tree version=v4 num_class=3 num_tree_per_iteration=3 label_index=0 max_feature_idx=13 objective=multiclass num_class:3 feature_names=HomeValue AwayValue HG_Roll AG_Roll HxG_Roll AxG_Roll HDef_Roll ADef_Roll HCorn_Roll ACorn_Roll H_Trend A_Trend Total_Att_Strength Total_Def_Weakness feature_infos=[150:950] [150:950] [0:6.2000000000000002] [0:6.2000000000000002] [0:3.9100000000000001] [0:3.6900000000000004] [0:4.5999999999999996] [0:4.2000000000000002] [0:12] [0:12.4] [-4.333333333333333:5] [-4.3333333333333339:6] [0.20000000000000001:8.4000000000000004] [0:6.8000000000000007] tree_sizes=3354 3325 3304 3414 3467 3405 3417 3461 3426 3426 3481 3437 3444 3463 3441 3416 3472 3414 3429 3482 3421 3422 3494 3434 3418 3436 3426 3422 3467 3450 3418 3478 3418 3446 3446 3427 3431 3456 3439 3449 3435 3423 3438 3444 3445 3452 3418 3426 3421 3413 3439 3435 3418 3475 3436 3410 3437 3455 3429 3438 3439 3446 3457 3440 3445 3444 3443 3419 3431 3447 3428 3453 3451 3460 3435 3442 3412 3416 3447 3399 3454 3449 3448 3453 3460 3431 3451 3440 3432 3454 3439 3445 3421 3447 3453 3444 3449 3445 3458 3437 3401 3452 3451 3408 3450 3456 3425 3481 3431 3426 3442 3447 3414 3467 3449 3433 3458 3439 3410 3446 3435 3407 3467 3458 3461 3468 3440 3438 3479 3455 3415 3466 3463 3426 3450 3459 3439 3433 3433 2881 3463 3441 3436 3427 3443 3400 3460 3470 3393 3450 3453 3431 3471 3448 3444 3481 3475 3395 3446 3458 3464 3439 3465 3414 3459 3438 3446 3434 3479 1845 3466 3436 1854 3468 3476 1853 3436 3471 1853 3468 3440 1829 3483 3473 1954 3465 3471 3011 3453 3455 1845 3486 3458 1744 3452 3456 3007 3454 3456 1852 3463 3468 3429 3467 3460 1747 3458 3443 2458 3457 3475 2149 3450 3454 1739 3461 3451 3437 3465 3486 2467 3482 3460 1728 3420 3458 2445 3461 3445 1733 3459 3453 1723 3449 3416 2129 3461 3440 1593 3448 3448 1637 3463 3477 1616 3482 3475 2552 3446 3445 1618 3439 3428 2393 3465 3460 2035 3422 3427 2177 3440 3450 2598 3464 3423 2996 3425 3464 1612 3468 3452 2585 3461 3461 3315 3467 3449 2588 3448 3448 2263 3446 3435 1617 3435 3452 2443 3435 3444 2782 3445 3349 1617 3464 3440 3096 3488 3416 1839 3442 3455 2169 3493 3439 2176 2700 3028 1838 3233 3443 2372 3448 3435 2269 3332 3442 1949 3440 3461 1934 1948 3135 2458 3451 3468 1959 2707 2613 1940 3456 3449 3101 2816 3140 1857 1638 3420 1948 1643 3461 1530 3441 2805 3112 2937 3345 2118 2597 3416 2053 1959 1968 1633 3451 3443 3217 1968 2816 3431 2927 3244 1524 1959 3429 1935 3399 3208 3106 1958 3231 1922 3434 2293 1631 1961 1770 3447 2485 3465 2123 1963 1762 2918 3435 3423 3449 2692 1441 2048 2925 2616 2803 3411 3131 3414 2710 2368 3425 2176 2178 1967 2906 2574 3411 3439 3152 2053 3461 3455 2994 2698 2471 2559 2267 1763 2999 3429 1968 3463 2893 3138 1620 2274 1754 2370 3435 1436 3461 2168 3448 1637 2838 1425 2454 2904 3463 2907 3422 1757 2366 1749 1442 2270 3443 3425 2298 3452 1861 2462 2278 3132 3454 3374 2639 2478 3432 1416 2271 2383 2519 2066 2277 3241 2154 3428 3097 2485 3457 1964 2353 3422 2823 2395 2265 1857 1948 3044 3095 3445 2064 1927 2598 3458 2510 3111 3432 1955 1511 3032 2069 3434 2128 1638 2694 3352 3428 1928 3138 1757 3462 2160 2878 2385 3411 3334 3485 3418 3429 3413 3130 3038 2398 2271 1776 3441 3418 1878 3420 3455 2797 3431 3204 1657 2352 3421 2081 3407 3214 2792 1525 3402 3435 3434 3024 2088 2358 2163 2668 3416 3419 2685 2591 3427 3428 3425 3466 1422 2784 3427 3438 3431 3218 3449 2818 3433 2516 1955 3123 3398 3405 2266 3450 3222 2579 3482 2587 3436 2679 3310 2789 1632 3416 3423 3457 2170 3452 1869 2489 2182 2790 2779 2142 3422 3436 3023 3467 3433 3433 2085 2895 3433 2900 2702 2041 3435 3417 1535 3439 3108 3422 1632 3442 3399 3023 3040 1535 3474 3396 3426 3467 1852 3444 1834 2911 3010 3015 3447 3453 3232 2818 1430 3465 3400 2381 2074 1753 3470 3470 3419 1433 2784 3421 2366 3412 2569 3433 1782 3482 3422 2183 3435 3443 2805 1752 1534 3458 3217 2676 1538 3486 3121 3428 3400 1426 2925 2482 3413 2177 3407 3461 3465 3455 2688 3358 2562 3407 3473 1763 3456 3427 2702 2366 3475 3408 1433 2057 2138 3439 2780 2581 3444 1872 3443 2159 3426 3414 3330 2777 2900 2691 3464 2151 1526 3197 3480 2253 3152 3456 1423 2699 3134 1013 1227 3435 3429 3145 3341 3462 1871 3402 3429 3445 3450 2701 2662 3442 3466 3441 2185 3427 2912 1951 3411 2084 2439 3449 3462 3447 3460 1972 3427 2367 2460 2692 1014 2078 3425 3483 3462 3431 2469 2689 1950 1540 3443 2478 3410 2911 2482 1014 1977 3447 3459 2182 1952 2468 2569 3439 3458 1225 3475 3455 2929 3460 3458 1978 3427 3114 3125 2483 2166 2485 2260 3471 3349 3442 3461 3138 3425 2055 2496 2484 3446 3458 3411 3423 1220 2454 1429 3446 3319 3456 2453 3416 1431 1219 2591 3144 2086 1963 3232 3034 3419 2259 2900 2707 3461 2085 3445 1434 3426 2384 1430 2473 3432 3442 2709 2461 3431 3423 3118 2801 2921 3412 3472 1749 2707 3459 2057 3430 2269 3429 2575 3441 2362 3217 1439 3159 2609 3430 3434 3393 3340 3445 2921 3436 1974 2371 2081 3411 3215 2082 3411 3427 1849 1227 2037 2833 1622 3421 1317 2718 3422 3251 3429 3238 2264 3449 1935 2851 2569 2071 2593 3416 2588 1330 1231 2462 2251 1543 3462 2685 3424 3401 2930 2577 2167 1540 3429 3400 3112 2615 2067 3424 3463 3240 3335 3457 3410 3460 2810 2775 2687 2376 3435 3468 3429 3412 3425 2790 2695 3431 2793 1425 1318 3433 3433 2178 3016 3418 3441 1629 1628 2700 1851 2376 1540 3438 3426 2353 3434 2766 3417 2810 3422 1641 2942 3427 3474 2720 2492 3477 3020 3434 2789 1972 2874 1545 2716 1951 3121 3406 3439 3431 3423 3409 3454 2810 3003 2683 1854 2383 3108 2079 1638 3436 1854 3425 2358 3445 1943 2598 3452 2685 3439 3417 2380 3479 3478 3247 1542 2803 1750 3456 3433 3443 3438 3440 3393 2261 3327 3423 3442 3435 2572 3435 3411 3359 3463 1548 3425 3476 2600 2384 3430 3427 2374 1329 3118 2680 3421 1539 3458 3456 2144 2488 3482 2807 3423 1329 2073 3400 3469 3432 3407 3431 3439 3388 3415 2247 1863 3114 1849 3478 3004 2070 2162 2600 2145 3454 1328 2586 3455 3422 3416 3446 3410 3459 3408 3489 3416 3399 3436 2060 3485 2927 3434 3044 3421 3417 3410 3453 3036 1754 3423 2063 3318 3432 3441 3425 3445 2814 1853 2703 2474 3398 3440 3228 3421 3413 3451 3463 3411 1967 1754 3419 1854 3413 2154 3442 2688 2611 3419 1964 3431 3419 3468 3475 2675 3457 3450 3411 3380 2373 3412 2719 3406 3378 3403 3473 3432 3435 3468 2368 3470 3129 1881 3407 2599 2171 3443 3485 3411 3319 3481 3016 3408 2599 2375 3324 3450 3328 3416 3135 1833 3440 3443 2369 1948 3400 3375 2690 3473 3394 3419 2235 3421 3404 3490 1859 3442 1644 1858 3475 3422 2804 3414 2687 1529 3407 2389 3429 3437 3432 3360 3416 3446 1945 3412 3437 1535 1322 3419 3460 3441 2491 3333 3427 3082 3417 3410 3451 1533 1437 1743 3094 3449 3442 2374 3445 3440 2179 3436 3418 3437 3420 3435 3425 3469 3401 3461 3413 3102 3423 2890 3424 2923 3425 3433 3395 3431 1316 3441 2993 2577 2358 3421 3448 3419 2784 2041 3009 3443 1329 3435 3434 3451 1750 1750 2487 2823 3414 2501 1968 3424 3450 2705 3425 3446 1856 3452 1329 3440 3428 3423 3419 3441 1961 3416 3470 3426 3452 3433 3425 2377 1746 2491 2838 3426 1641 2598 1533 3450 2188 2688 3460 2825 3439 3407 3460 3198 3456 3235 1752 3467 2082 3464 3424 1844 3437 3481 3250 3450 3441 3383 3416 3410 3419 3413 3417 3446 2919 2065 1743 3448 3445 1967 1730 3456 3129 3451 3417 3464 3426 3150 2712 3426 3441 2702 2987 2138 2700 3412 3417 2193 3416 3414 2937 3408 1744 3445 2712 3430 1945 3402 3402 2804 3456 3439 1549 3318 1327 1863 3414 3441 3442 3463 3450 2816 3449 1953 2816 3470 3446 1949 3401 3453 1747 2590 3440 3471 2491 1743 3026 3464 1321 3351 3449 3423 3435 3432 2384 1861 3459 2379 3370 3454 2046 1979 3475 3450 2158 3431 2139 1745 3428 1327 1959 3459 1739 3486 3437 3419 2816 3434 3473 3467 3428 3402 1553 3465 1960 3439 1423 3429 2394 1753 3115 3435 3462 3447 3425 3319 2072 1442 1760 2592 2678 3434 2584 3465 3419 2277 3426 2998 3411 3419 3410 3350 3472 3327 3471 2067 3435 3452 3428 3441 2064 2496 3435 3404 3456 3254 3427 3242 2778 3463 3409 3443 3462 3387 3446 3434 3439 3448 3443 3455 3430 1219 3342 3415 3463 3144 3481 3457 3427 3427 3442 3423 3456 3425 3461 3419 1318 3435 3428 2068 3456 3439 1224 3421 3450 1323 3427 2917 3440 2569 3446 1329 3461 3222 3218 3445 3459 3434 2376 3441 1326 3452 3224 3421 3433 3407 1324 3482 2999 3456 3249 3457 3462 3390 3423 1930 3486 3444 3401 1864 3428 3385 2171 3106 1322 3394 2467 3449 3454 3424 1412 3391 2888 3433 3402 3466 3452 3451 2699 2067 3392 3452 3456 3018 3457 3444 1973 3459 3393 2297 3444 3409 1965 3427 3455 3400 3463 3421 2530 2703 2910 3119 3463 2601 2159 3419 3443 3449 3197 3429 3473 2289 3435 3384 3440 3418 3380 3470 3344 1957 3435 3441 3424 3459 3435 3410 3457 3129 2256 3107 2925 2254 2374 3409 2923 3460 3443 3459 3429 3458 2142 2291 2184 3435 3453 1321 1878 3337 3450 3437 3448 3444 2044 2297 2186 3443 3361 1429 1960 3435 3037 3438 3002 3352 3410 2291 3433 2901 3103 3472 3432 3460 1326 3422 3101 3239 3295 3434 3457 3424 2080 1326 3445 3107 2055 3420 3404 3461 3431 3140 3425 2382 3433 3406 3397 2472 1427 3109 2887 1427 3437 2698 2912 3110 1746 3438 3400 3434 2267 3425 2688 3409 2066 3439 1327 3409 3416 1222 2693 3408 3459 3424 3432 1328 2178 3424 3428 2170 1959 1950 3418 3455 2372 3425 3482 3030 3397 2265 3337 3105 3338 2473 3453 2081 3452 3396 1848 2835 3450 3432 2373 3451 3468 1537 3003 3021 2076 1863 1753 2364 3461 1761 3466 2154 3443 3438 3481 3461 3457 3436 3444 3422 3400 3446 3436 2799 3254 3403 2150 3094 3446 3324 1759 1324 3430 1219 3020 3394 1744 3459 3018 3450 1334 3426 3235 1543 3219 3439 1329 3451 3430 3387 2509 3437 1326 2785 1844 2278 3343 3426 2819 3406 2875 2592 2480 3470 2714 2386 3448 1231 2199 3422 3396 2818 3212 2467 3318 2058 3454 3320 3140 1540 3424 3446 1327 3445 3432 3453 3436 1956 3395 2063 1751 3039 3454 1435 1330 3446 1224 2473 3440 3454 1230 Tree=0 num_leaves=31 num_cat=0 split_feature=4 5 5 4 3 0 4 7 7 0 4 3 6 4 5 5 5 5 8 5 3 0 8 7 2 6 3 5 10 0 split_gain=439.759 261.625 105.736 83.5414 68.5094 44.8372 35.5507 30.6806 29.4906 25.6397 23.8111 22.9246 20.0091 19.4813 16.6369 14.2495 13.9249 13.8461 13.702 13.7147 13.324 12.6771 10.9275 10.3816 10.1302 10.1292 9.78307 9.58112 8.79612 8.62298 threshold=1.7750000000000004 1.5650000000000006 1.6750000000000003 1.3750000000000007 2.1000000000000005 575.00000000000011 2.0750000000000006 1.3 1.7000000000000004 725.00000000000011 2.1450000000000009 2.5000000000000004 0.70000000000000007 1.5150000000000008 1.2250000000000008 1.9250000000000003 1.3150000000000006 1.9850000000000003 5.7000000000000002 0.99000000000000021 0.3000000000000001 725.00000000000011 4.9000000000000012 1.1000000000000003 1.5000000000000002 2.3000000000000003 1.3 1.3250000000000008 -1.0000000180025095e-35 725.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 7 8 10 11 18 13 12 16 21 -5 15 -14 -3 24 29 19 -1 28 26 -10 -8 -2 -22 -4 -7 -9 -6 right_child=2 4 6 9 17 27 23 20 22 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.81258192915989413 -0.80682024285499432 -0.82381225819429016 -0.80574855263136258 -0.80147746415099963 -0.82827341436537683 -0.78582172810917139 -0.81009118363233479 -0.78332528186533679 -0.81910458322306601 -0.79424438980422596 -0.79214606214231253 -0.83132182408153177 -0.8075315290923949 -0.81823994343602369 -0.81338055140783017 -0.83128016814866867 -0.8079078170827112 -0.8350721341509344 -0.81225410270783827 -0.82285716069252679 -0.81384718905318476 -0.79903721381167847 -0.80961620836660342 -0.79824053130208161 -0.79533212472822989 -0.82157213082803782 -0.81925235040150879 -0.79436167531534074 -0.80910261722560939 -0.79775559412232699 leaf_weight=132.49045169353485 105.47424226999283 901.8972926735878 62.174290180206299 224.6416317820549 395.99101483821869 243.51596987247467 119.16738951206207 19.614508211612701 257.94928723573685 98.442626118659973 193.92457175254822 85.489648997783661 744.24105685949326 423.37730932235718 1062.5142089724541 308.6509405374527 377.85684686899185 507.38661807775497 159.50666111707687 994.04847276210785 1337.8574940562248 44.780292332172394 189.48355102539062 150.62461966276169 200.21601778268814 172.45963823795319 216.12967538833618 229.82282263040543 30.346974968910217 8.5119563937187177 leaf_count=358 285 2437 168 607 1070 658 322 53 697 266 524 231 2011 1144 2871 834 1021 1371 431 2686 3615 121 512 407 541 466 584 621 82 23 internal_value=-0.814731 -0.817906 -0.802263 -0.81369 -0.824915 -0.79741 -0.811926 -0.817053 -0.82191 -0.809197 -0.801424 -0.817507 -0.809921 -0.823779 -0.810971 -0.825716 -0.804056 -0.831771 -0.820484 -0.821649 -0.814225 -0.813852 -0.815086 -0.803475 -0.799296 -0.814729 -0.816236 -0.789968 -0.798983 -0.827631 internal_weight=9998.59 7969.41 2029.18 4976.16 2993.25 1350.81 678.366 2846.32 2081.36 2129.84 877.472 408.574 2031.4 1633.93 1806.76 1210.55 683.547 911.89 1286.05 1126.54 1560.28 323.084 447.433 269.792 305.69 1510.32 278.304 473.339 49.9615 404.503 internal_count=27017 21534 5483 13446 8088 3650 1833 7691 5624 5755 2371 1104 5489 4415 4882 3271 1847 2464 3475 3044 4216 873 1209 729 826 4081 752 1279 135 1093 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=4 5 8 5 2 10 5 5 8 7 2 2 0 4 9 13 12 0 4 11 11 10 7 4 12 11 0 13 13 6 split_gain=49.7967 20.485 19.059 14.0898 9.18377 9.09844 9.0279 8.02196 11.1345 8.13233 7.72145 7.49766 7.47558 7.03881 6.78041 5.9247 5.90272 5.83641 5.75609 5.70428 5.1054 4.94686 7.55672 4.93055 4.87054 4.77021 4.55473 4.48821 4.3154 4.23274 threshold=1.6350000000000005 2.265000000000001 6.9000000000000012 1.3050000000000006 1.5000000000000002 0.83333333333333337 1.5050000000000006 1.7350000000000003 4.9000000000000012 0.90000000000000013 1.9000000000000001 3.1000000000000005 200.00000000000003 1.6400000000000006 4.3000000000000016 2.1000000000000005 1.5000000000000002 725.00000000000011 1.7950000000000006 -0.83333333333333315 0.33333333333333326 1.0000000180025095e-35 0.50000000000000011 1.7750000000000004 3.9000000000000008 -0.66666666666666663 575.00000000000011 1.3000000000000003 3.1000000000000005 0.50000000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 5 13 12 8 17 -10 -11 15 -4 -2 21 18 -16 20 -5 -18 -1 22 -9 -6 -23 -3 -17 -27 29 -8 right_child=2 25 6 11 23 -7 28 14 9 10 -12 -13 -14 -15 16 26 19 -19 -20 -21 -22 24 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-1.3797385215150468 -1.3581028803723956 -1.3981661609772047 -1.3837982492350844 -1.3905582362076214 -1.3863434667384238 -1.367216460202912 -1.3964381350894577 -1.3516987431941947 -1.3778995691808589 -1.3826007679810057 -1.3923725107574167 -1.3934246204379288 -1.3975737420631535 -1.3877461106554387 -1.3681918595577458 -1.3800206543968032 -1.3794350528060981 -1.3927098524315191 -1.3828005158664582 -1.3854025677025466 -1.3769399649663698 -1.3645715685354165 -1.3852240009118317 -1.39388410683034 -1.3880545373289039 -1.3674179889952331 -1.3856286736484886 -1.3888806191216045 -1.3962172816184211 -1.3838724476012207 leaf_weight=1587.2986161708832 7.6122668981552115 51.030381798744202 42.290371656417847 138.99435484409332 112.21045279502869 27.065837860107422 27.911645293235779 6.7664594650268546 327.32747662067413 1124.3600144386292 77.814283847808838 60.334263563156128 219.34606099128723 136.17499673366547 21.145185828208923 646.76075053215027 179.59311163425446 27.065837860107422 226.11252045631409 730.77762222290039 930.67011225223541 40.880692601203918 57.232969641685486 256.27965223789215 9.8677533864974958 9.3038817644119245 163.24083459377289 152.52727377414703 41.162628412246704 177.90149676799774 leaf_count=5630 27 181 150 493 398 96 99 24 1161 3988 276 214 778 483 75 2294 637 96 802 2592 3301 145 203 909 35 33 579 541 146 631 internal_value=-1.38264 -1.38105 -1.38634 -1.38488 -1.38892 -1.38317 -1.39146 -1.38067 -1.38007 -1.38209 -1.38323 -1.38311 -1.39535 -1.38618 -1.38301 -1.38258 -1.38386 -1.37885 -1.38575 -1.38423 -1.3787 -1.37613 -1.38168 -1.39159 -1.36914 -1.39017 -1.38115 -1.38765 -1.38735 -1.38558 internal_weight=7617.06 5333.66 2283.4 1774.79 539.343 170.853 508.612 5120.8 4074.54 1529.5 1202.17 1235.44 261.636 143.787 1046.26 1175.11 931.516 2545.03 365.107 910.371 2517.97 114.748 63.9994 368.49 50.7484 212.862 810.002 161.831 246.976 205.813 internal_count=27017 18918 8099 6295 1913 606 1804 18163 14452 5425 4264 4382 928 510 3711 4168 3304 9027 1295 3229 8931 407 227 1307 180 755 2873 574 876 730 is_linear=0 shrinkage=1 Tree=2 num_leaves=31 num_cat=0 split_feature=5 4 4 3 5 7 9 7 6 4 4 2 0 7 0 6 6 4 3 4 3 9 4 8 5 12 6 4 8 11 split_gain=432.382 182.443 138.17 86.609 58.6295 44.9099 41.8094 28.6198 24.9443 23.3447 21.7394 20.6226 20.0411 16.0422 15.1759 13.7635 12.7865 12.7026 12.6416 12.1638 11.6489 9.64207 9.62451 9.09963 9.27974 8.55053 8.15418 8.01926 7.81498 7.79337 threshold=1.7250000000000003 1.8050000000000004 1.9900000000000007 2.5000000000000004 1.2150000000000005 1.3 5.7000000000000002 0.90000000000000013 1.1000000000000003 1.4850000000000005 1.2450000000000008 1.7000000000000004 200.00000000000003 1.3 725.00000000000011 0.90000000000000013 0.70000000000000007 1.4150000000000007 1.7000000000000004 0.97000000000000031 1.9000000000000001 4.3000000000000016 1.2650000000000008 6.9000000000000012 2.3750000000000009 2.1000000000000005 2.1000000000000005 1.5250000000000006 4.1000000000000005 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 6 11 8 9 17 22 15 29 19 -9 23 21 -2 -12 -8 -10 -1 -4 25 -6 24 -5 -3 -23 -13 -15 -7 right_child=2 14 20 13 5 10 7 12 18 -11 16 27 -14 28 -16 -17 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.1809109221680349 -1.1863566426987011 -1.1863439406788769 -1.1980111551408483 -1.1560172802925899 -1.1787905481310299 -1.1775937744359126 -1.1547930307231768 -1.1837872274741206 -1.1781467925849274 -1.1853047658304072 -1.1976544180872042 -1.1908293623758317 -1.1693026162170539 -1.1561034455165216 -1.2045046737483955 -1.1709036287153729 -1.1872068068266772 -1.1670688368268765 -1.1706307036369357 -1.1888261322774067 -1.1855756448964667 -1.1945476852801904 -1.1870023012128719 -1.1723800027984428 -1.1448386568049256 -1.2017444384998786 -1.1786036473486234 -1.2011002235271471 -1.1730808178690677 -1.1842138810448757 leaf_weight=202.07821893692017 62.153395414352417 36.335831165313721 133.55011630058289 206.54051399230957 197.29718852043152 276.02482271194458 160.64262199401855 105.50140452384949 885.12809777259827 248.93231701850891 117.61334824562073 120.80070185661316 464.39742112159729 37.610772609710693 250.20725846290588 313.63559532165527 1017.7220079898834 143.74964785575867 260.72552537918091 1291.5156831741333 137.69367599487305 510.61404848098755 368.13934206962585 21.992739915847778 98.807961940765381 303.11732840538025 30.598594665527344 157.77400374412537 69.48430871963501 380.88875651359558 leaf_count=634 195 114 419 648 619 866 504 331 2777 781 369 379 1457 118 785 984 3193 451 818 4052 432 1602 1155 69 310 951 96 495 218 1195 internal_value=-1.18311 -1.18705 -1.17165 -1.16883 -1.18471 -1.18246 -1.17225 -1.16802 -1.17898 -1.17818 -1.18578 -1.18915 -1.17198 -1.15704 -1.19798 -1.17346 -1.18829 -1.16059 -1.17644 -1.18776 -1.1917 -1.19613 -1.18414 -1.15374 -1.1524 -1.2001 -1.19365 -1.19665 -1.16712 -1.18143 internal_weight=8611.27 6406.58 2204.69 1933.45 5275.71 3503.54 1499.01 874.291 1711.29 624.721 1792.25 1772.17 569.899 434.436 1130.87 375.789 1135.34 304.392 1145.85 1493.59 271.244 880.666 565.437 327.341 305.348 339.453 541.213 278.575 107.095 656.914 internal_count=27017 20100 6917 6066 16552 10992 4703 2743 5369 1960 5623 5560 1788 1363 3548 1179 3562 955 3595 4686 851 2763 1774 1027 958 1065 1698 874 336 2061 is_linear=0 shrinkage=1 Tree=3 num_leaves=31 num_cat=0 split_feature=4 5 5 4 3 0 4 7 7 6 4 3 4 0 5 5 5 5 8 5 5 3 2 0 8 7 6 2 3 5 split_gain=411.558 246.593 98.3718 78.9103 64.8085 41.949 33.2294 29.075 28.0838 24.3279 22.526 21.6241 18.4283 16.1159 14.4927 13.9573 13.5794 13.1416 13.1083 13.0245 13.0241 12.7448 12.549 12.0839 10.3789 9.88083 9.71386 9.44502 9.3368 9.00006 threshold=1.7750000000000004 1.5650000000000006 1.6750000000000003 1.3750000000000007 2.1000000000000005 575.00000000000011 2.0750000000000006 1.3 1.7000000000000004 0.90000000000000013 2.1450000000000009 2.5000000000000004 1.5150000000000008 525.00000000000011 1.4450000000000007 0.97000000000000031 1.9250000000000003 1.9850000000000003 5.7000000000000002 0.99000000000000021 1.3150000000000006 0.3000000000000001 0.90000000000000013 725.00000000000011 4.9000000000000012 1.1000000000000003 2.3000000000000003 1.5000000000000002 1.3 1.3250000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 7 8 10 11 18 12 13 20 23 16 15 22 -5 -3 -6 19 -1 27 -9 -11 28 -10 -8 -23 -2 -4 -7 right_child=2 4 6 9 17 29 25 21 24 14 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.002095255697790181 0.0076110117791801822 -0.0088202305365796558 0.0087748424291941001 0.025192764575288424 -0.012533274422719133 0.027906259559671066 0.0044289112766863837 0.015390402457321858 -0.0042268107371301296 -0.0015887246650881904 0.02184276423482916 -0.016121177958961234 -0.0034046347834837142 0.019072753582181405 -0.0020528614559880876 0.0051459276795976297 -0.01611975896352251 -0.0197933711859547 0.0024506247231446503 -0.0079174785777186944 0.0065533523122330113 0.0008665152844807225 0.0063163293647811895 0.015315072218514587 0.0050206878030592851 0.01597998454251549 -0.0067011700563680962 0.018691498372084458 -0.0044126970686875636 0.01964580575658852 leaf_weight=132.53064292669296 105.6419569849968 900.42996349930763 62.242665112018585 35.218084067106247 403.53903520107269 244.62165486812592 119.30440872907639 50.05051589012146 257.72277063131332 215.51133188605309 194.60941451787949 85.219170868396759 423.11476248502731 161.29099017381668 321.64485135674477 277.93736332654953 307.76594439148903 505.45072719454765 159.53010275959969 992.77339851856232 378.40326580405235 1337.9892731308937 1120.0157232582569 44.865962862968445 189.58108612895012 151.00868755578995 172.31370612978935 200.90200120210648 215.98836356401443 230.62295937538147 leaf_count=358 285 2437 168 95 1093 658 322 135 697 582 524 231 1144 435 869 750 834 1371 431 2686 1021 3615 3024 121 512 407 466 541 584 621 internal_value=3.34427e-08 -0.00307551 0.0120461 0.00101447 -0.00988867 0.0167162 0.00272295 -0.00225526 -0.00696675 0.00537876 0.0128358 -0.00267839 -0.00879272 0.0113685 0.0036639 0.00740043 -0.0106797 -0.0165703 -0.00559732 -0.00673825 0.0102767 0.000496671 0.00504071 0.000867244 -0.000307437 0.0108818 3.10183e-06 0.0148729 -0.00146253 0.0238977 internal_weight=9997.84 7964.41 2033.43 4976.81 2987.6 1354.8 678.629 2845.19 2078.61 2131.62 879.557 408.316 1631.31 474.446 1657.17 313.155 1208.2 908.99 1284.83 1125.3 684.947 1560.35 1335.53 323.097 447.304 270.313 1510.3 306.544 278.231 475.245 internal_count=27017 21534 5483 13446 8088 3650 1833 7691 5624 5755 2371 1104 4415 1280 4475 845 3271 2464 3475 3044 1847 4216 3606 873 1209 729 4081 826 752 1279 is_linear=0 shrinkage=0.03 Tree=4 num_leaves=31 num_cat=0 split_feature=4 5 8 5 2 10 5 5 8 7 2 0 2 4 9 13 12 4 0 11 11 4 10 7 11 12 13 0 13 2 split_gain=46.6475 19.7021 18.3192 13.325 8.82614 8.68122 8.67487 7.68782 10.484 7.80604 7.45803 7.25042 7.19409 6.70538 6.46175 5.68185 5.66184 5.58592 5.53526 5.48371 4.83131 4.79347 4.71107 7.1252 4.64554 4.60334 4.31738 4.2663 4.18691 4.19075 threshold=1.6350000000000005 2.265000000000001 6.9000000000000012 1.3050000000000006 1.5000000000000002 0.83333333333333337 1.5050000000000006 1.7350000000000003 4.9000000000000012 0.90000000000000013 1.9000000000000001 200.00000000000003 3.1000000000000005 1.6400000000000006 4.3000000000000016 2.1000000000000005 1.5000000000000002 1.7950000000000006 725.00000000000011 -0.83333333333333315 0.33333333333333326 2.1950000000000007 1.0000000180025095e-35 0.50000000000000011 -0.66666666666666663 3.9000000000000008 1.3000000000000003 575.00000000000011 3.1000000000000005 1.3 decision_type=2 2 2 2 2 2 2 2 2 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 5 13 11 8 18 -10 -11 -4 15 -2 22 17 -16 -5 20 -18 -1 -6 23 -9 -3 -24 -26 -17 -8 -30 right_child=2 24 6 12 21 -7 28 14 9 10 -12 -13 -14 -15 16 27 19 -19 -20 -21 -22 -23 25 -25 26 -27 -28 -29 29 -31 leaf_value=0.0028081749863827885 0.023818993006716173 -0.015351234374877041 -0.0010856750475603397 -0.0077826278253938065 -0.0072794274242517446 0.015054309488148459 -0.0028546315026652187 0.029734731575295902 0.0046301827714992586 2.9552081560356763e-05 -0.0095949069742884956 -0.014674761248875378 -0.010582275234151468 -0.0049657712190827015 0.014074468969540125 0.0025656679510262723 0.0031140977214352892 -0.00012891448403871709 -0.0098711455468187079 -0.002732688960335215 0.0055263407318080077 -0.016848073845050382 0.017500935681776391 -0.0025743999234059604 0.014825355466221872 -0.0053305941121277959 -0.0061561382998766801 -0.0028684678071686726 0.0055052007954707128 -0.01826456570024745 leaf_weight=1590.6162501871586 7.6968778371810904 50.659980267286301 42.207989513874054 138.39460453391075 310.34616801142693 27.244556546211243 205.33960083127022 6.88206523656845 328.10709953308105 1124.5356559753418 77.453519433736801 217.05829149484634 59.91125562787056 135.61649319529533 21.289019107818604 647.52074757218361 179.95541307330132 225.91403904557228 26.883737802505493 730.12590226531029 934.13197869062424 55.55291485786438 41.278628885746002 57.213083326816559 9.3701767027378065 9.8429408073425275 152.13170811533928 162.69747549295425 8.4055309295654279 32.433709233999252 leaf_count=5630 27 181 150 493 1108 96 730 24 1161 3988 276 778 214 483 75 2294 637 802 96 2592 3301 199 145 203 33 35 541 579 30 116 internal_value=7.53558e-07 0.00153352 -0.00359525 -0.00215746 -0.00610499 -0.000468818 -0.00863276 0.00190415 0.00249232 0.000528901 -0.000590627 -0.0124625 -0.000441953 -0.00341984 -0.000389727 7.52928e-05 -0.00121882 -0.00303643 0.00366969 -0.00157657 0.00381387 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1.3 1.5000000000000002 0.90000000000000013 1.1000000000000003 1.5450000000000006 1.4950000000000008 1.7000000000000004 2.5000000000000004 725.00000000000011 1.7000000000000004 725.00000000000011 1.2550000000000006 725.00000000000011 0.97000000000000031 1.9000000000000001 1.3 1.3 4.3000000000000016 0.90000000000000013 2.1000000000000005 1.5250000000000006 2.1000000000000005 1.5250000000000006 5.3000000000000016 5.