num_cat=0
split_feature=28 43 28 33 5 5 15 21 5 28 33 31 39 33 5 34 36 43 27 10 11 31 44
split_gain=1.24082 2.64906 2.41448 5.00512 5.86915 6.06887 5.7682 4.51185 3.9532 2.96903 7.70144 5.00718 5.21764 6.98098 3.73989 4.50803 3.19406 8.54307 5.32532 3.10651 3.61578 2.75038 1.9732
threshold=0.11463978327039731 0.12940952255126045 0.072382595847080969 0.011793094506662506 0.068840344523885391 0.057928031249360822 0.83764295875864558 -0.010633744600261232 0.07994334603284943 0.048356399128317816 0.011232865026350364 0.0080755124465676353 0.0035404724623890097 0.010054294281636877 0.038139209762495206 -0.0025068275208808273 0.021279825591679628 -0.70710678118654735 0.0047644980896768318 78.736889760808666 0.9262111163729877 0.01407152653712839 -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
left_child=2 -2 9 -4 5 6 -5 22 -9 11 19 16 -13 -14 -12 -16 18 -18 -1 20 -11 -7 -6
right_child=1 -3 3 4 7 21 -8 8 -10 10 14 12 13 -15 15 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=6.5134612063701605e-05 0.0039609329172973435 -0.02482635149165105 0.032487679984029384 -0.014351668463618886 0.010484680841095257 -0.003468179828201249 0.017525928121107089 -0.016198021352464977 0.011388122901485651 -0.015115935421809782 0.01840716308347665 0.026660900633637186 -0.017264566710431296 0.0095116652811861081 0.0088932053375688023 -0.0084323434299399813 -0.012305783510047429 0.014771578679540166 -0.0073999796151116293 0 -0.041744358181828811 -0.02917998502024495 0.03279889520611317
leaf_weight=1816.8493566140532 16.138763248920444 15.221567764878271 15.459338739514349 22.97696752846241 17.700754478573799 17.636135637760162 36.431046724319458 18.965201005339622 40.320758283138275 38.704006165266037 24.076068311929703 31.474733620882034 30.026786342263222 125.13033793866634 56.119539104402065 112.15759266912937 40.851553782820702 99.769835636019707 274.74920918047428 17.365827590227127 19.842200100421906 27.162022694945335 25.481938242912292
leaf_count=5385 50 52 48 68 52 51 105 56 144 110 67 91 85 368 167 329 123 313 834 52 57 82 74
internal_value=-9.16562e-06 -0.00988731 9.59336e-05 0.00510592 0.00301885 -0.00530141 0.00510935 0.0115259 0.00246688 -0.000316537 -0.00530695 0.000235059 0.00810164 0.00428981 0 -0.00262282 -0.000420745 0.00686672 -0.000913388 -0.0187811 -0.0242818 -0.0191994 0.0238131
internal_weight=2940.61 31.3603 2909.25 222.134 206.675 104.206 59.408 102.469 59.286 2687.12 268.265 2418.85 186.632 155.157 192.353 168.277 2232.22 140.621 2091.6 75.912 58.5462 44.7982 43.1827
internal_count=8763 102 8661 680 632 306 173 326 200 7981 782 7199 544 453 563 496 6655 436 6219 219 167 133 126
is_linear=0
shrinkage=0.05


Tree=315
num_leaves=13
num_cat=0
split_feature=31 40 40 3 20 20 20 30 11 20 40 21
split_gain=1.31985 2.43338 6.50393 4.16498 3.49122 4.30723 3.45253 2.67603 2.88055 2.47454 2.30764 2.17829
threshold=0.021325839060730514 0.015169236847580049 0.016684974784509959 0.13219834671215017 -0.16660443116753834 0.95074620063214965 -0.77296807632327347 -0.01965744978922826 -0.32370747355602258 -1.862395191848133 0.021367037060538125 -0.0094916221677812801
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 6 10 -4 -1 -9 -10 -6 -2
right_child=11 2 4 -5 5 -7 -8 8 9 -11 -12 -13
leaf_value=0.016678756982380118 0.018173566314329346 -0.029955840437826477 -0.0046167877285889329 0.024757632212519549 -0.0071613005553430161 0.011040647839248845 0.027498593457654253 -0.019145065907605174 0.0055452441557304298 -0.00042148159852437462 -0.030599848549834191 -0.0045027005325866381
leaf_weight=23.762380704283714 25.105999961495399 24.621849216520786 15.770703658461569 17.009981244802475 27.450767040252686 20.279152534902096 17.149982333183289 19.689597219228745 186.9614951312542 2444.4540678039193 17.800209611654282 17.707807779312134
leaf_count=77 80 95 48 55 88 70 59 63 562 7439 71 56
internal_value=-1.11755e-05 -0.000145588 -0.00701884 0.000167049 -0.00120715 -0.00792386 0.0119949 7.88376e-06 -0.000140278 7.47518e-07 -0.0165386 0.0086895
internal_weight=2857.76 2814.95 123.073 2691.88 98.4508 65.5301 32.9207 2674.87 2651.11 2631.42 45.251 42.8138
internal_count=8763 8627 431 8196 336 229 107 8141 8064 8001 159 136
is_linear=0
shrinkage=0.05


Tree=316
num_leaves=24
num_cat=0
split_feature=21 42 38 33 26 11 41 40 14 14 19 20 18 40 33 40 42 20 23 35 19 39 25
split_gain=1.19727 2.76193 4.37276 2.33086 2.57402 4.1332 1.53794 1.8475 3.20782 4.60592 3.8207 3.7219 2.43347 2.26421 4.23057 4.09749 4.9938 4.04792 3.93792 2.16958 0.911391 0.748261 0.32584
threshold=-0.034285373851221171 0.60807448166783973 0.029497045026967487 0.01802441896306238 -0.014440088494243528 0.35992125407766606 0.024904675947333487 0.012519367750864348 1.0250875419997338 0.70093063230428809 0.27978072516733365 2.4968159010815083 0.075886008153209714 0.0095161766157653722 0.014612510494724789 0.0073754352970243084 0.90819505336959183 0.50087188586257947 0.057741541224880642 0.0027749207008627157 0.30095622803414096 0.02066338688816113 0.0058522820661919195
decision_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 -1 -5 -6 7 13 9 19 -11 12 -10 15 20 18 -17 -16 -2 -9 -15 -8 -3
right_child=6 22 -4 4 5 -7 21 8 11 10 -12 -13 -14 14 17 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.03453719812524586 0.00033103211612001289 -0.033681767458126052 0.044739471770197534 -0.033048935755262285 0.042086639819498582 -0.0088769588859885385 -0.033082009725673121 -0.019135498704833328 0.020120206827789491 0.013510062684374151 0.076294177005762492 0.039847624434462964 -0.034123106059102064 -0.0099746688278671281 0.011413581338154392 0.0052281457755965557 0.034973218640029134 -0.016768922395235468 -0.015175902702504322 0.023894125931962801 -0.032282194567208898 0 -0.0077269573103313383
leaf_weight=6.2818032167851952 530.04417304135859 9.0444768192246539 4.4728206507861605 4.5784344412386444 5.9813458677381304 11.14769867621362 4.9287274926900855 5.8486331962049025 2.5475569348782292 4.7615457810461503 5.4949288498610258 3.1606486588716498 8.269932705909012 7.5767380110919502 31.2126285135746 136.86699219793081 15.758034877479075 21.382128513418138 44.22523947339505 5.635161530226469 16.166001178324223 2.8771481877192855 2.0872433967888346
leaf_count=74 4526 207 34 96 53 144 109 64 45 53 54 44 158 96 389 1258 159 313 482 68 224 56 57
internal_value=7.14348e-05 -0.00799303 -0.000440489 -0.00797204 0 0.00876996 0.000493419 0.000705951 0.011819 0.0238434 0.0480415 -0.00656405 -0.0208234 0.000204139 -0.00797407 0.00107086 0.00835285 0 -0.000856906 0.00157173 -0.0254449 -0.0214363 -0.0293724
internal_weight=890.35 43.5938 32.4621 27.9893 21.7075 17.129 846.756 838.95 35.7184 21.7403 10.2565 13.9781 10.8175 803.232 76.3375 726.894 152.625 52.5948 574.269 11.4838 23.7427 7.80588 11.1317
internal_count=8763 665 401 367 293 197 8098 7933 486 239 107 247 203 7447 1022 6425 1417 702 5008 132 320 165 264
is_linear=0
shrinkage=0.05


Tree=317
num_leaves=12
num_cat=0
split_feature=38 31 28 28 28 38 40 31 31 28 28
split_gain=1.26888 2.37494 10.7995 6.60152 3.16756 5.21591 5.67116 5.02661 4.88514 4.43412 1.91125
threshold=-0.11707091287884878 -0.018747448954580831 -0.111443528074976 -0.14855972285802657 -0.026280887284001398 -0.0011588524895002614 0.006620676053516847 -0.012321202874117735 -0.0098431639785578149 -0.035305863462602248 -0.08438524901936649
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -6 -9 -7 -4
right_child=1 3 10 4 7 9 -8 8 -10 -11 -12
leaf_value=0.011731717701355641 0.020165113164172285 -0.030610920968761453 -0.015217055602336688 -0.0063914456264233229 -0.025811932523576549 -0.015782869954887379 0.012149312719675662 0.021783421685241028 -0.00032852722377149559 0.013864547037932865 -0.03884619561613218
leaf_weight=22.726480722427368 18.889923006296158 17.295015528798103 19.982992008328438 51.639012396335602 19.064539894461632 46.37999027967453 197.94807730615139 25.129727497696877 2485.1018185168505 17.055024862289429 16.696930423378944
leaf_count=70 66 54 60 148 57 155 677 80 7293 49 54
internal_value=-9.07793e-06 -0.000102722 -0.0103317 9.46606e-05 0.000284328 0.00502909 0.00829222 -0.000301076 -0.000104316 -0.00772395 -0.0261855
internal_weight=2937.91 2915.18 55.5698 2859.61 2842.32 313.022 249.587 2529.3 2510.23 63.435 36.6799
internal_count=8763 8693 180 8513 8459 1029 825 7430 7373 204 114
is_linear=0
shrinkage=0.05


Tree=318
num_leaves=30
num_cat=0
split_feature=37 22 29 26 26 25 39 40 4 26 39 3 20 14 16 36 35 39 39 40 36 25 41 19 40 28 40 3 3
split_gain=1.33752 7.09096 4.53068 6.42274 3.89134 5.55359 4.31807 4.26699 3.96981 3.61406 5.70891 6.70437 4.85875 3.55449 7.02644 3.35295 2.98526 2.87661 4.59769 5.7278 4.50027 4.24722 5.4373 3.79239 2.74068 2.5961 2.58209 3.67868 1.86602
threshold=-0.00045133823954707214 0.65880269641521683 -0.0027301282112011101 0.00063604080737757033 -0.0035484097018497404 -0.0079785346579191539 0.0023757534836233388 0.0089209703381578197 0.42256467676351117 0.0027566072728489924 0.0037534145877437621 0.038720248637815265 0.16409529953053761 0.81941104666218878 0.016754360545295898 0.0046047249121832232 0.020180921848899639 0.0071136105759758506 0.0099226339083083107 0.011591995535162681 0.00023370648108878014 -0.0016678744728987969 0.0011364742100873953 0.65340517892827743 0.006162968240797065 0.013260182095011864 0.0095161766157653722 0.098689519057163513 0.031148940569452197
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 24 4 5 8 28 -8 -4 10 11 -5 -12 14 -11 -3 17 21 20 -20 -19 23 -23 -1 -2 -15 -26 -28 -6
right_child=2 15 3 9 6 -7 7 -9 -10 13 12 -13 -14 25 -16 -17 -18 18 19 -21 -22 22 -24 -25 26 -27 27 -29 -30
leaf_value=0.0022640171301265364 0.029768215582506381 0.03337426221629114 0.007988010208885182 0.00031002295164855463 0.016159199137643819 0.025522615658528803 -0.019982273494981648 0.00086222848064590745 -0.027462687514532166 -0.036544290463766144 0.014640463608133964 0.027608015093759972 -0.0092881280952947076 -0.0042111497457960048 -0.0042488211339161653 0.0077740573624941536 0.019014097719524604 -0.012504268587381455 0.0086192672209663736 -0.00623153224214139 0.0042159878233877937 0.0097570574752603098 -0.022329844232185602 0.018206568184333135 -0.0072733709726479972 0.0016786581574414414 0.031305618216704627 -0.0020989831017302631 -0.0063668077641348443
leaf_weight=612.3586837425828 15.842664524912832 23.163287371397018 15.90580026805401 41.690655618906021 15.56298194080591 18.031014755368233 125.00651949644089 29.970311813056469 15.2285079061985 18.852377653121948 30.255654767155647 49.722548127174377 69.965282395482063 261.53471525013447 157.83308550715446 30.069016873836517 21.089949309825897 161.61242723464966 135.98847554624081 123.81737923622131 52.991316340863705 20.156946487724781 37.042073123157024 39.771157473325729 21.555990055203438 656.58398626744747 16.584542244672775 15.747514322400091 21.830483481287956
leaf_count=1858 47 67 48 133 53 54 381 95 55 57 89 141 212 795 485 90 69 502 422 401 166 61 113 115 68 2012 57 51 66
internal_value=-1.17418e-05 0.00120586 -0.000973649 -0.00154563 -0.00902544 0.00344346 -0.0122383 -0.015921 -0.00922407 -0.000136772 0.0061914 0.0152268 -0.0020071 -0.00124948 -0.00774176 0.0190491 0.00041184 7.46131e-05 -0.00293456 0.00152281 -0.00835227 0.00209437 -0.0109379 0.00324661 0.0114724 0 0.00595584 0.0149252 0.00289315
internal_weight=2855.77 1258.06 1597.7 1527.97 241.536 49.1653 192.37 154.977 31.1343 1286.44 191.634 91.4132 100.221 1094.8 176.685 53.2323 1204.83 1183.74 474.41 259.806 214.604 709.329 57.199 652.13 69.7307 918.119 53.888 32.3321 37.3935
internal_count=8763 3864 4899 4676 752 157 595 476 103 3924 575 274 301 3349 542 157 3707 3638 1491 823 668 2147 174 1973 223 2807 176 108 119
is_linear=0
shrinkage=0.05


Tree=319
num_leaves=14
num_cat=0
split_feature=28 36 21 44 37 36 35 26 28 37 18 41 39
split_gain=1.23278 1.77425 1.75556 8.70073 2.49177 2.92288 4.00172 3.39514 1.695 1.65998 2.03067 1.44954 1.07695
threshold=-0.12749928364775812 0.041761614254690278 0.016137623476841473 -0.60355339059327384 0.045688713285458322 0.027813553469027589 0.016960445748149259 0.015843782574229127 0.11463978327039731 0.051862637517233641 0.88681440948193246 0.0064808288975777995 0.023008961823988084
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 4 -4 5 7 -7 -2 -3 -6 -11 -5 -1
right_child=1 8 3 11 9 6 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.033058391282677124 0.00063376864541346664 -0.033642072746960898 0.065152351876914927 -0.033898625710890133 -0.034753046743757253 -0.0075273188338247643 0.031750093785762303 -0.019416656304012944 0.009622002023316643 -0.020419038005817108 0.024327336024709031 0.0086205798188460827 0.00047887757305681847
leaf_weight=5.1304873684421164 789.93533151969314 7.1604055454954487 5.6558585874736309 4.4859871948137862 8.0853049932047742 10.175663558766248 16.82666932605207 21.590291093103588 3.0087530240416527 7.0372527688741666 3.7816723696887493 3.2353109680116177 3.8803577125072479
leaf_count=113 7431 152 51 64 104 106 153 303 32 97 41 54 62
internal_value=6.94377e-05 0.000264234 0.000513433 0.0184239 0.000226059 0.000637496 0.016791 9.18486e-05 -0.0203856 -0.0176681 -0.00424081 -0.0155609 -0.0182206
internal_weight=889.989 880.979 870.809 13.3772 857.432 838.528 27.0023 811.526 10.1692 18.9042 10.8189 7.7213 9.01085
internal_count=8763 8588 8404 169 8235 7993 259 7734 184 242 138 118 175
is_linear=0
shrinkage=0.05


Tree=320
num_leaves=10
num_cat=0
split_feature=38 27 7 32 25 40 38 31 27
split_gain=1.22465 2.25727 2.75552 2.29585 2.60011 4.13819 3.13083 5.032 3.51338
threshold=-0.11707091287884878 -0.022441876307471447 26.068949332488927 -0.0074733899381531545 -0.034377339404256309 0.010916919418482654 -0.036591404269771692 -0.0027431009677045624 -0.010715264643961426
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -6 -8
right_child=1 3 -4 4 6 -7 8 -9 -10
leaf_value=0.011546441246722411 0.0003887699443533566 0.016918913675337908 -0.024953559889865983 -0.022960810955701613 0.0039090052479473737 0.0024779201983263876 0.018578328190814355 0.033058073323751117 -0.00040891846145717383
leaf_weight=22.647830531001091 22.121099844574928 19.971984401345253 20.046266004443169 31.330346688628197 139.1234545558691 31.859541401267052 24.486833930015564 16.578900650143623 2607.6331743374467
leaf_count=70 72 66 69 99 478 97 81 51 7680
internal_value=-7.92704e-06 -9.98642e-05 -0.0115712 6.72752e-05 -4.96099e-05 -0.0100723 0.000176127 0.00706406 -0.00022968
internal_weight=2935.8 2913.15 42.1674 2870.98 2851.01 63.1899 2787.82 155.702 2632.12
internal_count=8763 8693 141 8552 8486 196 8290 529 7761
is_linear=0
shrinkage=0.05


Tree=321
num_leaves=21
num_cat=0
split_feature=41 15 17 31 27 16 5 43 7 10 31 32 29 42 25 27 33 29 3 37
split_gain=1.33975 2.67131 2.00924 1.46718 5.14426 4.71371 7.82015 9.27861 4.72754 8.51563 4.70383 7.09814 5.09804 3.43533 2.58925 3.70485 6.3653 3.32411 2.56035 2.15515
threshold=0.00012343902594122124 0.86705892440978005 -0.12443348680660106 0.0044855745590479824 -0.0012126654167657922 0.028531720750208798 0.038643697837427611 -0.37940952255126059 30.527736589968534 46.440910491632373 0.0037440011830894853 -0.0010276433055943434 0.0025353665781595596 0.73786145253522362 0.011763348564739264 0.0049661451601537539 0.011291128154200301 0.0054464409304709758 0.060450814020847989 0.020378520944618565
decision_type=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 10 -5 8 7 -7 -6 -10 14 -12 -13 -8 15 17 -17 -2 -16 -14
right_child=3 -3 -4 4 5 6 13 -9 9 -11 11 12 19 -15 18 16 -18 -19 -20 -21
leaf_value=-0.011213834390805094 0.00080092081955329306 -0.023798409349114494 0.011806982611797781 -0.024997273857507652 -0.032808780053750382 -0.0078131983614619562 0.0038715143013643206 0.030115066126198738 0.013650489019973089 -0.0103660226642458 -0.007763191342436593 0.040304469179144299 0.00094711786053428427 -0.0039339117404064159 -0.026659116213230784 -0.0006656407272245783 0.021966378163534535 -0.0061240663861985983 0.00020298453704431383 0.022695930489026336
leaf_weight=19.731330275535583 1438.3850733563304 17.509449452161789 18.045422464609146 22.659186139702797 16.510761171579361 24.391247972846031 242.93906627595425 46.273162573575974 47.196849212050438 166.25192016363144 32.405335992574692 22.127261444926262 25.549714997410774 334.94638065248728 17.391127914190292 73.218727067112923 53.339852094650269 196.91860178858042 17.256102025508881 21.230652019381523
leaf_count=60 4443 54 56 82 54 72 721 133 138 493 95 63 75 1056 60 220 161 607 55 65
internal_value=-1.12292e-05 -0.00771346 -8.29682e-05 0.000139391 -0.00151965 -0.000905635 0.00126889 0.0169602 -0.00705801 -0.00502828 0.00092985 0.0114081 0.0204944 -0.000643811 0.000335554 0.000604799 0.00884327 -3.02325e-05 -0.0131744 0.0109515
internal_weight=2854.28 55.2862 37.7768 2798.99 901.169 878.509 648.55 70.6644 229.96 213.449 1897.82 101.313 68.9076 577.885 1796.51 1761.86 126.559 1635.3 34.6472 46.7804
internal_count=8763 170 116 8593 2749 2667 1982 205 685 631 5844 298 203 1777 5546 5431 381 5050 115 140
is_linear=0
shrinkage=0.05


Tree=322
num_leaves=8
num_cat=0
split_feature=33 3 5 39 18 20 21
split_gain=1.18587 1.63367 4.26034 2.55716 1.53666 1.86733 1.28532
threshold=0.0035941919965311211 0.020878509640049569 0.013064596387952704 0.0010722851953935319 1.2073454931770671 17.314721485414591 0.00089772857442038895
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6
right_child=1 2 3 4 6 -7 -8
leaf_value=0.022419879535663944 -0.027773590801136547 0.031556720105254447 -0.030415705942307438 0.0003821051090043716 -0.034170637088486534 -0.026481622196840554 0.0022551966177934281
leaf_weight=5.7939211241900912 5.1945174336433402 10.523773673921822 6.8917118422687045 845.49396543391049 5.9062457345426065 6.4163143001496783 3.6296730833128095
leaf_count=35 36 54 53 8357 85 97 46
internal_value=6.33788e-05 -8.00052e-05 8.11306e-05 -0.000298168 -4.79172e-05 0.000170823 -0.0199074
internal_weight=889.85 884.056 878.862 868.338 861.446 851.91 9.53592
internal_count=8763 8728 8692 8638 8585 8454 131
is_linear=0
shrinkage=0.05


Tree=323
num_leaves=28
num_cat=0
split_feature=31 28 41 31 36 38 7 21 42 5 5 32 25 11 16 21 20 1 1 40 12 40 28 31 28 24 42
split_gain=1.23788 5.81917 4.32663 3.75395 3.55572 5.68479 3.79685 3.44861 3.35419 3.12029 5.99711 4.3453 4.33595 4.82321 2.74465 3.0355 1.99268 2.07974 7.94143 7.27783 7.60405 6.74087 5.27343 4.0317 1.95225 2.50255 1.71857
threshold=0.004329149762212753 0.020248279938613441 0.00069845366006247769 0.0035927797292329053 0.0029550801618181137 0.017298683767917326 49.599102856962013 -0.027651833124780988 0.23024921104135196 0.07994334603284943 0.086200684833536032 -0.00039047269199009955 0.017308479585084698 1.2817840047439553 0.048708537593392408 -0.015538564212874062 4.7764982782858256 0.036054277710441264 0.046809198521736851 0.0059143363367643925 0.043801292765055115 0.0051752552695957703 0.010360333425220991 0.00087598003003121455 -0.03395997275614681 0.014950635012245634 0.75367237866986025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 16 6 -6 -5 -4 -3 12 26 -12 13 -10 15 -9 17 19 21 20 -1 -19 -20 -21 -18 -26 -11
right_child=1 8 7 4 5 -7 -8 14 9 10 11 -13 -14 -15 -16 -17 24 18 22 23 -22 -23 -24 -25 25 -27 -28
leaf_value=-0.0009346549371392342 -0.012501388872196699 0.024012628287095803 -0.0090469397751162701 -0.0084611750842424945 0.019376166108330751 -0.015823861912104654 -0.03603133639928318 0.010649798869168009 -0.0023707145680873639 0.012803115650578015 -0.020683202114781637 0.0053672477129786712 -0.024652938042613065 0.019547066701208121 0.0018927260000394354 0.027852069404252874 0.0049942126167325787 -0.0070082974203957695 0.0010261636668285989 -0.0051676733502042452 0.032205477166656303 0.011864657225618752 -0.0084404485053234946 -0.025051116242265959 -0.025698948203999036 -0.00071979323233484129 0.035559145632927662
leaf_weight=557.40220928937197 19.001849293708801 13.775528788566588 16.046075776219368 34.679531306028366 20.867966592311859 25.219487845897675 20.101523295044899 54.309562116861343 600.94312569499016 18.55040343105793 20.38429094851017 73.056120805442333 20.744488731026649 26.062001124024391 30.726442366838455 51.221995279192924 16.530062213540077 58.031926512718201 637.17439168691635 56.966601878404617 17.76294869184494 248.07301272451878 190.94709765166044 47.341348558664322 23.78103245049715 18.022014901041985 16.791214570403099
leaf_count=1654 55 45 49 99 59 80 68 157 1741 57 66 245 64 79 90 150 54 171 1987 163 51 703 557 130 76 55 58
internal_value=-6.59425e-06 0.00146253 0.009815 -0.000725233 -0.0101174 1.35691e-05 -0.0187162 0.0126384 -0.000342627 -0.000784159 0.00631109 -0.000278315 -0.00220327 -0.00144874 0.0152336 0.0190651 -0.000215983 7.40759e-05 0.00138717 -0.00211037 8.55477e-05 0.00826924 -0.00115135 -0.0142552 -0.00930478 -0.0150767 0.0238257
internal_weight=2934.51 961.613 171.306 1972.9 100.869 46.0875 54.7811 152.304 790.307 776.532 128.782 93.4404 647.75 627.005 136.258 105.532 1872.03 1813.7 1134.23 679.473 575.165 306.105 828.121 104.308 58.3331 41.803 35.3416
internal_count=8763 2856 501 5907 306 139 167 446 2355 2310 426 311 1884 1820 397 307 5601 5416 3418 1998 1705 874 2544 293 185 131 115
is_linear=0
shrinkage=0.05


Tree=324
num_leaves=24
num_cat=0
split_feature=37 22 44 16 40 40 31 42 29 32 20 31 32 6 40 26 31 36 24 35 29 30 40
split_gain=1.27532 6.57467 4.27798 4.89285 4.41855 4.27561 4.1083 10.0299 3.87014 4.82827 3.75901 5.17283 3.78444 3.62357 5.65324 4.85881 3.61203 3.11002 2.85038 4.5264 2.83998 5.03749 3.33411
threshold=-0.00045133823954707214 0.65880269641521683 0.1294095225512602 0.013668448328850837 0.0037295817366686996 0.018518991197039602 0.017802765181316509 0.78061261847618235 -0.0027301282112011101 -0.00098585724831948946 -1.658150694116497 0.01098319437539126 0.0016652026437367529 62.055447525042986 0.006103010181678358 0.0049563369973399862 0.00035576964593093209 0.0046047249121832232 0.015996291689022963 0.018907021687376461 7.4451788808160848e-05 0.0090074921655491028 0.011591995535162681
decision_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 18 3 4 16 6 10 -8 9 -5 12 -12 -4 15 -15 -10 -2 -3 19 20 22 -22 -1
right_child=2 17 5 8 -6 -7 7 -9 13 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.00054120919446838602 0.0090333280072105188 0.032191362876727428 -0.0023376666819792404 -0.0056945250923985443 -0.036269785903078992 -0.022164036877776582 -0.012337468836925965 0.035667798025479272 -0.013789117537425684 0.029254740601616432 0.001585117196873856 -0.013059739896807122 0.021808079664381971 0.0051436944580327002 -0.0053990030864405495 0.012364492602743594 -0.023456275286879401 0.0075068399623213454 -0.018263938545202866 0.024511828144704397 0.01013550783998083 -0.016397633912041399 -0.0076162265532531692
leaf_weight=861.92442016303539 17.313001431524754 23.109743773937225 25.916952893137932 18.345225214958191 20.638231605291367 18.362662047147751 17.690085560083389 27.516646213829517 130.31611059606075 20.767188653349876 610.77170450240374 66.793131604790688 41.727388247847557 202.81227307021618 339.55746414512396 20.277965754270554 16.487089216709137 30.056635081768036 19.966637820005417 19.587669804692268 135.16995365917683 20.398107647895813 146.32501047104597
leaf_count=2631 60 67 76 56 64 66 52 88 407 69 1817 208 121 616 1084 63 52 90 65 62 405 59 485
internal_value=-1.11248e-05 0.00117843 -0.00095123 -0.00357859 -0.0180414 0.00159775 0.00215883 0.0167865 -0.00249397 0.012762 0.00126263 0.000132361 0.0124934 -0.00336398 -0.00144726 -0.0102284 -0.00668948 0.0183706 0.000413241 0.000734107 0.000327548 0.00661606 -0.000638341
internal_weight=2851.83 1256.54 1595.29 786.515 54.4383 808.779 790.416 45.2067 732.076 39.1124 745.209 677.565 67.6443 692.964 542.37 150.594 33.8001 53.1664 1203.37 1183.41 1163.82 155.568 1008.25
internal_count=8763 3864 4899 2471 176 2428 2362 140 2295 125 2222 2025 197 2170 1700 470 112 157 3707 3642 3580 464 3116
is_linear=0
shrinkage=0.05


Tree=325
num_leaves=14
num_cat=0
split_feature=15 7 0 4 30 3 33 28 40 12 39 7 3
split_gain=1.21787 1.17436 2.63653 1.66181 2.67132 1.38266 5.44068 5.77961 3.17957 4.04957 3.74492 0.258024 0.173437
threshold=-0.37362373751579908 13.077814458226113 0.1226017564889422 0.14045796145115022 0.0012948826503437069 0.04271805525161481 0.0090811972922570702 0.014673524016921305 0.0063577282564199642 0.046440993233288839 0.0036353837435340549 27.643984734148624 0.071410240493060009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 4 12 6 7 -5 10 -10 -7 -1 -3
right_child=1 3 -4 5 -6 8 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.031944201177594146 0.047613668244270851 -0.034393987002654884 -0.0087584847707694279 0.0063871340470731718 0.010607505575373167 0.0050808711145000005 0.03638907162230566 -0.011998147375140407 0.010481898595306783 -0.0011292942773658565 -0.010437086970334741 -0.0043864473947196631 -0.014705104086882012
leaf_weight=3.4434895776212207 3.9846013095229855 8.2337376270443219 3.9152232855558395 172.67495920881629 6.037549039348959 53.006831884384155 11.912619613111017 56.604892153292894 97.247184511274099 326.23777113575488 141.71004343032837 1.7697198335081337 2.733448537066578
leaf_count=106 54 142 60 1269 62 445 66 529 791 3791 1352 38 58
internal_value=6.92842e-05 0.000218263 0.0192899 3.84665e-05 -0.0153871 0.000351263 0.00356543 0.0018231 -0.000895037 0.00152709 -0.0061866 -0.0237889 -0.0301158
internal_weight=889.512 884.299 7.89982 876.399 17.0047 859.394 241.192 229.28 618.202 423.485 194.717 5.21321 10.9672
internal_count=8763 8619 114 8505 262 8243 1864 1798 6379 4582 1797 144 200
is_linear=0
shrinkage=0.05


Tree=326
num_leaves=29
num_cat=0
split_feature=14 26 42 19 24 35 28 8 28 21 31 36 5 21 32 32 4 38 33 27 40 29 31 27 14 8 5 32
split_gain=1.23275 2.24802 1.99759 3.67403 3.29354 1.56902 5.30682 3.62846 2.76722 3.38839 4.59301 2.54176 4.76299 2.84936 2.51488 2.311 5.37202 4.35838 5.94608 5.68143 3.13736 1.89936 1.88724 3.25633 5.14153 1.83615 1.47704 0.68428
threshold=0.10415569540693335 -0.0015691826126142891 0.47848345753286303 0.4677884317570567 0.0031435186864016223 -0.0065857029544268966 0.0031661553528008028 -104.62236596834869 -0.03395997275614681 -0.018795796499877959 -0.0051373588418890887 -0.023133359885742662 0.064519996835624274 -0.031627660273731296 -0.00042779082122352868 -0.0018784324099398733 0.22286843398222392 -0.037757030705469589 0.010054294281636877 -0.014603242327420244 0.020617470404482974 -0.0051384019284058105 -0.0019416542857956947 -0.0030761316509326409 0.97929650931476364 -115.84620926767219 0.035279023520506991 -0.00033509742922072089
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 -3 -4 -5 6 8 25 11 14 -11 12 -2 -13 -10 17 21 19 -19 -9 -18 -17 -8 -24 -25 -7 -1 -6
right_child=5 2 3 4 27 7 22 15 9 10 -12 13 -14 -15 -16 16 20 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29
leaf_value=0.0054352093694776038 0.030901368494622064 0.018795178951797328 -0.015879592581785097 0.028752001841596556 0.0085685343706457182 -0.0045291967741738605 -0.010935338679514867 -0.0030420730659594651 -0.029774459057281918 -0.024180098165355667 0.00088359170048651491 -0.018404155644372602 0.0021229252595491408 0.0026681976212600276 -0.0043677054096741543 0.006240204897338562 -0.00056819235642327341 0.0073692152975516432 -0.012887146766399177 0.030649211973220597 0.019544046046911168 0.029821373515438749 0.025370965408914509 0.011766194898917462 -0.0030797609614274771 -0.026440758382171577 -0.014095484943125873 -0.005519942541827097
leaf_weight=16.660056218504906 18.645010784268379 32.327482372522354 17.655553892254829 16.532911792397499 17.085282415151596 19.40193222463131 13.647215172648428 41.486877620220184 23.382753163576126 21.22894498705864 125.67671383917332 23.441256992518902 63.764827519655228 49.398530915379524 17.588767200708389 16.45829114317894 1801.9101259857416 46.259942591190338 161.83010567724705 17.681196451187134 19.49232879281044 19.367649674415588 24.420691817998886 154.36617451906204 92.918073996901512 20.179525628685951 22.052405804395676 16.894577711820602
leaf_count=50 60 98 54 50 50 58 40 143 66 63 357 77 206 156 52 47 5379 130 470 58 63 60 78 448 273 59 68 50
internal_value=-8.49601e-06 0.00458012 0.00854114 0.00358471 0.0105047 -0.000239184 0.00195741 -0.000879479 -0.00222129 -0.00630952 -0.00271827 0.00269484 0.00872413 -0.00406068 -0.0190265 -0.000597202 2.5792e-05 -0.0049436 -0.00835862 0.00697626 -0.000349149 0.019175 0.00699868 0.00792156 0.00616856 -0.0158647 -0.0055692 0.00142147
internal_weight=2931.76 139.208 100.496 68.1683 50.5128 2792.55 628.479 2164.07 343.127 187.877 146.906 155.25 82.4098 72.8398 40.9715 2124.49 1857.23 267.258 208.09 59.1681 1821.4 35.8259 285.352 271.705 247.284 39.5815 38.7125 33.9799
internal_count=8763 420 302 204 150 8343 1876 6467 1037 538 420 499 266 233 118 6350 5549 801 600 201 5442 107 839 799 721 117 118 100
is_linear=0
shrinkage=0.05


Tree=327
num_leaves=25
num_cat=0
split_feature=4 4 39 40 19 15 1 19 41 29 24 7 7 3 28 5 28 12 27 43 37 28 21 28
split_gain=1.29141 4.94474 3.7699 4.21996 4.13811 4.30971 3.95926 3.2844 5.78762 2.70388 4.70655 2.87206 2.47074 2.25284 2.06614 13.2073 6.42188 4.43322 4.2691 3.73124 1.89869 3.95089 2.301 3.04829
threshold=0.17662065971654112 0.22716293368467236 0.01178273663845498 0.011591995535162681 1.0000000180025095e-35 -0.074671841618103293 0.054611203164418122 0.0061682135341357231 0.0098491901795737039 -0.008593658782800882 -0.008592616217029005 21.15348968163141 17.00609984675167 0.048466030195755468 -0.046156044419480936 0.049151146677381748 -0.026280887284001398 0.092187185291663906 -0.0087724572199840058 -0.37940952255126059 -0.020390955024009446 -0.019073178787354591 -0.0098303082474041851 -0.003115827275560154
decision_type=2 2 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 12 4 -4 9 6 -6 8 13 10 -1 -11 -2 -3 15 -9 19 -17 -18 -16 21 -14 23 -22
right_child=1 7 3 -5 5 -7 -8 14 -10 11 -12 -13 20 -15 16 17 18 -19 -20 -21 22 -23 -24 -25
leaf_value=-0.014098767161253073 0.0063088169409736012 0.035417594281947538 0.033849259177470427 0.0015931426350888991 0.031532275079937909 -0.010938321833596961 0.0023983735662424393 0.040708014285885746 -0.011816238771555807 -0.031212590134875897 0.014143802583379231 -0.0046439295893832009 -0.019262111215418251 0.011054727669157736 -0.00069756384599313731 -0.009529006116700706 0.012796022408065107 0.0084130199810352399 -0.00033664823717100847 -0.021542250522287931 0.0039429707495658092 0.012274272452525117 -0.034641387115759363 -0.022305192585463828
leaf_weight=27.196749925613403 18.826373234391212 18.458495363593102 19.855220884084702 21.332640647888184 25.426439359784126 17.173820316791534 22.2342529296875 22.604324251413345 17.412987768650055 17.116259910166264 31.932008430361748 26.295385107398033 21.059143409132957 21.359164208173752 35.701017387211323 67.968785911798477 63.617218434810638 69.507541388273239 2146.5299800485373 55.769728735089302 17.036529406905174 18.464408926665783 16.698743209242821 29.850831508636475
leaf_count=89 59 54 59 64 73 52 69 66 56 52 93 79 69 64 126 231 202 235 6488 226 53 55 58 91
internal_value=-1.13608e-05 -0.000312301 0.00377356 0.0173081 0.000404762 0.0103108 0.0180791 0.000161947 0.0119933 -0.00581388 0.00106711 -0.0152819 -0.0101423 0.0225344 -0.000111559 0.00537662 -0.000495658 -0.000421717 3.96642e-05 -0.0134708 -0.0131977 -0.00440912 -0.0185664 -0.0126734
internal_weight=2849.43 2640.87 208.563 41.1879 167.375 64.8345 47.6607 2518.93 57.2306 102.54 59.1288 43.4116 121.936 39.8177 2461.7 160.081 2301.62 137.476 2210.15 91.4707 103.11 39.5236 63.5861 46.8874
internal_count=8763 8133 630 123 507 194 142 7748 174 313 182 131 385 118 7574 532 7042 466 6690 352 326 124 202 144
is_linear=0
shrinkage=0.05


Tree=328
num_leaves=17
num_cat=0
split_feature=28 42 28 43 28 28 5 39 25 35 35 16 33 3 31 41
split_gain=1.20515 2.5371 2.41935 1.68086 3.98907 3.7155 6.00925 3.10961 2.92448 2.66355 5.70424 3.10187 1.50906 1.34146 0.775314 0.216607
threshold=0.1057500343987043 0.80780575647915809 0.095437095755104603 1.0000000180025095e-35 0.066063466137275165 0.045904068984946082 0.045008163592317955 0.0015659776484558553 -0.039949445584432461 0.00034695786785188259 -0.00010559723434155897 0.026919870311725446 0.017178033760963347 0.10301449712811862 0.0064998899930547313 0.023483196136647778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 5 7 -7 -5 15 10 -10 -11 -3 14 -6 -1
right_child=1 12 -4 4 13 6 -8 -9 9 11 -12 -13 -14 -15 -16 -17
leaf_value=-0.033563099125491776 0.041539427125406127 0.016806764634145856 -0.033449332750886566 -0.026544031677510835 -0.006267894921786892 0.032373775182582366 -0.0061698171982298355 -0.0018588866557012361 0.0045377253575876715 -0.008191372617127525 0.038413273178451432 0.0034553877615536494 -0.022281292807623348 0.003163556763949102 -0.034484181408604868 -0.010731099014602445
leaf_weight=5.6310187708586446 5.3087451551109544 5.2478291280567628 5.3250402472913256 13.226865081116555 3.5547243682667675 20.223087606951594 19.722528702579439 327.2550599668175 204.39319936186075 92.347442528232932 13.200738765299318 149.21158474963158 4.4660576535388827 3.5796932643279424 13.999916985630987 2.3249298883602023
leaf_count=114 48 45 102 107 42 157 214 3439 1759 754 91 1467 77 52 242 53
internal_value=7.46544e-05 0.0140728 -0.000161815 4.03125e-05 -0.00232564 -0.0011343 0.0132507 -0.00284004 0.00208503 0.00261842 0.00663252 -0.000977998 -0.000698802 -0.0234286 -0.0291216 -0.0277277
internal_weight=889.018 15.0226 873.996 868.671 401.562 380.428 39.9456 340.482 467.109 459.153 217.594 241.559 9.71389 21.1343 17.5546 7.95595
internal_count=8763 170 8593 8491 4253 3917 371 3546 4238 4071 1850 2221 122 336 284 167
is_linear=0
shrinkage=0.05


Tree=329
num_leaves=17
num_cat=0
split_feature=3 40 21 21 1 3 33 38 31 5 12 3 5 8 40 25
split_gain=1.19727 2.27832 6.17108 4.72171 4.04105 3.4797 6.95067 3.78222 3.04896 2.98295 3.80065 3.84299 2.77575 2.56801 2.23064 2.12633
threshold=0.020878509640049569 0.0030713528812234682 -0.0089674084560618234 -0.0050227147864737266 0.019661044564810874 0.02976462485854486 0.0063292513720766752 0.0078209352801369442 0.00029786965242302449 0.022184327424881179 0.029404065049481443 0.031502274575608093 0.020007972527114268 -7.5795822140556117 0.0040381606014398786 -0.0030856002311541245
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 13 9 7 12 -6 15 10 11 -3 -7 -4 -8 -2
right_child=1 4 3 -5 5 6 14 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.013139340750483008 -0.014948101292912387 -0.005788021327387996 0.0014158327610773827 -0.016562904138020865 0.027909371805955221 -0.032737775450160163 0.0070009776561384173 -0.0021273782943048375 -0.0039565308342430858 0.02910939946062524 -0.014476315592032106 0.022435070092346788 -0.0073458467909801014 0.030178710220813143 -0.00035676798098615057 -0.041345067213294666
leaf_weight=17.104537680745125 15.785448729991911 18.076685801148415 15.168803095817568 15.836887963116167 22.672710388898849 21.817307993769646 107.26935514807701 18.857237756252289 20.927811443805695 17.694486632943153 16.860652133822441 34.549669489264488 22.527404099702835 16.677327901124954 2530.7901229858398 16.667459510266781
leaf_count=70 55 53 49 57 67 66 309 61 66 52 50 100 69 51 7516 72
internal_value=-9.90097e-06 -8.92978e-05 -0.00746247 0.00552445 0.000174256 -0.000163268 -0.000387694 0.0141783 -0.0191453 0.0107654 0.00598722 0.0126533 -0.0199966 0.0166823 -5.54364e-05 -0.0287443
internal_weight=2929.28 2912.18 101.064 47.683 2811.12 2723.93 2682.4 41.5299 53.3807 87.1815 69.487 52.6264 44.3447 31.8461 2638.06 32.4529
internal_count=8763 8693 350 157 8343 8088 7960 128 193 255 203 153 135 100 7825 127
is_linear=0
shrinkage=0.05


Tree=330
num_leaves=16
num_cat=0
split_feature=10 10 40 35 11 27 27 31 1 1 20 39 39 39 28
split_gain=1.26557 1.55002 2.85371 2.20769 2.803 2.17215 5.59017 5.34239 7.5984 3.07625 2.44329 2.21133 5.5752 4.30349 2.01232
threshold=88.691940183317357 83.680642714758449 0.0052552783282249528 0.020180921848899639 1.1808038858938765 0.020759568139442169 0.014974756887959543 0.018500982756248667 0.10755508692499359 0.18114866737686083 3.0869570982539996 0.0099226339083083107 0.0086443395119349137 0.0101009348105512 0.1057500343987043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 11 10 -9 14 -8 12 -1 -13 -7
right_child=-2 2 3 -5 -6 9 7 8 -10 -11 -12 13 -14 -15 -16
leaf_value=0.0002252515991256257 -0.013185698338601282 0.029243126600387893 0.0096351792585133086 0.016510742639386483 -0.021194645412363197 0.027612772988176576 -0.024654592954562897 0.028499742306914717 -0.018535935023189107 -0.0077895904183941161 -0.0025261729128043054 0.025916217419446042 -0.0092238267666905072 0.0022610312649632798 0.0046982440141007942
leaf_weight=1985.7315732240677 18.016353905200958 12.490852564573286 14.157348565757276 17.105689346790314 14.911426432430742 21.487317807972431 53.892591543495655 16.801296174526215 17.271217882633209 17.398055449128151 16.93120151758194 20.085889607667923 169.25768993794918 433.58990982174873 18.402008876204491
leaf_count=5996 68 40 47 56 61 67 182 50 55 62 52 60 538 1370 59
internal_value=-1.09797e-05 7.16036e-05 0.00810827 0.00223209 -0.00602664 -9.70333e-05 -0.00030239 -0.0116147 0.00452676 0.00952666 -0.0194461 0.000150996 -0.000514974 0.00332483 0.0172049
internal_weight=2847.53 2829.51 58.6653 46.1745 29.0688 2770.85 2713.56 104.896 34.0725 57.2874 70.8238 2608.67 2154.99 453.676 39.8893
internal_count=8763 8695 204 164 108 8491 8303 339 105 188 234 7964 6534 1430 126
is_linear=0
shrinkage=0.05


Tree=331
num_leaves=10
num_cat=0
split_feature=15 14 16 1 4 5 19 5 7
split_gain=1.15973 1.14337 1.29478 2.61269 2.04826 1.80065 6.27547 4.2179 0.255113
threshold=-0.37362373751579908 0.014095827087638851 0.0078289340126600025 0.014920371679028084 0.4817020331869975 0.020007972527114268 0.25776891953362396 0.022657455408289832 27.643984734148624
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 -4 6 -5 -7 -1
right_child=1 2 3 5 -6 7 -8 -9 -10
leaf_value=-0.031827787053157086 -0.018582521951158927 0.013244057665017317 0.0041610055814905482 -0.026640427185077649 -0.031488883648457575 -0.017402693788206591 0.01606034876051568 0.00064098461206880855 -0.0042388340879274252
leaf_weight=3.3218668773770323 7.9022135287523261 19.086297951638699 5.8326647616922882 10.198623709380625 11.341784998774527 33.755583768710494 50.611232031136751 744.86086763720959 1.7617434961721299
leaf_count=106 70 99 54 106 109 311 370 7500 38
internal_value=7.47191e-05 0.000218641 0.000396114 0.000102495 -0.0191383 0.000504344 0.00878479 -0.000136982 -0.0234975
internal_weight=888.673 883.589 875.687 856.601 17.1744 839.426 60.8099 778.616 5.08361
internal_count=8763 8619 8549 8450 163 8287 476 7811 144
is_linear=0
shrinkage=0.05


Tree=332
num_leaves=31
num_cat=0
split_feature=24 15 8 35 27 16 16 15 41 38 24 43 31 21 10 32 21 38 33 3 3 27 36 44 41 5 5 43 21 38
split_gain=1.18601 4.62452 4.06972 4.01695 3.79645 3.68025 4.72161 3.32857 5.18815 3.41674 2.77433 3.51965 4.37041 4.81709 8.05592 3.97587 5.12728 5.93006 3.42155 5.28376 3.19307 6.2233 5.96772 3.0187 4.08082 4.15018 4.95984 2.70041 2.40002 2.343
threshold=0.0078173146860279121 0.90948564815656885 43.070141508420313 0.0095766070353945371 0.010168991363746167 0.095691888083585017 0.031816504680536865 0.73135254299493868 0.0033525197926814513 0.00030233891926667594 0.011947139876288357 1.0000000180025095e-35 0.0091949646476066123 -0.035652753703705971 76.116494365588593 0.0025347325048521996 -0.025682892008867943 0.032222374593141041 0.016634271022091446 0.048466030195755468 0.058935909672066196 0.006441813393943935 0.027813553469027589 0.78656609248549303 0.0080654698778617907 0.057928031249360822 0.045864380314610605 0.25881904510252091 -0.0090894087693512583 0.026683444955696637
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 -5 9 -9 -1 23 12 18 -14 -15 20 -17 -18 19 -12 21 -13 -22 24 25 26 -2 -26 29 -25
right_child=10 2 -4 5 -6 -7 -8 8 -10 -11 11 15 13 14 -16 16 17 -19 -20 -21 22 -23 -24 28 27 -27 -28 -29 -30 -31
leaf_value=0.0011661268525997505 0.0030206924654362292 -0.028025339152783546 -0.0055596694650881379 -0.027547668070518179 0.023080853997367437 -0.031156916306064361 0.0018314889394153899 0.00070724057174069422 0.020379183058009731 -0.0043047709428243996 0.00079587075026272582 0.0055221033235759963 -0.023535723298005726 0.017943227336214184 -0.0061094553540632143 -0.010393365025343083 0.032277407313201764 0.0067243307597654725 0.0044469360926179587 -0.014881038557469459 0.0079749413583262048 -0.021910951842948126 -0.023558171569785048 -0.0022043161518940234 0.029569658975210297 -0.013206047076712786 0.022649161177987757 0.007619424261229875 0.012655806640765955 -0.023213065962936517
leaf_weight=921.83983887732029 180.59254996478558 24.316486448049545 122.46891652792692 17.942798539996147 18.380715221166611 17.113545149564743 55.415610641241074 101.23774170130491 50.431246533989906 412.87063185870647 80.381656214594841 39.673136204481125 14.855620324611662 71.730541601777077 67.065267115831375 24.146090134978294 33.795598790049553 71.148643866181374 52.46997182071209 158.55106645822525 116.60937592387199 42.497822701931 17.068008348345757 51.500172331929207 29.517423719167709 29.961749851703644 39.326647505164146 28.223911181092262 17.895519204437733 18.109767779707909
leaf_count=2776 527 71 374 51 53 54 172 303 147 1192 238 117 48 212 205 76 112 240 173 463 349 128 53 151 85 90 114 82 54 53
internal_value=-1.02971e-05 -0.000842104 -0.00933192 -5.72424e-05 0.000555109 -0.0102866 -0.00531404 0.000271656 0.00729039 -0.000522655 0.00120813 -0.000497142 -0.00344044 0.00335956 0.00628909 0.00328583 0.0102265 0.0150238 -0.00704304 -0.00958797 -0.000844757 -0.00861455 0.0038968 0.00462946 0.00696534 0.00416752 0.00656214 0.0189586 -0.00352375 -0.00776715
internal_weight=2927.14 1742.02 146.785 1595.23 1504.76 90.472 73.3584 1486.38 151.669 1334.71 1185.12 789.993 445.054 153.651 138.796 344.939 129.09 104.944 291.403 238.933 215.848 82.171 133.677 395.128 307.622 249.881 219.919 57.7413 87.5055 69.6099
internal_count=8763 5193 445 4748 4471 277 223 4418 450 3968 3570 2414 1339 465 417 1075 428 352 874 701 647 245 402 1156 898 731 641 167 258 204
is_linear=0
shrinkage=0.05


Tree=333
num_leaves=26
num_cat=0
split_feature=7 44 12 15 0 15 38 24 32 12 21 11 44 39 21 38 1 27 40 38 20 11 43 19 42
split_gain=1.29511 2.64238 4.12804 1.90405 4.79742 5.54354 3.71572 4.51992 4.01153 3.99178 3.71448 3.66118 4.1395 4.12218 3.53243 3.37254 4.33486 3.32783 5.03468 3.6756 2.92597 4.5164 3.03327 2.75692 2.54203
threshold=91.871612189849472 0.37940952255126048 0.045581420789522806 1.1730402247909921 0.76846598629777729 1.0622313285401945 0.020039002774792095 0.021774850304800801 0.0011854662466811302 0.039561158536961981 -0.024141442103288963 0.82086595624671543 -0.70710678118654757 0.0065659476477993211 -0.0093678471919826523 0.015842837122059032 0.077770507440309999 0.0098386073147652391 0.0075868300208553749 0.028218395603600403 -0.89168723753226387 0.74056953335470221 -0.25881904510252113 0.95942879463882369 0.86624779599463098
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 17 20 8 -8 -9 -7 12 -6 -14 -10 -13 -17 19 -19 -1 -5 -22 -23 -11 -12
right_child=1 -3 -4 6 11 10 7 9 14 23 24 15 13 -15 -16 16 -18 18 -20 -21 21 22 -24 -25 -26
leaf_value=-0.0002776417469133135 0 0.0084139180180682008 -0.034147224237145703 0.010717615733547622 -0.019276943748545196 -0.011253382652877696 -0.0051025482518305409 -0.019219338508844587 0.034956442470824856 -0.011646924281162763 0.018630169927654053 0.0063895960149005634 -0.0044262556347687059 0.023474377000697922 0.011965227889998179 -0.027123293224929391 -0.0059390241219304989 0.0071239431343368079 -0.011868473805822488 0.007963854860656993 0.013703936185527605 -0.0031220628744385733 -0.027890087163831925 0.0084711428296662932 -0.0021352931042495104
leaf_weight=1853.3357708752155 19.18800450861454 16.569800794124603 16.138153567910194 22.191237896680832 18.693639069795609 15.628485709428785 17.708795830607414 19.760360360145569 28.505384624004364 20.316629894077778 79.081211142241955 17.653600811958313 29.173539757728577 23.752726003527641 42.991159126162529 51.634269714355469 46.781223434954882 47.139507174491882 130.87742903828621 145.78443269431591 15.041171744465826 22.38056655228138 29.034484498202801 98.415543235838413 17.568407990038395
leaf_count=5706 64 52 54 68 58 50 51 73 83 65 235 53 86 69 133 157 153 137 415 424 47 67 95 312 56
internal_value=-1.02764e-05 -0.0078306 -0.0155935 0.000133493 -0.000331199 0.000296864 0.00378696 0.00717616 0.0159528 0.00147948 0.011127 -0.00801497 0.000809703 0.0080216 0.0212376 -0.0134992 -0.0171205 -0.000259852 -0.00680997 0.000321231 -0.00486038 -0.0101456 -0.0172328 0.0049797 0.0148056
internal_weight=2845.35 51.896 35.3262 2793.45 2477.1 2289.42 316.345 227.698 89.2053 138.493 112.278 187.689 71.6199 52.9263 71.4965 116.069 98.4155 2177.14 178.017 1999.12 88.6475 66.4562 51.4151 118.732 96.6496
internal_count=8763 170 118 8593 7599 7023 994 717 267 450 341 576 213 155 216 363 310 6682 552 6130 277 209 162 377 291
is_linear=0
shrinkage=0.05


Tree=334
num_leaves=31
num_cat=0
split_feature=32 37 1 40 1 43 35 30 33 3 29 4 42 27 29 25 41 37 35 43 34 33 10 1 21 21 32 27 7 34
split_gain=1.13638 3.87354 5.94509 5.91242 3.42967 3.17754 3.00238 3.70434 2.98473 3.07117 2.89118 3.80996 4.38706 3.57342 3.88067 3.16898 2.92238 3.53488 2.83198 3.83172 2.81021 2.42254 2.76153 2.31511 2.23502 4.391 4.38842 2.01466 1.17328 0.589531
threshold=-0.0013053704280735861 -0.010533677881803203 0.040739504620064683 0.0058272421789062447 0.055602434924937702 -0.25881904510252113 -0.0021322986054355671 0.0011614625368817728 0.012491627853627006 0.059581645102792492 -0.0046313396920709118 0.39435029414542117 0.37599437718664092 -0.0094027594583124593 -0.0041373096706566739 -0.0066033180376459302 0.0040206101726064005 -0.010287153262998226 -0.0097757959538007904 -0.5 -0.0020819174625762988 0.0094916445872095748 26.454389556676826 0.025871651446939471 -0.015186285331652108 -0.010411669482751974 -0.00042779082122352868 -0.0026058174207819712 36.418051100209745 -0.0004116261041014479
decision_type=2 2 2 2 2 2 2 2 2 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 6 -1 -3 -8 21 -10 11 12 16 15 -15 20 17 -2 -6 -20 -12 22 -4 -9 26 -26 -16 -11 -23 -21
right_child=10 4 8 -5 18 -7 7 23 9 27 13 -13 -14 14 24 -17 -18 -19 19 29 -22 28 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.030476646442713369 0.04068411431159677 -0.034063584727310962 0.029274025739949267 0.051315418867897082 0.031583693198896014 -0.025449862244071406 0.024255500028448583 0.0097181191384217418 0.033750518125515321 -0.006828634380937032 0.033068615673679629 -0.032250302755412318 0.047357373060396113 0.037418966746943054 0.0088822732400626863 0.0534714044944576 -0.0345958702029555 -0.022885873272605443 0.019212982386532285 -0.0077810914092956672 -0.022897084238950274 -0.030123977134794505 -0.019177454174991181 -0.027482521841913396 0.0097331661091947068 -0.0011668850742492371 -0.0066373645496948606 0.012340694071582042 -0.0034683011206625642 -0.034767771966864765
leaf_weight=4.3480068892240524 4.2509307134896517 21.273426664993167 5.562859043478964 11.062876246869562 6.3009141162037876 5.7999905217438954 6.3219188340008285 5.2243502065539387 7.2712618801742783 40.837440811097622 4.5602161921560755 14.685165550559757 4.0081670694053164 7.2235863693058482 59.69436729233712 6.0911031253635874 6.9700724920257917 4.2171235196292418 7.8544220170006218 3.6488572396338022 4.1569541133940211 17.839945062994961 5.9469001293182373 17.221848068758845 153.65515549294651 229.79078006837517 189.05805314239115 20.482719283550978 5.9735563211143008 7.1568354628980071
leaf_count=48 55 200 48 99 61 96 51 46 76 675 45 192 39 70 532 45 108 46 90 44 55 245 54 172 1214 2070 1947 192 51 97
internal_value=7.16386e-05 -0.00323769 0.00211458 0.0261948 -0.0122243 -0.000936145 -0.0197759 -0.00895585 -0.00277302 0.00324993 0.00104136 -0.0131066 0.00118536 0.00178899 0.00121639 0.0260045 -0.010708 0.00854484 0.00273406 -0.00685742 0.00585619 -0.0145858 0.00385973 -0.0185976 0.000788975 0.00318937 -0.00289087 -0.000334447 -0.023689 -0.0262683
internal_weight=888.49 200.128 125.126 21.2109 75.0026 10.148 50.0415 28.7681 103.915 68.5914 688.362 34.1315 19.4463 654.23 639.422 14.8083 15.4381 8.46805 24.961 18.6601 8.71717 35.3233 11.5098 22.4462 632.198 383.446 248.752 61.3202 23.8135 10.8057
internal_count=8763 2345 1584 243 761 144 469 269 1341 943 6418 440 248 5978 5833 145 209 101 292 231 100 398 102 218 5763 3284 2479 867 296 141
is_linear=0
shrinkage=0.05


Tree=335
num_leaves=26
num_cat=0
split_feature=14 26 25 14 35 20 14 1 1 43 21 26 21 39 25 7 39 31 21 39 43 32 35 3 5
split_gain=1.14798 2.125 1.92315 2.11414 2.83865 1.91793 1.52269 2.71647 5.52729 5.07083 3.99905 4.9048 1.70991 5.13909 7.30673 7.90985 5.48744 3.91678 3.15499 5.73532 3.20807 7.73551 3.96911 3.12139 1.40542
threshold=0.10415569540693335 -0.0015691826126142891 -0.0074436337453121009 0.039380734736271648 -0.00021289971772431302 0.43844692581500727 0.20137802797167201 0.047133230009049613 0.055602434924937702 -0.37940952255126059 -0.020505166602779668 -8.3915302138137519e-05 -0.019171047732634675 0.0064967111997229184 -0.016204771969990182 32.880630953353766 0.0072501177950404947 0.0031553159323171871 -0.018560309587749912 0.0056002056420611382 0.37940952255126054 0.0022494030388126285 -0.0086602780124297989 0.071158890039218048 0.035279023520506991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 -3 5 -5 -4 7 10 -9 -10 -2 -12 13 14 -8 -16 17 -15 19 -14 22 -22 -20 -18 -1
right_child=6 2 3 4 -6 -7 12 8 9 -11 11 -13 18 16 15 -17 23 -19 20 -21 21 -23 -24 -25 -26
leaf_value=0.0052788062531561432 -0.017758215701437235 0.023203836177489889 -0.015398878364072647 -0.003451447251882794 0.021594405253832886 0.0077420606188186615 -0.025077200050204158 -0.038376036415468093 0.01758459770791421 -0.016195944059707253 -0.007605074213936038 0.021422737274674624 0.0041953496154197266 -0.0032892083467048576 0.031636430450072452 0.005744024030108319 0.008700795423462233 -0.028342685308978374 0.0045595874555708514 -0.029076880064467642 0.00018009875804510104 0.016069044354890236 -0.0033417941056495628 -0.0016778353596583991 -0.013796222285794815
leaf_weight=16.624075874686241 20.798234939575195 17.827633574604988 18.385235771536827 17.946852073073387 29.041864186525345 16.983548477292061 16.915811166167259 15.912497937679289 16.892000928521156 31.684306278824806 27.137677803635597 30.756590753793716 24.637877956032753 34.070862859487534 33.050811231136322 279.20493960380554 94.590926170349121 29.548388004302979 189.94572614133358 26.637392461299896 559.15042267739773 88.788019962608814 959.10627922415733 306.99616380035877 21.963892579078674
leaf_count=50 59 55 55 53 88 51 49 46 53 97 78 87 72 99 95 806 272 86 569 79 1677 290 2872 957 68
internal_value=-1.00579e-05 0.00442489 0.00828252 0.00496769 0.0119352 -0.00415549 -0.000232926 -0.00525332 -0.0128579 -0.00433433 0.000923599 0.00774021 3.7381e-05 0.00197906 0.00676159 0.00850987 -0.00139495 -0.0150302 -0.000794502 -0.0130151 -0.000442312 0.00236725 -0.00203101 0.000755886 -0.00545687
internal_weight=2924.6 138.773 100.185 82.3575 46.9887 35.3688 2785.82 143.181 64.4888 48.5763 78.6925 57.8943 2642.64 794.378 329.172 312.256 465.206 63.6193 1848.27 51.2753 1796.99 647.938 1149.05 401.587 38.588
internal_count=8763 420 302 247 141 106 8343 420 196 150 224 165 7923 2364 950 901 1414 185 5559 151 5408 1967 3441 1229 118
is_linear=0
shrinkage=0.05


Tree=336
num_leaves=25
num_cat=0
split_feature=41 40 21 38 30 20 10 32 43 21 1 40 12 40 17 35 14 40 5 21 5 2 10 3
split_gain=1.26515 2.09523 1.35697 4.98512 6.12432 4.87225 4.30531 4.17056 6.36171 3.5517 3.50591 3.27125 12.9614 7.98864 7.11577 4.69389 3.91132 3.8944 3.1676 4.94781 3.78525 5.20635 2.35544 1.60513
threshold=0.00012343902594122124 0.0059143363367643925 -0.019870122108608956 0.031751882802439908 0.008642639448063651 -0.24775016720718293 63.795285901353175 -0.0017359397598485737 0.78656609248549325 -0.018560309587749912 0.028998293817307317 0.0072187172026142426 0.046128852841691256 0.0083249082683523618 -1.4041676960368277 0.019514813932373091 2.1300197859247918 0.0070274671643767656 0.038643697837427611 -0.019171047732634675 0.031364236666445812 0.47613740698539536 55.302956418943957 0.083638347327019538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 22 -2 10 -6 -9 18 -7 12 15 14 -13 -11 -15 -14 20 -20 21 -4 -5 -24
right_child=2 -3 9 4 7 6 -8 8 -10 11 -12 13 17 16 -16 -17 -18 -19 19 -21 -22 -23 23 -25
leaf_value=-0.016441176490372893 0.017532808111862856 0.0029828456125105657 0.032458382918474027 0.0057649502418991097 0.01658831047423023 0.0073290313464715361 -0.024522233911378272 0.00055219451256156914 -0.034422404532597449 0.00064464838777970076 -0.0048180276449271038 0.016020888378466731 0.021789034834043472 -0.00101762948527758 -0.014933004010787102 -0.019118666069517537 0.012055068674092603 -8.1940203478518016e-05 0.0027069963434644476 0.034611598864455466 -0.015097572468024649 -0.0023467918431875879 0.03615833927511812 0.014689341126705547
leaf_weight=29.95802990347147 26.328043550252914 25.068265154957771 16.745917528867722 22.417466536164284 24.531909257173538 66.233277916908264 25.369287133216858 58.629810273647308 16.509653270244598 1089.0821263045073 548.04177824407816 20.72150693833828 96.99480028450489 352.54066905379295 162.74355407059193 30.793267592787743 68.109921962022781 25.17606009542942 24.417426005005836 24.87648794054985 21.327129870653152 28.987466529011726 20.57643187046051 17.244692251086235
leaf_count=92 81 78 49 70 73 192 76 176 55 3264 1712 69 282 1159 528 103 215 79 71 75 65 86 57 56
internal_value=-9.65586e-06 -0.00751214 0.000136869 -0.00156117 0.00635278 -0.00346961 -0.0043445 -0.00120989 -0.00710151 0.000854045 -0.00349917 0.000317011 0.00178726 -0.00269729 -0.0114028 9.50927e-05 0.00108952 0.0172448 0.00932447 0.0189466 0.00215947 0.0103315 0.0189302 0.0265659
internal_weight=2843.42 55.0263 2788.4 825.882 159.91 665.972 639.644 99.6714 75.1395 1962.52 614.275 1846.16 1242.05 604.116 183.465 1119.88 420.651 122.171 116.354 49.2939 67.0605 45.7334 60.2386 37.8211
internal_count=8763 170 8593 2548 487 2061 1980 304 231 6045 1904 5699 3728 1971 597 3367 1374 361 346 146 200 135 183 113
is_linear=0
shrinkage=0.05


Tree=337
num_leaves=19
num_cat=0
split_feature=28 34 34 32 34 10 27 20 2 19 25 7 3 43 40 43 39 43
split_gain=1.12711 2.07378 1.40714 3.40386 2.70675 1.91732 4.86057 3.58019 1.94885 1.71138 5.23557 7.09057 4.48394 3.93509 2.49474 2.10581 1.59905 0.0994158
threshold=-0.12749928364775812 0.012072845380844745 0.0096864835247308951 0.0050678209380599568 0.0092422739838938801 54.547512243302243 0.0043099314159921716 -0.06925911925912058 0.96929539175986967 0.91350599818813139 0.0069961060777115293 86.423209400467172 0.064073036928041407 -0.37940952255126059 0.012519367750864348 1.0000000180025095e-35 0.016826950134393583 -0.70710678118654735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 9 16 7 -7 -8 10 14 -12 13 -11 -2 -14 17 -4
right_child=2 -3 3 -5 -6 6 8 -9 -10 12 11 -13 15 -15 -16 -17 -18 -19
leaf_value=-0.033310230636811676 -5.8028244061778621e-05 0.01892147445473898 -0.019019979552235618 0.031679365886524806 0.033378526113929267 -0.0024649105004040275 -0.03452059395860959 0.049804342067173477 -0.0034552956750880381 0.010367655494616034 0.039964653615006396 -0.020710712345270738 -0.035046276131217129 -0.0091236189242500394 0.013269968891416085 -0.0075030682771364656 0.0050510527157715708 -0.034762540375180895
leaf_weight=6.2229515947401506 621.98667634930462 2.5082525089383125 3.3831468503922233 4.9349026530981055 6.226278298534452 7.3598265200853348 10.225879029370846 5.5580062074586731 10.70484255440533 49.592715833336115 18.289036016911272 6.3318966273218384 15.010942166671159 53.950158834457397 37.067228225059807 13.989026048220692 3.4157404564321032 11.214579940773547
leaf_count=142 5679 33 47 70 67 71 174 50 133 397 168 63 210 562 463 206 61 167
internal_value=7.06937e-05 -0.0176949 0.000254791 -0.00734128 0.000786273 -0.0112043 -0.00398791 0.0198501 -0.0189622 0.000527469 0.00154117 0.0241375 -0.00466086 0.000164641 0.000685893 -0.0220032 -0.0243915 -0.0316085
internal_weight=887.972 8.7312 879.241 56.7969 822.444 51.862 33.8486 12.9178 20.9307 816.218 683.675 24.6209 132.543 103.543 659.054 29 18.0135 14.5977
internal_count=8763 175 8588 773 7815 703 428 121 307 7748 6373 231 1375 959 6142 416 275 214
is_linear=0
shrinkage=0.05


Tree=338
num_leaves=26
num_cat=0
split_feature=28 40 13 28 11 16 42 9 15 28 33 40 31 30 31 39 33 36 3 38 35 4 15 33 3
split_gain=1.20649 7.16489 6.92306 5.61584 6.6415 3.84257 3.17518 5.87542 3.6567 2.79465 7.04043 8.264 9.06941 4.88906 4.52207 4.87402 6.48345 3.04936 7.17338 4.52026 2.71385 2.64234 3.58933 2.25431 2.94766
threshold=0.089524485080739832 0.0098486937599504155 1.7265787464780062 0.072382595847080969 0.49197127328920548 0.030854255382682511 0.86024464073044726 -36.585261585261541 1.2123496008522265 0.048356399128317816 0.011232865026350364 0.0092386769166504963 0.0093898377930697104 0.0044591972488223584 0.0080755124465676353 0.0035404724623890097 0.010054294281636877 0.021279825591679628 0.049390180222824848 0.023282556966208737 0.0018015892624112519 0.59592942984404318 1.0297475826529836 0.0091309531565687187 0.051370951514548062
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 -5 -6 7 -3 -8 14 23 12 -12 -13 17 -16 -17 19 -19 -1 -9 -7 -23 -11 -25
right_child=1 6 -4 4 5 21 8 20 -10 10 11 13 -14 -15 15 16 -18 18 -20 -21 -22 22 -24 24 -26
leaf_value=-3.3965491815743747e-05 -0.043625808529615479 0.018709625554922525 0 -0.019624816947482231 0.038133630557347011 -0.0086199954356106605 0.030095791503499433 -0.0026659368219223889 -0.0026137938723799735 -0.033700266159899288 -0.0032825940205997517 0.0072394693868538659 0.026019511770613315 -0.019423037037378146 0.025739097259611033 -0.01675646326240688 0.0090997999950462906 0.027223748649136216 0.00043127982682147556 -0.0074070230641221152 -0.032024732516311813 0.027535874388061418 0.0062321551172884529 0.00175690021839141 -0.021579117040185142
leaf_weight=1845.5282511413097 19.501426413655281 16.988373056054115 17.012514293193817 16.066528111696243 15.029717430472372 14.486639857292174 18.251730695366859 16.197669565677643 15.475458890199659 17.941582143306732 61.863100320100784 23.691474422812462 45.626546591520309 60.029502399265766 31.258837223052979 29.9234888702631 124.30317002534866 32.689853549003601 106.61932855844498 234.36779259890318 16.03503429889679 31.931642301380634 54.066701143980026 20.783511981368065 36.700830370187759
leaf_count=5512 58 52 51 48 43 42 59 49 52 52 180 73 132 178 91 85 368 104 332 707 53 96 179 62 105
internal_value=-1.03763e-05 -0.00493085 -0.0233706 0.000197723 0.0102789 0.0144948 0.00314452 -0.00487523 0.0149761 -0.000297341 -0.00515386 -2.23573e-05 0.00912153 -0.0118188 0.000239271 0.00773824 0.00404309 -0.000385574 0.0067692 -0.0008675 -0.0174798 0.010875 0.0142232 -0.0180792 -0.0130667
internal_weight=2922.37 119.462 36.5139 2802.91 131.581 115.515 82.9483 49.2211 33.7272 2671.33 266.637 191.211 107.49 83.721 2404.69 185.485 154.227 2219.21 139.309 2079.9 32.2327 100.485 85.9983 75.4259 57.4843
internal_count=8763 374 109 8389 408 360 265 154 111 7981 782 563 312 251 7199 544 453 6655 436 6219 102 317 275 219 167
is_linear=0
shrinkage=0.05


Tree=339
num_leaves=19
num_cat=0
split_feature=31 40 40 3 12 33 27 1 14 39 43 15 20 1 20 28 27 21
split_gain=1.24661 2.16291 6.15646 3.82634 6.48316 5.35406 6.44347 5.02029 4.03778 3.3894 3.79382 3.42498 3.30134 4.18499 3.19565 2.90935 2.11845 2.10571
threshold=0.021325839060730514 0.015169236847580049 0.016684974784509959 0.11263952979781101 0.07961933544481832 0.018888501636718572 -0.012812408947314355 0.15430921885259352 1.3033259761822735 0.010862640275179103 -0.37940952255126059 0.26722265490178893 -0.16660443116753834 0.14062424250331548 -0.80612635858941106 -0.054691144646274253 -0.0067646573572839068 -0.0094916221677812801
decision_type=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 -7 -1 15 11 -11 -6 14 -14 -4 -5 -15 -2
right_child=17 2 12 8 9 6 -8 -9 -10 10 -12 -13 13 16 -16 -17 -18 -19
leaf_value=7.6706320032539119e-05 0.017895008964625508 -0.029240274688084628 -0.0047136319629091893 0.032522368319013319 -0.0037672456774509966 0.038700120244828912 0.0046788377079478036 -0.026247836915480927 -0.0034158402094557807 -0.018795837803796012 0.013951700390842068 -0.031960378328610234 0.0098070178686514436 -0.024973059898082298 0.026446993096987254 0.0080545307298616232 -0.0011911904200692623 -0.004517797797623061
leaf_weight=2421.8338666185737 24.775360494852066 24.102719724178314 14.990793645381926 23.361785843968391 16.906633123755455 18.91316519677639 53.736881643533707 18.145901873707771 30.174333125352859 17.065541580319405 18.070792555809021 31.983461931347847 22.298185750842094 27.630964368581772 17.474712438881397 26.83194574713707 14.840141765773295 17.548977762460709
leaf_count=7368 80 95 46 79 51 57 165 84 92 54 58 100 75 100 61 88 54 56
internal_value=-9.42152e-06 -0.000140139 -0.00666756 0.00015409 -0.000176769 0.00027841 0.0136454 -0.000118085 0.0108931 -0.0138315 -0.00181992 -0.0223406 -0.000996543 -0.00756389 0.0119349 0.0195841 -0.016803 0.00849537
internal_weight=2840.69 2798.36 121.338 2677.02 2596.66 2512.63 72.65 2439.98 80.3681 84.0264 35.1363 48.8901 97.2348 64.7693 32.4655 50.1937 42.4711 42.3243
internal_count=8763 8627 431 8196 7937 7674 222 7452 259 263 112 151 336 229 107 167 154 136
is_linear=0
shrinkage=0.05


Tree=340
num_leaves=27
num_cat=0
split_feature=10 33 3 7 7 8 10 19 30 24 27 33 28 10 32 39 13 42 0 44 15 32 24 19 4 28
split_gain=1.10449 4.03344 5.43584 2.95788 9.20234 5.19179 3.71279 4.47285 2.93309 2.77093 2.69737 6.1293 7.06829 4.83365 3.81469 3.91947 3.58381 2.67352 2.60528 2.11219 3.60501 3.16161 2.01468 1.63418 2.08952 0.73441
threshold=46.245523500524534 0.0076316311310877724 0.037836558277727535 38.175156053980864 34.983803928301946 -38.361812669940797 38.373627883065119 0.40326726762502879 0.00069885085557582903 -0.0065070282297896463 -0.0013780541868390168 0.0059125006153732196 0.013598572403658372 51.285634471680979 0.0025690610709303689 0.0046743033539438173 -1.209497550702723 0.47169374247894302 0.32190931277101098 -0.70710678118654757 0.15085860045252222 0.0031388423920687696 0.0060494975706243169 0.097199857499108519 0.22716293368467236 -0.011101925288637602
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 9 -6 22 -8 23 -4 11 -2 14 -14 15 -13 -12 -16 -18 20 -20 -21 -5 24 -1 -25
right_child=10 2 3 6 5 -7 7 -9 -10 -11 16 12 13 -15 17 -17 18 -19 19 21 -22 -23 -24 25 -26 -27
leaf_value=-0.032436831757572386 0.05839939194418229 0.044903315619516632 0.0073076991099673113 -0.02970424576422432 0.010512435422625463 0.059676470128372738 0.0099155858806819902 -0.015326003474490238 0.0064578075233357726 -0.0085575599810648346 0.04012728434977772 0.0053409242351515375 0.069917275748542937 0.007609721064367761 0.047311219436340451 -0.025933198793767809 -0.034799430332309998 0.0036515098997673221 0.043232307452840152 -0.00020240626337146144 0.0036590879744964593 -0.014258015458198825 0.0058813755181364195 -0.014855493670901705 0.018991368375294356 -0.036027141666453544
leaf_weight=3.4325505271553984 5.9782643243670455 6.4560064598917952 45.341945975087583 22.643103543668989 12.337710129097106 9.9184983000159246 37.529816260561347 32.69328535348177 10.018266787752507 69.128325447440147 5.4134989567100993 19.649582583457232 6.3470136187970621 6.4601963181048632 5.2963255122303989 19.846298705786467 5.3457016237080088 10.892769377678631 5.9891135096549979 349.55498871207237 118.93391541671008 45.197165779769421 4.5124754179269067 6.8085335008800021 4.3131408505141735 17.684521988034252
leaf_count=73 23 34 641 261 125 73 335 333 93 826 35 159 49 51 34 222 51 124 45 3193 1055 572 48 63 57 188
internal_value=6.66587e-05 -0.00250616 0 -0.00125803 0.0034589 0.032815 -0.00792899 -0.00176995 -0.0167336 -0.00222876 0.00127804 0.0101824 0.00582188 0.039178 -0.00181668 -0.0102736 1.68064e-05 0.0184447 -0.000394815 -2.46608e-05 0.00562938 -0.00182757 -0.0236076 -0.0240927 -0.00328501 -0.0304295
internal_weight=887.723 282.818 240.561 234.105 136.726 22.2562 97.3787 70.2231 42.257 114.47 604.905 74.4705 68.4922 12.8072 55.685 39.4959 530.434 16.1891 525.021 519.675 124.923 394.752 27.1556 32.2387 7.74569 24.4931
internal_count=8763 3150 2676 2642 1665 198 977 668 474 1467 5613 662 639 100 539 381 4951 158 4916 4865 1100 3765 309 381 130 251
is_linear=0
shrinkage=0.05


Tree=341
num_leaves=18
num_cat=0
split_feature=12 40 21 21 32 44 40 12 7 27 5 40 21 40 28 40 41
split_gain=1.14171 2.06662 5.88706 5.31459 5.06876 3.4708 3.00895 4.39121 4.9824 9.92353 4.49649 3.95591 5.3498 1.66256 5.76846 4.66275 0.137424
threshold=0.016705020884912946 0.0030713528812234682 -0.0086895652790918761 -0.0050227147864737266 0.00016752097038412963 -0.37940952255126015 0.0040381606014398786 0.034995675641351316 34.365640096213781 -0.0017499804306239165 0.023359690230984328 0.004220762241510123 -0.010522113120844289 0.005511061348408907 0.048356399128317816 0.0058272421789062447 0.0011364742100873953
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 8 10 -10 -3 12 -8 14 -13 -15 -6
right_child=1 6 3 -5 16 -7 11 -9 9 -11 -12 13 -14 15 -16 -17 -18
leaf_value=0.012879352984309861 0.0098500204991903081 0.0014805916182393346 0.02063192187591522 -0.015796040692541216 -0.040650615918938676 -0.021580361130437552 -0.0016647828895849639 0.029652159805586071 -0.032384193415084306 0.0044164517030421862 0.035446205325249301 -0.0016289475655946199 -0.036523032868521967 0.0091686782832325758 -0.031613882477019288 -8.2703931724534803e-05 -0.028775912659430993
leaf_weight=16.976348675787449 17.980518341064453 18.768231973052025 26.602784894406796 15.793799392879007 12.546601273119451 16.792030766606331 30.360639065504074 17.575145810842514 20.776492416858673 149.37869371473789 20.931323915719986 480.9555349200964 17.471600562334061 146.63831225037575 16.525058686733246 1882.8113261461258 10.718136787414549
leaf_count=70 56 54 83 57 53 53 87 50 59 443 59 1385 53 420 50 5683 48
internal_value=-9.39022e-06 -8.69352e-05 -0.00713159 0.00693869 -0.0174903 -0.00520302 0.000164015 0.00567671 0.0036318 -6.40388e-05 0.0195584 -0.000321183 -0.0145513 -4.92771e-05 -0.00264117 0.000583712 -0.0355405
internal_weight=2919.6 2902.63 100.434 42.3966 58.0373 34.7725 2802.19 227.43 209.855 170.155 39.6996 2574.76 47.8322 2526.93 497.481 2029.45 23.2647
internal_count=8763 8693 350 140 210 109 8343 665 615 502 113 7678 140 7538 1435 6103 101
is_linear=0
shrinkage=0.05


Tree=342
num_leaves=28
num_cat=0
split_feature=4 4 39 40 38 29 8 3 18 39 5 21 15 40 40 40 5 36 5 14 21 39 16 4 41 8 42
split_gain=1.19774 4.54964 3.45865 3.91289 3.42071 3.28143 3.71325 3.31677 2.53752 8.54951 4.75701 3.90682 3.19935 3.15437 5.5893 5.39042 3.0534 2.85765 2.63278 2.2444 2.11501 2.02793 3.59119 2.46401 1.83615 1.83123 1.60312
threshold=0.17662065971654112 0.22716293368467236 0.01178273663845498 0.011591995535162681 -0.0011588524895002614 -0.0040219952939285477 -130.11806145988916 0.048089600349707516 0.25862894495714056 0.0058175007474560985 0.017984597768946169 -0.039216539590747702 0.050693578041291897 0.012351011182235078 0.011591995535162681 0.014181039404438496 0.045397934772491579 0.00074898986765359343 0.022184327424881179 2.2767393216465055 -0.014696693229705668 0.0084590412837815075 0.027872787939166841 0.19875307586768023 0.0028319451142671298 -106.58523669229034 0.23024921104135196
decision_type=2 2 2 2 2 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 21 4 -4 5 6 19 -8 9 10 -3 -11 17 14 -14 -15 -13 20 -12 -1 -10 22 26 -24 -19 -23 -2
right_child=1 8 3 -5 -6 -7 7 -9 12 11 18 16 13 15 -16 -17 -18 24 -20 -21 -22 25 23 -25 -26 -27 -28
leaf_value=-0.025897149394947479 -0.027160389152429611 -0.0073484047591162623 0.032535276520069469 0.0014561827454622415 0.015019065722601036 -0.023101104643895205 0.026935588916885325 0.0011468989086010908 -0.031238099824625911 -0.027396440631132987 0.035657418279082705 -0.0098908116770376718 -0.00018148658316724612 0.016012936444506104 -0.015768067940906738 -0.0010056259569906267 0.0042516193819015016 -0.010242934715792417 0.014388992640976445 -0.0028459221729567313 -0.0099086921061754211 -0.032572200997387196 0.017334413962594466 -0.0058306756145975937 0.013127463309162299 -0.0096761233496911007 -0.005929069942821749
leaf_weight=16.038202151656151 18.947034150362015 22.364564046263695 19.846542194485664 21.312695667147636 32.299687281250954 17.653499387204647 16.482620730996132 52.147920534014702 17.181744232773781 14.733654052019117 17.557578980922699 58.090907245874405 1846.0955961123109 79.461625918745995 59.295990474522114 110.82559410482645 110.5517837703228 15.938165575265883 99.941035255789757 32.363297939300537 39.627030059695244 15.698306977748869 19.595485806465149 27.022889092564583 17.409436717629433 21.779007755219936 18.180270239710808
leaf_count=52 61 75 59 64 92 57 47 162 56 49 52 176 5607 255 201 394 355 52 292 97 129 51 60 81 55 75 57
internal_value=-8.93612e-06 -0.000299675 0.00363947 0.0166059 0.000405493 -0.00307052 0 0.00744335 0.000155617 0.00429128 0.0136038 -0.0027878 -0.000453842 -5.44686e-05 -0.000669969 0.00607953 -0.000593247 -0.00967151 0.0176372 -0.0106249 -0.0164912 -0.00975689 -0.00533653 0.00381573 0.00181109 -0.0194609 -0.0169421
internal_weight=2838.44 2630.3 208.144 41.1592 166.985 134.686 117.032 68.6305 2509.07 323.24 139.863 183.376 2185.84 2095.68 1905.39 190.287 168.643 90.1564 117.499 48.4015 56.8088 121.223 83.7457 46.6184 33.3476 37.4773 37.1273
internal_count=8763 8133 630 123 507 415 358 209 7748 999 419 580 6749 6457 5808 649 531 292 344 149 185 385 259 141 107 126 118
is_linear=0
shrinkage=0.05


Tree=343
num_leaves=30
num_cat=0
split_feature=21 42 38 33 37 14 40 40 3 29 29 23 21 31 33 3 23 8 4 15 3 40 38 35 21 38 4 33 25
split_gain=1.18417 2.56894 3.90999 2.1906 2.24477 1.93241 1.24681 6.176 3.71061 5.73711 4.66507 3.70234 3.59303 3.16489 3.04737 3.30004 2.81295 2.7069 4.71567 4.53954 2.34832 2.55315 2.23512 4.47784 2.46461 1.91601 0.706381 1.31617 0.346585
threshold=-0.034285373851221171 0.60807448166783973 0.029497045026967487 0.01802441896306238 -0.024574642408115129 0.57015546854099097 0.0073754352970243084 0.0076380508849767581 0.058244261906817037 0.0028885691178012212 -0.0029180176638221584 0.057741541224880642 0.00089772857442038895 0.0035927797292329053 0.013668618063039361 0.060004728208073711 0.037040267046445981 -79.056850673758916 0.50488490023414445 -0.19394825122918558 0.032266835123050737 0.005511061348408907 0.037739064290169384 -0.0022181077417011137 0.0093993691854328994 0.040036486027437597 0.53811437910908344 0.012815263337144665 0.0058522820661919195
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 11 13 9 10 -9 12 14 16 15 -2 -8 19 -19 -10 -14 -22 26 -24 -25 -11 27 -13 -3
right_child=6 28 -4 4 5 -7 7 8 17 25 -12 22 20 -15 -16 -17 -18 18 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30
leaf_value=-0.034396856886326314 -0.00019821034286712509 -0.033612884277345191 0.0410978573743533 -0.032945057985277769 -0.0084143967883742298 0.024340237679323175 -0.017208987856908112 0.010836795084893144 -0.013920140660579134 -0.027248912460910046 0.067931490533038139 0.0088492105462752851 -0.0063690501015962707 0.046604617782891211 0.024411751050559333 -0.016622125824425581 0.026325035661196969 -0.016347960100096884 0.0012685944640478948 0.023552812851227952 0.036670442034445097 0.00066415094027341779 0.031303502521050387 -0.028167895541484918 0.012528031479039607 0.010864315596670804 -0.035739611358568797 -0.033168349058157735 -0.0066157575451002218
leaf_weight=6.0617856830358532 453.50722944922745 8.6971726492047292 4.6240225061774245 4.2105682939291027 9.0243693627417105 8.5447130389511567 5.4531072080135408 7.6053266823291779 11.878311716951428 5.8389521054923517 7.1800180077552813 3.1417478714138296 7.732888791710141 10.996883014217017 11.67568928003311 32.752811900340021 10.614745407365261 53.802426632493734 127.16604208387434 24.093857608735561 15.3112676050514 7.6612439416348925 6.2476287148892906 13.64945554547012 4.8393274471163741 7.1153959594666958 11.654757350683211 3.9214778775349259 2.0026740925386539
leaf_count=74 3896 207 34 85 114 94 48 67 242 52 35 33 63 96 88 324 93 615 1512 249 88 72 51 170 44 76 111 73 57
internal_value=6.89838e-05 -0.00799212 -0.000803688 -0.008064 -0.000382713 0.00728042 0.000488159 0.00327988 0.000747412 0.0179457 0.039169 -0.000829512 0.000315611 0.0259038 -0.000699805 -0.00131794 0.0112261 -0.00143592 -0.00394738 0.011036 0.0168933 0.0249341 -0.014844 -0.00469916 -0.0172369 -0.0060087 -0.0278887 -0.0139182 -0.0291309
internal_weight=887.006 43.1653 32.4655 27.8414 21.7797 17.5691 843.841 271.745 244.68 27.7397 14.7853 572.096 528.641 27.0647 497.936 486.26 16.0679 216.941 180.968 35.9722 30.7054 22.9725 43.4544 24.7364 18.4888 12.9543 18.718 7.06323 10.6998
internal_count=8763 665 401 367 293 208 8098 3085 2848 230 102 5013 4531 237 4308 4220 141 2618 2127 491 223 160 482 265 214 128 217 106 264
is_linear=0
shrinkage=0.05


Tree=344
num_leaves=28
num_cat=0
split_feature=28 40 0 28 0 10 20 24 15 42 9 15 28 21 5 40 7 40 31 39 5 36 43 27 7 10 5
split_gain=1.13684 6.77798 6.80365 5.20758 7.3111 4.17234 4.74086 3.8359 3.0029 2.89046 5.58446 3.38227 2.56609 6.73038 8.55914 6.36925 6.32188 7.15113 4.18252 4.58067 5.63685 2.83214 7.77941 4.28973 2.76944 1.5106 0.969538
threshold=0.089524485080739832 0.0098486937599504155 0.84923144762386082 0.072382595847080969 0.47439946180867343 70.359029943855333 0.009463336233638809 0.011947139876288357 1.1764926943082779 0.86024464073044726 -36.585261585261541 1.2123496008522265 0.048356399128317816 -0.021214719797222097 0.046109699844575296 0.0064682002196762055 67.829700649489169 0.0083249082683523618 0.0080755124465676353 0.0035404724623890097 0.051755512613318004 0.021279825591679628 -0.5 0.0047644980896768318 71.52385054489163 70.359029943855333 0.058069410855522204
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 12 -5 6 26 -8 -7 10 -3 -11 18 16 24 -16 17 -14 21 -20 -21 23 -23 -1 -15 -12 -6
right_child=1 9 -4 4 5 8 7 -9 -10 11 25 -13 13 14 15 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28
leaf_value=4.3301087897266821e-05 -0.042603580295280517 0.01838017712072065 0.00043618105454500393 -0.024439668721302991 0.043480558920194548 -0.013545096367118368 0.021368808956207807 -0.0087245212818261222 0.014204326391471435 0.029027123192556799 -0.028151726871000329 -0.0024960834970626225 0.020214581861229278 -0.017513249994013848 0.027914243187017365 -0.0078961992311714548 0.025941922097998671 -0.014424604747669918 0.024942251846658558 -0.003733984493883501 0.015844132556017545 -0.0074939797063836334 0.016485190879247012 -0.0066862776550678281 -0.042317127083813355 -0.0059303342835804324 0.025341172817349447
leaf_weight=1804.9407481998205 19.683185920119286 16.985334038734436 16.707238987088203 13.668785393238066 16.896303758025169 19.088745005428791 26.572352647781372 17.202249318361282 19.69293387234211 18.101178735494614 15.566651761531828 15.446613505482672 22.508475929498672 26.315031036734581 13.842916667461393 110.95665512979031 27.48209036886692 43.421373412013054 31.121841639280319 93.982431888580322 59.985341295599937 57.400542631745338 81.41644361615181 272.2220192477107 21.406598001718521 16.44326189160347 17.993075534701347
leaf_count=5385 59 52 50 41 50 65 76 51 72 59 50 52 64 77 39 333 79 128 91 270 183 173 263 834 62 52 53
internal_value=-1.05687e-05 -0.00479781 -0.0227595 0.00019129 0.00991688 0.0139754 0.020587 0.00943604 0.000417469 0.00307834 -0.00458535 0.0143998 -0.000285317 -0.00494546 -0.0108065 -0.00386486 0.00582572 -0.00251035 0.000228925 0.0074488 0.00386647 -0.000372168 0.0065356 -0.000836514 -0.0288094 -0.0169465 0.0343678
internal_weight=2917.05 118.933 36.3904 2798.12 131.114 117.446 78.664 43.7746 38.7817 82.543 48.9952 33.5478 2667 265.933 172.521 124.8 93.4119 65.9298 2401.07 185.09 153.968 2215.98 138.817 2077.16 47.7216 32.0099 34.8894
internal_count=8763 374 109 8389 408 367 230 127 137 265 154 111 7981 782 511 372 271 192 7199 544 453 6655 436 6219 139 102 103
is_linear=0
shrinkage=0.05


Tree=345
num_leaves=18
num_cat=0
split_feature=20 43 11 10 10 7 27 27 40 44 1 7 19 39 40 5 20
split_gain=1.21057 3.41189 3.02636 2.82212 2.19545 1.94053 1.97292 4.87092 4.53077 5.23535 3.17407 3.59578 3.88609 2.04319 5.03714 3.67309 1.76521
threshold=4.7764982782858256 -0.78656609248549303 1.0399114672632768 79.221867489798242 29.232579593867673 92.950647405889342 0.019580596370733151 0.015631386973586594 0.010847213646235766 0.25881904510252057 0.18114866737686083 85.70652617985823 0.90093700544496347 0.016002770235516415 0.014848088340563366 0.066615972584222999 8.8101598866629018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 16 4 -4 -3 6 7 13 9 -9 11 12 -8 14 -1 -15 -2
right_child=1 2 3 -5 -6 -7 10 8 -10 -11 -12 -13 -14 15 -16 -17 -18
leaf_value=3.6403855276873884e-05 0.028889594532176845 -0.0063342610426746042 -0.025118790769357899 0.0016838735762750149 0.016500024526046497 -0.014462435000901963 0.0057748624375797905 -0.020645754942301059 -0.032036616709759463 0.013855014176855258 -0.0089233107174870301 -0.0022815354625911979 0.038881727228598159 0.024038535542040895 -0.0150735432445164 0.0020742332434594136 0.0067174613347787239
leaf_weight=2364.0866252928972 17.742956712841988 16.226640269160271 18.399782821536064 20.223416186869144 28.422673776745796 23.642139822244644 17.329297572374344 23.07360552251339 22.329985842108727 20.700353011488914 20.705684117972851 21.450478255748749 19.050065591931343 23.450711503624916 56.359808437526226 102.9688454195857 19.720406860113144
leaf_count=7186 52 54 59 63 88 80 53 81 82 65 82 79 66 70 200 345 58
internal_value=-9.34281e-06 0.0048856 -0.000698821 -0.0109875 0.00809415 -0.000229022 -0.000101606 -0.000338261 -0.0137277 -0.00422226 0.00769901 0.013742 0.0233074 7.82483e-06 -0.000313972 0.00620389 0.0174004
internal_weight=2835.88 120.736 83.2725 38.6232 44.6493 2715.15 2691.51 2612.97 66.1039 43.774 78.5355 57.8298 36.3794 2546.87 2420.45 126.42 37.4634
internal_count=8763 374 264 122 142 8389 8309 8029 228 146 280 198 119 7801 7386 415 110
is_linear=0
shrinkage=0.05


Tree=346
num_leaves=22
num_cat=0
split_feature=21 42 38 33 37 11 41 40 35 35 14 44 31 21 35 40 40 4 39 42 36
split_gain=1.13162 2.47144 3.59863 2.11296 2.14515 2.68854 1.39247 1.697 2.94107 2.43672 2.73141 2.38685 2.33766 4.48438 2.11274 3.63209 3.16019 0.73699 0.733407 0.351154 0.170446
threshold=-0.034285373851221171 0.60807448166783973 0.029497045026967487 0.01802441896306238 -0.024574642408115129 0.37615413208849063 0.024904675947333487 0.012519367750864348 0.016165577082684072 0.0027749207008627157 0.70709710129461822 -0.37940952255126015 -0.010132526303410116 -0.0259676810428934 0.016468361498650722 0.0059630410797231869 0.0096242493020212028 0.79638417617437607 0.02066338688816113 0.83691662550722923 0.01660220998616169
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 -1 -5 -6 7 12 9 10 -9 -11 13 -2 16 -16 -14 -10 -8 -3 -15
right_child=6 19 -4 4 5 -7 18 8 17 11 -12 -13 14 20 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.034270686654140813 0.017881439470774921 -0.033527793476422971 0.038773647226301208 -0.032849943595997001 0.028425915939762365 -0.010338995319938642 -0.032928150606848901 -0.019766467143437286 -0.032851489607636973 0.063831597994813277 0.020041255951956192 0.012560036321499822 0.00086405063336411907 -0.03455386591183944 0.035297325336926394 0.0030519570882208752 -0.012005912283398913 0 0 -0.0061654689502138827 -0.015635211660886949
leaf_weight=5.8828275464475182 6.4694614000618484 8.4394047949463111 4.7365499623119822 4.0939645739272263 7.9591474290937212 9.7350126765668374 4.6281969845294944 6.0578727219253841 3.7596323359757653 4.7438494395464659 13.767778193578122 4.9412567242979986 678.27107131201774 11.946308546699582 11.395482720807193 38.263990420848131 51.202653860673308 2.592263768427074 2.8263812754303217 1.9654425606131543 2.7926547452807418
leaf_count=74 59 205 34 85 83 125 109 67 73 44 187 69 5907 219 102 426 693 46 56 59 41
internal_value=6.28356e-05 -0.00785121 -0.0008574 -0.00793644 -0.000473636 0.00687891 0.000471251 0.000670031 0.0112977 0.0180244 0.00758863 0.03858 0.000186215 -0.016144 0.000639163 0.0106079 -3.39763e-05 -0.0189746 -0.0208784 -0.028943 -0.0314357
internal_weight=886.471 42.8123 32.4075 27.671 21.7881 17.6942 843.659 836.204 35.8627 29.5108 19.8257 9.68511 800.342 21.2084 779.133 49.6595 729.474 6.3519 7.45458 10.4048 14.739
internal_count=8763 665 401 367 293 208 8098 7933 486 367 254 113 7447 319 7128 528 6600 119 165 264 260
is_linear=0
shrinkage=0.05


Tree=347
num_leaves=10
num_cat=0
split_feature=15 22 2 24 14 15 17 20 40
split_gain=1.1127 1.64394 2.06961 3.13597 2.46675 2.19553 2.7079 1.86749 1.37487
threshold=-0.43164214086754593 -0.14168521995753577 0.024389310306721441 -0.01697615798573315 2.1745792021827017 -0.30793755698360398 -2.0615822825220902 -0.11138892760678978 0.0068297226785239244
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 4 7 -3 -5 -7 -4 -2
right_child=1 2 3 5 -6 6 -8 -9 -10
leaf_value=0.010692349216627541 -0.0005696221693307263 0.021678181511154578 -0.026635934873124968 -0.013192931274759935 -0.0026836104274254743 0.010610649160482754 -1.6903927882236233e-05 -0.0045766205692296356 -0.020995608637924379
leaf_weight=23.984651431441307 16.850613996386528 23.657164707779884 16.878768593072891 30.754616722464561 17.847599491477013 61.188045144081116 2682.3781860694289 23.748368695378304 17.06713630259037
leaf_count=72 48 79 53 89 55 182 8059 74 52
internal_value=-8.30765e-06 -9.91997e-05 2.91807e-05 -0.000132677 0.0111008 6.77254e-05 0.000218671 -0.013907 -0.0110263
internal_weight=2914.36 2890.37 2856.45 2814.95 41.5048 2774.32 2743.57 40.6271 33.9178
internal_count=8763 8691 8591 8457 134 8330 8241 127 100
is_linear=0
shrinkage=0.05


Tree=348
num_leaves=17
num_cat=0
split_feature=41 15 17 20 43 2 19 30 7 27 27 10 16 28 0 41
split_gain=1.18912 2.44823 1.90905 1.26271 3.26929 2.96309 2.06918 2.58101 1.71568 1.92503 4.87192 4.16183 3.2184 2.70254 2.67164 1.65662
threshold=0.00012343902594122124 0.86705892440978005 -0.12443348680660106 4.7764982782858256 -0.78656609248549303 1.0106569525301257 0.96974226731088053 -0.00068801063297112763 92.950647405889342 0.019580596370733151 0.013542136649410971 83.023890616109085 0.081489911814430008 0.087587081252435903 0.80972616474943959 0.0035878458535672686
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 15 6 7 -6 9 10 13 -12 -11 -2 -14 -5
right_child=3 -3 -4 4 5 -7 -8 -9 -10 12 11 -13 14 -15 -16 -17
leaf_value=-0.0108963241638828 8.5330661574509867e-05 -0.022828022379600067 0.011614182949131802 0.028494140014573219 0.010332712583847495 -0.01966773965997614 0.019718928080462751 -0.012409667866631236 -0.013871883390777162 0.020897098468559985 -0.013875001411431062 0.014107408809751197 -0.010477481806084724 0.015843356639614458 0.013015115675054856 0.0068055552268294758
leaf_weight=19.567382775247097 2417.0419979393482 17.255758374929428 17.970561638474464 17.895075812935829 25.375180706381798 15.932401873171328 16.266991004347801 24.293206676840782 22.293865874409676 29.093076050281525 101.25330036133528 15.037728197872637 27.258670203387737 27.429427474737167 21.599450994282961 18.892021045088768
leaf_count=60 7406 54 56 53 82 54 51 73 76 93 330 53 102 81 84 55
internal_value=-9.10789e-06 -0.0072982 0 0.000133036 0.00517823 -0.000330196 0.00428945 -0.000692887 -9.02375e-05 2.48268e-05 -0.000209034 -0.0102046 0.00776185 0.000264838 0 0.0175402
internal_weight=2834.46 54.7937 37.5379 2779.66 118.655 81.8678 65.9354 49.6684 2661.01 2638.71 2560.76 116.291 77.9512 2444.47 48.8581 36.7871
internal_count=8763 170 116 8593 368 260 206 155 8225 8149 7870 383 279 7487 186 108
is_linear=0
shrinkage=0.05


Tree=349
num_leaves=13
num_cat=0
split_feature=28 27 36 33 20 20 28 31 19 3 43 0
split_gain=1.12829 2.34376 2.32634 3.99025 1.64532 1.66833 2.23169 2.7759 2.49778 1.38878 1.3412 1.29008
threshold=0.1057500343987043 0.01864132242979764 0.014797555916272966 0.017178033760963347 -26.062426785557836 -5.6284516826510247 0.067139745446888763 0.01407152653712839 0.95370361805863924 0.049794741925529511 -0.37940952255126059 0.77470661502320337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 -1 9 7 -7 -8 -6 11 -3
right_child=2 10 3 -5 5 6 8 -9 -10 -11 -12 -13
leaf_value=0.025893967543897112 0.038993452736372225 0.017333146593198241 0.030686481560212666 -0.033494962437505431 -0.034981048159676918 0.00050065613893726473 -0.01957272577819625 0.028527532293011706 0.011258935365448343 -0.001918301109477353 -0.033778202582662564 -0.022404700783560105
leaf_weight=6.0753022357821456 5.5591019904240957 3.5811084136366844 4.7175274156033975 4.7571598496288061 6.0728205870836955 791.94191613793373 26.705525099299848 8.8451168891042453 8.4062867378815991 7.2777481377124786 7.8663129815831763 4.3626499325037003
leaf_count=58 60 43 34 76 65 7513 359 86 147 89 166 67
internal_value=6.00264e-05 -0.000169427 0.0135994 -0.00102953 0.000178456 -2.64576e-06 0.000272533 0.000819994 -0.0120382 -0.0174777 -0.019187 -0.00387619
internal_weight=886.169 871.135 15.0338 9.47469 855.325 849.249 835.899 800.787 35.1118 13.3506 15.8101 7.94376
internal_count=8763 8593 170 110 8317 8259 8105 7599 506 154 276 110
is_linear=0
shrinkage=0.05


Tree=350
num_leaves=24
num_cat=0
split_feature=31 23 7 3 3 31 38 26 23 23 3 38 33 3 30 3 43 36 14 18 37 41 8
split_gain=1.11393 5.39356 6.82652 4.82131 4.19812 4.05763 6.11898 5.70065 4.32144 5.91938 3.71147 3.47981 3.36078 8.14328 7.57311 6.13611 4.47924 4.44855 2.70191 2.83935 2.8009 2.52728 2.0768
threshold=-0.001812871709782687 0.023626400614004065 33.2382234238016 0.036694138536262667 0.032729590642715127 -0.0007715410705874153 -0.017881812063667787 0.0071040495415394022 0.024077897388495778 0.032759322707718044 0.026017095402800835 -0.031088296178177096 0.0095147388842541109 0.058746759839346137 -0.0021770919727154988 0.06635998709542669 0.25881904510252091 -0.0087044466396251612 3.0709694493388593 1.1885754025452677 -0.019924708038315194 0.0021864631554385098 -110.43203448148431
decision_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 -1 -3 -4 6 -2 8 10 -10 -8 22 14 16 17 -15 -14 -5 19 20 -13 -6 -7
right_child=5 3 4 12 21 11 7 -9 9 -11 -12 18 13 15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.01910136714967 -0.011949223970278314 0.024148342598525552 0.00042912557013537867 0.0045205066683007555 -0.016641885900369465 0.0039983167595447891 0.025164549304471037 -0.010593970552543994 0.041747745782035564 0.0097959258293075641 -0.0016348199127555409 -0.0082651639364417703 0.0054579375032262033 -0.013604496181362506 0.015194726687653676 0.00034408347590861055 0.025378006166003376 -0.021261968533147775 0.018768953144030372 -0.015879065446771728 0.00020619622765915719 -0.039467232162972543 0.029103661875753296
leaf_weight=13.134786546230314 31.059914737939835 19.665049850940704 18.200623206794262 21.400368481874466 27.83414401113987 18.407179832458496 18.984184354543686 22.137471430003643 30.583542823791504 28.571635469794273 39.023782812058926 103.36201749742031 97.269134968519211 98.003290608525276 25.889275789260864 398.42514528334141 40.269898325204849 71.509922698140144 18.205475121736526 29.559163875877857 1702.4574386104941 23.4926917552948 15.705403476953505
leaf_count=38 88 57 65 61 85 56 68 65 88 84 117 299 283 293 76 1295 126 205 59 89 5043 71 52
internal_value=-7.6831e-06 -0.00152611 -0.0136579 -0.000219745 -0.019937 0.000620816 0.00800888 0.0125002 0.0169117 0.0264421 0.00707794 -4.36817e-05 -0.000866093 0.00057316 -0.00858267 -0.00240172 0.0113408 -0.0152712 -0.000337951 -0.000531213 -0.000276352 -0.0272429 0.0157542
internal_weight=2913.15 855.094 82.6622 772.432 69.5275 2058.06 170.361 139.301 117.163 59.1552 58.008 1887.7 752.767 633.967 118.8 496.428 137.539 92.9103 1853.58 1835.38 1805.82 51.3268 34.1126
internal_count=8763 2655 259 2396 221 6108 510 422 357 172 185 5598 2339 1997 342 1588 409 266 5490 5431 5342 156 108
is_linear=0
shrinkage=0.05


Tree=351
num_leaves=19
num_cat=0
split_feature=10 15 18 31 26 29 14 1 38 11 35 31 1 21 1 12 39 1
split_gain=1.19484 1.38128 5.2426 4.07355 4.5892 5.16414 4.45319 3.67076 2.82658 2.3224 2.28928 2.80419 5.14111 4.09128 2.36824 4.48814 2.67219 2.24076
threshold=88.691940183317357 1.2335554779826619 1.0381111982202136 0.00075693420764647414 0.01915865185959096 0.0089445233651264128 2.0319972169895273 0.08599770844404668 0.04507400313774846 0.95682599646827315 0.0095766070353945371 0.0018410243990681656 0.035735737925438889 -0.030178346615275093 0.13770964538831579 0.066550754139052828 0.0099226339083083107 0.10251860985686144
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 6 5 9 -3 8 -6 -5 14 12 -12 -13 16 -16 -1 -9
right_child=-2 3 -4 4 7 -7 -8 17 -10 -11 11 13 -14 -15 15 -17 -18 -19
leaf_value=-0.00088960828784709909 -0.012877267331428549 -0.022571230728380392 -0.021226490612306734 -0.0048347056968288046 0.0033585501092176112 0.034553482799140826 0.0060453382336722698 0.024107979406883643 -0.020906757265161141 0.018764229167230292 0.031898755794561466 0.017722390665349485 0.005002098077013746 -0.0047701557542310638 -0.025286147267114669 -0.0021516899094686398 0.004362418512821287 0.00025068730580718918
leaf_weight=1832.7056534290314 17.830353289842606 26.253706216812134 29.327687226235867 21.429275020956993 23.115141570568085 27.445171341300011 27.605742231011391 18.818692743778229 24.156859323382378 19.711998000741005 19.881601646542549 23.842762634158134 170.20125770568848 128.84239412844181 27.102501794695854 94.198021315038204 278.87126708030701 21.417378433048725
leaf_count=5559 68 84 99 62 73 85 92 56 78 58 57 75 547 391 113 322 869 75
internal_value=-9.47768e-06 7.0708e-05 -0.000241983 0.00397245 0.00807822 0.0177539 -0.00782708 0.000426017 -0.00895388 0.00636908 -2.86027e-07 0.00380175 0.00785692 -0.00121577 -0.000586319 -0.00737844 -0.000193443 0.011565
internal_weight=2832.76 2814.93 2604.97 209.954 156.095 68.5864 53.8594 87.5081 47.272 41.1413 2575.65 342.768 190.083 152.685 2232.88 121.301 2111.58 40.2361
internal_count=8763 8695 8032 663 487 205 176 282 151 120 7933 1070 604 466 6863 435 6428 131
is_linear=0
shrinkage=0.05


Tree=352
num_leaves=13
num_cat=0
split_feature=35 43 34 22 24 29 27 8 2 3 32 30
split_gain=1.0962 1.49395 1.37232 1.87832 1.5093 3.2681 3.19176 3.49171 2.31152 1.0387 0.480591 0.218251
threshold=-0.027390255266718896 0.78656609248549325 -0.017741982250552842 -0.055287868586225426 -0.0065070282297896463 -0.011761845572619943 -0.0026058174207819712 -127.40006858656598 0.27079744910878517 0.072233288123172049 -0.003365561249083159 -0.0010429552109324852
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 11 6 10 7 -5 -7 -1 -6 -4
right_child=2 -3 3 4 5 8 -8 -9 -10 -11 -12 -13
leaf_value=-0.0012318985708963087 0.02063566353871276 0.01899925400409895 -0.033179666864458501 0.04032387452289754 -0.010602083562447165 -0.020918631315056547 0.044084628709470719 -0.0022251942459451841 0.00054324790559383198 -0.033587446973432258 -0.034162764379999648 -0.0090961825136149053
leaf_weight=4.3281205641105753 8.1087670456618053 2.5802207738161078 4.4293281193822622 5.5307194320484987 4.2141052354127169 12.644022877328096 5.6701957061886779 32.459079958498478 789.38955456577241 7.0176883824169636 7.5112371332943422 2.1415389385074368
leaf_count=78 96 41 98 66 65 178 34 435 7339 161 129 43
internal_value=5.71536e-05 -0.0138027 0.000285764 8.66226e-05 0.000297977 -0.000182413 0.00934596 0.00392762 0.000196103 -0.0218001 -0.0262791 -0.0263341
internal_weight=886.025 13.926 872.099 863.99 857.419 813.759 43.66 37.9898 802.034 11.3458 11.7253 6.57087
internal_count=8763 280 8483 8387 8246 7711 535 501 7517 239 194 141
is_linear=0
shrinkage=0.05


Tree=353
num_leaves=31
num_cat=0
split_feature=44 19 21 42 40 1 30 20 0 6 37 7 29 32 32 1 30 10 15 32 8 6 37 16 42 37 2 14 15 21
split_gain=1.09387 3.76621 3.09679 2.70989 6.28837 4.82472 6.46401 5.03692 4.27869 3.92219 5.23565 4.87683 4.61187 3.49578 5.30288 3.75492 3.4762 4.21128 3.38304 3.32818 3.11418 4.1918 3.414 2.77119 2.62741 4.21899 3.61855 2.5498 2.97515 4.57385
threshold=0.60355339059327384 1.0000000180025095e-35 -0.006838301311121388 0.75650480234886064 0.0051497231819360488 0.08648353026936377 0.0078816678395305321 -1.7596573358784739 0.63714170893332145 70.461726248588192 0.00671535372576726 57.25066591195106 0.013366596187858073 0.00048466981909939694 0.0021572304886343062 0.04283355925836551 0.0076302302162744593 68.005225661826415 1.2123496008522265 0.0018733494918499844 7.5877130603454468 61.124117024976492 -0.0046528604452131797 0.024748396467124321 0.49825886460414565 -0.00045133823954707214 0.33200529274671281 2.3016725040780672 1.1068346815573638 -0.0095993672171636544
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 13 6 7 -6 20 11 -11 -10 -13 -5 15 -15 -7 -18 -8 -12 24 22 -22 -23 26 -26 -1 28 29 -3
right_child=1 27 -4 4 5 16 18 -9 9 10 19 12 -14 14 -16 -17 17 -19 -20 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0030917779044564368 0.022163063436551358 -0.0037741327780333846 -0.0043563309730568585 0.013786879478352131 0.025285318092921217 -0.020747604936721724 0.029237235692428615 0.0018384448113835763 0.0048571399077443353 0.024689591372074205 -0.015378226306989311 -0.023064104529443033 0.0032107708168580963 -0.0113776817305808 0.0076638183493347089 -0.039177550369197733 0.021723778009381949 -0.0017700297720664336 0.0088448020971563877 0.0075377578626654286 -0.0091072707535392802 -0.008722876062334772 0.014543222964569788 0.0053358792262101669 -0.010011329120155198 0.0051205654930175084 0.0036286419774025388 0.012950398094802954 -0.0099207398937697713 0.0064077354387896135
leaf_weight=360.26191015541553 29.251755997538567 492.93544661253691 17.124975875020027 17.19816330075264 26.56882905960083 18.88621062785387 54.308668196201324 167.20719890296459 31.011597320437431 18.73944216966629 35.911506064236164 80.7175682336092 20.61689105629921 53.0654291883111 28.081702068448067 16.105948820710182 22.682770490646362 115.70432302355766 34.00337427854538 27.887502275407314 17.1518215239048 61.446257844567299 119.45588986575603 81.134572923183441 155.08356489241123 64.948890686035156 450.14538716524839 26.069590613245964 125.85949132591486 141.74797451496124
leaf_count=1090 91 1484 55 52 79 59 158 492 93 55 104 235 62 165 86 54 73 370 104 87 52 182 358 247 453 192 1307 81 396 447
internal_value=-6.45608e-06 -0.00153894 0.0122747 0.0006054 0.00360166 0.00632671 0.010239 0.00509044 -0.000479941 -0.00701933 0.00148004 -0.0123549 -0.0176712 -0.00681216 -0.0105167 -0.01797 -0.000660643 0.0020576 0.0214608 -0.00528694 0.000589681 0.00527486 0.0115327 -0.000689669 -0.000675264 -0.00552171 0.000634936 -0.00236117 -0.00289422 -0.00149162
internal_weight=2911.31 832.989 46.3767 2078.33 553.813 439.361 282.088 193.776 1524.51 214.885 82.5385 132.346 101.334 114.451 97.2531 69.1714 157.273 138.387 88.312 63.799 1309.63 279.189 136.608 142.581 1030.44 220.032 810.407 786.613 760.543 634.683
internal_count=8763 2554 146 6209 1692 1335 833 571 4517 636 246 390 297 357 305 219 502 443 262 191 3881 839 410 429 3042 645 2397 2408 2327 1931
is_linear=0
shrinkage=0.05


Tree=354
num_leaves=31
num_cat=0
split_feature=20 44 33 5 38 29 3 29 7 3 29 10 40 39 12 7 34 37 9 21 32 38 43 15 3 0 12 35 35 30
split_gain=1.17243 4.28486 3.85634 5.10189 2.64187 2.81229 5.64395 2.90239 1.84265 5.11904 5.11373 5.03989 4.63147 4.40748 5.13133 4.42681 3.8254 3.37771 3.19603 5.00568 6.69974 4.94044 5.51152 3.7017 3.72057 3.85525 3.66555 3.20342 4.87234 2.41507
threshold=-1.862395191848133 -0.5 0.013907203802245499 0.044475786339977778 0.056943285172126219 0.0063237263631710236 0.055437020254630813 0.014683197058918631 75.409521197435581 0.049190334407441819 0.0024392136272669567 79.890597484453323 0.0066524909854465044 0.0065659476477993211 0.052645033648195415 83.206225430328644 -0.0024411736993086848 0.011488096368276303 -39.555966317518887 -0.019973081710825989 -0.0017944706191724664 0.04362867292218154 -1.0000000180025095e-35 0.62280059833981138 0.032266835123050737 0.62263831168356931 0.049691637567672489 0.010454984721513962 0.0013075075208365263 0.0071983409826464608
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 -7 18 10 -10 17 16 15 -15 -14 -11 -12 23 20 -20 22 -21 27 -25 -26 -22 28 -2 -13
right_child=8 4 -4 -5 -6 7 -8 -9 9 12 11 29 13 14 -16 -17 -18 -19 19 21 26 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.015398727385977291 0.0012604583390399594 -0.011294284574141096 -0.023243684320327505 0.014576527394929926 -0.0057772455513821208 0.028803890629620899 0.01962071581032666 0.0037625344722618083 0.015577138856831159 -0.0084279010268940874 -0.0064210646781094538 0.018528379692295538 -0.021679331279735682 -0.0099356425411919885 0.0068696210183662107 0 0.018203180746894178 -0.022006645164297303 0.028879735437399641 0.015950710336257432 0.0046070619185242245 -0.010567637900975906 0.0029838971896553098 0.015040905942551747 -0.014456009464076944 0.00084343150440814411 -0.0093453418424713375 0.0099880719434351731 -0.0065238907486443315 -0.0053953253224992611
leaf_weight=25.466066062450409 884.30162455886602 28.561948105692863 22.325661920011044 31.750988468527794 24.594529584050179 35.418970510363579 30.152883008122444 17.940085932612419 19.062856093049049 17.31637316942215 58.695530414581299 16.226158887147903 47.812174342572689 64.185963362455368 153.9400572553277 45.871505737304688 56.829570636153221 89.621573276817799 15.8543204665184 153.74225700646639 69.966527789831161 35.370948724448681 177.95561245828867 16.96870069205761 121.10705241560936 61.438270516693592 141.23203016072512 77.575243659317493 259.90675550699234 29.296945095062256
leaf_count=79 2731 86 72 95 77 106 96 54 57 49 174 54 153 210 499 153 165 282 49 445 206 116 539 53 382 182 444 248 811 96
internal_value=-1.079e-05 0.00352501 -0.00565856 0.00114437 0.00890675 0.012176 0.00450341 0.0205009 -0.000305251 -0.00274131 -0.00896516 -0.0114113 0.000680402 -0.00197763 0.00189929 -0.0110501 0.0119133 -0.0158809 0.000416217 0.0034972 -0.00232107 0.0071094 0.00901209 -0.000868312 -0.00718155 -0.00928174 -0.00469949 0.000159035 -0.000503801 0.00304432
internal_weight=2830.49 216.211 79.5427 57.2171 136.668 112.074 58.7148 53.3591 2614.28 598.859 212.903 193.84 385.956 311.81 218.126 93.6837 74.1459 148.317 2015.42 594.122 227.053 367.069 331.698 1421.3 199.514 182.545 211.199 1221.78 1144.21 45.5231
internal_count=8763 665 246 174 419 342 182 160 8098 1892 663 606 1229 1015 709 306 214 456 6206 1799 699 1100 984 4407 617 564 650 3790 3542 150
is_linear=0
shrinkage=0.05


Tree=355
num_leaves=9
num_cat=0
split_feature=17 20 17 17 0 19 21 16
split_gain=1.10002 1.75532 1.66386 2.01032 4.76163 1.52898 0.437439 0.363965
threshold=2.8981618348204834 17.314721485414591 2.7397795083678367 2.4817138326577406 0.98813234992567367 0.99938347718865661 -0.0013028203387043325 0.036234423863253089
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -2 -5
right_child=6 -3 -4 7 -6 -7 -8 -9
leaf_value=0.00074992209857390379 -0.032805264491793856 -0.026095055003861219 0.024418235210183065 -0.010846662487539955 0.045210533801582103 -0.0072677666210033721 -0.0049451573123816504 -0.034320057391715321
leaf_weight=787.39906227216125 3.3588899308815598 6.1872956287115803 7.0624293722212306 4.1109788585454208 5.802750512957572 64.193486862815917 3.281663315370678 4.3998414427042007
leaf_count=7598 55 97 66 44 49 751 47 56
internal_value=5.72114e-05 0.000217088 0.000412274 0.000207908 0.000454999 0.000138892 -0.0200566 -0.02382
internal_weight=885.796 879.156 872.969 865.906 857.395 851.593 6.64055 8.51082
internal_count=8763 8661 8564 8498 8398 8349 102 100
is_linear=0
shrinkage=0.05


Tree=356
num_leaves=27
num_cat=0
split_feature=27 27 33 44 31 28 1 3 29 35 7 38 28 1 25 27 3 42 38 7 21 28 28 39 44 14
split_gain=1.09643 5.4934 7.87509 5.1748 4.84236 6.69303 4.42333 4.42099 3.95788 4.65373 4.13743 3.82749 5.27892 10.775 5.019 3.47696 5.06901 3.37911 3.257 3.24636 2.93491 3.84575 2.7887 2.722 2.69193 2.48482
threshold=-0.0029875203109972601 -0.0024024923975114578 0.0101253338630916 -0.9159756150367534 0.00040847133744866638 0.018754816007185284 0.096635755749557642 0.061329133869118611 -0.0033819547668976209 -0.013089437260105917 31.835520053038078 -0.0039825153204406374 -0.0026984797085474132 0.04283355925836551 -0.011547436094661401 -0.0015342868435108154 0.044203830039639798 0.30396867011863243 -0.017881812063667787 28.385840739091091 -0.033149079124906132 0.073438304126935042 -0.028123411753911694 0.01121676166431235 -0.70710678118654757 1.0152196020975353
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 6 11 -6 7 18 9 23 19 12 14 -14 -5 25 -17 -2 -1 -10 21 -12 -13 -3 -22 -11
right_child=1 8 -4 4 5 -7 -8 -9 10 15 20 22 13 -15 -16 16 -18 -19 -20 -21 24 -23 -24 -25 -26 -27
leaf_value=-0.02114435462124192 -0.011996160734360205 0.015581929543557993 0.0050504080576307944 -0.00072666860677911109 0.0013427412412600574 0.034171625174321998 0.0090820385700029361 -0.032990522479887228 0.0011281242276064058 -0.0094427652319592562 -0.014553731019632463 0 0.016014410420060205 -0.019028143988323129 0.010408083442143435 0.013630910613562825 -0.010481608106473819 -0.041175530230261603 0.0052876184984631388 0.028388691900922705 0.0042909589058792285 0.0052565852172831995 0.028359017572066283 -0.008969174881180873 -0.00032411442773144024 -0.035217461835939427
leaf_weight=20.81210857629776 18.669563964009285 33.4786227196455 30.419488057494164 285.59581686556339 34.360306471586227 28.746485888957977 24.125947192311287 24.056760355830193 20.996180661022663 18.62405800819397 70.610369555652142 14.158678978681563 30.332846984267235 77.610678240656853 156.02023730427027 26.177953615784645 124.29853311181068 22.952838018536568 25.788867846131325 23.613857999444008 418.49841575324535 36.962426587939262 22.480883151292801 16.65263906121254 1282.4187374338508 20.358732789754868
leaf_count=59 53 96 89 912 99 92 78 73 66 52 228 50 88 232 490 77 353 68 73 71 1236 115 64 50 3841 58
internal_value=-5.20515e-06 -0.000576054 -0.0141421 0.00164866 0.00324778 0.0164065 -0.00924506 -0.0155775 -0.000105993 -0.00615399 0.000673555 0.0018201 0.000765893 -0.00912897 0.00319732 -0.00974901 -0.00624735 -0.0282672 -0.0064299 0.0157013 0.000299254 -0.00770183 0.017451 0.00732537 0.000808637 -0.0230872
internal_weight=2908.82 2164.73 72.0419 744.09 649.306 63.1068 94.7837 70.6577 2092.69 239.591 1853.1 586.199 549.56 107.944 441.616 189.459 150.476 41.6224 46.601 44.61 1808.49 107.573 36.6396 50.1313 1700.92 38.9828
internal_count=8763 6453 210 2310 2027 191 283 205 6243 686 5557 1836 1722 320 1402 540 430 121 132 137 5420 343 114 146 5077 110
is_linear=0
shrinkage=0.05


Tree=357
num_leaves=13
num_cat=0
split_feature=33 27 33 21 33 41 5 28 39 5 3 39
split_gain=1.15438 3.9762 1.48218 7.43319 3.13086 3.48518 1.6443 4.89485 4.8981 3.76083 4.00266 2.82391
threshold=0.0042703287206451923 0.0016030645868428061 0.0050253463905245632 -0.0077991028312612573 0.0054637429555784737 0.001185319869509806 0.024713127901306982 0.036741189352490725 0.0029655066439390381 0.027832889760787616 0.033551955257430897 0.0032181274883433023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 7 8 -6 10 -8 -11
right_child=2 -3 4 -5 6 -7 9 -9 -10 11 -12 -13
leaf_value=-0.03187167194430858 0.025786398052076706 0.0096634569471732903 0.00081719572025292083 -0.016120477524705201 0.0094572155811863401 -0.027069745224144261 0.015041932249478522 0.026491941625000195 -0.0032626078890902865 -0.0053446512206602043 -0.010367174307974505 0.00079394072452121194
leaf_weight=11.478412307798864 26.629753053188324 11.141921058297156 21.641622468829155 17.28483022749424 126.06629905104637 22.392163708806038 17.109057560563087 21.44760674238205 188.36010040342808 206.41269109398127 145.45815671980381 2012.1411345414817
leaf_count=71 81 34 69 59 375 71 50 60 559 622 472 6240
internal_value=-1.40131e-05 -0.0112405 7.51373e-05 0.00917906 -6.81783e-05 -0.0132798 0.000144581 0.00342035 0.00182277 -0.000315514 -0.0076547 0.000220342
internal_weight=2827.56 22.6203 2804.94 43.9146 2761.03 44.0338 2717 335.874 314.426 2381.12 162.567 2218.55
internal_count=8763 105 8658 140 8518 140 8378 994 934 7384 522 6862
is_linear=0
shrinkage=0.05


Tree=358
num_leaves=9
num_cat=0
split_feature=33 12 5 1 42 18 20 21
split_gain=1.1401 1.55235 3.5159 1.52097 2.64568 2.15162 1.69863 0.561021
threshold=0.0035941919965311211 0.016705020884912946 0.013064596387952704 0.014920371679028084 0.49825886460414565 1.2073454931770671 17.314721485414591 0.00089772857442038895
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -5 -7
right_child=1 2 3 5 -6 7 -8 -9
leaf_value=0.022031327448009393 -0.02745165380569118 0.028227292399369781 0.0049088731535095022 0.00051532794364583345 -0.03126022126726536 -0.034009779781381443 -0.02584648702506866 -0.005992497851207995
leaf_weight=5.7707591224461785 5.0482776798307887 10.860377248376606 9.3221283601596969 829.04882086720318 10.389554202556608 5.5845902375876886 6.0513925030827513 3.387309355661273
leaf_count=35 36 54 72 8243 96 85 97 45
internal_value=6.75301e-05 -7.33564e-05 8.20701e-05 -0.000269239 -0.0139642 4.62729e-05 0.000315244 -0.0241658
internal_weight=885.463 879.692 874.644 863.784 19.7117 844.072 835.1 8.9719
internal_count=8763 8728 8692 8638 168 8470 8340 130
is_linear=0
shrinkage=0.05


Tree=359
num_leaves=11
num_cat=0
split_feature=38 27 28 7 28 5 28 31 3 31
split_gain=1.07204 2.15512 3.21348 2.54245 2.49927 6.11684 9.21638 6.05722 5.1495 4.72025
threshold=-0.11707091287884878 -0.022441876307471447 -0.14855972285802657 26.419955547695633 -0.026280887284001398 0.045864380314610605 -0.046156044419480936 -0.012321202874117735 0.060254712912133197 -0.0098431639785578149
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -4 -6 -7 -9
right_child=1 2 4 -5 7 8 -8 9 -10 -11
leaf_value=0.01085192590019749 0 -0.019120074512309168 -0.031102942073553852 -0.024708384074717205 -0.028642517774498357 0.029267609077446778 0.0038027189215446909 0.021749007772744008 0.0059463174182170448 -0.00031280046233246334
leaf_weight=22.452200755476952 22.470187351107597 21.538821667432785 26.907985150814056 19.152140811085701 18.622934564948082 26.915355384349823 62.408497959375381 24.38455368578434 203.00743035972118 2458.2291734665632
leaf_count=70 74 71 80 67 55 92 194 79 693 7288
internal_value=-5.22262e-06 -9.18644e-05 7.19995e-05 -0.0113739 0.000221007 0.00438747 -0.00668026 -0.000308924 0.00870964 -9.32253e-05
internal_weight=2906.09 2883.64 2842.01 41.6223 2820.48 319.239 89.3165 2501.24 229.923 2482.61
internal_count=8763 8693 8552 141 8481 1059 274 7422 785 7367
is_linear=0
shrinkage=0.05


Tree=360
num_leaves=15
num_cat=0
split_feature=10 10 16 42 27 27 31 1 1 19 27 19 2 28
split_gain=1.13886 1.31484 2.42413 2.35272 1.91771 4.4853 4.79403 6.71433 2.69383 2.07392 2.015 6.20935 2.85561 1.74801
threshold=88.691940183317357 83.680642714758449 0.089943606198763237 0.87830077348801616 0.020759568139442169 0.014974756887959543 0.018500982756248667 0.10755508692499359 0.18114866737686083 0.92568573981285962 0.012292226472267555 0.89064253701883267 0.93257210390565093 0.1057500343987043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 10 9 -8 13 -7 12 -12 -1 -6
right_child=-2 2 -4 -5 8 6 7 -9 -10 -11 11 -13 -14 -15
leaf_value=0.00011258434358141598 -0.012610100175266948 0.028952615581224778 -0.0082059861396545659 0.0041831655816658379 0.025984829066649524 -0.027749537382104457 0.027601978282406639 -0.017054454536143449 -0.0072941708642860915 -0.0099956948232397518 -0.0069998715818372255 0.019207564406385304 -0.011217908105530586 0.0044302728056413018
leaf_weight=2443.7961557880044 17.732672777026892 16.16970956325531 16.891182921826839 24.84918649494648 21.274543464183807 31.010550372302532 16.499124959111214 16.880113512277603 17.135195843875408 37.990603215992451 40.623012453317642 50.185899689793587 56.791607640683651 18.033342301845551
leaf_count=7506 68 52 73 79 67 109 50 55 62 125 123 149 186 59
internal_value=-1.29375e-05 6.52763e-05 0.00751573 0.0141156 -9.00538e-05 -0.000283127 -0.0105431 0.00488608 0.00902026 -0.0180756 0.000120684 0.00743397 -0.000143185 0.0162594
internal_weight=2825.86 2808.13 57.9101 41.0189 2750.22 2693.78 102.38 33.3792 56.4431 69.0012 2591.4 90.8089 2500.59 39.3079
internal_count=8763 8695 204 131 8491 8303 339 105 188 234 7964 272 7692 126
is_linear=0
shrinkage=0.05


Tree=361
num_leaves=14
num_cat=0
split_feature=14 16 15 13 4 25 41 28 35 34 15 15 23
split_gain=1.07792 1.11563 1.25438 3.24953 2.86419 3.06294 2.68661 2.3015 1.99583 1.72209 1.21625 0.701353 0.113353
threshold=0.014095827087638851 0.0070184647095794042 -0.050841563829738028 -1.3095966731494781 0.34034015135690959 -0.0097283595988642453 0.0018369425965739301 0.012292449956393879 -0.019633295292737215 -0.015136646964703791 0.34115062164482862 -0.078826957379545773 0.0278508421011683
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 7 5 6 -3 -4 10 -10 -5 -7 -6
right_child=1 2 3 8 12 11 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.018347903137767411 0.014566658555676638 0.018956604225967746 0.0047287035868419265 0 -0.016180118514142042 -0.034285751468282555 -0.0038861816836635726 0.039149847378191854 0.024041014932858866 0.00018770920523521997 -0.034785447527463313 -0.004760738894813682 -0.034177656595757479
leaf_weight=7.7717222124338141 13.272530257701872 16.869447177276015 11.294795610010626 3.9756555184721929 2.7165841534733755 8.043138802982865 52.683828359469771 9.005068149417637 7.5531713142991057 734.73825607076287 6.4275124110281467 3.2759693078696719 7.6738620167598128
leaf_count=70 65 182 83 47 34 140 867 49 78 6894 78 35 141
internal_value=6.41251e-05 0.000234958 7.41935e-06 0.00066795 -0.00552714 -0.0022688 0.00160158 0.0203602 0.000127583 0.000440369 -0.0215061 -0.026295 -0.0301479
internal_weight=885.302 877.53 864.257 772.994 91.2628 80.8724 69.5533 20.2999 752.695 742.291 10.4032 11.3191 10.3904
internal_count=8763 8693 8628 7229 1399 1224 1049 132 7097 6972 125 175 175
is_linear=0
shrinkage=0.05


Tree=362
num_leaves=13
num_cat=0
split_feature=16 1 16 24 37 40 40 19 40 35 18 16
split_gain=1.05985 2.25566 1.9865 2.38093 3.11182 1.68359 5.02824 7.84788 4.60385 4.87122 4.2638 1.9205
threshold=0.0070184647095794042 0.013179427324124379 0.010655420698068692 0.0013923709561360885 0.00065615088356285611 0.0040381606014398786 0.0032736909565163354 0.39874725389685323 0.004220762241510123 0.00085863433995703186 0.088783612446432777 0.025421795333412437
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -4 9 -7 -8 -10
right_child=1 2 5 4 -6 8 10 -9 11 -11 -12 -13
leaf_value=-0.011878055622633625 0.015044085614789392 -0.024109177586186317 0.012262577048474166 0.012299730005140268 -0.017951904763728165 -0.032637916087562495 -0.012834623917132313 -0.016349540730590299 -0.0024837074969432599 0 0.01217074166902635 0.00078467209571444335
leaf_weight=18.580617614090443 24.83466812223196 18.473449200391769 39.588154301047325 18.109368070960045 15.778947979211805 22.315977931022644 19.018963620066643 60.032421313226223 587.67126193642616 23.847879990935326 146.50821401178837 1909.6466759368777
leaf_count=70 91 58 122 55 54 66 55 213 1686 69 426 5798
internal_value=-5.23863e-06 6.98818e-05 -5.88746e-05 -0.00969997 -0.00165019 0.000119425 0.00391139 -0.00492836 -0.000274045 -0.0159029 0.00926144 1.34831e-05
internal_weight=2904.41 2885.83 2860.99 52.3618 33.8883 2808.63 265.148 99.6206 2543.48 46.1639 165.527 2497.32
internal_count=8763 8693 8602 167 109 8435 816 335 7619 135 481 7484
is_linear=0
shrinkage=0.05


Tree=363
num_leaves=16
num_cat=0
split_feature=31 21 40 40 31 20 20 20 3 3 33 30 28 5 40
split_gain=1.13806 1.96639 1.90574 5.75122 3.51677 3.10576 4.0124 2.88701 2.79523 6.78268 5.23737 3.96488 3.91509 3.82544 2.18102
threshold=0.021325839060730514 -0.0094916221677812801 0.015169236847580049 0.016684974784509959 -0.02130081033678435 -0.16660443116753834 0.95074620063214965 -0.80612635858941106 0.11263952979781101 0.098689519057163513 0.018888501636718572 -0.014189649903790227 -0.010400636851503305 0.063039763603287294 0.021367037060538125
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 7 14 -5 9 10 -6 -10 -13 -11 -7
right_child=1 -3 3 5 8 6 -8 -9 11 13 -12 12 -14 -15 -16
leaf_value=0.020481221710177414 0.01732917190304983 -0.0044348187985575067 -0.028348896511175833 -0.004119863255092066 -0.00016166012015252239 -0.0065228163595485696 0.011201750521891674 0.025570075585046738 -0.0082797804981713484 0.0021957911447366501 0.014454814875516718 0.032917750241716767 0.0035599249522528216 -0.020216132484097548 -0.029616671368079179
leaf_weight=20.980563700199127 24.426215678453445 17.418928697705269 23.638615466654301 14.879574194550512 2421.7261246144772 27.039430841803551 19.961409457027912 17.393634431064129 20.014971151947975 26.388040602207184 62.767926394939423 22.791663587093353 23.434785202145576 64.726201474666595 17.189725607633591
leaf_count=64 80 56 95 46 7434 88 70 61 71 80 191 79 70 207 71
internal_value=-1.13328e-05 0.00816127 -0.000136304 -0.00629547 0.000139843 -0.000815699 -0.00722294 0.0117566 -2.05775e-05 -0.000283472 0.000206163 0.010111 0.0181824 -0.0136752 -0.0156576
internal_weight=2824.78 41.8451 2782.93 120.102 2662.83 96.4638 64.1906 32.2732 2641.85 2575.61 2484.49 66.2414 46.2264 91.1142 44.2292
internal_count=8763 136 8627 431 8196 336 229 107 8132 7912 7625 220 149 287 159
is_linear=0
shrinkage=0.05


Tree=364
num_leaves=30
num_cat=0
split_feature=21 17 20 25 27 16 29 2 21 30 28 39 16 21 28 28 36 28 34 41 21 38 31 31 30 13 0 23 4
split_gain=1.09197 3.65985 3.84475 2.83962 4.07644 2.23264 3.22198 2.09428 1.53151 5.33314 4.41486 4.21311 4.52634 1.8346 2.79262 5.97258 4.69878 3.04047 3.20768 2.29028 2.21192 8.47247 1.84411 2.43669 2.18519 0.76623 0.531483 0.450279 0.220979
threshold=-0.030690498803829982 -0.17713404575390684 0.81733215133693593 0.0023719272196376017 0.00012901296753284084 0.039751223472205881 -0.0039108323180928042 0.46713986400173696 -0.025449332415642126 0.0084092578100736833 0.048356399128317816 0.0086443395119349137 0.025082460410213971 -0.021370699897252165 0.016713411346046859 0.032568328224804599 0.0027299138555789697 -0.012210989686116173 0.0016220086719849205 0.0017338406274355757 -0.020769010554556377 -0.0068589363800093941 -0.010132526303410116 -0.0088281796337112989 -0.028350495148184426 -1.4023174305089869 0.47439946180867343 0.024578411776088237 0.78562772469318765
decision_type=2 2 2 2 2 2 2 2 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 7 -5 -1 -7 -3 9 10 11 12 -2 14 17 16 -16 18 -10 -17 21 -15 24 -24 -22 -4 -13 -19 -6
right_child=8 3 25 4 28 6 -8 -9 13 -11 -12 26 -14 20 15 19 -18 27 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=-0.00086115360646886105 -0.0077905584758597964 0.00018636494662520095 -0.00053287208922417611 0.061971324024503706 -0.030681927067416362 0.0042516086373291795 0.054236094122148332 -0.034608643132694121 -0.02188908150240031 -0.033698790695411034 0.043447146894758593 -0.034603466733228505 0.029099302831054816 0.06860815273810171 0.041227081668791556 0.012037325669021881 -0.01169723716829686 -0.01599112020023882 0.026408250121980587 -0.026456417666567391 0.011710954800044355 -0.007409095251671334 0.026374225630054367 0.00041605069475728713 -0.023129336810518156 -0.033842591444642814 -0.0072517210774915748 -0.035680124325004253 -0.0029784236716600002
leaf_weight=10.961941905319692 13.465876003727315 5.2541120238602224 2.9145756084471941 2.3273510355502358 2.1333392858505253 6.8397581204771978 6.4615562334656715 18.601977983489633 7.5181802418082935 6.5658897170796982 10.003944208845494 5.1435555536299926 20.785064289346337 5.5215075407177219 11.680433247238399 4.8764737416058805 6.2629374358803025 5.295508939772847 6.1648487020283937 15.42888304684311 5.8851438146084574 10.214330052956935 9.0813367925584298 643.72090260032564 16.546692200936377 5.6610526768490654 3.5965145565569401 14.40167869441211 1.7560144336894152
leaf_count=96 107 70 51 28 57 77 43 343 103 127 65 70 150 49 87 44 61 53 66 173 79 91 95 5954 290 95 41 148 50
internal_value=5.8964e-05 -0.00627821 0.00513912 -0.0188871 0.0105079 0.015427 0.0291299 -0.0267678 0.00055067 0.00826604 0.0136132 0.00647011 0.0144699 -4.63687e-05 -0.00766363 0.00144226 0.0225149 -0.0182201 0 -0.0169532 0.00073703 0.0192135 0.000296265 0.000788805 -0.0137554 -0.0232347 -0.0241233 -0.0307469 -0.0198155
internal_weight=885.071 62.9117 32.8389 30.0728 6.2167 24.2633 13.3013 23.8561 822.16 59.5608 52.995 42.991 34.2509 762.599 71.6289 38.2487 17.9434 33.3802 13.683 20.3054 690.97 15.7358 675.234 652.802 22.4318 8.57563 8.74007 19.6972 3.88935
internal_count=8763 910 362 548 135 216 120 413 7853 560 433 368 257 7293 735 365 148 370 169 217 6558 140 6418 6049 369 146 111 201 107
is_linear=0
shrinkage=0.05


Tree=365
num_leaves=9
num_cat=0
split_feature=28 40 24 38 27 28 1 7
split_gain=1.03793 2.86558 1.81405 1.21673 2.33078 2.96521 2.7496 2.07666
threshold=0.11463978327039731 0.011591995535162681 0.046733664364439091 -0.11707091287884878 -0.022441876307471447 -0.14855972285802657 0.14273060193474266 26.419955547695633
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 -6 -7 -5
right_child=1 -3 -4 4 5 6 -8 -9
leaf_value=0.011729779606142873 -0.025641893795016094 0.004794492867391237 0.015566250738397758 -0.0011061245559666354 -0.01901987587698668 -7.3709296035067847e-05 0.0088782561836568651 -0.023943174035685015
leaf_weight=21.795584946870804 14.128991380333902 16.412227481603622 18.712768092751503 21.700592204928398 20.089501336216927 2682.7921820804477 88.482204876840115 19.101670399308205
leaf_count=68 47 55 73 70 66 8006 311 67
internal_value=-5.22829e-06 -0.00916055 9.06828e-05 -9.57692e-06 -0.000102096 6.97482e-05 0.000210618 -0.011952
internal_weight=2903.22 30.5412 2872.67 2853.96 2832.17 2791.36 2771.27 40.8023
internal_count=8763 102 8661 8588 8520 8383 8317 137
is_linear=0
shrinkage=0.05


Tree=366
num_leaves=27
num_cat=0
split_feature=20 28 28 28 28 32 20 40 24 27 3 28 28 5 3 42 4 27 39 40 30 27 3 33 30 18
split_gain=1.14416 4.33576 3.81782 4.96708 6.03408 5.73579 3.60219 2.36493 2.17747 2.27022 5.84549 5.80558 5.59509 11.2645 8.24785 5.40967 5.15291 5.02188 4.21492 3.12683 4.69823 3.91362 2.13378 1.01869 0.83679 0.465029
threshold=-1.862395191848133 -0.026280887284001398 -0.013607878972785455 0.016343840612754467 0.071058201306621702 0.0022494030388126285 -3.0119333755006545 0.0092893397687734153 -0.022162966821130444 -0.010362793760692329 0.08012925940895832 -0.12749928364775812 -0.03944444709354044 0.048837245314428207 0.11519043146171358 0.22089651709904815 0.35286699020836371 -0.014603242327420244 0.0080881679498558939 0.014181039404438496 0.02169416368651721 -0.0076870606104585595 0.038429793795944044 0.025245251627597512 0.018862269733627264 0.46138612180811195
decision_type=2 2 2 2 2 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 5 6 22 -5 -1 23 10 15 -12 13 16 -15 18 -11 -13 -10 21 -21 -14 -4 -2 -6 -17
right_child=8 2 3 4 24 -7 -8 -9 9 12 11 17 19 14 -16 25 -18 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=-0.027983956164766351 0.0032325748312891987 0.027745115457349458 -0.0080411264552558443 0.011746937717570108 -0.013737722021377564 -0.026982763868957167 0.037413405498173576 -0.0011365724188254908 0.015473901114839914 0.012225804146589877 -0.023653968164618601 0.015244684579897919 0.012136218654991943 -0.010081415207212646 0.020367531560572354 -0.038636684168207099 0.050066088794206931 -0.0095536360900159017 -0.022759007845245163 -0.018645624553769492 0.013923678422106612 -0.00069683357445196614 0.014028393399423267 0.02152307743655545 0.0018511730852468853 -0.023323695522395101
leaf_weight=14.564973846077917 15.840314149856569 19.048270642757416 19.647889226675034 41.908763989806175 16.543285861611366 22.403971120715141 20.99394753575325 19.568948201835155 14.63812141865492 16.915077164769173 19.704706080257893 56.512583903968334 60.976263202726841 61.983733415603638 34.533418476581573 19.646292790770534 20.427707105875015 31.595354318618774 13.931849941611288 50.457741290330887 13.920480497181414 2149.9638483598828 24.09066042304039 16.100943997502327 16.790179550647736 10.416261456906794
leaf_count=55 53 56 59 127 49 70 61 64 48 51 77 179 191 195 120 90 60 110 55 190 47 6533 69 47 55 52
internal_value=-1.04604e-05 0.00348774 0.00658254 0.00405369 0.0113176 -0.00644086 0.0204383 -0.0127867 -0.000301688 -0.000464694 -0.00611083 0.000757791 -7.23019e-05 0.00985571 0.00077114 -0.0188057 0.0331376 0.00629462 -0.00300993 -0.000658985 -0.011515 -0.000340112 0.00400471 0.0126469 -0.00575394 -0.0335916
internal_weight=2823.13 215.561 181.427 162.379 96.2362 66.1425 62.9027 34.1339 2607.56 2575.62 166.445 107.813 2409.18 133.86 96.5172 58.6325 37.3428 88.1079 28.57 2275.32 64.3782 2210.94 43.7385 31.9413 33.3335 30.0626
internal_count=8763 665 546 490 292 198 188 119 8098 7998 611 366 7387 426 315 245 111 289 103 6961 237 6724 128 100 104 142
is_linear=0
shrinkage=0.05


Tree=367
num_leaves=16
num_cat=0
split_feature=28 34 36 36 20 10 19 25 28 2 19 2 40 28 10
split_gain=1.06646 2.08375 1.658 1.61499 2.78854 4.6512 1.95439 3.22937 2.63877 2.56502 4.02326 3.27256 1.90322 1.59383 1.40953
threshold=-0.12749928364775812 0.013906077605026048 0.041761614254690278 0.027813553469027589 2.4094917374864031 74.410179809783912 0.96974226731088053 -0.0030856002311541245 0.014673524016921305 0.74934920493457302 0.84941379012592277 0.68662137751812147 0.0086029158916219161 0.11463978327039731 78.736889760808666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 12 9 -8 -9 11 -11 -2 -5 -4 -6
right_child=2 -3 13 4 14 -7 7 8 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.03326863754423464 0.0007610236463117862 0.019991256446619827 -0.033550499407036798 -0.01495517133771075 0.0085799224757220731 0.050810395015486176 0.031262499728424022 0.0010000600885622447 -0.017747882912094913 -0.015540783120341146 0.016952314021521968 -0.014679225497761293 0.01860052573874801 0.0085618610516064713 -0.02687298440893425
leaf_weight=6.0680789528414589 652.27422279305756 2.4123313464224339 6.789305408485232 6.9409833364188733 4.9786344394087774 8.1619011871516687 4.9239368336275211 31.449211766012013 44.704875260591507 11.572777617722748 49.144944623112679 36.121076267212629 10.215192057192324 3.0376545954495668 5.8036406245082617
leaf_count=145 6186 30 152 63 45 79 50 286 600 105 412 397 120 32 61
internal_value=5.49764e-05 -0.0174792 0.000232381 0.000470794 0.0108089 0.0199212 1.39792e-05 -0.00734903 -0.00994885 0.000818441 0.0106616 -4.39003e-05 0.00472694 -0.0200742 -0.010115
internal_weight=884.599 8.48041 876.118 866.291 36.1004 25.3181 830.191 81.078 76.1541 749.113 60.7177 688.395 17.1562 9.82696 10.7823
internal_count=8763 175 8588 8404 368 262 8036 936 886 7100 517 6583 183 184 106
is_linear=0
shrinkage=0.05


Tree=368
num_leaves=26
num_cat=0
split_feature=14 9 42 2 40 19 4 14 1 1 43 21 2 21 39 25 7 39 36 43 11 36 28 27 44
split_gain=1.07211 2.05814 3.0922 3.70887 2.05558 1.51058 1.41568 1.38475 2.54009 5.16342 4.66848 3.78625 3.59724 1.48395 4.73135 6.72592 7.3671 5.1135 3.0596 2.79891 5.48778 5.26079 6.76385 4.68039 2.74225
threshold=0.10415569540693335 -39.242720030769043 0.52717883761104012 0.48675452257732593 0.0064682002196762055 0.60061773619877579 0.43476369413901034 0.20137802797167201 0.047133230009049613 0.055602434924937702 -0.37940952255126059 -0.020505166602779668 0.51510323065599384 -0.019171047732634675 0.0064967111997229184 -0.016204771969990182 32.880630953353766 0.0072501177950404947 0.013170015607110621 -1.0000000180025095e-35 -0.27298805707068768 -0.040496431007141946 -0.020010042190001482 -0.008488954808054068 0.60355339059327384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -4 -5 8 11 -10 -11 -2 -13 14 15 -9 -17 24 -19 20 -15 -21 -23 -22 -16
right_child=7 4 5 6 -6 -7 -8 13 9 10 -12 12 -14 19 17 16 -18 18 -20 21 23 22 -24 -25 -26
leaf_value=-0.010759178978908088 -0.017241207455361635 0.0012758753550750506 -0.0019799377184509109 0.028744238073350012 0.024925677054389386 -0.020860873063156472 0.0083035478459004535 -0.024105777583877247 -0.037190038671394393 0.016976922171943052 -0.015575973653534287 -0.0035424587522664822 0.021427016798553272 0.02078025300460222 -0.007092152078759054 0.030589592844688603 0.0054692519558519684 0.0031292103727509398 -0.007208201549152549 -0.02126665849535235 -0.014109097955024037 0.013037629244419422 0.00012407279045691138 -0.0021668203897535318 -0.029454107281905246
leaf_weight=16.103616490960121 20.747326910495758 17.471014946699142 31.128509357571602 16.553246229887009 20.468196734786034 16.539804965257645 19.357461273670197 16.894986212253571 15.773543313145636 16.745561391115189 31.400454044342041 31.744870841503143 25.891427278518677 23.812866508960724 42.245519608259201 32.688043296337128 277.6439736187458 304.10662062466145 93.392407760024071 25.461392492055893 92.364234283566475 115.58133828639984 828.21499846875668 748.33051612228155 20.91124926507473
leaf_count=53 59 52 93 49 66 50 57 49 46 53 97 92 73 75 123 95 806 937 292 79 294 392 2496 2223 62
internal_value=-4.86118e-06 0.00429893 0.000470642 0.00894021 0.0141984 -0.00866581 0.0179183 -0.000221111 -0.00502324 -0.0124181 -0.00413847 0.000951492 0.00760543 3.78235e-05 0.00185432 0.00645332 0.00814035 -0.00140242 0.000686658 -0.000739972 -0.00280981 0.00110112 0.00171203 -0.00348635 -0.0146101
internal_weight=2901.57 137.622 99.6826 52.0143 37.9392 47.6683 35.9107 2763.95 142.303 63.9196 48.146 78.3836 57.6363 2621.65 787.883 327.227 310.332 460.656 397.499 1833.77 864.508 969.258 943.796 840.695 63.1568
internal_count=8763 420 302 159 118 143 106 8343 420 196 150 224 165 7923 2364 950 901 1414 1229 5559 2592 2967 2888 2517 185
is_linear=0
shrinkage=0.05


Tree=369
num_leaves=18
num_cat=0
split_feature=20 43 30 3 20 7 27 27 10 31 1 7 15 38 39 21 39
split_gain=1.11491 2.92117 2.76833 2.24003 1.65626 1.64873 1.69111 4.02682 4.74985 3.57222 2.82054 3.27877 2.48725 2.24415 4.72627 2.88831 1.14584
threshold=4.7764982782858256 -0.78656609248549303 -0.00068801063297112763 0.048981807203679166 8.8101598866629018 92.950647405889342 0.019580596370733151 0.01381502685375023 82.336079407964803 0.018131784515624801 0.18114866737686083 85.70652617985823 1.1160449514565378 0.031100848612983904 0.0065248148202516213 -0.019870122108608956 0.0081495871258244739
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 -3 -4 -2 6 7 13 9 -9 11 12 -8 15 -15 -1 -5
right_child=1 2 3 16 -6 -7 10 8 -10 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0032414561973592593 0.027519911009814088 0.012713415783981295 -0.018975153002155062 0.010782874253549485 0.0059563516994504372 -0.013459195400829311 0.0095158012399358116 -0.021521257971642463 0.015720643376212925 -0.0009557492161376387 -0.0086031551672000588 -0.0024255279612212287 0.03640535449288667 -0.0025055836152337997 0.0096202438449031809 0.00071614818541568032 -0.0076865624400242194
leaf_weight=663.62309705466032 17.567821994423866 26.556322284042835 22.613343313336372 16.376631990075111 19.58510148525238 23.225532159209251 19.38074703514576 58.774733699858189 15.388512827455996 33.753656342625618 20.460787311196327 21.349496945738792 16.528664201498032 149.30828972160816 172.56642474979162 1506.0754249095917 16.866023160517216
leaf_count=2073 52 86 77 48 58 80 61 203 55 105 82 79 58 440 525 4628 53
internal_value=-1.07987e-05 0.00471003 -0.000482852 -0.00685778 0.0163334 -0.000221838 -0.000104634 -0.000323886 -0.00977555 -0.0140822 0.00715543 0.0128789 0.0220983 8.38608e-05 0.00398087 -0.000492112 0.0012673
internal_weight=2820 119.565 82.4123 55.856 37.1529 2700.44 2677.21 2599.49 107.917 92.5284 77.7197 57.2589 35.9094 2491.57 321.875 2169.7 33.2427
internal_count=8763 374 264 178 110 8389 8309 8029 363 308 280 198 119 7666 965 6701 101
is_linear=0
shrinkage=0.05


Tree=370
num_leaves=26
num_cat=0
split_feature=21 33 16 44 34 44 41 40 40 1 21 12 24 43 39 34 12 41 38 35 36 39 6 7 37
split_gain=1.04561 2.32296 2.94855 3.20658 2.26833 1.81671 1.28233 1.66049 5.42492 3.48639 3.31513 3.04706 4.54546 2.98353 3.49006 2.80308 2.76609 2.3987 2.15972 3.9986 0.846443 0.716925 0.701402 0.161928 0.107149
threshold=-0.034285373851221171 0.01802441896306238 0.050050234973192713 -1.0000000180025095e-35 -0.015136646964703791 0.78656609248549303 0.024904675947333487 0.0073754352970243084 0.0076380508849767581 0.072176926531100818 0.00089772857442038895 0.04661183252566365 0.009531938403674738 -0.70710678118654735 0.0075590411867235982 -0.0091308852271960155 0.048853769330093728 0.0023389781464709871 0.037739064290169384 -0.0022181077417011137 0.029592965146179488 0.02066338688816113 53.811437910908339 32.579299669761063 0.0030335111474975034
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 -3 -4 -5 7 9 13 10 15 12 -10 -9 -15 -2 -13 -12 22 -20 23 -8 -11 -6 -1
right_child=6 2 4 5 20 -7 21 8 11 18 17 16 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.034341649030714697 0.020192089520628415 -0.017682393677219296 0.022548531133126652 0.047016661143876211 -0.01440774517314693 0.0040084689649050251 -0.032783115814941567 0.051917153385969354 0.034775534432505022 -0.013654624437708332 0.028529475187569781 -0.025815291614443195 -0.0062752699234478104 -0.0043831485410026228 0.03721929239411146 -0.0014268242980709565 0.00071845885927095663 0.00017605390502358875 0.028619294325343516 -0.016842408715187239 0 0 -0.03562103937941441 -0.034020374124785126 -0.016683646394427154
leaf_weight=6.3725776728242618 15.357645211741326 5.0971212033182391 2.9609505264088503 6.251562437973913 2.5783123830333379 4.4789613047614694 4.393127365037798 7.4971941020339754 15.577549809589984 6.965157667174938 17.144795745611194 10.222922224551438 11.474302131682633 10.83937360905111 9.0075319195166212 482.30656981747597 198.99050433281809 13.779601280577479 6.4506583437323597 18.073828218504786 2.5407111439853898 2.7888179505243897 11.27300016209483 8.8117694156244379 2.9329510517418385
leaf_count=88 153 67 41 70 55 58 109 54 102 106 100 117 114 105 75 4151 2358 122 51 214 49 56 111 176 61
internal_value=5.97713e-05 -0.00762122 -0.00116284 0.0141318 -0.0157871 0.0297293 0.000449867 0.000637797 0.00392312 -0.000869654 0.000233107 0.00145585 0.0172203 0.0249763 0.0143394 -0.000745709 -0.000565902 0.0160979 -0.0145863 -0.00461394 -0.0243942 -0.0204207 -0.0276249 -0.03018 -0.0295443
internal_weight=884.167 42.0249 32.7194 15.8276 16.8917 10.7305 842.143 834.961 263.609 571.351 528.589 236.265 27.0519 27.3441 19.8469 497.664 209.213 30.9244 42.7626 24.5245 13.9308 7.18195 18.2382 11.3901 9.30553
internal_count=8763 665 516 195 321 128 8098 7933 2925 5008 4526 2691 216 234 180 4304 2475 222 482 265 280 165 217 231 149
is_linear=0
shrinkage=0.05