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 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 6 11 8 7 12 23 20 -9 18 -2 14 29 22 21 -10 -1 -4 -7 -8 24 -6 -3 -11 -24 -13 -21 -5 right_child=2 15 19 13 5 9 16 10 17 25 -12 27 -14 -15 -16 -17 -18 -19 -20 28 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0021564993484284325 0.00073292293302076189 -0.0030592461374606087 -0.014620036818311179 0.033665985529863163 0.0050488061108811405 -0.0040492870730721425 -0.00013728082803286131 0.019472392657767418 0.0068966297057130397 -0.011437503867627642 0.010438839183587694 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93.922875225543976 leaf_count=634 634 114 419 627 499 1771 156 1868 3529 883 1076 379 125 36 70 785 890 66 4052 89 2531 293 1602 1275 951 438 96 495 343 291 internal_value=-7.05424e-07 -0.00383232 0.0110334 0.0137213 -0.00155601 0.00062979 0.0109586 0.0137942 0.00400312 -0.00260263 0.0161798 -0.0058935 0.00452379 0.0272356 0.028528 -0.0145414 0.00309217 0.00647715 -0.00452245 -0.00838099 -0.000803085 0.0105873 -0.0127142 -0.00102741 -0.0166552 -0.00847449 -0.0102489 -0.0132762 -0.00236405 0.0304715 internal_weight=8610.84 6391.41 2219.43 1949.52 5271.01 3504.82 1618.64 1189.77 1715.03 1789.79 946.263 1766.19 243.509 330.885 319.293 1120.4 428.868 1149.63 1489.56 269.904 1369.94 144.045 873.496 565.396 336.139 419.846 537.357 276.63 137.398 296.772 internal_count=27017 20100 6917 6066 16552 10992 5042 3703 5369 5623 2944 5560 759 1024 988 3548 1339 3595 4686 851 4302 449 2763 1774 1065 1321 1698 874 432 918 is_linear=0 shrinkage=0.03 Tree=6 num_leaves=31 num_cat=0 split_feature=4 5 5 4 3 0 4 7 7 0 4 3 6 4 5 0 5 8 5 5 3 5 0 8 7 6 3 2 5 2 split_gain=385.223 232.286 91.6851 74.5174 61.6679 39.3004 31.0711 27.5434 26.5189 23.5157 21.2744 20.5233 18.1215 17.4561 14.8959 12.9831 12.8714 12.5511 12.373 12.2478 12.1818 11.5627 11.4692 9.88181 9.39907 9.35883 8.88774 8.86487 8.48998 8.46836 threshold=1.7750000000000004 1.5650000000000006 1.6750000000000003 1.3750000000000007 2.1000000000000005 575.00000000000011 2.0750000000000006 1.3 1.7000000000000004 725.00000000000011 2.1450000000000009 2.5000000000000004 0.70000000000000007 1.5150000000000008 1.4450000000000007 725.00000000000011 1.9250000000000003 5.7000000000000002 0.99000000000000021 1.3150000000000006 0.3000000000000001 1.9850000000000003 725.00000000000011 4.9000000000000012 1.1000000000000003 1.7000000000000004 1.3 1.5000000000000002 1.3250000000000008 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 7 8 10 11 17 13 12 19 22 -5 16 -14 21 -3 18 -1 27 -9 -6 26 -10 29 -22 -4 -2 -7 -8 right_child=2 4 6 9 15 28 24 20 23 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0020427257771964747 0.0073207809898025496 -0.0085568851277537644 0.008568755036554505 0.012551672373457607 -0.012829942834955735 0.02696564860176319 0.0017593568895768147 0.015033844204964028 -0.0041078363328030301 0.019511459591952152 0.021126728369174372 -0.015710723624000156 0.0048779900438828171 -0.0032832606688768776 -0.0019720129382740756 0.0082857386971675537 -0.015673943107332295 0.0024265563900850392 -0.0077159156119440166 0.0062922675427215463 0.0017000299894991747 -0.01972398419636353 0.014920547219717034 0.0049154473224685752 0.015482497563540462 -0.0032828905681902584 -0.0042936854180495023 0.018045528683674105 0.018955339388400702 0.030103355041235087 leaf_weight=132.56888058781624 105.79325017333031 898.85507240891457 62.306830763816833 225.4216331243515 394.07862684130669 245.47208359837532 109.03893095254898 50.13501513004303 257.53262841701508 98.89080598950386 195.17945542931557 84.955788671970367 1453.3213614523411 422.7993435561657 355.62444108724594 19.182783961296082 306.74895825982094 159.55031469464302 991.47989004850388 378.90068024396896 995.78913602232933 492.70607280731201 44.948277771472931 189.68769246339798 151.34608209133148 514.50625735521317 215.82600849866867 201.44741877913475 231.28301468491554 10.390840619802473 leaf_count=358 285 2437 168 607 1070 658 294 135 697 266 524 231 3921 1144 961 52 834 431 2686 1021 2690 1342 121 512 407 1391 584 541 621 28 internal_value=-4.2793e-07 -0.00297982 0.0116411 0.000986928 -0.00960166 0.016141 0.00263842 -0.0021922 -0.00675124 0.0052253 0.0123875 -0.00259011 0.00453085 -0.00852831 0.00353133 -0.0161321 -0.0103677 -0.00544735 -0.00656499 0.00990154 0.000485459 -0.0166603 0.000860019 -0.000280627 0.0105174 2.51848e-06 -0.00141226 0.0143526 0.0230797 0.00422539 internal_weight=9995.77 7958.88 2036.89 4977.29 2981.59 1358.08 678.813 2844.03 2075.62 2133.26 881.321 408.037 2034.37 1628.4 1808.95 905.967 1205.6 1283.6 1124.05 686.141 1560.43 886.785 323.081 447.22 270.776 1510.3 278.133 307.241 476.755 119.43 internal_count=27017 21534 5483 13446 8088 3650 1833 7691 5624 5755 2371 1104 5489 4415 4882 2464 3271 3475 3044 1847 4216 2412 873 1209 729 4081 752 826 1279 322 is_linear=0 shrinkage=0.03 Tree=7 num_leaves=31 num_cat=0 split_feature=4 5 8 5 2 5 10 0 5 8 6 0 2 4 9 13 4 11 4 8 11 13 13 6 13 2 10 0 13 5 split_gain=43.7802 18.7548 17.6114 12.5924 8.46717 8.3302 8.29111 7.42018 7.6871 9.4303 7.37486 7.02991 6.89612 6.38181 5.88304 5.44807 5.41641 5.14659 4.639 4.61061 4.52078 4.14166 4.06462 4.08182 4.75952 4.06058 4.05558 4.02299 3.40365 3.36934 threshold=1.6350000000000005 2.265000000000001 6.9000000000000012 1.3050000000000006 1.5000000000000002 1.5050000000000006 0.83333333333333337 725.00000000000011 1.7350000000000003 4.9000000000000012 0.50000000000000011 200.00000000000003 3.1000000000000005 1.6400000000000006 4.3000000000000016 2.1000000000000005 1.7950000000000006 -0.33333333333333309 2.1950000000000007 2.5000000000000004 -0.66666666666666663 1.3000000000000003 3.1000000000000005 0.50000000000000011 1.7000000000000004 1.3 1.0000000180025095e-35 575.00000000000011 3.5000000000000004 1.2150000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 11 13 8 9 19 -11 29 15 -2 26 16 -5 -16 -6 -1 -3 -22 23 -7 -25 -24 -10 -17 -8 -4 right_child=2 20 5 12 18 22 28 -9 14 10 -12 -13 -14 -15 17 27 -18 -19 -20 -21 21 -23 25 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0013402235505318234 0.023107287615679151 -0.01513641671165125 -0.011128370574916424 -0.0076470306348704453 -0.0070877326874044452 -0.013507555935016692 0.020125610370462774 -0.0068033821493998078 0.00099951827351909195 -0.0091825694493113882 0.0011434860380283552 -0.014418326646900652 -0.010378617718493825 -0.0048315421868953554 0.0017355734992712515 0.0025170462290994631 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8390 33 541 30 123 508 116 179 579 20 88 internal_value=2.45002e-06 0.00148435 -0.00348865 -0.00207962 -0.00592985 -0.00844517 -0.000410008 0.00184466 0.00199503 0.00258773 0.000691347 -0.0122207 -0.000413969 -0.0033098 -0.000317427 9.09639e-05 -0.00296038 -0.00111709 -0.00851689 0.00370162 -0.00727735 -0.00482598 -0.00449245 -0.00277542 -0.00110483 -0.0131733 0.00611203 0.00145967 0.0147009 -0.00101603 internal_weight=7616.22 5346.67 2269.55 1767.18 533.642 502.371 170.294 5135.48 5047.72 4017.9 1486.74 256.944 1233.54 142.876 1029.82 1174.05 363.553 915.902 363.348 2531.16 211.191 160.979 245.426 204.899 177.3 40.5277 113.916 810.493 27.4181 42.1322 internal_count=27017 18918 8099 6295 1913 1804 606 18163 17850 14200 5269 928 4382 510 3650 4168 1295 3249 1307 8931 755 574 876 730 631 146 401 2873 96 150 is_linear=0 shrinkage=0.03 Tree=8 num_leaves=31 num_cat=0 split_feature=5 4 4 3 5 7 9 0 7 6 4 4 2 0 7 6 6 3 4 3 9 4 3 8 12 3 4 8 11 8 split_gain=378.489 164.212 119.927 74.6726 52.759 40.1358 38.1695 26.6132 24.8554 22.5302 20.9855 20.3402 19.1393 14.2625 14.1172 12.4762 12.0952 11.7833 11.0828 10.8806 9.21636 8.72836 8.30787 8.32176 8.12044 7.6422 7.57368 7.49111 7.43199 7.23947 threshold=1.7250000000000003 1.8050000000000004 1.9900000000000007 2.5000000000000004 1.2150000000000005 1.3 5.7000000000000002 200.00000000000003 1.5000000000000002 1.1000000000000003 1.4850000000000005 1.2450000000000008 1.7000000000000004 725.00000000000011 1.3 0.90000000000000013 0.70000000000000007 1.7000000000000004 0.97000000000000031 1.9000000000000001 4.3000000000000016 1.2650000000000008 3.9000000000000004 6.9000000000000012 2.1000000000000005 1.1000000000000003 1.5250000000000006 5.3000000000000016 -1.0000000180025095e-35 5.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 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 6 12 9 10 -8 -9 21 15 28 18 20 22 -2 -13 -11 -1 -4 24 -6 23 -5 -3 27 -14 -22 -7 -21 right_child=2 13 19 14 5 11 7 8 -10 17 -12 16 26 -15 -16 -17 -18 -19 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119.7962209880352 243.5789937376976 109.25079640746117 318.43830201029778 1013.8968020677567 263.18739077448845 1283.4622979164124 28.429382473230362 69.731480598449707 367.06686305999756 20.773511826992035 21.766079097986221 296.73035532236099 296.13175305724144 154.95449537038803 167.66878581047058 380.50070378184319 108.6783519089222 leaf_count=634 195 114 419 897 619 866 501 1688 554 2777 781 369 379 785 336 984 3193 818 4052 89 222 1155 63 67 951 942 495 534 1195 343 internal_value=-1.67058e-06 -0.00372424 0.0106269 0.0131973 -0.00151405 0.000613856 0.0100277 0.0140359 0.0164849 0.00388732 0.00438402 -0.00253379 -0.00575125 -0.0142112 0.0239896 0.00881613 -0.004974 0.00629222 -0.00440619 -0.00817573 -0.012408 -0.00101896 0.0270295 0.0258214 -0.0163259 -0.00996419 -0.0130252 -0.0139743 0.00166371 -0.00226288 internal_weight=8609.48 6376.25 2233.23 1964.65 5266.34 3505.76 1518.63 887.987 726.456 1718.53 630.646 1787.23 1760.58 1109.91 446.016 380.845 1130.19 1153.25 1485.83 268.579 866.332 565.286 336.765 315.992 332.8 533.532 274.751 237.4 657.037 137.108 internal_count=27017 20100 6917 6066 16552 10992 4703 2743 2242 5369 1960 5623 5560 3548 1363 1179 3562 3595 4686 851 2763 1774 1027 964 1065 1698 874 756 2061 432 is_linear=0 shrinkage=0.03 Tree=9 num_leaves=31 num_cat=0 split_feature=4 5 5 4 5 0 7 2 4 5 0 0 7 3 6 7 7 8 7 2 3 8 6 4 5 3 0 7 9 4 split_gain=360.894 219.057 85.9672 70.6919 58.3757 46.9884 27.8661 27.8603 26.6806 24.7883 23.2776 22.0553 21.5007 16.7409 16.2997 16.2846 14.3877 13.907 13.7383 13.0965 12.7603 12.1875 11.8167 11.8047 11.6803 11.4059 10.7986 10.7936 10.5301 9.80285 threshold=1.7750000000000004 1.5650000000000006 1.8600000000000005 1.4250000000000005 1.9250000000000003 725.00000000000011 1.3 2.7000000000000006 2.1050000000000009 1.3150000000000006 725.00000000000011 925.00000000000011 1.5000000000000002 1.3 0.70000000000000007 1.7000000000000004 1.5000000000000002 6.3000000000000016 0.90000000000000013 1.5000000000000002 2.7000000000000006 4.7000000000000002 1.7000000000000004 1.8850000000000005 0.62500000000000033 1.7000000000000004 575.00000000000011 1.1000000000000003 4.9000000000000012 1.2150000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 6 11 7 13 9 18 19 14 12 25 17 -5 20 -16 -1 -4 -2 29 -14 24 -11 -8 -3 -20 -10 -15 -6 right_child=2 4 8 10 15 -7 22 -9 27 23 -12 -13 21 28 16 -17 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0034428483422877451 0.008026781041770013 -0.00633139135293183 -0.015782406440136135 0.013224156921020323 -0.019481634777223519 0.024301575587655607 0.033730231596672294 0.022699221569532187 0.0006201385936484866 0.0010686926266976486 0.020399676609761185 0.030718129724798836 -0.0059033564122012664 -0.0059830405433879252 0.0012992973350542528 -0.0044099785746318544 0.0072096084463176523 0.010769394912877966 -0.0061501323149637166 0.019239333748443378 -0.022284897319291171 0.0025156870741689136 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-0.00171517 0.0117387 -0.00103011 0.00996792 0.00573727 -0.00623822 -0.00651636 -0.00479357 0.00493788 -0.0150426 0.0038934 -0.00243911 -0.00715776 0.0156207 -0.0163625 -0.00192618 0.000838591 0.00641944 0.00259706 -0.00871586 -0.00141571 0.00853776 -0.00921751 -0.0142751 internal_weight=9992.46 7952.92 2039.54 4977.55 2975.36 1629.97 3190.17 1291.9 409.57 1112.21 1787.38 1931.07 1916.64 1446.5 1694.97 1044.29 1505.24 944.065 249.671 428.929 928.97 620.891 1743.67 683.285 1157.06 1295.75 149.883 159.899 502.439 686.874 internal_count=27017 21534 5483 13446 8088 4376 8628 3471 1107 2989 4818 5239 5200 3918 4570 2849 4060 2556 677 1150 2536 1681 4710 1839 3124 3519 406 430 1362 1873 is_linear=0 shrinkage=0.03 Tree=10 num_leaves=31 num_cat=0 split_feature=4 5 8 5 2 5 10 5 8 7 2 0 2 4 9 12 13 4 11 0 11 4 11 10 7 12 13 13 6 13 split_gain=40.9455 18.0395 16.9543 11.9409 8.12124 8.00064 7.91531 7.08827 9.27952 7.50431 7.1702 6.81792 6.59443 6.08196 5.9349 5.45443 5.22061 5.25704 5.14963 5.08303 4.54719 4.48798 4.40419 4.27397 6.712 4.34778 3.98537 3.9462 3.94477 4.53447 threshold=1.6350000000000005 2.265000000000001 6.9000000000000012 1.3050000000000006 1.5000000000000002 1.5050000000000006 0.83333333333333337 1.7350000000000003 4.9000000000000012 0.90000000000000013 1.9000000000000001 200.00000000000003 3.1000000000000005 1.6400000000000006 4.3000000000000016 1.5000000000000002 2.1000000000000005 1.7950000000000006 -0.83333333333333315 725.00000000000011 0.33333333333333326 2.1950000000000007 -0.66666666666666663 1.0000000180025095e-35 0.50000000000000011 3.9000000000000008 1.3000000000000003 3.1000000000000005 0.50000000000000011 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 11 13 8 19 -10 -11 -4 16 -2 23 -16 17 -5 -17 20 -1 -6 -3 24 -9 -25 -24 28 -7 -30 right_child=2 22 5 12 21 27 -8 14 9 10 -12 -13 -14 -15 15 18 -18 -19 -20 -21 -22 -23 26 25 -26 -27 -28 -29 29 -31 leaf_value=0.0026170038464292254 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810.568753272295 225.50713911652565 729.2288846373558 26.625071793794632 939.81959629058838 54.128876060247421 9.4935996234416944 41.908712953329086 57.220203727483749 9.8900491297245008 151.15683707594872 40.214222520589828 34.756032049655914 142.3167684674263 leaf_count=5630 27 181 150 493 1108 99 96 24 1161 3988 276 778 214 483 75 637 2873 802 2592 96 3301 199 33 145 203 35 541 146 123 508 internal_value=4.96466e-06 0.00143511 -0.00337865 -0.00199668 -0.00575816 -0.00825886 -0.000352718 0.00178746 0.0023507 0.000502613 -0.000596022 -0.0119813 -0.000376274 -0.00320134 -0.000415104 -0.00121228 0.000116017 -0.00287556 -0.00156454 0.00345421 0.00359103 -0.00830528 -0.00717277 0.00598326 0.0008119 0.0123946 -0.00475556 -0.00438463 -0.00269484 -0.00105646 internal_weight=7615.33 5352.86 2262.48 1763.18 530.867 499.294 170.03 5142.36 4095.15 1531.05 1202.13 254.636 1232.31 142.442 1047.2 931.187 1173.27 362.706 909.773 2564.11 2537.48 360.836 210.499 116.017 64.2186 51.7988 160.65 244.658 204.444 177.073 internal_count=27017 18918 8099 6295 1913 1804 606 18163 14452 5425 4264 928 4382 510 3711 3304 4168 1295 3229 9027 8931 1307 755 407 227 180 574 876 730 631 is_linear=0 shrinkage=0.03 Tree=11 num_leaves=31 num_cat=0 split_feature=5 4 4 5 5 7 7 6 6 2 5 3 4 0 7 0 4 4 4 3 4 6 9 12 6 6 4 7 8 9 split_gain=354.212 155.766 111.827 70.153 50.1718 38.4924 35.451 28.924 26.8604 18.4578 17.9593 17.3805 17.265 15.3248 15.8727 13.8442 12.4893 11.9354 10.5818 10.515 10.1052 9.09548 9.01536 7.91084 7.88161 7.59942 7.37381 6.94157 6.91832 7.21119 threshold=1.7250000000000003 1.8050000000000004 1.9900000000000007 2.265000000000001 1.2150000000000005 1.7000000000000004 1.5000000000000002 1.1000000000000003 0.90000000000000013 1.7000000000000004 1.5350000000000008 2.5000000000000004 1.4950000000000008 725.00000000000011 1.7000000000000004 725.00000000000011 1.2550000000000006 1.2150000000000005 0.97000000000000031 1.9000000000000001 1.2650000000000008 1.3 4.3000000000000016 2.1000000000000005 1.7000000000000004 2.1000000000000005 1.5250000000000006 1.7000000000000004 5.3000000000000016 8.3000000000000025 decision_type=2 2 2 2 2 2 2 2 2 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 6 9 7 8 20 11 18 -9 -2 -10 14 -5 22 21 24 -1 -4 -6 -8 23 -3 -7 -24 -11 -20 -21 -30 right_child=2 15 19 13 5 17 16 10 12 26 -12 -13 -14 -15 -16 -17 -18 -19 27 28 -22 -23 25 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0020780914604705439 0.00033292866668721739 -0.0027211628859863841 -0.014069870489368657 0.028119699418239535 0.0023484366435304791 -0.0035547753825905127 -0.000429258188158246 0.0025235718914857434 0.018059861617455063 -0.0071885630078811404 0.0089707178572966482 0.021648301106944389 0.0097000557452632929 -0.0086729881257216097 0.0021776990366511864 -0.020255046767077702 -0.00089528515427592201 -0.0070464700412919516 -0.0037361197022146592 0.010975729556248946 -0.0046008507778316689 0.015342727807214764 -0.010571725836875163 -0.017631956405589278 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0.00464791 0.0039193 0.0150277 0.0251117 0.0263142 -0.0138889 0.00274717 -0.00466935 -0.00429381 -0.00797557 -0.00215693 0.00989919 -0.0121088 -0.0160053 0.000240242 -0.00968529 -0.0127836 -0.00530219 -0.00216541 -0.00562843 internal_weight=8607.22 6361.1 2246.11 1978.85 5261.62 3506.51 1639.37 2586.1 1207.89 1755.11 1760.12 246.017 961.873 339.481 327.812 1099.49 431.478 920.413 1482.19 267.265 825.978 145.597 859.23 329.483 300.263 529.748 272.917 1279.68 136.822 108.286 internal_count=27017 20100 6917 6066 16552 10992 5042 8090 3703 5560 5492 759 2944 1024 988 3548 1339 2902 4686 851 2598 449 2763 1065 942 1698 874 4052 432 343 is_linear=0 shrinkage=0.03 Tree=12 num_leaves=31 num_cat=0 split_feature=4 5 5 4 3 0 2 4 7 7 5 6 4 0 7 5 5 2 0 0 8 2 3 5 4 7 5 0 8 6 split_gain=338.014 206.03 80.399 66.8632 56.1836 44.1401 26.3933 25.0397 24.876 23.7519 23.2719 21.0826 16.2079 14.8211 13.2572 13.1215 12.6833 12.3241 12.2439 12.2383 11.6867 11.6212 11.5981 11.5916 11.1721 10.4821 10.4813 10.0104 9.0073 8.84513 threshold=1.7750000000000004 1.5650000000000006 1.8600000000000005 1.3750000000000007 2.1000000000000005 725.00000000000011 2.7000000000000006 2.1150000000000007 1.3 1.7000000000000004 1.3150000000000006 0.90000000000000013 1.5150000000000008 525.00000000000011 0.90000000000000013 0.97000000000000031 1.4450000000000007 1.5000000000000002 725.00000000000011 875.00000000000011 5.7000000000000002 0.90000000000000013 0.3000000000000001 0.99000000000000021 1.8850000000000005 1.1000000000000003 1.9850000000000003 575.00000000000011 4.9000000000000012 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 8 9 6 10 14 20 12 17 13 19 15 -4 -5 21 -2 26 -3 23 -13 -10 -1 -12 -9 -6 -16 -11 -24 right_child=2 4 7 11 18 -7 -8 25 22 28 24 16 -14 -15 27 -17 -18 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0020689882831681251 0.0077283375891187642 -0.010060155800804715 -0.01520121361272119 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159.55220887064934 1122.5150944888592 1338.3719350099564 989.17657598853111 443.37469846010208 78.353712230920792 488.24700435996056 40.042479962110519 189.84859549999237 171.99924051761627 leaf_count=358 372 3247 276 95 1070 905 482 205 135 697 648 582 1144 435 308 750 869 778 52 24 431 3024 3615 2686 1191 210 1342 108 512 466 internal_value=-2.59732e-06 -0.00279993 0.0108854 0.000930504 -0.00905502 0.0138666 0.0113423 -0.00100305 -0.00208383 -0.00633407 0.00961907 0.00494099 -0.00802118 0.0105049 -0.00678016 0.00670363 0.00334443 0.0150914 -0.0153149 -0.00979895 -0.00518148 0.00462991 0.00045941 -0.00626205 0.00618191 0.00852693 -0.0158313 -0.00122034 -0.000210847 -1.21799e-05 internal_weight=9988.19 7946.56 2041.63 4977.85 2968.71 1632.3 1293.61 409.326 2841.87 2069.27 1113.54 2135.98 1622.29 476.256 254.84 314.169 1659.73 429.589 899.442 1200.37 1281.28 1338.2 1560.59 1121.72 683.948 154.485 880.277 153.497 446.983 1510.37 internal_count=27017 21534 5483 13446 8088 4376 3471 1107 7691 5624 2989 5755 4415 1280 692 845 4475 1150 2464 3271 3475 3606 4216 3044 1839 415 2412 416 1209 4081 is_linear=0 shrinkage=0.03 Tree=13 num_leaves=31 num_cat=0 split_feature=4 5 8 5 2 5 10 5 8 7 2 0 2 4 9 12 13 4 11 0 8 4 11 10 7 3 13 2 13 6 split_gain=38.3524 17.1417 16.3096 11.3313 7.76089 7.70992 7.56684 6.80499 8.76376 7.13858 6.90513 6.60968 6.24626 5.79357 5.70626 5.23849 5.05151 5.12314 4.95509 4.81198 4.38907 4.35173 4.28505 4.06643 6.34751 4.26765 3.82331 3.9478 3.82311 3.81293 threshold=1.6350000000000005 2.265000000000001 6.9000000000000012 1.3050000000000006 1.5000000000000002 1.5050000000000006 0.83333333333333337 1.7350000000000003 4.9000000000000012 0.90000000000000013 1.9000000000000001 200.00000000000003 3.1000000000000005 1.6400000000000006 4.3000000000000016 1.5000000000000002 2.1000000000000005 1.7950000000000006 -0.83333333333333315 725.00000000000011 2.5000000000000004 2.1950000000000007 -0.66666666666666663 1.0000000180025095e-35 0.50000000000000011 1.5000000000000002 3.1000000000000005 1.3 1.3000000000000003 0.50000000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 11 13 8 19 -10 -11 -4 16 -2 23 -16 17 -5 -17 20 -1 -6 -3 24 -9 -25 29 -28 -24 -7 right_child=2 22 5 12 21 26 -8 14 9 10 -12 -13 -14 -15 15 18 -18 -19 -20 -21 -22 -23 28 25 -26 -27 27 -29 -30 -31 leaf_value=-0.0014281927762120562 0.021784742863277626 -0.014746580666022722 -0.00088382702867862892 -0.0073922588664103841 -0.0067135737854749208 -0.013080270889944802 0.014014672561568593 0.027544105295892185 0.0043964568697964597 7.5377744358874768e-06 -0.0092963874427219335 -0.01392022790525416 -0.0099069810558596698 -0.0045849455747626741 0.013410418913271138 0.0028888412187221034 0.001451661745424948 -3.0934889732784937e-05 -0.0026586241692167041 -0.0093790867004700275 0.0038020087010570531 -0.015993906995348212 0.013767112116583536 -0.003946874385960239 -0.0025364147723003143 0.016667427643206098 0.0054969997559125138 -0.017643751365013408 -0.0058066548345984187 -0.0010039668032156158 leaf_weight=153.69039079546928 7.9425882101058951 49.395847469568253 41.987294435501099 136.70584538578987 304.92384058237076 27.142520427703857 27.756981551647186 7.0976266562938681 329.8049193918705 1125.1221417486668 76.686239689588547 210.43347659707069 58.520434975624084 134.13523271679878 21.548609703779221 180.88611990213394 810.61259290575981 225.34706833958626 728.65387457609177 26.43831393122673 2389.8010642230511 53.446367114782333 9.5503888726234418 11.636986583471296 57.153129935264587 40.476861447095871 8.4068590998649579 31.481259405612946 150.55912762880325 176.82545438408852 leaf_count=541 27 181 150 493 1108 99 96 24 1161 3988 276 778 214 483 75 637 2873 802 2592 96 8390 199 33 40 203 140 30 116 541 631 internal_value=8.25315e-06 0.00138966 -0.00327338 -0.00191855 -0.00559426 -0.00807651 -0.000311894 0.00173193 0.00228307 0.000486774 -0.000586137 -0.0117518 -0.000341591 -0.0031108 -0.000426215 -0.001209 0.000135758 -0.00281046 -0.00155536 0.00335362 0.00348597 -0.00809762 -0.00702218 0.00583725 0.000786508 0.0120643 -0.00427216 -0.0127666 -0.0046391 -0.00261099 internal_weight=7614.17 5358.5 2255.67 1759.39 528.205 496.277 169.835 5149 4101.54 1531.61 1201.81 252.421 1231.19 142.078 1047.45 931.089 1172.67 362.053 909.54 2569.93 2543.49 358.37 209.505 116.365 64.2508 52.1138 243.856 39.8881 160.11 203.968 internal_count=27017 18918 8099 6295 1913 1804 606 18163 14452 5425 4264 928 4382 510 3711 3304 4168 1295 3229 9027 8931 1307 755 407 227 180 876 146 574 730 is_linear=0 shrinkage=0.03 Tree=14 num_leaves=31 num_cat=0 split_feature=5 4 4 3 4 5 9 0 7 7 6 5 4 5 7 2 6 2 7 3 6 10 0 0 6 8 8 3 6 8 split_gain=331.575 148.086 104.193 65.0513 43.6078 40.1517 34.9331 24.761 23.841 21.6236 21.4336 20.2561 18.9969 13.4589 12.3369 12.3005 11.3385 10.7472 10.4005 10.1517 8.4474 8.37807 8.3285 8.06083 7.69454 7.42468 7.41022 7.3873 6.99755 6.98385 threshold=1.7250000000000003 1.5450000000000006 1.9900000000000007 2.5000000000000004 1.9650000000000001 1.2150000000000005 5.7000000000000002 200.00000000000003 1.7000000000000004 1.5000000000000002 1.1000000000000003 1.4450000000000007 1.4850000000000005 1.5350000000000008 1.3 1.7000000000000004 0.90000000000000013 0.70000000000000007 0.3000000000000001 1.9000000000000001 1.7000000000000004 -1.4999999999999996 475.00000000000006 725.00000000000011 0.90000000000000013 6.9000000000000012 3.5000000000000004 2.1000000000000005 1.5000000000000002 4.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 6 11 17 12 -8 10 -9 27 15 16 -12 25 24 -2 26 22 -4 -10 -22 -13 -6 -3 -5 28 -7 -1 -16 right_child=2 4 19 14 23 8 7 9 20 -11 13 18 -14 -15 29 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00052437121709201313 -0.0036147603519192657 -0.012866423162348034 -0.013792053007596443 0.026142971257460366 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9.8855689764022809 233.42171946167946 7.9256549179553986 174.70119324326515 467.35807287693024 22.792053818702698 226.93868944048882 42.862661212682724 33.718927145004272 71.82198965549469 leaf_count=97 195 466 419 958 1540 1760 501 1688 1433 554 2928 21 781 1423 118 1368 984 3421 1830 432 31 733 25 579 1488 69 717 134 106 218 internal_value=-4.28843e-06 -0.00351728 0.00986842 0.0122227 -0.00964369 -8.925e-05 0.00926926 0.0130714 0.00203402 0.0154108 0.00369698 -0.00702286 0.00388658 0.00573513 0.0221729 -0.00955279 0.00806832 -0.00427174 -0.00259695 -0.0077707 -0.00274656 0.00176262 0.0223683 -0.0162206 -0.00683527 0.0249723 0.000839607 -0.00102954 0.00980992 0.0134747 internal_weight=8604.21 6346.09 2258.12 1992.22 2276.91 4069.18 1536.23 900.298 2699.01 737.279 2002.44 1628.12 635.934 1399.12 455.986 1035.95 385.314 1370.17 592.169 265.899 696.568 243.307 14.647 648.785 612.602 344.964 291.47 603.323 64.5315 111.021 internal_count=27017 20100 6917 6066 7317 12783 4703 2743 8442 2242 6245 5198 1960 4351 1363 3322 1179 4341 1876 851 2197 764 46 2119 1954 1027 920 1894 203 336 is_linear=0 shrinkage=0.03 Tree=15 num_leaves=31 num_cat=0 split_feature=4 5 5 4 5 0 0 7 0 0 4 7 4 6 7 7 3 3 3 3 7 2 4 9 5 7 7 8 4 6 split_gain=316.949 193.865 75.435 64.748 51.8589 33.3681 27.8596 23.3996 20.5764 20.1926 19.1525 18.9566 18.8045 15.5966 14.9247 13.7771 12.7563 11.6995 11.643 11.2612 10.8105 10.5339 10.5316 10.527 10.1603 9.60913 9.43321 9.42238 9.32875 8.85768 threshold=1.7750000000000004 1.5750000000000008 1.6750000000000003 1.3750000000000007 1.9250000000000003 575.00000000000011 725.00000000000011 1.3 725.00000000000011 925.00000000000011 1.9900000000000007 1.5000000000000002 2.1350000000000011 0.70000000000000007 1.7000000000000004 1.3 2.5000000000000004 2.7000000000000006 1.5000000000000002 0.3000000000000001 2.1000000000000005 3.5000000000000004 1.6400000000000006 8.5000000000000018 1.1850000000000007 1.1000000000000003 1.7000000000000004 4.1000000000000005 1.2150000000000005 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 7 9 12 10 18 13 11 16 22 20 -5 17 -15 26 28 -1 -9 24 23 -3 -12 -2 -8 -4 -13 -6 -21 right_child=2 4 6 8 14 -7 25 19 -10 -11 21 27 -14 15 -16 -17 -18 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0035606602191785939 0.014036874415538633 -0.009306442411467393 -0.0054919730414066722 0.01147374251431699 -0.018657883776944256 0.020977738948994542 0.0058523624165883132 0.014307123376013805 0.017900897667210484 0.03082584251312977 0.0054070685509228396 -0.0070037356805365504 0.019072585029269302 0.00023901398147743456 -0.0040983995477606961 0.0054731695566884522 -0.018247308568571086 -0.021264521686461178 -0.010341274324393719 0.00070024294282080787 0.018264132522854765 0.029025580677123616 -0.00081769728923704289 -0.018293795565398452 0.004937037949830133 0.022319714119515194 0.010966221685642177 0.00094236922170970027 -0.011144424579402354 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0.00033833 0.0087351 0.00518177 -0.00828468 0.00369342 0.00723004 0.0149173 -0.0027002 -0.00177818 -0.0135562 -0.000121167 internal_weight=9982.88 7939.84 2043.03 5050.84 2889 1364.1 678.935 2881.88 2168.97 1852.21 550.054 1838.84 885.001 2067 1036.79 1837.73 282.906 921.741 1302.86 1579.02 678.401 267.148 1242.33 251.452 585.866 128.881 222.519 596.504 682.366 1528.73 internal_count=27017 21534 5483 13644 7890 3650 1833 7803 5841 5041 1487 5005 2371 5568 2849 4953 769 2536 3537 4266 1819 718 3388 676 1571 346 603 1617 1873 4131 is_linear=0 shrinkage=0.03 Tree=16 num_leaves=31 num_cat=0 split_feature=4 5 8 5 5 2 10 5 8 7 2 0 2 4 9 12 13 4 11 11 8 13 4 11 10 7 12 13 2 13 split_gain=35.9246 16.4251 15.7022 10.7431 7.45057 7.39886 7.24768 6.47268 8.25051 6.82248 6.65269 6.40226 5.92336 5.5173 5.43391 5.01972 4.8291 4.99532 4.7752 4.68153 5.42424 4.31003 4.22825 4.17542 3.87823 6.01007 4.1397 3.7035 3.83298 3.68041 threshold=1.6350000000000005 2.265000000000001 6.9000000000000012 1.3050000000000006 1.5050000000000006 1.5000000000000002 0.83333333333333337 1.7350000000000003 4.9000000000000012 0.90000000000000013 1.9000000000000001 200.00000000000003 3.1000000000000005 1.6400000000000006 4.3000000000000016 1.5000000000000002 2.1000000000000005 1.7950000000000006 -0.83333333333333315 0.33333333333333326 3.1000000000000005 2.1000000000000005 2.1950000000000007 -0.66666666666666663 1.0000000180025095e-35 0.50000000000000011 3.9000000000000008 3.1000000000000005 1.3 1.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 11 6 13 8 19 -10 -11 -4 16 -2 24 -16 17 -5 -17 20 -1 -21 -7 -3 25 -9 -26 -6 -29 -25 right_child=2 23 4 12 27 22 -8 14 9 10 -12 -13 -14 -15 15 18 -18 -19 -20 21 -22 -23 -24 29 26 -27 -28 28 -30 -31 leaf_value=-0.0014056367399583052 0.02113670691934726 -0.014563462049806937 -0.0008375082376213635 -0.0072653588901739714 -0.0025251514477288629 -0.006525097054372834 0.013695494991080567 0.026579908913791861 0.0042907270550721459 5.3462203575674873e-06 -0.0091481985612379257 -0.013684804217729956 -0.0096643502719712341 -0.0044779266674387069 0.013076277241560975 0.0028284117039625162 0.0014407943318266935 1.4263690544798588e-05 -0.0026150747795169729 0.0090563759970068176 0.0030916317881701399 0.0039384360338458827 -0.015725800415064276 0.013450175737580734 0.015809900992265723 -0.0025155309010491361 -0.0056916375848189357 0.0053920459692378981 -0.017416276515725273 -0.0057052867383341217 leaf_weight=295.04449325799942 8.0222361087799055 49.010938495397568 41.936540901660919 136.1570363342762 203.48018833994865 303.12229943275452 27.915895879268646 7.1943556666374198 330.5741893351078 1125.1684833467007 76.305948853492737 208.3610956966877 58.021676152944565 133.72049009799957 21.680238455533981 181.13482078909874 810.80513456463814 225.08450981974602 727.78903096914291 183.32856929302216 1326.8002411425114 770.49975734949112 52.780700296163559 9.6048522889614087 42.489554286003113 57.119941920042038 9.9450818598270398 8.4262267351150495 31.128424525260925 150.10272422432899 leaf_count=1037 27 181 150 493 730 1108 96 24 1161 3988 276 778 214 483 75 637 2873 802 2592 639 4657 2694 199 33 145 203 35 30 116 541 internal_value=1.21351e-05 0.00134658 -0.00317053 -0.00184172 -0.00789939 -0.00543195 -0.000276466 0.00168063 0.0022174 0.000474108 -0.000575998 -0.0115323 -0.000307753 -0.00302821 -0.000424606 -0.00118998 0.000155441 -0.00272953 -0.00153027 0.00325434 0.00227349 0.00492212 -0.00788957 -0.00690385 0.0056762 0.000739157 0.0117318 -0.00415794 -0.0125575 -0.00455327 internal_weight=7612.76 5363.79 2248.96 1755.63 493.332 525.562 169.659 5155.07 4107.72 1532.05 1201.47 250.298 1230.07 141.743 1047.35 930.604 1172.05 361.242 908.924 2575.67 1621.84 953.828 355.903 208.719 116.749 64.3143 52.4346 243.035 39.5547 159.708 internal_count=27017 18918 8099 6295 1804 1913 606 18163 14452 5425 4264 928 4382 510 3711 3304 4168 1295 3229 9027 5694 3333 1307 755 407 227 180 876 146 574 is_linear=0 shrinkage=0.03 Tree=17 num_leaves=31 num_cat=0 split_feature=5 4 4 5 5 7 7 6 6 4 2 9 3 0 7 0 4 0 4 3 6 9 6 2 6 12 3 8 4 9 split_gain=310.858 140.561 97.2329 61.5164 45.5273 35.019 31.2178 24.7701 19.5705 18.5065 17.3902 15.9532 15.5159 13.9191 14.2698 12.879 11.4955 11.1028 9.90468 9.79803 9.7626 8.81903 8.45941 8.14046 7.8514 7.69322 7.41759 7.40821 7.02714 6.8315 threshold=1.7250000000000003 1.8050000000000004 1.9900000000000007 2.265000000000001 1.2150000000000005 1.3 1.5000000000000002 0.90000000000000013 1.1000000000000003 1.5450000000000006 1.7000000000000004 7.5000000000000009 2.5000000000000004 725.00000000000011 1.7000000000000004 725.00000000000011 1.2550000000000006 725.00000000000011 0.97000000000000031 1.9000000000000001 1.3 4.3000000000000016 1.3 0.90000000000000013 2.5000000000000004 2.1000000000000005 1.1000000000000003 5.3000000000000016 1.5250000000000006 5.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 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 6 10 8 7 12 23 20 18 -9 -2 14 -5 21 22 -10 -1 -4 -7 25 -8 -6 -11 -3 27 -23 -12 -20 right_child=2 15 19 13 5 9 16 11 17 24 28 -13 -14 -15 -16 -17 -18 -19 29 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0020895967436160502 -3.4842281433531559e-05 -0.0022985161618293247 -0.013520878195863794 0.026074572424356065 0.0047663385655196799 -0.0037353156839260607 -0.00067300115214633026 0.012463506952473368 0.0062445369343852829 -0.0088081357961260626 -0.0068886838924652489 0.023700795461606104 0.019918093264965856 -0.0088724188097618357 0.0016072283877563314 -0.019519441132269309 -0.0010408934821328087 -0.015811628856883187 -0.0060118560715882764 -0.0019691920542661704 0.0014206285354541697 -0.0048583282313366827 0.014483778370498841 -0.0032272072604147672 0.011465059765499693 -0.017077449010787574 -0.005955420526967542 -0.016619632416167294 -0.016646795594548968 -9.2178036087391383e-06 leaf_weight=202.46607872843742 205.9723120033741 35.621298670768738 128.32952407002449 312.01737776398659 160.01749861240387 559.82464683055878 50.47711843252182 844.47537344694138 1140.8976384103298 396.39906412363052 118.46986809372902 131.3923804461956 42.274734884500504 11.716930925846098 23.036826878786087 233.38446953892708 286.64301308989525 20.917307883501053 1069.5143873393536 136.23952919244766 806.90440294146538 68.361288011074066 96.497655868530273 404.51293101906776 17.97223088145256 287.99541935324669 290.58136877417564 163.42967376112938 151.16991567611694 203.03020590543747 leaf_count=634 634 114 419 918 499 1771 156 2549 3529 1264 379 395 125 36 70 785 890 66 3406 432 2531 222 293 1275 57 951 942 534 495 646 internal_value=-5.83948e-06 -0.00342022 0.00952141 0.0117776 -0.00139384 0.000576088 0.00937389 0.0118241 0.00362088 -0.0023751 -0.00535417 0.0139765 0.003363 0.0232683 0.0243923 -0.0132803 0.00245681 0.00584744 -0.00407357 -0.00757235 -0.000691293 -0.0115591 0.00927832 -0.000961418 -0.00792884 -0.0154507 -0.00914826 -0.0131509 -0.0123594 -0.00505416 internal_weight=8600.54 6331.47 2269.07 2004.5 5252.1 3507.45 1657.73 1224.11 1726.35 1781.1 1744.65 975.868 248.247 346.771 335.054 1079.37 433.618 1161.81 1475.01 264.569 1366.73 845.989 146.975 564.53 414.371 323.617 522.372 231.791 269.64 1272.54 internal_count=27017 20100 6917 6066 16552 10992 5042 3703 5369 5623 5560 2944 759 1024 988 3548 1339 3595 4686 851 4302 2763 449 1774 1321 1065 1698 756 874 4052 is_linear=0 shrinkage=0.03 Tree=18 num_leaves=31 num_cat=0 split_feature=4 5 5 4 3 0 2 7 7 7 5 0 3 0 6 8 7 4 4 0 2 3 6 4 9 5 4 8 0 6 split_gain=297.009 182.942 70.936 59.9192 51.5809 39.4819 24.3741 23.9238 22.8141 21.2884 20.6102 20.5184 15.3365 15.1547 14.1992 12.9777 12.7508 12.7245 12.6095 11.5593 11.3846 10.6045 10.5288 10.1727 10.1362 9.42563 9.28651 8.31174 8.27387 6.9943 threshold=1.7750000000000004 1.5650000000000006 1.8600000000000005 1.4250000000000005 2.1000000000000005 725.00000000000011 2.7000000000000006 1.3 1.1000000000000003 1.7000000000000004 1.3150000000000006 725.00000000000011 1.3 725.00000000000011 0.70000000000000007 6.3000000000000016 1.5000000000000002 1.5150000000000008 2.1250000000000004 725.00000000000011 1.5000000000000002 0.3000000000000001 1.7000000000000004 1.8850000000000005 4.9000000000000012 1.9850000000000003 2.0850000000000013 4.9000000000000012 575.00000000000011 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 7 9 6 10 12 26 13 20 14 15 17 -5 -1 -16 -3 28 25 -2 -9 -23 -12 -14 -6 -4 -11 -10 -29 right_child=2 4 8 11 19 -7 -8 21 18 27 23 -13 24 -15 16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.003166167777206132 0.0070217120437111478 -0.0095520178665322846 -0.01278373343883632 0.01223664428860906 -0.011607717813681331 0.022097699045337663 0.020829946223261887 0.013368882756111351 -0.0045299599561935333 -0.0036623527162837825 0.00074744480043927031 0.019005579780531592 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leaf_count=2376 372 3227 356 510 1070 905 482 156 236 697 648 248 876 98 2279 180 1781 1090 202 52 778 3021 1533 1191 486 1342 222 463 91 49 internal_value=-6.06296e-06 -0.00263347 0.0101915 0.000876707 -0.00854635 0.012986 0.0106009 -0.00159054 -0.000986003 -0.00593913 0.00894607 0.00526767 -0.00444818 -0.00754167 0.00451704 -0.00219429 0.0035421 -0.00798121 0.00639388 -0.0145718 0.0140903 0.000773643 0.000339176 0.00571343 -0.00869235 -0.0150773 -0.00779193 -0.000142602 0.000374259 0.00461493 internal_weight=9976.75 7932.84 2043.91 4977.78 2955.06 1635.11 1295.91 3187.02 408.798 2062.58 1115.45 1790.76 1442.93 1615.86 1697.98 942.438 1507.58 1579.7 196.129 892.48 430.454 1744.09 1685.94 684.994 500.487 873.334 212.669 446.726 120.603 189.961 internal_count=27017 21534 5483 13446 8088 4376 3471 8628 1107 5624 2989 4818 3918 4415 4570 2556 4060 4317 529 2464 1150 4710 4554 1839 1362 2412 578 1209 327 512 is_linear=0 shrinkage=0.03 Tree=19 num_leaves=31 num_cat=0 split_feature=4 5 8 5 5 2 10 5 8 7 2 0 2 7 9 12 13 4 11 0 8 4 11 10 7 3 13 6 13 8 split_gain=33.5451 15.5736 15.0779 10.2816 7.20012 7.161 6.93705 6.25092 7.80968 6.48488 6.41434 5.83698 5.65148 5.47834 5.21426 4.8083 4.64935 4.84044 4.59619 4.51857 4.12229 4.07521 4.06351 3.69269 5.69124 4.07219 3.6689 3.62262 4.62387 3.56312 threshold=1.6350000000000005 2.265000000000001 6.9000000000000012 1.3050000000000006 1.5150000000000008 1.5000000000000002 0.83333333333333337 1.7350000000000003 4.9000000000000012 0.90000000000000013 1.9000000000000001 200.00000000000003 3.1000000000000005 1.5000000000000002 4.3000000000000016 1.5000000000000002 2.1000000000000005 1.7950000000000006 -0.83333333333333315 725.00000000000011 2.5000000000000004 2.1950000000000007 -0.66666666666666663 1.0000000180025095e-35 0.50000000000000011 1.5000000000000002 3.1000000000000005 0.50000000000000011 1.7000000000000004 4.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 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 11 6 13 8 19 -10 -11 -4 16 -2 23 -16 17 -5 -17 20 -1 -7 -3 24 -9 -25 27 -6 -29 -24 right_child=2 22 4 12 26 21 -8 14 9 10 -12 -13 -14 -15 15 18 -18 -19 -20 -21 -22 -23 29 25 -26 -27 -28 28 -30 -31 leaf_value=-0.001471216257092313 0.0025166690335231032 -0.01434730067953773 -0.0012559561705174833 -0.0071257688358594713 -0.012626438472573614 -0.006376020359368996 0.013412815016841596 0.025669847964023978 0.004173364094713721 2.7717265801174228e-06 -0.0090055644945417762 -0.013287925134182524 -0.0094413345544631065 -0.0093386358315180017 0.012725368493676441 0.0027452107970169278 0.0014473432635008665 5.1330475755755184e-05 -0.002591556616372778 -0.0092129343091751324 0.0035942928767059902 -0.015460402615426493 -0.0076471502619078029 -0.0041930642940803363 -0.0024850490018439118 0.015863534151969502 -0.012533881880891933 0.0091459661198621395 -0.0031732419232357425 0.0018360181558121692 leaf_weight=153.85448077321053 76.51930233836174 48.557133316993713 43.839607357978821 135.55411297082901 26.531790286302567 301.69576552510262 28.056953608989716 7.2865940928459159 331.42971098423004 1125.2239702343941 75.939583986997604 210.64722296595573 57.563539743423462 64.77839320898056 21.818929612636566 181.47888332605362 810.65682157874107 224.86828249692917 727.31719106435776 26.285646289587021 2400.8800358772278 52.120673209428787 105.20397937297821 11.711190223693846 57.072620511054993 41.031446427106857 37.575099736452103 34.255592942237854 137.43489256501198 53.942525207996368 leaf_count=541 276 181 157 493 98 1108 96 24 1161 3988 276 794 214 234 75 637 2873 802 2592 96 8390 199 380 40 203 140 140 121 494 194 internal_value=1.65908e-05 0.00130363 -0.0030654 -0.0017639 -0.00771573 -0.00528598 -0.000212839 0.00162775 0.00215464 0.000458319 -0.00056675 -0.0112152 -0.000264164 -0.00291843 -0.000440975 -0.00119172 0.000186934 -0.00264796 -0.00152585 0.00316191 0.00328923 -0.00771424 -0.00675065 0.00552524 0.00070258 0.0114101 -0.00393888 -0.00230961 -0.00071532 -0.00443284 internal_weight=7611.13 5369.03 2242.1 1751.81 490.284 523.171 169.355 5161.33 4113.61 1532.59 1201.16 254.487 1228.64 141.298 1047.72 930.615 1171.08 360.422 908.796 2581.02 2554.73 353.816 207.704 117.102 64.3592 52.7426 235.797 198.222 171.69 159.147 internal_count=27017 18918 8099 6295 1804 1913 606 18163 14452 5425 4264 951 4382 510 3711 3304 4168 1295 3229 9027 8931 1307 755 407 227 180 853 713 615 574 is_linear=0 shrinkage=0.03 Tree=20 num_leaves=31 num_cat=0 split_feature=5 4 4 5 4 5 7 0 7 6 5 4 5 3 7 3 2 6 2 0 7 3 6 10 0 0 6 8 3 6 split_gain=291.007 133.372 90.6529 57.3253 40.4085 36.2966 25.0933 28.5797 21.6781 19.5419 18.8506 18.3292 17.5891 12.3485 12.1201 11.9773 11.603 10.6348 10.135 10.0895 9.79878 9.49641 7.87427 7.92484 7.68921 7.6513 7.28867 7.00241 6.96407 6.67949 threshold=1.7250000000000003 1.5450000000000006 1.9900000000000007 1.9850000000000003 1.9650000000000001 1.2150000000000005 1.7000000000000004 725.00000000000011 1.7000000000000004 1.1000000000000003 1.4450000000000007 1.3550000000000006 2.2750000000000008 2.3000000000000003 1.3 2.5000000000000004 1.7000000000000004 1.3 0.70000000000000007 725.00000000000011 0.3000000000000001 1.9000000000000001 1.7000000000000004 -1.4999999999999996 475.00000000000006 725.00000000000011 0.90000000000000013 3.5000000000000004 2.1000000000000005 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 10 18 7 12 9 28 16 14 -5 -11 -2 19 26 -16 27 -13 24 -4 -10 -24 -12 -6 -3 -1 -7 -20 right_child=2 4 21 6 25 8 -8 -9 22 13 20 15 -14 -15 17 -17 -18 -19 29 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.009591103361156237 0.015089371849247307 -0.012392149748898679 -0.01326336246853309 0.016040408069393747 -0.013609498024143971 -0.0019020941115588334 0.0016859017315668031 -0.010791397653232646 -0.004982315321593443 0.0049269414838873545 0.045009475924828915 0.0026355118002191575 0.025174600595309741 0.020610418938176001 -0.0029872785542278163 0.014916276151422221 -0.012977103771707023 0.010781910056822032 -0.0063902000344841711 -0.01553719688556239 -0.0030091576009720258 -0.0018615343794502811 0.027859829258999394 0.0005909479669562453 0.0015972514792587848 -0.021053046259392808 -0.0046514718822109309 -0.0015962171514689386 0.010611946568706976 0.00035042264446688039 leaf_weight=64.757905334234238 279.71505850553513 143.28397592902184 127.32599568367004 497.59681916236877 465.61452981829643 559.88399082422256 88.722696632146835 28.99858883023262 451.39643302559853 1359.0719892680645 6.851396292448042 500.94843837618828 306.66579568386078 46.736552745103836 80.737432360649109 69.110960960388184 416.9109258055687 134.72806569933891 918.35842883586884 29.092954456806183 574.6366939842701 135.92926037311554 10.002601981163023 233.53101491928101 7.9128347635269165 169.53907999396324 464.04077285528183 226.39350536465645 43.104411244392395 154.57784870266914 leaf_count=203 838 466 419 1485 1540 1760 272 89 1433 4208 21 1537 892 143 248 206 1368 408 2930 91 1830 432 31 733 25 579 1488 717 134 491 internal_value=-7.65293e-06 -0.00332358 0.00918065 0.0113423 -0.00918655 -8.23848e-05 0.0168533 0.0184683 0.00193047 0.00351046 -0.00666353 0.00669931 0.0195233 0.00544834 0.0109701 0.00316966 -0.00912326 0.00562243 -0.00407203 0.00163805 -0.00238913 -0.00737614 -0.0026367 0.00171096 0.0217429 -0.0155964 -0.0064777 0.000892067 -0.00100753 -0.00541908 internal_weight=8596.18 6316.6 2279.57 2016.32 2248.79 4067.81 921.984 833.261 2703.73 2008.8 1613.64 1094.33 804.263 1405.81 495.181 599.152 1024.24 215.465 1364.09 530.041 589.401 263.255 694.93 243.534 14.7642 635.154 607.325 291.151 602.988 1072.94 internal_count=27017 20100 6917 6066 7317 12783 2738 2466 8442 6245 5198 3328 2377 4351 1494 1834 3322 656 4341 1628 1876 851 2197 764 46 2119 1954 920 1894 3421 is_linear=0 shrinkage=0.03 Tree=21 num_leaves=31 num_cat=0 split_feature=4 5 5 3 4 0 0 7 4 0 4 7 0 6 7 3 5 6 7 3 7 0 2 9 0 7 9 3 6 2 split_gain=278.581 166.068 76.8163 54.5091 50.0902 31.8727 28.1578 23.8769 17.8556 17.7657 17.5213 17.4819 15.5057 14.0768 14.0135 12.0853 11.6413 11.2954 12.3639 11.0975 10.2804 10.2145 10.0404 10.4266 9.78295 9.48749 9.06626 8.87765 8.58993 8.12388 threshold=1.7550000000000003 1.5250000000000006 1.6600000000000006 2.1000000000000005 1.3750000000000007 575.00000000000011 725.00000000000011 1.7000000000000004 2.1450000000000009 875.00000000000011 1.9900000000000007 1.3 725.00000000000011 0.90000000000000013 1.7000000000000004 2.5000000000000004 1.2050000000000007 0.70000000000000007 1.3 0.3000000000000001 2.1000000000000005 725.00000000000011 3.5000000000000004 8.5000000000000018 200.00000000000003 1.1000000000000003 6.3000000000000016 1.5000000000000002 2.1000000000000005 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 7 11 8 10 9 16 13 15 21 17 -3 24 26 29 -6 -19 -13 -18 27 23 -12 -5 -8 -4 -1 -21 -2 right_child=2 3 6 14 12 -7 25 -9 -10 -11 22 19 -14 -15 -16 -17 20 18 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0032701725479448948 0.0062497226900667582 -0.0018235159780124457 0.0015394835259313407 -0.0068328850126531592 0.010771103007667822 0.019751962143544986 0.0052082911834754712 0.00028534783330648266 0.018449668983374211 0.020236953334011442 0.0047805816106078237 0.014450127529479332 0.016958017144864751 -0.008706371305301731 -0.0036359569340034445 -0.01720675811598095 0.0041799235026004156 0.00028062408760760654 0.0055161013538037526 0.0010569369822100783 0.01702869735137387 0.029931802729557866 0.027784277580995106 -0.01858035877937941 -0.016774395063845954 0.021268537045330476 -0.0098677039171619508 -0.0096669146892105484 -0.0052126705597349337 0.018262105044860876 leaf_weight=943.43197360634804 78.762013763189316 328.90324145555496 161.7466294169426 102.15120711922646 201.69786089658737 492.72934511303902 59.844803005456924 507.4236718416214 193.02055463194847 21.154814541339874 238.07758840918541 49.650233834981918 87.980946063995361 1430.8257391750813 100.8719188272953 66.32324492931366 456.57292631268501 715.47142317891121 938.43660178780556 1191.8953614830971 63.885893493890762 7.7623299062252036 15.731002956628798 18.533680856227875 696.50028967857361 74.088756829500198 102.40898841619492 246.22627598047256 235.54339715838432 142.0615211725235 leaf_count=2563 211 896 438 282 540 1315 161 1373 515 57 639 133 235 3918 276 184 1224 1930 2523 3218 171 21 42 50 1935 198 279 672 639 379 internal_value=-8.24253e-06 -0.00264853 0.00951666 -0.00791519 0.000987006 0.0135781 0.00164989 -0.00545563 0.0103222 -0.0070914 -0.00111456 -0.00167645 0.00465211 -0.00741993 -0.0141721 -0.00575753 0.00820594 0.00406864 0.00325126 0.00050735 0.0057571 -0.00437031 0.00451954 0.00309334 -0.0155028 0.0140924 -0.0028829 -0.00459412 2.23815e-05 0.0139776 internal_weight=9969.71 7805.93 2163.79 3187.83 4618.1 1427.03 736.755 2288.31 934.303 1780.88 602.821 2674.51 1943.59 1759.73 899.523 330.479 741.282 1855.61 1653.91 1477.09 520.459 1197.42 272.342 256.611 798.651 133.934 264.156 1189.66 1427.44 220.824 internal_count=27017 21211 5806 8737 12474 3815 1991 6244 2500 4871 1632 7246 5228 4814 2493 901 1985 4993 4453 3990 1395 3256 731 689 2217 359 717 3235 3857 590 is_linear=0 shrinkage=0.03 Tree=22 num_leaves=31 num_cat=0 split_feature=4 5 8 5 5 2 10 5 8 7 2 0 2 7 9 12 13 4 11 8 11 7 11 4 13 13 10 7 12 6 split_gain=31.3711 14.7262 14.5007 9.76336 6.95994 6.8226 6.64 5.96753 7.36929 6.15914 6.18119 5.64821 5.35652 5.26702 4.98832 4.60586 4.46947 4.70705 4.44064 5.11725 4.41584 4.06255 3.95987 3.95408 3.55105 3.54165 3.51199 5.4143 3.96227 3.49695 threshold=1.6350000000000005 2.265000000000001 6.9000000000000012 1.3050000000000006 1.5150000000000008 1.5000000000000002 0.83333333333333337 1.7350000000000003 4.9000000000000012 0.90000000000000013 1.9000000000000001 200.00000000000003 3.1000000000000005 1.5000000000000002 4.3000000000000016 1.5000000000000002 2.1000000000000005 1.7950000000000006 0.33333333333333326 3.1000000000000005 -0.83333333333333315 1.5000000000000002 -0.66666666666666663 2.1950000000000007 3.1000000000000005 1.3000000000000003 1.0000000180025095e-35 0.50000000000000011 3.9000000000000008 0.50000000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 11 6 13 8 18 -10 -11 -4 16 -2 26 -16 17 -5 19 -1 -17 -20 -3 -7 29 -24 27 -9 -28 -6 right_child=2 22 4 12 24 23 -8 14 9 10 -12 -13 -14 -15 15 20 -18 -19 21 -21 -22 -23 25 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.0014571048834288356 0.0024760919653015376 -0.014129105255316283 -0.0012041058419470234 -0.007001703897911481 -0.012410329285067629 -0.0061965233894880458 0.013103179776385037 0.024874919371616639 0.0040589376383378091 1.5926740022066381e-06 -0.0088617178559771536 -0.013056719232385975 -0.0092033097689241446 -0.0091643138713287872 0.012400776803407905 0.0026747532105182007 0.0014433909556391762 8.5774198271836119e-05 0.0063008925473389049 0.0029071229728374814 -0.0025534408885354728 0.0023228800701376373 0.013335763921590861 -0.015197035098831992 -0.012322131816716941 -0.0054417184320939838 0.015051835197681515 -0.0024531704596976022 -0.0059064783794087559 -0.00066260364958569697 leaf_weight=295.42051190137863 76.592246919870377 48.097978591918945 43.779456108808517 135.01792633533478 26.30349799990654 299.98178139328957 28.212154656648636 7.3678414225578299 332.26274189352989 1125.2362323403358 75.570520520210266 208.58546632528305 57.075919926166534 64.398903906345367 21.947963684797287 181.77082496881485 810.71213671565056 224.66555306315422 570.15608495473862 1332.3318991661072 726.56535920500755 388.48063907027245 9.6243517100810987 51.465807169675827 37.255044460296631 148.91869387030602 43.039299428462982 57.023338913917542 10.005875408649443 171.44387847185135 leaf_count=1037 276 181 157 493 98 1108 96 24 1161 3988 276 794 214 234 75 637 2873 802 1979 4657 2592 1354 33 199 140 541 145 203 35 615 internal_value=2.15221e-05 0.00126391 -0.00296502 -0.00168925 -0.00754103 -0.0051317 -0.000182345 0.00157797 0.00209212 0.000444038 -0.000556203 -0.0110006 -0.000229087 -0.00284076 -0.000443601 -0.00117908 0.000208553 -0.00257472 0.00306902 0.00211506 -0.00150721 0.00468883 -0.00658924 -0.00751455 -0.0038259 -0.00430183 0.00538255 0.000673796 0.0110985 -0.00222524 internal_weight=7609.31 5373.82 2235.49 1748.12 487.367 520.651 169.203 5167.18 4119.46 1533.07 1200.81 252.365 1227.47 140.991 1047.72 930.284 1170.4 359.683 2586.39 1627.75 908.336 958.637 206.641 351.448 235.002 158.543 117.436 64.3912 53.0452 197.747 internal_count=27017 18918 8099 6295 1804 1913 606 18163 14452 5425 4264 951 4382 510 3711 3304 4168 1295 9027 5694 3229 3333 755 1307 853 574 407 227 180 713 is_linear=0 shrinkage=0.03 Tree=23 num_leaves=31 num_cat=0 split_feature=5 4 4 3 5 7 9 6 0 0 4 2 3 0 4 7 6 2 3 4 9 9 6 8 3 8 4 0 9 6 split_gain=272.901 126.804 84.6218 53.8983 41.4952 32.1296 31.042 24.077 22.886 18.1771 16.7879 16.4211 15.5501 12.1374 10.9057 10.4948 10.2654 9.25221 9.17401 8.7488 8.25946 7.86294 8.23031 7.67926 6.74358 6.82184 6.71065 6.61717 8.29519 6.5854 threshold=1.7250000000000003 1.8050000000000004 1.9900000000000007 2.5000000000000004 1.2150000000000005 1.7000000000000004 5.7000000000000002 1.1000000000000003 200.00000000000003 725.00000000000011 1.4850000000000005 1.7000000000000004 1.7000000000000004 575.00000000000011 1.1150000000000007 1.3 0.90000000000000013 0.70000000000000007 1.9000000000000001 1.2650000000000008 5.1000000000000005 4.3000000000000016 2.1000000000000005 4.5000000000000009 3.9000000000000004 6.9000000000000012 1.5250000000000006 725.00000000000011 7.5000000000000009 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 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 6 11 7 10 19 29 -10 16 17 -9 21 -7 24 -2 23 -4 -6 -19 -3 -23 -1 25 -5 -13 28 -20 -8 right_child=2 13 18 15 5 14 8 12 9 -11 -12 26 -14 -15 -16 -17 -18 20 27 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0053946695956811723 -0.0039898880571792089 -0.014349354646358699 -0.013002389572326058 0.022493593914513787 0.0021985001509743675 0.0019644691533332427 -0.0084364751241106598 0.0027690917833960117 0.014989186256223742 -0.0086007573129891178 -0.0028360239595957063 -0.0066108249288282118 0.0096362456194946464 -0.017049777971659009 -0.0060052926638017364 0.011915169248791293 0.0092257696119992533 -0.0063224472620916714 -0.002632702721883312 -0.0042707492375187138 0.0001033906106987577 -0.008821416848376824 0.0089537991921317273 -0.0041181427027231956 0.038431228400464881 0.0054215281318880293 -0.016197144215754949 -0.013585526133372289 0.017738990762349732 0.0052346005587648927 leaf_weight=157.21173244714737 63.072869449853897 267.26592466235161 126.294203966856 310.08563029766083 291.24112102389336 197.10081589221954 42.801217526197433 1395.59340056777 720.12734842300415 30.64879184961319 251.98588287830353 117.67918857932091 376.92285549640656 373.4166347682476 715.40313532948494 113.34831237792969 327.91849344968796 939.89187172055244 80.000857532024384 531.46709072589874 222.67710915207863 394.01504430174828 24.927008390426636 148.52983599901199 22.144093662500381 22.600889623165131 148.84971523284912 32.438443779945374 23.207928985357285 122.39463827013969 leaf_count=495 195 894 419 897 907 620 131 4334 2147 95 781 379 1158 1276 2282 336 984 3008 255 1691 711 1298 80 472 63 67 495 104 73 370 internal_value=-9.49715e-06 -0.0032319 0.0088623 0.0109358 -0.00131876 0.000558245 0.008255 0.00226076 0.0118018 0.0140262 0.0032023 -0.00511393 0.00422938 -0.0126973 -0.00428382 0.0198622 0.00709388 -0.0038704 -0.00718387 -0.00198062 -0.00509165 -0.0103288 -0.00776379 0.000773327 0.0224008 0.0213338 -0.0119645 -0.00176654 0.00194816 0.00169251 internal_weight=8591.26 6302.19 2289.07 2027.13 5242.57 3507.73 1558.95 2595.22 915.972 750.776 642.977 1734.84 1772.52 1059.62 912.504 468.179 390.991 1468.31 261.941 822.708 1162.57 686.208 418.942 305.742 354.831 332.687 266.529 135.647 103.209 165.196 internal_count=27017 20100 6917 6066 16552 10992 4703 8090 2743 2242 1960 5560 5492 3548 2902 1363 1179 4686 851 2598 3719 2272 1378 967 1027 964 874 432 328 501 is_linear=0 shrinkage=0.03 Tree=24 num_leaves=31 num_cat=0 split_feature=4 5 5 4 2 5 7 0 3 6 7 8 2 5 4 7 7 5 6 5 8 5 7 5 7 3 0 5 11 3 split_gain=263.216 115.562 111.856 54.8078 44.5088 35.9818 25.9857 22.386 20.8514 20.4923 18.7348 17.864 18.9089 16.5952 16.096 14.5498 12.8754 12.6039 10.5303 10.4654 9.58668 9.42604 8.43019 8.3953 8.21681 8.12357 8.70766 8.05474 11.7472 7.87182 threshold=1.5550000000000008 1.5750000000000008 1.5450000000000002 1.9400000000000006 1.7000000000000004 2.0250000000000008 1.3 725.00000000000011 2.7000000000000006 0.90000000000000013 1.5000000000000002 5.7000000000000002 1.3 1.8900000000000006 2.1750000000000012 1.1000000000000003 1.5000000000000002 1.2050000000000007 1.5000000000000002 1.0350000000000008 5.9000000000000012 0.95000000000000018 0.70000000000000007 0.62500000000000033 1.5000000000000002 2.5000000000000004 725.00000000000011 1.0950000000000004 -0.83333333333333315 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 4 7 9 10 11 8 22 -2 25 12 21 -5 17 -15 20 -6 23 -14 -11 -1 -4 -8 -19 26 -3 28 -20 -13 right_child=2 5 3 13 14 -7 18 -9 -10 16 -12 29 19 15 -16 -17 -18 24 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0024311710350385803 0.013810953291449062 -0.0086357028677347143 -0.0097919186253834604 0.012483543865801267 0.017755735117302385 -0.015691558830171197 0.029653624937008818 0.01159595773742143 -0.01823835672225408 -0.003308617204402457 -0.0022652948075536591 0.0068107566027222517 0.01143749927352467 -0.005022640910414022 0.021801701320439869 0.0097182750835100064 0.0082783002967027949 0.0070263667676406412 -0.011477218739602835 -0.0014496347762310295 0.0059673947698020927 -0.007717677422186142 -0.0021053658468571778 0.0030846302569403055 0.014724669089803136 -0.017034809731645947 0.015783661166259313 -0.0024451029070037601 0.0064088142858273354 -0.003822637066333884 leaf_weight=89.939532071352005 249.32184943556786 1021.071988940239 157.28093793988228 315.10445609688759 324.70573914051056 574.16503793001175 10.798467636108397 79.193605482578278 96.312515437602997 252.04650121927261 520.79123023152351 198.6943853199482 66.011411607265472 125.93063867092133 249.84464278817177 115.56596463918686 334.21886774897575 301.97886976599693 38.906935214996338 402.62429839372635 166.52339601516724 977.87861058115959 699.69743201136589 1217.8513333797455 212.65661624073982 106.18209865689278 13.313786655664442 732.45692309737206 219.47470504045486 91.51737642288208 leaf_count=243 667 2808 430 843 867 1602 29 213 270 678 1417 536 178 341 667 310 896 809 105 1093 447 2663 1902 3281 569 296 36 1981 592 248 internal_value=-1.05387e-05 -0.00374314 0.00636027 0.000360434 0.0109193 -0.00921735 -0.000718607 -0.00373028 -0.00500349 0.00635651 -0.00697987 -0.00336872 -0.00465809 0.00794863 0.0151173 0.00203149 0.00388761 0.0131276 0.00146247 0.00036563 0.000381741 -0.00686287 -0.00351608 0.00331814 0.0102074 -0.00913258 -0.0083214 -0.000838586 0.00371555 0.00345755 internal_weight=9962.06 6281.68 3680.38 1589.09 2091.3 2235.52 4046.15 1032.48 953.291 1002.11 1661.36 1826.67 1536.45 556.601 1089.19 241.497 752.789 839.341 2219.49 468.636 418.57 1067.82 856.978 1228.65 514.635 1140.57 1034.39 990.839 258.382 290.212 internal_count=27017 17108 9909 4309 5600 6159 10949 2815 2602 2688 4557 4961 4177 1494 2912 651 2021 2245 5988 1271 1125 2906 2332 3310 1378 3140 2844 2678 697 784 is_linear=0 shrinkage=0.03 Tree=25 num_leaves=31 num_cat=0 split_feature=4 5 8 5 5 2 0 5 8 6 0 11 13 4 2 13 4 11 12 3 4 9 6 2 6 9 7 4 6 9 split_gain=29.3458 14.0206 13.9227 9.26834 6.67916 6.53747 5.61737 5.80377 6.73811 6.86558 5.46635 4.88618 6.10123 4.88085 4.79505 4.18802 4.24247 3.89259 3.8591 3.9286 3.76533 3.54712 4.80593 5.18419 4.47113 3.83838 3.46109 3.45506 3.45424 3.41315 threshold=1.6350000000000005 2.265000000000001 6.9000000000000012 1.3150000000000006 1.5150000000000008 1.9000000000000001 725.00000000000011 1.7350000000000003 4.9000000000000012 0.50000000000000011 200.00000000000003 -0.33333333333333309 1.7000000000000004 1.7200000000000006 3.1000000000000005 2.1000000000000005 1.7950000000000006 0.33333333333333326 3.5000000000000004 2.1000000000000005 1.6000000000000008 4.3000000000000016 1.3 1.9000000000000001 0.90000000000000013 4.1000000000000005 1.3 2.1950000000000007 0.3000000000000001 5.