Tree=371
num_leaves=24
num_cat=0
split_feature=1 34 39 21 39 3 10 3 40 6 24 3 30 43 8 33 40 30 3 3 3 19 21
split_gain=1.03308 3.61214 3.02639 4.36012 3.09855 2.63537 3.88044 2.46851 5.54853 5.90749 5.50237 4.74927 4.43612 3.8812 3.80252 3.34529 5.7759 2.93729 2.35079 5.01312 3.34195 1.97443 2.40052
threshold=0.14062424250331548 0.0029230362726861974 0.016826950134393583 -0.015859254192100967 0.021703748947092507 0.081214946460890641 26.454389556676826 0.097879192322647635 0.012351011182235078 49.410024364775381 0.015623317179847109 0.11263952979781101 -0.014189649903790227 0.37940952255126054 -19.85883705859985 0.019139038366671343 0.011443442094232275 0.0044591972488223584 0.090545021417081387 0.11819121720911678 0.15246003386747972 0.17153518123667746 -0.030178346615275093
decision_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=2 5 7 -4 -5 -2 -7 8 15 -10 11 14 -13 17 -9 16 -1 -12 -3 -20 -21 -8 -23
right_child=1 18 3 4 -6 6 21 10 9 -11 13 12 -14 -15 -16 -17 -18 -19 19 20 -22 22 -24
leaf_value=-0.00018897690783908357 0.025769618471730812 0.0087075656793179131 -0.024782341402927135 -0.0097262020968623686 0.017667265436062198 -0.013943047834629253 0.026173794296768839 0.0088209205105706876 0.0044758775826080561 -0.034961796232185434 0.017195449806750918 0.02140828386763919 -0.0094571087602308701 -0.025887955485256648 0.032640798068694327 -0.01877142117500176 0.020275965552862416 -0.012229333369247097 -0.031957641051728367 0.018407368875564403 -0.01157644768524705 -0.0088799777642801156 0.014343310321028183
leaf_weight=2365.1752857714891 20.596994340419769 23.783450990915298 30.247609466314316 29.936774075031281 15.62047754973173 19.120667815208435 17.111509338021278 35.897907853126526 15.57761714607477 23.351209253072739 16.795292779803276 17.002924606204033 36.317058816552162 18.761791110038757 32.777584791183472 23.595070913434029 34.885053001344204 16.821453399956226 17.63749722391367 15.138105161488054 23.716370403766632 16.755031287670135 31.721973448991776
leaf_count=7008 82 81 98 93 51 64 56 114 48 77 53 59 117 59 100 69 113 58 63 51 80 57 112
internal_value=-6.00333e-06 0.00360031 -0.00025468 -0.010098 -0.000206011 0.00970161 0.00570995 2.6764e-05 -0.000378507 -0.0190814 0.00577576 0.0116092 0.000313444 -0.0077119 0.0202934 -7.52621e-05 0.000107232 0.00233071 -0.00434334 -0.00993187 0 0.0115279 0.006212
internal_weight=2898.34 185.582 2712.76 75.8049 45.5573 105.306 84.7092 2636.96 2462.58 38.9288 174.374 121.995 53.32 52.3785 68.6755 2423.66 2400.06 33.6167 80.2754 56.492 38.8545 65.5885 48.477
internal_count=8763 646 8117 242 144 371 289 7875 7315 125 560 390 176 170 214 7190 7121 111 275 194 131 225 169
is_linear=0
shrinkage=0.05


Tree=372
num_leaves=9
num_cat=0
split_feature=1 28 31 28 36 11 31 43
split_gain=1.14163 2.28505 3.06569 4.66815 2.81142 4.13661 2.95409 2.78284
threshold=0.28472972050346751 -0.14855972285802657 -0.02130081033678435 -0.095628449592824114 -0.040496431007141946 -0.27298805707068768 -0.0088281796337112989 -0.25881904510252113
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 -6 -7 -4
right_child=-2 2 4 -5 5 6 -8 -9
leaf_value=0.014392536935449049 -0.012178341812198634 -0.0013132270365666257 -0.0011916682449535695 0.033981538597250692 -0.026068139719197983 -0.0070998593411914215 7.8547605234971087e-05 0.023112438993476342
leaf_weight=27.478404030203819 19.052825272083282 20.969309777021408 21.299987286329269 16.45522652566433 15.607266470789908 151.79199119657278 2519.7232106402516 25.230149388313293
leaf_count=89 68 68 68 51 54 587 7699 79
internal_value=-1.11538e-05 7.03271e-05 -7.04039e-05 0.0141215 -0.000267034 -0.000480029 -0.000327699 0.0119009
internal_weight=2817.61 2798.56 2771.08 37.4245 2733.65 2687.12 2671.52 46.5301
internal_count=8763 8695 8606 119 8487 8340 8286 147
is_linear=0
shrinkage=0.05


Tree=373
num_leaves=13
num_cat=0
split_feature=28 36 33 27 20 20 28 28 19 44 8 14
split_gain=1.04561 2.23331 3.64126 2.15419 1.52795 1.56873 2.02694 2.65093 2.43948 1.67129 1.18269 2.86069
threshold=0.1057500343987043 0.014797555916272966 0.017178033760963347 0.01864132242979764 -26.062426785557836 -5.6284516826510247 0.067139745446888763 0.047085076386624687 0.95370361805863924 -0.70710678118654757 77.081284283178221 1.1552717867371425
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 9 7 -7 -8 -6 11 -5
right_child=1 2 -4 10 5 6 8 -9 -10 -11 -12 -13
leaf_value=0.024778687948769518 0.037819660753374229 0.028085696274900554 -0.033377612371150438 -0.033043622388152477 0.0069712019991171603 -0.00012457724386484562 -0.019212308656564227 0.0099401674639401985 0.011408961842311362 -0.029855433888716067 -0.033660554708476752 0.024980086203974145
leaf_weight=6.159818733111023 5.605413860641419 4.8421043008565885 4.5869164485484362 4.3468790687620622 4.4006235385313621 727.97158288117498 26.018667290918529 71.69093500636518 8.3672099169343692 8.6812845822423679 7.0786144547164431 3.9130962360650301
leaf_count=58 60 34 76 82 47 6942 359 657 147 107 150 44
internal_value=5.86608e-05 0.0130921 -0.00132602 -0.00016265 0.000166431 -9.53621e-06 0.000255009 0.00077262 -0.0116047 -0.0171291 -0.0186759 -0.00498728
internal_weight=883.663 15.0344 9.42902 868.629 853.29 847.13 834.048 799.663 34.3859 13.0819 15.3386 8.25998
internal_count=8763 170 110 8593 8317 8259 8105 7599 506 154 276 126
is_linear=0
shrinkage=0.05


Tree=374
num_leaves=16
num_cat=0
split_feature=12 40 1 3 5 5 3 33 38 30 30 10 5 38 40
split_gain=1.03698 1.89498 3.82586 3.52157 4.74698 3.34158 3.23815 6.35005 3.3864 2.95127 5.16989 3.47187 2.50083 2.3389 1.94021
threshold=0.016705020884912946 0.0030713528812234682 0.019661044564810874 0.02976462485854486 0.016913789512658029 0.019539266742765484 0.02976462485854486 0.0063292513720766752 0.0078209352801369442 0.0017573458503117876 0.00089846091667718621 46.965899980648665 0.020007972527114268 0.0010551481849528923 0.0040381606014398786
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 4 13 -6 8 12 -4 10 11 -3 -8 -2 -9
right_child=1 2 6 -5 5 -7 7 14 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.01241457823243238 -0.0028903659615979759 -0.0025343274892534119 0.02686792764544579 -0.023556041609167137 0.028897202841030825 -0.0033065405524590101 -0.031439294915526522 0.0065365009160716888 -0.0017420430099574771 0.024497470954695455 -0.016892838517875774 0.026704708064996138 -0.0071715339922586614 -0.026981907324164573 -0.0003507506431040373
leaf_weight=16.604334458708763 26.873398721218109 17.095022529363632 22.320422425866127 23.91304462403059 16.291824921965603 15.316329017281531 21.509170964360237 106.49828010797501 18.605177357792854 26.275179699063301 19.26910588145256 23.844792008399963 22.320849567651749 16.58812391012907 2502.5455333963037
leaf_count=70 86 49 67 92 54 52 66 309 61 80 55 71 69 66 7516
internal_value=-5.32259e-06 -7.91116e-05 0.000161272 -0.00687496 -0.0014705 0.0131734 -0.000169416 -0.000386809 0.0137671 0.0105076 0.00428895 0.0143973 -0.019239 -0.0122411 -6.74646e-05
internal_weight=2895.87 2879.27 2780.28 98.9827 75.0697 31.6082 2693.8 2652.87 40.9256 86.4841 60.2089 40.9398 43.83 43.4615 2609.04
internal_count=8763 8693 8343 350 258 106 8088 7960 128 255 175 120 135 152 7825
is_linear=0
shrinkage=0.05


Tree=375
num_leaves=23
num_cat=0
split_feature=33 27 5 28 27 23 5 38 30 28 30 31 27 24 30 16 27 21 5 5 33 3
split_gain=1.10761 3.7612 1.38843 5.60668 9.97429 5.4871 4.53036 3.86952 8.11862 7.49478 5.33199 4.84634 3.26863 6.36893 5.99834 2.51462 6.66438 7.93603 5.86576 4.01006 8.93675 4.83682
threshold=0.0042703287206451923 0.0016030645868428061 0.024713127901306982 -0.010719217791563306 -0.0010220223931217117 0.019879099877365681 0.027832889760787616 0.0013228916524005154 -0.00031203359064885678 0.034624130720014849 0.0019855921568276841 0.0013709435573821345 -0.0034020551037339266 -0.0006382581272740813 -0.00074890474944447414 0.024748396467124321 0.00085066311335702199 -0.015186285331652108 0.029128120969583293 0.033426913440624637 0.0088305274395174636 0.038429793795944044
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 12 10 -9 -10 11 -5 -4 -14 -15 16 17 -8 -18 20 -17 -21
right_child=2 -3 6 7 -6 -7 15 8 9 -11 -12 -13 13 14 -16 19 18 -19 -20 21 -22 -23
leaf_value=-0.031511512041138293 0.020503706479280018 0.0091291094149365173 -0.03051262553387343 -0.00081836490490458055 -0.033767096645785463 -0.016401099775652274 0.02185016629932883 0.044830371835379239 0.0032987153435991381 0.036612706061630258 -0.021315404814168475 0.023808061361851159 0.024060802845204721 0.01251664661952144 -0.014487865951902587 0.0066459805674688862 -0.021419259303815903 -0.0023001810222906477 0.0023199799909387458 -0.018107754126243297 -0.01679704127718146 0.00064119765187762017
leaf_weight=11.199793368577959 24.145435601472855 11.132404640316961 15.095536589622496 109.90575347840786 27.19510991871357 17.024350225925446 86.105073906481266 15.493761569261549 152.13271982967854 18.974460273981094 25.438011541962624 24.225300267338753 15.561111614108084 24.902064979076385 112.07365972548723 65.734484925866127 32.654900789260864 55.584962725639343 125.43265153467655 34.999189764261246 105.29618017375469 1705.8951362483203
leaf_count=71 69 34 53 331 89 55 259 47 455 53 80 70 46 78 363 193 95 165 360 118 318 5361
internal_value=-1.1704e-05 -0.0110792 7.53658e-05 0.0027469 -0.0103033 0.00511907 -0.000388072 0.00534085 0.0102282 0.00704141 -0.000345963 0.00360657 -0.00831117 -0.00606273 -0.00953644 0.000210534 0.00446901 0.0123458 -0.00256248 -0.000454752 -0.00775904 0.000260376
internal_weight=2816.2 22.3322 2793.87 414.535 68.3649 41.1698 2379.33 346.17 186.601 171.107 159.569 134.131 167.632 152.537 136.976 2211.7 299.778 141.69 158.088 1911.92 171.031 1740.89
internal_count=8763 105 8658 1249 213 124 7409 1036 555 508 481 401 540 487 441 6869 879 424 455 5990 511 5479
is_linear=0
shrinkage=0.05


Tree=376
num_leaves=10
num_cat=0
split_feature=33 3 28 5 33 1 18 3 30
split_gain=1.0741 1.47187 4.13893 3.9073 1.8793 2.50323 1.89493 1.11211 0.272835
threshold=0.0035941919965311211 0.02495968920303587 0.0048112191830548797 0.013064596387952704 0.0048992704645366069 0.014920371679028084 1.2073454931770671 0.028772154783566244 -0.00089895557317633821
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -3 -5 7 -7 -6 -2
right_child=1 3 -4 4 5 6 -8 -9 -10
leaf_value=0.021290807402328485 -0.018361750776018593 0.035451814073726134 0.012853191173487469 0.028505721623627123 -0.0061590653931439653 0.00033351028281675962 -0.023335522694035233 -0.035375667217841848 -0.036611437906667363
leaf_weight=5.8198240511119357 5.0820880569517604 7.7122019007802001 9.149073012173174 5.6128433207049957 7.0646566748619062 819.18253358826041 8.4427603427320701 6.948491383343935 8.3936710450798291
leaf_count=35 51 32 52 41 52 8232 128 68 72
internal_value=6.11453e-05 -7.63545e-05 -0.0126398 0.000251703 -6.69552e-05 -0.000266809 8.32273e-05 -0.0211486 -0.0302832
internal_weight=883.408 877.588 22.6248 854.963 847.251 841.638 827.625 14.0131 13.4758
internal_count=8763 8728 175 8553 8521 8480 8360 120 123
is_linear=0
shrinkage=0.05


Tree=377
num_leaves=29
num_cat=0
split_feature=27 27 33 44 31 21 1 16 31 29 19 27 32 39 32 21 38 29 25 29 19 42 2 40 20 21 16 42
split_gain=1.04129 5.07245 7.34445 4.78857 4.59832 4.26131 4.09658 4.59964 3.93012 3.75791 5.21334 4.97927 5.72136 5.13511 3.89214 3.92165 3.2989 3.20517 6.10435 4.08786 3.22046 3.19727 2.98656 2.79782 3.27049 2.78163 2.00395 1.79225
threshold=-0.0029875203109972601 -0.0024024923975114578 0.0101253338630916 -0.9159756150367534 0.00052832981597151563 -0.005966512414042913 0.096635755749557642 0.039751223472205881 -0.0035706237638894584 -0.0027301282112011101 0.51092548395651061 0.00044970426758996461 -0.0038146186604034031 0.003321186203163802 -0.0020069675703880412 -0.020208825017382987 -0.0039825153204406374 -0.0014150211909528252 -0.0056633284196837535 -0.0011694797048186765 0.47281959378733601 0.30396867011863243 0.54777869104919985 0.0043626102090538622 0.98847828406696048 -0.033149079124906132 0.049554466241029195 0.53444845205679903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 21 6 16 26 7 8 -1 10 11 13 -13 -3 -12 -16 23 18 20 -19 -11 -2 -20 -5 -25 -21 -6 -18
right_child=1 9 -4 4 5 -7 -8 -9 -10 17 14 12 -14 -15 15 -17 27 19 22 25 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=-0.018845896051182014 -0.011490879230393972 0.010764070268125366 0.0049332868500563676 0.015150594237956642 0.034995839499850627 -0.0026581822610602861 0.0088744633461626862 -0.029826186518642168 0.012227423272547094 0.0045510533452511326 0.0012856394128523405 -0.015174521865438832 0.013357852867272641 -0.013026772649498697 -0.010373209648401308 -0.042587448622535697 0.027490739051185448 -0.019288442390610547 0.02594854934753978 -0.0077209199581044097 -0.019970046495073893 -0.039957759808006033 0.0030206984012748003 0.0030204567627791826 -0.0051963392183531814 0.00098910329726961568 0.011347652538491347 0.0049436721316063878
leaf_weight=21.019555479288101 18.625461667776108 28.171822600066662 30.279376640915871 32.009203717112541 23.991435825824738 19.126836881041527 23.801987901329994 29.948329731822014 19.394545748829842 43.721692964434624 15.952846407890318 22.812616616487503 73.874575331807137 111.28392843902111 18.296851396560665 20.811717271804813 18.180171728134155 26.504875846207142 45.926625914871693 97.29746787250042 19.085185542702675 22.748052626848221 21.338033437728882 322.77771456539631 193.66121116280556 1539.5914073139429 15.685852602124212 18.362132132053375
leaf_count=61 53 83 89 92 69 57 78 89 55 127 49 66 213 315 55 58 53 81 136 314 56 68 61 1054 586 4629 54 62
internal_value=-5.54879e-06 -0.000562086 -0.0136337 0.00161374 0.00316013 0.0164865 -0.00889793 -0.0149849 -0.00381716 -0.000109765 -0.00537916 -0.00212154 0.00656547 -0.00818062 -0.0192303 -0.0277085 0.00180941 0.000743289 0.00829972 0.000148933 -0.00284061 -0.0273218 0.0187648 0.000829212 -5.15175e-05 0.000467881 0.0258246 0.0163419
internal_weight=2894.28 2156.32 71.6529 737.959 643.795 58.8041 94.1644 70.3624 40.4141 2084.67 291.204 236.143 96.6872 139.456 55.0614 39.1086 584.99 1793.47 130.072 1663.39 62.8069 41.3735 67.2647 548.448 516.439 1636.89 39.6773 36.5423
internal_count=8763 6453 210 2310 2027 180 283 205 116 6243 839 677 279 398 162 113 1847 5404 380 5024 183 121 197 1732 1640 4943 123 115
is_linear=0
shrinkage=0.05


Tree=378
num_leaves=31
num_cat=0
split_feature=36 36 44 39 18 38 5 39 39 5 25 32 39 32 5 25 17 24 40 40 23 27 5 20 24 35 40 39 32 5
split_gain=1.10125 4.13639 3.35915 3.51266 3.19663 4.13184 5.51084 5.31843 5.57953 4.40811 9.03522 3.99785 3.7491 5.11501 3.6062 5.37941 3.59508 3.16027 3.03542 5.73582 4.89352 5.21221 4.06884 3.86423 2.93862 2.85506 2.4614 5.05296 2.42956 2.31489
threshold=-0.023133359885742662 -0.035399016750286276 -0.78656609248549325 0.011662877357767392 0.25862894495714056 -0.0021369542104752166 0.039208006954510689 0.0085804654958040062 0.01178273663845498 0.028305983363993207 -0.0056633284196837535 -0.002124147272296035 0.0057817823629547011 -0.0015460016685109748 0.047746888731244989 -0.0086471918948498819 -0.91117294621678246 -0.0023817776253638044 0.012351011182235078 0.011977283740904421 0.062216405952247984 -0.00033410493435622965 0.099891696737137867 0.085505613106411443 -0.00018728438172981686 -0.0024843185562869459 0.011591995535162681 0.0099226339083083107 -0.0069012660328533239 0.046801015051480169
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 12 11 -9 10 24 -8 13 -2 15 -11 -6 -14 19 22 21 -20 -18 -22 -7 26 27 29 -5 -3
right_child=4 25 3 28 16 9 7 8 -10 14 -12 -13 17 -15 -16 -17 18 -19 20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.021232689499343784 0.016796495328469579 -0.001421158237565867 -0.020983360475176762 -0.0060763128445172065 -0.019603317604087501 0.051964111432094673 0.01010079682754313 -0.015849744417463001 0.013351885922818503 -0.013400050623657123 -0.0030138254794112133 0.03649891589664267 -0.028952464684901258 -0.0071369014186712298 0.0213428785206108 0.019637453542172667 -0.00077663740688273296 -0.0035551918348250369 0.00080448698311395373 -0.022472426791885287 0.010377352415590339 0.039474952564487867 0.023056763348906946 -0.0053415958932165331 0.022395836988554085 0.0091530602871364667 -0.027601247964815473 0.012911486712450291 0.016111839192195988 -0.024998356586858009
leaf_weight=22.018527299165726 31.207282841205597 16.035483151674271 16.756945714354515 23.237014681100845 24.315846644341946 17.828900642693043 54.457549974322319 35.037525072693825 30.416017055511475 38.939587742090225 22.167040042579174 19.894607841968536 25.827923089265823 77.652464248239994 20.764379397034645 17.847527146339417 1919.6336723715067 24.228366911411285 16.013800024986267 30.228450797498226 71.977756887674332 19.758575841784477 17.966382458806038 84.999184168875217 17.923167139291763 15.777398556470869 23.701571762561798 19.097069308161736 25.604112282395363 32.32708477973938
leaf_count=65 94 50 59 74 77 51 161 115 98 115 72 58 81 242 59 50 5892 75 53 104 242 63 61 317 53 51 83 60 82 106
internal_value=-1.25723e-05 -0.00364265 0.00436928 -0.00123866 0.000255303 0.00417453 0.000870598 0.00812248 -0.00220391 0.011417 0.0218582 0.0172709 -0.00547887 -0.000220807 0.00353653 -0.00291259 -0.000521411 -0.0167909 -0.000303446 -0.000892278 0.00567951 0.0223537 -0.000551883 0.00183611 0.0373843 -0.0102516 -0.0136711 -0.00866926 0.00546243 -0.0173031
internal_weight=2813.64 194.555 87.6166 65.5981 2619.09 434.192 298.722 139.806 65.4535 135.471 57.9191 74.3522 158.916 108.86 77.5515 56.7871 2184.89 50.0563 2160.58 1967.83 192.749 35.7724 1937.6 156.977 35.7521 106.939 91.1612 67.4596 48.8411 48.3626
internal_count=8763 630 280 215 8133 1324 924 432 213 400 176 219 492 336 224 165 6809 156 6732 6057 675 116 5953 559 104 350 299 216 156 156
is_linear=0
shrinkage=0.05


Tree=379
num_leaves=31
num_cat=0
split_feature=43 39 17 26 12 38 39 39 1 37 8 8 17 8 12 30 1 29 29 35 10 39 12 40 33 35 38 39 19 32
split_gain=1.04528 3.4716 3.08279 4.70861 6.87548 6.76078 4.27191 3.42622 3.45047 3.37319 3.7949 2.94835 3.51351 3.48404 4.03273 4.18902 3.33435 3.1434 3.46426 3.35106 3.02015 3.3292 2.93122 12.6505 4.16998 2.93 2.86964 7.44705 3.57959 2.55523
threshold=1.0000000180025095e-35 0.0015659776484558553 -0.24588628650896086 0.0011647685165098261 0.035353354227774018 0.014005283736710063 0.0024523467377710749 0.0081495871258244739 0.038547963255196799 0.0036578911926624662 -47.570584688625594 80.564214871396274 1.7750974613386716 64.833035660136076 0.028694309097817259 0.00069885085557582903 0.048090608767043318 0.002985138422665679 0.005526382230401806 0.0076825505536516356 70.651122515143911 0.0056774119837197778 0.041109313228606684 0.0059428306791148673 0.0085923587202035023 0.010065709658949375 0.047663525489199839 0.0047486520556894148 0.77181323127991952 -0.0029000300135336317
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 7 4 6 -6 -4 9 -9 10 -3 13 20 25 -15 -16 -17 -14 -19 -20 -13 -22 24 -24 -5 26 28 -28 -1 -10
right_child=1 2 3 22 5 -7 -8 8 29 -11 -12 12 17 14 15 16 -18 18 19 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0044145991959874441 -0.026806218180084346 -0.0074659126703346367 0.0061024941055721309 2.7966258986852922e-05 -0.0073482655446592444 0.041829032645047906 0.051100479290533435 0.034560816685299069 0.011800255767782167 0.022741083212330544 -0.029327062678636769 -0.024881168578525195 0.040692298031912155 0.053637531078257784 0.037444906399758442 -0.028872263989998315 0.010766707141134375 -0.035372542538646475 0.032638050470675632 -0.0024047204496918618 0.023420564427293757 -0.017899924459928565 0.068425625277688751 -0.0009392597907244253 -0.023353135816579308 -0.016257132887957538 0.080512184585871727 -0.0072970886511557406 -0.012293565919811227 -0.014695661021784007
leaf_weight=259.37624262366444 13.316622912883757 66.796359924599528 8.49312222748995 48.864840956404805 36.397533521056175 8.5317070353776199 15.248401552438734 7.9253299608826628 17.700619105249643 6.4457966908812514 28.813668766990304 30.985578064806759 4.9330933177843681 6.3981886804103842 10.284283766523002 7.1829313300550011 19.437057394534349 6.2198186181485644 8.301866536960004 35.263747412711382 8.5654195435345191 11.041526438668368 6.9575396142899981 94.041667401790619 30.734834903851151 20.421251595020294 4.0760577432811242 5.4731239322572947 36.368250880390406 18.419041741639376
leaf_count=2282 112 824 63 435 361 69 100 51 257 50 279 332 40 31 75 60 186 57 67 365 66 124 58 1170 310 278 30 82 308 241
internal_value=6.7413e-05 -0.00177974 -0.00091761 0.00244771 0.0135903 0.00195123 0.0353061 -0.00669129 0.0048763 -0.0117324 -0.0141301 0.00166952 -0.00568715 0.00378351 0.0171064 0.01051 0 0.00301797 -0.000688927 0.00421798 -0.0151882 0 -0.00176663 0.00385258 -0.00895513 0.00199223 0.00323423 0.030112 0.0023396 -0.00157643
internal_weight=883.016 408.687 395.37 249.27 68.6708 44.9292 23.7415 146.101 44.045 102.056 95.61 474.328 105.311 369.017 43.3025 36.9043 26.62 54.7185 49.7854 43.5656 50.5925 19.6069 180.599 100.999 79.5997 325.715 305.294 9.54918 295.744 36.1197
internal_count=8763 4380 4268 2566 593 430 163 1702 549 1153 1103 4383 1051 3332 352 321 246 529 489 432 522 190 1973 1228 745 2980 2702 112 2590 498
is_linear=0
shrinkage=0.05


Tree=380
num_leaves=24
num_cat=0
split_feature=14 42 26 19 36 1 1 21 14 2 38 42 31 34 16 40 1 43 1 31 31 10 17
split_gain=1.03046 2.13811 3.41605 2.49041 4.54511 4.78514 2.1075 3.76134 1.75912 2.92925 3.11756 3.87244 2.81589 1.40222 3.74502 4.1274 2.04325 3.59274 2.37938 3.00343 2.2186 1.98982 1.68003
threshold=0.12205082247810785 0.47848345753286303 -0.00039184632380686804 0.64044095798419276 0.00023370648108878014 0.043062478582556275 0.051780795791577149 -0.017765756320538586 0.20137802797167201 0.55968850144900018 0.014005283736710063 0.47169374247894302 -0.001654605622501434 -0.014461573159235961 0.036234423863253089 0.011516926584536539 0.19768277376667612 -0.70710678118654735 0.14273060193474266 0.021325839060730514 0.01407152653712839 27.518837268480215 -0.91117294621678246
decision_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 -1 4 6 -6 7 -3 9 10 11 -2 -13 14 -10 21 18 -18 20 -20 -15 -16 -17
right_child=8 3 -4 -5 5 -7 -8 -9 13 -11 -12 12 -14 16 15 22 17 -19 19 -21 -22 -23 -24
leaf_value=-0.0031004377636682247 -0.02151794101748318 0.037368814273650068 0.024026325721071305 -0.016289015677670295 -0.023144307943968684 0.010080010750534274 -0.00091744210198136322 0.0041390075169841448 0.025323041974405016 0.012139112934865214 -0.026325502248883872 -0.011897460984070759 0.011503752527628289 2.6597553616807402e-05 0.00092295930973055685 0.018476130770856036 0.0079692324387355736 -0.021197225578482831 0.011251097434375617 -0.013383985343974945 -0.0069115442295132369 -0.021069250211320764 -0.0016135980076990948
leaf_weight=19.31761546432972 24.015919014811516 16.980224147439003 27.824099734425545 19.032234355807304 24.191649064421654 19.241394683718681 16.306345373392105 17.79528646171093 19.650834515690804 18.090774834156036 21.774621546268463 20.585380837321281 33.545422270894051 2243.4382950514555 19.214391469955444 29.653989195823669 16.133530333638191 29.196781672537327 83.899064965546131 14.249819725751875 121.28363041579723 21.029826119542122 15.312018319964407
leaf_count=59 71 51 86 58 71 60 51 54 58 53 65 65 96 6722 61 91 53 97 307 48 370 62 54
internal_value=-6.6249e-06 0.00388147 0.0128215 0.000117798 0.00348817 -0.00832131 0.0136237 0.0205685 -0.000237354 -0.00620614 -0.00958636 -0.00483062 0.00250679 3.0524e-05 0.00569409 0.00108436 -0.000204478 -0.0107118 -8.62853e-06 0.00761356 -0.000327414 -0.010469 0.0115357
internal_weight=2891.76 160.689 47.1417 113.547 94.5149 43.433 51.0819 34.7755 2731.07 118.012 99.9213 78.1467 54.1308 2613.06 104.861 85.2102 2508.2 45.3303 2462.87 98.1489 2364.72 40.2442 44.966
internal_count=8763 490 145 345 287 131 156 105 8273 350 297 232 161 7923 326 268 7597 150 7447 355 7092 123 145
is_linear=0
shrinkage=0.05


Tree=381
num_leaves=11
num_cat=0
split_feature=1 10 24 24 20 5 33 43 44 41
split_gain=1.1164 1.51887 2.57638 2.83555 1.90927 2.6528 2.04401 1.70217 1.46062 1.11236
threshold=0.28472972050346751 16.000612106481793 -0.01697615798573315 -0.012245359617255704 -2.1068833554313824 0.044475786339977778 0.03109710837641513 -0.70710678118654735 -0.37940952255126015 0.0077316112174685937
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 8 5 -5 -6 -3 -4 -9
right_child=-2 2 3 4 6 -7 -8 9 -10 -11
leaf_value=-0.01436908620685572 -0.012056905827231536 -0.0020546557552093034 -0.0033169317938692763 -0.0040684468381671328 -0.00035290892448878878 0.0097244041855813965 0.012807695334202219 0.024559990772863638 -0.023540099257889142 0.0066380478432726507
leaf_weight=17.988147288560867 19.008680194616318 16.683064192533493 18.211305163800716 50.075412884354591 2492.0013026967645 111.2684808075428 29.745173275470734 21.035700097680092 18.834478311240673 16.407079473137856
leaf_count=63 68 57 59 156 7728 341 99 68 72 52
internal_value=-1.10108e-05 6.96317e-05 0.000165568 -4.77303e-05 0.000140362 0.00541275 -0.000195189 0.0109576 -0.0137689 0.0168785
internal_weight=2811.26 2792.25 2774.26 2720.14 2683.09 161.344 2521.75 54.1258 37.0458 37.4428
internal_count=8763 8695 8632 8455 8324 497 7827 177 131 120
is_linear=0
shrinkage=0.05


Tree=382
num_leaves=31
num_cat=0
split_feature=32 29 27 27 21 4 36 26 33 29 4 42 27 29 41 25 21 31 36 4 20 40 21 32 21 16 31 14 32 5
split_gain=1.02892 3.13782 3.76915 8.24484 9.61345 3.47871 3.17569 2.98674 2.87503 2.57463 3.69154 4.42476 3.24137 3.47511 2.88667 2.56762 2.50773 2.8455 2.28992 2.51563 4.66202 2.38336 1.98632 3.93541 3.88409 1.95277 1.45546 1.33588 1.23459 1.06095
threshold=-0.0013053704280735861 -0.0040219952939285477 -0.0028894291742242828 -0.00094811967831158115 -0.017765756320538586 0.35286699020836371 -0.0075074031350968453 -0.012297310006947294 0.012491627853627006 -0.0046313396920709118 0.39435029414542117 0.38662169948818814 -0.0094027594583124593 -0.0041373096706566739 0.0040206101726064005 -0.0066033180376459302 -0.020895922418509096 -0.0062430575169313404 -0.0067747313788943933 0.38535298524268474 0.88468681220975476 0.011591995535162681 -0.015186285331652108 -0.00042779082122352868 -0.010411669482751974 0.015589867392065488 -0.0034240568931884511 0.53625294724335959 -0.0023250929383137587 0.025964878153835847
decision_type=2 2 2 2 2 2 2 2 2 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 -4 16 7 -5 -8 10 11 14 15 -14 26 27 -1 -18 19 20 -3 25 23 -15 -24 -20 -2 -11 -7 -27
right_child=9 18 3 6 -6 28 8 -9 -10 12 -12 -13 13 22 -16 -17 17 -19 21 -21 -22 -23 24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.027355218535414949 0.029591260896914214 0.041787524825560113 0.078326288963931234 0.017433740122435128 0.0025432327116649096 -0.034857965259108482 -0.0052944931374340302 -0.022754494987803013 0.046589908188283263 -0.013940587740537792 -0.032030751525318521 0.04825359352431239 0.034892246807419237 0.008332067688944322 -0.034554930900405054 0.048900845147412803 0.019225020041047806 -0.0041082754753555368 0.0022081783865387796 -0.025697629618488739 -0.018037970078140949 0.013734853532263761 0.0090977914176296679 -0.0063592703594317693 -0.0011477633934196283 -0.0039784401966027538 -0.011136299002394897 0.024930805431530024 -0.0089700910125430997 -0.031148027431376929
leaf_weight=7.1359696462750426 4.1666751950979233 7.0549633111804742 8.3182784691452998 6.0174082312732926 8.6166454385966045 10.936557434499266 5.0329472459852678 17.74718460440636 5.2038444206118584 4.0187982600182277 13.976057108491657 3.9354289714246979 7.4403625614941111 59.982399911619723 6.8435268308967343 6.2700671609491101 19.756732318550348 37.522779793478549 6.2506842762231818 5.4099316280335179 5.7594371745362878 4.832209024578332 154.78260852582753 186.66579723358154 227.88302284106612 4.6418328024446955 4.2130006887018698 4.4917420744895935 9.1511863227933627 28.418489057570696
leaf_count=142 51 50 56 60 93 187 53 174 48 51 192 37 70 532 110 45 296 489 57 62 66 70 1214 1947 2070 39 50 49 104 299
internal_value=6.1201e-05 -0.00310817 0.00113295 0.0118938 0.040302 -0.0053007 -0.0021854 -0.0123385 0.0207926 0.000984484 -0.0125727 0.00145474 0.00168345 0.00113595 -0.0105531 0.0247677 0.00029822 0.00387214 -0.0123855 0.00227586 0.0145803 -0.0185428 0.000723428 -0.00276429 0.00298464 -0.0226621 0.0086354 0.00604577 -0.023415 -0.0275076
internal_weight=882.477 197.807 135.44 50.9363 16.9349 84.5032 34.0014 23.7646 10.2368 684.669 33.1347 19.1586 651.535 636.754 15.2232 14.7806 64.4155 57.2795 62.3675 18.2243 12.8144 44.1432 629.314 246.648 382.666 39.311 8.37968 8.51054 20.0877 33.0603
internal_count=8763 2345 1702 484 149 1218 335 234 101 6418 440 248 5978 5833 211 145 927 785 643 178 116 465 5763 2479 3284 395 101 100 291 338
is_linear=0
shrinkage=0.05


Tree=383
num_leaves=11
num_cat=0
split_feature=38 36 43 11 31 3 31 21 31 40
split_gain=1.02088 1.6975 3.97367 2.75711 2.68124 3.28148 2.53646 5.56063 3.64852 1.35397
threshold=-0.11707091287884878 -0.043309405679771588 -0.25881904510252113 -0.23805311480145847 -0.018747448954580831 0.12378715089118235 -0.0082688496494302162 -0.041676306657786773 -0.001812871709782687 0.017507036612271005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -6 -8 -7
right_child=1 3 -4 4 6 9 8 -9 -10 -11
leaf_value=0.01064631398709154 0.0062090503218912331 0.016255135580800016 -0.023565643386550362 -0.030040872537309488 0.037202597322134677 -0.012395648495764099 -0.0039111337788770304 0.0033464519597599714 0.00068991833414733413 0.0082365469128957286
leaf_weight=22.209264725446701 20.47889643907547 25.941845968365669 24.025743782520294 16.233217418193817 13.025252491235731 16.135827004909519 547.40993363410234 169.31433609873056 2019.3227352425456 15.284347236156462
leaf_count=70 65 87 74 54 44 49 1630 599 6036 55
internal_value=-6.25002e-06 -9.08776e-05 -0.00976946 6.02928e-05 -8.87153e-05 -0.0118359 0.000113519 0.00581141 -0.000289519 -0.0022062
internal_weight=2889.38 2867.17 44.5046 2822.67 2796.73 47.6534 2749.07 182.34 2566.73 31.4202
internal_count=8763 8693 139 8554 8467 158 8309 643 7666 104
is_linear=0
shrinkage=0.05


Tree=384
num_leaves=25
num_cat=0
split_feature=4 4 44 7 31 5 36 1 34 32 20 28 25 24 19 39 19 36 28 32 1 4 32 28
split_gain=1.09778 4.23021 3.38549 4.54979 5.05228 3.99019 3.97695 3.37061 3.1162 3.09166 2.91474 3.42675 3.92232 3.31102 2.906 2.85921 2.81357 5.84852 1.93369 5.43113 8.56843 7.47865 5.29698 5.24906
threshold=0.17662065971654112 0.22716293368467236 0.1294095225512602 18.899929307239784 -0.0053835244374843272 0.071291246104262199 -0.025359756644543537 0.040739504620064683 -0.0055101336168221762 -0.0024407603303999255 1.1840378864324868 1.0000000180025095e-35 -0.019067578018421388 -0.0019147598930178108 0.032739502299393312 0.0056774119837197778 0.0061682135341357231 -0.019968969214963158 -0.0023967633092303602 0.0031388423920687696 0.055602434924937702 0.88019037356321761 0.0060046353236393327 -0.0011624320125431865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 -1 6 -4 -5 -6 -9 11 12 -2 14 -12 -8 17 -3 19 21 -21 -18 23 -20
right_child=1 16 5 7 8 -7 15 9 -10 -11 13 -13 -14 -15 -16 -17 18 -19 22 20 -22 -23 -24 -25
leaf_value=0.016482253852141162 -0.023762195339680055 -0.0068529531890840767 -0.034472820731571686 0.0041069597255892496 -0.023736182824327531 0.014407890612798284 -0.0183408065376932 0.013127828533352232 0.0039949302228693799 0.041798707988913858 -0.0072268935691306982 -0.031765992236042193 0.0075459179678850439 -0.019756236543639699 0.019738367816557002 0.0088456292166361802 -0.0032480379331151902 0.025324885087879459 0.021822217299156968 0.04296650247550593 0.0020973544845487501 -0.037692397513638759 -0.023396932267793234 0.0007178543715934861
leaf_weight=24.994429230690002 19.230367749929428 24.880148336291313 14.562374278903006 29.010831534862518 23.699390813708305 18.806660026311874 17.881039060652256 20.745132684707642 17.125025868415833 18.447400614619255 18.893622621893883 23.937078580260277 20.328216411173344 16.685362294316292 20.597429275512695 20.60059866309166 563.96227938681841 31.881710097193718 29.909014657139778 15.125500574707983 83.486612565815449 16.151080474257469 22.262710254639387 1697.2113232389092
leaf_count=79 65 80 50 87 70 59 54 63 51 54 58 76 67 54 65 63 1869 94 90 45 273 56 97 5144
internal_value=-1.03754e-05 -0.000290028 0.00350172 0.00820882 -0.00109955 -0.00520809 -0.012271 0.0172534 -0.012 0.0268221 -0.00946874 -0.0168053 -0.00756916 -0.00107233 0.00672547 -0.00367213 0.000150373 0.0111454 -0.000105046 -0.00237195 0.00845385 -0.00422196 0.000771695 0.00108746
internal_weight=2810.42 2604.54 205.873 134.022 65.8188 71.8507 53.044 68.2034 40.8244 39.1925 119.672 63.4957 39.5586 56.1764 39.4911 38.4816 2484.87 56.7619 2428.11 678.725 98.6121 580.113 1749.38 1727.12
internal_count=8763 8133 630 404 200 226 167 204 121 117 385 208 132 177 123 117 7748 174 7574 2243 318 1925 5331 5234
is_linear=0
shrinkage=0.05


Tree=385
num_leaves=24
num_cat=0
split_feature=10 39 39 39 31 34 28 21 44 37 37 17 29 2 37 28 7 29 1 30 11 28 20
split_gain=1.03359 2.96722 4.95535 3.29735 2.44853 2.25834 2.21727 1.69791 5.10792 2.20699 2.31506 2.30127 1.99278 4.55506 2.49334 5.0978 3.8275 2.36502 1.29689 1.91944 1.25755 0.598594 0.284936
threshold=31.550477150746044 0.0072850869142255569 0.0098462721701445648 0.0023128244592316859 -0.0048598504859463524 -0.0062094430881376441 -0.031226921234289502 0.016137623476841473 -0.37940952255126015 0.045688713285458322 0.051862637517233641 1.6260998138567835 -0.011761845572619943 0.26585303498640872 -0.010533677881803203 0.020884661558301789 24.945928542136276 -0.017820570754457307 0.041408137882955623 -0.0022616411342329143 -0.081008576386701767 0.080083082032009548 0.92198557373844314
decision_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 4 -1 -3 6 22 9 -9 12 -11 21 13 17 15 -14 -16 -2 19 -5 -20 -12 -4
right_child=7 2 5 18 -6 -7 -8 8 -10 10 11 -13 14 -15 16 -17 -18 -19 20 -21 -22 -23 -24
leaf_value=0.016850201704911541 0.037516549060371829 0.04446720732393613 -0.030145493157506725 0.022684714396719468 0.0032048646758176241 -0.033925005567654425 0.043766689241349459 0.051341041185901728 -0.015136175374575289 -0.034725846222313304 -0.033549340052047356 0.018991864107824979 -0.00023822536934166392 -0.034596044410746721 -0.030293279944892046 0.023417233513588206 0.00052161964844642326 -0.012682839524069275 -0.0042162465798895321 -0.032991745991944675 -0.035417916602118169 -0.0030224231194790228 0
leaf_weight=5.9469134230166665 4.4980635810643435 7.8889527237042785 1.9144779229536655 3.2634992329403758 7.0766845121979731 7.6481890222057682 2.346683481708169 5.9533936362713575 5.2983726644888502 8.9501283904537576 4.2012541117146593 6.6306399554014206 59.77309197653085 11.998632876202462 10.13311295583844 36.289445159956813 658.59737440291792 4.5175550216808933 4.4704752406105426 2.7418001331388977 17.187083447352052 3.2213805075734854 1.5177563400939105
leaf_count=43 67 80 54 59 79 161 38 61 95 129 67 89 666 207 123 294 5942 67 53 51 239 46 53
internal_value=5.40149e-05 -0.00615892 0.00560221 -0.0162299 0.0254385 -0.016162 0.00667349 0.000530547 0.0197394 0.000254735 -0.014967 -0.00187345 0.00070854 -0.0144275 0.0011328 0.00866114 4.27536e-05 0.0119509 -0.0235566 -0.00204018 -0.0292562 -0.0211818 -0.0177934
internal_weight=882.065 62.0025 28.3927 33.6098 14.9656 13.4271 5.77892 820.062 11.2518 808.811 23.0034 14.0533 785.807 21.0143 764.793 96.0625 668.73 9.01562 27.6629 6.0053 21.6576 7.42263 3.43223
internal_count=8763 910 465 445 159 306 145 7853 156 7697 331 202 7366 341 7025 960 6065 134 402 110 292 113 107
is_linear=0
shrinkage=0.05


Tree=386
num_leaves=31
num_cat=0
split_feature=35 17 31 27 15 36 39 42 25 30 25 40 21 20 26 25 38 38 43 3 31 42 37 7 12 34 38 37 42 31
split_gain=1.02611 3.02263 2.82319 3.73956 6.24793 3.09316 5.07853 5.34777 4.68156 5.94837 4.20234 2.77466 2.70243 3.22554 4.00114 2.12825 2.11212 4.76933 6.4482 4.73484 6.9331 6.08734 4.5699 5.13119 4.4565 3.59688 2.33417 1.75905 1.42733 1.37185
threshold=-0.0065857029544268966 -1.7489438491227103 0.0077987657074857367 0.0039949229489277356 0.72413024735111142 -0.0073521458720815494 0.0064967111997229184 0.20115155529347908 -0.0042932540059789073 -0.0046011433693613239 -0.017725719208049873 0.006859397052679835 -0.005966512414042913 0.50696386805525417 -0.0045775224310581559 -0.014967990973078342 -0.037757030705469589 -0.02385521483433339 0.25881904510252091 0.08012925940895832 -0.0098431639785578149 0.22089651709904815 -0.024574642408115129 32.579299669761063 0.091029586418570202 -0.0011111473274329484 -0.029151848040355307 -0.0066113619180160335 0.21624735553393112 0.012720561786634863
decision_type=2 2 2 2 2 2 2 2 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 28 3 5 -5 6 7 -1 9 -7 -8 -6 13 29 15 -15 19 18 25 21 24 -3 -19 -24 -21 -18 -20 -23 -2 -4
right_child=1 16 12 4 11 8 10 -9 -10 -11 -12 -13 -14 14 -16 -17 17 22 26 20 -22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.004218618270392902 -0.0034127009275264526 -0.0072171775297053507 0.0018463461818681054 -0.035212142051292472 -0.01510458804362981 -0.0041284076007085425 0.00035326002412047145 -0.016445086050161026 -0.014293092270849118 0.022846114333344061 0.01733810662536418 0.012652924707964842 0.021855229655672683 0.011609386452200516 0.02834781659242849 -0.011186143068278066 -0.0047002345957864984 -0.019323494748310046 0.018976737134175362 -0.026377507967488081 0.025018631713698159 0.04252224354124047 0.0084927821947730301 -0.00058642356362176903 0.0022412102356662287 -0.028531658382803804 -0.0072434548298698012 0.015962603077336834 -0.023849053757986058 -0.017007986881234935
leaf_weight=50.403416737914085 16.119999520480633 14.013684496283529 19.602146923542023 19.134906955063343 16.374322459101677 30.640192374587059 175.6912068426609 81.042599633336067 17.767066657543182 59.461237743496895 46.056352004408836 19.750869363546371 28.794565625488758 24.3759396225214 22.278325691819191 17.389110192656517 25.683741584420204 30.330933392047882 18.089158415794373 24.221333906054497 18.341865941882133 17.783763915300369 170.34026359021664 1786.2321731895208 30.183819502592087 43.847855478525162 15.492781966924666 10.988316342234613 19.868718832731247 18.101068332791328
leaf_count=147 50 46 58 59 48 101 553 234 52 173 135 60 94 75 66 50 76 89 63 78 61 79 495 5377 105 130 49 44 61 55
internal_value=-4.67016e-06 -0.000512663 0.00174773 7.6511e-05 -0.0121923 0.00156015 -0.000690583 -0.00848633 0.00896983 0.0136232 0.00390973 0 0.0083144 0.00441551 0.0112699 0.00199486 -0.000275481 -0.000641561 -0.0111213 0.00629857 -0.00140395 0.0194842 -9.46487e-05 0.000201855 -0.0104332 -0.01982 0.0067462 0.0326425 -0.0148686 -0.00709428
internal_weight=2888.4 2241.54 646.863 516.322 55.2601 461.062 353.194 131.446 107.868 90.1014 221.748 36.1252 130.541 101.747 64.0434 41.765 2205.55 2090.02 103.114 115.533 72.747 42.7858 1986.9 1956.57 54.4052 69.5316 33.5819 28.7721 35.9887 37.7032
internal_count=8763 6803 1960 1562 167 1395 1069 381 326 274 688 108 398 304 191 125 6692 6279 318 413 244 169 5961 5872 183 206 112 123 111 113
is_linear=0
shrinkage=0.05


Tree=387
num_leaves=28
num_cat=0
split_feature=41 15 24 24 15 29 19 35 16 5 3 27 27 40 40 39 43 40 28 27 27 5 28 28 39 13 17
split_gain=1.06299 2.27799 1.89755 1.19849 4.74235 6.33649 4.71983 3.66246 4.32474 4.18555 3.58527 3.56244 3.44318 3.37695 4.87051 5.39358 6.11125 4.31529 8.57757 7.87055 5.33283 4.05724 4.02064 3.9883 3.33377 1.98035 2.72664
threshold=0.00012343902594122124 0.86705892440978005 0.0021606056865256344 0.0078173146860279121 0.90309812256711242 0.0010415096900489031 0.73781261199141657 0.0086391073839258165 0.031816504680536865 0.099081471737307983 0.04314065012385699 0.0050727137608708875 0.010168991363746167 0.0089614027083354288 0.0095719425138257076 0.006643305471026071 -0.5 0.0077551738893625478 0.085964229273327988 0.0094978500430058614 0.0066942932862414581 0.047746888731244989 0.046615802087060607 0.078750787220749449 0.0071136105759758506 0.97397102767545107 1.6260998138567835
decision_type=2 2 2 2 2 2 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 7 -6 10 12 -9 -10 -7 -8 24 17 25 16 -16 20 19 -19 22 -17 -5 -22 -2 -15 -27
right_child=3 -3 -4 13 5 6 11 8 9 -11 -12 -13 -14 14 15 21 -18 18 -20 -21 23 -23 -24 -25 -26 26 -28
leaf_value=-0.010229203016427074 0.0013680875161315538 -0.022031753653726296 0.012405701757163623 -0.003595453691941225 -0.019934375760635697 0.007901855460466652 0.001113358218182239 0.029404709256757023 -0.0021929703136394298 0.025242227974167766 0.037679358309293677 0.025440878769215414 -0.022764489138731501 0.0025453699797284876 0.01134502072122461 0.023077481384813019 -0.026741470354791803 -0.0044555983369633503 0.022055694343250502 -0.030393584254595863 0.0054694594615855444 0.0010910502985240608 -0.021070715693528291 -0.019450372573921348 -0.004019076230316671 0.034208275069479814 0.0075222297490924739
leaf_weight=20.367937102913857 950.96390260010958 17.019277930259705 16.808060616254807 284.38174943625927 16.14359225332737 16.893387213349342 70.760587237775326 21.160543605685234 61.691515170037746 17.754236772656441 27.270204469561577 19.190260514616966 17.113679319620132 19.939455255866051 14.925097003579138 22.766273379325867 34.155052680522203 67.173644095659256 16.815589159727097 52.50084163248539 252.97431954741478 263.87099405378103 37.370563328266144 16.975103169679642 411.12697860598564 21.602295935153961 18.274394556879997
leaf_count=64 2927 54 52 858 50 50 210 61 203 57 81 57 52 62 46 69 123 209 56 179 766 871 107 52 1323 67 57
internal_value=-9.77424e-06 -0.0069395 0 0.000125036 0.000992706 0.00945357 0.0130405 0.000129642 0.00933739 0.00389931 0.0264455 0.00638144 -0.000539021 -0.00112913 0.00258258 0.000223726 -0.0150583 -0.00315217 -0.0111676 -0.0158921 -0.00129319 0.00286221 -0.0056466 0.0038773 -0.000254453 0.0157157 0.0221533
internal_weight=2807.99 54.1953 37.176 2753.79 1630.07 150.258 134.114 1479.81 100.606 79.4458 44.1636 89.9508 1379.2 1123.73 395.534 335.717 49.0801 728.192 136.49 119.674 591.702 286.637 321.752 269.949 1362.09 59.8161 39.8767
internal_count=8763 170 116 8593 5071 448 398 4623 321 260 131 267 4302 3522 1295 1109 169 2227 444 388 1783 940 965 818 4250 186 124
is_linear=0
shrinkage=0.05


Tree=388
num_leaves=8
num_cat=0
split_feature=33 3 5 39 14 8 14
split_gain=1.03255 1.40393 2.95274 2.35642 1.51967 4.00036 2.58436
threshold=0.0035941919965311211 0.020878509640049569 0.013064596387952704 0.0010722851953935319 0.16335768531905523 -49.665570390633512 0.42220808656236858
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6
right_child=1 2 3 4 6 -7 -8
leaf_value=0.020834406529118471 -0.026706455943321269 0.025517960808544245 -0.029965062537236256 -0.036019212669742312 0.0072703208349346893 -0.0021402029175373156 -0.00062631400874538679
leaf_weight=5.8376285079866639 4.8253351636230937 11.147092826664446 6.5282374117523423 10.089373717084525 122.76471687667072 63.231260597705841 657.13635114300996
leaf_count=35 36 54 53 92 1042 547 6904
internal_value=5.06212e-05 -8.45792e-05 6.0232e-05 -0.000266955 -3.03817e-05 -0.00691297 0.000611063
internal_weight=881.56 875.722 870.897 859.75 853.222 73.3206 779.901
internal_count=8763 8728 8692 8638 8585 639 7946
is_linear=0
shrinkage=0.05


Tree=389
num_leaves=29
num_cat=0
split_feature=44 31 5 31 28 21 1 38 31 40 21 2 5 12 28 31 28 28 5 38 32 43 16 19 29 32 31 10
split_gain=0.97564 3.68001 5.96908 4.09062 4.23858 5.20827 5.52027 5.10448 3.62331 3.07975 3.66459 2.35272 4.29479 6.12742 5.99471 6.21523 3.51446 10.5663 7.65888 3.68913 3.57646 3.51974 3.12201 2.74952 5.3439 2.94509 2.5129 1.38529
threshold=0.60355339059327384 0.017365758993728764 0.0924308094743157 0.01098319437539126 -0.0062402202660889932 -0.033799683006933472 0.049919259083881139 0.016131049367720477 -0.012713643453551703 0.010164503402566534 -0.006838301311121388 0.33200529274671281 0.022184327424881179 0.03053844912514778 -0.036740854963296529 -0.0052583027344108241 -0.03944444709354044 -0.027097889123000842 0.049151146677381748 -0.014200783640443691 0.0013252963283355743 1.0000000180025095e-35 0.09985858052626205 0.38921362741354643 -0.0027301282112011101 0.00016752097038412963 -0.005848719985338746 28.31488771856645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 -3 4 7 -6 -7 8 -2 10 -5 12 -1 27 22 -16 18 26 -13 20 -20 -21 -15 25 -25 -19 -18 -14
right_child=1 2 -4 9 5 6 -8 -9 -10 -11 -12 16 13 14 15 -17 17 23 19 21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=-0.030460927140604246 -0.0074600352742104879 -0.033628224218922094 0.0059629471606161624 0.028233664666026843 0.016363049034575774 -0.0016083020929741514 -0.013063545275990891 -0.017066819642771982 0.0094505132801538487 -0.0068022713952361523 0.0015228026534375022 -0.033144822997359984 0.027711692330834922 0.0098151092951144284 -0.024606833848342089 -0.0042524504203720328 0.043440580226834391 0.0063616265339281192 0.028209057195128451 -0.027891313778582977 -0.0027951707163441663 0.0029996184750460207 -0.0084494489274633596 -0.010877111154628728 0.0011675448508063266 -0.010222267652331262 0.014984938508926293 0.0075799761520576386
leaf_weight=13.706635370850561 38.55075392127037 21.910052418708801 16.404545642435551 30.142986238002777 27.833081051707268 286.38578293472528 167.25102812051773 26.181075692176819 169.27772047370672 18.298879534006119 23.054565891623497 22.815245881676674 17.382304444909096 83.830792739987373 51.073918141424656 143.93018634617329 16.992838025093079 344.73349081724882 16.657603830099106 16.98816967010498 20.291989892721176 19.438546299934387 32.080476865172386 100.41683788597584 1096.7636995092034 28.718507617712021 15.799039393663405 18.65715816617012
leaf_count=42 140 71 54 84 87 862 506 84 535 62 69 70 51 277 154 421 70 1000 56 58 73 59 106 291 3291 89 47 54
internal_value=-4.22216e-06 -0.00145848 -0.0165756 -0.000714126 -0.0018601 -0.00454738 -0.0058447 0.00364716 0.0062876 0.0106706 0.0167762 0.000575929 -0.00308721 -0.00198292 -0.00425968 -0.00961902 0.00135633 0.0019159 -0.00791147 0 0.0110856 -0.0113069 0.00471405 0.00132512 0.000152266 0.00507054 0.02997 0.0174779
internal_weight=2885.57 825.29 38.3146 786.976 715.479 481.47 453.637 234.01 207.828 71.4964 53.1976 2060.28 360.661 346.955 310.915 195.004 1699.62 1603.42 96.1916 73.3763 36.9496 36.4267 115.911 1570.63 1197.18 373.452 32.7919 36.0395
internal_count=8763 2554 125 2429 2214 1455 1368 759 675 215 153 6209 1105 1063 958 575 5104 4788 316 246 129 117 383 4671 3582 1089 117 105
is_linear=0
shrinkage=0.05


Tree=390
num_leaves=14
num_cat=0
split_feature=10 10 28 32 27 7 28 32 35 40 40 1 40
split_gain=1.06573 1.26184 5.13139 3.94364 3.29964 3.00894 2.53769 3.47649 2.12899 1.99545 4.45411 3.21896 1.7866
threshold=88.691940183317357 79.890597484453323 0.034624130720014849 0.0031388423920687696 0.023039229359776286 91.871612189849472 0.050400679378309249 0.0038480417263824182 0.021515543893785408 0.015169236847580049 0.016989975368009304 0.16831223492336214 0.0079159311663097778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 9 -4 12 -9 11 -11 -1 -8
right_child=-2 2 6 -5 -6 -7 7 8 -10 10 -12 -13 -14
leaf_value=-6.9710364607400446e-06 -0.012260088721352921 0.0045568541539100695 -0.020222257251358813 0.034957983908306241 0.018480544347956977 -0.016464634575132839 0.025646662103413143 -0.024720441452504693 0.0034103697661659717 -0.022829814669925175 -0.00064647714717971222 0.020479549665636317 0.0016666859480716318
leaf_weight=2480.5316336378455 17.553077179938555 23.579927131533623 16.272311754524708 20.119296669960022 23.425670064985752 28.475836455821991 15.024340108036993 13.930803544819357 12.355114877223967 30.769524045288563 86.661228004842997 19.219988465309143 16.988588377833366
leaf_count=7627 68 77 57 63 81 94 44 63 44 124 301 60 60
internal_value=-1.211e-05 6.36637e-05 0.00511653 0.0187157 -0.000158545 -0.000326165 -0.00280009 0.00200345 -0.0113459 -0.00014804 -0.00651604 0.000149358 0.0131215
internal_weight=2804.91 2787.35 118.27 43.6992 2669.08 2645.66 74.5712 58.2988 26.2859 2617.18 117.431 2499.75 32.0129
internal_count=8763 8695 408 140 8287 8206 268 211 107 8112 425 7687 104
is_linear=0
shrinkage=0.05


Tree=391
num_leaves=25
num_cat=0
split_feature=4 33 33 42 40 11 29 37 36 17 32 29 19 31 27 38 29 43 3 32 11 19 17 14
split_gain=1.0232 2.67217 2.74517 2.11699 4.11993 3.45896 3.2669 2.2146 3.51755 4.21597 2.29949 2.72109 2.38435 1.98199 2.44048 2.38038 1.93727 2.04039 1.90672 1.69942 1.51894 1.09321 0.12602 0.0797332
threshold=0.19875307586768023 0.0085203444899086215 0.0094916445872095748 0.21624735553393112 0.010847213646235766 0.21360757717195708 -0.011761845572619943 -0.01172452029643206 -0.010971499563217078 -1.2595345158266587 -0.0013539319076477537 -0.0040219952939285477 0.32637746118396288 -0.010132526303410116 -0.0097137998347804101 -0.02130806693992959 -0.015893314046003467 -0.37940952255126059 0.10555898011387203 -0.0020491648129172236 -0.16553912779970814 0.070192166041936191 -2.2702767088557496 1.5357796546147691
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 -3 4 5 21 16 8 19 -10 11 -9 -12 -4 20 -16 17 23 -19 -8 -15 -2 -1 -5
right_child=3 2 13 6 -6 -7 7 10 9 -11 12 -13 -14 14 15 -17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=-0.01697380433764116 -0.033492043716271812 0.031329120089571137 -0.033480379177338024 -0.032703937448471491 0.051356955786038418 0.030303265636271205 0.0040799105750239607 0.0036481751768158081 0.055726059446087529 0.010562271661027767 0.0085736897210353658 -0.017062682017817462 -0.00045236020349971747 -0.0018192131040370809 -0.034199319730498341 0 -0.034550453170616356 0.030185333471997179 -0.017794176405469025 -0.024659157133141332 0.036381420385672478 0.0012157361000331556 -0.034891500493597287 -0.013975715962506258
leaf_weight=3.0873321751132607 4.9435913171619195 5.520102707669138 5.5344040002673855 4.0112139079719773 5.8725168015807858 6.1748740561306468 11.089304851368071 25.301500372588634 5.8055256046354762 47.654039869084954 84.012045806273818 40.779655858874321 556.98452590405941 4.3460589833557606 7.0540076168253973 17.221605222672235 10.129021332599221 4.9267487367615121 3.3039795178920031 9.0938814710825664 5.5843687839806027 3.627125907689333 6.7633879072964174 2.3080494422465563
leaf_count=62 92 55 123 86 63 47 99 234 63 444 663 445 5225 66 131 204 164 71 74 100 67 39 97 49
internal_value=6.09725e-05 -0.00652257 -0.00124655 0.00050701 0.0162896 0.00173521 9.4798e-05 0.00066817 0.00891506 0.0156551 -0.000184819 -0.00906372 0.00072399 -0.00596422 -0.00128185 -0.00995636 -0.0177715 -0.00559345 0.0103428 -0.00868019 0.0193129 -0.0183824 -0.0300054 -0.0269668
internal_weight=881.129 55.1113 45.2605 826.018 20.6181 14.7456 805.399 780.72 73.6428 53.4596 707.078 66.0812 640.997 39.7404 34.206 24.2756 24.679 14.55 8.23073 20.1832 9.93043 8.57072 9.85072 6.31926
internal_count=8763 805 646 7958 241 178 7717 7273 706 507 6567 679 5888 591 468 335 444 280 145 199 133 131 159 135
is_linear=0
shrinkage=0.05


Tree=392
num_leaves=18
num_cat=0
split_feature=1 34 32 39 21 3 10 38 17 20 5 3 27 40 10 21 3
split_gain=1.02165 3.33678 2.74315 4.14383 4.17504 2.41817 3.67383 2.40086 2.27106 2.86692 2.15344 2.98239 6.03596 6.03303 1.88751 2.67853 1.42217
threshold=0.14062424250331548 0.0029230362726861974 -0.0069012660328533239 0.016826950134393583 -0.015859254192100967 0.081214946460890641 26.454389556676826 0.019200190206677629 1.3919306783004095 1.0184646336155849 0.097425753420625247 0.097879192322647635 0.0025065000776255818 0.012351011182235078 36.359224735279561 -0.014123102897289368 0.15246003386747972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 10 -5 -2 -7 -6 9 16 11 13 -13 -4 -8 -16 -3
right_child=1 8 3 4 7 6 14 -9 -10 -11 -12 12 -14 -15 15 -17 -18
leaf_value=0.017779187680301432 0.025100785360482877 0.0054295844780933196 -4.5647371914500565e-05 -0.027196485027106494 -0.013492500704625321 -0.013506621862831039 0.025302219402913457 0.012232195631723428 0.0099580071817598828 -0.025915552475528521 -0.014576114823987275 0.01516576800046552 -0.0054646420447496246 -0.020246579256607333 -0.0038980755780591071 0.020179755388620126 -0.013706574985796451
leaf_weight=20.817205563187599 20.136153988540173 25.350117355585098 2403.4206299111247 28.45270049571991 19.464272022247314 18.967415422201157 17.785758793354034 16.730045914649963 20.846279971301556 17.710846856236458 25.285236269235611 89.007468476891518 58.363525614142418 37.446353375911713 27.581785097718239 19.435541905462742 15.473724514245985
leaf_count=69 82 87 7162 92 63 64 59 53 77 56 82 282 192 122 96 70 55
internal_value=-5.12145e-06 0.00360438 -0.000252219 -0.000394901 -0.0128907 0.00951163 0.00567935 -0.00146311 -0.00406731 -0.00915596 -8.34155e-05 5.67937e-05 0.00696341 -0.000358423 0.0113841 0.00597056 -0.00171731
internal_weight=2882.28 183.288 2698.99 2678.17 64.647 103.907 83.7705 36.1943 79.381 58.5347 2613.52 2588.24 147.371 2440.87 64.8031 47.0173 40.8238
internal_count=8763 646 8117 8048 208 371 289 116 275 198 7840 7758 474 7284 225 166 142
is_linear=0
shrinkage=0.05


Tree=393
num_leaves=15
num_cat=0
split_feature=1 31 39 31 27 31 5 37 27 19 5 25 10 3
split_gain=1.10056 1.47749 2.16683 1.56739 5.81907 4.66357 4.07276 3.73912 3.69265 5.48337 3.32906 2.44163 2.85881 2.30325
threshold=0.28472972050346751 0.021325839060730514 0.011487215153331879 0.004329149762212753 -0.0012126654167657922 0.0037440011830894853 0.028745838673264603 -0.00060097348349907864 0.0019955699284030484 0.91126947204091002 0.03008444898048275 0.011763348564739264 80.340830431097473 0.060450814020847989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 11 7 -6 -7 -10 -8 12 -1 -13
right_child=-2 2 -4 4 6 8 10 -9 9 -11 -12 13 -14 -15
leaf_value=0.00025605272747791417 -0.011999987873545363 -0.004517711204832465 0.019215060134463568 -0.026381256833936263 0 -0.0015864226383947107 0.019121004816996037 -0.018989359032461385 0.033208978476792349 -0.00036365160476694523 -0.00042502484959908068 -0.025900194162343057 0.019216939100254078 0
leaf_weight=1733.8435015231371 18.921800017356873 15.602048218250273 23.707303136587143 23.376465290784836 47.841635495424271 28.869732856750488 22.353295430541039 57.045270629227161 32.076547682285309 19.080257743597031 726.47743644565344 17.114450827240944 20.023732140660286 16.794026911258698
leaf_count=5426 68 52 77 87 151 85 64 179 95 58 2239 61 67 54
internal_value=-1.25489e-05 6.75515e-05 0.00968099 -6.86476e-05 -0.00181376 0.00074821 -0.00113219 -0.0103556 0.0125504 0.0206134 0.000154241 0.000216439 0.000476461 -0.0130477
internal_weight=2803.13 2784.21 39.3094 2744.9 877.094 1867.8 853.718 104.887 80.0265 51.1568 748.831 1787.78 1753.87 33.9085
internal_count=8763 8695 129 8566 2720 5846 2633 330 238 153 2303 5608 5493 115
is_linear=0
shrinkage=0.05


Tree=394
num_leaves=7
num_cat=0
split_feature=14 33 3 5 39 15
split_gain=1.00233 1.10473 1.35769 2.44612 2.15025 1.36544
threshold=0.014095827087638851 0.0035941919965311211 0.020878509640049569 0.013064596387952704 0.0010722851953935319 -0.050841563829738028
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=-0.017945563142569447 0.022002912328454749 -0.026357355013078607 0.023753609238960801 -0.029262991969460868 -0.0056874091759297647 0.00083982504572521722
leaf_weight=7.5537506919354191 5.6864281985908738 4.7281528245657674 10.810893870890139 6.161937912926077 89.472167429514229 756.30285241734236
leaf_count=70 33 36 52 52 1389 7131
internal_value=6.18207e-05 0.000225366 7.4328e-05 0.000228015 -6.74038e-05 0.000142825
internal_weight=880.716 873.162 867.476 862.748 851.937 845.775
internal_count=8763 8693 8660 8624 8572 8520
is_linear=0
shrinkage=0.05


Tree=395
num_leaves=11
num_cat=0
split_feature=38 36 11 31 28 31 19 21 16 25
split_gain=0.998172 1.65098 2.43259 2.30784 8.69204 2.42887 3.89154 3.42269 1.69714 1.46017
threshold=-0.11707091287884878 -0.043309405679771588 -0.23805311480145847 -0.018747448954580831 -0.111443528074976 -0.0082688496494302162 0.73056903991370026 -0.041676306657786773 0.074245568899282452 -0.049117343651563554
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 4 -4 6 -5 -7 -6 -2
right_child=1 2 3 5 8 7 -8 -9 -10 -11
leaf_value=0.010548339083573994 -0.0011755250983031278 0.015356346859350384 0.019467257433780964 0.0088978221608786087 -0.013242909120405481 -0.011411184602238332 -0.011197697738147378 1.2905666615856136e-05 -0.037190407839650323 -0.019635222255627305
leaf_weight=22.125557154417038 24.272349759936333 25.658422723412514 15.443746879696844 152.22413945198059 15.092464730143549 67.211172565817833 28.329236075282097 2493.4434607475996 16.654038861393929 20.018274858593941
leaf_count=70 77 87 56 556 48 223 87 7443 54 62
internal_value=-4.95569e-06 -8.87608e-05 6.03944e-05 -7.91093e-05 -0.0110316 0.000108011 0.00571266 -0.000285431 -0.02604 -0.00965693
internal_weight=2880.47 2858.35 2814.06 2788.4 47.1903 2741.21 180.553 2560.65 31.7465 44.2906
internal_count=8763 8693 8554 8467 158 8309 643 7666 102 139
is_linear=0
shrinkage=0.05


Tree=396
num_leaves=25
num_cat=0
split_feature=9 9 44 1 32 5 36 7 20 29 26 28 25 40 39 19 36 28 32 28 32 1 9 31
split_gain=1.07032 3.91505 3.1799 4.35233 6.50285 3.74711 3.72147 3.26351 2.78635 4.09501 3.68659 3.21092 3.64037 2.78442 2.73946 2.65134 5.31376 1.8317 4.93766 4.92301 4.85369 7.96843 7.10456 1.71176
threshold=-82.33793402834587 -77.283706631532752 0.1294095225512602 0.044314362341426806 -0.0039310736291247013 0.071291246104262199 -0.024599862672760316 18.899929307239784 1.1840378864324868 -0.0053848337794568093 -0.011991456385068659 1.0000000180025095e-35 -0.019067578018421388 0.0097925540867233579 0.0056774119837197778 0.0061682135341357231 -0.019968969214963158 -0.0023967633092303602 0.0060046353236393327 -0.0011624320125431865 0.0031388423920687696 0.055602434924937702 -12.071068124474598 -0.0044216710332309591
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 7 23 6 -4 -1 11 10 -10 12 -2 -6 -8 16 -3 20 19 -19 22 -22 -17 -5
right_child=1 15 5 4 13 -7 14 -9 9 -11 -12 -13 -14 -15 -16 17 -18 18 -20 -21 21 -23 -24 -25
leaf_value=-0.020994294630795312 -0.023103308809447991 -0.0064105144900519096 -0.032338568154081572 0.0092689086472894418 0.035122756076656526 0.014031266578113469 -0.017522748124560488 0.0056544430396695969 -0.0061283896391976537 -0.021860799317001849 0.024360153969779669 -0.030961284980691312 0.0071399977171466332 0.010395037636903305 0.0095500911587952323 -0.0031355855727876799 0.024306343787555654 0.021106097941281696 -0.022777359143910353 0.00068344245945568078 0.04115369836592904 0.0017601296608399518 -0.0370187833378837 -0.013574765029420467
leaf_weight=17.438096955418587 19.05947632342577 24.715812668204308 15.583169177174566 15.763797402381895 32.222055956721306 18.729839459061623 17.510248400270939 32.803932830691338 21.378481477499008 16.480737529695034 18.051838755607605 23.623152315616608 20.276319794356823 18.789249733090401 19.618280991911888 561.41545824706554 31.900658026337624 29.957828193902969 21.920967005193233 1693.5384429097176 15.1573638767004 83.051794916391373 15.848032288253306 16.685339823365211
leaf_count=52 65 80 54 50 94 59 53 98 71 54 52 76 67 59 60 1869 94 90 97 5144 45 273 56 51
internal_value=-1.28189e-05 -0.000289358 0.00346123 0.008024 0.0150284 -0.00500735 -0.0118807 -0.00351886 -0.00914999 -0.000926872 0.00772959 -0.0163602 -0.00740851 0.0261507 -0.00309624 0.000134107 0.0108211 -0.000114198 0.000739224 0.00104253 -0.00232662 0.00792657 -0.00408072 -0.00232931
internal_weight=2801.52 2596.38 205.144 133.702 83.4604 71.4415 52.7117 50.242 118.87 55.9111 39.4303 62.9589 39.3358 51.0113 37.1285 2477.51 56.6165 2420.89 1745.42 1723.5 675.473 98.2092 577.263 32.4491
internal_count=8763 8133 630 404 254 226 167 150 385 177 123 208 132 153 113 7748 174 7574 5331 5234 2243 318 1925 101
is_linear=0
shrinkage=0.05


Tree=397
num_leaves=17
num_cat=0
split_feature=28 42 27 33 7 37 29 3 30 37 30 8 1 43 16 38
split_gain=1.00452 2.02515 2.02068 1.90214 1.51479 6.18199 5.29353 3.82533 4.61797 2.32295 5.60027 4.78766 2.10043 1.35255 1.31844 0.767898
threshold=0.1057500343987043 0.80780575647915809 0.01864132242979764 0.016281770079400539 74.81400799155027 -1.0000000180025095e-35 0.0073536756793326505 0.026645300949215779 0.015519065300926742 0.00049875567715751423 0.0011614625368817728 13.590567744029856 0.1087200981159213 -0.37940952255126059 0.10816583675886156 0.017614150049738767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 6 -6 9 -7 -9 11 -11 -1 15 14 -4 -8
right_child=1 3 13 -5 5 7 12 8 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.00049527217979583084 0.036833793914216421 0.026776610032049543 -0.021971605213307238 -0.018621844157754093 0.05445853593919725 0.031207197292539231 -0.014632280565231066 -0.00057201207927662194 0.047641870835691061 0.011613875278252181 -0.0038321654191925945 -0.019337480947939287 0.0074708187113235406 -0.033617408206983931 0.018979649878703143 -0.032798367914350798
leaf_weight=340.34821056667715 5.4691187590360633 3.6463191099464876 4.1973920660093427 5.8781145131215453 5.7853227462619534 10.799546264111994 11.198133710771801 183.66006251052022 5.00118314474821 118.31068432144821 115.61436948180199 37.402890532277524 5.3801368577405801 7.3032165104523283 3.4614090006798506 16.953828160651028
leaf_count=3614 48 32 62 90 56 54 108 1799 55 952 1020 374 79 166 48 206
internal_value=6.95237e-05 0.0128613 -0.00014778 -0.000624431 0.000167888 0.00391323 -0.00101621 0.00239557 0.000704154 3.75045e-05 0.00396013 -0.00237878 -0.0203292 -0.0183045 -0.0028131 -0.0258267
internal_weight=880.41 14.9936 865.416 9.52443 850.454 205.246 645.208 199.461 188.661 611.676 233.925 377.751 33.5321 14.962 7.6588 28.152
internal_count=8763 170 8593 122 8317 1964 6353 1908 1854 5960 1972 3988 393 276 110 314
is_linear=0
shrinkage=0.05


Tree=398
num_leaves=31
num_cat=0
split_feature=24 15 8 15 44 3 39 42 35 18 21 38 28 42 25 30 24 12 3 44 5 41 39 31 8 15 39 3 23 28
split_gain=1.02513 3.79223 3.65996 3.36536 5.51605 5.12461 3.83351 4.83527 4.39546 5.22427 3.97983 3.76518 3.52454 3.03166 2.76987 2.65473 2.45525 2.78187 3.99806 2.86716 4.24532 3.51494 2.5157 2.47353 2.67963 2.31644 1.87783 9.41365 5.9012 3.66132
threshold=0.0078173146860279121 0.90948564815656885 43.070141508420313 0.71815612335227075 -0.78656609248549325 0.043371635967014599 0.0031807978749367671 0.66431889956648538 0.00026316921887736827 0.46812474060499187 -0.012249394929457433 0.021170411432135831 -0.0023967633092303602 0.81045829122834756 -0.001077381526540362 0.0040328142592993095 0.011947139876288357 0.069006377035536581 0.097879192322647635 0.78656609248549303 0.024901565957604867 0.0081513294591853292 0.023008961823988084 0.0013709435573821345 37.85859654460166 1.0559885091952255 0.0063141015648697238 0.06531673319018215 0.071923636096468929 0.049619552728608511
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 14 8 10 9 -1 -8 -9 -10 25 -6 -7 17 19 -19 20 -2 -22 26 -21 -25 -4 27 29 -29 -18
right_child=16 2 13 4 5 15 7 11 12 -11 -12 -13 -14 -15 -16 -17 22 18 -20 23 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0036358209049408732 -0.0082790483001486167 -0.026381629705238663 -0.0035926657992194169 0.029364180664259634 0.00050423165244293275 0.015413989032415025 0.0008883061232198633 -0.0041170258788584876 0.024887272527821618 -0.019104289403225474 -0.0054212918977992117 -0.03086936466024769 0.0051881470807032034 0.009083422983127613 -0.022645417942047111 -0.0023733076701835491 0.00098937073646853443 -0.023372146808573184 0.0055689615949055691 0.0085457126354790761 0.0080553567462744499 0.024878013223498238 0.018147312180021545 0.0050988499008690269 -0.019571517276571158 -0.020466994545650541 -0.00269755260667976 0.030871154661250573 -0.00073195054426951746 -0.015103588381321937
leaf_weight=147.68784033507109 33.03469742834568 23.959086701273918 60.880159676074982 22.893206804990768 28.621532946825027 66.102388560771942 676.3962337821722 28.474710941314697 37.929342478513718 30.356443092226982 395.34741134941578 25.223574012517929 58.636839255690575 28.93996012955904 22.852185562252998 30.00983726978302 141.78326618671417 20.74994383752346 27.389501303434372 29.570404723286629 196.53481568396091 37.368539899587631 17.567772731184959 17.592935681343079 28.013846896588802 31.231201000511646 503.94953487813473 40.067005187273026 22.874674066901207 46.769087761640549
leaf_count=448 98 71 186 69 88 195 2013 82 126 94 1223 74 177 92 73 86 428 61 89 85 578 109 72 50 86 96 1575 119 74 146
internal_value=-7.05214e-06 -0.000785709 -0.00851953 -6.79485e-05 0.0065593 0.00297052 -0.000878906 -0.0021743 0.00441069 -0.000221835 -0.00143482 -0.0168103 0.0129951 -0.00492405 -0.00970028 0.00981147 0.00113695 0.00437064 -0.0068247 0.0059621 0.00839499 0.0107738 -0.000489462 -0.00260985 -0.00995513 -0.00938428 -0.00093182 0.00258619 0.0193235 -0.00298176
internal_weight=2878.81 1715.54 145.01 1570.53 170.479 147.586 1400.05 1125.44 274.61 178.044 1071.74 53.6983 96.5662 121.051 51.4737 96.1122 1163.27 390.255 48.1394 342.115 266.938 233.903 773.011 75.1772 45.6068 92.1114 755.444 251.494 62.9417 188.552
internal_count=8763 5193 445 4748 511 442 4237 3392 845 542 3236 156 303 374 161 281 3570 1156 150 1006 785 687 2414 221 136 282 2342 767 193 574
is_linear=0
shrinkage=0.05


Tree=399
num_leaves=31
num_cat=0
split_feature=31 27 28 5 1 44 28 31 32 19 35 29 38 38 36 44 16 5 12 28 20 40 5 35 3 42 27 40 28 3
split_gain=1.06595 4.95201 4.68052 7.65492 6.79042 9.07167 4.72033 4.41802 3.83786 4.96256 3.22509 4.16928 2.69621 2.64531 2.4245 2.1551 1.84398 7.84955 5.57587 7.42457 5.2248 4.41878 7.33758 7.10193 5.75625 4.208 5.33284 3.3475 7.11131 4.19347
threshold=0.004329149762212753 -0.0012126654167657922 0.027632564409963287 0.028745838673264603 0.045726484167130439 -0.5 0.030419417970884346 0.0037440011830894853 -0.0010276433055943434 0.91126947204091002 -0.0075326741442656711 -0.0049945829127762123 0.021170411432135831 0.041531877038733962 -0.0028558039662950336 -0.78656609248549325 0.024748396467124321 0.040654159886721657 0.034196411274413925 0.012987393236599394 -0.084341937161119415 0.0040381606014398786 0.023359690230984328 0.003212507813255328 0.038193541973777216 0.25383863451874195 0.0016748044131788093 0.0070274671643767656 0.014673524016921305 0.062035394707252105
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 12 5 -5 -4 16 -9 -10 15 -12 14 -6 -3 -8 21 18 19 -18 -20 22 24 -24 -1 -23 -27 28 -19 -29
right_child=1 2 6 4 13 -7 10 8 9 -11 11 -13 -14 -15 -16 -17 17 27 20 -21 -22 25 23 -25 -26 26 -28 29 -30 -31
leaf_value=-0.00099057091537309099 -0.0240364785539295 -0.017261953602266917 0.024073980201440384 -0.016043240770099072 -0.0038919789191497532 0.027907554651406555 0.0067453994328819482 -0.0032638411658291854 0.031200871377840746 -0.00032939915524293767 0.021603259217204272 0.0010777280482499223 -0.0062353210135604811 -0.020814114645217902 -0.043324814753362875 -0.011165642227511881 -0.0046513167709673047 0.013844456282747601 0.0010146389937714295 0.027826448591206355 -0.014723546658285826 -0.010054330605830232 -0.030105116540719897 0.00671796006544497 0.027042673847759342 0.011037110417241335 -0.002766676728184096 -0.011036099835752261 -0.0075808589980765305 0.0015624561981655901
leaf_weight=188.41760758310556 23.484879940748215 18.630337715148926 21.92226231098175 17.421223714947701 90.611042782664299 34.946712821722031 20.611386179924011 26.389337196946144 34.364535108208656 19.071663305163383 25.949329629540443 513.10184958949685 16.878615632653236 31.448538973927498 19.225212693214417 82.926424618810415 70.047641381621361 132.97127644717693 70.301492922008038 23.333189487457275 204.06732623279095 38.248915031552315 40.239741578698158 19.047097340226173 20.155654013156891 260.31021590530872 94.908507704734802 75.765218399465084 54.222956120967865 510.17373671755195
leaf_count=626 88 63 65 57 274 98 63 78 102 58 76 1591 51 106 63 261 209 390 214 76 635 117 126 58 57 783 275 257 160 1686
internal_value=-1.50859e-05 -0.00141444 -0.00081174 -0.00697535 -0.00182051 0.0131885 0.00130703 0.000664234 0.0121682 0.0198746 0.000518922 0.0020789 -0.0232784 -0.00830635 -0.0307092 -0.00754876 0.000151265 -0.00106342 -0.00707858 0.00343154 -0.0106738 0.00225417 -0.00268613 -0.0181994 0.00170615 0.0056299 0.00733516 0.00179184 0.00761094 -5.96816e-05
internal_weight=2799.19 917.158 893.673 229.162 174.428 52.3679 664.511 1882.04 79.8255 53.4362 642.589 539.051 54.7342 122.06 37.8556 103.538 1802.21 1140.88 367.75 93.3808 274.369 661.328 267.86 59.2868 208.573 393.468 355.219 773.133 187.194 585.939
internal_count=8763 2856 2768 712 535 155 2056 5907 238 160 1991 1667 177 380 126 324 5669 3627 1134 285 849 2042 867 184 683 1175 1058 2493 550 1943
is_linear=0
shrinkage=0.05


Tree=400
num_leaves=14
num_cat=0
split_feature=35 28 34 36 39 35 26 1 11 10 2 39 39
split_gain=0.987257 2.08561 2.57033 1.28381 3.18955 3.76933 1.84141 1.78947 1.76504 2.15186 2.52476 2.21262 0.685393
threshold=-0.027390255266718896 -0.022894645946220631 -0.015767216496010813 -0.028612460357750721 0.0081495871258244739 -0.019633295292737215 -0.017914743919993887 0.1519807178232844 -0.081008576386701767 31.87985971108041 0.32755226586597458 0.0023128244592316859 0.017196672484904505
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 7 -5 -8 11 -11 -10 -7
right_child=3 -3 -4 6 5 12 8 -9 9 10 -12 -13 -14
leaf_value=-0.031433334403110545 0.051386563852089256 -0.034205512072499868 0.028700646577726543 -0.034135625178815195 0.040987969348080494 -0.033735136710661327 0.024750975340442433 0.0047601934674843206 0.014749567854992304 0.013238562764124717 1.1759663214833354e-06 -0.017673734287699343 -0.00046254358159991617
leaf_weight=2.8040622463449836 4.1624925890937439 6.28226356115192 4.3959064995869994 7.5312200896441919 3.6369726713746777 4.1686694351956239 7.225960671901702 4.4575839573517442 6.1533400956541291 37.755699942819774 758.89630133099854 29.465806112624705 2.9236322492361069
leaf_count=89 36 109 82 148 51 73 68 61 46 442 7082 428 48
internal_value=7.44491e-05 -0.0132937 0.00448647 0.000289759 0.014795 0 2.84958e-05 -0.0193403 0.000313327 9.21986e-05 0.000636393 -0.0119069 -0.0209116
internal_weight=879.86 13.4822 7.19997 866.378 14.8918 10.7293 851.486 11.9888 839.497 832.271 796.652 35.6191 7.0923
internal_count=8763 280 171 8483 208 172 8275 209 8066 7998 7524 474 121
is_linear=0
shrinkage=0.05


Tree=401
num_leaves=22
num_cat=0
split_feature=29 4 5 5 29 39 5 28 40 40 20 32 4 37 11 12 19 32 17 25 28
split_gain=1.00902 5.09272 3.6748 4.44637 3.63569 5.06735 3.60416 6.1405 3.41306 3.17171 3.66672 2.94537 3.92079 4.08766 4.49632 3.56587 2.71038 2.24793 2.12769 1.74501 1.73792
threshold=0.013366596187858073 0.66098904962055105 0.044220422487232146 0.051755512613318004 0.0087849613291405299 0.0038211283367563229 0.067330068449149558 0.013598572403658372 0.011591995535162681 0.0047764033434568526 1.9068696762144612 0.0030872233700991163 0.89261531470120625 0.023083662598902269 0.95682599646827315 0.07733084485214857 0.89408864101452712 -0.00025096067558194379 1.5093047160268629 0.009998064050677314 0.040677393624798906
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=4 -2 -3 19 11 -6 7 -5 -8 -7 17 12 13 14 -1 -13 -14 -11 -18 -4 -15
right_child=1 2 3 6 5 9 8 -9 -10 10 -12 15 16 20 -16 -17 18 -19 -20 -21 -22
leaf_value=9.6655717326403723e-05 0.024339089993321912 0.023643519265378752 -0.02905819033657861 0.037883047437833266 0.012307869737259248 -0.031632218110881148 -0.008780602964047644 0.0036853810953153248 0.0063255701581765179 -0.028034452610036315 0.01179030769006476 -0.025791952437656137 -0.0054260002122420185 0.0065910557048298292 -0.018576997979384495 0.0021351078793233939 0.03062023079855308 -0.0080454559013590273 0.010080082609346883 -0.005688501597435466 0.028283085775616619
leaf_weight=2121.3540114760399 24.816662445664406 16.544110953807831 16.786521330475807 15.717573747038839 31.216786123812199 14.732473209500311 96.286679029464722 80.176691338419914 60.659616887569427 15.784379839897154 21.550799280405045 23.574353620409966 18.100643247365952 22.224450916051865 32.62769290804863 21.484716132283211 18.558125093579292 147.45057089626789 43.396490328013897 16.481852784752846 16.831829100847244
leaf_count=6382 81 53 49 47 98 50 310 246 217 51 66 73 54 69 108 72 56 449 130 51 51
internal_value=-6.35584e-06 0.00260412 0.00079795 -0.000513413 -0.000343789 -0.00632873 0.00173193 0.00937627 -0.00290993 -0.00927438 -0.00744866 0.000250007 0.000503302 0.000104004 -0.000184734 -0.01239 0.0113655 -0.0100249 0.0163528 -0.0176819 0.0161156
internal_weight=2876.36 327.47 302.653 286.109 2548.89 230.735 252.841 95.8943 156.946 199.518 184.786 2318.15 2273.09 2193.04 2153.98 45.0591 80.0553 163.235 61.9546 33.2684 39.0563
internal_count=8763 1054 973 920 7709 714 820 293 527 616 566 6995 6850 6610 6490 145 240 500 186 100 120
is_linear=0
shrinkage=0.05


Tree=402
num_leaves=31
num_cat=0
split_feature=7 7 41 21 32 29 28 5 40 32 12 28 21 43 31 33 38 3 1 32 28 38 27 16 27 16 19 17 5 27
split_gain=1.0539 3.53018 6.70798 4.03812 6.30445 4.5011 3.42269 6.72992 4.69066 8.20528 8.20325 4.70057 4.46506 4.26479 3.59009 4.82707 4.73085 3.28537 3.20633 3.20252 3.13296 2.69781 2.5251 3.16805 3.04802 5.96087 2.71341 2.30605 2.05592 1.6653
threshold=75.409521197435581 71.773075648631249 0.0075242112138003267 -0.019316801312410887 0.0019651226602105656 0.0032459152292000364 0.042057916129569085 0.082917398927416466 0.0067977934396876742 0.0030049383344542954 0.039375589083085465 0.023616979500161464 -0.0161437768060405 -0.70710678118654735 0.0014654345832088914 0.010024870740929753 0.029975231735051903 0.045782421815025412 0.052182690930714336 0.0047662665941747987 0.005739216474223853 0.056943285172126219 0.010168991363746167 0.063675178587284872 0.0087303211315002526 0.034919507146408464 0.75418681853304004 0.23578635245910748 0.039741278609867377 0.0069384378466076551
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 18 5 -5 7 8 10 20 11 -2 -11 -12 -8 17 -17 -16 -3 22 -10 -18 24 27 28 -26 -25 -24 -1 -4
right_child=6 2 29 4 -6 -7 14 -9 9 12 13 -13 -14 -15 15 16 21 -19 -20 -21 -22 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=-0.0012606992976195647 -0.0017144628529092304 -0.016089092578066986 -0.023374777408046183 0.008215999734728887 -0.0067687589165085441 0.035301772769240604 0.028399383552287667 0.021719102428906747 -0.042295183611779912 0.011755153284694744 0.031343952016994678 -0.017885285951204252 -0.012170709948265426 0.0039531076680650581 0.0024182345110651806 -0.018511572007084264 0.0089411353661695402 0.033806546225916216 0.0145182072267467 -0.022424346526424242 -0.018051154881844556 -0.0031624404199579494 -0.025973202212163496 -0.011005622565577943 -0.0075353242768152404 0.032761778611803072 0.015903733605835486 -0.0046536106470085759 0.0021422766604531798 -0.00055786551761424904
leaf_weight=990.48284807801247 143.94758668541908 17.65544219315052 16.373514533042908 24.237341426312923 18.463472161442041 44.789948508143425 12.884466331452129 23.12662099301815 22.802287705242634 31.077609516680241 22.221833765506744 65.805090218782425 51.584577448666096 40.624628990888596 16.399357363581657 33.643463909626007 77.986886605620384 17.703878611326218 16.364944152534008 15.73734726756811 35.426363214850426 111.35767835378647 27.475631952285767 17.664544001221657 16.241035223007202 20.431767053902149 19.537579849362373 24.817980974912643 803.31349495053291 16.449979163706303
leaf_count=3041 446 52 53 73 58 132 39 81 82 97 63 209 172 119 51 99 233 52 54 61 109 392 83 58 49 60 62 76 2553 54
internal_value=-1.50546e-05 0.000547512 0.00782256 0.0132584 0.0189403 0.0258892 -0.00168599 -0.00442639 -0.00590571 -0.0133164 -0.00205374 -0.00681762 -0.00311181 0.0137521 0.00272738 0.00141082 -0.00125035 0.0189101 -0.00122002 -3.03224e-05 -0.0276871 0.00179845 0.000151789 -0.00804039 0.000555472 0.0148077 0.00299717 -0.0159788 0.000260498 -0.012128
internal_weight=2796.63 2090.04 154.335 121.511 87.4908 69.0273 706.592 436.617 413.49 140.891 272.599 209.753 82.6622 62.8465 269.976 257.091 222.988 34.1032 34.0204 1935.7 58.2287 189.345 1919.96 89.4957 1830.47 36.6728 37.2021 52.2936 1793.8 32.8235
internal_count=8763 6519 476 369 263 205 2244 1378 1297 460 837 655 269 182 866 827 724 103 106 6043 191 625 5982 279 5703 109 120 159 5594 107
is_linear=0
shrinkage=0.05


Tree=403
num_leaves=13
num_cat=0
split_feature=15 7 0 0 15 32 8 30 27 15 17 7
split_gain=0.974616 1.13447 2.10982 1.50182 1.60977 1.90542 1.43593 3.21485 8.42208 1.71221 2.03154 0.282265
threshold=-0.37362373751579908 13.077814458226113 0.1226017564889422 0.10191204891055021 -0.26169960635711881 -0.0027806208755174889 -108.35957370309868 0.002049220281508792 -0.00027840437509236738 -0.19394825122918558 -1.6776853046539273 28.059744224438724
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 4 5 -3 7 8 -5 -8 -11 -1
right_child=1 3 -4 6 -6 -7 9 -9 -10 10 -12 -13
leaf_value=-0.031542010958870006 0.043285392365742172 -0.022902148669518209 -0.0072628938892141939 0.0053532347561973843 -0.034035007117121756 0.023564409431926895 -0.026562010339441951 -0.013259463846246261 0.07889091851675295 0.021750353650401594 -0.00019581904543854254 -0.0019652719317354694
leaf_weight=3.0190184703096739 4.1419329205527893 4.6214934112504116 3.6968672312796116 20.237752015702426 6.5395445413887492 4.0259592635557047 5.9709810279309741 10.072385983541606 4.7823402769863632 10.583897916600106 800.11738672293723 1.622377600520849
leaf_count=107 54 96 60 237 113 74 98 96 29 93 7669 37
internal_value=8.06985e-05 0.000208874 0.0190252 3.07992e-05 -0.0154958 -0.000675231 0.000315294 0.0102057 0.0198664 -0.000104774 8.7174e-05 -0.0225176
internal_weight=879.432 874.791 7.8388 866.952 15.187 8.64745 851.765 35.0925 25.0201 816.672 810.701 4.6414
internal_count=8763 8619 114 8505 283 170 8222 362 266 7860 7762 144
is_linear=0
shrinkage=0.05


Tree=404
num_leaves=24
num_cat=0
split_feature=1 12 28 39 21 12 33 3 28 44 5 20 28 33 3 15 1 40 8 1 40 36 35
split_gain=0.951045 3.2266 3.19994 2.70583 3.64797 2.53633 6.80259 3.81545 5.40726 2.79734 2.48293 2.40056 2.28659 2.26937 5.28834 5.37675 3.40451 3.31624 6.83037 4.83717 3.89537 3.30485 2.54878
threshold=0.14062424250331548 0.064144110372399629 0.084297916693697419 0.016826950134393583 -0.022768771497055525 0.094592955231158196 0.024855374544179892 0.15246003386747972 -0.111443528074976 0.25881904510252057 0.088089165009911624 0.10646287080804719 -0.057896298341716626 0.021865380299260804 0.11519043146171358 0.1429544965546361 0.085231026168251497 0.012351011182235078 -55.153683689573789 0.077770507440309999 0.011977283740904421 0.0070469034926684557 0.025472756398306377
decision_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=3 2 -2 13 -5 6 9 12 11 -3 -6 -9 -7 17 16 -16 -15 20 -19 -20 22 -17 -1
right_child=1 5 -4 4 10 7 -8 8 -10 -11 -12 -13 -14 14 15 21 -18 18 19 -21 -22 -23 -24
leaf_value=-0.00037619651362485497 0.030502247635821447 0.014708398935456696 0 -0.025179297464725699 -0.011783431065306023 0.0045839433229502985 -0.037875000319302347 -0.0017653826416694368 -0.021218960267418978 -0.0099182965270788546 0.010665099937113103 0.026072741727593586 0.030957395861787331 0.040770972862139029 0.022701931181823294 -0.026599039076372007 0.0085619373468661785 0.020653732743204256 -0.034214816346777602 -0.0052913637046152892 0.021559633135852824 0.0031213881959332524 0.01025255638775785
leaf_weight=2379.3436446264386 19.541252218186855 21.683017961680889 15.248527854681013 24.997793108224869 27.380947530269623 16.028604365885258 14.1267012655735 16.341775596141819 22.521010771393776 24.280885383486748 22.1150903403759 14.091914519667624 18.035088881850243 15.345834657549856 15.377842769026755 19.333750858902931 18.701873391866684 13.834531798958777 26.149246960878372 33.363843478262424 20.791734643280506 17.480650924146175 57.661725446581841
leaf_count=7098 83 77 53 84 85 52 51 53 73 87 73 52 65 48 52 67 62 44 85 107 70 62 180
internal_value=-8.30696e-06 0.00348797 0.0171602 -0.00024654 -0.0096367 0.000211194 -0.00764671 0.00569741 -0.0026199 0.00159727 -0.00165121 0.0110041 0.0187435 1.91629e-05 0.00799231 -0.00192507 0.0233024 -0.000250824 -0.0107203 -0.0181199 6.00046e-05 -0.0123812 -0.000122249
internal_weight=2873.78 181.899 34.7898 2691.88 74.4938 147.109 60.0906 87.0184 52.9547 45.9639 49.496 30.4337 34.0637 2617.38 86.24 52.1922 34.0477 2531.14 73.3476 59.5131 2457.8 36.8144 2437.01
internal_count=8763 646 136 8117 242 510 215 295 178 164 158 105 117 7875 291 181 110 7584 236 192 7348 129 7278
is_linear=0
shrinkage=0.05


Tree=405
num_leaves=31
num_cat=0
split_feature=37 0 29 26 44 26 24 14 21 20 26 25 42 39 19 4 7 28 21 31 15 28 1 25 42 29 39 5 1 38
split_gain=1.0566 6.00922 3.92424 5.20169 4.38234 4.87921 4.09128 3.76036 5.00811 3.95029 3.68121 4.99005 3.90703 4.10139 3.67621 3.61052 3.07032 4.37382 4.98455 8.30019 3.92377 3.6117 5.68481 2.9555 2.63212 2.55169 2.49999 2.26713 2.15262 2.08736
threshold=-0.00045133823954707214 0.62704215713217348 -0.0027301282112011101 0.00063604080737757033 -0.37940952255126015 0.0028397823109974018 0.0054273935732969012 2.0319972169895273 -0.030690498803829982 -0.37365795547369396 -0.0035484097018497404 -0.0079785346579191539 0.35166085386933521 0.0023757534836233388 0.92032828282828472 0.42256467676351117 49.599102856962013 0.036119522735707101 -0.016247511666346973 0.0099284197676463379 0.57653601779249131 0.039073950988631402 0.056745925254189582 -0.0016678744728987969 0.51169108450955769 0.0014192476854383298 0.0070350403674899952 0.020007972527114268 0.061620732327745426 0.0095122906757163523
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 26 10 7 6 -6 8 -5 -9 11 15 -12 -14 -7 -4 17 23 19 -19 21 27 -23 24 -1 -3 -2 -18 -28 -22
right_child=2 25 3 4 5 14 -8 9 -10 -11 12 -13 13 -15 -16 -17 20 18 -20 -21 29 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00015438029925141287 0.021700068741609943 0.030500757310420804 0.0081497524019195997 0.01382347726016294 0.017622800726436752 -0.0032696654369956564 0 0.018404378498035421 -0.0082162813886406828 -0.0052224602279394954 -0.036342825896208034 0.025012394011795853 0.0061311340557061245 -0.013076642762850633 0.0039717982698570789 -0.026212579190762808 -0.010656970870650243 -0.032669358661188662 0.0093679457646560788 0 0.0030180664097403062 0.042932937094534357 0.0048337309536657927 -0.020128652418181497 0.010174085088995146 0.0078685010414575231 -0.010811993664714222 0.0077212400682848464 0.01291514473078275 -0.016533368409029199
leaf_weight=759.87247637659311 29.780750021338463 22.289632067084312 15.677651137113573 27.775921180844307 82.194659896194935 359.60226177051663 55.048842266201973 34.127438575029373 321.25660498440266 36.072256047278643 14.518449291586874 17.8294318318367 34.261091507971287 139.24199901521206 341.51794378459454 14.488979265093802 19.174662433564663 40.058930337429047 23.292524307966232 37.716988295316696 27.906017109751701 18.133278161287308 21.936116456985474 17.322695918381214 66.958322316408157 30.099648863077164 17.04706597328186 121.37075286358595 21.298693969845772 25.947514526546001
leaf_count=2419 99 65 48 87 248 1100 164 110 1030 132 49 54 110 436 1053 55 63 128 70 111 86 50 67 59 203 92 52 373 72 78
internal_value=-1.55984e-05 0.00107727 -0.000880992 -0.00141952 -0.00013696 0.0019461 0.0105648 -0.00431397 -0.00644458 0.0062024 -0.00822938 0.00404663 -0.0113901 -0.0092536 0.000250608 -0.00822129 0.000336383 -0.000929662 -0.010755 -0.01685 0.00545978 0.00900214 0.0222638 0.000241914 0.000677121 0.0176327 0.0108372 0.00517255 0.00223622 -0.00632265
internal_weight=2793.82 1232.08 1561.74 1493.61 1257.6 838.364 137.244 419.232 349.033 70.1997 236.018 47.9961 188.022 173.503 701.12 30.1666 1179.69 945.222 101.068 77.7759 234.468 180.615 40.0694 844.153 826.831 52.3893 68.1265 140.545 38.3458 53.8535
internal_count=8763 3864 4899 4676 3924 2565 412 1359 1117 242 752 157 595 546 2153 103 3707 2990 309 239 717 553 117 2681 2622 157 223 436 124 164
is_linear=0
shrinkage=0.05


Tree=406
num_leaves=31
num_cat=0
split_feature=21 33 16 44 34 11 29 40 40 1 21 12 29 29 12 33 3 33 29 28 8 33 3 14 37 21 6 39 39 38
split_gain=0.965114 2.26529 2.35121 2.57239 2.20282 1.78795 1.44 1.22829 5.03789 3.20421 3.1628 3.02287 4.30557 3.84954 2.63555 2.59557 3.03513 2.47883 3.22311 3.10071 2.46004 2.27257 2.16651 2.03442 1.8008 1.17989 2.14146 0.833877 0.513585 0.190001
threshold=-0.034285373851221171 0.017326640617203945 0.050050234973192713 1.0000000180025095e-35 -0.015767216496010813 0.40731590310386317 0.0035355777051500063 0.0073754352970243084 0.0076380508849767581 0.072176926531100818 0.00089772857442038895 0.04661183252566365 0.0028885691178012212 -0.0029180176638221584 0.048853769330093728 0.013668618063039361 0.060004728208073711 0.012604843405047533 0.0070879479963319456 0.029516704102622675 -79.056850673758916 0.008251667925654611 0.032266835123050737 1.7653512936228146 0.034675969761532983 0.011280438773454223 76.455344468271463 0.02066338688816113 0.0056320296456955693 0.032222374593141041
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 -7 9 17 10 15 12 13 -10 28 16 -2 18 -9 -19 -16 -11 -12 -24 -14 26 -23 29 -13 -6
right_child=7 2 4 5 27 6 -8 8 11 21 22 14 24 -15 20 -17 -18 19 -20 -21 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.033966483809764247 -0.00027834715811329874 -0.014607925578516524 0.022391219202664344 0.0469119624899281 -0.033919468681062874 -0.017492454003274028 0.028176239077280792 0.027436140104224172 0.0081757084075960405 0.021536544626274821 -0.0066992953138444045 -0.0093792988847703901 -0.026979312007005547 0.058626536724880711 0.012262156250460687 0.022134305325105626 -0.016190100287950024 0.012233122860188184 -0.01906521002404463 0.063340748544660014 -0.0023698950623917839 -0.0093501450059950402 0.038913773588682123 0.0085974377941910769 0.010759136536293909 0.0049119922723752868 -0.035308256019741815 8.6733861502946439e-05 -0.034811396899498241 -0.012899814247680575
leaf_weight=6.6295252675190559 452.08111044205725 6.3665621196851161 2.90843439847231 4.9749391600489599 8.8113674838095886 3.0709707858040929 3.5482346499338746 9.507195997983219 7.8758356533944607 3.837147142738103 7.7232851013541248 3.9301310647279006 5.4087680876255018 7.7512838765978831 34.52962714061141 11.948923841118811 32.058522159233689 5.9382036142051202 5.8825141564011565 6.6120200213044882 168.20919825043529 18.443934644572437 11.046609146520497 12.186619297601281 7.1231508608907461 4.5776989571750155 15.005656875669954 2.4719940898939976 6.3267916571348906 2.38999134954065
leaf_count=112 3896 82 38 39 183 48 58 70 69 27 63 46 47 35 468 88 324 64 55 48 2025 220 59 101 77 50 185 45 81 60
internal_value=8.08704e-05 -0.00737653 -0.00204564 0.0102952 -0.015694 0.0244054 0.00629918 0.000454062 0.00324064 -0.000855544 0.000193801 0.000886313 0.0162636 0.0337316 -0.00112985 -0.000765472 -0.00134544 0.0233074 0.00933048 0.039842 0.000102341 -0.0141542 0.0156804 0.0233311 -0.00521757 -0.0179338 -0.0212147 -0.0242618 -0.025734 -0.0300308
internal_weight=879.176 41.172 34.5425 17.9607 16.5818 11.5941 6.61921 838.004 269.095 568.91 527.045 241.155 28.159 15.6271 212.996 496.089 484.14 27.9399 15.3897 12.5502 202.739 41.8644 30.9565 23.2332 12.5319 38.0273 33.4496 13.6734 10.2569 11.2014
internal_count=8763 665 553 227 326 145 106 8098 3085 5013 4531 2848 228 104 2620 4308 4220 237 125 112 2493 482 223 160 124 455 405 288 127 243
is_linear=0
shrinkage=0.05


Tree=407
num_leaves=30
num_cat=0
split_feature=14 6 42 2 40 6 35 28 8 39 42 25 31 1 17 43 10 42 37 8 27 28 31 1 32 21 2 8 6
split_gain=0.980349 1.95266 2.82335 3.34499 1.97524 1.21418 1.21239 4.69166 3.17704 2.84482 3.1042 5.12066 4.60144 2.73515 3.24637 2.867 2.27426 4.984 2.64705 2.28911 3.96439 2.08046 5.92179 6.86728 4.84515 4.70141 4.49789 1.54013 1.0735
threshold=0.10415569540693335 60.85133278861305 0.52717883761104012 0.49028549746311539 0.0064682002196762055 43.47636941390104 -0.0065857029544268966 0.0031661553528008028 -104.62236596834869 0.0062467428714502024 0.20115155529347908 -0.010590673523794938 -0.0010590313329981906 0.061010650297386476 -1.974130465335981 -0.78656609248549303 39.61690514327622 0.29922520043077566 -0.0053449733648028288 -110.43203448148431 -0.0020347288077492 -0.0023967633092303602 -0.001135349838324266 0.034535916284812583 0.0060046353236393327 -0.0065081480630427057 0.33200529274671281 -115.84620926767219 50.158834089127971
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -5 7 9 27 10 12 -12 -2 15 -15 -11 19 -18 -19 20 -9 22 23 -10 26 -24 -23 -8 -4
right_child=6 4 28 5 -6 -7 8 16 21 13 11 -13 -14 14 -16 -17 17 18 -20 -21 -22 24 25 -25 -26 -27 -28 -29 -30
leaf_value=-0.009571263907964098 0.016645750278125829 0.0010692628004892223 -0.0016358486474870966 0.027444804915430734 0.024499525357782877 0.0081609039073899988 -0.0044001330467588803 0.024088715387765275 -0.013020375370157204 0.026327899192983392 -0.029287916405198011 -0.0019000676887551188 -0.016818445838372637 0.0064469258693638405 -0.0085088537360592676 0.003130210749696636 -0.014626241491480549 0.016825534750495551 0.003549985057302914 0.027929773904338123 -0.0092896615282792912 -0.023505007170184371 0.015672800265916425 0.0023533933035336167 0.02155651945445303 -0.0093149324080071677 -0.0015083553030673935 -0.024748361347616224 -0.01712443015781985
leaf_weight=16.80194017291069 23.346090868115425 17.09011422097683 26.864653661847115 16.312600553035736 20.07326003909111 18.453347519040108 18.896541446447372 17.49672044813633 90.443812854588032 17.948870718479156 33.560439974069595 35.498434692621231 18.128493547439575 58.347058847546577 94.749566048383713 53.493666887283325 30.1452696621418 51.982256129384041 140.22345367819071 22.4207673817873 17.645132660865784 23.559688121080399 108.75611012428999 366.47021567076445 22.288223549723625 22.424335591495037 1447.5488156676292 19.772152930498123 20.146554976701736
leaf_count=56 70 51 83 49 66 55 58 54 281 52 100 103 51 189 313 159 88 151 422 71 53 74 333 1173 89 71 4329 59 60
internal_value=-7.84629e-06 0.00413622 0.000397845 0.00851747 0.0138907 0.0174053 -0.000215484 0.00173639 -0.00078407 -0.00224389 -0.0088109 -0.0153051 0.00189305 0.00096907 -0.00277589 0.00905683 0.00651797 0.00419006 0.00717326 0.0154005 0.00720836 -0.000517412 0.0019977 -0.000681009 -0.00151127 0.0113594 -0.0018656 -0.0149706 -0.00840184
internal_weight=2870.89 135.742 98.5791 51.5679 37.1634 34.7659 2735.15 614.986 2120.16 335.073 110.533 69.0589 41.4746 224.539 153.097 71.4425 279.914 222.351 192.206 57.5626 35.1419 2081.49 588.094 456.914 1493.4 131.18 1471.11 38.6687 47.0112
internal_count=8763 420 303 160 117 104 8343 1876 6467 1037 324 203 121 713 502 211 839 661 573 178 107 6350 1858 1454 4492 404 4403 117 143
is_linear=0
shrinkage=0.05


Tree=408
num_leaves=25
num_cat=0
split_feature=4 4 44 7 31 5 36 1 1 34 39 20 28 7 28 25 19 36 40 12 40 1 33 21
split_gain=1.05013 3.59151 3.02209 4.02691 4.52574 3.47831 3.48309 2.97943 2.90565 2.77814 2.59985 2.55501 3.03467 3.06956 2.98751 3.50279 2.44446 4.88291 1.64277 6.72058 6.62608 7.73105 4.70139 4.63464
threshold=0.17662065971654112 0.22716293368467236 0.1294095225512602 18.899929307239784 -0.0053835244374843272 0.071291246104262199 -0.025359756644543537 0.040739504620064683 0.063385452444559939 -0.0055101336168221762 0.0056774119837197778 1.1840378864324868 0.0021194925169499873 22.013293539204955 1.0000000180025095e-35 -0.019067578018421388 0.0061682135341357231 -0.019968969214963158 0.0089614027083354288 0.04576387730006528 0.0072187172026142426 0.036054277710441264 0.012376823431944033 -0.029085861584053026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 4 -1 6 -4 -5 -9 -6 -8 14 13 -13 15 -2 17 -3 20 -20 23 -22 -21 -18
right_child=1 16 5 7 9 -7 10 8 -10 -11 -12 12 -14 -15 -16 -17 18 -19 19 22 21 -23 -24 -25
leaf_value=0.015730675210278686 -0.022574632577641838 -0.0061782646802313315 -0.032700819207859021 0.0039868145427428827 -0.022484120130759882 0.013518472172312015 -0.01758746912601062 0.038360337837533447 0.010550658685674761 0.0037972437641676051 0.0084004788791169852 0.0040877575753209255 0.015788555501776737 -0.024302967134123957 -0.029998218857640532 0.0071632747196008015 -0.021758140182153454 0.023299105355964939 0.034375992093201517 -0.015702749163868015 0.01854881180687688 -0.0089391824205693523 0.0023121525975862904 0.001032274861901547
leaf_weight=24.915057599544525 18.951445654034615 24.603204101324081 14.092779137194155 28.890572443604469 23.393599718809128 18.65978080034256 17.715095087885857 20.616763889789581 18.506770685315132 17.038938596844673 20.591226503252983 20.034802123904228 18.037312015891075 17.593068651854992 23.211902737617493 20.195377722382545 22.564011737704277 31.901955142617226 15.573519568890331 38.410464614629745 27.450822830200195 341.51374590396881 597.52797885984182 1369.0028444454074
leaf_count=79 65 80 50 87 70 59 54 60 57 51 63 63 57 57 76 67 67 94 54 132 80 1115 1978 4148
internal_value=-1.50785e-05 -0.000289567 0.00343207 0.00788202 -0.000911392 -0.00484856 -0.0114978 0.016393 0.0253933 -0.0113033 -0.00350219 -0.00880719 -0.000920394 -0.00908315 -0.0157546 -0.00712664 0.000115984 0.0103876 -0.00012299 0.00201942 -0.000918732 -0.00687607 0.0012139 0.000657603
internal_weight=2790.99 2586.57 204.421 133.362 65.3476 71.0589 52.3991 68.0141 39.1235 40.4325 38.3063 118.024 55.6652 37.6279 62.3587 39.1468 2468.55 56.5052 2412.04 651.512 1760.53 368.965 635.938 1391.57
internal_count=8763 8133 630 404 200 226 167 204 117 121 117 385 177 120 208 132 7748 174 7574 2164 5410 1195 2110 4215
is_linear=0
shrinkage=0.05


Tree=409
num_leaves=30
num_cat=0
split_feature=10 16 1 39 37 41 20 44 16 43 37 10 3 27 28 29 3 39 28 5 13 22 31 21 21 5 10 5 38
split_gain=1.01685 2.9386 3.93621 2.8104 3.10434 4.70129 3.59971 2.46094 3.21563 3.75869 2.3526 3.92905 2.39222 2.19156 4.30974 7.40006 4.44393 4.25412 4.86056 4.42849 2.95789 2.59471 2.14226 2.36252 1.95866 3.1759 2.52955 0.0579796 0.0214494
threshold=46.245523500524534 0.023214278630438699 0.031246407083974435 0.0038596142416117744 -0.011357306604626747 0.0027414938871585521 1.3070666357044256 0.60355339059327384 0.014481367122766105 -1.0000000180025095e-35 -0.011357306604626747 45.327863194767978 0.044520579058186058 -0.0013780541868390168 0.013598572403658372 -0.0029180176638221584 0.070522706597293788 0.0048719253538598599 -0.0062402202660889932 0.046801015051480169 -1.2507261137656356 0.27610488278513817 -0.0060031223920184104 -0.029873678432373627 -0.0085443388475942572 0.016581576393554995 41.08242673324586 0.058951217414781383 -0.032253892135619015
decision_type=2 2 2 2 2 2 2 2 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 4 6 -6 -4 24 -9 -10 11 -5 -12 14 15 28 -16 18 -17 -19 -15 -22 27 -24 25 -1 -27 -23 -2
right_child=13 2 3 10 5 -7 -8 8 9 -11 12 -13 -14 20 16 17 -18 19 -20 -21 21 22 23 -25 -26 26 -28 -29 -30
leaf_value=0.014772884215499002 -0.02135160764763078 0.03456222965629964 0.019364414801899321 -0.00059377880678496543 0.0020700008418139391 0.056005998081376844 -0.029179118077508899 -0.022642151181648171 -0.0080072775764242314 0.042789137478184233 0.02181540050982686 0.050703683854189968 -0.014083112813170215 0.036077970750112792 0.063405280810307829 0.039947692723249099 0.0051805749654370977 -0.027208270576153409 -0.0045958727570843978 0.017276170596154689 -0.034704931871738634 -0.034007607303259739 -0.014193658566667072 0.0012531400206880962 -0.036412344571432352 -0.0050558166143102679 -0.030779215448241033 -0.017453175544763107 -0.034853783594836124
leaf_weight=9.0278832949697954 3.5094912387430659 8.1848975475877506 7.987754914909603 94.706078669987619 8.7536930460482854 7.7524187229573718 7.0866901353001595 7.3386282557621625 6.888981333002449 7.259412577375767 4.8690544888377181 3.7801237385720006 55.893925241194665 5.5503104180097571 6.7011967375874502 18.407109599560503 6.7547676432877779 10.660379979759457 8.8416072353720647 11.469153204932807 5.3209974430501452 3.6949487067759028 25.97409188374877 481.37655951920897 9.7987605202943069 20.183584616519511 19.129096856340766 3.2186100361868739 8.4447365738451463
leaf_count=71 48 79 68 1360 62 56 79 70 57 65 39 35 587 33 44 110 56 104 61 131 53 40 421 4341 124 208 190 63 108
internal_value=7.55102e-05 -0.00241386 0.000811811 -0.000626938 0.0129424 0.0278879 -0.00316892 -0.0105296 0.00372973 0.0178224 -0.00335568 0.00137385 -0.0110932 0.00124027 0.00924281 0.00350688 0.0347997 0.012133 0.0253475 -0.00395423 8.95023e-05 -0.000292181 6.0839e-05 0.000449838 -0.0158827 -0.0115515 -0.0177457 -0.0273723 -0.0315147
internal_weight=878.565 278.641 199.015 190.83 31.5806 16.5061 15.0744 79.6263 21.487 14.1484 159.249 98.4862 60.763 599.924 74.7884 61.3325 13.456 49.3783 27.2487 22.1295 525.136 519.585 514.264 507.351 58.1393 48.3406 39.3127 6.91356 11.9542
internal_count=8763 3150 2365 2286 265 118 147 785 192 122 2021 1395 626 5613 662 562 100 406 171 235 4951 4918 4865 4762 593 469 398 103 156
is_linear=0
shrinkage=0.05


Tree=410
num_leaves=16
num_cat=0
split_feature=3 27 5 33 40 32 1 27 30 30 3 33 31 6 40
split_gain=0.979312 8.5238 7.64174 7.19883 3.70242 3.37358 2.82161 3.88699 4.3578 6.7934 3.83786 5.86525 2.57779 2.56142 1.76901
threshold=0.026017095402800835 0.0016748044131788093 0.017216765976106357 0.0042703287206451923 0.0030713528812234682 0.00016752097038412963 0.019661044564810874 -0.00088376658830477915 0.00089846091667718621 0.0017573458503117876 0.02976462485854486 0.0063292513720766752 0.00087598003003121455 45.723928576252334 0.0040381606014398786
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 13 7 -6 -9 -10 -8 12 -12 -2 -13
right_child=4 -3 -4 -5 6 -7 10 8 9 -11 11 14 -14 -15 -16
leaf_value=0.029972351253064917 -0.016912795317266152 -0.022919282782822969 0.044877861593572412 -0.012504212589623562 -0.01143105499696187 -0.028749648160844396 0.018770433598747846 0.033326312315286703 -0.016817265765553036 0.022705599155816387 -0.0045555313887657208 0.0062538789001844626 -0.029493327302973667 0.010894621864226383 -0.00034723193227017006
leaf_weight=16.191012136638165 16.44865208864212 19.398386158049107 15.743038326501845 25.487269759178162 17.68794372677803 21.024307005107403 26.31165187060833 21.379958391189575 18.876592919230461 25.171233147382736 19.111602678894997 105.70609070360661 24.133552722632885 16.32703423500061 2479.1046321466565
leaf_count=70 51 73 51 86 53 95 79 62 54 78 57 309 78 51 7516
internal_value=-6.71595e-06 0.00555701 0.0152871 0.00390948 -0.000161822 -0.0131398 9.18794e-05 0.00915905 0.0148107 0.00565518 -0.00019049 -0.000382933 -0.0186237 -0.00291759 -7.51131e-05
internal_weight=2868.1 76.8197 57.4213 41.6783 2791.28 53.8 2737.48 83.1157 65.4278 44.0478 2654.37 2628.06 43.2452 32.7757 2584.81
internal_count=8763 280 207 156 8483 197 8286 247 194 132 8039 7960 135 102 7825
is_linear=0
shrinkage=0.05


Tree=411
num_leaves=24
num_cat=0
split_feature=39 32 17 5 5 16 39 31 42 27 30 15 9 26 42 27 38 31 35 2 4 16 2
split_gain=1.02497 4.82336 4.13963 3.85275 3.12542 2.98451 1.93871 5.70987 6.47355 2.35952 4.24219 1.72248 7.20485 6.44651 4.40544 5.1499 4.01929 3.92735 6.17554 4.24272 2.76908 6.54703 3.83526
threshold=0.0019043132611811658 4.2403965976501805e-05 0.38381989538841577 0.017216765976106357 0.017421852893684833 0.015382761935757328 0.0023128244592316859 0.0042621452489740924 0.36438232429081568 -0.00051836805008814029 0.0012948826503437069 0.5684728500040841 -29.585075447403849 0.00063604080737757033 0.61904761904761962 0.0037414122045449356 0.025237514878156512 -0.0012984091780149489 -0.0035960569931665627 0.50332938179396258 0.70461726248588186 0.082732927808267159 0.51510323065599384
decision_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 5 3 -3 -4 -1 7 8 -2 -10 -11 12 14 17 16 -16 -8 18 -13 -19 21 -15 -22
right_child=6 2 4 -5 -6 -7 11 -9 9 10 -12 13 -14 20 15 -17 -18 19 -20 -21 22 -23 -24
leaf_value=-0.03096151238833246 -0.012403746351737929 0 0.0098243816860696231 0.034256258524784561 -0.020194137111048827 -0.0054452386973538446 0.0004508495962546223 -0.018129389954963465 0.038418972109308523 -0.0020929912386021543 0.031408395848313134 0.01676625569216313 0.028237434459182656 0.005181042378820222 0.00027619980355241181 0.025070591815747278 -0.016562754240699383 -0.029045681898482795 -0.017338300093261125 -0.0081070833728703693 0.019773578226348912 -0.025892634541851679 -0.0021625770460819301
leaf_weight=20.977971732616425 17.488604970276356 17.100925035774708 14.322737865149973 15.870571263134478 21.136983826756477 26.507589399814606 1085.7686814665794 17.266031295061111 16.356351390480995 17.919830150902271 19.266540810465813 27.178007565438747 24.218599826097488 340.47209919244051 46.081596434116364 38.936179414391518 35.756366297602654 41.146031036973 25.750611275434494 61.061621978878975 20.286952175199986 17.698897384107113 820.02194556966424
leaf_count=75 57 63 52 49 63 83 3427 51 52 60 60 92 73 1019 136 117 105 132 91 186 67 68 2585
internal_value=-1.56744e-05 -0.00461816 0.00381879 0.0165966 -0.00793505 -0.0168642 0.000182235 0.00746394 0.0137721 0.0224223 0.0151679 -6.48948e-05 0.00128674 -0.00129755 0.000739323 0.0117063 -8.85472e-05 -0.0108848 7.81539e-05 -0.0166054 -5.15575e-05 0.00362479 -0.00162475
internal_weight=2788.59 115.917 68.4312 32.9715 35.4597 47.4856 2672.67 88.2974 71.0313 53.5427 37.1864 2584.38 1230.76 1353.62 1206.54 85.0178 1121.53 155.136 52.9286 102.208 1198.48 358.171 840.309
internal_count=8763 385 227 112 115 158 8378 280 229 172 120 8098 3858 4240 3785 253 3532 501 183 318 3739 1087 2652
is_linear=0
shrinkage=0.05


Tree=412
num_leaves=31
num_cat=0
split_feature=43 39 18 26 12 38 39 39 23 12 40 33 16 28 8 41 8 10 8 3 41 27 41 11 10 38 39 25 21 21
split_gain=1.01452 3.31784 3.15995 4.47028 6.11663 6.09734 3.79857 3.28297 3.00281 2.87569 11.163 3.9462 2.77509 3.16944 2.66908 3.61483 6.04034 3.2626 3.1535 3.50427 4.6257 3.51283 2.79528 3.46971 2.91887 2.62645 6.46355 3.0331 4.30362 3.45752
threshold=1.0000000180025095e-35 0.0015659776484558553 0.44041628133342475 0.0011647685165098261 0.035353354227774018 0.014005283736710063 0.0024523467377710749 0.0081495871258244739 0.030838370604157499 0.041109313228606684 0.0059428306791148673 0.009166123206178994 0.0093514367464769144 -0.021317055874307583 80.564214871396274 0.0038959406879983676 93.851965615516647 70.359029943855333 64.833035660136076 0.035538646764921002 0.0015157604551807393 0.00033716936326088303 0.0098491901795737039 1.2186480254993379 58.74628620385608 0.047663525489199839 0.0047486520556894148 0.00027385906246249985 -0.005966512414042913 -0.006287712046773389
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 -2 7 4 6 -6 -4 12 -9 11 -11 -5 -3 -14 18 17 -17 -16 25 -20 -21 -22 24 -24 -18 27 -27 29 -29 -1
right_child=1 2 3 9 5 -7 -8 8 -10 10 -12 -13 13 -15 15 16 22 -19 19 20 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0049106996191630786 -0.026582421348409824 0.022601603991570095 0.0057914913559278733 -0.0028241768480785096 -0.0068787556549451392 0.039495128359971758 0.048163353293856445 0.031763381694399247 -0.0015788945538358972 0.063028034534016342 -0.00068740758272104764 -0.030125819545200761 0.0086329501090289876 -0.0173748537651939 -0.026046906604421396 -0.03462654949245831 0.052161962027666355 -0.00020885436218116339 0.049864429946826876 -0.023936999519993004 0.052176881320170114 0.0098005918848656382 -0.022081845591107159 0.022107614531036122 0.012030123491910669 0.07253995286061965 -0.0049459855262761233 -0.030495785488852289 0.0099107504272116752 -0.010637888845813886
leaf_weight=244.38502007909119 12.932652330026029 5.3760100565850726 8.4396175704896468 61.999755375087261 35.579952321946621 8.7293359003961069 15.655106164515017 8.1606688313186151 35.733401631936431 7.3107921034097663 93.104919713921845 16.92695021815598 13.305028568021951 82.798545174300671 28.674118864350021 8.5185339758172614 5.9364864751696613 21.920552330091596 6.5696934387087813 7.6912666428834191 6.3041701465845135 23.064699253998697 10.808497049845757 7.3374824561178675 20.918123596347868 4.3512781262397748 6.5048620123416185 16.780601009726528 10.502829082310198 41.632697465829551
leaf_count=2128 112 36 62 565 356 68 98 51 499 58 1169 180 211 915 281 116 47 190 31 69 42 210 137 83 197 30 99 161 76 486
internal_value=7.73832e-05 -0.00174871 -0.000912478 0.00250657 0.0133796 0.0022131 0.0336138 -0.00677132 0.00456447 -0.00161787 0.00395976 -0.00877338 -0.0117234 -0.013717 0.0016593 -0.00538542 0.00359649 -0.0149735 0.00366804 0.0162877 0.0100828 0.0192127 0.0110036 -0.00391619 0.0212478 0.00194959 0.0260336 0.00109106 -0.0147792 0.00262705
internal_weight=877.954 406.053 393.12 247.746 68.404 44.3093 24.0947 145.374 43.8941 179.342 100.416 78.9267 101.48 96.1036 471.901 104.114 53.5191 50.5947 367.787 43.6298 37.0601 29.3689 45.0006 18.146 26.8546 324.157 10.8561 313.301 27.2834 286.018
internal_count=8763 4380 4268 2556 584 424 160 1712 550 1972 1227 745 1162 1126 4383 1051 580 471 3332 352 321 252 464 220 244 2980 129 2851 237 2614
is_linear=0
shrinkage=0.05


Tree=413
num_leaves=15
num_cat=0
split_feature=25 16 25 35 28 40 28 19 10 25 19 28 21 31
split_gain=0.932018 3.77666 2.81331 1.96473 1.70437 6.8162 4.35003 6.98627 4.2545 4.04282 2.30062 2.01826 6.00431 3.92026
threshold=0.017308479585084698 0.088432700052541433 0.015784963283028548 0.012463937745214483 0.089524485080739832 0.0096866311390646463 0.072382595847080969 0.47625204489665701 71.782303581613306 0.0025016499194440178 0.92568573981285962 0.048356399128317816 -0.021214719797222097 0.0080755124465676353
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 6 -6 11 -8 -9 -7 -11 13 -13 -1
right_child=1 3 -4 -5 5 9 7 8 -10 10 -12 12 -14 -15
leaf_value=-0.00035635183833416042 -0.019028757546745469 0.020493557659357568 0.018043197130380328 -0.0034021097932864309 -0.031849201141772712 0.017282185986142163 -0.022730673856490361 0.019802018150526023 -0.0053971059298918876 -0.022966943489329067 0.0027310759705522943 0.0054591022993667774 -0.010735529374736728 0.0073336961101961549
leaf_weight=2161.9313789308071 30.039809063076973 12.834090583026407 21.653164200484753 24.898561097681522 20.668329000473022 23.863658159971237 14.257054522633551 78.802210003137589 20.850700475275517 16.376315966248512 17.797780245542526 91.941999614238739 150.0909096673131 179.34099144488573
leaf_count=6607 94 52 68 92 63 77 44 235 70 51 61 271 445 533
internal_value=-6.71294e-06 -0.00579772 0.000131992 0.0046261 -6.56579e-06 -0.0072563 0.000203393 0.00976234 0.0144793 0.0014554 -0.00946868 -0.000216532 -0.00456325 0.000230857
internal_weight=2865.35 67.7725 2797.57 37.7327 2775.92 78.7061 2697.22 113.91 99.6529 58.0378 34.1741 2583.31 242.033 2341.27
internal_count=8763 238 8525 144 8457 252 8205 349 305 189 112 7856 716 7140
is_linear=0
shrinkage=0.05


Tree=414
num_leaves=28
num_cat=0
split_feature=27 28 27 12 40 40 28 5 12 12 4 40 31 27 28 14 21 28 28 5 19 1 18 26 39 30 5
split_gain=1.04024 5.65023 6.137 5.66866 10.1917 4.62968 4.35958 9.92665 8.63819 5.91902 4.49464 3.8702 3.64683 4.96267 4.28653 3.65622 3.38125 4.0694 2.75657 2.66488 2.51835 2.51133 2.47544 2.35129 1.85904 1.66718 1.14431
threshold=-0.010362793760692329 -0.0251924117170578 -0.015922320362949938 0.063586433093446651 0.012433622883180151 0.0070565813039352972 -0.03944444709354044 0.048837245314428207 0.092187185291663906 0.078040810389302023 0.42004704647786539 0.015169236847580049 -0.0088281796337112989 -0.0076870606104585595 -0.0070121353583015031 0.79751607649438683 -0.041676306657786773 0.072382595847080969 -0.015405536795552701 0.093541950370212956 0.16782622947704676 0.063736945055084426 0.075886008153209714 -0.0186860826872698 0.006715362401616117 -0.0072566962541237975 0.078937355373174964
decision_type=2 2 2 2 2 2 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 22 -5 -4 7 10 9 21 -2 -10 15 14 25 24 17 -15 -18 -3 -6 -9 -1 -7 -8 -14 -25
right_child=6 19 5 4 20 23 12 8 11 -11 -12 -13 13 16 -16 -17 18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28
leaf_value=-0.0052109899980705083 0.013171975875701795 0.020411370143809813 0.0027295582173435481 0.03673835754305909 -0.010664446108687836 -0.0094514774351664634 -0.040586116917656623 -0.010015619490240518 0.040086427756561065 -0.026750202429355122 0.048710651754463798 0.0061624696826690023 0.014055274940301172 0.02363109367887541 -0.0033681702023494586 0.0028287463014032756 -0.0063010565926004724 -0.0066839801268617051 -6.1242758376634339e-05 -0.0025700168013072038 0.0093459245096909824 0.018156703090519685 -0.039004445700009452 -0.04049500303571469 -0.012755154147291631 0.035479204123756686 -0.020073860411753082
leaf_weight=11.079488620162012 18.31195256114006 31.349259436130524 17.225405648350716 20.035055205225945 44.980401627719402 14.448506623506544 12.479294657707216 15.228801995515825 14.483103305101393 29.658530056476593 18.365308254957199 20.966314285993576 21.105051770806313 30.874513491988182 21.884016379714012 17.320074573159218 193.55620229244232 16.83312115073204 2078.3591627590358 20.439042329788208 23.836017698049545 16.023035287857056 11.364977933466433 23.923272997140884 13.066649705171583 17.875232547521591 11.774797871708868
leaf_count=45 56 97 57 65 143 51 60 49 57 94 55 69 63 94 70 55 605 53 6387 69 87 53 63 112 51 52 51
internal_value=-1.31694e-05 -0.00323148 -0.00746317 -0.000204368 0.00542628 -0.0193623 0.000275118 0.00908501 0.00059685 -0.0107659 0.0311872 0.0202368 -0.000206818 5.16661e-05 0.0141352 -0.0146444 -0.000316309 0.0128386 -0.000595299 0.0112576 -0.00365738 0.00428089 -0.0226415 -0.0270407 -0.0266509 0.0240733 -0.0339738
internal_weight=2786.85 230.456 178.668 111.296 88.8515 67.372 2556.39 133.037 96.3598 60.9104 36.6773 35.4494 2423.35 2380.49 60.8643 42.866 2319.62 47.7076 2271.92 51.7883 68.8164 31.2518 22.4445 50.1466 25.5459 38.9803 35.6981
internal_count=8763 840 674 403 295 271 7923 433 322 196 111 126 7490 7324 185 166 7139 147 6992 166 230 102 108 214 111 115 163
is_linear=0
shrinkage=0.05


Tree=415
num_leaves=19
num_cat=0
split_feature=35 28 34 40 40 3 34 35 36 33 5 31 31 31 40 35 21 14
split_gain=0.952471 1.98517 2.34567 1.29543 3.24794 3.05036 3.52699 2.54598 2.30536 2.5147 2.44662 2.14703 3.2809 2.73013 1.87284 1.86925 1.82693 1.54502
threshold=-0.027390255266718896 -0.022894645946220631 -0.015767216496010813 0.012519367750864348 0.012151875126531072 0.11001472561731464 -0.003464987752065773 -0.024232278098388179 -0.002986009216082663 0.028775217676689665 0.075283170866794216 -0.0095124856040900204 -0.0088281796337112989 -0.017698614198568208 0.021367037060538125 0.010065709658949375 -0.015285864579768913 0.70709710129461822
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -5 -2 16 10 -10 13 -13 -9 -11 17 -7 -8
right_child=3 -3 -4 5 -6 8 15 11 9 14 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.031328406027386367 0.035376758101733706 -0.034095046883531689 0.026308061265425911 0.045724780157781558 -0.034005627484697321 -0.034077194984498314 -0.0045993403218723607 0.021815507346711234 0.03170099957104127 0.0565867540144009 -0.0220794980066659 0.035568239733623268 2.3568713269140503e-05 -0.021652562403145066 0.0033364597648813214 -0.022145949044664662 0.0094552993694886917 0.031492767830964906
leaf_weight=2.7171402871608734 4.9785871384665361 6.0648284815251809 4.5413252618163824 8.9198437975719589 6.9470110433176151 7.8381432387977839 4.7321167420595867 4.1458817701786783 2.7609302252531069 3.4876950951293102 7.6702433181926608 6.4501432701945296 767.0471773436293 21.447162472642958 3.4797743447124958 4.1041187494993201 3.1818311158567685 6.9005320984870195
leaf_count=89 48 109 82 85 127 152 50 40 44 47 145 58 7082 339 64 76 56 70
internal_value=7.17891e-05 -0.013137 0.00392035 0.000282736 -0.000206927 0.00784538 0.0207043 8.30627e-05 -0.00316943 0.00794868 -0.0072042 -0.000134971 0.000330996 -0.014359 0.0311229 0.00600737 -0.0210863 0.0164704
internal_weight=877.414 13.3233 7.25847 864.091 811.016 53.0752 24.6566 804.069 28.4186 17.3986 10.4312 799.09 773.497 25.593 6.96747 15.7368 11.02 11.6326
internal_count=8763 280 171 8483 7694 789 281 7567 508 300 189 7519 7140 379 111 196 208 120
is_linear=0
shrinkage=0.05


Tree=416
num_leaves=31
num_cat=0
split_feature=27 30 30 24 19 4 29 8 27 30 25 8 16 30 35 31 40 12 40 5 30 20 20 12 40 21 5 30 37 27
split_gain=0.942195 5.81788 4.54364 8.23748 3.92414 6.28561 3.7181 5.61585 4.91158 4.37325 5.3668 4.39491 3.58887 5.73294 4.64391 3.99544 9.35631 6.65126 6.70807 5.09594 4.17157 3.71918 4.7195 3.11571 3.10162 2.91105 4.0569 3.34712 2.83858 2.59648
threshold=-0.0029875203109972601 -0.00074890474944447414 -0.0021770919727154988 0.0053295398680418826 0.91816644104301914 0.72091935841935695 -0.0027301282112011101 -26.003907800239329 -0.0015973907617009397 0.0024161804682214121 -0.0064206751952484336 -90.053993466386089 0.036234423863253089 -0.0061595546174937231 0.0052533038382094341 -0.0034240568931884511 0.0090596862948348709 0.037823030773014264 0.0061473739438281765 0.039208006954510689 -0.0033859891654802509 1.3070666357044256 0.15493692703589204 0.053968878338848898 0.011072772912640956 -0.033149079124906132 0.072856569731720319 -0.0017039380658729888 -0.010287153262998226 -0.010362793760692329
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -2 5 -5 7 9 -8 10 -4 -11 15 21 24 16 19 20 -19 -1 -17 22 -14 -9 -15 26 -10 -27 -16 -23
right_child=2 -3 6 4 -6 -7 8 23 25 11 -12 -13 13 14 28 17 -18 18 -20 -21 -22 29 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00029083505785088243 -0.023537752263974393 0.027492568755438193 -0.012944239066247641 -0.0099441471007661632 -0.015985655231180153 0.02438039470626932 0.02143111954188906 -0.03378499076324204 -0.013396822842643858 0.016748649186068214 0.0095229861596787414 -0.0032579545118003208 -0.0011507802496218008 -0.0087724795414680472 -0.039425244599965423 0.020595854239615175 0.024530086323964688 0.044265432825019123 0.006569760983435236 -0.025052859138640172 -0.0084124080389368899 -0.0019844189049623021 0.013231837171639813 -0.0071654759238545841 0.014097503661880492 0.019423000942804594 0.011969079361383177 0.00083488632419409015 -0.010791417019552699 -0.022096308453459546
leaf_weight=82.374152913689613 58.425749339163303 20.890201583504677 115.18855188786983 24.083719819784164 22.589647993445396 29.300736218690872 28.758187130093575 23.716757863759995 73.456750221550465 47.867915123701096 34.204783730208874 63.389432802796364 126.77314840257168 86.474610909819603 18.546914592385292 18.504641771316528 30.754174634814262 25.511666789650917 22.618463307619095 27.879675090312958 36.892288759350777 71.742361456155777 102.72725149989128 21.599930450320244 17.65974035859108 24.536800429224968 19.777494534850121 1549.0412152633071 17.477215617895126 20.85095676779747
leaf_count=239 184 70 327 70 69 87 84 66 239 142 100 184 444 250 54 53 113 75 66 84 107 235 354 69 56 75 67 4690 50 60
internal_value=-7.4356e-06 0.00154451 -0.000538546 -0.00943465 0.00136191 0.00881219 5.67553e-05 -0.00501271 0.000974735 -0.00216332 -0.00776381 0.0053122 0.000766723 -0.0018165 -0.0102593 0.00566905 0.000155188 0.0131235 0.0267046 -0.0066147 0.00120699 0.00184388 0.00526824 -0.0212508 -0.00483628 0.000617529 -0.0079554 0.00112912 -0.0257402 -0.00658628
internal_weight=2863.62 727.677 2135.94 134.4 75.9741 53.3845 2001.54 305.967 1695.57 260.651 149.393 111.257 706.787 462.252 140.158 244.535 141.008 103.527 48.1301 110.254 55.3969 322.094 229.5 45.3167 104.134 1666.81 93.2342 1573.58 36.0241 92.5933
internal_count=8763 2310 6453 410 226 157 6043 888 5155 753 427 326 2240 1503 410 737 436 301 141 323 160 1093 798 135 306 5071 306 4765 104 295
is_linear=0
shrinkage=0.05


Tree=417
num_leaves=14
num_cat=0
split_feature=33 27 33 21 33 41 5 39 32 5 5 39 39
split_gain=1.02357 4.45606 1.28521 6.68562 2.71814 3.24335 1.38651 3.20388 4.59858 3.52612 3.13223 3.44713 2.51687
threshold=0.0042703287206451923 0.0017349557914659493 0.0050253463905245632 -0.0077991028312612573 0.0054637429555784737 0.001185319869509806 0.024713127901306982 0.0027708045254278171 0.00024502770290596708 0.017984597768946169 0.027832889760787616 0.0038211283367563229 0.002896046225608784
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 7 9 -9 -6 11 -8 -12
right_child=2 -3 4 -5 6 -7 10 8 -10 -11 12 -13 -14
leaf_value=-0.032006899656054612 0.024464081041259689 0.013011737401508695 0.0012430070175391376 -0.01561996411379403 -0.0034501034680551306 -0.025890246240335802 0.0016583719616458954 0.0052534508508281863 -0.0096635980458865244 0.015857118353958654 -0.0061684356519484066 -0.013199268803265531 0.00065585286166108174
leaf_weight=11.570123121142389 26.246983453631401 10.121133163571356 21.24507038295269 16.955261468887329 33.258975371718407 22.028310626745224 65.802903808653355 137.70327419042587 82.516176223754883 78.338154703378677 144.54982198774815 93.900977224111557 2038.5357520058751
leaf_count=74 81 31 69 59 103 71 209 413 244 234 439 313 6423
internal_value=-1.29863e-05 -0.0108085 7.04012e-05 0.00861739 -6.39304e-05 -0.0124817 0.000135571 0.00316129 -0.000315119 0.0100603 -0.000290953 -0.00704897 0.00020144
internal_weight=2782.77 21.6913 2761.08 43.2022 2717.88 43.2734 2674.61 331.817 220.219 111.597 2342.79 159.704 2183.09
internal_count=8763 105 8658 140 8518 140 8378 994 657 337 7384 522 6862
is_linear=0
shrinkage=0.05


Tree=418
num_leaves=13
num_cat=0
split_feature=14 14 32 41 41 40 33 14 21 44 16 36
split_gain=0.957587 1.02843 6.29548 1.28603 1.93102 3.64902 3.0207 1.43625 2.09578 1.42118 0.548096 0.229371
threshold=0.014095827087638851 0.039380734736271648 -0.00014037833040856054 0.024904675947333487 0.018367720430647078 0.0077551738893625478 0.019139038366671343 0.077697379954849877 -0.034285373851221171 0.25881904510252057 0.050455630254850108 -0.043309405679771588
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 -7 9 -9 -3 -5 -12
right_child=1 3 -4 10 5 6 -8 8 -10 -11 11 -13
leaf_value=-0.017695367280357015 -0.020253761559534136 -0.029833613270463757 0.051309611727313499 0.0011174500922944482 0.054143070391331233 -0.025034166360393597 0.029122233866899234 -0.012183077431842534 0.00071658802988318815 0 -0.0081868486514350587 -0.03288064880470222
leaf_weight=7.4079641811549655 6.0878110136836767 7.8982902839779836 5.908715106546877 2.0709170801565033 4.6705209789797655 5.2423920752480608 4.8602667935192585 32.687880847603083 785.96929745748639 7.4885847605764866 2.0542708933353424 4.4955253545194864
leaf_count=70 56 77 49 36 38 88 77 565 7485 58 54 110
internal_value=7.59935e-05 0.000235181 0.0147132 2.50948e-05 0.000227153 0.0180864 0.000559826 -8.53186e-05 0.00019399 -0.015174 -0.0190712 -0.0261272
internal_weight=876.842 869.434 11.9965 857.438 848.817 14.7732 10.1027 834.044 818.657 15.3869 8.62071 6.5498
internal_count=8763 8693 105 8588 8388 203 165 8185 8050 135 200 164
is_linear=0
shrinkage=0.05


Tree=419
num_leaves=23
num_cat=0
split_feature=14 9 42 35 40 38 14 13 32 12 32 21 14 17 43 35 17 32 34 42 36 38
split_gain=0.929078 2.02007 2.56186 3.19081 1.78186 1.33688 1.20164 2.4025 2.79857 3.49461 4.8881 2.6022 1.29351 4.21286 1.50952 4.34114 3.63596 3.07602 2.5013 3.04361 2.40984 1.11563
threshold=0.10415569540693335 -39.242720030769043 0.52717883761104012 -0.00010559723434155897 0.0064682002196762055 0.0090968845283426764 0.20137802797167201 -0.12175600915042541 -0.0010276433055943434 0.037648640159364304 6.6340272774455833e-05 -0.014517023098038513 0.23034528669831825 0.065452038230574203 0.91597561503675362 0.0026294967123553508 0.17909766023867915 0.002009371660211499 -0.0014464415618609114 0.1811209999034136 0.0026054373699440085 -0.0059437013485363335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -4 7 11 -9 -10 -11 21 13 -8 18 17 -17 -16 20 -20 -14 -2
right_child=6 4 5 -5 -6 -7 12 8 9 10 -12 -13 14 -15 15 16 -18 -19 19 -21 -22 -23
leaf_value=-0.003805323387148115 -0.0086712093218462884 0.0018473162372386589 -0.016948859398140462 0.021048186975783235 0.024127245110983159 0 -0.006961966884324571 0.016707335173955961 0.012074072814134598 -0.034739278405731371 0.001554245073506819 0.0036345721929103413 0.0033678428619862283 0.022970300467873017 -0.0032388464982918311 0.027511373498896954 0.0059540326085337951 0.01859158286363586 -0.016530347605931982 -0.0014965698159097377 -0.0023922222818768542 -0.025502140885435454
leaf_weight=26.654111906886101 17.995996668934822 17.255305275321007 22.448837488889694 24.420909658074379 19.899786099791527 24.36171393096447 22.674350917339325 20.896473780274391 20.05844621360302 15.79646687209606 21.668990880250931 18.025973632931709 582.84678766131401 23.835135027766228 177.15844966471195 26.132730051875114 81.131830163300037 17.621242806315422 34.512230925261974 1355.4921385869384 262.64681641757488 25.641085758805275
leaf_count=80 56 52 69 79 66 74 69 61 59 46 68 54 1766 71 543 83 254 58 110 4154 815 76
internal_value=-8.9193e-06 0.00403584 0.000212338 0.00799829 0.0139471 -0.00817527 -0.000211402 -0.00472021 0.00102893 -0.00459884 -0.0136667 -0.0121025 3.12618e-05 0.00828679 -0.0001184 0.00319618 0.0112733 -0.00122972 -0.000568602 -0.0018746 0.00157253 -0.0187111
internal_weight=2859.18 135.041 97.8856 51.075 37.1551 46.8106 2724.14 140.083 78.4204 57.5239 37.4655 61.6631 2584.05 46.5095 2537.54 302.044 107.265 194.78 2235.5 1390 845.494 43.6371
internal_count=8763 420 302 159 118 143 8343 420 234 173 114 186 7923 140 7783 938 337 601 6845 4264 2581 132
is_linear=0
shrinkage=0.05


Tree=420
num_leaves=24
num_cat=0
split_feature=20 44 5 5 29 28 27 4 28 3 24 27 28 3 40 28 5 3 21 31 27 14 1
split_gain=0.989124 3.90046 2.8288 3.60348 5.85367 2.38258 5.03492 3.32234 3.69582 2.76422 1.96332 1.99123 5.18958 5.01148 5.46782 4.35525 9.26092 5.82393 4.07177 3.696 3.8197 2.67258 0.164743
threshold=-1.862395191848133 -0.5 0.073472354592142727 0.044475786339977778 0.0074416227161404622 0.016713411346046859 0.014266117202556753 0.79869505967941079 -0.026280887284001398 0.05042686298076713 -0.022162966821130444 -0.010362793760692329 -0.01409337737468269 0.08012925940895832 0.0070047632597483485 -0.03944444709354044 0.045864380314610605 0.11519043146171358 -0.019973081710825989 -0.0088281796337112989 -0.0076870606104585595 0.79751607649438683 0.16377393396063092
decision_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 -1 -5 7 9 8 -3 -7 22 12 13 14 -12 16 -13 -18 -15 21 -21 -17 -2
right_child=10 5 -4 4 -6 6 -8 -9 -10 -11 11 15 -14 18 -16 19 17 -19 -20 20 -22 -23 -24
leaf_value=-0.014688179942403123 0.007681309159590372 -0.0087553096438331788 -0.022689302467693226 0.029511391771752944 -0.011304888382612984 0.012959265612717383 0.00017943463985747171 -0.015707290425900459 0.020018010508598274 0.04102221029960635 0.0038965182089283172 0.03204438989748605 0.014820069913440218 -0.011839025357014164 -0.033896074949802318 -0.025813203010552 -0.0075683227730244246 0.018181897105218964 0.0097668164214768944 0.013400390864486323 -0.00063405343096316282 0.00050340119313585247 0.016015558177702276
leaf_weight=25.127811342477798 15.310588315129282 17.85911276191473 18.341548450291157 18.371863901615143 16.450941383838654 17.86986543238163 31.529457077383995 19.320215821266174 28.703894019126892 18.833081915974617 13.098862811923025 32.182287931442261 25.347239449620247 51.831889279186726 33.123953931033611 24.637443162500858 64.716966032981873 33.069669142365456 37.319832198321819 49.479365445673466 2157.6904449723661 15.207807764410971 15.987532064318655
leaf_count=79 52 65 60 56 51 56 99 60 85 54 44 98 82 195 170 109 208 120 120 151 6653 48 48
internal_value=-1.2566e-05 0.00326386 -0.00556118 -0.000208603 0.0101087 0.00845318 0.0150035 0.00158101 0.00887982 0.0275672 -0.000285527 -0.000441158 -0.00582603 -0.00973675 -0.023093 -7.47219e-05 0.00881839 0.00109853 -0.00273777 -0.0005917 -0.000316577 -0.0156676 0.0121353
internal_weight=2781.41 212.408 78.2922 59.9506 34.8228 134.116 68.2324 65.8832 46.563 36.7029 2569 2537.71 160.722 135.375 46.2228 2376.98 129.969 97.7866 89.1517 2247.02 2207.17 39.8453 31.2981
internal_count=8763 665 246 186 107 419 209 210 150 110 8098 7998 611 529 214 7387 426 328 315 6961 6804 157 100
is_linear=0
shrinkage=0.05


Tree=421
num_leaves=25
num_cat=0
split_feature=4 43 21 2 3 32 4 16 32 32 38 30 5 19 32 37 34 34 19 34 17 35 4 8
split_gain=0.949656 2.63013 2.58814 2.46349 1.78469 2.1973 1.69997 3.43388 1.49471 2.20725 5.01843 9.62484 3.93447 3.35261 4.05584 3.8863 2.16952 3.90841 3.26262 3.09804 1.63934 1.24819 0.198435 0.193845
threshold=0.19875307586768023 -0.91597561503675329 -0.017883630360707638 -0.069612818019435849 0.067681766507625155 -0.003365561249083159 0.21826724288616092 0.032257445664954663 -0.0013053704280735861 -0.00042779082122352868 0.0088587125489960634 0.0071983409826464608 0.016581576393554995 0.31809386007022927 0.00040122867379173557 0.00082997746935764571 0.0081314036125149664 0.003813666670621219 0.45169069598589201 0.0025877552922899398 -1.3465522038283211 -0.0040519788226164857 0.36638318318318369 -151.48031845339281
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 7 -2 16 10 12 -12 -10 15 -15 -11 17 19 -19 -8 -18 23 -22 -5
right_child=6 2 3 21 5 -7 8 -9 9 13 11 -13 -14 14 -16 -17 20 18 -20 -21 22 -23 -24 -25
leaf_value=0.019530605762041311 -0.015006601890845718 0.018911061131041247 0.017724196207766125 -0.015571153318777729 0.016624465764827775 -0.033893996433544744 -0.003719430342796834 0.038310402952616181 0.035398343526286867 0.00021831950492918833 0.04009282137301004 -0.011305518403231666 -0.0026188481838744452 -0.009307972308571175 0.001198111821693581 0.02930458827282912 0.0096449709138773966 0.022493749467729425 -0.018615999928921417 -0.031433432103161157 -0.014208714838723914 -0.0062693034586643499 -0.034597034811920384 -0.035303952689604304
leaf_weight=8.1243412317708117 4.5652060629799953 9.3118399456143397 3.4850426660850671 2.6688677808269921 3.5067971721291542 4.978559719398616 90.746805838309228 8.0452393600717169 7.3165183626115313 27.933883990161121 25.59140482544899 13.855826412327586 82.010728375986218 122.41730450093746 365.00521897152066 19.829473184421659 2.9241607477888456 22.983731332235042 5.888968911021947 11.363726412877439 2.6729875765740863 6.5834305118769398 9.3327678311616165 15.579527247697113
leaf_count=90 58 98 60 69 56 91 980 82 56 266 176 186 724 1145 3489 128 40 228 73 121 45 89 161 252
internal_value=7.22397e-05 -0.00632296 -0.0110184 -0.0204112 0.00367746 -0.0124831 0.000500765 0.0186491 0.000209738 0.00122271 0.00709807 0.0219298 0.000475212 -0.000182716 -0.00143163 0.0124343 -0.00436311 -0.00225424 0.013901 -0.00688033 -0.0223939 -0.0260135 -0.0306256 -0.0327911
internal_weight=876.722 54.2384 46.1141 28.3169 17.7972 8.48536 822.484 12.6104 809.874 663.96 128.774 39.4472 89.3272 535.186 487.423 47.7634 145.913 130.983 28.8727 102.111 14.9299 24.8318 12.0058 18.2484
internal_count=8763 805 715 470 245 147 7958 140 7818 6170 1142 362 780 5028 4634 394 1648 1402 301 1101 246 410 206 321
is_linear=0
shrinkage=0.05


Tree=422
num_leaves=12
num_cat=0
split_feature=16 1 16 15 7 16 30 31 40 1 16
split_gain=0.93514 1.94582 1.7254 2.15193 2.7823 1.64604 5.13544 7.15911 3.08135 5.40237 2.34565
threshold=0.0070184647095794042 0.013179427324124379 0.010655420698068692 0.20322064826319527 58.637953368034822 0.013668448328850837 -0.0022616411342329143 -0.00072377674205253669 0.0030713528812234682 0.019661044564810874 0.016333734700564404
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -4 -8 10 -10 -7
right_child=1 2 5 4 -6 8 7 -9 9 -11 -12
leaf_value=-0.011363444871660796 0.014211469959498423 -0.025790781418483323 -0.016195322461354737 0.0090297571920701161 -0.0185392342549664 -0.030584712464688631 0.037693707162606449 0.0039318341554403892 0.021940303584241087 -0.0001927798721872827 -0.0036251052082448346
leaf_weight=17.921557389199734 23.994675934314728 14.041911035776137 21.613878324627876 21.169112488627434 15.856473088264464 14.185227252542971 19.516780450940132 81.204162858426571 27.767030403017998 2580.7611815333366 19.74212084710598
leaf_count=70 91 45 64 67 55 52 60 248 83 7853 75
internal_value=-8.18404e-06 6.2113e-05 -5.71822e-05 -0.00915614 -0.00266032 0.000109398 0.0057781 0.0105544 -0.000151356 4.17357e-05 -0.0151008
internal_weight=2857.77 2839.85 2815.86 51.0675 37.0256 2764.79 122.335 100.721 2642.46 2608.53 33.9273
internal_count=8763 8693 8602 167 122 8435 372 308 8063 7936 127
is_linear=0
shrinkage=0.05


Tree=423
num_leaves=21
num_cat=0
split_feature=33 17 5 28 30 5 38 30 28 30 31 28 41 40 3 33 2 3 1 28
split_gain=0.987352 2.51412 1.24171 5.26824 4.3841 4.10448 3.64319 7.40906 7.32671 4.74115 4.45888 3.15825 2.82341 2.1141 5.81781 6.01813 5.77294 4.53258 6.79302 6.78418
threshold=0.0042703287206451923 0.68177816180926776 0.024713127901306982 -0.010719217791563306 -0.0014340057593175931 0.025343096839282559 0.0013228916524005154 6.542148708777125e-05 0.034624130720014849 0.0019855921568276841 0.0013709435573821345 0.017463473688750255 0.0012862547600597247 0.0053386755865712241 0.049190334407441819 0.009166123206178994 0.89001982624359177 0.038429793795944044 0.05806419414742961 0.011710765455734431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 12 11 9 -8 -9 10 -5 -4 -2 17 16 -16 -15 19 -19 -7
right_child=2 -3 5 6 -6 13 7 8 -10 -11 -12 -13 -14 14 15 -17 -18 18 -20 -21
leaf_value=-0.026429020672202871 0.015406222818183017 0.007503322304419891 -0.0053716196839297186 -0.00095771922983970868 -0.027569699785870497 -0.016281448616742102 0.036620852192394131 0.0021939875628336383 0.035351861590212787 -0.020369703382009805 0.022756007707502267 -0.03383077657786434 -0.010712100725996447 -0.0046740471027111692 0.025020730506662626 -5.026190614269358e-05 -0.02613337088399012 0.0033824499858547945 0.025522848483553101 0.0095856189472171335
leaf_weight=11.612999968230726 16.575045183300972 9.8345722928643209 28.096024408936501 108.69777147471905 23.429691329598427 61.265428990125656 22.713279753923416 143.15715685486794 18.827637225389481 25.013855293393135 24.053615391254425 15.323281481862066 27.093517884612083 218.62494340538979 24.185851588845253 1639.5646254457533 36.730428270995617 240.61422979831696 40.564393475651741 42.857828944921494
leaf_count=70 50 35 90 331 79 190 71 431 53 80 70 53 84 655 74 5250 129 705 121 142
internal_value=-1.20465e-05 -0.010675 6.94634e-05 0.00261105 -0.0101655 -0.000371861 0.00513118 0.0098966 0.00609824 -0.000418836 0.0033153 -0.0155848 -0.000671721 -8.23875e-05 -0.000763127 0.000312671 -0.00778936 0.00329457 0.00660226 -0.00558744
internal_weight=2778.84 21.4476 2757.39 409.562 67.0983 2347.83 342.463 184.698 161.985 157.765 132.751 43.4193 43.6686 2304.41 1919.11 1663.75 255.355 385.302 281.179 104.123
internal_count=8763 105 8658 1249 213 7409 1036 555 484 481 401 143 134 7266 6108 5324 784 1158 826 332
is_linear=0
shrinkage=0.05