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 5 10 13 7 8 17 -10 -4 12 -9 26 15 16 -5 -1 -3 -20 -13 24 23 -23 -6 -26 -2 28 -7 -16 right_child=2 18 4 14 21 27 -8 11 9 -11 -12 20 -14 -15 29 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0022049967592743568 0.010650738608372748 -0.011216571423274271 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5.6686228215694419 112.28574332594872 23.904183000326157 60.795081555843353 67.64351412653923 73.881410717964172 16.083386987447742 6.0172549486160269 65.341224133968353 46.856221705675125 177.06879043579102 24.124370336532593 leaf_count=5630 132 323 157 488 36 25 313 181 231 5038 794 2186 1198 739 120 2829 795 3301 21 411 85 219 247 270 59 22 235 183 658 91 internal_value=2.6769e-05 0.00122631 -0.00286753 -0.00161811 -0.0073668 -0.00490815 0.00153179 0.0016602 0.00217092 0.000567109 -0.010776 -0.000350454 0.0022874 -0.00201796 -0.000164815 0.000250591 -0.00245685 0.00310307 -0.00645394 -0.00290939 -0.00196847 -0.00372714 -0.00519484 -0.00191798 0.00555605 0.0130578 0.00331795 -0.00871677 -0.00686254 -0.00875013 internal_weight=7607.32 5378.3 2229.03 1744.57 484.455 534.513 5172.56 5086.73 4056.4 1491.03 250.148 1030.33 391.718 303.898 1210.06 1154.21 355.725 2565.37 205.741 117.954 638.617 234.307 202.32 134.676 31.9873 22.1006 102.332 230.615 183.759 55.8472 internal_count=27017 18918 8099 6295 1804 1972 18163 17850 14200 5269 951 3650 1379 1106 4323 4112 1283 8931 755 432 2271 853 736 489 117 81 367 866 683 211 is_linear=0 shrinkage=0.03 Tree=26 num_leaves=31 num_cat=0 split_feature=5 4 4 5 4 5 7 0 7 5 4 6 0 2 5 7 3 6 7 0 2 3 9 6 0 0 6 10 7 13 split_gain=255.926 120.645 79.0544 51.0265 38.2193 31.5041 22.7042 25.66 18.6417 17.5829 16.6349 16.3521 15.9176 12.5482 11.5035 11.1128 10.5446 9.97061 9.24428 9.11565 9.01581 8.9001 8.24596 7.55007 7.33196 7.14143 7.0229 7.5309 6.95807 6.71017 threshold=1.7250000000000003 1.5350000000000008 1.9900000000000007 1.9850000000000003 1.9650000000000001 1.2150000000000005 1.7000000000000004 725.00000000000011 1.7000000000000004 1.4450000000000007 1.3550000000000006 1.1000000000000003 200.00000000000003 1.7000000000000004 1.5350000000000008 1.3 2.5000000000000004 1.3 0.3000000000000001 725.00000000000011 0.70000000000000007 1.7000000000000004 8.3000000000000025 0.90000000000000013 725.00000000000011 475.00000000000006 1.7000000000000004 -1.4999999999999996 1.7000000000000004 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 10 9 20 7 12 11 13 15 29 -5 23 -13 -2 19 -17 25 -12 -1 -4 -23 -3 -6 -11 -10 -28 -20 -7 right_child=2 4 21 6 24 8 -8 -9 26 18 16 14 -14 -15 -16 17 -18 -19 28 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00090739219549829662 0.014134519135320968 -0.011946785980437193 -0.014226984299529642 0.0056195314846801186 -0.013046605269400512 0.024019135951186349 0.00131588721746911 -0.010582161763551966 -0.0046334737709735688 0.043280531167215849 0.0023148549948315937 0.0031995033881616276 0.01960076557455533 -0.012655907711640326 0.0089911316182815209 -0.0032148123620795942 0.013752490955288892 0.010075150738549084 -0.00084281547459830154 -0.015065134944164131 -0.0050611618134029151 -0.0050966647195312999 0.016504036547265649 -0.0041402379488602392 -0.020430957578907817 0.0016209500726007949 0.027090324494847603 0.00061959490579896546 -0.0081777920969582727 -0.0012428676372531144 leaf_weight=290.90315282344818 283.17216166853905 145.11677241325378 96.548583507537842 81.404766499996185 457.26069816946983 9.6193750798702222 89.272316783666611 28.849289149045944 444.33631151914597 6.9679975807666761 503.58551159501076 932.87960687279701 734.97299063205719 418.90057042241096 461.26789104938507 81.071823835372925 70.13521009683609 136.09338083863258 434.60840860009193 28.708418518304825 1049.6523745656013 146.27249643206596 17.846088379621506 481.32655999064445 164.56767109036446 7.9044663310050964 10.096783041954039 230.41650286316872 158.96924632787704 583.091971129179 leaf_count=919 838 478 323 241 1540 30 272 89 1418 21 1537 2889 2136 1395 1405 248 206 408 1382 91 3364 472 56 1553 579 25 31 724 515 1832 internal_value=-1.14903e-05 -0.00314264 0.00855635 0.0105467 -0.00866047 -1.31131e-05 0.0157043 0.017224 0.00186992 -0.00627646 0.0061761 0.00334116 0.0182066 -0.00863644 0.00511572 0.0102192 0.0028182 0.00511376 -0.00222191 0.00137749 -0.00376597 -0.00699959 -0.00274783 -0.00594864 -0.0150009 0.0211392 -0.00239838 0.00173084 -0.00280724 -0.000832879 internal_weight=8585.82 6287.89 2297.93 2037.27 2275.62 4012.26 934.499 845.227 2671.71 1653.79 1102.77 1986.86 816.378 1045.34 1394.15 500.337 602.429 217.165 608.45 532.294 1340.56 260.667 164.119 626.443 621.828 14.8725 684.85 240.513 593.578 592.711 internal_count=27017 20100 6917 6066 7488 12612 2738 2466 8329 5369 3328 6156 2377 3426 4294 1494 1834 656 1943 1628 4283 851 528 2031 2119 46 2173 755 1897 1862 is_linear=0 shrinkage=0.03 Tree=27 num_leaves=31 num_cat=0 split_feature=4 5 5 4 0 5 2 7 0 3 7 8 2 5 7 6 6 5 4 9 2 5 7 2 3 5 7 2 3 7 split_gain=246.812 108.953 104.591 51.2982 43.2705 34.2458 24.9443 24.777 21.0664 19.8312 17.72 17.0746 18.1331 15.6603 13.913 10.1125 9.97374 9.95494 9.35967 9.24266 9.23645 8.99728 8.21626 8.09389 9.0408 8.03821 8.02247 7.67813 7.52869 7.47154 threshold=1.5550000000000008 1.5750000000000008 1.5450000000000002 1.9400000000000006 575.00000000000011 2.0250000000000008 1.7000000000000004 1.3 725.00000000000011 2.7000000000000006 1.5000000000000002 5.7000000000000002 1.3 1.8900000000000006 1.1000000000000003 0.90000000000000013 1.5000000000000002 1.0350000000000008 2.1350000000000011 4.5000000000000009 1.9000000000000001 0.95000000000000018 1.5000000000000002 1.9000000000000001 2.5000000000000004 0.62500000000000033 0.70000000000000007 0.90000000000000013 1.3 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 8 6 10 15 11 9 26 23 12 21 -5 -15 -2 25 -14 19 -8 -6 -1 -17 24 -3 -9 -4 -18 -13 -7 right_child=2 5 3 13 20 29 18 16 -10 -11 -12 28 17 14 -16 22 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0023699362599648686 0.010586008572111411 -0.0085449141598058255 -0.0095319553998719723 0.012091885450473065 0.013376179139400193 -0.019233497811986616 0.01401189356222321 0.028979048048109864 0.011244882507965036 -0.017800569978525374 -0.0021887114881375285 0.006663710209099955 0.011162489760604946 -0.0049629547576335595 0.0094519938186619027 -0.0005995334794285088 -0.0040062066073703129 -0.0013998579935502321 0.019022913955028725 0.0063261001412985808 0.020911817166197024 -0.0075444828097010154 0.0063291134828329862 0.0027820575106345708 -0.017969902492245282 0.0030097945560657335 -0.0020259392344863683 0.0013735360044163144 -0.0037363498240069268 -0.012304926449913265 leaf_weight=89.969098597764969 176.4710319340229 985.34771880507469 156.91224363446236 315.27593231201172 270.75119039416313 246.19573113322258 290.28100457787514 10.822405666112898 79.293708145618439 95.709194481372833 520.47821870446205 198.83167093992233 66.096157133579254 125.84876874089241 115.62871113419533 349.56617158651352 401.49337959289551 402.47417193651199 137.1104756295681 273.49581104516983 318.70502352714539 976.55235439538956 275.38095474243164 51.223327606916428 100.98608729243279 1218.2637713253498 699.23489207029343 589.11088189482689 91.462532967329025 324.9759516119957 leaf_count=243 472 2716 430 843 724 694 776 29 213 270 1417 536 178 341 310 940 1087 1093 366 732 852 2663 738 141 283 3281 1902 1591 248 908 internal_value=-1.31538e-05 -0.00363082 0.00615542 0.000350338 0.0105622 -0.00895615 0.00785942 -0.000696082 -0.00361181 -0.00484944 -0.00677374 -0.0032852 -0.00454694 0.00768854 0.00193948 0.00424431 0.0014331 0.000372177 0.0119931 0.0102834 0.0174505 -0.00670813 0.00245355 -0.00887157 -0.00942107 0.00323846 -0.00340162 -0.000806882 0.00338698 -0.0152914 internal_weight=9953.95 6274.28 3679.67 1587.9 2091.76 2229.21 1502.31 4045.08 1031.15 951.856 1658.04 1825.39 1535.09 556.753 241.477 801.418 2219.69 468.57 700.887 563.777 589.456 1066.52 624.947 1137.56 1086.33 1229.09 856.147 990.604 290.294 571.172 internal_count=27017 17108 9909 4309 5600 6159 4024 10949 2815 2602 4557 4961 4177 1494 651 2150 5988 1271 1874 1508 1576 2906 1678 3140 2999 3310 2332 2678 784 1602 is_linear=0 shrinkage=0.03 Tree=28 num_leaves=31 num_cat=0 split_feature=4 8 5 5 5 2 0 5 8 6 2 7 7 11 13 0 13 4 11 8 6 10 4 0 8 11 4 9 11 12 split_gain=27.3705 13.4296 13.4094 9.87727 7.43277 5.96722 5.34359 5.50765 6.36651 6.60051 5.11226 4.87764 6.07816 4.69005 5.81845 4.60482 3.93974 4.63087 3.86494 3.8455 3.66132 3.66756 3.62284 3.59142 3.45907 4.71065 4.68226 3.4361 3.41448 5.00987 threshold=1.6350000000000005 6.7000000000000002 2.265000000000001 1.3050000000000006 1.5150000000000008 1.9000000000000001 725.00000000000011 1.7350000000000003 4.9000000000000012 0.50000000000000011 3.7000000000000006 1.5000000000000002 0.90000000000000013 -0.33333333333333309 1.7000000000000004 200.00000000000003 2.1000000000000005 1.7950000000000006 -0.66666666666666663 2.5000000000000004 1.3 1.0000000180025095e-35 1.6000000000000008 575.00000000000011 4.9000000000000012 0.33333333333333326 1.5450000000000006 9.1000000000000014 0.83333333333333337 2.9000000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 5 15 11 7 8 19 -10 16 12 -2 14 -9 20 17 -5 -4 -1 -3 -22 -15 -18 -20 26 -26 28 29 -6 right_child=1 4 18 10 27 -7 -8 13 9 -11 -12 -13 -14 22 -16 -17 23 -19 24 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0015787936927190811 -0.0070445185952814175 -0.0085009675925832775 -0.013838652843982661 -0.0067777985397985858 0.0033658795358250822 -0.0087590525546060033 -0.0059515784442714858 0.011570759903426745 -0.0088474300012269767 0.00097340331074055521 -0.018745263121354373 -0.0064899097199665736 0.0055777125392570863 -0.0023812192370289017 0.00080436914369924671 -0.011839820382580577 0.0025253000236206435 0.00033463005324956289 -0.0072665762558178698 0.0033066099529256735 -0.0055331554171368005 0.019518834146697181 0.009498376689552758 -0.0025018876216378917 0.020071431268097874 -0.0056653037073779748 -0.011019961169120442 0.019500857461650097 0.001952826667643401 -0.0081472690261210068 leaf_weight=154.26724967360497 51.01162201166153 31.652104645967484 47.486507296562195 131.0043757557869 43.210198909044266 211.46513170003891 85.481047749519348 52.096295356750488 64.369622141122818 1427.2679010033607 12.785174667835234 125.6709001660347 105.03032156825066 614.03181627392769 340.09765377640724 239.64386747777462 630.98881071805954 222.01452234387398 103.92339134216309 2416.2416422963142 10.006750136613848 11.086035788059233 24.00737589597702 160.4103929400444 17.410107105970386 30.341944456100464 5.8154273033142081 5.8582169115543357 70.816785544157028 159.86096313595772 leaf_count=541 185 114 181 482 156 801 313 181 231 5038 49 461 382 2186 1198 924 2229 797 380 8390 36 40 85 581 63 110 21 21 257 584 internal_value=3.26181e-05 -0.00276821 0.00118905 -0.00139515 -0.00672893 -0.00495024 0.00148697 0.00161183 0.00210869 0.000549598 0.000119959 -0.00209119 0.00145138 -0.000347257 0.0022345 -0.0100736 0.000330717 -0.00230477 -0.00633657 0.00301342 -0.00204865 0.00763378 -0.00193423 0.00150633 -0.00407454 0.00211814 0.0122865 -0.00323313 -0.00371939 -0.00569746 internal_weight=7605.35 2222.52 5382.84 1650.38 572.135 493.178 5177.86 5092.38 4062.15 1491.64 1157.2 281.713 156.042 1030.23 392.194 292.389 1144.42 353.019 204.977 2570.51 52.7449 21.0928 638.039 791.399 157.491 53.5675 23.2255 279.746 273.888 203.071 internal_count=27017 8099 18918 5967 2132 1829 18163 17850 14200 5269 4138 1028 567 3650 1379 1114 4089 1279 755 8931 190 76 2271 2810 574 194 84 1018 997 740 is_linear=0 shrinkage=0.03 Tree=29 num_leaves=31 num_cat=0 split_feature=5 4 4 5 5 7 9 0 7 4 6 2 2 3 4 0 7 6 0 0 4 9 3 3 2 11 12 8 9 4 split_gain=239.835 114.594 73.983 47.9367 37.4496 29.0199 26.6498 20.2672 16.4059 16.3435 16.2055 15.2287 11.8888 11.3967 13.4911 10.9374 11.6175 10.563 9.8841 8.96578 8.92255 8.85536 8.62126 8.45121 7.34059 7.09542 6.8238 6.61256 6.38949 6.2974 threshold=1.7250000000000003 1.8050000000000004 1.9900000000000007 2.265000000000001 1.2150000000000005 1.3 5.7000000000000002 200.00000000000003 0.90000000000000013 1.2450000000000008 1.1000000000000003 1.7000000000000004 2.9000000000000004 2.5000000000000004 1.4850000000000005 725.00000000000011 1.7000000000000004 0.70000000000000007 725.00000000000011 725.00000000000011 0.97000000000000031 4.3000000000000016 1.9000000000000001 2.3000000000000003 0.90000000000000013 -1.0000000180025095e-35 2.1000000000000005 5.3000000000000016 5.3000000000000016 1.5250000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 6 11 10 13 -8 -9 25 24 20 19 14 -2 16 -5 -11 -12 21 -1 26 -4 -23 -6 -7 -3 -24 -22 -13 right_child=2 12 22 15 5 9 7 8 -10 17 18 29 -14 -15 -16 -17 -18 -19 -20 -21 28 23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0021807759544324938 0.0056977610466269384 -0.001214477808498045 -0.012529656383780214 0.022573068852030309 0.0045316083034874222 0.0052328385142733254 0.0021337819657404082 0.019579297290804584 0.010315341335285758 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253.52375045418739 106.70045077800751 201.81150835752487 146.06390270590782 leaf_count=634 1136 114 419 918 499 866 510 782 1433 369 3529 379 428 428 753 36 70 3193 66 607 3406 1504 89 27 1275 1195 868 343 646 495 internal_value=-1.36528e-05 -0.00305481 0.00825873 0.0101719 -0.00124667 0.000532712 0.00805673 0.011508 0.0136267 -0.00216711 0.00329016 -0.00486639 -0.0121468 0.00394085 0.00216339 0.020137 0.0210962 -0.00437982 0.00530011 -0.0109724 -0.00367078 -0.00955487 -0.00683172 -0.00696493 -0.000890672 0.00158291 -0.0136747 -0.00158408 -0.00460965 -0.0115133 internal_weight=8579.96 6273.61 2306.35 2046.85 5232.92 3508.31 1688.47 918.383 749.078 1772.68 1735.63 1724.62 1040.68 770.088 622.444 358.384 346.768 1114.85 1172.13 917.603 1461.7 746.924 259.497 458.616 563.505 657.824 288.308 135.086 1259.6 262.921 internal_count=27017 20100 6917 6066 16552 10992 5042 2725 2215 5623 5369 5560 3548 2317 1889 1024 988 3562 3595 3120 4686 2513 851 1531 1774 2061 982 432 4052 874 is_linear=0 shrinkage=0.03 Tree=30 num_leaves=31 num_cat=0 split_feature=4 5 5 0 0 5 4 5 2 3 7 7 3 3 2 4 6 9 7 6 2 3 8 9 0 3 2 3 7 7 split_gain=231.991 103.01 97.9941 48.9581 40.8561 32.5583 30.4494 23.7266 23.4288 18.8397 17.2815 16.8989 14.4084 13.781 13.3633 12.7238 9.59794 9.45838 8.90722 8.87838 8.75669 8.6995 8.46242 8.39734 8.16504 7.8993 7.78389 8.68535 7.77068 7.40763 threshold=1.5550000000000008 1.5750000000000008 1.5450000000000002 725.00000000000011 575.00000000000011 2.0250000000000008 1.9400000000000006 1.2050000000000007 1.7000000000000004 2.7000000000000006 1.1000000000000003 1.5000000000000002 1.7000000000000004 1.3 1.3 1.0950000000000009 0.90000000000000013 4.1000000000000005 2.1000000000000005 0.90000000000000013 2.1000000000000005 1.5000000000000002 3.9000000000000004 6.5000000000000009 725.00000000000011 1.3 1.9000000000000001 2.5000000000000004 1.5000000000000002 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 6 8 11 9 14 16 25 13 26 -8 -9 22 -12 -2 -16 21 -6 -21 -10 -1 -14 -17 -4 27 -3 -18 -19 right_child=2 5 3 -5 19 -7 12 10 18 -11 15 -13 23 -15 17 24 28 29 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0033611233961732814 0.010278008821757327 -0.0083204404492564256 0.0016905976778768496 0.013786332835075193 0.021062316862715796 -0.014909879244525213 0.010896753128781533 -0.0024416409005869771 0.011938623039101356 -0.017375596471776528 -0.00528918845093142 -0.002108644155587197 0.0043496534449368185 -0.010234540660598727 0.010545148813609682 0.00047769989391822871 -0.00061249788340789462 0.00082307308692866599 0.019692548742199403 0.0099595558209781034 0.020154422137169888 0.0026649024420740547 0.0022314140349188674 -0.0075002496432155343 0.019910914678276256 -0.0049649677646414446 0.0027898548213590091 -0.017582319676610336 0.0061246605254660245 0.026737285913276451 leaf_weight=361.79206898808479 176.57832717895508 983.12295225262642 214.07247668504715 211.32881781458855 260.53916203975677 568.13853153586388 196.94754010438919 439.10133430361748 484.40840455889702 95.085760891437531 413.9594783782959 520.15692088007927 140.72523266077042 381.82694736123085 243.51509571075439 1213.5410928726196 349.54920327663422 215.14511340856552 104.44840639829636 209.67769399285316 118.7813828587532 112.10885480046272 744.84341910481453 87.154016703367233 19.775683879852295 641.26660647988319 51.21507865190506 100.43270951509476 275.53674140572548 10.407891988754271 leaf_count=979 472 2716 580 566 697 1602 527 1196 1295 270 1124 1417 378 1044 655 3281 940 579 279 561 318 300 2010 236 53 1752 141 283 738 28 internal_value=-1.5746e-05 -0.00352601 0.00596508 0.000342774 0.0102298 -0.00871349 -0.00172304 -0.000674277 0.00760475 -0.0047075 -0.00251033 -0.00658627 0.00495383 -0.00606624 0.00220174 -0.000738218 0.0041019 0.00644525 0.0116108 0.0169267 0.0136463 0.0101957 0.000403047 -0.000182425 0.000789303 -0.00329923 -0.00863873 -0.00917891 0.00235723 0.00201886 internal_weight=9945.18 6266.97 3678.21 1586.58 2091.63 2223.07 1375.25 4043.91 1502.63 950.425 2468.2 1654.93 424.827 820.928 1575.7 1647.28 801.664 469.068 700.966 588.998 328.459 596.517 1106.64 227.879 1233.32 855.339 1134.77 1083.56 625.086 225.553 internal_count=27017 17108 9909 4309 5600 6159 3743 10949 4024 2602 6698 4557 1141 2240 4251 4458 2150 1262 1874 1576 879 1595 2989 614 3334 2332 3140 2999 1678 607 is_linear=0 shrinkage=0.03 Tree=31 num_leaves=31 num_cat=0 split_feature=4 8 5 5 5 2 10 0 4 5 8 6 7 4 9 12 2 5 11 11 10 13 12 3 8 12 4 4 2 0 split_gain=25.4353 12.9392 12.6865 8.34908 6.14274 6.08155 6.35003 5.52499 5.18493 5.10081 6.26407 5.85231 5.72195 4.82714 4.70416 4.43295 4.12394 5.61415 4.85289 4.04733 3.94739 3.77666 3.77245 3.77811 3.68972 5.00367 4.42779 3.63299 5.10056 3.46907 threshold=1.6350000000000005 6.9000000000000012 2.265000000000001 1.3050000000000006 1.5050000000000006 1.5000000000000002 0.83333333333333337 200.00000000000003 1.6400000000000006 1.7350000000000003 4.9000000000000012 1.7000000000000004 0.90000000000000013 2.3450000000000011 4.3000000000000016 1.5000000000000002 1.5000000000000002 1.6850000000000005 0.33333333333333326 -0.83333333333333315 0.83333333333333337 3.1000000000000005 3.5000000000000004 2.1000000000000005 6.3000000000000016 2.3000000000000007 1.6850000000000005 2.3850000000000011 2.9000000000000004 200.00000000000003 decision_type=2 2 2 2 2 2 2 2 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 5 7 6 8 -3 -2 10 16 12 -12 24 -11 -16 18 -18 -1 -17 29 -13 -4 -24 26 -26 -5 -15 -29 -7 right_child=1 4 22 13 -6 20 -8 -9 -10 14 11 21 -14 27 15 19 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=0.0023032854627942525 0.020720731106320243 -0.00048158483827384852 -0.010926244845488681 -0.0033811976405490811 -0.003632718615466875 0.0034661112972340148 0.012965760642268476 -0.012514151270269515 -0.00404590267945488 0.0052172667223210614 0.0032511219312227756 0.0079483094752027771 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leaf_count=4506 27 150 323 590 876 137 96 778 483 407 868 414 3059 57 75 637 1803 79 2639 2592 331 1084 21 411 83 583 2867 105 97 839 internal_value=3.85101e-05 -0.00266704 0.00115133 -0.0014633 -0.0070329 -0.00467488 -1.39016e-06 -0.010428 -0.00261883 0.00144013 0.00191367 0.000393743 -0.000751909 -0.000116284 -0.000430178 -0.00114605 0.00281044 0.000477159 0.00342193 -0.00146903 -0.00695672 0.00338919 -0.00618714 -0.00267509 0.000347792 -0.00352221 0.00109154 -0.00776633 -0.00410929 -0.00509021 internal_weight=7603.24 2215.87 5387.37 1736.96 478.912 513.251 168.383 239.637 140.103 5183.38 4136.16 1534.81 1110.2 1223.71 1047.22 929.41 2601.35 540.179 2061.17 907.361 344.869 424.612 203.99 117.163 1153.72 185.982 967.738 69.9884 54.4118 257.712 internal_count=27017 8099 18918 6295 1804 1913 606 928 510 18163 14452 5425 3927 4382 3711 3304 9027 1882 7145 3229 1307 1498 755 432 4123 666 3457 259 202 976 is_linear=0 shrinkage=0.03 Tree=32 num_leaves=31 num_cat=0 split_feature=5 4 4 3 5 2 9 7 0 9 7 4 6 2 13 8 6 7 6 7 0 9 6 3 3 9 3 11 12 12 split_gain=224.821 108.877 69.2161 44.9897 35.9846 31.5981 26.8134 22.2598 20.0788 17.3964 16.128 14.4532 13.3977 11.6082 11.3212 10.168 10.0277 9.95842 9.53241 9.01913 8.68238 8.60818 8.47623 8.37559 8.0955 7.83456 7.20716 7.94275 6.60891 6.43261 threshold=1.7250000000000003 1.8050000000000004 1.9900000000000007 2.5000000000000004 1.4550000000000007 1.3 5.7000000000000002 1.1000000000000003 200.00000000000003 5.1000000000000005 1.5000000000000002 1.4850000000000005 1.3 2.9000000000000004 3.7000000000000006 6.1000000000000005 1.5000000000000002 1.7000000000000004 0.90000000000000013 1.3 725.00000000000011 4.3000000000000016 2.1000000000000005 1.7000000000000004 2.3000000000000003 8.3000000000000025 2.1000000000000005 -2.1666666666666656 2.1000000000000005 3.3000000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 6 5 9 11 26 -8 22 -10 18 15 20 -14 -9 -7 -11 -2 -5 21 28 -1 -4 -23 29 27 -6 -3 -25 right_child=2 13 23 19 7 16 8 12 10 17 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 24 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0033649864688325339 -0.0043820373149493748 -0.0011381800529131265 -0.013746405895585137 0.020199599764364098 0.035716991349635692 -0.0086385926688209835 0.001196358187111058 -0.0023291845405480479 0.01514779834379743 0.0057598233472465126 0.0049432421715428923 -0.0029248873704139709 0.0057552496777889175 -0.020598396985424358 -0.0027540967958604085 -0.015164519556552812 -0.0032006583592291333 -0.002674236038357038 0.0083001534688924676 0.010566655528382186 -0.016866860377327597 -0.0073065458002502604 0.0026104609841066709 0.023140062148270611 0.022625010203983529 0.016167466664700422 0.015685556422942497 0.0052786542529277653 -0.015102591889640854 -0.0062732593170900519 leaf_weight=1352.1255346536636 63.545161068439484 34.723821431398392 94.990235686302185 362.70219448208809 7.8267524838447562 824.92907664179802 166.50710865855217 382.17980539798737 579.77080255746841 460.00855505466461 183.51109826564789 252.31835523247719 385.40495491027832 121.23651874065399 221.63913640379906 64.993706434965134 484.40594720840454 173.52568623423576 332.15288224816322 115.27881398797035 168.3565925359726 447.83589872717857 253.74530389904976 7.0318750143051139 8.282979488372801 17.929686218500137 73.936763554811478 543.45253935456276 250.86965572834015 138.35844019055367 leaf_count=4300 195 114 323 1027 24 2683 501 1208 1688 1443 554 781 1193 428 695 207 1554 555 984 336 607 1504 797 23 27 56 224 1669 868 449 internal_value=-1.58865e-05 -0.00296968 0.00797394 0.00981308 -0.00121241 -0.00292459 0.0073704 0.00240552 0.0106353 -0.000760011 0.0126944 0.00268583 -0.000254292 -0.0118781 0.00264838 -0.00419472 -0.00662676 0.00344973 0.00626352 0.0178763 -0.0107164 -0.00932037 -0.0024208 -0.00666306 -0.006763 -0.00254324 0.00689039 0.0057108 -0.0134047 -0.00485067 internal_weight=8573.58 6259.48 2314.1 2055.79 5228.17 3548.74 1577.81 1679.43 929.789 2239.41 763.282 648.016 1054.22 1031.31 607.044 447.174 1309.34 633.534 395.698 477.981 910.069 741.712 1605.87 258.31 456.119 163.32 625.216 551.279 285.593 145.39 internal_count=27017 20100 6917 6066 16552 11332 4703 5220 2743 7095 2242 1960 3303 3548 1888 1415 4237 1998 1179 1363 3120 2513 5097 851 1531 528 1917 1693 982 472 is_linear=0 shrinkage=0.03 Tree=33 num_leaves=31 num_cat=0 split_feature=4 3 5 0 0 7 5 4 2 6 3 5 3 7 0 5 5 6 6 4 9 6 0 2 9 5 3 7 2 7 split_gain=218.319 98.1748 91.8599 46.4882 38.6868 30.2586 29.5989 28.5117 22.0393 18.07 17.8497 14.6223 13.5927 13.5858 12.1211 9.69675 9.39296 9.293 9.14185 8.7272 8.61261 8.46808 8.34608 8.29341 7.96729 7.7762 7.5209 7.41495 7.0368 6.70739 threshold=1.5550000000000008 1.7000000000000004 1.5450000000000002 725.00000000000011 575.00000000000011 1.7000000000000004 1.4450000000000007 1.9400000000000006 1.7000000000000004 1.1000000000000003 2.7000000000000006 2.0750000000000011 1.7000000000000004 2.7000000000000006 350.00000000000006 1.9250000000000003 0.99000000000000021 1.7000000000000004 0.90000000000000013 2.1350000000000011 4.5000000000000009 0.90000000000000013 725.00000000000011 2.1000000000000005 6.5000000000000009 0.8450000000000002 1.3 1.5000000000000002 1.1000000000000003 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 4 7 8 11 9 10 18 14 26 28 -9 16 25 17 -11 -8 -2 20 -10 -6 -16 -23 -14 -1 -4 -20 -3 -5 right_child=2 5 3 29 21 -7 15 12 19 13 -12 -13 24 -15 22 -17 -18 -19 27 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.017698271926768011 0.0099893031017363881 -0.01219105562446432 0.0016664653228728374 0.0072418202619605309 0.02047792083662052 -0.00076037030370881278 -0.0019635426216504485 0.010551772563006167 0.013195780469007443 0.0029971275808986066 -0.01694659669832135 -0.016820458910261404 0.0042031517084274803 0.011669030098467269 0.0062526659310440189 -0.010730521676746404 -0.0023871274494384207 -0.0070593112422355393 -0.00064078059713325297 0.018042221383546671 0.0057789621331462591 0.0096444171440542882 0.026278067818339666 0.019571891645063118 -0.0073429575222266194 -0.0011693893089035621 -0.0048286379203370967 0.0059395461498957004 -0.0070452983662331143 0.018047111207342367 leaf_weight=20.844035416841507 176.65740478038788 508.42883330583572 214.08106392621994 90.194463670253754 260.09641116857529 273.82303336262703 1007.9075720608234 197.03225788474083 290.40521487593651 354.04490903019905 94.426865786314011 365.59403139352798 140.76620560884476 73.794936686754227 517.82982107996941 193.64520680904388 1653.4238780736923 473.36028900742531 349.55018335580826 136.84095990657806 273.72774243354797 209.64796030521393 19.434036731719971 118.5678023993969 87.049683958292007 345.96400037407875 640.47624534368515 275.65820550918579 451.63750571012497 121.15702265501022 leaf_count=56 472 1410 580 242 697 745 2752 527 776 954 270 1043 378 199 1397 540 4481 1297 940 366 732 561 52 318 236 934 1752 738 1248 324 internal_value=-1.84722e-05 -0.00342639 0.00578423 0.000337577 0.00991303 -0.00983935 -0.00122535 -0.00167749 0.00735999 0.000565478 -0.00456918 -0.0117147 0.00478171 -0.000972823 0.0041068 -0.00441729 -0.00143754 -0.00359197 0.00396324 0.0112456 0.009597 0.0164347 0.00697703 0.0132307 -0.000208679 -9.72258e-05 -0.0032015 0.00226053 -0.00977037 0.0134359 internal_weight=9936.07 6259.73 3676.34 1585.18 2091.15 1599.48 4660.25 1373.83 1502.84 2985.34 948.984 1325.66 424.848 2081.26 904.072 1674.91 2007.47 1481.27 801.866 700.974 564.133 588.312 537.264 328.216 227.816 366.808 854.557 625.208 960.066 211.351 internal_count=27017 17108 9909 4309 5600 4446 12662 3743 4024 8073 2602 3701 1141 5634 2439 4589 5435 4049 2150 1874 1508 1576 1449 879 614 990 2332 1678 2658 566 is_linear=0 shrinkage=0.03 Tree=34 num_leaves=31 num_cat=0 split_feature=8 0 4 5 2 8 12 8 5 7 10 4 12 5 9 3 4 11 6 11 7 9 7 6 11 13 0 8 10 5 split_gain=23.8313 14.1979 9.29688 9.08912 7.34588 7.63126 7.45588 7.25969 6.94469 5.99765 5.79275 8.82416 5.64264 8.875 4.98328 10.5762 5.46895 4.7064 4.60279 5.94813 4.98722 4.42356 4.93549 4.28302 6.49181 5.24295 4.8965 4.21196 4.29091 4.10626 threshold=6.3000000000000016 575.00000000000011 1.8600000000000005 2.4250000000000012 1.9000000000000001 6.1000000000000005 4.5000000000000009 3.9000000000000004 1.3050000000000006 2.1000000000000005 -0.49999999999999994 1.8550000000000004 1.5000000000000002 1.0350000000000008 3.7000000000000006 1.3 1.5650000000000008 -0.33333333333333309 1.5000000000000002 -0.33333333333333331 0.90000000000000013 5.3000000000000016 0.70000000000000007 0.90000000000000013 1.8333333333333337 2.3000000000000007 525.00000000000011 2.5000000000000004 1.5000000000000004 2.225000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 27 17 -7 9 -4 12 14 21 13 -3 15 -2 -17 -6 19 -9 -21 22 -12 24 -10 26 -25 -1 -29 -14 right_child=2 7 8 -5 5 6 -8 18 23 -11 11 -13 29 -15 -16 16 -18 -19 -20 20 -22 -23 -24 25 -26 -27 -28 28 -30 -31 leaf_value=-0.0025458134749233021 -0.0074675298365942441 -0.011288283914432221 -0.012704136252384724 -0.0067031355563243094 0.00090437777057341187 0.0059223847221513189 0.042224227001908712 -0.0096896751162975081 -0.010307019916084242 -0.011866873696877184 0.01270897680960547 0.035486302650161929 0.0037552548778545204 0.033547557933840594 -0.0076903142689723298 0.041463554846815055 0.0035293607929877463 -0.0043291391197806117 -0.00069672409368287365 0.0033264322439633767 -0.0051261139391223041 -0.0036170110941402354 0.00069356986474173254 -0.0011922987103602926 0.018643888858834029 -0.0050716000363844032 0.015985844069194455 0.0020474134146117894 0.0075865609383892431 -0.012503153059966021 leaf_weight=174.14168205857277 25.311024263501167 5.7431242763996151 135.39670144021511 121.51123264431953 268.70391495525837 30.659456670284271 6.1060511767864218 188.26619713008404 136.64826864004135 23.97195628285408 35.041912004351616 6.3019395917654029 168.8032461553812 12.894290566444395 183.15103429555893 7.9166120588779432 6.0225839465856552 364.33395834267139 287.5339927226305 83.500432476401329 253.71199628710747 204.10066384077072 252.25187465548515 41.418901026248932 7.3455341458320609 164.88469874858856 23.35475167632103 4237.059163197875 129.71858242154121 15.243342787027357 leaf_count=612 92 20 532 449 966 112 22 685 510 84 125 23 595 45 660 28 22 1310 1024 302 924 734 908 149 27 612 85 14849 455 56 internal_value=4.46667e-05 0.000782444 -0.00377998 0.00140775 0.00159689 -0.00133598 0.0119514 -0.00242461 -0.00688314 0.00232325 -0.0015863 0.000212377 0.00400156 0.0197314 -0.00561145 0.00408905 0.0250737 -0.00210768 -0.00374824 -0.00541799 -0.0030331 -0.000239997 0.00215912 -0.00477384 -0.00883015 -0.00223056 0.00500144 0.0020295 0.00221196 0.00240868 internal_weight=7601.05 6371.9 1229.15 5332.23 5210.72 669.803 36.7655 1039.67 509.049 226.656 720.098 497.696 202.684 18.6374 222.401 39.2502 13.9392 633.038 813.013 525.479 337.212 491.394 287.294 373.652 143.994 229.658 64.7737 4540.92 4366.78 184.047 internal_count=27017 22510 4507 18775 18326 2410 134 3735 1915 800 2592 1790 716 65 802 142 50 2276 2935 1911 1226 1767 1033 1383 537 846 234 15916 15304 651 is_linear=0 shrinkage=0.03 Tree=35 num_leaves=31 num_cat=0 split_feature=5 4 4 5 4 5 9 0 6 5 7 7 3 2 3 7 7 0 0 8 7 13 9 3 6 0 6 9 6 0 split_gain=210.797 103.643 64.751 42.5874 34.1574 27.1629 24.1922 18.3456 17.4595 15.4028 14.7778 11.1306 11.0965 11.0644 10.8699 10.7415 10.0486 10.8545 9.76046 8.54875 8.54665 8.36779 8.14756 8.02526 7.05539 6.93828 6.78264 6.53037 9.20656 6.52654 threshold=1.7250000000000003 1.5350000000000008 1.9900000000000007 2.265000000000001 1.9650000000000001 1.1450000000000007 5.7000000000000002 200.00000000000003 1.3 1.4450000000000007 0.90000000000000013 0.90000000000000013 1.7000000000000004 1.7000000000000004 2.1000000000000005 1.3 1.7000000000000004 725.00000000000011 725.00000000000011 5.1000000000000005 0.3000000000000001 3.1000000000000005 4.9000000000000012 1.9000000000000001 2.1000000000000005 725.00000000000011 0.90000000000000013 4.3000000000000016 2.1000000000000005 475.