Tree=424
num_leaves=23
num_cat=0
split_feature=28 36 33 28 3 17 28 33 41 29 17 25 14 28 29 32 41 38 19 30 42 30
split_gain=0.948736 1.89941 2.87785 1.44633 4.51244 1.2987 1.24777 4.97312 6.99457 4.25081 3.54831 4.29703 2.92936 2.31798 3.27131 4.48684 3.64033 2.88466 8.09288 3.20872 1.13457 1.66443
threshold=0.1057500343987043 0.014797555916272966 0.01675111049979865 0.076015585602458316 0.064329573986492736 -0.7059089969869804 0.047085076386624687 0.014371307149697983 0.0015157604551807393 0.0077097545415976141 0.90602236119374768 0.014487724357865833 0.58372782530806788 0.03769849168122593 0.0083125209004371054 0.0022494030388126285 0.00076946239166777476 0.047663525489199839 0.90383204987165222 0.0080320401944386933 0.872677628316466 0.016108638868109405
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=3 -2 -3 6 -5 -6 13 10 -9 -10 12 -12 -8 17 16 -16 -15 19 -19 -1 -7 -22
right_child=1 2 -4 4 5 20 7 8 9 -11 11 -13 -14 14 15 -17 -18 18 -20 -21 21 -23
leaf_value=0.00047234607547869383 0.034783216252716097 0.029662176410926347 -0.025910465150335828 0.02545119579538211 0.0061706144773964466 -0.034243288301464607 0.001434290909713914 0.068909473316343048 0.022970024733541893 -0.021458680619562735 0.017608997140530616 -0.027808300510957607 -0.029696935125138164 0.017724503642066975 0.032425521142407633 -0.018155193103964927 -0.023910962515382102 0.059125722057892752 -0.0097468950513091325 -0.019275447468924518 0.023688824075757731 -0.031781571510564349
leaf_weight=641.69530308060348 5.7655095010995856 4.0325973592698556 5.2171417586505413 6.3360458398237851 3.2173801437020364 13.96955596655607 13.813044097274544 6.2346828784793642 18.136987878941003 7.4482556795701376 26.659117917530239 6.3067533913999787 15.817997630685566 5.9545346572995177 9.0162750985473412 8.2390479659661633 35.086972114630044 7.5126228369772461 9.422779410146175 21.146844641305506 2.3673360124230376 2.8055982040241361
leaf_count=6117 60 29 81 91 32 282 115 51 185 109 247 77 168 42 73 88 341 80 137 253 36 69
internal_value=7.09873e-05 0.0124929 -0.00108963 -0.000141216 -0.0111616 -0.0218262 0.000233946 0.00564691 0.0217246 0.0098083 -0.00246775 0.00871111 -0.0150604 -0.000452395 -0.0100149 0.00802076 -0.0177203 0.00036167 0.0206795 -0.000152944 -0.0267992 -0.0054801
internal_weight=876.202 15.0152 9.24974 861.187 28.6959 22.3599 832.491 94.4168 31.8199 25.5852 62.5969 32.9659 29.631 738.074 58.2968 17.2553 41.0415 679.778 16.9354 662.842 19.1425 5.17293
internal_count=8763 170 110 8593 510 419 8083 952 345 294 607 324 283 7131 544 161 383 6587 217 6370 387 105
is_linear=0
shrinkage=0.05


Tree=425
num_leaves=17
num_cat=0
split_feature=3 11 21 34 40 44 1 3 3 3 33 37 10 39 40 41
split_gain=0.927088 5.03382 5.34081 3.65511 3.36338 3.73105 2.47951 3.90316 4.48375 3.52702 5.42426 3.01209 2.20911 1.72943 1.62749 1.14742
threshold=0.026017095402800835 0.81034548520539806 -0.0084521266734920875 0.00025421394527214153 0.0030713528812234682 -0.12940952255126037 0.019661044564810874 0.031502274575608093 0.036694138536262667 0.02976462485854486 0.0063292513720766752 0.00035053960794440014 54.014817841498434 0.0019043132611811658 0.0040381606014398786 0.001699421696637538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 5 -2 7 -6 11 -8 12 -9 -11 -1 -12 -7
right_child=4 -3 3 -5 6 15 9 8 -10 10 14 -13 -14 -15 -16 -17
leaf_value=0.0093802340239521713 -7.312596387589673e-05 -0.021809597783855633 0.010125787755834038 0.044542736072494482 -0.012939872006346859 -0.037392100919879732 0.018036807698240301 0.010153349663702439 -0.0011403811150916406 -0.0065829245739536142 0.006006426748915379 0.038667074513125614 -0.029666732090937849 -0.014694898532459623 -0.00033242813773348218 -0.014691510716395817
leaf_weight=13.481939509510996 28.482338830828667 13.634983725845812 17.826293058693409 14.30001677572727 16.474395766854286 12.821610659360887 26.19067445397377 18.538512021303177 27.546407222747803 21.990519538521767 105.46896421909332 19.894749104976654 20.880362622439861 16.151528522372246 2469.7570057064295 11.895174413919447
leaf_count=52 93 54 67 51 49 57 79 56 84 65 309 58 70 56 7516 47
internal_value=-8.31043e-06 0.00545689 0.011583 0.0256912 -0.000158522 -0.0125984 8.28016e-05 0.00861719 0.0140868 -0.000181742 -0.000366587 0.0251051 -0.0179852 -0.00357889 -7.06542e-05 -0.0267719
internal_weight=2855.34 75.3948 61.7598 32.1263 2779.94 53.1991 2726.74 82.4541 65.9797 2644.29 2618.1 38.4333 42.8709 29.6335 2575.23 24.7168
internal_count=8763 280 226 118 8483 197 8286 247 198 8039 7960 114 135 108 7825 104
is_linear=0
shrinkage=0.05


Tree=426
num_leaves=27
num_cat=0
split_feature=41 15 24 24 15 29 19 35 39 39 12 27 39 40 40 39 43 38 40 28 27 27 12 28 5 31
split_gain=0.984332 2.15072 1.81033 1.10414 4.07634 5.74699 4.26971 3.31332 3.34639 5.09843 3.30149 3.16955 3.03307 2.94982 4.75027 4.67744 5.64388 3.91145 3.68656 7.70336 7.46287 4.73294 3.93713 3.74808 3.4694 2.12606
threshold=0.00012343902594122124 0.86705892440978005 0.0021606056865256344 0.0078173146860279121 0.90309812256711242 0.0010415096900489031 0.73781261199141657 0.015767710738358701 0.0071136105759758506 0.0065248148202516213 0.034557932575623382 0.0051888943507684372 0.01178273663845498 0.0089614027083354288 0.0095719425138257076 0.006643305471026071 -0.5 0.010077846828855931 0.0077551738893625478 0.085964229273327988 0.0094978500430058614 0.0066942932862414581 0.053338738616435281 0.078750787220749449 0.047746888731244989 0.0093898377930697104
decision_type=2 2 2 2 2 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 7 -6 10 8 9 -2 -7 -8 -10 18 17 16 -16 -15 21 20 -20 22 -5 -23 -17 -19
right_child=3 -3 -4 13 5 6 11 -9 12 -11 -12 -13 -14 14 15 24 -18 25 19 -21 -22 23 -24 -25 -26 -27
leaf_value=-0.010025699416508972 0.00041655508762294068 -0.021501506014939286 0.012221231792037658 -0.0040386280061879337 -0.019341820704100732 0.0070977882172365177 0.0010588196541232021 0.018293908957127316 -0.0066133519768348291 0.013796580228938045 0.035746291998655914 0.024638532955944637 0.0020591102484126679 -0.0067580548961472184 0.011115151956859103 0.021368807694225084 -0.025746454692872463 0.035892982192112795 -0.0038229304066373267 0.021087626292481176 -0.029302382155427388 0.0051613679893626812 -0.028659148805749157 -0.019140987801627398 0.00087481317861033345 0.013221516890347521
leaf_weight=20.053704649209976 908.4527105614543 16.770281240344048 16.638786911964417 301.94267052412033 15.935958735644816 16.756838478147984 71.217629693448544 24.641436278820038 302.00975898653269 77.24887602776289 27.296104654669762 17.884540393948555 150.14036143571138 14.567745558917521 14.77185198664665 22.405151590704918 33.337376058101654 18.509615778923035 66.379365108907223 16.722109124064445 51.350541524589062 251.46568581461906 17.164722830057144 16.765982359647751 259.91357081383467 26.112885922193527
leaf_count=64 2831 54 52 911 50 50 214 81 980 233 81 53 498 49 46 69 123 55 209 56 179 766 54 52 871 82
internal_value=-1.11864e-05 -0.00672525 0 0.000119042 0.000956794 0.00883039 0.0122515 0.000150167 -0.000158548 0.00147151 0.025003 0.00587009 -0.00372271 -0.00109121 0.00240734 5.37944e-05 -0.0143249 0.0154394 -0.0029867 -0.0104572 -0.0149942 -0.00126658 -0.00538719 0.00361713 0.00252594 0.0227968
internal_weight=2776.46 53.4628 36.6925 2722.99 1611.58 149.091 133.155 1462.49 1437.85 985.702 44.0529 89.1022 452.15 1111.41 389.618 330.428 48.1092 59.1902 721.791 134.452 117.73 587.339 319.107 268.232 282.319 44.6225
internal_count=8763 170 116 8593 5071 448 398 4623 4542 3064 131 267 1478 3522 1295 1109 169 186 2227 444 388 1783 965 818 940 137
is_linear=0
shrinkage=0.05


Tree=427
num_leaves=15
num_cat=0
split_feature=28 36 36 16 40 8 3 31 31 12 44 4 28 39
split_gain=0.932931 1.52476 1.54394 2.49799 1.94062 3.3523 4.43901 2.8237 3.33689 2.03709 1.83706 2.77016 1.49668 0.957781
threshold=-0.12749928364775812 0.041761614254690278 0.027813553469027589 0.08527809788924394 0.012519367750864348 73.702091271431058 0.11263952979781101 -0.0095124856040900204 -0.0088281796337112989 0.063586433093446651 0.25881904510252057 0.87223175593620794 0.11463978327039731 0.023008961823988084
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 4 10 7 6 -6 9 -9 -2 11 -4 -3 -1
right_child=1 12 3 -5 5 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.03260705122379149 -0.028554940351016397 -0.033438715600014261 0 -0.019418004819592646 0.019980588169893499 0.048186285429078421 -0.013301611683014455 0.035677146745872551 -0.00033170408336479266 0.00046347018873322198 -0.0025747152976061997 0.037464082131822472 0.0077150002672416677 0.00068319668628679167
leaf_weight=4.3028853600844732 15.107236390933396 6.3671703739091736 7.7303857370279792 5.6004574056714764 22.311144851148129 5.0477036144584408 17.874929208308458 6.3895454984158269 746.17319028638303 9.4819709211587888 8.6372412443160993 13.863895311951635 3.0438178572803736 3.6772603606805205
leaf_count=113 244 152 88 79 247 69 319 58 6951 148 99 102 32 62
internal_value=7.32093e-05 0.000236358 0.000462642 0.010608 1.32852e-05 0.0100751 0.00505615 -0.000567145 -1.46326e-05 -0.0172059 0.0163809 0.0241702 -0.0196614 -0.0168295
internal_weight=875.609 867.629 858.218 35.832 822.386 45.2338 40.1861 777.152 752.563 24.5892 30.2315 21.5943 9.41099 7.98015
internal_count=8763 8588 8404 368 8036 635 566 7401 7009 392 289 190 184 175
is_linear=0
shrinkage=0.05


Tree=428
num_leaves=23
num_cat=0
split_feature=1 34 39 21 39 33 3 31 40 29 40 43 1 35 3 44 18 20 11 20 20 3
split_gain=0.910212 3.12791 2.48038 3.43685 2.33588 2.18319 4.75513 5.26156 3.13563 7.6819 3.51489 3.43844 3.08073 2.45754 2.15968 2.05933 2.026 2.50231 1.58714 2.36784 1.79711 1.35922
threshold=0.14062424250331548 0.0029230362726861974 0.016826950134393583 -0.022768771497055525 0.021703748947092507 0.021865380299260804 0.11519043146171358 -0.0063901315913500204 0.012351011182235078 -0.0035849913540439422 0.011977283740904421 0.12940952255126045 0.085231026168251497 0.025472756398306377 0.081214946460890641 0.37940952255126048 0.85071777322715902 1.0184646336155849 0.73544795485473247 0.15493692703589204 0.96003017007693148 0.15246003386747972
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 14 5 -4 15 8 12 -8 10 -10 13 -11 -7 -1 -2 -5 17 21 19 -16 -21 -3
right_child=1 16 3 4 -6 6 7 -9 9 11 -12 -13 -14 -15 18 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.00037392384235693525 0.024160752786058819 0.0052271122593385011 -0.024473552218433198 -0.021158119848187287 0.013835860616517088 0.039328357435777776 0.014989306228543426 -0.016981489329088665 0.013251780595566929 -0.0042363366623033817 0.020608322237237704 -0.031774738618630123 0.0084334098431622633 0.010085955564436583 -0.0096123688198274902 0.0036109001136686923 0.0092947573098312898 -0.024575456162467247 0.016871814623812938 0.022519117330609004 -0.00063614008917829419 -0.013644351808122783
leaf_weight=2363.6678827777505 19.607122845947742 24.838087566196918 24.67530918866396 17.250225216150284 16.237465687096119 15.048860698938368 24.540372759103775 26.769218824803829 22.958274371922016 18.600271195173264 20.517551586031914 31.010277256369591 18.535476833581924 57.409471407532692 27.088095262646675 15.643754139542578 20.521702609956264 17.594382986426353 22.492229856550694 15.636658906936644 17.047484830021858 15.218266308307646
leaf_count=7098 82 87 84 54 54 48 88 93 75 62 70 99 62 180 95 50 77 56 82 58 54 55
internal_value=-9.83185e-06 0.00342842 -0.000243422 -0.00927582 -0.00150729 1.14986e-05 0.00789472 -0.00159381 -0.000253003 -0.0104884 4.95811e-05 -0.0215798 0.0225013 -0.000123424 0.00921273 -0.00925166 -0.00404775 -0.00889168 0.00556426 0.00120466 0.0103241 -0.00183417
internal_weight=2852.91 180.044 2672.86 73.8068 49.1314 2599.06 84.8939 51.3096 2514.16 72.5688 2441.59 49.6105 33.5843 2421.08 101.872 32.894 78.1724 57.6507 82.2645 59.7722 32.6841 40.0564
internal_count=8763 646 8117 242 158 7875 291 181 7584 236 7348 161 110 7278 371 104 275 198 289 207 112 142
is_linear=0
shrinkage=0.05


Tree=429
num_leaves=19
num_cat=0
split_feature=3 5 28 27 1 5 28 30 1 21 28 40 3 33 33 3 28 1
split_gain=1.00225 1.06284 4.85205 9.07919 4.78446 3.83608 3.45648 4.09654 6.11519 5.12594 2.63236 1.93778 5.47778 5.60155 5.10547 4.21541 6.3004 6.27249
threshold=0.020878509640049569 0.024713127901306982 -0.010719217791563306 -0.0010220223931217117 0.024848874846707059 0.025343096839282559 0.036741189352490725 0.0021111893586306585 0.033160013317939753 -0.0077991028312612573 0.016343840612754467 0.0053386755865712241 0.049190334407441819 0.0089773165575062052 0.0087889865713043011 0.038429793795944044 0.011710765455734431 0.05806419414742961
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 -2 10 7 9 -9 -4 -3 15 14 -14 -13 16 -7 -17
right_child=1 5 6 -5 -6 11 -8 8 -10 -11 -12 12 13 -15 -16 17 -18 -19
leaf_value=-0.014196418804405336 0.019341061545852651 -0.0053579623093482701 0.0097703573449148887 -0.032543290974675752 -0.015489837813613239 -0.015777024226875973 0.024361839100407248 -0.013307176996176784 0.014283932921552703 -0.013280933118717983 -0.03119164086538952 0.0030129035454580944 0.030346872756667882 2.6622561852440953e-05 -0.012279169286294869 0.0032426356071463855 0.0091871947251391441 0.024512335068463734
leaf_weight=12.297707632184027 23.818988263607025 27.100738391280174 205.71787466853857 26.632940798997879 16.560209855437279 60.947562292218208 21.087611943483353 68.148120298981667 28.225604236125946 27.059414237737656 16.01627217233181 78.283180475234985 15.278587877750395 1646.37664328143 176.43943023681641 240.69129730761051 42.789401158690453 40.594154596328735
leaf_count=70 69 87 620 92 55 190 60 211 86 91 56 244 47 5277 540 705 142 121
internal_value=-1.04345e-05 5.14348e-05 0.00237778 -0.00991509 0.00492981 -0.000360533 0.00474624 0.00346733 -0.00516813 0.00706472 -0.0151198 -8.1199e-05 -0.000733675 0.000310229 -0.00756054 0.00315274 -0.0054327 0.0063376
internal_weight=2774.07 2761.77 417.251 67.0121 40.3792 2344.52 350.239 329.151 96.3737 232.777 43.117 2301.4 1916.38 1661.66 254.723 385.022 103.737 281.285
internal_count=8763 8693 1284 216 124 7409 1068 1008 297 711 143 7266 6108 5324 784 1158 332 826
is_linear=0
shrinkage=0.05


Tree=430
num_leaves=31
num_cat=0
split_feature=43 39 18 26 12 38 5 39 37 8 12 40 32 1 8 41 8 15 10 14 24 32 32 20 39 36 7 40 34 32
split_gain=0.934112 3.18362 2.90149 4.0298 5.62957 5.46234 4.3287 3.13882 3.16988 3.76087 2.71098 9.85776 3.5112 2.63747 2.55927 3.3884 5.67088 3.21701 3.12248 3.02393 2.98304 4.41306 4.00392 2.77928 2.69242 3.72386 2.51955 2.41446 2.98473 2.2283
threshold=1.0000000180025095e-35 0.0015659776484558553 0.44041628133342475 0.0011647685165098261 0.035353354227774018 0.014005283736710063 0.024901565957604867 0.0081495871258244739 0.0036578911926624662 -47.570584688625594 0.041109313228606684 0.0059428306791148673 -0.00014037833040856054 0.038547963255196799 80.564214871396274 0.0038959406879983676 93.851965615516647 1.2335554779826619 70.359029943855333 1.999747551558283 0.015996291689022963 0.0010411966794939321 0.0026625230468044526 -5.6284516826510247 0.0020711322472922755 0.0032168365507118106 84.542554768725992 0.0063280649083089771 0.00049840439964810035 -0.0029000300135336317
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 -2 7 4 6 -6 -4 8 9 -3 12 -12 -5 -9 20 18 -17 -18 -16 -19 23 -22 -23 -1 25 -25 -24 28 -20 -15
right_child=1 2 3 10 5 -7 -8 13 -10 -11 11 -13 -14 29 15 16 17 19 27 -21 21 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.035180018278608276 -0.026304724410232419 -0.0070872503645036736 0.013994957721502239 0.014450294154094599 -0.0068712320496098003 0.036467688661135887 0.057401612688279847 0.029658066893482122 0.021739874659406116 -0.029059989358329003 0.057927749044228774 -0.00062705070874323606 -0.013404686008722952 0.011105056835357827 -0.025737988370689552 -0.034511134099761469 0.026316817365399561 -0.034125905776727972 0.03134320005412617 0.0076135507766926626 0.052101312981091601 -0.027017910938495433 0.03932949209073211 0.0061907500344282884 0.0013078554989654873 0.04472437980965363 -0.0028182566382132083 -0.023294512189736754 -0.014022268635597869 -0.013927604512926973
leaf_weight=4.7674230178818098 12.632372783496974 65.366382461041212 14.712866205722095 13.454484667629002 35.386764669790864 9.0278292689472419 9.8854605257511121 8.3688348829746229 6.5319914985448113 28.281987234950066 7.6783781535923472 92.709227660670877 64.789209004491568 17.597207593731579 28.021391830407083 8.2208488360047323 18.515393764711916 5.3169780028983977 8.1657648943364638 21.62115116789937 7.4461807301268008 5.9262951770797399 8.1612878236919624 24.754002053290606 302.19832264445722 8.513482525944708 5.8250132985413066 7.5308366790413848 6.2025954145938149 17.67644144687802
leaf_count=59 112 825 107 119 356 68 53 51 50 287 58 1169 626 257 281 116 179 72 52 213 95 72 86 146 2777 42 55 86 52 242
internal_value=7.16958e-05 -0.00168588 -0.00087216 0.00239341 0.0126535 0.00188776 0.0318032 -0.00652755 -0.0114138 -0.0138003 -0.00154738 0.00385508 -0.0085387 0.00457483 0.00158967 -0.00532903 0.00331481 0.0103266 -0.0147109 -0.000535695 0.00355402 0.0194314 0.00676555 0.00225727 0.00281453 0.0163062 0.0215255 -0.00032082 0.0114525 -0.00130195
internal_weight=875.286 404.099 391.467 247.644 69.0129 44.4146 24.5983 143.823 100.18 93.6484 178.631 100.388 78.2437 43.6425 471.187 103.595 53.6744 45.4535 49.9206 26.9381 367.592 27.3588 19.9126 340.233 335.466 33.2675 13.9863 21.8992 14.3684 35.2736
internal_count=8763 4380 4268 2556 584 424 160 1712 1162 1112 1972 1227 745 550 4383 1051 580 464 471 285 3332 308 213 3024 2965 188 141 190 104 499
is_linear=0
shrinkage=0.05


Tree=431
num_leaves=10
num_cat=0
split_feature=38 35 11 24 31 38 39 6 21
split_gain=0.960719 1.71761 2.50219 1.58601 1.58942 3.30509 2.70264 1.585 1.5445
threshold=-0.11707091287884878 -0.041151155336919591 -0.23805311480145847 -0.01697615798573315 -0.018747448954580831 -0.036591404269771692 0.011937415619501754 14.7633662718409 -0.0022045592878632797
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 8 6 -6 -5 -3 -4
right_child=1 2 3 4 5 -7 -8 -9 -10
leaf_value=0.01037844946602624 -0.013033131453189498 0.0029115138635638985 0 -0.025233069072283582 0.007639264063621436 -0.00026678989117151801 0.00043403828562542173 0.025328586616635947 -0.022128621092576337
leaf_weight=21.974123924970627 25.314783781766891 17.137167423963547 14.879246890544893 16.662547707557678 139.26906973868608 2558.2665501236916 25.457972586154938 15.519477814435957 15.989922061562536
leaf_count=70 81 55 49 58 507 7747 86 55 55
internal_value=-1.01084e-05 -9.29471e-05 2.25894e-05 -0.000138049 -9.03241e-06 0.0001398 -0.00963696 0.0137623 -0.0113899
internal_weight=2850.47 2828.5 2803.18 2770.53 2739.66 2697.54 42.1205 32.6566 30.8692
internal_count=8763 8693 8612 8502 8398 8254 144 110 104
is_linear=0
shrinkage=0.05


Tree=432
num_leaves=21
num_cat=0
split_feature=31 27 31 12 0 32 19 8 44 44 27 26 19 3 21 25 44 10 38 16
split_gain=1.02258 4.60141 4.23634 3.95067 3.84918 3.54621 4.67735 3.51966 3.70984 3.47454 4.4166 5.79323 3.54877 2.85346 2.79573 2.21997 2.68589 2.60269 2.28648 1.88017
threshold=0.004329149762212753 -0.0012126654167657922 0.0037440011830894853 0.035629592936382452 0.18837280710756574 -0.0010276433055943434 0.91126947204091002 -90.879253839170232 0.60355339059327384 0.60355339059327384 0.0062661019931066738 0.0075237078087421186 0.72227104081233873 0.039665039861642333 -0.015411074388766636 0.011763348564739264 1.0000000180025095e-35 80.340830431097473 0.046714241844924349 0.025421795333412437
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 15 9 -5 -4 14 -6 -9 10 12 -12 -3 -11 -7 17 -17 18 19 -1
right_child=1 3 5 4 7 6 -8 8 -10 13 11 -13 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.0020056047704364393 -0.023394961832609255 -0.003274742989627068 -0.0029236059703648056 0.02296028412792182 -0.016039777924431686 0.015370348105167634 -0.00026496574432599427 -0.0018275060557924852 0.0058308779442200337 -0.0082740876578722804 0.030289140173038184 -0.0066361296648292951 -0.03352274842647774 -0.037645009536119246 0.044749951525100147 0 -0.02869034737799997 0.018434805632239676 0.015362956359700756 -0.0013819031396374414
leaf_weight=683.21433041617274 23.05800823867321 24.233090132474899 26.125070571899414 18.53193274140358 32.791358202695847 16.806345045566559 18.911744087934494 479.71665462851524 235.5066712461412 17.629789844155312 16.654477447271347 28.570862680673599 16.57526296377182 16.566452860832214 17.221932500600815 19.010071415454149 14.508193448185919 19.689143657684326 24.38824150711298 1022.412508353591
leaf_count=2130 88 84 78 56 99 49 58 1513 716 54 49 93 51 53 53 70 46 67 83 3273
internal_value=-9.35674e-06 -0.00138494 0.00066005 -0.000804426 0.000511514 0.0119788 0.0194188 -4.09619e-05 0.000687697 -0.00922943 -0.00379027 0.00688831 -0.0157348 -0.022717 0.0304736 0.000154748 -0.0125676 0.000402026 0.000192853 -2.20169e-05
internal_weight=2772.12 909.835 1862.29 886.777 766.547 79.0651 52.94 748.015 715.223 120.23 86.0337 45.2253 40.8084 34.1962 34.0283 1783.22 33.5183 1749.7 1730.02 1705.63
internal_count=8763 2856 5907 2768 2384 238 160 2328 2229 384 277 142 135 107 102 5669 116 5553 5486 5403
is_linear=0
shrinkage=0.05


Tree=433
num_leaves=10
num_cat=0
split_feature=17 17 17 0 19 31 15 44 2
split_gain=0.928816 1.46299 1.99626 3.6843 1.42505 2.33093 2.29104 0.510076 0.363503
threshold=2.8981618348204834 2.7397795083678367 2.4817138326577406 0.98813234992567367 0.99938347718865661 0.0017081814413226644 1.3071661550419658 -0.12940952255126037 0.91513223071407201
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -2 -4
right_child=7 -3 8 -5 6 -7 -8 -9 -10
leaf_value=-0.00198309139303009 -0.032924563632005459 0.02243703797750754 -0.010779855724547455 0.038231923525734082 -0.01149463525030269 0.0034818861156030671 0.013734669351774418 -0.002341432858509991 -0.03424007088646621
leaf_weight=416.59626963082701 3.1699059014208615 7.2433542739599934 4.0621683411300165 6.2427443442866197 53.061889115720987 366.15690417820588 10.579239029437302 3.0253133401274672 4.4681197181344032
leaf_count=4244 59 68 46 51 659 3422 115 43 56
internal_value=6.91861e-05 0.000213579 1.82665e-05 0.000266216 -1.23836e-05 0.000567051 -0.00720729 -0.0190586 -0.0239019
internal_weight=874.606 868.411 861.167 852.637 846.394 782.753 63.6411 6.19522 8.53029
internal_count=8763 8661 8593 8491 8440 7666 774 102 102
is_linear=0
shrinkage=0.05


Tree=434
num_leaves=12
num_cat=0
split_feature=16 23 16 24 7 16 7 15 40 23 16
split_gain=0.899978 1.83616 1.61205 2.14044 2.92412 1.59049 4.6544 5.62009 2.87362 4.87397 2.172
threshold=0.0070184647095794042 0.010543541859299474 0.010655420698068692 0.0013923709561360885 58.909023201331259 0.013668448328850837 67.829700649489169 0.12746906873893957 0.0030713528812234682 0.015728835651848603 0.016333734700564404
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -4 10 -10 -7
right_child=1 2 5 4 -6 8 -8 -9 9 -11 -12
leaf_value=-0.011202153523277785 0.013881551861052225 -0.022864782966440452 -0.011591205007462205 0.01261048473285801 -0.017140458396562121 -0.029782617823639806 -0.014611670798729728 0.016829245362667396 0.020926580205882783 -0.00018927552794461002 -0.0036185840571678731
leaf_weight=17.754940345883369 23.724437780678272 17.718746453523636 22.188354507088661 17.513156786561012 15.40240356326103 13.896722316741942 22.664278909564018 76.785901069641113 27.520319297909737 2573.9341509416699 19.562953159213066
leaf_count=70 91 58 69 55 54 52 71 232 83 7853 75
internal_value=-1.03829e-05 5.84368e-05 -5.7096e-05 -0.00889003 -0.00116938 0.000103656 0.00569219 0.0104021 -0.000152642 3.29792e-05 -0.0146906
internal_weight=2848.67 2830.91 2807.19 50.6343 32.9156 2756.55 121.639 98.9743 2634.91 2601.45 33.4597
internal_count=8763 8693 8602 167 109 8435 372 301 8063 7936 127
is_linear=0
shrinkage=0.05


Tree=435
num_leaves=17
num_cat=0
split_feature=33 38 5 37 31 28 31 38 27 33 14 31 33 23 33 5
split_gain=1.01103 3.45825 5.91301 3.98358 2.33479 3.59626 3.53382 2.28373 2.38669 2.27327 4.01432 2.92444 2.20422 1.8899 1.70965 1.82084
threshold=0.0058366077021420213 0.0053384479003136818 0.016913789512658029 -0.0057194600963630928 0.00029786965242302449 -0.009373028656222462 -0.00091903158713368277 0.015093912687500601 0.0017861002146741169 0.0064053313347909452 0.47980479939657467 0.0011170890948067008 0.0065650454199804092 0.01459161033089729 0.0066728636194838984 0.031147877201202125
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 8 -3 10 -2 -12 -11 -14 -15 -16
right_child=9 7 3 -5 -6 6 -8 -9 -10 12 11 -13 13 14 15 -17
leaf_value=-0.01371121736803415 -0.01006563860003142 -0.0013552757080747767 -0.0061094141117758296 -0.039273401790804602 -0.015366886490632146 0 0.035324258654420564 -0.0081419211938533482 0.02485439119831526 -0.015460945096846486 0.0049283420795818164 0.027725446917821858 0.01467748315824452 0.013725813455245506 -0.0027636909300488245 0.00054879323167893754
leaf_weight=14.237721815705298 20.835335314273834 14.561448052525519 16.430633500218391 21.362180516123772 16.988838955760002 14.691950872540472 13.470050789415838 17.692896291613579 20.19765006005764 22.866667926311493 31.68586178123951 26.252319872379303 21.93712717294693 22.284437611699104 526.75717716664076 1948.4237503148615
leaf_count=53 65 54 54 75 66 54 50 57 62 70 99 81 73 64 1602 6184
internal_value=-8.84041e-06 -0.00400661 -0.0096079 -0.0250413 0.000154912 0.0065134 0.0169275 0.00627468 0.0137587 0.000217626 0.00857771 0.015374 -3.97763e-05 9.88133e-05 -2.78228e-05 -0.000154218
internal_weight=2770.68 149.633 97.1814 37.7928 59.3886 42.3997 28.162 52.452 34.7591 2621.04 78.7735 57.9382 2542.27 2519.4 2497.47 2475.18
internal_count=8763 525 352 129 223 157 104 173 116 8238 245 180 7993 7923 7850 7786
is_linear=0
shrinkage=0.05


Tree=436
num_leaves=18
num_cat=0
split_feature=20 23 18 24 16 28 40 28 31 23 24 18 8 25 4 34 28
split_gain=0.920932 1.74362 1.40594 1.22314 4.71599 6.60448 5.83626 2.61476 5.5541 4.40718 2.59203 3.38905 3.24152 3.08751 4.46413 4.22671 2.94193
threshold=14.004640023949307 0.048365632925647974 1.2257564026195993 0.011483264292026535 0.028265547337192071 0.0031661553528008028 0.0065698208868095248 0.005739216474223853 0.0030776467253102861 0.091754033928756626 0.009531938403674738 0.58920368836484338 13.590567744029856 0.0026451438593475649 0.69392153413089497 0.00060221576024865897 -0.0054733054937690885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 5 -5 -7 9 -9 -6 13 12 -12 14 -1 -15 -13
right_child=1 -3 -4 4 7 6 -8 8 -10 -11 11 16 -14 15 -16 -17 -18
leaf_value=0.0013313727776000808 0.01354606536644355 -0.03341899581784151 -0.025146635592762829 0.069632867261297096 -0.020225063678068773 -0.0054659290366767506 0.054495551249496746 0.02083790898585201 -0.0017252786130968836 0.026859476369483288 -0.02491940303015952 0.0095440438234086142 0.024157038061877356 0 -0.011420578286788592 0.048249258171154767 -0.027461897754080113
leaf_weight=505.12823660578579 2.85129048489034 5.3390438677743077 5.3128087269142261 5.9062496013939407 27.604512572288513 15.659985423088076 5.3210837608203283 35.768183118663728 112.52102417778224 5.8867044327780595 4.8477612733840934 6.3707354720681897 10.122609447687863 10.865073435008528 79.287736803293228 7.730985637754201 27.781795613467693
leaf_count=4860 34 102 94 44 348 147 64 302 1345 89 61 68 93 71 709 52 280
internal_value=7.71281e-05 -0.0164998 0.000241545 0.00040695 0.0037415 0.0232522 0.0096903 0.000816963 0.00369377 -0.0117449 -0.00065277 -0.0116872 0.00787324 0.00023962 -0.000391789 0.0202462 -0.0204052
internal_weight=874.306 8.19033 866.115 860.803 208.668 26.8873 20.9811 181.78 148.289 33.4912 652.135 49.1229 14.9704 603.012 584.416 18.5961 34.1525
internal_count=8763 136 8627 8533 2339 255 211 2084 1647 437 6194 502 154 5692 5569 123 348
is_linear=0
shrinkage=0.05


Tree=437
num_leaves=15
num_cat=0
split_feature=25 16 25 35 28 40 28 19 10 25 19 28 21 31
split_gain=0.958845 3.57163 2.54481 1.82705 1.60202 6.2624 3.94056 6.60655 4.04931 3.84394 2.15321 1.76636 5.79672 3.73624
threshold=0.017308479585084698 0.088432700052541433 0.015784963283028548 0.012463937745214483 0.089524485080739832 0.0096866311390646463 0.072382595847080969 0.47625204489665701 71.782303581613306 0.0025016499194440178 0.92568573981285962 0.048356399128317816 -0.021214719797222097 0.0080755124465676353
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 6 -6 11 -8 -9 -7 -11 13 -13 -1
right_child=1 3 -4 -5 5 9 7 8 -10 10 -12 12 -14 -15
leaf_value=-0.00035676357244052588 -0.018780827732924922 0.019690643280869381 0.017206977843579382 -0.0034513026142112958 -0.030748945520257632 0.016730727890042707 -0.022369385237959134 0.019137991325360846 -0.0054810619849788751 -0.022508148888908674 0.002396199032027022 0.0055983124722631481 -0.010352758048250515 0.0071665460977774799
leaf_weight=2146.9199289381504 29.941846877336502 12.680369511246679 21.541109494864941 24.85235645622015 20.478712409734726 23.826837241649628 14.171122312545775 78.328877910971642 20.80331664532423 16.262253940105438 17.768710255622864 91.467998430132866 149.45988838374615 178.62276946008205
leaf_count=6607 94 52 68 92 63 77 44 235 70 51 61 271 445 533
internal_value=-1.33275e-05 -0.00589978 0.000127971 0.00426585 -4.22353e-06 -0.00704936 0.000200113 0.00932215 0.0139209 0.00129139 -0.00938934 -0.000201002 -0.0042764 0.000219228
internal_weight=2847.13 67.4746 2779.65 37.5327 2758.11 78.3365 2679.77 113.303 99.1322 57.8578 34.031 2566.47 240.928 2325.54
internal_count=8763 238 8525 144 8457 252 8205 349 305 189 112 7856 716 7140
is_linear=0
shrinkage=0.05


Tree=438
num_leaves=31
num_cat=0
split_feature=7 34 34 41 7 41 28 21 21 1 1 44 21 32 3 28 44 28 18 17 5 28 43 27 24 27 0 20 1 21
split_gain=1.04406 3.6368 6.37293 5.7449 3.21775 6.11068 3.68996 5.23918 4.7018 3.13934 5.26532 3.72005 2.92777 2.88049 2.72321 2.66583 3.48253 3.15211 2.38113 3.02931 2.24953 7.49052 3.79943 2.23802 2.83405 2.79382 4.2375 2.56597 1.93378 1.78441
threshold=75.409521197435581 0.00025421394527214153 0.00060221576024865897 0.010008232499755345 71.773075648631249 0.0075242112138003267 -0.0054733054937690885 -0.019171047732634675 -0.0094916221677812801 0.062547708285791787 0.048429496492375136 -0.5 -0.016472983876306631 0.0047662665941747987 0.075263178036936412 0.071058201306621702 0.1294095225512602 0.044932972669520559 1.0236021097372514 1.4443591221554557 0.053858122009461232 0.03769849168122593 -0.78656609248549303 0.010168991363746167 0.0075491579823724151 0.0087303211315002526 0.62986378423627531 0.2537836138834339 0.048733084952771545 -0.014036001387301971
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 9 13 6 -6 -8 -9 10 11 -2 -5 23 15 17 -17 -4 19 -16 21 -11 -22 25 -25 28 -27 -26 -1 -12
right_child=1 2 14 12 5 -7 7 8 -10 20 29 -13 -14 -15 18 16 -18 -19 -20 -21 22 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=-0.0011481226391271101 -0.021628369310795918 0.027102008750160972 -0.0036877394721237253 0.031962052125232822 -0.0038765440888299529 -0.011655572655294752 -0.003366697375311849 0.034867102654499819 0.008690924579045271 -0.010774612080371603 -0.01282622499428984 0.00052678972426775043 0.00049395957192861295 -0.021399274358157971 0.012021953507944228 -0.027981493468713838 0.0023221806755327179 0.0094915101702426584 0.023726125997885244 -0.01077311617799695 0.0072101992717492451 0.027637041407178903 -0.014368859607865082 -0.02727016403678964 -0.012839330736984352 -0.0021566515480457311 0.031661001951130155 0.0057832122010338417 0.0021874087954440514 -0.033083263410623058
leaf_weight=1018.9914316125214 26.464500710368156 22.890553452074528 183.88741371780634 13.710634730756285 25.763703912496567 32.348198443651199 22.82787211984396 41.587668262422085 30.31984855234623 29.233205527067184 17.968790210783482 64.618429809808731 16.621184073388577 15.501284778118132 37.817396275699139 21.363666832447052 16.447710484266281 60.074828818440437 18.656693853437901 23.415433250367641 29.911015518009663 22.157679527997971 62.182978358119726 15.115690708160399 36.555558875203133 18.670249477028847 17.776092551648617 36.850614473223686 756.68327184766531 32.845800563693047
leaf_count=3136 85 71 585 46 84 107 69 123 93 95 57 194 54 61 122 77 58 183 62 78 95 65 215 47 116 57 52 116 2458 102
internal_value=-8.47645e-06 -0.00167889 0.00157574 -0.00565825 0.000554526 0.00753364 0.0127319 0.0173006 0.0239267 -0.00786959 -0.0131493 -0.0058723 0.0149408 0 -3.31044e-05 -0.00235746 -0.0146963 -0.000419351 0.00809519 0.00322024 -0.00260799 0.00571135 -0.00730579 0.000173076 -0.00758136 0.000555035 0.014242 -0.00342746 0.000270503 -0.0260575
internal_weight=2769.26 700.268 384.554 315.714 2068.99 152.847 120.499 94.7354 71.9075 285.382 141.898 91.0829 30.3318 1916.14 361.663 281.774 37.8114 243.962 79.8895 61.2328 143.485 51.3909 92.094 1900.64 88.5219 1812.12 36.4463 73.4062 1775.67 50.8146
internal_count=8763 2244 1236 1008 6519 476 369 285 216 908 438 279 100 6043 1165 903 135 768 262 200 470 160 310 5982 279 5703 109 232 5594 159
is_linear=0
shrinkage=0.05


Tree=439
num_leaves=31
num_cat=0
split_feature=10 33 3 30 29 30 1 33 29 36 36 27 39 34 33 44 39 40 11 20 35 33 40 39 41 2 21 21 30 17
split_gain=0.919056 3.6965 4.30135 3.8984 5.89111 2.77165 2.69588 2.04113 4.13867 5.78465 5.01339 6.55461 6.42975 3.12194 3.06918 4.2701 3.40977 2.15209 2.11879 7.15149 2.53923 1.91374 3.27112 2.7407 2.56414 1.88022 4.52932 1.87547 1.08087 0.484273
threshold=46.245523500524534 0.0076316311310877724 0.044520579058186058 0.00024518276695851469 -0.0015682580822511392 0.00069885085557582903 0.047491957935506514 0.0079643584102935764 0.011627263251074884 0.0049790235687401383 -0.00013253663494150467 0.00012901296753284084 0.0039871539004185256 0.0059874264641739403 0.0087112722870171262 -0.37940952255126015 0.0047486520556894148 0.0032442946588827348 0.37615413208849063 0.81733215133693593 -0.019633295292737215 0.0085528286175064906 0.0058699668607013937 0.0039250452949955361 0.0013157917758271965 0.37932691135535301 -0.010851923875821295 0.016137623476841473 0.0043688990348939435 1.0463110773826847
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 6 25 -3 8 9 10 11 -2 -12 17 15 16 -9 -11 19 -16 -20 -4 24 -24 -23 26 -1 -22 29 -17
right_child=7 2 21 -5 -6 -7 -8 14 -10 13 12 -13 -14 -15 18 28 -18 -19 20 -21 27 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.036003296641056649 0.022663871238604451 0.020299587793568583 0.028771675224909067 -0.020443193373862103 0.054437101763714052 0.0063439464809731854 -0.013568312033662752 0.022784597338640925 0.04412733800348978 0.00090597657893012277 0.013544558389923911 -0.014463331213999854 0.061299389335189629 0.017783334081697799 0.048448587048622455 -0.036505730657963038 -0.018675726695451041 -0.026804067975114546 -0.034322728734779658 -0.01095822255406868 -1.1454241420937843e-05 0.006318362103047169 0.015365798200004345 -0.0036615964748826385 -0.028443877423373967 -0.033846317084866281 -0.028471437325102395 0.022004006412675584 -0.0075694434167046052 -0.016223331263300909
leaf_weight=3.8386158756911746 18.836587999016047 16.614874158985916 4.4851078689098349 6.4422213193029156 9.6616891808807832 9.9077166644856316 8.8015565034002048 11.385786309838297 6.8045942224562159 9.5901940502226335 44.291689161211252 31.806215062737465 8.4396905787289125 7.0456475000828496 9.3650931064039487 14.733069501817232 8.5438809953629953 22.816047448664904 5.1909660017117849 10.618070919066666 366.0007658759132 6.7773786634206798 21.727364409714937 140.57626114785671 20.781394341960549 18.359145807102323 8.546110385097565 9.8241082038730365 7.0355535484850398 5.2700160294771186
leaf_count=44 111 130 51 65 55 93 64 85 45 71 298 240 63 69 67 122 78 195 71 97 3751 65 191 1799 256 185 152 129 68 53
internal_value=7.1302e-05 -0.0023055 7.58683e-05 0.0146846 0.0213179 -0.0162116 0.00836818 0.00117966 0.00623613 0.00436631 0.010606 -0.000537884 0.021384 -0.0118424 -0.000499166 -0.012585 0.00475636 -0.0184723 0.000906748 0.0167364 5.92375e-05 -0.00302538 -0.00381759 -0.00107574 -0.0197223 -0.0236396 -0.00795885 0.000556432 -0.0255217 -0.0315181
internal_weight=874.117 276.519 235.868 41.5203 35.0781 40.6516 25.4164 597.598 149.631 142.826 103.374 50.6428 52.7314 39.4519 447.967 46.9683 19.9297 32.4062 400.999 19.9832 381.016 194.348 189.862 162.304 27.5588 30.7439 12.3847 375.825 27.0386 20.0031
internal_count=8763 3150 2676 314 249 474 194 5613 1092 1047 712 351 361 335 4521 406 163 266 4115 164 3951 2362 2311 1990 321 381 196 3880 243 175
is_linear=0
shrinkage=0.05


Tree=440
num_leaves=23
num_cat=0
split_feature=29 4 5 5 5 28 29 39 42 32 5 37 11 2 26 36 15 7 25 37 38 25
split_gain=0.936683 4.58948 3.52144 3.91828 3.39261 5.53685 3.33121 4.76316 3.65507 4.8668 2.68014 2.67123 4.40443 2.71067 2.61223 2.48769 3.8523 2.5139 2.37298 2.25957 2.34983 1.62883
threshold=0.013366596187858073 0.66098904962055105 0.044220422487232146 0.051755512613318004 0.067330068449149558 0.013598572403658372 0.0087849613291405299 0.0038211283367563229 0.9199391054260192 0.0018361665145026065 0.075865761942592244 0.023083662598902269 0.95682599646827315 0.69772743687143335 0.0092933372532473506 0.020799525380313936 1.2123496008522265 87.175176147257858 0.007534495694361887 0.025922702439875048 0.017991549379507425 0.009998064050677314
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=6 -2 -3 21 5 -5 8 -8 11 -10 -6 12 13 -1 -14 16 17 -9 -17 -13 -21 -4
right_child=1 2 3 4 10 -7 7 15 9 -11 -12 19 14 -15 -16 18 -18 -19 -20 20 -22 -23
leaf_value=-0.00051967369416077184 0.023332416532703872 0.023289640324721875 -0.027714083900777634 0.036327597918889835 -0.013940516067163358 0.0036557535013907226 0.012069482829461487 -0.011154894604905735 0.025200459767160323 -0.0071475866397944059 0.00096582462452358172 0.024058466817253064 -0.03473110491019054 0.0067470893460259036 -0.0057192696230042757 -0.007290747467739939 -0.030127096313235104 0.0094471214361731577 0.016719311416499939 -0.011031379528388733 0.015811424525488234 -0.0050542568026459723
leaf_weight=2021.1974952742457 24.395002156496048 16.357196182012558 16.629844009876251 15.527306064963339 40.528591841459274 79.39636056125164 30.880069300532341 112.22600411623716 32.188803099095821 17.797919109463692 114.9825574234128 20.407348990440369 14.140885926783083 136.91978789120913 18.256086528301239 27.856596350669861 24.642606101930141 16.713817045092583 16.122469857335091 15.689967185258864 16.602359235286713 16.397960394620895
leaf_count=6156 81 53 49 47 125 246 98 352 98 54 402 62 51 413 58 86 77 49 52 51 52 51
internal_value=-1.18973e-05 0.00251564 0.000797989 -0.000490014 0.00162887 0.00908533 -0.00033894 -0.00609626 0.000232647 0.0135917 -0.00289333 -6.34049e-05 -0.000333475 -5.60325e-05 -0.0186044 -0.00896564 -0.0119699 -0.00844036 0.00141573 0.011047 0.00262108 -0.0166639
internal_weight=2845.86 324.215 299.82 283.463 250.435 94.9237 2521.64 228.442 2293.2 49.9867 155.511 2243.21 2190.51 2158.12 32.397 197.561 153.582 128.94 43.9791 52.6997 32.2923 33.0278
internal_count=8763 1054 973 920 820 293 7709 714 6995 152 527 6843 6678 6569 109 616 478 401 138 165 103 100
is_linear=0
shrinkage=0.05


Tree=441
num_leaves=16
num_cat=0
split_feature=10 27 17 25 27 40 44 17 10 40 7 5 7 12 35
split_gain=0.977291 1.13331 3.30049 3.19964 3.10037 4.20814 4.94518 3.09941 2.32493 3.01808 2.28495 6.33973 3.87785 2.09685 0.932005
threshold=88.691940183317357 0.019580596370733151 1.7969195167865271 0.012709325682983786 0.015631386973586594 0.010847213646235766 0.25881904510252057 0.71294090328463589 80.340830431097473 0.0052304198181274963 75.409521197435581 0.074019725649657128 66.757446210521849 0.03919518864539364 0.010669164253070742
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 8 6 -6 -3 10 -10 12 -12 -1 -11 -5
right_child=-2 2 -4 14 5 -7 -8 -9 9 13 11 -13 -14 -15 -16
leaf_value=-0.00027585276562300406 -0.011843333017748698 -0.0063306213626283586 0.022929567606577505 -0.0037490969225248299 -0.018131576924425321 -0.028117798597461857 0.012452296947598434 0.021998638537741654 0.02419907370162129 -0.012552656721240002 -0.0047113630409696258 0.016122556061015789 0.0056225159164095088 0.011641688311188579 -0.022405297258208143
leaf_weight=1690.5929398611188 17.236302137374878 16.792022038251162 20.932121999561787 15.42040601372719 25.442581042647362 22.624355278909206 27.18793036043644 21.853546470403671 22.785017237067223 15.901662856340407 464.69957987964153 39.44713693857193 333.26169104874134 20.158581271767616 12.967457003891466
leaf_count=5356 68 62 76 59 90 87 85 70 75 53 1434 129 1008 63 48
internal_value=-7.52333e-06 6.52686e-05 0.00564694 0.000149603 -0.000117497 -0.010116 -0.00224405 0.00957558 0.000171819 0.00998854 -5.50965e-05 -0.00306842 0.000693172 0.000829107 -0.0124954
internal_weight=2767.3 2750.07 87.9656 67.0334 2662.1 75.2549 52.6305 38.6456 2586.85 58.8453 2528 504.147 2023.85 36.0602 28.3879
internal_count=8763 8695 315 239 8380 262 175 132 8118 191 7927 1563 6364 116 107
is_linear=0
shrinkage=0.05


Tree=442
num_leaves=12
num_cat=0
split_feature=28 34 36 26 34 34 32 34 31 28 2
split_gain=0.921075 2.03008 1.44426 1.47937 1.61617 3.09569 1.99091 2.47979 1.46892 1.46499 1.15074
threshold=-0.12749928364775812 0.015344618101411857 0.041761614254690278 0.029123273625611987 0.0096864835247308951 0.0092422739838938801 -0.0010094503410318252 0.019022457733791635 -0.014233314597565402 0.11463978327039731 0.29126649557338508
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 10 -8 -2 -4 -6
right_child=2 -3 9 -5 6 -7 7 -9 -10 -11 -12
leaf_value=-0.033134206927968118 0.014334961778292713 0.02108527504212598 -0.033370844392228496 0.022699225309927532 0.0021456594608674192 0.036607224789551168 -0.0082116432068919942 0.02969941946181311 0.00015792726643869756 0.0075373651332389258 -0.034597525943138564
leaf_weight=5.621767413802444 18.636182030662894 2.2749979011714458 6.1586925541050714 7.3068256676197043 2.4198676738888016 5.8859254298731676 29.676305056549609 4.9193901624530545 778.42112757731229 3.0483689662069082 9.2715846481733006
leaf_count=147 236 28 152 93 43 61 371 53 7386 32 161
internal_value=6.28184e-05 -0.0168204 0.000224516 0.000443038 0.000243008 0.000772885 -0.00882284 -0.00260665 0.000497433 -0.0193538 -0.0266148
internal_weight=873.641 7.89677 865.744 856.537 849.23 802.943 46.2871 34.5957 797.057 9.20706 11.6915
internal_count=8763 175 8588 8404 8311 7683 628 424 7622 184 204
is_linear=0
shrinkage=0.05


Tree=443
num_leaves=17
num_cat=0
split_feature=31 3 1 35 28 30 43 32 25 28 42 36 39 40 31 33
split_gain=0.896482 2.69583 1.58705 2.62961 5.05799 3.68661 3.03803 2.21378 3.33468 5.12226 2.84769 2.07892 4.62128 2.74516 1.6406 1.32168
threshold=0.021325839060730514 0.10396000349482663 0.14273060193474266 0.0016192009756805794 -0.063772375530631961 -0.031274723823556248 0.12940952255126045 -0.0069012660328533239 -0.034377339404256309 -0.038252618201315737 0.17659231283033169 -0.023133359885742662 0.0093828648821999167 0.0104017990664356 -0.0098431639785578149 0.024511071754194109
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 5 -4 14 -1 9 10 -9 12 -10 -13 -5 -6
right_child=1 -3 3 6 15 -7 -8 8 11 -11 -12 13 -14 -15 -16 -17
leaf_value=0.0162307552971954 0.0081961899578555184 -0.018196767359661289 0.01425976006439094 -0.021500470589968002 0.03420523416631454 -0.017496525129388568 0.01181920438627581 -0.014141765434018537 0.017634731010767107 -0.030039247728846575 0.016213581044435623 0.00029610704752453502 -0.0052616617110314177 -0.0047817989037675906 -0.0016179366713104883 0.013212278846388327
leaf_weight=20.284847989678383 15.921371698379515 23.698426946997643 19.082570016384125 17.343086615204811 20.280141234397888 17.327254593372345 26.50149841606617 15.451365023851396 49.48196867108345 23.580108061432838 15.218743100762365 2197.0917936787009 39.143478631973267 302.5831753090024 27.159355238080025 13.719259440898893
leaf_count=69 53 83 63 60 88 63 98 50 152 73 52 6602 128 982 98 49
internal_value=-1.02205e-05 -0.00747084 9.36664e-05 0.00525452 0.0121022 -0.000722478 -0.00147291 -0.000178717 -0.000307181 -0.0125645 0.000762036 -4.78625e-05 0.00747112 -0.000316735 -0.00950931 0.0259445
internal_weight=2843.87 39.6198 2804.25 141.413 70.4092 36.4098 71.0039 2662.84 2642.55 54.2502 30.6701 2588.3 88.6254 2499.67 44.5024 33.9994
internal_count=8763 136 8627 519 263 126 256 8108 8039 175 102 7864 280 7584 158 137
is_linear=0
shrinkage=0.05


Tree=444
num_leaves=26
num_cat=0
split_feature=4 4 44 5 7 31 36 20 20 31 44 19 36 28 42 7 20 33 28 12 4 43 30 22 16
split_gain=0.982196 2.87161 2.72807 4.05916 3.75118 4.06472 3.0187 2.96398 2.49388 2.42434 2.35733 2.3215 4.5774 2.14231 2.01142 2.60257 1.69969 1.68921 1.58737 5.48868 7.15747 4.22451 3.50891 7.75913 3.8201
threshold=0.17035125797306797 0.22716293368467236 0.1294095225512602 0.071291246104262199 18.899929307239784 -0.0053835244374843272 -0.025359756644543537 1.2549023897934704 1.4092402308610483 0.00046330125895118558 -0.78656609248549325 0.0061682135341357231 -0.019968969214963158 0.0038632602414315331 0.1811209999034136 22.792851881406154 0.91021286485359265 0.011023561255683727 -0.0062402202660889932 0.033411317817469151 0.38772722263547688 0.37940952255126054 -0.0038431416892545918 0.48263549780970499 0.022853014643987316
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 6 5 -1 -4 -8 14 -10 -7 12 -3 17 -2 -16 -17 -6 19 20 -13 -21 23 -20 -24
right_child=1 11 3 -5 13 10 7 -9 9 -11 -12 18 -14 -15 15 16 -18 -19 22 21 -22 -23 24 -25 -26
leaf_value=0.015319932067381338 0.00011800163966012733 -0.006002539122537536 -0.031795715170078544 0.015882228510469106 0.012006216338134647 0.0019514274848223658 -0.018316298476159915 0.010187082628347027 -0.0072018147379237273 0.017044948836816443 -0.022482857342853629 -0.031574721312745906 0.022663997188458063 0.0019399734046524003 -0.031864599549245802 0.0024375451693917916 -0.017984428547740947 0.032313296468341253 0.018479866872536704 0.0033869464751291214 -0.003618654884369308 -0.0065239187837606884 0.0037322352028097139 -0.019375806411564958 -0.0014066711312553863
leaf_weight=24.049683049321175 22.124915793538094 24.292948558926582 13.803130127489565 17.559506088495255 21.117435812950134 18.367687895894051 18.308937355875969 17.782587148249149 26.386405602097511 16.68334586173296 20.371659964323044 34.034028433263302 31.752348810434341 18.386709898710251 20.50240121781826 16.415072605013847 25.093280181288719 22.3584114164114 65.60569005459547 305.08044891059399 71.1555470302701 165.88520472496748 514.28481936454773 16.842501103878021 1217.2269955053926
leaf_count=76 77 80 50 56 61 53 57 54 85 53 64 113 94 57 70 54 81 67 202 1016 233 600 1577 54 3779
internal_value=-9.7322e-06 -0.000269043 0.00343621 -0.00461259 0.00783203 -0.000703645 -0.0119427 -0.00414495 -0.00759099 0.00209223 -0.0107938 0.000109964 0.0101608 0.0165634 -0.0126039 -0.0172163 -0.00980165 0.0226145 -0.00012404 -0.00241189 -0.0127327 -9.39235e-05 0.000599971 0.010672 0.000116901
internal_weight=2765.47 2573.37 192.106 67.4542 124.652 62.789 49.8947 36.0915 127.205 43.0698 38.7393 2446.16 56.0453 61.8626 84.1357 62.0108 41.5084 43.4758 2390.12 576.155 105.19 470.966 1813.96 82.4482 1731.51
internal_count=8763 8168 595 217 378 193 161 111 420 138 117 7748 174 185 282 205 135 128 7574 1962 346 1616 5612 256 5356
is_linear=0
shrinkage=0.05


Tree=445
num_leaves=17
num_cat=0
split_feature=6 7 29 29 5 19 32 1 15 15 31 11 12 33 33 3
split_gain=0.893319 1.1348 1.21049 3.77281 4.49218 1.73517 1.73129 2.97547 1.50485 2.2923 1.29002 1.16497 0.896567 2.49749 0.212832 0.174626
threshold=10.381497392224359 13.788386816580145 -0.011761845572619943 -0.01513640529390947 0.052171015979859944 0.16782622947704676 -0.0032207126493959994 0.066612803863657255 -0.26169960635711881 -0.074671841618103293 0.00035576964593093209 0.37168479969918417 0.043801292765055115 0.0094031457749124258 0.016883699839500287 0.079609572177294155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 4 -3 -6 7 -4 10 -10 -8 -9 13 -1 -14 -5
right_child=1 2 6 15 5 -7 8 11 9 -11 -12 -13 14 -15 -16 -17
leaf_value=-0.032632852702820854 0.02066887968585332 0.054903858310595459 0.031426401364672167 -0.03478498246201471 0.0027811415530871937 -0.026654047030243357 0.00096573131122778253 0.0092778336188062468 -0.014817061518024947 0.00042652830344593311 0.043974686519433162 -0.025956871097371038 -0.033460264472257098 0.028633908441953317 -0.0093828068428702064 -0.015827645838401804
leaf_weight=3.0124211004003865 6.6668283613398662 3.4086535405367639 11.662115396931769 9.6604797970503551 16.795879722572867 6.889586695469915 3.8506489358842364 4.9589959280565363 25.385820343159139 760.67751441849396 3.518396501429379 4.1075130207464099 4.1418762197718024 3.4727405654266477 2.159956019371748 2.95371782593429
leaf_count=56 93 26 96 145 292 144 80 54 359 7059 52 53 79 50 60 65
internal_value=6.8809e-05 0.000270154 0.000102628 -0.00840336 0.001961 -0.00564677 0.000524604 0.0147568 0.000144671 -6.12237e-05 0.0224839 -0.00624855 -0.0129902 0 -0.0262642 -0.0308986
internal_weight=873.323 860.536 853.869 39.7083 27.0941 23.6855 814.161 20.7286 793.432 786.063 7.36905 9.06651 12.787 6.48516 6.30183 12.6142
internal_count=8763 8518 8425 672 462 436 7753 203 7550 7418 132 107 245 106 139 210
is_linear=0
shrinkage=0.05


Tree=446
num_leaves=31
num_cat=0
split_feature=20 28 24 28 10 28 30 38 3 35 43 10 30 37 3 5 43 20 27 3 28 15 31 3 3 1 35 21 31 19
split_gain=0.907378 4.44384 7.41356 8.33765 5.1326 4.50048 4.87603 4.771 4.56836 4.98917 4.29264 3.79769 7.33024 8.4172 3.54094 6.28235 3.0414 3.00536 3.61231 2.91527 3.29618 6.64226 3.59725 7.0549 3.07491 6.01729 3.83758 3.2233 3.03087 2.82321
threshold=-0.16660443116753834 0.013260182095011864 0.0088578877939437962 -0.01409337737468269 55.934742655064611 -0.028123411753911694 -0.0032891123978247725 -0.025344358576454503 0.081818133368018478 -0.014689090205106668 0.37940952255126054 66.774306522911289 0.0082327318818401028 0.021609141650095091 0.035538646764921002 0.032922392177555715 -0.60355339059327362 -0.084341937161119415 0.00072354646943708094 0.097879192322647635 -0.054691144646274253 0.21109595190769517 -0.010132526303410116 0.08012925940895832 0.20843457679627617 0.16831223492336214 0.00034695786785188259 -0.052377667876818489 -0.001812871709782687 0.77558233195798387
decision_type=2 2 2 2 2 2 2 2 2 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 29 -3 8 7 -7 9 -1 -5 12 13 -6 -13 -16 -8 18 -2 20 21 -19 23 -22 25 27 -27 -21 -24 -4
right_child=17 4 3 10 11 6 16 -9 -10 -11 -12 14 -14 -15 15 -17 -18 19 -20 24 22 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.001818157886890763 -0.0055778097585345507 -0.024208151462159006 0.0091408923433903954 0.01211669057153281 0.0079727174050442783 -0.010502255752834498 -0.018681095039817183 -0.043185359750029149 -0.0088333193603898057 0.035381467358513712 0.035026365487502986 -0.033732646920254426 0.021403182439868596 -0.030415943183982164 0.024315538165537401 -0.0081944521514679403 0.0060313926619269985 -0.00038789893879387751 0.019192375591634246 -0.0092398569959337134 0.036125694688223846 -0.039770404856455402 -0.0042374157654936342 -0.010750826976638853 0.026815662046815486 0.00048956539093491234 -0.033273619293181719 0.010481380172831036 0.00066392454375522941 -0.018016807682665042
leaf_weight=16.193314000964165 21.578938007354736 33.157853275537491 15.142067313194273 66.264689266681671 38.031243875622749 34.881338104605675 16.901404321193695 16.826659068465233 26.562731772661209 19.536293126642704 30.38040791451931 11.88022919744253 39.129695221781731 22.624756336212158 15.95459923148155 190.90611444413662 46.283677883446217 33.333049893379211 44.226645469665527 23.757472418248653 18.85263217240572 15.859389439225195 406.51964898407459 13.63611353933811 15.82585573196411 17.285892084240913 15.784720979630945 147.40127921104431 1402.4664722159505 24.93121212720871
leaf_count=52 68 95 59 192 110 111 55 50 87 89 94 42 120 68 45 591 140 110 136 84 89 56 1233 46 60 57 53 492 4200 79
internal_value=-9.9163e-06 -0.00162705 0.00268623 0.0114391 -0.00549085 -0.00404205 -0.00992419 -0.0212972 0.00672545 0.0184243 0.0193988 -0.00351974 0.00452973 -0.00629049 -0.00721501 -0.00565235 -0.000519027 0.000482363 0.0109977 0.000151653 -0.000479962 -0.013241 -0.000135653 0.0163247 0.00559882 0.00391792 -0.0155267 0.00771101 -0.000434926 -0.00763334
internal_weight=2842.12 665.588 313.904 136.718 351.684 177.185 114.893 51.708 62.2923 35.7296 96.6451 318.527 99.7857 60.656 218.741 206.861 63.1851 2176.53 65.8056 2110.72 1890.67 49.1924 1841.47 32.4887 220.055 204.229 33.0706 171.159 1808.99 40.0733
internal_count=8763 2079 1008 424 1071 584 356 161 228 141 286 976 298 178 678 636 195 6684 204 6480 5734 166 5568 135 746 686 110 576 5433 138
is_linear=0
shrinkage=0.05


Tree=447
num_leaves=21
num_cat=0
split_feature=39 32 17 5 16 5 39 31 42 32 5 1 1 5 5 29 14 42 11 14
split_gain=0.987654 4.30045 3.80282 3.46262 2.83262 2.77033 1.62467 5.30208 5.97285 2.10552 1.68449 3.96329 4.75994 2.95148 1.96433 2.84452 1.73642 2.23581 1.55682 1.48047
threshold=0.0019043132611811658 4.2403965976501805e-05 0.38381989538841577 0.017216765976106357 0.015382761935757328 0.017421852893684833 0.0023128244592316859 0.0042621452489740924 0.36438232429081568 0.00090337702075610736 0.01860891240524648 0.024157268377189883 0.020612880729968443 0.016913789512658029 0.020007972527114268 0.00096336917320105641 0.048481558709501667 0.53067781900935274 0.53198513667473801 0.20137802797167201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -4 7 8 -2 18 11 12 13 -8 15 -12 17 -16 -10 -18
right_child=6 2 5 -5 -6 -7 10 -9 9 -11 14 -13 -14 -15 16 -17 19 -19 -20 -21
leaf_value=-0.03016119622169619 -0.012307689435156484 0 0.008933701571533479 0.032635490147382637 -0.0050786711960308373 -0.019484156536642108 3.4467477758072504e-05 -0.017835104191070351 0.017258539284348541 0.0063101588203002233 0.024985705231264477 -0.025360651977086552 0.021261860048603171 -0.023122230672314517 -0.020119520782414285 -0.0027757668546533262 0.0047371100757351067 0.00031261555119635264 0.03890397367649448 -0.00010340497150391608
leaf_weight=20.485149510204792 17.225713297724724 16.750518195331097 14.153814040124415 15.670564711093901 26.237043634057045 20.869471445679665 39.098376631736755 17.151493906974792 18.194367974996567 16.7804294526577 19.119530513882637 21.539104506373405 18.057823196053505 20.780239105224609 24.092962369322777 17.154514819383621 169.94782979041338 28.921282634139061 17.909605026245117 2202.3505495451391
leaf_count=75 57 63 52 49 83 63 131 51 61 52 59 65 52 71 81 51 531 91 59 6966
internal_value=-9.44565e-06 -0.00456251 0.00345384 0.0158211 -0.0162237 -0.00786467 0.000185109 0.00689062 0.0130274 0.0213817 -4.16716e-05 -0.00641884 -0.00109407 -0.00794361 0.000214256 0.0117479 3.9215e-05 -0.00889928 0.0282118 0.00024144
internal_weight=2762.49 114.167 67.4444 32.4211 46.7222 35.0233 2648.32 87.2616 70.1101 52.8844 2561.06 99.4755 77.9364 59.8786 2461.59 36.274 2425.31 53.0142 36.104 2372.3
internal_count=8763 385 227 112 158 115 8378 280 229 172 8098 319 254 202 7779 110 7669 172 120 7497
is_linear=0
shrinkage=0.05


Tree=448
num_leaves=7
num_cat=0
split_feature=14 33 12 5 39 15
split_gain=0.888119 0.992444 1.20739 2.09238 1.99038 1.15211
threshold=0.014095827087638851 0.0035941919965311211 0.016705020884912946 0.013064596387952704 0.0010722851953935319 -0.050841563829738028
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=-0.017258089043424973 0.020904001817171881 -0.025576178291872816 0.021837292044564124 -0.028903123838364672 -0.0052793030664704723 0.00077562839307998511
leaf_weight=7.2297556065022937 5.6609508804976931 4.4606945272535077 10.945972502231596 5.8414544686675063 87.589016008190811 751.22881517978385
leaf_count=70 33 36 52 52 1389 7131
internal_value=6.48146e-05 0.000217231 7.28435e-05 0.000215381 -6.14513e-05 0.000136861
internal_weight=872.957 865.727 860.066 855.605 844.659 838.818
internal_count=8763 8693 8660 8624 8572 8520
is_linear=0
shrinkage=0.05


Tree=449
num_leaves=8
num_cat=0
split_feature=38 36 43 11 27 28 12
split_gain=0.895247 1.47817 3.54551 2.06024 1.35135 2.93838 3.14586
threshold=-0.11707091287884878 -0.043309405679771588 -0.25881904510252113 -0.23805311480145847 -0.022441876307471447 -0.14855972285802657 0.07733084485214857
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 -7
right_child=1 3 -4 4 5 6 -8
leaf_value=0.010044103172388937 0.0060189229820392966 0.014299032807725241 -0.022391979982230852 -0.011644344591572453 -0.019567184766650064 -0.00036077096697286214 0.0056476172021553903
leaf_weight=21.865418091416359 20.060879647731781 25.051695853471756 23.520782634615898 24.915829092264175 18.892461165785789 2465.5738037265837 238.81041149049997
leaf_count=70 65 87 74 90 65 7497 815
internal_value=-8.98001e-06 -8.91452e-05 -0.00921598 5.28077e-05 -7.57528e-05 2.86784e-05 0.00016814
internal_weight=2838.69 2816.83 43.5817 2773.24 2748.19 2723.28 2704.38
internal_count=8763 8693 139 8554 8467 8377 8312
is_linear=0
shrinkage=0.05


Tree=450
num_leaves=13
num_cat=0
split_feature=33 27 33 21 33 41 15 26 9 24 27 31
split_gain=0.974478 4.87315 1.0993 5.80371 2.44197 3.02673 1.36866 6.1759 6.01861 3.2969 3.02081 2.94194
threshold=0.0042703287206451923 0.0017861002146741169 0.0050253463905245632 -0.0077991028312612573 0.0054637429555784737 0.001185319869509806 0.5364054475149892 0.00055810493584861293 -29.585075447403849 0.0055288540346385131 -0.0030761316509326409 -0.001812871709782687
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 8 11 10 -9 -6 -8
right_child=2 -3 4 -5 6 -7 7 9 -10 -11 -12 -13
leaf_value=-0.032453770616605503 0.022943519496818172 0.015441919829746352 0.001419550678858331 -0.014876028550100399 -0.0016098992477781154 -0.025019045205618196 2.1687158211589082e-06 0.0073296293286679547 0.029230260296644606 -0.0005873611111303431 0.0034195454112364333 -0.013650612639952837
leaf_weight=11.595676239579918 25.735892564058304 9.4882516264915449 20.90481898188591 16.460887506604195 589.85601878911257 21.604541212320328 56.023587383329868 148.97553295642138 19.00289648771286 1111.3172869160771 602.84612160921097 127.69939997792244
leaf_count=76 81 29 69 59 1948 71 199 448 58 3510 1818 397
internal_value=-8.1293e-06 -0.0106924 7.26349e-05 0.00807168 -5.09012e-05 -0.0119272 0.000137758 -0.000899895 0.00137845 0.000345023 0.000928093 -0.00946246
internal_weight=2761.51 21.0839 2740.43 42.1968 2698.23 42.5094 2655.72 1444.02 1211.71 1260.29 1192.7 183.723
internal_count=8763 105 8658 140 8518 140 8378 4554 3824 3958 3766 596
is_linear=0
shrinkage=0.05


Tree=451
num_leaves=14
num_cat=0
split_feature=28 34 7 42 44 28 27 8 28 5 11 15 39
split_gain=0.882326 1.92807 1.18565 1.70809 1.63231 1.40172 2.95532 2.17799 2.0386 1.81756 1.57108 1.1352 1.10686
threshold=-0.12749928364775812 0.015344618101411857 13.077814458226113 0.13944682486771226 -0.12940952255126037 -0.072536013673182284 -0.0024024923975114578 -28.932384977658547 -0.044814163165474104 0.055199455879233549 -0.081008576386701767 -0.17645437755956403 0.0078432894575863246
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 -4 6 7 -5 9 -7 -10 -6 -2
right_child=2 -3 3 5 11 8 -8 -9 10 -11 -12 -13 -14
leaf_value=-0.033050091022570977 0.038414529318700916 0.0197495712390824 -0.03387603379599096 -0.014745295846113044 -0.019006007080099252 -0.00098375772246964903 0.054048358306634681 0.024570990583374711 0.019607633672162398 -0.033594921400492438 0.00013414571934934676 0.023417365419854841 0
leaf_weight=5.4370728190988293 3.8111063279211512 2.30928242392838 7.1003349013626575 7.396453920751811 3.1885490911081433 9.3514539767056721 3.6071337228640905 6.4685690887272367 10.404040716588495 8.323129974305628 798.63475255807862 2.9117474704980832 3.884118003770709
leaf_count=147 53 28 156 139 71 117 50 58 110 215 7528 33 58
internal_value=6.16088e-05 -0.0166215 0.000218681 3.63428e-05 -0.0177355 0.000322234 0.0142967 0.00328383 1.91505e-05 -0.0167246 0.000393142 0.00048788 0.0196319
internal_weight=872.828 7.74636 865.081 857.386 13.2006 844.186 17.4722 13.865 826.713 17.6746 809.039 6.1003 7.69522
internal_count=8763 175 8588 8477 260 8217 247 197 7970 332 7638 104 111
is_linear=0
shrinkage=0.05


Tree=452
num_leaves=23
num_cat=0
split_feature=31 30 12 31 35 21 43 38 30 16 42 27 39 28 27 27 39 30 16 39 3 15
split_gain=0.920262 4.10356 3.49197 3.15934 3.10573 2.79042 3.40444 2.62062 3.53727 2.62543 2.41882 2.18716 4.51393 4.84768 3.53757 5.30183 3.83405 3.33984 2.62694 2.40334 1.61672 1.07622
threshold=0.01407152653712839 0.013839707982852459 0.049467299061877509 0.015370680667796619 -0.0010489397127989018 -0.01716727831188487 -0.37940952255126059 0.056943285172126219 0.019355253826579967 0.073581342294338284 0.73786145253522362 0.012761717363747241 0.010400505824999504 0.050400679378309249 0.0098386073147652391 0.0091489954729422045 0.0039543456499400312 0.008642639448063651 0.066530298221431874 0.01121676166431235 0.054936053757184376 0.86025330635246522
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 21 5 6 -5 -6 -9 -10 -7 14 13 18 15 17 -16 -1 -13 -18 -17 -2
right_child=3 2 -4 4 7 10 -8 8 9 -11 -12 12 -14 -15 16 20 19 -19 -20 -21 -22 -23
leaf_value=-0.00022232330173475127 -0.02652520938021018 0.032479280366569371 0.0036474279884519713 0.015546567859614367 -0.019865292235353545 0.032504560398578658 -0.014655793590236714 0.016801110671057565 -0.026219030224464819 -0.00093428726836442596 0.0047644343523448283 -0.01747972255192061 0.013079642859383825 -0.032354268691366789 0.027929437848064759 -0.027923542159951915 0.0012435463204382492 0.011315703953305447 0.0091823261425379773 0.020383177634142838 -0.0075642220578576768 -0.0079458283656576572
leaf_weight=2269.0372408255935 16.440566956996918 17.700766805559397 26.802319526672363 16.200385883450508 25.901174381375313 15.542019657790659 21.624170482158661 19.460338160395622 14.383725360035895 36.832686081528664 16.861013852059841 17.299941435456276 18.717415079474449 23.897609248757362 20.510383725166321 20.71313513815403 99.368880450725555 64.394740343093872 19.39168094098568 19.722311645746231 20.144054397940636 16.88048380613327
leaf_count=6980 49 62 97 49 82 51 66 64 52 123 57 52 64 69 62 62 298 186 61 62 62 53
internal_value=-9.27791e-06 0.000237016 0.0152743 -0.00327893 -0.000436557 0.00752588 -0.00158129 -0.00628003 -0.00120971 -0.00817 0.0182828 -1.96972e-05 -0.0081916 -0.0148559 0.000236432 -0.000216471 0.00796965 9.44154e-05 -0.00326616 0.00446959 -0.0180507 -0.0173144
internal_weight=2837.83 2637.7 44.5031 200.127 166.806 70.2276 37.8246 96.5779 70.6767 51.2164 32.403 2593.2 79.3066 60.5892 2513.89 2374.29 139.602 2333.43 36.6916 119.091 40.8572 33.3211
internal_count=8763 8117 159 646 544 223 115 321 239 175 108 7958 246 182 7712 7290 422 7166 113 360 124 102
is_linear=0
shrinkage=0.05


Tree=453
num_leaves=17
num_cat=0
split_feature=5 37 5 23 5 28 44 6 42 5 28 39 5 39 39 36
split_gain=0.919923 3.74798 1.83722 2.54472 1.81682 3.25328 3.04773 3.53603 3.31888 2.90986 3.98872 5.08495 3.60636 2.7047 2.23917 1.41067
threshold=0.014101223325073237 -0.0015420278714461941 0.015666668775319057 0.012827039897346163 0.01860891240524648 0.019150520583218349 1.0000000180025095e-35 50.488490023414442 0.56860858770712464 0.024713127901306982 0.034061288597213177 0.0029655066439390381 0.027832889760787616 0.0038211283367563229 0.0032181274883433023 0.00012593397679705467
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 -4 -8 10 11 -6 13 -11 -14 -3
right_child=2 15 4 -5 9 -7 8 -9 -10 12 -12 -13 14 -15 -16 -17
leaf_value=-0.029610681681642104 0.024792429439525032 0.012141330980158554 0.0028227167954518167 -0.0024617674282850829 0.013059790522413734 -0.026853786887184008 -0.0058216412388481823 -0.028852337171937244 0.021842568319652197 0 0.023853347491004873 -0.0025069258507326481 -0.0047956501108042558 -0.013031220539845534 0.00071997970973803509 -0.0083603841847872725
leaf_weight=13.048310998827217 17.612145602703094 16.695587888360023 16.601549401879311 15.967462763190268 82.311478987336159 16.65712434053421 24.340686783194542 18.032060950994492 19.136825367808342 69.785278528928757 26.010558351874352 143.29453554749489 202.81253981590271 93.838338956236839 1967.3348150849342 16.491763271391392
leaf_count=58 57 56 54 53 254 52 77 58 62 223 74 431 623 317 6246 68
internal_value=-7.70223e-06 -0.00699511 0.000109758 0.0117155 -3.42162e-05 -0.00683162 -0.00246911 -0.0135606 0.00626233 0.000213266 0.00532194 0.00315365 -0.000335591 -0.00749215 0.000202012 0.00180871
internal_weight=2759.97 46.2357 2713.74 33.5796 2680.16 94.7682 78.1111 34.6336 43.4775 2585.39 251.617 225.606 2333.77 163.624 2170.15 33.1874
internal_count=8763 182 8581 110 8471 303 251 112 139 8168 759 685 7409 540 6869 124
is_linear=0
shrinkage=0.05


Tree=454
num_leaves=29
num_cat=0
split_feature=19 31 30 27 7 10 24 26 34 24 10 27 24 9 16 19 17 3 32 35 21 7 2 28 35 9 41 34
split_gain=0.877123 3.18262 4.56422 3.45221 2.82423 3.0036 2.6496 2.24721 2.7224 2.35364 2.23087 3.05103 2.82942 4.37945 4.36828 4.77537 3.55682 3.52936 2.85394 2.55001 2.54167 5.03581 3.4774 4.76175 4.12478 2.31657 1.31244 0.120227
threshold=0.99938347718865661 0.00065425259942504348 -0.0016411522172048523 0.0033569822787684949 74.81400799155027 64.444348541987608 0.012524467673562625 0.019950881368627844 0.0011815290475749587 0.027391671742147111 69.816146310862436 0.011862108070080491 0.011483264292026535 -30.244500603782228 0.028265547337192071 0.85276253175168182 1.751662621706233 0.06531673319018215 0.0025690610709303689 -0.011594669152824531 -0.011279355637019657 80.420849967881253 0.7586162525713015 0.012649732281072796 0.0034590829154516061 -23.29393218770517 0.002242471271114503 0.0020213981293547571
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 6 -3 -6 -4 8 -7 -9 11 12 13 18 15 -14 -15 -16 -1 -13 21 -12 25 -24 -25 26 -22 -21
right_child=1 4 3 -5 5 7 -8 9 -10 -11 20 19 14 16 17 -17 -18 -19 -20 27 22 -23 23 24 -26 -27 -28 -29
leaf_value=0.00014567068059117335 -0.034336715165778291 -0.03510873598986506 0.0098864084807413505 -0.0043713333191862987 0.02946486592932342 0.01271090399455342 0.055699929150452444 0.024896925759526338 -0.029882428544537668 -0.0095896418455309398 -0.00028132754710289456 0.010455768300598488 0.0096174999029915581 -0.015955958158795528 0.016518938907468375 0.067371295509213003 0.017240401776645292 -0.0076571677294731888 0.027113618417157481 -0.034647086924908164 0.016098748857303051 0.056209695894001904 0.040244743642238609 0.016708092007212707 -0.014620997713225357 -0.032280027081336947 -0.014524943644688565 -0.017398862739218261
leaf_weight=510.70855128578842 4.7182003082707551 10.099708268418906 6.1908999383449572 8.9962345534004253 5.1742040095850816 4.4616431836038855 7.2026630118489265 6.9423199817538288 18.387494076043367 16.476162028498948 8.0549263842403871 4.6746817557141211 9.2408517710864526 68.576408578082919 27.227895110845566 6.0541535727679721 8.9197696931660158 33.365891488268971 9.9121737442910653 10.666933972388504 6.7780332490801829 7.3158711530268183 11.017736732959746 24.624940166249871 18.068705732934177 8.719069976359604 7.0050894878804684 2.9589322903193525
leaf_count=4956 62 154 56 99 65 35 52 65 247 234 85 66 80 657 214 51 68 465 80 172 50 68 63 218 200 74 65 62
internal_value=6.20071e-05 -0.00464276 0.00951001 0.0190837 -0.0109632 -0.00606677 0.0351243 -0.0102032 -0.0213284 0.000483563 0.000600967 -0.000362701 0.000178318 -0.000968574 0.00927272 0.0330918 -0.0120533 0.00313333 0.000673828 -0.0204528 0.00793253 0.0264724 0.00409808 0.0110551 0.00332904 -0.0122622 0.000181998 -0.0314199
internal_weight=872.54 88.6495 27.108 22.3898 61.5415 51.4418 13.3936 46.2676 22.8491 23.4185 783.891 692.306 674.006 598.117 75.8888 15.295 77.4962 60.5938 520.621 18.3005 91.5844 15.3708 76.2136 53.7114 42.6936 22.5022 13.7831 13.6259
internal_count=8763 1069 269 207 800 646 108 581 282 299 7694 6871 6571 5761 810 131 725 679 5036 300 823 153 670 481 418 189 115 234
is_linear=0
shrinkage=0.05


Tree=455
num_leaves=21
num_cat=0
split_feature=25 16 7 35 18 33 16 11 31 20 40 6 29 29 41 38 24 3 7 24
split_gain=0.899245 3.22754 2.34469 3.00477 3.78107 4.55906 4.37511 2.02113 3.87879 4.53592 4.01998 3.66489 2.25959 3.16872 4.06825 2.96435 2.50198 1.7392 1.70494 1.52663
threshold=0.017308479585084698 0.088432700052541433 86.897745221637095 0.022112522212221489 0.68348484420081224 0.0079042562457795548 0.063176192471341749 0.95682599646827315 0.00093942940457225404 -0.57366499022969497 0.0053386755865712241 73.790267918761757 0.013366596187858073 0.0083125209004371054 0.0030455986028809297 0.056943285172126219 0.025610583431394662 0.087041107825636274 88.28217063156896 0.030917212247373507
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -4 -6 -7 12 -9 10 -10 -11 13 15 -15 -1 17 -14 -3 -5
right_child=1 18 3 19 5 6 -8 8 9 11 -12 -13 16 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0001140880249960792 -0.018003084225304788 0.014697035516424779 0.024246903165431283 0.030422836845919093 0.020082146325804646 -0.011552775868612768 0.0092575466457526252 0.012978008388432145 -0.037174399265100001 -0.022170982724350349 -0.010102646326661736 0.0042933038926800254 0.010008795997847354 0.0025423826631552765 -0.014072511705613289 0.016552686291050007 0.021919494522071994 -0.0083862145388809602 -0.0065519257480656503 0.0079341786213926267
leaf_weight=2151.7983028739691 29.775480538606644 18.653290562331676 17.738921254873276 16.133735492825512 22.775291755795479 73.65599013864994 38.082998745143414 24.46997407823801 19.526549987494946 15.996651060879229 48.74856823682785 69.494624562561512 30.896245703101158 62.343647018074989 88.340918429195881 27.691000238060951 24.031068123877048 21.648911327123642 18.563946224749088 15.694890350103377
leaf_count=6566 94 77 54 50 76 224 117 78 70 51 152 225 95 190 279 92 82 73 67 51
internal_value=-9.82003e-06 -0.00573114 0.000126994 0.0055788 0.00261444 -0.000217069 -0.00441354 -0.000259507 -0.00539611 -0.00835915 -0.0179613 -0.000620247 0.000119025 -0.000156766 -0.00716804 0.000325989 0.00856569 0.00233344 0.00397492 0.0195497
internal_weight=2836.06 66.9927 2769.07 184.082 152.253 134.514 111.739 2584.99 178.236 153.766 68.2751 85.4913 2406.75 2330.17 150.685 2179.49 76.5762 52.5452 37.2172 31.8286
internal_count=8763 238 8525 572 471 417 341 7953 576 498 222 276 7377 7127 469 6658 250 168 144 101
is_linear=0
shrinkage=0.05


Tree=456
num_leaves=25
num_cat=0
split_feature=39 32 17 16 33 39 39 32 30 28 15 42 26 37 37 40 1 12 43 7 28 1 25 28
split_gain=0.943082 4.02339 3.54035 2.6816 2.47134 2.35115 1.51431 3.59841 3.9867 6.04162 1.51446 6.4202 5.7037 3.9703 4.02396 3.70268 3.55706 3.40487 4.50291 2.78853 4.58825 4.39333 2.76982 1.43981
threshold=0.0019043132611811658 4.2403965976501805e-05 0.38381989538841577 0.015382761935757328 0.0058366077021420213 0.0015659776484558553 0.0023128244592316859 -0.00065102709426877539 0.003184947711076103 -0.0039663404234671325 0.5684728500040841 0.62870651806822064 0.0011647685165098261 -0.00033689311232354408 0.0022158284138812383 0.011304420185989065 0.035283652842931244 0.035353354227774018 0.37940952255126054 51.982455591532236 0.036119522735707101 0.085231026168251497 0.00069044018062070433 0.0044789001682367232
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 -4 7 -2 9 -9 11 19 15 22 -15 16 -12 -13 -19 20 -8 -21 -14 -11
right_child=6 2 5 -5 -6 -7 10 8 -10 23 12 17 13 14 -16 -17 -18 18 -20 21 -22 -23 -24 -25
leaf_value=-0.029494403622367715 -0.011049017918956613 0.00095969431490820073 0.0058244215929596273 -0.0049681322120856131 0.028940833130952394 -0.019963011915314341 0.00048176502178476382 -0.0036595887844991003 -0.007903773097732469 0.044831825199780996 -0.0026904264740045328 -0.005505729291811045 0.019820870300286376 -0.015271712267943225 4.6322714897139697e-05 0.0087815097154088397 -0.017830492827735762 0.0068721443655548392 0.032360381135351113 0.0099999907591170108 -0.010229356534139289 -0.014880740459710634 -0.0023480001641027798 0.022096277638291036
leaf_weight=20.197019644081593 21.252543278038502 16.006224866956472 16.456458128988743 26.155478820204735 16.252054899930954 18.376641400158405 868.33208941668272 17.182995319366455 17.245108336210251 14.554536186158659 64.635292634367943 17.11161170899868 41.6156055778265 44.584456264972687 1042.9122506193817 24.444059588015079 100.42212322354317 37.009235978126526 33.659432917833328 129.30357387661934 112.80646588653326 20.327823795378208 20.67526288330555 16.612040117383003
leaf_count=75 69 62 55 83 50 60 2780 57 53 49 202 50 122 134 3306 92 320 116 101 391 349 71 64 52
internal_value=-8.56884e-06 -0.00447235 0.0032933 -0.015803 0.0152573 -0.00765514 0.000181176 0.00667069 0.012496 0.0198766 -3.7462e-05 0.00123596 -0.00119982 0.000120852 -0.000578425 -0.00923511 -0.0119372 0.0142549 0.0191114 0.000219719 -0.000745568 0.0065788 0.0123906 0.0329829
internal_weight=2758.13 113.444 67.0914 46.3525 32.2583 34.8331 2644.69 86.8472 65.5947 48.3496 2557.84 1218.55 1339.29 1149.79 1087.5 189.501 165.057 87.7803 70.6687 1130.77 981.139 149.631 62.2909 31.1666
internal_count=8763 385 227 158 112 115 8378 280 211 158 8098 3858 4240 3626 3440 614 522 267 217 3591 3129 462 186 101
is_linear=0
shrinkage=0.05


Tree=457
num_leaves=15
num_cat=0
split_feature=28 27 42 20 20 44 29 38 39 8 34 14 41 36
split_gain=0.888602 1.80879 1.76597 1.45632 1.4309 1.83892 1.75986 2.53308 2.0136 1.35517 1.15297 3.01217 0.201468 0.174721
threshold=0.1057500343987043 0.01864132242979764 0.80780575647915809 -26.062426785557836 -4.9167205602467989 -0.70710678118654757 0.020187839751592666 0.066634177620920623 0.0070800597431101009 99.655024269204617 0.0028511899345360363 1.4158493461710586 0.001866300350175055 0.021279825591679628
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -5 7 -6 -8 -4 13 -12 -7 -3
right_child=2 10 9 4 6 12 8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.024176768241480642 0.034096252478606225 -0.034015293028351969 -0.022281318576518702 0.0083034632499561275 0.00031360173699616109 -0.015709260173517575 0.010377557014704237 0.029774222826482507 -0.027284247089555493 0.015420368840134969 0.041170223110650918 -0.032152232864713075 -0.034218381416872633 -0.013511969598641406
leaf_weight=6.1600679447874418 5.5921304961666456 6.2475336715579015 4.145545516163109 5.1659461343660942 797.55615324061364 4.0370587576180679 4.8087818808853653 7.270631067454814 11.556670612655578 5.3012984674423933 2.4172084159217766 3.0571773601695895 6.0852302825078368 2.6174554275348783
leaf_count=58 48 107 61 54 7754 41 46 106 168 61 39 68 90 62
internal_value=6.10012e-05 -0.000145347 0.0120731 0.000149434 -2.4402e-05 -0.0151358 0.000252649 0.00058962 -0.0159183 -0.000660568 -0.0176952 0 -0.0275514 -0.0287375
internal_weight=872.019 856.98 15.039 842.641 836.48 15.2882 821.192 804.827 16.3655 9.44684 14.3394 5.47439 10.1223 8.86499
internal_count=8763 8593 170 8317 8259 185 8074 7860 214 122 276 107 131 169
is_linear=0
shrinkage=0.05


Tree=458
num_leaves=11
num_cat=0
split_feature=16 1 16 28 25 16 7 26 5 1
split_gain=0.875704 1.71359 1.42428 2.0276 2.32953 1.52116 4.20692 4.1117 3.62765 6.19608
threshold=0.0070184647095794042 0.013179427324124379 0.010655420698068692 -0.0039663404234671325 -0.0023064079142882084 0.013668448328850837 67.829700649489169 -0.0034320243813882986 0.017216765976106357 0.019661044564810874
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -4 -7 -10
right_child=1 2 5 4 -6 8 -8 -9 9 -11
leaf_value=-0.011103049987803128 0.013506699822680629 0.0040258301163028564 -0.014105911369595041 -0.030583102758759553 -0.0026478414752195804 -0.022108079656408382 -0.01384898795281901 0.014362649761703219 0.023315428305251105 -0.00024997211988976977
leaf_weight=17.580418206751347 23.395255647599697 19.410483285784721 14.686647132039068 14.875362396240236 15.774822019040583 18.579463243484497 22.385705649852753 83.815391600131989 28.09904970228672 2575.7510323636234
leaf_count=70 91 64 45 49 54 64 71 256 90 7909
internal_value=-8.66674e-06 5.91937e-05 -5.21222e-05 -0.00840262 -0.0164235 9.87378e-05 0.00558126 0.0100573 -0.00015229 3.29575e-06
internal_weight=2834.35 2816.77 2793.38 50.0607 30.6502 2743.32 120.888 98.502 2622.43 2603.85
internal_count=8763 8693 8602 167 103 8435 372 301 8063 7999
is_linear=0
shrinkage=0.05


Tree=459
num_leaves=20
num_cat=0
split_feature=33 38 40 39 40 5 33 21 40 40 35 4 18 11 28 16 5 27 10
split_gain=0.915131 3.13883 2.81613 3.55919 2.05703 5.64777 3.05003 2.12992 1.49867 5.15345 5.89245 3.28991 9.81664 6.68279 5.634 1.99008 5.49189 5.11959 1.46629
threshold=0.0058366077021420213 -0.0071549865847675967 0.0032736909565163354 0.0026507415446114404 0.0038244233213623352 0.016913789512658029 0.0042703287206451923 -0.0055249774664958545 0.0040381606014398786 0.004220762241510123 -0.00035271518538154684 0.36638318318318369 0.11452164252593798 0.42628734277848496 0.0024634436933985144 0.024748396467124321 0.028066364076622254 0.0016748044131788093 50.287638159206047
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -3 -7 11 10 -10 12 -4 -13 -15 17 -17 -11 -8
right_child=2 4 8 -5 -6 7 18 -9 9 15 -12 13 -14 14 -16 16 -18 -19 -20
leaf_value=-0.022268082406504196 0.025401809980601039 -0.012155578365199036 0.0090285200139933724 -0.00036373832496333066 0.01351978267757324 -0.02784456356985715 0.003419331881215429 -0.0049553123515756773 0.037698870256028492 0.0071872172604646178 0.0011558579411113611 0.027827190931098769 -0.043045382511133129 -0.026426806801206584 0.0012958235614699703 -0.026706336643392017 -0.00053284901210367533 -0.002750478051027217 0.021361664758056835
leaf_weight=19.899846144020557 24.765258222818375 17.39492117241025 17.123329117894173 28.25755999982357 20.471206471323967 23.735492557287216 24.394005313515663 18.870040357112885 19.425075322389603 285.26139497756958 26.051163300871849 17.257479071617126 18.730576872825623 24.641662538051605 69.514847740530968 20.177206538617611 1821.5236918926239 236.44657396525145 22.704566717147827
leaf_count=68 82 93 51 90 66 84 78 60 58 867 79 52 59 77 210 69 5834 710 76
internal_value=-7.84347e-06 -0.00384018 0.000206982 0.0116016 -0.000911233 -0.0037263 0.005546 -0.0178593 -2.78668e-05 0.000269598 0.0169233 -0.00492436 -0.0180806 -0.000633326 -0.00592675 -4.94359e-05 -0.000823748 0.00267405 0.0122016
internal_weight=2756.65 147.47 2609.18 53.0228 127.57 107.099 64.4935 42.6055 2556.15 2408.89 45.4762 147.268 35.8539 111.414 94.1565 2363.41 1841.7 521.708 47.0986
internal_count=8763 525 8238 172 457 391 247 144 8066 7617 137 449 110 339 287 7480 5903 1577 154
is_linear=0
shrinkage=0.05


Tree=460
num_leaves=31
num_cat=0
split_feature=43 39 8 14 14 39 2 17 21 28 8 41 8 10 8 12 41 30 30 30 35 29 30 29 7 41 11 20 44 39
split_gain=0.884469 2.97871 2.58434 3.04213 7.0063 4.64537 4.11571 4.454 2.96388 2.88895 2.41536 3.20325 5.2524 2.97031 2.75968 2.95316 4.2065 4.28153 2.55741 6.86886 6.02473 5.27004 4.9741 4.57665 4.26394 2.49441 3.1436 2.65157 2.42232 2.22174
threshold=1.0000000180025095e-35 0.0015659776484558553 -134.26713852125661 1.4095922668272038 1.5611677997151565 0.0086971787150792717 0.68331727941668807 -0.24588628650896086 -0.011479968116243019 0.1057500343987043 80.564214871396274 0.0038959406879983676 93.851965615516647 70.359029943855333 64.833035660136076 0.028694309097817259 0.0015157604551807393 0.00069885085557582903 1.0000000180025095e-35 0.00048796532340593038 -0.00010559723434155897 -0.0057126297988741017 -0.00097918837797793799 -0.0013330860687175703 37.23824465866354 0.0098491901795737039 1.2186480254993379 -0.16660443116753834 0.37940952255126048 0.0056002056420611382
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 6 5 -5 7 -4 -6 -8 14 13 -13 -12 18 -16 -17 -18 22 20 -20 -21 23 -1 -24 27 -27 -14 29 -15
right_child=1 2 3 4 8 -7 9 -9 -10 -11 11 12 25 28 15 16 17 -19 19 21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0054366027238710634 -0.025881452465042518 -0.025341842680207966 -0.0085905380040043836 0.014510947849707948 0.011303703469057329 0.060083986457694916 -0.026334914838010121 0.0046515158086867098 -0.011403469858862973 0.017498594948346855 -0.025403890989055735 -0.034353959626628593 0.037186682336607157 0.031041245917431893 0.04564437548691401 -0.023538094697332798 0.046614745592515772 0.0051427794666592599 0.0080696268714556939 0.033528807121818542 0.071635386692695813 -1.8703144716093337e-05 0.01174769005281349 0.013766997447550652 -0.036602869744265978 -0.022078977558289279 0.019777012404406876 0.0054239666695681194 -0.027865999923228246 -0.0062066881038173602
leaf_weight=92.452767460606992 12.215229161083696 10.407641923055051 105.02695778012276 17.64653553720564 25.332373584620655 8.4621305810287577 25.994218968786303 160.0596907902509 32.792531887069345 4.1778759583830825 27.318768930621445 7.8044705661013714 11.741201829165222 6.7888785228133228 6.723240301012992 7.4915278218686572 9.0145551301538962 20.78963312599808 8.2300418056547624 12.706379261799155 7.0808914341032496 132.89583215955645 5.9449291843920973 46.511512290686369 17.230517163872719 10.629685769788923 7.5359547268599263 15.84972247853875 5.8514776080846778 9.1086029913276416
leaf_count=1089 112 217 1146 182 322 68 369 1496 430 38 281 116 98 41 31 69 61 191 61 116 44 1126 55 339 150 137 83 146 64 85
internal_value=5.89225e-05 -0.00165609 -0.000877872 -0.000187272 0.00817417 0.0296454 -0.00259157 -0.000577374 -0.00141879 -0.0200624 0.00153785 -0.00522046 0.00315707 -0.0144547 0.00344191 0.0151875 0.00945599 0.0179675 0.00182179 0.00629465 0.0380656 0.0028956 -0.00258756 0.000960189 -0.0239881 0.00972514 -0.00442821 0.0192065 -0.000419216 0.00948177
internal_weight=871.816 402.115 389.9 379.492 84.2336 26.1087 295.259 265.087 58.1249 30.1721 469.701 102.629 53.561 49.0677 367.072 44.019 37.2957 29.8042 323.053 160.913 15.3109 145.602 162.14 138.964 23.1754 45.7566 18.1656 27.5909 21.749 15.8975
internal_count=8763 4380 4268 4051 1002 250 3049 2642 752 407 4383 1051 580 471 3332 352 321 252 2980 1347 105 1242 1633 1428 205 464 220 244 190 126
is_linear=0
shrinkage=0.05


Tree=461
num_leaves=22
num_cat=0
split_feature=31 30 25 31 40 28 40 6 44 10 27 27 27 30 40 28 27 29 20 24 15
split_gain=0.893252 3.80854 4.27242 2.9437 2.94101 7.35448 4.5683 3.20018 3.46679 2.85641 2.0249 3.27012 4.96961 3.15461 3.11991 2.92623 5.26495 2.50218 2.81729 1.35087 0.999719
threshold=0.01407152653712839 0.013839707982852459 0.017308479585084698 0.015370680667796619 0.0096242493020212028 0.089524485080739832 0.016309628848525434 72.897196261682126 0.60355339059327384 57.313244987572226 0.012761717363747241 0.0098386073147652391 0.0091489954729422045 0.008642639448063651 0.0065357360892883539 0.040677393624798906 0.01381502685375023 0.0064405908739338944 2.1833902455024425 0.015189369003843163 0.86025330635246522
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 10 -3 20 5 19 7 9 -9 -6 11 12 13 -1 -14 -12 -17 -13 -19 -5 -2
right_child=3 2 -4 4 6 -7 -8 8 -10 -11 15 17 14 -15 -16 16 -18 18 -20 -21 -22
leaf_value=-0.00020889140412501218 -0.025715753935804189 0.026780165814892145 -0.0050827825238920514 -0.006972134392175415 0.0038611703517156676 -0.038404108460195249 -0.017323611346613994 0.0088447503944640397 -0.018896956508559895 0.028853498309266947 0.0050452935730711489 0.022490742951328468 -0.032978235508314101 0.011012256865690026 -0.0048433457698147161 -0.034126327791282822 -0.001431144632149661 -0.00024559605961528824 0.017054610526275056 0.013560916519500891 -0.0077573256582973904
leaf_weight=2266.0094306543469 16.365166276693344 27.670846000313759 16.517203200608492 16.162475690245632 21.477106153964996 16.092834159731865 20.989314243197441 33.33164393901825 16.869011797010899 25.7624651491642 27.769629701972008 23.718567222356796 18.07165564596653 64.306143835186958 22.697362154722214 21.050541579723358 30.303447373211384 83.113413244485855 32.427426174283028 15.421496018767355 16.858476720750332
leaf_count=6980 49 93 66 49 68 52 71 112 57 83 90 71 54 186 70 61 95 249 102 52 53
internal_value=-8.7371e-06 0.000233795 0.0147725 -0.00323679 -0.000484612 -0.0109838 0.00370561 0.00829983 -0.000396976 0.0176287 -1.29315e-05 0.000233506 -0.000201924 9.90751e-05 -0.0174872 -0.00788517 -0.0149707 0.00767801 0.00457715 0.00290688 -0.0168039
internal_weight=2832.99 2633.66 44.188 199.33 166.106 47.6768 118.43 97.4402 50.2007 47.2396 2589.47 2510.34 2371.08 2330.32 40.769 79.1236 51.354 139.259 115.541 31.584 33.2236
internal_count=8763 8117 159 646 544 153 391 320 169 151 7958 7712 7290 7166 124 246 156 422 351 101 102
is_linear=0
shrinkage=0.05


Tree=462
num_leaves=10
num_cat=0
split_feature=1 10 24 40 5 24 36 36 44
split_gain=0.918876 1.29593 2.24117 3.83777 3.64484 2.43142 2.92629 4.62987 1.24951
threshold=0.28472972050346751 16.000612106481793 -0.01697615798573315 0.010612308806173188 0.11943331422221885 -0.012245359617255704 -0.035399016750286276 -0.028612460357750721 -0.37940952255126015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 8 -7 -8 -4
right_child=-2 2 5 4 -6 6 7 -9 -10
leaf_value=-0.013516861257243449 -0.011105174431835648 0.029378871439923928 -0.0032294588236115272 -0.016124063294097137 0.016001291319474902 0.017256782986537537 -0.020150401874121412 0.00018824214737814862 -0.022338298610080756
leaf_weight=17.337559655308723 18.428101569414139 17.560402169823647 17.727098628878593 16.647266894578934 18.543140545487404 24.606984600424767 28.187376543879509 2577.8843144401908 17.890458360314369
leaf_count=63 68 62 59 58 57 80 95 8149 72
internal_value=-6.22074e-06 6.71008e-05 0.000156049 0.0103522 0.000659679 -4.41801e-05 0.000129865 -3.05877e-05 -0.0130034
internal_weight=2754.81 2736.38 2719.05 52.7508 35.1904 2666.3 2630.68 2606.07 35.6176
internal_count=8763 8695 8632 177 115 8455 8324 8244 131
is_linear=0
shrinkage=0.05


Tree=463
num_leaves=31
num_cat=0
split_feature=19 43 9 10 32 0 21 41 2 7 7 20 20 32 2 18 29 14 18 30 38 18 1 9 25 42 44 41 39 9
split_gain=0.864439 2.76946 2.84949 2.38114 3.06724 3.02895 2.7933 2.41631 2.15252 3.42317 4.04083 3.03286 3.59737 2.85508 2.74883 3.52009 2.97467 2.62722 2.508 5.99597 4.87688 2.99764 3.85251 2.16132 1.40345 1.21319 1.1793 1.2564 2.27692 0.678552
threshold=0.96278875959964283 0.60355339059327384 -20.68907440524994 64.65192679213699 0.00084606554578421905 0.84531574929560105 -0.012686143054247338 0.0014326330205402711 0.74934920493457302 87.175176147257858 75.409521197435581 -1.862395191848133 2.8846671522440017 0.0014023902655128427 0.68662137751812147 0.60837144667976517 0.0060238275576433029 1.3888028585044434 0.71704051985126782 0.0042958203703068751 0.005908546677109606 0.62347550912985894 0.048090608767043318 -32.790009087977403 0.014487724357865833 0.77416634703107257 0.25881904510252057 0.0040997654975141011 0.0061284828579444882 -6.6564216397735203
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 25 4 -4 -6 29 -8 14 10 13 -12 -13 -10 18 16 -16 -17 21 20 -20 23 -23 -1 -11 -2 27 -3 -29 -5
right_child=1 26 3 6 5 -7 7 -9 9 24 11 12 -14 -15 15 17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0015214257272006505 -0.0044028475322285205 -0.026754956724219132 -0.0098727323195867394 -0.034187323848188796 0.0050082180609080894 0.055429249747055709 0.021879316371429199 -0.0029516768911820135 0.012904241056827429 -0.024872144901567916 -0.0067887383924421021 0.03977130702624776 0 -0.029645306483302533 -0.015881951579851696 -0.035381863526604614 0.037100393953056657 0 0.012474589690675166 0.044636684463291519 -0.015955823929972583 -0.020516916738622298 0.0056914677949216532 -0.011473618008242092 0.0071432252825923033 -0.036416518060622002 -0.034485469128998379 0.032757520332708366 -0.021809696329847736 -0.0041695405410082575
leaf_weight=480.83061652444303 5.9371669040992838 6.0698765590786952 5.8950841501355198 6.8745535472407937 5.6818699296563846 6.8198284152895212 13.041521521285175 37.584364769980311 8.5120298946276289 8.7343115415424091 6.3988049477338746 23.816008687019355 7.536700500175356 7.0613421183079472 5.1250176737084967 16.637566492892805 5.1384554803371429 7.6612156368792048 48.122519781813025 10.13930290006101 21.759709855541587 38.868023613467813 21.453221158124506 34.133023207075894 5.2053636107593766 6.7896385136991739 8.5908028325065953 3.4869346506893635 3.9410719927400351 3.1755383871495706
leaf_count=4779 67 83 76 116 58 57 109 429 86 79 63 181 65 65 56 229 46 68 425 87 205 333 223 355 52 93 132 40 65 41
internal_value=5.8193e-05 -0.00399486 -0.00010828 0.00337902 0.0191022 0.0331319 -0.00132953 0.00337688 0.000674905 0.00920707 0.0150129 0.0238624 0.0302787 -0.00613579 -0.000150977 -0.0138789 0.0102635 -0.0242815 0.000567441 0.00885923 0.00354042 -0.000578588 -0.0111192 0.000648315 -0.0125951 -0.0220224 -0.0198487 -0.00998025 0.00323652 -0.0253297
internal_weight=871.021 113.888 91.7996 79.0728 18.3968 12.5017 60.676 50.6259 757.133 67.2646 53.3249 37.7515 31.3527 15.5734 689.869 34.5623 10.2635 24.2988 655.306 80.0215 69.8822 575.285 60.3212 514.964 13.9397 12.7268 22.0887 13.4979 7.42801 10.0501
internal_count=8763 1366 1046 886 191 115 695 538 7397 591 460 309 246 151 6806 399 102 297 6407 717 630 5690 556 5134 131 160 320 188 105 157
is_linear=0
shrinkage=0.05


Tree=464
num_leaves=30
num_cat=0
split_feature=27 30 44 1 16 33 21 27 33 33 40 21 30 7 40 29 11 30 39 7 43 40 5 15 35 16 42 8 27
split_gain=0.865295 5.30583 4.04631 4.39203 9.09372 5.26476 4.52139 3.89908 6.5618 3.60392 6.44631 5.04951 6.6608 6.16151 3.65486 3.18653 4.69443 6.73296 5.53606 3.22343 7.74657 6.51443 6.33354 3.48964 3.79939 3.16998 2.88133 2.4132 2.34542
threshold=-0.0029875203109972601 -0.00074890474944447414 -0.70710678118654757 0.08648353026936377 0.036234423863253089 0.0097503812623533324 -0.0022045592878632797 -0.0024024923975114578 0.0101253338630916 0.012442949921817725 0.0070274671643767656 -0.011382491389807273 -0.0053865630927907374 40.942798927818252 0.0077205470396290886 -0.0027301282112011101 0.53549564090564428 0.002049220281508792 0.003321186203163802 52.309644960389996 -1.0000000180025095e-35 0.0052806022389176336 0.025026180934844485 0.32743559453233495 -0.00035271518538154684 0.030181308644390819 0.28384262796027498 -45.109335111028251 -0.0063639488265093396
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 8 26 11 -11 13 -13 -4 -12 16 17 18 -9 20 22 -22 -17 27 -25 -19 -2 -21 -6
right_child=7 -3 9 6 28 -7 -8 15 -10 10 14 12 -14 -15 -16 19 -18 25 -20 23 21 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=-0.0095871116876175763 -0.0090717476723422945 0.026487809075550862 0.027603673871070007 0.020170787255400502 -0.016827893806588577 0.019414118089321298 -0.0091222432679603071 0.0086852723157318477 0.0055308825198555761 -0.024141802000139337 0.021182258215418671 0.01394218536923349 -0.01039987212261767 0.0019292957013969465 7.6290226009557643e-05 0.0011107722458984987 -0.024199481644629359 0.014807089383098014 -0.016161979701688148 -0.00048936296484684708 0.0085969329118376903 -0.0097554396059650883 0.022991532295316568 0.0038561416142740782 -0.0017469433742609069 -0.0012326565557281316 -0.036709863709516601 -0.025924052454499559 -0.03745506491007685
leaf_weight=36.743167847394943 16.868109866976738 20.525505244731903 54.227519080042839 28.0063386708498 42.667746558785439 27.010328650474548 24.444237031042576 28.279016330838203 29.768230080604553 26.138256192207336 22.219957306981087 52.275165140628815 60.473802983760834 41.810704290866852 259.32380013912916 56.169049873948097 28.659132286906242 52.188104823231697 103.16916370391846 16.781192913651466 89.192255161702633 105.18277555704117 82.133558958768845 446.03650834411383 939.79597513750196 73.702970311045647 23.341189920902252 22.118848204612732 21.782522827386856
leaf_count=106 49 70 161 95 130 81 82 85 89 78 84 161 176 132 892 176 87 154 294 50 285 304 237 1369 2917 219 72 66 62
internal_value=-1.00863e-05 0.00148806 0.000741127 -0.00568822 -0.0106871 0.00263264 0.00643244 -0.000521229 -0.0121188 0.00300038 -0.000425172 0.0080702 0.000844177 0.0164919 0.00176669 -0.000121045 -0.00501663 -0.0028523 -0.0107759 0.000673051 0.00510472 -0.00130834 0.0141484 -0.000358529 5.29755e-05 0.0053834 -0.0252908 -0.0151093 -0.023924
internal_weight=2831.04 717.649 697.124 180.654 128.204 63.7535 52.4506 2113.39 69.9775 516.469 307.682 208.787 112.749 96.0382 281.544 2043.41 285.998 257.339 131.448 1757.41 332.678 194.375 138.303 1424.73 1385.83 125.891 40.2093 38.9 64.4503
internal_count=8763 2310 2240 556 379 187 177 6453 210 1684 1054 630 337 293 976 6243 839 752 379 5404 1002 589 413 4402 4286 373 121 116 192
is_linear=0
shrinkage=0.05


Tree=465
num_leaves=18
num_cat=0
split_feature=20 28 28 7 33 7 27 27 40 17 21 25 40 20 40 32 35
split_gain=0.951114 2.76676 3.8589 3.02228 2.28228 1.43461 1.48925 3.29826 3.87433 2.33505 2.4066 2.11389 1.74042 4.91746 3.56585 1.46705 1.26309
threshold=4.7764982782858256 0.023185633735225922 0.047085076386624687 18.556433025204299 0.012123263985671585 92.950647405889342 0.019580596370733151 0.015631386973586594 0.010847213646235766 1.7969195167865271 -0.0061090670019265016 0.010647935561606443 0.015169236847580049 0.14001802626226431 0.012992631994105348 0.0035101316326254612 0.0085087957930194431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 6 7 12 11 10 -8 -9 14 -14 -1 -12 -4
right_child=1 2 16 4 -6 -7 9 8 -10 -11 15 -13 13 -15 -16 -17 -18
leaf_value=-8.0976631968895948e-05 -0.0078691226252447077 -0.024059050154880635 0.015235975831527243 0.008864499666904219 0.031919675305522581 -0.012746115932517255 0.01132757850751244 -0.011798842751190346 -0.029533885523618322 0.021726284922593587 0.0025405236123096277 0.011197734823602215 0.0049141174100792145 -0.016899011885804106 0.011226984530968471 -0.020958286662624306 -0.0027634866572756088
leaf_weight=2302.5533320195973 14.551842898130415 16.265332713723183 16.647067248821259 28.517986550927162 18.117275774478912 22.517287842929363 29.435215994715691 25.623232036828995 20.347178939729929 19.450611434876919 12.362689435482027 16.101510129868984 49.361412860453129 53.445318520069122 71.771369218826294 13.418821491301058 22.416913583874702
leaf_count=7176 47 60 50 90 60 80 98 85 82 73 44 61 171 210 244 65 67
internal_value=-8.67692e-06 0.00440825 -0.00362266 0.011746 0.0179773 -0.000205942 -9.55175e-05 -0.000302183 -0.0116768 0.00685667 0.00149851 -0.0027994 -1.46802e-05 -0.00638252 0.000259194 -0.00953073 0.00479861
internal_weight=2752.9 116.516 55.3293 61.1871 46.6353 2636.39 2613.87 2539.2 62.0719 74.6673 55.2167 41.7247 2477.13 102.807 2374.32 25.7815 39.064
internal_count=8763 374 177 197 150 8389 8309 8029 228 280 207 146 7801 381 7420 109 117
is_linear=0
shrinkage=0.05


Tree=466
num_leaves=14
num_cat=0
split_feature=15 7 0 0 15 38 8 31 28 15 17 20 34
split_gain=0.857502 0.997814 1.82699 1.3124 1.58571 2.24124 1.28746 2.62957 4.46589 1.55019 1.70285 0.796425 0.321092
threshold=-0.37362373751579908 13.077814458226113 0.1226017564889422 0.10191204891055021 -0.26169960635711881 -0.017881812063667787 -108.35957370309868 0.0047968124538586157 0.0060774653498137368 -0.19394825122918558 -1.6776853046539273 -0.68060857042283551 -0.019620869598916065
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 4 5 11 7 8 -5 -8 -11 -3 -1
right_child=1 3 -4 6 -6 -7 9 -9 -10 10 -12 -13 -14
leaf_value=0 0.03957117422788195 0.0032755509702281668 -0.0070749697201195165 0.0011777707162939856 -0.033870101001419586 0.037379746477172571 -0.026112859361873637 -0.016502822460985125 0.043075156779656232 0.019688473291473586 -0.00021604655543445896 -0.032408379268860928 -0.031406361902260718
leaf_weight=1.4806696521118281 4.3067098809406152 2.3009871933609238 3.6697607599198818 17.544711365364495 6.1620580507442346 2.5750852003693572 5.6010670270770779 7.3187820557504883 10.11851781234145 10.791595840826629 792.23376585217193 3.547194242477417 2.8628174988552919
leaf_count=46 54 37 60 220 113 45 98 77 65 93 7669 88 98
internal_value=5.87189e-05 0.000176817 0.0176696 6.36607e-06 -0.0148065 -4.00189e-05 0.000270119 0.00964924 0.0167828 -0.000130592 4.76363e-05 -0.0177088 -0.021841
internal_weight=870.514 866.17 7.97647 858.194 14.5853 8.42327 843.608 34.982 27.6632 808.626 803.025 5.84818 4.34349
internal_count=8763 8619 114 8505 283 170 8222 362 285 7860 7762 125 144
is_linear=0
shrinkage=0.05


Tree=467
num_leaves=31
num_cat=0
split_feature=38 2 33 3 21 21 28 10 5 36 36 44 38 40 21 1 32 5 40 1 28 40 36 32 43 4 32 14 20 40
split_gain=0.870536 5.28282 3.25584 2.7525 4.99228 3.58631 5.24571 4.07608 7.24066 4.58655 3.76894 4.84053 4.83724 6.25819 4.49743 3.8645 3.18637 3.11611 5.34308 2.50436 2.42514 6.4719 4.53532 3.53232 3.08698 2.99369 3.67635 3.62539 2.61953 2.03344
threshold=0.00030233891926667594 0.39662156878189431 0.0092592870421818515 0.026017095402800835 -0.0077991028312612573 -0.012065989980184332 -0.019073178787354591 28.832611989818563 0.051629244070624823 -0.014309026321485117 0.00023370648108878014 0.1294095225512602 -0.021929503662121815 0.011443442094232275 -0.025198611152279195 0.035012105669319303 0.0015352837188587463 0.13350526803674442 0.0066524909854465044 0.053252091406877443 -0.016844164429876539 0.0051752552695957703 0.0065792867676975906 0.0060046353236393327 0.12940952255126045 0.25888725648284189 -0.0038146186604034031 0.58372782530806788 1.9676783636572088 0.0095719425138257076
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 10 17 8 -8 -9 12 14 13 -5 -12 -14 -13 18 -7 -4 21 -3 29 25 -24 27 -27 -22 -25 -23
right_child=1 20 19 5 -6 6 7 9 -10 -11 11 16 15 -15 -16 -17 -18 -19 -20 -21 23 22 24 28 -26 26 -28 -29 -30 -31
leaf_value=-0.00055449646943555003 -0.03560231410301383 0.021568700338954697 0.0054502288546660225 -0.0084269552199069189 0.037840053183009405 -0.0048792543981497393 0.023045340508053593 -0.025234962825018331 -0.011889220256529982 -0.006777184982776391 -0.0085572613690847905 -0.011431886685713356 0.0034058870949771822 0.011129156703711901 0.01036112206655501 0.015115317293555773 0.0067474032655374513 -0.011082989114043091 0.014887475114285911 -0.021047007684032504 6.6878420522460406e-05 -0.035422305610394521 -0.013420919973088034 0.034578622952052204 0.016706293770822875 -0.023686522795993183 -0.00017670452313992143 0.031310311650155596 0.0021723906099878009 -0.013728700159533406
leaf_weight=20.623369097709656 15.684200152754782 15.318686313927172 17.17749497294426 108.26533482968807 13.970070488750933 56.425012305378914 27.72371444106102 41.916895687580109 31.507552862167358 177.83367904275656 44.369115427136421 123.82389272749424 136.42935831099749 65.550465546548367 105.46540540456772 148.8027345687151 29.484831988811493 28.412213429808617 85.34939306974411 17.886643975973129 21.836223796010017 21.325827777385712 18.911366418004036 12.77973907068372 15.281944274902342 16.743793278932571 1356.3037574142218 16.481016352772713 12.799117982387541 24.409988135099411
leaf_count=75 48 47 49 333 59 166 80 126 101 520 140 373 402 229 321 444 94 99 322 54 64 60 70 54 49 53 4140 51 50 90
internal_value=-7.85931e-06 -0.000787759 -0.0166446 0.000978946 0.0148709 0.000576906 -0.00296135 -0.00718702 0.00438922 -0.0103306 0.00266872 -0.00164495 0.00552798 -0.00102093 0.00472368 0.00953526 -0.00790087 0.00393645 0.00698735 -0.00794556 -0.000258241 -0.00798189 -0.0137277 0.000250762 0 -8.00797e-05 -0.000468743 0.013682 0.0186296 -0.0240084
internal_weight=2828.89 1582.94 50.7483 1245.95 34.5934 1211.36 449.168 278.982 59.2313 219.751 762.191 303.143 459.048 173.816 149.835 285.232 153.309 170.187 141.774 35.0641 1532.19 95.2478 79.9291 1436.94 34.1933 1411.36 1373.05 38.3172 25.5789 45.7358
internal_count=8763 4879 151 3884 134 3750 1414 827 181 646 2336 928 1408 562 461 846 467 587 488 103 4728 316 269 4412 119 4308 4193 115 104 150
is_linear=0
shrinkage=0.05


Tree=468
num_leaves=22
num_cat=0
split_feature=4 4 44 32 25 36 1 32 19 36 7 28 32 1 4 28 30 37 28 21 28
split_gain=0.921924 2.98117 2.77794 2.10623 3.91193 3.32254 3.47322 2.2756 2.10167 4.27581 1.8715 1.57573 4.14594 6.98343 6.29996 3.98101 3.60599 1.53139 3.27996 2.21697 2.04528
threshold=0.17662065971654112 0.22716293368467236 0.91597561503675351 -0.0069012660328533239 -0.027486667323302506 -0.025359756644543537 0.044314362341426806 -0.0039310736291247013 0.0061682135341357231 -0.019968969214963158 17.00609984675167 -0.0023967633092303602 0.0031388423920687696 0.055602434924937702 0.88019037356321761 -0.0011624320125431865 -0.0038431416892545918 -0.020390955024009446 -0.019073178787354591 -0.0098303082474041851 -0.003115827275560154
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 10 3 -1 7 -6 -7 -5 9 -3 -2 12 14 -14 -10 -13 -17 18 -12 20 -19
right_child=1 8 -4 4 5 6 -8 -9 11 -11 17 15 13 -15 -16 16 -18 19 -20 -21 -22
leaf_value=-0.013100933374923383 0.0063844660625165285 -0.0060007941626172472 -0.01644778367212071 0.008717738413142365 -0.016131335257106635 -0.0018053003092810818 0.015987576977925463 0.033206116909424425 -0.002952688354665852 0.021773214529028095 -0.016919987365319047 0.018783230919128816 0.038570423272732503 0.0014851530830149891 -0.035609078731245983 0.01180259919864951 -0.00011282707433901388 0.0037887391734893923 0.012501025995099774 -0.032325974923211202 -0.018241999306615977
leaf_weight=14.523600637912748 18.233600869774818 24.122030138969421 16.247355479747057 21.023041941225529 20.254194632172585 63.229016415774822 47.742832496762276 18.509418897330761 548.07343783229589 31.669885724782944 19.78145556896925 29.729514345526695 15.034960776567457 80.877158597111702 15.11707830429077 65.954979002475739 1622.4956620186567 16.337247803807259 17.87724394351244 15.396303266286848 27.840488731861115
leaf_count=47 59 80 55 68 64 192 144 60 1869 94 69 91 45 273 56 206 5034 53 55 58 91
internal_value=-9.92868e-06 -0.000269226 0.00324285 0.00500443 0.00658038 0.00237746 0.00581212 0.0203644 0.00010143 0.00968622 -0.00811618 -0.000121808 -0.00220179 0.00738475 -0.00384429 0.000673256 0.000350329 -0.0108905 -0.00282478 -0.0158921 -0.00999179
internal_weight=2750.07 2548.54 201.529 185.282 170.759 131.226 110.972 39.5325 2433.07 55.7919 115.466 2377.28 659.103 95.9121 563.191 1718.18 1688.45 97.2327 37.6587 59.574 44.1777
internal_count=8763 8133 630 575 528 400 336 128 7748 174 385 7574 2243 318 1925 5331 5240 326 124 202 144
is_linear=0
shrinkage=0.05


Tree=469
num_leaves=15
num_cat=0
split_feature=41 41 40 33 34 32 34 28 31 14 11 15 32 10
split_gain=0.850663 1.67769 2.85837 2.7738 1.44065 3.48612 2.28912 1.83948 1.52306 1.32935 3.2982 0.924759 0.853915 1.71485
threshold=0.024904675947333487 0.018367720430647078 0.0077551738893625478 0.019139038366671343 0.0096864835247308951 0.0050678209380599568 0.0092422739838938801 -0.111443528074976 -0.014233314597565402 1.0715744744282161 0.7438298733468981 0.274219984100462 0.00066796392392182754 37.452394017168068
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 9 7 -1 -9 11 -11 -6 13 -2
right_child=12 2 3 -5 5 -7 -8 8 -10 10 -12 -13 -14 -15
leaf_value=-0.032618226440294086 -0.030916848894884649 0.047339339108798111 -0.024595168520692358 0.027739004703391003 -0.0068451237349921468 0.035940036987658387 0.029833829623737703 0.014962713631772179 1.6067025663124929e-05 0.029388162860747802 -0.015040886187441208 -0.034658625162877758 -0.03273720455203346 0.026619053285312933
leaf_weight=4.1516710547730318 2.4219446275383216 4.9763974444940677 5.039438837207852 4.8775386782363057 5.1519055264070621 3.8175615509971967 6.4617570955306283 17.344012993387878 773.97134457807988 5.0628209421411183 20.992824092507362 9.4931988315656763 3.837266733404249 2.5499522369354963
leaf_count=111 79 38 89 77 82 48 68 211 7357 71 262 145 84 41
internal_value=6.09158e-05 0.000225597 0.0168061 0.000665531 -6.21838e-05 -0.00881182 0.000418348 0.000169395 0.000351834 -0.0132097 -0.00613745 -0.0253262 -0.0153018 -0.000479379
internal_weight=870.15 861.34 14.8934 9.91698 846.447 44.5183 801.929 795.467 791.315 40.7007 26.0556 14.6451 8.80916 4.9719
internal_count=8763 8559 204 166 8355 608 7747 7679 7568 560 333 227 204 120
is_linear=0
shrinkage=0.05


Tree=470
num_leaves=31
num_cat=0
split_feature=39 39 7 10 17 31 28 10 24 2 1 14 5 15 32 28 38 12 40 3 1 19 43 33 5 2 7 19 5 33
split_gain=0.902493 5.62937 4.06646 5.48736 4.77892 3.86865 4.88544 4.24263 3.65902 3.11218 2.70091 2.622 2.50163 4.6701 6.92144 5.28024 5.15801 4.51387 5.85676 5.63557 4.83974 5.91061 4.45761 4.24784 4.17581 4.13289 5.60471 3.99034 2.83246 2.56351
threshold=0.0041867343784099198 0.0039543456499400312 80.420849967881253 61.790776607275255 0.80789829255888324 -0.001812871709782687 -0.0035556165959772603 53.35407844253988 0.0029045879774470458 0.58285468973073706 0.054322802300597516 1.320797198789621 0.032922392177555715 0.48278976125309486 -0.0010803005637255239 0.033596115193832397 -0.0068589363800093941 0.03053844912514778 0.005511061348408907 0.041930846069455401 0.034535916284812583 0.39874725389685323 -0.25881904510252113 0.0089773165575062052 0.033633253974275988 0.47118916578310793 36.023046302306177 0.18526942475898603 0.038945454713172005 0.0080191052278678863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 7 -7 -1 -3 -10 -5 -6 13 16 -15 22 23 -14 19 -19 21 -20 -16 29 -22 27 -27 -18 -21 -2
right_child=12 8 -4 4 11 6 -8 -9 9 -11 -12 -13 17 14 15 -17 25 18 20 28 24 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0025401492330952343 0.0085127109759736714 -0.030549306780518776 0.0094026861264166692 -0.01213728564604195 -0.037573325485042545 0.013830846271289325 0.00026190706856912344 -0.025937153711839918 0.01036727613976229 -0.016370228220186699 0.0067967241491663673 -0.013203546291513458 0.022471556741317553 0.039265066914655172 0.00049523644061988728 -0.011655166208818563 -0.0010876063221046022 -0.029955587437444281 0.0059720638938456421 0.005932318074612101 -0.023640261556137215 -0.03125427234915553 0.016718165230677939 -0.0044482596648094275 0.0010013680244378091 0.025011346698159454 -0.0082455192189366516 -0.02906910242085416 -0.013033017596869917 0.034086170411482299
leaf_weight=127.45840606093407 24.410213991999626 24.436660915613174 97.214916609227657 39.821273669600487 19.756091944873333 85.527257509529591 298.0305123925209 22.91130143404007 16.972785085439682 29.282680489122868 35.249305933713913 27.375599823892117 21.268631115555763 17.278033286333084 74.331378668546677 33.839228361845016 21.260103732347488 30.720983922481537 17.592195391654968 34.790737390518188 17.296640455722809 26.12458923459053 100.35473501682281 33.920798793435097 1387.6980380564928 16.973485544323921 48.963807180523872 33.218954890966415 44.432966232299805 17.221029549837112
leaf_count=400 74 72 307 130 63 282 883 78 50 88 106 96 70 50 216 97 62 91 50 102 49 73 300 99 4400 51 141 95 137 51
internal_value=-7.32748e-06 -0.00140166 -0.000128178 -0.00154915 -0.0111045 0.000630145 0.00330341 -0.00615317 -0.0148827 -0.00645022 -0.00318311 -0.0235824 0.000564218 0.00398575 0.00888903 0.00633055 -0.00164018 -0.000346214 -0.000662203 -0.0117832 0.000179087 -0.0161804 0.00984792 0.00856187 0.00069279 -0.00808446 0.000264613 -0.0182631 -0.00464446 0.0192675
internal_weight=2825.73 824.037 753.345 656.13 122.202 533.927 383.558 150.37 70.6921 46.2555 75.0706 47.1317 2001.7 421.772 225.803 208.525 195.968 1579.92 1558.66 109.945 1448.71 43.7168 174.686 75.552 1404.99 120.416 65.9373 54.4791 79.2237 41.6312
internal_count=8763 2555 2345 2038 395 1643 1165 478 210 138 236 159 6208 1236 663 613 573 4972 4902 330 4572 123 516 224 4449 349 192 157 239 125
is_linear=0
shrinkage=0.05


Tree=471
num_leaves=24
num_cat=0
split_feature=13 15 7 20 19 32 36 29 11 43 10 32 37 21 15 28 27 37 37 18 7 15 7
split_gain=0.902586 3.62346 4.81087 3.43662 2.10655 5.98928 3.52798 3.54869 3.24712 3.01716 3.48071 4.31497 2.86059 2.08805 5.51769 1.93094 1.82011 3.14555 3.90444 2.86218 2.76672 1.71194 0.831368
threshold=2.3803679159788023 1.3391673056721485 87.175176147257858 -0.77296807632327347 0.99938347718865661 0.0017023861835515676 0.013940586321546935 0.0091199595735498313 1.1808038858938765 0.37940952255126054 74.410179809783912 0.0030872233700991163 0.037282363158147154 -0.01306963576765053 1.111609991570252 0.014673524016921305 0.020759568139442169 0.011488096368276303 0.009796641644233885 0.73404380401501712 75.409521197435581 1.2335554779826619 88.28217063156896
decision_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=4 -2 3 -3 8 6 13 -8 16 10 15 -12 -10 14 -6 -7 17 18 -1 -18 -19 -11 -14
right_child=1 2 -4 -5 5 9 7 -9 12 21 11 -13 22 -15 -16 -17 19 20 -20 -21 -22 -23 -24
leaf_value=0.00022752353489104813 -0.020359281977873359 0.032280868261016608 -0.015549944738866518 -0.00071353882661303529 -0.010222433469914718 0.017939513699535312 -0.029166115040055965 -0.00013038970116650107 0.0048275168284483937 -0.0093115028382044687 -0.01121660133362223 0.017558694583266095 -0.030754648408902404 -0.0069497066012350565 0.028102064425449536 0.040671953333879324 -0.00072907091085462887 3.9974253112600392e-05 0.012238344324464962 0.027690666519255863 -0.0076056549821016898 0.010395046892535679 -0.012513746725869008
leaf_weight=1796.0966912694275 26.437658078968525 14.81443762779236 21.935090459883213 16.141251213848591 16.888874635100365 25.374185331165791 22.425528526306152 20.405172184109688 13.178536430001257 22.554658785462379 19.253022655844688 38.943121217191219 16.054217968136076 29.789850577712059 20.577576011419296 16.372740805149078 20.640596523880959 228.36007662117481 70.263425894081593 14.99404591321945 242.61345763504505 21.339557692408562 12.539820995181797
leaf_count=5698 92 45 78 57 51 77 68 65 44 76 62 131 72 91 64 50 70 721 210 50 766 74 51
internal_value=-9.37853e-06 -0.00526348 0.00221204 0.0149687 0.000145122 0.0044775 -0.00426517 -0.0154821 -0.000308549 0.0112018 0.0159976 0.00795029 -0.0141115 0.00281621 0.0107121 0.0270503 -6.28767e-05 -0.000236179 0.000683009 0.0111333 -0.0038887 0.000157209 -0.0230009
internal_weight=2747.99 79.3284 52.8908 30.9557 2668.67 253.924 110.087 42.8307 2414.74 143.837 99.9431 58.1961 41.7726 67.2563 37.4665 41.7469 2372.97 2337.33 1866.36 35.6346 470.974 43.8942 28.594
internal_count=8763 272 180 102 8491 809 339 133 7682 470 320 193 167 206 115 127 7515 7395 5908 120 1487 150 123
is_linear=0
shrinkage=0.05


Tree=472
num_leaves=8
num_cat=0
split_feature=20 1 17 17 17 0 19
split_gain=0.839836 1.80717 1.48355 1.36577 1.88064 3.26478 1.27323
threshold=14.004640023949307 0.060023898554812515 2.8981618348204834 2.7397795083678367 2.4817138326577406 0.98813234992567367 0.99938347718865661
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.00070789048681880312 0.015418053813137265 -0.033326246544257268 -0.025531450439536942 0.021868604437325627 -0.023500401247382924 0.035926835520510361 -0.0068106790884274182
leaf_weight=774.06051019951701 2.722537411376833 5.2212053546682 5.453580188099294 7.2400934975594273 8.1841157609596831 6.3310647299513212 60.593359465710819
leaf_count=7575 32 104 97 65 99 49 742
internal_value=5.85517e-05 -0.0160147 0.000214339 0.000387087 0.000195492 0.000434802 0.000155325
internal_weight=869.806 7.94374 861.863 856.409 849.169 840.985 834.654
internal_count=8763 136 8627 8530 8465 8366 8317
is_linear=0
shrinkage=0.05


Tree=473
num_leaves=21
num_cat=0
split_feature=31 30 25 5 5 19 23 5 3 23 23 21 27 27 28 27 27 28 12 27
split_gain=0.863991 3.52424 4.0071 3.00418 4.25435 6.4723 4.53335 3.80363 4.14051 3.26449 2.46567 2.35959 1.92386 3.06248 2.74676 4.95343 2.74416 1.86268 7.9164 1.94192
threshold=0.01407152653712839 0.013839707982852459 0.017308479585084698 0.068840344523885391 0.099081471737307983 0.67368469621990534 0.14491893390148869 0.056440850360709595 0.069873903353579361 0.092995042089057803 0.072593396003080554 -0.0035619397973782295 0.012761717363747241 0.011660585996978787 0.040677393624798906 0.01381502685375023 0.012098518320935345 0.06493371896546514 0.056417329614471386 0.003643630196389741
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 7 5 -5 -6 8 -2 -7 -9 -11 13 17 -14 -16 -15 19 -19 -1
right_child=3 2 -4 4 6 9 -8 10 -10 11 -12 -13 14 16 15 -17 -18 18 -20 -21
leaf_value=0.00055713517530839546 -0.020946914567911128 0.025989289415601982 -0.0049290744086880733 0.038053880711692953 -0.029459554838370879 -0.017049174491269685 0.0034575105115522164 -0.036464605244910894 0.010124783535007096 -0.0033725894985839801 -0.010510069551254856 0.021212152841345314 0.0048715658549425556 0.02775986143483189 -0.033180863774030615 -0.0014166353151893077 0.0026359571419964298 0.02658785215709197 -0.0043879884764746937 -0.0027443072232893476
leaf_weight=1774.534417591989 16.323265805840492 27.386757649481297 16.504093021154404 15.578426554799078 17.811986595392227 16.329162806272507 24.551082991063595 16.6039057970047 30.730767861008644 18.050705417990685 22.16175876557827 20.351749047636986 27.616215765476227 18.672085538506508 20.975447118282318 30.249062426388264 27.06425217539072 32.744759857654572 54.847296938300133 594.12781258672476
leaf_count=5486 51 93 66 48 58 53 90 54 95 59 70 68 90 56 61 95 85 96 165 1824
internal_value=-7.14104e-06 0.000231669 0.0142648 -0.00318869 0.0021431 0.0097164 -0.0103018 -0.0102414 -0.000569663 0.00150474 -0.0218206 0.00954772 -5.59036e-06 0.000234942 -0.00769278 -0.0145602 0.0130402 -1.98217e-06 0.00715189 -0.000268931
internal_weight=2823.22 2624.72 43.8909 198.493 112.673 70.31 42.3631 85.8197 47.054 54.7316 38.7657 38.4025 2580.83 2501.99 78.8407 51.2245 45.7363 2456.25 87.5921 2368.66
internal_count=8763 8117 159 646 376 228 148 270 146 180 124 127 7958 7712 246 156 141 7571 261 7310
is_linear=0
shrinkage=0.05


Tree=474
num_leaves=16
num_cat=0
split_feature=41 40 20 43 2 19 30 41 9 1 9 3 42 16 1
split_gain=0.921712 1.70956 1.00353 2.67658 2.51467 1.63427 2.06112 1.44585 1.37942 2.92984 1.76911 3.26311 2.19759 2.83854 1.57028
threshold=0.00012343902594122124 0.0059143363367643925 4.7764982782858256 -0.78656609248549303 1.0106569525301257 0.96974226731088053 -0.00068801063297112763 0.0035878458535672686 -3.1939688931601284 0.063385452444559939 -5.7835619591565797 0.049190334407441819 0.9199391054260192 0.031435768190045663 0.24788131028754842
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 7 5 6 -5 -4 10 -10 12 -12 14 -14 -2
right_child=2 -3 3 4 -6 -7 -8 -9 9 -11 11 -13 13 -15 -16
leaf_value=-0.014842876862669139 0.00024836247222937991 0.0030666399568819169 0.026516572637741112 0.0095046253100622528 -0.018744310669268602 0.017911535965393608 -0.011161444330672737 0.0059045545417464249 -0.025393945677077069 0.002811620369506467 -0.0089516216045988344 0.01917139512036482 -0.025551647334711099 -0.0023411633266138027 -0.01217196511101586
leaf_weight=28.556660242378712 2406.9716600328684 24.142259076237679 17.218246713280678 24.353174842894074 15.06652085483074 15.608194857835768 23.65843649208546 18.395037695765495 16.37463603913784 20.209807530045509 15.151682965457438 30.718330189585686 18.81172850728035 45.398533642292023 25.612135015428066
leaf_count=92 7653 78 53 82 54 51 73 55 54 65 49 98 62 152 92
internal_value=-9.14068e-06 -0.00655326 0.000117276 0.00470052 -0.000389513 0.00390142 -0.000576996 0.0160564 -8.40661e-05 -0.00971127 5.28625e-05 0.00977383 -0.000124109 -0.00924806 0.000115041
internal_weight=2746.25 52.6989 2693.55 114.3 78.6863 63.6198 48.0116 35.6133 2579.25 36.5844 2542.66 45.87 2496.79 64.2103 2432.58
internal_count=8763 170 8593 368 260 206 155 108 8225 119 8106 147 7959 214 7745
is_linear=0
shrinkage=0.05


Tree=475
num_leaves=29
num_cat=0
split_feature=43 18 18 37 37 2 34 42 37 36 0 5 32 42 30 25 8 26 26 21 36 7 33 32 40 19 25 13
split_gain=0.830101 2.467 3.70216 2.89628 3.18757 3.37383 3.1687 4.6693 2.77456 4.3702 3.53306 2.55102 2.54721 2.50859 2.39046 2.28933 2.60964 2.93025 3.70996 2.80101 2.72337 2.27206 2.20924 6.7881 4.07071 1.497 1.19325 0.247397
threshold=1.0000000180025095e-35 0.44041628133342475 0.45363494540901089 0.0036578911926624662 -0.010533677881803203 0.33911446861563527 -0.00057751111775949926 0.34433823200964908 -0.0032833008263801751 0.008455308655432205 0.46275354344073333 0.016581576393554995 -0.0010531548033969646 0.62870651806822064 0.0012349945709197831 -0.039949445584432461 80.564214871396274 0.0056422388239753341 0.0069795938238741738 -0.01716727831188487 0.020799525380313936 39.325095242722085 0.0079643584102935764 0.00048466981909939694 0.0062128825679572544 0.68379703658886115 0.00041510798633381715 -2.2026251676155466
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 3 -3 4 6 21 14 -8 9 10 -4 -7 25 -14 -2 27 20 26 -19 -20 22 -6 23 -17 -24 -10 -18 -1
right_child=1 2 8 -5 5 11 7 -9 12 -11 -12 -13 13 -15 -16 16 17 18 19 -21 -22 -23 24 -25 -26 -27 -28 -29
leaf_value=-0.008045791887403354 -0.021130149698649122 0.030530998681802354 0 0.021767986648243202 -0.0142631725782473 0.0069312385038519655 0.02540760994005847 -0.018108003669223972 -0.035191069723499391 -0.016022222859870042 0.046645499835158533 -0.023825658862403669 0.0076799883401065146 -0.004109267875919133 0.0048300107399876658 -5.5459537362351175e-05 -0.0072544508852306457 0.033734630648349799 -0.026744343146258412 -0.00040952490248842533 0.031222497651022221 0.033465840017197344 -0.0070002869035780419 0.030067575643279377 0.0057254987959549641 0.00085763351620144293 -0.035937712795527127 -0.033184235670716121
leaf_weight=2.0437413733452559 21.193682136479765 10.307806465774773 6.626017961651093 8.1544441394507867 4.4132528183981758 7.362102545797824 19.789631905965511 8.7168910913169366 8.5574136879295093 7.3221283992752424 10.999019660055636 54.976199927739799 65.82786594145 142.61984992865473 14.693143723532556 53.049908589571714 6.7126815766096142 6.7997802086174479 11.879615534096954 66.956023147329688 8.8608496980741602 5.2541854847222567 99.253987275063992 28.510737307369709 170.42557778861374 3.910644663963466 9.5467959325760585 4.9138483712449661
leaf_count=59 428 65 74 67 67 62 229 114 97 96 101 580 521 1612 157 421 63 54 188 659 99 42 855 139 1651 68 87 108
internal_value=5.49662e-05 -0.00160992 0.00132092 -0.00683571 -0.00859707 -0.0158198 -0.000430989 0.0119096 6.4046e-05 0.0158551 0.029396 -0.0201079 -0.00170292 -0.000360344 -0.0103785 0.00148833 0.00192976 -0.00510999 -0.00134235 -0.00447007 0.00393648 0.0112424 0.00322521 0.0104372 0.00102246 -0.0235696 -0.0245183 -0.0267271
internal_weight=869.678 400.724 256.171 144.554 136.399 72.0057 64.3933 28.5065 245.863 24.9472 17.625 62.3383 220.916 208.448 35.8868 468.954 461.996 101.895 85.6354 78.8356 360.101 9.66744 351.24 81.5606 269.68 12.4681 16.2595 6.95759
internal_count=8763 4380 2634 1746 1679 751 928 343 2569 271 175 642 2298 2133 585 4383 4216 1051 901 847 3165 109 3066 560 2506 165 150 167
is_linear=0
shrinkage=0.05


Tree=476
num_leaves=21
num_cat=0
split_feature=41 39 39 39 16 24 24 0 35 7 43 38 43 34 39 34 10 40 10 33
split_gain=0.870748 1.69318 1.24734 4.74912 4.24759 3.74247 3.46987 4.83331 3.13672 3.42747 2.2443 1.99165 1.52586 5.21983 3.53776 3.22556 1.83126 4.03742 3.53624 0.935822
threshold=7.2174832749260042e-05 0.0045354531743404215 0.0041867343784099198 0.0039250452949955361 0.014914170448107869 -0.0054648406800392397 0.0028292678844769729 0.58691783815705245 -0.0082304785358281434 80.420849967881253 -0.37940952255126059 0.016131049367720477 0.91597561503675362 -0.0033898731579081738 0.0093828648821999167 -0.010570337366435865 75.366619360942806 0.0054413725278549046 72.842137796053251 0.0096722531578917765
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 10 -2 -5 -8 19 -10 -4 -9 16 15 -15 -14 18 -18 -6 -7
right_child=2 -3 4 6 12 8 7 11 9 -11 -12 -13 13 14 -16 -17 17 -19 -20 -21
leaf_value=0.019878078824357437 -0.023729811245818602 -0.0027146092850073825 0.0012907178596058757 -0.027666350488290994 -0.00016129526314143198 0.0061061122089563075 0.017045971465761724 -0.029373294256354477 -0.0020946114690094026 0.0082473413712483411 0.024684576263093005 -0.0055135101230260409 0.0088257669352605813 0.013572135226935242 -0.0047936414465472258 -0.01608897668471166 -0.022306408027030142 -0.0016922721152642624 0.013312109148131333 0.023199391195081083
leaf_weight=15.734484978020189 16.80054883658886 16.675036296248436 17.110720559954643 27.577621892094612 1508.5402020141482 17.074513807892799 16.056356623768806 15.440523236989973 583.71957078948617 92.672016717493534 27.397794604301453 21.636507853865623 18.68736107647419 113.51662260293961 33.564103342592716 40.755273908376694 28.582073301076889 142.54645841941237 50.208309024572372 17.070903517305851
leaf_count=49 53 51 50 82 4637 49 47 46 1821 293 84 67 59 355 117 126 94 471 161 51
internal_value=-6.27506e-06 0.00812751 -0.000102876 -0.00175987 0.000570572 -0.000475059 -0.0132613 -0.00565284 7.10227e-05 -0.000669266 0.0158263 -0.0156366 0.000216536 0.00427899 0.00934665 -0.00817073 -0.000265794 -0.00517548 0.000270311 0.0148406
internal_weight=2821.37 32.4095 2788.96 808.049 1980.91 727.338 80.711 53.1334 710.537 676.392 44.5085 37.077 1936.4 206.523 147.081 59.4426 1729.88 171.129 1558.75 34.1454
internal_count=8763 100 8663 2509 6154 2267 242 160 2214 2114 134 113 6020 657 472 185 5363 565 4798 100
is_linear=0
shrinkage=0.05


Tree=477
num_leaves=31
num_cat=0
split_feature=44 32 29 12 0 40 20 32 12 12 28 21 40 16 29 16 38 2 10 20 16 21 28 27 19 35 0 12 36 18
split_gain=0.887028 2.97752 4.96854 3.53625 4.25849 6.85266 5.33127 2.84437 4.3173 5.11777 4.36401 6.85482 7.0612 4.46619 4.12844 3.61816 3.21665 2.81565 2.79045 3.67939 2.76717 6.14194 6.03952 6.93258 4.38086 5.25743 3.47916 3.84057 3.42019 3.25272
threshold=0.37940952255126048 -0.001223460251469511 0.00087629790240395533 0.03053844912514778 0.25833793314093245 0.010916919418482654 0.42316237215463243 -0.00045743943279191772 0.066550754139052828 0.075792212902616049 -0.018620803399565889 -0.021370699897252165 0.0064143380771296155 0.046520804174354231 7.4451788808160848e-05 0.1047544269523378 -0.016998859664314744 0.24766310942576927 32.939136606442467 1.1689371976976399 0.022853014643987316 -0.0086895652790918761 -0.013188547997900318 0.0016748044131788093 0.92568573981285962 -0.0039462585768615379 0.94684602828928488 0.033873690990384918 0.0086010764459867346 0.67944932744997322
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 17 5 -5 -6 8 10 -10 13 14 -13 -2 -12 16 -11 -1 19 -3 21 22 -9 -24 25 29 27 -26 -27 -22
right_child=7 18 -4 4 6 -7 -8 20 9 15 11 12 -14 -15 -16 -17 -18 -19 -20 -21 24 -23 23 -25 26 28 -28 -29 -30 -31
leaf_value=-0.030546758634103582 -0.0020647224895030208 0.027800120157791194 0.018725255604046847 0.011621443012935523 0.010349528110037233 -0.009422829892696629 -0.0068222096788890909 -0.0087238460255485602 0.024677847009247245 -0.019339916328148882 -0.0075114447562385726 -0.0061688752495382485 0.014364855711306907 -0.032758194841826731 -0.036565886281363917 0.018954413962632963 0.0080541572943582801 0 -0.0026006706409553181 -0.0023318891350681821 0.0025411982575668274 -0.012963785942874173 0.025373710309355514 0.0018310512465468508 -0.01448521705582618 -0.001564175624275107 -0.0074635490839008089 0.013732568725139421 -0.014553007498386325 0.02570339140066822
leaf_weight=15.346542000770571 21.866657353937626 17.677126862108707 42.61882546544075 175.42881304770708 59.810662336647511 49.278045475482941 182.58719112724066 28.69093419611454 28.255220919847488 26.905345976352692 34.476914346218109 101.24869133532047 71.084909811615944 26.800674811005592 19.426183611154556 16.351954564452171 17.381466448307037 14.70784419775009 1126.6483523659408 22.891461752355099 86.146069280803204 28.898956973105669 82.676483303308487 51.049473196268082 13.104649446904657 122.73905240744352 30.963711611926556 124.06886180862784 87.470247436314821 18.485111739486456
leaf_count=49 73 59 131 538 186 161 562 92 86 95 103 306 209 123 57 54 54 51 3667 75 282 96 257 148 44 385 98 388 276 58
internal_value=-7.86233e-06 -0.000710567 0.00235554 0.000938709 0.0020191 0.00698207 -0.00256202 0.00114278 -0.00241231 0.00713644 -0.00551968 -0.00256857 0.00227539 -0.0191024 -0.0181233 -0.000982 -0.00848186 -0.0156379 -0.00213285 0.0107108 0.00306832 0.00815972 0.0119547 0.0164318 0.00103991 -0.00242803 0.00756099 0.0109918 -0.00699709 0.00670162
internal_weight=2745.09 1706.99 539.778 497.159 467.105 224.707 242.398 1038.09 363.798 88.894 274.904 226.237 172.334 48.6673 53.9031 60.6388 44.2868 30.0544 1167.22 40.5686 674.294 191.316 162.417 133.726 482.978 314.84 168.137 137.174 210.209 104.631
internal_count=8763 5479 1678 1547 1447 699 748 3284 1160 289 871 675 515 196 160 203 149 100 3801 134 2124 593 497 405 1531 1001 530 432 661 340
is_linear=0
shrinkage=0.05


Tree=478
num_leaves=16
num_cat=0
split_feature=14 14 2 14 40 36 38 35 14 41 22 21 21 8 21
split_gain=0.849374 0.870308 5.39331 1.23444 2.56515 2.7167 5.65931 2.65335 1.99906 4.64849 3.78555 3.05604 1.44809 5.07671 2.84524
threshold=0.014095827087638851 0.039380734736271648 0.49955615670287273 0.16335768531905523 0.0039727627525096669 0.00085155302020578649 0.0050238050029391976 -0.0084625346121487404 0.42220808656236858 0.0050776140410023129 0.58808398683815277 -0.019719062689450784 -0.014123102897289368 -80.622889905005408 -0.010411669482751974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 7 -7 -6 9 10 -5 -11 13 -10 -14
right_child=1 3 -4 8 5 6 -8 -9 12 11 -12 -13 14 -15 -16
leaf_value=-0.017037188293861395 0.04584431127795674 0.0206845108646425 -0.02003266996085518 0.0078524596067507443 0.0035572900070806979 -0.013251269226609439 0.044503648328476759 -0.030108679316587901 0.011207496374442157 0.0034740692739267695 0.037126143494068287 -0.026327018072731578 0.0080059930847883876 -0.0064254234887262222 -0.0014030214081059687
leaf_weight=7.1062166700139633 6.2196287512779218 7.0672446228563777 5.9076319467276335 82.961360014975071 7.675356772728267 15.403490135446193 5.7256829757243386 21.33625116944313 49.285798243246973 19.261225031688809 12.843028062954543 15.069098632782696 114.53807320073247 231.85738014336675 266.75293788639829
leaf_count=70 49 46 56 639 58 142 40 204 583 202 94 150 1010 2572 2848
internal_value=4.95178e-05 0.000198155 0.0134429 1.6943e-06 -0.00707901 -0.0111251 0.00229982 -0.0210486 0.000519919 0.00618626 0.0118635 -0.0095002 -0.000586448 -0.00331362 0.00141165
internal_weight=869.01 861.904 12.1273 849.777 57.208 50.1408 21.1292 29.0116 792.569 130.135 95.8044 34.3303 662.434 281.143 381.291
internal_count=8763 8693 105 8588 490 444 182 262 8098 1085 733 352 7013 3155 3858
is_linear=0
shrinkage=0.05


Tree=479
num_leaves=25
num_cat=0
split_feature=27 30 27 33 16 28 0 5 28 29 40 5 40 28 7 40 21 42 29 34 34 7 43 15
split_gain=0.874358 4.9933 3.5542 6.16339 3.16465 7.32985 4.67305 5.47619 4.45468 6.63691 4.01552 3.90227 3.67912 6.76617 5.54162 3.28521 2.98332 2.68429 2.56933 5.71234 3.83822 2.93979 7.37234 3.02227
threshold=-0.0029875203109972601 -0.00074890474944447414 -0.0024024923975114578 0.0101253338630916 0.036234423863253089 -0.0251924117170578 -0.016932725742177707 0.045864380314610605 0.00053406443006437864 -0.0027301282112011101 0.015591144994381764 0.057396469418112245 0.0075385976434710336 -0.047970953984325417 33.2382234238016 0.006233465887098868 -0.05040073759795085 0.28384262796027498 -0.0027301282112011101 -0.0095492541919631174 -0.0068114204761958166 52.309644960389996 -1.0000000180025095e-35 0.32743559453233495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 17 8 6 -6 -8 12 15 11 -7 14 -14 -1 -10 -4 -2 19 -18 -21 22 -20 -23
right_child=2 -3 16 -5 5 10 7 -9 9 -11 -12 -13 13 -15 -16 -17 18 -19 21 20 -22 23 -24 -25
leaf_value=0.0069186740483793314 -0.0087911439341192953 0.025865208451257473 -0.019142065484469298 0.005491599452863735 -0.022937498838869239 -0.0041909093335942976 -0.017425688854452732 0.0081328658191488126 0.038927487456070671 -0.0096012621808366228 0.014652813763646386 -0.018956930156614812 -0.0130758194200635 0.027287224753994282 -0.013472354507517796 0.011277266955745989 0.016487551475389221 -0.035566333652067274 0.01392218281127882 -0.029647851634095935 -0.0051352353905128106 -0.014072855051505817 -0.0012321947257855834 0.00016189653442806652
leaf_weight=69.37518621981144 16.823865100741386 20.34529110044241 20.345141880214214 29.662878438830376 15.051978617906569 98.182991683483124 23.005035147070885 216.30206377804279 25.349231824278831 16.8199452906847 16.358894914388657 83.945992261171341 15.464806392788885 30.443552419543266 63.681968986988068 19.865494251251221 29.092034801840782 23.086897850036621 136.35252054780722 17.18455982208252 232.93459606170654 38.220987036824226 193.54229401797056 1368.6433585844934
leaf_count=201 49 70 77 89 47 285 71 785 77 50 54 261 49 113 187 60 87 72 407 49 685 114 588 4236
internal_value=-5.83394e-06 0.00150405 -0.000520316 -0.0116257 0.000778887 -0.00167609 0.00392912 0.00564874 0.00541139 0.0169531 -0.00888262 -0.0110309 0.00137552 0.0135829 -0.00280584 0.0269412 -0.000137876 -0.0244547 5.23735e-05 -0.00439593 -0.00685054 0.000770598 0.0050186 -0.000222245
internal_weight=2820.08 714.192 2105.89 69.5736 693.847 452.847 254.359 239.307 241 62.0347 198.488 182.129 178.966 45.9084 133.057 45.2147 2036.32 39.9108 2015.97 279.211 250.119 1736.76 329.895 1406.86
internal_count=8763 2310 6453 210 2240 1503 903 856 737 187 600 546 550 162 388 137 6243 121 6166 821 734 5345 995 4350
is_linear=0
shrinkage=0.05


Tree=480
num_leaves=14
num_cat=0
split_feature=10 10 7 8 40 27 27 23 34 37 25 21 23
split_gain=0.867915 1.11541 2.17606 3.29806 2.03333 1.99374 3.12837 2.88262 2.60039 2.24153 1.89594 1.52869 1.20696
threshold=88.691940183317357 83.680642714758449 91.871612189849472 106.08198541795656 0.0052552783282249528 0.020759568139442169 0.014974756887959543 0.082014887885489121 0.0017639647984932785 0.043125816132329915 0.017308479585084698 0.0074842390184609317 0.12344737508207489
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 6 9 -8 12 -1 11 -6 -7
right_child=-2 4 3 -5 10 8 7 -9 -10 -11 -12 -13 -14
leaf_value=2.4675848626663678e-06 -0.011258791060664346 0.02513390520306923 0.0040549217120722323 -0.027561302898730645 0.0056099571370517663 0.010174926183847207 0.0015962678934415262 -0.016585881048036943 0.024828770050649627 0.011186330069056182 0.017640049884590139 -0.016588651232509178 -0.0091343379585840621
leaf_weight=2450.1525166593492 16.942460779100657 12.097877256572245 14.957921929657457 17.597373224794865 15.918138042092325 17.42362916469574 35.729608997702599 53.931527979671955 18.425305865705013 45.554201379418373 13.314128648489712 14.58122807368636 14.826495140790938
leaf_count=7737 68 40 47 63 51 55 116 198 69 152 52 61 54
internal_value=-8.8837e-06 5.96498e-05 -8.50613e-05 -0.0129138 0.00704367 7.19615e-05 -0.000118825 -0.00929096 0.00988507 0.00020905 0.00188883 -0.00485895 0.00114244
internal_weight=2741.45 2724.51 2668.6 32.5553 55.9114 2636.04 2585.37 89.6611 50.6754 2495.71 43.8135 30.4994 32.2501
internal_count=8763 8695 8491 110 204 8381 8203 314 178 7889 164 112 109
is_linear=0
shrinkage=0.05


Tree=481
num_leaves=21
num_cat=0
split_feature=28 43 32 39 43 35 5 44 0 29 42 40 3 34 28 34 0 38 30 26
split_gain=0.816883 1.61514 2.98246 1.32052 1.81846 2.35549 2.31683 3.40416 1.91798 1.81746 1.59449 1.49697 4.78448 5.57938 2.72252 2.68045 2.60768 1.09184 1.45712 0.145867
threshold=0.1057500343987043 0.37940952255126054 0.0043636750092329321 0.011662877357767392 1.0000000180025095e-35 -0.024232278098388179 0.051081793162441873 -0.9159756150367534 0.2077172847102903 0.024166250481564847 0.25383863451874195 0.0073754352970243084 0.063390258682432352 -0.0014464415618609114 -0.03395997275614681 -0.0091308852271960155 0.70287434722967823 0.046714241844924349 0.015127672215643309 -0.01386570260840693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 5 -5 -7 -8 10 11 -6 14 13 -13 -1 -16 -14 19 -19 -10
right_child=1 -3 -4 4 8 6 7 -9 17 -11 -12 12 16 -15 15 -17 -18 18 -20 -21
leaf_value=-0.033433807086903147 -0.03328738167241909 0.028404448199791467 0.027912689439150373 -0.033136208764121794 -0.015306711692166245 -0.033548580088486192 0.050593551600051634 0.001990605325982003 -0.015827705373169347 -0.026476781068474758 0.039076636864948236 -0.0044449742289965084 0.0025927445926695954 0.027644780963182888 0.018487269086529753 -0.0010296424355842437 -0.013902821365446847 0.023419743142845798 -0.031022311025110872 -0.034650227315419023
leaf_weight=6.2072550291195503 4.0873806495219451 7.2800573334097862 3.6572599597275257 4.671971824951469 2.813643540255728 3.4411989618092766 4.1445245109498527 25.657105418853462 2.5868942439556148 6.1303459955379358 2.3142117597162724 20.560872028581798 139.16649354156107 38.131715351715684 18.080867122858763 534.05578752420843 28.824336983263493 2.3454368035309008 2.3286619484424591 12.003959638997911
leaf_count=151 74 61 35 113 74 46 43 431 62 97 32 178 1529 295 164 4649 395 51 66 217
internal_value=5.55564e-05 0.0115781 -0.00376202 -0.000142765 -0.00714932 -0.000155451 0.00441521 0.00906365 -0.017771 0.000403551 0.00855819 0.000623176 0.00405243 0.0163298 -0.000760596 -0.000378234 -0.000214452 -0.0250454 -0.00273794 -0.0317839
internal_weight=868.49 15.0247 7.74464 853.465 62.3076 37.9148 33.2428 29.8016 24.3928 791.158 5.12786 785.027 226.683 58.6926 558.344 552.137 167.991 19.265 4.6741 14.5909
internal_count=8763 170 109 8593 1135 633 520 474 502 7458 106 7361 2397 473 4964 4813 1924 396 117 279
is_linear=0
shrinkage=0.05


Tree=482
num_leaves=25
num_cat=0
split_feature=38 2 27 27 39 33 20 3 16 40 33 1 28 40 36 32 43 6 14 32 20 33 41 40
split_gain=0.848547 4.83699 3.41448 8.11791 8.13527 3.04217 2.79285 6.99311 9.5147 3.48169 3.54487 2.37415 2.29028 5.97936 4.22108 3.3987 2.79472 2.75878 3.44506 3.41342 2.51554 2.23652 1.89319 1.86134
threshold=0.00030233891926667594 0.39662156878189431 0.003835105210087494 0.0016748044131788093 0.0077888386115400722 0.0092592870421818515 0.15493692703589204 0.038429793795944044 0.022306721668562048 0.011591995535162681 0.017896207293129164 0.053252091406877443 -0.016844164429876539 0.0051752552695957703 0.0065792867676975906 0.0060046353236393327 0.12940952255126045 25.888725648284186 0.58372782530806788 -0.0038146186604034031 2.0456232135853285 0.02776803047282066 0.0024746145403957719 0.0095719425138257076
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 22 -2 7 -1 -9 10 -8 -7 13 -3 23 17 -16 18 -14 -19 -17 -11 -5 -15
right_child=1 12 -4 4 -6 11 9 8 -10 21 -12 -13 15 14 16 20 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=0.02226979453958856 -0.034441625453912834 0.020691233168986866 -0.015269044250765597 0.017115134842595029 -0.008022692044038271 0.0054524091830503961 0.0013745325633089658 -0.036660488113712981 -0.0032344932729171157 0.013788169544791557 -0.013659346852476157 -0.02038798556370032 0 -0.034230854445657856 -0.012877884490644377 0.033982473374164754 0.015910479065894056 -0.022974349642457939 0.030447062992670273 -0.00019254106636925944 0.0020506150523446503 -0.0011110373343834203 0.039033238166102248 -0.013388612859239589
leaf_weight=23.156658127903938 15.515233635902403 15.213809303939341 31.395566493272781 17.580485239624977 19.43247589468956 17.146075800061226 701.73431666195393 23.4200169891119 231.27890861034393 88.992072485387325 41.404109954833984 17.798783525824547 21.808479711413383 21.235660046339035 18.722567357122898 12.707340337336065 15.169095903635023 16.553760021924973 16.314746037125587 1351.6854098439217 12.608389616012571 34.258078433573246 26.865317493677139 24.243402972817421
leaf_count=74 48 47 94 52 57 49 2134 69 763 310 132 54 64 60 70 55 49 53 51 4140 49 121 78 90
internal_value=-6.71106e-06 -0.000777975 0.000970322 0.0013977 0.0187321 -0.0159949 0.000424078 -0.0039313 -0.00634088 0.00182694 0.000528464 -0.00758706 -0.000270596 -0.00780335 -0.0133473 0.000224078 0 -9.98643e-05 0.0131446 -0.000473482 0.0183463 0.00960877 0.0305337 -0.023284
internal_weight=2816.24 1576.72 1239.52 1208.12 63.8783 50.4601 1144.24 277.856 254.699 866.389 743.138 34.9449 1526.26 94.5845 79.3707 1431.68 33.8917 1406.36 38.1232 1368.24 25.3157 123.25 44.4458 45.4791
internal_count=8763 4879 3884 3790 187 151 3603 906 832 2697 2266 103 4728 316 269 4412 119 4308 115 4193 104 431 130 150
is_linear=0
shrinkage=0.05


Tree=483
num_leaves=20
num_cat=0
split_feature=33 16 16 27 27 38 7 3 7 18 33 1 31 31 32 1 27 20 16
split_gain=1.09611 0.94067 3.46605 2.96182 5.66816 4.73477 5.39596 5.12125 4.12939 6.74774 4.04354 2.62892 4.32353 5.36143 2.61976 1.67548 1.68844 5.43979 4.89605
threshold=0.0039675278711387325 0.024748396467124321 0.028531720750208798 -0.0041420017867680441 -0.00051836805008814029 -0.0021369542104752166 33.668000848562762 0.034476043844676368 60.776763173129936 0.53452660415180142 0.009166123206178994 0.064469158498893911 -0.0056888641197302891 -5.4304648059950234e-05 1.0000000180025095e-35 0.033160013317939753 0.0034392142972833775 1.4528266439711068 0.042183787130673063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 11 14 5 6 -5 -7 9 -6 -10 12 -3 -14 -2 -4 17 -17 -18
right_child=1 2 15 4 8 7 -8 -9 10 -11 -12 -13 13 -15 -16 16 18 -19 -20
leaf_value=-0.014525430490258652 -0.00014539271698040779 0.018598890888210519 0.016503751680606634 -0.011046181390280681 0.00066198089241531737 0.00023459537301959182 0.0094355855614076806 0.028443796645672145 0 -0.015006520474089197 0.013939273746041614 -0.022664545558637225 -0.018120976030400492 -0.00069369406471610651 -0.026358570237343417 -0.0035487841917677186 0.0072242244639015313 0.0062443365178313556 -0.0010596800721151105
leaf_weight=12.847256306558846 21.83666929602623 18.338993936777115 15.608564645051954 44.045009441673756 209.48977432399988 24.426974423229694 117.13547597825527 49.170639991760254 174.74071653932333 101.74621130526066 74.403442397713661 22.05512361228466 67.243292942643166 129.9344380646944 17.367430031299591 665.80416612327099 269.76707469671965 179.82449228316545 523.79509009048343
leaf_count=70 68 58 45 140 649 82 368 144 534 316 221 76 214 387 68 2212 813 570 1728
internal_value=-1.01801e-05 5.69064e-05 -0.000557838 0.00145707 0.00212443 0.00864597 0.00380425 0.0191621 -0.000599979 -0.00444733 0.004186 -0.00620486 -0.00448753 -0.00666842 -0.0119226 0.000250183 9.13676e-05 -0.00145985 0.00175064
internal_weight=2739.58 2726.73 1892.37 834.362 795.158 234.778 161.18 73.5976 560.38 311.236 249.144 237.572 215.517 197.178 39.2041 1654.8 1639.19 845.629 793.562
internal_count=8763 8693 6103 2590 2454 734 508 226 1720 965 755 735 659 601 136 5368 5323 2782 2541
is_linear=0
shrinkage=0.05


Tree=484
num_leaves=14
num_cat=0
split_feature=4 43 7 25 24 40 0 25 40 35 11 23 8
split_gain=0.793979 2.03881 0.996803 1.12949 1.56151 1.31705 2.69157 4.61044 1.99996 1.28666 1.26828 0.932718 0.125777
threshold=0.10381497392224359 -0.60355339059327362 13.788386816580145 -0.039949445584432461 -0.030472030165841629 0.012519367750864348 0.70578994336706213 0.00052296326152679944 0.012151875126531072 0.016468361498650722 1.2186480254993379 0.028009684535455461 -13.369626978040031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 8 7 -7 9 -5 -8 -3 -10
right_child=2 11 3 5 -6 6 10 -9 12 -11 -12 -13 -14
leaf_value=0.019533279435209969 0.019177246832644296 0.001366685439003975 0.0097502307937211014 -0.00052142542944460233 -0.033175390578528717 0.0050207563931048485 -0.033220093010321083 0.047790199654440382 -0.012895557097716831 0.0075342970537605677 0.01212138972942553 -0.034074093407125576 -0.033009157991654027
leaf_weight=3.3609568867832413 6.7987502897158256 2.1642602281644923 3.0480854753404856 730.85565489716828 5.6872642072848958 34.663208867423236 5.0847538243979207 7.7156183719635001 2.3819208256900311 53.069288954138756 1.9397290269844232 6.8252818081527948 4.4306761967018238
leaf_count=56 93 35 54 6746 157 465 129 93 31 608 46 154 96
internal_value=5.662e-05 -0.0124713 0.000244723 8.49594e-05 -0.0176903 0.000277812 0.00819206 0.0130194 -0.000211302 1.84361e-05 -0.0200034 -0.0250704 -0.0269883
internal_weight=868.025 12.3505 855.675 848.876 8.73535 840.141 49.4033 42.3788 790.738 783.925 7.02448 8.98954 6.8126
internal_count=8763 245 8518 8425 211 8214 733 558 7481 7354 175 189 127
is_linear=0
shrinkage=0.05


Tree=485
num_leaves=11
num_cat=0
split_feature=16 1 16 24 37 16 30 31 5 1
split_gain=0.85415 1.49784 1.26422 1.98739 2.77011 1.41277 4.34502 6.405 3.36664 5.59854
threshold=0.0070184647095794042 0.013179427324124379 0.010655420698068692 0.0013923709561360885 0.00065615088356285611 0.013668448328850837 -0.0022616411342329143 -0.00072377674205253669 0.017216765976106357 0.019661044564810874
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -4 -8 -7 -10
right_child=1 2 5 4 -6 8 7 -9 9 -11
leaf_value=-0.011032910421729668 0.01275730987071895 -0.021605949918318122 -0.015015318043503851 0.012864662865025659 -0.016462912112933926 -0.021389206618682675 0.03580085603734625 0.0035176989368433317 0.02232123162032331 -0.0002330802558046952
leaf_weight=17.357154987752438 22.942224219441414 17.252517610788345 21.149940088391304 17.424382418394089 14.774660117924212 18.412515014410019 19.097040057182312 79.517712965607643 27.713020980358124 2558.6065116152167
leaf_count=70 91 58 64 55 54 64 60 248 90 7909
internal_value=-5.77864e-06 6.12587e-05 -4.23989e-05 -0.00795843 -0.000446916 9.97344e-05 0.00540832 0.00985001 -0.000142631 7.51499e-06
internal_weight=2814.25 2796.89 2773.95 49.4516 32.199 2724.5 119.765 98.6148 2604.73 2586.32
internal_count=8763 8693 8602 167 109 8435 372 308 8063 7999
is_linear=0
shrinkage=0.05


Tree=486
num_leaves=22
num_cat=0
split_feature=33 5 28 27 1 5 40 38 31 2 40 16 5 7 40 33 3 3 33 3 28
split_gain=1.05117 1.01132 4.58808 8.17032 4.29878 3.32965 4.16717 3.30794 6.47652 8.10583 7.99182 3.2026 5.68483 2.38172 2.26405 5.86632 4.5941 4.19095 6.91755 4.01789 1.82578
threshold=0.0039675278711387325 0.024713127901306982 -0.010719217791563306 -0.0010220223931217117 0.024848874846707059 0.025964878153835847 0.0046457089340552005 -0.0046698394607139196 0.00029786965242302449 0.58285468973073706 0.0058699668607013937 0.017545637459336627 0.021000678784947036 55.781103751536172 0.0051752552695957703 0.0092065938890308237 0.042541420051514421 0.040103598524656607 0.0087591969185724771 0.048466030195755468 0.010061440423398205
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 -2 6 20 11 9 -9 -10 12 -4 -8 15 16 -7 -16 -19 -17 -3
right_child=1 5 7 -5 -6 14 13 8 10 -11 -12 -13 -14 -15 17 19 -18 18 -20 -21 -22
leaf_value=-0.014263000546122024 0.018249379021169816 -0.029830474242261575 4.3153519345104014e-06 -0.031524405398334801 -0.015110427011645777 0.0037161766748217127 -0.0099323716933967035 0.031415558851629354 -0.0012533558859561637 -0.0037101967089607198 0.030718201416125659 0.014492993958832773 -0.03310446365655241 0.016744440688586243 -0.021228032325448686 0.024920639520486731 -0.013510087959587131 0.01434363229258204 -0.00096928035013490489 0.004218901171691665 -0.007985295011096339
leaf_weight=12.777000911533831 23.348617538809776 24.98181089758873 44.187300972640514 25.927522446960211 16.207120001316071 148.06558733433485 17.766466796398163 49.904866546392441 167.33931529521942 24.07151073217392 21.999160423874855 17.562616914510727 18.073580473661423 15.518147364258764 24.266949981451035 46.006747543811798 52.242484629154205 76.706600308418274 1845.1236120387912 49.171880498528481 16.811195388436317
leaf_count=70 69 85 145 93 55 464 63 161 519 75 62 51 54 52 81 131 159 236 5940 144 54
internal_value=-9.43161e-06 5.608e-05 0.00235074 -0.00974314 0.00445119 -0.000346586 -0.0106971 0.00467542 0.00738468 0.0199288 0.00244927 -0.00419716 -0.00956426 0.00236818 0 0.00407779 -0.000756168 -0.000618702 -0.000354775 0.0142937 -0.0212027
internal_weight=2738.06 2725.28 408.622 65.4833 39.5557 2316.66 75.0776 343.138 263.315 73.9764 189.338 79.8235 62.2609 33.2846 2241.58 295.487 200.308 1946.1 1921.83 95.1786 41.793
internal_count=8763 8693 1284 217 124 7409 254 1067 817 236 581 250 199 115 7155 898 623 6257 6176 275 139
is_linear=0
shrinkage=0.05


Tree=487
num_leaves=12
num_cat=0
split_feature=28 34 36 26 34 34 32 37 40 28 13
split_gain=0.812251 1.77696 1.33584 1.36867 1.39954 2.6122 1.89939 3.25081 1.42698 1.33361 1.05476
threshold=-0.12749928364775812 0.015344618101411857 0.041761614254690278 0.029123273625611987 0.0096864835247308951 0.0092422739838938801 -0.0010094503410318252 0.0045283924848343879 0.012519367750864348 0.11463978327039731 -1.2507261137656356
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 10 -8 -2 -4 -6
right_child=2 -3 9 -5 6 -7 7 -9 -10 -11 -12
leaf_value=-0.032910845499069134 -3.7820052023969104e-05 0.018216116690153942 -0.03322851043740168 0.021727959832212266 0.00080233000437548215 0.032941768508644817 0.029087155253116028 -0.0099478283932564054 0.0095601897461988772 0.0060358614671869974 -0.034307902988397698
leaf_weight=5.1071281614713362 752.25842766091228 2.3083528615534306 5.7399847912602109 7.3710855059325686 2.4587195022031656 6.1410735715180627 6.4938648873940101 27.403354298323393 40.672318452969193 3.0873572444543242 8.6913554118946177
leaf_count=147 7087 28 152 93 38 61 81 343 535 32 166
internal_value=5.82862e-05 -0.0162997 0.000206973 0.000414399 0.000219809 0.000709395 -0.00833631 -0.00225906 0.000449335 -0.019022 -0.0261829
internal_weight=867.733 7.41548 860.318 851.49 844.119 799.072 45.0473 33.8972 792.931 8.82734 11.1501
internal_count=8763 175 8588 8404 8311 7683 628 424 7622 184 204
is_linear=0
shrinkage=0.05


Tree=488
num_leaves=22
num_cat=0
split_feature=29 4 5 5 25 29 32 32 3 32 37 40 21 4 15 0 7 43 21 21 25
split_gain=0.823906 4.0262 3.28185 3.33801 3.15011 3.06122 2.87035 4.5696 2.70194 2.41236 3.09692 4.21907 2.95226 2.83958 3.84454 2.98813 2.67336 2.28079 3.16186 1.55018 1.54651
threshold=0.013366596187858073 0.66098904962055105 0.044220422487232146 0.051755512613318004 0.0022583455766787479 0.0087849613291405299 -0.00025096067558194379 0.00095361373704806057 0.061102412691520912 0.0030872233700991163 0.023083662598902269 0.0068878116511695989 -0.032420041221306685 0.89261531470120625 1.1068346815573638 0.74895260220661097 68.873743527261752 -0.91597561503675329 -0.012776807394517016 -0.014968216009981489 0.009998064050677314
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=5 -2 -3 20 -5 9 -7 19 -6 10 13 -12 -11 14 -1 -15 -13 -9 -19 -8 -4
right_child=1 2 3 4 8 6 7 17 -10 12 11 16 -14 15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.00032505187988629433 0.022159187144266096 0.02267730576333012 -0.026341029217285455 0.021917278318419709 0.0076324561732067728 -0.026756116482057543 0.023771765381964793 -0.022497584598457982 -0.0038996847541505997 0.0065303939257966362 -0.0083287797288904338 0.0084269538987371048 -0.020658975170088387 -0.0070841028741930965 -0.0099421272010431633 0.016709343937025316 0.036917318554667324 -0.014484336419132923 0.00019635730899773666 0.0017452451674083464 -0.0041351077287216905
leaf_weight=2012.7658338621259 23.734814986586571 16.067818328738213 16.401057153940201 17.434120014309883 75.906436637043953 15.321406967937945 16.109625548124313 22.29061833024025 152.96496979519725 14.784330353140829 15.792183950543402 17.294242024421692 28.996219903230667 17.638525798916817 95.387779843062162 49.007205784320831 16.811650708317757 58.375865958631039 96.620176956057549 16.828601703047752 16.204991489648819
leaf_count=6190 81 53 49 58 251 51 50 70 511 51 48 56 94 54 300 149 53 189 304 50 51
internal_value=-7.02399e-06 0.00238457 0.000769541 -0.000482299 0.00149149 -0.000314737 -0.00586967 -0.00431167 -5.14882e-05 0.000235599 0.000466727 0.0127715 -0.0113694 0.000181536 -0.000137586 0.0103361 0.0226836 -0.00750748 -0.00530634 0.0127088 -0.0155041
internal_weight=2812.74 318.714 294.979 278.912 246.306 2494.02 225.546 210.225 228.871 2268.48 2224.7 49.8981 43.7806 2174.8 2108.15 66.6457 34.1059 177.287 154.996 32.9382 32.606
internal_count=8763 1054 973 920 820 7709 714 663 762 6995 6850 157 145 6693 6490 203 109 563 493 100 100
is_linear=0
shrinkage=0.05


Tree=489
num_leaves=21
num_cat=0
split_feature=39 32 18 5 5 25 39 31 42 32 5 23 44 40 5 41 14 13 25 14
split_gain=0.894893 3.66634 3.10197 3.00866 2.51174 2.51146 1.36898 4.59355 5.24024 2.40145 1.46816 3.74268 4.42009 3.16236 1.82335 2.70797 1.61022 2.79326 1.45294 1.36742
threshold=0.0019043132611811658 4.2403965976501805e-05 0.59608288761104822 0.017216765976106357 0.017421852893684833 -0.0030856002311541245 0.0023128244592316859 0.0042621452489740924 0.36438232429081568 0.00092496033069518484 0.01860891240524648 0.019325814701751796 -0.70710678118654757 0.0039114326923366995 0.020007972527114268 0.0026734366870930677 0.048481558709501667 0.013322169114102321 -0.0022222495320229551 0.20137802797167201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1 7 8 -2 18 11 12 -8 -14 15 -12 17 -16 -10 -18
right_child=6 2 4 -5 -6 -7 10 -9 9 -11 14 -13 13 -15 16 -17 19 -19 -20 -21
leaf_value=-0.0036182905743859304 -0.011788427671674949 -0.00023366885702702807 0.0090236089992847667 0.030209619637485197 -0.018292661200445273 -0.027333468019095926 -0.021886938025998486 -0.016757821883895862 0.016174503649816856 0.0033177099119224189 -0.0011643563303613579 -0.024578747290642446 -0.0016186473035148447 0.02373193264477955 0 0.026074907607728227 0.0045683150454313677 -0.024155275536319146 0.037086896357668014 -0.000101071451868521
leaf_weight=23.530993908643723 16.874513953924179 16.413345042616132 13.798562839627264 15.352186679840086 20.659174889326096 22.208326861262321 18.742558155208826 16.919689610600471 17.548790857195851 15.650233209133146 19.267426431179047 21.21538519859314 40.166357927024364 17.431541785597801 33.901881419122219 16.67036634683609 168.69524625688791 18.556161008775234 18.651626169681553 2183.6971291899681
leaf_count=76 57 63 52 49 63 82 68 51 59 49 60 65 135 51 111 50 531 61 64 6966
internal_value=-9.86438e-06 -0.00438725 0.00307012 0.0143712 -0.00721475 -0.0152766 0.000175168 0.00638918 0.0121765 0.0200797 -3.27687e-05 -0.00604604 -0.000804882 0.00599468 0.000205765 0.0113696 3.63893e-05 -0.00861668 0.0271595 0.000231835
internal_weight=2735.95 111.963 66.2233 31.7655 34.4577 45.7393 2623.99 85.6449 68.7252 51.8507 2538.34 97.5558 76.3405 57.5979 2440.79 35.9378 2404.85 52.458 36.2004 2352.39
internal_count=8763 385 227 112 115 158 8378 280 229 172 8098 319 254 186 7779 110 7669 172 123 7497
is_linear=0
shrinkage=0.05


Tree=490
num_leaves=29
num_cat=0
split_feature=21 17 37 40 41 42 5 33 21 30 8 15 32 19 21 28 28 8 28 44 41 21 38 44 41 19 27 23
split_gain=0.804418 3.14183 3.18221 2.91677 4.05501 2.78431 2.39851 2.18896 1.29778 4.60217 3.85186 4.6261 4.55538 2.18612 1.69449 2.44231 5.06988 3.60685 2.83123 3.87999 2.48956 1.97524 7.03477 1.6018 3.2018 2.21556 0.708554 0.517359
threshold=-0.030690498803829982 -0.17713404575390684 -0.024574642408115129 0.012085946088657731 0.0030007486028005071 0.41463089377161561 0.044220422487232146 0.019524414871195609 -0.025449332415642126 0.0084092578100736833 -26.003907800239329 0.035126375528553418 -0.00012373599178118648 0.67368469621990534 -0.021370699897252165 0.016713411346046859 0.032568328224804599 -21.251858207760552 -0.012210989686116173 -0.37940952255126015 0.0016218869972380286 -0.020769010554556377 -0.0068589363800093941 1.0000000180025095e-35 0.0013798517222374477 0.91816644104301914 0.0025065000776255818 0.024077897388495778
decision_type=2 2 2 2 2 2 2 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 -4 -8 9 10 11 -2 -12 -14 15 18 17 -17 19 -10 -18 22 -16 24 -23 -25 -9 -20
right_child=8 3 6 4 5 -7 7 26 14 -11 12 -13 13 -15 21 16 20 -19 27 -21 -22 23 -24 25 -26 -27 -28 -29
leaf_value=-0.033050789388982621 0.024456497145269648 -0.034365141108143704 -0.0089606281692478553 0.044057872854983589 0.022003951573832791 -0.033674186939390283 0.041831308138170993 -0.0065560712935850158 0.031540501287146798 -0.033505973102870235 0.046333546160727351 -0.027672926195522602 0.022373238229765391 -0.0080627407847760815 0.060994814011962988 0.041093727365464017 0.01541230712507846 -0.0025817679135335496 -0.013926688551604975 -0.022541603992439867 -0.026326652422745584 0.01034496665746831 -0.007086830492365007 -0.00029990322643887179 -0.00034894567340881957 -0.011109068083716662 0.019239023635426844 -0.035490867191102053
leaf_weight=4.5080928932875421 6.9421643652021912 13.550386373884978 8.9421651959419268 3.4921828582882872 2.9875728338956815 7.5386916766874492 7.9610009249299791 4.9670766936615092 5.5539136119186878 5.951144114136695 12.343537982553242 10.509670741856096 12.780810022726657 10.502210551872848 5.8911125250160703 9.5345824509859103 4.4336290266364839 8.862927317619322 4.8077302798628834 7.920562897808848 15.114931810647247 96.378195504657924 10.012755298987027 256.7847516965121 251.96048808703199 58.339754541404545 5.1277304701507092 13.725617729127405
leaf_count=106 77 273 89 53 31 191 52 76 53 127 74 91 90 101 49 61 39 87 50 116 178 742 91 2395 2583 698 39 151
internal_value=6.2772e-05 -0.00555789 0.00510136 -0.0178946 -0.00148912 -0.0173427 0.0117549 0.0222826 0.000480356 0.00761265 0.0123712 -0.0066303 0.0218117 0.00845496 -7.57766e-05 -0.00748573 0.000975033 0.0198827 -0.0176437 0 -0.0165755 0.000680851 0.0180431 0.000254469 0.00259761 -0.00231978 0.00611648 -0.03027
internal_weight=867.425 59.0749 31.5061 27.5688 14.0184 10.5263 26.998 18.0558 808.35 59.0295 53.0784 17.4518 35.6266 23.283 749.321 69.9539 37.9461 18.3975 32.0078 13.4745 19.5486 679.367 15.9039 663.463 348.339 315.125 10.0948 18.5333
internal_count=8763 910 362 548 275 222 256 167 7853 560 433 168 265 191 7293 735 365 148 370 169 217 6558 140 6418 3325 3093 115 201
is_linear=0
shrinkage=0.05


Tree=491
num_leaves=22
num_cat=0
split_feature=14 9 41 20 32 33 20 14 1 1 21 26 32 14 17 34 16 1 1 35 1
split_gain=0.822071 2.04131 2.20628 2.94854 1.99625 2.11734 1.13949 1.02029 2.2675 3.7915 3.52009 4.24785 2.67806 1.25625 3.86491 1.26791 3.13602 3.10219 1.69431 1.96319 1.66576
threshold=0.10415569540693335 -39.242720030769043 0.0010126804258299719 0.7028182228125146 0.00020685100528855269 0.01031667225333594 0.17114575136192658 0.20137802797167201 0.047133230009049613 0.056745925254189582 -0.020505166602779668 -8.3915302138137519e-05 -0.0008856461346460181 0.23034528669831825 0.10898616294656707 -0.014461573159235961 0.036234423863253089 0.065726019531380839 0.20700276483100497 0.00076829616220841512 0.14273060193474266
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 -1 4 5 -4 -3 8 10 -10 -2 -12 -11 14 -9 16 -15 -18 20 -20 -17
right_child=7 6 3 -5 -6 -7 -8 13 9 12 11 -13 -14 15 -16 18 17 -19 19 -21 -22
leaf_value=0.015674673206595425 -0.016431815187993772 0.0047154616621844173 -0.029969051665442604 0.010775137896732075 0.0035211460950130835 -0.0054427184539296162 0.022826815747890382 -0.0050119925061361016 -0.030934887371833343 0.011579755469483078 -0.0067283121174770691 0.020691102502374742 -0.013594686128691922 0.023588577606205072 0.023997819482662715 -0.00046997671209981703 -0.017648514421963343 0.0061605392458475797 0.0029201657930030041 -0.020538945390611109 0.0061315202605978138
leaf_weight=18.122114904224873 20.262721091508865 18.342088855803013 16.688282936811447 24.074999004602432 17.382036626338959 19.887187376618385 18.112814694643021 24.672138676047325 17.825238198041916 17.38567478954792 26.22163787484169 29.939420700073242 26.251343622803688 19.057384699583054 20.987805306911469 2258.3966602310538 17.268291212618351 63.941219434142113 14.439763933420179 21.801718756556511 99.632341530174017
leaf_count=59 59 60 50 76 57 60 58 76 53 53 78 87 90 58 64 6956 52 214 49 71 383
internal_value=-7.99306e-06 0.00383139 0 -0.00364596 -0.0101809 -0.0168209 0.0138888 -0.000200109 -0.00438756 -0.0115375 0.00130485 0.00781088 -0.00344693 2.53881e-05 0.00823654 -0.000123228 0.00537926 0.00102084 -0.000355964 -0.0110722 -0.000188679
internal_weight=2810.69 132.61 96.1546 78.0325 53.9575 36.5755 36.4549 2678.08 137.886 61.4623 76.4238 56.1611 43.637 2540.2 45.6599 2494.54 100.267 81.2095 2394.27 36.2415 2358.03
internal_count=8763 420 302 243 167 110 118 8343 420 196 224 165 143 7923 140 7783 324 266 7459 120 7339
is_linear=0
shrinkage=0.05


Tree=492
num_leaves=24
num_cat=0
split_feature=6 6 20 28 7 28 28 32 5 36 28 27 34 19 36 28 32 30 32 1 6 7 28
split_gain=0.861662 2.73071 2.15938 2.84869 2.68673 2.57326 2.38201 2.01816 3.81471 3.8031 3.06195 2.98249 2.76001 1.96626 3.99741 1.42956 3.76376 3.79756 3.65944 6.18197 5.84676 1.32984 0.973545
threshold=17.662065971654112 22.716293368467237 1.1840378864324868 0.0021194925169499873 22.013293539204955 1.0000000180025095e-35 -0.019073178787354591 -0.0069012660328533239 0.061751173249205989 -0.024599862672760316 0.0035483591262803287 -0.00020841433038309789 -0.0026380990357620644 0.0061682135341357231 -0.019968969214963158 -0.0023967633092303602 0.0060046353236393327 -0.0038431416892545918 0.0031388423920687696 0.055602434924937702 88.019037356321761 19.347597728252854 -0.03944444709354044
decision_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=7 2 5 4 -4 6 -2 -1 9 21 12 -12 -11 14 -3 18 17 -17 20 -20 -15 -9 -10
right_child=1 13 3 -5 -6 -7 -8 8 22 10 11 -13 -14 15 -16 16 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.01395597573115941 -0.016701454487457894 -0.0058280011957137804 0.0037965092240626894 0.015740805279154873 -0.023107051581752205 -0.027944270335584245 0.0086428213618904605 -0.024544649555522505 0.011538592459624816 0.0052317600121641432 -0.022465886927492715 0.0071975714001679169 0.027619015932297892 -0.0028102529345257489 0.021093601757960715 0.01244749262178365 -0.020587850106656324 0.00040692070919772362 0.036274148074169635 0.0013357762001078744 -0.034703651529377523 -0.0036474101097160837 0.027896909765191991
leaf_weight=15.667042791843413 22.368194505572319 23.97338904440403 19.68745195120573 17.821545600891113 16.993794165551662 22.087755456566811 15.419592842459677 16.176542527973655 25.956882268190384 59.924046881496906 16.661961853504181 16.715935677289963 18.156281922012568 544.2370812036097 31.536229521036148 68.211194902658463 20.51959889754653 1620.7863761372864 15.005308777093886 80.493819981813431 14.698862239718435 15.593902468681334 15.814305789768694
leaf_count=51 84 80 63 57 57 76 48 54 86 179 54 52 53 1869 94 215 97 5019 45 273 56 50 51
internal_value=-1.04901e-05 -0.000262134 -0.00780849 -0.000508479 -0.00856045 -0.0143582 -0.00623205 0.00314068 0.00462231 0.00070446 0.00508894 -0.0074837 0.0105302 9.28567e-05 0.00938727 -0.000123665 0.000634857 0.000896855 -0.00211251 0.00690997 -0.00366399 -0.0144882 0.017903
internal_weight=2734.51 2533.84 114.378 54.5028 36.6812 59.8755 37.7878 200.667 185 143.229 111.458 33.3779 78.0803 2419.46 55.5096 2363.95 1709.52 1689 654.435 95.4991 558.936 31.7704 41.7712
internal_count=8763 8133 385 177 120 208 132 630 579 442 338 106 232 7748 174 7574 5331 5234 2243 318 1925 104 137
is_linear=0
shrinkage=0.05


Tree=493
num_leaves=9
num_cat=0
split_feature=14 33 3 5 28 15 42 13
split_gain=0.802283 0.84282 1.14333 2.74596 2.56178 0.933051 4.00788 2.31247
threshold=0.014095827087638851 0.0035941919965311211 0.023359588131628469 0.013064596387952704 0.0027634377190609983 -0.050841563829738028 0.34060472693815597 -1.3095966731494781
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -5 -7
right_child=1 2 3 5 -6 7 -8 -9
leaf_value=-0.016685222876329626 0.019245352794002052 -0.035639403086433451 0.028792358546317832 -0.00037921283456079122 0.0088238100118741333 0.017057983165505563 -0.030966065081607364 0.0001025952766593861
leaf_weight=6.9892059592530122 5.6729263924062243 6.7753251623362285 8.2707669138908368 73.476587640121579 5.7997471764683723 20.603079982101917 12.509501341730354 726.62809375999495
leaf_count=70 33 69 34 1167 35 132 211 7012
internal_value=5.79133e-05 0.000201766 6.71812e-05 0.000297483 -0.0148302 5.2127e-06 -0.00491796 0.000579009
internal_weight=866.725 859.736 854.063 841.488 12.5751 833.217 85.9861 747.231
internal_count=8763 8693 8660 8556 104 8522 1378 7144
is_linear=0
shrinkage=0.05


Tree=494
num_leaves=11
num_cat=0
split_feature=16 1 16 24 37 16 30 31 5 1
split_gain=0.798289 1.41934 1.17503 1.83745 2.60446 1.348 3.95472 6.04273 3.16002 5.20875
threshold=0.0070184647095794042 0.013179427324124379 0.010655420698068692 0.0013923709561360885 0.00065615088356285611 0.013668448328850837 -0.0022616411342329143 -0.00072377674205253669 0.017216765976106357 0.019661044564810874
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -4 -8 -7 -10
right_child=1 2 5 4 -6 8 7 -9 9 -11
leaf_value=-0.010702666233613713 0.012465008943195292 -0.020876373978204518 -0.014288537989900141 0.012449805048221692 -0.016076961020167101 -0.020813681400955367 0.034796727375278447 0.0033695872351853181 0.021598030311228037 -0.00022823143816861962
leaf_weight=17.239426463842392 22.767832666635513 17.120342433452606 20.953012704849243 17.368431411683559 14.641239434480665 18.25657170265913 19.008172616362572 79.276958800852299 27.530180335044861 2555.254462890327
leaf_count=70 91 58 64 55 54 64 60 248 90 7909
internal_value=-5.878e-06 5.87563e-05 -4.18789e-05 -0.00769884 -0.000452068 9.48508e-05 0.00529213 0.00952755 -0.000141677 3.30841e-06
internal_weight=2809.42 2792.18 2769.41 49.13 32.0097 2720.28 119.238 98.2851 2601.04 2582.78
internal_count=8763 8693 8602 167 109 8435 372 308 8063 7999
is_linear=0
shrinkage=0.05


Tree=495
num_leaves=29
num_cat=0
split_feature=40 3 1 31 33 38 40 17 5 21 21 33 20 31 1 40 32 33 10 21 16 1 1 26 1 4 15 32
split_gain=0.878187 5.86671 5.337 10.132 7.03854 4.79567 4.15336 6.34761 5.83988 6.35478 5.66936 5.86272 7.39531 9.89772 5.34564 4.4435 5.9949 4.38797 5.72444 4.05925 3.89275 3.75341 4.15261 3.50708 3.25259 2.29803 2.15784 1.72279
threshold=0.0089614027083354288 0.056799810008383786 0.055602434924937702 -0.0041845939698057265 0.012376823431944033 0.0061352708338233706 0.0071893298592540511 -1.4041676960368277 0.050022953054118045 -0.0161437768060405 -0.029085861584053026 0.012376823431944033 -0.44976801167760905 -0.0024939933528903679 0.051780795791577149 0.0069530563710197444 0.00012721097001720292 0.011589566990616374 53.539679774948574 0.00089772857442038895 0.035965775427991516 0.061010650297386476 0.063385452444559939 0.0016397541501225112 0.078372715519712186 0.14763366271840903 0.47348726222658266 -0.0019368788342416959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 20 24 27 10 25 9 14 -1 15 -13 -14 -9 19 -17 -10 -19 -12 -3 26 -23 -11 -4 -8 -6 -5
right_child=1 2 4 5 21 -7 7 8 17 23 11 12 13 -15 -16 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=-0.023380786572441841 0.029342470141879497 -0.031865160319069316 -0.04235833733549263 0.043810911406253289 -0.0033140080873516526 0.0053073177896169835 0.025434826868868332 -0.0037381343361612904 0.0055550825016286234 -0.035785962243088006 0.00037105878943111451 0.03613513365841866 0.026600719055481583 -0.0075565047595755833 0.01636762208356465 0.031888371411686836 -0.0028170939235991127 -0.029292317106886519 -0.009536369518831099 -0.0099082009618111748 0.0043120263505815803 0.024358027943775368 0.00038854748959608041 -0.0065861283111730258 -0.0077737284955259021 0.0028604939614365172 -0.028453733814148376 0.022520200299454399
leaf_weight=24.099305853247643 18.292633697390556 13.981326945126058 14.05517663806677 19.682168066501617 18.171689257025719 26.524262219667435 19.333162054419518 77.352395728230476 26.316927261650562 15.764994084835051 1268.4031362421811 24.614620879292488 33.695885971188545 56.540057599544525 57.236611045897007 25.176630482077599 24.002033069729805 56.096501477062702 109.52158389613032 103.76473327726126 15.274774461984633 18.600409492850304 554.2085887119174 31.026947155594826 13.995281614363192 28.310219720005989 16.949898347258568 22.083864122629166
leaf_count=73 64 54 49 57 56 80 61 242 92 53 3910 73 104 166 176 73 75 213 363 345 49 58 1908 96 53 98 55 67
internal_value=-8.85151e-06 0.00144413 0.000737688 0.0116252 -0.000925933 0.0221897 -0.000562779 -0.00497088 -0.00717319 -0.000709791 0.000623541 0.00100486 0.0118665 0.00515846 0.00478091 0.00012291 0.0148773 -0.0132516 -0.0162717 -0.000403291 -0.0128562 0.000197678 0.00117973 -0.016586 -0.0253695 0.0121597 -0.0156349 0.0327535
internal_weight=2733.08 751.82 733.527 97.5464 635.981 68.2903 1981.26 420.959 373.316 181.381 1560.3 1536.2 114.851 90.2359 134.589 1421.35 49.1787 191.935 165.618 1372.17 29.2561 607.931 572.809 46.7919 28.0505 47.6434 35.1216 41.766
internal_count=8763 2550 2486 307 2179 204 6213 1394 1235 567 4819 4746 343 270 418 4403 148 668 576 4255 103 2077 1966 149 102 159 111 124
is_linear=0
shrinkage=0.05


Tree=496
num_leaves=27
num_cat=0
split_feature=10 33 3 7 7 39 10 19 30 24 24 2 24 10 4 22 39 32 32 29 29 29 17 28 15 7
split_gain=0.823323 3.47811 3.90964 2.85204 7.45132 4.08015 3.35457 3.73561 2.61615 2.58261 1.94061 1.83965 3.94481 1.82792 2.07199 2.93407 4.98782 3.26195 2.70241 2.5773 1.91102 1.82739 1.41574 1.00608 0.162961 0.0773118
threshold=46.245523500524534 0.0076316311310877724 0.037836558277727535 38.175156053980864 34.621447510631342 0.0050358613828008162 38.373627883065119 0.40326726762502879 0.00069885085557582903 -0.0065070282297896463 0.0060494975706243169 0.37932691135535301 -0.00036601628008462464 46.790809989159463 0.31671370700061946 0.36016542511192123 0.0069342988511016381 -0.0021691938294327202 -0.0016952992946609349 -0.0020950886470190717 0.00035234453218269129 -0.0021761265199019548 -0.19232712651738337 0.024392517608340762 -0.20740113782233552 50.113254203758707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 9 -6 10 -8 11 -4 -5 12 24 22 19 16 21 25 -19 23 -21 -16 -2 -15 -1 -17
right_child=13 2 3 6 5 -7 7 -9 -10 -11 -12 -13 -14 14 15 17 -18 18 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=-0.01350752352778669 0.034915459838245594 0.0372134590581914 0.007320669499139433 -0.0294704325238365 0.053012038483757878 0.01108449331825727 0.0086389422305589905 -0.014693804730524136 0.0059124646838847857 -0.0083831482815053156 0.0060307029064661597 -0.033696786407103656 0.031734563336265197 -0.035590865987600792 -0.019278815989795497 -0.034510414058274909 0.05053249868070267 0.026969256633390799 0.00064961746219551733 0.017978658041538212 -0.017600299262690685 0.018250394003067522 0.0019703120871677315 -0.0060594238301804925 -0.033811822548323288 -0.01778930080996664
leaf_weight=2.6537349773570886 6.9135191515088081 6.7926253359764805 43.936285984702408 21.07564582396299 10.00943596288562 14.712579851970075 37.752877629362047 31.157767242752016 9.9142143931239826 63.997701111715287 4.3951793313026419 17.593109207227826 4.0186858559027341 10.246045647189023 6.1004987228661784 5.6680573187768442 7.9795329105108967 9.8605732414871436 509.93452556943521 8.5395101085305196 6.5447639394551507 6.696999717503787 6.758828458376227 4.6783114708960047 5.4490447528660289 3.039137021638453
leaf_count=61 49 34 637 261 68 149 335 333 93 811 48 185 47 112 58 78 57 100 4841 63 56 50 56 39 88 54
internal_value=5.62498e-05 -0.00220682 9.58051e-05 -0.00100858 0.00369208 0.0284067 -0.00766534 -0.00184445 -0.0158854 -0.00194351 -0.0231493 -0.0233213 -0.00770078 0.00110855 0.000671472 0.00137946 0.0197724 0.000643311 0.00116361 -0.012083 0.00219813 0 0.0191249 -0.0267684 -0.0280173 -0.0295101
internal_weight=866.419 273.459 233.83 227.037 132.656 24.722 94.3815 68.9106 39.6288 107.934 25.4708 29.7146 12.1215 592.96 579.288 549.279 20.777 528.502 519.795 30.0086 15.0843 12.7975 13.6723 14.9244 8.10278 8.70719
internal_count=8763 3150 2676 2642 1665 217 977 668 474 1448 309 381 196 5613 5508 5238 165 5073 4941 270 119 108 105 151 149 132
is_linear=0
shrinkage=0.05


Tree=497
num_leaves=21
num_cat=0
split_feature=41 39 39 39 16 24 24 0 35 7 39 38 40 1 12 32 1 20 7 20
split_gain=0.809187 1.52569 1.10343 4.39482 3.87193 3.437 3.2453 4.48077 2.93763 3.16062 2.08615 1.86015 1.35086 9.49375 4.50502 6.25374 3.71633 2.82445 2.57238 0.879103
threshold=7.2174832749260042e-05 0.0045354531743404215 0.0041867343784099198 0.0039250452949955361 0.014914170448107869 -0.0054648406800392397 0.0028292678844769729 0.58691783815705245 -0.0082304785358281434 80.420849967881253 0.0048422709615133343 0.016131049367720477 0.0055470531395805499 0.055602434924937702 0.039561158536961981 8.8690532037568305e-05 0.036054277710441264 1.1437215563727767 78.683519062162716 0.89580814153656718
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 10 -2 -5 -8 19 -10 -4 -9 13 18 15 -14 -16 -15 -6 -7
right_child=2 -3 4 6 12 8 7 11 9 -11 -12 -13 14 17 16 -17 -18 -19 -20 -21
leaf_value=0.019022125571394977 -0.022806860969746889 -0.0024610279329309514 0.024305276716510699 -0.026731024529633097 -0.0013397716242876338 0.0058580357708645061 0.016525274261135339 -0.02836369754294726 -0.0019931295675973894 0.0079608932623696973 0.0019126435714950851 -0.0052207931149019678 -0.00058088911459137416 -0.037904385057903986 -0.0095859887886054866 0.01818655237655779 0.00052866303694360504 -0.012323715119924885 0.012239758755364566 0.022484513787785276
leaf_weight=15.675914220511912 16.655324555933475 16.574617490172386 25.826969832181931 27.420008912682533 215.90705320239067 16.84588947892189 15.975367382168768 15.316806346178053 580.06145018339157 92.271795891225338 18.257089227437973 21.541454285383224 93.013067305088043 20.294470325112343 97.238246560096741 83.940012015402317 1351.5515907742083 24.954934164881706 41.424642816185951 17.128762684762478
leaf_count=49 53 51 78 82 637 49 47 46 1821 293 56 67 267 61 277 256 4312 78 132 51
internal_value=-6.9619e-06 0.00785319 -0.000100371 -0.00166399 0.000533893 -0.000423838 -0.0127592 -0.0053768 0.000100048 -0.000618611 0.01517 -0.0150241 0.00019593 -0.00286757 0.000769321 0.0082987 -0.000147365 -0.0239652 0.000830712 0.0144286
internal_weight=2807.88 32.2505 2775.62 803.217 1972.41 722.963 80.2536 52.8336 706.308 672.333 44.0841 36.8583 1928.32 302.581 1625.74 176.953 1448.79 45.2494 257.332 33.9747
internal_count=8763 100 8663 2509 6154 2267 242 160 2214 2114 134 113 6020 908 5112 523 4589 139 769 100
is_linear=0
shrinkage=0.05


Tree=498
num_leaves=14
num_cat=0
split_feature=20 20 7 12 1 33 16 28 10 30 39 21 1
split_gain=0.852171 2.0046 3.55385 3.23565 1.61003 1.26417 1.17478 3.47192 3.21343 2.96872 2.25239 9.03769 1.66212
threshold=-26.062426785557836 -3.6804028894310963 85.947434869236204 0.045288165932058845 0.10327905299559623 0.0042703287206451923 0.023626731376354421 -0.015405536795552701 37.632027363377752 0.0021111893586306585 0.0032181274883433023 -0.0066712280197685544 0.034284359149424681
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3 7 8 -7 -9 11 -8 -12
right_child=1 5 -4 4 -6 6 10 9 -10 -11 12 -13 -14
leaf_value=-0.0098367846948257988 0.0026381376174376067 -0.013352409022822169 -0.0083830398728677088 0.03809737130719152 0.014118250136299429 0.010687853065552373 -0.016306634599213676 0.0053621109063564272 -0.013668505136312773 -0.0014748796932620614 0.0058236162603312464 0.0077183287591412776 -0.00062816889705848318
leaf_weight=21.787622019648552 31.756970211863518 17.984388042241335 24.564871646463871 14.229241371154787 15.8969584479928 17.032580271363258 94.926118314266205 415.98783800750971 61.680638864636421 255.14710250496864 106.36590784043074 66.164612233638763 1586.9704388901591
leaf_count=70 99 99 81 43 57 53 290 1295 208 779 315 215 5159
internal_value=-8.95993e-06 6.8605e-05 0.00755687 0.0139683 0.0256981 -0.000176633 -8.32153e-05 0.00158453 -0.00832777 0.00275559 -0.000760321 -0.0064092 -0.000219631
internal_weight=2730.5 2708.71 86.448 61.8832 30.1262 2622.26 2604.28 749.848 78.7132 671.135 1854.43 161.091 1693.34
internal_count=8763 8693 280 199 100 8413 8314 2335 261 2074 5979 505 5474
is_linear=0
shrinkage=0.05


Tree=499
num_leaves=21
num_cat=0
split_feature=10 39 39 39 34 28 41 16 20 20 21 44 29 28 1 1 30 3 11 20
split_gain=0.817164 2.91557 4.20768 2.66408 2.33711 1.78965 1.77013 2.39288 1.50716 1.89117 1.4074 3.81953 1.92982 3.2887 1.64582 1.3575 1.86089 1.30522 1.17572 0.328279
threshold=31.550477150746044 0.0072850869142255569 0.0098462721701445648 0.0023128244592316859 -0.0062094430881376441 -0.031226921234289502 0.0023389781464709871 0.079396312630548846 -26.062426785557836 -5.6284516826510247 0.016137623476841473 -0.37940952255126015 0.020187839751592666 0.10945859957457864 0.1607026351692814 0.041408137882955623 -0.0022616411342329143 0.065873728847396118 -0.081008576386701767 0.92198557373844314
decision_type=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 19 -3 -8 -2 17 12 -12 14 -14 -11 16 -5 -10 -17 -4
right_child=8 2 4 15 -6 -7 7 -9 9 10 11 -13 13 -15 -16 18 -18 -19 -20 -21
leaf_value=0.013555538888880931 0.025060011647117075 0.043930858256383182 -0.029524077700909299 0.023935715552241763 -0.033796117279149933 0.041267516254759655 -0.014143487126938761 0.038852614845374008 -0.034591526335687503 0.00096312457698568676 0.043664533647207515 -0.013949274850252042 -0.023303475813552851 0.019975595952812012 -0.026260569952151609 -0.0045016761923292719 -0.032672572664513296 0.001147114100922366 -0.035320584384751053 0.00013901597666496769
leaf_weight=5.9494016561657217 6.0899021439254275 6.4583210255950716 1.6686944244429471 3.1617464274168015 7.052438782528041 2.3746075350791216 4.7827820479869825 3.5923604583367705 6.4179720617830736 749.18634802987799 6.331029768101871 4.9602823546156269 19.158392637968067 5.4810457527637473 5.4828509576618663 4.3603766933083614 2.5082469740882543 3.759572621434927 15.831484259106212 1.2981193419545887
leaf_count=43 50 40 54 59 161 38 88 31 81 7043 61 95 299 55 117 53 51 52 239 53
internal_value=5.1958e-05 -0.00561476 0.00625317 -0.015917 -0.0149376 0.00920645 0.0242751 0.00818845 0.000473433 0.000277103 0.000560219 0.0180155 0.000298617 -0.0134321 0.00075526 -0.0229157 -0.000371908 -0.0210205 -0.0289667 -0.0153334
internal_weight=865.906 59.0386 27.2273 31.8113 12.3939 5.34142 14.8335 8.37514 806.867 800.777 790.6 11.2913 779.309 24.6394 754.669 25.8619 5.66999 10.1775 20.1919 2.96681
internal_count=8763 910 465 445 306 145 159 119 7853 7803 7670 156 7514 354 7160 402 110 133 292 107
is_linear=0
shrinkage=0.05


Tree=500
num_leaves=24
num_cat=0
split_feature=38 2 27 27 39 5 30 27 19 14 30 7 35 19 15 10 15 21 30 37 37 37 15
split_gain=0.864664 4.46903 3.04943 7.60966 7.55739 2.81307 2.76495 9.15408 4.55734 3.19969 2.61056 2.033 1.62185 4.15563 3.64982 3.99276 3.60198 7.06245 3.60667 2.98641 2.07593 3.37292 0.932303
threshold=0.00030233891926667594 0.39662156878189431 0.003835105210087494 0.0016748044131788093 0.0077888386115400722 0.032353479739486664 0.0019227555417510118 0.00060391117415164986 0.24927877634944964 0.63043151546951759 0.0011614625368817728 64.325321198658784 -0.0014169770655999556 0.83824690558556603 0.075232736650904561 41.961732947683025 0.90948564815656885 -0.0093678471919826523 -0.00039536202521427084 -0.0053449733648028288 0.0058050544943444313 0.013454513338385989 -0.10520501083297666
decision_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=2 5 3 6 11 -2 7 10 22 -9 -1 -5 13 16 -14 -16 18 -18 -3 -17 -15 -22 -8
right_child=1 12 -4 4 -6 -7 8 9 -10 -11 -12 -13 14 20 15 19 17 -19 -20 -21 21 -23 -24
leaf_value=0.0012528353477175378 -0.029712608342298264 -0.017452515779598231 -0.014404070803417466 0.019312496827557812 -0.0075925720427551056 -0.0053649960068012301 0.0074647818127778825 -0.032515248237715462 0.02615558479233316 -0.0061646409425354272 -0.01529516486515212 0.041601853339723521 -0.021449758434755203 0.030084885897488201 0.019457666151082548 -0.012077214416195133 -0.02535303871619575 0.0064285778073012341 0.0038277412412786541 -0.00071576213548003344 -0.01284528558006188 0.014132258113593657 -0.0090526223718212662
leaf_weight=1006.4819291904569 20.498261064291 21.289222344756126 31.227528989315033 24.055997475981712 19.365982457995415 29.601972967386246 15.763676621019838 27.668016821146011 26.880068182945251 20.701456427574158 24.278566628694534 20.10003687441349 22.072181195020676 13.706516370177267 23.334630161523819 61.571015685796738 36.822643339633942 32.765839204192162 277.94465462863445 960.16929972171783 14.285659819841383 56.678937308490276 18.19165250658989
leaf_count=3204 63 65 94 73 57 88 51 81 82 61 71 57 65 40 68 185 113 101 838 3018 43 192 53
internal_value=-5.53544e-06 -0.000785542 0.000982683 0.00138725 0.0182181 -0.0154656 0.000443484 -0.000137052 0.0108067 -0.0213767 0.000856767 0.0296428 -0.000297607 0.00220277 -0.00136495 -0.000933964 -7.81556e-05 -0.0103291 0.00229171 -0.00140642 0.0121857 0.0086207 -0.00123824
internal_weight=2805.46 1570.74 1234.71 1203.49 63.522 50.1002 1139.97 1079.13 60.8354 48.3695 1030.76 44.156 1520.64 453.493 1067.15 1045.07 368.822 69.5885 299.234 1021.74 84.6711 70.9646 33.9553
internal_count=8763 4879 3884 3790 187 151 3603 3417 186 142 3275 130 4728 1392 3336 3271 1117 214 903 3203 275 235 104
is_linear=0
shrinkage=0.05


Tree=501
num_leaves=30
num_cat=0
split_feature=40 3 1 32 33 1 40 4 1 28 38 1 40 28 1 33 1 40 15 12 28 17 35 3 15 38 15 28 4
split_gain=0.855167 5.50714 4.97494 7.6423 6.65379 3.92671 3.83918 6.36192 5.62825 5.34028 3.91235 3.52454 4.14067 3.2494 3.11799 2.90721 8.18286 6.71573 5.35441 4.75819 3.32413 5.75138 4.40614 3.92087 3.00867 2.83788 2.03563 1.99626 1.89562
threshold=0.0089614027083354288 0.056799810008383786 0.055602434924937702 -0.00033509742922072089 0.012376823431944033 0.051494976129803985 0.0072187172026142426 0.17662065971654112 0.036054277710441264 0.087587081252435903 0.060243454639794088 0.061010650297386476 0.0094206993973739682 -0.016844164429876539 0.078372715519712186 0.011589566990616374 0.038814184444630986 0.006103010181678358 0.88693629025436194 0.048219054617710096 0.049619552728608511 0.68177816180926776 0.020853026464581762 0.052328133395468136 1.3657744734221129 0.0061352708338233706 0.47348726222658266 -0.021317055874307583 0.38772722263547688
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 25 14 13 15 27 -9 10 -10 26 -13 -5 -4 20 19 -18 -19 -17 22 -22 24 -23 -1 28 -6 -8 -3
right_child=1 2 4 5 11 -7 7 8 9 -11 -12 12 -14 -15 -16 16 17 18 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.00077000454648130327 0.028501368102720089 0.02020180234811499 -0.041583665841277484 -0.03267230472780093 -0.003180510144579156 0.01706522712478626 0.0016649126899708879 0.014763500896948889 -0.0084976988482916155 0.016930372037067327 -0.030470568449388502 0.015680389190750762 -6.2776832157947541e-05 0.00015719055358873833 -0.0075376322902369099 0.001058833844177691 0.029826487543685117 -0.001813841455861687 0.017046415425104863 -0.036218843663509727 0.031565267739050433 0.01353472065939099 -0.024093316250034275 -0.018436197971438917 0.020651011815657653 0.0074923550989843841 -0.027662214598434889 0.026696838686604597 0.04447745328643881
leaf_weight=1245.1501601450145 18.232304450124502 17.581400781869888 13.823112189769747 13.304323799908163 18.135635405778885 14.676385805010794 14.542368061840532 27.936057418584824 307.47852355241776 19.309658750891685 21.847210329025984 45.203463144600391 527.24260498955846 16.533655762672424 13.935751318931578 17.419516578316689 34.392096489667892 97.505156606435776 60.764568641781807 16.257086634635925 21.851447582244873 21.782623782753944 19.992973081767559 16.958596304059029 16.499902367591858 17.811677157878876 16.832831874489784 18.841594353318214 17.294961541891098
leaf_count=3865 64 52 49 52 56 50 53 82 1021 63 85 149 1817 50 53 53 98 304 181 50 61 65 73 50 53 52 55 56 51
internal_value=-8.99779e-06 0.00142599 0.000741335 0.0112732 -0.000864034 -0.00388156 -0.000555972 -0.00486488 -0.00672982 -0.00847015 -0.00997935 0.000223654 0.00117418 -0.0143742 -0.0247595 0.000567236 0.00580898 0.00980101 0.00540181 -0.0168426 -0.00031331 0.0111147 -0.000858323 -0.000342946 -0.000484283 0.0241547 -0.0151532 0.0159796 0.0324756
internal_weight=2729.14 750.608 732.376 97.2024 635.173 44.5144 1978.53 409.955 376.571 348.635 329.326 607.415 572.446 29.838 27.7589 1568.57 226.338 192.662 158.27 33.6766 1342.24 60.5927 1281.64 38.7412 1261.65 52.688 34.9685 33.384 34.8764
internal_count=8763 2550 2486 307 2179 152 6213 1360 1251 1169 1106 2077 1966 102 102 4853 686 583 485 103 4167 176 3991 115 3918 155 111 109 103
is_linear=0
shrinkage=0.05


Tree=502
num_leaves=25
num_cat=0
split_feature=6 33 31 31 39 24 39 42 15 29 21 20 37 36 18 10 7 18 2 7 35 3 14 43
split_gain=0.792038 2.61991 2.20394 2.86659 1.88653 3.286 3.26061 1.73394 2.73113 2.43226 2.43883 2.1214 1.88124 2.60971 4.0898 2.06442 1.96189 4.18236 2.17619 1.66006 0.748937 0.717916 0.142837 0.0795443
threshold=19.875307586768024 0.0085203444899086215 -0.010132526303410116 -0.0067514183066336737 0.0093828648821999167 9.4855626763775698e-05 0.011386663816538967 0.20512820512820815 -0.043986829635538155 -0.011761845572619943 0.0044003098342336516 0.89580814153656718 -0.01172452029643206 -0.010971499563217078 0.18176778425274501 41.747160816012986 32.127891654841484 0.26933998406731013 0.39474640892631196 24.519431528924823 0.0097635902431394434 0.098689519057163513 2.0162762590723142 0.60355339059327384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 -3 -4 5 -5 -6 8 11 10 20 -2 13 15 -15 -11 17 -14 -18 -12 23 -21 -1 -9
right_child=7 2 3 4 6 -7 -8 9 -10 12 19 -13 16 14 -16 -17 18 -19 -20 21 -22 -23 -24 -25
leaf_value=-0.035003808705399861 0.030333100425872686 -0.032951469484450518 0.036082162917770562 -0.025411291550272642 0.03586619106845286 0.013720016139505607 -0.020541236298864646 -0.034563431712252977 0.039903813384266559 0.0082460924890908147 0.02871878893846605 -0.02360626308635546 0.011969383496423557 0.052633233820744099 0.0088382444866601084 -0.023410286947194641 0.010835507817335539 -0.025129074335075059 -0.00037298568528916292 -0.032248908528717569 -0.0023813125911193861 0.0048241663377703217 -0.015933458745445644 -0.018211585794118159
leaf_weight=6.4027179311960918 2.799809142947197 4.6164357028901568 5.584273991174995 14.075938059482725 6.7569760922342521 8.37119755707681 3.8891094084829092 10.52693921513856 6.9647061079740507 10.228026301600041 4.1378329396247846 4.7345327623188496 11.444149130955337 5.9733104165643445 49.585272781550884 9.9096464943140727 46.429766647517681 21.469854874536395 618.16000208957121 2.4722109576687217 3.0817578481510273 2.2078584786504507 2.8534121494740248 2.808953119441866
leaf_count=100 37 123 71 219 60 87 86 184 48 105 48 90 118 66 465 98 362 213 5888 62 78 40 59 56
internal_value=4.86558e-05 -0.00588797 -0.000583587 0.00322582 -0.00225985 -0.0106002 0.0147954 0.000439241 0.0175178 0.000120689 -0.0151159 -0.00277235 0.000626333 0.00810892 0.0137227 -0.00712349 -0.00017959 -0.0120814 0.000404055 0.00559413 -0.0265084 -0.0139784 -0.0298925 -0.0316525
internal_weight=865.485 52.5501 43.2939 38.6775 33.0932 22.4471 10.6461 812.935 14.499 798.436 25.2356 7.53434 773.2 75.6963 55.5586 20.1377 697.504 32.914 664.59 8.8179 16.4177 4.68007 9.25613 13.3359
internal_count=8763 805 646 523 452 306 146 7958 175 7783 468 127 7315 734 531 203 6581 331 6250 150 318 102 159 240
is_linear=0
shrinkage=0.05


Tree=503
num_leaves=24
num_cat=0
split_feature=10 13 10 17 18 16 9 39 39 34 39 44 1 28 13 26 34 3 16 40 44 10 1
split_gain=0.876384 2.58698 2.39714 4.01939 2.63169 2.34162 4.01561 3.93068 3.80659 2.61147 2.58865 2.5331 3.81646 2.60506 2.0728 2.04862 2.64496 2.02784 3.26277 2.68978 3.32988 2.64579 1.89962
threshold=75.366619360942806 2.6331421041934893 72.842137796053251 0.87710234713860513 0.93312249794093194 0.065109331823720765 -16.141343037772966 0.0058175007474560985 0.0096394575263498965 0.0032151132147297816 0.0038211283367563229 0.37940952255126048 0.12127047910074255 0.058972479070926856 2.7408466480048443 0.025907076013471666 0.0050088986422720536 0.026017095402800835 0.0093514367464769144 0.0030713528812234682 -0.12940952255126037 52.865995909564994 0.019661044564810874
decision_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=2 5 14 -4 -5 6 10 9 11 -8 -2 12 -7 -13 17 -10 -17 18 -1 20 -19 -20 -21
right_child=1 -3 3 4 -6 8 7 -9 15 -11 -12 13 -14 -15 -16 16 -18 19 21 22 -22 -23 -24
leaf_value=-0.0051553063570766184 -0.0087404059385678828 0.014436943282990207 -0.0066767416232441637 0.032202688093773059 0.0079776247999652477 0.0037350661242841034 -0.0057475372574203789 -0.017935470891698873 -0.024750371186518325 0.019333605178076529 -0.035809167705105859 0.012423198142895503 0.035475277489201353 -0.015655597928648717 -0.016085332885508893 0.012539237727201533 -0.018229726612258287 0 0.027533272801846059 0.0077501144116008782 -0.026670832242609147 0 -0.00012496193457279262
leaf_weight=24.396221823990345 17.410436116158962 19.579084359109402 25.717819772660732 18.975297302007675 29.263395130634308 26.240016222000122 19.950872473418713 25.504546448588371 17.100279971957207 20.971181079745293 19.375148840248585 14.808421045541762 15.123543374240397 18.239929638803005 19.764273300766945 13.95365282148123 13.679613232612608 26.866585612297058 25.238682620227337 79.116146191954613 21.026681262999773 13.309964835643767 2278.3728529140353
leaf_count=98 64 67 79 61 98 79 66 80 55 68 65 48 56 66 63 53 49 89 95 244 89 49 6982
internal_value=-4.47868e-06 -0.00288214 0.000265412 0.00913015 0.0176572 -0.0044354 -0.00994586 -0.00251164 0.000300548 0.00699962 -0.0231916 0.00726768 0.0155182 -0.00292359 0 -0.0111677 -0.0025232 0.000131015 0.00898394 -9.89367e-05 -0.0118184 0.0180518 0.000137518
internal_weight=2803.98 241.937 2562.05 73.9565 48.2387 222.358 103.212 66.4266 119.145 40.9221 36.7856 74.4119 41.3636 33.0484 2488.09 44.7335 27.6333 2468.33 62.9449 2405.38 47.8933 38.5486 2357.49
internal_count=8763 816 7947 238 159 749 343 214 406 134 129 249 135 114 7709 157 102 7646 242 7404 178 144 7226
is_linear=0
shrinkage=0.05


Tree=504
num_leaves=17
num_cat=0
split_feature=28 30 30 28 28 38 30 21 40 21 28 33 30 40 1 43
split_gain=0.815659 9.71579 2.0224 2.5577 2.12365 4.9625 4.23644 6.00904 6.77808 3.48742 4.80121 3.52491 3.08978 4.32667 3.24355 2.90305
threshold=-0.14855972285802657 -0.014805356243112295 -0.01965744978922826 -0.095628449592824114 -0.015405536795552701 0.022457298431035059 -0.0038431416892545918 -0.02868735379864806 0.0064965787058521218 -0.041676306657786773 0.071058201306621702 0.014612510494724789 0.00011996921007825043 0.0070274671643767656 0.053529618927672121 0.12940952255126045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 12 7 -6 -9 10 -8 -11 13 -4 -14 -7
right_child=2 -3 4 -5 6 15 9 8 -10 11 -12 -13 14 -15 -16 -17
leaf_value=-0.012007695003079149 -0.0012403659601551815 0.039106976432524823 0.0024170054943861668 0.021505427073690419 -0.020447190004249816 0.030207692786410702 0.028149329586101279 -0.003608061497422542 0.01883333398274457 0.00033957658394081781 -0.0058506641499224462 -0.0054368190415511677 -0.03679045758689941 -0.0079621224940081732 -0.0035459238022741801 0
leaf_weight=24.519389875233173 24.410965844988823 14.771369978785513 172.60171845182776 24.129716649651527 16.4556784927845 16.393750421702862 24.636823058128357 50.42516328394413 98.869548551738262 1643.2396654859185 17.487637653946877 314.32751926779747 14.857440888881685 237.9423131197691 15.168236359953879 15.957433223724363
leaf_count=91 81 49 543 82 54 59 77 147 310 5119 56 1036 52 907 50 50
internal_value=-8.33986e-06 0.00713244 -0.000114882 0.00998481 -0.000302963 -0.00333907 0.00035792 0.00803804 0.0112228 -0.000276539 0.0139357 -0.000585618 -0.00473673 -0.00358681 -0.0202296 0.0154966
internal_weight=2726.19 39.2908 2686.9 48.5407 2638.36 472.921 2165.44 165.75 149.295 1999.69 42.1245 1957.57 440.57 410.544 30.0257 32.3512
internal_count=8763 140 8623 163 8460 1661 6799 511 457 6288 133 6155 1552 1450 102 109
is_linear=0
shrinkage=0.05


Tree=505
num_leaves=31
num_cat=0
split_feature=30 27 19 31 4 42 36 33 40 3 42 29 0 30 38 5 33 28 42 20 30 32 7 7 42 35 28 35 28 42
split_gain=0.815733 6.03454 4.97566 3.97474 4.08824 6.52768 5.36095 3.56925 7.62277 5.21891 4.64368 4.74089 4.2975 3.46856 3.46672 3.3409 3.22477 2.79628 2.55673 2.50032 3.47829 2.37351 3.70448 6.34311 4.76484 2.09574 3.1219 2.15834 1.85246 1.42294
threshold=6.542148708777125e-05 -0.0012126654167657922 0.16096754569259902 -0.001504552158660167 0.34034015135690959 0.32072858117165459 0.0087488736429577347 0.0094352921729205022 0.0072187172026142426 0.06635998709542669 0.75114574170550186 0.00023770163618297427 0.68446163951093986 0.00031849741186617468 0.0015590321360444694 0.058524727662061356 0.0076316311310877724 -0.0070121353583015031 0.65036762723137909 0.97478142077102403 -0.0012807874119260189 -0.0013053704280735861 62.708961255095126 75.409521197435581 0.71112471100231278 -0.010993614657742233 0.025630316462735454 -0.0020364926016154246 0.0008764386766816751 0.82404422919015374
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 19 -6 10 12 15 11 16 28 14 -3 -10 -1 -13 -11 20 -5 25 24 -24 -23 26 -15 -27 -9 -12
right_child=1 13 -4 4 6 -7 -8 8 9 18 29 17 -14 21 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0094928012037131422 0.005027256414555991 0.044242955343164025 0.065589880534413711 -0.013504383059827955 -0.026729392290110232 0.044992209655975057 0.0171116658039095 -0.033836409749164541 0.030913035991812339 0.00083978896702788632 -0.035872902949788586 0.041281373104494937 0.022016836004100829 -0.019268022416702456 -0.0022829776021575355 -0.0068569555818038686 0.016155203301583813 0.0071267163668058634 -0.023314453210286544 -0.020891488744905571 0.041166522565405525 0.0041912106866206873 -0.011946265369934978 0.0036218900972186038 0.031323493136819945 -0.02416048308414152 0.019235060842944549 -0.0050481809414033765 -0.0085108130584715617 -0.00023265449834171802
leaf_weight=22.396533742547035 7.4944911366328579 8.7490552105009538 6.4352794513106346 6.8179952278733253 44.356511970050633 6.9978814553469411 8.0537424515932781 27.255379049573094 22.747922767885033 70.906962289474905 6.2058757320046407 18.866934686899189 4.9094160273671141 8.106829762458803 6.9394508674740782 7.5603914316743603 26.517721542157233 9.394905172288416 12.788266526535152 16.861674437299371 4.8389898259192723 113.83883280027658 102.3466079197824 180.35269248206168 18.921474951319396 24.609205896034837 14.330119506455956 39.102788072545081 10.712539871223269 5.5570488944649696
leaf_count=197 79 64 47 86 450 65 71 367 167 1010 49 100 41 86 57 104 207 60 219 263 44 862 1053 1857 171 271 123 435 106 52
internal_value=4.76028e-05 0.00127021 0.0336305 -0.00188325 -0.0110066 0.00196236 -0.0198775 0.00136289 -0.00314956 0.003575 0.00937322 0.0138737 -0.0211121 0.000382819 0.0234625 0.0213353 0.00431425 0.030169 -0.00281462 -0.00854187 0.00892217 -0.000333596 0.00122266 -0.00199885 0.0081165 -0.00788942 0.00507765 -0.0125351 -0.0268633 -0.0196011
internal_weight=864.974 531.227 13.9298 333.747 87.9268 35.5165 52.4103 245.82 156.881 114.004 88.939 77.1761 42.8773 517.297 15.6885 30.3083 48.9143 28.2618 83.6952 28.5187 11.657 501.609 415.46 282.699 132.76 86.1489 22.4369 63.712 37.9679 11.7629
internal_count=8763 5105 126 3658 979 458 521 2679 2014 1500 665 564 514 4979 121 271 404 160 1229 393 130 4858 3943 2910 1033 915 209 706 473 101
is_linear=0
shrinkage=0.05


Tree=506
num_leaves=23
num_cat=0
split_feature=38 15 27 10 27 27 39 7 30 30 44 28 32 17 38 39 28 19 7 42 28 20
split_gain=0.846977 3.55784 5.42773 4.23965 2.75755 7.16026 7.07123 2.73746 7.1937 5.22292 4.76402 4.4896 4.52449 3.62498 2.3248 3.04351 2.55991 3.36121 2.29467 1.98739 1.66538 1.53867
threshold=0.00030233891926667594 1.0000000180025095e-35 0.00049153243620074906 39.847209981030979 0.003835105210087494 0.0016748044131788093 0.0075047041799262025 61.45013849328712 0.00017745344257690917 -0.00082703003013421476 0.25881904510252057 0.026460764265011937 -6.4950852216386781e-05 0.13065750081345109 0.0017454752218357685 0.0031807978749367671 -0.030277153646355043 0.31402562188884159 64.325321198658784 0.78676603320123173 0.010637015681595044 0.95074620063214965
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=4 2 -2 -3 5 7 18 11 9 -9 -10 12 -1 -13 15 -5 19 -18 -7 -16 -17 -4
right_child=1 3 21 14 -6 6 -8 8 10 -11 -12 13 -14 -15 16 20 17 -19 -20 -21 -22 -23
leaf_value=-0.0014209207105416383 -0.027473128053848658 0.02013957896716306 -0.0092172973276101466 0.0039280571108803678 -0.013688778045450737 0.018251658939561117 -0.0063283549810136579 -0.0039967416254423679 -0.0040699570838671683 0.021411472820304447 -0.039124551758122725 0.0068716107392754692 0.0079601506949542929 0.031230141821926474 -0.0045937583160737009 -0.0082189330711445047 0.015138837907387556 -0.00021710924788601743 0.042179573632980999 -0.02705367192342141 -0.030266002867548228 0.010522981914925504
leaf_weight=682.73467266559601 30.776002332568169 24.932934701442719 19.821226492524147 22.297943875193596 31.093517243862152 23.56859216094017 20.362327814102173 129.69124603271484 17.704814493656158 23.859002448618412 22.356557413935661 85.207217909395695 158.17436452955008 18.820898294448853 32.740488037467003 18.042959928512573 36.506975084543228 1331.2311550341547 19.351082012057304 14.496780909597872 17.914130926132202 19.418526887893677
leaf_count=2137 94 73 60 72 94 72 60 410 51 72 65 265 547 56 123 53 106 4134 55 55 52 57
internal_value=-4.79901e-06 -0.000777477 -0.0117875 -0.000258842 0.000973912 0.00135853 0.017717 0.00044344 -0.00496518 -4.84572e-06 -0.0238057 0.00155733 0.000338443 0.0113524 -0.000608802 -0.0103907 -0.000201837 0.000190185 0.0292292 -0.0116348 -0.0193951 0.000426369
internal_weight=2801.1 1568.18 70.0158 1498.16 1232.92 1201.83 63.282 1138.55 193.612 153.55 40.0614 944.937 840.909 104.028 1473.23 58.255 1414.98 1367.74 42.9197 47.2373 35.9571 39.2398
internal_count=8763 4879 211 4668 3884 3790 187 3603 598 482 116 3005 2684 321 4595 177 4418 4240 127 178 105 117
is_linear=0
shrinkage=0.05


Tree=507
num_leaves=14
num_cat=0
split_feature=31 40 40 31 20 1 20 10 24 40 24 27 39
split_gain=0.871469 1.46959 4.84784 2.56358 2.40913 3.68695 2.41807 1.71729 2.27049 4.09459 3.17287 1.6163 1.43563
threshold=0.021325839060730514 0.015169236847580049 0.016684974784509959 -0.02130081033678435 -0.16660443116753834 0.14062424250331548 -0.80612635858941106 17.810195262320445 -0.01521984998923958 0.010612308806173188 -0.012245359617255704 -0.006969908535384409 0.010973334867713872
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -4 -5 9 -9 -10 -7 -2
right_child=12 2 4 7 5 11 -8 8 10 -11 -12 -13 -14
leaf_value=0.017889139252143169 -0.005169698528273055 -0.026976792248359222 -0.0039773624973273233 -0.013785653571627976 0.010457417610883046 -0.022925725357162308 0.0238859020531213 0.027427668421372599 -0.018470744993061689 -0.0043494786005380363 8.6934154712770012e-05 -0.0013114221552271627 0.014469074114123848
leaf_weight=20.043609097599983 14.101647004485129 21.560765977948904 14.266939029097559 22.351236075162888 20.694608479738235 25.517571404576302 16.318897724151611 20.575164034962654 23.147301107645035 19.39165248721838 2466.3125856854022 13.844341769814489 25.45155294239521
leaf_count=64 49 95 46 79 75 99 61 72 86 65 7830 55 87
internal_value=-1.02733e-05 -0.00012081 -0.00572051 0.000121761 -0.000585093 -0.00645201 0.0107554 -1.65335e-05 0.000103701 0.0119124 -8.4344e-05 -0.0154729 0.00734592
internal_weight=2723.58 2684.02 112.203 2571.82 90.6424 60.0565 30.5858 2551.78 2529.43 39.9668 2489.46 39.3619 39.5532
internal_count=8763 8627 431 8196 336 229 107 8132 8053 137 7916 154 136
is_linear=0
shrinkage=0.05


Tree=508
num_leaves=16
num_cat=0
split_feature=8 44 8 2 29 4 17 18 44 10 2 44 40 8 29
split_gain=0.77451 1.81517 1.72868 1.39217 2.68077 1.36115 1.65919 2.59549 2.32246 1.51133 2.16876 2.0162 0.95828 0.539249 0.516881
threshold=-137.64420612246457 0.91597561503675351 -130.11806145988916 0.089937730345036895 -0.011164702287828896 0.10381497392224359 -1.7489438491227103 0.037252765173820999 -0.37940952255126015 31.185873633660098 0.32755226586597458 0.25881904510252057 0.0064143380771296155 -97.471081785679232 -0.0043856059245231385
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 -1 13 7 8 -7 11 -11 -8 -2 -4 -5
right_child=2 -3 5 14 -6 6 9 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.031667836228192608 0.0033825952939128042 0.02609827036212994 -0.033336920134207755 -0.03409956909385977 0.034498047648034651 0.019960231898495037 -0.0014816102852562014 0.039719083945850393 -0.015299418505855264 0.0134502153238663 -0.00020472724375190915 -0.027309696233419434 0.040399315260363083 -0.0031267739684766194 -0.0087388957070523975
leaf_weight=2.7586666895076632 3.6228039655834428 2.8399506225250652 4.1007481263950467 7.5013697491958773 3.1629858054220739 9.6707169562578237 22.779874262399971 6.5686032809317103 8.7588878618553281 30.148977004922926 739.8260283335112 11.565235897898672 4.0316316541284323 2.9245293838903299 3.6679419446736521
leaf_count=90 56 42 86 152 44 103 279 63 114 352 7053 180 49 43 57
internal_value=5.66024e-05 -0.00965331 0.000292941 -0.0160021 0.0028296 6.90577e-05 0.000261942 0.0129237 0.0029407 -0.000126925 0.000325127 -0.0103781 0.0237938 -0.0216829 -0.0263664
internal_weight=863.929 19.9309 843.998 17.091 5.92165 836.344 829.318 24.9982 18.4296 804.32 769.975 34.3451 7.65444 7.02528 11.1693
internal_count=8763 385 8378 343 134 8273 8144 280 217 7864 7405 459 105 129 209
is_linear=0
shrinkage=0.05


Tree=509
num_leaves=24
num_cat=0
split_feature=27 30 44 16 23 30 5 27 40 39 17 4 28 26 21 21 28 14 31 30 31 36 40
split_gain=0.837917 4.69716 3.59509 4.06048 7.22006 4.23948 3.30642 3.22199 5.7169 2.65103 2.55878 5.64171 3.99879 3.24942 3.78479 2.55735 2.5156 2.31602 2.18154 7.53149 3.97164 1.40529 1.34702
threshold=-0.0029875203109972601 -0.00082703003013421476 -0.70710678118654757 0.029952187643442842 0.069186824215491036 -0.015976875470702742 0.031473624863065479 -0.0024024923975114578 0.006233465887098868 0.0074633542869581102 -0.20634661066670493 0.38535298524268474 0.0012905289257421034 -0.0055605211083007752 -0.011382491389807273 -0.05040073759795085 -0.032671977469320969 3.0709694493388593 0.00093942940457225404 0.0017573458503117876 -0.0017300357859522171 -0.0041071234725854602 0.0091160470067026111
decision_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 6 9 -6 -1 8 21 -5 13 22 -13 16 -15 -9 -4 18 20 -20 -17 -2 -12
right_child=7 -3 10 4 5 -7 -8 15 -10 -11 11 12 -14 14 -16 17 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.0035161498559709843 -0.013158346815908989 0.024903821079285769 0.0082289212886223571 -0.0090791290248163417 -0.0094710278412131737 0.019346472858673511 0.024905914688949773 -0.01795104055265637 0.0041329959424405939 -0.026903390882696034 -0.0096624698550739317 0.0074263106083210465 -0.011904885431455368 0.024762898558025763 -0.0014094082469388394 -0.00283261676827983 -0.0012549736244797174 0.017498493819257388 -0.011076294988552338 0.00015189396681866072 0.0056553429567559694 -0.033596786354437053 -0.031057903999983056
leaf_weight=24.092454493045807 16.514230862259865 20.686598613858223 129.10442050546408 41.752094760537148 24.398564532399178 26.273915663361549 17.350737556815147 19.868571110069752 32.11705881357193 44.2902572453022 14.925618663430216 100.39997262507677 36.245318189263344 40.346818000078201 20.430035904049873 221.30153935402632 150.70514906197786 18.699187479913235 169.77087984979153 1229.6617065146565 362.65228826925159 20.220001235604286 16.61591698974371
leaf_count=72 49 72 466 123 82 89 54 77 98 135 43 351 113 127 60 692 465 65 491 3806 1112 63 58
internal_value=-5.69042e-06 0.00147958 0.000763374 -0.00533749 -0.0095093 0.00538118 0.00829407 -0.000510809 -0.0111405 -0.0183328 0.00291018 -0.00211359 0.00225717 0.00540556 0.0158951 -0.000145843 0.00310442 2.92449e-05 -0.000133807 -0.00120736 0.00243016 -0.0246049 -0.021154
internal_weight=2798.42 707.618 686.931 178.158 136.715 50.6725 41.4432 2090.81 68.8513 86.0424 508.773 168.187 136.645 340.586 60.7769 2021.95 279.81 2002.09 1983.39 1399.43 583.954 36.7342 31.5415
internal_count=8763 2310 2238 555 429 171 126 6453 210 258 1683 565 464 1118 187 6243 931 6166 6101 4297 1804 112 101
is_linear=0
shrinkage=0.05


Tree=510
num_leaves=28
num_cat=0
split_feature=39 39 36 4 26 13 39 5 5 36 34 28 5 27 34 29 10 12 16 5 19 4 32 42 30 39 20
split_gain=0.828133 4.30616 4.78006 4.25436 4.94665 3.70133 3.44404 3.25137 2.95412 3.08572 2.82248 2.36763 3.23144 3.04986 2.45485 2.38668 4.85967 2.73048 2.07652 4.44315 4.3514 2.59438 3.45996 2.91619 2.18416 2.05237 1.94688
threshold=0.0099226339083083107 0.0082998538929736753 -0.00013253663494150467 0.74011822557020335 0.013514052114053881 1.6874798795947579 0.0101009348105512 0.056440850360709595 0.059112497871284302 0.0075122651345551636 -0.0052511258458645673 -0.063772375530631961 0.088699612284977414 -0.013504989648070658 -0.0019729807404830764 -0.010372667758391128 30.758761706935804 0.07961933544481832 0.034152492292694618 0.049679661016492023 0.61269516166941196 0.17662065971654112 -0.004549361235817566 0.21046180792350724 0.0038668273479728842 0.0089082998469653969 0.91021286485359265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 7 8 -5 -6 -2 10 9 -4 -3 14 15 -14 -1 16 -13 -17 20 24 -8 22 -21 -23 -20 -12 -9
right_child=6 2 3 4 5 -7 18 26 -10 -11 25 12 13 -15 -16 17 -18 -19 19 21 -22 23 -24 -25 -26 -27 -28
leaf_value=0 0.021241936326821607 -0.0083805056379682771 0.0010152386902094754 -0.025524435177315424 0.018821504758158338 -0.0093757008952929759 -0.023924009336416932 0.0049791955023735547 -0.0079611384571591035 0.02813198517915886 -0.018423724614150011 -0.0037452507197364656 0.0018000471885408972 -0.031255064671642067 0.02746629516853609 0.00022415344836208001 0.021584190907087734 -0.016818863961376256 0.028114804922960136 -0.0022535026724665869 0.0084828664562873989 -0.018398287279660475 0.024006128470409165 8.0338858469208727e-05 0.003720092845735672 -0.04182896301279132 -0.017639874836852511
leaf_weight=16.989463299512863 21.704253420233727 26.266357064247131 19.109137304127216 27.015188485383987 18.324767105281353 31.40658587962389 23.536544069647789 25.441016860306263 17.166872926056385 24.302255533635616 20.966505825519562 36.847583584487438 11.989222638309004 15.705178909003733 16.153676919639111 1796.9140981212258 38.205475613474846 23.712379142642021 22.589139372110367 24.070429474115372 18.074414163827896 22.61675500869751 25.363041430711746 346.7762126326561 16.335978478193283 19.190831065177917 14.90058173984289
leaf_count=58 68 88 61 92 60 107 78 84 64 72 68 117 49 65 58 5636 114 82 68 76 55 87 80 1205 51 64 56
internal_value=-1.0396e-05 -0.000436639 -0.00669818 -0.000488941 -0.00833758 0.00093085 0.00177989 -0.01463 0.00936945 0.0163402 -0.021436 0.000342283 0.000110994 -0.0168102 0.0135734 0.000361711 0.00909364 0 0.000919896 0.00190185 -0.00974108 0.000386032 0.01114 -0.00104219 0.0180408 -0.0298092 -0.00327471
internal_weight=2721.67 2200.61 244.09 137.325 76.7465 49.7314 521.067 106.765 60.5783 43.4114 66.4237 1956.52 1923.37 27.6944 33.1431 1895.68 75.0531 1820.63 499.363 457.752 41.611 418.826 49.4335 369.393 38.9251 40.1573 40.3416
internal_count=8763 6995 816 456 259 167 1768 360 197 133 220 6179 6063 114 116 5949 231 5718 1700 1567 133 1448 156 1292 119 132 140
is_linear=0
shrinkage=0.05


Tree=511
num_leaves=31
num_cat=0
split_feature=43 39 18 26 12 38 31 39 37 8 12 40 33 7 0 8 26 26 35 24 32 35 7 28 38 16 42 35 16 38
split_gain=0.765788 2.87414 2.48623 3.44072 5.37376 4.66396 2.9815 2.78966 2.84205 3.58099 2.40671 8.57515 3.70887 2.38752 3.26118 2.0535 2.7874 3.40814 2.66635 2.64333 3.86329 3.61919 3.86303 2.53982 2.72706 4.97486 3.13672 2.48811 2.15332 2.19649
threshold=1.0000000180025095e-35 0.0015659776484558553 0.44041628133342475 0.0011647685165098261 0.035353354227774018 0.014005283736710063 -0.0022284517276491621 0.0081495871258244739 0.0036578911926624662 -47.570584688625594 0.041109313228606684 0.0059428306791148673 0.009166123206178994 58.096067528639388 0.21587267722405964 80.564214871396274 0.0056422388239753341 0.0069795938238741738 0.016468361498650722 0.015996291689022963 0.0010411966794939321 -0.0029811522353728743 84.542554768725992 -0.023758379238555342 -0.017481216918489025 0.038925281662756869 0.23024921104135196 0.027994053825528002 0.028399897685468922 0.0039186084484046377
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 7 4 6 -6 -4 8 9 -3 12 -12 -5 14 -9 19 -17 -18 -19 23 -21 -22 -23 28 25 -25 -26 -20 -1 -30
right_child=1 2 3 10 5 -7 -8 13 -10 -11 11 -13 -14 -15 -16 16 17 18 27 20 21 22 -24 24 26 -27 -28 -29 29 -31
leaf_value=-0.036180191740425194 -0.025682656783861148 -0.0065988396831714452 0.056059651722466124 -0.0024071358691508658 -0.0071429127204796251 0.032224309871460105 0.017941182671000734 0.016926656476349316 0.020159343401381685 -0.028542866742505526 0.052744340880360542 -0.00069936985364045176 -0.02959862982243493 0.031747227269611489 -0.013370209640069601 -0.024111909367953016 0.032027178120588605 -0.011878536420271688 0.016744491851937111 0.047990021126655791 -0.026809203582594632 0.041649069137692105 -0.010709441123146353 0.025721780212523134 -0.029728144142650261 -0.002538420438116919 0.002152666924506782 -0.012978864741103836 -0.0094960304931808667 0.029944646063838617
leaf_weight=6.4941428732126942 11.88060058839619 63.462341994047165 7.7715036049485233 60.643706135451794 35.173298719339073 9.451152550056575 17.088985793292522 15.180625366512684 6.6722271777689448 26.799151128157973 8.0591084733605367 91.737875619437546 15.891864771023391 6.640723740682005 21.075020513497293 15.772711864672599 6.9426286630332461 46.634539011865854 21.182877535000447 7.6999912834726301 5.7312533222138944 8.2948288982734031 5.7993291597813359 33.956785466521978 7.873080317862331 28.119754594750702 229.01769420783967 10.258717831224201 28.482944172807038 3.8908164240419856
leaf_count=69 112 825 35 565 356 68 125 218 50 287 58 1169 180 63 269 150 54 498 204 95 71 82 60 228 101 292 1804 145 496 34
internal_value=5.47945e-05 -0.0015512 -0.000788355 0.00222454 0.0116475 0.00113641 0.0302344 -0.00611847 -0.0108281 -0.0131939 -0.00146479 0.00361491 -0.00814968 0.00440816 -0.000535393 0.00143512 -0.00486044 -0.00120603 -0.00426232 0.00318641 0.0180793 0.00602884 0.0198292 0.00195321 0.0035295 0.0128564 0.00105991 0.00687748 -0.010021 -0.0045243
internal_weight=863.68 397.528 385.648 245.817 69.4849 44.6245 24.8605 139.83 96.9337 90.2615 176.333 99.797 76.5356 42.8964 36.2556 466.152 100.791 85.0188 78.0761 365.361 27.5254 19.8254 14.0942 337.835 298.967 62.0765 236.891 31.4416 38.8679 32.3738
internal_count=8763 4380 4268 2556 584 424 160 1712 1162 1112 1972 1227 745 550 487 4383 1051 901 847 3332 308 213 142 3024 2425 520 1905 349 599 530
is_linear=0
shrinkage=0.05


Tree=512
num_leaves=31
num_cat=0
split_feature=35 24 34 26 24 32 16 39 35 32 1 5 10 3 41 7 41 6 5 32 21 10 27 6 38 34 31 7 32 16
split_gain=0.846334 3.12311 2.98325 4.23251 2.88801 5.30673 2.71656 3.7035 3.16779 1.9513 1.82335 2.90977 2.905 3.98915 4.22711 2.67659 3.62399 4.02392 3.59827 2.94829 6.00405 2.9734 2.66903 1.99108 3.01045 1.85181 1.48151 3.76056 3.14656 1.35513
threshold=0.0095766070353945371 0.0094228780586235617 -0.0033073377920461162 0.014101603393808943 0.011947139876288357 0.0005790566348425854 0.095691888083585017 0.0096394575263498965 0.011976106069273797 -0.00042779082122352868 0.14273060193474266 0.11943331422221885 77.038148357803763 0.055668833795743763 0.0028915804023388267 81.19601222109624 0.003117660341898035 83.314972962939152 0.051081793162441873 0.001731125223580175 -0.0080771749343561822 66.489498245528878 0.0098386073147652391 40.544754029682657 -0.11707091287884878 0.0029230362726861974 0.0017081814413226644 70.384692172365746 0.0013795539037760758 0.087158911500404959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 6 3 -3 5 -4 7 8 -2 -10 12 25 15 14 22 19 17 -17 -18 21 -21 -1 -14 24 -13 29 28 -28 -6 -12
right_child=1 2 4 -5 26 -7 -8 -9 9 -11 11 23 13 -15 -16 16 18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010587439330300161 -0.023317059190325496 -0.02667529236173178 -0.0029669282791249109 0.0024519633812777721 -0.019537101361396112 0.030743390727099053 -0.028152736288210592 0.0079103186813891425 -0.013973288037971069 0.010569944311905773 0.011628159969870162 0.0076648464810504455 -0.029025562589011712 -0.024339111002157535 0.015636553459040685 0.025809294628920645 -0.0099146087637965313 0.003314165916746663 0.011335332336587876 -0.012112054169704255 0.011265216302709187 -0.0074932538343924493 0 0.0097387262525338216 -0.022997154855065635 0.0012747997574240394 0.016970207764271234 -0.00048659648459364386 0 0.032656058496330069
leaf_weight=1645.4565590247512 34.023712709546089 23.516490861773491 23.605147793889046 25.800938695669174 26.512570917606354 22.509317755699158 16.133274704217911 32.094852074980736 15.681053683161734 16.443090088665485 16.198360167443752 14.248691082000734 14.00226988643408 28.168724864721298 22.04502896219492 38.557267531752586 46.443520069122314 42.196801722049713 34.674998193979263 118.40039894729853 35.459238171577454 108.14787126332521 17.486098393797874 24.739354096353054 17.559454843401909 15.610618859529493 37.309173613786697 173.19604637473822 93.250833302736282 16.741090975701809
leaf_count=5048 100 73 70 86 79 74 55 106 48 57 62 44 56 92 73 116 138 134 107 375 107 334 56 95 64 56 119 565 302 72
internal_value=-5.01899e-06 -0.00178451 0.000175455 -0.0113618 0.00170307 0.0134104 -0.00911683 -0.00591449 -0.0126996 -0.00126159 0.000418801 0.00684691 0.000102102 -0.00913642 -0.00101323 0.0004697 0.00664076 0.0141353 -0.000766754 -5.16924e-05 -0.00668812 0.000528079 -0.0128406 -0.000780847 -0.00912421 0.0158173 4.97075e-05 0.00259023 -0.00437243 0.0225332
internal_weight=2796.21 540.077 425.701 49.3174 376.383 46.1145 114.376 98.2427 66.1479 32.1241 2256.14 105.098 2151.04 81.7021 53.5334 2069.34 161.873 80.7541 81.1185 1907.46 153.86 1753.6 31.4884 56.5475 31.8081 48.5501 330.269 210.505 119.763 32.9395
internal_count=8763 1734 1368 159 1209 144 366 311 205 105 7029 393 6636 277 185 6359 495 250 245 5864 482 5382 112 203 108 190 1065 684 381 134
is_linear=0
shrinkage=0.05


Tree=513
num_leaves=15
num_cat=0
split_feature=31 41 1 28 34 28 31 28 11 31 3 31 39 33
split_gain=0.860955 1.36987 1.26936 3.27424 2.74108 4.27869 2.53828 5.32534 2.07945 2.03826 2.34765 4.74004 3.10067 1.98211
threshold=0.021325839060730514 0.011391103777169008 0.14062424250331548 -0.12749928364775812 -0.0058290667890815153 -0.063772375530631961 -0.0098431639785578149 -0.095628449592824114 1.048159383934322 -0.018747448954580831 0.092068968062716458 0.018500982756248667 0.0067967146606308813 0.024855374544179892
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 7 -6 13 -5 11 -11 -12 -8
right_child=1 -3 4 9 6 -7 8 -9 -10 10 12 -13 -14 -15
leaf_value=0.022058951022607444 0 0.019326474052004102 -0.003106003113118044 0.016267823975824002 -0.0075262408194978862 -0.037757133494619156 -0.028475657001682309 0.025646443887307992 0.0038174943413596266 8.9938425516338479e-05 -0.020757931082877309 0.023452018841375658 -0.0027817348149063083 -0.0028026953797366896
leaf_weight=16.817140996456146 24.743471592664719 14.732458204030989 24.485258989036083 18.981392502784729 25.675421692430973 14.254393484443424 16.046158306300644 22.466105222702026 21.306293521076441 2281.9956742189825 27.98029912263155 21.826399832963943 173.01542237401009 15.002055518329142
leaf_count=55 83 53 87 61 92 67 68 82 99 7207 95 68 591 55
internal_value=-7.73198e-06 0.00731113 -0.000117678 0.000135239 -0.00476529 -0.0160491 -0.000354211 0.00787181 -0.00801419 -9.73531e-06 -0.000135726 0.000314449 -0.00531811 -0.0162802
internal_weight=2719.33 39.4759 2679.85 2540.62 139.236 38.7397 100.496 48.1415 52.3545 2523.8 2504.82 2303.82 200.996 31.0482
internal_count=8763 136 8627 8077 550 154 396 174 222 8022 7961 7275 686 123
is_linear=0
shrinkage=0.05


Tree=514
num_leaves=31
num_cat=0
split_feature=30 27 19 31 4 7 36 3 40 32 3 30 38 24 25 20 4 34 40 0 40 41 39 40 32 5 33 35 31 20
split_gain=0.771129 5.4767 5.16532 3.70131 3.87068 5.41172 5.11746 3.26292 5.83126 4.10828 3.81671 3.19113 3.08365 3.07167 6.11671 3.21526 3.0354 2.98562 2.78094 2.64604 2.34007 5.18338 4.3566 2.48344 6.68515 2.61706 2.2335 2.2011 1.99105 1.89486
threshold=6.542148708777125e-05 -0.0012126654167657922 0.20560678106264413 -0.001504552158660167 0.34034015135690959 39.325095242722085 0.0087488736429577347 0.044520579058186058 0.0072187172026142426 0.0025347325048521996 0.06635998709542669 0.00031849741186617468 0.0015590321360444694 -0.00018728438172981686 -0.0055665712967243918 0.33733097872001744 0.5345013385168883 0.0037337853970426109 0.0093459831209457087 0.70578994336706213 0.0032736909565163354 0.0013798517222374477 0.003321186203163802 0.0044211810984292341 0.00040122867379173557 0.021000678784947036 0.0083399852846014668 -0.0052364216168679359 0.0013217093023833047 0.86013179596943312
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 17 -6 13 9 26 18 12 -3 15 -15 -1 -16 29 -10 -12 21 28 -23 24 -22 -25 -9 -17 -13 -5
right_child=1 11 -4 4 6 -7 -8 8 10 -11 19 20 -14 14 16 27 -18 -19 -20 -21 23 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.028682642604377469 0.0059103767162635122 0.04147824275054799 0.067769909504106426 0.0073737388970729692 -0.026377977569826589 0.050787211342493616 0.016312600774662272 0.0092726531050211693 0.024085928202715757 0.028821337134030359 0.00031366342122357706 0.011877145720880885 -0.0021269169052337169 0.050293845853271582 0.023955700830255264 0.0098988656522606359 -0.0033464809229723546 0.028290689801933902 -0.012217458507546262 -0.033814608048026509 -0.026683921610326584 -0.022522516992066342 0.027265192831899012 0.025238183343090401 0.0076973994568863757 -0.00057532694291889403 -0.024482133378732129 -0.028954352737408501 0.045845923882659685 -0.021860909480814997
leaf_weight=5.000065220519903 8.4243866652250272 9.0152578707784397 5.788537271320819 7.6385806221515002 43.177097206935287 4.7970869028940788 8.1565832793712598 5.250236563384532 28.76469473913312 4.4252308756113043 78.417392210103571 8.5873279832303542 6.9109702520072451 10.690261842682956 17.022117916494608 5.0687503106892153 24.429351255297661 5.1573682744055978 6.1912531079724422 6.0016258480027309 31.064986368641257 13.320623850449921 6.3808302767574778 9.967563331127165 25.499882277101278 395.90748861664906 42.767383446451277 11.266502585262057 9.9331583473831397 17.883890770375729
leaf_count=30 88 64 38 88 450 40 71 48 229 38 1127 54 57 70 87 70 160 48 75 109 305 114 43 84 199 4000 535 101 59 282
internal_value=4.95178e-05 0.00123736 0.0317509 -0.00183376 -0.0107066 0.00186531 -0.019479 0.00128907 -0.00245918 -0.0163571 0.00361309 0.000382184 0.0223492 0.0101133 0.0166681 -0.00567575 0.00777555 -0.0057618 0.0174969 -0.00209061 -0.000310933 0.0115494 -0.0060887 -0.00130432 -0.0111101 5.23511e-05 -0.0206759 -0.0166073 0.0305126 -0.0129215
internal_weight=862.906 530.801 14.2129 332.105 86.8106 35.4769 51.3337 245.295 171.818 52.4429 119.375 516.588 15.9262 73.477 52.1417 21.3353 41.4515 30.6798 34.9559 84.419 500.662 38.2219 19.7015 462.44 56.5649 405.875 48.0176 16.3353 18.5205 25.5225
internal_count=8763 5105 126 3658 979 458 521 2679 2161 621 1540 4979 121 518 317 201 247 418 304 1236 4858 270 157 4588 504 4084 583 171 113 370
is_linear=0
shrinkage=0.05


Tree=515
num_leaves=23
num_cat=0
split_feature=31 31 5 5 19 1 5 40 38 41 36 5 33 10 20 39 31 1 35 1 38 37
split_gain=0.837398 2.83299 2.72642 3.89397 6.22439 4.1843 3.49963 6.71603 3.0895 2.32832 2.20344 1.16896 3.50565 4.33044 4.69392 2.61973 2.40636 2.40325 2.08195 2.35823 2.151 1.56697
threshold=0.01407152653712839 0.013358204304110213 0.068840344523885391 0.099081471737307983 0.67368469621990534 0.18114866737686083 0.056440850360709595 0.0086029158916219161 0.063251809383075633 0.0049745272946253843 0.019863619661131596 0.091411733268920756 0.020924358429128171 25.469427210903039 -0.16660443116753834 0.016002770235516415 -0.0088281796337112989 0.098749246440216723 0.025472756398306377 0.062547708285791787 0.020415994597923762 -0.0075003284112064575
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 6 4 -4 -5 7 -2 -6 -8 -10 15 16 -14 -15 18 -13 21 20 -20 -1 -17
right_child=2 -3 3 5 8 -7 9 -9 10 -11 -12 12 13 14 -16 17 -18 -19 19 -21 -22 -23
leaf_value=0.00067310639131950829 -0.026818525997398559 0.018374261792023627 0.037204182608172758 -0.028528858454275392 -0.015083046380251831 0.0032864073140719875 -0.034309545293243038 0.013021668691009175 0.02351104477513603 -0.0091112253343135045 -0.0013090403536029633 0.00058017973496793374 -0.01717696960542775 -0.010811610756226952 0.012906256135224368 0.0065765170689925413 0.027354020878435789 -0.027442883438484757 0.023917690760522008 0.0016648100369545439 -0.0029137173716683178 -0.014256167688278275
leaf_weight=1765.4231605865061 16.032565370202065 21.239220350980759 15.387336328625677 17.607746347784996 18.785720333456993 24.209797561168671 17.914716228842735 30.589404746890068 16.133278548717499 20.305446043610573 19.098049506545067 13.648111984133719 27.796358019113541 30.52960179746151 64.443478100001812 17.441395647823811 23.449849739670753 15.964043058454989 19.031331658363342 33.00620225071907 547.30345099419355 18.125122264027596
leaf_count=5444 50 68 48 58 60 90 59 96 54 65 66 53 94 111 234 58 90 57 61 105 1683 59
internal_value=-5.98069e-06 0.000230118 -0.00315776 0.00195451 0.00924934 -0.0100266 -0.00991286 -0.000599811 0.00113968 -0.0211115 0.00994954 7.78802e-05 0.00421863 0.000103235 0.00522608 -0.000194175 0.0176665 -0.0113364 4.69789e-05 0.00992937 -0.000173638 -0.00391008
internal_weight=2793.47 2597.4 196.064 111.222 69.4044 41.8175 84.8421 46.622 54.017 38.2202 35.2313 2576.16 159.867 122.769 94.9731 2416.29 37.098 51.5306 2364.76 52.0375 2312.73 35.5665
internal_count=8763 8117 646 376 228 148 270 146 180 124 120 8049 582 439 345 7467 143 174 7293 166 7127 117
is_linear=0
shrinkage=0.05


Tree=516
num_leaves=31
num_cat=0
split_feature=40 3 1 31 33 1 1 16 40 17 1 27 30 39 14 17 5 5 16 3 14 14 10 5 12 1 42 3 39 15
split_gain=0.853245 5.08051 4.74466 8.87868 6.313 3.67322 3.8031 3.65588 3.52918 6.03999 5.54137 5.57959 8.6515 5.1233 5.08426 3.85879 4.87757 3.01422 12.8078 5.55455 4.56088 6.33598 4.55471 3.78968 3.24044 2.95291 2.78382 3.53372 2.19332 2.10455
threshold=0.0089614027083354288 0.056799810008383786 0.055602434924937702 -0.0041845939698057265 0.012284606901485595 0.061010650297386476 0.063385452444559939 0.035965775427991516 0.0072187172026142426 -0.37117938300787817 0.036054277710441264 0.0045027034213555479 -0.0012115024573155981 0.0057817823629547011 0.22323009308059505 -1.4041676960368277 0.050503567592063675 0.040467460237013496 0.041446176229919696 0.063749442269050619 0.4163109460327426 1.0715744744282161 68.005225661826415 0.044475786339977778 0.046128852841691256 0.067054799123271877 0.61212524023062131 0.078133722435110894 0.0067967146606308813 0.47348726222658266
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 7 -4 29 -7 -3 17 14 -11 12 -12 -13 -10 28 -17 18 19 22 23 25 -1 -19 -23 -22 27 -5 -16 -6
right_child=1 2 4 26 5 6 -8 -9 9 10 11 13 -14 -15 15 16 -18 20 -20 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00061655206497254473 0.027560688749152754 -0.030897535806012989 -0.025416657907944375 0.045255701456402182 -0.0030786472264187526 0.023417929525793323 0.00042729146389309559 0.0045423541089887314 0.034358270280911089 0.016153353835117078 -0.0052514629096495702 -0.019431148253093399 -0.033346506074650256 0.00080905986310677116 0.028041509546463058 0.0053950021511324879 -0.023893788448449423 0.0025776471471502232 -0.038145275651066742 -0.026676086646156272 0.023898058349555527 -0.0020905417273305109 0.0098382678277879401 -0.027614277479801413 0.01036614055763147 0.0066518896908619425 0.0063113218322465268 0.016266243979383716 0.0042629671559607472 -0.027825879541490812
leaf_weight=1020.548174880445 18.063411213457584 13.554756462574007 24.917456559836864 18.26223748922348 18.00011932849884 18.518841475248337 550.9704346396029 15.094746530055998 12.961569741368292 20.880467057228088 56.336245559155941 42.103995397686958 54.25862779468298 118.98817684873939 14.623168930411337 32.068953633308411 25.112606257200241 22.08344666659832 22.33851669728756 19.096564471721649 59.307321429252625 166.71432648599148 115.86707622557878 19.068113312125206 75.651774503290653 44.479463592171669 22.575445175170898 26.964607551693916 30.466233149170876 17.329852893948555
leaf_count=3182 64 54 94 53 56 58 1914 49 37 61 203 143 173 391 44 101 100 64 70 61 169 526 357 58 233 133 70 81 107 57
internal_value=-7.20194e-06 0.00143341 0.000772925 0.0110974 -0.000801958 0.000207891 0.00118767 -0.0121003 -0.00055322 -0.00469673 -0.00852114 -0.0104411 -0.0190979 -0.00445879 0.00496879 0.00116527 -0.00739982 0.000523407 -0.000731253 -3.9529e-07 0.00435113 0.0062318 0.000445777 -0.011324 0.00177972 0.0165686 0.0209764 0.0281563 0.0121303 -0.0154029
internal_weight=2717.21 744.252 726.188 96.4518 629.737 604.819 569.489 28.6495 1972.95 407.8 292.568 271.687 110.595 161.092 115.233 102.271 57.1816 1565.15 1177.85 1155.51 387.304 346.153 1136.42 41.1516 242.366 103.787 67.8023 45.2268 45.0894 35.33
internal_count=8763 2550 2486 307 2179 2085 1972 103 6213 1360 971 910 376 534 389 352 201 4853 3670 3600 1183 1061 3539 122 759 302 204 134 151 113
is_linear=0
shrinkage=0.05


Tree=517
num_leaves=30
num_cat=0
split_feature=21 18 40 41 20 42 25 29 21 30 8 36 30 15 20 21 28 28 8 28 44 41 21 38 28 25 40 3 43
split_gain=0.767266 2.79289 2.86637 3.68819 2.8051 2.61415 1.88773 2.44416 1.21051 4.32328 3.51864 4.99695 5.97204 4.35828 1.89288 1.62929 2.22276 4.66472 3.14391 2.72392 3.46185 2.31003 1.7475 6.10138 1.42658 2.13825 1.92995 0.809713 0.446837
threshold=-0.030690498803829982 0.4579704868562639 0.012085946088657731 0.0030007486028005071 0.81733215133693593 0.41463089377161561 -0.0075353770151055941 -0.0041373096706566739 -0.025449332415642126 0.0084092578100736833 -26.003907800239329 0.0063159427400214527 0.0033414754602894849 0.035126375528553418 0.12518618864352291 -0.021370699897252165 0.016713411346046859 0.032568328224804599 -21.251858207760552 -0.012210989686116173 -0.37940952255126015 0.0016218869972380286 -0.020769010554556377 -0.0068589363800093941 -0.044814163165474104 -0.032907874921521654 0.018518991197039602 0.091494229683700717 -0.70710678118654735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -5 7 -1 9 10 13 12 -12 -2 -13 16 19 18 -18 20 -10 -19 23 -17 26 -26 -24 -6 -21
right_child=8 2 3 5 27 -7 -8 -9 15 -11 11 14 -14 -15 -16 22 17 21 -20 28 -22 -23 24 -25 25 -27 -28 -29 -30
leaf_value=5.7991788248593833e-05 0.02328984961451401 -0.034269942752064443 0.041321275210729522 0.020566704540717934 0 -0.033556235426505064 -0.011727417303762514 0.037094854208525943 0.028987151126283514 -0.033388556592047772 0.013971305194851789 0.018621155494065341 0.070300084034018412 -0.027411486471162025 -0.015591030151087938 0.055470291053088275 0.037813014634197978 0.013867073615703541 -0.0026250959298765673 -0.014974661956555918 -0.022055635370088283 -0.026090812854238185 -0.02570755898377472 -0.0069953302305869013 0.02425313410594852 0.0002853266350321694 0.0089812407329647199 -0.033164989963466222 -0.035242050762393555
leaf_weight=8.386307745240634 7.0227926988154676 12.889275208115579 3.5968993920832864 3.0272445473819953 2.4392973631620398 7.1272180615924299 5.6488920468837014 10.109850140288474 5.7187779508531094 5.715004830621182 11.800530262291433 7.3387286234647062 8.1332257837057096 10.222537335008381 8.7565063834190351 6.1996479742229011 9.8479520566761511 4.5280589647591141 8.8598162308335286 4.9971172120422169 7.6404985487461108 14.789060655049978 11.538149078842254 9.9549594260752183 9.3560310378670675 632.59677366074175 5.7880218569189301 5.0398005088791251 12.869222410023209
leaf_count=96 77 271 53 31 24 189 54 70 53 127 91 64 38 91 72 49 61 39 87 51 116 178 307 91 144 5899 68 122 150
internal_value=5.24634e-05 -0.00547631 -0.017411 -0.00111473 0.00444327 -0.0168903 0.0128606 0.0206615 0.000460141 0.00734949 0.0118677 0.0207727 0.0374399 -0.00646095 0 -7.97913e-05 -0.00738408 0.000612503 0.0184839 -0.0172524 0 -0.0164437 0.00066268 0.0168633 0.00025563 0.000646152 -0.0138474 -0.0218821 -0.0299666
internal_weight=861.938 58.2648 26.6406 13.7514 31.6241 10.1545 24.145 18.4962 803.673 58.9893 53.2743 36.029 19.9338 17.2453 16.0952 744.684 69.2505 38.0249 18.7078 31.2256 13.3593 19.3171 675.434 16.1546 659.279 641.953 17.3262 7.4791 17.8663
internal_count=8763 910 544 273 366 220 220 166 7853 560 433 265 129 168 136 7293 735 365 148 370 169 217 6558 140 6418 6043 375 146 201
is_linear=0
shrinkage=0.05


Tree=518
num_leaves=29
num_cat=0
split_feature=27 44 2 31 28 27 5 23 28 40 23 3 38 29 11 27 39 32 7 43 32 33 20 40 3 32 19 24
split_gain=0.795118 4.05339 3.82665 3.72333 5.69037 3.69551 4.56814 3.5388 3.51234 7.65681 3.90757 3.36415 2.70501 2.55262 4.25698 5.48716 4.16341 3.61708 2.64621 4.20847 4.63263 3.75649 2.45947 2.34906 4.21333 2.47654 2.16492 1.12319
threshold=-0.0028894291742242828 -0.9159756150367534 0.56173992879351931 -0.00030057034654836526 0.018754816007185284 -0.0024024923975114578 0.030764687040411073 0.077308604599646155 -0.012210989686116173 0.0063577282564199642 0.045396740203351695 0.061329133869118611 -0.017881812063667787 -0.0027301282112011101 0.53549564090564428 0.00044970426758996461 0.003321186203163802 -0.0038146186604034031 44.976190476190474 -0.25881904510252113 -0.0010094503410318252 0.0083741365364076933 1.3388040493084497 0.0031903563109957063 0.02976462485854486 -0.0020863439545072003 0.17811535689702496 0.0018567772581200266
decision_type=2 2 2 2 2 2 2 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 8 22 6 -2 11 10 -10 -3 12 -1 14 15 16 -7 -17 19 20 -15 -21 -5 24 -20 -25 -6 -8
right_child=5 2 -4 4 26 13 27 -9 9 -11 -12 -13 -14 18 -16 17 -18 -19 23 21 -22 -23 -24 25 -26 -27 -28 -29
leaf_value=-0.019517437815484949 -0.031725115680864321 0.011447502771047509 0.026164422657668125 0.010503397009430671 0.043600324039435916 0.0084858780994371084 0.0069621215348068463 0.0087958398631870893 0.0074925067668550442 -0.014517397733768861 7.1082917220909394e-05 -0.029537468700051053 0.0046162522874807288 0.033183976697131891 -0.022977588005288634 -0.011305119393037761 -0.013051103386596244 0.010671304248417198 -0.002062481665450895 0.010048146992256099 0.0062635234016719631 -0.0076156815564560601 -0.012655478865102779 -0.013754103944783684 -0.030431277908066479 0.00061375360243430793 0.015927315293264938 -0.010536392851233343
leaf_weight=20.628097891807556 20.735467031598091 106.97652377188206 17.09653377532959 30.051132023334503 14.373408466577532 27.409686595201492 17.062825277447701 22.327487707138062 66.95252850651741 95.485398143529892 258.85313799232244 23.123427376151085 25.796781718730927 24.789192765951157 28.194022119045258 23.616452157497406 116.67132867872715 86.291738286614418 55.426233261823654 55.073474265635014 46.559448048472404 66.068442761898041 18.317916482686996 30.5136638879776 17.2303929887712 1440.4017388597131 15.734542384743689 19.264327213168144
leaf_count=61 66 332 54 90 52 84 50 78 199 299 928 73 75 72 87 72 340 256 218 182 144 191 54 96 73 4428 50 59
internal_value=-7.40044e-06 0.00142772 0.00287798 0.00220939 0.0123681 -0.000504788 -0.0130426 -0.0083577 0.000688737 -0.00541572 0.00341368 -0.0139411 -0.00601857 -0.000147197 -0.00455884 -0.00248635 -0.00891623 0.0058977 0.000567222 0.00609401 0.01572 0.000375063 0.00162169 -0.000119104 -0.00889139 0.000311383 0.0294044 -0.00218355
internal_weight=2791.03 715.717 623.841 606.745 78.477 2075.31 57.0626 91.8758 528.268 162.438 365.83 69.5483 46.4249 2018.25 282.183 253.989 144.081 109.908 1736.06 192.491 71.3486 121.142 48.369 1543.57 72.6566 1470.92 30.108 36.3272
internal_count=8763 2345 2058 2004 246 6418 175 287 1758 498 1260 209 136 6243 839 752 424 328 5404 589 216 373 144 4815 291 4524 102 109
is_linear=0
shrinkage=0.05


Tree=519
num_leaves=10
num_cat=0
split_feature=1 28 30 28 10 38 10 36 12
split_gain=0.807701 1.65054 2.44534 2.16975 3.10855 2.95443 3.52845 2.10605 2.07069
threshold=0.28472972050346751 -0.14855972285802657 -0.01965744978922826 -0.076246129466940524 17.810195262320445 -0.033761543331838333 50.134397435943676 -0.040496431007141946 0.093356273582339097
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 8 5 -5 -4 -7 -6 -3
right_child=-2 2 3 4 7 6 -8 -9 -10
leaf_value=0.012591374382222416 -0.010508347066243281 0.023897493750816776 0.0055555118806644849 -0.022266014829432544 0.013666510799533675 -0.037695821948500963 -0.0029502485451979553 -7.7240299413055451e-05 0.0018566875880152199
leaf_weight=25.932249799370766 18.095670849084854 19.229359522461891 16.853039257228374 15.568392418324946 28.079901240766048 14.777479164302351 15.060253180563448 2534.8514389693737 25.002667248249054
leaf_count=89 68 70 57 55 87 50 54 8150 83
internal_value=-7.66826e-06 6.13619e-05 -5.89557e-05 -0.000257463 -6.18755e-05 -0.0109287 -0.0203938 7.1915e-05 0.0115837
internal_weight=2713.45 2695.35 2669.42 2625.19 2578.5 46.6908 29.8377 2562.93 44.232
internal_count=8763 8695 8606 8453 8292 161 104 8237 153
is_linear=0
shrinkage=0.05


Tree=520
num_leaves=17
num_cat=0
split_feature=35 28 34 40 40 35 12 39 36 43 32 44 35 35 21 21
split_gain=0.773687 1.96637 1.9459 0.96273 2.86144 2.28211 2.39828 3.13939 3.01294 2.58633 2.10578 1.89206 1.47415 1.85885 1.28788 1.08368
threshold=-0.027390255266718896 -0.022894645946220631 -0.015767216496010813 0.012519367750864348 0.012151875126531072 0.016960445748149259 0.089940079251648278 0.0061664462800674865 -0.002986009216082663 0.60355339059327384 0.0060046353236393327 0.25881904510252057 -0.023279642058165625 -0.020395060108023885 -0.031138403868864108 -0.016371609470147725
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 12 6 7 -5 15 -9 -7 -10 -2 -14 -15 -8
right_child=3 -3 -4 5 -6 10 8 9 11 -11 -12 -13 13 14 -16 -17
leaf_value=-0.03070276365435809 0.022405866943583052 -0.034058950381364195 0.024559805580592637 -0.0098240753702924354 -0.03373521288648864 -0.033339470217564754 -0.033789947801910879 0.017209948156564691 0.032962719069173807 0.057298237669493518 0.015265731324098215 -0.0095784981966363404 -0.027324923548716257 -0.01078986086248241 0.00047457462925501654 0.0038911700800832076
leaf_weight=2.287387010641396 7.2265888880938283 5.6066227797418815 4.537431781180203 5.5535583756864098 6.2049746713601044 5.9180483850650472 6.3390297116711718 11.63012758176774 6.5571793653070927 6.6563100889325133 3.3001062008552253 3.9997361083514988 6.1321979630738488 26.154434557072818 750.60989060159773 2.3649243088439125
leaf_count=89 75 109 82 65 127 150 137 126 82 46 59 81 76 398 7018 43
internal_value=5.49198e-05 -0.0122705 0.00514021 0.000242784 -0.000183129 0.00680882 0.0117045 0.0222832 -0.00117834 0.0323064 -0.0154251 0.0164372 7.82696e-05 -0.000124277 8.75136e-05 -0.0230559
internal_weight=861.079 12.4314 6.82482 848.647 796.328 52.319 43.1009 23.84 19.2609 18.2864 9.21815 10.5569 790.123 782.897 776.764 8.70395
internal_count=8763 280 171 8483 7694 789 580 237 343 172 209 163 7567 7492 7416 180
is_linear=0
shrinkage=0.05


Tree=521
num_leaves=28
num_cat=0
split_feature=35 24 3 24 12 35 3 31 23 14 31 16 10 33 35 23 5 10 12 7 32 25 21 3 43 20 10
split_gain=0.820595 2.93441 2.55496 4.01462 3.17724 3.67754 2.67006 5.44146 5.07144 4.51938 2.90085 2.54864 3.54924 2.17312 1.76228 1.5621 2.65825 2.65059 3.49039 2.71254 2.5085 2.59189 1.97073 3.77961 1.73997 1.45587 1.42804
threshold=0.0095766070353945371 0.0094228780586235617 0.049190334407441819 0.012524467673562625 0.037516531510433743 0.019514813932373091 0.063749442269050619 0.0093898377930697104 0.041195980903843236 2.3295008561063399 -0.0088281796337112989 0.095691888083585017 53.35407844253988 0.011541036760530513 0.00922832043828903 0.11418448154779419 0.11943331422221885 77.038148357803763 0.049691637567672489 87.677508964939776 -0.0069012660328533239 -0.034377339404256309 -0.026835437960120171 0.13983441880511913 -0.5 0.26282306542008643 44.869814285552444
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 11 3 -3 5 -5 7 9 -8 -4 -10 12 13 -2 15 17 24 20 19 -19 -1 -22 -18 -24 -17 -26 -15
right_child=1 2 6 4 -6 -7 8 -9 10 -11 -12 -13 -14 26 -16 16 22 18 -20 -21 21 -23 23 -25 25 -27 -28
leaf_value=0.018317077402556961 -0.013623010761185628 0.029812098295487401 -0.020711154673630657 -0.010878240780336281 0.019896497006166376 0.016758063296708734 0.022598146449390351 0.013915320450600541 0.011730047071054715 0.0039152506889477091 -0.0043286323743143337 -0.027446531539675509 -0.025702447300115613 -0.0009328699730099581 0.014603515233866788 0.0018780225064177225 -0.016644184070324849 -0.010517083545739058 -0.029894006132416242 0.011579266900900931 -0.010872043410513172 0.00044792861500515954 -0.0085093352859748617 0.022071255415553354 0.035676039812787393 0.01262818333272224 0.016411707695708527
leaf_weight=19.102990619838238 24.382254481315613 16.386308193206787 64.664127558469772 43.035006858408451 19.857657633721828 16.520328119397163 24.646189108490944 22.046082235872746 34.050737582147121 25.671449296176434 157.43188620358706 15.94980728626251 18.13506343960762 38.58672384172678 21.572349831461906 17.160178646445274 14.882588043808935 44.827476941049099 15.867654636502264 19.852252751588821 51.784128457307816 1972.9124340228736 23.294403858482838 17.541344776749611 12.203728996217253 18.20084323734045 16.736154414713383
leaf_count=67 70 49 195 135 63 57 74 70 121 80 524 55 54 134 68 62 56 159 51 64 172 6058 91 55 52 74 53
internal_value=-7.70879e-06 -0.00176326 0.000137867 0.00732926 0.00259554 -0.00311302 -0.00194564 -0.00819928 0.00128526 -0.013661 -0.00144224 -0.00889015 -0.00578912 -0.00116912 0.000410127 0.000269784 0.00627175 -1.99515e-05 -0.00891301 -0.00365043 0.000328502 0.000155414 -0.00105838 0.0045265 0.0149475 0.0221296 0.0042441
internal_weight=2787.3 538.1 424.31 95.7993 79.413 59.5553 328.51 112.382 216.129 90.3356 191.483 113.79 97.8402 79.7051 2249.2 2227.63 103.283 2124.35 80.5474 64.6797 2043.8 2024.7 55.7183 40.8357 47.5648 30.4046 55.3229
internal_count=8763 1734 1368 304 255 192 1064 345 719 275 645 366 311 257 7029 6961 390 6571 274 223 6297 6230 202 146 188 126 187
is_linear=0
shrinkage=0.05


Tree=522
num_leaves=16
num_cat=0
split_feature=39 32 17 5 5 25 33 10 33 40 21 1 1 12 34
split_gain=0.797363 3.31883 2.88753 2.70753 2.37994 2.33059 1.38554 3.16984 2.62995 1.5451 5.21594 5.14682 3.82712 4.56456 1.51362
threshold=0.0019043132611811658 4.2403965976501805e-05 0.38381989538841577 0.017216765976106357 0.017421852893684833 -0.0030856002311541245 0.0050253463905245632 52.404634436774835 0.0055603398258832074 0.0053386755865712241 -0.023001379009827252 0.038814184444630986 0.024455802091719419 0.039375589083085465 0.00035616598475118893
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1 7 -2 14 10 -10 -12 -11 -14 -8
right_child=6 2 4 -5 -6 -7 8 -9 9 12 11 -13 13 -15 -16
leaf_value=-0.0033307006689015047 -0.0016943962067481615 0 0.0088571836579610461 0.029054160691890304 -0.017799889000636612 -0.026324786049072992 -0.0029684589343371534 0.027550924296740515 0.030573171958165165 0.024065342555035132 -0.0012721330984466492 0.0092115205501349835 -0.0065232586734462446 0.00033624611543661578 -0.024632106600033437
leaf_weight=23.331589289009571 23.432984057813883 16.330531362444166 13.720168985426424 15.156940996646879 20.55939981341362 21.854162719100714 16.845931842923164 14.907269902527331 15.946743220090864 15.64633536338806 418.47995518147945 162.14517616480589 284.53522267192602 1632.5806941352785 16.54694738984108
leaf_count=76 92 63 52 49 63 82 54 52 46 46 1296 497 886 5352 57
internal_value=-9.19482e-06 -0.00416004 0.0029453 0.0139082 -0.00699041 -0.0145958 0.000166097 0.00958865 2.28095e-05 0.000209062 0.00243456 0.001648 -0.00047537 -0.00067951 -0.0138941
internal_weight=2712.02 110.953 65.767 31.4875 34.2796 45.1858 2601.07 38.3403 2562.73 2529.33 596.572 580.625 1932.76 1917.12 33.3929
internal_count=8763 385 227 112 115 158 8378 144 8234 8123 1839 1793 6284 6238 111
is_linear=0
shrinkage=0.05


Tree=523
num_leaves=17
num_cat=0
split_feature=20 16 17 9 25 9 2 23 20 44 9 38 38 29 5 18
split_gain=0.759397 1.76048 1.34264 1.37372 3.31024 2.19495 3.21185 2.56333 2.0925 5.01164 2.86087 2.07291 3.225 2.36505 1.51564 0.107809
threshold=10.992867177945145 0.046168779681092502 2.8981618348204834 -8.5986285679773911 -0.00032149208245367257 -14.493175414620959 0.94677441765415449 0.058275854098924378 -0.84383119188773115 -0.78656609248549325 -6.2628414197538307 0.02623844789750918 0.031100848612983904 0.012305645190181959 0.022657455408289832 0.6601298356073545
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 11 14 -8 10 -10 -6 13 -13 -1 -7 -3
right_child=1 15 -4 4 8 6 7 -9 9 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.00016620171823150562 0.014805049654913022 -0.014340422545509577 -0.024990695698174976 0.038932192818564748 0.043912843323939493 0.0080054217480848289 0.032506776414196817 -0.0086528882509069507 0.028947297910050386 -0.022963584445782441 0 0.020846091413180799 0.0019309122283797794 -0.023294258824710742 -0.022981959995493403 -0.033658471468032421
leaf_weight=614.51966898003593 3.4348580073565227 2.4753344897180796 5.1400014627724877 7.5423094024881712 5.8657604046165934 4.2399760335683814 6.398641623556613 8.6869159340858442 6.5098986569792023 15.295453702099623 9.3638363499194366 29.631790173240006 96.332432079128921 11.167405405081807 29.555829409509897 4.5110929626971483
leaf_count=5907 43 54 96 67 56 38 41 108 64 199 91 252 1162 137 375 73
internal_value=5.5369e-05 -0.0132873 0.00022633 0.000388556 0.00892226 -8.14488e-05 -0.0103425 0.0085751 0.00258759 -0.00717615 0.0168489 0.000580481 0.00643318 -0.000590643 -0.0189347 -0.0278185
internal_weight=860.671 10.4213 850.25 845.11 44.5773 800.533 48.8814 15.0856 37.0349 21.8054 15.2296 751.651 125.964 625.687 33.7958 6.98643
internal_count=8763 170 8593 8497 477 8020 562 149 410 263 147 7458 1414 6044 413 127
is_linear=0
shrinkage=0.05


Tree=524
num_leaves=12
num_cat=0
split_feature=25 5 25 8 2 14 14 10 18 42 5
split_gain=0.810006 2.98175 2.0672 1.49609 1.37265 1.97097 5.04253 1.85139 4.30008 3.17518 1.52859
threshold=0.017308479585084698 0.076495906886290529 0.015784963283028548 118.98326876071918 1.0780525383030994 2.8985173673498852 3.0709694493388593 77.878397626631241 0.74324825442291564 0.9199391054260192 0.053858122009461232
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 7 -7 9 -9 -1 -6
right_child=1 3 -4 -5 10 6 -8 8 -10 -11 -12
leaf_value=-1.5714218478654848e-05 -0.019294496580116116 0.010519635193549533 0.015743229745762956 -0.0088226393562659579 -0.0016325387422645135 -0.032577459284001263 0.0044199984556288936 0.0054630786790946483 -0.015175061446455832 0.010071460463496855 0.019280910173051741
leaf_weight=2444.3658333383501 24.484078958630562 24.602442234754562 20.92102687805891 16.497607782483101 15.200284346938131 16.071467205882072 20.892350509762764 42.933843679726124 60.103646390140057 80.453451499342918 19.187792748212814
leaf_count=7620 78 96 68 64 54 49 66 148 205 252 63
internal_value=-6.36173e-06 -0.00549465 0.000124324 0.0026317 8.33549e-07 -0.000125579 -0.0115757 3.40117e-05 -0.00653009 0.00030412 0.0099138
internal_weight=2785.71 65.5841 2720.13 41.1001 2699.21 2664.82 36.9638 2627.86 103.037 2524.82 34.3881
internal_count=8763 238 8525 160 8457 8340 115 8225 353 7872 117
is_linear=0
shrinkage=0.05


Tree=525
num_leaves=19
num_cat=0
split_feature=19 42 15 0 38 9 15 11 16 39 29 30 0 0 15 28 40 21
split_gain=0.807709 3.27992 3.05837 4.71959 3.14923 3.13963 2.94367 2.57977 2.53724 2.44777 2.25505 1.89007 1.66867 2.97212 4.13152 2.8632 0.562454 0.503697
threshold=0.99938347718865661 0.9136086747752824 1.1068346815573638 0.84531574929560105 0.020039002774792095 -15.915680176845811 0.99222700655362428 0.82798242904394825 0.02013166576001307 0.0057817823629547011 0.029334262510806289 0.01753888354704141 0.89898160110639858 0.76846598629777729 1.0622313285401945 0.064036037562327397 0.0053124107877754482 -0.010079026747247316
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 6 7 8 -6 -2 -4 -5 16 12 -7 13 14 -1 -15 -9 -10
right_child=2 -3 3 4 5 11 -8 9 17 -11 -12 -13 -14 15 -16 -17 -18 -19
leaf_value=-0.00014874669523505711 0.0068912516701500354 -0.021396763537914181 0.033213591733285183 0.0048360860829710067 0.019776789527886869 -0.0016264457309085835 -0.018827459882640302 0.0069993172755599678 -0.026450894115302288 0.020909874316663364 -0.016086927426376282 0.016483315878107922 0.015008307222987903 -0.0097353130998011888 0.0098312334397906431 0.0079050279726399133 -0.0063285110580466658 -0.012507016454161286
leaf_weight=2057.3637102767825 17.189602434635162 18.236389741301537 15.636310085654257 15.985849969089029 25.549076184630394 114.82826075702906 30.113482996821404 16.206568673253063 14.798374131321905 27.832305438816547 21.929182145744562 16.348064370453358 18.239701554179192 133.29332049936056 109.06792698800564 27.402725100517273 15.184767700731753 15.696018964052202
leaf_count=6615 54 62 50 51 84 380 96 50 47 89 99 60 62 421 346 89 55 53
internal_value=-8.64587e-06 -0.000329252 0.00232599 0.00433818 0.00035713 0.00377139 -0.00938116 0.015063 -0.0110314 0.0101387 -0.00016395 0.000603262 -1.22592e-05 -0.000132777 0.000351813 -0.00669305 0.000393919 -0.0195015
internal_weight=2710.9 2385.53 325.369 278.066 203.206 156.725 47.3031 74.86 46.4802 59.2236 2367.3 131.176 2345.37 2327.13 2166.43 160.696 31.3913 30.4944
internal_count=8763 7694 1069 919 675 524 150 244 151 194 7632 440 7533 7471 6961 510 105 100
is_linear=0
shrinkage=0.05


Tree=526
num_leaves=18
num_cat=0
split_feature=8 44 8 39 4 33 4 18 12 20 18 10 37 33 8 44 33
split_gain=0.750129 1.70568 1.54969 3.22787 1.36539 2.44816 1.26787 1.2055 2.08283 3.42119 2.4744 1.36708 2.44152 2.01827 0.531816 0.410973 0.169092
threshold=-137.64420612246457 0.91597561503675351 -130.11806145988916 0.0093828648821999167 0.15550128973522606 0.0095147388842541109 0.10381497392224359 0.075886008153209714 0.04806280627451149 0.79542010756962711 0.048495430043879677 43.98208670458974 -0.010533677881803203 0.0076316311310877724 -97.471081785679232 -0.78656609248549325 0.014776703647222776
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 -1 14 8 9 -8 -10 13 -13 -9 -4 -6 -7
right_child=2 -3 6 -5 15 16 7 11 10 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.04232421258962011 -0.0086599261328379994 0.02470420959253955 -0.033181257366587856 0.054312444975129492 -0.010546703962682306 -0.030919700818635196 0.024813616200718192 -0.017751696197970974 0.0082636338639239977 -0.020678802802665919 0.055811221612159373 0.012827666595279322 0.0001428638119043255 -0.0018713726884268301 -0.0028214500937848819 -0.034074513083937857 -0.0047765112032977126
leaf_weight=2.3249968606978717 3.8944128453731528 2.8867449029348782 3.9196715857833624 3.8693228689953685 3.6543343206867611 2.1903415834531192 7.0867939554154935 23.248773213475943 8.0201929481700045 9.5944356657564622 4.356119902804493 40.53387603815645 585.01302035851404 148.31342024356127 2.8886383138597003 7.0003706677816755 1.618895632214844
leaf_count=39 68 42 86 37 51 63 50 263 106 129 34 366 5584 1612 43 140 50
internal_value=5.38236e-05 -0.00956444 0.000285975 0.0223802 -0.0158641 0.00218296 7.13824e-05 0.000255701 0.0102431 -0.00102132 0.025713 -0.000103345 0.000974718 -0.00406156 -0.0212512 -0.026643 -0.0214945
internal_weight=860.414 19.6757 840.739 7.76374 16.7889 6.13423 832.975 826.167 29.0575 16.6812 12.3763 797.109 625.547 171.562 6.80831 10.6547 3.80924
internal_count=8763 385 8378 105 343 152 8273 8144 319 179 140 7825 5950 1875 129 191 113
is_linear=0
shrinkage=0.05


Tree=527
num_leaves=20
num_cat=0
split_feature=38 15 27 10 27 27 39 7 10 27 44 19 28 28 32 29 8 41 28
split_gain=0.815882 3.33913 4.89217 3.90556 2.54064 6.54465 6.53275 2.63373 4.43001 4.12599 5.06895 4.21476 2.82357 2.5647 2.45326 3.14478 2.26761 1.78817 1.46684
threshold=0.00030233891926667594 1.0000000180025095e-35 0.00049153243620074906 39.847209981030979 0.003835105210087494 0.0016748044131788093 0.0077888386115400722 61.45013849328712 51.92733290305889 0.00038863776813643835 0.25881904510252057 0.36388514525307064 1.0000000180025095e-35 0.026460764265011937 -0.0038146186604034031 -0.0066969339000348396 -8.9017696877731822 0.0024746145403957719 0.019913795886151511
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 7 17 8 13 11 -11 -9 -10 -1 -5 -16 -17 -7 -4
right_child=1 3 18 14 -6 6 -8 9 12 10 -12 -13 -14 -15 15 16 -18 -19 -20
leaf_value=-0.00035870711959831215 -0.026446986011109921 0.019341948464244436 0.010927738279165232 -0.020770398509614017 -0.013162793168826133 0.014623241556000375 -0.0069971567368691508 -0.020497429436791156 0.02560314616317786 -0.0002077528108886984 -0.033040901996538377 0.003007661093131267 0.0052387843666838888 0.0086785026173582976 0.019720867092524592 -0.0054374117365326704 0.00016306552428676239 0.03606393734216428 -0.0084949097265024486
leaf_weight=778.04084523767233 30.481904178857803 24.863454312086105 17.587708190083504 14.830841571092604 30.881764933466911 17.299600079655647 19.273892730474472 22.483317919075489 28.763632044196129 22.624747321009636 25.087903842329979 122.07325173914433 43.629755027592182 87.133436560630798 19.068061321973801 211.75126861035824 1221.0322252884507 26.32878515124321 21.456496238708496
leaf_count=2500 94 73 54 48 94 52 57 72 100 67 75 384 131 274 57 640 3850 78 63
internal_value=-6.4195e-06 -0.000765898 -0.0114703 -0.00026284 0.000958406 0.00132929 0.0170153 0.000450136 0.00154748 -0.0048729 -0.0176094 -0.000625234 0.0134232 0.000546568 -0.000599889 -0.000388985 -0.000661462 0.0277295 0.000131978
internal_weight=2784.69 1561.07 69.5261 1491.55 1223.62 1192.74 62.9023 1129.84 937.568 192.269 47.7127 144.557 72.3934 865.174 1466.68 1451.85 1432.78 43.6284 39.0442
internal_count=8763 4879 211 4668 3884 3790 187 3603 3005 598 142 456 231 2774 4595 4547 4490 130 117
is_linear=0
shrinkage=0.05


Tree=528
num_leaves=23
num_cat=0
split_feature=41 15 18 5 28 27 1 38 2 28 31 32 39 5 1 40 3 33 11 27 39 29
split_gain=0.78268 1.95108 1.64691 0.89424 4.20591 7.20884 4.76428 3.43484 6.23404 4.73955 4.05481 3.67069 4.55029 3.19236 2.20493 1.59578 4.37283 5.0076 4.97445 3.95992 4.64688 3.47143
threshold=0.00012343902594122124 0.86705892440978005 0.46812474060499187 0.024713127901306982 -0.010719217791563306 -0.0010220223931217117 0.024848874846707059 0.0013228916524005154 0.53949560801796481 0.033596115193832397 0.00029786965242302449 -0.0011078730531970233 0.0047486520556894148 0.025343096839282559 0.030419477143077224 0.0053386755865712241 0.049190334407441819 0.0092065938890308237 1.048159383934322 0.006441813393943935 0.0037534145877437621 -0.0076639743196012513
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 11 10 -10 -9 -6 -13 14 -5 19 18 -18 -17 21 -21 -15
right_child=3 -3 -4 13 7 -7 -8 8 9 -11 -12 12 -14 15 -16 16 17 -19 -20 20 -22 -23
leaf_value=-0.0099301439076682398 0.01898907523506425 -0.020473449773927947 0.011492913629070609 -0.023269589352700831 -0.019886804129740702 -0.030248525817081869 -0.016881959132538839 0.045723282119487584 -0.00027708976872035609 0.026855805656263072 0.014482621735818471 -0.0014397682084599708 0.026192707936810961 0.014296710868238915 0.00034285023066355793 -0.003859602923649447 0.022607328108880817 -2.2211295209970176e-05 -0.02404955913634841 -0.0026215045775536171 0.023732861636384772 -0.0016129688535178035
leaf_weight=18.408181272447109 22.346324525773525 16.124109327793121 17.279252551496029 25.135490849614143 22.009182661771774 25.171392649412155 15.562738284468649 15.200158558785914 116.71316616237164 18.506172627210617 35.38834360986948 114.00633474066854 16.999433070421219 39.339887738227844 15.573455102741717 209.05097030103207 24.725457295775414 1574.8170992769301 35.863835826516151 26.601094752550125 43.474060110747814 261.24474743753672
leaf_count=60 67 54 56 88 77 96 54 51 368 53 110 380 49 117 52 635 77 5171 133 82 139 794
internal_value=-9.35052e-06 -0.0060914 0.000305955 0.000107561 0.00228148 -0.00953784 0.00412579 0.00449886 0.00906822 0.00341648 0.0240397 -0.00101941 0.00212495 -0.000277617 -0.0141353 -2.00603e-05 -0.000623943 0.000325858 -0.00684511 0.00297082 0.0136678 0.00045669
internal_weight=2709.54 51.8115 35.6874 2657.73 401.903 63.0805 37.9091 338.823 185.808 135.219 50.5885 153.015 131.006 2255.83 40.7089 2215.12 1844.46 1599.54 244.915 370.66 70.0752 300.585
internal_count=8763 170 116 8593 1305 217 121 1088 582 421 161 506 429 7288 140 7148 6016 5248 768 1132 221 911
is_linear=0
shrinkage=0.05


Tree=529
num_leaves=16
num_cat=0
split_feature=14 14 2 14 5 16 28 14 41 38 21 16 1 39 15
split_gain=0.755177 0.7825 6.37171 1.18142 2.36884 2.54855 3.20633 1.78995 4.31894 3.32252 2.87153 1.72363 8.24548 2.97049 1.13708
threshold=0.014095827087638851 0.039380734736271648 0.49777759234203939 0.16335768531905523 0.017216765976106357 0.023810733037368734 0.021273345396782831 0.42220808656236858 0.0050776140410023129 0.014005283736710063 -0.019719062689450784 0.018764801591739936 0.023446501085486529 0.0017791653042956224 0.60777614962323245
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 14 -7 8 9 -5 -10 13 -13 -9 -6
right_child=1 3 -4 7 5 6 -8 11 10 -11 -12 12 -14 -15 -16
leaf_value=-0.01637867313633749 0.050345520354514929 0.023163398655474704 -0.02127053802277416 0.0063233658578159191 -0.032601830704496113 -0.017919398663845343 0.015004860033647052 0.010528625200633666 0.0031218287642757448 0.029045289260182947 -0.026017137376384409 0.059361873896363465 -8.4099930016872439e-06 -0.009986092810896019 -0.0075664946583439384
leaf_weight=6.8275565244257441 5.8199466262012702 5.6586957015097132 6.3374197892844677 75.164591923356056 13.373918537050487 14.213306411169471 15.164927456527947 21.443002734333277 19.182583648711443 20.757826070301235 14.64034680277109 5.8109998311847439 534.40418790886179 93.404564359225333 7.8457288201898328
leaf_count=70 44 29 61 585 120 155 128 145 202 148 150 46 5915 907 58
internal_value=5.47776e-05 0.000194043 0.0127365 5.30898e-06 -0.00698131 -0.0104903 -0.000761163 0.000513319 0.00587963 0.0113176 -0.00938317 -0.000542665 0.00063184 -0.0061065 -0.0236587
internal_weight=860.05 853.222 12.1574 841.065 56.2566 50.5979 29.3782 784.808 129.745 95.9224 33.8229 655.063 540.215 114.848 21.2196
internal_count=8763 8693 105 8588 490 461 283 8098 1085 733 352 7013 5961 1052 178
is_linear=0
shrinkage=0.05


Tree=530
num_leaves=31
num_cat=0
split_feature=35 28 16 30 8 39 36 10 15 1 17 22 39 43 14 13 8 25 26 30 28 40 28 5 43 2 17 35 28 36
split_gain=0.790282 3.46181 3.35647 2.61276 2.55268 2.11546 3.22745 3.49154 4.2554 2.44439 3.22238 4.249 2.7913 2.27364 2.97727 2.09675 4.77532 2.09406 6.9104 2.69288 2.05466 3.88449 5.74776 4.65082 4.52776 3.75445 3.29135 3.04813 4.6583 3.05997
threshold=-0.0065857029544268966 0.0031661553528008028 0.019743125439713616 0.0036504616297093496 -104.62236596834869 0.0062467428714502024 -0.019391185184654599 28.31488771856645 -0.25350615110651048 0.061010650297386476 -1.974130465335981 -0.055287868586225426 0.0093122364404453085 -0.78656609248549303 1.7278990163852861 -1.3328111711090913 -72.120920865363402 -0.01593202488719252 -0.01386570260840693 0.00048796532340593038 -0.0023967633092303602 0.012750133015164828 -0.095628449592824114 0.086200684833536032 0.91597561503675362 0.33200529274671281 -0.31691000561492727 -0.0050934269848764138 0.024392517608340762 -0.0066068063847696248
decision_type=2 2 2 2 2 2 2 2 2 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 17 -2 6 -1 -8 -9 13 11 -11 -12 -7 -15 -5 -17 18 -4 -19 21 23 -23 24 -6 -22 -24 28 -27 -29
right_child=4 2 3 15 20 9 7 8 -10 10 12 -13 -14 14 -16 16 -18 19 -20 -21 25 22 26 -25 -26 27 -28 29 -30 -31
leaf_value=-0.027780503783927119 -0.01332728221444936 -0.011650487033213945 0.024890951001289303 -0.01456994283335708 0.0010637914264502943 0.02412309999889934 0.017773283903109043 -0.030169025771655117 -0.0019926063152213261 -0.0057668537892076252 -0.021785447899473592 0.021655514565849295 -0.0026924806079522625 0.015875695324422467 -0.0078316464076724924 0.025419315443324722 0.0010655122525656334 0.0084745942653669144 -0.0165411402742861 0.029431067674839741 -0.021470381738525959 0.008121232771339441 0 0.027963218631906889 0.015667696371140287 0.0016970871107437066 -0.030513214800904909 0.0069879012383409905 -0.024024959361464118 -0.0011282056184494856
leaf_weight=16.711656332015991 37.784038752317429 25.637012481689453 20.22017177939415 14.80619068443775 454.72387424111366 17.634487316012383 15.337465420365332 17.132293969392776 62.457753345370293 30.747179508209229 27.639181546866894 25.678642645478249 64.370931409299374 24.861239641904831 27.853143811225891 24.015050694346428 124.98260031268001 31.402147397398949 19.744099527597427 31.78531987965107 22.450614862143993 28.791363939642906 12.824510619044302 18.979118838906288 60.15766704082489 34.78857296705246 27.980270773172379 127.35754530131817 34.820046663284302 1299.5329062826931
leaf_count=50 120 78 70 46 1453 53 47 51 189 101 89 88 229 76 85 72 392 96 57 91 74 103 48 79 201 104 109 382 105 4025
internal_value=-6.02896e-06 0.00156086 0.00552513 0.00719706 -0.000460299 -0.00193501 -0.00753716 -0.00389529 -0.00815076 0.000902895 -0.00271004 0.00664048 -0.00849958 0.00859018 0.00326347 0.00322801 0.00503875 0.0134422 0.00430669 0.0191252 -0.000228262 0.00223677 -0.00884456 0.00369213 0.0027825 -0.00121096 -0.0209282 -0.00090227 -0.011114 -0.000399857
internal_weight=2783.21 623.017 292.593 266.956 2160.19 330.424 111.639 94.9275 79.59 218.785 148.436 56.4258 92.0101 70.3489 52.7144 163.804 148.998 103.152 39.9643 63.1875 2122.41 603.457 69.5961 533.861 514.882 1518.95 40.8048 1496.5 69.6086 1426.89
internal_count=8763 1960 902 824 6803 1058 337 287 240 721 507 189 318 214 161 510 464 314 127 187 6683 1993 260 1733 1654 4690 157 4616 209 4407
is_linear=0
shrinkage=0.05


Tree=531
num_leaves=14
num_cat=0
split_feature=10 10 7 0 40 25 30 42 30 43 31 1 21
split_gain=0.830125 1.07019 1.90047 2.82356 1.64863 1.76631 1.44309 3.29554 2.21182 3.30412 2.59429 1.55468 1.29585
threshold=88.691940183317357 83.680642714758449 91.871612189849472 0.84531574929560105 0.0052552783282249528 0.017308479585084698 0.019355253826579967 0.78061261847618235 0.013839707982852459 -0.37940952255126059 0.013692710503463171 0.15430921885259352 0.0074842390184609317
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -3 12 8 -8 10 -10 -1 -9 -6
right_child=-2 4 3 -5 5 -7 7 11 9 -11 -12 -13 -14
leaf_value=-2.0819321095943066e-05 -0.011104412704936876 0.023342174382797284 0.0044071065828823397 -0.025237824984369918 0.0053192969923283413 0.017511598606883817 -0.0075015899619723242 0.023134218232498734 -0.019918350729852641 -0.00070810052903344447 0.013881037971494526 0.0029268021015827167 -0.015350271528873041
leaf_weight=2403.8759439662099 16.660132996737957 11.960387878119944 13.933546841144564 18.027460053563118 15.624676778912546 13.14537652209401 23.452968508005142 26.510590493679047 34.495894998311996 65.068741023540497 33.925204336643219 15.821491882205008 14.179044157266615
leaf_count=7711 68 40 45 65 51 52 78 88 118 222 103 61 61
internal_value=-9.71448e-06 5.755e-05 -8.46626e-05 -0.0121846 0.00696099 0.00223941 6.24398e-05 0.00736934 -0.000125315 -0.0074273 0.000171154 0.0157243 -0.00436544
internal_weight=2706.68 2690.02 2635.11 31.961 54.9095 42.9491 2603.15 65.7851 2537.37 99.5646 2437.8 42.3321 29.8037
internal_count=8763 8695 8491 110 204 164 8381 227 8154 340 7814 149 112
is_linear=0
shrinkage=0.05


Tree=532
num_leaves=23
num_cat=0
split_feature=39 38 19 41 8 18 10 25 41 41 35 40 27 9 15 33 36 5 20 32 29 36
split_gain=0.735666 1.84026 3.21773 2.57631 2.16202 2.78541 2.01858 1.69536 1.56631 1.47412 1.5347 3.80427 4.00858 1.98226 4.79337 2.25995 1.43135 1.19284 0.893996 0.826113 0.635935 0.372198
threshold=0.011662877357767392 0.027751169402414847 0.91350599818813139 0.0074198554175558809 -87.686548223711938 0.048495430043879677 58.502880408221323 0.020998917468899574 0.018367720430647078 0.016087253983925572 0.016468361498650722 0.0059630410797231869 0.0032676778791808797 -32.491354632117151 0.90948564815656885 0.0065650454199804092 0.027069061842374679 0.050503567592063675 -1.2953495665006336 0.0022494030388126285 -0.020863756603086477 -0.020630547844875276
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=8 4 3 -3 5 18 -5 -4 9 10 13 -12 -13 14 -1 -15 19 -10 -2 21 -7 -6
right_child=1 2 7 6 16 20 -8 -9 17 -11 11 12 -14 15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00044156490162855001 0.0035430935824352773 0.034273474153443929 -0.033586879660975226 0.017897112045631863 -0.014847756842969479 0.040007856169617405 -0.032549338638308431 0.0059503118849145087 0.040796668541969359 -0.022534075206074519 0.03460795373315366 0.022179527506268257 -0.015646258235406774 0.0076838029360924076 0.020259294606178074 -0.0058057150691833148 0.0067013921753045049 0.0028823732279310427 -0.032667444545003685 -0.0052366136992536873 0.0084078083431796558 -0.034759530610145764
leaf_weight=461.04496710002422 2.3807437689974904 10.11731102969498 6.2005439065396768 4.4672520337626329 4.3400533655658426 3.6431055516004562 3.3626671908423305 4.3885251972824335 4.1080947294831258 6.9240898084826759 11.183676226064561 12.00808526389301 16.507396502420306 36.200032971799374 32.626362577080727 205.35359589383006 3.8507955111563197 4.7374151451513171 4.2926885895431024 4.7483970317989579 3.7476480063050985 13.235805526375772
leaf_count=4273 49 95 153 53 88 59 74 79 28 99 94 125 212 258 243 2133 61 74 128 78 44 263
internal_value=6.12238e-05 -0.00488825 0.00469014 0.0176878 -0.0117997 0.00369915 -0.00327455 -0.016831 0.000498622 0.000254093 0.000467042 0.0100307 0.00012958 -4.38504e-05 0.00176527 -0.0037611 -0.0203 0.021309 -0.0191496 -0.0251897 0.024978 -0.0302374
internal_weight=859.469 68.7755 28.5363 17.9472 40.2392 14.0642 7.82992 10.5891 790.694 781.848 774.924 39.6992 28.5155 735.225 493.671 241.554 26.1751 8.84551 6.67343 22.3243 7.39075 17.5759
internal_count=8763 1224 454 222 770 280 127 232 7539 7437 7338 431 337 6907 4516 2391 490 102 177 429 103 351
is_linear=0
shrinkage=0.05


Tree=533
num_leaves=19
num_cat=0
split_feature=35 34 35 36 8 28 35 1 5 32 16 21 3 15 41 3 28 36
split_gain=0.788673 2.85899 2.80833 1.88251 4.44056 2.78526 1.63455 1.49028 2.47779 2.4715 2.65864 1.86366 3.47363 1.74904 1.65607 1.46345 1.40817 1.25062
threshold=0.0095766070353945371 -0.0095492541919631174 0.010065709658949375 -0.0021767493697487646 -31.029249773003965 0.011710765455734431 0.00922832043828903 0.14273060193474266 0.11943331422221885 -0.0069012660328533239 0.091526355304343221 -0.026835437960120171 0.13983441880511913 1.0078424451911552 7.2174832749260042e-05 0.070246905176280641 -0.047970953984325417 -0.0089427450944395952
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 17 -5 -6 7 9 13 -1 14 -10 -13 16 -11 -12 -9 -4
right_child=1 2 3 4 5 -7 -8 8 11 10 15 12 -14 -15 -16 -17 -18 -19
leaf_value=0.017892887233271853 -0.024286298980600692 -0.018464820055919571 0.00054317671845325666 -0.028506672007317241 0.0057233494074855826 -0.0028766608504210162 0.014087302739783154 0.0057324517810732412 -0.016087486315291919 0.012520763726772145 -0.0011328154536998116 -0.008013972017777064 0.021390127230849452 -0.00036064871060551132 -0.00011933104367660733 -0.023261022061459587 0.027955090117785193 0.019709265721571372
leaf_weight=18.985930971801281 13.613280415534971 22.276115067303181 16.737538889050484 14.330037072300909 133.69734030216932 317.10406797751784 21.523268342018127 11.457252055406569 14.879536241292952 26.143426798284054 13.085434228181837 23.135932542383671 17.435199320316315 13.409477293491362 2042.716114282608 19.036030814051628 22.344940446317196 18.481325566768646
leaf_count=67 46 68 61 46 438 1015 68 43 56 82 49 91 55 53 6309 64 92 60
internal_value=-7.67172e-06 -0.00173196 -0.00113037 -0.000345093 -0.00119956 -0.000314303 0.000402177 0.000266777 0.00614733 -1.59153e-05 -0.000180975 -0.000938153 0.00452085 0.0145594 3.8578e-05 -0.0144332 0.0206093 0.0107696
internal_weight=2780.39 536.24 522.626 500.35 465.131 450.801 2244.15 2222.63 102.662 2119.97 2100.98 55.4507 40.5711 47.2117 2068.86 32.1215 33.8022 35.2189
internal_count=8763 1734 1688 1620 1499 1453 7029 6961 390 6571 6504 202 146 188 6391 113 135 121
is_linear=0
shrinkage=0.05


Tree=534
num_leaves=24
num_cat=0
split_feature=10 19 1 28 33 0 8 8 36 44 43 41 7 38 18 4 2 1 40 10 37 10 0
split_gain=0.786459 0.991033 2.92087 3.28827 2.74409 2.72439 2.75702 4.12564 3.7607 3.42991 2.48075 2.39015 2.05783 1.94745 2.11789 1.93444 1.509 3.50602 4.20787 2.4078 4.5669 2.46919 1.31372
threshold=88.691940183317357 0.99938347718865661 0.084640416540228927 0.078750787220749449 0.012376823431944033 0.7651652557199623 86.400812215483981 71.139397353567048 0.013170015607110621 -0.70710678118654757 0.12940952255126045 0.0052945727550245342 80.913777658546294 0.058608036847904062 1.0684001398747835 0.91505395683453294 0.63283643649016252 0.028998293817307317 0.0060671427513190887 63.109029820642206 0.011488096368276303 61.790776607275255 0.84923144762386082
decision_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 5 3 4 10 16 7 -7 -9 22 -3 -11 -6 -4 15 -15 19 -18 -19 21 -21 -1 -8
right_child=-2 2 13 -5 12 6 9 8 -10 11 -12 -13 -14 14 -16 -17 17 18 -20 20 -22 -23 -24
leaf_value=-0.0001677763735817034 -0.010824810876754919 0.0041839078090009137 0.022448466010695514 -0.019265044936520741 0.0019348408326262886 0.0066043912971874277 -0.0074874441044236991 -0.033297258166296119 -0.0034729087697696311 0.0066553424397538382 -0.0078500938493870163 -0.010143969076519876 0.026687542788918925 0.0078590230854149526 0.018772025087626522 -0.016188280667971958 -0.015393952814596656 0.013333199059238757 0.00094950551589143169 -0.001046976102691834 -0.02414812041009972 0.013439034774064893 -0.027522337853197854
leaf_weight=1667.8466607369483 16.610491938889027 103.37200366705656 25.434029087424278 20.341528937220573 17.062025412917137 16.603148110210896 22.593414083123207 28.758476093411446 17.348204884678125 83.327225632965565 72.8122763261199 28.125993266701698 17.414382487535477 20.210486561059952 19.09455843269825 14.02239630371332 23.509098693728447 96.333848312497139 241.24622606486082 75.674701064825058 30.011082626879215 33.915599048137665 13.794423677027224
leaf_count=5430 68 318 80 66 53 54 74 95 61 264 253 91 53 73 66 49 72 289 768 231 95 107 53
internal_value=-9.71022e-06 5.56411e-05 0.00271696 -9.7949e-05 0.00173738 -0.000288868 -0.00571846 -0.0145071 -0.0222155 -0.00194949 -0.000762694 0.0023658 0.0146233 0.011026 0.0054527 -0.00186401 0.000236244 0.00318806 0.0045011 -0.000350843 -0.00767079 0.000101239 -0.0152742
internal_weight=2705.46 2688.85 309.764 231.002 210.661 2379.09 210.551 62.7098 46.1067 147.841 176.184 111.453 34.4764 78.7615 53.3274 34.2329 2168.54 361.089 337.58 1807.45 105.686 1701.76 36.3878
internal_count=8763 8695 1011 743 677 7684 692 210 156 482 571 355 106 268 188 122 6992 1129 1057 5863 326 5537 127
is_linear=0
shrinkage=0.05