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 6 9 -1 15 -8 11 13 -9 14 22 26 -7 18 17 -5 -2 -13 29 -14 -10 -4 -17 27 -3 -6 -29 -11 right_child=2 4 23 16 25 8 7 10 12 20 -12 19 21 -15 -16 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0043134569468520128 0.0074410884160142103 -0.011270122545189982 -0.012052196188727221 0.021113891461218368 -0.016998083987189178 0.0022199337273501947 0.001843795238503191 0.018355141362595844 1.2213195775869401e-05 0.041203935613950582 0.0096150467613951626 -0.00090014924815808354 0.013205419097301769 -0.011877694608691557 0.023684483136554205 -0.0025877699614693123 0.00026015908355919189 -0.0096100676347568026 -0.016091443970796961 -0.0069358511258684093 -0.0025811903453655228 0.0035284909483843134 0.0045743463446144498 -0.0014402093758080906 0.009133964227407405 -0.019578178861639314 -0.0038055584424726866 -0.010637631339399788 0.015816629568594396 0.0015811889261893729 leaf_weight=989.96224501729012 431.78235065937042 142.17172631621361 122.48939570784569 327.67986363172531 164.49274080991745 269.53340667486191 170.06218495965004 271.37749311327934 723.80972170829773 7.106718569993971 485.75936213135719 690.83007264137268 162.19915133714676 408.51545977592468 23.049470514059067 270.03556874394417 24.533896386623383 10.686481028795241 16.467614114284515 304.19530475139618 590.26713439822197 159.51386705040932 686.44920310378075 134.63177317380905 55.757080405950546 157.47316542267799 477.53562033176422 268.35263779759407 12.386413812637327 7.9009929001331329 leaf_count=3185 1276 478 419 918 578 839 510 782 2258 21 1433 2185 489 1395 70 822 73 33 52 965 1897 494 2127 432 167 579 1553 921 41 25 internal_value=-1.82061e-05 -0.00288706 0.00770093 0.00946933 -0.00806184 -9.86273e-07 0.00747911 0.0107478 0.00141285 -0.00580967 0.0127477 -0.00123286 0.00337976 -0.00804476 0.0039109 0.00356367 0.0187993 0.0201435 0.00657656 -0.00274536 -0.00201276 0.00840734 0.00223285 -0.00649563 -0.000581679 -0.0141658 -0.00551806 -0.0122516 -0.00947045 0.0203441 internal_weight=8567.01 6245.75 2321.26 2064.14 2236.2 4009.54 1701.24 927.199 3019.58 1633.5 757.137 1287.61 1731.97 1028.22 292.583 774.043 362.9 338.366 448.25 995.025 605.275 321.713 1410.26 257.121 325.793 602.705 619.707 445.232 280.739 15.0077 internal_count=27017 20100 6917 6066 7488 12612 5042 2725 9427 5369 2215 4059 5368 3426 909 2317 1024 951 1328 3150 1943 983 4385 851 989 2119 2031 1540 962 46 is_linear=0 shrinkage=0.03 Tree=36 num_leaves=31 num_cat=0 split_feature=4 5 4 5 5 0 0 7 7 7 4 6 8 7 5 4 7 8 3 3 13 4 0 6 5 0 11 0 3 2 split_gain=205.288 145.511 59.2234 41.7031 41.324 25.9833 25.0361 18.5626 18.456 15.8424 15.3277 14.5486 12.7363 12.062 11.6922 11.1685 10.8044 10.2578 9.37078 9.19672 8.91184 8.83779 8.76243 8.46299 7.05958 6.97929 6.66575 6.64485 6.80403 6.62277 threshold=1.8850000000000005 1.5650000000000006 1.4250000000000005 1.8600000000000005 2.0350000000000006 725.00000000000011 925.00000000000011 1.3 1.7000000000000004 1.1000000000000003 2.2350000000000008 0.90000000000000013 5.7000000000000002 1.9000000000000001 0.99000000000000021 1.5150000000000008 1.1000000000000003 4.5000000000000009 0.3000000000000001 1.5000000000000002 2.1000000000000005 2.1250000000000004 200.00000000000003 1.7000000000000004 1.4150000000000007 525.00000000000011 1.8333333333333337 725.00000000000011 1.5000000000000002 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 10 6 11 8 12 15 -5 19 25 14 -13 -1 -3 27 -10 -9 22 -11 -22 -2 -20 -7 -4 29 28 -6 -12 right_child=3 4 5 9 16 24 -8 18 17 20 26 13 -14 -15 -16 -17 -18 -19 23 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0028823092833151409 0.0040742189547760335 -0.008243676889786989 0.0066018540034181545 -0.0060924559592949457 -0.0044656845630125491 0.021824048376729053 0.026307373229729269 0.01250853008868026 -0.0050433019429637731 0.021972614438555214 0.014470603258228847 0.0014043860068364332 0.0031777067430730009 0.0078271722355147781 -0.0061156746060994326 -0.0031837389291593438 -0.0088352648177866082 0.003567860640965682 0.0017844486166674204 0.0058795865051590561 -0.0043987914103908532 0.012031057817320232 0.014356821308730129 -0.0027179104867191264 0.0065005676417618898 0.014885041549332673 -0.005694165762452635 0.0037888216603072481 -0.017917874281767374 0.023044567392828164 leaf_weight=147.51920574903488 87.936827719211578 1277.7512600719929 331.5527715086937 158.68119060993195 37.057194381952286 100.18400171399117 22.776975721120834 58.301549643278122 222.18235632777214 30.581897020339966 151.1086568236351 1209.6715589761734 196.3633613884449 336.32082110643387 1092.6074141561985 566.72821155190468 321.16618207097054 283.1843858063221 1120.7653305232525 246.75352507829666 59.062427759170532 58.801602244377136 491.29695698618889 565.23539331555367 37.071209222078323 126.4723858833313 10.083945900201796 14.664168089628218 389.70998361706734 174.95985069870949 leaf_count=398 235 3550 887 432 104 268 61 156 606 82 405 3254 531 901 2989 1550 903 766 3021 661 160 157 1315 1533 99 338 27 40 1118 470 internal_value=-2.13823e-05 -0.00181958 0.0012007 0.0103293 -0.00694654 0.00505779 -0.0049939 -0.00139585 -0.00529731 0.000497671 0.0129276 0.00419293 -0.00392126 0.00280162 -0.00504532 -0.00668898 -0.0130217 -0.000218001 0.000683916 0.0107296 0.00754218 0.00379795 0.0127958 0.000275023 0.0176853 0.00888905 0.0183283 -0.0160675 -0.0167498 0.0190712 internal_weight=9926.55 8457.29 5322.07 1469.27 3135.22 2141.27 2372.62 3180.79 2349.85 307.127 1162.14 2004.02 1436.49 1545.99 1240.13 1844.48 762.598 505.367 1744.3 825.987 148.446 117.864 579.234 1686 137.255 458.025 336.152 441.431 426.767 326.069 internal_count=27017 23073 14375 3944 8698 5747 6533 8628 6472 831 3113 5380 3918 4155 3387 5100 2165 1372 4710 2211 399 317 1550 4554 367 1225 902 1262 1222 875 is_linear=0 shrinkage=0.03 Tree=37 num_leaves=31 num_cat=0 split_feature=8 0 4 5 8 2 8 12 5 7 10 4 12 5 9 3 4 11 6 11 7 9 7 6 11 13 0 8 9 10 split_gain=22.6051 13.3189 8.81043 8.60166 6.90817 6.88414 7.31559 6.93807 6.72966 5.759 5.58722 8.36725 5.33679 8.34945 4.80554 10.0084 5.02253 4.53902 4.35436 5.76819 4.84631 4.23716 4.70338 4.11698 6.23253 5.02004 4.67184 4.04209 4.27694 4.03798 threshold=6.3000000000000016 575.00000000000011 1.8600000000000005 2.4250000000000012 3.9000000000000004 1.9000000000000001 6.1000000000000005 4.5000000000000009 1.3050000000000006 2.1000000000000005 -0.49999999999999994 1.8550000000000004 1.5000000000000002 1.0350000000000008 3.7000000000000006 1.3 1.5650000000000008 -0.33333333333333309 1.5000000000000002 -0.33333333333333331 0.70000000000000007 5.3000000000000016 0.70000000000000007 0.90000000000000013 1.8333333333333337 2.3000000000000007 525.00000000000011 2.5000000000000004 1.9000000000000001 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 5 9 27 17 -8 -4 12 14 21 13 -3 15 -2 -17 -7 19 -6 -21 22 -12 24 -10 26 -25 -1 -29 -23 right_child=2 4 8 -5 18 6 7 -9 23 -11 11 -13 -14 -15 -16 16 -18 -19 -20 20 -22 29 -24 25 -26 -27 -28 28 -30 -31 leaf_value=-0.0025100211021392618 -0.0073266363625700314 -0.01112751538470134 -0.012477192549918274 -0.0065388185841637678 -0.0094914086340871714 0.00091278011995865442 0.0058337208162782331 0.040548593120132967 -0.010095515119108108 -0.011672738757011072 0.012381712985934105 0.034286611022889539 0.0023677782989331305 0.032333726705492956 -0.0075589236092947435 0.039664320225483544 0.0034916858077802498 -0.0042303389982275277 -0.00067054401703770764 0.0055538079928631042 -0.0044496572815867236 -0.0085285054500338804 0.00068412428309875487 -0.001149215597929628 0.01816473720653719 -0.0049357947689598241 0.015595839611987936 0.016490720054673346 0.0020914262830751887 3.8246650966535402e-05 leaf_weight=173.97680786252022 25.195519343018532 5.7123647332191494 134.0292654633522 120.87102335691452 186.96325108408928 268.63592028617859 30.719278693199158 6.2327061295509329 135.57521489262581 23.810835838317871 35.259030908346176 6.4045345932245246 184.20608259737492 13.105212122201918 182.37841501832008 8.0930352509021741 6.0276841372251502 363.29030519723892 287.32500800490379 51.468398675322533 284.62005101144314 84.994766816496849 252.29666861891747 41.370832458138466 7.4072529524564734 164.19094575941563 23.520736247301102 18.644439518451691 4354.0485937148333 118.64223699271679 leaf_count=612 92 20 532 449 685 966 112 22 510 84 125 23 651 45 660 28 22 1310 1024 186 1040 306 908 149 27 612 85 65 15239 428 internal_value=5.09489e-05 0.000768395 -0.00368072 0.001373 -0.00234227 0.00155636 -0.00128529 0.0116891 -0.00671336 0.00228536 -0.00154696 0.000217884 0.00392238 0.0191404 -0.00550817 0.00400479 0.0242234 -0.00204397 -0.0036376 -0.00526747 -0.00291773 -0.000226329 0.00211844 -0.00463704 -0.00863148 -0.00214391 0.00492023 0.0019744 0.00215282 -0.00353738 internal_weight=7599.02 6373.63 1225.39 5336.42 1037.21 5215.55 668.878 36.952 506.094 226.834 719.292 497.597 203.024 18.8176 221.695 39.3162 14.1207 631.926 810.377 523.052 336.088 491.193 287.556 372.065 142.982 229.083 64.8916 4546.67 4372.69 203.637 internal_count=27017 22510 4507 18775 3735 18326 2410 134 1915 800 2592 1790 716 65 802 142 50 2276 2935 1911 1226 1767 1033 1383 537 846 234 15916 15304 734 is_linear=0 shrinkage=0.03 Tree=38 num_leaves=31 num_cat=0 split_feature=5 4 4 3 7 6 5 6 7 9 2 9 7 4 5 4 3 0 4 6 6 5 9 6 9 4 3 6 7 13 split_gain=198.308 98.1441 68.5614 50.5268 31.9638 25.5163 22.6396 20.6012 17.4945 16.0925 15.1767 13.6585 12.7364 11.625 11.248 11.0046 9.72819 9.64802 9.48674 9.25516 8.00901 7.85087 7.46117 7.07762 9.72892 6.33256 6.08044 5.98513 7.76926 10.4234 threshold=1.6750000000000003 1.8050000000000004 1.9900000000000007 2.1000000000000005 1.7000000000000004 1.1000000000000003 1.4550000000000007 0.90000000000000013 1.1000000000000003 3.9000000000000004 1.3 7.5000000000000009 0.90000000000000013 1.5450000000000006 1.0250000000000006 0.9650000000000003 1.7000000000000004 575.00000000000011 1.2350000000000005 1.5000000000000002 0.70000000000000007 2.2150000000000012 8.3000000000000025 1.5000000000000002 6.5000000000000009 1.4850000000000005 1.7000000000000004 2.1000000000000005 1.7000000000000004 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 7 5 14 10 21 11 -5 -7 -9 19 -10 -1 -6 -4 27 -16 -11 -14 -2 -18 -17 -25 -23 -8 -3 -29 -30 right_child=2 17 16 9 15 6 26 8 13 12 -12 -13 20 -15 18 23 22 -19 -20 -21 -22 25 -24 24 -26 -27 -28 28 29 -31 leaf_value=-0.011886645454817529 -0.0037885550691493389 -0.010444516877438352 -0.013935581439021186 -0.0020609397149677876 0.0028464109273945047 0.0020010425162508894 0.004533689354584698 0.0088051749079614394 0.0061647506787704141 0.015209471451587239 -0.004072616652894016 0.022063143757083358 -0.00038589259734482501 -0.0025081730778160555 0.0018017085856386311 -0.0080555765321183113 -0.004725036083413521 -0.016042161726415188 -0.0044450804310919613 0.024784648888732996 0.01305608193178868 0.027641089230348071 0.015642245579018006 -0.004525255865366353 0.012462221551963507 -0.0025302215040854874 0.010539168842008164 -0.008591856545083534 0.048124250378205738 -0.0039076275524614623 leaf_weight=129.0142420232296 257.90861314535141 583.28552159667015 112.34277966618538 52.407082289457321 138.64771500229836 1094.1058724820614 532.52239605784416 419.32965371012688 473.07765018939972 217.08966237306595 559.67805388569832 83.932502806186676 43.950933396816254 197.01928833127022 319.01513361930847 708.82567870616913 155.90909212827682 330.4137496650219 696.49914017319679 156.23625457286835 432.05783227086067 13.602831393480303 18.063073426485062 541.67493614554405 32.14286082983017 11.599776953458784 212.19552934169769 23.61149537563324 6.3256283700466138 7.6624883413314819 leaf_count=424 791 2008 390 155 437 3433 1632 1237 1411 617 1797 242 129 609 997 2315 511 1203 2251 441 1248 39 56 1742 102 34 640 79 21 26 internal_value=-2.0433e-05 -0.00307342 0.00680889 0.00849202 -0.00138188 0.000142783 0.00190146 0.00503675 0.00678934 0.0140729 -5.44217e-05 0.0110163 0.0150684 0.00361477 -0.00354274 -0.00518261 -0.00705409 -0.0119007 -0.00248271 0.0192167 0.011815 -0.00222688 -0.00261035 -0.00605051 -0.00357369 0.0137544 0.00624486 -0.00969669 0.00190447 0.0196219 internal_weight=8560.15 5915.62 2644.53 2358.21 4964.32 3543.03 2398.5 1456.47 1173.36 901.742 1653.78 503.262 849.335 670.097 1144.53 1421.29 286.315 951.299 1015.51 373.326 476.009 283.111 173.972 1282.64 573.818 25.2026 744.718 620.885 37.5996 13.9881 internal_count=27017 19107 7910 6953 15770 11174 7502 4363 3499 2590 5230 1479 2435 2020 3672 4596 957 3337 3248 1058 1377 864 567 4159 1844 73 2272 2134 126 47 is_linear=0 shrinkage=0.03 Tree=39 num_leaves=31 num_cat=0 split_feature=4 3 5 0 0 7 5 3 2 2 6 5 3 7 8 7 2 4 9 6 7 3 0 4 8 7 9 7 2 8 split_gain=193.901 88.6628 81.406 42.4394 34.8956 27.7261 26.8753 25.0709 21.8615 20.0728 14.8228 13.2043 12.3529 12.2949 11.9093 11.682 10.8401 10.0986 8.96673 8.35409 8.3004 8.1981 7.75999 7.80775 7.48101 6.93647 6.92118 6.70919 6.68131 6.6555 threshold=1.5550000000000008 1.7000000000000004 1.5450000000000002 725.00000000000011 575.00000000000011 1.7000000000000004 1.2050000000000007 1.9000000000000001 2.7000000000000006 1.7000000000000004 1.7000000000000004 2.0750000000000011 0.90000000000000013 0.70000000000000007 7.5000000000000009 1.1000000000000003 1.3 1.8900000000000006 3.5000000000000004 0.90000000000000013 2.1000000000000005 1.5000000000000002 875.00000000000011 2.225000000000001 3.9000000000000004 1.5000000000000002 6.3000000000000016 1.7000000000000004 1.1000000000000003 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 4 7 9 11 16 8 17 19 12 28 -8 -14 15 -9 24 -4 -18 -2 21 -11 23 -6 27 -21 -16 -1 -3 -13 right_child=2 5 3 -5 22 -7 10 14 -10 20 -12 29 13 -15 26 -17 18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0062031369414451525 0.0094307809223524615 -0.011685134930604505 -0.0021403478848048829 0.012831496893440004 0.011234127628696104 -0.00066865502023396651 0.0026681797838531032 -0.012373955450792612 0.017749182622901996 0.010949356681061437 -0.0057702952633515783 -0.017118201150258926 -0.0095303910231838099 -0.0016402888568248413 0.016801129470224104 -0.0032686918283066704 0.012512341593791113 0.0054253234096968443 0.0032575971860628536 -0.00076159192452406326 0.018430861904632556 0.0019466557959055765 0.0204836098106389 0.022523862661203653 0.0022058472506245805 0.0056013605964415009 -0.003686430282435905 0.0025492758422028532 -0.0066581731178398671 -0.00044357433218991383 leaf_weight=225.74625104665756 176.76346787810326 505.37232398986816 500.89203432202339 211.19826924800873 328.06248703598976 273.5658882856369 523.66567832231522 260.05281093716621 70.492443114519119 484.18380427360535 993.59644904732704 337.78597122430801 203.37587884068489 1410.4994921982288 28.849756896495819 247.52160415053368 134.47956410050392 232.48133325576782 314.73521170020103 349.62980845570564 104.27985921502113 112.11504861712456 192.16312551498413 66.268136888742447 728.47261345386505 275.84489315748215 30.56063649058342 121.11262819170952 449.68991535902023 23.010802984237671 leaf_count=612 472 1410 1363 566 879 745 1423 727 189 1295 2723 977 561 3844 78 679 361 623 846 940 279 300 518 179 1965 738 84 327 1248 66 internal_value=-2.44311e-05 -0.00324087 0.00544685 0.000313183 0.00933412 -0.00935865 -0.0011523 -0.00161543 0.00179182 0.00691206 -0.00274277 -0.0111653 -0.00133548 -0.00263458 -0.00644621 -0.00793372 0.00211423 0.00025799 0.00602815 0.00367204 0.0106222 0.00925668 0.0155403 0.0131314 0.000479214 0.00204458 0.00626235 -0.00314706 -0.0093182 -0.0160547 internal_weight=9916.47 6245.11 3671.36 1582.05 2089.31 1589.42 4655.68 1370.85 803.866 1502.82 3131.14 1315.86 2137.54 1613.88 566.985 507.574 1524.55 733.373 449.215 802.238 700.579 596.299 586.494 394.331 1075.33 625.475 59.4104 346.859 955.062 360.797 internal_count=27017 17108 9909 4309 5600 4446 12662 3743 2175 4024 8551 3701 5828 4405 1568 1406 4111 1986 1207 2150 1874 1595 1576 1058 2904 1678 162 939 2658 1043 is_linear=0 shrinkage=0.03 Tree=40 num_leaves=31 num_cat=0 split_feature=8 0 4 5 8 5 2 8 12 7 10 4 12 5 9 3 4 11 4 4 6 12 9 11 6 11 13 0 5 3 split_gain=21.3178 12.578 8.34791 8.21671 6.57392 6.5149 6.45846 7.03097 6.47864 5.5496 5.38634 7.89855 5.06563 7.85742 4.64517 9.51763 4.66593 4.37561 4.27709 4.78648 5.09228 4.30673 4.07801 4.3181 3.97227 5.94056 4.77141 4.41964 3.95563 4.50068 threshold=6.3000000000000016 575.00000000000011 1.8600000000000005 2.4250000000000012 3.9000000000000004 1.3050000000000006 1.9000000000000001 6.1000000000000005 4.5000000000000009 2.1000000000000005 -0.49999999999999994 1.8550000000000004 1.5000000000000002 1.0350000000000008 3.7000000000000006 1.3 1.5650000000000008 -0.33333333333333309 2.3550000000000009 2.0950000000000011 1.5000000000000002 3.7000000000000006 3.1000000000000005 -0.66666666666666619 0.90000000000000013 1.8333333333333337 2.3000000000000007 525.00000000000011 1.4650000000000007 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 6 9 -4 -1 17 -9 12 14 22 13 -3 15 -2 -17 -8 19 20 -6 -21 23 -12 25 -7 27 -26 -16 -30 right_child=2 4 5 -5 18 24 7 8 -10 -11 11 -13 -14 -15 28 16 -18 -19 -20 21 -22 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=0.0019224734300531787 -0.0071828492206227768 -0.010951010944429634 -0.012242938355873969 -0.0064097347189437971 -0.0057490544158367565 -0.0098825674643588188 0.00091868521092602212 0.0057589946657040682 0.039043620820333233 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23.709865003824234 53.810860127210617 46.258452206850052 leaf_count=15916 92 20 532 449 1623 510 966 112 22 84 29 23 651 45 299 28 22 1310 117 97 986 112 1652 86 149 27 612 85 194 167 internal_value=5.73391e-05 0.000752898 -0.00357359 0.00133955 -0.00227371 -0.0065374 0.00151825 -0.00123646 0.0114524 0.00223628 -0.00149802 0.000233387 0.00383637 0.0185927 -0.00539594 0.00394813 0.0235033 -0.00198304 -0.00354104 -0.00311249 -0.00376416 0.00538345 -0.000202049 0.010172 -0.00449443 -0.00843502 -0.0020451 0.0048284 -0.00742111 -0.00342496 internal_weight=7596.85 6375.52 1221.33 5340.38 1035.14 503.029 5220.01 667.97 37.118 227.073 718.298 497.372 203.397 18.9832 220.926 39.3529 14.2748 630.852 808.069 778.071 722.642 55.4293 490.861 31.8875 370.401 141.979 228.422 65.0206 181.573 100.069 internal_count=27017 22510 4507 18775 3735 1915 18326 2410 134 800 2592 1790 716 65 802 142 50 2276 2935 2818 2609 209 1767 115 1383 537 846 234 660 361 is_linear=0 shrinkage=0.03 Tree=41 num_leaves=31 num_cat=0 split_feature=5 4 4 3 7 6 5 6 7 9 2 9 4 5 7 4 8 0 3 4 5 9 2 6 9 4 5 4 6 7 split_gain=186.257 93.129 64.3451 47.5424 30.2967 24.2559 21.3796 19.6674 16.4904 15.2144 14.502 12.8886 11.0163 10.8049 10.6693 10.5334 9.60534 9.40918 9.37947 8.95186 7.45067 7.11096 6.95041 6.78526 9.322 6.73584 6.54475 5.9847 5.80387 7.46619 threshold=1.6750000000000003 1.8050000000000004 1.9900000000000007 2.1000000000000005 1.7000000000000004 1.1000000000000003 1.4550000000000007 0.90000000000000013 1.1000000000000003 5.5000000000000009 1.3 7.5000000000000009 1.5450000000000006 1.0250000000000006 0.90000000000000013 0.9650000000000003 4.9000000000000012 575.00000000000011 1.7000000000000004 1.2350000000000005 2.2150000000000012 8.3000000000000025 2.3000000000000003 1.5000000000000002 6.5000000000000009 1.1550000000000007 1.9400000000000006 1.4850000000000005 2.1000000000000005 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 7 5 13 10 20 11 16 -7 -9 -10 -1 -11 -6 26 28 -4 -15 -2 -20 -16 -17 -25 -18 -5 -22 -3 -30 right_child=2 17 18 9 15 6 -8 8 12 14 -12 -13 -14 19 22 23 25 -19 21 -21 27 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.011669214423159071 -0.0037695614449915153 -0.010195176495112163 -0.013684020125154748 0.0066890107580603944 0.0027953193560839459 0.0019520892532714929 0.006061133976628416 0.0085085177497511433 0.0059569136184776227 0.020783895991170427 -0.0039879882276360537 0.021344413929932981 -0.0024838978670115352 0.0017314849180394007 0.01368549504617087 -0.0078761576622248929 0.023520625915948501 -0.015754700999696777 -0.0046032702824597505 -0.0043365362625641763 0.026693963718772324 0.015232534567033206 -0.0072150519168607654 -0.0044163359741585572 0.012178021887141751 0.00046035738700399395 0.018284411201141073 -0.0025738087457866832 -0.0083787442657752495 0.019264360776141277 leaf_weight=128.18590238690376 257.7934073805809 578.6650530397892 111.3049733042717 80.665560752153397 138.77607545256615 1095.0572604835033 746.83841168880463 420.95444750785828 474.48315501213074 274.31530454754829 558.58679822087288 84.543239533901215 196.90892246365547 319.41526901721954 298.57173240184784 705.50465381145477 12.504440635442732 326.20309996604919 155.43349507451057 694.68035164475441 13.721666723489763 18.166723281145096 15.04121223092079 540.30519226193428 32.287738889455795 129.073595225811 95.882358431816101 11.60656753182411 23.469760298728943 14.062582820653914 leaf_count=424 791 2008 390 237 437 3433 2272 1237 1411 769 1797 242 609 997 854 2315 36 1203 511 2251 39 56 44 1742 102 378 272 34 79 47 internal_value=-2.26033e-05 -0.00298962 0.00658307 0.00820493 -0.00134693 0.00013589 0.00184825 0.00485491 0.0065627 0.0136031 -5.4418e-05 0.0106553 0.00348135 -0.00346261 0.0164628 -0.00505459 0.00831827 -0.0116347 -0.00688607 -0.00242526 -0.00224411 -0.00252751 0.0126831 -0.00590693 -0.0034806 0.00249708 0.0129864 0.0132821 -0.00945368 0.00197855 internal_weight=8553.01 5902.04 2650.97 2366.07 4959.64 3542.76 2400.48 1460.01 1176.89 906.054 1653.64 505.498 671.392 1142.28 587.928 1416.87 318.126 942.4 284.905 1014.1 283.122 173.6 313.613 1278.1 572.593 141.578 176.548 25.3282 616.197 37.5323 internal_count=27017 19107 7910 6953 15770 11174 7502 4363 3499 2590 5230 1479 2020 3672 1667 4596 923 3337 957 3248 864 567 898 4159 1844 414 509 73 2134 126 is_linear=0 shrinkage=0.03 Tree=42 num_leaves=31 num_cat=0 split_feature=4 3 5 0 0 7 5 3 2 2 6 5 3 7 8 7 2 4 9 7 6 3 6 2 8 7 7 9 8 9 split_gain=182.416 83.8201 76.629 40.3085 32.9243 26.4147 25.3913 23.633 20.7959 19.0324 14.0589 12.5583 11.8058 11.7432 11.3915 11.1022 10.2328 9.39869 8.59105 7.96587 7.9386 7.86449 7.61679 7.53887 7.13385 6.62195 6.59677 6.5779 6.43447 7.85859 threshold=1.5550000000000008 1.7000000000000004 1.5450000000000002 725.00000000000011 575.00000000000011 1.7000000000000004 1.2050000000000007 1.9000000000000001 2.7000000000000006 1.7000000000000004 1.7000000000000004 2.0750000000000011 0.90000000000000013 0.70000000000000007 7.5000000000000009 1.1000000000000003 1.3 1.8900000000000006 3.5000000000000004 2.1000000000000005 0.90000000000000013 1.5000000000000002 0.90000000000000013 2.1000000000000005 3.9000000000000004 1.5000000000000002 2.9000000000000004 6.3000000000000016 6.5000000000000009 6.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 4 7 9 11 16 8 17 20 12 -3 -8 -14 15 -9 24 -4 -18 21 -2 -11 -6 -24 -1 -22 -12 -16 -13 -30 right_child=2 5 3 -5 22 -7 10 14 -10 19 26 28 13 -15 27 -17 18 -19 -20 -21 25 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0030776719836096492 0.0091608709027577468 -0.0090787056574934463 -0.0020881848526468944 0.012498579784040552 0.018940113926463154 -0.00062908930918959439 0.0026159596051281786 -0.012078931814151369 0.017286987615656016 0.010636583967066114 -0.0058992285196780847 -0.016720297278583068 -0.0093156576510269144 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566 697 745 1423 727 189 1295 2688 977 561 3844 78 679 361 623 846 279 940 300 561 318 1965 738 35 84 21 45 internal_value=-2.75399e-05 -0.00314954 0.00528083 0.000297437 0.00905318 -0.00911023 -0.00112061 -0.0015837 0.00172292 0.006702 -0.00266758 -0.0108798 -0.00129717 -0.002568 -0.00628083 -0.00773872 0.0020537 0.000226633 0.00585489 0.0103158 0.00354766 0.00897831 0.0150891 0.012048 0.000464788 0.00196124 -0.0056185 0.00614892 -0.0156679 -0.000306671 internal_weight=9906.31 6237.73 3668.58 1580.58 2088 1584.04 4653.68 1369.45 803.681 1502.67 3128.87 1310.59 2136.62 1612.84 565.765 506.372 1524.82 733.194 449.491 700.328 802.338 596.151 585.334 327.057 1075.33 625.545 992.244 59.3928 358.235 22.968 internal_count=27017 17108 9909 4309 5600 4446 12662 3743 2175 4024 8551 3701 5828 4405 1568 1406 4111 1986 1207 1874 2150 1595 1576 879 2904 1678 2723 162 1043 66 is_linear=0 shrinkage=0.03 Tree=43 num_leaves=31 num_cat=0 split_feature=8 0 4 12 5 5 8 7 10 4 5 4 9 6 5 4 5 9 3 13 11 4 12 4 4 6 12 9 12 5 split_gain=20.1558 11.8379 7.93472 7.91151 9.45382 6.30172 6.24708 5.34083 5.1923 7.46828 5.069 5.72935 5.4515 4.9821 5.42591 4.96245 4.91627 4.48222 9.02312 4.34544 5.01835 4.3038 4.29782 4.10795 4.68744 4.88129 4.10555 4.02125 3.9291 3.8575 threshold=6.3000000000000016 575.00000000000011 1.8600000000000005 2.9000000000000008 2.0750000000000011 1.3050000000000006 3.9000000000000004 2.1000000000000005 -0.49999999999999994 1.8550000000000004 1.4150000000000007 1.4250000000000005 3.3000000000000003 1.1000000000000003 1.0450000000000006 2.1350000000000011 2.225000000000001 3.7000000000000006 1.3 1.9000000000000001 -0.66666666666666619 1.5650000000000008 1.5000000000000002 2.3550000000000009 2.0950000000000011 1.5000000000000002 3.7000000000000006 7.3000000000000016 2.1000000000000005 1.4650000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 4 10 -4 7 16 17 27 11 -1 -12 14 -5 -16 22 18 -2 20 -15 -20 -3 24 25 -8 -26 -10 -7 -19 right_child=2 6 5 13 -6 28 23 -9 9 -11 12 -13 -14 19 15 -17 -18 29 21 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.0024903214682385007 -0.0070352248558467568 0.018662759671868326 -0.012018213998004358 -0.01182085029061034 -0.0080030416120220587 0.013698961319543261 -0.0056174139319910294 -0.011339866910123999 0.00058620659322601099 0.031916099119871554 0.012843120225157439 -0.00094039934893088394 0.0033826021697576907 0.005295340264169608 0.0031873390152909378 -0.0073499364591100595 -0.01254578324077063 -0.012151372314280706 0.036652147734266449 -0.00097397396116608752 -0.012998428660745411 0.0034388314275773033 0.0035741212590141695 -0.01440295368570829 -0.0034787957851941235 -0.00054062440486384868 0.012906883973494454 -0.0098157736923839591 -0.0048954954333812386 -0.0033383338018938271 leaf_weight=1410.9870697855949 24.958030581474304 18.882988661527634 131.28645373880863 25.039138749241829 80.843153700232506 10.527950957417486 443.92634755373001 23.533703804016113 454.44206160306931 6.6128745079040518 57.161007046699524 635.38875612616539 1337.7864064872265 17.863678604364395 560.41337016224861 43.334017142653465 15.394503206014631 80.945562988519669 8.3979417681694013 1120.2075764089823 55.193876415491104 6.0344032049179068 169.46906711161137 29.631065830588341 25.438168555498123 276.68873755633831 29.982895135879517 36.105577200651169 358.35971556603909 99.821392178535461 leaf_count=4880 92 64 532 93 291 39 1623 84 1636 23 198 2263 4663 64 1981 163 57 299 28 3981 198 22 595 117 97 986 112 131 1344 361 internal_value=6.37582e-05 0.000739042 -0.00347335 0.0013073 0.0021375 -0.00637369 -0.00220096 0.0021916 -0.00145099 0.000247505 0.00237572 0.0014251 0.00377027 -0.00029755 0.0018635 0.00243103 0.00375454 -0.00528653 0.0038834 -0.0014363 -0.00852533 0.0227651 0.00508681 -0.00344011 -0.00302152 -0.00366812 0.00538589 -0.000179406 -0.00436481 -0.00728472 internal_weight=7594.66 6377.17 1217.49 5344.22 3522.17 500.174 1032.95 227.28 717.318 497.161 3441.32 2046.38 1394.95 1822.05 628.787 603.747 203.747 220.157 39.3904 1193.27 73.0576 14.4323 188.352 805.667 776.036 720.615 55.4211 490.548 368.888 180.767 internal_count=27017 22510 4507 18775 12295 1915 3735 800 2592 1790 12004 7143 4861 6480 2237 2144 716 802 142 4243 262 50 659 2935 2818 2609 209 1767 1383 660 is_linear=0 shrinkage=0.03 Tree=44 num_leaves=31 num_cat=0 split_feature=5 4 4 5 7 5 2 0 9 7 5 6 6 3 2 4 7 7 9 7 2 9 9 8 3 4 5 13 3 12 split_gain=175.586 88.6012 54.3998 35.7529 30.8676 25.7301 21.3144 18.2071 17.6386 15.7583 14.5766 13.6185 12.9675 12.6809 11.1301 10.6987 10.2706 8.98458 8.56951 8.44662 8.31944 8.28016 7.73102 8.62125 8.53073 7.40618 6.97723 6.84598 6.76647 6.72668 threshold=1.7250000000000003 1.8050000000000004 1.7850000000000004 1.9850000000000003 1.7000000000000004 1.4550000000000007 1.3 725.00000000000011 5.1000000000000005 1.7000000000000004 2.5050000000000012 1.1000000000000003 1.1000000000000003 1.7000000000000004 2.9000000000000004 0.9650000000000003 1.9000000000000001 0.50000000000000011 5.7000000000000002 0.70000000000000007 1.1000000000000003 5.1000000000000005 4.3000000000000016 5.5000000000000009 1.5000000000000002 1.1050000000000006 1.6850000000000005 1.5000000000000002 1.1000000000000003 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 5 6 8 13 -1 10 20 27 19 -4 22 -6 21 -13 -14 -2 -5 -15 29 26 -25 -8 -24 -7 -20 -3 right_child=2 14 7 9 15 11 25 -9 -10 -11 -12 17 18 16 -16 -17 -18 -19 28 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0014078539519334376 0.01034291307870234 -0.0010604658058416773 -0.0066862627654681967 0.017153677583637776 0.0030058601838956721 0.0064272075860388181 0.0049760185367454073 -0.014052535413023702 0.0055896581063439154 0.0013094490758097923 0.024592794309447986 0.016408097907083377 0.0046005156160514021 -0.0043565178860671683 -0.019637135325072233 -0.0056197650815720257 -0.01625992012855617 0.0049812628308974231 0.0016589124426790345 -0.0021374368645162229 0.010244262051294219 0.0091345987616050506 -0.0037797496617915237 -0.01294158926229323 -0.0022083286007064848 -0.0058730537993948598 0.019903923637716363 -0.0029577869194940881 0.013104136516291685 -0.014710494863636646 leaf_weight=1091.2885795235634 61.036809682846069 36.372246950864792 133.79324942827225 289.02360996603966 143.39345809817314 90.472354054450989 60.745288878679276 90.503906905651093 461.22701987624168 80.633443176746368 125.63182187080383 66.955261915922165 367.67491427063942 51.846291214227676 115.12251541018486 1327.8432784974575 19.610901981592178 824.811647772789 55.657726854085922 243.55899414420128 342.93111142516136 194.70089668035507 174.1308611035347 264.29968768358231 89.115686506032944 836.05379596352577 11.964277058839796 308.44344729185104 282.23024892807007 304.56706583499908 leaf_count=3452 179 123 440 815 451 282 193 304 1443 240 345 200 1088 162 428 4330 63 2500 164 732 974 591 606 936 309 2731 40 970 820 1106 internal_value=-2.47381e-05 -0.00266447 0.00698058 0.00933739 -0.00109781 0.000350319 -0.001456 -0.00190152 0.000670993 0.0139177 0.0152597 0.00377815 0.00553667 0.000848095 -0.010865 -0.00477907 0.00463549 0.00583921 0.00776998 0.000363454 0.0134043 0.00629756 -0.00971798 -0.00748325 -0.0102351 -0.00513818 -0.0022571 -0.000829311 0.0112189 -0.0132543 internal_weight=8545.64 6206.81 2338.83 1848.38 5211.23 3740 2449.31 490.455 1552.52 838.22 757.587 1290.68 1010.16 399.951 995.572 1471.24 266.158 891.767 705.563 304.596 631.955 246.547 880.45 539.511 353.415 896.799 186.095 398.916 337.888 340.939 internal_count=27017 20100 6917 5357 16552 11771 7819 1560 4895 2374 2134 3952 2983 1256 3548 4781 816 2700 2072 911 1789 753 3120 1891 1245 2924 646 1252 984 1229 is_linear=0 shrinkage=0.03 Tree=45 num_leaves=31 num_cat=0 split_feature=4 3 5 0 2 7 5 7 6 5 4 3 6 7 5 7 8 7 9 2 4 3 5 4 0 0 2 8 9 11 split_gain=171.553 79.5013 72.472 53.5842 31.2994 25.0393 23.9721 23.7374 21.7962 14.2234 14.1654 13.4677 13.4425 14.4459 11.8488 10.0807 9.80271 9.79754 9.6448 8.94429 8.52589 9.18686 7.58825 7.21339 7.00604 6.65896 6.33113 6.24735 7.54601 6.17471 threshold=1.5550000000000008 1.7000000000000004 1.8600000000000005 725.00000000000011 2.3000000000000003 1.7000000000000004 1.2050000000000007 1.1000000000000003 0.90000000000000013 1.5050000000000006 2.1250000000000004 1.5000000000000002 1.1000000000000003 2.9000000000000004 2.0750000000000011 1.1000000000000003 4.7000000000000002 1.7000000000000004 6.5000000000000009 2.1000000000000005 2.0850000000000013 1.5000000000000002 1.5450000000000002 2.1350000000000011 200.00000000000003 575.00000000000011 1.1000000000000003 6.5000000000000009 6.1000000000000005 1.8333333333333337 decision_type=2 2 2 2 2 2 2 2 2 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 8 14 16 20 22 -10 25 -6 15 18 26 -8 17 19 -14 -1 21 -4 -2 -13 -23 -9 -3 -16 -29 -5 right_child=2 5 7 29 11 -7 12 10 9 -11 -12 23 13 -15 27 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0029487110935291169 0.011618754577878098 -0.011170271280440356 0.0027338330804821892 0.017520584948268293 0.015913804562014872 -0.00062199226096881235 -0.0037447698017164504 -0.0040341400113207849 0.0043380563759892656 -0.0015723380075105572 0.013494307617667888 -0.00043927522898486946 -0.0032773642479076918 0.018392867180717073 -0.016321284652170167 0.0027427636827155009 0.004857229136049147 0.0043182576565859148 -0.0087743131863949799 0.018805774368554132 -0.00069112118897271069 0.0034343025484235442 0.0036463302857717185 0.01397135064526017 -0.015366157117219578 0.0077023277041736492 -0.0062636809079687676 0.024870044487983738 -0.011985766791357646 -0.010017054476708556 leaf_weight=568.83307272195816 367.17525944113731 502.12660181522369 34.604914844036102 414.36689275503159 323.89465743303299 273.4171721637249 336.0817879140377 190.21950635313988 1015.2973737418652 573.40427359938622 75.592785596847534 88.018600165843964 1822.3296961784363 25.904452204704285 332.64649412035942 601.13167461752892 631.87142506241798 306.81749644875526 341.03148302435875 17.533770382404327 82.614912331104279 19.440359205007553 151.90111815929413 48.481279730796814 216.61212742328644 56.411345839500427 447.71560207009315 7.3725605309009579 15.53467410802841 7.4602805376052848 leaf_count=1539 982 1410 95 1120 870 745 922 526 2720 1554 202 237 4988 70 977 1628 1699 826 943 47 222 54 410 130 614 153 1248 21 45 20 internal_value=-3.0605e-05 -0.00306034 0.00511912 0.00712413 0.00549648 -0.00887715 -0.00108601 -0.0037558 0.00394863 0.00220484 0.00213268 0.0125829 -0.00259016 -0.00387724 -0.0106062 0.000416355 0.00199761 -2.53825e-05 -0.0041439 -0.0022982 -0.00912674 -0.0117016 0.00928573 0.00467901 -0.0138178 -0.00134968 -0.00885751 -0.0152777 -0.000123938 0.0170336 internal_weight=9895.84 6230.35 3665.5 2990 2568.17 1578.81 4651.53 675.496 2107.78 1588.7 322.224 460.395 3126.48 2189.27 1305.4 937.213 1525.06 893.184 2163.36 586.367 353.272 270.657 519.076 136.5 236.052 246.631 949.842 355.554 22.9072 421.827 internal_count=27017 17108 9909 8043 6903 4446 12662 1866 5666 4274 881 1237 8551 6001 3701 2550 4111 2412 5931 1586 985 763 1392 367 668 679 2658 1043 66 1140 is_linear=0 shrinkage=0.03 Tree=46 num_leaves=31 num_cat=0 split_feature=8 0 5 2 3 5 2 11 7 7 0 7 6 13 9 11 12 12 4 9 4 7 5 9 6 10 9 5 5 8 split_gain=19.1794 11.7118 8.84962 6.52784 7.1708 6.34805 6.27424 7.52599 7.64909 4.70484 4.62345 4.55671 4.31616 5.72087 4.28178 4.07548 3.99847 5.13997 4.15112 3.96247 3.56366 3.30587 2.90558 2.87609 2.59249 2.5816 2.40332 9.31785 5.08101 2.64945 threshold=6.9000000000000012 725.00000000000011 2.265000000000001 2.3000000000000003 1.5000000000000002 2.1550000000000011 1.7000000000000004 1.8333333333333337 0.3000000000000001 2.7000000000000006 475.00000000000006 1.3 0.90000000000000013 2.1000000000000005 3.5000000000000004 1.8333333333333337 3.5000000000000004 3.9000000000000008 1.7650000000000006 3.7000000000000006 1.5450000000000006 1.3 1.2950000000000006 5.3000000000000016 0.70000000000000007 1.5000000000000004 4.5000000000000009 1.5550000000000008 1.1850000000000007 7.