Tree=535
num_leaves=16
num_cat=0
split_feature=20 38 17 9 25 8 7 9 2 7 37 4 18 10 5
split_gain=0.720898 1.49705 1.28759 1.28843 2.97636 2.46005 4.28562 2.08165 3.01313 2.1662 4.93905 2.57182 2.03612 1.60845 1.45266
threshold=10.992867177945145 0.032222374593141041 2.8981618348204834 -8.5986285679773911 -0.00032149208245367257 118.98326876071918 89.465500686558627 -14.493175414620959 0.94677441765415449 75.409521197435581 0.00049875567715751423 0.79638417617437607 1.1083198661463991 78.736889760808666 0.022657455408289832
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -5 6 -6 9 14 11 -11 -1 -7 -10 -9
right_child=1 -3 -4 4 5 12 -8 8 13 10 -12 -13 -14 -15 -16
leaf_value=-0.0012026302563554008 0.0038855531142913454 -0.033442304358995166 -0.024711986527120842 0.036679237309538114 -0.034662169217709926 0.028213563520337572 0.012664222319844107 0.0076403935876682601 0.025809290257869107 0.05295576574405856 0.0043752613774248076 0.017793090646495233 -0.0060170519829167305 -0.0063942171393795424 -0.022642924578939613
leaf_weight=604.96120170690119 5.5284554241225106 4.7451979797333479 5.0373259708285323 7.7363192504271856 9.0594092626124638 11.677000746130945 9.7374047432094795 4.2658307589590541 6.929054480046033 5.3979475731030098 122.06764678936452 18.240379649680108 6.502227257937192 8.1931733814999443 28.907059771940112
leaf_count=6085 87 83 96 67 126 107 108 38 57 51 1143 179 69 92 375
internal_value=6.31185e-05 -0.0130296 0.000229013 0.000386765 0.00863765 0.00255268 -0.00994358 -6.97454e-05 -0.0101263 0.000571856 0.00651166 -0.000635861 0.0157307 0.00810568 -0.0185871
internal_weight=858.986 10.2737 848.712 843.675 44.7124 36.976 18.7968 798.962 48.2951 750.667 127.466 623.202 18.1792 15.1222 33.1729
internal_count=8763 170 8593 8497 477 410 234 8020 562 7458 1194 6264 176 149 413
is_linear=0
shrinkage=0.05


Tree=536
num_leaves=9
num_cat=0
split_feature=24 32 44 32 12 39 34 39
split_gain=0.791875 2.29551 1.76619 1.27176 1.36393 1.12623 4.12852 3.29803
threshold=-0.022162966821130444 -0.0069012660328533239 0.1294095225512602 -0.0058013603888261078 0.16588794128351 0.0099226339083083107 -0.014461573159235961 0.0101009348105512
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 -5 -7
right_child=1 3 -4 4 -6 7 -8 -9
leaf_value=0.0013084015508498313 0.017118105630835916 -0.013996779612550506 -0.019222493889384629 0.019968842560124676 0.013489390952789169 -0.021757397770241067 0.00018048541590485605 -0.001367818436980127
leaf_weight=25.915321618318558 19.563875146210194 16.094255864620209 17.019451498985291 26.587086886167526 18.667303830385208 20.770650565624237 2211.2618831433356 423.16579038649797
leaf_count=80 73 57 60 86 76 65 6857 1409
internal_value=-8.2589e-06 9.57848e-05 -0.00673967 -2.55907e-05 5.6339e-05 -3.58006e-05 0.0004187 -0.00233774
internal_weight=2779.05 2736.11 42.9348 2716.55 2700.45 2681.79 2237.85 443.936
internal_count=8763 8623 140 8550 8493 8417 6943 1474
is_linear=0
shrinkage=0.05


Tree=537
num_leaves=25
num_cat=0
split_feature=31 31 27 12 32 29 44 27 26 39 13 8 44 3 39 24 12 38 21 33 10 11 37 43
split_gain=0.80514 4.12983 3.82256 3.45742 3.20739 4.11086 3.00575 3.87706 4.95001 3.13272 2.99925 3.00164 3.23627 2.58657 1.97022 1.62411 4.96051 3.12139 6.34889 2.43602 2.76006 2.32636 2.08968 1.93345
threshold=0.004329149762212753 0.0037440011830894853 -0.0012126654167657922 0.035629592936382452 -0.0010276433055943434 0.0025353665781595596 0.60355339059327384 0.0062661019931066738 0.0075237078087421186 0.0035111092375820483 -1.5588058806432821 -90.879253839170232 0.60355339059327384 0.039665039861642333 0.0060289228566394243 0.021774850304800801 0.048219054617710096 0.035554267047521078 -0.013533089201255634 0.014308288409639077 63.302351480952481 0.96565404527904375 0.012987371863242394 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
left_child=1 15 -2 6 -3 -6 7 9 -9 -4 -5 -12 -13 -8 -7 17 -17 21 -19 -18 -21 22 -1 -23
right_child=2 4 3 10 5 14 13 8 -10 -11 11 12 -14 -15 -16 16 19 18 -20 20 -22 23 -24 -25
leaf_value=0.00044328939675288101 -0.021952016415818582 -0.0024240757214599768 -0.031231985378648339 0.020344979353494427 0.038461902725454626 -0.003355177360276719 -0.0075688852239862228 0.02808037341405268 -0.0062674832949039319 -0.0026288467506629461 -0.014957449163827083 -0.0016771600302208747 0.0055577424506557038 -0.036081295915176906 0.020540687972847627 -0.024747013975051146 0.018250150490476697 0.030275017130990622 -0.0078437484887855149 0.0056459369003786274 -0.021392197251312417 0.021176381124994526 -0.0050501993647226739 0
leaf_weight=1374.8007165268064 21.660350255668163 25.509768754243851 16.930151879787445 18.512129545211792 17.888690620660782 16.75038406252861 17.077782988548279 16.555066227912903 27.860923312604427 22.88198983669281 31.889720365405083 467.4787583053112 230.49538235366344 15.862537249922751 17.003709405660629 26.066798806190491 15.74136497825384 24.76077788323164 19.128804311156273 23.532817736268044 15.434731446206568 23.452812887728214 197.83900751918554 19.218259438872337
leaf_count=4459 88 78 56 56 54 53 54 49 93 79 99 1513 716 53 53 94 50 81 60 88 53 73 640 71
internal_value=-9.99672e-06 0.000590963 -0.00124642 -0.000720004 0.0119036 0.0190687 -0.00870508 -0.00361523 0.00645691 -0.0149654 0.000524485 1.21934e-05 0.000705348 -0.0215181 0.00855985 8.58182e-05 -0.00682944 0.000425882 0.0135676 0.00164599 -0.00496301 6.48944e-05 -0.000244893 0.0115729
internal_weight=2704.33 1817.13 887.205 865.544 77.1526 51.6428 117.168 84.2281 44.416 39.8121 748.376 729.864 697.974 32.9403 33.7541 1739.98 80.7757 1659.2 43.8896 54.7089 38.9675 1615.31 1572.64 42.6711
internal_count=8763 5907 2856 2768 238 160 384 277 142 135 2384 2328 2229 107 106 5669 285 5384 141 191 141 5243 5099 144
is_linear=0
shrinkage=0.05


Tree=538
num_leaves=14
num_cat=0
split_feature=28 36 33 27 43 34 20 20 44 28 30 27 41
split_gain=0.731076 1.55566 2.52053 1.51568 1.29222 1.27754 1.2113 1.25148 1.74914 1.60446 2.53694 2.06901 0.186808
threshold=0.1057500343987043 0.014797555916272966 0.01675111049979865 0.01864132242979764 -0.37940952255126059 0.0028511899345360363 -26.062426785557836 -4.9167205602467989 -0.70710678118654757 0.06493371896546514 0.012279075527426365 0.0047644980896768318 0.0017338406274355757
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 -1 8 -8 10 -9 -11 -10
right_child=1 2 -4 4 -6 -7 7 9 12 11 -12 -13 -14
leaf_value=0.021790665705556315 0.030799529454414821 0.026709017287413345 -0.025702898231462535 -0.021238100069649726 -0.033291506173507561 0.020215802059535961 0.0082045830442757962 0.00025098278457680925 -0.015239914183659284 0.010650396421146263 0.018376152747405065 -0.016740899355639396 -0.033990565398417417
leaf_weight=6.3099590037018052 5.8923495858907691 4.0634526312351209 4.9761682730168104 3.9220557902008295 6.2157862829044443 3.3185727689415216 5.1000419538468114 753.19457884598523 3.7187192533165199 8.8498233454301936 19.736738440580666 27.761065005790442 5.6892776396125555
leaf_count=58 60 29 81 59 166 51 54 7317 40 94 199 464 91
internal_value=6.23717e-05 0.010996 -0.00156139 -0.000126462 -0.0167134 -0.00154096 0.000138297 -2.40573e-05 -0.014534 0.000231567 0.000722593 -0.00997252 -0.0273431
internal_weight=858.749 14.932 9.03962 843.817 13.4564 7.24063 830.36 824.05 14.508 809.542 772.931 36.6109 9.408
internal_count=8763 170 110 8593 276 110 8317 8259 185 8074 7516 558 131
is_linear=0
shrinkage=0.05


Tree=539
num_leaves=16
num_cat=0
split_feature=16 33 38 5 40 3 25 32 4 38 31 40 25 40 40
split_gain=0.764192 0.948031 3.6688 5.03424 3.05823 2.53644 2.22893 3.10572 2.15708 2.06099 1.9445 1.91831 3.95263 2.20092 2.86922
threshold=0.0070184647095794042 0.0057491810229724606 0.0070610221365601253 0.016913789512658029 0.0032736909565163354 0.026017095402800835 -0.0036792893985984052 0.00026953966875201807 0.40115329077367667 0.011366106297672209 0.0012611196342824913 0.0035649024003656746 -0.0019274695647062674 0.0037295817366686996 0.0040381606014398786
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 8 -5 -2 -8 -3 -4 -10 12 -6 -13 -15
right_child=1 4 9 5 11 -7 7 -9 10 -11 -12 13 -14 14 -16
leaf_value=-0.010592263195184911 -0.016590593879154753 0.002547985110507937 -0.02469155582453491 0.039443452978030986 0.022038651713620027 0.012532280990375115 0.019661495552861129 -0.011849464282008833 -0.0088715667021503023 0.00062422096773752226 -0.033278131531800585 -0.013277691497531496 -0.0040905660685514626 0.010511124085731835 -0.00021266388182731371
leaf_weight=16.853927813470364 15.330479085445402 16.250082984566689 13.441156581044195 15.113521352410315 29.144870936870575 22.879921838641167 18.717379480600361 13.098351784050463 20.43397069722414 18.868529502302408 14.530351586639879 31.21375136077404 28.08034659922123 63.905310451984406 2440.1190394796431
leaf_count=70 52 51 54 55 88 69 70 53 77 73 56 92 89 190 7624
internal_value=-7.75083e-06 5.54275e-05 0.00445036 0.00992083 -0.000138094 0.0234441 -0.000897773 0.00653547 -0.0122262 -0.00979681 -0.0192229 9.92419e-05 0.00914508 -0.000103321 5.94305e-05
internal_weight=2777.98 2761.13 117.449 85.1397 2643.68 37.9934 47.1462 31.8157 51.2144 32.3097 34.9643 2592.46 57.2252 2535.24 2504.02
internal_count=8763 8693 426 299 8267 124 175 123 184 127 133 8083 177 7906 7814
is_linear=0
shrinkage=0.05


Tree=540
num_leaves=31
num_cat=0
split_feature=31 31 28 5 1 44 21 35 28 3 35 30 32 19 43 7 14 25 21 36 38 30 25 44 19 33 24 31 24 25
split_gain=0.763464 3.85736 3.83313 6.07087 6.55511 8.08769 5.28401 3.89086 5.28592 3.23897 3.0969 3.05026 2.99188 4.20048 2.78637 3.1252 2.66588 2.61183 2.26211 2.15731 2.07779 3.20022 1.81546 2.4519 2.11897 4.22976 3.86629 3.36552 1.98093 5.533
threshold=0.004329149762212753 0.0037440011830894853 0.027632564409963287 0.028745838673264603 0.045726484167130439 -0.5 -0.029085861584053026 -0.0075326741442656711 0.030419417970884346 0.064073036928041407 -0.0048322158742885027 0.0060036265348866564 -0.0010276433055943434 0.91126947204091002 -0.60355339059327362 39.325095242722085 0.65504242685248404 -0.0040208727326825752 -0.015949256185314144 -0.0099896748319406297 0.021170411432135831 0.0045671105834999863 0.011763348564739264 1.0000000180025095e-35 0.92032828282828472 0.013024432399982641 0.021774850304800801 0.00081312096438097739 0.0058593568555128286 -0.00090255714642008581
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 20 5 -5 -6 14 -9 -8 16 -12 -3 18 -4 -16 -10 -17 -14 -7 21 -2 24 -24 28 27 -27 -26 29 -1
right_child=2 12 7 4 6 19 9 8 10 -11 11 -13 13 -15 15 17 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00020954964877172621 -0.011609816742525118 -0.0023102636236882047 -0.022499916521463242 -0.015310520280717275 0.019472743689739887 0.038708434161207776 -0.0060803335299494977 0.028646555600817733 0.027509393665259785 -0.024104021291199318 -0.0098343806572455585 0.0019239249159883028 0.014510154648641319 -0.00056401144662328534 -0.021867708981371664 0.010509990996680867 0.0023433566631988179 -0.0098567393708614004 0.04140624465557978 0.013342137551574535 -0.0065165710460455663 -0.042167874186920931 0.00013373924502515204 -0.027354522340378419 -0.0044798655846132488 0.032631763492502505 0.00030800551787294356 0.0089882555244002738 -0.0034192924714811753 0.014284024956234632
leaf_weight=1018.49812027812 16.346650585532188 25.494077280163765 25.188104711472988 17.302845805883408 14.776702180504797 17.619741663336754 76.28924460709095 18.540276870131493 20.30938395857811 37.826126053929329 63.340671896934509 420.63340521231294 15.611422896385191 18.24165940284729 17.820822514593601 36.529413640499115 22.75321289524436 27.377375513315201 17.641485035419464 17.752603024244308 16.415827915072441 19.57195021212101 18.345536705106497 13.951537445187567 101.09347975999117 23.366157978773117 15.795246154069899 85.233395233750343 392.37121450155973 70.261088527739048
leaf_count=3350 57 78 87 58 48 50 235 57 58 131 200 1358 46 58 62 117 77 91 56 50 51 69 70 46 333 75 52 264 1254 225
internal_value=-9.79175e-06 0.000575508 -0.00121443 -0.00670678 -0.00234663 0.0124613 -0.00844202 0.000747499 0.00246399 -0.0121143 0.00152819 0.000373 0.0115206 0.0184562 -0.00795893 -0.00339433 0.0143644 0.00170509 0.0290105 0.0261921 -0.0217051 -0.0284705 8.74148e-05 -0.011634 0.000312835 0.00482872 0.0197557 0.00165569 -0.00037157 0.000722401
internal_weight=2702.3 1815.9 886.394 233.902 181.567 52.6752 128.892 652.493 545.577 114.115 527.037 483.974 76.9886 51.4946 106.916 81.7276 43.0626 63.9068 33.2529 35.3723 52.3344 35.9186 1738.92 32.2971 1706.62 225.488 39.1614 186.327 1481.13 1088.76
internal_count=8763 5907 2856 749 572 158 414 2107 1750 366 1693 1558 238 160 357 270 135 208 102 100 177 126 5669 116 5553 724 127 597 4829 3575
is_linear=0
shrinkage=0.05


Tree=541
num_leaves=27
num_cat=0
split_feature=43 39 8 14 14 44 2 18 28 43 25 8 41 8 10 15 2 35 28 38 40 41 1 25 13 27
split_gain=0.719548 2.76279 2.35451 2.64186 5.79422 3.83585 3.82465 3.94536 2.53187 2.40245 2.02721 2.22072 3.10236 4.78771 2.71336 2.67424 2.41516 3.6751 2.44428 2.33868 2.01776 1.19407 1.08922 0.561069 0.262588 0.103184
threshold=1.0000000180025095e-35 0.0015659776484558553 -134.26713852125661 1.4095922668272038 1.5611677997151565 -0.9159756150367534 0.68331727941668807 0.44041628133342475 0.1057500343987043 0.60355339059327384 -0.039949445584432461 80.564214871396274 0.0038959406879983676 93.851965615516647 70.359029943855333 1.2335554779826619 0.83875425938822545 -0.00093600842907121107 0.077350019526010963 0.049475856048211371 0.0063280649083089771 0.0015936274051570115 0.071605169542729538 -0.0023064079142882084 -2.2026251676155466 0.01381502685375023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 23 22 6 5 -5 7 -4 -8 -6 24 16 14 -14 21 -15 18 -18 19 -12 -16 -13 -3 -2 -1 -20
right_child=1 2 3 4 9 -7 8 -9 -10 -11 11 12 13 15 20 -17 17 -19 25 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0066306485985005506 -0.011527143070554564 -0.034061984751841301 -0.0081110629497501713 -0.0097704327997710783 0.0082093421598842913 0.036599040464244482 -0.02583031758392193 0.0044732435745791083 0.014909683565424894 -0.012348600100219809 0.0026634203936706027 -0.013135038817105819 -0.034093287008359216 0.023969944431617415 0.0098097121002131624 -0.00046961511160112488 -0.0073087413731357746 0.039671121395284559 -0.033411441820600948 0.030460831756894614 -0.022666490283850021 -0.035548366517071057 0.0036290268517422627 -0.035726305422550848 -0.03301610339270114 -0.014202002790265967
leaf_weight=1.9153854944743214 5.2547449339181185 7.4771321504376811 102.25815671309829 5.3996999152004745 30.577951284125447 21.134734937921166 24.63013944262639 158.79526204708964 4.2765860874205819 26.274884962011129 325.91345198871568 12.764545224606993 7.1232528756372622 18.905395776964724 14.473844105377795 26.276951749809086 6.432735417038205 10.802966593764721 4.067895100452005 7.6929440293461075 7.0040737278759471 13.266808610409496 2.2344539542682469 6.3767797052860242 4.534423599485307 2.5231408230029047
leaf_count=59 46 159 1156 53 385 197 369 1486 38 367 2816 131 116 179 104 285 53 85 75 84 86 150 58 66 108 52
internal_value=6.54171e-05 -0.00149734 -0.000751701 -0.000102828 0.00772081 0.026974 -0.00237189 -0.000438272 -0.0196001 -0.00120884 0.00140643 0.00181191 -0.00475702 0.00356654 -0.0140142 0.00967643 0.00366111 0.0219078 0.0027158 0.00332835 -0.000605211 -0.0248416 -0.0249318 -0.0254116 -0.0261647 -0.0271272
internal_weight=858.388 394.691 383.059 373.347 83.3873 26.5344 289.96 261.053 28.9067 56.8528 463.698 457.248 99.8149 52.3056 47.5093 45.1823 357.433 17.2357 340.197 333.606 21.4779 26.0314 9.71159 11.6315 6.44981 6.59104
internal_count=8763 4380 4268 4051 1002 250 3049 2642 407 752 4383 4216 1051 580 471 464 3165 138 3027 2900 190 281 217 112 167 127
is_linear=0
shrinkage=0.05


Tree=542
num_leaves=9
num_cat=0
split_feature=24 32 44 32 3 31 17 38
split_gain=0.750498 2.1167 1.65891 1.20048 1.36342 1.72567 3.4653 2.10524
threshold=-0.022162966821130444 -0.0069012660328533239 0.1294095225512602 -0.0058013603888261078 0.20843457679627617 -0.018747448954580831 -0.19232712651738337 -0.036591404269771692
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 -5 -7
right_child=1 3 -4 4 -6 7 -8 -9
leaf_value=0.0012228230626961628 0.016489771717751078 -0.013605203602550768 -0.018686436555472846 0.0027367736910546641 0.01369656923499777 0.0059039738953822569 -0.027564473733441508 -0.00022761756247052122
leaf_weight=25.908966034650803 19.441351115703583 16.076832979917526 16.972763314843178 20.839060470461845 18.096767544746399 148.18046319484711 16.732271879911423 2493.6755886524916
leaf_count=80 73 57 60 69 74 554 60 7736
internal_value=-8.89709e-06 9.23941e-05 -0.00656616 -2.38443e-05 5.57464e-05 -3.5025e-05 -0.0106624 0.000114618
internal_weight=2775.92 2733.04 42.8817 2713.6 2697.52 2679.43 37.5713 2641.86
internal_count=8763 8623 140 8550 8493 8419 129 8290
is_linear=0
shrinkage=0.05


Tree=543
num_leaves=23
num_cat=0
split_feature=20 44 3 35 26 25 32 44 39 23 24 32 20 30 36 35 41 18 38 18 14 35
split_gain=0.756232 3.32078 2.68525 3.50826 3.78145 2.01499 2.71674 3.01754 2.34356 2.07282 1.82725 1.54093 1.46504 3.47142 1.77367 2.784 2.76271 2.2608 3.70927 3.23775 1.3173 0.098031
threshold=-1.862395191848133 -0.5 0.070858042321652395 0.0059228480449050611 -0.01343194887790544 0.011004179372931777 0.0017023861835515676 0.60355339059327384 0.0074633542869581102 0.065628473433508527 -0.022162966821130444 -0.0042166258367499375 -1.2953495665006336 0.008642639448063651 -0.023133359885742662 -0.0023899834513321778 0.018367720430647078 0.25862894495714056 -0.0021369542104752166 0.26933998406731013 1.3033259761822735 -0.030909905672536316
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 9 -3 21 -10 13 20 15 16 -14 18 -16 -19 -12 -2
right_child=10 5 -4 -5 -6 -7 7 -9 11 -11 12 -13 14 -15 17 -17 -18 19 -20 -21 -22 -23
leaf_value=0.0090471798717787887 0.015437406615870109 0.0028807888468864655 -0.021687315899687389 0.016010925582732247 -0.023674441138317903 -0.0057898226268653175 0.0073612049103245593 0.036355179996991067 0.0056356278885266895 0.026566484002612557 -0.011652247448091665 -0.016515493954895329 -0.013832229555050441 -0.025241942061634472 0.00012364406094328019 0.013249433313407272 0.0045507088220738462 -0.022026154620780333 0.010453459361852914 -0.00041601682209185922 0.0079685396999619185 0.008379435266630153
leaf_weight=15.19338735938072 14.400222733616831 22.605238705873489 18.786356560885906 21.416678205132484 20.340911373496056 22.00339774787426 18.99647169560194 17.973707616329193 15.212507903575899 16.222153194248676 13.39210384339094 15.572763055562971 78.431522279977798 19.699420943856239 264.71920105069876 15.854340396821497 27.084108389914036 17.407953560352325 130.01554502919316 1875.6941069066525 23.141607888042927 15.784159444272516
leaf_count=49 46 71 63 68 66 75 59 56 52 54 49 52 281 65 851 55 93 57 398 6075 74 54
internal_value=-8.74481e-06 0.00291305 -0.00534905 0 -0.00955723 0.00781866 0.0106777 0.0216521 0.004755 0.012948 -0.000250071 -0.00542485 -0.000401962 -0.00837496 -0.00021345 -0.0061017 -0.00906645 9.69896e-05 0.00354047 -0.000618526 0.000627519 0.0119516
internal_weight=2699.95 204.324 75.7373 56.951 35.5343 128.586 106.583 36.9702 69.6127 38.8274 2495.62 30.7853 2465.44 56.2331 2409.21 121.37 105.516 2287.84 394.735 1893.1 36.5337 30.1844
internal_count=8763 665 246 183 115 419 344 115 229 125 8098 104 7998 188 7810 429 374 7381 1249 6132 123 100
is_linear=0
shrinkage=0.05


Tree=544
num_leaves=31
num_cat=0
split_feature=31 5 4 16 31 29 31 5 3 4 40 5 31 41 3 33 15 2 40 31 4 29 19 20 19 24 16 29 24 5
split_gain=0.731035 4.26924 3.01859 2.8464 4.95114 5.7383 5.52265 4.17119 4.92857 6.88667 4.38668 2.55767 4.45592 3.30105 2.37575 5.372 5.18495 5.60942 5.10619 4.07641 4.07414 3.58395 3.42849 5.67849 3.41947 3.13809 2.17237 2.26797 2.05919 1.42697
threshold=0.0017081814413226644 0.016581576393554995 0.95907769690372668 0.022306721668562048 0.0063841584032208057 0.00035234453218269129 0.0080755124465676353 0.031907235632771348 0.042928874716874475 0.51146628642144276 0.0038728764402196545 0.038643697837427611 0.0037440011830894853 0.0017338406274355757 0.044520579058186058 0.0087112722870171262 0.48278976125309486 0.52126122117275153 0.006389471118420231 -0.0030940422823769183 0.38046553899583968 0.012305645190181959 0.26527260264081148 0.91021286485359265 0.41622031432494194 0.012524467673562625 0.015589867392065488 0.0012574490294345877 0.012524467673562625 0.02612918858371209
decision_type=2 2 2 2 2 2 2 2 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 14 4 26 29 -7 8 10 -10 -5 12 -9 -13 15 16 20 -18 22 -17 -1 25 23 -16 -21 -20 -3 -28 -24 -6
right_child=1 3 -4 7 5 6 -8 11 9 -11 -12 13 -14 -15 18 19 17 -19 21 24 -22 -23 28 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.1832133616837106e-06 0.031532059294504748 -0.030650537151643776 0.02740033035144275 0.022668892635789663 0.00064336428802353038 0.054074217648777984 -0.0051224703122027763 0.011056461450638839 0.006322328693733322 0.061910542892523325 -0.025516856450240905 0.013845917507809766 -0.020362413045611025 -0.0003959977130927805 0.027727471954721434 -0.0061377215152847754 0.024311597326889901 -0.0031582989550878781 -0.0015991595622353361 0.047809935825529046 -0.025939618301240482 -0.027412801548764062 -0.02773036790555089 -0.025213596394610863 0.0073556373015948506 0.017329352640263012 0.00096929388344144595 -0.022512498656814865 0 -0.034836449160719381
leaf_weight=31.938500510528684 11.479713490232824 17.104799889959395 8.8374828137457353 9.3652483597397822 5.1179229915142077 9.3099507205188257 6.5037989430129519 16.880050096660852 11.83591881580651 10.862715508788822 9.3070731274783594 52.954346401616931 32.774410747922957 171.87239254778251 9.9572243951261061 9.470377476885913 28.97011985629797 50.780456677079201 155.86169339111075 13.960196299478413 29.381163431331515 11.688181932549922 42.518655069172382 10.090445803478358 8.8902017101645452 25.333770394790918 23.195638975128531 17.828906804323196 8.0603917445987445 5.574298407882452
leaf_count=357 74 171 74 52 48 56 77 129 89 96 86 480 336 2005 106 75 154 401 1870 75 271 190 446 179 62 284 213 166 78 63
internal_value=6.81799e-05 0.00159189 -0.00132891 0.000713534 -0.00740763 0.0103621 0.0295347 0.00290715 0.0176919 0.0332989 -0.00109055 0.000654897 -0.00958031 0.00294089 -0.00192761 0.00259796 -0.00158591 0.00677572 -0.00492428 0.020962 -0.0125355 -0.00068298 -0.0164194 0.000839979 0.0323892 0.00102784 -0.0156 -0.00914403 -0.0233472 -0.0175418
internal_weight=857.706 411.967 445.739 400.487 84.6353 26.506 15.8137 315.852 41.371 22.6986 18.6723 274.481 49.6545 224.827 436.901 173.391 141.07 79.7506 263.51 32.3208 61.3197 192.884 70.6267 20.0477 22.8504 181.195 58.1293 41.0245 50.579 10.6922
internal_count=8763 4141 4622 4067 794 244 133 3273 323 185 138 2950 465 2485 4548 1395 1183 555 3153 212 628 2344 809 285 137 2154 550 379 524 111
is_linear=0
shrinkage=0.05


Tree=545
num_leaves=26
num_cat=0
split_feature=39 39 14 32 25 2 37 32 7 16 15 39 16 1 10 7 2 31 5 32 3 5 12 40 31
split_gain=0.747953 3.30063 4.89357 5.21207 3.16136 3.35493 3.06458 4.94067 3.63934 2.99517 2.56076 1.90687 1.49455 1.45936 3.98244 7.5028 4.17349 4.07466 3.94385 6.10018 4.53422 3.15239 2.62532 5.00208 2.20885
threshold=0.0042581516941850566 0.0039250452949955361 0.45480491126493061 0.00048466981909939694 -0.013665246282275492 0.27654529383388132 0.013734370499285832 0.00092496033069518484 57.77356103731794 0.014914170448107869 1.0297475826529836 0.0048422709615133343 0.029412427808959963 0.029835726623776222 50.859818532035753 45.672530946407953 0.38838218416311138 0.0030776467253102861 0.028066364076622254 0.00018459696478436948 0.045943469419307714 0.025762695620884086 0.03053844912514778 0.005511061348408907 0.00093942940457225404
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 12 -1 -6 8 -8 -7 11 -5 -2 -4 14 15 16 -11 21 19 20 -15 -16 24 -24 -20
right_child=9 2 3 10 5 6 7 -9 -10 13 -12 -13 -14 18 17 -17 -18 -19 22 -21 -22 -23 23 -25 -26
leaf_value=-0.016082174719586135 0.02356018210920717 0.0092914393455479811 -0.03506844066867143 0.014473074217192581 0.021692262523127726 0.0020695679116467715 0.028395920829042593 0.0021896574570096821 -0.0059730224634697085 0.01907138882112476 -0.01280020293780839 0.0014671184164783517 -0.015012698855575813 0.022499614435317741 -0.018847898400286993 -0.030266074780310931 -0.010210739861642159 0.02600595956912384 0.028484174127103353 0.028518426057070379 -0.0099487385997184142 0.0080521124346687404 -0.0095225476379862534 0.0006571840121855566 0.0011603444151219652
leaf_weight=29.504782170057297 22.68290650844574 25.401299640536308 26.404040858149529 14.481202714145182 18.255698345601559 320.41172616928816 22.720557913184166 87.513274535536766 249.86757949367166 18.699145212769508 20.785500407218933 18.010542303323746 16.374846175312996 15.708387941122053 18.08571994304657 32.810564503073692 34.39259660243988 16.851105317473412 14.749274119734766 31.622253715991974 33.619948506355286 26.824637830257416 131.02846118807793 1511.3411478511989 15.551917180418966
leaf_count=92 70 75 78 45 58 1006 68 284 802 56 67 56 50 50 52 95 99 51 45 99 100 80 394 4836 55
internal_value=-1.07699e-05 -0.00126706 -0.00962025 -0.0158434 -7.25178e-05 0.000598523 2.22044e-05 0.00765725 -0.00144595 0.000524744 -0.00145062 0.0139321 -0.0275611 0.000234436 -0.00453342 -0.0115083 2.50204e-05 0.00508988 0.000639001 0.0114111 0.000307752 -0.00268743 0.000114032 -0.000152442 0.0146748
internal_weight=2773.7 831.721 103.447 78.0456 728.274 698.769 680.513 110.234 570.279 1941.98 35.2667 40.6934 42.7789 1901.29 147.664 85.9023 53.0917 61.7615 1753.62 80.9506 49.3283 44.9104 1672.67 1642.37 30.3012
internal_count=8763 2625 315 240 2310 2218 2160 352 1808 6138 112 126 128 6012 433 250 155 183 5579 249 150 132 5330 5230 100
is_linear=0
shrinkage=0.05


Tree=546
num_leaves=12
num_cat=0
split_feature=33 27 33 21 5 5 38 27 5 31 3
split_gain=0.787787 4.30926 1.00869 4.89054 2.13034 1.02854 3.60661 4.51694 2.78847 2.01925 1.52108
threshold=0.0042703287206451923 0.0017861002146741169 0.0050253463905245632 -0.0077991028312612573 0.014101223325073237 0.024713127901306982 -0.014797661988910691 -0.00088376658830477915 0.025343096839282559 0.00013116971650154095 0.038429793795944044
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 6 -6 -8 9 -7 -10
right_child=2 -3 4 -5 5 8 7 -9 10 -11 -12
leaf_value=-0.031491783038676044 0.021729521582928447 0.014618459138432441 -0.018046131268311318 -0.013765810363227755 -0.016461263476225434 -1.8601245397705524e-05 0.015435209852778024 0.00088143819464230749 -0.0060618968708390439 -0.022678252828014799 0.00019710186367181406
leaf_weight=10.715529955923559 24.826836079359055 9.2847789078950864 16.251865312457085 15.635161742568014 22.893046975135803 17.505348294973373 67.997252754867077 249.69574126601219 101.56209379434586 23.705634132027626 2138.0192196816206
leaf_count=76 81 29 52 59 76 60 210 781 336 83 6920
internal_value=-7.67606e-06 -0.00987096 6.4483e-05 0.00789017 -5.39643e-05 5.63593e-05 0.00262054 0.00401606 -0.00032445 -0.0131974 -8.47611e-05
internal_weight=2698.09 20.0003 2678.09 40.462 2637.63 2621.38 340.586 317.693 2280.79 41.211 2239.58
internal_count=8763 105 8658 140 8518 8466 1067 991 7399 143 7256
is_linear=0
shrinkage=0.05


Tree=547
num_leaves=22
num_cat=0
split_feature=14 19 25 43 10 29 10 29 1 21 43 3 42 19 26 32 28 4 28 25 3
split_gain=0.702017 0.757112 4.27156 3.51036 2.81697 2.66024 2.54491 2.52634 2.29509 3.04259 2.44557 2.65683 1.89383 1.97579 1.8673 1.80224 1.74803 1.6581 1.36652 0.792101 0.103275
threshold=0.014095827087638851 0.91350599818813139 0.0069961060777115293 0.60355339059327384 78.736889760808666 0.011190177799971003 68.596883718481834 0.010393562773962974 0.07284481762365555 0.016137623476841473 -0.91597561503675329 0.04271805525161481 0.85281840608371307 0.96278875959964283 0.030380061613532933 0.0010753442497275342 0.067139745446888763 0.91505395683453294 0.014358122507676154 0.00069044018062070433 0.060004728208073711
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 5 8 6 7 -4 16 10 14 11 -3 20 -14 -10 -7 -2 -12 -15 -17 -5
right_child=1 3 4 12 -6 15 -8 -9 9 -11 17 -13 13 18 -16 19 -18 -19 -20 -21 -22
leaf_value=-0.015947084925589682 0.00088179584045237078 0.045610111983902989 0.0058099159974165961 -0.035662638136854115 -0.0098119307251905968 0.012035879774793687 0.043446086509243205 0.03265688879460777 -0.019554352328767025 0.022182990413769529 -0.0029846319821603849 0.0034634414041861705 0.024232191634217259 0.006959676960000067 0.013921887097999398 -0.0066511773119357943 -0.014248382365165416 0.014239333471211793 -0.025381075809936121 -0.031666017361375094 -0.020020963866990708
leaf_weight=6.6836601123213759 617.23533931840211 7.1288090683519831 7.5378764104098144 9.8225606121122819 5.5485576409846535 3.9459348898381021 12.539532033726571 6.0380032751709214 29.869157611392438 6.3900284375995389 53.605556471273303 8.3661142718046886 3.8257759544067094 4.3964721648953864 4.5855047572404137 5.1449450943619039 19.579910036176443 18.698878107592463 10.319120796862988 11.863571698777376 3.7159354076720765
leaf_count=70 6004 40 83 107 56 56 95 54 439 83 505 81 37 57 83 76 282 173 175 135 72
internal_value=6.48741e-05 0.000198496 0.000924491 -0.00288325 0.0209162 0.000142155 0.0296626 0.0007223 0.000773571 -0.00895911 0.00536319 0.0233428 -0.0176597 -0.00686775 -0.014927 -0.0173373 0.00040658 0.00141417 -0.0153996 -0.0244746 -0.0319143
internal_weight=856.841 850.158 689.434 160.724 25.626 663.808 20.0774 642.853 128.644 40.8447 87.7994 15.4949 32.0799 18.5414 34.4547 20.9545 636.815 72.3044 14.7156 17.0085 13.5385
internal_count=8763 8693 6841 1852 234 6607 178 6340 1404 605 799 121 448 269 522 267 6286 678 232 211 179
is_linear=0
shrinkage=0.05


Tree=548
num_leaves=19
num_cat=0
split_feature=25 5 25 34 9 29 44 39 16 29 32 7 21 16 39 35 32 38
split_gain=0.723159 2.82181 1.87659 1.38011 1.16975 1.08993 4.59948 5.39807 4.10326 2.90666 3.03187 3.7308 2.93749 2.77921 2.46161 3.18861 2.40095 1.97105
threshold=0.017308479585084698 0.076495906886290529 0.015784963283028548 -0.0028237831054847003 -14.493175414620959 0.013366596187858073 0.1294095225512602 0.014272607668373826 0.080584050413083877 0.010393562773962974 0.0033187333068590489 86.423209400467172 -0.037311347899400521 0.07202761808501526 0.0036353837435340549 0.019514813932373091 0.0044895525200853706 0.058608036847904062
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 -5 9 8 16 13 10 11 -1 -12 -7 -11 -16 -8 -10
right_child=1 3 -4 4 -6 6 7 -9 17 14 12 -13 -14 -15 15 -17 -18 -19
leaf_value=4.9594511546246958e-05 -0.018670857036191525 0.017919618602438341 0.015050280533419103 -0.014294795090608374 0.0055243321849547918 0.010369424528995624 -0.014198194590709973 0.022091752320647903 -0.018618146294381851 0.011664910925578267 0.0086918359204606246 0.013973296868676292 -0.019363995082384285 0.032329474262688562 -0.014030896566666982 0.0086350392188689392 0.0068730114668552793 0.0065463183140052911
leaf_weight=2233.3242738395929 24.361475676298141 10.903181068599222 20.764327652752399 12.669271644204853 17.366469554603103 82.099449411034584 66.414115399122238 15.473858855664728 15.961312472820284 14.185013502836226 12.174234889447687 49.087745442986488 36.519055105745792 17.87222421169281 92.850258246064186 18.267867788672447 16.550811842083931 14.637293331325052
leaf_count=6977 78 44 68 48 68 262 213 56 57 46 46 153 122 57 300 60 59 49
internal_value=-1.07815e-05 -0.00520773 0.000112961 0.0027079 -0.00268928 -1.23194e-06 0.00329516 -0.00482942 0.00945767 -0.000310709 8.60821e-05 0.000351841 -0.0122436 0.0143736 -0.00772656 -0.0102552 -0.00993126 -0.00643537
internal_weight=2771.48 65.3004 2706.18 40.9389 30.0357 2685.42 229.009 98.4388 130.57 2456.41 2331.11 2282.41 48.6933 99.9717 125.303 111.118 82.9649 30.5986
internal_count=8763 238 8525 160 116 8457 753 328 425 7704 7298 7130 168 319 406 360 272 106
is_linear=0
shrinkage=0.05


Tree=549
num_leaves=10
num_cat=0
split_feature=28 27 10 24 40 11 24 28 31
split_gain=0.769528 8.88932 1.83504 3.31436 2.92214 3.37202 2.87592 2.54547 5.16699
threshold=-0.14855972285802657 -0.012812408947314355 16.000612106481793 -0.01521984998923958 0.010612308806173188 -0.081008576386701767 -0.012245359617255704 -0.1026735523739909 -0.02130081033678435
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 -5 -8 -9
right_child=2 -3 3 6 5 -7 7 8 -10
leaf_value=-0.011163522912261198 -0.016473297752253445 0.038480641340376903 0.026487608779905532 -0.017046944721340562 -0.015725780434787933 0.016707764937560651 -0.018785765591656178 0.026562956195582715 -0.00015285404739070319
leaf_weight=24.317984387278557 16.926734387874603 14.130007356405256 21.567505463957787 25.173422679305077 13.962005779147146 18.401247665286064 17.987198911607265 18.128509029746056 2526.1044558547437
leaf_count=92 63 48 77 97 48 65 59 59 8155
internal_value=-7.84356e-06 0.00700397 -0.0001114 -4.03385e-06 0.0122504 0.00255607 -0.000261857 -9.43361e-05 3.65764e-05
internal_weight=2696.7 38.448 2658.25 2641.32 53.9308 32.3633 2587.39 2562.22 2544.23
internal_count=8763 140 8623 8560 190 113 8370 8273 8214
is_linear=0
shrinkage=0.05


Tree=550
num_leaves=27
num_cat=0
split_feature=31 5 27 27 4 7 7 7 11 44 31 30 3 33 32 19 40 31 29 36 19 24 43 33 15 41
split_gain=0.694399 3.91468 2.74193 6.85549 2.72467 2.44589 3.67999 4.97084 4.61752 2.36285 4.6295 2.33709 2.21458 4.92742 4.95684 5.83873 4.84734 3.70326 3.38749 3.38589 3.06111 2.8981 2.69136 2.18767 1.49924 0.717308
threshold=0.0017081814413226644 0.016581576393554995 -0.0012126654167657922 -0.0027603586666945638 0.95907769690372668 46.913098950980618 62.708961255095126 75.409521197435581 0.53198513667473801 1.0000000180025095e-35 0.0044855745590479824 0.0049452384971616819 0.044520579058186058 0.0087112722870171262 1.0000000180025095e-35 0.32230419211617306 0.006389471118420231 -0.0030940422823769183 0.012305645190181959 -0.013312578038599863 0.41622031432494194 0.012524467673562625 1.0000000180025095e-35 0.0081414780337760399 -0.17645437755956403 0.011760348062936006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 24 12 9 8 -8 -7 11 -11 -4 13 14 22 -16 19 -15 21 -14 -19 -18 -1 -21 -3 -20
right_child=1 2 5 -5 -6 6 7 -9 -10 10 -12 -13 16 17 15 -17 18 20 25 23 -22 -23 -24 -25 -26 -27
leaf_value=-0.0042326443635111689 0.029933104743467682 0.0090413087031012539 -0.023577761195110992 0.039192694895396077 0.02567522181927144 -0.0043026081395539841 -0.011520321719607242 0.0043507055172616943 0.020313971327456569 0.023686204713216655 -0.011552792926187133 -0.00026169697232215878 0.023320973463536052 -0.0059962657597169601 0.040763496232861546 0.00068260682114174855 -0.0015732203830109274 0.044969386072690527 -0.034419130621652354 0.0119830870318633 0.0069174112107397122 0.016519977981713316 -0.028431209789303764 -0.021832764045009737 -0.034138403031887754 -0.0032957492809900304
leaf_weight=27.76385551225394 11.704664485529063 2.9329501665197313 30.099725408479571 13.875339988619087 9.0416103173047286 30.176315700635314 78.575521626509726 131.75367404613644 50.114279988687485 14.579813309013842 25.352091737091541 17.369004973676056 4.869188693817704 9.436732664704321 10.152215018868445 82.47004658728838 155.74472958920524 14.332301225513222 8.4653651751577836 4.938157068565487 8.9440625645220262 25.655142505653203 20.291002268902957 59.78725921548903 5.2090784311294573 2.862836758606135
leaf_count=257 74 53 291 97 74 264 866 1433 436 114 244 187 90 75 59 584 1870 75 150 44 62 284 283 675 82 40
internal_value=6.01935e-05 0.00154522 0.00069485 0.01781 -0.0013034 -0.000293223 0.00189899 -0.00155734 0.0110061 -0.00763363 0.00121569 -0.0151699 -0.00188048 0.00248423 -0.00155139 0.00516897 -0.00478437 0.0199429 -0.000670447 -0.016088 0.0306538 0.00096582 -0.0145921 -0.0191612 -0.0180564 -0.0270889
internal_weight=856.497 411.742 400.038 22.0174 444.755 378.02 290.62 210.329 80.2906 87.4006 39.9319 47.4687 435.713 173.39 140.677 92.6223 262.323 32.7131 192.728 69.5946 23.2764 181.4 48.0549 64.7254 8.14203 11.3282
internal_count=8763 4141 4067 232 4622 3835 2999 2299 700 836 358 478 4548 1395 1183 643 3153 212 2344 809 137 2154 540 719 135 190
is_linear=0
shrinkage=0.05


Tree=551
num_leaves=21
num_cat=0
split_feature=31 3 28 33 40 35 35 28 28 33 40 14 43 31 28 35 34 36 43 36
split_gain=0.735288 2.20806 1.21841 7.06415 7.13595 3.15654 5.61554 3.98086 1.83403 5.68679 4.56861 5.45505 4.70324 3.26356 3.9226 4.11532 3.31 2.16407 6.44165 3.12852
threshold=0.021325839060730514 0.10396000349482663 0.072382595847080969 0.020667310900199787 0.0074530524375226699 0.013405730888897184 0.0055406522977038417 0.098705261350094692 0.048356399128317816 0.0089773165575062052 0.0092386769166504963 1.4849504024500599 -0.25881904510252113 0.0080755124465676353 0.033596115193832397 0.0055406522977038417 0.0016220086719849205 0.021279825591679628 -0.78656609248549303 0.01296953666955636
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 -4 6 -6 -7 13 -10 12 -12 -11 17 15 -15 -16 19 -19 -1
right_child=1 -3 3 -5 5 7 -8 -9 9 10 11 -13 -14 14 16 -17 -18 18 -20 -21
leaf_value=-9.0455034746153031e-05 0.0074354054993784335 -0.016893351736562971 0.026342196407811592 0.028430038733690467 -0.00099220248962423479 0.016175284555672256 -0.027140705006091361 -0.012541533647735959 -0.0340803391058941 0.014381284017672902 -0.005110856569215832 -0.036679534896851232 -0.0037600407918064929 0.022750899749656432 -0.0058222848847381522 -0.0047785142909144438 0.012768489045045732 -0.012776030088457568 0.012538232785699835 -0.0070301615175640602
leaf_weight=1796.2023319639266 15.41269540786743 22.610066570341587 22.604660376906395 25.39940057694912 66.939501460641623 34.230733782052994 29.799248240888119 18.345760852098465 14.948229447007177 55.518134735524654 66.175654046237469 17.354459423571825 99.16886231303215 53.494581013917923 68.810911282896996 17.766176521778107 36.549553029239178 33.724781572818756 96.365614175796509 178.6283458545804
leaf_count=5652 53 83 72 87 217 119 97 59 46 172 209 57 295 172 206 54 110 107 329 567
internal_value=-9.17248e-06 -0.00690679 8.52438e-05 0.00386997 0.000197991 -0.00374147 -0.00911829 0.00605529 -0.000207554 -0.00424531 -0.00233866 -0.0117655 0.00272378 0.00023846 0.00676598 0.0158203 0.000585437 -0.000307176 0.00593256 -0.000721025
internal_weight=2770.05 38.0228 2732.03 197.319 171.92 149.315 96.7387 52.5765 2534.71 253.165 238.217 83.5301 154.687 2281.54 176.621 71.2608 105.36 2104.92 130.09 1974.83
internal_count=8763 136 8627 651 564 492 314 178 7976 779 733 266 467 7197 542 226 316 6655 436 6219
is_linear=0
shrinkage=0.05


Tree=552
num_leaves=10
num_cat=0
split_feature=20 20 28 27 11 31 28 36 2
split_gain=0.752532 1.79815 1.15894 7.57752 1.96702 2.52702 2.6688 2.19744 0.825797
threshold=-26.062426785557836 -8.0889007666468498 -0.14855972285802657 -0.012812408947314355 -0.32370747355602258 -0.02130081033678435 -0.095628449592824114 -0.040496431007141946 0.78754171035223386
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 -4 6 -6 -7 -2
right_child=1 2 4 -5 5 7 -8 -9 -10
leaf_value=-0.0093425601290541855 0.019884726953169132 -0.0086741136670399968 -0.014336425980379859 0.037699442843578936 0 0.013421270102077316 0.027223186618382911 -0.00041269891100426126 0.0034639040581326292
leaf_weight=21.314219415187836 15.984725274145601 23.19440071284771 24.284728221595287 13.970403522253035 18.37818643450737 28.923161141574383 17.222672283649445 2515.3623876385391 16.378733575344086
leaf_count=70 51 89 85 48 63 96 57 8150 54
internal_value=-5.10866e-06 6.78043e-05 -7.40604e-05 0.00867811 -0.000201213 -6.56686e-05 0.0131419 -0.000252949 0.0117646
internal_weight=2695.01 2673.7 2641.34 37.1648 2604.17 2579.89 35.6009 2544.29 32.3635
internal_count=8763 8693 8588 137 8451 8366 120 8246 105
is_linear=0
shrinkage=0.05


Tree=553
num_leaves=9
num_cat=0
split_feature=20 16 17 17 17 0 11 9
split_gain=0.702417 1.63513 1.2408 1.14533 1.67757 2.69774 1.15181 0.10305
threshold=10.992867177945145 0.046168779681092502 2.8981618348204834 2.7397795083678367 2.4817138326577406 0.98813234992567367 1.2588555483357156 -21.238225069088006
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -3
right_child=1 7 -4 -5 -6 -7 -8 -9
leaf_value=0.00045132367448219861 0.013680838244483835 -0.014100119537927808 -0.02454154926601369 0.019875190430397385 -0.022891998214917761 0.032315567029780522 -0.011857951905505468 -0.033473480867664537
leaf_weight=799.78592805936933 3.4759442526847106 2.4196051582694054 4.9239199259318402 7.3659921409562221 7.6896847663447252 6.4762189658358684 19.356269509531558 4.2673918334767222
leaf_count=8044 43 54 96 65 97 48 243 73
internal_value=5.46647e-05 -0.0129394 0.00021826 0.000372129 0.000191369 0.000415166 0.000152941 -0.0275112
internal_weight=855.761 10.1629 845.598 840.674 833.308 825.618 819.142 6.687
internal_count=8763 170 8593 8497 8432 8335 8287 127
is_linear=0
shrinkage=0.05


Tree=554
num_leaves=28
num_cat=0
split_feature=20 28 24 28 10 30 21 28 5 31 25 28 37 30 17 1 20 31 32 12 33 12 33 42 32 29 15
split_gain=0.728194 3.96467 6.52024 7.31018 4.56705 4.40657 5.36029 3.49805 4.10983 4.10563 3.67387 3.42687 4.55638 7.25144 4.04435 3.18717 2.75605 3.18921 2.46892 2.37334 3.08432 2.81748 2.93181 2.53608 2.04724 1.74328 1.58477
threshold=-0.16660443116753834 0.013260182095011864 0.0088578877939437962 -0.010719217791563306 55.934742655064611 -0.00064758921159335976 -0.0088182519398882445 -0.028123411753911694 0.099081471737307983 -0.0024939933528903679 -0.038249101237888626 0.017071167302700623 0.019449997236493658 0.0074847648511216615 0.55462348665971117 0.067830612703882284 -0.084341937161119415 0.0044855745590479824 0.001219432244013608 0.14418440590349921 0.03109710837641513 0.078040810389302023 0.018888501636718572 0.34433823200964908 0.0048855775295431839 0.005320415450478567 1.0724125882104201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 24 -3 -5 -7 8 10 15 -1 -6 14 -14 -13 -9 17 25 -11 20 21 22 -18 -23 26 -2 -4
right_child=16 4 3 5 11 6 -8 9 -10 18 -12 12 13 -15 -16 -17 19 -19 -20 -21 -22 23 -24 -25 -26 -27 -28
leaf_value=-0.0035178627334711446 0.010688685252508373 -0.022959302309225285 -0.0094980044076394959 0.038718098257089079 -0.023309626268537696 -0.00081189693604498403 0.027522296867497527 -0.034593822194818151 -0.0084037740409024508 -0.0068235743685530967 0.030628924004343434 -0.0098826485800561845 -0.023019532678205765 -0.00049868012340635191 0.011575540634119322 -0.0073571652161706462 -9.453352652026044e-05 0.027467260778760834 0.015172271076621752 0.016638562217621899 -0.020517307522813676 -0.0029985895120121855 -0.011966807728258193 0.010230287489608135 -0.021015986777694267 -0.0096618552174332056 0.013156180500876774
leaf_weight=12.268414109945295 28.406123951077461 32.647848144173622 15.141310393810274 22.113835871219635 19.915581166744232 34.427356064319611 31.698562562465668 21.634779691696167 27.041008718311787 49.875520117580891 20.664993159472942 29.447807870805264 49.949371188879013 126.74123428016901 83.577240481972694 22.499409459531307 1792.9896918684244 19.517567023634911 16.986925005912781 21.404826939105988 18.158556692302227 51.048449009656906 53.486917797476053 120.24438483268023 14.224229186773298 16.395734816789627 15.399027287960051
leaf_count=41 91 95 52 69 65 100 98 63 91 163 96 86 158 414 253 77 5561 61 53 83 60 174 176 426 54 52 51
internal_value=-1.01217e-05 -0.0014812 0.0026632 0.0109713 -0.00517611 0.0193255 0.0127161 -0.00377334 0.00589955 -0.00904547 0.017785 -0.00327808 -0.00187625 -0.00690289 0.00593678 -0.0208698 0.000435659 0.0106203 -0.00114638 0.00011432 -5.77612e-05 0.000124891 -0.000441775 0.00625921 -0.0053916 0.00312489 0.00176715
internal_weight=2767.91 646.254 303.975 133.004 342.279 88.2398 66.1259 170.971 59.9744 110.997 32.9334 309.631 289.716 176.691 113.025 44.1342 2121.65 64.3194 66.8624 2057.33 2035.93 2017.77 1846.48 171.293 44.7646 44.8019 30.5403
internal_count=8763 2079 1008 424 1071 267 198 584 228 356 137 976 911 572 339 140 6684 204 216 6480 6397 6337 5737 600 157 143 103
is_linear=0
shrinkage=0.05


Tree=555
num_leaves=14
num_cat=0
split_feature=20 43 11 29 36 20 7 14 14 0 25 7 29
split_gain=0.741433 2.45552 2.03499 1.92845 1.54726 1.48822 1.1873 1.26796 3.84005 1.81486 1.72928 3.02808 2.08793
threshold=4.7764982782858256 -0.78656609248549303 1.0399114672632768 0.014683197058918631 -0.0015590029684994231 8.8101598866629018 92.950647405889342 2.8985173673498852 3.0709694493388593 1.0266284208386991 0.018192555033141138 88.525328159507495 0.013366596187858073
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 4 -4 -3 -2 7 9 -9 10 12 -12 -1
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 11 -13 -14
leaf_value=0.00014265654449951469 0.025725230079674949 -0.00061182564110878637 -0.022669904710004182 0.00034469044144938733 0.019213615536520567 0.0047970779906327705 -0.011832544346691091 0.024808251285628857 -0.0054249261800314178 -0.016939893476101902 -0.0009207924251952252 0.029559992752264015 -0.0053753138234116891
leaf_weight=2282.3996802270412 16.708810120820999 26.587548166513443 15.901707492768763 20.136354483664036 15.10443991422653 18.731380105018616 21.582527369260788 19.39962650090456 22.263675063848495 16.038762524724007 19.949803326278925 13.324227187782524 185.15186105296016
leaf_count=7329 52 90 53 69 52 58 80 62 78 57 87 49 647
internal_value=-4.29376e-06 0.0039531 -0.000963352 -0.00970672 0.00647981 0.0148493 -0.000179959 -7.92509e-05 0.00855848 -0.000224558 -0.000114684 0.0111871 -0.000269557
internal_weight=2693.28 113.17 77.7301 36.0381 41.692 35.4402 2580.11 2558.53 41.6633 2516.86 2500.83 33.274 2467.55
internal_count=8763 374 264 122 142 110 8389 8309 140 8169 8112 136 7976
is_linear=0
shrinkage=0.05


Tree=556
num_leaves=15
num_cat=0
split_feature=41 41 40 33 41 1 20 22 41 24 32 10 1 5
split_gain=0.692829 1.36791 1.99087 2.49975 1.24225 1.28617 1.01066 0.928938 2.1236 1.35582 0.786096 1.46115 0.703379 0.0116352
threshold=0.024904675947333487 0.018367720430647078 0.0077551738893625478 0.019139038366671343 0.016087253983925572 0.10327905299559623 14.004640023949307 -0.055287868586225426 0.012604086218233716 -0.0065070282297896463 0.00066796392392182754 37.452394017168068 0.063736945055084426 0.046109699844575296
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 13 7 8 -1 -9 11 -2 -8 -6
right_child=10 2 3 -5 5 -7 12 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.03345032335468736 -0.030445947862636748 0.039316542637956288 -0.023998145461806494 0.026601262980376433 -0.018551468507955551 0.008715443835972227 0 0.0090714622111553872 0.021629079272934199 -7.6319892675809986e-07 -0.03240200242687867 0.024719755860525983 -0.032692955424155692 -0.03375403342764783
leaf_weight=5.606149908155202 2.1385493236593884 5.3467509513720861 4.7616917723789793 4.7847360125742853 2.6569050364196283 2.9663276541978121 2.6647816821932784 43.360522462055087 2.3293414432555437 764.82924783648923 3.39225670741871 2.4820980802178383 3.8530344171449542 4.4247353719547391
leaf_count=139 79 38 89 77 38 52 31 537 46 7349 84 41 83 80
internal_value=5.30081e-05 0.000197999 0.015168 0.000857163 -6.55327e-05 -0.0174565 0.000142904 0.000306703 -0.0165924 0.000480851 -0.0144809 0 -0.0193063 -0.0290843
internal_weight=855.597 847.584 14.8932 9.54643 832.691 10.048 822.643 816.125 7.93549 808.19 8.0129 4.62065 6.51782 7.08164
internal_count=8763 8559 204 166 8355 170 8185 8071 185 7886 204 120 114 118
is_linear=0
shrinkage=0.05


Tree=557
num_leaves=24
num_cat=0
split_feature=35 24 36 34 26 24 32 37 36 26 30 30 18 35 23 12 10 10 12 18 32 25 18
split_gain=0.737182 2.76841 2.7995 2.63635 3.77867 2.50494 4.77876 2.11464 1.7875 3.70399 2.84163 1.67443 3.40742 1.5229 1.40967 2.3507 2.58168 2.27335 3.28376 2.66259 2.07451 2.19928 1.94847
threshold=0.0095766070353945371 0.0094228780586235617 -0.0021767493697487646 -0.0033073377920461162 0.014101603393808943 0.011947139876288357 0.0005790566348425854 -0.018594513528975228 0.023378845460887091 0.017763096095093186 0.0032493993350798732 -0.001565794294980101 0.52389026314323817 0.00922832043828903 0.11418448154779419 0.066550754139052828 25.469427210903039 77.038148357803763 0.049691637567672489 0.74324825442291564 -0.0069012660328533239 -0.034377339404256309 0.52621116386500266
decision_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=13 2 7 4 -3 6 -5 -2 10 -10 -7 12 -4 14 17 -16 -17 20 19 -19 -1 -22 -18
right_child=1 3 11 5 -6 8 -8 -9 9 -11 -12 -13 -14 -15 15 16 22 18 -20 -21 21 -23 -24
leaf_value=0.016842674516116079 -0.010450503311438203 -0.025387828369666621 -0.021236266555645786 -0.0029180284984133176 0.0023638911088665906 -0.011322644729953341 0.029322436435505042 0.015796163348878463 0.01959792891544097 0.00010203791282669955 0.0017665638489685052 -0.022673107689766849 0.0044444652933233421 0.013642169366931474 0.020415201189699375 -0.013782033144011944 0.014197688223725309 0.0078592734069916261 -0.028766938802742323 -0.012555895472872653 -0.0100460034228564 0.00041714314761019303 -0.0042280011087593872
leaf_weight=18.689889468252659 13.484075084328653 23.069257959723473 24.373981930315495 23.417419865727425 25.405967094004154 68.445335894823074 21.97685468941927 17.234177753329277 30.419063597917557 123.3969881311059 103.62566805630922 31.08448800444603 26.770704127848148 21.373526379466057 22.104276433587074 19.448907971382141 37.077077567577362 29.140558324754238 15.687547817826269 34.735186792910099 51.428181320428848 1960.7494071088731 22.7512032315135
leaf_count=67 50 73 80 70 86 215 74 57 101 412 337 91 88 68 95 68 138 95 51 128 172 6058 89
internal_value=-1.04101e-05 -0.00168331 -0.00862918 0.000175379 -0.0107652 0.00161979 0.0126109 0.00411617 7.00498e-05 0.00400031 -0.00341449 -0.0134504 -0.00771417 0.000386461 0.000255495 0.00601188 0.00191226 -1.89347e-05 -0.00830667 -0.00316647 0.000303685 0.00014675 0.00711206
internal_weight=2765.89 532.704 112.947 419.757 48.4752 371.281 45.3943 30.7183 325.887 153.816 172.071 82.2292 51.1447 2233.19 2211.81 101.381 79.2772 2110.43 79.5633 63.8757 2030.87 2012.18 59.8283
internal_count=8763 1734 366 1368 159 1209 144 107 1065 513 552 259 168 7029 6961 390 295 6571 274 223 6297 6230 227
is_linear=0
shrinkage=0.05


Tree=558
num_leaves=28
num_cat=0
split_feature=27 12 42 12 27 39 28 5 12 12 4 40 31 27 28 36 10 19 29 28 37 1 40 28 30 39 24
split_gain=0.766681 4.46024 5.53454 3.84147 7.69199 3.7095 3.09387 8.06885 6.28161 4.75517 3.82893 3.57711 2.85894 3.43425 3.83436 2.57602 3.67781 2.41319 2.17014 2.09368 2.08732 2.08691 2.04464 1.47746 1.43633 0.920985 0.0912398
threshold=-0.010362793760692329 0.064144110372399629 0.22089651709904815 0.094592955231158196 -0.014603242327420244 0.0080881679498558939 -0.03944444709354044 0.048837245314428207 0.092187185291663906 0.078040810389302023 0.35286699020836371 0.015169236847580049 -0.0088281796337112989 -0.0076870606104585595 -0.0070121353583015031 -0.035399016750286276 28.832611989818563 0.8026306193008671 -0.028686874569086526 -0.111443528074976 0.0038277354286775371 0.063736945055084426 0.012433622883180151 -0.026280887284001398 -0.0072566962541237975 0.010570682918914538 -0.0057337281575189384
decision_type=2 2 2 2 2 2 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 22 -1 7 10 9 21 -2 -10 17 14 24 -15 -17 20 -5 -20 -8 -9 -3 26 -14 -7 -4
right_child=6 3 23 18 -6 25 12 8 11 -11 -12 -13 13 15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.014888801510958958 0.0096489229160563947 0.032706769547271412 -0.039590616466402974 0.0051339284810820902 -0.012375694658858578 -0.023347691421777287 -0.0050369248151936209 -0.0095022064919268526 0.03753320341373604 -0.024651800914134159 0.043239490303398673 0.0035703992213703506 0.012118755631964819 0.019010884466793707 -0.0049662744728543456 -0.013602422380422211 -8.2952598950122478e-05 0.0052681390673619691 -0.030127994810745292 -0.0050830553160783132 -0.032994023175016055 0.016735929104386787 0.011969799464251992 -0.012090398234255079 0.032315467312582911 -0.0041198858898441708 -0.028624835622946543
leaf_weight=20.741392090916634 16.091828599572182 22.838325306773186 11.94091175496578 23.601827159523964 24.734963744878769 12.270169779658319 12.146953605115415 14.538002774119379 13.173671789467333 28.1107037961483 19.183774083852768 19.594308853149414 20.678551584482193 17.122399561107159 20.973802737891674 51.415578845888376 2180.3999972566962 11.804854556918142 13.175215288996695 24.310896880924702 16.262140333652496 15.381087467074392 27.338568106293678 11.913658812642096 17.197633266448975 14.19043669849634 10.941507492214443
leaf_count=74 51 76 69 72 92 52 48 49 57 94 60 69 63 58 70 162 6919 38 62 92 80 53 88 43 52 50 70
internal_value=-5.64664e-06 -0.00284935 -0.0120637 0.00267428 0.0102827 -0.000790379 0.000243004 0.00787113 0 -0.00989936 0.0281283 0.0174492 -0.000164768 6.36648e-05 0.0119785 -0.000246417 -0.000397244 -0.0133657 -0.00657571 -0.0140753 -0.0212753 0.0038308 0.0215541 -0.0271669 0.0214817 -0.0132787 -0.0347121
internal_weight=2692.07 217.998 81.9981 136 74.9119 47.202 2474.08 126.073 90.7978 58.0298 35.2756 32.768 2348 2307.79 58.85 2248.94 2231.82 40.2139 61.0879 37.4861 28.4091 29.9191 50.1769 34.7961 37.8762 26.4606 22.8824
internal_count=8763 840 358 482 256 176 7923 433 322 196 111 126 7490 7324 185 7139 7081 166 226 154 128 102 164 182 115 102 139
is_linear=0
shrinkage=0.05


Tree=559
num_leaves=20
num_cat=0
split_feature=39 5 41 33 44 40 37 37 26 7 39 15 23 2 24 31 5 26 41
split_gain=0.683146 1.47808 1.95204 2.61021 2.3943 1.6961 1.42368 1.82272 1.51178 4.02254 3.58127 2.52884 2.04238 1.68761 1.31986 1.2386 1.23139 0.407577 0.199508
threshold=0.011662877357767392 0.051081793162441873 0.0027414938871585521 0.018673272832345818 -0.12940952255126037 0.010246188953248523 -0.060018596036789211 -0.038311170060942638 -0.012668567539031044 35.694586958656608 0.0085804654958040062 -0.074671841618103293 0.033595783616251575 0.34914416623035133 0.044329904362206692 -0.017698614198568208 0.058524727662061356 -0.0060587442173446427 0.0082848665864557521
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 17 3 -3 5 -4 -1 18 9 10 -9 12 -10 -13 16 -7 -6 -2 -8
right_child=1 2 4 -5 14 15 7 8 11 -11 -12 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.024985796871662198 -0.0081168258653644323 0.033427844656135734 -0.023681099069318687 -0.013261246112562845 0.0029551253885943887 -0.013812366994546302 -0.03345876010590762 0.0023606558123075503 -0.0040716495976364127 -0.027320374590988614 0.040664028893437371 0.010455070009743061 -0.030784559455094132 6.7176292291403424e-05 0.012119780471471588 0.015987282537984728 -0.029135028475579416 -0.034177214583234819 -0.0095271327717816739
leaf_weight=5.7843855358660212 3.1018552090972662 7.7028327630832774 4.4552908716723314 4.5986865712329745 3.3122932957485416 4.1349170207977357 4.1165297571569672 13.794115480966871 20.93939040414989 5.3243296612054101 11.30577370803803 41.486165888607502 11.245147339068351 671.50289022456855 2.7659762147814027 16.800011815968897 15.986358064692466 4.8736208938062182 2.0862628370523453
leaf_count=48 36 85 93 90 43 80 85 207 333 66 91 355 181 6113 53 266 398 80 60
internal_value=5.37929e-05 -0.0047543 -0.00194665 0.0156047 -0.00662479 0.0036805 0.000474185 0.000283261 0.000507145 0.0114142 0.019905 5.3647e-05 -0.0136263 0.000680002 -0.018672 0.00982609 -0.0233827 -0.0248869 -0.0264817
internal_weight=855.317 67.7318 59.7564 12.3015 47.4548 25.3902 787.585 781.801 775.598 30.4242 25.0999 745.174 32.1845 712.989 22.0646 20.9349 19.2987 7.97548 6.20279
internal_count=8763 1224 1108 175 933 439 7539 7491 7346 364 298 6982 514 6468 494 346 441 116 145
is_linear=0
shrinkage=0.05


Tree=560
num_leaves=10
num_cat=0
split_feature=16 1 16 14 16 7 15 5 1
split_gain=0.731408 1.31867 1.04748 1.8099 1.21777 3.47759 4.57517 2.77564 4.50639
threshold=0.0070184647095794042 0.013179427324124379 0.010655420698068692 0.62417970264010447 0.013668448328850837 69.165675389902091 0.12746906873893957 0.017216765976106357 0.019661044564810874
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 -6 -9
right_child=1 2 4 -5 7 -7 -8 8 -10
leaf_value=-0.010405614630240421 0.01214803243618932 0.00055965242434008076 -0.011435203629605591 -0.018946597728392515 -0.019686506887897533 -0.014184305706298361 0.014633696897924323 0.02033053415398926 -0.00022070549981583029
leaf_weight=16.719795987010002 22.253079019486904 28.496448680758476 21.257431298494339 19.736119158565998 17.93682598695159 19.299744576215744 76.710206106305122 26.860147193074226 2515.3207335546613
leaf_count=70 91 95 69 72 64 63 240 90 7909
internal_value=-9.33688e-06 5.24775e-05 -4.48833e-05 -0.00734128 8.49617e-05 0.0050663 0.00892028 -0.000141447 -8.07541e-07
internal_weight=2764.59 2747.87 2725.62 48.2326 2677.39 117.267 97.9676 2560.12 2542.18
internal_count=8763 8693 8602 167 8435 372 309 8063 7999
is_linear=0
shrinkage=0.05


Tree=561
num_leaves=9
num_cat=0
split_feature=1 28 30 28 10 43 12 36
split_gain=0.750485 1.39528 2.02872 2.11401 2.77637 2.76644 1.85563 1.81892
threshold=0.28472972050346751 -0.14855972285802657 -0.01965744978922826 -0.076246129466940524 17.810195262320445 0.25881904510252091 0.093356273582339097 -0.040496431007141946
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 5 -5 -4 -3 -6
right_child=-2 2 3 4 7 -7 -8 -9
leaf_value=0.011723774199085497 -0.010236235810253512 0.022629393430013817 0.00039672844143392484 -0.021290427709099401 0.012793316622729143 -0.023964024817924562 0.0014671274989624752 -4.9876952569884051e-05
leaf_weight=25.301725894212723 17.714226707816124 18.502936027944088 24.617204517126083 15.175882048904894 27.768183209002018 21.373233206570148 24.653662502765656 2514.2322236895561
leaf_count=89 68 70 89 55 87 72 83 8150
internal_value=-6.00365e-06 6.03371e-05 -4.97275e-05 -0.000230053 -3.68012e-05 -0.0108434 0.0106872 8.89498e-05
internal_weight=2689.34 2671.63 2646.32 2603.17 2557.18 45.9904 43.1566 2542
internal_count=8763 8695 8606 8453 8292 161 153 8237
is_linear=0
shrinkage=0.05


Tree=562
num_leaves=23
num_cat=0
split_feature=10 7 39 39 39 34 34 28 37 21 24 37 37 18 29 2 37 28 7 29 43 42
split_gain=0.687966 2.70293 1.88798 3.58222 3.03641 2.51168 2.33011 1.75394 1.6505 1.3347 2.59795 1.64121 2.17087 1.96257 1.42989 4.04569 1.82471 3.47299 3.24786 1.54463 1.21735 0.698761
threshold=31.550477150746044 36.922713272349412 0.0072850869142255569 0.0098462721701445648 0.0047486520556894148 -0.0058290667890815153 0.00098723202669936971 -0.031226921234289502 -0.029685331381335719 0.016137623476841473 0.034408176270889344 0.045688713285458322 0.051862637517233641 0.90889484510712215 -0.011761845572619943 0.26585303498640872 -0.010533677881803203 0.020884661558301789 24.945928542136276 -0.017820570754457307 -0.78656609248549303 0.8395836404927145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 6 7 20 -5 -4 11 -11 14 -13 21 15 19 17 -16 -18 -2 -1 -14
right_child=9 -3 3 5 -6 -7 -8 -9 -10 10 -12 12 13 -15 16 -17 18 -19 -20 -21 -22 -23
leaf_value=0.006728479188480953 0.031025689185600239 -0.034698392981336659 0.0081767751529742087 -0.012332071190960966 -0.034197029743331178 -0.033630663682854105 0.027411511816524875 0.047227900282741396 0.04337935197700156 0.042739490560628625 -0.0044778198777383586 -0.034491687940355398 0 0.018801520970340921 -0.00015811330579160925 -0.034319254914288201 -0.029593007695538166 0.019316181491358081 0.00039859061713477079 -0.010106145886082314 -0.026786936905942551 -0.033312787964892704
leaf_weight=4.5097119733691242 4.6959285587072372 6.7629812788218251 7.6037088697776198 2.5317775853909552 8.8923375895246846 6.2007924397476009 5.7240779828280202 2.1096737552434197 6.5858350670896488 5.2855367911979538 5.944691488519311 7.7178851244971183 2.8455308079719526 6.2827085871249437 58.229437249712646 10.195098017342387 9.0552572757005674 37.09786615986377 642.62790141347796 4.037208668887617 5.94133426062763 3.8685098700225353
leaf_count=34 67 114 93 98 181 146 48 27 54 61 95 129 50 88 666 207 123 294 5942 67 115 64
internal_value=5.65378e-05 -0.0052454 -0.00110868 0.00847619 -0.0108742 -0.0127942 0.00177168 0.0141102 0.0250546 0.000441263 0.0174849 0.000189402 -0.0136541 -0.000729407 0.000572057 -0.0129457 0.000922958 0.00738047 -1.49533e-05 0.0115458 -0.0119242 -0.0197471
internal_weight=854.746 56.8622 50.0992 25.0318 25.0675 10.8422 16.1751 4.64145 14.1895 797.884 11.2302 786.653 20.7146 12.9967 765.939 18.9282 747.01 95.3273 651.683 8.73314 10.451 6.71404
internal_count=8763 910 796 418 378 271 197 125 147 7853 156 7697 331 202 7366 341 7025 960 6065 134 149 114
is_linear=0
shrinkage=0.05


Tree=563
num_leaves=26
num_cat=0
split_feature=27 30 44 12 16 32 38 15 30 2 31 27 40 29 34 34 11 29 35 38 15 7 24 41 36
split_gain=0.723817 4.02395 3.16709 3.77944 5.79514 4.26921 3.19404 3.33217 8.5721 6.83313 3.18207 2.81159 5.3062 2.43072 4.16319 3.71085 3.30272 2.42334 4.05723 3.56343 2.68529 4.14312 2.27437 1.44433 1.30337
threshold=-0.0029875203109972601 -0.00082703003013421476 -0.70710678118654757 0.084223574037815621 0.036234423863253089 -0.004549361235817566 -0.0029206504460678735 0.10135157326387122 -0.0055221890363941701 0.37932691135535301 -0.0035706237638894584 -0.0024024923975114578 0.006233465887098868 -0.0027301282112011101 -0.0095492541919631174 -0.007357168943151692 0.53549564090564428 -0.0015682580822511392 -0.0050934269848764138 -0.0039825153204406374 0.23770667735908566 44.357832183919065 0.0024822374134096203 0.004927263966714183 -0.0041071234725854602
decision_type=2 2 2 2 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 9 -9 -4 -1 12 24 14 -13 -16 -17 18 23 -20 21 -19 -22 -15 -2
right_child=11 -3 6 -5 5 -7 -8 8 -10 -11 -12 13 -14 17 15 16 -18 20 19 -21 22 -23 -24 -25 -26
leaf_value=-0.0073016969539218537 -0.012487709833655982 0.023486223961089802 0.0030858923865043019 0.011329956966519335 0.0065370635859970955 -0.022501630837916727 0.021702844513836434 0.0047817420939989487 -0.017540901323606174 0.032782346905092387 0.015037183264894277 0.012895015989088982 0.0043093708841441944 -0.017517369162376957 -0.031039757780050747 -0.0028711427677797436 -0.021415226637064411 0.0015805244620965152 0.033058828995385141 0.0078042531415664839 0.0073975214767419001 -0.020964241202233776 0 0.0032254415724465115 -0.032316469441474281
leaf_weight=34.365571469068527 16.377608940005302 19.915037102997303 272.34392368793488 29.03490985929966 15.227861821651457 67.330318979918957 21.247238762676716 117.65686668455601 67.489231377840042 20.825741469860077 29.361727386713028 30.493139207363129 31.75789849460125 16.155173808336258 14.609255135059355 207.46645668148994 27.248345047235489 43.667472682893276 18.692950703203678 58.303223423659801 112.04226686060429 37.484910011291504 1416.3633404970169 16.619771867990494 19.84697650372982
leaf_count=106 49 72 916 98 48 215 76 429 198 64 88 93 98 49 42 619 85 137 57 177 360 114 4459 51 63
internal_value=-9.84227e-06 0.00138434 0.000721349 -0.00504862 -0.00833914 -0.0170835 0.00275692 0.00190051 -0.00333337 0.00522293 0.00291982 -0.000480915 -0.010474 -0.000138085 -0.00446095 -0.00660801 -0.00505345 0.000562763 0.00774769 0.0140353 6.91975e-05 -0.00878452 0.000543111 -0.00686904 -0.0235483
internal_weight=2761.93 694.798 674.883 175.32 146.285 82.5582 499.563 478.316 185.146 293.17 63.7273 2067.13 67.9825 1999.15 279.817 249.324 234.715 1719.33 109.771 76.9962 1609.56 81.1524 1528.41 32.7749 36.2246
internal_count=8763 2310 2238 555 457 263 1683 1607 627 980 194 6453 210 6243 839 746 704 5404 334 234 5070 251 4819 100 112
is_linear=0
shrinkage=0.05


Tree=564
num_leaves=25
num_cat=0
split_feature=33 27 5 28 27 1 38 2 40 28 16 5 5 39 1 12 28 32 39 5 34 40 3 27
split_gain=0.740475 4.0876 0.984242 3.90223 6.96786 3.63964 3.00988 6.30196 5.26703 4.7284 3.45397 6.02433 2.67972 2.57439 4.67817 3.41297 2.97432 3.31487 1.84885 5.37421 3.81093 3.3639 3.8165 3.19519
threshold=0.0042703287206451923 0.0017861002146741169 0.024713127901306982 -0.010719217791563306 -0.0010220223931217117 0.024848874846707059 -0.0044425097132216309 0.51291779095801149 0.0036723124868688448 0.036119522735707101 0.017937193832595882 0.020379890201909941 0.027832889760787616 0.0038211283367563229 0.038814184444630986 0.033411317817469151 -0.012210989686116173 -0.00072753041462635234 0.002896046225608784 0.05673031641695974 -0.0023816829291302684 0.0053386755865712241 0.049190334407441819 0.006441813393943935
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 10 8 -8 -9 11 -5 13 14 15 -4 -15 -18 19 20 -14 23 -23 -20
right_child=2 -3 12 6 -6 -7 7 9 -10 -11 -12 -13 18 16 -16 -17 17 -19 21 -21 -22 22 -24 -25
leaf_value=-0.031093897976836454 0.016937102203569716 0.014047714579224439 -0.019220427198763435 0.0032889578077371197 -0.029744083777616465 -0.01414528519243716 0.0058992997291426657 -0.00054383052375040939 0.032987069554885944 0.027062115994899806 0.016240839952339985 -0.027479400383906307 -0.028436856128857987 0.0062045568611659779 0.020514701003169655 0.007862317302932598 -0.003186496776326775 -0.025108259456771927 0.0030428353010121963 0.021638126170946709 -0.0049481619017050175 -0.0067676068605360329 0.0005893472787586577 0.017036371858105966
leaf_weight=10.454699270427229 22.927226126194 9.2990503162145597 27.717630743980408 39.690800309181213 24.591320842504501 15.716754972934721 36.058074593544006 157.56336286664009 36.812554448843002 17.069870680570602 17.068763434886932 26.169304296374321 20.881627485156059 17.499746106564999 20.730737380683422 19.601217910647392 29.127000913023949 44.418859481811523 203.2148635238409 16.058284096419811 103.38750287145376 199.22801285237074 1521.013078302145 51.430325254797935
leaf_count=76 69 29 94 130 89 55 121 496 107 50 50 82 66 59 67 62 100 158 606 56 318 626 5032 165
internal_value=-5.88117e-06 -0.00962798 6.38452e-05 0.00237337 -0.00897033 0.00416276 0.00456141 0.00732967 0.0196784 0.0021399 -0.00363921 -0.00888407 -0.000333807 -0.00659038 0.000697977 -0.00790339 -0.0120875 -0.0165104 0.000134705 -0.00540556 -0.00895499 0.00053116 -0.000260129 0.0058943
internal_weight=2687.73 19.7537 2667.98 393.668 63.2353 38.644 330.433 247.504 72.8706 174.633 82.9289 65.8601 2274.31 159.095 68.0496 47.3188 91.0456 73.5459 2115.21 140.327 124.269 1974.89 1720.24 254.645
internal_count=8763 105 8658 1249 213 124 1036 774 228 546 262 212 7409 540 223 156 317 258 6869 440 384 6429 5658 771
is_linear=0
shrinkage=0.05


Tree=565
num_leaves=16
num_cat=0
split_feature=35 28 28 10 40 40 0 25 12 17 1 35 35 21 21
split_gain=0.689021 1.88423 1.56868 1.12084 0.975526 2.717 2.05532 3.87367 3.06179 3.49277 1.83951 1.26191 1.71739 1.2126 1.19236
threshold=-0.027390255266718896 -0.022894645946220631 -0.043322990801489554 35.61928489713857 0.012519367750864348 0.012151875126531072 0.70578994336706213 0.00052296326152679944 0.089100023181559296 -0.0193802796814985 0.14062424250331548 -0.023279642058165625 -0.020395060108023885 0.010266007579243187 -0.031138403868864108
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 11 7 8 9 -6 -10 -2 -13 -8 -14
right_child=4 -3 -4 -5 6 -7 13 -9 10 -11 -12 12 14 -15 -16
leaf_value=-0.031232861282866977 0.020678033663275801 -0.033903235020275452 0.038001800245368145 0.019022156359558638 0.030168124912016342 -0.03361151124375681 -0.032905519041490493 0.042056573210725659 -0.028750647581408384 -0.016863600059959318 0.0032620485439346851 -0.026845442037226153 -0.010495897261309166 0.012610989663656012 0.00043479653079282169
leaf_weight=2.7560061379335821 7.2486153580248347 5.2989338957704586 2.3281287360005081 1.6048872005194423 14.355922549962999 5.9385629245080045 4.5988345830701283 8.0346660693176073 8.0465610437095183 5.2079804725944987 9.4151423377916199 5.8737065577879539 25.70631068944931 1.8704937268048523 745.92841376550496
leaf_count=106 75 109 34 31 123 127 134 92 156 67 176 76 398 41 7018
internal_value=5.30944e-05 -0.0117918 0.00522942 -0.0116054 0.000229006 -0.00019963 0.00689071 0.0107513 0.00372833 0.0173718 -0.0112848 5.10899e-05 -0.000137417 -0.0189925 6.28586e-05
internal_weight=854.213 11.988 6.68902 4.36089 842.225 790.696 51.5296 45.0603 37.0256 19.5639 17.4617 784.757 777.508 6.46933 771.635
internal_count=8763 280 171 137 8483 7694 789 614 522 190 332 7567 7492 175 7416
is_linear=0
shrinkage=0.05


Tree=566
num_leaves=31
num_cat=0
split_feature=39 39 7 7 35 35 35 38 29 9 36 2 5 15 32 24 38 12 12 15 39 28 36 33 28 39 43 5 5 33
split_gain=0.720801 4.00014 2.99888 3.82738 4.55441 3.61887 5.41518 2.96096 2.80561 2.65139 2.62696 2.06649 1.97563 4.19468 6.3574 4.8519 4.36748 4.13818 4.38279 4.03556 3.92254 4.92119 3.68497 3.46901 2.59198 3.16288 2.5208 2.48551 2.79572 2.40537
threshold=0.0041867343784099198 0.0039543456499400312 80.420849967881253 59.282978387375216 -0.0030743966290932563 0.00076829616220841512 0.003866641940103555 0.015366590813294169 -0.0083325489778157107 -29.041506029037695 -0.0032724647240803813 0.53242858619798816 0.032922392177555715 0.48278976125309486 -0.0010803005637255239 0.010373104454412909 -0.0068589363800093941 0.03053844912514778 0.034376272590427234 0.92172283953800838 0.0049433524300957505 0.0035483591262803287 0.0049790235687401383 0.0089773165575062052 0.023185633735225922 0.006715362401616117 0.37940952255126054 0.033633253974275988 0.037702785658863328 0.0080191052278678863
decision_type=2 2 2 2 2 2 2 2 2 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 11 8 -7 10 -1 -6 -3 -5 13 16 -15 22 23 -14 24 -17 26 -22 -16 29 25 -19 -18 -20 -29 -2
right_child=12 7 -4 4 9 6 -8 -9 -10 -11 -12 -13 17 14 15 19 20 18 27 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.021653128599772031 0.0069684742335045834 -0.03543395700467411 0.0081018086788998724 -0.0032509455021405378 -0.016235969017396708 0.016545500763004473 -0.0032750498165597976 0.0016848934792784579 -0.00048485578429838998 -0.0045340706626663917 -0.010441584864028028 0.017386179486291713 0.021866577971716105 0.037755577382670123 0.0039602099074912932 -0.028434139795273063 0.019343799594891121 -0.036324472715212622 -0.016279636081349792 0.0013182979009658102 -0.029816026878137804 -0.0043633148472865353 0.020211551519473479 -0.0040743878072716112 0 -0.0073006204229767255 -0.0069881464873132425 0.0068484467477340789 -0.00053964733572888467 0.032076227376300885
leaf_weight=16.711700946092606 23.687058612704277 17.458006039261818 94.880026184022427 22.645461164414883 86.217445828020573 80.565426260232925 59.485923804342747 23.006102606654167 236.44583708047867 114.17059533298016 28.633622728288174 25.150353156030178 20.633552819490433 16.839587360620499 85.165960028767586 15.072381660342215 17.731907889246941 18.737036317586899 23.183764591813087 44.665914461016655 30.308800637722015 52.227019801735878 60.228185102343559 33.589907929301262 21.259624481201172 19.882305085659027 18.10323928296566 141.95957615971565 1294.4840863458812 16.753675550222397
leaf_count=52 74 52 307 71 277 259 185 70 745 370 88 79 70 50 253 45 53 55 67 138 88 154 177 99 67 59 54 424 4230 51
internal_value=-8.89554e-06 -0.00126937 -0.000182243 -0.00141655 -0.0062811 0.00164193 0.00809484 -0.012764 -0.00190998 -0.00959937 -0.0200723 0.00751763 0.000507973 0.00357321 0.00825931 0.00579635 -0.00180862 -0.000313658 -0.000619556 -0.00613986 -0.00778468 -0.0137953 0.0107358 0.00767693 -0.0138665 -0.0215688 0.00591983 -7.17823e-05 0.000187442 0.0175468
internal_weight=2759.88 805.371 736.273 641.393 248.184 393.209 140.051 69.0977 253.158 200.388 46.0916 47.7958 1954.51 414.374 221.972 205.132 192.402 1540.14 1519.51 59.7383 118.371 82.5358 145.394 74.0306 59.879 38.6193 35.8351 1459.63 1436.44 40.4407
internal_count=8763 2555 2345 2038 797 1241 444 210 797 647 140 150 6208 1236 663 613 573 4972 4902 183 349 242 430 224 181 114 107 4721 4654 125
is_linear=0
shrinkage=0.05


Tree=567
num_leaves=16
num_cat=0
split_feature=10 15 18 27 42 24 27 29 35 31 16 40 24 24 35
split_gain=0.735469 0.977932 3.65407 3.47945 3.70316 4.67944 4.13423 3.75812 1.53159 2.44947 3.68036 2.87456 1.47929 2.08606 1.65146
threshold=88.691940183317357 1.2335554779826619 1.0381111982202136 0.0027152996470171599 0.79727069589274346 0.021136690475863418 0.006817635649410912 0.015788701891761962 0.0095766070353945371 0.0018410243990681656 0.024748396467124321 0.0075868300208553749 0.024997548943318879 0.020500276849015401 0.0031344423986090502
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 -5 6 -6 -7 12 10 -10 -11 13 -1 -14
right_child=-2 3 -4 4 5 7 -8 -9 9 11 -12 -13 14 -15 -16
leaf_value=-0.00054856182868319068 -0.010525493116842116 -0.014511520355961481 -0.018432963025626251 0.028021945075473054 0.0050395142062519349 -0.015070674052691309 0.03315769026804391 0.0047157691235139984 0.029242312186932292 -0.01092687224281659 0.0047422067153777871 0.0036957204540219511 -0.016521745538755444 0.0098784956674575434 0.0027039184299840402
leaf_weight=2023.3332529552281 16.422712486237288 23.584741741418839 27.119416020810604 16.988936334848404 39.661922916769981 39.749441094696522 19.844835110008717 59.736205451190472 16.990507900714874 52.756978839635849 161.40495767444372 91.634010009467602 29.369351882487535 49.002882450819016 17.300879113376141
leaf_count=6517 68 83 99 53 126 130 61 210 52 162 552 304 114 171 61
internal_value=-7.37127e-06 5.58791e-05 -0.000214404 0.00342314 0.00586199 0.00344656 0.0145404 -0.00314688 -9.26844e-06 0.00319653 0.0071187 -0.00161628 -0.000500093 -0.000299124 -0.00929725
internal_weight=2684.9 2668.48 2468.91 199.566 175.981 158.992 59.5068 99.4856 2441.79 322.786 178.395 144.391 2119.01 2072.34 46.6702
internal_count=8763 8695 8032 663 580 527 187 340 7933 1070 604 466 6863 6688 175
is_linear=0
shrinkage=0.05


Tree=568
num_leaves=26
num_cat=0
split_feature=4 43 40 18 39 4 10 42 15 29 21 20 37 38 36 10 10 2 20 14 10 20 15 10 3
split_gain=0.687181 2.36218 2.32241 2.24406 2.25057 2.22382 1.90542 1.58055 2.31317 2.13704 2.22762 1.9835 1.66844 2.58366 2.6458 1.83239 1.55199 2.6446 1.40031 1.36561 0.948575 0.587401 1.02117 0.534255 0.240402
threshold=0.19875307586768023 -0.91597561503675329 0.0059143363367643925 0.10747814504532896 0.0054331995842201468 0.14045796145115022 44.869814285552444 0.20512820512820815 -0.043986829635538155 -0.011761845572619943 0.0044003098342336516 0.86013179596943312 -0.01172452029643206 -0.026055968048191321 -0.010971499563217078 35.161674474311802 32.939136606442467 0.32755226586597458 1.0184646336155849 1.7045688002367274 28.832611989818563 1.3070666357044256 -0.085678173792066756 17.810195262320445 0.047064136273151716
decision_type=2 2 2 2 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 24 5 -5 6 -4 8 11 10 21 -2 13 15 -15 -11 18 -18 -14 -7 23 -9 -23 -12 -3
right_child=7 2 3 4 -6 19 -8 9 -10 12 20 -13 16 14 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.019164344237966389 0.029427488787910946 -0.034887876736978671 -0.022143074543615804 0.0094235237396936046 -0.034957146705125543 0.041963568560157136 0.026135463461319116 -0.034163822762296014 0.036969613840355992 -0.03437245050234914 0.0089434383892104327 -0.023328831170793235 -0.030907255669357564 -0.0046997168473365677 0.01835953205645826 0.0024447518708434462 0.025458311978635535 -0.00021432663077988975 -0.00010206827422679301 0.0029156976609520041 0.028720982682108299 -0.032203083221385619 0.0077392447655644098 -0.020266671379955647 -0.012432887129880171
leaf_weight=7.9007620718330136 2.7810421101748943 8.2788171074353141 7.499022551346572 4.0420741885900489 8.3058160040527564 5.0467334790155274 2.629026111215353 9.3367523830384034 7.0873751174658519 5.3577190143987528 2.7482776334509236 4.5045559098944068 7.6317437374964339 16.704448786564171 44.963908741250634 8.2588785570114833 10.082535918802021 663.99556464934722 7.6882058959454298 4.514826035592705 2.830504797399044 3.0389765645377338 2.8929055184125891 3.062909240834415 2.4670390505343667
leaf_count=90 35 158 185 47 123 44 23 211 48 82 34 92 82 163 397 92 86 6343 70 80 42 66 41 74 55
internal_value=5.67185e-05 -0.00557707 -0.0102967 -0.00333943 -0.0200685 0.00694755 -0.00898914 0.000419206 0.0167953 0.000112303 -0.0145678 -0.00238804 0.000579709 0.00764365 0.0120349 -0.0118222 -0.000185447 0.000165975 -0.0158731 0.0242643 0.00520937 -0.0260477 -0.0120894 -0.00568892 -0.0303558
internal_weight=853.65 50.6841 42.7834 32.0375 12.3479 19.6896 10.128 802.966 14.373 788.593 23.9103 7.2856 764.683 75.285 61.6684 13.6166 689.398 674.078 15.3199 9.56156 8.64169 15.2686 5.93188 5.81119 10.7459
internal_count=8763 805 715 502 170 332 208 7958 175 7783 468 127 7315 734 560 174 6581 6429 152 124 150 318 107 108 213
is_linear=0
shrinkage=0.05


Tree=569
num_leaves=31
num_cat=0
split_feature=20 28 24 28 10 43 28 30 38 28 28 10 30 16 29 43 24 20 19 32 19 3 40 14 40 15 40 3 1 14
split_gain=0.722025 3.74501 6.03503 6.8701 4.23383 3.79478 3.19545 3.91433 4.09881 3.90039 3.19317 3.77938 4.88718 3.41211 2.86438 2.78138 2.62887 2.56527 2.99454 2.52446 2.51699 2.19597 3.51719 6.64176 5.80366 3.90549 2.85908 3.57632 3.63425 3.45706
threshold=-0.16660443116753834 0.013260182095011864 0.0088578877939437962 -0.01409337737468269 55.934742655064611 0.37940952255126054 -0.028123411753911694 -0.0032891123978247725 -0.025344358576454503 -0.066667820860410329 0.017071167302700623 66.774306522911289 0.0082327318818401028 0.030854255382682511 0.010565798651637317 -0.60355339059327362 -0.01521984998923958 -0.06925911925912058 0.61269516166941196 0.00059923593848592411 0.77558233195798387 0.097879192322647635 0.010327729218490215 0.50921824396820237 0.011591995535162681 0.63696312780327513 0.012992631994105348 0.20843457679627617 0.16831223492336214 0.75914469612198687
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 20 -3 14 9 8 -8 -1 -6 12 -12 -13 -5 -9 -11 18 -2 -20 -4 22 -19 25 -25 -24 29 28 -28 -23
right_child=17 4 3 5 10 -7 7 15 -10 16 11 13 -14 -15 -16 -17 -18 21 19 -21 -22 26 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0087020018822546886 -0.010869467750365944 -0.022225089357802041 0.009065488679862916 0.003121803929629418 -0.022622696047933884 0.032965618335979351 -0.0088390554429274258 -0.017932167358357825 -0.039811539404374402 0 -0.0030722583529870073 0.0093072949513274758 0.020242569678375663 -0.0086739146375881485 0.025258110806949449 0.0061868052323011576 0.028607467760330865 0.00023764775953677333 0.026859064599654772 0.0057973770730080296 -0.017184803766731246 0.022742439173691145 -0.031376680224827085 -0.011973001759786314 0.010481962241680671 -0.00048027591309148551 0.0024281036473563244 0.024031409849059965 -0.018317609377533416 0.0025831940173764302
leaf_weight=25.918983176350594 14.196228057146071 32.523320481181145 14.405091434717177 42.132098183035851 19.823565252125263 29.001585274934769 33.100207380950451 16.178246729075909 16.169674292206764 13.323344960808752 54.47690537571907 31.031530410051346 37.795001000165939 165.83161835372448 22.83177649974823 44.842584498226643 19.76567455381155 1666.6068338565528 24.42212787270546 35.970435038208961 23.853974238038063 39.758336968719959 35.834887124598026 57.417420610785484 57.426026724278927 14.765628904104231 78.6468540802598 13.627990759909151 28.612738944590092 47.019751101732254
leaf_count=92 48 95 59 125 65 94 111 55 50 49 164 92 120 535 67 140 87 5134 75 115 79 131 118 186 216 54 288 57 100 162
internal_value=-8.57019e-06 -0.00147738 0.00257201 0.010582 -0.00506727 0.0178642 -0.00365692 -0.00869668 -0.0191651 0.00567697 -0.00323833 -0.00188466 0.00643505 -0.00581087 0.0110054 -0.000144848 0.0170831 0.00043581 0.00953775 0.0144275 -0.00717297 0.000100066 -0.000449875 -0.00740183 -0.000701828 -0.0224782 0.00497366 0 -0.00307139 0.0118925
internal_weight=2757.31 643.005 301.523 132.225 341.482 93.9655 169.299 110.291 49.2699 59.008 308.959 289.135 92.2719 196.863 64.9639 61.0208 33.089 2114.31 74.5888 60.3926 38.2591 2039.72 1832.05 165.444 114.843 50.6005 207.666 120.888 107.26 86.7781
internal_count=8763 2079 1008 424 1071 286 584 356 161 228 976 911 284 627 192 195 136 6684 238 190 138 6446 5708 574 402 172 738 445 388 293
is_linear=0
shrinkage=0.05


Tree=570
num_leaves=22
num_cat=0
split_feature=27 28 27 12 40 40 28 18 36 5 17 5 12 10 28 5 41 12 40 40 1
split_gain=0.747401 4.18199 5.09641 4.33737 7.6345 3.7593 3.03919 2.63949 2.38709 2.33236 2.33198 1.64786 1.58114 5.48902 5.2599 4.87446 4.74649 3.8506 8.69092 3.68685 2.74321
threshold=-0.010362793760692329 -0.0251924117170578 -0.015922320362949938 0.063586433093446651 0.012433622883180151 0.0069835058055119905 -0.12749928364775812 1.0000000180025095e-35 -0.020630547844875276 0.093541950370212956 -1.713043962715822 0.078937355373174964 0.07358339024779055 38.043481695527589 -0.047970953984325417 0.043333179171303852 0.001204633643202155 0.069006377035536581 0.010996617460403327 0.011304420185989065 0.08013261953549887
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 7 -5 -4 -2 -1 -6 -3 -7 -12 14 -14 15 -8 -15 18 -16 -19 -18
right_child=6 9 5 4 8 10 12 -9 -10 -11 11 -13 13 16 17 -17 20 19 -20 -21 -22
leaf_value=-0.001266773032835293 0.0222444571832459 0.018590783591323778 0.0032806301614204739 0.033418070216745581 -0.011936664013704787 -0.0064823258252453683 0.041391640985471434 -0.037933991480820412 0.0071434740240241034 -0.0034658338412119185 -0.039551305064144782 -0.014976367840171634 -0.034111886637657948 -0.024964155250963939 0.00035259757571023156 0.0027296526634159077 0.0081458708024964802 0.00017741361845429197 -0.020206557233653378 0.024732304574691596 -0.0041079276285568584
leaf_weight=9.7382297739386576 15.492572918534277 30.122631758451462 15.383199661970137 18.539236657321453 34.294643402099609 13.190219528973101 14.885543853044508 10.449858486652372 30.942986100912094 19.262287184596062 23.043710574507713 11.023173734545706 13.995246745645998 20.02546650916338 2075.8079068511724 18.572971075773239 73.573002591729164 31.110367149114609 52.605138622224331 30.766860269010067 119.82358452305198
leaf_count=40 53 97 52 65 118 49 45 68 112 69 118 52 59 69 6562 64 246 96 192 98 439
internal_value=-6.6542e-06 -0.00282811 -0.00663376 0.000109775 0.00517526 -0.0178881 0.000238481 -0.0205865 -0.00281312 0.00989707 -0.0248769 -0.0318129 9.64506e-05 -0.00387108 0.000504604 0.0201513 -0.00184956 0.000201296 -0.000154112 0.0124876 0.000529691
internal_weight=2682.65 215.99 166.605 103.965 83.7769 62.6403 2466.66 20.1881 65.2376 49.3849 47.2571 34.0669 2451.17 227.417 2223.75 33.4585 213.422 2190.29 2128.41 61.8772 193.397
internal_count=8763 840 674 403 295 271 7923 108 230 166 219 170 7870 813 7057 109 754 6948 6754 194 685
is_linear=0
shrinkage=0.05


Tree=571
num_leaves=31
num_cat=0
split_feature=21 38 21 38 40 3 28 16 26 31 39 35 3 39 15 4 28 28 24 21 17 25 16 35 28 28 16 28 40 4
split_gain=0.676606 3.89735 3.33053 5.42348 3.09649 5.82383 4.94545 4.43965 3.6541 2.92191 6.31574 5.80775 3.99594 6.49163 2.61293 4.7134 3.88543 3.13356 2.88956 2.9334 2.4871 2.22312 2.01039 2.00533 1.89534 2.77687 3.46515 3.34008 4.02326 3.02106
threshold=-0.014036001387301971 0.037051778950834231 -0.010411669482751974 0.044341457799576885 0.006389471118420231 0.058244261906817037 0.0008764386766816751 0.024129209590675722 0.0024152815722749917 0.0025899616438178762 0.0031192264194044137 0.003866641940103555 0.041510006264626489 0.0039871539004185256 0.39345058706589991 0.51766444716490867 0.032568328224804599 0.0051014314253034045 0.0010865947119215928 -0.012065989980184332 -2.0256410502581663 -0.011758862275400303 0.021055747355436149 -0.0089223216061101156 0.089524485080739832 0.01595780957686942 0.040265583169528531 0.0048112191830548797 0.0033743030747937332 0.58905849568119162
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 14 9 6 22 -7 -8 12 -11 -12 13 -1 18 17 -17 -16 19 -2 -9 -14 -6 -3 25 27 29 -4 -29 -27
right_child=2 23 24 -5 5 7 8 20 -10 10 11 -13 21 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0097713023480711977 -0.010127423239065798 0.0093507942439338618 -0.0039125168330950153 0.042201325588602831 0.012823984717813037 -0.026002656400151036 0.044338962782046951 -0.03328409342058522 0.0072990212811761728 0.034239065176296483 -0.017592017706366106 0.020573279914605086 0.0095047596155929323 0.039976674601476699 0.05062566449448528 -0.0028854796694916442 0.024896374554913423 0.0096053359703577538 -0.018768541921724152 0.021424731991216531 0.0032159532348210078 -0.02093647067153713 -0.026721589566458915 -0.025257026528412503 0.01542056097703557 -0.00080588997610687605 -0.003194717372898369 0.031866861215377636 0.0028241883162820926 -0.035538915278132403
leaf_weight=24.69509868696332 14.339511632453652 4.7920201453380313 118.55711338296533 10.426477663218973 6.5621159188449365 15.176708545535801 19.290713278576735 4.6875407570041707 10.74899431504309 12.83271769993007 31.006742853671312 14.493298649787901 6.3778922297060481 8.7916822433471662 10.299660243093969 51.869198488071561 16.424607949331403 9.172150105237959 20.29127902071923 14.712099648080764 163.23425532132387 59.099658234044909 5.9786321520805359 23.627111806999892 15.240020751021801 9.7591401301324385 68.108774389140308 16.049527286551893 47.498573290649801 19.024604447185993
leaf_count=205 172 68 1379 75 42 169 102 110 80 93 279 139 96 72 46 422 136 63 183 143 1773 626 64 492 187 91 781 98 356 221
internal_value=5.12259e-05 -0.00140162 0.0014155 0.00754987 -6.06384e-05 0.00367903 0.0203127 -0.0001709 0.0313192 -0.00545675 0.00335096 -0.00530698 -0.0106969 0.00322089 0.00484951 0.010038 0.00374956 0.0317064 -0.00427977 0.00569815 0.00214809 -0.0178851 -0.00569554 -0.0192338 -0.0016449 -0.00260019 -0.00943909 0.00101432 0.0102762 -0.0239793
internal_weight=853.168 411.395 441.773 147.535 382.976 225.679 42.5805 183.099 30.0397 157.297 58.3328 45.5 98.9643 33.4868 137.109 87.7656 68.2938 19.4718 49.3429 29.0516 167.922 65.4776 12.5407 28.4191 294.238 278.998 96.8925 182.105 63.5481 28.7837
internal_count=8763 4410 4353 1240 3850 2340 288 2052 182 1510 511 418 999 277 1165 667 558 109 498 315 1883 722 106 560 3113 2926 1093 1833 454 312
is_linear=0
shrinkage=0.05


Tree=572
num_leaves=19
num_cat=0
split_feature=27 27 33 2 20 28 5 12 28 19 19 5 21 37 26 32 5 25
split_gain=0.733858 3.22476 4.25702 2.82969 4.27446 4.16836 4.28164 4.7547 3.66314 10.8492 5.09336 3.4947 2.4029 2.21978 2.08269 4.1273 2.08305 1.4055
threshold=-0.0028894291742242828 -0.0024024923975114578 0.0101253338630916 0.56173992879351931 0.15493692703589204 -0.0011624320125431865 0.036265786653535866 0.065059210954277455 0.018754816007185284 0.30537471185557691 0.32637746118396288 0.039741278609867377 -0.05040073759795085 0.00255099290488825 -0.01343194887790544 -0.0038146186604034031 0.050743906338276724 -0.015534487615113052
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 -8 10 17 11 -6 -3 -12 -14 -16 -17 -10
right_child=1 12 -4 -5 8 -7 7 -9 9 -11 13 -13 14 -15 15 16 -18 -19
leaf_value=-0.029453108508684284 -0.024883077904156815 -0.017586921208735055 0.0025273198277391898 0.019832022092654833 0.0056901406112154036 -0.027538539284247144 0.0068527133237527918 -0.012650057602220724 0.02123156956979837 -0.015986982444606498 0.016905988635223801 -0.0043765826904073471 0.012877373923021336 -0.0017100086340215562 -0.020760743319493496 -0.00095775135979386762 0.0027011498341375471 0.042945301325102263
leaf_weight=13.910217985510824 30.555252753198147 19.467768229544163 25.740125834941864 20.113358333706856 132.75871160626411 19.923009380698204 83.987671084702015 49.611252024769783 16.25466675311327 17.307575643062592 67.400300286710262 244.79930876195431 30.90695184469223 20.352312162518501 23.969242632389069 1378.9763596951962 541.61437713727355 17.020551219582558
leaf_count=42 96 77 79 65 406 64 316 182 63 50 221 806 96 74 76 4238 1756 56
internal_value=-7.57152e-06 -0.000487291 -0.0122792 0.00138406 0.000830911 -0.00609835 -0.00315201 -0.000356185 0.00309023 0.0158671 0.00168743 -0.000823066 -0.000151428 0.0125345 1.87451e-05 -0.000183711 7.15573e-05 0.0325835
internal_weight=2754.67 2051.23 56.2954 703.439 683.326 167.432 147.509 133.599 515.893 50.5828 465.311 377.558 1994.93 87.7526 1975.47 1944.56 1920.59 33.2752
internal_count=8763 6418 175 2345 2280 604 540 498 1676 169 1507 1212 6243 295 6166 6070 5994 119
is_linear=0
shrinkage=0.05


Tree=573
num_leaves=17
num_cat=0
split_feature=19 32 42 43 22 8 41 39 29 10 28 9 22 22 32 22
split_gain=0.74692 3.95912 3.03238 2.50176 2.56252 2.22549 2.09855 2.4548 2.02598 1.79874 2.44482 2.9274 1.51013 2.52738 2.94433 2.24107
threshold=0.99938347718865661 0.00042284586995227166 0.9136086747752824 -0.60355339059327362 0.94754427392230711 106.99649130235525 0.011760348062936006 0.0058175007474560985 0.029334262510806289 61.969196356196818 0.0024634436933985144 -15.915680176845811 0.99872700138299841 0.83558248287222259 0.00040122867379173557 0.75359293403709726
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 4 -3 -2 7 -6 12 -5 -11 -12 13 15 -15 -1
right_child=1 3 -4 9 6 -7 -8 -9 -10 10 11 -13 -14 14 -16 -17
leaf_value=-0.00022748640675965292 0.0011875178860714425 0.023419951652028693 -0.020768194711920141 0.012283163788522594 -0.00097020713216202877 -0.022306197518451344 -0.0067865538158754088 0.022552366034784551 -0.015401954563507198 -0.018863935020346542 0.015833335515079677 -0.0024990520284847674 0.014400403839451188 0.015361566519917101 -0.0083714392438587765 0.0050625461795246254
leaf_weight=1919.1442431397736 16.951653644442558 28.880873471498489 17.888160690665245 29.462370917201042 19.769332587718964 23.410723134875298 22.579375043511391 24.056282587349415 21.490323897451162 17.249652922153473 26.883321277797222 111.92730158567429 17.927973568439484 14.141469433903692 144.50462230294943 223.28058065101504
leaf_count=6264 56 91 62 94 60 76 72 75 99 61 89 395 62 43 467 697
internal_value=-5.51003e-06 0.00225431 -0.000315462 0.00437306 0.0109589 -0.012337 0.00543702 0.0118497 -0.000156127 0.000959531 -0.00115272 0.00102421 -1.20283e-05 -0.000127111 -0.00621607 0.00032171
internal_weight=2679.55 321.171 2358.38 280.809 95.2859 40.3624 66.405 43.8256 2340.49 185.523 156.06 138.811 2319 2301.07 158.646 2142.42
internal_count=8763 1069 7694 937 298 132 207 135 7632 639 545 484 7533 7471 510 6961
is_linear=0
shrinkage=0.05


Tree=574
num_leaves=16
num_cat=0
split_feature=41 41 43 34 24 34 30 30 32 24 21 40 32 10 35
split_gain=0.63666 1.23375 1.85214 1.14597 3.10824 1.87085 1.50124 2.36822 1.36162 2.11262 1.98825 1.05344 0.758321 1.31798 0.13686
threshold=0.024904675947333487 0.018367720430647078 -0.37940952255126059 0.0096864835247308951 0.030917212247373507 0.0092422739838938801 0.0048610573845150936 -0.0010975673497652153 0.0035880666413486439 0.012379119894298544 0.010266007579243187 0.0077835330969736804 0.00066796392392182754 37.452394017168068 0.0063850938442480141
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 6 8 7 -5 9 -1 -10 -4 13 -2 -8
right_child=12 2 11 4 -6 -7 14 -9 10 -11 -12 -13 -14 -15 -16
leaf_value=-0.00050142137766499893 -0.030137066159588145 0.032928981473983092 0.019703321147011919 -0.023716080967267333 0.024832078662983745 0.026615851672696606 -0.015903926109652283 0.0061837518806153909 -0.015351165089603984 0.0068504789411820716 0.0081013219241070702 -0.016968729901212964 -0.032214917485080617 0.023268029390025986 -0.034534896802227953
leaf_weight=621.68425109609962 1.9914555521681894 7.0206186454743147 3.1457425653934461 11.751444698777048 5.9633332788944236 6.6321205208078018 2.8171819201670569 14.535744471475484 30.708586705848575 115.66677380306646 12.406174231320618 4.7470231782644987 3.2328082285821438 2.4773799562826753 7.3170023774728179
leaf_count=5896 79 84 23 198 77 68 50 151 419 1223 141 97 84 41 132
internal_value=5.5203e-05 0.000192387 0.0143991 -5.87151e-05 -0.00806269 0.000366911 -0.0136388 -0.00703243 0.00013407 0.000645849 -0.00848393 -0.00166349 -0.0141542 0 -0.0300503
internal_weight=852.098 844.396 14.9134 829.483 42.3847 787.098 36.4214 26.2872 780.466 737.351 43.1148 7.89277 7.70164 4.46884 10.1342
internal_count=8763 8559 204 8355 608 7747 531 349 7679 7119 560 120 204 120 182
is_linear=0
shrinkage=0.05


Tree=575
num_leaves=21
num_cat=0
split_feature=35 34 35 24 35 2 23 23 12 32 39 6 38 41 35 35 40 34 23 16
split_gain=0.712622 2.58288 2.52726 1.78201 2.48712 2.17606 1.96497 1.51271 2.23973 1.93311 2.498 3.54801 4.84195 3.47232 2.30218 1.97785 1.355 1.17145 2.17842 3.67542
threshold=0.0095766070353945371 -0.0095492541919631174 0.010065709658949375 0.0094228780586235617 0.010669164253070742 0.59428133049198562 0.029049222289503285 0.11418448154779419 0.066550754139052828 -0.0069012660328533239 0.0099226339083083107 17.662065971654112 -0.014797661988910691 0.014596645332229371 0.0076825505536516356 -0.027390255266718896 0.012617762945769299 0.0039037245676974979 0.16560221186480392 0.1231284786955104
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 6 -5 -6 -4 9 -9 -1 13 15 -13 14 -11 -12 -8 18 19 -10
right_child=1 2 3 4 5 -7 16 8 17 10 11 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.016195643586083119 -0.023307928762932573 -0.01759949913968091 -0.021999592390454709 0.019192657794763705 0.011525644341019301 -0.00099430617678639729 0.00030243984736860524 0.020409424767552163 0.011749349594024905 -9.7954912427144396e-05 -0.0052872744549855698 0.0080885990984094266 -0.0076209750566019951 0.018290952861594195 0.0077399004149618011 -0.027542588105290661 -0.014769179180557408 -0.006901394445635466 0.019403033656400462 -0.021355171968188921
leaf_weight=18.380200311541557 13.351791620254515 22.084943898022175 16.603708162903786 18.164172895252705 38.566276587545872 337.02376555278897 64.502840518951416 22.126108404248953 21.292594023048878 1720.5528588630259 18.434906721115112 75.72440005838871 138.15195481479168 27.219343431293964 98.923767074942589 23.63848040997982 19.064212180674076 23.491524919867516 20.187067203223705 13.660785906016825
leaf_count=67 46 68 49 56 136 1098 213 97 81 5343 59 263 440 89 299 76 68 85 73 57
internal_value=-9.91511e-06 -0.00166011 -0.00108588 -0.000333968 0.00117045 0.000280682 -0.00629272 0.000381067 0.00636462 9.4178e-05 -4.4958e-05 -0.00467534 -0.00203434 0.000594318 0.000325838 -0.0179454 -0.00308964 0.00232817 0.00635614 -0.00107022
internal_weight=2751.15 529.362 516.01 493.925 393.754 375.59 100.171 2221.78 100.758 2121.03 2102.65 255.95 213.876 1846.7 1819.48 42.0734 83.5671 78.632 55.1404 34.9534
internal_count=8763 1734 1688 1620 1290 1234 330 7029 393 6636 6569 838 703 5731 5642 135 281 296 211 138
is_linear=0
shrinkage=0.05


Tree=576
num_leaves=16
num_cat=0
split_feature=31 20 40 40 3 7 10 19 7 34 34 41 15 34 29
split_gain=0.743694 1.35844 1.19621 4.51539 2.37266 2.12051 3.17862 3.25422 1.32579 3.27418 5.39047 3.09165 2.82394 5.57248 3.042
threshold=0.021325839060730514 0.46656328648531925 0.015169236847580049 0.016684974784509959 0.13219834671215017 74.540735267112254 48.894981150370192 0.30095622803414096 75.409521197435581 0.00025421394527214153 0.00060221576024865897 0.010008232499755345 0.90948564815656885 0.0034859981334777195 0.0015586216569110081
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 8 6 7 -5 12 11 -11 -10 14 -14 -1
right_child=1 -3 3 5 -6 -7 -8 -9 9 10 -12 -13 13 -15 -16
leaf_value=0.00094152178470153212 0.016792613723845367 -0.001773535222157497 -0.026229370383162171 -0.0051863888163712442 0.019619130970051548 0.016738197896844484 -0.021409670452546506 0.022374530743597978 -0.0074985758466008749 0.025203835426961696 -0.00034345435886022472 0.0115148057388672 0.011436051025326978 -0.0031001559842601333 -0.0045099435544972951
leaf_weight=1291.7717711292207 18.197221428155899 20.387265011668205 20.650986775755882 38.522083044052124 15.387828491628168 15.036977924406527 18.919236436486244 14.661191359162329 263.30914335697889 21.91706158220768 327.07901529222727 22.985340625047684 158.10767733678222 112.22894690930843 318.94120966643095
leaf_count=4214 70 66 95 142 55 61 77 56 865 70 1083 73 487 354 995
internal_value=-6.23331e-06 0.00687416 -0.000108962 -0.00526598 0.000108827 -0.000216235 -0.00383962 0.00234531 -9.26925e-06 -0.00198591 0.00125336 -0.00595113 0.000655717 0.00538401 -0.000135045
internal_weight=2678.1 38.5845 2639.52 107.79 2531.73 87.1395 72.1025 53.1833 2516.34 635.291 348.996 286.294 1881.05 270.337 1610.71
internal_count=8763 136 8627 431 8196 336 275 198 8141 2091 1153 938 6050 841 5209
is_linear=0
shrinkage=0.05


Tree=577
num_leaves=12
num_cat=0
split_feature=14 14 2 14 31 21 16 16 14 2 16
split_gain=0.665164 0.732065 5.76618 1.11769 1.53165 1.14519 1.87115 2.25691 1.20998 4.11587 1.6149
threshold=0.014095827087638851 0.039380734736271648 0.49777759234203939 0.077697379954849877 0.0026405795076370714 -0.034285373851221171 0.034678164161035439 0.050050234973192713 0.4163109460327426 0.39909056063014225 0.018764801591739936
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -5 -8 9 -7 -10
right_child=1 3 -4 5 -6 8 7 -9 10 -11 -12
leaf_value=-0.015659337898964225 0.04722973448508147 -0.02642256752603982 -0.020914030755309773 -0.033983037166940719 0.0055676090660644719 0.040308697504107531 0.010185076783427144 -0.018336993795313408 -0.0057097114327780201 0.002703902702294671 0.00086209821403590852
leaf_weight=6.5729564931243649 5.9690999519079906 9.0431091822683793 6.1572016598656774 5.9722413625568143 5.9111850522458544 7.5874290689826003 14.613821965176614 12.888722216244785 114.03069402743131 148.8524264851585 514.2147215991281
leaf_count=70 44 90 61 106 50 40 210 315 1053 1198 5526
internal_value=5.61815e-05 0.000186145 0.0123323 1.8929e-06 -0.0134923 0.000256268 -0.00877641 -0.0030183 0.000649043 0.00458428 -0.00032349
internal_weight=851.814 845.241 12.1263 833.114 14.9543 818.16 33.4748 27.5025 784.685 156.44 628.245
internal_count=8763 8693 105 8588 140 8448 631 525 7817 1238 6579
is_linear=0
shrinkage=0.05


Tree=578
num_leaves=11
num_cat=0
split_feature=16 23 16 28 2 16 8 15 5 23
split_gain=0.710322 1.20797 1.00283 1.71782 4.15635 1.1712 3.38774 4.99514 2.60741 4.17034
threshold=0.0070184647095794042 0.010543541859299474 0.010655420698068692 -0.0039663404234671325 0.51510323065599384 0.013668448328850837 51.471962563216323 0.12746906873893957 0.017216765976106357 0.015728835651848603
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -4 -7 -10
right_child=1 2 5 4 -6 8 -8 -9 9 -11
leaf_value=-0.010283941424232926 0.011674318421696802 0.0044573156194688589 -0.010790798383003996 -0.033849086471556884 0.0034582374764570122 -0.019139670598037905 -0.0091602058138251924 0.017013528429748872 0.019619895959790159 -0.00021254561450240216
leaf_weight=16.624732777476311 22.076830185949802 18.610675305128098 21.196857810020447 14.411431245505812 14.895884484052656 17.825010802596807 30.738815009593964 64.811515942215919 26.690688103437424 2501.7472987286747
leaf_count=70 91 64 69 50 53 64 98 205 90 7909
internal_value=-9.5165e-06 5.15269e-05 -4.17078e-05 -0.00720438 -0.0147698 8.5565e-05 0.0049815 0.0100985 -0.000137139 -4.45379e-07
internal_weight=2749.63 2733.01 2710.93 47.918 29.3073 2663.01 116.747 86.0084 2546.26 2528.44
internal_count=8763 8693 8602 167 103 8435 372 274 8063 7999
is_linear=0
shrinkage=0.05


Tree=579
num_leaves=18
num_cat=0
split_feature=27 28 0 33 40 3 16 28 5 33 40 4 40 20 3 31 44
split_gain=0.739078 3.99644 4.77285 5.71116 3.06695 2.98167 3.1824 2.86446 2.23591 1.86343 2.50916 4.60026 2.92646 6.75788 5.40824 2.25672 1.58864
threshold=-0.010362793760692329 -0.0251924117170578 -0.016932725742177707 0.018349407917889155 0.0069835058055119905 0.099834491646363946 0.095691888083585017 -0.12749928364775812 0.093541950370212956 0.03109710837641513 0.014181039404438496 0.86599227899673403 0.012351011182235078 0.72492889953271755 0.091494229683700717 0.0097308499915061113 -0.5
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7 -2 -3 10 12 15 14 -14 -9 -12 -6
right_child=7 8 3 5 16 6 -8 9 -10 -11 11 -13 13 -15 -16 -17 -18
leaf_value=0.025557892934669441 0.021706185150725865 0.018129058576001941 0 0.015939881219374907 -0.012914159544176374 -0.017336557943427047 0.0039659110551892958 0.00048847067186463084 -0.0035001370150749209 0.017106443185471398 -0.02465004181900507 0.016951351539446373 0.019350397867364838 -0.014116460873455873 -0.010744758834450797 -0.0030101191691097573 -0.032712164462157155
leaf_weight=10.63506695628166 15.341087803244589 30.090717345476151 14.714200645685194 20.552787318825722 16.376450657844543 31.856456942856312 38.165320076048374 2179.3507842943072 19.168898895382881 15.901386208832262 31.812877777963877 12.732419975101946 53.884188778698444 20.67853320017457 112.58335545659065 20.318656034767628 32.772980406880379
leaf_count=35 53 97 51 72 74 123 138 6900 69 56 133 47 182 78 386 88 181
internal_value=-6.3592e-06 -0.00282357 -0.00657099 -0.00883094 -0.0202719 -0.0006954 -0.00566526 0.000236912 0.00962093 9.94033e-05 -1.04674e-05 -0.00970676 0.000253587 0.00999557 -6.15862e-05 -0.0163334 -0.0262567
internal_weight=2676.94 214.333 165.073 154.438 63.8636 90.5746 70.0218 2462.6 49.2596 2447.26 2431.36 64.864 2366.5 74.5627 2291.93 52.1315 49.1494
internal_count=8763 840 674 639 306 333 261 7923 166 7870 7814 268 7546 260 7286 221 255
is_linear=0
shrinkage=0.05


Tree=580
num_leaves=10
num_cat=0
split_feature=33 3 28 5 33 1 5 43 30
split_gain=0.662547 1.28266 2.91557 2.26592 1.51321 2.25985 1.41689 1.29675 0.246759
threshold=0.0035941919965311211 0.02495968920303587 0.0048112191830548797 0.013064596387952704 0.0048992704645366069 0.014920371679028084 0.019539266742765484 1.0000000180025095e-35 -0.00089895557317633821
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -3 -5 7 -7 -6 -2
right_child=1 3 -4 4 5 6 -8 -9 -10
leaf_value=0.016813449112269212 -0.017080131605269881 0.026586420482358437 0.0077841007304900126 0.025577963159372302 -0.002836456424488347 0.0086866759836551604 -0.00037286474785006973 -0.035570413414270072 -0.035915944622066952
leaf_weight=5.7600684482604256 4.4922880828380585 7.9880584776401511 9.5174925960600358 5.6375066675245753 5.9930740650743228 45.663611026480794 752.59383075358346 6.8995351772755384 6.9857823252677935
leaf_count=35 51 32 52 41 45 371 7989 75 72
internal_value=5.62096e-05 -5.39776e-05 -0.0122332 0.000251441 -3.21305e-06 -0.000190297 0.000140139 -0.020878 -0.029187
internal_weight=851.531 845.771 20.9956 824.776 816.788 811.15 798.257 12.8926 11.4781
internal_count=8763 8728 175 8553 8521 8480 8360 120 123
is_linear=0
shrinkage=0.05


Tree=581
num_leaves=31
num_cat=0
split_feature=20 28 24 40 14 7 17 10 7 39 32 9 40 12 28 20 38 27 30 27 40 12 1 26 37 39 33 32 27 32
split_gain=0.699841 3.42967 5.6081 6.58896 4.31398 6.59301 5.8222 3.93344 3.08996 4.57754 3.13749 2.89972 4.58216 5.27078 2.81226 2.41627 2.74993 2.01817 4.78699 2.96452 4.18886 2.93254 3.43072 2.50994 3.49841 1.98182 1.942 1.893 1.6945 0.505925
threshold=-0.16660443116753834 0.013260182095011864 0.0088578877939437962 0.012750133015164828 1.6217182483790871 82.915989871280445 1.0463110773826847 55.934742655064611 70.384692172365746 0.0086443395119349137 0.0029551975222541628 -24.794430124343531 0.0081295567776729378 0.053083611765820674 0.018342567528926306 -0.06925911925912058 -0.0062258059525400191 -0.0029875203109972601 -0.00074890474944447414 -0.0024024923975114578 0.006233465887098868 0.1282807779549395 0.051780795791577149 -0.01343194887790544 -0.0064304293500050394 0.0036663042078863037 0.014308288409639077 0.00082629819903853191 0.0014373308122296927 -0.00045743943279191772
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 6 -6 -4 -3 9 -9 14 12 25 -14 -10 16 -2 18 21 20 29 22 -17 -21 -25 -1 -12 -18 -13 -19
right_child=15 7 3 -5 5 -7 -8 8 10 -11 26 28 13 -15 -16 17 27 19 -20 23 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.024718712533001504 -0.010449634523787651 -0.021475166706762926 0.0074644354036865444 -0.02030132997147641 -0.020594136344134876 0.018042011746634754 0.036382014627209143 -0.0030678344211327625 -0.022219571872478111 0.028965167622613777 -0.027583812812675707 -0.02442374103605981 -0.03344576353004243 -0.00094864868005972703 -0.0012740414749341832 0.0062428645189453813 0.022516293945569275 -0.030153291591865791 0.02934477929004561 0.014108534900725847 0.002391662073034425 0.023245683085246879 -0.0021309023182560123 -0.0057809027490673447 0.00053392127439352139 0.0042764376200701065 -0.004433380049570476 0.0045406386182885797 -0.0026803201306158844 -0.016423013552586442
leaf_weight=16.415339976549149 13.981980964541433 32.37533737719059 35.418429285287857 15.432956568896769 18.572418093681335 26.834141746163368 35.286683604121208 30.268745221197605 17.372451305389404 17.335359878838062 23.210627600550652 22.617257945239544 16.544209308922291 51.247281961143017 203.97486126422882 203.66054337471724 31.20647668838501 16.979488879442215 16.299350932240486 29.1525539457798 28.060248345136642 15.507376693189142 304.84237859398127 271.65196807682514 1132.1790077164769 45.340805098414421 15.827146522700785 29.20073876529932 15.763844832777975 15.890197254717348
leaf_count=58 49 95 108 61 58 82 115 91 56 59 73 70 62 184 643 621 96 49 62 91 87 62 1028 815 3577 155 54 93 55 54
internal_value=-9.40352e-06 -0.00145945 0.0024316 0.0101685 0.0142754 0.00211846 0.0219979 -0.00489742 -0.00313216 0.00852865 -0.00528567 -0.00360169 0 -0.00899065 -0.00294982 0.000428276 0.00927381 0.000101908 0.00272254 -0.000842679 -0.0116379 0.00187947 0.00121361 -0.000379401 -0.000684808 0.00982219 -0.018361 0.0139314 -0.0156534 -0.0237373
internal_weight=2748.45 639.838 299.473 131.545 116.112 45.4066 70.7051 340.365 307.989 47.6041 260.385 167.929 129.548 67.7915 221.347 2108.61 74.3892 2034.22 540.31 1493.91 60.9299 524.01 508.503 1432.98 1403.83 61.7561 39.0378 60.4072 38.3811 32.8697
internal_count=8763 2079 1008 424 363 140 223 1071 976 150 826 584 459 246 699 6684 238 6446 1773 4673 190 1711 1649 4483 4392 213 127 189 125 103
is_linear=0
shrinkage=0.05


Tree=582
num_leaves=23
num_cat=0
split_feature=5 1 1 5 40 15 5 28 31 30 29 5 5 19 24 8 40 38 3 40 40 7
split_gain=0.721926 3.4709 3.4333 5.12876 5.48283 3.14231 2.58518 3.28198 3.13609 3.55025 4.23352 2.52401 5.81581 4.44935 3.54998 4.26281 5.1177 4.37218 3.04398 7.06119 4.01078 1.47252
threshold=0.01860891240524648 0.024455802091719419 0.020612880729968443 0.016913789512658029 0.0036723124868688448 0.54402762508733504 0.024713127901306982 0.034061288597213177 0.0044191426976022538 0.0028342539490361081 0.0020494045076431271 0.031147877201202125 0.031907235632771348 0.59246918966081374 0.014368351175008882 -59.481745582966518 0.0046038236821231175 0.031751882802439908 0.038429793795944044 0.0043340212217156055 0.004686686733242012 47.524136899746132
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 10 -2 14 13 -13 15 16 -8 -17 19 -14 -20 -5
right_child=6 -3 -4 21 -6 -7 11 -9 -10 -11 -12 12 18 -15 -16 17 -18 -19 20 -21 -22 -23
leaf_value=-0.0018061138370568234 0.0081005551366798833 -0.019055915364373073 0.017326953055580241 -0.0094233534931380293 -0.025286056328175273 0.019477114531074383 -0.012297804593909119 0.022116585740967032 -0.013189502711765937 0.027892686309123001 -0.0090111346223044966 0.00027775270253866741 0.0050698860329568716 0.030698920011047515 0.018750278183207909 -0.010506663112645904 0.012582682955970479 0.011735644987051074 0.016136555217491366 -0.034127071079350417 -6.5063967951928758e-05 -0.031358454463829372
leaf_weight=33.642678201198578 127.06604348123074 28.477333039045334 23.792919479310513 16.635442897677422 13.952709347009657 34.825650550425053 31.122815981507301 25.354912340641022 25.825555831193924 15.901508674025534 50.190937414765358 21.907667867839336 24.894984185695648 27.468937993049622 16.052190639078617 236.82848753780127 60.486619010567665 24.076584719121456 38.935091450810432 20.917645297944546 1759.9208582825959 15.810650631785391
leaf_count=139 399 90 74 60 49 129 99 74 84 52 150 67 84 79 51 763 188 73 115 78 5812 54
internal_value=-5.99946e-06 -0.00318854 4.5577e-05 -0.00350246 0.00307764 0.00895906 0.000204304 0.0050904 0.00308702 0.00529479 0.00322478 -0.000321337 0.000412998 0.0173304 -0.0041077 -0.00516777 0.00407123 -0.00843125 -3.80378e-05 -0.0127535 0.000283708 -0.0203292
internal_weight=2674.09 167.137 138.66 114.867 82.421 68.4683 2506.95 244.339 218.984 193.158 177.257 2262.61 1894.05 49.3766 368.567 352.515 91.6094 260.905 1844.67 45.8126 1798.86 32.4461
internal_count=8763 595 505 431 317 268 8168 759 685 601 549 7409 6235 146 1174 1123 287 836 6089 162 5927 114
is_linear=0
shrinkage=0.05


Tree=583
num_leaves=29
num_cat=0
split_feature=14 29 38 34 10 0 14 41 34 0 24 21 40 37 16 1 39 16 28 28 40 16 16 40 38 28 10 17
split_gain=0.645125 2.44908 7.9633 3.34197 2.24458 2.41451 1.55975 3.88578 3.09908 3.11918 3.0797 2.72155 4.44341 1.87111 1.55746 7.07649 2.56457 3.21545 2.02408 3.90285 2.55561 1.56535 2.11392 1.72521 1.50846 0.78106 0.769161 0.095165
threshold=0.16335768531905523 0.0025353665781595596 -0.0096707321070269008 -0.00094365532455564771 55.934742655064611 0.50501491504903662 0.42220808656236858 0.0050776140410023129 -0.0039338402568899747 0.57046718947052211 0.00019393140220132324 -0.019719062689450784 0.007255593701360522 -0.0084770924409429665 0.018764801591739936 0.023446501085486529 0.0017791653042956224 0.013379570250092176 0.012020223998383052 0.0024634436933985144 0.0046457089340552005 0.021613386318852981 0.028265547337192071 0.0038244233213623352 0.0029675897226283392 -0.0023967633092303602 46.790809989159463 -0.76534231509846185
decision_type=2 2 2 2 2 2 2 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 25 5 24 7 8 -2 10 -10 12 -9 -14 16 -16 17 -8 19 -18 -20 23 -23 -17 -5 -1 -13 -27
right_child=6 2 -4 4 -6 -7 14 11 9 -11 -12 26 13 -15 15 21 18 -19 20 -21 -22 22 -24 -25 -26 27 -28 -29
leaf_value=-0.0087002291207079873 0.040940171727398382 -0.035213948268192151 0.036822328752301306 -0.0084605389117206019 0.025175054001964844 -0.026456438062368321 -0.0069822067184947562 0.040625281827883768 0.030209907934949199 0.030273611075749121 0 -0.010147729664321321 0.014018160206558767 -0.024971115823223047 0.0537783788532376 0.013692392830462223 -0.013090956738307128 0.031640922415841662 -0.035563644732652243 0.013986081124232759 -0.0067492805599720504 0.0071943462810607414 -0.00094304192526822135 -0.016303134995703 0.019254764515091949 -0.022217664059123832 -0.035538896063127039 -0.035963080732257187
leaf_weight=5.9825115371495512 7.7208535373210898 5.6720869084820178 11.157563338056205 10.76795613020659 6.9278929997235528 9.7944875219836813 12.219697434455158 5.5114894881844547 9.5660224184393865 13.173129195347427 65.961756214499474 5.7829400617629281 4.3336670212447634 9.2380083780735713 6.0867737773805848 5.6136608691886094 39.379599393345416 9.2955478839576227 14.140297901816664 19.857630668208003 18.033159729093313 99.594564390834421 397.48636570619419 25.959272678010166 8.6967825535684806 5.2388277798891076 8.4020420480519515 9.5553363468497956
leaf_count=51 50 64 82 123 48 95 93 39 67 93 523 65 41 122 46 52 397 52 157 172 181 939 4664 260 66 47 85 89
internal_value=6.07015e-05 -0.00439705 0.0121841 -0.00939624 -6.65277e-05 -0.00627883 0.000490813 0.00549691 0.0106023 0.00786217 0.00385232 -0.00913782 0.00296821 -0.012144 -0.000504591 0.000614009 -0.00584162 0.00954258 -0.00952369 -0.0039216 -0.0196391 0 0.000678418 -0.0107857 0.00370213 -0.0253283 -0.0256809 -0.0316132
internal_weight=851.15 73.7934 16.8297 56.9638 36.1871 29.2592 777.356 129.69 96.4218 88.7009 75.5278 33.2681 19.0832 13.5717 647.667 534.741 112.926 21.5152 91.4107 59.2372 32.1735 528.654 497.081 31.5729 19.4647 20.7767 14.185 14.7942
internal_count=8763 665 146 519 332 284 8098 1085 733 683 590 352 202 163 7013 5961 1052 145 907 569 338 5915 5603 312 189 187 150 136
is_linear=0
shrinkage=0.05


Tree=584
num_leaves=31
num_cat=0
split_feature=44 31 5 30 5 32 40 38 1 12 16 44 42 40 11 5 16 1 30 20 38 32 32 0 31 5 25 24 32 36
split_gain=0.725716 3.38728 4.74729 3.37048 3.12388 2.94047 4.22892 4.15884 2.74009 8.87618 3.27712 2.66017 1.84356 4.38474 3.71723 4.6923 6.28027 3.44307 5.59422 4.0379 3.41794 2.95714 4.56969 2.94423 2.82704 2.72246 2.70387 1.98348 3.83872 3.04379
threshold=0.60355339059327384 0.017365758993728764 0.0924308094743157 0.013381016493325409 0.068271663028283261 -0.001635576866964267 0.010327729218490215 -0.029151848040355307 0.052601745556999931 0.050553348662922347 0.03790512337985822 0.91597561503675351 0.75650480234886064 0.0051497231819360488 0.68026738471498083 0.032523418986762025 0.04427836214985157 0.08648353026936377 0.0078816678395305321 -1.658150694116497 0.017298683767917326 0.0022494030388126285 0.00048466981909939694 0.84124183307149536 0.0029868073938392379 0.033882272560070606 0.0030046674153191757 0.0075491579823724151 0.0024828582521871857 -0.001682561536762772
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 -3 5 -5 6 11 -8 9 -7 -10 -2 14 21 27 -16 20 18 19 -15 -17 22 -14 -20 -19 -24 -26 28 -1 -29
right_child=1 2 -4 4 -6 8 7 -9 10 -11 -12 -13 13 17 15 16 -18 24 23 -21 -22 -23 25 -25 26 -27 -28 29 -30 -31
leaf_value=-6.3773788738212629e-05 0.0046912522488044128 -0.03206147833736326 0.004393337721820342 0.031145440605506388 0.0024206179595576672 -0.0028441110811801753 0.0039714623603566727 -0.026744555416194606 -0.016436896289471471 0.02346819679136259 -0.0032429583171638128 0.023135410945927987 0.013293243389210042 0.021935015572607817 0.0097032282587024982 -0.010447464748800504 -0.0017913495046332159 -0.020268840518763417 0.027715678406084396 0.00080637018454027081 -0.037381747881313765 0.0094730251200931953 -0.010286820135781744 0.0084505410588297854 0.020836553188534862 -0.034034025108154259 -0.0009697557068595211 0.014509575015040719 -0.023894868751745291 0.0010151818736014162
leaf_weight=1079.8329040333629 48.944766096770763 20.44183100014925 15.379877552390097 15.33219902217388 25.634140949696302 313.6083869189024 32.66864949464798 16.36316042393446 67.716130793094635 35.59615595638752 158.53861080110073 33.537700362503529 16.176323793828487 26.40670819580555 28.365668475627899 21.204367309808731 58.261059399694204 16.383275419473648 47.534565359354019 158.07600755989552 28.612236618995667 23.889263890683651 51.533679127693176 35.762324020266533 16.085295878350735 16.217632934451103 114.35512260347605 58.850685641169548 17.074759885668755 146.81117663532495
leaf_count=3389 165 71 54 44 95 991 117 53 209 108 535 112 52 84 87 66 186 58 146 487 86 76 174 116 54 55 390 184 54 465
internal_value=-1.11568e-05 -0.0012989 -0.0163019 -0.000571579 0.0133427 -0.0013867 0.00534245 -0.00621106 -0.00293392 -0.000141702 -0.0072194 0.0122702 0.000500898 0.00304586 -0.0004197 -0.0082701 -0.0130381 0.00538797 0.00876235 0.00386804 -0.0260613 -0.00591089 -0.0103554 0.0195245 -0.000734018 -0.0160867 0.00169489 0.000399358 -0.000441437 0.00490611
internal_weight=2745.19 783.762 35.8217 747.94 40.9663 706.974 131.514 49.0318 575.459 349.205 226.255 82.4825 1961.43 522.42 1439.01 136.443 108.078 414.603 267.78 184.483 49.8166 107.817 83.9276 83.2969 146.824 67.7513 130.44 1302.57 1096.91 205.662
internal_count=8763 2554 125 2429 139 2290 447 170 1843 1099 744 277 6209 1692 4517 425 338 1335 833 571 152 357 281 262 502 229 444 4092 3443 649
is_linear=0
shrinkage=0.05


Tree=585
num_leaves=11
num_cat=0
split_feature=12 3 3 31 40 31 12 33 33 31
split_gain=0.882714 1.00548 1.87044 2.05631 1.23077 4.37197 2.57143 1.84932 1.60871 1.20354
threshold=0.016705020884912946 0.024097954685282582 0.026017095402800835 -0.00064819860567573581 0.0030713528812234682 1.0000000180025095e-35 0.023010726680832639 0.0054637429555784737 0.0064053313347909452 -5.4304648059950234e-05
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 -3 5 6 -4 -6 -9 -2
right_child=1 2 4 -5 7 -7 -8 8 -10 -11
leaf_value=-0.013979649806308636 0.019975963024169593 -0.026071179780759676 0.0051299877554828212 0 -0.015438582809204352 -0.0073744140554404466 0.035027754800655814 0.0068414224995136264 -0.00018135468634787578 -0.00032794272989424076
leaf_weight=11.154817983508108 13.73976292461157 14.31739278137684 14.584376737475397 15.225648723542689 19.314768850803375 25.997110716998577 15.093797750771044 84.250324234366417 2442.9208027087152 14.437341816723345
leaf_count=70 50 50 48 55 67 91 58 270 7949 55
internal_value=-4.82683e-06 5.24234e-05 -4.6451e-05 -0.0125365 9.39071e-05 0.00744208 0.0205699 -6.50728e-05 5.10523e-05 0.00943149
internal_weight=2671.04 2659.88 2631.7 29.543 2602.16 55.6753 29.6782 2546.49 2527.17 28.1771
internal_count=8763 8693 8588 105 8483 197 106 8286 8219 105
is_linear=0
shrinkage=0.05


Tree=586
num_leaves=9
num_cat=0
split_feature=14 33 3 28 5 18 23 21
split_gain=0.635049 0.682173 1.11192 2.18197 2.10819 0.963155 1.23265 1.09741
threshold=0.014095827087638851 0.0035941919965311211 0.023359588131628469 0.0031661553528008028 0.013064596387952704 1.2073454931770671 0.011936297343222565 0.00089772857442038895
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -7
right_child=1 2 4 -5 5 7 -8 -9
leaf_value=-0.015396912208053599 0.017345049032947781 -0.035278042174587819 0.025164223424395383 0.0063146288805989636 -0.01341039193611477 -0.033386693296656091 0.00048576084723942934 0.0027350991464581672
leaf_weight=6.4894652133807531 5.6526565309613934 6.2736711539328081 8.3293535858392698 5.8577939458191395 16.174805462360382 4.4689486147835842 793.87168403016403 3.4328963533043861
leaf_count=70 33 71 34 33 153 85 8238 46
internal_value=5.61464e-05 0.000182688 5.89598e-05 -0.0148984 0.000286392 2.38978e-05 0.000200493 -0.0172309
internal_weight=850.551 844.062 838.409 12.1315 826.278 817.948 810.046 7.90184
internal_count=8763 8693 8660 104 8556 8522 8391 131
is_linear=0
shrinkage=0.05


Tree=587
num_leaves=24
num_cat=0
split_feature=35 34 35 36 8 36 37 1 12 10 10 3 41 30 7 28 30 9 32 21 35 31 28
split_gain=0.692704 2.39865 2.34736 1.68968 3.72498 2.44276 1.77157 1.40727 2.14821 2.29123 2.04714 3.39397 3.80781 2.26181 2.17706 4.52572 4.87152 3.8317 2.59703 5.4098 2.48681 1.93066 1.62945
threshold=0.0095766070353945371 -0.0095492541919631174 0.010065709658949375 -0.0021767493697487646 -31.029249773003965 0.0023411068255707605 -0.0084770924409429665 0.14273060193474266 0.066550754139052828 25.469427210903039 77.038148357803763 0.055668833795743763 0.0028915804023388267 0.0084092578100736833 81.19601222109624 0.039073950988631402 0.013381016493325409 -16.770884397700176 0.001731125223580175 -0.0080771749343561822 0.0076825505536516356 -0.023997575022685676 -0.035305863462602248
decision_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=7 -2 -3 6 -5 -6 -4 10 -9 -10 14 12 13 -12 18 17 -17 -16 20 -20 -1 -11 -23
right_child=1 2 3 4 5 -7 -8 8 9 21 11 -13 -14 -15 15 16 -18 -19 19 -21 -22 22 -24
leaf_value=8.9377166696581731e-05 -0.022555531399649109 -0.017025191014566229 -0.00090832697688597054 -0.026515608912439488 -0.018748653642646499 0.00037882493012010143 0.021524344612292825 0.020003801094116369 -0.012792818237109746 0.024060803791828431 -0.024751253749550506 -0.021872232031010061 0.015834190888844493 0.0021693983020015205 0.019789237963449391 -0.023000897694799891 0.01215173869952719 0.0017129973472179854 -0.011557076871247253 0.010797248974766659 0.0096924096356983732 -0.013093242475130069 0.0079753201719426608
leaf_weight=1655.0728136636317 13.285983368754385 22.020216323435307 16.942913979291916 13.959094285964964 17.260848149657249 426.5272596552968 17.32663032412529 21.891882661730051 18.935385279357433 13.034174688160418 15.703212738037111 27.664207875728607 21.531297445297241 14.767126142978666 60.328448586165905 23.619638800621033 16.579928234219551 58.259465031325817 116.19021061807871 34.971385069191456 70.23609670996666 12.422492504119871 33.580075070261955
leaf_count=5165 46 68 64 46 55 1398 57 97 68 52 65 92 73 47 184 72 52 187 375 107 217 47 129
internal_value=-1.08919e-05 -0.00164114 -0.00108657 -0.000359762 -0.00117214 -0.000357918 0.0103177 0.000375055 0.00617295 0.00220504 9.86431e-05 -0.0077558 -0.000122501 -0.0115765 0.000408911 0.00602892 -0.00838428 0.0109599 -6.42872e-05 -0.00634861 0.000483747 0.00711348 0.00216147
internal_weight=2742.11 527.323 514.037 492.017 457.747 443.788 34.2695 2214.79 99.864 77.9721 2114.92 79.6658 52.0016 30.4703 2035.26 158.787 40.1996 118.588 1876.47 151.162 1725.31 59.0367 46.0026
internal_count=8763 1734 1688 1620 1499 1453 121 7029 393 296 6636 277 185 112 6359 495 124 371 5864 482 5382 228 176
is_linear=0
shrinkage=0.05


Tree=588
num_leaves=21
num_cat=0
split_feature=39 32 42 5 5 1 39 31 42 32 5 1 44 40 5 41 14 13 14 0
split_gain=0.724245 2.81628 2.62827 2.14997 3.2331 1.81059 1.17241 4.21473 4.80109 2.0644 1.28375 3.18045 3.87692 2.68879 1.54418 2.49626 1.42123 2.35643 1.19172 0.990699
threshold=0.0019043132611811658 4.2403965976501805e-05 0.79727069589274346 0.01860891240524648 0.025026180934844485 0.014515705535169588 0.0023128244592316859 0.0042621452489740924 0.36438232429081568 0.00092496033069518484 0.01860891240524648 0.024157268377189883 -0.70710678118654757 0.0039114326923366995 0.020007972527114268 0.0026734366870930677 0.048481558709501667 0.013322169114102321 0.20137802797167201 0.53682233054135375
decision_type=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 -5 -3 7 8 -2 19 11 12 -8 -14 15 -12 17 -16 -18 -10
right_child=6 2 -4 4 -6 -7 10 -9 9 -11 14 -13 13 -15 16 -17 18 -19 -20 -21
leaf_value=-0.030830654300166085 -0.011717872032495481 -0.0037140516701623799 -0.01359758937984239 0.011146028777087931 -0.021030154313039517 0.016444567722163378 -0.021007497912831533 -0.016366121682288834 0.016793099813507597 0.0035740686184165104 -0.001609965736769102 -0.023067806647341319 -0.0015676762800337632 0.022047474641166021 -0.00012884547626876576 0.024805427480548158 0.0043091815589334061 -0.022705859480794132 -9.4213229002004426e-05 0.034586812948485958
leaf_weight=13.01433254778385 16.314224492758512 17.281673457473516 17.803769409656525 14.033668383955957 17.054047480225563 29.410300575196743 17.997317608445883 16.610444664955139 17.510940842330456 15.389695048332213 18.82287460565567 20.616542920470238 38.911638431251049 17.144125446677208 33.211617298424244 16.376307383179665 165.35858427733183 18.00555095821619 2131.0306122303009 17.688587509095669
leaf_count=54 57 74 56 47 57 97 68 51 62 49 60 65 135 51 111 50 531 61 6966 61
internal_value=-5.13641e-06 -0.00400433 0.00258964 -0.0137446 -0.00635564 0.00888459 0.000162645 0.0059862 0.0116265 0.0192616 -3.18779e-05 -0.00574058 -0.000824613 0.00559216 0.000193064 0.0105735 3.48494e-05 -0.00819208 0.000220863 0.0259492
internal_weight=2669.59 108.598 64.4957 44.102 31.0877 46.692 2560.99 83.5139 66.9034 50.5892 2477.48 94.6696 74.0531 56.0558 2382.81 35.1992 2347.61 51.2172 2296.39 35.1995
internal_count=8763 385 227 158 104 171 8378 280 229 172 8098 319 254 186 7779 110 7669 172 7497 123
is_linear=0
shrinkage=0.05


Tree=589
num_leaves=16
num_cat=0
split_feature=42 7 7 42 26 26 22 15 15 7 1 15 17 39 12
split_gain=0.665021 3.26896 2.68584 3.08954 2.6857 3.99793 6.62744 2.88503 2.61828 2.79131 2.51154 2.00009 3.27394 2.7015 0.512116
threshold=0.34060472693815597 24.945928542136276 54.442968301076554 0.33571204667800564 -0.0025922143736690734 -0.00088184129346081746 0.32729798240795183 0.39952657619902071 -0.062720134170144534 29.163526776315383 0.027102720472984971 0.011352841240733763 -0.51322329123246879 0.0059940723833248099 0.034557932575623382
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 -6 10 14 -10 -1 13 -13 -11 -3
right_child=1 8 -4 -5 5 -7 -8 -9 9 11 -12 12 -14 -15 -16
leaf_value=-0.022722678345146335 -0.034528274834742044 -0.005456964623660048 0.03319743875636421 0.041953705138247109 -0.0038906751202647627 -0.014989342834247705 0.066927774601674692 -0.036839290268253805 0.02698768426356319 -0.001633532472560424 0.0015874461115796619 -0.010911669882332505 0.00057365544564103325 0.047717280267075307 -0.034035368234627064
leaf_weight=11.575626040808855 6.9385520983487359 2.6866754069924337 6.9266180880367747 4.4911456601694217 6.0273942574858683 6.024444891139864 6.8621772322803736 5.6505248118191949 9.4165979055687767 5.70959325134754 116.66655717417598 69.312001164071262 580.39232635172084 4.9598554773256183 6.6198140382766724
leaf_count=172 105 32 46 32 63 53 47 52 87 56 1530 617 5687 55 129
internal_value=5.51001e-05 -0.000623145 0.0029175 0.00153211 0.000284721 0.0178985 0.0336519 -0.00217763 -0.000264331 9.61128e-05 -0.000583915 -0.000283805 -0.000645422 0.0210737 -0.0264624
internal_weight=850.26 686.035 164.224 157.298 152.807 18.914 12.8896 133.893 679.097 669.79 128.242 660.374 649.704 10.6694 9.30649
internal_count=8763 6768 1995 1949 1917 163 110 1754 6663 6502 1702 6415 6304 111 161
is_linear=0
shrinkage=0.05


Tree=590
num_leaves=22
num_cat=0
split_feature=31 30 25 5 5 19 1 5 40 7 1 27 39 28 27 27 39 40 30 40 39
split_gain=0.720209 2.85257 3.45484 2.38771 3.57782 5.28406 3.64425 3.06537 6.20214 2.67138 2.31324 1.77119 3.83264 3.93841 2.79357 4.48742 3.05275 2.97319 2.84868 2.48996 2.31197
threshold=0.01407152653712839 0.013839707982852459 0.016467063528897513 0.068840344523885391 0.099081471737307983 0.67704825973049565 0.18114866737686083 0.056440850360709595 0.0086029158916219161 81.19601222109624 0.090741745003850696 0.012761717363747241 0.010400505824999504 0.050400679378309249 0.0098386073147652391 0.0091489954729422045 0.0039543456499400312 0.0056652701423173212 0.0085161370750363469 0.0065357360892883539 0.0060752321998795754
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 11 -3 7 5 -5 -6 8 -2 -7 -9 14 13 20 15 18 -16 -18 -1 -17 -13
right_child=3 2 -4 4 6 9 -8 10 -10 -11 -12 12 -14 -15 16 19 17 -19 -20 -21 -22
leaf_value=-0.00020953462751005189 -0.026010331317431662 0.025494592256237264 -0.0031828588820932268 0.034778343214653833 -0.027330188794354168 -0.009059466666839322 0.0027774566220987234 -0.034528397698098567 0.012640437700384116 0.01347001218554744 -0.0088889685178743048 0.011733887346116764 0.012529861584522774 -0.029691215812885363 0.025374532465210084 -0.03093359202484083 -0.014584977586621485 0.0075039370354175149 0.0099042119904710416 -0.0053390211885217019 -0.013946124218550052
leaf_weight=2183.5041616484523 15.725074276328085 24.050332292914391 18.053789403289557 15.236790761351584 17.069830894470215 28.18065282702446 23.578873798251152 15.841275244951246 30.026449620723724 24.412833839654922 21.432761043310165 14.895733594894407 17.985003463923931 23.213684231042862 19.747711181640625 17.520299717783928 17.831930592656136 97.727275669574738 71.805524408817291 21.989130303263664 20.728190459311008
leaf_count=6954 50 85 74 49 58 95 90 54 96 84 70 48 64 69 62 54 58 302 212 70 65
internal_value=-1.02685e-05 0.000210113 0.0131011 -0.00296837 0.00187772 0.00894106 -0.00977915 -0.00935494 -0.000562771 0.00130909 -0.0199826 -4.91041e-06 -0.00747665 -0.0136878 0.000229531 -0.000180123 0.00720923 0.0040425 0.000110679 -0.0168645 -0.00306557
internal_weight=2740.56 2549.05 42.1041 191.505 108.479 67.8303 40.6487 83.0256 45.7515 52.5935 37.274 2506.95 76.8226 58.8376 2430.13 2294.82 135.307 115.559 2255.31 39.5094 35.6239
internal_count=8763 8117 159 646 376 228 148 270 146 179 124 7958 246 182 7712 7290 422 360 7166 124 113
is_linear=0
shrinkage=0.05


Tree=591
num_leaves=11
num_cat=0
split_feature=1 28 31 28 28 38 2 43 31 38
split_gain=0.717371 1.20593 1.84111 2.7673 1.80103 4.19989 3.34278 2.70224 2.35669 1.89167
threshold=0.28472972050346751 -0.14855972285802657 -0.02130081033678435 -0.095628449592824114 -0.015405536795552701 0.022457298431035059 0.22246151668884265 0.12940952255126045 -0.010521946942384989 -0.04749462050691005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -7 -6 -10
right_child=-2 2 4 -5 8 7 -8 -9 9 -11
leaf_value=0.011009924179110543 -0.010060559090993347 -0.00070782498120300157 0.0023115214599570117 0.027810619192014181 0.018614339135317192 0.029219823491433868 -0.0071878755126645018 0 -0.014193901856307152 0.00042315906972232182
leaf_weight=24.814120836555958 17.523416727781296 19.287330254912376 132.30142060667276 14.661749474704264 17.55918000638485 15.67334181815386 303.05890430137515 15.581104710698126 22.259004630148411 2085.1346642300487
leaf_count=89 68 68 480 51 58 59 1102 50 84 6654
internal_value=-4.39731e-06 6.05825e-05 -4.14124e-05 0.0115072 -0.000195065 -0.00300887 -0.00428976 0.0146307 0.000420572 0.00026573
internal_weight=2667.85 2650.33 2625.52 33.9491 2591.57 466.615 435.36 31.2544 2124.95 2107.39
internal_count=8763 8695 8606 119 8487 1691 1582 109 6796 6738
is_linear=0
shrinkage=0.05


Tree=592
num_leaves=31
num_cat=0
split_feature=19 9 43 10 36 30 21 31 14 5 15 10 1 17 18 37 6 1 24 30 16 6 43 21 36 19 28 33 19 36
split_gain=0.632253 2.24324 2.57518 2.08419 2.68774 2.50104 2.4023 1.76482 3.61258 4.40994 4.19967 4.445 4.1079 3.73386 6.52125 3.16217 5.07077 3.97597 3.83284 3.25052 5.37261 4.80673 3.06711 2.90862 2.87292 6.55042 2.43952 2.24969 2.90293 1.55409
threshold=0.96278875959964283 -20.68907440524994 0.60355339059327384 64.65192679213699 0.017373509817484204 0.00054519751355191581 -0.013749928030598329 0.0017081814413226644 1.2793488649414362 0.016581576393554995 1.186379892615687 69.816146310862436 0.072176926531100818 1.2153453896806881 0.72508906799569661 0.00082997746935764571 52.454485269778324 0.048090608767043318 -0.00086931615795053793 -0.0021770919727154988 0.01618886963894178 83.314972962939152 1.0000000180025095e-35 -0.015538564212874062 -0.0077527394390332063 0.16096754569259902 -0.011694880799935812 0.0076316311310877724 0.11714887760257651 0.0049790235687401383
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 29 3 4 5 -3 -5 15 9 -9 11 23 -13 14 -11 18 17 22 27 20 -18 -21 -17 -10 -20 -26 -19 -1 -29 -2
right_child=1 2 -4 6 -6 -7 -8 8 10 13 -12 12 -14 -15 -16 16 19 26 24 21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.02257806871540978 0.0034094609827889639 0.027962576848036869 -0.018173317367885366 -0.028245411899654696 0.041349275048970034 -0.018984729856446426 0.0024283225820901787 0.032137469583652482 0.021583123581253055 -0.0020554193475304876 -0.017118514583663542 0.061509793771605641 0.01612545854933679 -0.035056503758039238 0.028251869271315205 0.04766117034188156 0.042934057670295817 0.01559361143590419 -0.032009725086029395 -0.012311479859271892 0.00061588503185431805 0.018946014278867163 0.011945374961457608 -0.0038746211880669023 0.021996244734823506 -0.013308891667936612 -0.022973360536871018 -0.0055115755304975741 0.013255190948432386 -0.031254900074301588
leaf_weight=8.2398976469412428 4.2030522450804702 5.0879096854478139 16.985274002887309 7.1644555553793898 7.2792656952515236 6.1133288261480629 51.594808459281921 10.475223068147896 21.406731072813269 232.65794410696253 9.8755698874592763 9.222767826169731 11.792127149179576 7.617550302296876 19.111197018995881 13.171444889158012 9.3061619326472265 9.7081791246309894 14.92457923106849 74.024993675760925 38.288552663289011 14.548811063636093 11.990648210048674 22.84450199035928 15.006573871709405 97.148117125034332 6.9383889213204375 37.620046044699848 44.710200568195432 10.902488512918351
leaf_count=150 39 41 271 138 70 80 557 60 195 2197 103 41 102 92 180 69 47 86 238 669 405 127 72 251 145 955 55 644 514 170
internal_value=4.91153e-05 -0.00349195 -0.000560993 0.00326585 0.0178809 0.00195633 -0.00126838 0.000578993 0.00319721 0.00047654 0.0128881 0.0175242 0.036477 -0.000794697 0.000235587 -0.0016918 0.00323256 0.0184499 -0.00574117 -0.00141312 0.00906783 -0.00710528 0.0309539 0.00834884 -0.0113455 -0.00852505 -0.000223957 0.00207094 0.00462295 -0.0213219
internal_weight=849.961 109.331 94.225 77.2398 18.4805 11.2012 58.7593 740.63 345.004 269.862 75.1417 65.2661 21.0149 259.387 251.769 395.627 177.977 41.8087 217.649 136.169 47.5947 88.5738 25.1621 44.2512 127.079 112.155 16.6466 90.5701 82.3302 15.1055
internal_count=8763 1366 1157 886 191 121 695 7397 3221 2529 692 589 143 2469 2377 4176 1530 282 2646 1248 452 796 141 446 1338 1100 141 1308 1158 209
is_linear=0
shrinkage=0.05


Tree=593
num_leaves=11
num_cat=0
split_feature=16 23 16 28 2 16 30 27 5 23
split_gain=0.685719 1.10538 0.949774 1.63604 3.90377 1.09714 3.25505 3.81502 2.42669 3.8722
threshold=0.0070184647095794042 0.010543541859299474 0.010655420698068692 -0.0039663404234671325 0.51510323065599384 0.013668448328850837 -0.0022616411342329143 0.00049153243620074906 0.017216765976106357 0.015728835651848603
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -4 -8 -7 -10
right_child=1 2 5 4 -6 8 7 -9 9 -11
leaf_value=-0.010133551642438458 0.011228105767901248 0.0043563681746386319 -0.013186566647374385 -0.033145127543303447 0.0031930335377223676 -0.018564831143990199 0.021618036461920315 0.0009128742831035464 0.018991820261696688 -0.00020257820391947156
leaf_weight=16.527717709541321 21.844674751162529 18.507774919271469 20.336062878370285 14.193929314613344 14.806261181831358 17.626825243234634 35.829081788659096 59.869533509016037 26.455280974507332 2492.8622942194343
leaf_count=70 91 64 64 50 53 64 115 193 90 7909
internal_value=-9.13456e-06 5.08658e-05 -3.81097e-05 -0.00703907 -0.0144734 8.56353e-05 0.00483903 0.00873145 -0.000129987 0
internal_weight=2738.86 2722.33 2700.49 47.508 29.0002 2652.98 116.035 95.6986 2536.94 2519.32
internal_count=8763 8693 8602 167 103 8435 372 308 8063 7999
is_linear=0
shrinkage=0.05


Tree=594
num_leaves=29
num_cat=0
split_feature=27 12 42 33 12 27 38 28 5 12 12 4 40 31 27 28 14 21 28 28 16 15 0 1 20 30 39 41
split_gain=0.722986 3.77544 5.19346 4.19083 3.44262 6.59985 4.55707 2.64551 7.20518 5.51745 4.16263 3.55553 3.12816 2.65585 3.22336 3.42157 2.82754 2.77502 3.45847 2.18724 2.06361 4.19684 2.01469 1.92564 1.41418 1.30604 0.912335 0.201187
threshold=-0.010362793760692329 0.064144110372399629 0.22089651709904815 0.014529842027796043 0.094592955231158196 -0.014603242327420244 -0.066556471165540462 -0.03944444709354044 0.048837245314428207 0.092187185291663906 0.078040810389302023 0.35286699020836371 0.015591144994381764 -0.0088281796337112989 -0.0076870606104585595 -0.0070121353583015031 0.79751607649438683 -0.041676306657786773 0.072382595847080969 -0.019073178787354591 0.09985858052626205 0.12062760650750524 0.2077172847102903 0.063736945055084426 -0.60543878221529479 -0.0072566962541237975 0.0072501177950404947 0.0044757405797875927
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 8 11 10 23 -2 -11 16 15 25 26 18 -16 -19 21 -6 -22 -10 -4 -15 -9 -26
right_child=7 4 24 -5 20 -7 -8 13 9 12 -12 -13 -14 14 17 -17 -18 19 -20 -21 22 -23 -24 -25 27 -27 -28 -29
leaf_value=0.012432408880848761 0.008744106700823923 0.0059609083992152355 -0.012556001578838658 -0.017854661682309519 -0.039204427768003036 -0.011596147343890454 0.036831426541974153 -0.033537159608047526 -0.0094818281264455739 0.034531157724363069 -0.023464550382418674 0.041284255207294597 0.002560694318981429 0.011736285376058342 0.022092220095924361 -0.0044386589487373541 0.002488050431912088 -0.0072616060962929141 -0.0064941757669946532 -0.000105501951257337 -0.014805959200863666 0.0008697621388920392 0.010474814359646607 0.015874089980535716 -0.026766965521164057 0.031127551750165378 -0.012316633393017402 -0.040487499689252984
leaf_weight=26.43256052583456 15.987919956445692 26.658753082156181 12.638553753495215 19.936252541840076 11.685437448322775 24.178331360220909 22.351176008582115 12.645813934504988 14.372148960828783 13.601737111806871 27.550085887312889 18.896806240081787 18.211228743195534 20.558079823851585 29.639733269810677 20.659977950155735 16.586631625890732 112.57767071574926 16.014051824808121 2074.0344704464078 12.038656085729597 14.120627783238886 22.181410908699036 15.193634822964666 9.2491276450455207 16.960942596197128 10.313252642750738 11.305012144148348
leaf_count=92 51 92 66 84 50 92 72 66 49 60 94 60 66 63 94 70 55 372 53 6620 36 53 87 53 52 52 45 64
internal_value=-2.52633e-06 -0.00279954 -0.0114212 -0.000492306 0.0023169 0.00961791 0.0201877 0.000238076 0.00735773 -0.000148496 -0.00949469 0.0265814 0.0164518 -0.000138409 8.15051e-05 0.0116915 -0.0129698 -0.000219353 0.0119634 -0.000476536 -0.00650306 -0.0171648 0.0014181 0.00338943 -0.0264909 0.0206947 -0.0243164 -0.034715
internal_weight=2666.58 212.776 79.5615 46.3688 133.214 73.1883 49.0099 2453.8 123.814 88.9288 57.1159 34.8847 31.813 2329.99 2290.44 58.179 39.5457 2232.27 45.6538 2186.61 60.0261 25.8061 34.2201 29.5658 33.1927 37.519 22.9591 20.5541
internal_count=8763 840 358 176 482 256 164 7923 433 322 196 111 126 7490 7324 185 166 7139 147 6992 226 103 123 102 182 115 111 116
is_linear=0
shrinkage=0.05


Tree=595
num_leaves=15
num_cat=0
split_feature=7 7 42 21 43 42 37 7 42 24 15 7 4 36
split_gain=0.629818 3.14083 1.55166 1.7034 1.29099 0.92025 3.46578 3.1192 2.63996 5.43218 2.53951 2.53943 2.28019 0.499519
threshold=13.077814458226113 11.881257295779657 0.13944682486771226 -0.017765756320538586 -0.25881904510252113 0.34060472693815597 0.00671535372576726 24.945928542136276 0.32072858117165459 0.00019393140220132324 -0.062720134170144534 29.163526776315383 0.28631307809390022 -0.0053541673547456972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 6 8 -7 12 -10 13 -12 -4 -9
right_child=2 -3 5 -5 -6 7 -8 10 9 -11 11 -13 -14 -15
leaf_value=0.015793117855511681 0.0029259250425074323 0.053359675829710157 0.0051602442038660287 -0.033783723265762927 -0.031873471081898842 -0.034410544710325681 0.038496088999509799 -0.034273191003227836 0.040950791051773815 -0.012948283992284565 0.025539904472840793 -0.0002574202693381101 -0.0088893178341758593 -0.0061335974959952702
leaf_weight=2.5038318941369653 5.2661499204114079 3.0608821008354425 68.322751315310597 6.9738497110083681 2.8534159613773209 6.6512517137452951 6.773785399273037 6.3028414398431778 11.465713061392309 7.595761861652135 9.5778783215209824 659.0962159964256 49.758550539147109 2.7866401113569719
leaf_count=33 97 35 846 181 72 103 44 125 99 67 87 6415 523 36
internal_value=4.57529e-05 0.013577 -8.54107e-05 -0.0176888 -0.00879802 0.000170778 0.00380832 -0.000587254 0.00203178 0.0192563 -0.000242925 0.00010838 -0.000720337 -0.0263509
internal_weight=848.99 8.41813 840.571 12.24 5.35725 828.331 143.917 684.415 137.143 19.0615 677.764 668.674 118.081 9.08948
internal_count=8763 140 8623 278 105 8345 1579 6766 1535 166 6663 6502 1369 161
is_linear=0
shrinkage=0.05


Tree=596
num_leaves=17
num_cat=0
split_feature=31 3 5 5 40 8 34 39 14 44 36 7 38 31 36 30
split_gain=0.685882 1.95947 1.10247 3.54092 3.06893 3.39726 3.5018 2.75927 2.89221 3.22766 2.20878 3.55027 2.13749 1.4549 3.69537 2.03684
threshold=0.021325839060730514 0.10396000349482663 0.091411733268920756 0.099081471737307983 0.011591995535162681 86.400812215483981 0.0020834226994771447 0.016002770235516415 1.6927245435399239 -0.5 0.017373509817484204 26.928989245621 0.081395766689063356 -0.0082688496494302162 0.018086345483789072 -0.0038431416892545918
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 10 -5 6 -6 12 9 -9 11 -4 13 14 -1 -15
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 -12 -13 -14 15 -16 -17
leaf_value=0.0015397141903283273 0.0068253740876643284 -0.016269764876659029 0.0036296025264467985 -0.019489583680705278 0.0066189740887014417 0.023055470324994526 -0.012615969409462829 -0.02087497563165026 -0.027865607741263405 0.006977562129975752 -0.0016820133214870622 0.035575994906776119 0.015261612086057265 -0.0044334317322557602 0.024776868692566421 0.00016644675277735445
leaf_weight=123.72925192862749 15.211689300835131 22.122559554874897 15.932754144072531 18.102606751024723 59.621204353868961 17.1734669059515 39.017554238438606 16.736318543553352 17.453144155442715 26.803809762001038 13.50786256790161 20.178411029279232 22.84002523869276 272.94812640547752 19.877448290586472 2016.1353524588048
leaf_count=479 53 83 58 68 226 72 145 58 57 96 49 80 86 844 75 6234
internal_value=-9.90376e-06 -0.00673308 8.14532e-05 0.00382284 -0.000371049 0.00258847 -0.000944034 -0.000189566 -0.0106863 -0.00363736 0.0152201 0.0216678 6.95535e-05 -7.16478e-05 0.0048059 -0.000380024
internal_weight=2737.39 37.3342 2700.06 183.534 133.915 115.812 98.6388 2516.52 60.9933 43.5401 49.619 36.1112 2455.53 2432.69 143.607 2289.08
internal_count=8763 136 8627 698 511 443 371 7929 211 154 187 138 7718 7632 554 7078
is_linear=0
shrinkage=0.05


Tree=597
num_leaves=31
num_cat=0
split_feature=44 15 18 16 39 21 26 28 16 1 28 21 1 40 44 37 2 16 31 18 28 40 39 28 28 8 40 26 18 42
split_gain=0.726312 2.68798 3.33605 3.33524 4.82997 2.9381 3.70954 2.67967 2.57075 4.62482 4.23503 2.98706 2.37675 2.36553 2.17946 2.13658 4.22156 3.18361 4.06608 3.96746 2.74526 2.73924 5.2444 3.57967 3.18753 3.56909 2.58454 3.92511 4.71441 3.82067
threshold=0.37940952255126048 0.057900811006643675 0.26320081416112046 0.06570220791696206 0.0076986902846210856 -0.013533089201255634 -0.0065790713616598676 0.0092529676684290126 0.013940980963581156 0.023446501085486529 -0.0039663404234671325 -0.015738301953658215 0.053956082862004172 0.0037743158612975969 0.78656609248549303 -0.0010314925919517879 0.63504608238692406 0.013668448328850837 0.00035576964593093209 0.63796687257686602 -0.009373028656222462 0.011591995535162681 0.013122219481825761 0.053458122778831087 -0.19168277663302322 -54.18953690554882 0.0051497231819360488 0.00025748633032657975 0.72508906799569661 0.44209976460538719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 3 7 4 5 14 -7 -3 10 11 -4 -10 -11 -12 -2 16 21 18 20 -20 -17 22 23 -1 -23 -26 27 -19 -29 -28
right_child=1 2 8 -5 -6 6 -8 -9 9 12 13 -13 -14 -15 -16 17 -18 26 19 -21 -22 24 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.00012880707230815357 -0.00036158552670125205 0.030653563886204351 -0.0069763725567235264 0.0061027105840104345 -0.025725039476507568 0.020902437566012164 -0.0098699480294460375 0.0051574792914326588 -8.6692281178197062e-05 -0.0015755411474321587 0.030407506391436901 -0.026988435957583046 0.0042508977447948742 0.0056824571067952308 -0.025273668407049574 -0.019147817656244716 0.022433573643292445 -0.01454540250262895 -0.04420323559888905 -0.0087002742921997497 0.010173041497755149 0.015889213962852328 0.024071948661139805 0.019631126135686749 -0.017462239491954544 0.0035382326557092617 0.0093354669330338851 0.019615850785036266 0.00056991013159500949 -0.0041073945009091417
leaf_weight=597.190878033638 17.81069615483284 17.6474779099226 20.906633798032999 46.611087590456009 33.123171776533127 21.126693457365036 17.854806959629059 26.106902897357941 18.706575393676758 321.80205325037241 24.475436300039291 23.992267027497292 381.33207593113184 16.973744928836823 18.054801359772682 12.606004741042851 22.775347679853439 24.090140223503113 15.125534802675245 17.306339830160141 21.320668339729309 13.052744194865225 25.367527820169926 24.420221656560898 59.483997046947479 30.052725836634636 57.75108178704977 49.788399398326874 94.828173868358135 591.7655900940299
leaf_count=1907 56 54 77 183 129 68 63 77 55 976 84 82 1270 50 60 46 71 80 55 56 78 46 88 71 213 111 211 152 304 1990
internal_value=-3.49567e-06 0.00105393 0.00215875 -0.00500023 -0.00984088 -0.00271976 0.00669055 0.0156013 0.00142296 0.000599807 0.0111719 -0.0153472 0.00157737 0.0204408 -0.0130768 -0.000648885 0.00126835 -0.00232846 -0.0128627 -0.0254968 -0.00059891 0.000615675 0.00182566 0.00090604 -0.00696075 -0.0103616 -0.00146655 0.0040333 0.00717059 -0.00290319
internal_weight=2663.45 1006.52 851.943 154.581 107.97 74.847 38.9815 43.7544 808.189 745.833 62.3558 42.6988 703.134 41.4492 35.8655 1656.93 772.343 884.582 66.3585 32.4319 33.9267 749.568 646.979 621.611 102.589 89.5367 818.223 168.707 144.617 649.517
internal_count=8763 3284 2725 559 376 247 131 131 2594 2383 211 137 2246 134 116 5479 2507 2972 235 111 124 2436 2066 1978 370 324 2737 536 456 2201
is_linear=0
shrinkage=0.05


Tree=598
num_leaves=16
num_cat=0
split_feature=20 16 41 41 21 21 21 38 28 3 21 4 14 17 42
split_gain=0.620597 1.54938 0.851455 2.66315 1.14863 1.08214 3.49819 3.049 2.39965 3.45713 2.5767 0.803063 0.641597 0.445544 0.0997327
threshold=10.992867177945145 0.046168779681092502 0.020812490957765904 0.018367720430647078 0.0027790856663170685 -0.015186285331652108 -0.015738301953658215 0.037051778950834231 0.08197991288589733 0.069229785268342628 -0.01019127991505722 0.4409025567988471 0.39555353396187937 -1.4348269314865596 0.80780575647915809
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 12 6 7 -1 10 -10 -7 -8 -4 -6 -3
right_child=1 14 4 -5 13 8 11 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=0.00041807872741510044 0.01333447528963567 -0.013648395887489898 0 0.027453051343171206 0.021129825956915566 0.0052722294477007235 -0.0059537499525652501 -0.01838737166730104 0.052858419274466231 0.005276124492325002 -0.0024043506440784542 -0.031605201682314031 -0.033412802338247324 -0.007057595959423419 -0.033250786232326558
leaf_weight=314.84486003499478 3.4594504619017226 2.3197018085047603 1.7947979839518646 8.9035524325445277 2.2923525162041187 193.66503546806052 4.9043811168521669 23.009797367267311 5.3407236253842738 13.873046415857969 249.86799519183114 11.619031123816965 5.6284295632503927 2.9639975409954786 4.0229507526382804
leaf_count=3182 43 54 28 96 48 1647 56 480 62 168 2493 115 164 54 73
internal_value=4.95281e-05 -0.0123866 0.000202291 0.000406251 -0.012593 0.000102103 -0.00197032 -0.000852945 0.00170008 0.0189663 0.000936727 -0.0243739 -0.0252363 0.00446676 -0.0271808
internal_weight=848.51 9.8021 838.708 826.028 12.6796 817.125 354.378 337.855 462.747 19.2138 443.533 16.5234 7.42323 5.25635 6.34265
internal_count=8763 170 8593 8299 294 8203 3833 3662 4370 230 4140 171 192 102 127
is_linear=0
shrinkage=0.05


Tree=599
num_leaves=31
num_cat=0
split_feature=44 19 21 41 41 41 28 28 32 42 35 19 10 37 35 42 40 26 11 11 5 16 38 43 28 40 42 32 29 32
split_gain=0.703979 2.99197 2.47766 2.01247 3.99602 3.38236 2.44846 4.96915 2.65077 2.21733 2.68484 2.58852 2.00972 3.51953 3.26003 1.76973 4.06118 3.51074 4.37728 3.47147 4.40964 5.90203 3.19341 3.09356 4.13959 4.05482 2.88128 3.86786 3.68822 2.58141
threshold=0.60355339059327384 1.0000000180025095e-35 -0.019171047732634675 0.0052451189506687382 0.0060450101767662986 0.0033525197926814513 -0.0050964629445956295 -0.0011624320125431865 0.001219432244013608 0.75650480234886064 0.0066846090806188538 0.89744753129508104 61.620539304977278 0.020821555894534275 0.012463937745214483 0.75650480234886064 0.0051497231819360488 0.010642287310833798 0.85210149648522326 0.68026738471498083 0.032523418986762025 0.04427836214985157 0.017298683767917326 0.37940952255126054 0.060017083644817636 0.008383693500551093 0.9199391054260192 0.00048466981909939694 0.0058715238902914422 0.0015352837188587463
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 5 -5 6 8 -8 -3 10 -7 -11 14 -14 -6 19 26 18 29 -1 -21 22 -22 24 -19 -25 27 -17 -29 -18
right_child=1 3 -4 4 12 9 7 -9 -10 11 -12 -13 13 -15 -16 16 17 23 -20 20 21 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.00038428738925713757 0.03023729660592608 0.0097574951164627732 0.0035570359448054848 -0.020006108577492663 -0.0027853853028546871 0.0069072719647946292 -0.033768554592444891 -0.0035385045297694679 -0.0079624030920932981 -0.017715273460908364 0.029171970169031888 0.0069527626092186021 0.015619532632639144 -0.0053357838082447205 -0.022563549583643941 0.012537959991133808 0.012851479070578098 -0.0082757524837706615 0.026668664426135968 0.0094264307350710869 -0.010210454159259816 -0.0017240057648636141 -0.036316598078254728 0.021536550357117348 0.006986473353539923 -0.00064159760027578951 0.011605146883634768 -0.027206471137469785 -0.0042331541959332282 -0.0023701264621594459
leaf_weight=1298.1597702130675 12.514916241168974 65.600805953145027 29.917916029691696 40.538573563098907 108.94806185364723 69.618121288716793 14.386620178818701 237.70777594298124 30.723892644047737 16.872788064181805 17.098051786422729 28.119580157101154 33.869896456599236 48.32684463262558 25.93193781375885 15.91650468111038 66.518509283661842 105.64310019463301 35.728126704692841 28.299466013908386 21.169191673398018 58.032581858336926 28.389727473258972 38.81092843413353 76.288465477526188 42.907424833625555 19.450941987335682 31.850016012787819 40.011782221496105 46.993667930364609
leaf_count=4092 43 226 103 131 363 225 50 764 102 52 53 92 102 162 86 51 203 330 111 87 66 186 86 134 253 156 65 108 133 148
internal_value=-1.0137e-05 -0.00128155 0.0115961 -0.00203048 -0.00559507 -0.000106707 -0.00269722 -0.00529622 0.00405128 0.0067051 0.0113834 -0.002206 -0.00287284 0.00324677 -0.00663886 0.000494938 0.00299426 0.00525197 0.0113835 -0.000408206 -0.00801034 -0.0126476 -0.025309 0.00175923 -0.00184813 0.00984392 -0.00564935 -0.00953856 -0.0145083 0.00650924
internal_weight=2734.35 780.176 42.4328 737.743 257.615 480.128 348.419 252.094 96.3247 131.709 86.7162 44.9924 217.077 82.1967 134.88 1954.17 520.119 412.89 149.24 1434.05 135.891 107.592 49.5589 263.65 181.932 81.7184 107.229 87.7783 71.8618 113.512
internal_count=8763 2554 146 2408 844 1564 1142 814 328 422 278 144 713 264 449 6209 1692 1335 462 4517 425 338 152 873 583 290 357 292 241 351
is_linear=0
shrinkage=0.05


Tree=600
num_leaves=11
num_cat=0
split_feature=33 25 33 21 33 41 39 39 32 39
split_gain=0.735501 2.2328 0.907903 4.31223 1.47746 2.75974 1.12971 1.61898 1.72051 1.0054
threshold=0.0042703287206451923 0.00027385906246249985 0.0050253463905245632 -0.0077991028312612573 0.0054637429555784737 0.001185319869509806 0.0014644093830212112 0.0019043132611811658 0.00022513759071962635 0.0042581516941850566
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -6 8 -8 -9
right_child=2 -3 4 -5 6 -7 7 9 -10 -11
leaf_value=-0.026184453421489486 0.02073994470576981 0.0074163000793723947 0.0035671939915500415 -0.012926947955175589 0.010092278722666322 -0.022420994084581192 -0.019033918860328358 0.0018523827508449308 0.00064952900552457779 -0.00043607461993759003
leaf_weight=9.9496923163533229 24.255709946155548 9.3328771293163282 19.730640098452568 15.338686898350714 27.884691543877125 20.429110392928123 22.749128207564354 648.43739441037178 20.66076622903347 1841.7075153030455
leaf_count=73 81 32 69 59 93 71 73 2039 64 6109
internal_value=-3.00366e-06 -0.00970917 6.63301e-05 0.00757187 -4.62635e-05 -0.00955156 0.000101181 -7.20294e-06 -0.00957078 0.000157886
internal_weight=2660.48 19.2826 2641.19 39.5944 2601.6 40.1598 2561.44 2533.55 43.4099 2490.14
internal_count=8763 105 8658 140 8518 140 8378 8285 137 8148
is_linear=0
shrinkage=0.05


Tree=601
num_leaves=29
num_cat=0
split_feature=19 25 7 4 43 20 7 16 42 37 25 40 7 20 25 20 10 7 18 34 34 15 10 17 4 39 39 30
split_gain=0.614589 3.70997 4.48255 4.20165 3.11271 2.2507 2.03196 3.47882 5.93134 4.70696 2.99209 2.00672 2.28532 1.81546 1.80019 1.5554 1.44785 1.91537 1.34193 1.22179 3.94936 3.38161 3.31975 2.42073 2.0316 1.1641 1.47292 1.67664
threshold=0.91350599818813139 0.0069961060777115293 86.423209400467172 0.72897196261682129 0.60355339059327384 -2.7740007274568468 74.81400799155027 0.028058888189293342 0.83436433129684617 0.012987371863242394 -0.0025234195737215527 0.0091160470067026111 89.465500686558627 -2.7740007274568468 0.020998917468899574 0.28354519454652588 61.790776607275255 89.465500686558627 1.0768330941365856 0.0083768259706721322 0.0054298575308591177 0.89204080331976854 57.473123009614746 -1.3035892435214367 0.78345691522740413 0.004714583023118806 0.010481361304326397 -0.0032079026126467787
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 -3 6 -6 10 8 -8 -10 -2 12 -9 25 -13 18 -7 -18 -12 20 24 -22 23 -21 -15 -1 27 -27
right_child=4 2 -4 -5 5 16 7 11 9 -11 15 14 -14 19 -16 -17 17 -19 -20 22 21 -23 -24 -25 -26 26 -28 -29
leaf_value=-0.035213013295086533 0.020900051400212234 -0.0017230242386391814 -0.019685363838074857 0.045859746325313901 0.014872175834646657 0 0.055452366782415489 -0.0037160549824241233 -0.034690248666178855 0.031020009713252489 -0.032934465594372644 -0.0296068314930584 0.015421330538312857 0.00056975696858543856 0.0093254853030953488 0.0071403264304059485 -0.03535879342204707 0.0042513393634240745 0 0.019046355052978827 0.008198730675212677 0.043472226128031088 0.023065006718314879 -0.023136675875208099 -0.012248433719293199 0.026559277826135014 -0.03330996863275066 -0.01597466179906069
leaf_weight=5.3500495720654753 5.5757161611691144 6.6716690827161136 5.589607508853077 13.734375898726283 4.4753504805266884 5.5387693881057229 8.0729578100144881 43.199549626559019 5.2298450227826816 5.4684117464348674 14.225185682997113 9.6433492666110379 24.085165530443192 538.72845242917538 3.9718737266957751 4.1413985397666684 17.40810314426199 3.4067052043974391 4.0191840096376827 3.7899962300434735 32.871401971206069 8.6912805205211026 6.3001352585852137 22.653389223851264 32.682080736383796 4.2570150559768081 3.6363946041092268 4.7548233307898027
leaf_count=61 63 72 63 99 55 85 42 442 60 47 178 197 207 5238 68 49 265 43 51 47 342 65 73 363 314 53 67 54
internal_value=4.60165e-05 0.000697015 0.0191898 0.0301264 -0.0027546 -0.0169919 0.000655809 0.00403538 0.0233715 -0.000663205 -0.0111842 -0.000412761 0.00307286 -2.25408e-05 -0.0178996 -0.0194554 -0.0226278 -0.0286475 -0.0257711 0.000407614 0.000918279 0.0157815 -0.00897371 -0.0168534 -0.000156651 -0.0156483 -0.00676911 0.00363977
internal_weight=848.172 689.711 25.9957 20.406 158.462 30.8289 127.633 99.6712 18.7712 10.6983 27.9615 80.8999 67.2847 663.715 13.6152 22.3858 26.3536 20.8148 18.2444 645.717 612.973 41.5627 32.7435 26.4434 571.411 17.9983 12.6482 9.01184
internal_count=8763 6911 234 171 1852 448 1404 1063 149 107 341 914 649 6677 265 278 393 308 229 6442 5959 407 483 410 5552 235 174 107
is_linear=0
shrinkage=0.05


Tree=602
num_leaves=18
num_cat=0
split_feature=41 39 39 39 40 29 28 34 33 40 10 43 15 33 40 40 29
split_gain=0.678113 1.31969 0.874781 3.24307 3.48077 3.73396 3.51844 2.01741 1.91503 5.63918 3.61636 5.30185 3.9908 2.83015 3.99482 3.13312 1.54063
threshold=7.2174832749260042e-05 0.0045354531743404215 0.0041867343784099198 0.0039871539004185256 0.010668257195577886 -0.0083325489778157107 0.050400679378309249 -0.0027054622061268292 0.0076316311310877724 0.0048724931042696843 47.716515365353217 0.12940952255126045 0.95787046467348158 0.0078259371435941225 0.0043626102090538622 0.0055470531395805499 0.0022715356089598742
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 -5 9 10 11 -4 -12 -10 -15 -16 -9
right_child=2 -3 8 7 -6 6 -8 16 13 -11 12 -13 -14 14 15 -17 -18
leaf_value=0.017781120801295902 -0.02214375318551734 -0.0024350907764774054 0.0083492385001187209 0.0012239570973221854 0.021825090498400271 0.0002966739722025928 -0.016337167989222488 -0.027881137397995262 -0.018137169508805822 0.030833598541991764 0.02937423986842801 -0.0312593687654679 -0.0021976420959090581 0.017791491244867313 -0.0059528961559081649 0.00075471696958902615 -0.0076469195292516627
leaf_weight=15.313830107450487 20.451339989900589 16.131708353757858 16.838203251361847 16.92819307744503 16.786139167845249 655.42701657488942 33.291354432702065 22.34671288728714 20.88384023308754 20.127075955271721 17.074423640966415 16.50617653131485 23.32974337041378 32.071960404515266 195.63297079503536 1574.3604440614581 17.801994100213051
leaf_count=49 66 51 53 51 67 2100 101 67 62 66 54 51 80 95 592 5101 57
internal_value=-9.53474e-06 0.00727677 -9.65173e-05 -0.0015061 -0.000595801 -0.00113656 -0.000502371 -0.0129754 0.000476745 0.00743801 0.000952191 -0.0111432 0.0110605 0.000115133 0.000330425 1.0222e-05 -0.0190748
internal_weight=2731.3 31.4455 2699.86 783.033 725.956 709.17 688.718 57.0769 1916.82 93.8756 73.7485 33.3444 40.4042 1822.95 1802.07 1769.99 40.1487
internal_count=8763 100 8663 2509 2334 2267 2201 175 6154 304 238 104 134 5850 5788 5693 124
is_linear=0
shrinkage=0.05


Tree=603
num_leaves=10
num_cat=0
split_feature=1 31 41 28 31 3 1 3 28
split_gain=0.717847 1.15034 1.68733 1.11691 1.81373 3.14015 4.60397 3.22808 2.48267
threshold=0.28472972050346751 0.021325839060730514 0.010399549803249655 -0.14855972285802657 -0.02130081033678435 0.11986167082817863 0.08599770844404668 0.11263952979781101 -0.095628449592824114
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 8 7 -7 -6 -5
right_child=-2 2 -4 4 5 6 -8 -9 -10
leaf_value=0.010505294107346907 -0.010059744744384961 0 0.02202608227108031 -0.00024755117134772782 -0.00028005066496322842 0.012535677576258711 -0.020090237556892244 0.014269152319514207 0.026907448172948073
leaf_weight=24.651305116713047 17.542408347129822 21.990038380026817 14.521056964993475 19.076175078749657 2451.2519750259817 14.165265336632727 42.942252866923809 38.624423161149025 14.471565969288347
leaf_count=89 68 75 54 68 7990 57 172 139 51
internal_value=-5.83908e-06 5.94104e-05 0.00886169 -6.23679e-05 -0.000165659 -0.000319912 -0.0119024 -5.17828e-05 0.0113629
internal_weight=2659.24 2641.69 36.5111 2605.18 2580.53 2546.98 57.1075 2489.88 33.5477
internal_count=8763 8695 129 8566 8477 8358 229 8129 119
is_linear=0
shrinkage=0.05


Tree=604
num_leaves=22
num_cat=0
split_feature=4 43 21 11 42 15 29 29 7 20 37 15 27 30 10 2 22 28 35 8 38
split_gain=0.605443 2.22291 2.16876 2.93186 1.47486 2.14921 1.97548 2.21511 2.06939 1.79047 1.57378 2.71773 1.52146 1.4005 2.44607 1.31174 3.12187 1.55268 1.11454 0.160025 0.114594
threshold=0.19875307586768023 -0.91597561503675329 -0.017883630360707638 -0.39304617096388922 0.20512820512820815 -0.043986829635538155 -0.011761845572619943 -0.015893314046003467 18.899929307239784 0.86013179596943312 -0.025255519158813352 -0.019425457348267557 -0.0056661980503876922 0.0012349945709197831 32.531901082191311 0.28175534806293095 0.17092633553845729 -0.018293805167443358 -0.0040519788226164857 -151.48031845339281 -0.012488980203692988
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 -1 13 -4 5 9 7 8 -6 -2 11 -8 -10 14 -3 17 -17 -12 19 -5 -16
right_child=4 2 3 18 6 -7 10 -9 12 -11 15 -13 -14 -15 20 16 -18 -19 -20 -21 -22
leaf_value=0.018589200380387434 0.027043278281087203 0.02983177196565941 0.028563334658892499 -0.01569039883590297 0.034130340878034029 0.035488679766066775 0.045899954937785065 -0.034207722287927136 -0.020792397910182985 -0.022919193541737867 0 -0.002779237767639295 0.023520294263882059 0.019143364742358622 -0.033141660689179793 0.019379208367246738 -2.3216164306250249e-05 -0.034851580773305024 -0.0062822589406891661 -0.035003174329300953 -0.013425033798809202
leaf_weight=7.9438880654051891 2.8606027970090508 2.5961352712474781 2.670351653359833 2.5379428998567226 2.9790011383593109 7.151657557114957 5.0518261371180415 8.6194496317766589 9.506977678742258 4.3798630177043378 6.6146976482123137 6.0408098241314274 2.2428174410015336 7.8590287342667571 3.8513570576906213 21.235856303945184 715.27546954760328 5.6638732124119979 6.2364763254299751 13.55052522337064 2.5172172724269322
leaf_count=90 35 55 38 83 33 48 53 170 234 92 78 78 31 70 78 171 6862 73 90 259 42
internal_value=5.07692e-05 -0.00528744 -0.00997582 -0.0193215 0.000390704 0.0161979 9.18285e-05 -0.0141944 -0.00199349 -0.00239909 0.000539178 0.0191556 -0.0117849 0.0036459 -0.00944986 0.000254195 0.000531982 -0.0158742 -0.025374 -0.0323812 -0.0264495
internal_weight=847.386 49.7629 41.819 24.9953 797.623 14.3921 783.231 23.3482 14.7288 7.24047 759.883 11.0926 11.7498 16.8237 8.96471 748.79 736.511 12.2786 22.3249 16.0885 6.36857
internal_count=8763 805 715 470 7958 175 7783 468 298 127 7315 131 265 245 175 7184 7033 151 432 342 120
is_linear=0
shrinkage=0.05


Tree=605
num_leaves=24
num_cat=0
split_feature=31 30 12 31 35 44 21 43 42 17 17 27 39 40 3 27 27 39 40 30 40 3 24
split_gain=0.682202 2.63814 2.92066 2.28798 2.44822 3.03064 2.47906 2.79557 2.17112 1.75955 2.38942 1.64786 3.53956 2.84842 3.97622 2.60899 4.16305 2.87892 2.73653 2.70564 2.35532 1.19908 1.07212
threshold=0.01407152653712839 0.013839707982852459 0.049467299061877509 0.015370680667796619 -0.0010489397127989018 0.25881904510252057 -0.01716727831188487 -0.37940952255126059 0.73786145253522362 0.89403532546576814 1.6723479318915933 0.012761717363747241 0.010400505824999504 0.0063280649083089771 0.058244261906817037 0.0098386073147652391 0.0091489954729422045 0.0039543456499400312 0.0056652701423173212 0.0085161370750363469 0.0065357360892883539 0.073693464037254144 0.024997548943318879
decision_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 11 -3 21 6 9 7 -5 -8 -6 -11 15 13 -13 -15 16 19 -17 -19 -1 -18 -2 -7
right_child=3 2 -4 4 5 22 8 -9 -10 10 -12 12 -14 14 -16 17 20 18 -20 -21 -22 -23 -24
leaf_value=-0.00020288512873571892 -0.004196485665105487 0.028993199413937056 0.0017610075713614796 0.013936957044544313 -0.0081946742750494475 -0.025788184117186988 0.031120124109624364 -0.014036004438614462 0.0040788928633113857 0.023497552470049789 -0.0043556165766224569 0.0043839138084060666 0.012075252618986492 -0.036208141537712901 -0.0052668715320803201 0.024687749574097563 -0.03002517927628312 -0.013998908298132781 0.0072320696996652535 0.0096654018516949547 -0.0050585509233764189 -0.024064992086608502 -0.0082459667848826055
leaf_weight=2175.5499394200742 14.872492477297781 16.466940686106682 25.362749211490154 15.503694877028463 24.178005076944828 17.58030791580677 14.732341133058073 20.654254660010338 15.90603758394718 15.519649863243105 14.64487288892269 16.189017072319984 17.859293777495623 19.997437343001366 22.477947421371937 19.617977246642113 17.394876182079315 17.75741620361805 97.430703587830067 71.637216910719872 21.916103310883045 17.214000806212425 19.696644835174084
leaf_count=6954 46 62 97 49 83 60 51 66 57 53 53 50 64 58 74 62 54 58 302 212 70 56 72
internal_value=-8.24026e-06 0.000206436 0.0126442 -0.00289501 -0.000393039 -0.00572763 0.0068469 -0.00189858 0.0173032 0.00172384 0.00983992 -3.48574e-07 -0.00722144 -0.0131916 -0.0200023 0.000226093 -0.000170425 0.0069838 0.00390643 0.000109893 -0.0162812 -0.0150527 -0.0166997
internal_weight=2730.16 2539.66 41.8297 190.502 158.416 91.6195 66.7963 36.1579 30.6384 54.3425 30.1645 2497.83 76.5237 58.6644 42.4754 2421.3 2286.5 134.806 115.188 2247.19 39.311 32.0865 37.277
internal_count=8763 8117 159 646 544 321 223 115 108 189 106 7958 246 182 132 7712 7290 422 360 7166 124 102 132
is_linear=0
shrinkage=0.05


Tree=606
num_leaves=25
num_cat=0
split_feature=20 28 28 3 40 21 28 28 30 15 39 10 40 7 40 30 27 28 28 30 21 20 27 41
split_gain=0.704728 2.98166 4.83534 3.09734 3.11935 2.84419 4.01784 3.66659 2.44493 1.63168 1.3076 3.52135 2.15891 3.88053 2.40315 2.27438 2.64632 5.30955 2.72829 1.80263 2.96976 2.0411 1.00782 0.701718
threshold=-1.862395191848133 0.016343840612754467 0.071058201306621702 0.055437020254630813 0.0056093768655658093 -0.0024775074622251365 -0.026280887284001398 -0.012711928362589024 0.00048796532340593038 -0.24016143883560367 0.018031541407423936 61.445395029482718 0.015169236847580049 69.67751826374446 0.019791893700125674 -0.01965744978922826 -0.010362793760692329 -0.013607878972785455 -0.046156044419480936 -0.016564903427426229 -0.0083621489619652607 0.14001802626226431 -0.0097137998347804101 0.0058450736081429233
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 9 -8 -9 -7 12 19 15 14 22 -2 17 -17 -18 21 -21 -12 -14 -4
right_child=10 2 23 -5 -6 6 7 8 -10 -11 11 -13 13 -15 -16 16 18 -19 -20 20 -22 -23 -24 -25
leaf_value=-0.016816047133864417 0.017028313570258812 0.023340215611471635 0.00093923159999164958 0.031084674326366607 -0.0068892044806045929 -0.00072940068849033815 0.0280304767358674 -0.01193513386883813 0.014050112789866748 -0.02484366769225298 0.016854406103710789 -0.014901018822750044 -0.017640403655859158 0.0075379113042215078 -0.0033141132319488135 -0.013810599946836472 0.0090529768116709517 0.016758442400695423 -0.00034132093587154665 0.028447431845262213 0 -0.010023846749839143 -0.039325266996483151 -0.013892521113060236
leaf_weight=26.723801650106907 18.862222619354725 16.417916290462017 15.172127336263658 25.630830258131027 17.221555218100548 14.313368067145349 18.377019554376602 18.616140112280846 17.400764018297195 14.558777578175066 12.074416957795622 16.20948276296258 12.303076379001139 20.948757767677307 15.905119203031061 80.494598362594843 80.116568259894848 17.02237943559885 2115.554606448859 24.59627428650856 15.089708544313906 16.630060099065304 12.051406547427179 15.429059714078901
leaf_count=89 67 54 51 79 55 48 57 59 55 65 47 73 57 81 60 349 280 56 6766 89 59 65 49 53
internal_value=-5.44097e-06 0.00284709 0.00961016 0.0179557 0.00774167 -0.00263724 0.00186811 0.00991721 0.000484761 -0.0131054 -0.000239536 0.00586072 -0.000459337 -0.00972187 -0.0188232 -0.000211552 -0.000356272 -0.0084116 0 0.0108691 0.0177685 0.00112805 -0.0286922 -0.00639694
internal_weight=2657.72 199.861 89.8715 59.2703 33.6395 109.99 83.2661 54.3939 36.0169 28.8721 2457.86 84.5999 2373.26 61.2084 40.2596 2312.05 2293.19 97.517 2195.67 68.3905 39.686 28.7045 24.3545 30.6012
internal_count=8763 665 292 188 109 373 284 171 114 113 8098 333 7765 247 166 7518 7451 405 7046 260 148 112 106 104
is_linear=0
shrinkage=0.05


Tree=607
num_leaves=25
num_cat=0
split_feature=24 7 26 39 39 31 38 35 39 10 31 41 7 10 20 32 34 34 32 44 37 24 3 38
split_gain=0.617487 2.23737 2.56394 1.49599 3.4162 2.52282 2.30141 1.86512 1.5935 1.33569 1.40604 2.90436 1.2316 3.43069 2.55627 1.34744 2.54893 3.9347 1.64548 3.48725 2.57141 1.16399 1.05949 0.146281
threshold=-0.0065070282297896463 23.686598695022223 -0.0013088116295518748 0.0099226339083083107 0.0093828648821999167 -0.0052583027344108241 -0.023375138493382238 -0.0067204508129008458 0.01121676166431235 36.939343652379328 -0.010521946942384989 0.0062045844197734313 25.622450632552408 43.79055108527853 1.0184646336155849 -0.0013053704280735861 0.0081314036125149664 0.0054298575308591177 -0.00042779082122352868 1.0000000180025095e-35 0.00082997746935764571 0.00048499476238117006 0.034164805100124498 0.0027182922672892578
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 21 4 5 7 -7 -1 -5 10 -10 -12 13 14 -3 16 17 -14 19 -17 -20 22 -2 -24
right_child=1 12 -4 8 -6 6 -8 -9 9 -11 11 -13 15 -15 -16 18 -18 -19 20 -21 -22 -23 23 -25
leaf_value=0.042542039653539948 0.0023494334975637152 -0.033746243505822469 0.028310010473411241 -0.0332943549419338 0.050491225974501966 -0.029314227554848544 0.0090797367236052275 0.0025097727166346721 -0.032126350855533281 0.022122898737494637 -0.032326741653497984 0.032575974244050385 -0.0064760688913577174 0.052469237592061541 0.024346783894322183 -0.0023905799765458423 -0.034112945154700682 0.025405146510929028 -0.0072747497630208345 0.014081560775045913 0.0013530393147219467 0.0028894158835640277 -0.034706224511868791 -0.016912367718145204
leaf_weight=5.7113671852275729 2.362855829298506 3.601292382925747 2.7859867736697188 3.9592928364872959 4.8196387914940706 7.0433500595390788 8.2526667099446041 6.4258660068735498 3.870125547517091 5.2876810412853947 2.8444616291671974 3.9914432531222701 92.902883771806955 4.1058927625417709 3.7312113465741277 63.183417671360075 7.0536291804164639 10.664653011597691 109.04615462012589 64.331697894260287 412.19158153794706 3.681061688810586 12.133213222492484 2.9760599760338655
leaf_count=75 49 49 34 77 43 102 71 69 143 64 58 68 1000 28 52 590 144 99 1055 560 3985 73 232 43
internal_value=4.82998e-05 -0.000292032 -0.0153158 0.00531555 0.0120064 0.00490476 -0.00835033 0.0219499 -0.00525648 0.00153746 -0.00827758 0.00477197 0.000170002 0.0163847 -0.00358251 -6.97803e-05 -0.00517378 -0.0031236 0.000793478 0.005885 -0.000443406 -0.0214029 -0.0267928 -0.0316644
internal_weight=846.957 794.752 23.9392 52.2059 32.2529 27.4332 15.296 12.1372 19.953 15.9937 10.706 6.8359 770.812 11.4384 7.3325 759.374 110.621 103.568 648.753 127.515 521.238 21.1532 17.4721 15.1093
internal_count=8763 7993 431 770 360 317 173 144 410 333 269 126 7562 129 101 7433 1243 1099 6190 1150 5040 397 324 275
is_linear=0
shrinkage=0.05


Tree=608
num_leaves=11
num_cat=0
split_feature=16 21 1 16 31 16 7 15 5 1
split_gain=0.675933 2.21629 1.83366 0.949611 1.51966 1.00978 3.0198 3.9415 2.22861 3.55419
threshold=0.0078289340126600025 -0.01031228157754137 0.013179427324124379 0.010655420698068692 0.00040847133744866638 0.013668448328850837 69.165675389902091 0.12746906873893957 0.017216765976106357 0.019661044564810874
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 7 -5 -7 -10
right_child=2 -3 3 5 -6 8 -8 -9 9 -11
leaf_value=-0.022357411423158488 0.016608477255045245 0.0070469447341202337 -0.015600120543993344 -0.010709203021186884 0.0030174771685195795 -0.017878703532137104 -0.013462288774808677 0.013628581533111351 0.018272884137146905 -0.00019199078189258771
leaf_weight=13.140276715159418 16.550408937036991 11.995057970285414 24.485144674777985 21.019217237830162 19.044001720845699 17.448679052293301 18.917316645383835 75.490709349513054 26.237052142620087 2484.1527616642416
leaf_count=59 68 46 91 69 64 64 63 240 90 7909
internal_value=-7.86182e-06 -0.00815464 6.63352e-05 -3.43164e-05 -0.00735207 8.45741e-05 0.00465698 0.00827062 -0.000122411 0
internal_weight=2728.48 25.1353 2703.35 2686.79 43.5291 2643.27 115.427 96.5099 2527.84 2510.39
internal_count=8763 105 8658 8590 155 8435 372 309 8063 7999
is_linear=0
shrinkage=0.05


Tree=609
num_leaves=27
num_cat=0
split_feature=16 28 27 30 3 1 10 31 27 3 40 40 19 2 39 5 31 31 28 3 5 5 1 40 12 28
split_gain=0.715106 2.85951 3.07819 3.75869 4.822 3.73795 2.98937 3.00845 3.67066 2.97813 4.95626 3.57039 2.62554 6.65853 4.36581 2.34291 7.74666 8.75042 7.46706 8.07721 2.20569 5.19943 4.70597 3.44296 8.6835 1.09802
threshold=0.023626731376354421 -0.015405536795552701 -0.00051836805008814029 -0.00068801063297112763 0.034476043844676368 0.013179427324124379 37.632027363377752 -0.0030080755352644736 -0.0029875203109972601 0.043549801079380175 0.0057118294540984054 0.0043626102090538622 0.42720725648388691 0.52673518241900175 0.0045766770990103142 0.031147877201202125 -0.0052583027344108241 -0.0023888399302061589 0.0031661553528008028 0.035538646764921002 0.032120181511549772 0.032523418986762025 0.039577218220010778 0.004220762241510123 0.03053844912514778 -0.019073178787354591
decision_type=2 2 2 2 2 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 9 -5 -4 -1 8 -8 11 -11 -3 14 -14 -7 16 -2 -18 -19 -20 22 -22 -17 -23 -25 -9
right_child=15 2 5 4 -6 12 7 25 -10 10 -12 -13 13 -15 -16 20 17 18 19 -21 21 23 -24 24 -26 -27
leaf_value=0.010696323594999764 0.028475663629202105 0.0031187976841037996 -0.02392787517252621 -0.0034151060387164847 0.032852425459983313 -0.015781488090078247 -0.02210768672011118 -0.034278665899391984 0.012347937446607008 -0.026009267379550144 0.0068796232592517898 0.02528100986737002 0.017023473146412935 -0.00012340040821233423 0.0055816855999647726 0.026220307396558892 -0.043144833307877994 0.019318628901410378 0.012096436626256511 -0.022061714567932759 -0.024180952095486798 0.01829592641295533 -0.0078242720999931441 -0.032409323621515704 0.00013716836883282424 -0.013602382029220178
leaf_weight=16.614702798426151 13.876909017562864 68.066741064190865 15.327255696058272 13.197056509554384 28.116824924945831 53.721667982637882 13.356824554502966 15.139074206352236 17.958722546696663 18.915671765804291 28.370372101664543 25.057648256421089 68.706115074455738 316.44323994964361 42.520956918597221 23.229960829019547 17.773307949304581 23.800389990210533 23.96274247020483 60.381593599915504 22.399774953722954 25.267124779522419 17.595456652343273 20.648858934640884 1651.9562137331814 13.3421085588634
leaf_count=54 46 238 72 52 81 181 53 54 55 60 94 74 213 986 134 67 58 74 78 192 70 82 56 77 5513 49
internal_value=-5.66706e-06 0.00129432 0.00233308 0.00790032 0.0211663 0.000285067 -0.00785432 -0.0131014 -0.00221264 0.00394911 -0.00619841 0.0091565 0.00107119 0.00292605 -0.00629513 -0.00052457 -0.00675271 -0.0106943 -0.00527999 -0.0122951 -2.6989e-05 -0.000302724 0.0114419 1.0759e-05 -0.000263553 -0.0248492
internal_weight=2655.75 754.855 678.444 181.724 41.3139 496.719 76.4114 59.7967 31.3155 140.41 47.286 93.1244 481.392 385.149 96.2426 1900.89 139.795 125.918 108.145 84.3443 1761.1 1720.27 40.8254 1697.87 1672.61 28.4812
internal_count=8763 2450 2185 599 133 1586 265 211 108 466 154 312 1514 1199 315 6313 448 402 344 270 5865 5742 123 5672 5590 103
is_linear=0
shrinkage=0.05


Tree=610
num_leaves=12
num_cat=0
split_feature=36 26 37 37 44 7 40 19 28 44 34
split_gain=0.613671 1.2398 1.1501 2.27581 2.12327 2.06091 2.80624 2.03822 1.09411 0.915077 0.737304
threshold=0.041761614254690278 0.029123273625611987 0.045688713285458322 0.041989919776873948 -0.78656609248549325 89.465500686558627 0.0053124107877754482 0.96278875959964283 0.08197991288589733 0.60355339059327384 0.019022457733791635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 7 -7 -1 -6 10 -2
right_child=9 -3 4 -5 8 6 -8 -9 -10 -11 -12
leaf_value=0.00031388907892852856 -0.033036528826258647 0.020462344906973393 0.016518986584036822 0.026792066054832295 -0.03416349561697013 -0.01154026517702487 0.023787673857283129 -0.0088781960942802742 0 0.011417431326679469 0
leaf_weight=712.99642112758011 4.7442582845687848 7.3818046329542986 4.1599063193425527 7.9139230838045469 8.2051519295200688 7.6287412494421032 19.297958036884665 65.712866439018399 3.6203149221837512 2.5608182651922107 2.1537258033640683
leaf_count=7095 113 94 39 82 149 77 162 817 44 45 46
internal_value=4.96506e-05 0.000199386 1.06001e-05 0.000278355 -0.0132225 8.40749e-06 0.0135881 -0.000456423 -0.0241549 -0.0125394 -0.0221837
internal_weight=846.376 836.917 829.535 813.55 15.9854 805.636 26.9267 778.709 11.8255 9.4588 6.89798
internal_count=8763 8559 8465 8233 232 8151 239 7912 193 204 159
is_linear=0
shrinkage=0.05


Tree=611
num_leaves=16
num_cat=0
split_feature=3 27 21 40 44 34 27 1 3 42 8 3 2 1 21
split_gain=0.661314 4.92921 4.79832 2.54837 3.30128 1.66271 1.34717 1.28581 2.7037 2.4409 3.4947 2.40885 6.24319 1.92062 1.11966
threshold=0.026017095402800835 0.0016748044131788093 -0.0083621489619652607 0.0030713528812234682 -0.12940952255126037 0.00025421394527214153 -0.00076588753509148797 0.019661044564810874 0.02976462485854486 0.59040795660036283 -11.894047819331254 0.037190402582038089 0.27654529383388132 0.020902467175333273 -0.0098303082474041851
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -2 -4 -1 9 -9 10 -5 12 -10 -13 -6
right_child=3 -3 5 7 14 -7 -8 8 11 -11 -12 13 -14 -15 -16
leaf_value=-0.013637465608909516 0.00020850595372915739 -0.018240050550068346 0.015046561918423471 0.0020774627334219195 -0.035750739840883831 0.042631971065336983 0.008641838999523789 0.016311021556867308 0.018579251552815697 -0.0048147251249796089 0.029755154226733999 -0.015807293193816511 -0.011311702688858677 0.00021890730203829418 -0.012170647048307146
leaf_weight=12.476219721138479 27.16555593162775 16.989661462605 11.811326250433924 28.626800134778023 12.376739557832481 11.805674016475676 14.487762063741682 24.697790816426277 20.395494610071182 29.276206955313683 19.362077236175537 18.740915060043335 115.02857479453087 2353.1350114569068 10.076903212815521
leaf_count=47 93 73 51 93 62 49 60 79 63 93 61 56 373 7468 42
internal_value=-8.06041e-06 0.00487106 0.0127532 -0.000134113 -0.0113483 0.0291684 -0.00149434 7.76519e-05 -0.000114417 0.00642845 0.0133872 -0.000278852 -0.0067627 8.95104e-05 -0.0254909
internal_weight=2726.45 67.5706 50.581 2658.88 49.6192 23.617 26.964 2609.26 2532 77.2651 47.9889 2507.3 135.424 2371.88 22.4536
internal_count=8763 280 207 8483 197 100 107 8286 8039 247 154 7960 436 7524 104
is_linear=0
shrinkage=0.05


Tree=612
num_leaves=15
num_cat=0
split_feature=20 20 7 3 5 11 28 11 42 36 39 28 0 11
split_gain=0.719266 1.58368 2.99453 3.40884 2.53258 1.27178 3.37223 1.92626 3.71526 3.18139 3.05316 4.02279 2.80482 2.54716
threshold=-26.062426785557836 -3.6804028894310963 85.947434869236204 0.055437020254630813 0.075283170866794216 -0.27298805707068768 -0.066667820860410329 0.08529954294622695 0.22571264546908118 -0.024599862672760316 0.01178273663845498 -0.043322990801489554 0.19518253978587716 -0.099337798314675846
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -3 10 9 -9 11 -7 -10 -12
right_child=1 5 -4 4 -6 7 -8 8 12 -11 13 -13 -14 -15
leaf_value=-0.0092132770486159036 0.00060855030175710825 0.0075215186283382283 -0.0080833770847514742 0.039379333702897243 0.0097067081249474236 -0.017807301941600771 -0.02386501725189942 -0.031013099399150403 0.012473842485795261 -0.0058714557281771811 0.0005180950235553804 0.0053617554624436495 -0.00018372426968194791 0.024794625416614584
leaf_weight=20.955861330032349 29.492350034415722 15.196370899677275 23.532722540199757 14.903214335441591 15.053694680333136 23.068135697394609 18.870628021657467 14.351591251790522 44.558359213173389 107.151362311095 17.609034415334463 97.360461659729481 2181.4038333240896 29.757758863270283
leaf_count=70 94 51 81 49 56 100 71 57 145 361 65 316 7145 102
internal_value=-7.14212e-06 6.45959e-05 0.00685931 0.0128619 0.0247167 -0.000154875 -0.00973695 -2.27244e-05 -0.000394726 -0.0089053 0.00514894 0.000871139 6.79523e-05 0.015895
internal_weight=2653.27 2632.31 82.982 59.4493 29.9569 2549.33 34.067 2515.26 2347.47 121.503 167.795 120.429 2225.96 47.3668
internal_count=8763 8693 280 199 105 8413 122 8291 7708 418 583 416 7290 167
is_linear=0
shrinkage=0.05


Tree=613
num_leaves=28
num_cat=0
split_feature=4 8 25 38 3 8 25 28 10 14 32 17 36 1 16 44 16 8 24 24 36 17 19 18 21 29 29
split_gain=0.606072 3.16955 5.57957 6.48689 4.97937 2.8475 2.53691 4.77024 3.8534 4.2465 4.98393 2.5064 3.73746 1.98342 3.53606 4.84036 3.08885 1.96828 2.17109 5.03247 2.69175 2.30453 2.0668 1.51581 4.08838 0.862702 0.739866
threshold=0.56548733000564355 39.673503495537084 -0.0052432359212262634 0.04362867292218154 0.04271805525161481 43.070141508420313 -0.0026480251502072742 -0.016844164429876539 41.08242673324586 0.13005933685326762 -0.00042779082122352868 0.59815912706866536 -0.0047927339325365961 0.014920371679028084 0.015828935564155346 0.1294095225512602 0.017738397442526241 33.006147298889999 0.0075491579823724151 0.0057140680581560278 -0.016807237398194338 -0.35139793499559618 0.75418681853304004 0.48593048954628465 -0.012985390082139808 0.005526382230401806 0.0040313800100203476
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 23 -2 -3 17 -8 -9 -10 -11 12 -6 -7 15 -15 -16 18 19 22 -20 -21 -1 24 -4 -25 -22
right_child=1 5 3 -5 11 13 7 8 9 10 -12 -13 -14 14 16 -17 -18 -19 20 21 26 -23 -24 25 -26 -27 -28
leaf_value=-0.00208319072878867 0.054245742546483358 0.026591960128175232 0.022345720040316409 0.038071139687077982 -0.023575846489516009 -0.027570897445475407 0.050112327840974795 -0.02923337720823559 -0.022276957332205152 0.032472673487864007 0.0017926988061183426 -0.034000750778768789 0.016349294025969314 0.039683166654104776 -0.029033782259880882 -0.0022945054215681507 9.7376901423577489e-05 0.028650524575723008 0.012254282391004791 0.0038164320779349933 -0.035340923226232383 0.038287886187090142 0.032261918588017718 -0.03078111577193219 -0.035282734447592598 -0.008120202124993852 -0.010192492611355845
leaf_weight=292.10060159116983 4.5458760485053054 10.477305609732865 5.7850975468754768 4.4827217031270257 8.1014841441065091 6.1918726861476889 6.5726939253509036 6.9462308567017308 8.7716603465378267 23.106591748073694 31.709887219592932 4.8117470950819543 20.102596524171531 13.141635545529427 9.2998614460229856 13.80675872415304 275.28164697252214 5.6167574739083639 5.6618180852383402 8.7911158418282884 10.214850421529261 11.837710278108714 4.3335789982229462 37.309265895746648 6.2612700238823873 5.5320214554667464 5.1290434990078202
leaf_count=3233 29 89 65 62 113 66 34 59 69 182 220 70 213 85 86 114 2962 44 60 80 128 83 26 410 66 62 53
internal_value=5.88414e-05 -0.00126632 -0.00921079 -0.0187606 0.00576068 0.0010669 0.00140953 0.00960237 0.00569109 0.00962459 0.0148517 -0.000907778 0.00466156 0.000201341 0.000778048 0.0180625 -0.000846903 -0.000416277 -0.000922315 9.56234e-05 -0.0164518 0.0239281 -0.00155353 -0.0235538 -0.00723972 -0.0279971 -0.0273787
internal_weight=845.924 425.131 96.9321 59.3704 37.5617 328.199 420.793 77.1071 70.5344 63.5881 54.8165 33.0158 28.2041 317.722 311.53 26.9484 284.582 343.685 338.069 317.063 21.0057 20.6288 296.434 54.8877 12.0464 42.8413 15.3439
internal_count=8763 4492 1090 665 425 3402 4271 564 530 471 402 396 326 3313 3247 199 3048 3707 3663 3422 241 163 3259 603 131 472 181
is_linear=0
shrinkage=0.05


Tree=614
num_leaves=10
num_cat=0
split_feature=16 21 1 41 16 40 40 40 44
split_gain=0.688307 1.96853 1.63387 0.894235 1.16417 1.28206 1.06853 2.39958 2.15172
threshold=0.0078289340126600025 -0.01031228157754137 0.013179427324124379 7.2174832749260042e-05 0.010655420698068692 0.0037743158612975969 0.0030713528812234682 0.0040381606014398786 -0.78656609248549325
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 8 -8 -6
right_child=2 -3 3 4 6 -7 7 -9 -10
leaf_value=-0.021775486892488122 0.015783917133565604 0.006078263103333331 0.0085292709182379391 -0.014863480883245928 0.0096340593799641647 0.0031453124692582429 0.0056197274304152578 -0.00027637549747058283 -0.013015062193510431
leaf_weight=12.951329447329046 16.332202471792698 11.873120255768297 30.059578292071819 27.111282721161842 13.942383326590059 14.840147361159323 185.95295762270689 2371.4326580688357 39.39014308527112
leaf_count=59 68 46 95 99 47 52 584 7547 166
internal_value=-9.48265e-06 -0.00828196 6.50545e-05 -2.93615e-05 -0.000128549 -0.00838171 2.47121e-06 0.000150591 -0.00699352
internal_weight=2723.89 24.8244 2699.06 2682.73 2652.67 41.9514 2610.72 2557.39 53.3325
internal_count=8763 105 8658 8590 8495 151 8344 8131 213
is_linear=0
shrinkage=0.05


Tree=615
num_leaves=19
num_cat=0
split_feature=19 42 15 0 38 25 31 15 9 39 29 36 6 27 7 2 8 15
split_gain=0.698817 2.87882 2.6386 4.16269 2.78019 2.81583 2.64951 2.59811 2.54021 2.2551 1.95185 1.87817 1.66484 1.5766 2.11985 3.24253 3.09332 1.89733
threshold=0.99938347718865661 0.9136086747752824 1.1068346815573638 0.84531574929560105 0.020039002774792095 0.0013377873563218195 0.004628832960021435 0.99222700655362428 -15.915680176845811 0.0052719405653007404 0.029334262510806289 0.0093141709652916366 91.821182066669692 0.020759568139442169 75.409521197435581 0.51668792084658788 96.991564668317906 1.0439231894122887
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 7 6 5 -5 11 -2 -6 -8 13 -4 -10 14 16 -16 -1 -15
right_child=2 -3 3 4 8 -7 9 -9 12 -11 -12 -13 -14 17 15 -17 -18 -19
leaf_value=0.00017854336895936892 0.0066438601024068917 -0.02037559031858887 0.012562817461879204 0.004997415017619123 0.01807308539602796 -0.020420756551234626 -0.0096546074230576401 -0.017813239608738936 -0.0058433500044632446 0.014683186752225323 -0.01527309881366005 0.037094292698556623 0.00563293775615991 -0.00094852563067921261 0.014027595510476561 -0.0048530388844546194 0.01281162331964892 0.024233271948295779
leaf_weight=1844.393824160099 16.761578746140003 17.64109156280756 16.920288980007172 17.367692545056343 25.048135362565517 27.84638924151659 14.997158259153364 29.360700473189354 55.358417458832264 25.023452676832676 21.049720488488674 16.150007046759129 73.09097770601511 14.508456125855448 24.116776846349239 348.12426536530256 49.697118125855923 14.565356142818926
leaf_count=6051 54 62 55 58 84 93 53 96 195 82 99 54 245 54 85 1132 158 53
internal_value=-7.39335e-06 -0.000308848 0.00218947 0.00407892 0.000298416 -0.0105573 0.0142742 -0.00882182 0.0035334 0.00543699 -0.000152998 0.0247693 0.000647356 -1.15032e-05 -0.000162343 -0.00361293 0.000513308 0.0115355
internal_weight=2652.02 2334.1 317.925 271.803 198.712 45.2141 73.0909 46.1223 153.498 40.0206 2316.46 33.0703 128.449 2295.41 2266.33 372.241 1894.09 29.0738
internal_count=8763 7694 1069 919 675 151 244 150 524 135 7632 109 440 7533 7426 1217 6209 107
is_linear=0
shrinkage=0.05


Tree=616
num_leaves=21
num_cat=0
split_feature=24 29 42 42 29 34 10 31 31 3 24 24 19 24 26 19 29 32 17 1
split_gain=0.599435 2.34786 1.85713 1.54878 2.38026 1.96452 1.81278 2.12015 2.09495 2.1039 1.01321 3.44813 2.99345 2.78934 5.59234 2.82229 1.20154 0.483251 0.153631 0.0768554
threshold=-0.0065070282297896463 -0.011761845572619943 0.13303195550960575 0.27218388513335112 -0.008593658782800882 -0.0026380990357620644 37.883369148568363 0.00052832981597151563 -0.015373960308651778 0.083089895161055208 -0.0020278396253197851 -0.0032886977626552928 0.1110107257582542 -0.00073104079258321788 -0.0027108478761880125 0.091487675486835007 -0.0057126297988741017 -0.003365561249083159 -1.4348269314865596 0.032867474758759375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 17 19 6 5 -5 7 8 18 -10 11 12 -4 14 -12 -15 -13 -2 -1 -3
right_child=1 2 10 4 -6 -7 -8 -9 9 -11 13 16 -14 15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0063396579032707892 -0.0084890050088201174 -0.013016199629709572 -0.022105331898974526 0.015257629565977008 0.0215816536548631 -0.034605613048262873 0.037880924956230404 -0.021022536023474762 0.010062571864834063 0.049148798185025405 0.002267828829123172 -0.0077878671857638864 0.014806431352792821 0.018967160557635438 0.048325814337065787 -0.00052686016233972454 -0.035900982737475121 -0.033564646146030351 -0.031782533055348373 -0.032756890388462488
leaf_weight=1.7461816468276086 3.85230473568663 1.9416463570669282 7.5770472926087704 2.4307717760093501 4.339124307036399 7.6196863148361436 5.2193037178367367 5.7401015479117623 18.645706559531398 4.3234894070774308 25.133675595279783 7.0549285542219904 18.853863062337041 18.987205857876688 8.9648043978959304 680.8980407291092 9.9860240761190635 5.9853037036955339 1.9911579419858743 4.0420889426022768
leaf_count=48 88 45 112 42 32 153 48 79 256 56 252 89 167 189 73 6609 113 149 56 107
internal_value=5.37688e-05 -0.000281599 1.83631e-05 0.00525106 -0.00847003 -0.0220218 0.0106339 0.00599444 0.0120446 0.0178177 0.00024004 -0.00715793 0.0039929 0.000685929 0.014629 0 -0.0246672 -0.0244327 -0.0216729 -0.0274924
internal_weight=845.332 793.277 783.439 52.0555 14.3896 10.0505 37.6659 32.4466 26.7065 22.9692 777.456 43.4719 26.4309 733.984 34.0985 699.885 17.041 9.83761 3.73734 5.98374
internal_count=8763 7993 7756 770 227 195 543 495 416 312 7604 481 279 7123 325 6798 202 237 104 152
is_linear=0
shrinkage=0.05


Tree=617
num_leaves=31
num_cat=0
split_feature=35 28 10 42 37 17 28 18 42 28 31 1 21 19 29 38 38 38 31 31 28 39 36 10 15 15 11 33 37 4
split_gain=0.653594 3.27509 2.19188 3.59784 2.64956 3.36442 2.93869 2.17899 2.04889 1.98521 4.1927 5.82779 8.48519 5.79388 4.37993 5.2341 4.17135 6.28957 5.331 4.1814 3.56202 1.77701 2.93951 3.75115 3.98532 2.25772 3.93526 4.75012 3.72453 2.49768
threshold=-0.0065857029544268966 0.0031661553528008028 39.61690514327622 0.29922520043077566 -0.0053449733648028288 -0.0193802796814985 0.018754816007185284 0.029567015219187098 0.29450988298448627 -0.0023967633092303602 -0.001135349838324266 0.034535916284812583 -0.01031228157754137 0.92568573981285962 -0.0078715573577358682 -0.0068589363800093941 -0.012488980203692988 -0.036591404269771692 -0.0039600092912707744 -0.0022284517276491621 -0.0011624320125431865 0.0062467428714502024 -0.019391185184654599 27.84441011450026 -0.25350615110651048 0.30922857196531034 0.073169893304951397 0.010085915271774489 0.0032076511644569821 0.17035125797306797
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 8 -4 6 -6 -5 -2 -3 10 11 12 -9 -13 -12 -16 17 -11 -18 -19 -20 22 -1 -24 -25 26 27 -23 -27 -28
right_child=7 2 3 4 5 -7 -8 9 -10 16 14 13 -14 -15 15 -17 18 19 20 -21 -22 25 23 24 -26 28 29 -29 -30 -31
leaf_value=-0.026678566168733427 -0.01570494218882738 0.021208090578869618 -0.01312524464170149 0.032482944408806003 -0.0062652197961022065 0.0088698333334795484 0.0072096933217468536 -0.020053667762894273 0.00025490703556993661 0.016179657680088996 -0.016269042387802603 0.0047308931519375805 0.014823167582288266 -0.017316258722114501 0.041151830167481911 0.0091100481529530902 0.021804592710892839 -0.028904597496675573 -0.02094909731407088 -0.0079233186993130523 -0.00048367481881598698 0.022723260439066296 0.020500191519618922 -0.028769812250519451 -0.0017839744178061328 -0.032063445424111978 -0.00089243524901176413 -0.0065316962591421409 0.002188479129254003 0.020127352185337639
leaf_weight=16.428353354334831 22.988883383572102 36.279864139854908 29.298532113432884 16.583567753434181 66.823236510157585 80.834853895008564 39.820636905729771 69.359924204647541 17.896221704781055 20.222048990428448 13.996579393744467 333.1858399361372 23.038634568452835 32.558651015162468 14.577923007309435 105.64299103617668 26.448664605617523 33.308434814214706 21.532481081783772 86.434688627719879 1310.4707292951643 15.932004123926161 13.494092181324957 17.648837521672249 61.873182259500027 13.023168519139288 20.763210341334343 101.48163230717182 19.435316048562527 41.328783012926579
leaf_count=50 78 119 89 50 201 262 122 231 59 77 42 1153 78 107 48 353 86 103 70 257 4120 50 42 54 191 45 65 347 69 145
internal_value=-7.65747e-06 0.00143365 0.00531437 0.00318029 0.00555116 0.00198696 0.0147732 -0.000425291 0.0143919 -0.000254151 0.00219303 -7.35949e-05 -0.0112968 0.00275039 0.00996154 0.0130679 -0.001225 -0.009442 -0.000374066 -0.0138206 -0.00081981 -0.00202312 -0.00719763 -0.00367829 -0.00786452 0.000627217 0.0028453 -0.00250355 -0.011457 0.0130279
internal_weight=2722.71 608.945 287.537 233.361 204.062 147.658 56.4042 2113.77 54.1761 2090.78 592.361 458.143 92.3986 365.744 134.217 120.221 1498.42 139.965 1358.45 119.743 1332 321.409 109.444 93.0161 79.522 211.964 179.506 117.414 32.4585 62.092
internal_count=8763 1960 902 724 635 463 172 6803 178 6725 2012 1569 309 1260 443 401 4713 437 4276 360 4190 1058 337 287 245 721 607 397 114 210
is_linear=0
shrinkage=0.05


Tree=618
num_leaves=8
num_cat=0
split_feature=1 28 36 11 24 28 21
split_gain=0.696198 1.03858 1.14381 1.97986 1.87443 1.82201 1.81557
threshold=0.28472972050346751 -0.14855972285802657 -0.040496431007141946 -0.23805311480145847 -0.01697615798573315 -0.1026735523739909 0.0068580691973045239
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 -3
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.010290590707200781 -0.0099389587543879405 0.016858746876445129 -0.016013886495265552 0.015697649710717937 -0.015913456639274955 -6.0624232729416177e-05 -0.0025857492894870038
leaf_weight=24.461534425616264 17.43676882237196 25.121243998408318 19.499820716679096 18.629974409937859 18.164249993860722 2504.6121033895761 22.134208410978317
leaf_count=89 68 84 78 70 62 8235 77
internal_value=-7.99362e-06 5.62584e-05 -3.82016e-05 -0.000182485 -5.84209e-05 -0.000177374 0.00765923
internal_weight=2650.06 2632.62 2608.16 2560.91 2541.41 2522.78 47.2555
internal_count=8763 8695 8606 8445 8367 8297 161
is_linear=0
shrinkage=0.05


Tree=619
num_leaves=31
num_cat=0
split_feature=21 38 40 12 28 43 10 32 36 12 42 12 33 26 21 38 32 36 21 28 44 42 43 17 37 28 37 28 11 7
split_gain=0.595355 3.42333 2.77376 4.96041 4.06281 3.5464 5.1974 7.76062 3.62759 7.15965 3.13435 5.30973 3.40427 3.01764 2.76719 4.87393 3.83949 5.86042 5.40062 4.35772 2.42594 2.20642 2.02619 1.95183 2.28682 1.54398 3.48396 2.66631 3.24468 2.53714
threshold=-0.014036001387301971 0.037051778950834231 0.006389471118420231 0.046440993233288839 0.0008764386766816751 0.78656609248549325 48.364757567119007 -0.0003737992351347209 0.00085155302020578649 0.032696804541564699 0.78991306266805306 0.052398549707087579 0.013608359553999251 0.0024152815722749917 -0.010411669482751974 0.044341457799576885 -0.00067691317101241919 -0.0031247992525249009 -0.011601532180399528 0.032568328224804599 0.60355339059327384 0.37313750634803827 -1.0000000180025095e-35 0.46694714995161274 0.0058050544943444313 0.089524485080739832 0.040087513554533001 0.01595780957686942 1.2186480254993379 86.660349992086694
decision_type=2 2 2 2 2 2 2 2 2 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 22 8 -7 -8 21 -10 12 -12 -5 -6 15 16 20 18 -18 -19 -2 -1 -4 24 -3 27 -27 28 29 -16
right_child=14 23 3 10 13 6 7 -9 9 -11 11 -13 -14 -15 25 -17 17 19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0036879986855788585 -0.016184364588671278 -0.019783987026092697 0.013662521553111373 -0.012080824303257558 0.040578049202365345 -0.019360552846413567 0.067413366596924207 0.00065010576181514981 0.028022768860768762 -0.010134107274560263 0.058444136551757266 -0.00099773832609529006 0.0029665794861741964 0.006915861938418171 0.0014083242349135277 0.039339699837762011 0.013691789215297479 -0.0028097590649637317 0.065248745841568034 0.027816684141085748 0.01602680125030782 -0.023982965595776905 -0.026567319988202782 -0.031338335730351705 0.02348595759262773 0.04795116362263948 -0.002068091442587286 -0.0091347177673315703 0.038068772936960052 -0.025426909980721071
leaf_weight=20.654160849750042 28.789080510381609 8.3939449293538946 6.4276357069611549 56.774254414252937 19.306397140026096 9.2782538952305931 6.9729128703475043 11.724570125341412 16.342448350042105 48.574798587709665 5.8559311395511022 9.7341511677950603 109.93618185585365 10.806094974279402 164.14443298894912 10.67987099662423 15.543546156957747 64.012356925755739 7.7630083207041016 14.042622894048689 7.0957678640261284 41.856037775054574 5.800351854413746 14.087368964683263 4.6155711566098026 4.9532012417912474 10.612869373522697 95.24164361320436 5.6744639454409471 9.20677876845002
leaf_count=237 317 131 42 537 99 116 54 107 130 479 45 136 1339 80 1703 75 113 501 50 111 73 387 62 362 67 51 136 1093 31 99
internal_value=5.29757e-05 -0.00131694 -7.73642e-05 0.00346153 0.0188576 -0.00522405 0.0107897 0.0260405 -0.00878465 -0.00042316 -9.52818e-05 0.0212413 -0.0021321 0.0287265 0.0013385 0.00690655 0.00431955 0.0093188 0.0312835 0.00266471 -0.00964924 -0.0173737 -0.00507565 -0.0184544 -0.00398904 -0.00148749 0.0137336 -0.00237428 0.00119745 -1.92106e-06
internal_weight=844.901 407.141 380.044 224.641 42.3405 155.403 27.9757 18.6975 127.427 64.9172 182.301 15.5901 166.71 30.1125 437.76 147.926 137.246 101.362 23.3066 78.055 35.8848 62.5102 12.228 27.0969 13.0095 289.833 15.5661 274.267 179.026 173.351
internal_count=8763 4410 3850 2340 283 1510 277 161 1233 609 2057 181 1876 179 4353 1240 1165 775 163 612 390 624 104 560 198 3113 187 2926 1833 1802
is_linear=0
shrinkage=0.05


Tree=620
num_leaves=24
num_cat=0
split_feature=14 4 8 20 27 38 37 14 0 43 24 31 3 28 34 28 5 5 16 5 5 1 31
split_gain=0.655308 2.06556 2.36202 2.3078 3.54594 2.50362 2.20864 1.12234 2.24343 2.93502 1.81436 1.81291 1.24457 3.86366 4.15306 3.21015 2.40662 4.03437 3.45239 2.59649 5.93791 3.08805 1.76407
threshold=0.12205082247810785 0.55057376362613974 9.6033960535711138 0.7028182228125146 0.0027152996470171599 0.002235429643216547 0.0017079899368014353 0.20137802797167201 0.52670298218222911 0.60355339059327384 0.0039873069210916096 0.0018410243990681656 0.041510006264626489 -0.018620803399565889 -0.0045788583515971584 0.019913795886151511 0.037702785658863328 0.037407195751759902 0.031435768190045663 0.045864380314610605 0.045397934772491579 0.046809198521736851 -0.0034240568931884511
decision_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 4 5 -1 -4 8 10 -10 11 -2 13 22 -15 -16 17 18 -14 20 -18 -21 -9
right_child=7 2 6 -5 -6 -7 -8 12 9 -11 -12 -13 16 14 15 -17 19 -19 -20 21 -22 -23 -24
leaf_value=-0.008457693715924041 0.0065289770825201618 0.026734743986577311 -0.011219643807146479 0.0099026353470230352 -0.02342989445676219 0.016708505487864091 0.012510180896560663 0.0023316634797744627 0.013286001355795277 -0.012210027494518215 -0.020958665871396772 -0.015471600428146177 0.00099036469596214412 -0.020953587691436137 -0.0045987708532691284 0.0057716957903612533 -0.002717668001794106 0.025641391315572977 0.012526405675548885 0.012186734737940273 -0.030873655712603528 0 0.025466500772629037
leaf_weight=24.35407729446888 19.488263890147209 16.22791513800621 14.806112498044966 29.806497439742088 21.383458152413368 16.414188057184219 27.952048443257809 17.17295329272747 28.398845933377743 18.461078301072121 27.350368186831474 17.561208128929138 522.40845917910337 31.643831148743629 317.36990344896913 97.116646379232407 315.99000887572765 19.300316989421844 74.19022136926651 54.845319792628288 19.870063811540604 971.43225041031837 16.770521983504295
leaf_count=78 63 53 48 97 67 52 95 54 88 57 89 53 1551 99 1089 310 956 57 226 162 58 3309 52
internal_value=-6.82992e-06 0.0031919 0.0104968 -0.00144582 -0.00697576 0.00156851 0.00416945 -0.00019681 -0.00510664 0.00313042 -0.0111733 -0.00377814 2.35848e-05 -0.00225774 -0.00350495 -0.00215604 0.00057988 0.00317454 0.00243517 -0.000589789 -0.004407 0.00065487 0.01395
internal_weight=2720.31 150.944 58.9861 91.9582 62.1517 40.7683 42.7582 2569.37 111.26 46.8599 64.3998 37.0495 2458.11 480.074 446.13 414.487 1978.04 615.899 596.599 1362.14 335.86 1026.28 33.9435
internal_count=8763 490 196 294 197 130 143 8273 350 145 205 116 7923 1604 1498 1399 6319 1834 1777 4485 1014 3471 106
is_linear=0
shrinkage=0.05


Tree=621
num_leaves=17
num_cat=0
split_feature=5 37 35 5 1 5 44 7 44 5 39 38 3 5 21 39
split_gain=0.68732 3.16913 1.33147 1.27118 2.53458 1.40739 2.6002 3.26655 2.68909 2.24268 3.27726 4.01385 3.86286 2.36473 2.54881 1.69089
threshold=0.014101223325073237 -0.0015420278714461941 -0.00050589367683839803 0.015666668775319057 0.016033799871682797 0.01860891240524648 1.0000000180025095e-35 46.913098950980618 0.78656609248549303 0.024713127901306982 0.0029655066439390381 -0.011700556901559854 0.033193562248433971 0.027832889760787616 -0.019719062689450784 0.002896046225608784
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 7 -5 -8 10 12 -12 -7 14 -11 -15
right_child=3 2 -4 5 -6 9 8 -9 -10 13 11 -13 -14 15 -16 -17
leaf_value=-0.028173825272120437 0.02352411759717625 0.015075822399237694 -0.006083714568706002 0.0024791089419494705 -0.0044684506523504077 -0.0006528201384158076 0.011319893065547249 -0.027152104201926399 -0.012070733812108351 -0.016819282856729591 -0.023652298804384228 0.0031711115034109825 0.021439588406449547 -0.0051892187333518816 -0.0023269992029786488 0.00052603909060305605
leaf_weight=11.857481457293032 16.581655524671081 12.018636189401152 18.831081055104733 14.565677672624586 15.164283268153666 31.751652255654335 28.642289936542511 24.216662615537643 21.291945964097977 41.671931229531765 15.324102640151976 144.65087361633778 50.560716688632965 138.47074331715703 115.05593622475863 1948.3525372240692
leaf_count=58 57 44 80 49 53 112 94 85 75 149 52 442 153 440 391 6429
internal_value=-6.41391e-06 -0.00629242 0.00202028 9.49086e-05 0.0100237 -2.59622e-05 -0.00621221 -0.015917 0.00124201 0.000193047 0.00476327 0.000557274 0.0128664 -0.000298466 -0.00622046 0.000144178
internal_weight=2649.01 42.7072 30.8497 2606.3 31.7459 2574.56 88.7166 38.7823 49.9342 2485.84 242.287 159.975 82.3124 2243.55 156.728 2086.82
internal_count=8763 182 124 8581 110 8471 303 134 169 8168 759 494 265 7409 540 6869
is_linear=0
shrinkage=0.05


Tree=622
num_leaves=25
num_cat=0
split_feature=35 36 16 25 39 27 1 0 16 42 17 31 15 33 21 34 31 36 15 21 25 20 44 41
split_gain=0.625396 3.49961 3.24709 2.91198 2.18309 1.83024 2.72627 1.75796 1.44149 1.29675 2.2505 2.81929 2.45338 1.2543 1.23554 5.19303 3.74628 3.52267 2.68543 2.53497 1.13721 1.00232 0.579102 0.10198
threshold=-0.010489329749861108 -0.011776861597949216 0.022160195448452172 -0.016204771969990182 0.0060289228566394243 -0.021033672111188697 0.16377393396063092 0.64484175046059866 0.05484486012564644 0.13944682486771226 -1.7489438491227103 -0.00072377674205253669 -0.18524440914727752 0.014028837078651697 -0.014036001387301971 -0.0091308852271960155 0.0080755124465676353 0.00085155302020578649 0.011352841240733763 -0.012776807394517016 -0.014674080474594934 -2.218734177847542 1.0000000180025095e-35 0.0053505049578384898
decision_type=2 2 2 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 -1 20 13 23 11 -11 -13 -7 16 -16 17 -12 -18 -17 -4 -10 -6 -2
right_child=9 2 7 4 22 8 -8 -9 21 10 14 12 -14 -15 15 19 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.053021078627468014 -0.03239062087189281 0.02100940671168958 -0.0099227605637882237 -0.0019402327387881176 0.018032036701329218 -0.012447664472833129 -0.014996555862650902 0.0032321316967601336 0.0019669687973232161 0.043452888334792099 -0.0061161798985056755 0.02891516083006301 -0.024588994514879892 0.009244967916018608 0.03912415290087088 0.012704321145418241 0.022491124643557778 0.004800642218813757 -0.020265708802345687 -0.00013235633869092262 -0.036122774838952591 -0.033793812777868359 0.041110768520259834 -0.01206400447778396
leaf_weight=3.0518370517529538 2.7285333340987554 4.587256488390266 6.3798347259871688 8.2191826310008782 6.8205775041133148 14.572416060604157 2.53912771679461 4.732457368168979 2.2721236981451511 6.7787230778485528 130.36964374873787 3.9037338485941282 4.5078323418274513 11.929892037529497 9.2313160914927703 43.269775812514126 3.884556232020258 170.29100393177941 37.043007365427911 333.47329732356593 16.849543814547363 7.5727656339295191 6.7582403318956494 2.3836369253695011
leaf_count=49 50 37 94 87 52 221 62 60 42 78 1273 52 54 125 90 357 32 1667 664 3128 181 196 54 58
internal_value=4.52683e-05 -0.00373895 -0.0170745 0.00300906 0.0178372 -0.00460323 0.0215317 -0.0235531 -0.00880856 0.000539594 0.000720436 0.0197097 0 -0.00249683 0.000314447 0.00225841 -0.0018675 4.99082e-05 -0.0160407 0.00133168 -0.0292148 -0.0251009 0.0301005 -0.0242856
internal_weight=844.15 96.2853 32.5491 63.7362 21.798 41.9382 5.59096 27.9618 36.3472 747.865 742.753 15.1903 8.41157 26.5023 727.563 385.974 341.588 300.661 40.9276 376.743 23.2294 9.84489 13.5788 5.11217
internal_count=8763 1260 372 888 193 695 111 335 584 7503 7395 184 106 346 7211 3575 3636 2940 696 3485 275 238 106 108
is_linear=0
shrinkage=0.05


Tree=623
num_leaves=15
num_cat=0
split_feature=12 11 5 33 40 44 1 12 12 31 12 33 41 15
split_gain=0.687818 2.79952 4.55964 2.95713 2.2682 3.129 1.23639 2.56989 3.97895 2.71046 2.34583 4.06284 1.10397 1.03523
threshold=0.020834532425954889 0.81034548520539806 0.017216765976106357 0.0042703287206451923 0.0030713528812234682 -0.12940952255126037 0.019661044564810874 0.025194735187571465 0.029404065049481443 0.00070696888056672564 0.023847750253555285 0.0060828640731783812 0.001699421696637538 0.086394866174071841
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 -6 9 -9 -8 -12 -7 -13
right_child=4 -3 -4 -5 6 12 10 8 -10 -11 11 13 -14 -15
leaf_value=0.017260439875931007 0.00046956707358763224 -0.016756388741189024 0.033240926324487642 -0.010381125162892134 -0.011495410329145295 -0.035946726589186115 0.015333678488330711 0.0070780352147732806 -0.0039097160881648857 0.035152507857282626 -0.020201361530026812 0.0017577578528925773 -0.012472821804709424 -0.00064243951042921221
leaf_weight=16.274837777018547 27.001789659261703 11.873197026550768 14.996623232960699 23.482362695038319 15.743265375494955 11.180094666779043 24.199580252170563 17.170308962464333 25.493843242526054 18.401209473609924 25.22410361468792 589.21396801620722 10.877163782715796 1887.8346134610474
leaf_count=79 93 54 58 89 49 57 78 56 84 58 86 1911 47 5964
internal_value=-5.96772e-06 0.00500582 0.00983799 0.000823576 -0.000133933 -0.0107747 6.50778e-05 0.00631157 0.0109954 0.021799 -0.000123088 -0.000275176 -0.0247052 -6.94397e-05
internal_weight=2718.97 66.627 54.7538 39.7572 2652.34 49.059 2603.28 76.8086 61.0654 35.5715 2526.47 2502.27 22.0573 2477.05
internal_count=8763 280 226 168 8483 197 8286 247 198 114 8039 7961 104 7875
is_linear=0
shrinkage=0.05


Tree=624
num_leaves=14
num_cat=0
split_feature=10 10 7 8 27 27 31 34 28 43 33 24 44
split_gain=0.689308 0.953572 1.62524 2.97152 1.72851 2.56504 2.76046 2.10546 1.91004 1.55639 1.78001 1.86082 0.911564
threshold=88.691940183317357 83.680642714758449 91.871612189849472 106.08198541795656 0.020759568139442169 0.014974756887959543 0.018500982756248667 0.0017639647984932785 0.093356662848670655 -0.91597561503675329 0.008909405116216431 0.028918725703311842 0.37940952255126048
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 8 -7 12 -1 -3 -11 -12 -6
right_child=-2 9 3 -5 7 6 -8 -9 -10 10 11 -13 -14
leaf_value=5.4414662702003263e-05 -0.010270521116156089 0.022530262101035658 0.0049738524537105908 -0.025744923433163078 0.010536340069369651 -0.015105428029498416 0.0036117677768572054 0.023278056826317325 0.016417232876772662 0.017788981846452015 -0.01849761476570368 0.0066489385332963854 -0.0065292488257789163
leaf_weight=2394.3228235542774 16.16001201979816 11.937701888382433 14.328583769500257 16.711820922791958 14.668910741806032 56.376943428069353 29.622401423752308 17.42337816208601 17.875301867723465 12.425862878561018 13.313852641731502 15.844480596482752 16.318919971585274
leaf_count=7831 68 40 47 63 53 212 102 69 58 43 57 64 56
internal_value=-5.73084e-06 5.58007e-05 -7.95647e-05 -0.0114338 5.73115e-05 -0.000122228 -0.00860353 0.00940643 0.000178418 0.00665632 0.00193627 -0.0046862 0.00139627
internal_weight=2647.33 2631.17 2577.65 31.0404 2546.61 2498.2 85.9993 48.4112 2412.2 53.5219 41.5842 29.1583 30.9878
internal_count=8763 8695 8491 110 8381 8203 314 178 7889 204 164 121 109
is_linear=0
shrinkage=0.05


Tree=625
num_leaves=31
num_cat=0
split_feature=19 43 24 3 41 21 1 31 20 20 1 7 20 27 21 31 28 28 41 28 5 21 28 41 0 8 20 18 10 7
split_gain=0.606656 2.89623 2.59094 3.2008 3.87769 3.14837 5.6838 2.79797 2.26659 2.12615 1.92143 3.09974 3.70934 3.04913 2.57855 2.48148 1.79974 3.30677 4.40249 3.23061 2.80505 2.49617 2.32114 3.854 2.21909 1.76174 2.01046 1.57427 1.40565 1.83286
threshold=0.91350599818813139 0.60355339059327384 0.015996291689022963 0.071158890039218048 0.0017338406274355757 -0.011479968116243019 0.08013261953549887 -0.016263802023322293 0.58265268212618471 -2.7740007274568468 0.07284481762365555 74.81400799155027 -1.7596573358784739 0.0022180114208521636 0.016137623476841473 0.0044855745590479824 0.067139745446888763 0.047085076386624687 0.0032897095708162107 0.089524485080739832 0.043001043425639381 -0.025198611152279195 0.03769849168122593 0.00069845366006247769 0.71304244100521641 117.1672015082881 2.4094917374864031 0.71009569898062108 61.790776607275255 89.465500686558627
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 16 5 -5 -4 -7 -6 -9 -3 11 13 -13 -2 25 -14 17 22 20 -18 -19 -20 24 -24 -1 27 -27 -12 -11 -30
right_child=1 9 3 4 7 6 -8 8 -10 28 14 12 15 -15 -16 -17 19 18 21 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0009756325022500968 0.0090994435089644474 0.014071610644053729 0.046392469783231652 0.050088447765361935 0.026816006912641067 -0.024602829665983154 0.032352174774338875 -0.030575787559409429 0.012136997535048578 0 -0.0045065382586439778 -0.016110945733031908 0.0090931310720996084 -0.02587274055919371 0.019429462426122198 0.033620690838820841 -0.02706894560753198 0.00628493818395466 0.016963747982952627 0.020041136377099891 0.043459445654915968 -0.016957434614724497 0.024238873177248779 -0.019201968744084003 -0.012369001699283656 0.024521190409224819 -0.022540419603191135 -0.031537716191224412 -0.035236264981197661 0.0034197711956479972
leaf_weight=500.50682529900223 10.982282955199482 4.5195549321360913 9.463998796418311 2.9546152651309994 3.8657051362097326 6.9416127055883434 11.290299739688633 12.040119799785311 3.9177755936980239 5.5423386916518238 9.2337716515176016 10.525528989732264 37.652488737367094 13.755703250411896 6.6130039049312463 14.680210973136125 14.409572783391924 8.7273767776787299 9.3442678041756171 4.6536299930885425 13.447755324654279 12.529785534366964 5.8542186990380278 33.049455697648227 33.111501879990101 5.1956434082239848 3.8149435082450509 14.803965266793965 16.69462293479592 3.4495683759450904
leaf_count=5065 92 55 57 30 44 55 89 227 52 85 122 102 298 173 83 134 223 71 82 58 93 131 37 315 282 72 60 268 265 43
internal_value=4.26136e-05 -0.00274892 0.000690872 0.0115844 -0.00210177 0.0229874 0.0103785 -0.0103438 -0.0197678 -0.0166452 0.000520743 0.00469096 0.0106264 -0.0101716 -0.00855251 0.0161199 -0.000167976 0.000293029 0.0134838 -0.0152631 0.0291472 -0.00222802 -0.000715299 -0.0124914 0.000136055 -0.0143443 0.00401851 -0.0214229 -0.0222773 -0.0283855
internal_weight=843.572 157.464 686.109 50.4741 22.7782 27.6959 18.2319 19.8236 15.9579 30.2061 127.258 87.5962 62.8582 24.738 39.6613 52.3327 635.634 616.571 44.0492 19.0632 22.1751 21.8741 572.522 38.9037 533.618 33.0483 9.01059 24.0377 25.6865 20.1442
internal_count=8763 1852 6911 554 353 201 144 323 279 448 1404 799 534 265 605 432 6357 6076 377 281 164 213 5699 352 5347 522 132 390 393 308
is_linear=0
shrinkage=0.05


Tree=626
num_leaves=17
num_cat=0
split_feature=3 27 5 33 40 32 15 18 11 7 16 4 9 2 21 9
split_gain=0.631953 4.50019 4.84539 4.23703 2.14572 3.64474 1.03041 6.42811 4.76621 3.53916 4.80428 3.48599 3.48593 3.38038 2.69034 0.466018
threshold=0.026017095402800835 0.0016748044131788093 0.017216765976106357 0.0042703287206451923 0.002843180982581258 0.00018459696478436948 0.69668640633337298 0.46138612180811195 0.6686248852133535 55.474650820108806 0.028399897685468922 0.68816054676047889 -30.954805547473768 0.52126122117275153 -0.012065989980184332 -36.585261585261541
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 8 -8 12 10 -9 -11 14 -14 -6 -10
right_child=4 -3 -4 -5 6 -7 7 9 15 11 -12 -13 13 -15 -16 -17
leaf_value=0.025376438079381499 0.0019818985395329415 -0.017452905228409605 0.038592995423933907 -0.0098518573063189254 0.0016679522671892183 -0.032869058004885481 0.027370291456808766 0.020102499946761661 -0.026715064024156899 -0.0054197428159340954 -0.0057835153711859322 0.0013575532553348278 -0.032052993204520139 -0.0043836237312425827 -0.0030659302777851952 -0.013495261491985497
leaf_weight=13.334184706211088 16.489107020199302 16.674535408616066 12.977205634117125 23.131286449730396 879.19927614182234 13.278041519224642 22.752826243638992 50.196767702698708 15.064543902873991 243.41507971659303 27.399323225021362 858.45263634249568 16.195351645350456 36.03751465678215 455.51183443516493 16.94912963360548
leaf_count=70 55 73 51 86 2760 64 69 157 47 753 90 2780 57 111 1487 53
internal_value=-5.80751e-06 0.00481694 0.0124484 0.00292736 -0.000128155 -0.0134544 2.17837e-05 0.00110061 -0.000888743 0.000587327 0.0109021 -0.000135447 -0.00044409 -0.0131032 4.85126e-05 -0.0199356
internal_weight=2717.06 66.1172 49.4427 36.4655 2650.94 29.7671 2621.17 1202.22 1418.96 1179.46 77.5961 1101.87 1386.94 52.2329 1334.71 32.0137
internal_count=8763 280 207 156 8483 119 8364 3849 4515 3780 247 3533 4415 168 4247 100
is_linear=0
shrinkage=0.05


Tree=627
num_leaves=16
num_cat=0
split_feature=1 28 34 12 44 10 28 3 27 5 30 30 31 1 36
split_gain=0.705198 2.05731 1.9999 1.94439 3.43641 2.15397 3.7585 4.31935 1.72941 1.8265 1.67743 2.61556 2.23086 1.97686 1.82773
threshold=0.14062424250331548 -0.12749928364775812 -0.014461573159235961 0.066550754139052828 0.37940952255126048 26.084894637727022 -0.111443528074976 0.15246003386747972 0.019580596370733151 0.076495906886290529 0.013839707982852459 0.013085807827167862 0.018500982756248667 0.089904545120586016 0.020799525380313936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 -7 -8 10 -10 11 14 13 -12 -3
right_child=2 8 3 5 -6 6 7 -9 9 -11 12 -13 -14 -15 -16
leaf_value=0.018154876197628046 -0.016811348924932367 0.00038566776442152669 -0.028270173216475028 0.018870959559913497 0.0050178263577798331 -0.019982350456727874 -0.0020787824697035408 0.027570165348407297 0.024097995714246298 0.001314938207799246 -0.022074009456118385 0.014605254641903148 0.0055277939387667254 -0.0045741798371650658 -0.0050076667004010653
leaf_weight=15.747456476092337 23.127030000090599 2136.6358831785619 15.682058181613685 16.482918307185173 14.774068616330622 19.665948215872049 52.394637431949377 15.848244354128836 15.139830917119978 22.030376121401787 26.363063186407089 30.920801356434822 27.172466069459915 44.035580903291702 169.44656528532505
leaf_count=55 91 6915 84 57 68 81 210 55 52 76 87 98 88 152 594
internal_value=-8.15653e-06 0.000195727 -0.00324825 -0.000874336 -0.0119952 0.00233067 -0.000731737 0.00476379 7.85568e-05 0.0107686 -8.30375e-05 0.000183177 -0.00650421 -0.0112205 -8.6561e-06
internal_weight=2645.47 2487.49 157.975 134.848 30.4561 104.392 87.9088 68.2429 2471.74 37.1702 2434.57 2337 97.5711 70.3986 2306.08
internal_count=8763 8117 646 555 152 403 346 265 8062 128 7934 7607 327 239 7509
is_linear=0
shrinkage=0.05


Tree=628
num_leaves=14
num_cat=0
split_feature=36 26 24 36 0 8 14 38 17 24 19 35 32
split_gain=0.62074 1.12887 1.1727 0.988968 1.72739 2.14014 1.59654 1.88339 1.66085 1.17224 0.851932 0.488186 0.448515
threshold=0.041761614254690278 0.029123273625611987 0.032849932955041163 0.027813553469027589 0.8818643673718608 87.501599445467846 1.9858110062208139 0.011366106297672209 1.751662621706233 0.026682821907938015 0.90550191368413335 0.041819644698486098 0.0038480417263824182
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 8 -8 -1 -6 -2 -12 -4
right_child=10 -3 12 4 9 -7 7 -9 -10 -11 11 -13 -14
leaf_value=-7.5204258756665949e-05 0.010570037603549123 0.019409111389758597 -0.0053065009805596305 0.019965717967918972 0.034947980555796322 -0.022554541522573301 0.00024559871540623054 -0.019313502149766841 0.011014314480214895 0.0055089143547480193 -0.033050856638001995 -0.0035422591241334213 -0.033632016204624034
leaf_weight=709.228451307863 2.5199282513931376 7.4765615295618764 3.2348178788088253 5.002260375767948 7.5324750198051316 6.8179019717499614 25.46491608209908 22.853738375008106 35.310724477283657 6.9874312561005354 4.0587988132610917 2.7794244005344808 3.3740141000598669
leaf_count=7003 45 94 51 60 51 82 505 269 329 64 97 62 51
internal_value=4.60723e-05 0.000196531 1.42044e-05 0.000190731 0.00970587 -0.00412409 -0.000120256 -0.00892297 0.000445424 0.0212576 -0.0126831 -0.0220015 -0.0207986
internal_weight=842.641 833.283 825.807 819.198 26.3401 11.8202 792.858 48.3187 744.539 14.5199 9.35815 6.83822 6.60883
internal_count=8763 8559 8465 8363 257 142 8106 774 7332 115 204 159 102
is_linear=0
shrinkage=0.05


Tree=629
num_leaves=22
num_cat=0
split_feature=14 4 8 40 20 27 27 14 42 8 7 43 14 8 26 15 8 16 42 31 35
split_gain=0.621751 1.96452 2.2049 2.72797 2.17467 3.35553 1.64978 1.05663 2.19774 3.59892 2.08045 1.60475 1.18692 2.87188 1.22938 7.8308 4.76229 4.17198 2.44969 2.42981 1.77764
threshold=0.12205082247810785 0.55057376362613974 9.6033960535711138 0.0064682002196762055 0.7028182228125146 0.0027152996470171599 0.00044970426758996461 0.20137802797167201 0.47169374247894302 31.171341079836782 42.246898568248028 0.37940952255126054 0.23034528669831825 -5.4545778701152061 7.0241306774062893e-05 0.68952531244581139 -8.9017696877731822 0.022306721668562048 0.73191202393034438 -0.00099823232628055308 -0.00010559723434155897
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 4 -3 -4 5 6 -1 8 -2 10 -10 -12 13 -9 15 20 17 -16 -18 -17 -14
right_child=7 2 3 -5 -6 -7 -8 12 9 -11 11 -13 14 -15 16 19 18 -19 -20 -21 -22
leaf_value=-0.0078502321687781672 -0.01738602203004655 0.025978207102703134 -0.0089812516355529792 0.016216258573511794 0.0096172796414890089 -0.022823384362152428 0.012239280870597929 -0.0047734809842245526 0.0075840273222490089 0.020309643073358148 -0.0030454019071034944 -0.021556607905717399 -0.00099523247935703494 0.020646403812568576 0 0.0076546002478136465 -0.0033062588973011421 -0.025296650157880303 0.0011965683537925754 0.03179976382869458 0.0038163264764094103
leaf_weight=21.430002175271511 26.88411258161068 16.163518637418747 20.26203228533268 22.353858850896358 29.723575249314308 21.313489675521851 19.213123120367527 21.330023035407066 19.61431422829628 15.966207757592199 26.545252963900566 22.006009846925735 738.28546425327659 22.477507531642914 28.67369170486927 18.783389218151569 475.08593845739961 37.03716853260994 827.26929033175111 25.520588234066963 259.09864903986454
leaf_count=73 85 53 63 80 97 67 57 67 61 52 84 68 2375 73 91 63 1500 112 2703 77 862
internal_value=-4.51112e-06 0.00311634 0.0102538 0.00412589 -0.00141145 -0.00679001 0.00153064 -0.00018967 -0.00495887 -0.000912521 -0.00597903 -0.0115655 2.42766e-05 0.00817282 -0.000122116 0.00116971 -0.00110942 -0.0142346 -0.000442306 0.0217159 0.00024995
internal_weight=2715.04 150.46 58.7794 42.6159 91.6802 61.9566 40.6431 2564.58 111.016 84.1318 68.1656 48.5513 2453.56 43.8075 2409.75 1041.69 1368.07 65.7109 1302.36 44.304 997.384
internal_count=8763 490 196 143 294 197 130 8273 350 265 213 152 7923 140 7783 3377 4406 203 4203 140 3237
is_linear=0
shrinkage=0.05


Tree=630
num_leaves=21
num_cat=0
split_feature=19 42 1 1 24 31 31 31 1 16 29 29 0 0 28 0 5 44 26 20
split_gain=0.7276 2.68841 2.08652 2.92974 2.90571 2.57453 4.4275 3.87048 3.3068 4.04172 2.29518 2.00247 1.85387 2.31165 3.31358 2.16244 1.63556 2.56499 1.42679 1.0393
threshold=0.99473027444492101 0.9136086747752824 0.084640416540228927 0.10327905299559623 0.021774850304800801 0.0021343095469531972 0.00087598003003121455 -0.0012984091780149489 0.040739504620064683 0.041446176229919696 0.015788701891761962 0.029334262510806289 0.89898160110639858 0.76846598629777729 0.064036037562327397 0.70287434722967823 0.09489100812327006 0.25881904510252057 0.019950881368627844 -0.40543688397843186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 19 5 6 7 -2 -7 -10 18 12 13 15 -15 -1 17 -5 -6 -4
right_child=2 -3 3 16 10 8 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.00027235190410407096 0.015080104392805639 -0.020376480846121023 0.029493211058199454 -0.018451330832838026 -0.0052896770611777716 -0.0171275911910987 0.026139261113659464 -0.0099467030250213074 0.01673916925653848 -0.012056185109398071 0.0031308380795650632 -0.015771115611343957 0.016312844738728252 -0.0094386020528200616 0.010097433577750052 0.0049797108427453128 0.012722024147878729 0.0097446850622397024 -0.02352606847606999 0.012009100454480136
leaf_weight=1893.8067973516881 28.974989511072636 16.494424760341644 15.21418523788452 18.131049424409866 20.33695163577795 27.615639850497246 26.798900067806244 32.737900078296661 28.425948612391949 21.018532499670982 25.406143307685852 20.298356963321567 17.110396511852741 126.98265771567822 25.857642114162445 218.385782584548 18.235406428575516 14.138639859855173 24.977682612836361 23.199730031192303
leaf_count=6262 98 59 48 71 67 88 82 110 90 71 89 97 60 412 87 690 70 51 85 76
internal_value=-8.42443e-06 -0.000320944 0.00220405 0.0087296 -0.000233072 0.0033689 0.00919677 0.0017282 -0.00326348 0.0043979 -0.00872948 -0.000174218 -3.26169e-05 -0.000159015 -0.00609635 0.000268517 0.000704028 -0.00595112 -0.0154814 0.0191223
internal_weight=2644.15 2318.94 325.212 88.919 236.293 165.572 88.5118 61.7129 77.0601 49.4445 70.7208 2302.44 2282.14 2265.03 152.84 2112.19 50.5051 32.2697 45.3146 38.4139
internal_count=8763 7667 1096 316 780 539 290 208 249 161 241 7608 7511 7451 499 6952 192 122 152 124
is_linear=0
shrinkage=0.05


Tree=631
num_leaves=24
num_cat=0
split_feature=35 28 28 15 24 34 33 33 31 28 7 26 2 4 2 19 19 22 19 30 41 20 30
split_gain=0.596618 1.76698 1.32562 1.05205 0.867276 2.0705 2.81038 2.72911 2.40087 2.83622 1.95509 2.29805 1.25481 2.96142 2.08681 3.35792 1.67155 1.1916 2.55361 0.861868 0.541675 0.204637 0.013329
threshold=-0.027390255266718896 -0.022894645946220631 -0.043322990801489554 -0.16100831531085233 -0.0065070282297896463 -0.0051126620219204546 0.016883699839500287 0.019737752530796394 -0.0048598504859463524 -0.0011624320125431865 23.686598695022223 -0.0013088116295518748 0.27079744910878517 0.15550128973522606 0.33200529274671281 0.11714887760257651 0.087552404860099062 0.2122420017037889 0.075727906380397267 -0.011148355448712002 0.0038503276265878916 0.44511781961990554 -0.0082008308029125933
decision_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 -1 5 7 8 -2 19 -10 11 17 13 -12 15 -14 -16 18 -6 -7 -8 -22 -15
right_child=4 -3 -4 -5 10 6 20 -9 9 -11 12 -13 14 22 16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=-0.031003919470578026 -0.0016276675254182594 -0.033733479137805798 0.034724401164851149 0.018459688216455581 -0.033143230364994627 0.012344296584520265 -0.034591056894134525 0.0607506435642724 -0.018638633699295252 0.020404866076237659 0.020905017904024287 0.026031097621574378 -0.012522335990946898 -0.020132757481621629 0.016189817750554832 0.026116069660419967 -0.00033064079967036383 -0.034687559810542036 0.013512489732361436 0.044168592956228658 0.00071374041157552305 -0.017395099984941261 -0.034933100479605565
leaf_weight=2.5686943014152348 2.9749084850773206 4.9069287441670877 2.3722226601094007 1.5872695110738275 5.6337699815630966 4.6214337609708309 4.2505143657326681 3.6866049063391984 9.8608397208154202 8.6198210772126949 3.7357502831146112 2.858231176622211 7.8192982859909561 2.8100954703986636 15.548322169110177 18.342690412886441 709.29756261780858 8.7082355809397978 5.7416895208880305 5.2444818699732405 2.2589826583862305 2.8521565743722022 6.0946942502632728
leaf_count=104 70 109 34 33 161 73 81 45 116 61 53 34 100 59 138 171 6859 132 82 46 39 61 102
internal_value=4.59078e-05 -0.0112394 0.00516777 -0.0109478 0.000208559 0.00700447 0.00228662 0.0325421 0.0102512 -0.000146909 -0.000169268 -0.0145227 0.000257242 -0.0152899 0.000527581 0.0143737 1.90189e-05 -0.0206422 -0.00924581 0.0300365 -0.0211547 -0.0085719 -0.0310932
internal_weight=842.395 11.4351 6.52819 4.15596 830.96 44.3697 37.7082 6.66151 28.3466 18.4807 786.59 22.9419 763.648 12.6405 751.008 26.162 724.846 20.0837 11.3755 9.86592 9.36165 5.11114 8.90479
internal_count=8763 280 171 137 8483 592 477 115 296 177 7891 409 7482 214 7268 271 6997 375 243 119 181 100 161
is_linear=0
shrinkage=0.05


Tree=632
num_leaves=29
num_cat=0
split_feature=35 3 12 16 3 38 39 29 21 44 37 1 39 37 44 1 12 32 39 39 4 19 32 41 35 5 1 41
split_gain=0.65693 2.04174 3.91855 3.25796 3.13621 6.25897 5.79947 2.83134 3.58481 2.75503 2.37988 2.26281 2.67305 1.87584 3.01196 1.31734 1.86561 1.79138 2.42236 3.17728 3.15518 4.44726 2.51813 2.15916 1.76863 1.19532 2.08352 1.45198
threshold=0.0095766070353945371 0.049190334407441819 0.037516531510433743 0.024129209590675722 0.063749442269050619 0.010077846828855931 0.0062771364783679737 0.0037191376338130415 0.0023255944580693635 0.1294095225512602 0.0060182133789973289 0.048090608767043318 0.0082998538929736753 0.018590061442775089 -0.70710678118654757 0.14273060193474266 0.066550754139052828 -0.0069012660328533239 0.0099226339083083107 0.0076509549747177776 0.17662065971654112 0.54540714759692877 0.0035880666413486439 7.2174832749260042e-05 -0.027390255266718896 0.11943331422221885 0.20700276483100497 0.0073433206379988044
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 -2 5 10 9 -7 -9 -6 -3 -8 -13 -5 -15 17 -17 -1 19 23 24 -22 -21 -19 -20 27 -27 -18
right_child=1 4 -4 13 6 7 11 8 -10 -11 -12 12 -14 14 -16 16 25 18 20 22 21 -23 -24 -25 -26 26 -28 -29
leaf_value=0.015748283107626822 -0.015536155596072033 -0.013816326601293203 0.020886670208515083 0.015760747006457573 0.029780697545137014 0.017653540920997277 0.013795436639136672 -0.013412232221453194 0.0091511732587300776 0.0026176967748413223 -0.038364927243624634 -0.015464038915555848 -0.0016896824253018229 0.015435916694600781 -0.014618472549242287 0.019108705459457438 -0.00020042391477603593 0.015194913067795947 -0.0051840822156797063 0.0043539540886929889 0.0043241925985522704 -0.010281411949921082 0.023832817241274361 -0.00047013411642332284 -0.026427432801135659 -0.013020372565183229 0.0073497989738817715 0.022812633356936118
leaf_weight=18.04627949744463 26.27167834341526 21.88882402330637 27.070800870656967 25.633934028446674 21.310554400086403 14.7992657572031 18.005847923457623 53.931614205241203 25.76396881788969 17.358109310269356 19.649097084999084 44.585745215415955 171.92319154366851 14.104456529021261 19.946950703859329 21.347249031066895 13.53897397965193 22.205137103796005 18.185363128781319 242.07193921506405 117.49958703666925 93.187956281006336 17.89561228454113 1541.3344044610858 23.191582888364792 23.55604949593544 26.410259164869785 12.952234752476214
leaf_count=67 82 69 86 77 72 45 55 167 87 61 59 146 610 48 70 97 52 71 59 767 399 304 60 4833 76 96 96 52
internal_value=-4.20115e-06 -0.00159944 0.00432769 -0.000847409 -0.00324942 -0.00944998 -0.000141199 -0.00227258 -0.00605295 0.0177546 -0.0256131 -0.00311962 -0.00455515 0.00554967 -0.00201447 0.000373738 0.00604348 0.000106208 -2.81368e-05 0.00060459 -0.00462372 -0.00211402 0.00572271 -0.000243506 -0.0172464 0.00231012 -0.00216044 0.0109067
internal_weight=2713.67 522.244 113.028 85.957 409.216 136.033 273.183 94.4948 79.6956 38.6687 41.5379 234.515 216.509 59.6853 34.0514 2191.42 97.8048 2093.62 2075.57 1823.51 252.064 210.688 259.968 1563.54 41.3769 76.4575 49.9663 26.4912
internal_count=8763 1734 363 277 1371 427 944 299 254 133 128 811 756 195 118 7029 393 6636 6569 5731 838 703 827 4904 135 296 192 104
is_linear=0
shrinkage=0.05


Tree=633
num_leaves=17
num_cat=0
split_feature=20 39 43 12 5 33 1 14 14 0 25 33 24 42 38 27
split_gain=0.681086 2.17179 2.18873 2.42476 2.88634 1.47092 2.01404 1.1845 3.51496 2.05274 1.27843 2.16528 1.94102 2.61391 1.27142 0.933322
threshold=4.7764982782858256 0.0035111092375820483 0.60355339059327384 0.050367003410966817 0.088089165009911624 0.011232865026350364 0.061010650297386476 2.8985173673498852 3.0709694493388593 1.0266284208386991 0.018192555033141138 0.01340201799033231 0.024997548943318879 0.9199391054260192 0.031100848612983904 0.024783260056310503
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 5 -5 6 -3 9 -9 10 12 -12 14 -14 -1 -13
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 11 15 13 -15 -16 -17
leaf_value=-0.00053085135787373503 0.021372837651991255 -0.0093805967649225157 -0.015389982697669918 0.028976767023066587 -0.00024746571897924294 -0.015045009341902929 0.016504973984941572 0.023932026148108344 -0.0051608493901782303 -0.017745949748245358 0.025797483442201247 -0.0092930215370678262 -0.0029204400700727413 -0.022542107388821831 0.002761655717295624 0.0098206701048231381
leaf_weight=1986.4521529637277 15.135477453470228 14.592288106679918 16.628853321075439 17.170218668878078 15.882211722433565 16.092200353741646 15.060453742742537 19.073237597942352 22.121591232717037 16.696391873061657 12.54798444546759 12.408099960535766 84.130248192697763 21.459785498678684 343.82194599881768 12.910257227718828
leaf_count=6525 52 50 62 56 55 49 50 62 80 62 54 48 307 75 1122 54
internal_value=-1.11279e-05 0.00382641 0.000971586 0.00450292 0.0148249 -0.00286207 0.00360977 -0.000180842 0.00821343 -0.000322025 -0.000201689 0.00889782 -0.000345556 -0.00697315 -4.28128e-05 0.000256956
internal_weight=2642.18 110.562 95.4262 78.7974 33.0524 45.7449 29.6527 2531.62 41.1948 2490.43 2473.73 37.8663 2435.86 105.59 2330.27 25.3184
internal_count=8763 374 322 260 111 149 100 8389 142 8247 8185 156 8029 382 7647 102
is_linear=0
shrinkage=0.05


Tree=634
num_leaves=31
num_cat=0
split_feature=30 27 21 31 18 7 36 33 40 0 44 29 12 28 30 30 40 30 32 7 7 15 1 42 28 37 1 15 15 32
split_gain=0.600868 3.56985 6.13457 2.83748 3.18129 3.8333 3.36368 2.61977 7.56193 4.82049 4.37078 5.69892 3.94097 3.08708 3.25225 2.39847 2.38702 1.87271 1.8559 2.95866 4.60441 8.23311 3.63166 3.5671 3.00933 2.95012 2.84713 2.45049 3.06366 2.31407
threshold=-0.00023237943725830336 -0.0011403895723423819 -0.017765756320538586 -0.001504552158660167 0.2014611078702864 23.686598695022223 0.0087488736429577347 0.0094352921729205022 0.0072187172026142426 0.72878506725940462 -0.37940952255126015 0.00023770163618297427 0.045581420789522806 0.0008764386766816751 -0.0035957759693749885 -0.0015185411487256756 0.0058909873820262174 -0.0010975673497652153 -0.0013053704280735861 62.708961255095126 75.409521197435581 0.79392040525038399 0.10446618868364495 0.71112471100231278 0.045904068984946082 -0.010533677881803203 0.039269951377877053 0.21109595190769517 0.29257063942624284 -0.00031483548543204983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 -5 -6 9 13 10 11 -1 -10 -9 -15 -7 -12 -14 25 23 22 -22 -21 24 -20 26 -3 -27 -29 -25
right_child=1 18 -4 4 6 15 -8 8 12 -11 16 -13 17 14 -16 -17 -18 -19 19 20 21 -23 -24 29 -26 27 -28 28 -30 -31
leaf_value=0.0055329502563716644 0.046798370574140491 0.026741683010375585 -0.011389056020324704 -0.02132095368457497 -0.025314884024874668 -0.0029588169393977536 0.012673403619578813 -0.031810778576613491 0.033685580029760284 -0.029643823953625123 0.0074960161147156427 0.046800884204743209 -0.00089123784602322643 0.02866042349299713 -0.022701837585677759 0.035216944141168188 -0.019580073365030041 0.033382275377621437 0.0016290489684245284 -0.012716016451887186 0.060849827484855859 0.0013896596835078227 0.020135473672907113 0.045992655989360129 0.027501373267191927 -0.029941972459857882 -0.0049080535217081913 0.022428154773914959 -0.014221976011832638 0.011257020238489948
leaf_weight=18.294593930710107 10.783987467642875 10.265295818448065 7.5073982714675358 9.8153311465866881 35.578093404881656 7.1029527722857919 6.7116990247741333 26.319540192838758 9.7610688032582384 7.6998803317546836 35.401327724568546 15.867600280791519 95.422168474178761 5.1207669926807284 7.3918420653790218 8.9570323321968299 10.43339082598686 4.0543984612449995 117.27329135127366 94.777528370264918 5.9294060841202727 177.59371780371293 9.0325713232159597 8.8496141750365513 12.408340772613881 16.61341760866344 22.012188807595521 7.1181726325303307 26.087579854298383 11.608708920888601
leaf_count=165 75 92 94 168 408 105 59 381 74 71 271 79 1372 53 72 94 72 43 905 970 52 1854 134 70 96 185 227 62 348 112
internal_value=5.01552e-05 0.00106004 0.0227124 -0.00172033 -0.0107026 0.00293527 -0.0191522 0.000858878 -0.00317304 0.0077193 0.0114105 0.0249276 0.00352784 -0.0221122 -0.0012249 0.0181095 0.00119461 0.000487568 0.000283926 0.00158801 -0.0013699 0.00337007 -0.00979285 0.00727919 0.0041624 -0.00659788 0.00505467 -0.0142427 -0.00617157 0.0266764
internal_weight=841.793 537.861 18.2914 303.932 68.1651 25.8753 42.2898 235.767 148.07 87.6968 79.9969 34.1622 109.238 38.8321 12.5126 16.06 45.8347 99.4766 519.57 437.473 287.333 183.523 103.81 150.14 129.682 82.0967 32.2775 49.8192 33.2058 20.4583
internal_count=8763 5276 169 3487 834 367 467 2653 1995 658 587 244 1489 506 125 199 343 1415 5107 4193 3010 1906 1104 1183 1001 914 319 595 410 182
is_linear=0
shrinkage=0.05


Tree=635
num_leaves=15
num_cat=0
split_feature=25 16 25 7 28 40 28 19 10 40 33 28 21 26
split_gain=0.64721 2.5116 1.58573 1.37196 1.17131 5.28204 2.95193 5.12682 3.4621 2.46842 2.24716 1.4246 5.43417 1.30245
threshold=0.017308479585084698 0.088432700052541433 0.015784963283028548 88.28217063156896 0.089524485080739832 0.0098486937599504155 0.072382595847080969 0.47625204489665701 71.782303581613306 0.012920261299514143 0.017740607125124441 0.048356399128317816 -0.021214719797222097 0.0091068084027658494
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 6 -6 11 -8 -9 10 -7 13 -13 -1
right_child=1 3 -4 -5 5 9 7 8 -10 -11 -12 12 -14 -15
leaf_value=-0.00023924768420982464 -0.016022936396709542 0.013784137130921423 0.014017080331662032 -0.0057710410444139562 -0.026731908223867132 -0.0043220526438915016 -0.020609387904914366 0.017383594522518687 -0.0061985370413703503 -0.013273829247408593 0.021033350115458427 0.0058402839783069736 -0.009916080762778029 0.0033971570389000161
leaf_weight=1934.2876627407968 28.50635738670826 17.549441155046225 20.25550165772438 17.737658962607384 21.916278049349785 14.926540978252886 13.193579524755476 74.299083292484283 19.267496019601822 16.538419470191002 19.991366520524025 87.988830551505089 143.31593742966652 281.83493445441127
leaf_count=6208 94 77 68 67 71 50 44 235 70 63 68 271 445 932
internal_value=-2.88454e-06 -0.00497731 0.000115259 0.00382457 5.65927e-06 -0.00621659 0.000186596 0.0083221 0.0124727 0.00245921 0.0100704 -0.000166568 -0.00390078 0.000221088
internal_weight=2711.61 63.7935 2647.82 35.2871 2627.56 73.3726 2554.19 106.76 93.5666 51.4563 34.9179 2447.43 231.305 2216.12
internal_count=8763 238 8525 144 8457 252 8205 349 305 181 118 7856 716 7140
is_linear=0
shrinkage=0.05


Tree=636
num_leaves=31
num_cat=0
split_feature=31 12 12 33 31 37 1 43 33 33 30 1 42 8 30 5 33 42 35 42 21 1 43 1 1 21 17 11 30 14
split_gain=0.682223 3.26152 4.2487 3.26881 6.09689 4.28107 3.74878 8.13276 8.01714 6.50496 4.9267 2.97709 2.57965 2.33874 2.10268 3.86042 6.64814 4.24824 3.63106 2.77634 2.2111 4.79921 2.35789 1.65038 6.72054 8.85897 5.25917 4.6422 4.47255 6.11981
threshold=0.0049437858204594348 0.035629592936382452 0.027819164263620601 0.01107535731037341 0.010481243312851527 -0.003790796539410723 0.055203560424001791 -0.25881904510252113 0.012650336324973815 0.011793094506662506 0.0046578861632660222 0.068710027264750687 0.54060217560217583 66.274983249606137 0.0031222472627941097 0.064887372852385328 0.010491872722609373 0.56222962617486871 -0.0030743966290932563 0.76536574747957176 -0.016472983876306631 0.049457999003401545 -0.5 0.051780795791577149 0.036054277710441264 -0.012339080127538699 0.90602236119374768 0.46569367436564041 -0.0061595546174937231 0.18539613353088438
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 4 5 -3 7 -5 -9 13 -11 -4 -7 -8 23 16 17 -16 -19 -17 21 -18 -22 24 -1 26 -26 -27 -25 -30
right_child=1 3 11 6 -6 12 9 8 -10 10 -12 -13 -14 -15 15 19 20 18 -20 -21 22 -23 -24 28 25 27 -28 -29 29 -31
leaf_value=0.0017199251386060975 0.014219407493819145 0.017999240679358135 -0.022750069523544404 0.027573871626926628 0.025433589848608096 -0.023251919556790384 -0.03642581160581692 0.017866180783494723 -0.015953386357756772 -0.02535439944407733 -0.00081507484470356691 -0.0023725962182612769 -0.00027218725946087836 -0.010259084001718516 0.025872016146829008 -0.029717311958622195 0.01052004379614092 -0.024335871298220426 0.0001238875472434107 0.00073154698731133785 0.019958212358083677 0.039373371071525415 -0.0029591110972186779 -0.0021130172713546805 -0.016913402244339206 0.010493581738441593 0.00041501514672658327 -0.0085815998223483028 0.032603269536265626 0.0044522086903037708
leaf_weight=622.3190755918622 14.753295570611952 29.86221981048584 46.782553017139435 31.612608402967453 32.441489040851593 14.073482125997542 19.241134479641914 28.61573800444603 44.708806410431862 21.62487731128931 360.76966928131878 30.007509931921959 91.744046434760094 16.670357942581177 14.100743085145949 13.096443317830564 36.483530014753342 17.114938303828239 124.62313831597567 16.57778912037611 20.266318395733833 24.580115363001823 24.261687606573105 312.03635946288705 177.48698924481869 85.267329826951027 57.368303522467613 50.592740893363953 20.993873327970505 240.93872258812189
leaf_count=2020 46 90 168 96 99 44 62 88 134 90 1231 96 284 56 43 45 107 52 405 63 59 77 74 1219 581 258 183 158 66 769
internal_value=-9.6547e-06 -0.00124944 -0.0101132 -6.72625e-05 0.00598845 0.00128692 -0.00202333 0.00640371 -0.00268046 -0.00415033 -0.00222214 -0.0148656 -0.00339471 -0.0244801 0.000510072 0.00441249 0.00636598 -0.00016729 -0.00280946 -0.0125935 0.0160465 0.0222616 0.00738071 -0.000211931 -0.0014484 -0.00677956 -0.0126609 0.00335234 0.00191847 0.00673918
internal_weight=2641.02 782.908 91.5434 691.364 168.121 135.68 523.243 104.937 73.3245 418.306 382.395 76.7901 105.818 35.9115 1858.11 291.105 261.43 155.839 141.738 29.6742 105.592 61.0636 44.528 1567 993.034 370.715 234.855 135.86 573.969 261.933
internal_count=8763 2584 310 2274 517 418 1757 318 222 1439 1321 264 328 118 6179 925 817 500 457 108 317 184 133 5254 3200 1180 764 416 2054 835
is_linear=0
shrinkage=0.05


Tree=637
num_leaves=18
num_cat=0
split_feature=39 43 39 10 10 10 2 39 17 34 19 20 20 40 1 4 24
split_gain=0.608464 5.14924 1.32661 4.04856 4.63734 0.782013 3.24571 2.26876 3.00968 1.52687 1.38921 1.24919 1.98188 1.36105 1.20973 0.656066 0.315404
threshold=0.0014644093830212112 -0.5 0.0019043132611811658 54.172169627129271 47.716515365353217 31.550477150746044 0.1883536418531889 0.0098462721701445648 -2.1532872387602624 -0.0088711193879953392 0.22044878288546865 -26.062426785557836 -4.9167205602467989 0.0088760783100779953 0.10045602925350788 0.18522635782304056 0.0017107426781655555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 7 8 -4 -9 15 -7 13 -13 -14 -8 -3
right_child=2 16 5 -5 -6 11 10 9 -10 -11 -12 12 14 -15 -16 -17 -18
leaf_value=0.014950183239787787 0.0013095611396139251 -0.018664083693851523 -0.022025457709795249 -0.0089267880009510411 0.056245529472279343 0.022516920120951731 -0.0018550210012054373 0.0071059078014411138 0.026704910495873618 -0.033128135386441861 0.0014112886770977174 -0.034401533268411257 -0.0002141154484757585 0.002445216919027405 0.0068478613148480715 -0.030082614368526352 -0.037999782118857156
leaf_weight=12.376925904303791 8.1870603598654288 5.4934981698170287 3.8740440607070949 13.608705213293431 7.4810848888009778 6.1818255428224793 2.8259438206441763 4.0766736967489123 14.24311975669116 4.9242744008079153 5.6572099579498163 6.8366306731477362 652.27404917404056 3.5263599185273051 66.650611847871915 15.623162786941974 7.0891211368143559
leaf_count=59 70 47 110 96 44 49 69 117 142 132 76 97 6260 55 1027 244 69
internal_value=4.32427e-05 -0.00762385 0.000284802 0.0107186 0.0280473 -9.84517e-05 -0.00607042 0.00564829 0.0159466 -0.0144782 -0.0194287 0.000311459 0.000113317 -0.0214818 0.000434499 -0.0260617 -0.0301659
internal_weight=840.93 24.9595 815.971 29.2769 15.6681 786.694 51.2244 27.1181 18.1172 9.00095 24.1063 735.469 729.288 10.363 718.925 18.4491 12.5826
internal_count=8763 175 8588 210 114 8378 890 501 252 249 389 7488 7439 152 7287 313 116
is_linear=0
shrinkage=0.05


Tree=638
num_leaves=31
num_cat=0
split_feature=35 28 16 1 8 28 37 34 28 35 43 1 21 10 1 10 1 2 13 14 28 21 31 21 10 26 20 16 37 19
split_gain=0.639907 3.13189 3.02092 2.31608 2.22796 2.16727 4.99217 3.48142 1.77305 4.59369 2.9167 4.76399 8.27191 6.91584 3.25389 5.77087 4.2354 2.72403 7.30935 4.46387 1.71878 3.32409 2.88243 5.06848 2.54889 4.30029 3.36298 3.06167 2.22341 1.74258
threshold=-0.0065857029544268966 0.0031661553528008028 0.019743125439713616 0.035516335163636871 -104.62236596834869 0.019150520583218349 -0.028595777368681127 -0.00078677336652688268 0.031603433994210263 -0.0050934269848764138 0.37940952255126054 0.059009362494349044 -0.020769010554556377 37.452394017168068 0.057144964058190167 47.519798192833299 0.071605169542729538 0.50681142322993611 -0.12175600915042541 0.42220808656236858 -0.03395997275614681 -0.018795796499877959 -0.0051373588418890887 -0.014787738102025794 23.607026570152119 -0.014440088494243528 -0.77296807632327347 0.060539497982745931 -0.010533677881803203 0.18085901472505936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 -3 -4 -2 7 -7 -5 10 -10 14 13 -13 -12 15 -6 -16 19 -19 -11 24 28 -23 -24 26 27 -1 -26 -22 -27
right_child=4 2 3 5 8 6 -8 -9 9 17 11 12 -14 -15 16 -17 -18 18 -20 -21 21 22 23 -25 25 29 -28 -29 -30 -31
leaf_value=0.0079043465080155945 -0.012624233466080487 -0.011188826832225962 0.019202463739699461 0.020128511227893491 0.0075875880894887317 0.035184818065552285 -0.00031143485222931595 -0.0057953150210742245 -0.022517787888597318 0.031718388394532081 -0.021135753440587116 -0.0042386299816284173 0.022336519208518098 0.0031407694833573336 -0.013291806181533923 -0.0024799155402486302 -0.00064604261124160192 -0.029650558346218926 -0.0013192594387139694 0.00019426704919780398 -0.030819380075710952 -0.01905796360691946 0.024490296266829359 -0.0031469345172836561 0.026073071253069929 -0.021172069536885718 -0.022492752216054054 0.0039536635894135263 -0.0068190038238693743 0.00071271475465837478
leaf_weight=15.861782252788542 36.635453194379807 25.226550936698914 33.239968836307526 45.861546918749809 223.05014434084296 10.468266449868677 154.0053904466331 17.609554469585419 26.949013456702232 15.54165707528591 31.963233083486557 46.434687972068787 77.769990161061287 342.46011865884066 104.70549374073744 392.11901357397437 182.29745334386826 23.666331842541695 559.20748407021165 40.971503928303719 18.21023827791214 19.983931332826614 19.759102463722229 99.988300338387489 29.427613161504269 13.525215692818163 20.581081919372082 34.702526770532131 21.998539417982101 26.112278901040554
leaf_count=57 120 78 99 141 685 42 488 54 84 47 97 169 291 1100 326 1238 650 73 1796 127 56 64 59 305 102 47 74 129 67 98
internal_value=-2.16544e-06 0.00142664 0.00522907 0.00683761 -0.000416545 0.00500496 0.00193742 0.0128597 -0.000197172 -0.0023221 0.000810146 0.00388052 0.0123656 0.00104993 -0.000881541 0.00116291 -0.00527996 -0.00145969 -0.00248306 0.00899273 -0.00196003 -0.00520092 -0.00151164 0.0013883 0.0021643 0.0061875 -0.00914014 0.0142063 -0.0178621 -0.00666353
internal_weight=2710.33 606.562 286.411 261.185 2103.77 227.945 164.474 63.4711 2067.14 666.336 1400.8 498.628 124.205 374.423 902.172 615.169 287.003 639.387 582.874 56.5132 320.151 179.94 139.731 119.747 140.21 103.768 36.4429 64.1301 40.2088 39.6375
internal_count=8763 1960 902 824 6803 725 530 195 6683 2127 4556 1657 460 1197 2899 1923 976 2043 1869 174 1058 551 428 364 507 376 131 231 123 145
is_linear=0
shrinkage=0.05


Tree=639
num_leaves=31
num_cat=0
split_feature=21 39 16 25 3 40 31 26 1 28 5 21 3 5 7 27 21 28 21 5 16 21 2 39 40 40 12 14 40 12
split_gain=0.669165 3.31856 5.79218 7.27248 4.37069 6.26385 5.40851 5.61736 5.47403 4.12049 4.03365 3.94633 7.1492 7.50597 6.81341 6.99282 3.60038 3.59594 2.92798 2.71607 5.36685 4.1319 2.04064 1.99647 4.64015 7.33767 6.73496 6.17438 5.77201 3.59171
threshold=-0.019870122108608956 0.0067967146606308813 0.024748396467124321 -0.016204771969990182 0.053484194383689558 0.0070565813039352972 -0.0071693456747722898 -0.01091619527543034 0.11011274044441978 0.014358122507676154 0.033426913440624637 -0.022228218166613387 0.055668833795743763 0.029929125988054219 40.673163418290947 0.0022180114208521636 -0.024699720483271088 0.0086010771507779252 -0.018560309587749912 0.038643697837427611 0.025593274798571354 -0.019171047732634675 0.47118916578310793 0.0068389345218458934 0.0058028243254015528 0.0071893298592540511 0.041109313228606684 1.3472821430384523 0.0081842497927603324 0.03919518864539364
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 -3 9 8 -8 -7 -6 -5 12 16 -14 -13 -16 -1 -12 19 20 22 -21 -2 24 26 27 29 -26 -27 -20
right_child=18 4 3 10 5 6 7 -9 -10 -11 17 14 13 -15 15 -17 -18 -19 23 21 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.039879565131939729 0.024523356246812952 0.025629230683440647 0.02198940204491176 -0.030999094763452258 0 -0.018768494716066255 -0.011693544022651263 0.0086584227835123651 0.0051265429828398429 -0.033959302577477909 0.0013066488527888464 -0.034927345038538747 -0.025931295519296134 0.011155201189282565 0.017870043299022722 -0.02052561930768872 0.01088078086464246 -0.0166323668066506 -0.00096846098933528945 0.0023482709863701084 -0.022057879167983397 0.032446785008588275 0.0025431746837068282 -0.0023481264325435867 0.01603125628531454 -0.012443140676530042 -0.022346201496450106 -0.0024240125439676861 0.0053083318159303124 0.014829963837744245
leaf_weight=17.920735165476799 16.631686523556709 18.06686569750309 14.601437561213968 30.687966823577881 15.976653903722761 52.065830409526825 38.960011661052704 249.28983020782471 43.810258261859417 20.517064213752747 41.384091198444366 17.160970166325569 23.236922867596149 32.573591217398643 27.988029524683952 20.390627354383469 28.309318900108337 82.725440204143524 657.60294197499752 23.048215463757515 17.231043808162212 23.273356601595879 30.342043876647949 595.67535924911499 174.90718761086464 77.396412722766399 35.689249083399773 60.524188622832298 111.47405540198088 37.953280553221703
leaf_count=53 50 54 47 101 53 209 139 819 171 62 146 58 81 102 90 62 86 257 2167 72 58 76 94 2048 513 277 105 189 412 112
internal_value=-1.07951e-05 -0.00124643 -0.00498082 -0.0115016 0.00161125 0.000561878 0.00245586 0.0058872 -0.00780368 -0.0191895 -0.0147051 0.00158379 0.00775498 -0.00421524 -0.00794533 0.00157495 0.0222917 -0.0106141 0.000501364 0.0083904 0.00163985 0.0176157 0.0104673 1.5081e-07 0.00121509 0.00537605 -0.00119285 0.0112666 -0.00194224 -9.72188e-05
internal_weight=2637.41 775.666 336.979 169.399 438.687 420.62 384.126 288.25 95.8761 36.4937 154.797 167.58 102.041 55.8105 65.5396 48.3787 46.2301 124.11 1861.75 110.526 64.2048 46.3216 46.9737 1751.22 1155.55 424.302 731.245 235.431 188.87 695.556
internal_count=8763 2590 1083 551 1507 1453 1338 958 380 115 504 532 322 183 210 152 139 403 6173 350 202 148 144 5823 3775 1391 2384 702 689 2279
is_linear=0
shrinkage=0.05


Tree=640
num_leaves=18
num_cat=0
split_feature=36 28 40 31 31 8 31 40 42 19 12 36 31 44 34 11 8
split_gain=0.61471 1.21967 1.13819 1.48997 2.50347 4.93031 2.08935 1.50187 1.20864 2.75248 2.05843 1.45154 0.893768 0.832419 0.700396 0.332599 0.0780082
threshold=0.041761614254690278 -0.12749928364775812 0.012920261299514143 -0.0095124856040900204 -0.014233314597565402 21.501281552564219 -0.0088281796337112989 0.0096242493020212028 0.34060472693815597 0.29324083583667682 0.089100023181559296 -0.002986009216082663 -0.010521946942384989 0.60355339059327384 0.019022457733791635 -0.099337798314675846 -53.317918214124994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 4 5 -3 -5 -8 10 16 -4 -11 -6 14 -2 -1 -10
right_child=13 2 8 6 12 -7 7 -9 9 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0 -0.032931148388392839 -0.019554072330273467 0.039730079890570383 0.027637125548236819 -0.034113172667710905 0.056229451158948868 0.00078676911739812496 -0.0069611149841563641 -0.015314496918525933 -0.0094740980988776945 -0.0030913313557486091 0.018207844243620999 -0.0091546325692220386 0.0099707346140438594 0 -0.032259107609879455 -0.033711823241356541
leaf_weight=1.4183032792061565 4.5768000809475762 5.4798136651515978 6.744930253364144 6.8422460742294779 9.1993630421347934 3.3494821805506945 684.42451025079936 68.721715591382235 2.7165807415731251 6.1321302140131619 4.3885516682639718 17.592186179477721 7.0807939609512678 2.5693161813542247 2.1435704552568495 3.5598347140476099 3.3215769482776549
leaf_count=40 113 116 58 61 195 22 6264 1048 56 110 84 248 91 45 46 115 51
internal_value=5.24583e-05 0.000202107 0.000358218 -5.95561e-05 -0.0120238 0.00894297 0.000330686 7.23361e-05 0.00848095 0.00300078 0.0225285 0.0108332 -0.0236853 -0.0126609 -0.0220657 -0.0242128 -0.0266337
internal_weight=840.262 830.972 825.994 785.098 25.1095 8.8293 759.988 753.146 40.896 29.7625 11.1335 23.7243 16.2802 9.28969 6.72037 4.97814 6.03816
internal_count=8763 8559 8404 7797 424 138 7373 7312 607 465 142 358 286 204 159 155 107
is_linear=0
shrinkage=0.05


Tree=641
num_leaves=31
num_cat=0
split_feature=21 39 5 7 3 40 2 22 22 19 24 15 39 39 12 39 43 5 20 39 7 15 0 40 0 6 30 1 12 30
split_gain=0.634148 4.20728 4.14313 5.58639 3.54328 5.05266 3.69302 6.10616 3.23338 2.93714 2.5209 2.34665 2.1723 4.36399 2.67553 2.44833 3.43161 3.39781 3.54246 3.09746 2.38547 4.48085 6.43001 3.19184 2.54854 3.74981 3.34302 2.17722 3.36342 2.09145
threshold=-0.019870122108608956 0.0062771364783679737 0.053858122009461232 32.880630953353766 0.053484194383689558 0.0070835582703109882 0.45810085600476552 0.47028596881887291 0.29572319391050733 0.40826288671291339 -0.00018728438172981686 0.34115062164482862 0.006756061488158817 0.0065248148202516213 0.04260780586068081 0.0099226339083083107 0.91597561503675362 0.083420245037824733 0.47677046658667627 0.010400505824999504 75.087036661212622 0.90948564815656885 0.75395746836784372 0.0058028243254015528 0.91284786275844643 91.13999296085899 -0.0035957759693749885 0.046809198521736851 0.048401640136928333 0.0017573458503117876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -3 29 11 -8 -5 -10 -1 -7 13 20 -15 16 17 18 -14 -17 21 23 -23 -2 26 -26 -22 -21 -29 -6
right_child=12 4 -4 8 5 6 7 -9 9 -11 -12 -13 15 14 -16 19 -18 -19 -20 27 24 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.008417305510545682 0.0013797233453297479 -0.020320629357663818 0.024124614704131034 -0.01440127464480921 0.0034051618116093469 0.0069342537902645218 -0.022712435376259672 -0.0025867696978320192 0.017640325516253354 0.0010156956925284411 0.036652995705502331 -0.0089500954756896508 -0.00040232277671517648 -0.0061824397883383057 -0.02925923942504545 -0.016917726893519558 0.020897881407554945 -0.012555414733638654 0.010322983637856831 -0.014670947591064446 -0.020051322072022943 -0.020130141260657274 0.0034711810402793539 -0.0054528640922862272 0.0049672478524174606 -0.025685930406312035 0.0054812639441230949 0.014960402538378735 -0.0010551508635349388 0.024249900698754528
leaf_weight=15.876952558755873 487.90174104645848 24.18245455622673 27.906974248588085 28.733470246195793 23.79714047908783 119.08046381175518 45.402546174824238 224.78061383962631 30.996998682618141 188.45924660563469 17.010581895709038 28.561658747494221 160.49436438828707 31.46281273663044 21.718894928693771 29.531488001346588 29.468531154096127 31.235840208828449 146.3515147715807 22.557428807020187 13.293308466672896 77.025491088628769 45.55458852648735 262.46351867169142 21.044033244252205 18.470917031168938 268.62447303533554 39.022079285234213 199.93909717351198 25.715142652392387
leaf_count=49 1560 73 90 87 73 415 144 757 98 571 53 104 507 95 68 95 99 112 460 67 43 252 148 823 68 57 876 141 702 76
internal_value=-3.92049e-06 0.00117512 0.00574968 0.0038996 -0.001691 -0.000712174 -0.00251309 -0.00599441 0.00130832 0.00339357 0.0232402 0.00382357 -0.000501724 -0.00173013 -0.0157378 0.00181752 0.00453336 0.00308642 0.00469857 -0.00159537 -0.00110096 -0.00245977 -0.0113227 -0.00100393 0.00257334 -0.00926377 0.00425291 0.000121569 0.00154442 0.0143591
internal_weight=2706.66 800.504 308.984 281.077 491.52 467.338 417.825 270.183 248.19 219.456 32.8875 147.642 1906.16 1247.56 53.1817 658.6 367.55 338.082 306.846 291.05 1194.38 872.945 122.58 750.365 321.433 39.515 281.918 261.519 238.961 49.5123
internal_count=8763 2590 948 858 1642 1569 1420 901 756 669 102 519 6173 3990 163 2183 1178 1079 967 1005 3827 2783 400 2383 1044 125 919 910 843 149
is_linear=0
shrinkage=0.05


Tree=642
num_leaves=30
num_cat=0
split_feature=31 28 5 1 30 5 40 12 31 33 40 21 5 27 10 21 43 40 7 7 25 28 21 24 38 38 28 38 1
split_gain=0.694346 3.5007 6.00401 5.10904 4.02928 5.00757 3.64939 2.61792 5.36747 3.98615 2.18988 3.88834 3.03923 2.01577 8.05777 4.98606 4.92139 6.21179 5.46826 2.55533 3.5534 2.54641 10.0845 2.1042 3.5603 3.28599 2.40412 1.5379 1.09816
threshold=0.0049437858204594348 0.027632564409963287 0.028745838673264603 0.045726484167130439 0.0042052323240486132 0.025026180934844485 0.006233465887098868 0.0583353739302633 0.0070781160748973693 0.012650336324973815 0.0061891676685151319 -0.027651833124780988 0.041463179999853328 0.0050727137608708875 65.27283868764188 -0.01762668083095829 1.0000000180025095e-35 0.0047452133317362859 85.413736675525499 83.206225430328644 0.0067646229989186861 0.048356399128317816 -0.021694178183799078 0.022153336446428952 0.0061352708338233706 0.032717793184703477 0.039073950988631402 0.029975231735051903 0.03382730165923143
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 28 6 -3 -6 -4 9 -9 -7 12 -12 -5 21 15 -15 19 -18 -19 27 -21 23 -23 25 -25 26 -1 -16 -2
right_child=1 4 3 10 5 7 -8 8 -10 -11 11 -13 -14 14 16 -17 17 18 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30
leaf_value=-7.2267643977909712e-05 -0.037242244654580418 -0.019544536707454846 -0.0017433504934714101 -0.0132970242656422 0.027200776615760515 0.0015378813385077434 0.029410821652745923 -0.024022166060462584 0.0066999259009764061 -0.010097727723253869 0.011173887592304808 -0.018834519635308633 0.016630703170964468 0.037667020697766826 0.023967459660583092 0.0069214739308924023 0.015489831521989607 -0.038239886474302542 -0.0025030915317102997 -0.020627448439613127 0.0087864221074474471 -0.031020360052376003 0.015097452172598044 0.0044536273092525731 -0.030324470037119373 0.021810763810928301 0.010973250007177729 0.0036911195570176075 -0.018124211843117802
leaf_weight=1510.2406915314496 14.017788395285605 23.833497047424316 19.302501142024994 16.384727984666824 18.101687207818031 222.2384083494544 17.697235584259033 15.072207465767859 214.39868820086122 109.56342054344714 12.902443692088125 59.253635622560978 17.284411147236824 25.756095118820667 23.989682853221893 28.002605810761452 14.966253168880938 23.120101682841778 20.476250059902668 15.616376370191572 29.386721916496754 27.727733939886093 20.406208768486977 14.219239037483932 14.645589537918566 17.844057440757751 50.799410313367844 16.411712288856506 20.679007142782211
leaf_count=5046 54 96 61 50 56 706 52 47 721 371 42 204 53 90 76 87 53 78 75 50 96 88 60 58 53 58 157 54 71
internal_value=-1.00899e-05 -0.00126263 -0.00743415 -0.00285525 0.000546264 0.00138459 0.0130622 0.000538385 0.00465066 -0.0022911 -0.00847477 -0.0133914 0.00192238 0.000514817 0.00528535 0.0217873 -0.000852765 -0.012036 -0.0216137 0.00676233 -0.00133263 -5.20885e-05 -0.0113745 0.000284465 -0.0130634 0.000532467 0.000284653 0.0158838 -0.0260766
internal_weight=2634.34 780.73 177.522 142.825 603.208 579.374 36.9997 561.273 229.471 331.802 105.825 72.1561 33.6691 1853.61 197.726 53.7587 143.967 58.5626 43.5964 85.4045 45.0031 1655.88 48.1339 1607.75 28.8648 1578.88 1561.04 40.4014 34.6968
internal_count=8763 2584 587 462 1997 1901 113 1845 768 1077 349 246 103 6179 659 177 482 206 153 276 146 5520 148 5372 111 5261 5203 130 125
is_linear=0
shrinkage=0.05


Tree=643
num_leaves=21
num_cat=0
split_feature=4 35 34 4 25 28 10 11 30 28 29 25 19 3 5 42 10 41 30 25
split_gain=0.590035 2.61221 2.50726 2.61971 2.27075 4.11305 3.50999 5.77524 3.58312 2.25384 2.38512 3.65254 2.45579 1.80222 2.19072 2.79279 3.39155 1.93432 1.19612 1.10936
threshold=0.56548733000564355 -0.0096250180423896308 -0.0088711193879953392 0.63791775144784946 -0.0026480251502072742 -0.016844164429876539 43.79055108527853 0.48081850341483162 0.0034747983742781279 -0.072536013673182284 0.00056543677100828759 -0.0051301845285714144 0.37968948901609861 0.025416677494407472 0.013560104019739028 0.61212524023062131 59.828399406101049 0.0016218869972380286 0.00089846091667718621 -0.00020347012527772599
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 19 3 -3 13 -6 18 -8 -9 -4 11 -11 -12 -1 -15 16 -16 -17 -7 -2
right_child=1 2 9 -5 5 6 7 8 -10 10 12 -13 -14 14 15 17 -18 -19 -20 -21
leaf_value=-0.028027594774199506 -0.034832979119266735 0.049423211479692156 0.03142051195052678 0.0015721745898265999 0.046370317266992506 -0.035322294849263768 0.043014650386615665 -0.012349250092969055 0.014995909809031477 0.0049119117390816463 0.032437581273820272 -0.02205499746592561 -0.00071999349427026213 0.032096991893447765 -0.00028978063570647618 0.0068942812725020057 0.029292222658598772 -0.031533171418899685 -0.0017491943111171222 -0.0023986254822934323
leaf_weight=5.6825786526314905 7.9911860222928226 4.9365657158195955 5.0942491302266708 7.1628708140924573 6.7019889615476123 5.8739520115777832 10.957215229049323 21.320495132356882 26.890604100190103 20.051171555649489 5.5774248242378226 32.237983697094023 334.91448425361887 5.1738039553165427 303.65495009720325 4.248423787765204 9.9005289636552316 11.497341880574821 5.3880141526460648 4.4482247373089177
leaf_count=73 110 44 81 87 34 60 66 147 215 241 39 348 3487 21 3364 36 78 135 42 55
internal_value=5.5435e-05 -0.00125554 -0.000555343 0.0217503 0.00139447 0.00913661 0.00546192 0.0103908 0.00279898 -0.00125152 -0.00169588 -0.011629 -0.000152811 -0.000348574 0.000114973 -0.000381924 0.000637373 -0.0208713 -0.0198569 -0.0237451
internal_weight=839.704 422.414 409.975 12.0994 417.29 77.1323 70.4303 59.1683 48.2111 397.875 392.781 52.2892 340.492 340.158 334.475 329.301 313.555 15.7458 11.262 12.4394
internal_count=8763 4492 4327 131 4271 564 530 428 362 4196 4115 589 3526 3707 3634 3613 3442 171 102 165
is_linear=0
shrinkage=0.05


Tree=644
num_leaves=31
num_cat=0
split_feature=28 40 5 19 24 32 21 28 29 44 28 21 5 40 19 43 40 33 25 43 30 40 33 39 40 10 40 36 23 26
split_gain=0.645215 4.93246 4.20886 7.09135 5.92978 3.88825 4.15655 3.74354 2.53258 1.78521 1.65197 6.20265 6.9529 5.66986 5.60049 4.47831 7.47102 3.21862 2.07805 1.3991 1.28167 7.44208 6.05815 5.12316 4.79422 3.45008 3.12683 2.75941 3.6793 2.87878
threshold=0.071058201306621702 0.0074530524375226699 0.066005851383268574 0.54540714759692877 0.014116913641814215 -0.00031483548543204983 -0.010754731509592358 0.082868250816898026 0.0087849613291405299 -0.37940952255126015 0.048356399128317816 -0.021214719797222097 0.046109699844575296 0.0091901571564049541 0.87256802404198319 -1.0000000180025095e-35 0.0092386769166504963 0.017056097484168468 -0.0072012312423636237 0.12940952255126045 0.0076302302162744593 0.0078230811506436997 0.012123263985671585 0.0053025591504693497 0.0056652701423173212 80.340830431097473 0.010460886327533361 0.021279825591679628 0.084941778703802998 0.010813546938997175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 -3 -4 -6 -7 8 -5 -9 20 15 19 14 -14 16 -12 -15 -17 -13 25 22 24 -23 -22 27 -25 29 -29 -1
right_child=1 2 4 7 5 6 -8 9 -10 -11 11 12 13 17 -16 18 -18 -19 -20 -21 21 23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-4.1197994046643825e-05 0.023903976458497653 -0.041442717691388006 0.030913875098523294 0.024406913010355288 -0.023974224439498221 0.021768306258966984 -0.0015752797286931427 -0.025614358608644708 -0.0034130399876512209 -0.0035230002498264443 0.041050200959671608 -0.037862216204886515 0.023118506735728343 -0.035247905427138793 -0.0055877973903601698 0.010901043118218235 -0.004830551457992039 -0.0052119382687099407 -0.010607437148791712 -0.018855386119245199 -0.0079052563746430122 0.043003667433931136 -0.02041304073834857 0.019028207329033708 0.012588102589959946 -0.019320002723266925 -0.0053637644321300219 0.012960087068770262 -0.010254989049905579 -0.010335357789913024
leaf_weight=1810.8586284331977 24.039329051971436 13.677641749382017 19.722529068589211 16.062884971499443 13.362166449427603 25.942688196897507 69.978627644479275 15.714868053793905 15.975557774305342 23.279361747205257 19.35764642059803 18.517711907625198 25.963694393634796 17.288079828023911 48.286944776773453 17.016109503805637 15.952785953879355 19.335155159235001 32.014852538704872 24.704830959439278 52.696470186114311 15.089100569486616 35.823612257838249 35.243819996714592 61.672797694802284 23.271748118102551 20.430993616580963 80.231375396251678 21.350845582783222 70.505191326141357
leaf_count=5831 79 44 65 50 50 86 260 49 51 82 58 60 79 53 154 55 52 67 96 74 164 52 107 109 184 91 76 269 84 232
internal_value=-5.53856e-06 0.00247952 3.62061e-05 -0.00859349 0.00574379 0.00113149 0.0047022 -0.00214857 0.0104118 -0.0125966 -0.000247288 -0.00420269 -0.0101794 -0.00348741 0.00440046 0.00665697 0.0202256 -0.019584 -0.00303419 -0.0271824 0.000174096 0.00378869 -0.00248234 0.0171539 0.0031033 -0.000221678 0.00999387 9.00461e-07 0.00802622 -0.000430164
internal_weight=2703.37 237.756 213.716 84.7103 129.006 109.283 95.9213 71.0327 32.0384 38.9942 2465.61 238.438 154.096 110.874 74.2506 84.3414 35.3104 36.6232 49.031 43.2225 2227.17 220.957 150.193 70.7639 114.369 2006.22 55.6748 1982.95 101.582 1881.36
internal_count=8763 816 737 276 461 396 346 232 101 131 7947 748 487 353 233 261 110 120 151 134 7199 692 455 237 348 6507 185 6416 353 6063
is_linear=0
shrinkage=0.05


Tree=645
num_leaves=13
num_cat=0
split_feature=10 10 7 13 27 27 1 34 28 5 42 35
split_gain=0.675389 0.849223 1.50814 2.49325 1.53295 2.46666 2.44294 1.97205 1.6544 1.32393 1.26827 0.86917
threshold=88.691940183317357 83.680642714758449 91.871612189849472 1.7265787464780062 0.020759568139442169 0.014974756887959543 0.10251860985686144 0.0017639647984932785 0.093356662848670655 0.053858122009461232 0.87559247215621516 0.00034695786785188259
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 8 -7 11 -1 -3 -11 -6
right_child=-2 9 3 -5 7 6 -8 -9 -10 10 -12 -13
leaf_value=6.564724463277426e-05 -0.010225407755769746 0.018294765598514853 0.0046966099101423704 -0.023691453933082238 -0.0068828218286853017 0.0017522448182072728 -0.015416387592850975 0.022430001587781578 0.015401227743260942 0.013572453244501865 -0.0057041979424060744 0.0098396709593291058
leaf_weight=2380.3619392365217 15.984438132494686 16.005849689245224 13.491252295672895 17.201052635908127 15.718433950096371 34.051503032445908 50.907016035169363 17.190474607050419 17.625222906470299 13.036852344870566 24.024950385093689 15.008759211748837
leaf_count=7831 68 55 45 65 56 116 198 69 58 56 93 53
internal_value=-9.43157e-06 5.15e-05 -7.63882e-05 -0.011076 5.54627e-05 -0.000113667 -0.00848242 0.00890537 0.000181086 0.00630719 0.000960282 0.00112854
internal_weight=2630.61 2614.62 2561.56 30.6923 2530.86 2482.95 84.9585 47.9177 2397.99 53.0677 37.0618 30.7272
internal_count=8763 8695 8491 110 8381 8203 314 178 7889 204 149 109
is_linear=0
shrinkage=0.05