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 9 20 15 25 8 -8 19 -11 24 -7 -14 -6 22 18 21 -4 -1 -5 -18 -3 -19 -10 26 27 28 -2 -29 right_child=6 5 16 4 14 12 7 -9 11 10 -12 -13 13 -15 -16 -17 17 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.0030457969830535009 0.0042746911928707686 -0.011695982185631976 -0.011253866303644547 0.0044105609757306768 -0.013381347451764105 -0.0049355793140325932 0.025103621574123967 0.018275394733628041 -0.012607061096964923 0.0017329769996665973 -0.0092312837080458683 -0.013513931368267985 0.041788264519624814 0.0034040150603956054 0.0042598817919559792 0.015567898673583595 0.0023611552261341936 0.0056522748736479176 0.012976118519117709 0.0010227695797762298 -0.0076217758689917517 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-0.00532372 -0.00476123 -0.00807624 -0.0089579 0.00126092 -0.00418717 -0.00967434 0.00899233 0.0199477 0.00248403 -0.00668348 -0.00452432 -0.00183795 -0.00949529 0.00139049 -0.00625905 0.00684843 -0.00729848 -0.00488214 -0.00580852 -0.00223346 -0.00261765 0.000745797 -0.00288288 0.0190243 internal_weight=7592.39 6918.51 6625.02 6355.54 357.364 293.493 673.879 291.541 282.103 5998.17 139.345 276.291 25.4583 14.2498 136.776 268.034 269.482 174.941 94.5402 5858.83 220.587 45.3989 260.825 129.542 137.675 382.337 373.271 126.435 105.493 20.9426 internal_count=27017 24474 23354 22350 1321 1120 2543 1138 1103 21029 492 1082 93 52 496 1027 1004 648 356 20537 825 168 1000 480 528 1405 1371 466 392 74 is_linear=0 shrinkage=0.03 Tree=47 num_leaves=31 num_cat=0 split_feature=5 4 4 3 7 9 6 3 7 4 0 2 5 3 4 0 3 7 4 11 6 9 8 6 9 8 6 7 13 9 split_gain=165.406 84.1504 57.7287 42.6082 27.5119 23.7504 22.415 19.1001 18.2242 14.2959 13.5328 11.4641 10.3014 10.1553 9.67681 8.87869 8.65004 8.4124 8.31722 8.21994 7.84624 6.64081 6.53599 6.45442 8.88111 5.77849 5.6619 7.28478 9.70193 5.55688 threshold=1.6750000000000003 1.8050000000000004 1.9900000000000007 2.5000000000000004 1.7000000000000004 5.7000000000000002 1.1000000000000003 1.7000000000000004 0.90000000000000013 1.4850000000000005 200.00000000000003 1.3 1.0250000000000006 1.1000000000000003 0.9650000000000003 575.00000000000011 1.7000000000000004 1.3 1.2350000000000005 -2.1666666666666656 0.90000000000000013 8.3000000000000025 6.9000000000000012 1.5000000000000002 6.5000000000000009 3.7000000000000006 2.1000000000000005 1.7000000000000004 4.5000000000000009 5.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 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 9 12 11 13 20 -10 -8 -1 -7 -6 26 -4 22 -14 -11 -2 -18 -5 -16 -25 -19 -3 -28 -29 -27 right_child=2 15 16 17 14 8 7 -9 10 19 -12 -13 18 -15 23 -17 21 25 -20 -21 -22 -23 -24 24 -26 29 27 28 -30 -31 leaf_value=-0.011391124627486184 -0.003660843591830117 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27.068960815668106 691.95490321516991 312.60413488745689 421.89409121870995 18.316996783018112 24.871551930904388 537.57704040408134 32.390124678611755 52.067388266324997 23.211526691913605 6.4371814131736738 7.5970710813999176 44.515541404485703 leaf_count=424 245 2008 390 975 437 110 4191 1084 402 18 1640 2227 997 930 2315 1203 511 77 2251 968 1239 56 71 1742 102 151 79 21 26 127 internal_value=-2.68479e-05 -0.00283695 0.00617768 0.0077008 -0.00128469 0.00562585 0.000125853 0.00176876 0.00859849 0.00179578 0.00574269 0.000649264 -0.003341 0.0140319 -0.00483031 -0.0111395 -0.00663862 0.0154697 -0.00232968 -0.00317608 0.00495014 -0.00246703 0.0176928 -0.00565298 -0.0032828 0.00867777 -0.00901389 0.00231867 0.0193814 0.00524446 internal_weight=8538.13 5876.56 2661.57 2378.86 4950.92 1877.43 3541.87 2403.08 1057.03 820.396 692.865 2044.83 1138.79 364.167 1409.05 925.642 282.709 501.43 1011.7 318.454 501.942 173.234 377.778 1269.99 569.967 123.652 607.631 37.2458 14.0343 96.5829 internal_count=27017 19107 7910 6953 15770 5552 11174 7502 3082 2470 2042 6418 3672 1040 4596 3337 957 1401 3248 986 1484 567 1046 4159 1844 355 2134 126 47 278 is_linear=0 shrinkage=0.03 Tree=48 num_leaves=31 num_cat=0 split_feature=4 5 4 5 5 0 0 7 7 6 7 4 7 8 4 7 8 2 0 3 13 3 10 4 0 5 6 11 2 11 split_gain=161.702 115.67 48.0884 34.3354 34.3011 22.7282 21.1953 15.4986 15.1726 14.4402 13.7929 13.2782 11.266 9.57812 9.4461 9.4213 9.04255 8.93406 8.80917 8.74992 8.22926 8.19547 8.17246 7.93691 7.56986 6.78689 6.53504 6.22257 6.13879 6.07704 threshold=1.8850000000000005 1.5650000000000006 1.3750000000000007 1.8600000000000005 2.0350000000000006 925.00000000000011 725.00000000000011 1.7000000000000004 1.3 0.90000000000000013 1.1000000000000003 2.2350000000000008 1.3 4.5000000000000009 1.5150000000000008 0.70000000000000007 5.7000000000000002 1.3 525.00000000000011 0.3000000000000001 2.1000000000000005 2.3000000000000003 -1.0000000180025095e-35 2.1250000000000004 200.00000000000003 1.4150000000000007 2.3000000000000003 1.8333333333333337 3.5000000000000004 1.8333333333333337 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 11 5 7 9 14 16 18 28 21 -11 -9 -3 -6 17 -1 -4 22 -12 24 -10 -22 -2 -8 -21 -26 -5 -13 right_child=3 4 6 10 15 -7 25 13 19 12 20 29 -14 -15 -16 -17 -18 -19 -20 26 23 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.0064853455158867665 0.0032188072967283409 -0.0074711792921961524 0.0053775547605252058 -0.0072417074459660306 -0.017314614514479899 0.025361633137411865 0.019332707751339957 -0.0047648250817644462 0.027641606043301618 -0.00054894864994993985 0.020686495914042615 0.017312101313679634 0.0042160634600602294 0.0035629486836406743 -0.0028045396466291049 -0.0097635482344617698 0.0026296997152724564 -8.4499824644900982e-05 0.01403120720835953 0.00065430121569457183 -0.0045569181602274893 -0.0064114099440381435 0.0029345175356860721 0.011020456972621887 0.01170116494843282 0.0047299667703284863 -0.0055753359144564306 -0.010137673261231172 0.020588084374019669 -0.0063708111399600597 leaf_weight=855.14146783947945 123.04421332478523 1265.9356014430523 381.64170998334885 150.52007520198822 204.85851037502289 22.782045662403107 103.68216422200203 221.62077593803406 19.847145020961761 790.58516630530357 30.561232775449753 322.86234286427498 1026.2424200773239 283.04944974184036 564.43525436520576 542.55368748307228 159.17027768492699 254.70812246203423 146.51669299602509 1338.7340923249722 59.000194162130356 28.150059849023819 30.666282176971436 58.751606613397598 659.93357083201408 39.579516619443893 170.90035083889961 11.955024391412733 7.4884437024593344 10.055026084184645 leaf_count=2349 329 3550 1021 412 603 61 279 606 53 2134 82 875 2752 766 1550 1562 431 695 392 3615 160 76 82 157 1774 106 466 32 20 27 internal_value=-3.36834e-05 -0.00163246 0.00105415 0.00917493 -0.00623303 -0.00445781 0.00409625 -0.00474874 -0.00162137 0.00341188 0.000244729 0.0115413 0.00214259 -9.41081e-05 -0.00603212 -0.0118332 -0.00405734 -0.00501637 0.00777817 0.000360034 0.00681542 0.00949646 0.0126421 0.00321533 0.0100598 0.0152983 -5.09339e-05 0.0113126 -0.00592278 0.0165968 internal_weight=9884.97 8422.65 5317.42 1462.32 3105.24 2357.82 2488.25 2335.04 2829.17 2344.99 306.322 1156 1816.83 504.67 1830.37 747.412 1269.02 1109.85 528.158 1560.15 148.313 823.083 50.5134 117.752 794.933 143.262 1509.63 671.889 158.009 332.917 internal_count=27017 23073 14375 3944 8698 6533 6684 6472 7691 6299 831 3113 4886 1372 5100 2165 3475 3044 1413 4216 399 2211 135 317 2135 385 4081 1806 432 902 is_linear=0 shrinkage=0.03 Tree=49 num_leaves=31 num_cat=0 split_feature=8 0 5 5 2 3 2 11 7 7 0 7 9 6 13 12 12 4 11 9 4 7 5 9 5 10 10 5 9 5 split_gain=18.236 10.8771 8.41682 6.03285 5.98615 6.74038 5.97304 7.19008 7.31097 4.47212 4.48109 4.42937 4.12787 4.10507 5.27338 3.91005 4.91687 3.99829 3.83013 3.79826 3.37542 3.11513 2.82816 2.7642 2.56915 2.47149 2.38809 2.35048 2.32714 8.81574 threshold=6.9000000000000012 725.00000000000011 2.265000000000001 2.1550000000000011 2.3000000000000003 1.5000000000000002 1.7000000000000004 1.8333333333333337 0.3000000000000001 2.7000000000000006 475.00000000000006 1.3 3.5000000000000004 0.90000000000000013 2.1000000000000005 3.5000000000000004 3.9000000000000008 1.7650000000000006 1.8333333333333337 3.7000000000000006 1.5450000000000006 1.3 1.2950000000000006 5.3000000000000016 0.95000000000000018 1.5000000000000004 1.0000000180025095e-35 1.3350000000000006 4.5000000000000009 1.5550000000000008 decision_type=2 2 2 2 2 2 2 2 2 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 18 9 20 25 8 -8 19 -11 24 -7 -5 -15 17 21 26 22 -1 -6 -17 -3 -18 -10 28 -4 -24 29 -2 right_child=6 3 15 13 5 12 7 -9 11 10 -12 -13 -14 14 -16 16 23 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.002973255085693119 -0.0028005529750202746 -0.011442667270107993 -0.014745197519026844 -0.0048514298642875287 0.0043282346193490723 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11.513533174991606 109.21658255159855 131.78994339704514 9.1261582821607572 30.591156885027885 159.20324468612671 246.20819668471813 21.150988161563873 leaf_count=3725 392 352 215 41 88 50 21 35 21 226 266 554 446 22 30 129 73 25 27 16812 737 39 45 407 507 34 116 603 905 74 internal_value=7.65721e-05 0.000534596 0.000784133 -0.00513545 0.00100387 -0.00277634 -0.00464446 -0.00789389 -0.00876603 0.001228 -0.00409097 -0.00947611 0.00244571 0.0087851 0.0193836 -0.00441783 -0.00176114 -0.00934952 -0.00647276 0.00135406 -0.00604027 0.00671453 -0.00707686 -0.00475218 -0.00566059 -0.00217986 -0.0110916 -0.00482413 -0.00255765 0.00075142 internal_weight=7590.09 6918.84 6627.18 291.66 6358.59 355.913 671.251 289.526 279.998 6002.68 138.972 274.116 136.894 25.5631 14.3838 268.589 174.556 94.033 266.096 5863.71 219.019 45.5322 258.806 129.024 136.986 381.725 87.1239 170.717 372.599 126.39 internal_count=27017 24474 23354 1120 22350 1321 2543 1138 1103 21029 492 1082 496 93 52 1004 648 356 1027 20537 825 168 1000 480 528 1405 331 648 1371 466 is_linear=0 shrinkage=0.03 Tree=50 num_leaves=31 num_cat=0 split_feature=5 4 0 3 7 4 6 5 7 4 0 9 9 5 7 2 3 0 7 4 9 9 10 4 0 6 7 13 8 7 split_gain=155.661 79.978 54.4246 41.5901 26.1468 24.8999 21.2071 18.3946 18.0183 16.4143 14.7072 13.4664 13.3319 9.92703 9.66299 9.48456 8.79397 8.58968 8.1198 7.88002 6.67897 6.56707 6.46702 6.29146 5.91591 5.46333 6.96188 9.08066 5.26664 5.1239 threshold=1.6750000000000003 1.8050000000000004 725.00000000000011 2.1000000000000005 1.7000000000000004 1.6100000000000005 1.1000000000000003 1.4550000000000007 1.5000000000000002 2.0850000000000013 200.00000000000003 7.5000000000000009 5.1000000000000005 1.0250000000000006 1.7000000000000004 1.1000000000000003 1.3 575.00000000000011 0.70000000000000007 1.2350000000000005 4.3000000000000016 7.5000000000000009 0.83333333333333337 0.9650000000000003 475.00000000000006 2.1000000000000005 1.7000000000000004 4.5000000000000009 2.5000000000000004 0.50000000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 8 13 12 11 10 20 -2 -8 -1 -12 23 -7 25 -18 -15 -5 -11 -10 -6 -23 29 -27 -28 -9 -3 right_child=2 17 -4 9 15 16 7 28 22 21 14 -13 -14 19 -16 -17 18 -19 -20 -21 -22 24 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.011185667419102891 0.0071815194733610092 0.0047416193606764608 -0.011950220870926979 -0.017701254789489071 0.0043349604568162841 -0.0085027618778375103 -0.0018078082210466024 0.018954805230290434 0.002284938456741627 -0.0086855655599581659 0.015272276704465416 0.017895854800619938 0.0040834680527404542 0.0016264358135455309 0.0040089161435066202 -0.0070535478478488366 0.010159067709359473 -0.014922156728614669 -0.0016174248927516735 -0.0040691137419533504 0.005075717962351122 -0.0065217987544868529 -0.0096790545171869125 -0.0034359438551616584 0.032198601385377286 -0.0078190402108621396 0.044766788534823805 -0.0034590400296875159 0.0051343326536063038 -0.010105675986370747 leaf_weight=126.30385076999664 634.93038362264633 21.755050957202911 144.10941091179848 13.373336553573607 112.9356484413147 129.68873462080956 1160.5826277136803 25.693777680397034 279.44523745775223 46.503352373838425 734.7582585811615 126.63157069683075 492.38616272807121 319.99650144577026 75.605570286512375 739.64663246273994 65.653220891952515 313.89872977137566 266.93862757086754 690.12174406647682 86.729422092437744 6.5254839956760389 47.587034732103348 552.44918724894524 7.791591465473175 23.091700613498688 6.5556563436984998 7.5736556351184845 726.33791196346283 544.57208415865898 leaf_count=424 1849 76 480 39 354 417 3687 77 844 152 2059 360 1543 997 224 2448 200 1203 847 2251 251 20 144 1794 24 79 21 26 2195 1932 internal_value=-2.91002e-05 -0.0027618 0.00598089 0.00700542 -0.00125291 0.00395672 0.000120937 0.00171676 0.00643386 0.0118733 0.0128813 0.00896309 -5.29155e-05 -0.00325629 0.0142214 -0.00471573 -0.00187654 -0.010897 0.00070724 -0.00226481 0.0020328 -0.00321582 0.000544037 -0.00211699 0.0145505 -0.00880359 0.00232995 0.0189166 0.00560652 -0.00953533 internal_weight=8530.17 5863.9 2666.27 2522.16 4946.45 1550.87 3541.42 2405 1088.59 971.287 910.467 761.562 1652.97 1136.42 810.364 1405.03 462.281 917.447 332.592 1010.12 100.103 60.8204 327.032 665.385 14.3171 603.548 37.221 14.1293 752.032 566.327 internal_count=27017 19107 7910 7430 15770 4661 11174 7502 3197 2769 2573 2209 5230 3672 2283 4596 1464 3337 1047 3248 290 196 988 2148 44 2134 126 47 2272 2008 is_linear=0 shrinkage=0.03 Tree=51 num_leaves=31 num_cat=0 split_feature=4 3 5 0 6 7 5 3 2 2 0 6 3 2 5 8 7 7 8 7 2 5 8 4 4 9 8 9 2 7 split_gain=152.795 72.0028 64.2334 34.7592 28.9037 22.851 21.9284 20.3838 18.6785 18.6536 15.132 12.8817 11.014 10.9149 10.8591 10.5131 9.78414 9.67468 9.19086 9.05096 8.45045 8.33597 8.08157 7.76888 6.22526 6.07981 6.07104 7.23186 6.01486 6.01453 threshold=1.5550000000000008 1.7000000000000004 1.5450000000000002 725.00000000000011 0.90000000000000013 1.7000000000000004 1.2050000000000007 1.9000000000000001 2.7000000000000006 1.7000000000000004 200.00000000000003 1.7000000000000004 0.90000000000000013 1.3 2.0750000000000011 7.5000000000000009 1.1000000000000003 1.5000000000000002 4.7000000000000002 1.7000000000000004 2.1000000000000005 1.2650000000000006 5.9000000000000012 1.8900000000000006 2.015000000000001 6.3000000000000016 6.5000000000000009 6.1000000000000005 1.1000000000000003 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 4 7 10 14 18 8 23 17 -2 12 -8 -14 28 16 -9 22 19 20 -1 -11 -6 -4 -12 -17 -16 -28 -3 -23 right_child=2 5 3 -5 9 -7 11 15 -10 21 24 -13 13 -15 26 25 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.002854125144254302 0.0035673931371532183 -0.010708617080976835 -0.001950678733307874 0.011601355489688632 -0.0037563813532811279 -0.00057266195970560613 0.0026281302981997221 -0.011387520502459605 0.016342527546475208 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15.365427106618879 445.74397733807564 147.86978384852409 leaf_count=1539 298 1410 1363 566 678 745 1423 727 189 906 879 2723 3061 1344 977 78 679 896 1699 826 47 556 447 623 543 84 21 45 1248 397 internal_value=-3.68489e-05 -0.00289982 0.00482782 0.000256881 0.0082852 -0.00845707 -0.00102377 -0.00149359 0.00157441 0.00593687 0.0136039 -0.00246418 -0.00115197 -0.00238144 -0.0101198 -0.00587505 -0.00728314 0.00267276 0.0019247 -3.47794e-05 -0.002221 0.00949671 -0.000367636 0.000156295 0.015731 0.00608018 -0.014627 0.00036247 -0.00844608 0.00628956 internal_weight=9873.72 6215.66 3658.06 1575.34 2082.72 1568.74 4646.92 1364.75 802.69 1444.81 637.918 3121.82 2132.89 1609.42 1295.52 562.062 502.837 753.709 1525.1 892.958 585.953 691.097 418.687 732.365 526.362 59.2245 350.82 22.742 944.705 354.865 internal_count=27017 17108 9909 4309 5600 4446 12662 3743 2175 3880 1720 8551 5828 4405 3701 1568 1406 2021 4111 2412 1586 1859 1125 1986 1422 162 1043 66 2658 953 is_linear=0 shrinkage=0.03 Tree=52 num_leaves=31 num_cat=0 split_feature=8 0 5 4 5 12 8 2 8 12 7 10 4 5 9 9 3 11 10 4 6 7 4 9 7 7 4 4 6 12 split_gain=17.2767 10.3295 7.0371 6.93539 5.96389 6.87728 5.72511 5.27373 6.87035 5.92968 5.12991 4.98403 7.08303 4.66312 6.89781 4.27897 8.40575 4.17172 3.95977 3.91574 4.06669 3.89749 3.89666 3.88751 4.4059 3.96985 3.82082 4.84717 4.50144 3.87341 threshold=6.3000000000000016 575.00000000000011 2.4450000000000007 1.8600000000000005 1.3050000000000006 1.9000000000000001 3.9000000000000004 1.9000000000000001 6.1000000000000005 4.5000000000000009 2.1000000000000005 -0.49999999999999994 1.8550000000000004 1.3850000000000005 4.3000000000000016 3.7000000000000006 1.3 -0.33333333333333309 1.5000000000000004 2.8450000000000011 0.90000000000000013 1.3 1.5650000000000008 5.3000000000000016 0.70000000000000007 1.3 2.3550000000000009 2.0950000000000011 1.5000000000000002 3.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 11 -5 -6 10 18 17 -10 13 15 23 14 -3 16 -2 -9 -1 20 -7 -20 -18 24 -13 -25 27 28 -8 -29 right_child=3 6 -4 4 5 19 26 8 9 -11 -12 12 -14 -15 -16 -17 22 -19 21 -21 -22 -23 -24 25 -26 -27 -28 29 -30 -31 leaf_value=0.0016005341338818032 -0.0067867486483536689 0.00089270517324763633 -0.0062793671499726898 -0.011510405012922428 0.029711701514803155 -0.0093560202149078307 -0.0053811404662877553 0.00099554665097729153 0.0059348961956760269 0.037550175677663972 -0.011158524753092021 0.01206984203017337 0.03100049298879189 0.00024188911605114064 0.019178290142792872 -0.0070572106384363389 0.034900096075631652 -0.0039428807950762628 0.012017998769939975 0.010045778561063944 -0.002621003451317913 0.0018845439839738636 0.0034322691204500288 -0.0067264563579967872 0.00077367996503419718 0.0018433992555330746 -0.013942155632347302 -0.0029571417772783306 -0.00049651760081609255 0.013040143444866903 leaf_weight=4439.0254053324461 24.747727498412132 38.702545493841171 109.867636308074 128.24247269332409 5.3697306513786307 129.73804865777493 440.50048997998238 268.15170365571976 30.637750625610352 6.466085582971572 23.378820940852165 35.453752845525742 6.6915895938873282 129.63016580045223 35.68678392469883 179.38597358763218 8.5790729224681836 361.48378765583038 66.120712399482727 15.934278652071951 213.41679598391056 70.66877219080925 6.0315768718719474 120.38167381286621 251.62619544565678 81.641458913683891 28.946115076541901 25.02881196141243 276.30311961472034 29.889726221561432 leaf_count=15466 92 135 416 532 20 501 1623 968 112 22 84 125 23 457 124 660 28 1315 230 62 800 246 22 438 908 296 117 97 986 112 internal_value=8.30762e-05 0.000705757 0.00123477 -0.00320791 -0.00594621 -0.00398833 -0.00204847 0.00139225 -0.00110042 0.0114445 0.00215237 -0.00131975 0.000344493 0.00367768 0.00966485 -0.00509183 0.00386591 -0.00183968 0.00175545 -0.00449227 -0.00516734 0.00678281 0.0219095 -7.49227e-05 0.00216873 -0.00326321 -0.00324155 -0.00284018 -0.00349829 0.00574947 internal_weight=7587.73 6380.49 5352.42 1207.24 492.701 364.459 1028.07 5242.55 666.739 37.1038 227.398 714.539 495.795 204.019 74.3893 218.744 39.3584 629.635 4575.81 359.089 343.155 136.789 14.6106 489.103 287.08 202.023 800.668 771.722 716.804 54.9185 internal_count=27017 22510 18775 4507 1915 1383 3735 18359 2417 134 800 2592 1790 716 259 802 142 2283 15942 1363 1301 476 50 1767 1033 734 2935 2818 2609 209 is_linear=0 shrinkage=0.03 Tree=53 num_leaves=31 num_cat=0 split_feature=5 0 4 5 4 7 6 5 7 4 4 11 9 0 6 7 8 7 9 2 8 11 13 9 5 6 13 4 0 8 split_gain=146.523 69.9827 64.7461 48.7943 29.1469 24.1082 21.0432 15.2382 14.8546 13.9495 12.6679 13.7112 11.7562 11.6327 11.4111 10.7794 10.7712 9.79718 8.3642 7.50714 6.98777 6.02781 5.90072 5.8447 5.28266 5.04157 7.20754 10.2219 6.94197 8.03912 threshold=1.5650000000000006 725.00000000000011 1.5350000000000008 1.9400000000000006 1.8900000000000006 1.7000000000000004 0.90000000000000013 1.0950000000000004 1.5000000000000002 1.4350000000000007 1.0950000000000009 -1.1666666666666663 7.7000000000000002 875.00000000000011 0.90000000000000013 0.90000000000000013 4.1000000000000005 0.90000000000000013 3.7000000000000006 1.1000000000000003 5.9000000000000012 1.1666666666666672 4.1000000000000005 4.9000000000000012 1.2050000000000007 1.9000000000000001 4.7000000000000011 1.0450000000000006 475.00000000000006 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 7 4 8 9 -4 25 14 17 11 24 -11 18 -2 21 -10 -5 -8 -17 -20 -12 -7 -13 -9 28 27 -27 29 -1 right_child=1 -3 6 5 -6 22 13 10 16 12 15 23 -14 -15 -16 19 -18 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0057988074738544015 0.00015162405601840015 -0.013207782167326848 -0.013124909835751521 0.019805824181868527 -0.0069851408146531123 -0.0049761224719230444 -0.009633986689456385 -0.0032512857590611967 0.0059639261055753137 0.0062305215394081103 0.0045300496627979784 0.00010864611623058699 0.017470571798855593 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1845 690 802 308 984 26 605 1186 1124 1109 302 263 3113 2195 1207 803 1858 2520 1124 96 62 798 132 136 89 330 863 837 internal_value=-3.12744e-05 0.00470685 -0.00329712 0.00571793 0.00300287 0.010632 -0.0079851 -0.000833221 0.00424166 0.0121004 0.000284578 0.00383634 0.00855133 -0.005865 0.00602794 -0.000978581 0.000273636 0.0154718 -0.00515798 -0.0021502 -0.00371087 0.00343868 -0.00198179 0.00259533 0.0187516 -0.00454344 -3.22353e-05 0.00263848 -0.00585717 -0.00295076 internal_weight=8522.11 3477.26 5044.85 3291.49 2120.11 1171.38 1738 3306.84 1886.17 1049.23 2541.23 666.674 511.144 1230.46 1300.66 1874.56 585.513 538.09 1162.18 1481.59 878.24 392.971 122.149 615.465 51.2087 765.612 172.673 145.12 592.939 329.105 internal_count=27017 10449 16568 9813 6462 3351 6074 10494 5660 2981 8000 2065 1488 4229 3848 5935 1812 1493 3966 4715 2982 1220 370 1907 158 2494 555 466 1939 1076 is_linear=0 shrinkage=0.03 Tree=54 num_leaves=31 num_cat=0 split_feature=4 5 5 2 5 0 7 0 7 7 4 8 6 8 4 7 4 4 13 3 4 0 5 3 12 5 5 11 11 2 split_gain=143.55 103.605 40.287 39.7612 30.9253 21.6528 20.4697 19.6278 17.0417 12.9039 12.3691 11.2973 10.4802 9.54663 9.44876 8.95435 8.46607 8.08609 7.77347 7.59178 7.5023 7.03134 6.70211 6.64504 6.56394 6.54893 5.99534 6.53793 5.89838 5.78466 threshold=1.8850000000000005 1.4450000000000007 2.0350000000000006 1.3 1.8600000000000005 725.00000000000011 1.3 725.00000000000011 1.5000000000000002 1.1000000000000003 2.2350000000000008 5.9000000000000012 1.5000000000000002 4.5000000000000009 1.3950000000000007 0.70000000000000007 1.1150000000000007 1.4950000000000008 2.1000000000000005 2.3000000000000003 2.1250000000000004 200.00000000000003 1.1150000000000009 0.3000000000000001 2.3000000000000007 0.95000000000000018 2.4450000000000007 -2.1666666666666656 1.8333333333333337 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 7 6 10 12 11 8 14 29 19 25 13 -5 -3 -4 -10 23 -11 21 -20 -2 -14 -8 -13 -1 27 -17 -23 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217.65479171276093 30.526374340057373 330.88690510392189 147.51751640439034 185.37766399979591 585.14206343889236 1012.4406758546829 14.759392291307448 884.85921466350555 266.41107976436615 58.933003395795822 28.107675820589066 58.700002580881119 658.10617491602898 396.57892435789108 1159.2258209586143 35.081649392843246 850.38418230414391 118.25964322686195 404.87965977191925 11.950313359498976 7.4859744012355796 leaf_count=278 329 3248 603 1142 412 263 110 273 597 82 902 397 497 1569 2792 43 2404 713 160 76 157 1774 1070 3131 95 2329 350 1169 32 20 internal_value=-4.00571e-05 -0.00154744 -0.00495007 0.00171308 0.00865023 0.00529739 -0.000613082 -0.00355942 -0.00396285 0.000169185 0.0109013 -0.00363619 0.00445752 0.00630536 -0.00550675 -0.0112897 -0.000925943 0.00172824 0.00652578 0.0089281 0.00302522 0.00947115 0.00125091 0.000678883 0.0031999 -0.00494547 -0.00926735 -0.007586 0.0106814 -0.00580557 internal_weight=9862.52 8404.67 4112.71 4291.97 1457.84 1689.17 2602.79 3372.84 3271.19 305.788 1152.05 1136 1591.85 1009.89 2168.68 739.864 1102.51 1466.8 148.159 821.166 117.633 793.059 581.957 1200.38 182.599 953.397 537.899 419.639 670.056 157.628 internal_count=27017 23073 11479 11594 3944 4541 7053 9314 9041 831 3113 3099 4278 2711 6040 2165 3001 3954 399 2211 317 2135 1567 3241 492 2607 1562 1212 1806 432 is_linear=0 shrinkage=0.03 Tree=55 num_leaves=31 num_cat=0 split_feature=8 0 5 5 2 11 7 2 3 12 10 7 7 0 12 8 12 9 6 13 11 6 7 5 5 5 10 5 13 7 split_gain=16.4572 9.82277 7.69811 5.57946 5.49331 6.79983 6.9746 5.3839 6.14021 4.50382 4.84909 4.29168 4.27472 4.31562 4.24126 4.02562 4.00128 3.90229 3.87517 4.85692 3.64077 3.25775 3.09177 2.66493 2.59918 2.50905 2.38246 2.31054 2.21959 2.60152 threshold=6.9000000000000012 725.00000000000011 2.2750000000000008 2.1550000000000011 1.7000000000000004 1.8333333333333337 0.3000000000000001 2.3000000000000003 1.5000000000000002 3.5000000000000004 0.50000000000000022 1.3 2.7000000000000006 475.00000000000006 3.9000000000000008 5.7000000000000002 4.1000000000000005 3.5000000000000004 0.90000000000000013 2.1000000000000005 1.8333333333333337 1.9000000000000001 1.3 1.2950000000000006 3.015000000000001 0.95000000000000018 1.5000000000000004 1.3350000000000006 4.5000000000000009 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 20 26 6 -6 12 21 10 -4 25 16 -14 22 -12 -1 -10 -5 -20 23 -9 -11 -3 -16 -8 28 -25 29 -2 right_child=4 3 9 18 5 -7 11 8 17 14 15 -13 13 -15 24 -17 -18 -19 19 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=0.0014421453993730081 -0.0013119502052995266 -0.011067359477837779 -0.013260727650433917 -0.0048451088346110746 0.023755884286379741 0.017250907065150943 0.015107840862023381 -0.0068564325265050435 -0.012960336180856909 0.0022513795447195138 -0.0058065429860882306 -0.012918563945466673 0.0016731456342011942 -0.0089394910639120223 -0.0055182283800001711 0.024402605843221997 -0.003001964996713857 0.0040035456888569514 0.038142290688040238 0.003247180930369192 0.014648636469191406 0.0066593085128519207 0.021207287407846737 0.008396785090371367 0.010487026643916703 -0.0061717475798864349 0.013065793350194138 -0.0055438015788696728 0.014888860205004158 -0.0072462321564462214 leaf_weight=5690.0305355042219 