Tree=646
num_leaves=17
num_cat=0
split_feature=36 28 40 36 31 31 22 36 26 35 36 32 44 34 11 34
split_gain=0.602523 1.18295 1.02985 3.96281 1.75228 2.46534 3.27402 1.52241 1.41832 1.34649 1.04742 2.84833 0.79134 0.671874 0.298926 0.138039
threshold=0.041761614254690278 -0.12749928364775812 0.014425689520272086 -0.0049172337365985799 -0.010521946942384989 -0.014233314597565402 0.40247357160818942 -0.023133359885742662 -0.029632222519379945 0.016468361498650722 0.014546437520372548 0.0013252963283355743 0.60355339059327384 0.019022457733791635 -0.081008576386701767 -0.0062094430881376441
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 4 7 5 6 -3 -4 -6 -10 11 -5 13 -2 -1 -7
right_child=12 2 3 10 8 15 -8 -9 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0013551787394133962 -0.032836863636741431 -0.024888193757455879 0.0040554529768204884 0.0057879045323874778 0.026901334633157144 -0.014387172809190824 0.027771640388157826 -0.034226243734679036 -0.00027315455342766866 0.0083486312503687106 0.0067496096482505576 0.05824655947319738 0.0092696315016016981 0 -0.032154471411076128 -0.034139471744166282
leaf_weight=1.4824700849130747 4.444534710608421 5.5738856596872228 4.9139077542349696 5.1278030155226606 4.9346734499558798 2.3164779380895189 6.0179240573197603 4.9277485939674097 722.61076690908521 48.171529598068446 5.9435131074860683 5.7102089151740074 2.5868468973785639 2.1499282270669937 3.4107807534746817 8.644653217867015
leaf_count=41 113 135 92 76 94 48 54 90 6959 542 83 53 45 46 114 178
internal_value=6.21954e-05 0.000209802 0.000362601 0.0100185 3.30884e-05 -0.0136676 0.00202638 -0.0147608 0.000439574 0.000260208 0.0248481 0.0341637 -0.012598 -0.0219333 -0.0240388 -0.0305849
internal_weight=838.968 829.786 824.893 26.6232 798.27 22.5529 11.5918 9.84166 775.717 770.782 16.7815 10.838 9.18131 6.59446 4.89325 10.9611
internal_count=8763 8559 8404 394 8010 415 189 182 7595 7501 212 129 204 159 155 226
is_linear=0
shrinkage=0.05


Tree=647
num_leaves=31
num_cat=0
split_feature=28 40 5 19 25 28 17 35 28 43 32 28 21 5 40 43 40 1 38 31 28 31 37 40 7 36 43 12 28 36
split_gain=0.612181 4.59497 3.97268 6.70466 4.90239 3.45901 2.42892 2.17854 1.92417 2.3976 2.10904 1.59119 5.63317 6.48333 5.29866 4.14906 6.99211 4.0782 2.59757 2.52931 3.53696 5.79727 3.89104 3.78903 3.25152 1.72165 5.66699 3.31804 2.66101 2.57988
threshold=0.071058201306621702 0.0074530524375226699 0.066005851383268574 0.54540714759692877 0.0023719272196376017 0.082868250816898026 1.0463110773826847 0.0033955212738858713 0.1057500343987043 -1.0000000180025095e-35 0.0024226844346903159 0.048356399128317816 -0.021214719797222097 0.046109699844575296 0.0064682002196762055 -1.0000000180025095e-35 0.0092386769166504963 0.061010650297386476 0.027751169402414847 0.0080755124465676353 0.043180978205904018 0.0097308499915061113 1.0000000180025095e-35 0.0076380508849767581 67.263947102029334 0.021279825591679628 -0.78656609248549303 0.04157158616019551 0.013598572403658372 0.01296953666955636
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 -3 -4 6 -5 -7 9 -6 -10 19 15 -14 -15 16 -13 -16 -17 25 21 22 -21 -23 -22 29 28 -28 -27 -1
right_child=1 2 4 5 8 7 -8 -9 10 -11 -12 12 13 14 17 18 -18 -19 -20 20 24 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00011090228999408321 0.023135232435929236 -0.040551749704677072 0.022208709043556662 0.023475070760848933 -0.0036104799814666655 7.6019499077626836e-06 -0.0038056733107171264 -0.023390462586944463 -0.02439713759590029 0.01653103938633604 3.2124113529777145e-05 0.039561998993368735 -0.026345438856234978 0.026604675763225446 0.016289715279010006 0.0055926286835683674 -0.0049112526896392785 -0.011795281062384991 -0.018171110884640514 0.0057501563072012976 0.0059170059243426436 -0.010103743573233702 0.032283131589667523 0.013041810025957635 -0.021303860335270985 0.0010283631642567009 0.026585696504077379 0.0055636849892968972 -0.027137568291044464 -0.0064953311557071226
leaf_weight=1752.012051358819 23.947530373930931 13.481946557760237 32.948418475687504 16.299432456493381 32.109430402517319 18.503551959991455 15.663919180631636 20.397938065230846 13.872981458902357 26.761977344751358 22.924995854496956 19.234770700335503 42.85741426050663 12.840121135115622 15.094806835055349 30.846191167831421 15.913177743554114 82.702129546552896 18.06310510635376 23.658387407660484 24.085243836045265 38.482493937015533 35.14593967795372 32.512037545442581 19.712699353694916 17.06251572817564 26.716034337878227 65.862607918679714 15.780372902750967 174.04703065007925
leaf_count=5652 79 44 111 51 112 58 50 73 55 108 75 58 134 38 46 96 52 269 55 73 75 114 110 114 58 58 96 233 49 567
internal_value=-8.28792e-06 0.0024168 5.38123e-05 -0.00834965 0.0056058 -0.00210427 0.00997979 -0.0121615 -7.72292e-05 0.00547324 -0.00908345 -0.000243707 -0.00413342 -0.00984163 -0.00338539 0.00623005 0.0193281 -0.00739712 -0.00310091 0.000169483 0.00596426 0.0101229 0.021721 0.000428899 -0.00624136 -0.000318702 0.00535058 0.0117062 -0.0123943 -0.00069073
internal_weight=2699.54 236.912 212.965 84.3468 128.618 70.8648 31.9634 38.9015 95.6694 58.8714 36.798 2462.63 237.552 153.494 110.637 84.0572 35.1479 97.7969 48.9093 2225.08 173.597 129.799 58.8043 70.9945 43.7979 2051.48 125.422 92.5786 32.8429 1926.06
internal_count=8763 816 737 276 461 232 101 131 350 220 130 7947 748 487 353 261 110 315 151 7199 544 411 183 228 133 6655 436 329 107 6219
is_linear=0
shrinkage=0.05


Tree=648
num_leaves=21
num_cat=0
split_feature=1 27 12 44 40 24 34 3 30 43 33 40 30 39 37 28 37 28 25 18
split_gain=0.646285 2.4858 2.14992 4.01825 2.42526 2.71679 3.19435 2.38788 1.81432 4.45404 2.95039 2.55652 2.36684 2.17214 1.77141 1.70836 1.59308 1.42061 1.24868 1.22799
threshold=0.13770964538831579 0.019580596370733151 0.066550754139052828 0.37940952255126048 0.011591995535162681 0.024997548943318879 -0.0019729807404830764 0.11819121720911678 0.013839707982852459 -0.37940952255126059 0.015361515151233627 0.0076756374336323556 0.013085807827167862 0.018031541407423936 0.062459514109613264 -0.020489154286127874 0.041989919776873948 0.072382595847080969 0.0058522820661919195 0.2504325391871986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -4 6 19 -8 12 18 11 -11 13 17 -7 -15 -3 -1 -10 -6
right_child=2 16 4 -5 5 14 7 -9 9 10 -12 -13 -14 15 -16 -17 -18 -19 -20 -21
leaf_value=0.00010716103724985618 -0.030429055259513373 0.023941870322417697 0.020064274153264391 0.0029857589309064559 -0.015805632484229178 -0.024338864259902115 0.027397397750487468 0.0028203673808757808 -0.029153125845163476 0.0074495458193450286 0.013931348145007653 -0.020275606490911844 0.014102758158543638 0.024030441968751912 -0.0013298697372100491 0.0025272400357327744 0.0020831941651101703 -0.0074085833534338272 -0.0092768094838596455 0.00217501241702862
leaf_weight=2200.9632423780859 18.031901754438877 17.722602732479572 13.331519588828085 17.338439090177417 21.556180454790592 18.988910600543022 15.695687115192412 27.914208821952343 20.160138636827469 14.195918455719946 26.470379896461964 19.209073416888714 30.464115172624588 16.443285159766674 15.771471522748469 22.325529739260674 16.722285941243172 64.602894492447376 14.663876220583914 16.097301073372364
leaf_count=7198 95 60 50 79 77 80 57 103 69 45 89 67 97 60 72 83 60 205 50 67
internal_value=-7.6496e-06 0.000193205 -0.00304064 -0.013946 -1.1625e-05 -0.00237676 0.00257746 0.0118227 1.77602e-06 -0.00677696 0.00141985 -0.00835712 0.000279141 9.36145e-05 -0.0140764 0.0118145 0.0135114 -0.000105262 -0.0209772 -0.00800086
internal_weight=2628.67 2463.94 164.726 35.3703 129.355 116.024 81.2634 43.6099 2429.5 94.6994 59.8754 33.405 2334.8 2304.33 34.7604 38.7688 34.4449 2265.57 34.824 37.6535
internal_count=8763 8083 680 174 506 456 304 160 7963 320 201 112 7643 7546 152 143 120 7403 119 144
is_linear=0
shrinkage=0.05


Tree=649
num_leaves=31
num_cat=0
split_feature=39 42 38 8 13 34 38 39 35 38 41 37 3 12 8 39 42 44 31 3 26 34 26 43 15 20 2 41 28 15
split_gain=0.597655 1.31516 2.16593 2.10959 1.5128 1.46453 2.01695 1.55687 2.02997 1.4509 1.42616 2.39669 1.0651 1.90734 1.92203 5.16511 2.52079 1.87966 1.8592 2.1702 1.5103 2.10864 2.86561 2.41291 1.83168 2.24207 2.10022 1.45242 1.04374 1.00291
threshold=0.011487215153331879 0.91129957268285755 0.027751169402414847 -87.686548223711938 -1.8601831935636977 -0.0027692910230674435 0.040819837530186372 0.015315704334242628 -0.0017210098340192934 0.075706796798907253 0.017372497037376519 0.0015896438589023678 0.088708068179234198 0.072304996869439933 50.957567723781722 0.0083661856224540743 0.47848345753286303 1.0000000180025095e-35 -0.010132526303410116 0.080686735245052252 -0.012668567539031044 -0.0036059093820955397 -0.015758762702284511 -0.60355339059327362 -0.074671841618103293 0.97478142077102403 0.33200529274671281 0.008380044671875482 -0.027097889123000842 -0.32112807946731808
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 29 6 -4 8 -7 -9 -5 -12 18 -14 16 -16 17 -15 19 -1 21 23 -23 -20 25 -22 -26 -18 -6 -2
right_child=1 -3 5 10 28 7 -8 9 -10 -11 11 -13 13 14 15 -17 27 -19 20 -21 24 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.030282979313147308 0.011738488020139475 -0.032624350719512051 0.019494568669201531 -0.025602189297995726 0.03240265074428407 0.054387645067335823 -0.025647104645033666 -0.031653413210315319 0.0083674821441824809 0.023439530343500586 -0.032282713564917985 0.028521586452293381 0.04019706067234121 -0.0091504895872423168 0.047675350854116033 -0.022102658475767319 -0.03406057673129663 0.02150412302031034 0.017823039042479474 0.011562731542574704 0.0019052153862671229 -0.0030124187060774428 0.038174008360988589 -0.026752532513650784 0.01443676689120893 -0.025230424278090181 -0.0001388453002929883 0.0040352386509771325 -0.00095733453538042598 -0.032198496979384081
leaf_weight=10.166432803496717 1.8266030605882395 3.8319050678983322 4.2098167072981614 18.729448156431321 5.1397322854027152 4.5516136931255451 5.5621841065585613 2.383201800286769 5.668424886185675 2.1461619427427649 2.7863487228751174 3.5762259270995855 4.0808147722855201 8.3673302931711131 7.1368010123260301 3.9980889479629695 7.2674466399475914 11.629317321814595 5.8369606463238615 4.1676472881808868 14.09756352286786 6.4957308163866427 10.876522297039626 6.0207944940775633 25.607605334371328 15.645190388429908 626.36112981429324 3.4272446222603321 3.7255856497213227 3.2961998768150806
leaf_count=194 63 100 43 393 81 31 110 61 82 42 69 41 40 108 89 91 137 119 78 45 166 73 70 146 206 339 5550 54 54 88
internal_value=5.83676e-05 -0.00444509 -0.00262029 -0.00998007 0.00527975 0.00889893 -0.00569293 0.0188765 0.029676 -0.00452607 -0.0186727 0.0010325 0.000459165 0.00783656 0.00447168 0.0222021 -0.0018498 0.00844661 -1.91725e-06 -0.0177741 0.000351824 0.0114632 0.0225586 -0.00442659 -0.000118882 -0.0122378 0.000428104 -0.0214648 0.0179713 -0.01565
internal_weight=838.616 67.4335 63.6015 39.0801 13.9881 24.5214 9.772 14.7494 10.22 4.52936 25.092 6.36257 771.183 45.907 41.8262 11.1349 30.6913 19.9966 725.276 14.3341 710.941 29.23 17.3723 11.8578 681.711 29.7428 651.969 10.6947 8.86532 5.1228
internal_count=8763 1258 1158 789 286 369 153 216 113 103 503 110 7505 638 598 180 418 227 6867 239 6628 367 143 224 6261 505 5756 191 135 151
is_linear=0
shrinkage=0.05


Tree=650
num_leaves=19
num_cat=0
split_feature=35 34 35 24 36 35 14 2 35 1 26 2 10 35 1 20 20 28
split_gain=0.592749 2.19741 2.14986 1.55984 3.20719 2.19395 2.15498 1.98215 1.28767 1.21859 1.90217 2.0507 2.04455 1.6771 1.46707 1.33515 2.14359 1.1701
threshold=0.0095766070353945371 -0.0095492541919631174 0.010065709658949375 0.0094228780586235617 -0.0021767493697487646 0.010669164253070742 0.21601863923517831 0.59428133049198562 0.00922832043828903 0.14273060193474266 0.016643012059746994 0.93863031614846981 77.038148357803763 0.0047590636510251869 0.1607026351692814 -1.7596573358784739 -0.16660443116753834 -0.012210989686116173
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 -4 -5 -6 -7 9 10 11 12 -1 -12 17 -16 -17 -11
right_child=1 2 3 5 6 7 -8 -9 -10 14 13 -13 -14 -15 15 16 -18 -19
leaf_value=0.00027165774208292036 -0.021774580662866028 -0.016342754958360857 0.0093729757360496747 0.018213432520272726 0.0032282555496802217 0.011172549890421893 -0.01625868115882155 -0.00094223209916495336 0.012697145817673734 0.0020496267765998653 -0.0022479707972802086 0.017201513229574774 -0.01026443445097526 -0.024648530050912165 0.015850666978316625 -0.019700765005960474 0.003612009934324114 0.022716883620933305
leaf_weight=1962.2090556360781 12.990921974182127 21.745095208287239 25.082655444741249 17.835098870098591 18.585197798907757 37.493624538183212 54.542682074010372 329.38556822016835 20.830139607191086 11.797165244817736 21.1871078312397 17.428111553192139 47.048822015523911 14.353644281625746 12.92426861822605 12.881935015320776 40.287036504596472 18.424897104501724
leaf_count=6220 46 68 92 56 60 136 178 1098 68 58 76 56 172 47 44 49 166 73
internal_value=-8.84081e-06 -0.00153139 -0.000996188 -0.000291572 -0.00592064 0.0011336 -0.0112402 0.000284934 0.000350567 0.000228522 -2.59335e-05 0.000172998 2.19575e-05 -0.0114788 0.00572295 0.00145888 -0.00196879 0.0148477
internal_weight=2697.03 517.661 504.67 482.925 98.2105 384.714 73.1279 366.879 2179.37 2158.54 2062.23 2026.69 2009.26 35.5408 96.3153 66.0932 53.169 30.2221
internal_count=8763 1734 1688 1620 330 1290 238 1234 7029 6961 6571 6448 6392 123 390 259 215 131
is_linear=0
shrinkage=0.05


Tree=651
num_leaves=26
num_cat=0
split_feature=20 44 33 5 38 29 12 29 24 27 12 21 7 39 7 20 23 32 21 5 18 17 39 15 8
split_gain=0.654447 2.78656 2.73121 3.23611 1.77711 2.12792 4.40495 2.65103 1.54894 1.28207 3.5375 3.53728 3.49902 2.75815 2.57277 1.81513 2.6658 2.35639 1.4568 4.55025 2.12875 1.2873 0.867967 0.444365 0.0543676
threshold=-1.862395191848133 -0.5 0.014238271247227752 0.049151146677381748 0.056943285172126219 0.0063237263631710236 0.043954741764779974 0.014683197058918631 -0.022162966821130444 -0.010362793760692329 0.064144110372399629 -0.033149079124906132 28.385840739091091 0.0080881679498558939 19.729989384734512 -1.2953495665006336 0.042360077765134091 0.0022014374226873253 -0.033149079124906132 0.045397934772491579 0.25862894495714056 -0.055266088208753957 0.018633671603222882 1.111609991570252 -31.986528753037636
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 23 22 10 12 21 13 -10 -13 16 -11 -18 19 -17 -20 -12 -2 -7 -14
right_child=8 4 -4 -5 -6 7 -8 -9 9 15 11 14 24 -15 -16 18 17 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=-0.012074299671220017 0.0020595481920950703 -0.011277265206539702 -0.021915962489765062 0.01212295131166943 -0.0054219930345524052 0.019007047973974837 0.0173468319412497 0.00081354491913299468 0.007275564893625297 0.0087222785096983165 -0.026163186014853596 -0.011882921556822376 -0.038472456399217314 -0.021471939257017781 0.011295089431945717 0.019946711818883831 -0.028239336718591291 -0.0017600278029324412 0.0030822400083471849 0.00025939318418812007 -0.0010317651095004389 -0.0022172288446466776 0.019887426285763052 0.032278715617434568 -0.026714588523964213
leaf_weight=26.332540184259415 14.166203714907171 26.374806627631187 17.804727636277676 28.813336819410324 21.863770455121994 16.023313418030739 27.045954458415508 16.110695540904999 17.7520946636796 13.833570778369902 13.325018368661405 14.931105695664881 9.882044695317747 15.327019918709992 56.149546980857849 37.41596407443285 19.91514778137207 15.234837628901003 388.46650226786733 137.32803802192211 1644.1801275908947 10.521147213876246 14.512134104967116 16.391702920198441 7.2832377068698397
leaf_count=89 53 86 65 92 77 50 96 54 63 44 68 55 66 72 199 122 69 54 1241 489 5368 42 47 56 46
internal_value=-6.50749e-06 0.0027643 -0.00494231 0.00047715 0.00734581 0.0101357 0.0031265 0.0177267 -0.000233005 -0.000373185 -0.00492664 0.000704427 -0.015645 -0.0059183 0.00634625 -7.78025e-05 -0.00958919 -0.016942 0.000131422 0.00451241 -0.00024295 -0.0158602 0.0112925 0.0259507 -0.0339568
internal_weight=2626.98 196.761 72.9506 55.1459 123.81 101.946 53.4208 48.5257 2430.22 2401.55 145.171 94.9268 50.2444 33.0791 71.0807 2256.37 48.9836 35.15 2207.39 174.744 2032.65 23.8462 28.6783 32.415 17.1653
internal_count=8763 665 246 181 419 342 182 160 8098 7998 611 364 247 135 254 7387 167 123 7220 611 6609 110 100 106 112
is_linear=0
shrinkage=0.05


Tree=652
num_leaves=25
num_cat=0
split_feature=12 1 40 29 24 28 1 24 27 8 21 40 28 30 40 1 36 33 7 1 21 0 30 31
split_gain=0.590329 2.9958 2.6069 5.23074 2.82217 3.4728 3.08737 2.84765 4.12826 2.64836 2.58858 1.81108 4.44309 4.68832 3.04378 4.65664 6.09212 3.55523 2.84395 1.85414 1.45074 1.41462 1.40225 0.656345
threshold=0.046440993233288839 0.03382730165923143 0.007870867204193048 0.0028885691178012212 0.019559970670084092 0.01595780957686942 0.084640416540228927 0.016193816101196707 0.0094978500430058614 93.851965615516647 0.0012048405340041855 0.0069835058055119905 0.03769849168122593 -0.00013161291540184948 0.0081295567776729378 0.067391035494522744 0.003468695886357898 0.0125486060814339 62.341098529527351 0.052601745556999931 -0.011279355637019657 0.66730570820129487 -0.0053865630927907374 -0.0063901315913500204
decision_type=2 2 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 -1 -7 -11 12 13 23 15 16 -13 22 -15 -19 -9 -17 -16 -3
right_child=1 11 3 -5 5 9 -8 20 -10 10 -12 14 -14 18 17 21 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=-1.5854270199803773e-06 -0.029874718921682725 -0.0056581771575697458 0.040207844532972173 -0.011842653850473598 0.049010593667257837 0.036637444601125786 -0.030103087453539974 0.00033862134784344258 0.031066388423916333 0.019350103646650636 -0.018775483348715195 0.00074871688530982054 -0.035558987164832516 0.030732078093548013 0 -0.02321320536103362 0.034212825460418039 -0.013842288235162058 -0.010822882063217742 0.0015942153017845786 -0.031458501147975083 0.0018215087358559223 -0.029626019705004836 -0.034333933377657395
leaf_weight=426.46196234924719 9.0114001045003516 3.4289470105431974 11.677420030348005 7.916465292684733 6.0311578605324057 5.4448488801717785 8.5703543871641141 4.9547632150351992 10.85912751033902 7.4886486195027855 10.563031043857334 28.638141360133886 12.316677773371337 11.540356079116465 5.114053710363808 10.66277249902487 26.360584841109812 22.062724542804062 6.0843020947650066 158.19571739016101 10.499018136411904 11.126467442139981 15.502014191355554 7.2301462134346384
leaf_count=3775 102 49 79 92 33 37 105 41 85 77 111 234 147 77 59 159 187 261 69 2414 112 140 207 111
internal_value=5.96338e-05 -0.00159141 0.00112806 0.0189708 0.000401938 0.0153667 -0.000548143 6.77153e-06 0.000765359 0.00634783 -0.00266435 -0.000765745 -0.0106231 0.00014657 0.000660922 0.00913561 0.0169116 -0.00255674 0.0161244 -0.00027404 -0.0210057 -0.0102511 -0.0221767 -0.0257122
internal_weight=837.741 327.274 510.467 19.5939 490.873 29.5277 461.345 452.775 437.321 23.4965 18.0517 318.263 40.6004 28.2838 277.662 76.788 54.9987 200.875 17.6247 180.258 15.4538 21.7892 20.6161 10.6591
internal_count=8763 4216 4547 171 4376 258 4118 4013 3860 225 188 4114 453 306 3661 720 421 2941 146 2675 153 299 266 160
is_linear=0
shrinkage=0.05


Tree=653
num_leaves=26
num_cat=0
split_feature=3 38 1 19 12 28 31 31 30 44 10 20 3 1 21 31 30 30 30 19 10 10 20 4 15
split_gain=0.591177 4.24545 4.3776 2.22541 1.01859 3.67183 3.44384 4.83037 6.59797 5.59732 4.0649 3.4332 2.51117 7.69336 5.60287 5.64115 2.19705 1.93081 5.87805 3.72125 3.42314 3.0118 3.42562 2.74896 1.74337
threshold=0.026017095402800835 0.0070610221365601253 0.017677636054378242 0.45934414186626532 0.033712067689350998 -0.018620803399565889 0.00029786965242302449 0.0010671422447950669 0.0019855921568276841 -0.37940952255126015 29.232579593867673 -0.63684004449877085 0.044520579058186058 0.023841170970502187 -0.013749928030598329 0.0030776467253102861 -0.0041790240774963348 0.0040328142592993095 0.0076302302162744593 0.36388514525307064 69.511450131578087 65.27283868764188 0.15493692703589204 0.75587249975366899 0.46536904988078753
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 16 10 9 -9 -8 -7 -12 13 -6 24 -16 -2 21 19 -19 -20 22 -14 -23 -15
right_child=4 -3 -4 -5 12 6 7 8 -10 -11 11 -13 17 14 15 -17 -18 18 20 -21 -22 23 -24 -25 -26
leaf_value=-0.010571754505251557 0.0018262977844545694 -0.015915107179351917 0.036447764061067124 0.014960496696472488 -0.024847885762288007 0.015508437777920501 0.03194153660171254 -0.017799848755476931 0.001911101985238522 -0.0021611504688108843 0.012580596340670869 -0.013507974039475399 -0.0039002981624856048 0.013935703676124168 -0.0063161504190350718 0.020851561222263556 0.026203953369645757 0.0058503600586042081 0.0045418983522209451 -0.010913620229837037 -0.003624473984039733 0.026130757814039382 0.0021556665222124609 0.0051693916201246103 0.035230559636811383
leaf_weight=16.016261518001556 21.662213861942291 17.860925517976284 13.590530052781103 17.852448776364326 16.730604276061058 15.291780233383177 23.341150984168053 56.450542695820332 169.03102705255151 24.174215957522392 13.514074459671972 147.37491435185075 328.72105391323566 18.357882782816887 52.519040733575821 29.789339393377304 16.696647152304649 38.674018368124962 292.66131006926298 214.1274501979351 227.91196155175567 20.033612683415413 804.26979574561119 75.095255613327026 23.368393227458
leaf_count=73 68 79 51 77 51 45 71 172 562 76 42 486 1106 54 153 91 53 119 933 680 784 59 2566 241 71
internal_value=-1.03398e-05 0.00468265 0.0125568 0.00274371 -0.000128981 -0.00219284 -0.00347044 2.90069e-05 -0.00300718 0.0145181 -0.00891823 -0.0112791 0.000338458 0.00679169 0.0111163 0.00346918 0.0126078 -0.000113216 -0.00207232 -0.00832797 0.00095697 0.00111647 0.000394013 0.00965905 0.0260369
internal_weight=2695.12 65.3202 47.4592 33.8687 2629.8 487.537 449.178 272.997 225.482 47.5154 176.181 160.889 2142.26 140.765 124.035 82.3084 38.3589 2001.49 773.375 252.801 520.573 1228.12 1132.99 95.1289 41.7263
internal_count=8763 280 201 150 8483 1575 1454 881 734 147 573 528 6908 420 369 244 121 6488 2516 799 1717 3972 3672 300 125
is_linear=0
shrinkage=0.05


Tree=654
num_leaves=10
num_cat=0
split_feature=23 28 31 28 36 12 21 36 21
split_gain=0.652807 1.01476 1.74309 2.27191 1.48475 2.19424 3.636 3.30808 1.7331
threshold=0.227783776402774 -0.14855972285802657 -0.02130081033678435 -0.095628449592824114 -0.040496431007141946 0.07358339024779055 -0.033149079124906132 0.013170015607110621 0.0052652533718234229
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 6 -6 -7 -4
right_child=-2 2 4 -5 5 7 -8 -9 -10
leaf_value=0.01024376765705644 -0.0097051071595620989 0 0.01938994899374677 0.026351129753908211 0.012845459011097925 -0.0087944202366414519 -0.00017131711416490343 0.0035213829836551833 -0.00059269047290765574
leaf_weight=24.125912927091122 17.136271711438894 18.704403802752495 20.717846892774105 14.233218893408774 54.877432689070702 168.18872629106045 2204.8167667035013 79.896829232573509 21.675867408514023
leaf_count=89 68 68 69 51 180 628 7233 299 78
internal_value=-4.75236e-06 5.74561e-05 -3.614e-05 0.0113726 -0.000185894 -0.000344846 0.000143142 -0.00480811 0.00907783
internal_weight=2624.37 2607.24 2583.11 32.9376 2550.17 2507.78 2259.69 248.086 42.3937
internal_count=8763 8695 8606 119 8487 8340 7413 927 147
is_linear=0
shrinkage=0.05


Tree=655
num_leaves=18
num_cat=0
split_feature=18 21 20 17 10 30 30 9 7 2 21 17 1 21 1 20 20
split_gain=0.596535 1.42291 1.11173 0.945266 3.84316 2.42139 3.83206 2.35837 4.38873 3.42626 2.50657 2.46593 2.31355 3.04666 1.99709 1.43378 0.529356
threshold=1.2073454931770671 0.00089772857442038895 17.314721485414591 1.751662621706233 63.109029820642206 -0.00136874909166929 0.00089846091667718621 -13.238905574207822 90.186870920919247 0.90785047172860389 0.0068580691973045239 1.6260998138567835 0.045432072987883487 -0.0093678471919826523 0.034087439910875254 -0.77296807632327347 -1.2953495665006336
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 -5 -7 9 16 11 -11 -1 14 -14 -6 -10 -9
right_child=1 -3 -4 4 12 6 -8 8 15 10 -12 -13 13 -15 -16 -17 -18
leaf_value=0.00020176347906269564 -0.033298634077357912 0.0075453884068191895 -0.023487778903566695 -0.0032345556308042674 -0.0019956903297577845 0.053885887052331029 0.0080218199466964412 -0.011200197567558877 0.032790454411239206 0.044076352146446673 0.0032223290168445352 -0.026924715616228036 0.026962684158223761 -0.0033890778762590643 -0.034799786035297597 -0.0020382482180011873 -0.03010233582295644
leaf_weight=680.05277012381703 4.2259557205252332 3.8396071377210319 4.8220958183519533 6.8790988232940462 11.784010685980322 9.1328746788203734 9.6569350403733534 6.1426334055140606 4.7279212176799774 7.5419594664126617 7.9771422520279884 8.380570122972129 11.454009529668836 28.30420834524557 7.9665784435346714 6.9664982557296735 17.229154595173899
leaf_count=7002 85 47 97 62 96 54 107 79 46 53 78 86 130 321 95 73 252
internal_value=5.16072e-05 -0.0133882 0.000189994 0.000337423 0.00532433 0.0214683 0.0307462 -0.000231235 -0.012872 0.000393081 0.0235517 -0.000125059 -0.00157978 0.00527527 -0.0155881 0.0117773 -0.0254163
internal_weight=837.084 8.06556 829.018 824.196 85.1777 25.6689 18.7898 739.019 35.0662 703.952 15.5191 688.433 59.5088 39.7582 19.7506 11.6944 23.3718
internal_count=8763 132 8631 8534 865 223 161 7669 450 7219 131 7088 642 451 191 119 331
is_linear=0
shrinkage=0.05


Tree=656
num_leaves=13
num_cat=0
split_feature=1 39 10 35 32 18 37 20 39 33 14 14
split_gain=0.592867 0.975004 3.62796 2.33551 1.87845 1.48312 2.30942 0.963446 1.93647 2.80834 1.07761 2.91739
threshold=0.28472972050346751 0.017564625369791448 61.445395029482718 0.010900082873687713 -0.0069012660328533239 0.12180702913579576 -0.026814523307625956 5.7786139489454955 0.0041200301897033722 0.012376823431944033 3.0709694493388593 2.8985173673498852
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 -3 -7 10 -9 -10 11 -6
right_child=-2 2 -4 -5 7 6 -8 8 9 -11 -12 -13
leaf_value=0.015671038952412356 0.009053183497861713 -0.01456725212920832 0.012981182175867079 -0.026918601569114825 0.0002158897536716806 0.016498649077863435 -0.011432312059451596 -0.021195048563587789 0.008726424071860998 -0.01182398634757155 0.011921902625942348 -0.020528668088695308
leaf_weight=19.138363599777222 17.817162543535233 24.109402850270271 20.906672555953264 16.793551653623581 2445.9898671023548 14.293560042977335 15.021352648735045 15.546182379126547 32.917663551867008 33.236219309270382 19.241880148649216 16.964851707220078
leaf_count=74 68 87 88 63 7870 55 58 57 112 112 67 52
internal_value=-9.55858e-06 -7.2147e-05 -0.00515345 -0.0106348 0.000105369 -0.00538189 0.00202626 -9.47871e-06 -0.00535039 -0.00152506 0.000164509 7.01434e-05
internal_weight=2691.98 2674.16 91.1245 70.2179 2583.04 53.4243 29.3149 2563.9 81.7001 66.1539 2482.2 2462.95
internal_count=8763 8695 351 263 8344 200 113 8270 281 224 7989 7922
is_linear=0
shrinkage=0.05


Tree=657
num_leaves=14
num_cat=0
split_feature=10 19 15 8 4 42 12 8 15 9 29 0 0
split_gain=0.644105 0.831335 2.56311 3.54084 2.7483 2.49767 2.46945 2.44419 2.44094 1.97332 1.54937 1.34524 2.03737
threshold=88.691940183317357 0.99938347718865661 1.1068346815573638 124.5487181253748 0.83890508584386125 0.9136086747752824 0.038001034935613763 132.34478281181379 0.99222700655362428 -4.294239272241918 0.029334262510806289 0.89898160110639858 0.76846598629777729
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 4 -4 10 -6 -5 -3 -9 11 12 -1
right_child=-2 2 3 7 6 -7 -8 9 -10 -11 -12 -13 -14
leaf_value=0.00030097144703589428 -0.010016852569229937 0.0067054478225626064 0.025865731468023696 -0.017239958269788545 -0.0043382705240606707 -0.019155592036617597 0.012449926392646853 0.004568088567516458 -0.017155127585308069 -0.013770680161930574 -0.013895485279176415 0.013783906196280244 -0.0056500527181402305
leaf_weight=2099.1229498684406 15.872364174574612 16.57349406927824 23.991300575435162 19.932992458343506 32.293796829879284 17.269783183932304 65.426503948867321 94.890057012438774 28.875847406685352 17.177436955273151 20.130840174853802 17.471481569111347 154.26601887494326
leaf_count=6958 68 54 80 65 107 62 226 320 96 63 95 62 507
internal_value=-5.04952e-06 5.43604e-05 0.00253544 0.00450743 0.0106591 -0.000265128 0.00685202 -0.00113071 -0.00834877 0.00170282 -0.000119717 8.07446e-07 -0.000104447
internal_weight=2623.29 2607.42 299.161 253.712 121.712 2308.26 97.7203 132 45.4493 112.067 2290.99 2270.86 2253.39
internal_count=8763 8695 1011 861 413 7684 333 448 150 383 7622 7527 7465
is_linear=0
shrinkage=0.05


Tree=658
num_leaves=21
num_cat=0
split_feature=39 43 39 31 32 21 21 21 38 11 35 40 31 28 35 5 16 14 15 8
split_gain=0.590374 4.92274 1.19807 3.2413 3.64957 0.805613 3.22159 2.50141 4.54076 3.14292 2.94511 2.72043 2.48821 2.47701 3.45754 1.63174 2.56378 2.438 1.00601 0.349761
threshold=0.0014644093830212112 -0.5 0.0019043132611811658 -0.001135349838324266 -0.00018461401643211263 -0.007339469412413222 -0.0022045592878632797 -0.014036001387301971 0.044341457799576885 0.86342023241516297 -0.0097757959538007904 0.0052806022389176336 0.011146477547110701 0.074609987732119548 -0.0045189409722623522 0.055750246611824705 0.066530298221431874 0.80523440291814297 1.3257881242868963 -4.2872680251381583
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 7 13 9 10 11 -9 -4 -10 14 -7 17 -17 -8 -11 -3
right_child=2 19 5 4 -6 6 15 8 12 18 -12 -13 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.014383442451043359 0.033857181319360947 -0.018054980330658107 -0.009691885850685443 0.02416508720850076 -0.019225469457110414 0.0048638951410579483 0.038064125819123606 -0.015404561979591828 0.04937666575876154 -0.034409902790300297 0.0051523627074803995 0.0012437788450802556 0.007576976834912378 0.020366582037732776 -0.021894938221644508 -0.023823321964496824 0.0014660609138949852 0.0044914380706247972 0 -0.038240294458901952
leaf_weight=12.395230919122698 9.6126313097775 5.4424445070326328 69.542426174506545 8.1067040525376832 11.693731395527717 16.103269805200398 6.165765479207038 19.141567348036915 8.5020736427977663 9.2830217620357853 176.55017260089517 308.12233676249161 6.6895953761413685 5.2814287096261969 44.653542889282107 12.143498435616491 53.6939129200764 44.336524789221585 2.4011246664449564 6.875161796808241
leaf_count=59 65 49 707 55 90 215 32 239 64 198 1521 3369 66 55 505 184 786 397 40 67
internal_value=5.04698e-05 -0.00753951 0.000288517 0.0101792 -0.00117707 -7.80704e-05 -0.00299321 0.000799704 0.00518972 -0.00156595 0.00310921 -0.000758689 0.0314672 -0.0118156 -0.0147242 0.00197758 -0.00315171 0.00875622 -0.0270066 -0.0299414
internal_weight=836.736 24.7128 812.023 29.4131 19.8004 782.61 182.378 600.232 210.883 389.349 195.692 377.665 15.1917 66.0382 60.7568 116.34 65.8374 50.5023 11.6841 12.3176
internal_count=8763 175 8588 210 145 8378 2174 6204 1890 4314 1760 4076 130 775 720 1399 970 429 238 116
is_linear=0
shrinkage=0.05


Tree=659
num_leaves=17
num_cat=0
split_feature=41 39 3 27 5 33 40 32 4 29 42 41 5 1 36 7
split_gain=0.584485 1.3127 0.690352 3.26634 4.8722 4.19578 1.89395 2.76909 1.88978 0.990366 4.35522 5.05395 3.38841 3.52806 3.20898 3.15895
threshold=7.2174832749260042e-05 0.0045766770990103142 0.026017095402800835 0.0016748044131788093 0.016913789512658029 0.0042703287206451923 0.0030713528812234682 0.00016752097038412963 0.45723928576252332 0.0018767127444616618 0.68811710351099442 0.0012386474883750841 0.033882272560070606 0.036054277710441264 -0.00143915540372036 67.829700649489169
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 8 -4 10 15 -12 14 -14 -11 -8
right_child=2 -3 6 -5 -6 -7 9 -9 -10 12 11 -13 13 -15 -16 -17
leaf_value=0.017218322310683633 0.024440299668953825 -0.0031385914766451453 -0.013549089059093201 -0.014761820366821771 0.037696991489364201 -0.011554837315520008 0.00033745568939196567 -0.02637284364574087 0.011234360836289592 -0.0075374126405630994 -0.030016582068722455 -0.0047938314620536489 -0.015548301954191133 0.00012801179293417484 0.0076302549200849322 -0.016723165970880416
leaf_weight=15.305600568652155 12.733286324888466 15.55416803061962 15.195051148533823 15.340899489820002 12.928715407848356 21.736931703984737 1226.8364795520902 16.793763294816017 15.305949695408342 39.829246267676353 24.706195063889027 103.85305555909872 37.392393618822098 828.30829712748528 261.46170145273209 27.644936338067055
leaf_count=50 68 50 51 69 53 81 3935 91 51 120 78 326 112 2743 795 90
internal_value=-8.91412e-06 0.00681938 -9.0263e-05 0.00508491 0.0116312 0.00162936 -0.000217388 -0.0101213 -0.000952845 -3.13532e-05 -0.000938355 -0.0096995 0.00103927 -0.000545041 0.00560674 -3.58259e-05
internal_weight=2690.93 30.8598 2660.07 62.7398 47.3989 34.4702 2597.33 47.2948 30.501 2550.03 1383.04 128.559 1166.99 865.701 301.291 1254.48
internal_count=8763 100 8663 271 202 149 8392 193 102 8199 4429 404 3770 2855 915 4025
is_linear=0
shrinkage=0.05


Tree=660
num_leaves=30
num_cat=0
split_feature=14 43 13 17 5 25 40 38 40 16 29 42 42 42 15 42 21 30 14 42 40 3 5 16 3 40 35 25 1
split_gain=0.665164 4.25104 4.9492 4.37716 4.24884 3.52574 4.17569 3.47035 3.7597 2.84895 2.81411 3.09783 2.31032 3.60072 5.00254 2.82962 2.28307 2.24211 1.80516 2.14119 2.07034 4.11822 4.05105 3.05098 2.56139 3.97173 3.55786 1.92266 1.63324
threshold=0.42220808656236858 -0.37940952255126059 -0.2742170489715493 -0.38986357826799883 0.020838758415355447 -0.010954016024450508 0.0069835058055119905 0.0053384479003136818 0.0059143363367643925 0.043325517123476008 0.00074611950887837352 0.47169374247894302 0.62870651806822064 0.44209976460538719 0.50030002026077036 0.47848345753286303 -0.023736192513873464 6.542148708777125e-05 0.44528804705615432 0.53067781900935274 0.011591995535162681 0.083638347327019538 0.099891696737137867 0.10278487327606557 0.094760501358441593 0.012920261299514143 -0.0047309303246596537 -0.031629529574381289 0.10617722337975381
decision_type=2 2 2 2 2 2 2 2 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 10 5 17 -4 -7 12 -9 -6 11 -3 13 14 -1 -15 -10 -5 19 -2 22 28 23 27 26 -26 -23 -20 -22
right_child=18 2 3 4 9 6 -8 8 16 -11 -12 -13 -14 15 -16 -17 -18 -19 20 -21 21 24 -24 -25 25 -27 -28 -29 -30
leaf_value=0.031736538472038014 0.025600655097521127 -0.034152718268874685 -0.0085291898004970154 -0.0044002890461947502 -0.00031931063158742651 0.0083499817546086579 0.033084225873745307 -0.00080136220506339467 -0.015095806757062354 0.015081220341559896 0.0053321286339000238 -0.0047540037889473793 0.013997193949488793 -0.029720635814370944 -0.0093181543276030683 -0.0063445692900382655 -0.041226772430522918 -0.034140574139251027 0.011273191486544383 0 -0.010325251690043263 -0.012904916456338733 0.024644587492750506 -0.019020726803558343 -0.016745595690137539 -0.00023912709147886043 0.01765416787867859 0.00052318795596644515 -0.038204368081618784
leaf_weight=13.059291463345291 15.311426989734171 18.975289888679981 14.876000657677649 13.900179155170919 144.8605100363493 45.377899363636971 28.10324601829052 20.157718390226364 18.041599132120609 37.591092444956303 14.976565025746821 17.815158635377884 16.702846974134445 17.179421849548817 16.668184004724026 55.629989065229893 17.308759316802025 12.334541179239748 42.590681307017803 17.33387403190136 11.294073201715948 13.251057662069796 17.553056426346302 19.545473504811525 49.472305595874786 140.02634784206748 32.124427676200867 1728.7615874297917 11.075297037139533
leaf_count=44 50 67 50 57 475 141 83 63 60 131 50 59 55 60 66 185 55 49 153 55 44 52 65 97 180 534 110 5598 75
internal_value=-5.21963e-06 -0.00160127 0.00157591 0.00407582 0.000100644 0.0133973 0.0179098 -0.00796902 -0.0183031 0.00283284 -0.0126526 -0.0201039 -0.00310512 -0.00595065 0.00859549 -0.0119619 -0.0281117 -0.0186494 0.000390686 0.012041 0.000203575 -0.00398928 0.000802942 0.000565109 -0.00200884 -0.00458139 0.00861126 0.000785107 -0.0244596
internal_weight=2621.9 523.558 348.81 297.043 208.686 88.3571 73.4811 174.748 55.5081 182.452 51.767 36.7904 119.24 102.537 29.7275 72.8094 35.3504 26.2347 2098.34 32.6453 2065.69 257.244 1808.45 1790.9 234.874 189.499 45.3755 1771.35 22.3694
internal_count=8763 1750 1162 986 712 274 224 588 178 606 176 126 410 355 110 245 115 106 7013 105 6908 995 5913 5848 876 714 162 5751 119
is_linear=0
shrinkage=0.05


Tree=661
num_leaves=31
num_cat=0
split_feature=4 8 25 38 3 8 1 5 8 18 18 32 43 10 4 4 3 27 40 16 1 30 38 4 32 41 7 1 16 44
split_gain=0.580851 2.78546 5.2095 5.7649 4.1883 2.47325 2.42203 3.02312 2.0835 3.9343 3.04345 3.3766 2.50356 2.76307 2.17853 3.80333 5.1738 4.39244 2.507 2.87037 2.54129 2.17751 3.48894 2.07271 1.99705 1.86675 1.94542 1.75959 3.10387 4.07738
threshold=0.56548733000564355 39.673503495537084 -0.0052432359212262634 0.04362867292218154 0.04271805525161481 43.070141508420313 0.041180178043926367 0.04173550771639449 -31.986528753037636 0.34653976806090664 0.41918616969624384 -0.00044313083170111821 0.98296291314453421 51.466677096370482 0.34935733851070261 0.29939316443741204 0.053264411260459284 -7.1919729075430779e-05 0.0064143380771296155 0.0093514367464769144 0.039577218220010778 6.542148708777125e-05 -0.003477308460985928 0.47492690058479586 -0.0013053704280735861 0.0010126804258299719 34.983803928301946 0.014920371679028084 0.015828935564155346 0.60355339059327384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 -3 -6 -8 14 -10 11 -11 13 -12 15 18 17 -17 19 -1 -20 25 -23 -13 -24 -16 -27 -7 29 -29
right_child=1 5 3 -5 6 27 7 -9 9 10 12 23 -14 -15 21 16 -18 -19 20 -21 -22 22 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.028635567403993409 0.048937298114894008 0.024403465435994878 -0.023007769397820378 0.034028694262427009 -0.023703983098936343 -0.026850022880713059 0.036661360102901108 -0.003142953441556014 -0.021672060472423298 0.042517127135541843 -0.0037432872941537323 -0.011789952956601873 0.031814964925210507 0.010912928811675576 -0.036103622765077246 0.044001284321264628 -0.0041895427817728098 -0.0022234672003932062 0.025277490872963972 -0.016117909438757138 -0.0011619932705819642 0.023501035958897784 -0.02286085269906829 0.025352723945873637 0.0028961680241175562 -0.027107739244422221 -0.0020716335908444092 0.029614797615981042 -0.00090843032955984404 -0.011836186609252576
leaf_weight=3.7625582655891767 4.7677762992680064 10.746118377894161 52.883820616640151 4.6798824593424788 8.4260573573410493 5.8335146177560082 6.3442093376070288 17.639962115790695 12.192230107262729 12.109086539596321 71.296195141039789 7.3669755794107896 7.8479871042072764 57.993215168826282 8.9615620290860516 16.733394150622193 19.955859041772783 7.095333367586135 10.758351927623151 40.802290797699243 54.019814646337181 11.562248978763817 13.562201948836444 7.2808873150497675 16.064359730109576 11.579778762534259 24.679022258147597 18.896171927452091 281.90062532946467 8.3561211712658388
leaf_count=22 29 89 603 62 93 66 55 248 110 84 603 65 58 425 95 122 257 61 83 642 791 89 131 53 120 188 272 124 3048 75
internal_value=4.8215e-05 -0.00125568 -0.00880177 -0.0182331 0.00567659 0.000925842 -0.000664527 0.00728684 0.00137934 0.00551326 0.00757807 0.0230177 0.00451463 0.00279552 -0.00163974 0.0019161 0.014371 0.0300765 -0.00303416 -0.0121718 0.0031842 -0.00799384 0.000207321 0.00637993 -0.00876371 -0.0155581 -0.0102574 0.000101517 0.000634761 0.0167255
internal_weight=836.098 420.474 94.7417 57.5637 37.178 325.733 32.4102 23.9842 415.623 176.087 163.894 26.7569 137.137 129.289 239.537 153.128 43.7846 23.8287 109.343 44.5648 64.7782 86.4092 41.1888 14.6479 29.6266 45.2204 36.2588 314.986 309.153 27.2523
internal_count=8763 4492 1090 665 425 3402 396 303 4271 1398 1288 202 1086 1028 2873 1978 440 183 1538 664 874 895 340 118 251 555 460 3313 3247 199
is_linear=0
shrinkage=0.05


Tree=662
num_leaves=23
num_cat=0
split_feature=24 28 31 24 3 30 3 39 31 35 4 32 44 42 33 22 24 20 28 7 26 28
split_gain=0.585227 3.15694 3.00358 2.67508 2.71723 2.38041 2.54479 2.37866 2.29969 3.07222 2.18123 2.92955 2.16577 1.93945 3.09498 2.77731 3.50677 2.72914 1.88144 1.78652 5.25855 1.42676
threshold=-0.0032886977626552928 -0.038252618201315737 -0.0052583027344108241 -0.0025468837509891738 0.052124370492138639 -0.01965744978922826 0.13983441880511913 0.0074633542869581102 -0.0030940422823769183 -0.0037002004719229871 0.2700708835613343 -0.004549361235817566 -0.37940952255126015 0.13944682486771226 0.011541036760530513 0.17765163689112565 -0.0017642672737511551 0.88468681220975476 0.026460764265011937 26.928989245621 -0.0019294861308203947 -0.03944444709354044
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 4 -2 6 -1 -3 -4 18 11 -7 -13 14 -5 16 -15 -18 -10 20 -17 -21
right_child=3 2 8 13 -6 10 -8 -9 9 -11 -12 12 -14 15 -16 19 17 -19 -20 21 -22 -23
leaf_value=-0.016068205244314342 -0.00058118766791287642 -0.025117553113976426 0.010454477257681546 0.022291194006515285 0.024009747760220235 0.021624473782687007 0.0081311626516305767 -0.0032122683096924261 -0.0040746623878864579 -0.018760728511879349 0.024361254170477867 -0.018384980229428593 0.0065923466602132779 -0.031148191065576536 -0.0052956073837802185 0.016635894363040356 -0.015614736107988293 0.003287065709034856 0.012181520037322141 -0.005631254934574375 -0.011545537855438846 0.00023668673750259968
leaf_weight=22.635658413171768 20.633773967623711 29.857472203671932 29.559501320123672 24.156493213027716 23.572040490806103 17.423231847584248 20.43602842092514 22.174095414578915 95.84400349855423 30.960188508033752 20.00287764519453 14.249146476387976 21.537388630211353 14.529087647795675 17.031090565025806 52.266006380319595 31.895996272563934 46.554882600903511 21.693907037377357 109.18897386267781 23.912209272384644 1979.1133077554405
leaf_count=89 64 97 94 75 76 66 70 84 293 98 95 48 77 48 57 163 99 150 79 420 79 6342
internal_value=-8.04342e-06 -0.00192785 -0.00533084 0.000273721 0.0124433 0.00476142 -0.00447839 -0.0159022 -0.00220644 -0.00476566 0.0102642 0.00483519 -0.00323708 3.69795e-05 0.0107777 -0.000157241 -0.0086154 -0.00434434 -0.00102396 0.000204169 0.0077207 -6.79852e-05
internal_weight=2689.23 346.373 230.089 2342.85 44.2058 116.284 43.0717 52.0316 178.058 148.498 73.2126 53.2098 35.7865 2298.65 41.1876 2257.46 92.98 78.4509 117.538 2164.48 76.1782 2088.3
internal_count=8763 1190 745 7573 140 445 159 181 564 470 286 191 125 7433 132 7301 297 249 372 7004 242 6762
is_linear=0
shrinkage=0.05


Tree=663
num_leaves=29
num_cat=0
split_feature=14 43 13 17 5 25 40 4 29 16 26 31 33 33 7 21 14 40 3 5 16 3 40 36 36 41 1 0
split_gain=0.622036 3.99696 4.62915 4.10612 3.96919 3.28888 3.92443 2.91904 2.65401 2.65069 2.36448 2.2085 2.20346 3.66385 2.66179 3.41513 1.68399 1.95752 3.88835 3.77361 2.87477 2.40207 3.73129 3.52958 1.99902 1.73549 1.59501 1.56621
threshold=0.42220808656236858 -0.37940952255126059 -0.2742170489715493 -0.38986357826799883 0.020838758415355447 -0.010954016024450508 0.0069835058055119905 0.7266426858513193 0.00074611950887837352 0.043325517123476008 -0.00088184129346081746 0.00013116971650154095 0.010403241296991302 0.012862584260910843 59.282978387375216 -0.018938591033976233 0.44528804705615432 0.011591995535162681 0.083638347327019538 0.099891696737137867 0.10278487327606557 0.094760501358441593 0.012920261299514143 -0.0056709087945393524 0.023378845460887091 0.0035055683556391936 0.10617722337975381 0.49578814053267856
decision_type=2 2 2 2 2 2 2 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 8 5 11 -4 -7 12 10 -6 -3 -5 14 -14 15 -1 25 19 26 20 24 23 -23 -20 -18 -2 -19 -15
right_child=16 2 3 4 9 6 -8 -9 -10 -11 -12 -13 13 27 -16 -17 17 18 21 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.021213443734123861 0 -0.030313183815088726 -0.0082058331651222709 -0.0038286127839095409 -0.00031335517802169718 0.0080723369544992984 0.032068094746460177 0.011352134904567995 0.0051682707720528444 0.014539803792309514 -0.0040962531837088314 -0.033412975588378101 -0.031015729140283495 0.00047180841096011928 -0.018797795821025694 -0.0058600449758057643 0.0012450067173525843 -0.010012324391698779 -0.0099366726835427664 0.02383777417256136 -0.018548070595064213 -0.016279540524914492 -0.00025645954192793764 0.018892579321560257 -0.0051016751891929217 0.023137839848592506 -0.037756341036794872 -0.017136891747210527
leaf_weight=15.911524266004561 16.40221843868494 21.287754811346531 14.861881509423254 13.738346148282291 144.82630330324173 45.413223020732403 28.046403929591179 17.667095743119717 14.985830068588255 37.598555535078049 15.255708858370779 12.337826438248156 26.658797100186348 25.930163934826851 22.140440091490746 42.371943786740303 1636.8350391089916 11.261225372552873 16.434599921107292 17.479782395064831 19.3713851980865 49.299188625067472 139.89443948492408 28.855036050081253 133.92366038262844 16.276795350015163 10.798236502334474 23.559516534209251
leaf_count=50 52 73 50 56 475 141 83 60 50 131 53 50 85 95 71 143 5283 44 63 65 97 180 534 99 468 53 75 84
internal_value=-5.73827e-06 -0.00155083 0.00152994 0.00394505 9.18008e-05 0.0129745 0.0173329 -0.00773616 -0.0122656 0.00272684 -0.019546 -0.0180915 -0.0099278 -0.0160411 -0.00406462 0.00146912 0.000377015 0.000195986 -0.00388709 0.000778419 0.000549144 -0.001971 -0.00446449 0.00832208 0.000761918 0.0116237 -0.0239279 -0.00782762
internal_weight=2619.42 522.591 348.352 296.823 208.501 88.3215 73.4596 174.239 51.5293 182.425 36.5435 26.0762 156.572 76.1485 80.4239 58.2835 2096.83 2064.15 256.543 1807.61 1790.13 234.483 189.194 45.2896 1770.76 32.679 22.0595 49.4897
internal_count=8763 1750 1162 986 712 274 224 588 176 606 126 106 528 264 264 193 7013 6908 995 5913 5848 876 714 162 5751 105 119 179
is_linear=0
shrinkage=0.05


Tree=664
num_leaves=31
num_cat=0
split_feature=34 30 30 39 41 38 12 36 7 7 20 43 3 31 44 21 19 38 36 38 41 7 3 5 29 13 32 43 29 42
split_gain=0.581896 3.75786 9.03563 4.45986 3.80567 3.81742 2.8332 2.60542 2.06751 4.05802 2.0022 1.96927 1.62974 2.32275 2.09099 1.76841 1.55839 2.35825 3.55575 3.08826 2.26865 2.4913 2.30984 1.4084 2.08128 5.03905 1.26616 1.00349 0.458134 0.0296416
threshold=0.0040538732532542374 -0.0017039380658729888 0.0022645864886301618 0.0038866040558007075 0.0069350095548815103 0.0050238050029391976 0.035912054274633752 0.0011588541690142897 33.2382234238016 46.264743686076059 -0.1426643351350165 -0.25881904510252113 0.12378715089118235 -0.014233314597565402 0.25881904510252057 -0.060368242619433826 0.96278875959964283 0.02572395170551545 0.012281230552547819 0.032717793184703477 0.0011364742100873953 90.186870920919247 0.042928874716874475 0.037702785658863328 -0.0043856059245231385 -0.19418017302137194 0.00046067860935540219 -0.25881904510252113 0.0091199595735498313 0.55914877821604081
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 10 3 -3 7 -6 28 -5 -8 -10 11 -2 13 14 -1 -14 17 18 -15 -19 22 -22 -18 29 27 -26 -13 -25 -4 -12
right_child=1 2 6 4 5 -7 8 -9 9 -11 23 26 15 16 -16 -17 20 19 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00051867724840588716 -0.022427771792001006 -0.010676105302743532 -0.034480032313328628 0.022921605092242885 -0.015659432759242881 0.02937813833938327 0.032998089480786669 0.059389064701374665 -0.035239814760069751 0.0027600032771073961 -0.03532371285346967 0.03847669284149241 0.014945588685985667 -0.00037599905468421751 0.041760790250645739 -0.033445136070076452 0.018327033096676749 0.018922962316119351 -0.017916106917425567 0.00057245647685365828 -0.028296914273015585 0.007418329568955862 -0.015287262004983541 -0.03449237583808918 0.050360786848631128 -0.020518817555189438 0.0024739751207604609 -0.0059480887211635653 -0.0099136612924421805 -0.021649918337783548
leaf_weight=5.1197259617038053 4.1309839352034023 7.7546180747449389 7.3019821243360621 9.1415899097919482 6.8814886137843159 13.778260494582353 4.427335647866129 12.772268050350247 7.9259903212077907 55.410740228835493 6.7392025887966138 4.2579896934330446 2.3195337234064937 456.5543249049224 6.0697249327786267 7.1891373735852522 10.990257102996113 34.809200830757618 30.801802715286613 68.560431426856667 19.438995737582449 6.1921274196356526 9.296131872572003 7.1043534656055236 4.1223678085952997 5.9829477528110164 6.3381058583036065 6.3246866445988434 3.5791125949472189 3.9303397070616484
leaf_count=85 71 78 101 68 74 112 41 91 100 777 78 52 33 4314 64 204 68 274 317 749 284 66 129 123 36 90 71 128 42 43
internal_value=4.21007e-05 0.00258367 0.00708057 0.0236145 0.029988 0.0141327 -0.00345323 0.0445766 0.000291301 -0.00196455 -0.00915765 0.00598346 -0.000638439 -0.000327367 0.0221397 -0.0210877 -0.000733509 -3.46143e-05 -0.00149827 0.00681254 -0.00959647 -0.019479 0.00267877 -0.0158211 -0.00862655 0.00811605 0.0176334 -0.0215618 -0.0270186 -0.0309988
internal_weight=835.246 177.904 128.973 50.3282 42.5736 20.6597 78.6452 21.9139 67.7641 63.3367 48.931 14.7271 657.341 647.833 11.1895 9.50867 636.643 590.726 487.356 103.37 45.9175 25.6311 20.2864 34.2039 23.5344 10.1053 10.5961 13.429 10.8811 10.6695
internal_count=8763 2176 1484 423 345 186 1061 159 918 877 692 194 6587 6350 149 237 6201 5654 4631 1023 547 350 197 498 377 126 123 251 143 121
is_linear=0
shrinkage=0.05


Tree=665
num_leaves=12
num_cat=0
split_feature=0 17 20 0 7 34 39 28 40 34 37
split_gain=0.569204 1.16104 3.08972 1.74306 2.72205 1.02197 3.21882 3.61338 3.24444 3.01492 1.51588
threshold=-0.079528391707636689 -2.5318021100025949 1.0740493771311448 0.05065540230812441 20.268944373081599 -0.0058290667890815153 0.0046743033539438173 0.0076276186357238209 0.0057350697095890383 -0.0055101336168221762 -0.020390955024009446
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 -5 -8 -7 -11
right_child=1 3 -4 5 -6 9 8 -9 -10 10 -12
leaf_value=-0.0080268644107589979 -0.0082140151444957503 0.0024690297748540132 0.018835177825228963 0.0011719396498407215 -0.024671861549492715 -0.019597449846893655 -0.013935773353041345 0.033699869215760937 0.0027323471597352367 -0.0044019158673062912 0.00026241570171302829
leaf_weight=21.845518663525581 17.095115780830383 18.166562229394913 26.569446258246899 18.02019302546978 18.054723538458347 19.988490521907806 32.459686368703842 16.726826146245003 279.15297347307205 190.37888559699059 2028.4751448519528
leaf_count=72 54 58 86 57 60 63 97 50 934 673 6559
internal_value=-5.63335e-06 5.85387e-05 0.00813633 -7.44094e-05 -0.0109525 7.64878e-05 0.00260512 0.0170258 0.000976129 -0.00031257 -0.000135714
internal_weight=2686.93 2665.09 43.6646 2621.42 36.2213 2585.2 346.36 34.747 311.613 2238.84 2218.85
internal_count=8763 8691 140 8551 118 8433 1138 107 1031 7295 7232
is_linear=0
shrinkage=0.05


Tree=666
num_leaves=18
num_cat=0
split_feature=10 15 18 27 41 43 10 18 4 35 31 1 21 1 5 21 24
split_gain=0.619985 0.805345 3.09255 3.00836 2.54779 3.01842 2.65585 2.60182 2.6417 1.20156 2.0558 3.4951 3.16695 1.24594 2.64948 1.98964 1.07949
threshold=88.691940183317357 1.2335554779826619 1.0381111982202136 0.0027152996470171599 0.0082848665864557521 0.37940952255126054 72.563177900060438 1.0316899916223941 0.95344393049872644 0.0095766070353945371 0.0018410243990681656 0.035735737925438889 -0.030178346615275093 0.13770964538831579 0.12901575458955719 0.013665859882207492 0.018906129146980533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -3 5 6 -5 -6 -9 13 11 -11 -12 15 -15 -1 -7
right_child=-2 3 -4 4 7 16 -8 8 -10 10 12 -13 -14 14 -16 -17 -18
leaf_value=-0.00032128170678163786 -0.0098551347412082022 -0.013771324282799136 -0.017272778963749291 0.028998585833008458 -0.016451906943551996 0.0068391173842767133 0.0083091174331326855 0.010729592484451654 -0.013483548167418187 0.026561647071645818 0.016209083518798982 0.0039602958190700062 -0.0047888838001836805 -0.012919308039155197 0.0032445839566454474 0.016031597445524109 -0.012751541149039626
leaf_weight=1947.1159434057772 15.786079254001377 22.903174810111523 26.122592639178038 26.793594792485237 20.54850460588932 13.93543726205826 39.20866035670042 42.10856918990612 15.136139407753943 19.311451941728592 20.990390300750732 154.08551547676325 119.13849587738514 57.577591836452484 44.467186883091927 18.673695683479309 13.710427328944204
leaf_count=6360 68 83 99 84 69 45 132 142 53 57 75 547 391 256 179 68 55
internal_value=-5.84109e-06 5.23724e-05 -0.000195659 0.00314915 0.00544544 0.0110016 0.0168148 -0.00118449 0.00422783 -5.51264e-06 0.00287622 0.00652012 -0.00159855 -0.000444978 -0.00583048 -0.000162589 -0.00270722
internal_weight=2617.61 2601.83 2407.48 194.345 171.441 93.6481 66.0023 77.7932 57.2447 2381.36 313.526 173.397 140.129 2067.83 102.045 1965.79 27.6459
internal_count=8763 8695 8032 663 580 316 216 264 195 7933 1070 604 466 6863 435 6428 100
is_linear=0
shrinkage=0.05


Tree=667
num_leaves=18
num_cat=0
split_feature=18 21 20 17 10 35 18 40 31 30 9 7 2 17 10 20 20
split_gain=0.572152 1.35928 1.05804 0.888632 3.50608 2.36896 3.70924 3.3471 2.20534 2.87269 2.18596 4.16645 3.17504 2.35839 2.29319 1.37776 0.527869
threshold=1.2073454931770671 0.00089772857442038895 17.314721485414591 1.751662621706233 63.109029820642206 0.016960445748149259 0.95105429215704607 0.0059630410797231869 -0.003712964816015954 0.00089846091667718621 -13.238905574207822 90.186870920919247 0.90785047172860389 1.6260998138567835 81.026168520972121 -0.84383119188773115 -1.2953495665006336
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 8 6 -6 -7 -5 -10 12 16 13 -1 -14 -13 -12
right_child=1 -3 -4 4 5 7 -8 -9 9 -11 11 15 14 -15 -16 -17 -18
leaf_value=0.00017698238516831367 -0.033183163225443117 0.0069612666038585281 -0.023189205413367716 -0.0056793592216826255 0.026311874473020802 0.03889778266411522 -0.018015818791230123 -0.0010362915849060357 0.046590458142851378 0.0079644167113691999 -0.010809031134198632 0.03174606835697371 0.040160086154063343 -0.026660274407181092 0.0011626562476767721 -0.0022508240376189928 -0.029848600618583201
leaf_weight=678.39275586977601 4.0889240540564051 3.8630264201201499 4.711533364839851 5.8858878873288658 5.5190565828233948 7.0336332470178631 27.602677383460104 18.974520264659077 10.394582133740188 9.6550110790412855 6.0497301938012233 4.7759454119950533 8.4190350174903852 8.1840787334367615 7.261832555755972 7.0114914104342443 16.651478642132137
leaf_count=7002 85 47 97 57 42 48 320 232 59 107 79 45 59 86 72 74 252
internal_value=3.99561e-05 -0.0132159 0.000175123 0.000317961 0.00515611 -0.00149456 -0.010422 0.00967957 0.0204584 0.0283698 -0.000234493 -0.0125098 0.000362935 -0.000139475 0.022539 0.0112544 -0.0250636
internal_weight=834.475 7.95195 826.523 821.812 85.0654 59.1299 33.1217 26.0082 25.9355 20.0496 736.746 34.4886 702.258 686.577 15.6809 11.7874 22.7012
internal_count=8763 132 8631 8534 865 642 362 280 223 166 7669 450 7219 7088 131 119 331
is_linear=0
shrinkage=0.05


Tree=668
num_leaves=23
num_cat=0
split_feature=25 5 29 39 44 32 32 38 29 32 7 43 35 39 5 32 21 29 37 32 28 43
split_gain=0.573034 2.401 1.42828 2.86844 4.39342 4.19374 4.04578 2.55401 2.54223 2.6173 2.78163 2.63244 2.02969 2.74893 2.28515 1.91103 1.80671 2.96482 1.67474 1.52635 1.32943 1.21723
threshold=0.017308479585084698 0.076495906886290529 0.013366596187858073 0.014272607668373826 0.37940952255126048 0.0044895525200853706 0.0050678209380599568 0.036541370882780762 0.010393562773962974 0.0031388423920687696 86.423209400467172 0.25881904510252091 0.019514813932373091 0.0036353837435340549 0.048837245314428207 0.0028225533105733654 -0.037311347899400521 0.0073536756793326505 0.029662384565161685 0.0023434032931787595 0.10945859957457864 -0.37940952255126059
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 8 4 6 18 7 -4 9 10 19 -12 13 -10 -15 -5 -11 -18 -6 -1 21 -3
right_child=1 20 3 15 5 -7 -8 -9 12 16 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.00011456132967846969 -0.017315969996816092 -0.00015190203292039754 0.020313745202768779 0.0047877865715660901 -0.0024712598052835533 0.01364989965310749 -0.015732321391031926 0.0047262780938439547 0.010517943398137906 0.0062487673837099784 0.022921316283325124 -0.00077902590801027486 0.0080622941803573257 -0.023021743822115678 -0.0065386365769626907 0.028837788831542616 -0.030238928061899574 -0.0034370703019701572 -0.021842346082310692 0.0075647110798752071 -0.01014665298614816 0.021028826083799072
leaf_weight=2093.8224037475884 23.611523412168026 14.504939302802086 40.062224417924881 16.869766928255558 17.219891950488091 15.695092234760521 17.295732162892818 79.823754940181971 13.757752530276774 11.817224029451607 26.197476670145988 20.405606091022491 17.849799111485481 36.051620628684759 53.425400920212269 17.360025733709335 18.963210709393024 23.608373731374741 35.362596027553082 66.649084284901619 12.964953318238257 11.923344448208809
leaf_count=6739 78 56 135 59 55 57 58 267 46 47 84 66 61 119 181 69 69 77 119 217 44 60
internal_value=-4.86197e-06 -0.00471494 0.000106576 0.00378617 0.00152328 -0.00880094 0.00670091 0.00998939 -0.000261642 0.00011425 0.000383682 0.0124574 -0.00731764 -0.0100305 -0.013254 0.0171791 -0.0107081 -0.0155358 -0.0156103 0.000120364 0.00273598 0.00925873
internal_weight=2685.24 63.0048 2622.24 239.689 205.459 68.2776 137.182 119.886 2382.55 2261.46 2207.07 46.6031 121.085 103.235 89.477 34.2298 54.3888 42.5716 52.5825 2160.47 39.3932 26.4283
internal_count=8763 238 8525 819 691 231 460 402 7706 7299 7106 150 407 346 300 128 193 146 174 6956 160 116
is_linear=0
shrinkage=0.05


Tree=669
num_leaves=28
num_cat=0
split_feature=19 32 37 15 2 43 21 1 31 37 21 13 15 38 33 36 4 7 19 3 11 39 3 24 26 8 26
split_gain=0.618909 3.28174 2.09392 3.43485 2.13484 2.45727 4.19546 5.24868 3.71071 4.39208 3.87681 2.06085 3.5055 2.69137 4.17911 2.21364 2.24813 2.6627 2.02256 2.24908 2.00926 4.63502 4.21324 3.45217 2.91563 2.00803 1.9795
threshold=0.99938347718865661 0.00042284586995227166 0.011488096368276303 1.0166867745469317 0.46905988846339708 -0.70710678118654735 -0.023551790855718419 0.052182690930714336 0.0087493551495390638 0.048115174418121194 -0.014123102897289368 1.7265787464780062 1.0622313285401945 0.071056442142257717 0.012491627853627006 0.010304082297857843 0.80422483585134452 77.985049672731648 0.90869256900822726 0.039290757532413866 0.66521057345805945 0.010205359490305517 0.054748677680107882 0.015996291689022963 0.0027566072728489924 106.99649130235525 0.0024152815722749917
decision_type=2 2 2 2 2 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 25 3 20 -4 6 -6 -8 10 -10 -7 12 -3 14 -14 -13 -17 -18 19 -5 23 22 -22 24 -1 -2 -25
right_child=1 11 4 18 5 8 7 -9 9 -11 -12 15 13 -15 -16 16 17 -19 -20 -21 21 -23 -24 26 -26 -27 -28
leaf_value=0.00055766078542299582 0.0016072838559369478 -0.012772839749426499 0.013240781620702231 0.0024347977486331423 -0.015413559864530097 -0.0025434070616420328 0.022603823478303871 -0.00065969148894352207 0.0053767681183475649 -0.022411034133239777 -0.01548778647872575 -0.016149286462068448 0.009614740152246946 -0.0040127497808876492 0.037973191675562554 0.019162416340672575 -0.015233144583719063 0.0035110172085508181 -0.0004826064596379352 0.025435526742904786 0.0092341150852798867 0.029228426407585301 -0.0076413303984887056 -0.029773651601146429 -0.0068348749652278537 -0.021062624248459675 -0.0036902512776521334
leaf_weight=1366.2637452073395 16.426623672246933 13.45940078794956 19.041442576795816 17.176662996411324 28.857101157307625 107.38888212293386 33.342528760433197 86.750300172716379 98.195616859942675 16.501763837412 128.11771849542856 16.841507852077484 38.122922107577324 14.768143758177755 20.25453819334507 18.57774468511343 22.080277845263481 128.87257587909698 23.557569496333599 30.240644134581089 90.800390712916851 17.915413379669189 62.03047039732337 15.378185711801054 147.67010525614023 22.637847565114498 14.711677595973013
leaf_count=4596 56 45 76 55 95 355 101 294 330 81 438 58 123 54 67 61 78 451 75 94 272 58 199 54 465 76 56
internal_value=-6.67682e-06 0.00208075 -0.000291642 0.000517986 -0.00309089 -0.00372645 0.00162565 0.00577101 -0.00601691 0.00131928 -0.00961007 0.00403492 0.0104097 0.0147554 0.0195876 0.0010418 0.00278759 0.000727888 0.0112892 0.0172315 6.86138e-05 0.00521631 0.00235155 -0.000497709 -0.000160513 -0.0114225 -0.0172409
internal_weight=2615.98 312.042 2303.94 1785.74 518.195 499.154 148.95 120.093 350.204 114.697 235.507 272.977 86.605 73.1456 58.3775 186.372 169.531 150.953 70.9749 47.4173 1714.77 170.746 152.831 1544.02 1513.93 39.0645 30.0899
internal_count=8763 1069 7694 5924 1770 1694 490 395 1204 411 793 937 289 244 190 648 590 529 224 149 5700 529 471 5171 5061 132 110
is_linear=0
shrinkage=0.05


Tree=670
num_leaves=30
num_cat=0
split_feature=34 1 42 34 20 3 3 38 30 30 3 10 21 10 3 31 2 21 41 19 10 38 31 27 26 17 35 25 4
split_gain=0.549165 1.98121 2.13899 1.64492 3.20574 3.41877 5.12448 3.14575 5.15069 3.78883 3.09535 2.37191 2.29118 2.0027 1.54699 2.1555 2.13226 1.72364 1.49412 1.45995 2.64461 2.20117 1.28852 1.36466 2.92535 1.15173 0.7432 0.408957 0.127494
threshold=0.0096864835247308951 0.20700276483100497 0.95971317526489408 0.0040538732532542374 -0.1426643351350165 0.065064786491135687 0.058746759839346137 0.023282556966208737 -0.0017039380658729888 0.0012349945709197831 0.085620519059741593 67.490826163222167 0.0074842390184609317 46.790809989159463 0.12378715089118235 -0.014233314597565402 0.33911446861563527 -0.060368242619433826 0.015778179024674502 0.96278875959964283 73.145502645502475 0.02572395170551545 0.0085295060515764975 -0.00012353654629670415 0.011142183496778509 -1.1103622711068941 -0.0064509152210474588 0.0018663620899860101 0.5747601351788808
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 14 5 6 11 8 13 -10 27 -5 28 -6 15 16 26 -16 -4 21 -21 -17 23 25 -25 -2 -1 -7 -9
right_child=1 -3 18 4 7 10 -8 12 9 -11 -12 -13 -14 -15 17 19 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0.017301591963927145 0.0065776421858191984 0.028726872232561512 -0.006609166652551352 0.028841548372950245 -0.0037126761347604301 -0.034071649047379179 0.06775856603664597 -0.016324337394011301 0.03076880866569813 0.0018989940066657782 0.02866048186795532 -0.0073491100925670077 0.008527232059973619 -0.035215115082327518 0.014497662411258164 -0.0014574744377043548 0.041334611616934247 -0.033361965521255678 0.031137288063340419 -0.022475220959157917 0.0015662003871099476 0.0065604632937573751 -0.033619276119150852 0.027044077421912806 -0.015021976187610945 -0.027168082721960203 -0.019507431650019932 -0.0084526034246426417 -0.034553389367356704
leaf_weight=2.4815520402044058 2.8990547652356318 3.8868919387459746 4.8274313220754248 11.596789246425038 17.499677929561589 4.0569602800533158 6.2189453076571217 2.7257819045335081 20.692085752263665 25.976320448331535 4.5275309076532722 7.0300684645771971 5.0088273566216222 7.2703450648114076 2.3329472411423922 486.72293701814488 6.0193120967596769 6.9537118263542634 5.1587980324402452 20.730892025865614 24.556983265094459 103.75091318925843 6.4844989832490674 6.4807388130575481 10.990388798061757 11.596243141219018 2.7716144025325757 3.6612120401114225 9.1081931614316982
leaf_count=57 45 56 52 98 232 53 48 36 161 230 62 87 55 85 33 4631 44 204 50 279 268 1023 168 62 167 216 48 52 161
internal_value=3.88207e-05 -0.00490851 -0.00776426 0.00037696 0.00562636 0.0179427 0.0285866 0.0003806 0.00502355 0.0148448 -0.00330473 0.0149493 -0.0189307 -0.0132645 -0.000618887 -0.00031863 0.0212431 -0.0207799 0.01251 -0.000712078 -0.00935406 -3.93209e-05 -0.0131782 -0.00878387 0.000362552 -0.0200775 -0.00118675 -0.022822 -0.0309455
internal_weight=834.018 52.324 48.4372 781.694 125.373 37.0915 24.8458 88.2812 71.4384 46.6684 12.2457 18.6269 16.8428 24.77 656.321 647.034 11.2725 9.28666 9.98623 635.762 45.2879 590.474 38.4509 31.9664 17.4711 14.4953 5.25317 7.71817 11.834
internal_count=8763 816 760 7947 1360 400 233 960 708 391 167 185 252 317 6587 6350 149 237 102 6201 547 5654 658 490 229 261 105 105 197
is_linear=0
shrinkage=0.05


Tree=671
num_leaves=10
num_cat=0
split_feature=16 21 1 41 16 28 16 30 40
split_gain=0.57241 1.64612 1.47452 0.795512 0.933488 1.32093 0.923793 3.00193 2.01265
threshold=0.0078289340126600025 -0.01031228157754137 0.013179427324124379 7.2174832749260042e-05 0.010655420698068692 -0.0039663404234671325 0.013668448328850837 -0.0022616411342329143 0.0030713528812234682
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 7 -6 -8
right_child=2 -3 3 4 6 -7 8 -9 -10
leaf_value=-0.02058144795085208 0.01524944657672388 0.0054195852981802741 0.0081161791917483232 0.0037171179124507164 -0.013235107433093089 -0.014570435927284948 -0.013215090461801757 0.0082147191915256865 -4.3967584439416887e-05
leaf_weight=12.15834114700556 15.790624033659695 11.578754607588051 29.546232767403126 15.379256665706633 19.548303514719009 25.617827482521534 29.266335669904947 92.828667551279068 2431.8229107894003
leaf_count=59 68 46 95 56 63 95 124 305 7852
internal_value=-3.69418e-06 -0.00771908 6.35688e-05 -2.5807e-05 -0.000120039 -0.0075962 0 0.00443056 -0.000203156
internal_weight=2683.54 23.7371 2659.8 2644.01 2614.46 40.9971 2573.47 112.377 2461.09
internal_count=8763 105 8658 8590 8495 151 8344 368 7976
is_linear=0
shrinkage=0.05


Tree=672
num_leaves=18
num_cat=0
split_feature=5 43 12 5 23 5 28 44 4 38 5 39 42 12 5 40 40
split_gain=0.621496 2.15569 2.9354 1.12777 2.31297 1.24869 2.50397 2.21837 3.03735 2.61034 1.91173 3.05459 3.71733 3.53039 2.23237 3.66115 1.272
threshold=0.014101223325073237 -0.60355339059327362 0.020297267461554729 0.015666668775319057 0.012827039897346163 0.01860891240524648 0.019150520583218349 1.0000000180025095e-35 0.50488490023414445 -0.002661698601255091 0.024713127901306982 0.0029655066439390381 0.25383863451874195 0.026543404241693564 0.025964878153835847 0.0046457089340552005 0.0051752552695957703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 7 8 -5 -9 11 13 -13 -7 15 -12 -16
right_child=3 2 -4 5 -6 10 -8 9 -10 -11 14 12 -14 -15 16 -17 -18
leaf_value=-0.023319175491109682 0.022512617390661693 0.015487648686276671 -0.016212652479336644 0.0039051132923345572 -0.0043774859753321601 -0.00079078413082388959 -0.024196766327636166 -0.011556582899806787 -0.026589432416131605 0.015160109727713506 -0.019132223620122131 -0.023572540681001182 0.0028223976352513402 0.02048446517972824 0.0031182549989303044 0.0035391907834766141 -0.00046274267922233857
leaf_weight=12.547215752303599 16.338879093527797 16.301428604871038 13.021809108555315 15.485123872756956 15.025217182934282 31.100425198674202 15.340426445007322 13.712775796651838 16.566255152225494 26.269506894052029 39.516421094536781 14.594475790858267 143.92349091917276 50.229424655437469 286.08947075903416 31.725200708955526 1856.7323937080801
leaf_count=55 57 81 46 54 53 112 52 47 58 92 139 48 446 153 898 115 6257
internal_value=-6.21969e-06 -0.00604336 0.00123305 9.03237e-05 0.00949882 -2.41961e-05 -0.00589611 -0.00190131 -0.0117346 0.00586634 0.000183074 0.00442348 0.00034741 0.0122965 -0.000274207 -0.00897533 1.31485e-05
internal_weight=2614.52 41.8705 29.3232 2572.65 31.3641 2541.29 87.3741 72.0337 32.0514 39.9823 2453.91 239.848 158.518 81.3298 2214.06 71.2416 2142.82
internal_count=8763 182 127 8581 110 8471 303 251 112 139 8168 759 494 265 7409 254 7155
is_linear=0
shrinkage=0.05


Tree=673
num_leaves=25
num_cat=0
split_feature=12 1 40 29 24 28 1 24 27 8 21 40 44 28 10 40 1 36 14 12 5 8 21 29
split_gain=0.578814 2.86251 2.3785 4.83435 2.52244 3.00456 2.96707 2.61823 3.57489 2.28381 2.44263 1.68782 4.41028 4.70587 3.84286 2.72998 4.22186 5.27377 2.3294 1.94861 2.60166 1.65272 1.39404 0.62843
threshold=0.046440993233288839 0.03382730165923143 0.007870867204193048 0.0028885691178012212 0.019559970670084092 0.01595780957686942 0.084640416540228927 0.016193816101196707 0.0094978500430058614 93.851965615516647 0.0012048405340041855 0.0069835058055119905 1.0000000180025095e-35 0.03769849168122593 58.954232283464556 0.0081295567776729378 0.067391035494522744 0.003468695886357898 0.84045975486929381 0.065531601637228112 0.05673031641695974 -127.40006858656598 -0.011279355637019657 -0.005258868769980495
decision_type=2 2 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 -1 -7 -11 12 23 14 -14 16 17 -13 -18 20 -17 -21 -9 -3
right_child=1 11 3 -5 5 9 -8 22 -10 10 -12 15 13 -15 -16 19 18 -19 -20 21 -22 -23 -24 -25
leaf_value=1.5531995307819795e-06 -0.029637922826117304 -0.01035318985597292 0.038191457834323858 -0.011795409783204359 0.045434070485873647 0.033693544565316112 -0.029911799257562627 0.00036477253656875771 0.028584006359798658 0.018812490671929801 -0.018375199411900068 0.0007153733448151357 0.00037642031985983749 -0.034573015758313862 0.051093551421695964 -0.01534150790451577 -0.034576086524642655 0.031675291941335122 0.00059638779967274434 -0.032171206249630005 0.0011527031020860769 0.0033667919527797228 -0.031112918689351479 -0.035586341190423906
leaf_weight=424.35189364338294 8.7680170880630595 3.9449679562822011 11.870318929664792 7.8504696302115908 6.1590514611452845 5.585533324629071 8.3219210905954224 4.9158181939274064 11.138751585036514 7.4837771393358734 10.365280546247957 28.617224109359086 12.070725395344203 5.8988754586316636 5.4448860362172118 51.181421041954309 6.5976398121565607 27.013007903471589 14.936194189824162 3.262690605595707 43.776668109931052 101.0636785721872 10.008451569825409 12.708917969837783
leaf_count=3775 102 60 79 92 33 37 105 41 85 77 111 234 126 80 45 624 83 187 216 107 611 1599 112 142
internal_value=3.59651e-05 -0.00160437 0.00109615 0.0180813 0.000396427 0.0145253 -0.00050711 3.1595e-05 0.000750493 0.00603086 -0.00248659 -0.000802888 -0.0103866 0.003423 0.0166267 0.000571339 0.00856472 0.0158685 -0.0100588 -0.00250141 -0.00769169 0.00217776 -0.0204785 -0.030005
internal_weight=833.336 325.285 508.051 19.7208 488.33 29.5936 458.737 450.415 435.491 23.4346 17.8491 316.517 40.0684 23.4145 17.5156 276.449 77.1641 55.6302 21.5338 199.284 94.9581 104.326 14.9243 16.6539
internal_count=8763 4216 4547 171 4376 258 4118 4013 3860 225 188 4114 453 251 171 3661 720 421 299 2941 1235 1706 153 202
is_linear=0
shrinkage=0.05


Tree=674
num_leaves=24
num_cat=0
split_feature=38 2 5 27 27 39 30 27 5 41 7 19 28 40 36 28 3 5 4 3 10 41 30
split_gain=0.562331 3.89678 2.27887 2.19172 5.67363 6.14099 2.11963 6.27952 3.29239 2.97774 1.97004 1.90935 1.66905 4.76218 3.54413 2.28081 5.89306 3.76465 4.55804 3.08091 2.67011 2.18968 1.72952
threshold=0.00030233891926667594 0.39662156878189431 0.032353479739486664 0.003835105210087494 0.0016748044131788093 0.0075047041799262025 0.0024161804682214121 0.00060391117415164986 0.037921821547022984 0.0033525197926814513 64.325321198658784 0.4677884317570567 -0.016844164429876539 0.0051752552695957703 0.0065792867676975906 0.027632564409963287 0.083089895161055208 0.024713127901306982 0.64103765650157374 0.041320550001167904 42.923279364967563 0.0040622931349304304 0.0010878677721127287
decision_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=3 2 -2 4 6 10 7 11 -8 -9 -6 -1 13 -3 22 16 19 18 -17 -14 -19 -16 -15
right_child=1 12 -4 -5 5 -7 8 9 -10 -11 -12 -13 15 14 21 17 -18 20 -20 -21 -22 -23 -24
leaf_value=-0.00023817542322103859 -0.027858696622812908 0.019396332888834723 -0.0053740463269561882 -0.012531862655895259 0.016467016116564981 -0.0067069774961421086 0.030441349512908302 -0.02618490489553555 0.00024938781352243681 -0.001454107384153211 0.039073839545221062 0.0054237575649614712 -0.0033793276891763546 -0.028674724274643335 0.016823260419491236 -0.03599828391712228 0.029979350722305662 0.01611488427581759 -0.00079454868006053865 0.0040483316695666847 -0.0014076655829139628 -0.0099618360825761091 -0.0070737437639656689
leaf_weight=812.33094274997711 19.480324968695641 14.284387744963167 28.362233683466911 29.819719210267067 22.535899385809898 19.790193974971771 14.613465949892996 32.693643361330032 24.25971295684576 20.081382736563683 18.811220586299896 181.84565453231335 208.58564531430602 27.927272349596024 12.639149315655233 17.158075198531151 18.735746078193188 22.349772408604622 20.33011819422245 419.11819414794445 662.41018841043115 18.863467697054148 15.009205609560011
leaf_count=2710 63 47 88 94 72 60 46 101 80 60 55 606 740 98 50 54 66 67 61 1266 2158 69 52
internal_value=-3.24833e-06 -0.000645228 -0.0146726 0.000813661 0.00116605 0.0159752 0.000326226 -9.52353e-05 0.0117766 -0.0168897 0.0269423 0.000792866 -0.000180346 -0.00682416 -0.0119421 0.000247145 0.00240759 -0.00167968 -0.017093 0.00157202 -0.00082618 0.000645613 -0.0212739
internal_weight=2682.04 1505.25 47.8426 1176.78 1146.96 61.1373 1085.82 1046.95 38.8732 52.775 41.3471 994.177 1457.41 88.7235 74.4391 1368.69 646.44 722.248 37.4882 627.704 684.76 31.5026 42.9365
internal_count=8763 4879 151 3884 3790 187 3603 3477 126 161 127 3316 4728 316 269 4412 2072 2340 115 2006 2225 119 150
is_linear=0
shrinkage=0.05


Tree=675
num_leaves=15
num_cat=0
split_feature=39 32 32 36 1 28 33 10 33 38 16 33 14 40
split_gain=0.670236 2.40448 2.88995 2.64146 2.30746 1.61693 1.05049 2.57359 1.97522 2.54443 1.85862 1.19842 5.28183 1.54526
threshold=0.0019043132611811658 0.00031311404137417326 0.0005242303880770709 0.00074898986765359343 0.020612880729968443 -0.0023967633092303602 0.0050253463905245632 52.404634436774835 0.0056368600873113852 0.0053384479003136818 0.010381197529430203 0.0064053313347909452 0.78897623751724721 0.0039727627525096669
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4 7 -2 9 -8 -10 12 -12 -13
right_child=6 2 5 -5 -6 -7 8 -9 10 -11 11 13 -14 -15
leaf_value=-0.016729184815577496 -0.0019497628208431147 0.023003490816624415 -0.016985305365111582 -0.026270289041223995 0.0083338881103044073 0.0047625068819914683 -0.021605355313370517 0.025339737480871906 0.015098058901799894 0.0042718264409592824 -0.0089067429620979018 -0.0058075704232623537 0.018598311319202917 0.0001778910875059065
leaf_weight=16.825512379407883 21.570529855787754 14.215767610818146 13.723854914307593 18.866893406957388 19.746701315045357 21.793621018528938 23.267100378870964 13.973706245422362 20.693701460957527 15.489251449704168 30.78063241392374 113.17934001237154 39.619717344641685 2228.7830964569002
leaf_count=73 92 53 50 78 62 69 83 52 70 54 103 369 131 7424
internal_value=-5.69775e-06 -0.00391591 0.00398888 -0.0110916 -0.00307453 -0.0035245 0.000156474 0.00867943 3.15461e-05 -0.0111503 0.000212168 8.17814e-05 0.00650598 -0.000109467
internal_weight=2612.53 105.172 49.7332 55.4391 36.5722 35.5175 2507.36 35.5442 2471.81 38.7564 2433.06 2412.36 70.4003 2341.96
internal_count=8763 385 172 213 135 119 8378 144 8234 137 8097 8027 234 7793
is_linear=0
shrinkage=0.05


Tree=676
num_leaves=20
num_cat=0
split_feature=24 29 2 3 35 2 20 9 24 34 37 24 41 41 20 43 40 31 32
split_gain=0.547482 2.05544 1.49925 1.62512 1.66764 1.56279 2.41625 2.79474 2.2845 3.03119 2.11137 1.29945 2.13213 1.24311 1.85494 2.05414 2.52741 1.63223 0.509678
threshold=-0.0065070282297896463 -0.011761845572619943 0.27079744910878517 0.034476043844676368 -0.024232278098388179 0.33200529274671281 1.4890622008730634 -76.497386538948874 -0.0020278396253197851 0.003005926138264337 -0.010533677881803203 -0.0076961873242674074 0.0037766524672314286 0.014321179243691298 2.5750725561687378 -0.91597561503675329 0.0082347209293309638 -0.014829377726556023 -0.003365561249083159
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 18 3 -3 -5 6 7 -4 9 -7 -10 13 -13 14 15 -1 -17 -15 -2
right_child=1 2 5 4 -6 8 -8 -9 10 -11 -12 12 -14 17 -16 16 -18 -19 -20
leaf_value=0.024952308817339716 -0.0070522268278431144 0.014117862655457529 -0.02651887419839424 0.0097293661372132891 -0.034305323339786538 -0.029781245258618628 0.034887536998958621 0.013802431556944141 0.0093755806478186491 0.0052476964965312367 -0.00044834761369851207 -0.0013186147312022878 0.047475017371420646 -0.011280143856900123 -0.03315845299368117 0.012116166165597074 -0.019610893021218784 0.040914952608457608 -0.033409737845674456
leaf_weight=7.3991963965818242 3.6384047931060195 3.3128463863395146 5.8050566799938705 2.53507255623117 9.2284445092082006 14.462789255194368 8.0106816291809064 15.476865830831231 59.625273746903986 10.312385836616157 643.52795690344647 4.2095821099355799 4.2482015276327729 2.1108906962908804 4.149708305951207 11.442228539381182 13.439129834063349 3.9818490995094171 5.5351279107853752
leaf_count=79 88 64 102 48 203 157 73 146 556 81 6326 57 48 57 91 130 233 75 149
internal_value=3.75106e-05 -0.000284209 0 -0.0155634 -0.0243922 0.000308585 0.011614 0.00249759 -0.00014102 -0.0150374 0.000378797 0.00505786 0.0228737 0.00135164 -0.00203826 0.00189791 -0.00483028 0.0221339 -0.0236838
internal_weight=832.452 781.471 772.297 15.0764 11.7635 757.221 29.2926 21.2819 727.928 24.7752 703.153 50.9808 8.45778 42.523 36.4303 32.2806 24.8814 6.09274 9.17353
internal_count=8763 7993 7756 315 251 7441 321 248 7120 238 6882 770 105 665 533 442 363 132 237
is_linear=0
shrinkage=0.05


Tree=677
num_leaves=30
num_cat=0
split_feature=20 33 16 1 41 20 44 22 19 37 43 17 20 19 1 3 40 1 8 40 3 1 1 43 3 16 42 40 10
split_gain=0.574219 2.69989 4.25649 4.12357 3.70965 3.69536 3.51633 4.04837 3.36293 2.99041 2.69462 2.47193 2.28338 2.47957 2.32472 1.75527 3.12645 5.51064 5.82705 2.54789 3.01053 3.07861 2.88972 3.4516 2.38838 2.09808 1.93214 1.69737 0.902795
threshold=-0.16660443116753834 0.0091309531565687187 0.041703967402100028 0.036594784530664594 0.00041547767808222577 -0.31823512881947646 -0.5 1.0060270747796554 0.90093700544496347 0.018963608294691795 -1.0000000180025095e-35 0.94524009511308305 -0.06925911925912058 0.61269516166941196 0.069459901458228487 0.097879192322647635 0.010327729218490215 0.14273060193474266 -127.40006858656598 0.012992631994105348 0.20843457679627617 0.16831223492336214 0.07031854645024431 0.37940952255126054 0.088708068179234198 0.025421795333412437 0.28101917013081884 0.0061891676685151319 53.008055774013279
decision_type=2 2 2 2 2 2 2 2 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 -1 6 7 -5 28 11 -8 -6 13 -2 27 16 24 18 -18 22 21 -21 23 -17 25 -14 -24 -15 -7
right_child=12 3 -4 5 9 8 10 -9 -10 -11 -12 -13 15 14 -16 19 17 -19 -20 20 -22 -23 26 -25 -26 -27 -28 -29 -30
leaf_value=0.026834803057668333 -0.009820448945420869 -0.025184512123534182 0.027532360803058199 0.0094994900175322111 -0.0087227433401103407 -0.012639067958236442 -0.0098298296686384901 -0.015590531638506126 0.0011307271638710599 -0.017265544753864912 0.00059831981091231336 0.0080365042838603726 -0.0018566699688753775 0.010575072555839855 -0.0024805784617012053 0.014834139573593639 0.021071963875398416 0.020576816017544287 -0.013514134279056296 0.0020364400580451057 0.022472781974722522 -0.017491096916064125 0.0025671630001079266 -0.017372920525152009 0.018539023463482986 0.0017551965622386709 0.024872521606995102 0.031134133103779618 -0.029264262927193103
leaf_weight=12.84997411072254 13.653107903897761 20.394810408353806 17.534944579005241 117.71019210666418 32.527964763343334 15.229303091764448 108.86752066016197 18.396796151995659 23.326561346650124 23.596383299678564 141.61151087284088 66.647001400589943 768.69817766919732 24.353408664464951 15.843914493918417 17.65315418690443 13.24777492135763 15.941342514008282 129.47803571075201 74.824232883751392 12.79727631062269 27.374653622508049 14.009258180856703 15.547681868076323 17.524801149964333 842.67338694632053 36.127813957631588 18.588165387511253 22.737970672547817
leaf_count=42 48 59 54 391 110 49 376 60 76 78 496 216 2440 78 56 65 45 77 452 288 57 100 50 52 52 2642 126 56 72
internal_value=-4.2328e-06 -0.001338 0.00440907 -0.00322889 0.00136446 -0.00221255 -0.000389415 0.00606255 -0.0136104 -0.00128039 -0.0039163 0.0024861 0.000396062 0.00910997 0.0136007 7.52483e-05 -0.000417425 -0.00711603 -0.0102563 0.00453883 -0.000244538 -0.00315725 0.0111916 -0.000104897 0.000232398 2.90594e-05 0.018757 0.0196423 -0.0227777
internal_weight=2679.77 621.431 153.156 468.275 135.621 447.88 386.586 136.107 61.2938 122.771 250.479 99.175 2058.34 72.4386 58.7855 1985.9 1787.56 158.667 142.726 198.334 114.996 102.199 83.3379 33.2008 1628.9 1611.37 50.1371 42.9416 37.9673
internal_count=8763 2079 500 1579 446 1520 1323 451 197 404 872 326 6684 238 190 6446 5708 574 497 738 445 388 293 117 5134 5082 176 134 121
is_linear=0
shrinkage=0.05


Tree=678
num_leaves=18
num_cat=0
split_feature=39 32 32 36 1 43 14 13 34 39 8 34 16 28 32 5 5
split_gain=0.631327 2.26864 2.69363 2.49832 2.16877 2.12672 0.937394 2.98592 2.09977 0.931398 4.32757 4.33666 3.49693 3.47701 2.30876 2.08228 1.63249
threshold=0.0019043132611811658 0.00031311404137417326 0.0005242303880770709 0.00074898986765359343 0.020612880729968443 0.37940952255126054 0.048481558709501667 0.013322169114102321 0.00098723202669936971 0.0042581516941850566 -124.46775419619199 -0.0033898731579081738 0.013668448328850837 0.050400679378309249 0.00040122867379173557 0.020838758415355447 0.027832889760787616
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4 7 8 -2 10 -8 14 -11 -13 -12 -14 -17
right_child=6 2 5 -5 -6 -7 9 -9 -10 12 11 13 15 -15 -16 16 -18
leaf_value=-0.016286263946220177 -0.0086529639432212958 0.022267078676111031 -0.014542130318351644 -0.025637239449127963 0.0080299620830031129 0.0099258074236524205 0.021111618415812983 -0.02146622499697013 0.015390569420969611 -0.019284994577676837 -0.0032823816990498115 0.0016454699669366853 0.017698432693529897 0.018091814191053289 -0.020544047115735362 -0.0056246254294883644 0.00022534496382385541
leaf_weight=16.75942599400878 19.496133789420128 14.169218722730873 19.471784293651581 18.707255929708481 19.76448979228735 15.972948029637335 27.97835024446249 20.411505155265331 16.683385789394379 23.821640983223915 56.800846353173256 522.06962970271707 16.292724952101707 34.259602032601833 30.060564458370209 128.63081230223179 1609.3075956702232
leaf_count=73 64 53 66 78 62 53 89 72 59 87 179 1699 52 109 99 432 5437
internal_value=-6.32112e-06 -0.00380748 0.00387528 -0.0107938 -0.0030053 -0.00337823 0.000150873 -0.00620139 0.00230822 0.000299935 0.00188781 0.00104067 -0.000296709 0.00267032 -0.00933046 -3.49222e-05 -0.000205053
internal_weight=2610.66 104.845 49.614 55.2312 36.5239 35.4447 2505.81 56.591 36.1795 2449.22 671.169 643.191 1778.05 556.329 86.8614 1754.23 1737.94
internal_count=8763 385 172 213 135 119 8378 195 123 8183 2175 2086 6008 1808 278 5921 5869
is_linear=0
shrinkage=0.05


Tree=679
num_leaves=21
num_cat=0
split_feature=39 43 39 21 21 21 21 28 35 21 7 4 2 11 40 44 39 41 15 24
split_gain=0.583513 4.59134 1.1149 2.81309 3.03054 0.772947 3.21136 2.688 2.71953 2.2319 3.05569 5.23475 4.61131 3.01182 2.53103 2.0376 1.80859 1.59378 0.962734 0.327091
threshold=0.0014644093830212112 -0.5 0.0019043132611811658 -0.013841591676322288 -0.007619491710010886 -0.0069979573540354242 -0.0022045592878632797 0.074609987732119548 -0.0045189409722623522 -0.014036001387301971 74.540735267112254 0.69392153413089497 0.64956341206212576 0.86342023241516297 0.0052806022389176336 -0.70710678118654757 0.0025685586456512251 0.001699421696637538 1.3257881242868963 0.0016214923049417006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 9 7 8 -7 13 12 -12 -11 14 -4 17 -17 -8 -15 -3
right_child=2 19 5 4 -6 6 15 -9 -10 10 11 -13 -14 18 -16 16 -18 -19 -20 -21
leaf_value=0.013433207403163944 0.034333121102904707 -0.017757624053697834 -0.009393295189589446 -0.019562853539916818 0.018177498709288819 0.0025682134257115005 0.028492676710197645 0.021567720949910611 -0.022395810638949784 0.0041725722722522505 0.053845497229822639 0.0087458088196491757 -0.022967388397186629 -0.034332084327329392 0.0012119758697774086 -0.034637063622455382 -0.00083296044153001198 0.0049165829931240648 0 -0.03772596300365124
leaf_weight=12.417469155043365 8.2779327128082532 5.2399691948667151 68.704068155027926 10.114739721640946 10.998283077031372 14.456895949784665 10.028946560807524 5.1087285270914427 40.236662155948579 136.71266200812533 7.297560046426951 54.421096523758024 17.554810993373394 8.9053975460119528 306.5452844100073 4.1057021003216496 74.344910647254437 27.311709208413959 2.4012195030227295 6.7523693274706602
leaf_count=59 55 46 707 87 68 197 75 51 468 1241 53 468 187 198 3369 45 975 304 40 70
internal_value=3.76299e-05 -0.00755565 0.000274257 0.00981827 0 -8.10205e-05 -0.00300499 -0.0124143 -0.0157133 0.000763146 0.0048385 0.0142377 0.00103892 -0.00150167 -0.000718398 0.001818 -0.00270759 0.0114414 -0.0268246 -0.0296334
internal_weight=831.936 24.4098 807.527 29.391 21.113 778.136 175.594 59.8023 54.6936 602.542 215.986 61.7187 154.267 386.556 375.249 115.791 78.4506 37.3407 11.3066 11.9923
internal_count=8763 175 8588 210 155 8378 2115 716 665 6263 1949 521 1428 4314 4076 1399 1020 379 238 116
is_linear=0
shrinkage=0.05


Tree=680
num_leaves=31
num_cat=0
split_feature=31 38 30 12 12 21 33 23 12 23 24 42 5 33 15 23 25 12 39 30 0 35 10 4 5 23 3 2 3 31
split_gain=0.574037 3.69524 4.47011 5.33652 4.80944 8.54708 4.79848 4.54369 5.53682 5.89851 5.05205 4.04777 3.41916 7.70289 7.89373 6.93044 4.68341 4.18191 5.54292 3.66653 3.55997 3.0872 2.13283 4.05322 3.29976 7.50968 4.32481 3.22832 2.87268 2.74899
threshold=0.00093942940457225404 -0.032253892135619015 0.0017573458503117876 0.059706512401300003 0.04318160184497296 -0.020505166602779668 0.011291128154200301 0.016490304583974855 0.029719085943912083 0.018757200868389258 0.0088578877939437962 0.52356547766834949 0.040467460237013496 0.0101253338630916 0.98623304368994902 0.038986467962217178 0.0035792225105004531 0.027076097285619018 0.0019668890524378326 -0.00051687283984879439 0.1131604268711003 -0.0025971907754419039 65.27283868764188 0.86228558193257621 0.061388141879805132 0.047715923143755938 0.08012925940895832 0.56852106402723712 0.059337446756930479 -0.0046613220911022159
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 4 5 -3 -6 11 10 -10 -9 -4 13 16 15 19 17 20 -19 -15 -1 -17 24 -24 27 -26 -27 28 -14 -29
right_child=1 2 7 -5 6 -7 -8 8 9 -11 -12 -13 22 14 -16 21 -18 18 -20 -21 -22 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=-0.017981125290819491 0.02158410171467252 -0.038412014683841728 0.035824072469304143 0.013350932958437194 -0.04398342150986851 -0.00044497980799914483 -0.012277863714888732 -0.024003775161324726 0.025795136551570376 1.6166673950056231e-05 0.0022468087735077395 0.001990033725227896 0.0024473062867954635 0.02027902266761987 -0.010443718688484411 -0.013448086247958747 0.021419913951079485 -0.029626878534784257 -0.0021682684398842168 0.044935875563994962 0.0098484020001586309 0.01561793817509711 0.017457519603794099 -0.0079919640577849945 0.032024176831272823 0.0096526293243426077 -0.0053295785289740492 -0.0020294464171617256 -0.008910695577522703 -0.02816913502165886
leaf_weight=12.609814390540121 18.263856448233128 16.998362794518471 16.501227959990501 26.086241781711578 18.465961411595345 113.58753019943833 35.632224902510643 45.234233342111111 22.569268345832825 1067.8792724870145 30.194690220057964 19.651561811566353 92.056829623878002 69.921719439327717 28.871428370475769 19.588333606719971 24.663721486926079 19.446810558438301 322.6238212287426 19.990762963891029 111.24277015402913 16.943872317671776 36.900406070053577 26.717621646821499 18.111709848046303 65.87724644690752 177.58203654363751 16.018552035093307 138.46522349864244 29.118277952075005
leaf_count=41 69 48 62 84 52 347 106 170 68 3408 116 66 285 219 87 64 80 64 972 61 426 57 120 91 60 288 658 52 456 86
internal_value=-3.66202e-06 -0.000688794 -0.000981771 -0.00769701 -0.0107027 -0.00545102 -0.0232537 0.000192097 -0.000345722 0.000556621 -0.0134402 0.0176271 0.000778738 0.0033068 0.0130078 0.018406 0.000223331 -0.00089234 -0.00375211 0.0258605 0.00696243 0 -0.00193067 0.00669528 -0.00296251 0.00104367 -0.00125274 -0.00678108 -0.00435421 -0.019028
internal_weight=2677.82 1431.06 1412.8 210.77 184.684 130.586 54.0982 1202.03 1165.88 1090.45 75.4289 36.1528 1246.75 645.903 155.316 126.445 490.587 465.923 342.071 89.9125 123.853 36.5322 600.848 63.618 537.23 261.571 243.459 275.659 230.522 45.1368
internal_count=8763 4596 4527 637 553 395 158 3890 3762 3476 286 128 4167 2071 488 401 1583 1503 1036 280 467 121 2096 211 1885 1006 946 879 741 138
is_linear=0
shrinkage=0.05


Tree=681
num_leaves=26
num_cat=0
split_feature=20 44 3 5 40 5 15 34 2 1 24 27 3 40 21 31 20 1 4 16 21 5 16 31 39
split_gain=0.621635 2.44431 2.05452 2.81437 1.55297 2.39196 4.28107 3.26514 2.22623 1.4243 1.38512 1.23264 3.2646 3.45818 3.29662 2.21758 1.69703 2.43294 1.65318 1.40335 1.39573 3.9747 1.9298 1.16185 0.860035
threshold=-1.862395191848133 -0.5 0.070858042321652395 0.044475786339977778 0.010246188953248523 0.05673031641695974 1.0668456703415978 0.00186870701645403 0.72623370621725003 0.078372715519712186 -0.022162966821130444 -0.010362793760692329 0.08012925940895832 0.0070047632597483485 -0.033149079124906132 -0.0098431639785578149 -1.2953495665006336 0.052950097206417641 0.31996847911741483 0.075512040080440226 -0.033149079124906132 0.045397934772491579 0.10278487327606557 0.0062406408893529858 0.018633671603222882
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 -8 -7 -5 24 12 13 -12 19 -16 17 -13 -15 -14 21 -18 -22 -19 -2
right_child=10 4 -4 9 -6 8 7 -9 -10 -11 11 16 14 18 15 -17 20 23 -20 -21 22 -23 -24 -25 -26
leaf_value=-0.013047595780823793 0.0014854936913244248 -0.012660569880944494 -0.019317528010508404 0.020376358696069193 -0.0034361728614293405 0.029739615988948215 0.030980363210841494 -0.00073217336002805991 0.0055379390821526644 -0.00050094416242204838 0.0063565691037926197 0.0082279812079164207 -0.02806244958103736 -0.014857151167127172 0.011276781672249036 -0.0087622569072317441 0.018910429079851108 -0.005665352253458069 -0.037912142713695446 -0.003085581372468605 -1.3882687138227401e-05 0.00044013423229796283 -0.011059804299696298 -0.024601343576235803 0.019278023693235519
leaf_weight=22.915811128914356 14.035747095942499 23.876693867146969 17.661803498864174 15.97953236103058 26.947483286261559 22.566891826689243 16.134469933807853 15.624446876347063 17.458896741271019 15.677162095904349 13.086562246084211 13.720016360282896 11.491050340235235 23.036139346659184 52.265417631715536 18.390249520540237 37.157097913324833 15.411161616444586 12.878671716898678 11.958331167697905 1979.4328319877386 136.26777786761522 40.267246913164854 19.348224312067032 14.41861356794834
leaf_count=79 53 76 63 49 99 79 54 52 59 55 46 44 56 103 192 64 122 56 96 54 6413 489 196 67 47
internal_value=-7.45283e-06 0.00270646 -0.00454385 0.000172625 0.00701891 0.0100168 0.00319146 0.0152685 0.0193478 0.00991094 -0.000228754 -0.000361846 -0.00485976 -0.0153145 0.000541551 0.00598534 -7.22598e-05 -0.00931707 -0.0233456 -0.0156047 0.000130234 0.00443491 -0.00023712 -0.0163895 0.0107125
internal_weight=2608.01 194.843 72.2343 54.5725 122.609 95.6614 55.6356 31.7589 40.0258 31.6567 2413.17 2384.71 143.106 49.0014 94.105 70.6557 2241.6 48.4794 35.9148 23.4494 2193.12 173.425 2019.7 34.7594 28.4544
internal_count=8763 665 246 183 419 320 182 106 138 104 8098 7998 611 245 366 256 7387 167 199 110 7220 611 6609 123 100
is_linear=0
shrinkage=0.05


Tree=682
num_leaves=31
num_cat=0
split_feature=39 42 38 8 18 17 34 10 39 19 38 41 40 40 1 12 5 16 5 39 21 34 29 31 20 5 3 41 38 21
split_gain=0.594665 1.23995 1.95204 1.95614 1.67402 1.39133 1.37799 2.06552 1.36456 2.41643 1.41737 1.30987 0.984586 3.41338 2.44215 2.17574 2.10848 2.10803 2.08428 2.06977 1.97488 1.94374 4.406 2.17439 1.84981 2.95817 1.71764 1.91936 1.69721 1.67126
threshold=0.011487215153331879 0.91129957268285755 0.027751169402414847 -87.686548223711938 0.048495430043879677 -2.3834363268695515 -0.0027692910230674435 58.502880408221323 0.015315704334242628 0.88208384680243757 0.078479816274329553 0.017372497037376519 0.0073754352970243084 0.0076380508849767581 0.072176926531100818 0.046285447993078245 0.037702785658863328 0.053209830373279914 0.039116684033324862 0.0055392125211727932 0.00089772857442038895 -0.0091308852271960155 0.0039502814770188141 0.0097308499915061113 0.43844692581500727 0.051286553553195481 0.032266835123050737 0.0023389781464709871 -0.0011588524895002614 0.012045986646330361
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 5 -2 7 -4 9 -8 -10 -5 14 17 20 19 -17 28 -18 -15 21 22 -1 -23 -16 -26 -22 -28 -14 -27
right_child=1 -3 6 11 -6 -7 8 -9 10 -11 -12 -13 13 15 24 16 18 -19 -20 -21 26 23 -24 -25 25 29 27 -29 -30 -31
leaf_value=-0.0032731275814207109 0.012478765472782464 -0.032499344183083832 0.020256227229575888 -0.025259159963106959 0.021309435506291045 -0.032621544383222921 0.051030191932005323 -0.025760048708356971 -0.031485692740392979 0.0016770630707893302 0.023433792725605977 0.00054819397169905909 -0.0058873156088700964 0.030829611621621011 -0.027877416852309118 -0.018092898977882688 0.027995232137591641 0.043435939566839728 -0.00043809455997968094 0.0004288287094934988 -0.0079566133547664467 -0.00068307320022980244 0.051300100820161912 -0.024686712624743357 0.018582968787646446 -0.026876041030978993 0.032146233730246832 0.0021481029738413516 0.022557258524204662 0.010142743452291856
leaf_weight=9.7410180973820371 2.7676421264186502 3.6650108424946657 4.0463045714423078 18.012868922203783 7.3468230972066522 3.8055091928690654 5.304788704030214 5.6599040855653584 2.3308892543427637 4.9991525746881962 2.1175886769779027 6.2292280779220155 8.3301322981715256 11.036200733855368 13.429454027209429 16.285320352762938 6.6156435124576083 6.9410233329981557 154.64472523005679 11.951098412275313 7.2531725075095919 443.69843555707484 5.7054620906710616 9.561532508581875 8.6533846948295849 11.856964547652749 12.835614599287512 9.7398477820679528 12.941397747956215 3.8034377209842196
leaf_count=122 83 100 43 393 104 99 42 110 65 71 38 110 66 69 207 217 50 64 1875 87 63 4009 28 128 66 170 68 86 96 34
internal_value=2.98743e-05 -0.00450304 -0.00273558 -0.00985252 0.00478378 -0.0129802 0.00816008 -0.00605605 0.0178279 0.0278124 -0.00430292 -0.0184473 0.000429702 0.00317956 -0.000734282 0.000858522 -0.000992114 0.0194395 0.000714012 0.0153111 0.000185333 -0.000599498 0.0167633 -0.00120579 -0.0129816 -0.0044688 0.0126455 0.019491 0.0112087 -0.0175607
internal_weight=831.31 66.2857 62.6207 38.1621 13.92 6.57315 24.4586 9.70621 14.7524 10.3039 4.44848 24.2421 765.024 228.746 536.278 200.533 177.546 28.2126 161.26 22.9873 498.535 468.706 15.4465 453.26 37.7432 24.3138 29.8286 22.5755 21.2715 15.6604
internal_count=8763 1258 1158 789 286 182 369 153 216 113 103 503 7505 2524 4981 2298 2142 226 1925 156 4504 4287 150 4137 477 270 217 154 162 204
is_linear=0
shrinkage=0.05


Tree=683
num_leaves=10
num_cat=0
split_feature=16 1 24 41 16 28 40 40 44
split_gain=0.565949 1.38357 0.904776 0.748143 0.8407 1.20192 0.892571 2.21913 1.83223
threshold=0.0078289340126600025 0.013179427324124379 0.0017938823233357552 7.2174832749260042e-05 0.010655420698068692 -0.0039663404234671325 0.0030713528812234682 0.0040381606014398786 -0.78656609248549325
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 8 -8 -6
right_child=1 3 -4 4 6 -7 7 -9 -10
leaf_value=-0.016980280584397878 0.014835293027658729 0.0078925938817430066 0.0022512069831910828 0.0035360756538695675 0.0089670842287625785 -0.013956810004925791 0.0054390289435361713 -0.00027860516523796081 -0.012198826475602994
leaf_weight=12.413640446960928 15.66510673984885 29.423255309462547 11.140915699303148 15.33293743431568 13.627897832542656 25.290421321988106 182.87789504230022 2331.145374968648 37.948132123798132
leaf_count=56 68 95 49 56 47 95 584 7547 166
internal_value=-1.4953e-07 6.66737e-05 -0.00770167 -1.97669e-05 -0.000111312 -0.00723902 0 0.000135524 -0.00650289
internal_weight=2674.87 2651.31 23.5546 2635.65 2606.22 40.6234 2565.6 2514.02 51.576
internal_count=8763 8658 105 8590 8495 151 8344 8131 213
is_linear=0
shrinkage=0.05


Tree=684
num_leaves=15
num_cat=0
split_feature=27 41 18 37 5 27 40 44 2 20 20 10 11 43
split_gain=0.662932 2.80263 2.31931 2.65508 1.61448 1.59605 3.27057 4.2079 1.34422 1.10294 1.61596 1.28004 1.74962 1.6748
threshold=0.019580596370733151 0.0013798517222374477 0.97705873261018739 0.041989919776873948 0.09489100812327006 0.015631386973586594 0.010847213646235766 0.25881904510252057 0.80674307425087366 -26.062426785557836 -8.0889007666468498 79.890597484453323 1.1101125067970592 -0.70710678118654735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 8 -5 9 7 -7 -3 -1 -11 12 -12 -13
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 11 13 -14 -15
leaf_value=-0.01336589102903438 -0.019875598502809282 0.0023573007612615235 0.024361078323937017 -0.019962170076245542 0.0029960238711371524 -0.015517059668227652 -0.024826670164105478 0.013162767432671389 0.024431520238453623 0.01264408783040106 1.9233807818813097e-05 0.016968149906501112 -0.0091080513658905998 0.00057758176908154874
leaf_weight=15.106425777077673 10.31060562096536 13.967457637190821 16.352325603365898 13.651690371334555 16.538206402212381 24.899688541889191 19.680436436086893 26.044878907501698 14.727947778999804 25.469736739993095 2288.3841511905193 25.220710165798664 53.614155113697052 42.300709970295429
leaf_count=52 42 49 64 56 73 98 88 86 56 85 7583 82 193 156
internal_value=-8.14975e-06 0.00431585 0.00771941 0.00297982 -0.00725209 -0.000157046 -0.0075626 -0.000759781 0.0139061 5.46809e-05 0.00014054 5.77704e-06 -0.000187958 0.00678979
internal_weight=2606.27 85.5482 75.2376 58.8853 30.1899 2520.72 70.625 50.9446 28.6954 2450.1 2434.99 2409.52 2342 67.5214
internal_count=8763 340 298 234 129 8423 272 184 105 8151 8099 8014 7776 238
is_linear=0
shrinkage=0.05


Tree=685
num_leaves=12
num_cat=0
split_feature=39 43 39 10 10 5 5 16 28 23 28
split_gain=0.571399 4.33702 1.0056 3.17419 5.56259 0.781096 1.78498 0.722669 4.92978 4.48131 0.371587
threshold=0.0014644093830212112 -0.5 0.0019043132611811658 54.172169627129271 49.243258661166806 0.012293661449097408 0.013064596387952704 0.018955505805676245 0.0088797646923386864 0.018263392689513793 -0.00471321995423461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 -7 8 -8 -9 -3
right_child=2 10 5 -5 -6 6 7 9 -10 -11 -12
leaf_value=0.01270187568851661 -0.0018737247904994873 -0.016310150283140739 -0.019848306833771503 -0.0085191313573351087 0.056170088028525661 0.033470502659131256 0.0044046772676453556 0.044249572615480202 -0.015146156508443457 0.00016523706273745105 -0.037500831630341347
leaf_weight=12.467743422836067 8.9327224120497757 4.8752747187390924 4.8628370389342299 13.28051042370498 7.3184505067765704 3.8752211779355994 79.382974808104336 5.7210394646972409 53.901527768466622 628.95068779331632 6.8635016204789263
leaf_count=59 77 41 32 96 37 20 696 36 552 7042 75
internal_value=3.1763e-05 -0.00751447 0.00026544 0.00930693 0.0241432 -7.30554e-05 4.76142e-05 -0.000118869 -0.00346981 0.000577406 -0.0293345
internal_weight=830.432 24.2065 806.226 29.5317 16.2512 776.694 771.831 767.956 133.285 634.672 11.7388
internal_count=8763 175 8588 210 114 8378 8346 8326 1248 7078 116
is_linear=0
shrinkage=0.05


Tree=686
num_leaves=12
num_cat=0
split_feature=25 5 25 2 14 14 33 10 18 42 10
split_gain=0.565269 2.11011 1.35803 1.09867 1.80177 3.61221 1.40549 1.22035 3.51034 2.51478 1.08968
threshold=0.017308479585084698 0.076495906886290529 0.015784963283028548 1.0780525383030994 2.8985173673498852 3.0709694493388593 0.0101253338630916 77.878397626631241 0.74324825442291564 0.9199391054260192 83.023890616109085
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 -6 -5 9 -9 -1 -3
right_child=1 10 -4 6 5 -7 -8 8 -10 -11 -12
leaf_value=-1.7601530822439315e-05 -0.016526834033162342 -0.0044002062676553504 0.013101714760971012 -3.5719127669932253e-06 -0.02935375639234359 0.0025784196588069064 0.020550618997352218 0.0056759769969206746 -0.013514914875686838 0.0091630992853693246 0.012483311325017763
leaf_weight=2348.6592013090849 23.502132341265678 23.308846745640039 19.864004500210285 17.953831776976585 15.479975908994673 19.899881646037102 14.656281754374502 40.628482770174742 56.51904584094882 76.903363771736622 15.819413661956785
leaf_count=7620 78 92 68 65 49 66 52 148 205 252 68
internal_value=-5.20049e-08 -0.00469223 0.000110779 8.73999e-06 -0.000105756 -0.0112955 0.00911603 4.96351e-05 -0.00544001 0.00027178 0.0023127
internal_weight=2673.19 62.6304 2610.56 2590.7 2558.09 35.3799 32.6101 2522.71 97.1475 2425.56 39.1283
internal_count=8763 238 8525 8457 8340 115 117 8225 353 7872 160
is_linear=0
shrinkage=0.05


Tree=687
num_leaves=20
num_cat=0
split_feature=27 30 32 7 21 1 31 20 41 41 5 27 39 40 27 39 19 27 10
split_gain=0.651406 2.26578 2.20231 3.22092 3.0857 2.17735 2.01216 3.13133 1.3879 2.78837 2.80822 1.26338 3.86213 4.28097 2.91038 3.17953 2.65669 2.52035 0.711265
threshold=0.019131773324412498 0.013839707982852459 1.0000000180025095e-35 73.736157177331933 -0.0033713847204502028 0.12127047910074255 0.013692710503463171 0.66919640932798596 0.0026042634068931289 0.0061246260004277128 0.09489100812327006 0.012292226472267555 0.0078432894575863246 0.0063280649083089771 0.0097067527190228906 0.0057817823629547011 0.92032828282828472 0.0091489954729422045 54.347363146074862
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 18 -4 -2 11 -8 -7 -10 -11 14 13 -13 17 -16 -14 -1 -3
right_child=5 2 4 -5 -6 8 7 -9 9 10 -12 12 16 -15 15 -17 -18 -19 -20
leaf_value=-3.9562717764323412e-05 0.019264420219002713 0 -0.029509132735674012 0.016986380492938376 -0.0024468132486403517 -0.012163828719771983 0.027927696824509698 -0.0027133763516879882 0.018973548326620987 -0.018751015735776026 0.0083656634886475588 -0.0039529334196790498 -0.023594223945431883 0.026018126170141789 -0.018201521974885292 -0.0012861101840675293 0.0040335587866489947 0.014832534091767097 -0.014575283426692254
leaf_weight=2148.1387395337224 18.768400691449642 13.673550076782702 21.421754766255617 17.042544610798359 21.526869475841522 17.201195681467652 16.284950092434883 16.40149350464344 20.183524440973997 17.386242240667343 20.681095249950886 18.57495903968811 13.885072648525236 31.757328532636166 45.793822705745697 72.224997393786907 22.381535187363625 28.763245075941086 23.06029387563467
leaf_count=7163 65 46 85 56 77 73 53 50 82 68 86 64 49 103 154 238 83 91 77
internal_value=-7.60226e-06 -0.000162746 -0.0076634 -0.000816747 -0.0160982 0.00406967 0.000136002 0.0124387 0.000203363 0.00395561 -0.00390483 -3.12685e-05 0.0058912 0.0148724 -0.000257179 -0.00790183 -0.00644235 0.000155317 -0.00923589
internal_weight=2605.15 2510.93 96.725 53.7764 42.9486 94.2205 2414.21 32.6864 75.4521 58.2509 38.0673 2381.52 86.5989 50.3323 2294.92 118.019 36.2666 2176.9 36.7338
internal_count=8763 8389 341 179 162 374 8048 103 309 236 154 7945 299 167 7646 392 132 7254 123
is_linear=0
shrinkage=0.05


Tree=688
num_leaves=31
num_cat=0
split_feature=39 42 9 43 4 16 37 29 16 20 3 40 20 43 41 31 40 27 1 12 8 39 11 41 12 36 32 37 1 18
split_gain=0.571519 1.1969 1.86358 1.85256 1.58297 2.4768 2.12661 2.7018 2.09249 1.10215 0.972513 2.25882 2.79768 2.72165 2.84267 2.39087 3.08191 2.9485 2.19594 1.69428 1.78134 4.66928 2.4374 2.05417 1.9176 1.21188 1.02039 0.759188 0.147991 0.141896
threshold=0.011487215153331879 0.91129957268285755 -22.193992453397147 -1.0000000180025095e-35 0.4409025567988471 0.071228527977051467 -0.016125419302877083 -0.020863756603086477 0.11462535674331485 -0.89168723753226387 0.088708068179234198 0.0094206993973739682 0.47677046658667627 -0.25881904510252113 0.0066246012357909926 -0.010132526303410116 0.0073754352970243084 -0.0079266530973396542 0.072176926531100818 0.072304996869439933 50.957567723781722 0.0083661856224540743 0.37615413208849063 0.0038503276265878916 0.07733084485214857 0.0021086321232766107 -0.0032815647807075601 -0.0068518997905386838 0.052950097206417641 0.17699427319154962
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 -4 6 28 7 -2 -7 -5 11 15 13 25 -15 -1 18 -18 -17 -12 22 -22 23 -21 -24 -13 -14 -8 -6 -28
right_child=1 -3 3 9 5 8 27 -9 -10 -11 19 12 26 14 -16 16 17 -19 -20 20 21 -23 24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.02877511252315847 0.0069181656831722588 -0.032384538439209971 0.028881121666252108 0.014435140898505505 -0.015197593394229623 0.017600193660097206 0.033409094731230632 -0.033585386653709678 -0.032232059339176937 -0.031475219066446659 0.037639238928272561 0.036635944812619191 -0.0024824877231205537 -0.03008277351917793 0.014686615748404148 0.00019366101418171535 0.032964648177246994 0.0055705290806387954 -0.012439800074805864 -0.016255890438639689 0.044695635742122354 -0.021857324093799584 0.00679894890068641 0.023677716782851202 -0.029504844690266371 0.0029438365509653081 -0.01696581168678225 0.0048871699792254822 -0.03427206091861467 -0.034751772492070551
leaf_weight=6.6980288322083643 9.4594688876532018 3.5508227031677952 7.9943424761295319 2.2636490967124701 2.554950910620394 6.7384317149408144 4.7679717526771128 6.9620229462161669 2.9274813174270093 2.6239275550469738 4.1690281257033339 4.9024635711684841 4.2592928474769023 9.859368894249199 5.2598589761182657 497.81306209228933 10.723905731923876 120.91588036995381 36.800818209536374 4.3191787255927947 7.3414054261520487 3.8905142762232572 5.4248270168900481 10.911046118475495 9.7061125924810749 6.538002441637218 2.9488487513735882 5.49169655935839 10.466953384224324 11.749483766034244
leaf_count=130 224 100 91 31 34 109 42 190 76 79 40 37 52 160 69 4501 81 1049 462 51 89 91 58 128 181 87 49 65 217 190
internal_value=3.20173e-05 -0.00442905 -0.00270488 0.0140316 -0.00719257 -0.0168829 0.00089299 -0.0100504 0.00182018 -0.00934654 0.000423195 -2.04747e-05 -0.0107945 -0.000115383 -0.0141852 0.000702327 0.00101045 0.00786345 -0.000668792 0.00748272 0.00425707 0.0212123 -0.00190032 0.0119945 -0.0162015 0.0180072 -0.0254144 0.0188193 -0.031055 -0.0316601
internal_weight=830.033 65.8017 62.2509 12.8819 49.369 22.6878 26.6812 16.4215 9.66591 4.88758 764.231 718.469 45.5173 26.5597 15.1192 672.952 666.254 131.64 534.614 45.7621 41.5931 11.2319 30.3612 15.2302 15.1309 11.4405 18.9576 10.2597 13.0219 14.6983
internal_count=8763 1258 1158 201 957 436 521 414 185 110 7505 6867 644 353 229 6223 6093 1130 4963 638 598 180 418 179 239 124 291 107 251 239
is_linear=0
shrinkage=0.05


Tree=689
num_leaves=12
num_cat=0
split_feature=28 15 24 20 32 39 11 1 39 5 42
split_gain=0.58556 1.32449 1.23369 0.784303 2.92768 3.04719 1.90044 1.02384 1.80719 1.44582 1.10755
threshold=0.11463978327039731 1.2017100395466773 0.046733664364439091 4.7764982782858256 0.0042631696130474338 0.0035111092375820483 1.0589737029528676 0.24788131028754842 0.017564625369791448 0.075865761942592244 0.40521880286302625
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 -5 -7 8 9 -1 -10
right_child=1 -3 -4 4 -6 6 -8 -9 10 -11 -12
leaf_value=-6.3393306241157807e-05 0.0037476054884306499 -0.0179237206686233 0.013738432054710526 -0.022464335875895691 -0.02266035796506129 -0.002739761564190217 0.013869104395614349 0.011007316705490182 -0.014190201486749959 0.0044080140927284916 -0.0013866003948329478
leaf_weight=2238.3130484111607 13.31397667527199 14.133448690176008 16.313909646123648 13.126715630292891 17.822860270738602 43.938909213989973 27.840801224112511 21.480895638465881 34.755663886666298 196.39512909576297 34.668331917375326
leaf_count=7129 49 53 73 48 60 151 94 80 133 758 135
internal_value=-6.63402e-07 -0.00725462 7.30023e-05 -1.04351e-05 -0.00429265 -0.00035611 0.003643 0.000161927 6.64612e-05 0.000295404 -0.00787956
internal_weight=2672.1 27.4474 2644.66 2628.34 102.729 84.9064 71.7797 2525.61 2504.13 2434.71 69.424
internal_count=8763 102 8661 8588 353 293 245 8235 8155 7887 268
is_linear=0
shrinkage=0.05


Tree=690
num_leaves=10
num_cat=0
split_feature=33 27 33 21 5 5 1 1 31
split_gain=0.664373 3.02837 0.700444 3.72616 1.57337 0.697627 1.73004 1.47678 1.3714
threshold=0.0042703287206451923 0.0017861002146741169 0.0050253463905245632 -0.0077991028312612573 0.014101223325073237 0.015666668775319057 0.016033799871682797 0.018715346412295619 0.00052832981597151563
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -6 8 -8 -7
right_child=2 -3 4 -5 5 6 7 -9 -10
leaf_value=-0.029542028593850234 0.019151018111262821 0.010887364798775185 -0.015928274413192677 -0.012831902483376506 0.0091218819111156969 -0.0021091022503867082 0.010757791498070596 -1.3013013223040754e-05 -0.023662149254974257
leaf_weight=9.2497843317687529 23.502027310431004 8.8723512142896634 15.391256392002104 14.563799925148485 20.937555015087128 17.37241863459349 32.132451191544533 2448.0631159190089 13.542030870914457
leaf_count=76 81 29 52 59 69 66 117 8162 52
internal_value=-7.41003e-06 -0.00952283 5.77167e-05 0.00678194 -4.10615e-05 5.41608e-05 -1.98147e-05 0.000124942 -0.0117575
internal_weight=2603.63 18.1221 2585.5 38.0658 2547.44 2532.05 2511.11 2480.2 30.9144
internal_count=8763 105 8658 140 8518 8466 8397 8279 118
is_linear=0
shrinkage=0.05


Tree=691
num_leaves=31
num_cat=0
split_feature=30 27 19 31 6 42 30 34 21 40 33 1 42 44 41 31 42 42 26 40 41 42 12 44 30 19 41 15 26 42
split_gain=0.560362 4.04337 3.64255 2.93177 3.48717 4.82591 2.51513 2.66786 2.25746 2.63776 3.37479 3.16295 2.69878 2.5733 2.67187 2.31174 2.19437 2.54153 2.11718 1.9504 4.0389 3.13701 2.09486 1.83142 2.97385 1.74893 1.70358 1.60923 1.58694 1.3914
threshold=6.542148708777125e-05 -0.0012126654167657922 0.20560678106264413 -0.001504552158660167 34.034015135690957 0.32072858117165459 0.00031849741186617468 -0.00099323308755300244 -0.016472983876306631 0.0073456816810514901 0.0088682732631351919 0.043638906451472184 0.59744061514288482 1.0000000180025095e-35 0.0011364742100873953 -0.0029306233284858776 0.73191202393034438 0.61904761904761962 0.0047383580091633357 0.0032736909565163354 0.0019133981125425148 0.62579314340512204 0.025519272169834264 -0.70710678118654757 -0.0017039380658729888 0.93367527790381122 0.0034289964954087324 -0.20065771535960522 0.0056422388239753341 0.78061261847618235
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 5 23 7 -3 9 10 -1 -11 -13 16 -15 -16 17 -10 -6 20 21 -8 29 -5 -25 -18 -22 -24 -12 -21
right_child=1 6 -4 4 18 -7 19 -9 13 11 28 12 -14 14 15 -17 25 -19 -20 22 26 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0053230558454751718 0.0042517251766518863 -0.0052241648602556062 0.055548461418725506 -0.025115625842502438 -0.022602818119285745 0.038092499556056182 0.046533840042709607 0.03578350721343275 0.011077450297972934 0.033422583631130834 -0.035199674293624417 0.0031453541584809163 -0.023497577887104659 -0.021819058983862463 -0.004468441343452912 0.017654206388181572 -0.027293800009855353 0.040951072779996829 0.0085962721628408522 -0.031404464123566074 -0.025390392384415147 0.0084405710194987004 0.028339171729000773 -0.021709313485013763 0.020236685845868862 0.010713277258677616 0.0099039248493938675 -0.00092310958213341957 0 -0.0016755271392862544
leaf_weight=11.075470531359317 8.1583969672210497 6.2299978025257614 6.2505399771034709 9.4005636521615106 41.402234901674092 7.3174901176244012 8.9066761694848555 9.8705601021647436 56.32305761706084 6.6821186244487754 16.667627406306568 41.90783247211948 12.119974476285277 13.490687771700321 34.091693975962698 17.796607982367277 5.9241054244339448 8.3019128283485752 5.952462187036871 9.3051308412104863 8.111849417909978 14.702265363186596 4.6437742700800291 7.2526523740962174 9.7681237070355547 5.7729528145864606 5.5327951754443339 424.8953604020644 3.9399013631045809 7.4307059831917277
leaf_count=91 88 52 38 150 473 65 57 69 592 59 223 566 230 131 435 147 57 56 48 81 74 98 61 126 117 52 41 4384 40 62
internal_value=3.06912e-05 0.00105432 0.0270781 -0.00162268 -0.00981634 0.00233505 0.000288533 0.0196729 0.00119735 -0.00485234 -0.0165331 0.00117852 -0.00277141 0.00517782 -0.00203682 0.00304235 0.011418 0.0150497 -0.0185659 -0.000350526 0.0106105 0.0231581 -0.00127889 -0.00748588 0.0020488 -0.00818019 -0.0107471 -0.000588593 -0.0284901 -0.0185902
internal_weight=829.226 514.038 14.4089 315.187 81.0935 33.7388 499.629 16.1006 234.094 92.3929 31.683 60.7099 54.0278 141.701 65.379 51.8883 76.322 64.625 47.3547 483.529 37.2536 23.6089 446.275 26.4213 17.0208 11.6971 13.6446 429.539 20.6075 16.7358
internal_count=8763 5105 126 3658 979 458 4979 121 2679 1209 354 855 796 1470 713 582 757 648 521 4858 270 155 4588 393 243 109 115 4445 263 143
is_linear=0
shrinkage=0.05


Tree=692
num_leaves=31
num_cat=0
split_feature=20 20 26 32 40 40 10 40 14 42 27 20 21 29 37 27 37 2 19 21 35 25 19 38 1 26 8 31 20 30
split_gain=0.564799 2.35479 4.74703 2.39218 2.28833 7.18814 4.05166 3.34957 3.57286 4.31308 2.76003 2.37463 2.45793 2.06977 1.71852 5.75663 4.41564 3.48831 3.91721 3.75627 3.03757 2.91584 2.72291 4.29037 3.01604 2.64967 3.91015 3.77859 4.63496 3.155
threshold=0.61217505568642727 0.74146262438521993 0.0012349254644784624 0.00012721097001720292 0.011591995535162681 0.010327729218490215 42.095327186066243 0.016684974784509959 1.2958696799831808 0.34060472693815597 -0.0063639488265093396 0.80562122751486731 -0.012339080127538699 -0.003766966825390627 -1.0000000180025095e-35 0.0025793094227151564 0.00035053960794440014 0.51668792084658788 0.59623527327486869 -0.019049241207309314 -0.0022181077417011137 -0.00421629090720588 0.38415089868387814 -0.0096707321070269008 0.028731422925293699 0.00055810493584861293 -4.2872680251381583 -0.001812871709782687 0.5304737808121025 -0.0062819970779990431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 -2 5 11 -7 8 9 -6 -9 13 -13 -3 15 17 -16 22 21 -20 -17 -19 23 -1 -24 27 -27 29 -29 -18
right_child=1 4 -4 -5 7 6 -8 10 -10 -11 -12 12 -14 -15 16 20 25 18 19 -21 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0030004253791665499 0.00030000612596259887 -0.022054015768876917 0.031722532486812727 0.015513763483237892 -0.020197963910586165 -0.004553225566188434 -0.031379711784256539 0.0076583347030057293 0.022474665348633405 0.01362082660126405 -0.023766387005164993 0.0054118117602741794 -0.0011114017408419825 -0.0025419856176028756 0.024250210566285069 -0.002457793580178687 0.0089089217623689633 0.0036215130466586767 0.017208058914631476 -0.012610471351800984 -0.020016886218345267 0.030676862367828541 -0.023065891227118968 0.016243503949834644 -0.0035751325669509506 -0.025758034271121829 -0.00053415332806813602 0.01740369294291377 -0.0069694234297716876 -0.01381060141961017
leaf_weight=158.05242397636175 124.7302900031209 20.431731589138508 16.45897975564003 32.730251908302307 14.667428165674208 28.510020673274994 28.778024435043335 13.379565209150316 39.71317795291543 25.887813549488783 14.076438803225754 223.19480682909489 406.42325743287802 42.430503606796265 19.078474961221218 40.560772329568863 26.671195492148399 17.54415300488472 16.563619628548622 28.608800545334816 65.624162293970585 24.508414573967457 29.627770379185677 35.336043357849121 62.292919240891933 15.530098475515841 957.62461721152067 81.147620677947998 25.2703992202878 35.104105979204178
leaf_count=575 388 62 51 110 53 99 93 52 154 101 57 683 1337 131 62 129 110 53 50 90 212 77 103 117 204 51 3111 257 78 113
internal_value=-4.3404e-07 0.000914299 0.00621806 0.00350196 -0.000156196 -0.0011412 -0.0181475 0.00664784 0.0118267 0.00124716 -0.00829916 0.000260908 0.00119358 -0.00898823 -0.00057909 -0.00310072 0.000457046 -0.000158748 0.00857171 -0.00155245 -0.0133653 0.0195435 -0.00284742 0.000496572 -0.00992995 5.28555e-05 -0.000944431 0.00584993 0.0115679 -0.0039222
internal_weight=2670.56 1031.41 173.92 157.461 857.493 749.768 57.288 107.724 80.2684 40.5552 27.456 692.48 629.618 62.8622 1639.15 478.719 1160.43 372.534 87.225 45.1724 106.185 42.0526 285.309 193.388 91.9207 1141.35 973.155 168.193 106.418 61.7753
internal_count=8763 3371 549 498 2822 2405 192 417 308 154 109 2213 2020 193 5392 1610 3782 1269 270 140 341 130 999 692 307 3720 3162 558 335 223
is_linear=0
shrinkage=0.05


Tree=693
num_leaves=31
num_cat=0
split_feature=39 39 36 9 26 0 2 43 31 20 39 25 16 5 31 19 7 8 18 38 38 39 32 20 25 13 27 26 2 30
split_gain=0.617864 3.11761 4.13718 3.57517 3.28159 3.23511 3.09746 2.99442 3.05029 4.60938 2.91786 2.26148 1.80362 3.80082 3.74585 3.7218 1.84217 2.42471 1.70118 3.23406 5.07141 3.96537 3.40479 3.07654 3.89018 2.51358 3.84312 2.15165 3.16305 3.03565
threshold=0.0099226339083083107 0.0082998538929736753 -0.00013253663494150467 -28.329988757831917 0.013293330108093573 0.83749597591895164 0.6073920092261097 -0.5 0.004329149762212753 0.92198557373844314 0.0101009348105512 0.0015363659026337002 0.034152492292694618 0.049679661016492023 0.0021343095469531972 0.61269516166941196 89.465500686558627 79.67411851078414 0.25862894495714056 -0.0018918015807078967 -0.02130806693992959 0.0057817823629547011 -0.0015460016685109748 0.66134278537391444 -0.0056633284196837535 -1.0468838020921385 -0.0079266530973396542 -0.0040860706949975515 0.4118443785215688 -0.0061595546174937231
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 7 6 11 -6 -4 -3 9 -9 -2 -5 15 14 -14 -12 17 -15 19 20 21 -1 -22 -21 -25 26 -20 29 -29 -27
right_child=10 2 3 4 5 -7 -8 8 -10 -11 12 -13 13 16 -16 -17 -18 -19 25 23 22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.022773985337652101 0.019894524164982347 -0.026431874342961865 0.0011771189239268456 -0.0048837572331951566 0.017665528899231793 -0.0089463932325096005 0.026713624472482392 0.015386100645991222 -0.021298101927885518 -0.016710295999327635 -0.022851264866335409 -0.03340726186320795 0.03172385564997459 0.0015938636124289245 0 0.007774624104346442 0.014224906125478607 -0.0080860997860333142 0.0068806898476274888 0.030720225870257734 0.0027796880801686818 0.0012018601492362754 -0.012647171126893562 0.012246782705779419 -0.012238312178753895 -0.0041224766171660317 -0.022646968234720288 -0.011941273547612555 -1.3762391565526195e-05 0.016055721483117361
leaf_weight=34.169997334480286 20.764220759272575 30.949802219867706 35.402260784059763 13.637617692351343 18.254334326833487 30.023882657289505 18.121801346540451 23.684795759618282 25.703928202390671 21.008967250585556 22.432208701968193 15.228988386690615 19.881801605224609 285.56981840357184 17.598851099610329 17.333889648318291 22.158166848123074 83.426571879535913 17.043830290436745 16.072620883584023 64.016536846756935 57.744340196251869 79.632455870509148 75.268169656395912 20.395574323832989 30.329324319958687 29.826702654361725 57.906683325767517 1351.3173443898559 46.80850638449192
leaf_count=109 68 110 125 47 63 109 56 79 89 82 78 56 62 1057 57 55 79 312 69 50 200 188 270 230 71 134 96 209 4408 145
internal_value=-9.51011e-06 -0.00038221 -0.00585031 0 -0.0068542 0.00102813 0.00995002 -0.0134263 -0.00760814 0.000183467 0.00158959 -0.0201677 0.000763385 0.001719 0.0169092 -0.00939012 0.000246732 -0.000582735 0.00029005 0.00345087 0.000105316 0.00929187 -0.00574033 0.0104529 0.006967 -0.00042284 -0.0118114 -5.95822e-05 -0.000508238 0.00806219
internal_weight=2601.71 2112.55 232.016 130.669 77.1448 48.2782 53.5241 101.347 70.3977 44.6938 489.166 28.8666 468.401 428.635 37.4807 39.7661 391.155 368.996 1880.53 347.3 235.563 91.9143 143.649 111.736 95.6637 1533.23 46.8705 1486.36 1409.22 77.1378
internal_count=8763 6995 816 456 275 172 181 360 250 161 1768 103 1700 1567 119 133 1448 1369 6179 1118 767 297 470 351 301 5061 165 4896 4617 279
is_linear=0
shrinkage=0.05


Tree=694
num_leaves=22
num_cat=0
split_feature=12 1 40 29 24 1 28 35 15 24 27 39 41 32 4 5 28 20 33 28 27
split_gain=0.555964 2.70643 2.0052 4.19194 2.33039 2.75589 2.64613 3.93916 2.58776 2.46289 3.33306 1.71064 1.90368 2.5749 2.6989 2.17099 2.08661 1.73684 1.3426 1.31346 0.00116612
threshold=0.046440993233288839 0.03382730165923143 0.007870867204193048 0.0028885691178012212 0.019559970670084092 0.084640416540228927 0.01595780957686942 0.0043218022066823245 1.3161239709358228 0.016193816101196707 0.0094978500430058614 0.0025685586456512251 0.0077316112174685937 0.0037528470224893139 0.81977502036723549 0.083420245037824733 0.027351467231607727 3.2140727896286951 0.0099810029312231291 0.082868250816898026 0.00065353046559412677
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 20 4 -4 5 9 -6 -8 -9 10 -1 -3 13 14 -13 16 -14 -17 -11 -15 -2
right_child=1 11 3 -5 6 -7 7 8 -10 18 -12 12 15 19 -16 17 -18 -19 -20 -21 -22
leaf_value=2.2934816849629486e-05 -0.0211198719261846 -0.027591160069934541 0.034950158299082719 -0.011553043464649814 0.042720198132632912 -0.029480066304089808 0.039542586628722134 -0.025249533102289751 0.013325198745593337 -0.030800289312450352 0.027483586154413028 0.0016803302065182557 -0.019833899186073967 -0.02281390567039486 0.019392226699134266 0 -0.0018444370773519061 0.033975475902203484 0.00031342093096695329 0.0088314940771140518 -0.034337701744453129
leaf_weight=422.2461783667095 3.7930497974157316 5.7549320915713897 12.131550726480784 7.7510499870404592 6.2635590210557011 7.9310243800282469 6.2856419328600195 8.801180802285673 8.2450856156647188 9.670204993337391 11.257392499595879 175.20644978014752 33.74503231048584 14.238786425907167 24.58267967402935 20.373712128028277 32.098786415299401 4.4570110710337749 4.8849337864667168 3.9307051710784426 4.6782955871894956
leaf_count=3775 49 71 79 92 33 105 37 107 81 112 85 1996 537 249 255 431 452 76 41 47 53
internal_value=3.35547e-05 -0.00158073 0.00107465 0.016604 0.000425207 -0.000447915 0.0140024 0.00593012 -0.00633087 6.12853e-05 0.000753749 -0.000808343 -0.000283966 0.00223196 0.00389328 -0.00638249 -0.011156 0.0060688 -0.020086 -0.0156833 -0.0293182
internal_weight=828.327 322.859 505.468 19.8826 485.585 455.99 29.5955 23.3319 17.0463 448.059 433.504 314.388 308.633 217.959 199.789 90.6745 65.8438 24.8307 14.5551 18.1695 8.47135
internal_count=8763 4216 4547 171 4376 4118 258 225 188 4013 3860 4114 4043 2547 2251 1496 989 507 153 296 102
is_linear=0
shrinkage=0.05


Tree=695
num_leaves=12
num_cat=0
split_feature=15 0 11 27 11 28 12 4 4 8 38
split_gain=0.589743 1.02878 1.80662 1.53399 1.48364 2.87066 4.61688 2.87294 1.62477 3.09969 2.52161
threshold=-0.43164214086754593 -0.016932725742177707 -0.23805311480145847 -0.022441876307471447 0.08529954294622695 -0.043322990801489554 0.063586433093446651 0.19875307586768023 0.25888725648284189 -106.58523669229034 -0.0046698394607139196
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 -7 10 -10 -6
right_child=1 2 4 -5 8 7 -8 -9 9 -11 -12
leaf_value=0.0082098606140432271 -0.0093398523937993153 0 0.027620752385040172 0.022965795311457655 0.0093384323730062151 -0.019164613512081239 -0.0053907014841820056 -0.002404984681453861 -0.013014716606678384 6.9646189601096301e-05 -0.0015893768800963803
leaf_weight=21.590273521840572 29.490148723125458 13.488084815442564 15.518298525363205 15.687983378767965 116.05247814953327 44.348195470869541 32.368827842175961 62.179117135703564 46.113332189619541 2176.0488121546805 95.496146883815527
leaf_count=72 94 48 80 60 376 143 112 214 150 7110 304
internal_value=0 -6.84305e-05 3.44768e-05 0.012387 -0.000103315 -0.00485556 0.00523806 -0.00944048 0.000196339 -0.000200198 0.00438341
internal_weight=2668.38 2646.79 2617.3 29.1761 2588.13 154.414 47.8871 106.527 2433.71 2222.16 211.549
internal_count=8763 8691 8597 108 8489 549 192 357 7940 7260 680
is_linear=0
shrinkage=0.05


Tree=696
num_leaves=20
num_cat=0
split_feature=33 16 38 38 27 27 39 21 28 29 10 31 35 1 31 17 16 28 40
split_gain=0.874694 0.691944 2.88413 4.14417 3.16354 2.89471 2.10662 7.60274 3.38774 3.74969 2.69059 2.75413 2.50795 1.40146 3.4911 2.8721 2.26649 3.34388 2.08942
threshold=0.0039675278711387325 0.023626731376354421 -0.025344358576454503 -0.0204859518450447 -0.0037106383077098889 -0.00051836805008814029 0.0032181274883433023 -0.0066712280197685544 0.0096389662561739888 0.0098179287190866011 54.172169627129271 0.0013217093023833047 -0.0012333545372761876 0.034284359149424681 -0.00099823232628055308 1.3919306783004095 0.028531720750208798 -0.017390802759822719 0.0053386755865712241
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 -2 -4 -5 -6 7 10 -9 -10 12 -12 -3 14 -8 -16 17 -15 -18
right_child=1 6 3 4 5 -7 13 8 9 -11 11 -13 -14 16 15 -17 18 -19 -20
leaf_value=-0.013856738536041111 -0.018485999151206457 -0.011171180416254492 0.026042711225752371 -0.019298959595944392 0.0071645057750138463 -0.00017899127538113904 0.0207268634431125 -0.0070053886412982484 0.026106239824231259 -0.004884809165658352 0.0073359297132429592 -0.016568035784333489 -0.03664809346665595 0.011221192703418929 0.005248728033886897 -0.017979223263637798 0.0071874124438918623 -0.0086670189476280701 -0.00019429126767716448
leaf_weight=11.255978923290966 17.718511521816254 18.74787250161171 17.208228290081024 18.096192888915539 183.78245129808784 492.04231809452176 28.025282517075539 27.845162928104401 27.788915328681469 14.596991300582884 18.889350220561028 31.965831078588963 21.85003038495779 24.439293868839741 60.677548207342625 16.935159660875797 103.20208708196878 145.36268736422062 1319.3023805990815
leaf_count=70 71 62 54 62 607 1586 83 95 94 53 57 100 71 89 182 55 333 461 4578
internal_value=-8.77756e-06 5.00417e-05 0.00135748 0.00186146 0.00125093 0.00181135 -0.000459741 -0.00591175 0.00640565 0.0153294 -0.0154221 -0.00759419 -0.0250622 5.67909e-05 0.0056335 9.94159e-05 -0.000310374 -0.0057702 0.000338201
internal_weight=2599.73 2588.48 728.848 711.129 693.921 675.825 1859.63 161.684 70.2311 42.3859 91.4531 50.8552 40.5979 1697.94 105.638 77.6127 1592.31 169.802 1422.5
internal_count=8763 8693 2380 2309 2255 2193 6313 532 242 147 290 157 133 5781 320 237 5461 550 4911
is_linear=0
shrinkage=0.05


Tree=697
num_leaves=27
num_cat=0
split_feature=39 42 38 8 18 17 21 23 34 10 36 16 39 21 7 40 40 38 7 10 44 2 21 44 8 37
split_gain=0.548666 1.15875 1.75805 1.86522 1.51537 1.34244 1.26232 1.53054 1.22598 1.93661 1.31685 1.47158 0.925216 1.20814 0.902036 2.68943 4.26683 2.24765 2.15722 1.40331 4.44563 3.15243 0.870333 0.811914 0.715713 0.0737163
threshold=0.011487215153331879 0.91129957268285755 0.027751169402414847 -87.686548223711938 0.048495430043879677 -2.3834363268695515 -0.060368242619433826 0.037447358817389538 -0.0027692910230674435 58.502880408221323 0.025392697097492371 0.075512040080440226 0.011113637416383758 -0.019719062689450784 89.465500686558627 0.0081842497927603324 0.0074530524375226699 0.025237514878156512 88.525328159507495 80.340830431097473 -0.70710678118654757 0.94677441765415449 -0.00069772885779797132 -0.70710678118654757 -100.811084136058 0.043125816132329915
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 5 -2 -5 -8 9 -4 11 -10 14 -14 18 16 17 -16 19 21 -21 -1 -12 -17 -6 -11
right_child=1 -3 8 6 24 -7 7 -9 10 25 22 -13 13 -15 15 23 -18 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=1.0647942496361189e-05 0.012212406858553553 -0.032286553550151711 0.019350057415590392 0.015628662570641005 0.0040042732849340746 -0.032462990841581496 0.005766987125779899 -0.028204578426086979 0.0056594786401076647 -0.032406295365378666 0.017003909898794158 0.049028813591408746 0.035092732995749575 -0.00024830417592646168 0.028390467108203268 0 0.051553690444645195 -0.0060573944450657349 -0.028613635506654769 0.023733401669859315 -0.031560164204099905 0.027099440422010068 -0.019448423643203885 -0.033152472538458065 0.036728452754950784 -0.01365220374514633
leaf_weight=683.79704060009681 2.7778960871510208 3.4470382244326165 4.0536285573616642 2.2612049207091323 3.9292100127786398 3.6368366414681059 3.7595278322696748 17.539316168054938 3.9744148915633541 3.0790713126771152 3.3027647100389004 4.4760509496554732 4.3081778949126601 4.7463515610434097 6.7341055609285894 3.8639234509319067 6.2186798937618724 14.93294198438525 6.503487584181129 5.1088187918067005 11.503611212596295 10.817633016034959 3.0513813109137109 3.9543972909450522 3.4700413593091071 2.4126134137623012
leaf_count=6692 83 100 43 39 58 99 32 432 68 65 47 41 52 50 50 38 44 142 83 34 160 92 60 68 46 45
internal_value=3.07585e-05 -0.00436244 -0.00267241 -0.00953342 0.00475013 -0.0124584 -0.0181043 -0.0219756 0.00764978 -0.0059046 0.0167055 0.0295209 0.000413331 0.0162206 0.000214602 0.00796292 0.015319 0.00450052 -0.000164934 9.21587e-05 -0.0142163 0.000443555 0 -0.0175049 0.0203028 -0.0254529
internal_weight=827.66 65.171 61.724 37.374 13.814 6.41473 23.56 21.2988 24.3499 9.54531 14.8046 8.45047 762.489 9.05453 753.435 35.704 27.8857 21.667 717.731 711.227 16.6124 694.615 6.35415 7.81832 7.39925 5.49168
internal_count=8763 1258 1158 789 286 182 503 464 369 153 216 109 7505 102 7403 342 236 192 7061 6978 194 6784 107 106 104 110
is_linear=0
shrinkage=0.05


Tree=698
num_leaves=31
num_cat=0
split_feature=31 28 44 33 27 31 0 27 26 21 5 34 27 30 28 19 12 3 39 33 6 20 19 33 28 3 1 20 31 16
split_gain=0.591586 4.51996 3.18004 5.62628 3.02497 2.91141 2.93948 4.629 3.38224 2.83895 3.9069 2.24938 2.17387 4.84465 3.64599 4.63727 3.29051 4.21821 3.19746 3.13686 2.11131 3.33682 1.91961 1.64803 1.57155 6.5925 9.71708 8.2955 4.31498 4.60699
threshold=0.004329149762212753 0.020248279938613441 -0.12940952255126037 0.0093761712901921316 0.0063425020462214146 0.0035927797292329053 0.84531574929560105 0.0019955699284030484 -0.0032210646846098875 -0.0094916221677812801 0.03647150252124564 -0.003464987752065773 0.0022180114208521636 0.0078816678395305321 0.039073950988631402 0.68379703658886115 0.038483729674413346 0.060683452342072598 0.0049792798396843651 0.0087889865713043011 25.499028969314292 0.80562122751486731 0.8228121257696307 0.012747612206622846 0.019913795886151511 0.034782377029163571 0.02130608978330813 0.24663050405696574 0.0013709435573821345 0.012348248462226581
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 9 -4 23 24 7 8 -7 10 -2 -9 20 16 15 -15 18 -18 -14 -16 -3 -22 -6 -5 28 -26 -27 -28 -1 -30
right_child=1 12 3 4 22 6 -8 11 -10 -11 -12 -13 13 14 19 -17 17 -19 -20 -21 21 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.0003845039982449676 0.013038773321288964 0.02739727624682969 0.021762927887178041 -0.025359409312751175 0.017321289678197464 -0.015877975504270819 0.0095061639373016787 -0.0073873186117444437 0.014859625350348286 0.0016873309322268976 0.045503869295935397 -0.033713646050787409 -0.0078625045827881174 -0.015673212816187009 -0.022736184843265381 0.015850232713529949 -0.026005575569646784 -0.0055589809837544614 0.016547136588034753 -2.3534244970927849e-05 0.013245107237233728 -0.014773400370211014 -0.0059559300818934242 -0.0033843103127832647 0.036962372613021675 -0.033979849067863804 -0.0045493455084411683 0.011759167902535887 -0.03073445758459338 -0.0050164630627791452
leaf_weight=1147.3626066818833 25.775707453489304 11.84744833409786 28.651617616415024 18.055173188447952 17.909048929810524 17.716505616903305 16.730236694216728 12.574187211692331 17.866791382431984 19.353907480835915 15.075074210762976 26.373370371758938 38.896902978420258 13.781999558210371 15.731419660151003 69.411721803247929 44.070225268602371 60.858830213546753 20.333047702908516 393.78755507431924 31.150939032435417 15.897037267684935 16.933659039437771 17.285679280757904 13.606383994221686 18.067271769046783 154.8711431324482 156.30752995982766 19.204821240156889 190.9758568815887
leaf_count=3884 85 46 91 53 55 53 55 45 54 59 50 99 122 42 50 229 139 188 66 1320 99 54 54 54 48 53 466 480 70 600
internal_value=0 0.00106475 0.0086886 0.00310269 -0.00446412 -0.000521388 -0.00921685 -0.0134938 -0.000305752 0.0177555 0.0252233 -0.0253829 -0.000623218 -0.00145525 0.00101455 0.0105554 -0.00889477 -0.0142107 0.000446572 -0.000913571 0.00855861 0.00366063 0.00588073 -0.0147921 -5.12438e-05 0.00296981 0.00153906 0.00362763 -0.000818068 -0.00740367
internal_weight=2666.46 874.807 159.04 98.8352 70.1836 1791.66 91.2611 74.5309 35.5833 60.2047 40.8508 38.9476 715.767 656.872 492.713 83.1937 164.159 104.929 59.23 409.519 58.8954 47.048 34.8427 35.3409 1700.4 342.852 329.246 311.179 1357.54 210.181
internal_count=8763 2856 501 307 216 5907 306 251 107 194 135 144 2355 2156 1641 271 515 327 188 1370 199 153 109 107 5601 1047 999 946 4554 670
is_linear=0
shrinkage=0.05