277.08002308011055 86.652611941099167 71.481966018676758 11.173931032419206 5.9331350624561301 9.6101027578115445 5.1851149499416342 199.59483201801777 13.537187740206717 33.837900876998901 12.002021983265879 134.69700749218464 64.189459651708603 74.523168444633484 115.22993312776089 5.9324188232421866 188.37183138728142 123.94775831699371 6.423902988433837 8.1369866877794248 7.3349147439002982 17.453752592206001 10.042089343070982 11.477490827441214 9.9177140444517118 130.40501627326012 9.156016677618025 158.01393480598927 6.5463413000106803 87.476885810494423 leaf_count=19898 1019 352 273 41 21 35 21 759 50 126 46 554 226 266 431 22 668 449 22 30 27 66 36 45 38 507 34 603 24 328 internal_value=8.97116e-05 0.000523267 0.000759346 -0.00488873 -0.00441404 -0.00755642 -0.0084195 0.000965224 -0.00262738 -0.00431636 -0.00976137 -0.00912579 0.0011769 -0.00402848 -0.00143592 0.00418615 0.00129974 0.00233323 0.00844404 0.018642 -0.00619098 -0.00576958 0.00658951 -0.00678774 -0.00424984 -0.00535799 -0.00205201 -0.00459978 -0.002425 -0.0027359 internal_weight=7585.4 6919.31 6630.09 289.214 666.09 285.83 276.22 6371.65 354.534 258.444 89.4164 270.287 6017.11 138.713 169.028 17.9344 5878.4 137.485 25.7348 14.5609 263.479 217.049 43.88 256.144 125.148 135.59 380.259 169.491 371.103 364.557 internal_count=27017 24474 23354 1120 2543 1138 1103 22382 1324 972 341 1082 21058 492 631 68 20566 499 93 52 1027 825 162 1000 469 528 1405 648 1371 1347 is_linear=0 shrinkage=0.03 Tree=56 num_leaves=31 num_cat=0 split_feature=5 4 0 0 5 7 4 3 2 5 5 2 7 0 6 7 6 11 0 7 8 7 3 9 9 3 9 7 12 7 split_gain=138.099 86.2555 35.9795 33.3326 29.0184 25.801 21.3398 19.5608 18.72 16.8526 14.4294 14.0116 13.0986 11.3228 10.8669 9.25662 9.22431 8.20492 8.13971 8.04485 7.41861 7.40682 7.36663 8.66738 6.83047 5.88688 5.71195 5.50393 5.28814 5.28776 threshold=1.8600000000000005 1.5350000000000008 725.00000000000011 725.00000000000011 1.5650000000000006 0.70000000000000007 1.7850000000000004 1.9000000000000001 1.9000000000000001 2.4450000000000007 0.99000000000000021 0.90000000000000013 1.9000000000000001 200.00000000000003 0.90000000000000013 0.3000000000000001 1.1000000000000003 -1.1666666666666663 200.00000000000003 1.9000000000000001 3.7000000000000006 1.3 1.1000000000000003 7.9000000000000012 7.5000000000000009 2.5000000000000004 8.3000000000000025 1.9000000000000001 4.3000000000000016 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 7 10 16 9 8 15 13 -1 17 14 -7 25 -3 28 -12 -10 26 -14 -13 -18 -24 -16 -6 -8 -9 -2 -11 right_child=2 3 -4 -5 12 6 19 27 18 29 11 21 20 -15 24 -17 22 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 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798.96589070558548 1250.0208085477352 8.6825889647006971 1017.0491848886013 503.90174224972725 19.158305138349533 116.347237855196 942.68544560670853 199.4185763001442 35.640427529811859 57.326609998941422 11.556390911340712 26.57053154706955 29.732770353555679 32.732812166213989 21.390025496482849 leaf_count=1413 269 59 296 1154 502 360 510 763 391 254 260 2595 144 1853 2352 4177 25 3179 1801 63 364 3047 557 98 166 33 79 99 94 60 internal_value=-3.35248e-05 -0.00184223 0.00803748 -0.00636595 0.000625007 0.00916405 0.00685157 -0.00506237 -0.00614359 0.00887714 -0.000823358 -5.62694e-05 0.00463142 0.00728368 0.00588143 -0.00406005 0.0159999 0.00260251 -0.0104328 -0.00178669 -0.0032603 -0.00170597 0.0194207 0.0204231 0.00727474 -0.00092278 8.78513e-05 0.00249309 0.00946418 0.0195824 internal_weight=8514.11 6955.41 1558.7 2454.69 4500.73 1468.96 1097.64 2155.03 1885.25 889.143 3305.68 2875.05 1195.04 773.943 1031.64 1268.87 371.319 1100.85 616.373 208.494 163.406 1774.21 243.742 235.059 856.293 175.343 189.336 269.787 127.578 115.2 internal_count=27017 22499 4518 8444 14055 4222 3179 7290 6428 2527 10494 9081 3561 2213 3053 4236 1043 3439 2192 652 508 5642 680 655 2518 535 589 862 363 314 is_linear=0 shrinkage=0.03 Tree=57 num_leaves=31 num_cat=0 split_feature=4 3 5 0 2 7 7 5 6 9 6 3 4 10 5 7 9 8 7 2 3 4 0 7 4 5 8 8 9 11 split_gain=135.294 65.5765 57.4219 43.8213 26.0992 21.0156 20.3988 19.4596 18.8218 12.9664 12.1553 11.6636 11.5633 10.7091 9.73937 8.93986 8.6987 8.55374 8.46486 7.93627 7.34408 8.52854 6.88555 6.55759 6.251 5.98236 5.91011 5.89817 6.92594 5.85163 threshold=1.5550000000000008 1.7000000000000004 1.8600000000000005 725.00000000000011 2.3000000000000003 1.7000000000000004 1.1000000000000003 1.2050000000000007 0.90000000000000013 6.3000000000000016 1.7000000000000004 1.5000000000000002 2.1250000000000004 -1.1666666666666663 2.0750000000000011 0.50000000000000011 4.9000000000000012 4.7000000000000002 1.7000000000000004 2.1000000000000005 1.5000000000000002 2.1050000000000009 200.00000000000003 1.5000000000000002 2.1350000000000011 2.1250000000000009 4.5000000000000009 6.5000000000000009 6.1000000000000005 1.1666666666666672 decision_type=2 2 2 2 2 2 2 2 2 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 8 14 20 17 23 -10 13 -6 26 16 -3 -15 -9 18 19 -1 25 22 -22 -2 -13 -4 -8 -16 -29 -23 right_child=2 5 6 -5 11 -7 12 10 9 -11 -12 24 -14 15 27 -17 -18 -19 -20 -21 21 29 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0027970071556937042 0.0057982480593992535 -0.0080860205268364436 -0.0042207434984778717 0.015347285540203067 0.014463379651762929 -0.00050497018873341549 -0.010011298330236108 0.012561894556672844 0.0028516737676585629 -0.0053356221728486364 -0.0050648149251106009 -0.00077602555592776157 0.012340670915780639 -0.010194660580122394 -0.015009500398754724 -0.0012273383739838473 -6.3853428062996453e-05 0.0044927695586782553 0.0039660602245185569 0.017673536769205456 0.0039968030348661717 -0.0047954832683649628 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-0.00095294 0.00344537 0.00182514 -0.00231183 0.011349 0.00206523 -0.00103678 -0.00966961 -0.00171881 0.00559765 0.00182355 -6.72715e-05 -0.0021828 -0.00841167 -0.0101627 -0.0128151 0.00841077 0.00398604 0.00239484 -0.00109072 -0.0139744 0.000855134 -0.000535569 internal_weight=9850.94 6200.73 3650.2 2979.98 2563.36 1558.83 670.224 4641.9 2105.58 1587.56 3116.57 457.775 320.919 2130.04 1285.83 1931.48 198.56 1525.33 892.85 585.663 349.305 300.598 235.669 518.026 136.073 48.7068 245.513 345.806 22.5634 64.9292 internal_count=27017 17108 9909 8043 6903 4446 1866 12662 5666 4274 8551 1237 881 5828 3701 5286 542 4111 2412 1586 985 852 677 1392 367 133 679 1043 66 175 is_linear=0 shrinkage=0.03 Tree=58 num_leaves=31 num_cat=0 split_feature=8 0 12 5 5 5 8 12 6 5 4 2 11 7 6 9 7 8 4 6 6 4 6 13 4 6 10 11 10 9 split_gain=15.5694 9.42612 6.11578 6.8901 6.0985 7.10122 5.93432 5.91613 5.86708 5.74028 6.56627 5.24365 6.48098 6.65182 5.20033 4.24761 4.17282 4.03741 4.0997 6.03013 4.34556 2.70143 2.67715 3.8782 2.51728 2.49803 2.28293 2.2312 2.67975 2.21707 threshold=6.9000000000000012 575.00000000000011 2.9000000000000008 2.0750000000000011 0.89000000000000024 0.92500000000000027 3.9000000000000004 1.5000000000000002 1.3 1.4150000000000007 1.4250000000000005 1.7000000000000004 1.8333333333333337 0.3000000000000001 0.90000000000000013 3.3000000000000003 1.3 2.5000000000000004 2.1250000000000004 1.1000000000000003 1.5000000000000002 1.4150000000000007 2.1000000000000005 3.3000000000000007 1.0350000000000008 0.70000000000000007 1.5000000000000004 -0.66666666666666619 -0.49999999999999994 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 9 27 8 7 -7 -6 10 -1 26 13 -13 -8 -11 25 21 19 -19 -20 24 23 -5 -4 -15 29 -3 -29 -2 right_child=11 4 17 22 5 6 14 -9 -10 15 -12 12 -14 16 -16 -17 -18 18 20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0020772695896000776 0.00088028038327845476 -0.023710189900533651 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95.164091348648071 1197.2602484077215 28.073161065578461 5.5769528150558463 12.684954777359961 8.8543645590543729 28.887136489152908 99.001609057188034 9.2087021321058256 8.477572172880171 23.949411883950233 244.435437977314 leaf_count=5075 466 46 60 236 21 63 980 696 20 212 2529 21 35 145 2271 5001 554 2212 367 4259 106 20 46 32 102 383 34 32 88 905 internal_value=9.63917e-05 0.000517301 0.00101226 0.001723 -0.00195967 -0.00152122 -0.00176279 0.0026938 0.022362 0.00191931 0.000936953 -0.00429379 -0.00737777 -0.0082304 -0.00285562 0.00334653 -0.00892951 -0.00033057 -0.000111326 0.00024697 -0.00540686 -0.00863396 -0.00665342 -0.00446157 -0.0110359 -0.00521049 -0.00198716 -0.0128222 -0.00869729 -0.00235406 internal_weight=7583.02 6919.61 5767.17 3771.17 1152.43 1107.72 1096.63 215.955 11.0922 3684.81 2182.56 663.418 283.875 274.174 880.674 1502.25 268.172 1996.01 1944.66 1821.42 123.237 51.3471 86.3556 73.6706 45.7702 134.92 379.543 44.7117 32.427 370.334 internal_count=27017 24474 20257 13131 4217 4051 4010 759 41 12817 7604 2543 1138 1103 3251 5213 1082 7126 6944 6471 473 182 314 268 162 528 1405 166 120 1371 is_linear=0 shrinkage=0.03 Tree=59 num_leaves=31 num_cat=0 split_feature=5 0 4 3 7 4 6 2 5 7 3 6 0 5 4 11 9 9 8 8 2 10 9 2 0 13 7 4 3 3 split_gain=130.323 63.2115 57.9522 44.6605 29.9712 23.6579 19.9854 16.154 14.581 13.842 11.8546 11.6042 11.0505 10.4638 11.897 15.7679 8.08291 7.71834 10.9384 6.66498 6.42023 6.41471 6.23768 6.17141 6.12783 5.98522 5.91287 5.60264 5.2997 4.9511 threshold=1.5650000000000006 725.00000000000011 1.5350000000000008 1.7000000000000004 1.3 1.7000000000000004 0.90000000000000013 2.3000000000000003 2.3750000000000009 0.90000000000000013 1.1000000000000003 1.1000000000000003 875.00000000000011 1.0450000000000006 1.0850000000000006 -1.1666666666666663 3.7000000000000006 5.1000000000000005 4.1000000000000005 5.9000000000000012 0.90000000000000013 0.50000000000000022 7.5000000000000009 0.70000000000000007 475.00000000000006 2.7000000000000006 1.9000000000000001 2.0350000000000006 1.3 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 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 5 7 11 -4 8 -5 10 25 26 16 -11 15 -15 -8 24 -19 -18 -16 23 -13 -12 -6 -1 -2 28 -7 -3 right_child=1 29 6 4 17 27 12 -9 -10 13 21 22 -14 14 20 -17 19 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0029948194575260207 0.00033608209786402946 -0.014408523913055193 -0.01266286833369084 0.010714846897295828 -0.007351543702911318 -0.0077934274814509532 -0.0092726600343250257 -0.0011052141900348136 0.019787049276271146 -0.0057460495272247357 0.017037539758600471 0.0045262508018648982 -0.017422270640252265 0.020800032196795534 0.00071690500408480118 0.0015035992703492608 -0.0013995269661644068 0.013441998718829238 0.0023510110837903137 -0.0068275508889199341 -0.0034008231165127707 -5.3495232433322984e-05 0.012836521910524333 0.0065126463367211731 0.0028498601776891929 0.0085672122591631261 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threshold=1.8850000000000005 1.4450000000000007 1.3 2.0350000000000006 1.8600000000000005 725.00000000000011 1.3 4.7000000000000002 0.90000000000000013 0.90000000000000013 1.5000000000000002 1.1000000000000003 2.2350000000000008 5.9000000000000012 1.5000000000000002 4.5000000000000009 0.70000000000000007 2.1000000000000005 1.4950000000000008 2.3000000000000003 2.1250000000000004 1.5000000000000002 200.00000000000003 2.3000000000000007 0.3000000000000001 1.1150000000000009 6.1000000000000005 0.90000000000000013 0.95000000000000018 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 7 12 14 13 10 27 -10 26 -6 19 28 15 -4 -5 -13 24 22 -19 -12 -2 -15 -8 -16 -3 -9 -1 -24 right_child=4 3 5 16 11 -7 18 8 9 -11 21 17 -14 23 25 -17 -18 20 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0020838047864536252 0.0026232901031645562 -0.0057880905909373148 0.0027240733854132894 -0.016014522217899948 -0.0055612417801157677 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101.98941603302956 35.035346418619156 1159.1268544495106 396.48807576298714 351.78990080952644 307.26703080534935 848.88551560044289 565.99392202496529 leaf_count=278 329 2527 1142 603 432 263 110 349 706 2624 777 82 902 397 497 1569 1562 160 713 76 157 488 277 95 3131 1070 989 854 2329 1529 internal_value=-4.66946e-05 -0.00146998 0.00161678 -0.00470234 0.00816989 0.00504274 -0.000607127 -0.00338506 -0.00109832 0.000702554 -0.00557524 0.000111781 0.0103123 -0.00352993 0.00424463 0.00603096 -0.0107558 0.00613463 0.00165366 0.00842335 0.00271667 -0.00138441 0.00895042 0.00306085 0.000657882 0.0011446 -0.00710405 -0.00617698 -0.00479424 0.010115 internal_weight=9839.44 8386.69 4289.97 4096.72 1452.75 1688.62 2601.35 3364.56 1646 1215.12 1718.57 305.115 1147.63 1134.56 1591.84 1009.9 732.153 147.995 1466.79 819.01 117.525 459.357 790.935 182.613 1200.31 581.937 1259.21 430.876 951.949 667.983 internal_count=27017 23073 11594 11479 3944 4541 7053 9314 4533 3330 4781 831 3113 3099 4278 2711 2165 399 3954 2211 317 1265 2135 492 3241 1567 3516 1203 2607 1806 is_linear=0 shrinkage=0.03 Tree=61 num_leaves=31 num_cat=0 split_feature=8 0 5 4 5 8 5 7 5 6 11 6 2 8 12 0 4 9 11 5 8 9 4 6 3 9 12 13 10 5 split_gain=14.8139 9.06233 6.23755 6.02178 5.38291 5.6894 5.34806 5.03454 6.95273 4.52728 4.93086 4.47139 4.42527 6.65787 5.50088 4.25283 5.72326 4.76631 4.04904 3.94206 3.86151 4.01024 3.81056 5.76926 3.7617 3.39031 3.30881 3.23657 3.21058 3.91176 threshold=6.3000000000000016 575.00000000000011 2.4450000000000007 1.6000000000000008 0.89000000000000024 3.9000000000000004 0.92500000000000027 2.1000000000000005 1.3850000000000005 0.90000000000000013 1.8333333333333337 1.5000000000000002 1.9000000000000001 6.1000000000000005 4.5000000000000009 350.00000000000006 0.98000000000000043 4.1000000000000005 -0.33333333333333309 2.015000000000001 2.5000000000000004 1.9000000000000001 1.4050000000000007 1.1000000000000003 1.5000000000000002 3.7000000000000006 3.7000000000000006 3.9000000000000008 -0.33333333333333331 2.8350000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 15 -3 7 -7 8 -6 10 19 -8 20 18 -15 17 -17 22 -14 26 27 -22 23 -2 -9 -24 -5 -1 29 -4 right_child=3 4 28 9 5 6 11 24 -10 -11 -12 -13 13 14 -16 16 -18 -19 -20 -21 21 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0044501417081917669 0.032605506819920617 -0.012482815014446414 -0.019098905477974645 -0.0072501856329555388 0.012059891491471268 0.022835332503556117 -0.0046642319587533532 -0.018761848865618717 0.00021883465819336621 -0.0028374257649061581 0.013284011408750731 0.00014254242302596835 0.0010947935638277477 0.0060211961924654719 0.036285497096431876 -0.026604947841509206 0.0033911409427103069 -0.0061534343410459772 -0.0037794639282993743 0.0010720544686058282 0.015601443849529146 0.0017639500063862737 -0.01371365199126085 0.0027588171508907008 0.0095068507545232935 0.0099454791329917636 -0.01485805198210067 0.0069131590695663278 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1.7000000000000004 0.90000000000000013 2.5000000000000004 2.3750000000000009 0.90000000000000013 1.1000000000000003 1.1000000000000003 875.00000000000011 1.1000000000000003 1.0950000000000009 -0.83333333333333315 3.7000000000000006 6.5000000000000009 1.9000000000000001 1.9350000000000005 2.1000000000000005 5.9000000000000012 0.50000000000000022 1.5000000000000002 1.1000000000000003 0.70000000000000007 2.7000000000000006 1.9000000000000001 2.0350000000000006 0.50000000000000011 decision_type=2 2 2 2 2 2 2 2 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 5 7 11 -4 8 -5 10 26 27 16 20 15 -15 -8 29 -19 -9 -11 -18 25 -13 -16 -12 -1 -2 -7 -6 right_child=1 -3 6 4 17 28 12 19 -10 13 22 23 -14 14 24 -17 21 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0029395611463315695 0.00033451182186346759 -0.012537957343979948 -0.012404802265078861 0.010147646957971376 0.013695165764987459 -0.0029564752666810541 -0.0090864814141511496 -0.017160829009172172 0.018958222827739978 -0.0050696513042469667 0.016564702224411528 0.0070627003544329455 -0.017140470174175783 0.011930585811059522 0.0002414255873146373 0.00082327956360175891 -0.0013309488783661632 -0.0064775065984182716 0.011787661591806144 0.0047862772228250182 0.012594057699565567 -0.0066782617970393438 -9.8231384914463369e-05 0.0015893043095608207 -0.0037554584765861951 0.0063283784741925498 0.0083487535174989209 -0.011625355765375999 -0.011437070177451174 0.0001161173130810197 leaf_weight=259.27640351653099 305.98098161816597 181.35970841348171 493.12351469695568 944.32571756839752 27.349613010883331 223.37843868136406 278.99922263622284 23.23269447684288 200.13229891657829 752.91283512115479 68.369403451681137 568.92709672451019 65.446180760860443 83.170414835214615 648.38263690471649 460.48012879490852 546.34402573108673 28.887427985668182 132.51158109307289 30.681250482797623 19.590859591960907 322.78523446619511 89.337371319532394 272.31404808163643 681.51696914434433 191.90929561853409 47.865266233682632 40.599061131477356 96.802061185240746 411.54255118966103 leaf_count=820 927 636 1845 2695 80 714 984 75 544 2455 206 1653 263 258 2052 1438 1858 87 386 91 62 1124 276 830 2190 589 148 129 355 1247 internal_value=-3.77493e-05 0.00428957 -0.00305078 0.0052125 0.00829628 0.00153434 -0.00741596 0.0109524 0.0116884 -0.00079511 0.00300822 0.00343598 -0.00538879 -0.00173911 -0.000550557 0.00252253 -0.00471892 0.00299393 0.00851854 -0.00467121 -0.0046217 -0.00331688 0.00668796 0.00529093 -0.00180681 0.00901723 -0.00118038 -0.00106649 -0.00552046 0.000962297 internal_weight=8497.53 3488.02 5009.51 3306.66 1798.66 1508 1706.7 1198.37 1144.46 3302.81 656.758 1187.82 1213.57 2646.05 1873.55 543.651 1148.13 600.291 161.399 53.9139 772.504 869.129 349.616 841.241 1329.9 260.279 307.142 346.58 320.18 438.892 internal_count=27017 10449 16568 9813 5205 4608 6074 3405 3239 10494 2039 3539 4229 8455 5938 1696 3966 1800 473 166 2517 2982 1071 2483 4242 795 968 1056 1069 1327 is_linear=0 shrinkage=0.03 Tree=63 num_leaves=31 num_cat=0 split_feature=4 5 5 2 5 0 7 8 7 6 2 7 4 8 6 8 7 13 4 3 3 4 6 8 0 12 9 5 2 5 split_gain=120.408 87.649 34.4302 34.2826 26.3195 18.7048 18.2266 17.87 15.8846 11.8477 11.6271 11.0621 10.8219 9.97867 9.2973 8.46511 8.10619 7.08644 6.85589 7.97413 6.79422 6.70384 6.48798 6.25206 6.19078 6.03365 6.01227 5.99652 5.84722 5.83012 threshold=1.8850000000000005 1.4450000000000007 2.0350000000000006 1.3 1.8600000000000005 725.00000000000011 1.3 4.7000000000000002 0.90000000000000013 0.90000000000000013 1.5000000000000002 1.1000000000000003 2.2350000000000008 5.9000000000000012 1.5000000000000002 4.5000000000000009 0.70000000000000007 2.1000000000000005 1.3750000000000007 0.3000000000000001 2.3000000000000003 2.3250000000000006 1.5000000000000002 4.1000000000000005 200.00000000000003 2.3000000000000007 6.1000000000000005 1.1150000000000009 0.90000000000000013 0.95000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 7 6 12 14 13 10 28 -10 26 -6 20 29 15 -5 -4 -13 19 -8 24 -19 -12 -20 -2 -15 -3 -16 -9 -1 right_child=4 2 16 5 11 -7 18 8 9 -11 22 17 -14 25 27 -17 -18 21 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0020500078333829754 0.002500392388356522 -0.0056362895394384245 -0.015681230692040547 0.002633088600282081 -0.0054514892221854796 0.017719871346317872 0.01448592529332806 -0.011536161807433481 0.0063721270393424885 -0.00085062197929564444 0.0014631215151107058 0.018886086763206363 0.01462560972799914 0.005624177121410715 0.0055477921688493305 0.0081965111903896937 -0.0085588846339323572 -0.0016105003759244452 -0.003716631754755546 -0.00027617528366328034 -0.0063364176924366892 0.014724946693661476 -0.0058720077959035213 0.0061046941733989878 0.009827033173378007 -0.0082295242766479374 -0.010262596935654318 -0.00098731946037383038 -0.0037975214834165081 -0.0055059637860220374 leaf_weight=103.07740011811256 122.9266451895237 905.84976255893707 197.23060128092766 424.86989086866379 156.91362687945366 96.476305097341537 34.087570279836655 123.13954573869705 260.07527694106102 954.71258527040482 283.09936136007309 30.430283039808273 327.4067839384079 147.63493639230728 185.48969730734825 585.14265468716621 531.06081748008728 86.87026110291481 68.533052802085876 972.19745513796806 28.055362045764923 30.565691888332367 175.99460154771805 391.99926310777664 666.93044975399971 35.001785397529602 350.69947442412376 396.46622756123543 306.84245863556862 847.92761906981468 leaf_count=278 329 2527 603 1142 432 263 91 349 706 2624 777 82 902 397 497 1569 1562 235 184 2629 76 82 488 1050 1806 95 989 1070 854 2329 internal_value=-4.9923e-05 -0.00143145 -0.00457424 0.00156463 0.00793155 0.00489327 -0.000596608 -0.00329264 -0.0010583 0.000695704 -0.00543467 9.66915e-05 0.0100165 -0.00345354 0.00411595 0.00585621 -0.0104877 0.00598434 0.00161139 0.000223886 0.00817146 0.00264121 -0.00134882 0.00464316 0.00868678 0.00296916 -0.00692748 0.00109565 -0.00601374 -0.00468699 internal_weight=9827.71 8377.61 4088.7 4288.9 1450.1 1688.44 2600.46 3360.41 1644.77 1214.79 1715.64 304.78 1145.32 1133.64 1591.97 1010.01 728.291 147.866 1466.82 1006.29 817.912 117.436 459.094 460.532 789.857 182.637 1256.55 581.956 429.982 951.005 internal_count=27017 23073 11479 11594 3944 4541 7053 9314 4533 3330 4781 831 3113 3099 4278 2711 2165 399 3954 2720 2211 317 1265 1234 2135 492 3516 1567 1203 2607 is_linear=0 shrinkage=0.03 Tree=64 num_leaves=31 num_cat=0 split_feature=8 0 5 5 6 12 5 5 4 8 12 2 11 7 6 11 7 6 4 5 13 2 3 4 6 13 9 10 11 10 split_gain=14.107 8.49594 5.70669 6.52479 5.40059 5.37055 6.61013 5.42787 6.17841 5.3609 5.56198 4.82858 6.13191 6.32124 4.82674 4.09979 4.02257 3.88524 5.90021 4.67289 4.43993 4.86452 3.74742 3.33082 2.60022 3.70479 2.48373 2.21097 2.20993 2.62382 threshold=6.9000000000000012 575.00000000000011 0.89000000000000024 0.92500000000000027 1.3 2.9000000000000008 2.0750000000000011 1.4150000000000007 1.3850000000000007 3.9000000000000004 1.5000000000000002 1.7000000000000004 1.8333333333333337 0.3000000000000001 0.90000000000000013 0.33333333333333326 1.3 1.1000000000000003 2.1350000000000011 1.0550000000000006 2.9000000000000008 1.1000000000000003 1.5000000000000002 2.7350000000000008 2.1000000000000005 3.3000000000000007 6.3000000000000016 1.5000000000000004 -0.66666666666666619 -0.49999999999999994 decision_type=2 2 2 2 2 2 2 2 2 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 28 4 -4 6 7 8 -1 10 -5 27 13 -13 -11 -9 26 18 19 -7 22 -22 -19 -20 25 -8 -15 -2 -3 -30 right_child=11 2 3 9 -6 17 24 15 -10 14 -12 12 -14 16 -16 -17 -18 20 23 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0021200204193192449 -0.0022367198589477374 -0.023412944127992247 0.041748310648334605 0.018087349500153178 0.00025690470335531834 -0.0097607961106297089 -0.0069226645312990805 0.0020036083083345272 -0.0011712874392231063 -0.0061824621114131249 0.0010776736442035073 0.022385047682748987 0.016272325181340405 -0.0023922497926472113 -0.0012794169687812111 0.0052339200193771288 -0.012341759557178597 -0.0073568664950536969 -0.0095214809375844308 0.0029020349142957979 -0.0055888403998238332 0.0016295814178640163 -0.0018136768616787116 0.015896451616100562 -0.019191229102692185 0.013689577752531094 -0.01149641926387108 0.012626461116868734 0.0060458119262342177 -0.013456955453424261 leaf_weight=1361.3576762378216 369.05861257016659 12.011687234044073 5.7173375338315946 18.961853355169296 5.5778537839651108 27.398647263646126 64.636562362313271 939.39736026525497 824.01577115058899 254.71008764207363 197.56827393174171 6.0594525486230841 9.7769896090030652 96.213549122214317 621.92022906243801 567.04779639840126 130.96481369435787 139.90368191897869 55.846055552363396 613.91355606913567 99.433223038911819 542.14777958393097 509.48103898763657 5.0603933036327353 12.556067600846289 8.9324804246425611 37.472989827394485 9.2327874004840833 8.426985174417494 23.582524597644806 leaf_count=4671 1371 46 21 63 20 102 236 3253 2933 980 696 21 35 385 2271 1960 554 509 219 2171 354 1931 1820 20 46 32 143 34 32 88 internal_value=0.000109348 0.000508723 -0.00184771 -0.00142552 0.0212588 0.000977662 0.00164239 0.00183406 0.000879002 -0.00165991 0.00256724 -0.00408555 -0.0070683 -0.00791127 -0.00270403 0.00321954 -0.00860494 -0.000282291 0.00151359 0.00236104 -0.00125916 0.000510859 -0.0030079 -0.00740964 -0.00657348 -0.00442 -0.00494419 -0.00187396 -0.0124401 -0.00832256 internal_weight=7578.38 6919.6 1148.48 1104.46 11.2952 5771.13 3777.94 3691.82 2185.37 1093.16 216.53 658.779 280.488 270.711 876.63 1506.45 264.651 1993.18 702.219 641.312 1290.97 641.581 649.385 60.9064 86.1251 73.569 133.687 378.291 44.0212 32.0095 internal_count=27017 24474 4217 4051 41 20257 13131 12817 7604 4010 759 2543 1138 1103 3251 5213 1082 7126 2512 2273 4614 2285 2329 239 314 268 528 1405 166 120 is_linear=0 shrinkage=0.03 Tree=65 num_leaves=31 num_cat=0 split_feature=3 4 5 0 9 6 7 4 4 7 2 7 8 9 6 5 4 2 4 5 7 8 3 10 11 0 6 5 5 6 split_gain=116.192 77.6824 28.2122 27.8921 27.1056 17.3022 16.3991 14.7694 14.4429 13.5122 12.6387 10.8814 11.9769 10.8577 10.6391 9.0084 8.77396 7.95738 7.2027 9.43859 6.92357 6.75905 7.25662 7.05142 6.65807 6.6294 6.59681 7.05443 6.26875 6.17926 threshold=1.9000000000000001 1.5350000000000008 1.5650000000000006 725.00000000000011 5.5000000000000009 0.90000000000000013 1.9000000000000001 1.9900000000000002 1.8600000000000005 1.3 0.90000000000000013 0.90000000000000013 4.9000000000000012 7.5000000000000009 0.90000000000000013 0.98000000000000043 1.8900000000000006 1.9000000000000001 1.0950000000000009 1.2150000000000005 0.70000000000000007 4.1000000000000005 2.3000000000000003 0.83333333333333337 -1.8333333333333328 725.00000000000011 1.5000000000000002 1.8600000000000005 2.0050000000000012 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 5 8 17 14 11 9 21 15 26 -13 16 -4 -1 -7 20 19 -12 -3 23 -23 -2 -17 -16 -6 -28 -14 -11 right_child=4 3 6 -5 7 13 -8 -9 -10 29 18 12 28 -15 25 24 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0053273209631844159 0.010380653996120927 0.0059288786566083686 -0.00070536760041148608 -0.015077587255518384 0.011984077590239782 -0.0026007933755511823 -0.0043506448724250166 -0.00056599334010640396 -0.0068736644079522924 -0.0017815501252735956 -0.0039367139437531291 0.012501542896332174 -0.0024258006641159767 0.008121841326318999 0.007443966742046673 0.020888687327415292 -0.0078338136965761529 -0.014022807551578096 -0.0033484428212059922 0.006236569089682965 -0.0082201406066923065 0.00051231846211503645 0.010002252199849303 0.02946676114275552 0.0021056532963674404 -0.017170444155617241 0.0073232641967163371 0.023369906512698012 0.0080478703231335706 0.018060713707574741 leaf_weight=155.28601202368736 117.43537126481533 35.305489480495453 188.19683042168617 283.03220508992672 219.41553159058094 1086.4073676615953 167.14188873767853 103.20005679130554 119.77537882328033 265.69898529350758 152.93201518058777 284.0258231908083 99.280353009700775 69.757747739553452 859.3091182410717 17.269265174865723 392.55135327577591 224.48992486298084 1582.9609422087669 177.15872356295586 262.9151132106781 148.54734271764755 141.68999190628529 20.456107765436172 1030.9404667913914 9.961925804615019 30.942149460315704 121.38253164291382 106.71202400326729 14.918368130922316 leaf_count=505 337 118 569 1124 611 3564 517 335 411 816 494 804 297 217 2494 53 1431 827 5110 546 923 443 401 59 3219 31 88 329 299 45 internal_value=-3.98222e-05 -0.0018563 0.000523439 -0.00624408 0.00674167 -0.0050371 0.00438155 0.0101591 0.00276147 0.00438977 -0.000992561 0.0114435 0.0085073 -0.00344423 0.00576175 0.00141611 -0.00398976 -0.00975656 -0.00250785 0.00152326 -0.00654508 0.00774336 0.00514518 0.0132121 0.0024151 0.00716188 0.0153139 0.0201103 0.00299997 -0.000726682 internal_weight=8489.1 6695.62 4341.16 2354.46 1793.48 2071.43 1224.61 964.958 828.522 708.746 3116.55 861.758 490.018 1548.72 1057.47 1203.5 1478.96 522.711 1913.05 330.091 298.221 428.129 290.237 137.891 1048.21 869.271 371.74 152.325 205.992 280.617 internal_count=27017 21742 13538 8204 5275 7080 3611 2763 2512 2101 9927 2428 1400 5212 3094 3777 4995 1868 6150 1040 1041 1240 844 396 3272 2525 1028 417 596 861 is_linear=0 shrinkage=0.03 Tree=66 num_leaves=31 num_cat=0 split_feature=4 3 0 3 2 7 6 7 9 7 7 8 6 6 2 5 5 3 5 6 5 0 5 0 4 8 9 3 7 2 split_gain=112.898 57.1516 49.4336 46.291 27.6219 19.0897 17.5636 17.306 14.0633 11.9804 10.8729 10.6703 10.1226 9.9008 9.64854 9.40307 8.37207 8.36293 8.04233 7.68414 7.29226 7.48369 7.05935 6.71573 6.08608 5.75963 6.6245 5.74006 5.39976 5.27831 threshold=1.5550000000000008 1.7000000000000004 725.00000000000011 1.9000000000000001 2.3000000000000003 1.7000000000000004 1.1000000000000003 1.5000000000000002 6.5000000000000009 2.7000000000000006 1.1000000000000003 7.5000000000000009 2.3000000000000003 2.3000000000000003 1.9000000000000001 2.2350000000000008 2.0750000000000011 1.1000000000000003 1.4150000000000007 0.90000000000000013 0.67500000000000016 350.00000000000006 1.2950000000000006 200.00000000000003 2.1350000000000011 6.5000000000000009 6.1000000000000005 1.3 1.1000000000000003 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 7 16 10 18 9 12 14 15 -8 -9 27 19 29 23 -2 -5 -12 -22 -4 -6 -19 -18 -27 -1 -24 -3 right_child=2 5 22 11 17 -7 8 13 -10 -11 20 -13 -14 -15 -16 -17 25 24 -20 -21 21 -23 28 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00039528107788346594 0.0033628431004332489 -0.009734626297091712 0.018130819726000356 0.0027663286328006623 0.0020974210669484337 -0.00031303147679725458 -0.0010125746792340963 0.0073322151929065974 -0.0075913449695853251 0.0091728413964798482 0.029188356364933804 0.0065425272891922893 -0.0063669761981174963 -0.0063087746630562866 0.014032757407902337 -0.013202393328706728 