Tree=699
num_leaves=16
num_cat=0
split_feature=33 19 42 15 0 27 43 38 25 15 9 29 0 0 36
split_gain=0.838316 0.678543 2.27012 2.18066 3.82212 2.38611 3.16674 2.36494 2.70064 2.25854 2.06831 1.48206 1.40447 2.09881 1.29525
threshold=0.0039675278711387325 0.99938347718865661 0.9136086747752824 1.1068346815573638 0.84531574929560105 0.0097067527190228906 -0.5 0.020039002774792095 0.0013377873563218195 0.99222700655362428 -15.915680176845811 0.029334262510806289 0.89898160110639858 0.7651652557199623 0.0093141709652916366
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 9 5 14 -7 8 -6 -3 -9 12 13 -2 -5
right_child=1 3 -4 4 7 6 -8 10 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.013600774139111052 0.00032677286580358174 0.0066030833958166685 -0.018425580642776895 0.013615718890375762 0.0055611356412268867 0.023000139913742522 -0.0070108463557865793 0.016641897646593674 -0.019696067732451937 -0.016475624278871417 0.00072201197879623584 -0.013587310354404284 0.014325291667531118 -0.005640174569573525 0.034067374528300311
leaf_weight=11.199240092188118 2065.3820163086057 16.449821464717388 16.950635604560375 17.494584329426289 16.947963319718838 14.499552279710768 21.661171816289425 24.476516857743263 26.862518139183521 28.353707149624825 124.92047469317913 20.113068019971251 16.90979789942503 158.56077704578638 16.108875930309296
leaf_count=70 6883 54 62 57 57 48 81 84 91 95 440 99 61 527 54
internal_value=-9.72666e-06 4.77294e-05 -0.000248053 0.0022525 0.00400272 0.014027 0.00491517 0.000351857 -0.00982111 -0.00789499 0.00337309 -0.000108755 1.05934e-05 -9.66398e-05 0.0236402
internal_weight=2596.89 2585.69 2277.92 307.775 262.972 69.7642 36.1607 193.207 43.8105 44.8035 149.397 2260.97 2240.85 2223.94 33.6035
internal_count=8763 8693 7632 1061 912 240 129 672 148 149 524 7570 7471 7410 111
is_linear=0
shrinkage=0.05


Tree=700
num_leaves=17
num_cat=0
split_feature=18 21 20 5 9 35 18 31 42 28 31 10 9 15 0 1
split_gain=0.551883 1.29341 0.859019 0.947618 0.81725 2.51515 3.22911 2.48755 2.12712 2.36429 3.26385 1.40359 2.73363 1.90992 0.587545 0.0620443
threshold=1.2073454931770671 0.00089772857442038895 14.004640023949307 0.04374368045036274 -8.5986285679773911 0.00540120038510672 0.91501454938850479 -0.0019416542857956947 0.89247776982033422 0.040677393624798906 0.0085295060515764975 69.816146310862436 -14.151997240232481 1.2777077242755983 0.84124183307149536 0.045239333134360619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 8 -6 14 -8 11 15 -11 12 -1 -13 -7 -10
right_child=1 -3 3 -5 5 6 7 -9 9 10 -12 13 -14 -15 -16 -17
leaf_value=2.4582340400532129e-05 -0.033094709613670045 0.0064485377086424701 0.0065322935928120249 -0.032623674716170468 0.033743133952373133 -0.034077228857058418 0.032848696907123644 0 -0.019922096902783917 0.034314614318116346 -0.021109726753489627 0.0082077743996975695 -0.024238996975886141 -0.020905110252330661 -0.0052434664033388549 -0.034928343381259802
leaf_weight=645.74369686585851 3.9428626759909084 3.8341414639726281 2.1352238878607741 4.0000661108642817 7.2222692836076012 5.6855640104040486 8.2605662215501052 18.727682409808043 3.458391126245262 4.3867302499711496 6.3851365395821631 84.334292505867779 11.713640312664209 5.8568474473431698 3.253550442866981 7.9701712531968951
leaf_count=6735 85 47 26 105 63 90 59 208 44 40 118 765 151 66 45 116
internal_value=3.3353e-05 -0.0131304 0.000166022 -0.0183084 0.000313823 0.00700265 0.00140964 0.0101714 -5.54488e-05 -0.0152781 0.00110937 0.000391863 -0.000403728 0.0062408 -0.0243099 -0.0310332
internal_weight=826.911 7.777 819.134 6.13529 812.999 43.1496 35.9274 26.9882 769.849 22.2004 10.7719 747.648 657.457 90.1911 8.93911 11.4286
internal_count=8763 132 8631 131 8500 465 402 267 8035 318 158 7717 6886 831 135 160
is_linear=0
shrinkage=0.05


Tree=701
num_leaves=31
num_cat=0
split_feature=33 1 1 12 32 32 30 33 1 1 12 7 12 44 16 20 14 5 39 29 31 21 31 12 31 35 27 16 30 18
split_gain=0.594552 4.42373 5.30887 4.19749 6.87205 4.84161 3.4164 3.13506 3.10977 5.62667 7.3673 3.05228 3.61819 5.94027 4.15074 2.87245 2.58784 2.54333 4.1649 2.49693 2.49623 6.30542 5.26333 5.02957 10.7909 7.51044 5.62515 4.86622 5.713 4.23033
threshold=0.012491627853627006 0.051494976129803985 0.078997237212192539 0.05075376312200499 -0.00092864003808670631 -0.0020069675703880412 -0.0068477740488662522 0.012747612206622846 0.067054799123271877 0.088213908494155793 0.045048355393999033 86.897745221637095 0.059706512401300003 0.78656609248549303 0.048708537593392408 3.2140727896286951 1.123082741394587 0.053858122009461232 0.0061664462800674865 0.020187839751592666 0.00093942940457225404 -0.018227540771326264 0.00040847133744866638 0.040536582383611929 0.0093898377930697104 0.0018015892624112519 0.0047644980896768318 0.040265583169528531 0.0071053989539799755 0.85911402486886146
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 11 4 -2 -5 -7 -4 20 10 17 12 13 -3 -14 16 -11 18 -10 -18 21 29 -23 27 26 -26 -25 28 -22 -1
right_child=1 2 7 5 -6 6 -8 -9 9 15 -12 -13 14 -15 -16 -17 19 -19 -20 -21 23 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.014638433022768717 0.012378100894152977 -0.020393190274570719 -0.021460727473177413 -0.0073180555653489469 -0.030705436878913875 -0.0058313324420932585 0.019855584240362809 0.0013761649213186798 0.0065084603242916766 0.00032238105721050429 0.028095740817432126 0.012077899518926207 0.0035194453251956451 0.0027569204961355484 -0.012417339085899905 0.010790980048847902 -0.035123985217059166 0.018531963416307778 -0.020714153048849566 -0.0053841340097067862 0.00082808645552756913 -0.0023488103777187081 0.012542509256351251 -0.0071167644797261488 -0.0052600320579000584 0.037499156154150386 -0.024922824660922004 0.017904009106552536 -0.021318570320441252 -0.0088042724262053645
leaf_weight=124.88688068091869 19.008055627346039 106.73262372612953 15.369278281927107 28.273579895496368 17.696136236190796 14.877733394503592 85.207209974527359 511.2184427138418 52.911695957183838 27.237100288271904 47.559752613306046 18.654430598020554 91.910806454718113 36.896161273121834 72.957674778997898 21.466835215687752 15.004946723580362 22.510313354432583 19.000534787774086 14.184819042682646 392.67494356632233 498.44048542529345 67.222006365656853 144.38452480733395 20.896737724542618 19.728389427065849 64.842620551586151 37.750381141901016 31.332515954971313 22.396977946162224
leaf_count=391 57 324 54 85 53 53 258 1914 166 93 156 60 314 113 251 67 47 76 62 54 1266 1599 212 422 62 62 210 119 94 69
internal_value=0 -0.000949943 -0.00240306 0.00653252 -0.00828484 0.0108116 0.0159853 0.000696193 0.000587143 0.00612115 0.0120523 -0.00740562 -0.0086035 -0.0144137 -0.00350585 -0.00462752 -0.0105904 0.00389734 -0.000633599 -0.0209103 -0.000263874 0.0018231 -0.000568419 -0.00236175 -0.00807639 0.015423 -0.0126683 0.000720631 -0.000801317 0.0110361
internal_weight=2663.23 1018.8 853.739 165.063 36.7042 128.359 100.085 526.588 1644.43 219.876 141.982 327.152 308.497 143.629 164.868 77.8937 56.4269 94.4225 71.9122 29.1898 1424.56 712.946 565.662 711.61 249.852 40.6251 209.227 461.758 424.007 147.284
internal_count=8763 3536 3030 506 110 396 311 1968 5227 721 460 1062 1002 437 565 261 194 304 228 101 4506 2271 1811 2235 756 124 632 1479 1360 460
is_linear=0
shrinkage=0.05


Tree=702
num_leaves=19
num_cat=0
split_feature=27 30 43 38 28 23 30 28 20 10 41 41 5 28 21 30 28 20
split_gain=0.61935 2.0782 3.70113 2.99883 2.27359 2.01506 1.7344 2.09367 1.72926 1.35341 1.29173 2.6324 2.59509 1.02774 3.85426 3.19499 1.69469 1.08688
threshold=0.019131773324412498 0.013839707982852459 -0.37940952255126059 0.04362867292218154 0.093356662848670655 0.097016383280594004 0.013085807827167862 0.056505144653000959 -0.31823512881947646 64.807762052021531 0.0026042634068931289 0.0061246260004277128 0.09489100812327006 0.072382595847080969 -0.021214719797222097 0.007312058740735183 0.06813562412046309 -0.16660443116753834
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 8 -2 13 -8 -4 -10 -7 -12 -13 16 15 -15 17 -1
right_child=5 2 4 -5 -6 10 7 -9 9 -11 11 12 -14 14 -16 -17 -18 -19
leaf_value=0.0020810781475740416 0.018641186292261174 -0.0027909226072649691 -0.018743140355830364 -0.033843396304831429 0.016513639194528435 -0.011726277909119589 -0.0015675832555242328 0.024215626612128997 -0.0090076676191747727 0.01155253851603512 0.018482200280764246 -0.018103856803785359 0.0080227617881485063 -0.01414439312995538 -0.021103966067904305 0.014088316482082197 0.014747190345566966 -0.00055287098230963805
leaf_weight=501.61606574058533 18.653192423284054 13.781632274389265 16.44168184697628 18.986953556537628 15.165929481387137 17.081562723964453 14.532428979873659 16.220191448926926 15.940124168992044 15.770516373217104 20.123934835195541 17.289701640605927 20.598867671564221 16.038993135094643 26.21562834829092 26.060302183032036 19.617247804999352 1784.641274927184
leaf_count=1696 65 46 57 70 54 73 49 52 59 55 82 68 86 53 87 85 61 5965
internal_value=-9.76271e-06 -0.000161312 -0.00736895 -0.0209839 -0.000222119 0.00397593 0.000124876 0.0119039 -0.00562009 0.00106444 0.000246674 0.00387222 -0.00378426 -2.60849e-05 -0.00606718 0.0032057 0.000150979 2.29092e-05
internal_weight=2594.78 2501.03 96.0868 32.7686 63.3183 93.7473 2404.94 30.7526 48.1523 31.7106 75.0941 58.0125 37.8886 2374.19 68.3149 42.0993 2305.87 2286.26
internal_count=8763 8389 341 116 225 374 8048 101 171 114 309 236 154 7947 225 138 7722 7661
is_linear=0
shrinkage=0.05


Tree=703
num_leaves=22
num_cat=0
split_feature=39 43 39 10 10 21 21 21 38 11 35 14 19 35 28 44 14 14 28 15 28
split_gain=0.545434 4.13396 0.895665 2.91491 5.02819 0.751146 2.78743 2.00031 3.91229 2.87029 2.70678 2.3885 2.31234 1.9796 3.26876 1.79762 1.96131 1.88025 1.68371 0.94621 0.366829
threshold=0.0014644093830212112 -0.5 0.0019043132611811658 54.172169627129271 49.243258661166806 -0.007339469412413222 -0.0022045592878632797 -0.014036001387301971 0.044341457799576885 0.86342023241516297 -0.0097757959538007904 1.2316242393149819 0.90383204987165222 -0.0045189409722623522 0.074609987732119548 -0.70710678118654757 1.5357796546147691 0.46173639905597302 0.0076276186357238209 1.3257881242868963 -0.00471321995423461
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 -1 3 4 -2 7 13 9 10 11 -9 -4 -10 18 -15 16 -8 -17 -7 -11 -3
right_child=2 20 5 -5 -6 6 15 8 12 19 -12 -13 -14 14 -16 17 -18 -19 -20 -21 -22
leaf_value=0.012179741944307208 -0.0020906113707627092 -0.016104068817520904 -0.0025368594544808777 -0.008422704880478523 0.052665208473924176 0.01715124602764018 0.022440270837127643 -0.015191269552615797 0.050081214232535268 -0.034224016828579493 0.0046925595046745259 0.0077056020302885709 0.010258154100586293 -0.021056624180360847 0.020571528663254339 0.028903273259251558 -0.00019939641898766283 -0.0045496756671096856 -0.01477443373617128 0 -0.037420699301768091
leaf_weight=12.48716811463237 8.9203031677752787 4.7949164267629385 302.36727443919517 13.199137870222328 7.5306587740778914 9.5764272245578486 18.217296541668475 18.766660504974425 7.0155180338770142 8.5344807463698071 176.71866829460487 69.925806125625968 8.4205485400743765 42.465385970659554 5.1029924172908059 4.3310083830729118 19.118185554631054 72.975140551570803 7.0044898111373177 2.3900561686605206 6.6313668955117446
leaf_count=59 77 41 3194 96 37 148 139 239 45 198 1521 882 85 505 46 35 240 985 76 40 75
internal_value=3.02976e-05 -0.00738803 0.000258454 0.008773 0.0228393 -6.27941e-05 -0.00290924 0.000785702 0.00470039 -0.00135655 0.00275135 -0.000598094 0.028885 -0.011257 -0.0164522 0.00172401 0.0107442 -0.00257599 0.00335701 -0.0265101 -0.0291265
internal_weight=826.493 23.9135 802.58 29.6501 16.451 772.93 178.791 594.139 210.921 383.218 195.485 372.293 15.4361 64.1493 47.5684 114.642 37.3355 77.3061 16.5809 10.9245 11.4263
internal_count=8763 175 8588 210 114 8378 2174 6204 1890 4314 1760 4076 130 775 551 1399 379 1020 224 238 116
is_linear=0
shrinkage=0.05


Tree=704
num_leaves=31
num_cat=0
split_feature=35 28 16 1 28 37 16 8 28 38 38 31 35 35 30 31 1 21 19 21 16 20 40 12 14 28 10 40 33 21
split_gain=0.569359 2.67723 2.65942 2.1623 1.98027 4.50352 3.35795 1.81632 1.73526 3.78594 4.91211 4.55714 6.23782 3.7428 3.68754 3.49761 5.14186 8.44809 5.30267 3.93991 4.40361 2.95653 1.60436 3.03369 2.73911 2.80686 2.62539 3.6467 2.58746 1.74653
threshold=-0.0065857029544268966 0.0031661553528008028 0.019743125439713616 0.035516335163636871 0.019150520583218349 -0.028595777368681127 0.03737998005379857 -104.62236596834869 -0.0023967633092303602 -0.012488980203692988 -0.036591404269771692 -0.00035480934140996989 -0.00035271518538154684 -0.0050934269848764138 -0.0035957759693749885 -0.001135349838324266 0.034535916284812583 -0.01031228157754137 0.92568573981285962 -0.01095679455983628 0.022160195448452172 0.10646287080804719 0.0056652701423173212 0.045048355393999033 2.5781164269744115 -0.0082405117781236391 27.84441011450026 0.004686686733242012 0.0070466721053392472 -0.0092193333915287778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 -3 -4 6 -6 -5 -2 15 10 -10 12 -11 -13 -12 16 17 -9 -18 20 -17 -21 26 29 25 -25 -1 28 -28 -24
right_child=7 2 3 4 5 -7 -8 8 9 11 14 13 -14 -15 -16 19 18 -19 -20 21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0077255279419629749 -0.0115251904211938 -0.010640986957066504 0.018463831025786134 0.023480311765732981 0.034047134770418389 -0.00045139865351530951 0.00014360073304878714 -0.01971008693988964 0.01382659129884861 0.025899566255456925 -0.028819466930976437 -0.014445044929496123 0.0023888729609951652 -0.00080282608357867065 -0.007873498419046495 0.027016322116687197 0.0046482825956939587 0.01582109322614305 -0.016644278560028491 0.014189976529140714 0.0040463775165836104 -0.013045180533539244 0.021201184365778544 0.0016276463469990705 -0.022886526053149052 -0.017685628871955721 -0.015904671610509499 -0.026234974374490266 0.012377216243480515 0.0019073422489385369
leaf_weight=19.749654665589333 35.916935279965401 24.731008276343346 32.768869951367378 32.033538945019245 9.975378215312956 151.13015894591808 30.465540081262589 66.218945726752281 19.743326857686043 35.604710482060909 28.067453473806381 52.682485520839691 137.60323991253972 1094.7008825875819 88.050947666168213 42.609536901116371 324.79955099150538 22.137207016348839 31.961209028959274 15.633454039692877 42.028545260429382 26.792892809957266 23.530098721385002 150.35036441683769 15.184497907757757 21.37434621155262 15.816507786512373 28.14043527841568 16.264928966760635 24.576383411884308
leaf_count=63 120 78 99 100 42 488 95 226 78 117 89 164 445 3530 267 138 1153 77 107 55 137 100 71 540 50 68 50 84 50 82
internal_value=0 0.00136119 0.00491218 0.00643557 0.00464303 0.00167347 0.012203 -0.000392919 -0.000192799 -0.00111163 -0.00905741 -0.000289763 0.00726275 -0.00143477 -0.0129999 0.00213708 3.6508e-05 -0.0107436 0.0027226 0.00945042 0.0156874 -0.0028821 -0.00179251 0.000269382 -0.00259194 -0.000756046 -0.00790709 -0.013121 -0.0014168 0.0114726
internal_weight=2660.64 596.092 281.104 256.373 223.605 161.106 62.4991 2064.55 2028.63 1456.45 135.862 1320.59 173.208 1147.38 116.118 572.181 445.117 88.3562 356.761 127.064 84.6381 42.4263 314.987 235.016 186.909 171.725 79.9715 60.2219 32.0814 48.1065
internal_count=8763 1960 902 824 725 530 195 6803 6683 4690 434 4256 562 3694 356 1993 1563 303 1260 430 275 155 1058 811 658 608 247 184 100 153
is_linear=0
shrinkage=0.05


Tree=705
num_leaves=21
num_cat=0
split_feature=40 3 23 31 33 23 40 23 23 5 28 5 28 12 27 31 10 43 15 3
split_gain=0.618746 4.4133 4.04837 6.85381 5.25709 3.10915 3.4916 2.98706 2.83111 2.65582 3.69292 5.52016 3.40776 4.79705 8.10206 4.64145 2.14352 1.63421 1.57744 0.894225
threshold=0.0089614027083354288 0.056799810008383786 0.044481947939950077 -0.0041845939698057265 0.012376823431944033 0.048808520237909304 0.0094206993973739682 0.062698172415769846 0.039566399202721099 0.07994334603284943 -0.047970953984325417 0.048837245314428207 0.087587081252435903 0.058611097858983878 0.0063425020462214146 0.011330469491422681 46.790809989159463 -0.25881904510252113 0.47348726222658266 0.080686735245052252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 8 7 18 -7 -4 -3 10 11 -1 13 15 -15 -12 -5 -11 -6 -18
right_child=1 2 4 16 5 6 -8 -9 -10 17 12 -13 -14 14 -16 -17 19 -19 -20 -21
leaf_value=0.042260917105729524 0.026410820723313602 -0.028153423929012562 -0.039935999007088989 0.031652794167188851 -0.0038703048528983888 0.014699000661387364 -0.00014842510801671337 -0.0053753974839916016 0.0041575173277658166 -0.029841448698040257 0.00020582154557395607 -0.0026930589025614252 0.022548915562114028 -0.031660661378373804 0.0092892224100068511 -0.012875088257598458 0.003974327684108994 -0.0026277305656776154 -0.026169247401197235 0.018956375142279266
leaf_weight=12.509624645113947 16.924324592575431 12.4713691174984 12.87706419080496 22.743300333619118 17.136798053979874 42.937272801995277 487.98175070434809 12.868750069290398 14.183871030807493 12.199372384697201 1707.2524246685207 14.451441563665865 15.725188255310057 31.241070084273815 19.342755973339081 70.498964212834835 19.348332092165947 10.834470614790915 15.794198751449583 23.048651665449142
leaf_count=40 64 52 49 70 56 149 1817 53 51 58 5528 69 52 120 61 234 58 51 55 76
internal_value=-1.18234e-05 0.00125827 0.000622411 0.0103881 -0.000891059 0.000110844 0.00104546 -0.0229424 -0.0108219 -0.000482772 -0.000271859 0.0180594 -0.000543547 -0.000746118 -0.0159157 -0.000310801 0.0191471 -0.0173237 -0.0147634 0.0122622
internal_weight=2592.37 698.316 681.391 91.7955 589.596 563.85 530.919 25.7458 26.6552 1894.06 1871.02 26.9611 1844.06 1828.34 50.5838 1777.75 65.1403 23.0338 32.931 42.397
internal_count=8763 2550 2486 307 2179 2077 1966 102 103 6213 6104 109 5995 5943 181 5762 204 109 111 134
is_linear=0
shrinkage=0.05


Tree=706
num_leaves=30
num_cat=0
split_feature=14 29 38 34 2 19 32 14 0 27 38 2 38 5 16 16 1 40 12 32 33 41 5 33 38 34 14 32 14
split_gain=0.527696 2.08447 6.18452 3.22623 1.97052 1.82049 3.04471 1.36375 3.22611 4.07464 3.34105 3.36635 3.1968 2.6525 2.00406 1.46277 5.73309 2.01949 3.73748 3.79254 2.73794 1.98287 1.50658 2.61825 1.77978 1.17459 0.970177 0.563036 0.0885757
threshold=0.16335768531905523 0.0025353665781595596 -0.0062258059525400191 -0.00094365532455564771 0.47118916578310793 0.46327782989368443 -0.0008856461346460181 0.42220808656236858 0.57046718947052211 0.0016748044131788093 0.014005283736710063 0.4118443785215688 0.019200190206677629 0.019063518562683807 0.023968866740262888 0.018764801591739936 0.023446501085486529 0.0045224735859311716 0.032696804541564699 -0.00042779082122352868 0.0064801547455953226 0.0003677717890884179 0.024713127901306982 0.0079643584102935764 0.0053384479003136818 -0.00074802117182626293 0.10415569540693335 0.00048466981909939694 0.059712467925113068
decision_type=2 2 2 2 2 2 2 2 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 27 -5 6 -6 8 10 -10 11 -2 -12 -13 -14 17 -17 20 -19 -20 21 -9 24 -24 -18 -22 -7 28 -1
right_child=7 2 -4 4 5 26 -8 15 9 -11 12 13 14 -15 -16 16 22 18 19 -21 25 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=-0.021692851609521242 0.025609442602072104 -0.027858287424115277 0.034665530232488181 0.022866308027214413 0.033295580124006532 -0.029159726081712169 -0.015291195458896576 0.018529883198697115 0.047854456094243908 0 0.042583456343086218 0.011495126990836031 0.024340043298856306 -0.011148685559888431 -0.011581831592912588 0.047576601950567746 0.0048486251724615221 0.028606378346937952 0.012338788910342846 -0.023413630570955288 -0.011082348682651766 -0.0086457351637670848 0.011736258349027161 -0.00070200192397239171 -0.030263787979201203 -0.035291887645130665 -0.0022360617944984346 -0.010723886611813961 -0.035684757928307012
leaf_weight=4.9754910524934557 9.1733659692108613 6.1510280966758755 10.47985034342855 7.4380257725715628 6.0235704723745584 8.3584820618852955 6.5762152103707212 7.9259201399981967 9.1795473638921994 8.7885612677782756 8.6193674523383397 16.206705491989851 6.8761715656146398 59.817909214645624 8.4930816492997092 6.3087231153622261 5.7511473749764255 10.51246617734432 14.197604129556566 15.124460017308593 9.5760252797044831 39.057199068833143 46.546502238605171 451.50974876014516 8.6087789814919216 12.896635334938763 6.2760463282465926 5.8943273704498997 8.4641137029975635
leaf_count=54 55 73 73 60 45 104 61 54 66 71 56 109 53 586 89 46 69 78 129 162 112 364 404 5357 85 153 62 48 85
internal_value=3.56497e-05 -0.00408719 0.0112136 -0.0089034 9.38414e-05 -0.00600358 0.00762222 0.000428403 0.00515198 0.0247457 0.00186212 -0.00273245 0.0183314 -0.0062471 0.00421977 -0.000520691 0.000578498 -0.00577924 0.00309355 -0.00594944 -0.010937 -0.00392547 0 0.000452518 -0.0159192 -0.0252921 -0.0180463 -0.0252133 -0.0310726
internal_weight=825.807 70.6372 16.6309 54.0063 34.6723 27.2343 12.5998 755.17 127.155 17.9681 109.187 85.198 23.9886 76.0246 15.3693 628.015 518.725 109.29 39.8345 29.3221 69.4558 46.9831 512.416 498.056 14.3599 22.4727 14.6345 19.3339 13.4396
internal_count=8763 665 146 519 332 272 106 8098 1085 137 948 750 198 695 142 7013 5961 1052 369 291 683 418 5915 5761 154 265 166 187 139
is_linear=0
shrinkage=0.05


Tree=707
num_leaves=31
num_cat=0
split_feature=31 3 31 40 5 40 7 19 21 36 36 37 31 3 3 40 38 27 25 21 5 28 28 21 28 20 21 42 28 5
split_gain=0.590022 4.42578 5.12172 3.92066 3.74926 3.72637 3.5847 3.66824 2.66563 2.63132 3.79167 3.12258 2.0227 4.06739 3.79094 5.58816 4.67584 4.89404 3.66371 3.17291 3.16772 5.76945 4.28781 5.38984 4.27934 7.14581 4.18974 3.88924 7.67995 5.29305
threshold=0.0049437858204594348 0.04541335908901005 0.0097308499915061113 0.0056093768655658093 0.03647150252124564 0.0054670779034023268 53.098178882372196 0.83824690558556603 -0.041676306657786773 -0.0085347415061176029 -0.010971499563217078 -0.012363981558967006 0.00093942940457225404 0.07428576910961289 0.050175774722519433 0.0067073552808477538 -0.025344358576454503 0.00044970426758996461 -0.0087703058040159727 -0.029085861584053026 0.042732564405706462 0.019150520583218349 -0.047970953984325417 -0.017765756320538586 0.012987393236599394 0.11527750982335987 -0.01762668083095829 0.41795296917817887 -0.032671977469320969 0.044475786339977778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 5 4 -3 6 -2 -8 -5 10 -10 -11 20 14 15 18 -16 -18 -14 -15 21 22 -1 -24 27 -26 -27 28 -22 -29
right_child=1 3 -4 8 -6 -7 7 -9 9 11 -12 -13 13 19 16 -17 17 -19 -20 -21 24 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=-0.024534621471370862 0.029351015235705647 -0.0027868644594924667 -0.012958771985923039 -0.013893504814305853 -0.032953284947084459 0.033474513322292093 -0.012722571027456917 0.014884142773733245 0.0035548297836592948 -0.017493813594767087 0.025600782770588876 0.00062362207420844278 -0.015964551851596363 -0.0035992699266495019 0.021435527878110761 0.028559824922117824 -0.022750619928286635 -0.0060225958029637983 -4.7912686245706844e-05 0.019784585080150529 0.0030747107945224457 0.015221982380124783 0.010095052305757291 -0.00085065522352062721 -0.032184316863440018 0.011300577616687686 -0.01622158029589665 -0.02335996290844081 -0.013747702802211926 0.0079074085950600458
leaf_weight=15.599900647997854 16.915544345974922 26.577896639704704 18.640966668725014 29.812350429594517 17.175596669316292 22.209785863757133 21.490947782993317 26.913896545767784 105.57999607175589 24.991452269256115 24.074004057794809 452.26876473240554 41.443945854902267 24.90380472689867 11.811896353960035 15.46903048455715 60.562893912196159 161.99098081886768 283.65379212424159 33.552061334252357 160.8940474614501 83.977637782692909 150.50375939905643 441.59952304139733 29.734572350978851 28.931833997368813 26.222631622105837 14.550276525318621 116.75773878395557 169.10140304639935
leaf_count=53 60 80 57 105 58 74 66 87 352 78 77 1490 125 84 37 50 177 500 931 108 635 257 485 1434 92 92 86 46 381 606
internal_value=0 0.00114934 0.0106403 -0.000325477 -0.014791 0.0157322 0.00958126 0.00252318 0.000662853 0.00138829 0.00770341 -0.000318079 -0.000482556 -0.00278201 -0.00406615 -0.000681537 -0.00896075 -0.0106054 -0.00209665 0.0097479 0.000690105 0.00294061 0.00123301 0.00192437 -0.00215072 -0.0124619 -0.00169974 -0.000240138 -0.00398383 0.0053916
internal_weight=2657.91 786.651 106.171 680.48 43.7535 87.5302 65.3204 48.4048 636.727 606.914 129.654 477.26 1871.26 633.388 574.933 340.567 234.366 222.554 325.098 58.4559 1237.87 691.681 607.703 592.103 546.193 84.889 55.1545 461.303 277.652 183.652
internal_count=8763 2584 344 2240 138 287 213 153 2102 1997 429 1568 6179 2012 1820 1106 714 677 1056 192 4167 2229 1972 1919 1938 270 178 1668 1016 652
is_linear=0
shrinkage=0.05


Tree=708
num_leaves=25
num_cat=0
split_feature=40 12 1 31 1 16 38 40 1 16 32 16 35 20 14 7 15 27 7 42 15 32 17 24
split_gain=0.602087 3.86442 3.73485 6.34179 4.75795 5.30278 4.01561 2.85556 2.69622 2.55937 3.54364 2.34878 2.20425 2.01558 1.98389 3.76523 5.78775 3.083 2.82367 4.19043 2.54502 1.21277 0.874968 0.61941
threshold=0.0089614027083354288 0.045048355393999033 0.055602434924937702 -0.0041845939698057265 0.061010650297386476 0.028531720750208798 0.0061352708338233706 0.0094206993973739682 0.049457999003401545 0.076511335091605806 0.0047662665941747987 0.041446176229919696 0.025472756398306377 -0.68060857042283551 0.43844185792393137 42.462992690627296 0.30067335301514125 0.00049153243620074906 75.409521197435581 0.36176709436414028 1.1282817422235041 -0.0019368788342416959 2.6229559072636444 0.020500276849015401
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 8 11 -6 21 -7 -3 12 13 -4 14 -11 15 17 -17 -1 19 -16 -20 -5 -14 -15
right_child=1 2 4 6 5 7 -8 -9 -10 10 -12 -13 22 23 18 16 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=-0.0016742511441789776 0.025174804645382326 -0.027517131235125048 -0.029944591547643198 0.038012747237670029 -0.028202984202837341 0.013266454126866887 0.0027227950650674307 0.00011079492096449071 0.004138965433441999 -0.002833214663345724 0.0093881464050272201 -0.0047321651034660066 -0.022783752652178916 -0.036406245278733908 -0.0015898517491084265 0.017080715076054111 -0.0030848261337225822 -0.019242888951354505 -0.0069024827131961789 0.0049232535820321263 0.0011111112620437453 0.019499468825127375 -0.0045190707156040595 -0.018952680959635006
leaf_weight=46.292362425476313 16.381023742258549 12.289706215262415 19.576352886855602 18.678824290633202 15.650164470076559 45.020040206611156 25.363794349133968 490.50671236775815 14.173948913812636 12.637359134852884 14.380679070949553 18.519949153065681 14.275070115923883 12.186265386641027 411.44548045471311 41.46570085734129 246.8660114556551 55.931392334401608 186.94742155075073 614.09456194192171 208.74648977816105 20.871958345174789 13.673538088798521 12.596915200352667
leaf_count=157 60 52 67 57 73 155 80 1825 51 53 59 63 53 55 1355 131 818 184 599 1936 706 67 51 56
internal_value=-1.10107e-05 0.00124308 0.000656164 0.0100599 -0.000795039 0.000378645 0.0184898 0.00122835 -0.0104221 -0.000475828 -0.0114271 -0.0178633 -0.000164154 -0.0195633 4.84278e-05 -0.00310441 -0.000162518 -0.0113451 0.000918503 0.00230543 -0.0026631 0.0284427 -0.0140742 -0.0278476
internal_weight=2588.57 697.032 680.651 91.3782 589.273 551.177 64.9146 535.527 26.4637 1891.54 51.8012 38.0963 1839.74 37.4205 1811.79 390.555 288.332 102.224 1421.23 1025.54 395.694 39.5508 27.9486 24.7832
internal_count=8763 2550 2490 307 2183 2053 204 1980 103 6213 223 130 5990 164 5886 1290 949 341 4596 3291 1305 124 104 111
is_linear=0
shrinkage=0.05


Tree=709
num_leaves=30
num_cat=0
split_feature=34 34 27 30 30 16 16 41 12 20 20 24 37 37 37 36 12 33 28 30 20 29 5 27 10 20 33 2 34
split_gain=0.531815 2.18424 2.35585 2.17556 7.27223 3.52298 2.85948 3.19448 2.21617 2.14201 2.79705 2.22561 3.29307 2.08072 2.81339 2.79658 2.3201 2.7677 1.76169 1.69027 1.35278 1.27975 1.13275 1.87019 1.25363 3.11969 1.66212 1.04534 0.0938399
threshold=0.0037337853970426109 0.0033518481988216169 -0.00020841433038309789 0.0022645864886301618 -0.00013161291540184948 0.023626731376354421 0.028957294064453677 0.0069350095548815103 0.032865768224042184 -0.1426643351350165 -0.31823512881947646 -0.00086931615795053793 -0.014416347010659079 0.033973378099426361 0.037282363158147154 0.014546437520372548 0.03675630167157113 0.0092592870421818515 0.012020223998383052 0.013381016493325409 -0.84383119188773115 -0.0043856059245231385 0.12901575458955719 -0.020018750120790005 70.137697450582962 -0.023315659093105394 0.0125486060814339 0.17764798623858571 0.0049209542833444928
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 -3 4 9 8 -7 -8 -6 10 20 12 -11 16 -15 -16 28 -18 -19 -17 -2 -13 23 -1 25 -25 -26 -24 -5
right_child=3 2 -4 13 5 6 7 -9 -10 11 -12 21 -14 14 15 19 17 18 -20 -21 -22 -23 27 24 26 -27 -28 -29 -30
leaf_value=0.029543652140538546 0.010707135955853524 0.0033252228600635005 -0.035496979262693781 -0.017917976196814157 0.024164099945391725 0.064289602316375427 0.045008038020769636 0 -0.014906751076227277 -0.015136291972015541 0.038149205978357165 -0.034389347007507884 0.028363128415434966 0.044923010151918713 0.031232046589577789 0.0013723590372140258 0.035408018216910718 -0.034332651110553447 -0.003784579272225929 -0.0334748928742922 -0.019685215028113698 -0.010147640403127571 0.0013743798748186088 -0.0095443854699496632 0.00094516008393610385 0.00063914114602722089 0.016316115286176432 -0.033828159686371748 -0.034394159635854002
leaf_weight=5.2338921264745286 9.2672622795216739 6.4136235369369397 9.0478697456419432 3.1998904384672624 7.4278585761785489 7.000720169395211 8.4886735212057811 6.9231678340584031 6.785911213606596 8.73599123908207 6.3691937141120425 7.6006613173522082 8.3563438788987678 4.2586441929452148 5.3320472347550121 9.4918388016521913 3.9377549719065419 5.3933827709406605 38.433979383669794 5.1674418053589752 5.8824855177663276 22.878916481044143 3.3001888100989154 90.939250609837472 63.660262380726635 428.7699251587037 24.636645195074379 4.6678780931979418 7.3028111914172769
leaf_count=92 101 61 109 45 58 46 55 67 71 155 57 134 81 39 66 123 35 77 522 114 95 263 75 979 531 4221 275 108 108
internal_value=3.55607e-05 -0.000648635 -0.0191538 0.00237539 0.00713763 0.025128 0.0374724 0.0246327 0.00518783 -0.00234964 0.0106076 -0.00832562 0.00588077 -0.00366647 0.0085131 0.000323042 -0.00882694 -0.00400017 -0.00772724 -0.0107162 -0.000817716 -0.016449 -0.000176995 5.97499e-05 -0.00019065 -0.00113466 0.00530414 -0.018792 -0.0300622
internal_weight=824.905 636.67 15.4615 188.235 105.717 36.6263 22.4126 15.4118 14.2138 69.0909 21.5189 47.5719 17.0923 82.5178 24.25 19.9913 58.2678 47.7651 43.8274 14.6593 15.1497 30.4796 621.208 613.24 608.006 519.709 88.2969 7.96807 10.5027
internal_count=8763 6451 170 2312 1183 297 168 122 129 886 253 633 236 1129 342 303 787 634 599 237 196 397 6281 6098 6006 5200 806 183 153
is_linear=0
shrinkage=0.05


Tree=710
num_leaves=31
num_cat=0
split_feature=20 20 17 40 40 10 40 14 42 12 1 21 32 25 17 15 8 18 24 25 8 25 41 15 40 19 15 40 40 3
split_gain=0.581669 2.13712 3.36318 2.05135 6.66353 3.71187 3.09279 3.37772 3.99883 2.93501 5.01507 2.96256 1.83307 1.6996 3.73007 1.88591 1.55089 4.97379 3.4003 4.68406 3.19234 2.83346 2.71403 2.646 2.61809 2.55235 2.36368 2.20151 4.15997 3.65986
threshold=0.61217505568642727 0.74146262438521993 0.053915729071534406 0.011591995535162681 0.010327729218490215 42.095327186066243 0.016684974784509959 1.2958696799831808 0.34060472693815597 0.05376859512706901 0.050575919461634249 -0.012339080127538699 0.00012721097001720292 -0.0086471918948498819 -0.95521111866159558 0.16478391011603075 7.5877130603454468 0.46138612180811195 0.0050332284948394245 -0.0020762757027447238 -14.303811006962531 -0.010051228289304057 0.0056492823113946126 0.67115874971141876 0.0080832413318483436 0.42720725648388691 0.38625480568023712 0.012351011182235078 0.020617470404482974 0.063749442269050619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 12 4 9 -6 7 8 -5 11 -11 -3 13 15 -15 -2 18 23 19 20 25 -20 24 -18 -23 -1 -22 29 -29 -19
right_child=1 3 -4 6 5 -7 -8 -9 -10 10 -12 -13 -14 14 -16 -17 17 27 21 -21 26 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00078871129179813578 0.0013148177032499047 0.0067363478702919385 0.027150048846720006 -0.019589880164172371 -0.0043935030437005215 -0.030189375335879093 -0.0079917402926452403 0.02180867745262538 0.013052254506829826 0.017034763334272517 -0.011724517403057452 -0.00080506009036873834 0.014470385541782364 -0.012282844300722467 0.012428619937830636 -0.018756127309570474 0.0054013293834520564 -0.0015397830051596757 0.0025444909313889347 -0.021522108591225456 0.022186296279655515 0.0023196265570646617 -0.030023192586589944 0.03410923028546891 -0.023925346566122569 -0.010414568878688159 0.0034960361845307961 -0.013460028513496756 0.013247512835725773 0.0048226731668016441
leaf_weight=197.84832216054201 29.750817075371742 197.60650230944157 16.92537359893322 14.614534981548784 28.27373031526804 28.538046762347221 27.383458524942398 39.271013539284468 25.711578920483589 17.858665034174919 93.937018923461437 378.83196348696947 31.272765383124352 20.825913488864899 55.235298037528992 18.752296611666679 17.113385111093521 718.82288939878345 24.075628653168678 25.650652952492237 24.651258245110512 21.984648436307907 25.679624505341053 15.954564660787581 16.223759561777115 68.014686957001686 56.32802540063858 68.931391589343548 18.221822150051594 329.33078696578741
leaf_count=708 96 604 53 53 99 93 109 154 101 55 313 1241 107 65 173 55 54 2284 85 88 84 67 82 51 52 221 185 269 77 1085
internal_value=0 0.000932908 0.00600234 -8.97199e-05 -0.00102542 -0.0174696 0.00637494 0.011384 0.00107958 0.000327079 -0.0070746 0.00177223 0.0036575 0.000893311 0.00558961 -0.00636477 -0.000587478 0.000377321 -0.00304599 -0.000942198 0.000571139 -0.0118868 -0.0173987 0.0194641 -0.00872716 -0.00206142 0.00926763 -0.000175879 -0.00780998 0.000454806
internal_weight=2653.62 1024.79 172.762 852.027 745.046 56.8118 106.981 79.5971 40.3261 688.234 111.796 576.438 155.837 124.564 76.0612 48.5031 1628.83 1168.37 460.457 372.493 346.842 87.9637 63.888 33.0679 38.2084 265.863 80.9793 1135.31 87.1532 1048.15
internal_count=8763 3371 549 2822 2405 192 417 308 154 2213 368 1845 496 389 238 151 5392 3820 1572 1286 1198 286 201 105 119 929 269 3715 346 3369
is_linear=0
shrinkage=0.05


Tree=711
num_leaves=19
num_cat=0
split_feature=10 27 14 25 17 30 43 38 21 21 38 10 20 28 31 20 11 10
split_gain=0.612415 0.757731 2.3195 3.04281 2.23015 1.6232 2.62567 2.86238 2.14049 3.30133 2.81299 1.74641 2.24587 2.25166 1.81876 2.85863 1.33385 1.3156
threshold=88.691940183317357 0.019580596370733151 1.6105896773733637 0.012709325682983786 0.71294090328463589 0.013839707982852459 -0.37940952255126059 0.042274937713876144 -0.014968216009981489 -0.0033713847204502028 0.056943285172126219 79.890597484453323 3.6414991445680021 0.023995335525669504 0.013692710503463171 0.66919640932798596 1.1101125067970592 81.026168520972121
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 11 7 -7 10 -10 -8 14 13 -13 16 -16 -1 -4
right_child=-2 2 17 -5 -6 6 8 -9 9 -11 -12 12 -14 -15 15 -17 -18 -19
leaf_value=-3.8941444205241897e-05 -0.0099038339105308702 -0.005999885139550961 0.02792849812153771 -0.016195042577745036 0.019882402741186151 0.00041948716826993132 0.02321787802510078 -0.027933829281466638 -0.023585729167839475 0.0064572539817061682 -0.0066866197052681282 0.013561819528579273 0.019158824127240966 -0.0097549231039253184 0.026643863679587345 -0.0028076398026948266 -0.0075041645314628085 0.0046768985635273876
leaf_weight=2224.456215672195 15.46128039062023 14.648945890367029 13.539242044091226 20.436307249590755 18.411227032542229 14.061040565371512 16.707744687795643 22.634656354784966 18.214580167084932 17.815361186861992 14.347543753683565 18.631174437701702 27.18203280121088 22.993924833834171 16.019245773553848 16.261044174432755 61.435800813138485 12.147172786295412
leaf_count=7435 68 62 54 83 65 47 55 85 65 64 56 66 94 84 53 50 226 51
internal_value=-1.32014e-05 4.47402e-05 0.00485819 -0.000989443 0.00827968 -0.000106464 -0.00622606 -0.0169619 -0.000262614 -0.00861553 0.0092644 0.000157758 0.00800267 0.000569186 -7.32697e-05 0.0116905 -0.000242084 0.0171874
internal_weight=2585.4 2569.94 79.1829 53.4965 33.0602 2490.76 103.781 36.6957 67.0852 36.0299 31.0553 2386.98 68.8071 41.6251 2318.17 32.2803 2285.89 25.6864
internal_count=8763 8695 315 210 127 8380 372 132 240 129 111 8008 244 150 7764 103 7661 105
is_linear=0
shrinkage=0.05


Tree=712
num_leaves=21
num_cat=0
split_feature=6 33 31 31 26 39 42 29 29 7 21 14 37 40 27 2 2 34 11 14
split_gain=0.521442 2.211 1.75683 1.80912 1.47255 2.10366 1.10278 1.49733 2.01441 1.50694 1.49709 2.58974 1.43654 3.45648 1.17994 1.15565 2.58733 1.73757 0.736731 0.198515
threshold=19.875307586768024 0.0085203444899086215 -0.010132526303410116 -0.0067514183066336737 -0.017914743919993887 0.0093828648821999167 0.20512820512820815 -0.011761845572619943 -0.015893314046003467 18.899929307239784 -0.016472983876306631 1.2401660157931877 -0.025255519158813352 0.0082347209293309638 -0.0056661980503876922 0.28175534806293095 0.33200529274671281 0.0013354693578930823 -0.32370747355602258 2.0162762590723142
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 -3 -4 18 -6 10 8 9 -8 -2 -12 13 -9 -11 17 -17 -14 -5 -1
right_child=6 2 3 4 5 -7 7 12 -10 14 11 -13 15 -15 -16 16 -18 -19 -20 -21
leaf_value=-0.034981196242062883 -0.0084620515307465682 -0.03237519751128165 0.028879281063622326 0.00050988065113378252 -0.0045382276703793819 0.029054126749159033 0.028826924190306736 0.050013380074330344 -0.03385321877793649 -0.01927522849946571 0.052035666778432604 0 -0.030207396654051928 -0.0055487137089393198 0.020093509830878806 0.01794192389885511 -4.8689724877651191e-05 0.0089713595957123284 -0.033033922688700562 -0.012599028029740479
leaf_weight=5.4835336674004784 4.5756857208907595 3.7302834866568437 5.6923149870708576 2.0580598209053278 17.227696665562696 6.2067532921209922 3.045844770967963 4.7684676293283683 7.4015280040912321 8.4471549233421666 4.6024054698646051 4.9804393276572227 7.3080076714977604 6.2212762739509344 2.2481263065710655 20.458424342796206 698.34963357192464 4.2594967177137733 4.6382562587968996 2.393232605420053
leaf_count=100 65 123 71 29 236 51 33 44 170 234 26 84 106 87 31 172 6861 45 136 59
internal_value=4.25709e-05 -0.00503432 -6.43313e-05 0.00324179 -0.00151576 0.0042321 0.000359656 9.54171e-05 -0.0129848 -0.00121964 0.0141391 0.0254232 0.000476891 0.0183425 -0.0104274 0.000198753 0.000458821 -0.0153988 -0.022133 -0.0290507
internal_weight=824.097 47.4301 39.5534 35.8231 30.1308 23.4344 776.666 762.508 21.1427 13.7411 14.1585 9.58284 741.365 10.9897 10.6953 730.376 718.808 11.5675 6.69632 7.87677
internal_count=8763 805 646 523 452 287 7958 7783 468 298 175 110 7315 131 265 7184 7033 151 165 159
is_linear=0
shrinkage=0.05


Tree=713
num_leaves=27
num_cat=0
split_feature=31 28 1 7 40 40 21 34 31 39 12 38 29 17 37 2 28 4 12 4 40 3 40 16 34 29
split_gain=0.603962 4.56815 3.84312 4.6401 4.01288 3.4898 3.15671 2.9818 2.89844 7.19234 4.51806 3.1187 2.75974 2.59515 4.75685 2.55256 5.36115 3.99448 2.4426 3.96502 3.10841 2.04413 6.40536 2.42849 1.58357 1.33491
threshold=-0.001812871709782687 0.023185633735225922 0.029533000767505244 32.880630953353766 0.0043626102090538622 0.0035649024003656746 -0.041676306657786773 -0.0025068275208808273 -0.0007715410705874153 0.0056774119837197778 0.033580176966474161 -0.0090739754698097568 0.0024392136272669567 0.55462348665971117 -0.011357306604626747 0.51668792084658788 -0.012210989686116173 0.75268097534263212 0.073049474926285843 0.26239100765789575 0.010460886327533361 0.084306784381474778 0.011516926584536539 0.040856698626043776 0.00049840439964810035 -0.00088268775686090029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 25 7 -2 9 10 11 -8 -12 14 -11 17 -17 -6 21 -20 -21 22 -10 -23 -7 -5
right_child=6 -3 4 5 15 24 8 -9 18 13 12 -13 -14 -15 -16 16 -18 -19 19 20 -22 23 -24 -25 -26 -27
leaf_value=0.017702815712266819 0.0018976401630686772 -0.020659967238141647 0.024803749166914558 -0.014409493653111336 -0.00068769952956318362 -0.03575601225117269 -0.013190429093621127 -0.024995658252738539 -0.00034967878831076472 -0.014257350421359489 0.038724726393675801 0.013739829756689761 0.011790229130755867 -0.020239494661553132 0.021602769013271711 -0.0031955502641784744 0.015481551941713143 -0.024108684186470809 0.034187278513813056 0.022817453105222263 0.00044513998895521345 -0.026738402313857199 0.030020420612914892 -0.0034535658168723354 -0.014156636959274016 0.0086061345407552527
leaf_weight=11.425480768084524 17.864813134074211 28.887661390006542 16.853412300348282 11.68962498009205 470.33404710143805 20.695061959326267 14.775967851281164 23.222597140818834 1485.5395221486688 20.718858540058136 25.20224803686142 37.66058211773634 16.456273168325424 21.237247947603464 16.499415569007397 79.184869214892387 73.860755003988743 18.869925700128078 11.900948248803614 18.345750369131565 101.31406319141388 15.057514622807501 17.466912297531962 45.645751744508743 16.393265888094902 13.253348074853418
leaf_count=36 65 93 52 44 1671 69 46 88 4700 63 79 145 50 65 52 276 232 72 48 60 381 47 73 146 53 57
internal_value=0 -0.00118907 -0.000411714 -0.0112561 0.000790833 -0.0166905 0.000478863 -0.0132048 0.000786532 0.00738644 0.0159523 0.00604538 0.0282583 -0.00632022 0.00152128 0.000149158 0.00578971 -0.00160607 0.000189283 0.00673176 0.00393311 -0.000358358 1.90903e-06 -0.0093461 -0.0264071 -0.00199504
internal_weight=2650.36 761.447 732.56 73.4568 659.103 62.0313 1888.91 41.0874 1847.82 152.551 94.0951 52.4365 41.6585 58.4555 37.2183 642.25 153.046 489.204 1695.27 131.561 119.66 1563.71 1503.01 60.7033 37.0883 24.943
internal_count=8763 2655 2562 259 2303 223 6108 153 5955 500 320 191 129 180 115 2251 508 1743 5455 489 441 4966 4773 193 122 101
is_linear=0
shrinkage=0.05


Tree=714
num_leaves=27
num_cat=0
split_feature=31 31 27 12 44 27 26 19 0 8 44 21 36 32 12 12 33 24 1 40 30 6 37 26 10 2
split_gain=0.594583 3.41372 3.13424 2.93326 2.76347 3.18561 3.87244 3.33623 2.65259 2.71271 2.6833 2.4846 2.94349 2.31426 2.02741 1.29044 5.36239 4.86079 3.67315 9.45023 4.47112 4.33206 7.10887 5.16751 2.60284 1.10412
threshold=0.004329149762212753 0.0037440011830894853 -0.0012126654167657922 0.035629592936382452 0.60355339059327384 0.0062661019931066738 0.0075237078087421186 0.72227104081233873 0.18837280710756574 -90.879253839170232 0.60355339059327384 -0.01262110053114329 0.00199020212870249 -0.0010276433055943434 0.03209117789295874 0.047684106481031878 0.012862584260910843 0.021774850304800801 0.051780795791577149 0.0070274671643767656 -0.0061595546174937231 46.226068191627206 -0.0053449733648028288 -0.0088990984982342484 28.832611989818563 0.33200529274671281
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -2 4 5 7 -7 -4 -5 -10 -11 13 -13 -3 -6 16 17 24 21 25 -21 23 -23 -17 -1 -20
right_child=2 11 3 8 14 6 -8 -9 9 10 -12 12 -14 -15 -16 18 -18 -19 19 20 -22 22 -24 -25 -26 -27
leaf_value=-0.0094741236237302854 -0.020706326945123265 -0.010319619520669685 -0.0011934424583587516 0.019465901978375357 -0.008368944989796399 0.025327438354369788 -0.0055223726710190955 -0.03163949284829403 -0.01447298741543316 -0.0015024402776212809 0.0052306356850846565 0.037595181273630429 0.0061151043513970335 0.013082548123607438 -0.034429561149464577 0.0028301978509521581 -0.028592382066761058 -0.024278715594035938 0.038772342021986539 -0.0029157460715041159 0.0070613328180174108 0.031655647293868328 -0.0049966214810690992 -0.032831057671567819 0.00063570014554131793 0.019804298710736676
leaf_weight=68.25907851010561 19.823254700750113 18.020961180329323 22.376034110784531 17.964678451418877 16.647670716047291 16.204194582998753 26.523193031549454 15.377351298928259 30.59881766140461 444.57744078151882 221.30986808612943 15.150783717632295 15.42754092812538 24.910853415727615 14.605456456542013 16.501091629266739 17.270553175359964 21.058721266686916 16.504601955413818 227.56569267809391 220.72315723821521 15.372578248381613 91.043849810957909 25.296688787639141 925.83433729037642 18.215328902006149
leaf_count=229 88 58 84 56 55 49 93 51 99 1513 716 50 53 77 52 57 70 82 52 938 729 47 306 88 3014 57
internal_value=-1.29875e-05 0.000514429 -0.0011018 -0.000622917 -0.0081555 -0.00317196 0.00609237 -0.0137774 0.000549093 5.12635e-05 0.000728262 0.0110516 0.0219474 0.00314196 -0.0207782 4.51881e-05 -0.00104056 -0.000564128 0.00182883 0.00394738 0.00198598 -0.00503952 0.000275856 -0.0186601 -5.43413e-05 0.0290501
internal_weight=2583.16 1737.16 846.008 826.185 111.734 80.4808 42.7274 37.7534 714.451 696.486 665.887 73.5101 30.5783 42.9318 31.2531 1663.65 1032.42 1015.15 631.223 483.009 448.289 148.214 106.416 41.7978 994.093 34.7199
internal_count=8763 5907 2856 2768 384 277 142 135 2384 2328 2229 238 103 135 107 5669 3395 3325 2274 1776 1667 498 353 145 3243 109
is_linear=0
shrinkage=0.05


Tree=715
num_leaves=25
num_cat=0
split_feature=12 23 40 29 24 23 26 4 20 24 29 33 16 10 33 16 44 44 30 39 21 20 25 14
split_gain=0.516644 2.58652 1.90028 3.83096 2.11165 2.6342 2.41878 3.36402 3.51138 2.29132 2.4049 1.65578 3.45861 6.66117 2.80827 2.70814 2.44922 1.47073 3.12642 1.5341 1.32542 1.1428 1.62858 0.58952
threshold=0.046440993233288839 0.027061841327384987 0.007870867204193048 0.0028885691178012212 0.019559970670084092 0.067712333232183244 0.013855432904929884 0.87771632046634984 2.4094917374864031 0.016193816101196707 0.0084759479132426891 0.0125486060814339 0.034678164161035439 60.0303268312474 0.012694626498203168 0.025082460410213971 0.1294095225512602 0.91597561503675351 0.0096362647486902386 0.0059940723833248099 -0.011279355637019657 -0.29704403637012949 0.0072457639317700844 0.43844185792393137
decision_type=2 2 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 9 -6 -8 -9 10 -1 12 13 15 -13 -3 -15 19 -19 -16 -11 22 -14 -23
right_child=1 11 3 -5 6 -7 7 8 -10 20 -12 14 21 16 17 -17 -18 18 -20 -21 -22 23 -24 -25
leaf_value=-0.00026493400751261589 -0.029067277772106305 -0.034950909267344822 0.033559032009599581 -0.011082604710913496 0.039534949335086188 -0.029291392576352555 -0.01975010991783855 0.047869423993173219 -0.00090367706196620287 0.00063798477862791764 0.014537260497930353 0.029421218320554957 0.0036778065116880275 0.0081164916721805022 -0.0061012924446874964 -0.0010608134219622096 0.050822845493147931 -0.021182067884102623 0.013264202407860227 0.0040637451263838579 -0.030570866972980074 -0.010425567716002873 -0.033953678631281778 -0.035455450782984198
leaf_weight=402.748804371804 8.2114180522039515 9.1029735673218983 12.198237928561868 7.6058129789307705 6.741822965443137 7.6675339462235561 8.2841616477817315 6.2472103107720605 8.3423444926738721 4.8349253926426163 29.307344212196767 8.3782735010609013 8.1387104457244295 7.2312691775150579 48.270605457480997 17.318237491883337 6.834550691768527 20.562292833346877 9.4037282587960345 156.57374312961474 9.3280200529843551 3.8085909187793758 4.1808176655322304 12.207826262805609
leaf_count=3634 102 124 79 92 40 105 91 48 79 41 226 71 85 74 540 171 49 336 144 2260 112 32 57 171
internal_value=4.13225e-05 -0.00152212 0.00104608 0.0161935 0.000412092 -0.000422529 0.0133301 0.00525035 0.0198242 6.87838e-05 0.000730694 -0.000772097 -0.00762257 0.00164604 0.00114839 -0.0130133 0.0294327 0.000106203 -0.0101979 0.0016422 -0.0196365 -0.0210008 -0.00886097 -0.0299154
internal_weight=823.529 320.223 503.306 19.8041 483.502 453.887 29.6155 22.8737 14.5896 446.219 432.056 312.012 68.823 40.487 243.189 26.4212 14.0658 234.81 29.966 204.844 14.1629 28.3359 12.3195 16.0164
internal_count=8763 4216 4547 171 4376 4118 258 218 127 4013 3860 4114 763 418 3351 295 123 3280 480 2800 153 345 142 203
is_linear=0
shrinkage=0.05


Tree=716
num_leaves=31
num_cat=0
split_feature=20 28 28 24 0 21 20 28 3 3 27 29 7 28 12 43 1 38 1 20 38 4 16 12 33 3 33 1 30 41
split_gain=0.569546 3.07348 4.8741 4.48457 4.43631 5.71743 3.14114 2.77606 5.70514 6.5536 5.65354 4.71926 4.62671 3.89728 3.08341 2.74806 2.35606 2.19563 3.23268 2.10074 2.31196 2.34784 1.97114 1.65491 2.50759 2.12265 2.63124 1.91144 1.52689 1.5025
threshold=-0.16660443116753834 0.013260182095011864 -0.0089633010498873008 0.0088578877939437962 0.82241146962685907 -0.0085443388475942572 -0.31823512881947646 0.06493371896546514 0.048466030195755468 0.04271805525161481 0.0017349557914659493 0.0054464409304709758 79.184000040981843 0.021638598589427255 0.056417329614471386 1.0000000180025095e-35 0.048090608767043318 0.063251809383075633 0.085231026168251497 -0.084341937161119415 0.0041643891059020008 0.79072538630367817 0.045422569610121914 0.14418440590349921 0.03109710837641513 0.097879192322647635 0.018888501636718572 0.077770507440309999 0.013567075902549035 0.00071604332098424914
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 29 15 -6 16 8 9 13 -10 -11 -12 -3 28 -5 -1 18 -16 20 -2 -22 -18 24 25 26 -21 -27 -9 -4
right_child=19 7 3 4 5 -7 -8 14 10 11 12 -13 -14 -15 17 -17 22 -19 -20 23 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.01806637339137827 -0.0039047937960662001 -0.029973640373444611 0.013740051827041766 0.014813272935476789 -0.016111697696365248 0.024465373954585187 -0.022242805919140671 0.026026302592826109 -0.040820332953650292 0.036533486773402235 0.00065179376229118418 0.0025157619782852749 -0.018602048965131537 0.00076662462978709773 0.0018483386499326751 0.040024738521369951 0.016900388972991828 0.0058586296118326555 -0.028086738232212451 -2.7137463525744383e-05 0.028063853507289811 0.0037502515813062258 -0.0011229825681386097 0.014600022255652502 -0.018990744837096327 -0.00246865066941968 -0.011745486016987838 0.0092736628534877876 0.0039903902810726234 -0.0057063977843817741
leaf_weight=17.28436915576458 20.722929798066616 16.869050487875938 12.597570337355135 23.30340813100338 17.946856692433357 16.556220069527626 19.875843405723572 15.843318626284598 17.089539214968681 17.150512889027596 55.301468461751938 25.823172330856323 70.061049424111843 25.491420730948448 18.525241136550903 21.941944122314453 17.85938286036253 30.507639668881893 16.935452379286289 1725.68474679254 20.985665589570999 19.847354106605053 95.469375781714916 19.427521407604218 17.18028362840414 49.357609502971172 49.19853001460433 111.50116231665015 16.827768579125404 44.771410688757896
leaf_count=55 70 59 43 70 55 55 66 50 52 51 175 81 228 82 60 72 68 117 57 5563 68 66 372 83 60 184 171 419 59 152
internal_value=0 -0.00133465 0.00242211 0.00924847 0.016915 0.00322905 -0.0037665 -0.0046597 -0.00769805 0.0024748 -0.0138245 0.0162614 -0.010075 -0.011399 0.00230676 0.0272113 -0.000901782 -0.00385549 -0.0123463 0.000402737 0.00949208 0.0164061 0.00168562 0.000116062 -2.62035e-05 0.000140502 -0.000355422 0.00564031 0.0148757 -0.0013327
internal_weight=2647.94 614.032 287.606 137.117 79.7484 34.5031 150.489 326.426 227.786 85.3342 142.452 42.9737 125.363 42.3605 98.6394 45.2454 130.613 65.9683 35.4607 2033.91 61.5559 40.833 113.329 1972.35 1952.92 1935.74 1774.88 160.859 32.6711 57.369
internal_count=8763 2079 1008 447 252 110 561 1071 728 273 455 132 403 141 343 142 495 234 117 6684 204 134 440 6480 6397 6337 5734 603 109 195
is_linear=0
shrinkage=0.05


Tree=717
num_leaves=16
num_cat=0
split_feature=31 21 1 34 28 28 31 28 42 33 10 31 40 28 40
split_gain=0.586396 1.26207 0.911679 2.13574 3.20914 1.81603 1.66093 3.91171 1.64262 2.13509 1.67418 1.30272 1.71467 2.43801 1.41834
threshold=0.021325839060730514 -0.0094916221677812801 0.14062424250331548 -0.0058290667890815153 -0.063772375530631961 -0.111443528074976 -0.0098431639785578149 -0.089802842982309256 0.79500563616224296 0.024855374544179892 81.743169045927303 -0.018747448954580831 0.015169236847580049 0.029083490911346876 0.012920261299514143
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 -1 7 -5 9 -8 -10 -7 14 -14 -13
right_child=1 -3 3 6 -6 11 8 -9 10 -11 -12 12 13 -15 -16
leaf_value=0.015431895937651555 0.014286204507453154 -0.0042751180773119837 -0.0032962397712890078 -0.0061007172635324158 -0.035330931027016885 0.014135857355499902 -0.033041013060957462 0.023892275883935613 0.012246379071388515 -0.00047028042343892873 -0.013178734062171463 -0.00014525023706768832 -0.026326226781195033 0.0040396836982327751 0.0085072604529037085
leaf_weight=19.084240838885307 21.00652364641428 15.548639096319674 22.532915756106377 24.863271616399288 12.230671539902685 16.057667434215546 10.461085036396982 18.936137955635786 15.263335369527342 10.222888864576815 11.023777015507219 2308.7216350138187 14.644439399242403 11.487084612250326 48.250241424888372
leaf_count=68 80 56 87 95 67 56 60 79 63 41 58 7656 70 46 181
internal_value=-1.21269e-05 0.00626467 -0.000104535 -0.00425832 -0.0147792 0.000109193 -0.00016213 0.00677738 -0.00673993 -0.0172635 0.00138507 -1.12466e-05 -0.000109259 -0.0128226 3.01099e-05
internal_weight=2580.33 36.5552 2543.78 125.534 34.7636 2418.25 90.7705 43.7994 46.9711 20.684 26.2871 2399.16 2383.1 26.1315 2356.97
internal_count=8763 136 8627 550 154 8077 396 174 222 101 121 8009 7953 116 7837
is_linear=0
shrinkage=0.05


Tree=718
num_leaves=19
num_cat=0
split_feature=18 21 20 40 34 30 30 39 37 29 29 17 3 31 2 21 9 0
split_gain=0.547484 1.24736 0.814655 1.3423 0.963783 3.45038 5.32886 4.36553 2.60594 1.99174 3.16959 2.0876 1.3324 2.02074 1.85054 1.62466 1.31883 0.085126
threshold=1.2073454931770671 0.00089772857442038895 10.992867177945145 0.0048724931042696843 0.0040538732532542374 -0.0017039380658729888 0.0022645864886301618 0.0038866040558007075 0.033973378099426361 0.00035234453218269129 0.002188363913732561 -1.5260085902477303 0.12378715089118235 -0.014233314597565402 0.33911446861563527 -0.060368242619433826 -15.647942820359489 0.71062002347573705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 12 9 7 -7 -8 11 -11 -6 13 14 -1 -14 -15 -5
right_child=1 -3 3 17 5 6 8 -9 -10 10 -12 -13 15 16 -16 -17 -18 -19
leaf_value=-0.00052585247125162945 -0.033052974820416629 0.0059752871178434756 0.015361550524695964 -0.01344437639190854 0.013655889912982139 -0.014753750702650307 -0.0068502116900927808 0.026967166448131425 0.014372114570480696 0.037197839911617007 -0.010062811882026628 -0.020902132739704784 0.014158679691765971 0 0.039273345988239033 -0.033151123781142315 -0.0089643368039948653 -0.033216243438034081
leaf_weight=5.1067116339690966 3.8576266411691895 3.8271510396152735 2.3230563923716527 2.0674273385666311 4.9985814997926381 7.130329903215169 49.33682623365894 42.216663022525609 20.32109330734238 5.4339734548702827 9.5608708956278843 25.885090907104313 2.2928591659292579 577.84307949291542 6.0350888874381781 6.3159218253567797 44.092363602481782 4.0435921810567379
leaf_count=101 85 47 27 57 65 74 664 325 261 43 120 441 33 5595 44 200 501 80
internal_value=4.16955e-05 -0.0131469 0.000173784 -0.0151806 0.000342401 0.00375459 0.00826437 0.02082 -0.000575683 -0.00782717 0.00686568 -0.0151215 -0.000527031 -0.000251787 0.0207447 -0.0199586 -0.000639246 -0.0276564
internal_weight=822.688 7.68478 815.004 8.43408 806.569 164.883 119.005 49.347 69.6579 45.8785 14.9948 30.8837 641.686 633.077 11.1418 8.60878 621.935 6.11102
internal_count=8763 132 8631 164 8467 1993 1324 399 925 669 163 506 6474 6241 145 233 6096 137
is_linear=0
shrinkage=0.05


Tree=719
num_leaves=22
num_cat=0
split_feature=31 3 28 33 40 38 28 28 31 40 37 32 6 40 30 1 10 25 6 20 29
split_gain=0.569608 1.71834 0.868498 5.2559 5.04257 3.49852 3.50303 1.19143 6.17174 4.19912 5.49618 5.14056 4.7024 5.71373 4.6475 3.56038 2.47519 2.64005 2.32684 2.13508 2.86349
threshold=0.021325839060730514 0.10396000349482663 0.071058201306621702 0.020667310900199787 0.0074530524375226699 0.014322204988315048 0.080083082032009548 0.033596115193832397 0.0077987657074857367 0.0056652701423173212 0.013734370499285832 0.001219432244013608 46.512880705657771 0.0091160470067026111 0.0044591972488223584 0.024848874846707059 79.890597484453323 0.007838666899046021 89.26153147012063 0.75009516847153379 -0.00077328300867851574
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 7 4 -4 -6 -7 8 16 10 15 -12 14 -14 -11 -9 17 -1 -18 20 -10
right_child=1 -3 3 -5 5 6 -8 9 19 12 11 -13 13 -15 -16 -17 18 -19 -20 -21 -22
leaf_value=-0.0002763422191886914 0.0066128187836939608 -0.015482685994813139 0.021766322448400821 0.024882789461997418 -0.024916528672874985 0.012315976123728508 -0.0056845416759895356 -0.0043914341484344085 -0.0091307841533581867 0.022467201823736255 0.025561711659244681 -0.014166704410956478 0.00061465080573238468 -0.014670652594779504 0.0002010669392780057 -0.03169966645952503 -0.024540758804580211 0.01061523176733001 0.00047489184455355249 0.028457797696507123 0.015715777202198761
leaf_weight=1728.7343180142343 14.642578110098837 20.993744656443596 23.265244379639626 24.535921037197113 16.424111932516098 37.841231111437082 93.687651390209794 18.89852511882782 15.380402371287344 39.837791569530964 14.749602064490317 17.814431861042976 247.07297196611762 80.899846404790878 57.834156185388565 34.771793946623802 19.921416882425547 57.381524637341499 16.628678813576698 19.627396278083324 44.028469830751419
leaf_count=5715 53 83 79 89 55 136 326 62 46 136 46 65 764 273 177 106 83 197 59 67 146
internal_value=0 -0.00627087 8.47247e-05 0.00328819 0.000151738 -0.00322574 -0.000462334 -0.000173147 0.000400986 -0.00231556 -0.0123712 0.00369804 -0.000264141 -0.0031438 0.00934766 -0.0222029 -0.000189803 7.13406e-05 -0.0130531 0.0140715 0.00919468
internal_weight=2644.97 35.6363 2609.34 195.754 171.218 147.953 131.529 2413.58 1901.7 511.879 86.2344 32.564 425.645 327.973 97.6719 53.6703 1822.67 1786.12 36.5501 79.0363 59.4089
internal_count=8763 136 8627 685 596 517 462 7942 6313 1629 279 111 1350 1037 313 168 6054 5912 142 259 192
is_linear=0
shrinkage=0.05


Tree=720
num_leaves=20
num_cat=0
split_feature=28 38 43 5 31 40 33 0 12 44 31 32 31 28 40 15 17 2 39
split_gain=0.585631 3.62505 4.57896 3.27533 3.64863 2.89536 5.98796 4.58919 5.63357 4.40599 2.38089 1.63989 1.53505 5.65348 5.08203 1.78869 4.14169 3.42845 0.425016
threshold=-0.015405536795552701 0.020415994597923762 1.0000000180025095e-35 0.025964878153835847 -0.0030080755352644736 0.0070274671643767656 0.012970561711498707 -0.016932725742177707 0.050047077258135723 -0.60355339059327384 -0.010521946942384989 0.0060046353236393327 -0.001812871709782687 0.023616979500161464 0.010847213646235766 1.1282817422235041 1.751662621706233 0.68662137751812147 0.013357477770318161
decision_type=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 -1 6 9 -7 -9 -5 -2 12 13 14 -12 16 -14 -17 -13
right_child=10 2 -4 5 -6 7 -8 8 -10 -11 11 18 15 -15 -16 17 -18 -19 -20
leaf_value=0.00066724159522383393 0.019058971168342681 0.032869599121332048 -0.0023078320847237355 0.014597142589274373 -0.02835782468323101 0.024973218906281604 0.033150282257103418 -0.024928994954072376 -0.0028812195034866373 -0.0059595061981619433 0.0032531391309457433 -0.0056826418779619796 -0.00066507358203077348 0.025553215353581904 -0.026040231489990146 0.023883770707403672 -0.02311259329294952 0.0018091362896844555 -0.021413117842628827
leaf_weight=18.631153672933578 16.796664610505104 16.68765714764595 20.039005018770695 38.731433615088463 24.689109496772289 12.875070735812185 16.202544450759888 32.645558346062899 260.40412987396121 79.022252827882767 243.50416598469019 9.4384387843310851 1373.3760119229555 26.843386895954609 15.645089633762835 18.573139071464539 20.781335771083832 323.12052743136883 10.140079461038111
leaf_count=65 58 67 69 120 94 42 49 143 1050 261 782 41 4476 85 61 57 72 1112 59
internal_value=-1.28351e-05 -0.00151389 0.013586 -0.0026745 -0.0157868 -0.00136852 0.00474228 -0.00406129 -0.00536205 0.000766191 0.000363972 0.000206776 0.000348978 0.00374341 0.00145602 -0.00020758 -0.0010049 0.00303029 -0.0141512
internal_weight=2578.15 519.928 36.7267 483.201 43.3203 439.881 133.956 305.925 293.05 117.754 2058.22 2041.42 2021.84 285.993 259.149 1735.85 1394.16 341.694 19.5785
internal_count=8763 1960 136 1824 159 1665 430 1235 1193 381 6803 6745 6645 928 843 5717 4548 1169 100
is_linear=0
shrinkage=0.05


Tree=721
num_leaves=18
num_cat=0
split_feature=27 38 20 33 33 40 31 31 31 12 37 39 38 19 28 32 38
split_gain=0.521965 2.00423 2.22296 1.33245 2.21505 2.72518 0.876794 3.18083 1.64402 5.10153 4.53967 1.87914 1.33165 7.49905 1.56109 0.381346 0.194193
threshold=0.017542363230939474 0.066634177620920623 -0.68060857042283551 0.023496268459635167 0.016066675225505454 0.0090596862948348709 0.01632982287915587 0.018131784515624801 0.0082503262251381968 0.039022656077377892 -0.0046528604452131797 0.0045766770990103142 0.047663525489199839 0.90383204987165222 0.04541919667686891 0.0038480417263824182 0.055213279992879845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 15 8 -8 12 11 -11 -10 14 -14 -1 -2 -6
right_child=3 2 -4 -5 16 -7 7 -9 9 10 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.00044760619051314619 -0.0066021196544753568 0.059872746407199744 0.004088378479701664 0.019001552207718771 -0.012472746708595057 0.021904890105555453 0.037365150982002854 -0.01661419743903551 0.00031885861095419207 0.0044202959850438081 -0.024330455670550952 0.036945325500929327 0.061003975518253643 -0.013568501234304748 0.0082650490354168795 -0.033110869277707698 -0.033912064762427321
leaf_weight=632.43987651239149 3.1660828967578762 2.8414302058517933 5.1431979131884864 4.0892926887609056 2.3857316551730019 7.5215460662730038 6.2268694220110756 4.5709877065382898 7.2566070128232223 21.146462257485837 37.571676884312183 7.2180303893983364 5.4662566343322387 8.2949221516028029 55.82073100656271 3.5329046137630939 7.4484726879745722
leaf_count=6422 45 38 97 72 34 93 64 76 70 235 597 50 38 115 485 60 172
internal_value=4.11499e-05 0.000284755 0.0250534 -0.00663105 -0.0112562 0.00105425 2.36291e-05 0.0141128 -0.000167964 -0.00729868 -0.0139014 0.0190545 0.000569297 0.0159191 0.00025286 -0.0215991 -0.0293922
internal_weight=822.141 793.997 7.98463 28.144 24.0547 14.2205 786.012 10.7979 775.215 73.1928 58.7181 14.4746 702.022 13.7612 688.261 6.69899 9.8342
internal_count=8763 8287 135 476 404 198 8152 140 8012 952 832 120 7060 153 6907 105 206
is_linear=0
shrinkage=0.05


Tree=722
num_leaves=24
num_cat=0
split_feature=35 34 29 28 34 43 15 18 30 39 35 15 7 15 25 2 32 42 20 41 41 25 4
split_gain=0.563478 2.05785 3.15718 2.91701 1.87774 2.21552 1.94299 1.89085 3.20642 1.42736 1.14269 1.17734 4.92668 4.02692 4.18213 3.59216 3.40821 3.29587 3.18043 3.03471 2.8538 2.8152 2.67265
threshold=0.0095766070353945371 -0.0031540005627175289 0.015010850648076836 0.0035483591262803287 -0.0019126576179788188 0.91597561503675362 0.92172283953800838 0.52088153720280805 -0.0090631979575075735 0.0083661856224540743 0.00922832043828903 0.91562195042163452 69.67751826374446 0.73135254299493868 -0.00046452814414428995 0.68662137751812147 0.0024828582521871857 0.76536574747957176 -0.06925911925912058 0.0003677717890884179 0.00081646113201211 -0.00073108772031021463 0.68816054676047889
decision_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=10 2 3 -2 -3 7 -7 8 -6 -9 11 13 18 17 16 -16 -15 21 -13 -14 -21 -1 -20
right_child=1 4 -4 -5 5 6 -8 9 -10 -11 -12 12 19 14 15 -17 -18 -19 22 20 -22 -23 -24
leaf_value=-0.00040631266910693548 -0.0037474355103196523 0.014379838468323223 0.0027571934596101431 -0.034881097994855184 0.0048709380437402805 -0.0028852009785010979 0.018912743499410793 -0.003610798273474704 -0.022188884612454593 0.002971986949625206 0.012112778267984618 0.0025538475689691476 0.016232971390480577 0.013405028282763283 -0.0086547716334202784 0.013823517916697926 -0.010590767970886041 -0.019312110610047509 -0.026263085612248788 -0.013505631329566233 0.000808407820385926 0.010048186615129101 -0.0068733471513137568
leaf_weight=1246.2804634459317 14.068443655967714 20.451334051787853 24.30904183536768 17.179912731051445 17.326142147183418 16.894808113574982 24.401885114610195 206.1898555085063 28.334687188267708 136.34022623300552 20.382626563310623 27.623568043112755 28.658219575881958 156.14973068609834 62.682336159050465 24.6060526445508 16.036153055727482 22.060957424342632 38.65501594543457 38.493103243410587 353.1396922301501 67.788390815258026 34.595161028206348
leaf_count=4096 50 74 87 57 70 60 91 671 93 481 68 94 97 498 204 79 58 74 125 133 1178 214 111
internal_value=0 -0.00150134 -0.0105743 -0.0210805 -0.000367825 -0.0010849 0.00988882 -0.00226744 -0.0118235 -0.000975899 0.000354815 0.000238668 -0.0018212 0.000914678 0.00661389 -0.0022525 0.0111364 -0.00018877 -0.0117406 0.00054989 -0.000588826 0.000129919 -0.0171956
internal_weight=2642.65 505.496 55.5574 31.2484 449.939 429.488 41.2967 388.191 45.6608 342.53 2137.15 2116.77 521.165 1595.6 259.474 87.2884 172.186 1336.13 100.874 420.291 391.633 1314.07 73.2502
internal_count=8763 1734 194 107 1540 1466 151 1315 163 1152 7029 6961 1738 5223 839 283 556 4384 330 1408 1311 4310 236
is_linear=0
shrinkage=0.05


Tree=723
num_leaves=18
num_cat=0
split_feature=17 0 40 39 41 32 42 25 42 28 37 35 32 35 39 40 20
split_gain=0.568027 1.0846 2.61504 3.19338 1.54477 1.15704 2.91224 3.0081 2.73928 2.42937 2.22603 2.10424 1.86787 1.79022 1.69315 1.77352 1.55245
threshold=2.9961361351741553 0.97607358319575976 0.0084308617040875205 0.0056774119837197778 0.010643056014933249 0.0030049383344542954 0.90523821401845794 0.006589268970166518 0.9199391054260192 -0.076246129466940524 0.029080480092175679 0.0071263130914973613 0.0028225533105733654 0.012932798172651363 0.0058175007474560985 0.0081295567776729378 -0.16660443116753834
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 8 7 9 12 -7 -9 -10 16 -13 -8 -16 -1
right_child=-2 2 -4 4 -6 6 14 10 11 -11 -12 13 -14 -15 15 -17 -18
leaf_value=0.0029314247756528928 0.008724409612450152 0.0041488726909629913 0.010990707152176859 -0.036601307140855702 -0.011527374844193366 -0.0073870051858440011 0 -0.023637685488740078 -0.026340529339415126 0.011905551934530752 -0.0024128643840357206 0.004763500364453558 -0.015005046632343852 -0.013727005232257648 0.032382933614710348 0.0098617618722349962 -0.00046571529856617505
leaf_weight=415.15445131808519 18.362130865454674 15.861368700861929 14.740080468356608 12.752594344317915 13.518854245543478 21.338102154433727 15.822560697793959 14.748898167163132 15.543936759233473 65.208214793354273 78.517244877293706 23.697328895330429 20.341903813183308 28.285007253289223 15.655956856906412 21.989826928824186 1764.4292114265263
leaf_count=1411 68 52 55 55 50 88 60 52 55 230 317 82 71 96 53 81 5887
internal_value=-1.20502e-05 -7.70664e-05 -0.00689954 -0.013288 -0.0239809 7.6364e-05 0.00343018 0.000352842 -0.000266616 0.00708821 -0.00584458 -0.0101788 3.5812e-05 -0.00520872 0.0136659 0.0194212 0.000179163
internal_weight=2575.97 2557.61 56.8729 42.1328 26.2714 2500.73 233.281 179.812 2267.45 86.5463 93.2661 67.5263 2199.93 51.9823 53.4683 37.6458 2179.58
internal_count=8763 8695 212 157 105 8483 881 687 7602 318 369 233 7369 178 194 134 7298
is_linear=0
shrinkage=0.05


Tree=724
num_leaves=18
num_cat=0
split_feature=34 32 34 41 39 39 24 44 29 41 24 41 25 34 34 39 2
split_gain=0.55425 2.40889 1.58487 1.33921 1.94208 1.66612 1.66382 1.3739 1.32889 1.50975 1.18736 3.25449 1.57763 1.44429 1.74934 0.148885 0.118809
threshold=0.0096864835247308951 0.0050678209380599568 0.0092422739838938801 0.012128777331920955 0.006715362401616117 0.0080350474598795667 0.01774819243632678 0.91597561503675351 0.024166250481564847 0.0030007486028005071 0.025610583431394662 0.0064108954861381504 0.015121199917520844 0.0085254912327912286 0.0040538732532542374 0.0057817823629547011 1.0603422895371108
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 6 -5 -6 15 -7 10 -10 13 12 -12 14 -1 -2 -11
right_child=1 -3 -4 4 5 7 -8 -9 9 16 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.00064407422334903036 -0.015694652864484557 0.023790792954767305 0.024629867856893049 0.034212497345662 -0.034007973646590799 -0.0076625886407621947 0.00064909041294389951 0.023970140812610344 0.0033820664843072059 -0.03434735817906167 -0.033244485563920255 0.032836262263881463 0.0082856859975540993 -0.022498241784300415 0.0063487713277728154 -0.034588903737355806 -0.01525342233566823
leaf_weight=619.91424313676544 2.7280833516269949 6.1896791420876971 6.5852384641766539 3.1370382336899665 4.5068260142579701 15.139765712665396 6.0817325059324494 4.3235601531341663 5.9245381643995634 5.4582159188576025 3.6950920382514614 9.7530079856514913 5.3766871662810445 6.8763037803582838 104.3098198287189 8.9417090546339733 2.6105341599322855
leaf_count=6230 40 86 68 31 68 296 76 60 82 103 63 95 61 93 1103 159 49
internal_value=4.49892e-05 -0.00498831 0.000385554 -0.00911459 -0.00189892 -0.00695515 -0.0197807 -0.000293544 0.000166819 -0.0150341 0.000459095 0.012827 -0.00826315 0.00013209 0.000356938 -0.0307676 -0.0290442
internal_weight=821.552 51.0484 770.504 44.8587 27.1072 23.9702 17.7515 19.4633 763.918 13.9933 749.925 18.8248 9.07178 731.1 724.224 11.6698 8.06875
internal_count=8763 816 7947 730 455 424 275 356 7879 234 7645 219 124 7426 7333 199 152
is_linear=0
shrinkage=0.05


Tree=725
num_leaves=10
num_cat=0
split_feature=15 22 43 2 24 14 28 15 17
split_gain=0.577962 0.966123 1.70383 1.21995 1.98997 1.89263 1.44968 1.38734 2.00202
threshold=-0.43164214086754593 -0.14168521995753577 1.0000000180025095e-35 0.024389310306721441 -0.01697615798573315 2.1745792021827017 -0.04170289953503057 -0.30793755698360398 -2.0615822825220902
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 -3 -5 -6 -9
right_child=1 3 -4 4 7 -7 -8 8 -10
leaf_value=0.0081600504664996586 0.00269130654470925 0.019285638155436491 -0.020418526858667435 -0.0028295377616329321 -0.01095207895463933 -0.0034858757566599771 -0.023676610662399341 0.0095678859712341156 -1.5614186328138208e-05
leaf_weight=21.4108961597085 15.435440801084043 20.246563650667667 15.66309170424938 20.169581532478333 28.113362826406956 15.922457747161387 14.967776298522947 55.621748212724924 2432.6903647501022
leaf_count=72 51 79 49 73 89 55 54 182 8059
internal_value=-3.49734e-07 -6.92853e-05 -0.00881607 3.42352e-05 -9.32526e-05 0.00914125 -0.0118938 7.00006e-05 0.000196974
internal_weight=2640.24 2618.83 31.0985 2587.73 2551.56 36.169 35.1374 2516.43 2488.31
internal_count=8763 8691 100 8591 8457 134 127 8330 8241
is_linear=0
shrinkage=0.05


Tree=726
num_leaves=21
num_cat=0
split_feature=33 27 16 5 33 39 1 15 18 12 39 3 33 32 36 35 27 27 1 1
split_gain=0.566219 2.86102 0.66726 2.81778 7.5455 3.9425 5.72758 3.72534 4.80576 3.62307 3.67055 3.25945 2.73102 2.38416 2.20082 4.08487 2.92685 3.35411 2.10236 1.5932
threshold=0.0042703287206451923 0.0017861002146741169 0.024748396467124321 0.033426913440624637 0.0087889865713043011 0.0069342988511016381 0.048090608767043318 0.99222700655362428 0.46138612180811195 0.03053844912514778 0.0046386058236718873 0.035538646764921002 0.0082958098810985113 0.0018733494918499844 -0.011159698438530928 -0.0082304785358281434 -0.0041420017867680441 0.0016748044131788093 0.04283355925836551 0.036054277710441264
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 7 6 -6 8 -4 10 -5 -9 -11 14 15 -2 18 -18 -16 -14
right_child=2 -3 3 9 5 -7 -8 11 -10 12 -12 -13 19 -15 16 -17 17 -19 -20 -21
leaf_value=-0.028880853509840688 -4.9539155226883106e-05 0.010897137213041922 0.00043221713582954557 0 -0.028253600988790418 0.00037605538092220841 0.0047758921304585991 0.0083476482067865593 0.032975140367538 0.017428671165615625 -0.035920988871036126 -0.020670761077204072 0.0078815056112563602 0.019532412947129135 -0.030935876138298665 0.029001379518139393 0.0036314902475899843 -0.0034984392430866987 -0.0035414857412695332 -7.0887317258932898e-05
leaf_weight=8.9025220051407832 31.479789778590202 8.7724637091159803 27.26374451816082 15.056411534547808 60.158030919730663 28.971377223730087 16.431450061500072 18.289245098829269 19.728869274258614 23.459724731743336 13.741449438035486 19.995100691914558 65.668084591627121 17.384363196790218 12.373807296156885 19.215349480509758 414.472128033638 273.41554331406951 17.133471496403217 1463.2255271393806
leaf_count=76 99 29 87 57 200 96 52 64 60 81 54 65 198 56 44 57 1360 870 69 5089
internal_value=-1.20327e-05 -0.00890668 4.78303e-05 -0.000487846 -0.00622616 -0.0151676 -0.0211053 0.00478833 0.0142419 0.00020193 -0.0173346 -0.00669216 0.000531568 0.00126256 0.000840058 0.0108988 0.000120861 0.000790184 -0.0152638 0.000267902
internal_weight=2575.14 17.675 2557.46 1771.99 190.838 105.561 76.5895 85.277 46.9926 1581.15 28.7979 38.2843 1552.35 785.474 768.09 50.6951 717.395 687.888 29.5073 1528.89
internal_count=8763 105 8658 6103 624 348 252 276 147 5479 111 129 5368 2555 2499 156 2343 2230 113 5287
is_linear=0
shrinkage=0.05


Tree=727
num_leaves=19
num_cat=0
split_feature=18 38 20 12 34 30 30 39 37 21 43 44 3 31 2 21 38 4
split_gain=0.522677 1.27968 0.766091 1.53606 0.857511 3.16535 4.86019 4.01497 2.4128 1.90944 3.53625 1.96869 1.28877 1.88258 1.69255 1.56084 1.45042 0.0926482
threshold=1.2073454931770671 0.027372846596378845 10.992867177945145 0.032696804541564699 0.0040538732532542374 -0.0017039380658729888 0.0022645864886301618 0.0038866040558007075 0.033973378099426361 -0.01019127991505722 0.25881904510252091 0.1294095225512602 0.12378715089118235 -0.014233314597565402 0.33911446861563527 -0.060368242619433826 0.02623844789750918 0.75848882114067873
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 12 9 7 -7 -8 11 -11 -6 13 14 -1 -14 -15 -5
right_child=1 -3 3 17 5 6 8 -9 -10 10 -12 -13 15 16 -16 -17 -18 -19
leaf_value=-0.00039578968777135166 0.0062962742248170028 -0.03356821193381742 0.019925508107884054 -0.012994338821903074 -0.025992898802108456 -0.014572414151372599 -0.0067278778735433671 0.025496250028344547 0.013660289483871582 -0.011531937929257568 0.038856907036864619 -0.00026872847423101853 0.013271095421654762 -0.0017861410704236658 0.037556277543733751 -0.033083447891773865 0.0043212679761967564 -0.033187303653279092
leaf_weight=5.0917871478013677 3.8245686823502174 3.7407542141154408 2.1147390743717533 2.0145211569033563 17.076832440681759 7.079238597303628 49.070718312403187 42.955506567843258 20.45409895805642 9.1215503783896548 5.4264535354450336 13.823772422038017 2.3173107989132404 500.46707470598631 6.1021797135472298 6.131216415204106 120.29539342690259 4.1533528100699186
leaf_count=101 46 86 23 56 258 74 664 325 261 134 68 209 33 4819 44 200 1277 85
internal_value=4.32681e-05 -0.0129436 0.000171733 -0.0148527 0.000334272 0.00355086 0.0078397 0.0197096 -0.000646891 -0.00761426 0.00705888 -0.0146841 -0.000487141 -0.000218251 0.0199997 -0.0197776 -0.000594049 -0.0277022
internal_weight=821.261 7.56532 813.696 8.28261 805.413 165.008 119.56 50.0347 69.5248 45.4486 14.548 30.9006 640.405 631.956 11.194 8.44853 620.762 6.16787
internal_count=8763 132 8631 164 8467 1993 1324 399 925 669 202 467 6474 6241 145 233 6096 141
is_linear=0
shrinkage=0.05


Tree=728
num_leaves=26
num_cat=0
split_feature=27 30 21 3 2 7 32 15 1 14 27 33 43 29 34 7 7 15 34 15 29 5 16 3 21
split_gain=0.548096 3.32092 8.9727 4.08084 3.02949 3.31608 3.98329 3.97296 3.21852 2.70715 2.62532 3.66861 2.38284 1.91034 3.23831 2.38097 3.27403 2.34232 2.59705 1.90008 3.48336 1.50932 4.69081 3.25321 0.951332
threshold=-0.0028894291742242828 -0.0032079026126467787 -0.011382491389807273 0.070858042321652395 0.56173992879351931 66.757446210521849 0.00032978372461920199 0.30922857196531034 0.11011274044441978 1.4255064190013287 -0.0024024923975114578 0.0101253338630916 0.60355339059327384 -0.0032583348685528142 -0.0095492541919631174 31.835520053038078 28.385840739091091 0.3763279169340738 -0.0032275371626098721 -0.19394825122918558 -0.0076639743196012513 0.049462983288923339 0.041446176229919696 0.084306784381474778 -0.0161437768060405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 5 6 7 -1 -8 24 11 -2 -7 14 -12 16 -15 18 -16 -4 -21 23 -23 -17 -3
right_child=10 2 19 -5 -6 12 8 -9 -10 -11 13 -13 -14 15 17 21 -18 -19 -20 20 -22 22 -24 -25 -26
leaf_value=-0.00064811636381871497 -0.023282550398254602 0.045426161064651062 0.0064736233757452582 0.001591325485068568 0.020186659786225924 -0.025777059641642886 0.014871852620716644 -0.018841815336084353 -0.0078030824608789759 0.011833875936844583 0.011729486663346 0.0027029819804870849 0 -0.0027896604252706518 -0.015616228060061381 -0.00046075184980365054 0.026179120171182648 -0.02065690339946559 -0.0011135209827932938 -0.031946325394139143 0 0.013869298544709552 0.00043086841618123042 -0.019432696143408375 0.02672934229398399
leaf_weight=371.89064982905984 29.194960281252861 16.288948431611061 16.51166670024395 21.992566376924515 17.111806243658066 22.344405613839626 67.465269960463047 32.616689063608646 19.980746328830719 18.527015686035156 27.068104043602943 24.711243957281113 14.372667022049425 17.737692099064589 40.320432424545288 1101.8031889982522 20.784753516316414 25.954778127372265 134.61059604585171 15.09780292958021 20.058228775858879 76.03686311468482 447.66582678258419 22.993780508637428 16.364736497402191
leaf_count=1298 96 52 52 81 58 82 255 108 86 57 87 79 55 63 120 3530 69 86 413 50 61 239 1559 77 50
internal_value=0 0.00123271 0.00858804 0.0198594 -0.000441834 -0.00112268 -2.92774e-05 -0.00213178 0.0096307 0.0275934 -0.000422228 -0.0112949 -0.0155969 -0.000112979 -0.00441019 0.000464933 0.0127383 -0.00661454 -0.00449188 -0.00728577 -0.01389 0.000174339 0.00239383 -0.000854726 0.0363189
internal_weight=2639.51 670.623 124.841 73.1733 545.782 528.67 491.953 404.507 87.446 51.1807 1968.88 53.9062 36.7171 1914.98 227.954 1687.02 38.5224 200.886 174.931 51.6677 35.156 1648.5 523.703 1124.8 32.6537
internal_count=8763 2345 403 240 1942 1884 1747 1406 341 159 6418 175 137 6243 706 5537 132 619 533 163 111 5405 1798 3607 102
is_linear=0
shrinkage=0.05


Tree=729
num_leaves=18
num_cat=0
split_feature=39 39 20 44 32 14 13 16 16 36 41 42 43 16 41 36 20
split_gain=0.575213 2.01206 2.4477 2.25998 2.41527 0.840745 2.79789 1.99965 0.886586 3.10109 0.857512 2.88176 2.68186 1.64448 1.40363 3.11224 1.43972
threshold=0.0019043132611811658 0.0014644093830212112 0.49492151305677168 -0.5 0.00016752097038412963 0.048481558709501667 0.013322169114102321 0.022853014643987316 0.0099171040924724424 -0.00083233917565028726 0.00069845366006247769 0.27846568792717519 -0.78656609248549303 0.035152438449999164 0.0013798517222374477 -0.0013585896479975654 -0.16660443116753834
decision_type=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 7 -2 9 -7 11 13 -13 -10 15 -12 -16
right_child=5 3 -4 4 -6 8 -8 -9 10 -11 14 12 -14 -15 16 -17 -18
leaf_value=-0.006114185621151097 0.018032217533367759 -0.026705777956719485 0.017057043380492153 -0.016913767849576097 0.006894211379981057 -0.0070720104460146307 -0.020875513584130957 -0.0064480453867208701 -0.025192559779911507 0.021943587044084167 0.0031840913244470118 0.01520111723411937 0.0018262616547189492 -0.0006647803953052046 0.0026821048258502799 -0.0087177753931144217 -0.00049247711395394714
leaf_weight=25.402382910251617 12.974203914403914 14.854862321168183 20.267001420259476 19.418730061501265 23.030474606901407 17.300736285746098 19.991144351661205 22.647948756814003 12.606303486973049 19.065825559198856 91.843434493988752 50.08603597432375 152.76770162582397 15.740567460656164 473.59245825186372 134.71465146541595 1446.7462838087231
leaf_count=99 44 57 76 73 80 60 72 79 47 71 310 159 510 58 1626 458 4884
internal_value=-1.14842e-05 -0.00367287 0.00407422 -0.00993048 -0.00389358 0.000139271 -0.00592921 0.00235364 0.00028136 0.00802129 0.000160564 0.00305414 0.00515911 -0.0117987 -0.000148847 -0.00387159 0.000287931
internal_weight=2573.05 102.973 45.6694 57.3041 42.4492 2470.08 55.6133 35.6222 2414.46 36.3666 2378.1 231.201 202.854 28.3469 2146.9 226.558 1920.34
internal_count=8763 385 175 210 153 8378 195 123 8183 131 8052 774 669 105 7278 768 6510
is_linear=0
shrinkage=0.05


Tree=730
num_leaves=18
num_cat=0
split_feature=34 32 34 41 39 39 24 29 41 44 24 41 25 34 34 14 34
split_gain=0.535012 2.22824 1.43765 1.28908 2.34711 1.7372 1.62374 1.27231 1.45911 1.26167 1.07886 2.98434 1.5195 1.38544 1.56798 0.152188 0.117019
threshold=0.0096864835247308951 0.0050678209380599568 0.0092422739838938801 0.012128777331920955 0.0066032157573857634 0.0080350474598795667 0.01774819243632678 0.024166250481564847 0.0030007486028005071 0.91597561503675351 0.025610583431394662 0.0064108954861381504 0.015121199917520844 0.0085254912327912286 0.0040538732532542374 0.35146789505480475 -0.0059673274981700266
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 6 -5 -6 15 10 -9 -7 13 12 -12 14 -1 -2 -10
right_child=1 -3 -4 4 5 9 -8 8 16 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.0005889754919266338 -0.015339622880787111 0.022509248422841448 0.023270462449229059 0.039725346628455234 -0.034133069487402516 -0.0074288088178020364 0.00054292475005822828 0.0031588955835932619 -0.015379709949236915 0.022765670512255462 -0.033133881622142043 0.031105735067608793 0.0078715999294760169 -0.022200534968435867 0.0060186237649362487 -0.03449546042442081 -0.034364388311587293
leaf_weight=618.96918176230974 2.6760962735861566 6.2826858423650256 6.7031194912269703 2.884329387452456 4.7013467843644348 14.993827482219787 6.0931375285144886 5.946985640563069 2.6709252898581326 4.3812415534630409 3.6005672165192681 9.9185494794510287 5.4085998134687543 6.7657178728841236 104.79895176040009 8.7049483228474838 5.211099908221513
leaf_count=6230 41 86 68 28 71 296 76 82 60 60 63 95 61 93 1103 158 92
internal_value=4.78181e-05 -0.00491414 0.000381739 -0.00894566 -0.00186402 -0.00719691 -0.0195146 0.000171161 -0.0147912 -0.000262422 0.000455853 0.0122128 -0.00815142 0.000142764 0.000361572 -0.0305996 -0.0288309
internal_weight=820.711 50.7176 769.994 44.4349 26.9607 24.0764 17.4742 763.291 13.829 19.3751 749.462 18.9277 9.00917 730.534 723.768 11.381 7.88203
internal_count=8763 816 7947 730 455 427 275 7879 234 356 7645 219 124 7426 7333 199 152
is_linear=0
shrinkage=0.05


Tree=731
num_leaves=10
num_cat=0
split_feature=15 22 43 11 24 25 15 40 37
split_gain=0.532306 0.911972 1.58169 1.47395 1.43675 1.50905 1.58814 1.42607 1.36988
threshold=-0.43164214086754593 -0.14168521995753577 1.0000000180025095e-35 -0.23805311480145847 -0.01697615798573315 -0.042410526164663877 -0.30793755698360398 0.012750133015164828 -0.071800719734724947
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 7 -6 -7 -5 -3
right_child=1 3 -4 4 5 6 -8 -9 -10
leaf_value=0.0078392736833389678 0.0025082074550989777 -6.1661811270415868e-05 -0.019763216118676142 -0.021462540617689152 0.01532148671898001 -0.011885824788296579 8.6732651007304402e-05 -0.0013957313807908215 0.021485012613417981
leaf_weight=21.357839204370975 15.417788326740267 13.309721954166891 15.635096609592436 15.376055479049681 15.976907558739184 27.908562481403351 2474.8568329662085 22.096804574131966 15.260837301611899
leaf_count=72 51 46 49 60 60 90 8198 76 61
internal_value=-1.78172e-06 -6.80111e-05 -0.00857238 3.25513e-05 -9.19524e-05 5.08475e-05 -4.52463e-05 -0.00979793 0.0113078
internal_weight=2637.2 2615.84 31.0529 2584.79 2556.22 2518.74 2502.77 37.4729 28.5706
internal_count=8763 8691 100 8591 8484 8348 8288 136 107
is_linear=0
shrinkage=0.05


Tree=732
num_leaves=9
num_cat=0
split_feature=20 20 28 27 10 24 23 24
split_gain=0.563848 1.24339 0.889501 5.82758 1.57256 2.16296 2.48592 2.43844
threshold=-26.062426785557836 -10.146276989056799 -0.14855972285802657 -0.013504989648070658 16.000612106481793 -0.01521984998923958 0.077308604599646155 -0.012245359617255704
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -7
right_child=1 2 4 -5 5 7 -8 -9
leaf_value=-0.0083333584231794246 0.01232617294936892 -0.008141700304212204 -0.015961723279736297 0.033938532722654173 0.029056030836373811 -0.016905598657042869 0.0032772038050598571 -0.00011167274069480887
leaf_weight=20.103897094726562 20.370875917375088 21.175208657979965 15.54310956597328 13.205697171390055 13.032908178865908 21.719589568674564 34.572841294109821 2412.4400536697358
leaf_count=70 70 87 63 50 47 91 135 8150
internal_value=-1.18333e-05 5.20845e-05 -4.51853e-05 0.00792785 -0.000157267 -5.56307e-05 0.0104855 -0.000264264
internal_weight=2572.16 2552.06 2531.69 34.3809 2497.31 2481.77 47.6057 2434.16
internal_count=8763 8693 8623 137 8486 8423 182 8241
is_linear=0
shrinkage=0.05


Tree=733
num_leaves=10
num_cat=0
split_feature=33 3 28 5 33 1 18 2 31
split_gain=0.525308 0.99374 2.4218 1.31289 1.06257 1.91203 1.13231 1.0386 0.211115
threshold=0.0035941919965311211 0.02495968920303587 0.0048112191830548797 0.013064596387952704 0.0048992704645366069 0.014920371679028084 1.2073454931770671 0.49252291838539058 -0.0010590313329981906
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -3 -5 7 -7 -6 -2
right_child=1 3 -4 4 5 6 -8 -9 -10
leaf_value=0.015305993644026386 -0.016313096887147695 0.020331663016258841 0.0067887276013202172 0.021330416409034658 -0.035933231020956677 0.00033777676704528398 -0.020608351553531856 -0.0052127932876866213 -0.035213543284262371
leaf_weight=5.5051888301968566 4.0921143954619765 7.9296760708093634 9.2212775945663434 5.7011649194173506 5.475112544372676 763.6991038355045 6.4033523788675657 6.3993653170764446 5.9374823123216647
leaf_count=35 47 32 52 41 55 8232 128 65 76
internal_value=4.85598e-05 -5.02497e-05 -0.0112505 0.000215854 4.44266e-06 -0.000147353 0.000154466 -0.0199768 -0.0282329
internal_weight=820.364 814.859 19.2509 795.608 787.678 781.977 770.102 11.8745 10.0296
internal_count=8763 8728 175 8553 8521 8480 8360 120 123
is_linear=0
shrinkage=0.05


Tree=734
num_leaves=17
num_cat=0
split_feature=3 27 5 3 40 32 15 18 9 17 8 19 16 42 2 38
split_gain=0.530071 3.57506 4.13838 2.57662 1.83087 3.18717 0.807828 5.25553 3.61075 3.1612 3.91641 3.05021 3.2723 2.06513 2.21328 1.87178
threshold=0.026017095402800835 0.0016748044131788093 0.017216765976106357 0.022451201241898613 0.002843180982581258 0.00018459696478436948 0.69668640633337298 0.46138612180811195 -30.954805547473768 -0.036811598857171196 20.650599562227519 0.56378383841046953 0.030854255382682511 0.67098175700703899 0.59428133049198562 0.012685849021873421
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 8 -8 13 -9 -11 -10 -13 14 -6 -15
right_child=4 -3 -4 -5 6 -7 7 9 11 10 -12 12 -14 15 -16 -17
leaf_value=0.021650072365128455 0.001821217139313357 -0.015842223947937648 0.036711544217145162 -0.0069103115435837073 -0.00019084343107757988 -0.03139029129975443 0.025235234372011268 -0.016749713357285815 -0.033828528254171542 0.013834079777434406 0.00024718902615195862 -0.016497701619629341 0.0098543647278383183 0.0047367681654658447 0.010481477651448138 -0.01356298864441146
leaf_weight=11.785135496407745 16.106263749301437 15.801206264644859 12.027458086609839 23.151941627264023 1196.4188532717526 12.609520271420477 21.851598411798477 25.748138934373856 13.211743742227553 55.782981149852276 1061.720473298803 31.469787776470184 18.465464003384113 18.676865890622139 50.513101980090141 51.095945298671722
leaf_count=66 55 73 51 90 3924 64 69 80 49 180 3520 97 62 62 153 168
internal_value=-1.67011e-06 0.00453257 0.011513 0.0026154 -0.000114364 -0.0126472 2.55767e-05 0.000996877 -0.000790949 0.000527057 0.000931064 -0.0124622 -0.00665287 -0.000226515 0.000238288 -0.00859316
internal_weight=2636.44 62.7657 46.9645 34.9371 2573.67 28.7158 2544.95 1165.1 1379.85 1143.25 1117.5 63.147 49.9353 1316.7 1246.93 69.7728
internal_count=8763 280 207 156 8483 119 8364 3849 4515 3780 3700 208 159 4307 4077 230
is_linear=0
shrinkage=0.05


Tree=735
num_leaves=29
num_cat=0
split_feature=28 5 30 14 8 21 30 2 40 7 5 9 12 0 17 14 21 28 33 30 40 30 28 32 27 7 30 21
split_gain=0.569256 3.3088 3.42045 4.14714 5.60362 3.39831 3.2947 4.72749 3.96363 7.63241 4.47689 4.47626 2.74646 2.71908 3.04833 3.05689 2.36282 3.81565 2.80171 6.83575 4.1927 4.0542 3.94445 3.52733 2.52304 2.01056 2.79206 1.3989
threshold=-0.015405536795552701 0.025964878153835847 -0.0061595546174937231 0.60097017264328556 -3.2628007448286094 -0.0027185763449136834 -0.0038431416892545918 0.5379868819352539 0.0064965787058521218 36.023046302306177 0.090174701614280914 -41.137329175876445 0.035193654644720511 -0.016932725742177707 -2.3357651772024934 0.8920207793700049 -0.041676306657786773 0.071058201306621702 0.014612510494724789 0.0047545970422287857 0.0089614027083354288 0.0062809168753362099 0.026460764265011937 -0.00039047269199009955 -0.0037106383077098889 39.325095242722085 -0.0021035308801599468 -0.025198611152279195
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 13 4 -4 12 7 8 9 -2 11 -10 -5 -3 -15 -16 17 -8 20 22 24 -22 -20 -21 -18 -1 -27 -6
right_child=6 2 3 5 27 -7 16 -9 10 -11 -12 -13 -14 14 15 -17 18 -19 19 23 21 -23 -24 -25 -26 26 -28 -29
leaf_value=-0.028821616876303233 -0.020263484867982684 0.017604348273477288 0.034661813515209708 -0.024540813085555287 0.015159789992152801 0.021052831667126414 0.024913890288492689 -0.019049654393631221 0.028471668172188831 0.020170729230436602 -0.0047156706819762887 0 -0.000203565060439817 -0.026693321236538906 -0.010579802035027799 0.00083348776176398083 -0.011061923966317963 -0.0064501014182392451 -0.004136067928066158 0.0072426513083802052 0.021845944158560521 0.0014248008743741672 -0.028062358550400797 -0.0056964696132622934 8.5941376856665051e-05 0.0078559137733078682 -0.022764207512341358 -0.0051362598033237658
leaf_weight=15.80582658946514 25.379690989851952 13.764539733529089 23.635045133531094 12.899499326944349 14.05412697046995 16.886050045490265 23.158643886446953 15.140848428010939 57.160803973674774 21.399898827075958 20.11739007383585 18.087314620614052 111.23358800262213 15.293452218174933 96.651464536786079 147.19957097992301 52.520845517516136 16.219408571720123 29.872281908988953 87.004594370722771 42.990762650966644 57.091071231290698 42.549849517643452 132.92744732275605 1411.7844440601766 15.574919417500494 13.846197977662088 20.676873236894608
leaf_count=61 75 46 78 41 51 55 77 51 185 65 77 62 375 62 451 569 170 56 94 289 131 208 165 488 4610 53 52 66
internal_value=-1.1476e-05 -0.0014952 -0.000245949 0.00471955 0.0159162 4.19684e-05 0.000360089 0.00731252 0.0101671 -0.00165613 0.0160148 0.0216223 -0.00279058 -0.00389242 -0.00505986 -0.00367221 -0.000214344 0.0118851 -0.000474271 -0.00496742 0.00036248 0.0102598 -0.0182816 -0.000554095 -0.000311217 -0.0144013 -0.00641349 0.00295306
internal_weight=2570.93 517.521 472.294 199.385 58.366 141.019 2053.41 157.286 142.145 46.7796 95.3655 75.2481 124.133 272.909 259.144 243.851 1896.12 39.3781 1856.74 292.354 1564.39 100.082 72.4221 219.932 1464.31 45.2269 29.4211 34.731
internal_count=8763 1960 1794 666 195 471 6803 515 464 140 324 247 416 1128 1082 1020 6288 133 6155 1036 5119 339 259 777 4780 166 105 117
is_linear=0
shrinkage=0.05


Tree=736
num_leaves=31
num_cat=0
split_feature=9 4 12 24 1 1 4 19 15 30 1 38 14 31 17 14 29 11 37 40 28 20 20 31 9 37 25 8 15 37
split_gain=0.514884 2.45218 1.78801 3.88253 3.76553 3.2647 3.26231 5.00688 2.92026 4.35117 2.84077 2.49679 3.29276 2.46625 2.49726 2.19481 2.11561 3.37865 4.149 2.8341 1.94779 1.93565 2.89317 2.80448 1.73212 2.09547 2.25571 3.53729 2.53722 1.78447
threshold=-39.87259866570195 0.61124117024976499 0.044929149851925677 0.0044112412034858677 0.041994729520314487 0.052601745556999931 0.50761421319796807 0.62133202870189275 0.063888069220374835 -0.00023237943725830336 0.050235378340749891 0.0078209352801369442 0.32355098578542169 0.0038208174562420929 -0.22149445174919338 0.52962938403509818 0.0073536756793326505 0.58397965934255847 -0.0036081410854321145 0.0070835582703109882 0.035045588387541633 0.5304737808121025 0.61837741594301121 -0.0023257845935246136 -38.031396116003435 0.0058050544943444313 -0.00090255714642008581 49.419181155939278 0.84681913812601473 0.0078445012943079168
decision_type=2 2 2 2 2 2 2 2 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 13 6 8 15 -8 9 -4 -6 -10 -13 21 20 -5 17 19 -19 -7 -15 23 -23 -1 -3 26 27 -26 -28 -27
right_child=1 24 5 4 10 16 7 -9 11 -11 -12 12 -14 14 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 29 28 -29 -30 -31
leaf_value=0.011124602908468064 -0.025845310046743505 0.019278866193227013 -0.033400635830047994 -0.023149937145918023 0.053672511940411831 -0.025361387239626616 0.043890967874565097 -0.0073046169552218217 -0.027930320703574825 0.021091319516481216 0.012416681096895447 0.018252063517874634 -0.029164987046724725 -0.032923717440118141 0.0048246396807862992 0.0096537424538722869 -0.027919167117053376 0.06521746244147815 0.005725683924003331 0.0030259295263904439 0.0039003649457800904 0.022964253899109069 0.0027497934719353111 -0.013620769397650254 -0.0091767108054462213 0.013704208739654456 -0.0059039571563857043 0.023614806135402618 -0.033833787939350123 -0.00044566295293542923
leaf_weight=17.144230168312788 9.8233147999271733 10.481211706530301 5.0554805481806424 10.454563889652492 9.307285889983179 9.5323104038834554 10.732575740665199 8.2372581325471383 27.927882589399815 12.36785309948027 8.3245299831032735 8.2907749535515887 6.3651891155168405 14.152193902060395 12.302724391221998 9.5295747071504575 5.5142873823642722 4.5877033770084372 8.4517675978131575 99.91029813955538 4.4637162052094927 21.855261746793985 95.96769961854443 33.279607988893986 32.590270027518272 24.274827478453517 19.431062002200633 10.874090887606142 14.651302458718417 254.17926128930412
leaf_count=134 109 95 102 82 55 152 67 66 284 88 59 65 66 168 86 69 95 39 99 1398 41 148 982 297 384 223 212 89 186 2823
internal_value=4.68568e-05 -0.00130711 0.00120633 0.00393443 0.0154835 -0.00247839 0.00661074 0.0214764 -0.0121029 0.00489445 0.0346562 -0.0191697 -0.00206074 0.000621962 -0.0123022 -0.00728814 0.00200063 0.00341012 0.0273744 0.000486891 -0.0238532 0.00303262 0.00655812 -0.00510295 -0.00062887 -0.00123427 -0.00850314 -0.000822648 -0.0181205 0.000774409
internal_weight=820.06 376.305 443.755 255.751 56.5858 188.004 38.954 18.9698 60.0072 17.4233 17.6318 42.5838 14.656 199.165 30.9186 19.9841 127.996 122.482 13.0395 109.443 18.6159 168.247 117.823 50.4238 366.482 356.001 77.5467 43.4644 34.0824 278.454
internal_count=8763 4121 4642 2254 398 2388 284 133 605 190 114 415 131 1856 295 151 1783 1688 138 1550 209 1561 1130 431 4012 3917 871 473 398 3046
is_linear=0
shrinkage=0.05


Tree=737
num_leaves=19
num_cat=0
split_feature=31 12 5 5 1 16 10 36 7 5 30 33 5 31 33 12 43 40
split_gain=0.531682 1.57799 0.774127 2.83666 2.26132 2.66667 1.679 1.44975 3.16088 1.24084 3.25072 1.83059 2.53456 5.18302 2.15709 2.3043 1.91029 1.30044
threshold=0.021325839060730514 0.083218906668911075 0.091411733268920756 0.099081471737307983 0.11805600551305863 0.097556551293355206 25.469427210903039 0.016281213413176013 25.24625540776201 0.084297896651309587 0.0017062735895367433 0.020667310900199787 0.072046168150850382 -0.001504552158660167 0.019373680283141678 0.078763117380734979 -0.25881904510252113 0.012351011182235078
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 7 -5 -6 -7 8 -4 11 -11 14 13 -13 17 -16 -14 -1
right_child=1 -3 3 4 5 6 -8 -9 -10 10 -12 12 16 -15 15 -17 -18 -19
leaf_value=0.00013662071633941197 0.0062541039848219701 -0.014955139850033966 0 -0.014168746135123795 0.019495769995206639 -0.01215856466620426 0.0034034854838917677 0 0.031849502846651771 -0.022279102907970607 0.004696159107783762 0.018939944546797857 0.031830077698796991 -0.021628850180364624 -0.02482479215069551 -0.00020552090952252928 0.0074737361622841635 -0.0086274635827619881
leaf_weight=2234.5601428747177 14.617206797003744 20.834079600870609 12.993942834436892 24.513337984681129 19.130620002746582 24.412095703184605 58.527726985514164 13.359764888882635 20.089954771101475 21.629725284874439 22.430500146001577 15.048036970198156 14.002406507730482 16.24049786105752 18.191130287945271 20.654341459274292 20.645157970488071 43.040185637772083
leaf_count=7213 53 83 47 91 73 93 254 51 89 86 81 54 45 70 61 71 85 163
internal_value=-1.48948e-06 -0.00607655 7.96687e-05 0.00331111 -0.000531384 0.0027055 -0.00112588 0.01387 0.0194692 -0.000148829 -0.00845358 3.01067e-06 0.00821371 -0.00196005 -0.000228888 -0.0118971 0.0175242 -2.71719e-05
internal_weight=2634.92 35.4513 2599.47 173.027 126.584 102.07 82.9398 46.4437 33.0839 2426.44 44.0602 2382.38 65.9361 31.2885 2316.45 38.8455 34.6476 2277.6
internal_count=8763 136 8627 698 511 420 347 187 136 7929 167 7762 254 124 7508 132 130 7376
is_linear=0
shrinkage=0.05


Tree=738
num_leaves=27
num_cat=0
split_feature=36 36 44 39 37 43 28 5 3 30 41 19 28 28 28 5 33 28 31 1 3 30 24 30 20 20
split_gain=0.634372 2.34744 2.54065 2.27995 2.20632 2.68153 4.03393 3.43945 1.99392 1.83287 1.74668 2.44214 1.58674 2.75096 1.58359 6.52506 3.06728 2.65399 3.1153 6.06078 2.28366 2.14741 3.68736 1.82256 1.4781 1.17516
threshold=-0.023133359885742662 -0.035399016750286276 -0.78656609248549325 0.011662877357767392 -0.028595777368681127 1.0000000180025095e-35 -0.028123411753911694 0.088089165009911624 0.095943876947752596 -0.016564903427426229 0.0046588903366246446 0.032739502299393312 0.0012905289257421034 -0.049659901703530886 -0.046156044419480936 0.049151146677381748 0.01802441896306238 -0.015405536795552701 -0.010132526303410116 0.053956082862004172 0.10074014093148027 -0.0038431416892545918 0.01080228004391078 -0.0027579213986460237 0.21915267236603006 1.3070666357044256
decision_type=2 2 2 2 2 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 5 7 8 25 -7 -5 11 -3 13 -12 15 -6 -17 18 24 -20 -18 22 -19 -23 -16 -2
right_child=4 10 3 9 14 6 -8 -9 -10 -11 12 -13 -14 -15 17 16 20 21 19 -21 -22 23 -24 -25 -26 -27
leaf_value=0.018609352508679691 0.015494366157464121 -0.016515178799375963 -0.01918431742809576 -0.0077988928311079194 0.028473443386623332 -0.031248394510376722 0.017290082599514194 -0.00069208613906248176 -0.00068900309327106642 0.012898403200441028 -0.022389260954482088 0.010894413994816499 -0.024517174385258127 0.004696235871822059 -0.0080460206816632043 -0.019487209036345023 0.022658263098613435 0.010080675436973845 -0.0097568093151255957 0.0072561943770418445 -0.00046652227883943616 -0.0081141370403134735 -0.01462073020314243 0.00011347809296204349 -0.03219824796874704 0.036469199912066631
leaf_weight=20.280076526105404 14.460039414465429 12.880922816693781 14.277845621109007 18.703251697123047 24.462864346802235 10.602212730795147 15.746905177831648 18.636762473732233 11.346429243683813 24.252933591604236 16.505911111831665 21.578204620629549 21.301688320934772 20.953817307949066 12.517337609082462 17.34767784923315 13.126907363533972 107.05545049160719 137.23003673180938 84.210408106446266 53.345862418413162 69.853452272713184 17.351108461618423 1760.1343189924955 14.526216089725493 15.089498162269591
leaf_count=65 52 49 59 70 82 60 53 83 45 86 66 83 79 73 70 70 48 343 470 287 219 221 59 5832 90 49
internal_value=-1.00986e-05 -0.00295572 0.00342593 -0.00188997 0.000197739 0.00806287 -0.0018076 0.0158757 -0.0157522 0.00377343 -0.00831371 0.000485807 -0.013551 -0.00713318 -9.26995e-05 0.00580484 -0.000777421 -0.000385115 -0.0052521 -0.0032641 0.00405218 0.000231358 0.00658641 -0.000198277 -0.0212742 0.0264607
internal_weight=2567.78 170.735 77.5141 57.234 2397.04 85.8818 37.6955 48.1863 21.9486 42.9562 93.2205 34.4591 58.7614 37.4597 2311.16 108.283 83.8204 2202.88 248.484 221.44 66.4728 1954.39 124.407 1829.99 27.0436 29.5495
internal_count=8763 630 280 215 8133 342 158 184 105 156 350 132 218 139 7791 419 337 7372 917 757 267 6455 402 6053 160 101
is_linear=0
shrinkage=0.05


Tree=739
num_leaves=11
num_cat=0
split_feature=14 14 2 14 31 41 34 41 43 41
split_gain=0.503622 0.772344 4.80923 0.967428 1.33716 1.00759 0.910247 0.822407 1.3564 1.33704
threshold=0.014095827087638851 0.039380734736271648 0.49777759234203939 0.077697379954849877 0.0026405795076370714 0.024904675947333487 0.035807666085572738 0.018367720430647078 -0.37940952255126059 0.016087253983925572
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 7 -7 9 -9 -5
right_child=1 3 -4 5 -6 6 -8 8 -10 -11
leaf_value=-0.01430346253280484 0.043750908672510164 -0.025809057439167074 -0.01982336956231831 0.0003670866010408772 0.0049723280810217074 -0.032396084299279572 0.0093090340440121749 0.027825613065101659 -0.0022997199898622833 -0.019603304425028781
leaf_weight=5.9601421421393743 6.0371576473116857 8.2863641288131458 5.5681047169491649 759.2202037377283 5.6393999364227048 4.2601608382537952 1.5834468947723506 7.002549524884671 7.2711440464481694 8.3711560838855785
leaf_count=70 44 90 61 7886 50 166 33 84 115 164
internal_value=4.80072e-05 0.000161081 0.0129126 -1.88741e-05 -0.0130407 0.000206616 -0.0202875 0.000368757 0.0122224 0.000140256
internal_weight=819.2 813.24 11.6053 801.634 13.9258 787.709 5.84361 781.865 14.2737 767.591
internal_count=8763 8693 105 8588 140 8448 199 8249 199 8050
is_linear=0
shrinkage=0.05


Tree=740
num_leaves=12
num_cat=0
split_feature=25 16 7 25 2 14 14 5 17 42 13
split_gain=0.537073 1.90797 1.2757 1.2498 0.971125 1.56338 3.32028 1.3295 1.22763 2.64133 1.27218
threshold=0.017308479585084698 0.088432700052541433 87.964175711457401 0.015784963283028548 1.0780525383030994 2.8985173673498852 3.0709694493388593 0.053858122009461232 -2.5318021100025949 0.13944682486771226 -2.2579773805710333
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 8 -7 -6 9 -1 -10
right_child=1 2 -4 -5 7 6 -8 -9 10 -11 -12
leaf_value=0.020460620466093191 -0.0144152251283906 0.013490156102022513 -0.0058004771716765957 0.012717886680060615 -0.0025445310361493713 -0.027988170111720331 0.0027894171714602173 0.017715079140446448 -0.0095848255353523093 -0.0041789714499047368 3.4993956626194562e-05
leaf_weight=22.088158115744591 27.50183480232954 16.029714776203036 17.803573749959469 19.393023181706667 14.018564879894258 15.31596517562866 19.67364975810051 17.854648262262344 34.754704564809799 20.748978897929192 2406.5519923679531
leaf_count=74 94 73 71 68 54 49 66 63 115 66 7970
internal_value=-3.19173e-06 -0.0046251 0.00320461 0.000105327 6.99046e-06 -0.000100947 -0.0105817 0.00866797 4.50834e-05 0.00842758 -0.000100294
internal_weight=2631.73 61.3351 33.8333 2570.4 2551.01 2519.13 34.9896 31.8732 2484.14 42.8371 2441.31
internal_count=8763 238 144 8525 8457 8340 115 117 8225 140 8085
is_linear=0
shrinkage=0.05


Tree=741
num_leaves=22
num_cat=0
split_feature=27 1 27 40 43 42 44 25 12 40 40 20 4 36 40 36 16 12 35 42 37
split_gain=0.60652 1.76373 1.50222 3.66454 2.5308 1.29581 2.0293 2.89079 2.58973 0.872086 3.39227 2.57194 2.93548 2.47767 2.06717 5.75733 3.62076 2.81751 2.54757 2.04899 0.850868
threshold=0.019131773324412498 0.12127047910074255 0.015631386973586594 0.0095719425138257076 -0.60355339059327362 0.78991306266805306 0.1294095225512602 0.015784963283028548 0.069006377035536581 0.015169236847580049 0.016989975368009304 -0.16660443116753834 0.31671370700061946 0.007205317000715806 0.010327729218490215 -0.025359756644543537 0.031651895535321203 0.073049474926285843 0.025472756398306377 0.20512820512820815 0.027169317497807492
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 9 4 -4 -3 8 -8 -7 14 13 -12 -13 -11 17 19 -17 18 -1 -16 -5
right_child=1 5 3 20 -6 6 7 -9 -10 10 11 12 -14 -15 15 16 -18 -19 -20 -21 -22
leaf_value=0.00010531215616862658 0.017778562190265731 -0.011894166728346168 -0.013582626497978555 -0.012662237608328037 0.012836844791461761 -0.018761177950240019 0.030920423629700652 -0.0007382493729672355 0.011027342576280271 -0.033981979590903627 0.014371910522100337 0.013796570682762672 -0.014028201150278122 -0.00080454810632836981 -0.021121203938218303 -0.009478023756442272 0.0094608166412736647 -0.016403793479948508 -0.013602492703401737 -0.0011909693543832893 -0.033118847576969507
leaf_weight=1958.3339353613555 18.403175264596939 16.285032881423831 15.444467082619665 10.986255321651699 21.506411775946617 15.906276926398279 12.932335589081051 15.464546911418436 13.121263340115545 14.346667286008598 23.40561256557703 13.088033288717268 32.698921874165535 9.7423542477190477 25.27500718832016 28.163222644478083 220.09072601422668 26.867954306304455 34.384332679212093 27.401019155979156 11.958471573889254
leaf_count=6441 65 72 58 45 78 67 52 67 51 73 86 53 138 44 92 111 791 97 128 97 57
internal_value=-9.84263e-06 0.0039696 -0.0001602 -0.00797585 0.00165242 0.000434732 0.00403261 0.013562 -0.00513264 3.19871e-05 -0.00470312 0.000860992 -0.0059529 -0.0208295 0.000224681 0.00409129 0.00728921 -0.000349165 -0.000129378 -0.0108705 -0.0236384
internal_weight=2565.81 92.1126 2473.69 59.8956 36.9509 73.7095 57.4244 28.3969 29.0275 2413.8 93.2816 69.1926 45.787 24.089 2320.52 300.93 248.254 2019.59 1992.72 52.676 22.9447
internal_count=8763 374 8389 238 136 309 237 119 118 8151 394 277 191 117 7757 1091 902 6666 6569 189 102
is_linear=0
shrinkage=0.05


Tree=742
num_leaves=31
num_cat=0
split_feature=4 8 25 38 3 35 44 17 36 8 35 36 8 8 18 17 0 17 17 38 25 33 4 1 43 24 16 33 37 37
split_gain=0.494908 2.4032 4.68998 5.02429 3.34005 2.78484 3.32004 2.2614 3.23767 2.0399 2.03838 2.42079 3.08706 1.89641 3.51891 2.65795 3.8686 2.17891 3.24914 3.10233 2.173 2.98715 3.12653 2.24801 2.12914 2.69281 2.05135 2.78742 1.45943 1.21628
threshold=0.56548733000564355 39.673503495537084 -0.0052432359212262634 0.04362867292218154 0.04271805525161481 -0.0046353575457471754 0.25881904510252057 0.59815912706866536 -0.0047927339325365961 43.070141508420313 -0.0052364216168679359 -0.0038344378524713947 49.419181155939278 -31.986528753037636 0.34653976806090664 -0.33868390572350543 0.44991225398515361 -0.74657253811096813 -0.82485600926941116 -0.0068589363800093941 -0.0048485431224591482 0.0088682732631351919 0.35614288239819281 0.06295080820444815 0.98296291314453421 0.0075491579823724151 0.0099171040924724424 0.0076316311310877724 -0.0055527349035079934 0.015706041292353094
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 4 5 -2 6 -4 8 -6 -3 29 -12 -13 17 -15 16 -16 18 26 -20 21 22 -19 -23 25 -17 -1 -28 -7 -11
right_child=1 9 3 -5 7 28 -8 -9 -10 10 11 12 -14 14 15 24 -18 20 19 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.023815238463562219 0.043048611437318758 0.02190620735178252 0.029014202260791044 0.030299679886290731 -0.023064641195866098 0 -0.025921911327638426 -0.033697385855182518 0.015521583657435892 0.0015978335337284739 0.025384994142323182 -0.023250813361132754 0.0013372700325744902 -0.021114542428151167 0.042269018028209163 0.0063546253670198026 0.0019448646559120455 0.041644705134973793 0.054258843085205469 0 -0.029160764147973028 -0.019841429485858569 -0.007406943104236347 0.00214229143271084 0.029477845366811029 -0.011970228748496722 -0.021178404705648662 0.00070753773152979925 -0.031652879880935389 -0.027817137848130086
leaf_weight=8.205403187312184 5.0005831196904174 11.017778782173989 5.1444294145330769 4.8341398383490732 7.335844546556479 4.0596173312515011 5.6820385875180364 4.3295629308558992 19.690845777280629 4.8976297266781321 9.7571630459278804 13.295503459870814 270.06507924082689 11.614736046642063 12.165156468749048 105.45176656264812 12.097852923907338 6.1610113568603975 5.4167217435315251 5.1741856262087804 11.195069263689218 28.151607172563672 6.4090297222137451 19.090077579021454 7.9417964480817309 24.521825196687132 16.257527867797762 128.56290531833656 35.424874096177518 10.005010570865123
leaf_count=53 29 89 46 62 113 54 67 70 213 49 89 150 2886 110 91 774 91 47 55 52 109 261 57 260 58 274 279 1700 436 139
internal_value=4.75624e-05 -0.0011719 -0.00831555 -0.0175167 0.00551305 -0.0222613 0 -0.000431854 0.0048174 0.000863239 8.74471e-05 0.00102331 0.000158143 0.00128559 0.00524964 0.00718042 0.0224586 -0.00163039 0.00151846 0.028173 -0.00894835 -0.00503934 0.0163793 -0.0108666 0.00444203 0.00285233 -0.000310838 -0.00172779 -0.0284074 -0.0178707
internal_weight=818.957 410.54 91.5019 55.1451 36.3568 50.311 10.8265 31.3563 27.0267 319.038 308.02 293.118 283.361 408.417 173.793 162.178 24.263 234.624 163.617 10.5909 71.0068 59.8117 12.57 47.2417 137.915 129.974 153.026 144.82 39.4845 14.9026
internal_count=8763 4492 1090 665 425 603 113 396 326 3402 3313 3125 3036 4271 1398 1288 182 2873 2139 107 734 625 104 521 1106 1048 2032 1979 490 188
is_linear=0
shrinkage=0.05


Tree=743
num_leaves=31
num_cat=0
split_feature=35 28 38 2 40 39 1 32 18 28 18 28 31 1 21 3 39 21 38 38 31 31 28 40 40 44 16 33 1 28
split_gain=0.532127 2.46448 2.39983 3.47107 3.27631 2.70463 2.64027 2.36466 4.3514 2.45579 1.7366 1.66745 3.48562 4.476 6.05162 4.84183 3.82331 3.91996 3.45118 5.19463 4.29566 3.41455 3.13114 3.00868 1.58324 2.60866 3.0094 1.98122 2.79447 1.97685
threshold=-0.0065857029544268966 0.0092529676684290126 -0.0071549865847675967 0.38201952863477279 0.0076756374336323556 0.0078784847581383818 0.035283652842931244 -0.0014151212394652975 0.49330492157768785 0.067139745446888763 0.029567015219187098 -0.0023967633092303602 -0.001135349838324266 0.036054277710441264 -0.01031228157754137 0.043984420056640362 0.0050667792375521164 -0.01095679455983628 -0.012488980203692988 -0.036591404269771692 -0.0039600092912707744 -0.0022284517276491621 -0.0011624320125431865 0.0055470531395805499 0.0056652701423173212 -0.5 0.024916599212594908 0.011622827705166832 0.039023955664277125 -0.015921297291921831
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 4 -4 6 -6 -3 9 -9 -5 -2 12 13 14 -12 -15 17 -14 19 -13 -20 -21 -22 -18 25 26 -1 28 -26 -29
right_child=10 2 3 7 5 -7 -8 8 -10 -11 11 18 16 15 -16 -17 23 -19 20 21 22 -23 -24 -25 27 -27 -28 29 -30 -31
leaf_value=0.01838378665216547 -0.014292070133883833 0.010564432131617401 -0.017748289392670931 0.023121398701974039 -0.014945365278359041 0.012662311289647009 0.038922601545024388 -0.011492515096897887 0.0088724141966072777 -0.00076450705377578514 -0.016334280219300275 0.015456010999627755 0.024368129205595109 0.022792710947328952 0.012540135381380971 0.00087564485303424943 -0.021287305168731719 0.001783593373245495 0.020091731401928884 -0.026654030723436785 -0.019948334866259305 -0.0073318223731377993 -0.00043214679706134906 0.0061757636753936029 -0.0067862173022393488 -0.014020106404813826 -0.010259909370117129 0.00083295463275688997 0.016153145199437273 -0.011345694573151084
leaf_weight=17.234962910413742 22.121724184602499 18.269456773996353 19.677318125963211 28.148663312196732 13.748006165027617 24.328358590602875 15.987019971013067 44.525544211268425 63.469190835952759 16.733153007924557 75.581389494240284 18.796571150422096 50.734191000461578 27.359256073832512 23.592414639890194 314.59759034588933 14.15679584443569 31.719030871987343 25.09154149889946 32.02231664955616 20.811032637953758 84.046821519732475 1268.0086570829153 32.79202913492918 19.384039551019669 54.296501159667969 19.197109907865524 150.86132782697678 40.128081038594246 42.459228694438934
leaf_count=53 78 55 61 88 44 92 50 139 213 57 258 77 164 84 82 1145 42 124 86 103 70 257 4120 113 58 171 58 555 125 141
internal_value=-3.30844e-06 0.00131936 0.00515532 0.00191376 0.0128059 0.00255016 0.0240191 0.00448717 0.000426963 0.014123 -0.000387065 -0.000231558 0.00205468 -5.1358e-05 -0.00940928 0.00264995 0.00926727 0.0157533 -0.00113542 -0.00875091 -0.000349318 -0.012724 -0.000752684 -0.00202673 -0.00140104 -0.0070677 0.00316696 0.000614658 0.00859871 -0.00182049
internal_weight=2629.88 588.448 244.887 172.554 72.3328 38.0764 34.2565 152.877 107.995 44.8818 2041.43 2019.31 570.533 441.131 99.1738 341.957 129.402 82.4532 1448.78 134.866 1313.91 116.069 1288.82 46.9488 343.561 90.7286 36.4321 252.833 59.5121 193.321
internal_count=8763 1960 799 558 241 136 105 497 352 145 6803 6725 2012 1569 340 1229 443 288 4713 437 4276 360 4190 155 1161 282 111 879 183 696
is_linear=0
shrinkage=0.05


Tree=744
num_leaves=26
num_cat=0
split_feature=19 32 28 33 14 37 28 8 7 34 8 28 2 28 37 10 0 41 40 0 28 17 35 10 10
split_gain=0.57109 2.49161 2.51057 3.63039 3.6757 4.91383 2.85929 2.10732 1.66714 3.79829 2.60604 3.72256 2.57358 3.55761 4.22248 3.44351 2.18928 3.0561 2.78732 2.41646 3.13306 1.6274 2.36872 1.49654 1.41931
threshold=0.99473027444492101 0.00042284586995227166 0.082868250816898026 0.012284606901485595 1.6927245435399239 0.037282363158147154 0.11463978327039731 106.99649130235525 75.409521197435581 -0.0098643107208146157 96.991564668317906 0.0038632602414315331 0.51668792084658788 0.041412037210288168 0.040974872604937602 79.221867489798242 0.74895260220661097 0.0059949777417943519 0.0054670779034023268 0.62986378423627531 0.06813562412046309 1.1097935803379662 0.018907021687376461 57.133526831939463 57.704790781028542
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 7 3 21 -5 -6 -4 -2 10 -10 16 -12 -11 15 -15 -14 19 18 -18 24 -21 -3 -23 -13 -1
right_child=1 2 6 4 5 -7 -8 -9 9 12 11 23 13 14 -16 -17 17 -19 -20 20 -22 22 -24 -25 -26
leaf_value=4.3462214095979496e-05 0.0029953115798227454 -0.012097430704975062 -0.019128318956858723 0.030440454552652315 -0.016376552275728144 0.019992475299266389 0.0093250050974755111 -0.019984720675440975 0.014778593762002176 0.013081915956088919 -0.007779732330241468 0.032197007774272028 -0.011254275645053899 0.0067435613982274661 -0.014835442623335885 0.0080122490802911287 -0.016365324390630116 -0.028229881495634837 0.011734199117797293 0.0070301491335782729 -0.0081498341091748704 0.0072127139352415083 -0.0068322423641610291 0.010139975712560596 -0.0052480153115690761
leaf_weight=1343.3301384821534 17.521854192018509 18.580797128379345 23.177239000797272 25.609078735113144 14.960563987493513 23.845351979136467 13.8803234398365 22.027757257223129 27.138386432081461 19.412797048687935 15.966907050460575 16.415603876113892 208.29354757070541 91.839054867625237 29.936142427846789 25.713574729859829 16.957133315503597 15.985764503479002 18.091206489130855 224.91485714167356 39.667926581576467 113.59946206957102 40.373509306460619 16.272793173789978 139.62777741625905
leaf_count=4641 61 59 91 92 47 84 48 76 98 71 57 50 708 298 130 92 54 54 59 710 139 383 155 52 454
internal_value=-1.07234e-05 0.0019859 0.00369305 0.00559859 0.0157279 0.00583682 -0.00833983 -0.00969578 -0.000291339 -0.0032087 0.000341505 0.011748 -0.00452666 -0.0055049 0.00138992 -0.00911332 2.95192e-05 -0.0101651 -0.00172658 0.000330663 0.00473316 0.00178141 0.00349547 0.0214336 -0.000451705
internal_weight=2563.14 313.576 274.026 236.969 64.415 38.8059 37.0576 39.5496 2249.56 402.334 1847.23 48.6553 375.195 355.782 121.775 234.007 1798.57 51.0341 35.0483 1747.54 264.583 172.554 153.973 32.6884 1482.96
internal_count=8763 1096 959 820 223 131 139 137 7667 1397 6270 159 1299 1228 428 800 6111 167 113 5944 849 597 538 102 5095
is_linear=0
shrinkage=0.05


Tree=745
num_leaves=31
num_cat=0
split_feature=19 31 30 7 10 38 35 29 16 31 40 28 37 27 24 25 19 20 24 39 44 4 11 1 38 7 27 10 43 40
split_gain=0.505165 1.97523 2.64405 2.31352 2.4439 2.30687 2.21013 1.67824 1.58174 1.28052 3.15455 2.93032 2.55554 4.69456 3.40726 3.77712 5.99888 2.90961 3.44271 2.90314 2.33423 2.5773 2.14292 2.0726 2.00797 1.81668 2.82659 3.06688 2.18635 1.04542
threshold=0.99938347718865661 0.00065425259942504348 -0.00051687283984879439 74.81400799155027 64.444348541987608 0.014005283736710063 0.018907021687376461 0.011627263251074884 0.053209830373279914 0.0017081814413226644 0.003321884226685915 0.0079802265168288696 0.00065615088356285611 0.0017861002146741169 -0.00086931615795053793 -0.0084732980371698251 0.16096754569259902 0.44511781961990554 0.011483264292026535 0.0053913205070447142 0.1294095225512602 0.82475184210441743 0.35194964767548137 0.061620732327745426 0.0067093050062737589 19.347597728252854 -0.0012126654167657922 37.883369148568363 -0.98296291314453399 0.0032736909565163354
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -3 -5 -4 -7 29 -9 12 11 -11 14 17 22 -16 -17 18 -14 -19 21 -15 23 -1 -22 -12 27 -27 -28 -6
right_child=1 3 5 4 7 6 -8 8 -10 10 25 -13 13 20 15 16 -18 19 -20 -21 24 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0097639486408687068 -0.020783031501983015 -0.034480560030262473 0.035462821238989931 0.026892080398110526 0.0024308004184610483 -0.019272383211670144 0.024923069271410837 0.014585524945960547 -0.010609417017319683 0.041718552914672268 -0.026999122014640581 0 -0.0017321877626561442 -0.012133577379531047 -0.027003049646504469 0.025709097128466526 -0.011141404271617434 0.027066578281982924 0.02154752305485896 -0.0031235519168451463 -0.00039053639158299474 0.025276908135751314 0.024970227865820302 0.0067074940582152569 -0.036215874485991062 -0.010445625530844715 -0.020095552983927775 0.033668678469778106 0.0017354195008198918 -0.03023298488959459
leaf_weight=34.156331161037087 6.0914494358003166 7.7266253512352696 8.7647355860099214 5.2027860158123067 2.7779341805726281 5.9841256560757738 5.1688890126533806 9.4456106135621685 17.61503540771082 9.5976521931588668 5.3568680596072218 7.774280769750475 84.013335675001144 15.365515403915198 27.882877922616899 12.735965529456733 76.968472949229181 28.312715645879507 19.406025425065309 10.643833435140548 6.0321898991242078 6.4422607272863379 9.0846639010123891 42.955868148244917 12.767368413740767 5.2996925804764059 11.806851001456378 13.371749020181595 298.42505839653313 10.914919973816721
leaf_count=509 82 154 69 65 21 74 44 97 276 50 91 62 770 145 456 111 754 165 204 99 52 57 87 712 143 91 120 89 2927 187
internal_value=4.73102e-05 -0.00372527 0.00745916 -0.00924086 -0.00482309 0.0164069 0.000805232 -0.00905031 -0.00160963 0.000461688 0.00265021 0.0233822 -0.00151527 0.00275504 -0.00537369 -0.0109126 -0.005831 0.0070544 0.00260441 0.018703 -0.0121767 -0.000788939 0.00212827 -0.000526861 -0.0250481 0.00155112 0.00203938 0.020892 0.000882254 -0.0232742
internal_weight=818.092 79.6921 26.0092 53.6829 45.9563 19.9178 11.153 40.7535 27.0606 738.4 351.632 17.3719 386.767 182.983 203.784 117.587 89.7044 142.376 103.419 38.9565 40.6073 21.8078 86.1969 77.1122 18.7996 334.26 328.903 18.6714 310.232 13.6929
internal_count=8763 1069 269 800 646 187 118 581 373 7694 3430 112 4264 1635 2629 1321 865 1238 974 264 397 202 1308 1221 195 3318 3227 180 3047 208
is_linear=0
shrinkage=0.05


Tree=746
num_leaves=29
num_cat=0
split_feature=31 3 31 3 31 3 31 5 3 16 5 31 31 3 39 3 40 38 5 21 7 1 5 1 5 42 40 5
split_gain=0.523319 1.47226 0.705859 3.74722 4.77018 3.93684 5.44819 5.65098 3.55208 2.65111 5.56487 3.37634 1.82812 3.90313 3.62619 3.54162 5.1604 4.30401 2.72004 5.21081 5.7743 5.5321 3.00652 5.58255 4.917 2.55316 1.79669 1.14294
threshold=0.021325839060730514 0.10396000349482663 0.0049437858204594348 0.04541335908901005 0.0097308499915061113 0.053484194383689558 0.0061299688745305864 0.053858122009461232 0.035538646764921002 0.028531720750208798 0.045864380314610605 0.009087930692719258 0.00093942940457225404 0.07428576910961289 0.0063757609140896879 0.050175774722519433 0.0067073552808477538 -0.025344358576454503 0.042732564405706462 -0.017510030859844938 81.392419809097419 0.025164486777318702 0.049462983288923339 0.068269524307781174 0.051286553553195481 0.42529683789526301 0.0054670779034023268 0.035134194195228667
decision_type=2 2 2 2 2 2 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 12 4 8 6 27 -8 -4 11 -11 -7 18 15 -15 16 -14 -17 19 21 -21 -1 23 -20 -24 -16 -10 -5
right_child=1 -3 3 5 -6 9 7 -9 26 10 -12 -13 13 14 25 17 -18 -19 22 20 -22 -23 24 -25 -26 -27 -28 -29
leaf_value=-0.018941937194160766 0.0058621434775246988 -0.014668304473670594 -0.0065502017994672869 0.0176310971113398 -0.01270415811967268 -0.00090778562676239712 -0.021854035220171084 0.0078942079284480392 0.014343757106730987 -0.012439393444312977 0.0027689366929097891 0.018186501085884824 -0.0019688821387016915 0.032588424102551798 0.01833304805670875 0.020755502572121127 0.027733362242201628 -0.010220771386050214 -0.014939685843595047 -0.0020332951622923025 0.016157007253035077 0.011575585526148019 0.020289094342705982 0.016526320156982639 -0.0015457165362270557 -0.0063953928924809327 0.032070455152471339 -0.00060077692854403585
leaf_weight=15.855261862277983 14.565344847738741 20.671428702771664 15.215231642127035 17.595639362931252 18.506128832697868 41.704542174935341 66.695179179310799 20.632435813546181 49.68684858083725 72.452455148100853 351.51218975707889 50.612680308520794 323.14983755350113 13.278588853776453 16.471643999218941 11.621796950697897 15.208526253700255 220.93464404344559 84.92601577937603 422.7152629904449 48.541337214410305 196.88726241141558 27.416534967720509 16.669623702764511 408.42145296186209 27.78313035517931 21.463941171765327 15.712369799613951
leaf_count=53 53 83 51 53 57 128 200 71 163 226 1211 162 1056 43 54 37 50 677 261 1378 159 639 89 58 1530 95 73 53
internal_value=-2.36852e-06 -0.00604784 7.81277e-05 0.00138274 0.010136 -5.20617e-05 -0.00818801 -0.0147674 0.015097 0.00184054 0.000155833 0.00951486 -0.000442356 -0.00263506 0.00974214 -0.00389261 -0.000611254 -0.00864301 0.000681861 0.00277622 -0.000145982 0.00926985 -0.00197438 -0.00971646 -0.000156382 0.0027164 0.019799 0.00890487
internal_weight=2626.91 35.2368 2591.67 741.79 104.872 636.917 120.636 87.3276 86.366 516.282 423.965 92.3172 1849.88 628.448 57.5334 570.915 338.358 232.556 1221.43 683.999 471.257 212.743 537.434 101.596 435.838 44.2548 71.1508 33.308
internal_count=8763 136 8627 2448 344 2104 377 271 287 1727 1437 290 6179 2012 192 1820 1106 714 4167 2229 1537 692 1938 319 1619 149 236 106
is_linear=0
shrinkage=0.05


Tree=747
num_leaves=20
num_cat=0
split_feature=27 30 43 38 28 35 44 30 23 28 42 44 32 39 28 40 3 28 20
split_gain=0.589877 1.73118 3.36777 2.58511 2.09612 2.27018 2.71572 1.67093 1.65831 1.25071 1.22358 1.92481 4.93124 3.91775 0.911313 5.61663 3.76163 1.53444 0.904304
threshold=0.019131773324412498 0.013839707982852459 -0.37940952255126059 0.04362867292218154 0.093356662848670655 0.0048944062862645863 0.37940952255126048 0.013085807827167862 0.097016383280594004 0.058972479070926856 0.78991306266805306 0.1294095225512602 0.0038480417263824182 0.010205359490305517 0.072382595847080969 0.0075868300208553749 0.094760501358441593 0.06813562412046309 -0.16660443116753834
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 6 -4 14 -2 -9 -10 13 -13 -12 17 -16 -17 18 -1
right_child=8 2 4 -5 -6 -7 -8 9 10 -11 11 12 -14 -15 15 16 -18 -19 -20
leaf_value=0.0018857960515655412 0.017351221051840549 -0.0029936537828093215 -0.012064681393997174 -0.03221136841868659 0.016247957082921562 -0.020702183460931313 0.017140276644895674 0.0011417082261494149 -0.011516067626464224 0.021764646756536478 -0.026524248885356344 0.034704361513225791 -0.0067286013119085848 0.010574418660451935 -0.032725986931826781 0.012680741198454588 -0.014836344184848752 0.014082309263835888 -0.00053235226145831587
leaf_weight=495.15126382559538 18.301492676138878 13.57104976475239 15.737499918788673 18.334482453763485 14.922110736370085 15.68717537820339 15.788811754435299 15.111954815685751 16.217066058889031 15.316983237862585 12.176671274006369 13.745901651680471 14.531491579487918 16.634665466845036 14.938495874404905 31.797018062323332 20.171736821532249 19.405573844909668 1762.5577417332679
leaf_count=1696 65 46 61 70 54 57 53 51 72 50 53 51 68 65 49 107 69 61 5965
internal_value=-1.23759e-05 -0.000160601 -0.00681118 -0.019988 0 -0.00519016 0.00241142 0.000100968 0.00392306 0.0117237 0.000483411 0.00399368 0.0132875 -0.00496934 -4.82734e-05 -0.00579684 0.00189594 0.000118685 0
internal_weight=2560.1 2468.49 94.0411 31.9055 62.1356 47.2135 31.5263 2374.45 91.6073 30.4289 73.3058 57.0887 28.2774 28.8113 2344.02 66.9073 51.9688 2277.11 2257.71
internal_count=8763 8389 341 116 225 171 114 8048 374 101 309 237 119 118 7947 225 176 7722 7661
is_linear=0
shrinkage=0.05


Tree=748
num_leaves=29
num_cat=0
split_feature=10 7 44 4 19 11 32 19 19 37 19 8 36 29 29 32 35 37 14 28 0 9 28 10 10 16 34 21
split_gain=0.503069 2.25279 1.25365 2.58296 1.90562 1.70696 1.50864 1.39216 0.972294 3.16953 2.84403 2.60695 2.48234 2.38013 2.08487 2.96057 3.25878 4.82786 2.77674 2.78933 2.42841 2.60849 4.01555 2.35265 2.08161 1.40877 0.888122 0.200972
threshold=31.550477150746044 36.922713272349412 1.0000000180025095e-35 0.26239100765789575 0.22044878288546865 0.038153913744415673 -0.0022754372009076641 1.0000000180025095e-35 0.32230419211617306 0.00671535372576726 0.29324083583667682 -35.976861590012625 0.0022336306843256941 -0.0034662370246876235 0.00056543677100828759 -0.00061275304304793908 -0.0014992794037722022 0.0020607045093071767 0.039380734736271648 0.033097623241201572 0.42303771199455525 -35.599275287728609 0.060017083644817636 44.665839536807304 32.531901082191311 0.021247288272694842 -0.0022583978069214967 -0.007619491710010886
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 6 -1 27 9 10 12 -12 24 -14 15 16 25 -18 -17 -20 -16 22 -22 -23 -2 -10 -7 -4
right_child=8 -3 3 -5 -6 26 -8 -9 14 -11 11 -13 13 -15 20 18 17 -19 19 -21 21 23 -24 -25 -26 -27 -28 -29
leaf_value=0.00021432227668377086 0.032476171971423141 -0.034159274557451248 -0.0025478921748881139 -0.036140506698510912 0.037204245190644712 0.0012231144457089506 0.034918844832039872 0.017539007503438116 -0.034684469218911947 0.030883370263323291 0.0010848923567509398 0.039178940502364021 0.00046615755834949167 -0.033910345653096509 -0.028242837660213096 0.019613248029284644 0.014225131279929127 -0.034554107280762109 -0.017444904794973879 0.019553577979513605 0.010229729748276432 0.033125219303141627 -0.025168187764394813 -0.0014179505999552507 0.00078701990956145287 -0.0061135208314925813 -0.034216484323333067 -0.031052988314395565
leaf_weight=14.940110152121639 5.3328679250553241 5.6797286204528055 1.4889654088765394 6.5762306293472639 3.9064723541960111 2.4596945822704583 3.9662447981536415 6.5427127527073026 5.959847814403477 9.9865880291908962 9.2609131308272499 9.174627320840953 9.5136415758170205 9.959046892821787 6.7788333334028712 6.1571258818730703 45.477494690567255 5.5651451065205029 70.439053083769977 5.2838264899328342 115.89134891796857 4.9054150069132438 8.440172021975739 295.99565720348619 123.45405500615016 17.435778817161918 4.4241429176181546 2.034134980291129
leaf_count=232 85 114 49 121 39 66 52 88 72 69 91 69 98 90 78 61 433 78 720 46 910 41 157 3266 1309 180 86 63
internal_value=4.66407e-05 -0.00469942 -0.000915082 -0.0119517 0.00512139 0 0.00790325 0.00355966 0.000376466 0.00363209 0.00195197 0.0204216 -0.000323174 -0.0169432 -0.000593188 -0.00554505 0.00161265 0.00875183 -0.0121072 -0.0147749 0.00118788 0.00167534 0.00776828 -0.000827384 0.00216219 -0.0137212 -0.0210013 -0.0207888
internal_weight=817.03 52.0184 46.3387 16.642 29.6967 25.7902 18.9064 10.0658 765.011 176.682 166.695 18.4355 148.26 19.4727 588.33 156.318 74.4383 51.0426 81.88 75.7229 432.011 425.233 124.332 300.901 128.787 23.3956 6.88384 3.5231
internal_count=8763 910 796 321 475 436 284 200 7853 1811 1742 160 1582 188 6042 1590 763 511 827 766 4452 4374 1067 3307 1394 252 152 112
is_linear=0
shrinkage=0.05


Tree=749
num_leaves=27
num_cat=0
split_feature=35 24 36 17 24 43 43 36 5 31 40 30 18 35 15 7 15 25 21 2 42 41 30 37 41 17
split_gain=0.555419 1.78213 2.21974 1.93369 1.90619 3.08409 1.85832 2.30633 3.2372 2.31256 1.94615 1.40792 2.66931 1.07586 1.10854 4.46679 3.61621 3.82251 3.6068 3.28619 2.94141 2.84568 2.71115 2.68143 2.62598 2.56755
threshold=0.0095766070353945371 0.0094228780586235617 -0.0021767493697487646 -0.84667168929643222 0.011947139876288357 0.25881904510252091 0.91597561503675362 0.023378845460887091 0.042245270105323751 0.0045570241230616171 0.008383693500551093 -0.001565794294980101 0.52389026314323817 0.00922832043828903 0.91562195042163452 69.67751826374446 0.73135254299493868 -0.00046452814414428995 -0.024295198049276757 0.68662137751812147 0.76536574747957176 0.0003677717890884179 0.0098215904088650701 0.0070349959264609527 0.00081646113201211 0.76278226596215826
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 -2 5 -3 7 9 -9 -6 -8 12 -4 14 16 18 20 22 -16 -19 23 -17 -18 -1 -23 -20
right_child=1 4 11 -5 6 -7 10 8 -10 -11 -12 -13 -14 -15 15 21 17 19 25 -21 -22 24 -24 -25 -26 -27
leaf_value=0.00065351870723279464 -0.010234448098912562 0.02082321606035591 -0.018600863118220273 0.015909348244355619 -0.011255674879807592 -0.0055368871279550293 0.023898949513954052 0.025420564848181046 -8.5677155783533114e-05 0.00039254050327920166 -0.0014775959957862637 -0.020262224898517912 0.0048321752209454184 0.011811269694584167 0.012439637522218003 0.015726067918048838 0.013086141815303111 -0.0083262596522947867 -0.029309644207898847 0.013226032340716993 -0.018325630163285863 -0.013051587941561915 -0.0055802398903264695 -0.010102798805893489 0.000731182831099568 -0.0096632958017159095
leaf_weight=1243.6609668917954 12.143030501902105 26.18364842236042 22.792058981955051 16.288860000669956 98.719845451414585 18.726102851331234 14.363833099603655 13.560572043061255 135.01126602292061 73.482921898365021 15.073911212384699 29.648879632353783 25.32768077403307 20.201739445328712 13.577040001749991 28.494079485535622 148.92569669336081 62.301124192774296 23.282487783581018 24.49214718490839 21.802710209041834 38.187760207802057 21.911576509475708 60.656737148761749 351.36471620947123 63.22628290951252
leaf_count=4105 46 86 80 61 331 64 54 49 476 253 55 91 88 68 42 97 481 204 79 79 74 133 75 205 1178 209
internal_value=-5.43785e-07 -0.00149909 -0.00724629 0.00457157 3.44245e-05 0.00973283 -0.00119741 -0.00231466 0.00222425 -0.00625875 0.0107743 -0.0116314 -0.00617882 0.000351172 0.000238091 -0.00176599 0.000896964 0.00631679 -0.0112505 -0.00217867 -0.000152594 0.000494901 0.0106609 0.000148731 -0.000610111 -0.0150363
internal_weight=2623.41 501.323 106.201 28.4319 395.122 44.9098 350.212 320.775 148.572 172.203 29.4377 77.7686 48.1197 2122.09 2101.88 518.132 1583.75 257.631 100.086 86.7933 1326.12 418.047 170.837 1304.32 389.552 86.5088
internal_count=8763 1734 366 107 1368 150 1218 1109 525 584 109 259 168 7029 6961 1738 5223 839 330 283 4384 1408 556 4310 1311 288
is_linear=0
shrinkage=0.05


end of trees

feature_importances:
Column_28=1173
Column_40=854
Column_31=752
Column_5=674
Column_21=630
Column_1=613
Column_39=592
Column_3=512
Column_33=511
Column_27=498
Column_20=482
Column_16=450
Column_30=445
Column_32=445
Column_38=423
Column_10=415
Column_12=391
Column_7=371
Column_43=359
Column_15=358
Column_44=341
Column_35=327
Column_29=319
Column_42=308
Column_36=303
Column_41=285
Column_19=272
Column_24=271
Column_14=265
Column_37=256
Column_25=235
Column_8=229
Column_4=227
Column_34=223
Column_17=215
Column_2=212
Column_11=177
Column_26=153
Column_18=140
Column_0=136
Column_23=112
Column_9=91
Column_13=51
Column_6=40
Column_22=39

parameters:
[boosting: gbdt]
[objective: multiclass]
[metric: multi_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 250]
[learning_rate: 0.05]
[num_leaves: 31]
[num_threads: -1]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 6]
[min_data_in_leaf: 50]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.8]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 0.8]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0.1]
[lambda_l2: 0.1]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 16083]
[num_class: 3]
[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:null