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932 936 1550 374 446 277 21 45 430 582 1248 internal_value=-5.32575e-05 -0.00252169 0.00414031 0.00273278 0.00459287 -0.00751957 -0.000856049 0.00312181 -0.00207315 -0.00136327 0.00194646 -0.00442297 -0.00172074 0.00648535 -0.00175748 -0.00577914 -0.00906317 0.0113953 0.000854737 -0.00379542 0.00382923 0.00355105 0.0128313 0.0161542 0.00781469 -0.013103 0.00164201 -0.0029204 0.0104663 -0.00759689 internal_weight=9815.75 6178.77 3636.98 3130.05 2484.28 1544.47 4634.3 2042.57 3231.08 2862.8 1403.22 645.771 2768.85 822.406 472.899 574.695 1272.02 441.713 1220.16 453.505 930.324 920.229 506.923 189.654 252.059 338.736 22.2744 440.46 350.507 933.281 internal_count=27017 17108 9909 8514 6705 4446 12662 5505 8852 7824 3810 1809 7571 2209 1297 1614 3701 1200 3296 1257 2513 2486 1395 517 683 1043 66 1209 956 2658 is_linear=0 shrinkage=0.03 Tree=67 num_leaves=31 num_cat=0 split_feature=8 0 5 5 2 11 7 3 7 12 12 4 7 2 6 13 5 11 0 5 7 5 5 5 10 5 9 10 13 12 split_gain=13.361 8.08874 6.47777 4.85747 4.61209 5.88053 6.02187 4.26131 3.89783 3.78981 4.55184 3.80034 3.69675 3.97113 3.57328 4.37669 3.53712 3.4415 3.34008 2.66112 2.63508 2.48724 2.44765 2.35677 2.30554 2.16312 4.92695 4.58065 3.69798 4.40351 threshold=6.9000000000000012 725.00000000000011 2.265000000000001 2.1550000000000011 1.7000000000000004 1.8333333333333337 0.3000000000000001 3.3000000000000003 1.3 3.5000000000000004 3.9000000000000008 1.7650000000000006 2.7000000000000006 2.3000000000000003 0.90000000000000013 2.1000000000000005 2.1750000000000012 1.8333333333333337 475.00000000000006 3.015000000000001 1.3 0.95000000000000018 1.2950000000000006 1.3350000000000006 -0.83333333333333315 1.5150000000000008 4.7000000000000002 -1.0000000180025095e-35 3.3000000000000007 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 17 25 6 -6 12 21 11 20 24 13 -1 -5 -16 -9 22 -14 -12 -11 -8 -3 -24 -4 27 -27 28 -2 -30 right_child=4 3 9 14 5 -7 8 16 -10 10 19 -13 18 -15 15 -17 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68.539455965161324 335.66847182810307 6.6189959645271292 8.1970235556364042 7.2807573080062857 7.3469871729612342 81.583618193864822 9.8508502244949323 10.986886382102965 127.98735931515694 11.307026609778402 155.88431239128113 70.68290176987648 34.202148273587227 134.93856371939182 109.84826819598675 9.7871563881635684 14.077133342623709 leaf_count=20456 287 352 57 41 21 35 21 65 554 129 442 25 242 1267 22 30 26 27 294 38 39 507 45 603 274 121 495 411 37 54 internal_value=0.000115642 0.000503646 0.000716172 -0.00444659 -0.00397513 -0.00690268 -0.0077367 0.000907046 -0.00842241 -0.00388736 -0.00125801 -0.00879837 0.000956217 0.00106894 0.00791504 0.0175773 -0.0113361 -0.00568813 -0.00369544 -0.00417644 0.00690143 -0.00481679 -0.00627936 -0.00417769 -0.010534 -0.0018148 0.00070608 -0.00385977 -0.00855182 0.00173058 internal_weight=7575.99 6919.67 6634.82 284.849 656.321 278.676 268.83 6370.68 262.703 264.144 172.036 92.1081 6345.19 6195.07 25.9978 14.816 25.4833 258.851 150.123 126.714 45.3224 133.112 251.505 167.191 85.1968 377.645 169.141 208.504 98.6559 23.8643 internal_count=27017 24474 23354 1120 2543 1138 1103 22350 1082 1004 648 356 22259 21723 93 52 91 1027 536 480 168 528 1000 648 331 1405 616 789 378 91 is_linear=0 shrinkage=0.03 Tree=68 num_leaves=31 num_cat=0 split_feature=5 4 0 3 7 4 6 3 7 4 0 9 2 5 4 2 3 6 9 8 9 10 9 0 0 6 9 9 12 6 split_gain=109.852 60.3677 40.5553 30.7281 21.748 18.2372 17.3406 15.0225 13.9795 12.7684 12.7047 11.5858 8.74743 8.70567 8.05657 8.04474 7.6249 7.33398 7.20615 6.63616 6.14924 6.11582 5.79465 5.67673 5.5952 5.59454 8.16492 5.41033 5.65842 4.84513 threshold=1.6750000000000003 1.8050000000000004 725.00000000000011 2.1000000000000005 1.7000000000000004 1.6100000000000005 1.1000000000000003 1.7000000000000004 1.5000000000000002 2.0850000000000013 200.00000000000003 7.5000000000000009 1.3 1.0250000000000006 0.9650000000000003 2.9000000000000004 1.3 2.3000000000000003 3.9000000000000004 4.3000000000000016 4.3000000000000016 0.83333333333333337 7.5000000000000009 575.00000000000011 475.00000000000006 1.5000000000000002 6.5000000000000009 4.3000000000000016 2.1000000000000005 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 8 13 12 11 10 20 -2 -8 -1 -6 23 -7 -18 -12 -15 -5 -10 -11 27 -24 -16 -27 28 -3 -29 right_child=2 15 -4 9 14 16 7 -9 21 22 18 -13 -14 19 25 -17 17 -19 -20 -21 -22 -23 24 -25 -26 26 -28 29 -30 -31 leaf_value=-0.010422790399941375 0.005870740545257545 0.0020697181499169429 -0.010819277243761024 -0.018055966496741918 0.0025879697988185624 -0.0080290504507287506 0.0020179929543137601 0.0072396282735697499 0.0018136574973345993 -0.0085319218953333591 0.0002736429822640824 0.015720632997864137 -0.002130157009762104 0.0011719771594572645 -0.0068398162837154204 -0.017658722888826257 -0.00040931114224648004 0.0203948690990387 0.012759993341403392 -0.0038684082181207782 0.0037277650424063402 -0.0098075615934537473 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0.000175125 0.00161276 0.0053101 0.00998244 0.0108585 0.00751299 0.000614144 -0.0028989 -0.00425675 -0.0096295 -0.00180187 0.000594616 0.0120932 -0.00197348 0.000839917 0.000130011 -0.00333252 -0.00859836 0.0131602 -0.00501981 -0.00280487 -0.0068865 -0.0105485 -0.00440806 internal_weight=8480.58 5794.21 2686.37 2547.57 4919.7 1562.41 3531.43 2406.14 1102.57 985.163 924.346 773.588 2043.48 1125.28 1388.28 874.508 459.843 332.054 822.927 1002.03 101.42 328.977 60.817 774.983 14.5773 1249.03 563.389 536.499 216.544 319.955 internal_count=27017 19107 7910 7430 15770 4661 11174 7502 3197 2769 2573 2209 6418 3672 4596 3337 1464 1047 2283 3248 290 988 196 2929 44 4159 1844 1960 813 1147 is_linear=0 shrinkage=0.03 Tree=69 num_leaves=31 num_cat=0 split_feature=4 5 2 5 5 0 7 8 7 6 2 7 4 8 6 8 7 13 5 4 4 3 6 8 12 9 5 9 3 12 split_gain=106.6 78.9453 31.3082 31.1226 23.9825 17.0584 16.9707 16.6332 14.7631 10.8744 10.7313 10.3415 9.95955 9.35724 8.57565 7.95317 7.74896 6.69368 6.38504 6.32532 6.20956 7.59848 6.09506 5.95793 5.78116 5.73741 5.70176 5.61895 5.55192 5.53848 threshold=1.8850000000000005 1.4450000000000007 1.3 2.0350000000000006 1.8600000000000005 725.00000000000011 1.3 4.7000000000000002 0.90000000000000013 0.90000000000000013 1.5000000000000002 1.1000000000000003 2.2350000000000008 5.9000000000000012 1.5000000000000002 4.5000000000000009 0.70000000000000007 2.1000000000000005 1.0350000000000008 2.1250000000000004 1.3750000000000007 0.3000000000000001 1.5000000000000002 3.9000000000000004 2.3000000000000007 4.9000000000000012 1.1150000000000009 6.1000000000000005 2.3000000000000003 4.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 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 7 12 14 13 10 -9 -10 27 -6 18 25 15 -4 -5 -13 -2 -19 21 -8 -12 -22 -15 -1 -16 -3 -20 -18 right_child=4 3 5 16 11 -7 20 8 9 -11 22 17 -14 24 26 -17 29 19 28 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0028412787797299647 0.01548136614649437 -0.0053908668432586923 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702.42720484733582 58.486378520727158 52.107945948839188 971.94528570771217 175.54292973875999 408.47353851795197 34.94925582408905 328.17564961314201 396.38265681266785 348.75175082683563 28.016944736242294 37.253809779882431 leaf_count=1703 233 2527 1142 603 432 263 91 1203 706 2624 777 82 902 397 497 1569 1448 160 1902 157 140 2629 488 1094 95 904 1070 989 76 114 internal_value=-5.61778e-05 -0.00135651 0.00148542 -0.00434718 0.00746942 0.00466706 -0.000580705 -0.00313117 -0.000974591 0.000715626 -0.0052018 -1.4212e-05 0.00946618 -0.00333996 0.00392702 0.00559846 -0.0100023 0.00568262 0.00769653 0.00243335 0.0015493 0.000228498 -0.00127505 0.00443431 0.00287931 -0.004536 0.00102613 -0.00663992 0.00679123 -0.0081125 internal_weight=9804.05 8359.61 4286.4 4073.21 1444.44 1687.63 2598.78 3352.36 1642.1 1213.61 1710.27 304.228 1140.21 1132.16 1591.8 1009.91 720.846 147.625 815.388 117.282 1466.62 1006.04 458.46 460.581 182.608 949.547 581.889 1251.81 730.444 526.489 internal_count=27017 23073 11594 11479 3944 4541 7053 9314 4533 3330 4781 831 3113 3099 4278 2711 2165 399 2211 317 3954 2720 1265 1234 492 2607 1567 3516 1978 1562 is_linear=0 shrinkage=0.03 Tree=70 num_leaves=31 num_cat=0 split_feature=8 0 5 5 6 8 12 12 5 5 4 6 2 11 7 9 8 7 6 4 13 4 6 13 4 9 11 10 10 9 split_gain=12.6627 7.7293 5.48546 6.2466 5.08047 5.03445 5.26686 4.78112 6.26487 5.09081 5.71071 4.4768 4.38703 5.6487 5.75401 4.00164 3.85339 3.77892 3.74982 5.80745 4.12836 2.59905 2.53275 3.51375 2.4801 2.44223 2.17748 2.56181 2.10604 2.10705 threshold=6.9000000000000012 575.00000000000011 0.89000000000000024 0.92500000000000027 1.3 3.9000000000000004 1.5000000000000002 2.9000000000000008 2.0750000000000011 1.4150000000000007 1.3850000000000007 0.90000000000000013 1.7000000000000004 1.8333333333333337 0.3000000000000001 3.3000000000000003 2.5000000000000004 1.3 1.1000000000000003 2.1350000000000011 2.9000000000000008 1.4150000000000007 2.1000000000000005 3.3000000000000007 1.0350000000000008 6.3000000000000016 -0.66666666666666619 -0.49999999999999994 1.5000000000000004 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 26 4 -4 6 -5 8 9 10 -1 -7 28 14 -14 -11 21 25 19 -18 -20 24 23 -10 -9 -16 -3 -28 29 -2 right_child=12 2 3 5 -6 11 -8 16 22 15 -12 -13 13 -15 17 -17 18 -19 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.002023041335637259 0.0010390991491644186 -0.023197591115645393 0.040387331280335725 0.017557126713239304 0.00029536586777774556 -0.0059529582493450025 0.0010671637031705544 -0.001618509772545997 -0.00678148325263355 0.010527489111989467 -0.0011408022549659409 -0.0012160810896984066 0.02103073113399297 0.015505345520361279 -0.0021508171952311418 0.0027758705256588608 0.0026027523140919771 -0.011911779918472963 -0.0027146635677229853 -0.007143297134065185 0.00073086283636294958 0.010898710428691475 -0.018977486952015492 0.013222240406514442 -0.016149273837260364 -0.011224426376471607 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0.00309674 -0.000244842 -0.0082403 -3.09752e-05 0.00174832 -0.00100868 -0.00838976 -0.00644506 -0.00432397 -0.0107705 -0.004688 -0.0121946 -0.00810567 -0.00176311 -0.00211929 internal_weight=7573.67 6919.76 1144.98 1101.43 11.3838 1090.04 216.699 5774.77 3783.85 3698.1 2187.59 873.343 653.909 276.868 266.959 1510.51 1990.92 260.771 1939.99 687.969 1252.02 50.9396 85.7513 73.3389 45.3431 132.537 43.5591 31.7575 377.041 367.76 internal_count=27017 24474 4217 4051 41 4010 759 20257 13131 12817 7604 3251 2543 1138 1103 5213 7126 1082 6944 2463 4481 182 314 268 162 528 166 120 1405 1371 is_linear=0 shrinkage=0.03 Tree=71 num_leaves=31 num_cat=0 split_feature=5 0 4 3 7 4 6 2 5 5 2 6 0 9 9 11 9 8 12 5 4 8 9 13 5 3 11 8 3 8 split_gain=104.113 53.1102 47.1054 35.3293 24.5565 19.1755 17.7169 13.8278 12.4071 12.2126 11.4796 9.83742 9.71801 7.46482 7.43021 7.3864 6.94423 8.10521 6.64132 6.53661 6.13785 6.00388 5.40179 5.35696 5.3151 5.12154 5.55513 4.74192 4.6635 6.77446 threshold=1.5650000000000006 725.00000000000011 1.5350000000000008 1.7000000000000004 1.3 1.7000000000000004 0.90000000000000013 2.5000000000000004 2.3750000000000009 0.99000000000000021 0.90000000000000013 1.1000000000000003 875.00000000000011 3.7000000000000006 5.3000000000000016 -1.8333333333333328 4.1000000000000005 4.1000000000000005 1.9000000000000001 1.9350000000000005 1.0950000000000009 5.9000000000000012 7.5000000000000009 1.3000000000000003 1.6500000000000004 1.1000000000000003 -0.83333333333333315 5.9000000000000012 2.7000000000000006 5.3000000000000016 decision_type=2 2 2 2 2 2 2 2 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 5 7 11 -4 8 -5 -1 14 23 13 -8 15 -11 24 -18 -12 -9 -20 -15 -13 -2 -6 -7 -27 -16 -3 -30 right_child=1 28 6 4 16 25 12 19 -10 10 18 22 -14 21 27 -17 17 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0054908266601058128 0.0097057690763065595 -0.013690724158887172 -0.011787492467382156 0.0093429525524415576 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1291.2367876768112 318.3671307861805 92.206357032060623 309.84748592972755 58.028750330209732 45.585480079054832 181.32851514220238 41.907207131385803 6.3759875893592861 12.015619605779646 leaf_count=1413 108 577 1845 2695 64 308 984 75 544 38 774 2221 263 1858 860 2410 441 1118 728 91 4140 1124 262 948 177 151 610 131 20 39 internal_value=-4.37345e-05 0.00392476 -0.00283075 0.0047813 0.0076097 0.00139232 -0.00692147 0.0100805 0.0107747 -0.000748349 -4.55952e-05 0.00313595 -0.00496962 -0.00433395 0.00235253 0.000777225 0.00266268 0.00390923 -0.0015455 -0.00478597 -0.000814296 -0.0029593 0.00488084 -0.00112036 -0.00566201 -0.00516659 -0.00276474 0.00619338 -0.0120419 0.0022628 internal_weight=8471.91 3495.12 4976.79 3317.17 1808.13 1509.05 1678.84 1205.86 1152.06 3297.95 2872.32 1192.13 1198.21 1135.36 1105.23 783.768 602.267 523.829 1767.09 53.7974 1525.9 860.551 845.51 346.619 78.4387 316.917 226.914 321.459 177.95 18.3916 internal_count=27017 10449 16568 9813 5205 4608 6074 3405 3239 10494 9081 3539 4229 3966 3439 2448 1800 1559 5642 166 4868 2982 2483 1056 241 1069 761 991 636 59 is_linear=0 shrinkage=0.03 Tree=72 num_leaves=31 num_cat=0 split_feature=4 3 0 3 2 7 7 6 4 5 9 7 7 6 7 2 3 6 5 0 5 12 6 6 3 6 5 8 7 4 split_gain=100.394 51.8632 44.5792 41.867 25.6318 17.7626 16.4481 16.193 13.4028 14.2654 12.8749 11.2324 10.0829 9.65854 9.26139 9.07987 7.91404 7.9025 6.93082 7.15812 6.65161 6.44127 6.05774 5.74252 5.40527 5.33977 5.76637 5.19856 5.09604 5.0326 threshold=1.5550000000000008 1.7000000000000004 725.00000000000011 1.5000000000000002 2.3000000000000003 1.7000000000000004 1.5000000000000002 1.1000000000000003 2.1050000000000009 1.9500000000000004 6.5000000000000009 2.7000000000000006 1.1000000000000003 2.3000000000000003 1.7000000000000004 1.9000000000000001 2.5000000000000004 0.70000000000000007 0.67500000000000016 350.00000000000006 1.2450000000000008 2.7000000000000006 1.5000000000000002 2.3000000000000003 1.3 1.5000000000000002 1.3650000000000007 3.5000000000000004 0.90000000000000013 0.89000000000000024 decision_type=2 2 2 2 2 2 2 2 2 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 14 16 8 12 9 -5 11 13 15 -9 17 24 21 -2 -14 -20 -4 -3 -10 -16 -1 -8 -27 -23 -22 -12 right_child=2 5 20 6 -6 -7 25 10 22 -11 29 -13 18 -15 23 -17 -18 -19 19 -21 28 27 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00036453571405232712 0.0083894956606177431 -0.011933386526679558 0.018011263051134072 -0.0026499930296629897 0.012861085525612026 -0.00021641152088218587 0.006213621574499258 -0.00095097849453023035 0.0077160377524291323 -0.011576527765293446 -0.020343797962433265 0.0089010745691643772 0.028417513348627584 -0.006185856751571607 0.0081772573320295187 0.013624692050396148 -0.012898648052429849 0.0011717389034556058 2.0354021982283908e-05 0.0054816277374486301 0.0040850053357097951 -0.010928932605349563 -0.0081410617689182396 -0.0046360818121180701 -0.0073293704161182648 0.012806999448286619 -0.0041574908263144169 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-0.00168387 -0.00866647 0.00222319 0.00369814 0.00342695 0.0121851 -0.00733367 0.0045661 0.00725378 -0.00281409 0.00353238 -0.00134463 -0.00602126 0.0101443 -0.00726634 internal_weight=9792.09 6164.64 3627.45 3123.96 1903.96 1534.87 1220 4629.77 852.484 716.276 3226.96 2860.19 1402.8 2766.17 1567.66 472.306 1262.73 1096.97 930.498 920.401 503.484 960.312 136.208 470.696 439.833 367.515 130.374 747.136 372.874 366.771 internal_count=27017 17108 9909 8514 5140 4446 3374 12662 2378 2010 8852 7824 3810 7571 4221 1297 3701 2956 2513 2486 1395 2768 368 1265 1209 996 354 2153 1024 1028 is_linear=0 shrinkage=0.03 Tree=73 num_leaves=31 num_cat=0 split_feature=8 0 5 4 5 5 8 12 6 11 0 4 10 11 10 6 6 4 9 5 8 9 7 13 2 5 10 5 12 5 split_gain=12.0009 7.59837 5.30002 5.12705 4.8013 4.88213 4.96528 5.00899 4.16651 4.45342 4.16463 5.588 4.55017 4.57852 4.37576 4.3076 4.00264 3.80851 3.76559 3.72056 3.63453 3.96262 7.29158 3.72496 3.66415 3.37249 3.12113 3.82757 3.10038 2.82186 threshold=6.3000000000000016 575.00000000000011 2.4450000000000007 1.6000000000000008 0.89000000000000024 0.92500000000000027 3.9000000000000004 1.5000000000000002 0.90000000000000013 1.8333333333333337 350.00000000000006 0.98000000000000043 -0.49999999999999994 1.0000000180025095e-35 -1.1666666666666663 1.1000000000000003 1.5000000000000002 1.4650000000000005 4.1000000000000005 2.015000000000001 2.5000000000000004 1.9000000000000001 1.7000000000000004 3.7000000000000006 1.9000000000000001 1.5850000000000006 -0.33333333333333331 2.8350000000000004 3.7000000000000006 1.5150000000000008 decision_type=2 2 2 2 2 2 2 2 2 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 20 10 -3 -6 7 -7 9 19 12 -12 13 14 -2 18 -8 -17 -14 28 23 22 -22 25 -23 -1 27 -4 -5 -13 right_child=3 4 26 8 5 6 16 -9 -10 -11 11 29 15 -15 -16 17 -18 -19 -20 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0018562460725641996 0.020179709259992327 -0.011855768237307383 -0.018695682872212821 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33.975521400570869 12.847817271947862 4405.5475193113089 9.7910728156566602 40.142581343650818 647.67839275300503 49.300174236297607 70.155138492584229 10.576386228203772 75.38575091958046 101.13555696606636 leaf_count=333 24 155 104 604 37 63 1809 696 1897 35 21 451 55 109 66 194 975 111 130 129 44 15265 34 140 2368 175 271 41 319 362 internal_value=0.000127511 0.000642103 0.00109274 -0.00264469 -0.00173428 -0.00131487 -0.00153515 0.0024617 -0.00411984 -0.00713087 -5.8349e-06 0.00269776 -0.00326756 -0.0105779 -0.00103125 -0.000359552 -0.00269138 -0.00451312 0.00641313 -0.00788817 0.00122722 0.00137777 0.0139009 -0.00290277 0.00132167 -0.00514329 -0.00551481 -0.0125752 -0.00929118 0.00344103 internal_weight=7571.29 6385.9 5367.97 1185.39 1017.93 977.431 966.993 216.971 760.346 267.883 425.04 232.404 192.637 54.8218 24.7781 137.815 750.022 85.425 52.3897 257.994 5260.89 5075.86 22.6389 185.03 5053.23 144.888 107.075 36.92 224.019 226.618 internal_count=27017 22510 18775 4507 3735 3580 3543 759 2984 1087 1523 834 689 199 90 490 2784 305 185 1052 18359 17711 78 648 17633 508 416 145 923 813 is_linear=0 shrinkage=0.03 Tree=74 num_leaves=31 num_cat=0 split_feature=3 4 0 9 9 7 6 5 4 4 7 9 5 7 7 8 4 6 9 2 2 6 6 7 8 10 3 6 5 6 split_gain=98.0128 66.6859 25.3677 24.1503 23.6609 15.9782 15.6941 12.8829 12.6002 12.5213 11.9343 9.91567 9.73641 10.3902 9.69499 10.8658 9.41988 9.29182 8.06532 7.86104 7.58381 7.5582 6.93164 6.49177 6.28667 6.6958 6.57088 6.07176 6.47534 5.84024 threshold=1.9000000000000001 1.5350000000000008 725.00000000000011 4.9000000000000012 5.5000000000000009 1.7000000000000004 0.90000000000000013 2.0650000000000008 1.9900000000000002 1.8600000000000005 1.3 3.7000000000000006 1.3950000000000007 2.1000000000000005 0.90000000000000013 4.9000000000000012 1.0850000000000006 0.90000000000000013 7.5000000000000009 0.70000000000000007 1.9000000000000001 1.3 1.9000000000000001 0.70000000000000007 4.1000000000000005 0.83333333333333337 2.3000000000000003 1.5000000000000002 1.8600000000000005 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 12 9 7 20 17 14 10 24 -8 19 21 27 -16 22 -5 -13 -1 23 -14 -7 -3 25 -2 -26 -6 -29 -12 right_child=4 2 -4 5 8 16 11 -9 -10 -11 29 18 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=0.0010040843170489491 0.0095864794587366426 0.0060118491135075615 -0.01440952203079642 -0.0013592360626605423 0.010983592762656298 0.0010431514262586434 -0.008323383848964961 0.014686205788073343 -0.00057218616371865596 -0.0065798228502383484 -0.0018873316029406645 -0.0026196206162008486 -0.0014190639612045024 -0.0089498118899556615 0.01154900053525398 0.002522994216879927 -0.0044556898907388677 0.0047083263319175591 0.0078636187136929148 -0.0041505909671055025 -0.013451492672541655 0.0051404320239324041 0.017595855295738958 -0.0077208161793312852 0.00018522081803764437 0.028084696285000908 0.0091930079854132939 0.0065540525465891588 0.021873076184513434 0.017323626010895828 leaf_weight=341.99626383185387 118.29920570552349 35.195388153195381 273.43989858031273 279.784214168787 220.69489784538746 88.977890908718109 275.21824492514133 100.08913940191269 102.99958163499832 118.52716846764088 265.90684254467487 1191.0363450199366 268.43567055463791 80.959785491228104 286.19226080179214 206.75476072728634 355.2816940844059 1207.4746758341789 69.927923589944839 1202.5048548281193 218.97507044672966 384.61574655771255 30.598833441734314 258.73399776220322 149.13172172009945 20.691353172063828 142.55132359266281 31.176218003034592 122.07022368907928 15.048112273216246 leaf_count=1082 337 118 1124 874 611 279 980 275 335 411 816 4015 831 258 804 596 1139 3630 217 3922 827 1154 94 923 443 59 401 88 329 45 internal_value=-4.57478e-05 -0.00172375 -0.00582669 0.000471559 0.00616572 0.00282369 -0.00468136 0.00426801 0.00934783 0.00244801 0.00395166 -0.00316429 -0.00165728 0.00118743 0.0105265 0.00776326 -0.00200438 0.00356689 -0.00203826 -0.0030092 -0.00922509 0.00244416 0.00527887 -0.00607645 0.00708955 0.0123403 0.00458751 0.0141691 0.0187566 -0.000858381 internal_weight=8463.29 6663.25 2322.53 4340.72 1800.04 2062.21 2049.09 1587.35 969.888 830.156 711.629 1536.18 2278.51 734.011 866.888 492.947 474.858 1487.26 1260.96 1544.5 512.904 653.051 119.577 293.929 430.674 138.991 291.683 373.941 153.246 280.955 internal_count=27017 21742 8204 13538 5275 6291 7080 4779 2763 2512 2101 5212 7247 2243 2428 1400 1512 4504 4232 5004 1868 1985 373 1041 1240 396 844 1028 417 861 is_linear=0 shrinkage=0.03 Tree=75 num_leaves=31 num_cat=0 split_feature=4 5 2 5 3 7 0 8 7 9 6 2 2 4 8 5 7 4 6 8 7 3 3 6 4 3 8 12 5 2 split_gain=94.8727 71.0698 28.6316 28.1566 22.0819 15.8877 15.5776 15.4157 13.7152 10.8004 9.9215 9.87839 9.16953 8.86751 8.73167 8.14091 7.95694 8.0338 7.94512 7.45754 7.37135 6.07806 6.00364 5.69436 5.55786 7.23456 5.66061 5.53732 5.39393 5.345 threshold=1.8850000000000005 1.4450000000000007 1.3 2.0350000000000006 1.5000000000000002 1.3 725.00000000000011 4.7000000000000002 0.90000000000000013 4.1000000000000005 0.90000000000000013 1.5000000000000002 2.5000000000000004 2.0750000000000006 5.9000000000000012 1.0350000000000008 1.7000000000000004 1.9500000000000004 1.5000000000000002 4.5000000000000009 0.50000000000000011 2.7000000000000006 2.3000000000000003 1.5000000000000002 1.3750000000000007 0.3000000000000001 4.1000000000000005 2.3000000000000007 1.1150000000000009 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 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 12 14 18 11 29 -6 -10 -3 15 16 -1 -2 22 -18 19 -4 -5 -22 -11 -13 25 -7 -26 -16 -20 -9 right_child=4 3 6 20 9 24 -8 8 10 13 -12 23 -14 -15 27 -17 17 -19 28 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.0043991851123533531 0.016968663553241746 -0.0063607656331372093 0.0023293625758827119 -0.017306609521437085 0.011516371701820708 0.013823543774074439 0.016242919661899922 -0.010838984410624286 0.0059179962421452154 -0.0025852415221466734 -0.00069271025171551239 0.0014247232128999283 0.01491941242554329 0.0045832306710412996 0.0053049105429019468 0.0067257646114393015 0.026293302218161486 -0.0021032020847862065 0.0051743571425795698 0.0075519123152910832 -0.0065152298967650034 -0.013178558900306845 -0.014203823838297502 -0.005459909405833443 -0.0037375749084864198 -0.00023629555035899747 0.0056095712101398281 -0.0079815261752138652 -0.0010239949139671124 -0.003405898393502145 leaf_weight=948.17317220568657 80.763206899166107 1247.0449076890945 424.89882814884186 95.378953039646149 100.89727604389191 34.093466252088547 95.119793027639389 121.81414005160332 260.14158204197884 137.49757081270218 952.3159544467926 282.7286089360714 253.7999375462532 255.71542689204216 147.68559035658836 516.07290706038475 14.8332342505455 22.672020882368088 185.50775733590126 584.70999675989151 448.3462672829628 169.88912230730057 56.463998764753342 175.08243036270142 68.497393131256104 971.64430099725723 392.08896422386169 34.902773857116699 396.26861709356308 305.22968831658363 leaf_count=2607 223 3516 1142 301 276 91 263 349 706 374 2624 777 711 693 397 1405 40 61 497 1569 1331 533 161 488 184 2629 1050 95 1070 854 internal_value=-6.19452e-05 -0.00128905 0.00140615 -0.00413409 0.00705269 -0.000570321 0.00444977 -0.00297976 -0.000902765 0.0025827 0.000725665 -0.00497713 0.010143 0.000732507 -0.00324234 0.00811182 -0.00352162 0.00912754 0.00374487 0.00535398 -0.00954389 -0.00834629 -0.00596752 -0.00120819 0.00149021 0.000240318 0.00421948 0.00276513 0.000952439 -0.00552618 internal_weight=9780.28 8341.56 4283.59 4057.97 1438.72 2597.09 1686.5 3344.36 1639.5 588.08 1212.46 1704.86 850.636 487.182 1130.76 596.836 231.467 37.5053 1591.39 1009.61 713.614 618.235 193.962 457.811 1466.32 1005.74 460.586 182.588 581.776 427.044 internal_count=27017 23073 11594 11479 3944 7053 4541 9314 4533 1605 3330 4781 2339 1329 3099 1628 636 101 4278 2711 2165 1864 535 1265 3954 2720 1234 492 1567 1203 is_linear=0 shrinkage=0.03 Tree=76 num_leaves=31 num_cat=0 split_feature=8 0 5 5 6 8 12 5 6 2 4 5 9 7 5 5 5 11 6 10 5 2 8 13 7 5 6 12 9 8 split_gain=11.478 6.90506 5.14062 5.71922 4.74836 4.56601 4.76552 4.28976 4.14815 4.08204 4.01484 5.04073 4.66643 3.81901 6.47091 4.2066 5.90699 3.71602 3.42917 3.42892 3.85391 5.04048 3.39285 3.64387 3.41719 2.89243 2.86483 3.57898 2.84904 2.84595 threshold=6.9000000000000012 575.00000000000011 0.89000000000000024 0.92500000000000027 1.3 3.9000000000000004 1.5000000000000002 2.4450000000000007 0.90000000000000013 1.3 2.1650000000000009 1.4050000000000009 4.7000000000000002 0.90000000000000013 1.2850000000000008 2.1650000000000009 1.8600000000000005 1.8333333333333337 0.90000000000000013 -0.33333333333333331 2.6050000000000009 1.3 2.5000000000000004 2.3000000000000007 2.7000000000000006 2.015000000000001 2.3000000000000003 3.9000000000000008 3.7000000000000006 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 -3 4 -4 6 -5 10 -7 -2 22 29 -13 14 -11 16 -16 18 25 20 -9 -22 23 -1 -24 -15 27 -21 -20 -12 right_child=9 2 3 5 -6 8 -8 19 -10 13 11 12 -14 17 15 -17 -18 -19 28 26 21 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010120238860677104 -0.00050953086525867928 -0.011830106662461981 0.038392198528777247 0.016612542957324318 -5.3451921011332338e-05 -0.0056966805977913424 0.0010323014976152828 -0.023571900279298924 -0.0011207762297951284 -0.016778806616779798 0.0075203486004842245 0.013925688160441704 -0.0039976763314584158 -0.013627828431806713 0.0012935723348267373 -0.0091247723550544092 0.021904010992493683 0.0095744309709673413 0.0029032402434772692 0.0096540742876861287 -0.016572235695299448 0.011043494621264052 0.0013959791902558563 -0.00041162144685578776 -0.0036757721345753525 0.0011650849937381873 -0.020522501312854734 -0.0045784492753618558 -0.0069027280300266204 -0.0155365002566935 leaf_weight=46.489060640335083 233.95543274283409 42.893326833844185 5.9571331888437253 19.40253072977066 5.6179679781198502 250.43616215884686 197.72012604773045 15.617933526635168 618.96595501899719 17.683268830180168 5.5214137136936179 17.319349929690361 53.326807305216789 99.380149722099304 45.234410494565964 18.992668375372887 17.302117258310318 11.624064624309538 32.000280603766441 25.404643088579178 13.549825921654703 10.60329784452915 5243.3251082450151 138.29266940057278 122.35262067615986 13.513487696647642 6.2224055528640738 42.509137198328972 159.97354708611965 37.821085885167122 leaf_count=163 864 166 21 63 20 980 696 62 2271 73 23 66 203 431 174 69 62 42 132 98 54 41 18280 485 435 54 25 164 642 158 internal_value=0.00013322 0.000491189 -0.00164153 -0.00124355 0.0197326 -0.00146701 0.00242458 0.000912315 -0.00243889 -0.00367941 0.00102823 -0.00454505 0.000396349 -0.00546339 -0.000327662 0.00324051 0.00699591 -0.00707332 -0.00770807 -0.00485188 -0.0119584 -0.00444884 0.00114269 -0.0028542 0.00128033 -0.0118571 -0.00103953 0.000745539 -0.00526816 -0.0125993 internal_weight=7569.01 6919.35 1140.99 1098.1 11.5751 1086.52 217.123 5778.36 869.402 649.659 5664.45 113.989 70.6462 415.704 99.2125 81.5292 62.5365 316.492 304.867 113.907 39.7711 24.1531 5550.46 184.782 5365.68 112.894 74.1362 67.9138 191.974 43.3425 internal_count=27017 24474 4217 4051 41 4010 759 20257 3251 2543 19813 450 269 1679 378 305 236 1301 1259 444 157 95 19363 648 18715 485 287 262 774 181 is_linear=0 shrinkage=0.03 Tree=77 num_leaves=31 num_cat=0 split_feature=5 0 2 3 7 4 4 2 11 9 5 6 6 7 0 7 6 8 9 8 4 5 9 5 0 5 4 5 7 8 split_gain=93.3596 49.0199 43.0167 31.3053 22.0158 19.7081 17.4255 12.9037 12.478 11.4 11.033 9.50974 8.97512 8.40588 8.47457 7.74088 7.21158 6.97934 6.50196 7.38156 6.00037 6.97078 5.8553 8.48458 5.57544 5.36718 5.3171 5.10283 5.08937 5.02858 threshold=1.5650000000000006 725.00000000000011 1.3 1.7000000000000004 1.3 1.9650000000000001 1.7000000000000004 2.3000000000000003 -1.1666666666666663 5.3000000000000016 2.3750000000000009 1.5000000000000002 1.1000000000000003 0.90000000000000013 525.00000000000011 1.3 1.1000000000000003 6.1000000000000005 4.1000000000000005 4.1000000000000005 1.2150000000000005 1.1250000000000007 5.5000000000000009 1.5550000000000008 200.00000000000003 1.4450000000000007 1.2250000000000005 1.6500000000000004 1.9000000000000001 4.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 8 6 7 11 12 10 20 15 -5 -4 28 14 -11 17 -17 -10 27 -20 21 -1 23 -13 25 -7 -24 -6 -2 -15 right_child=1 -3 5 4 18 24 -8 -9 9 13 -12 22 -14 29 -16 16 -18 -19 19 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00094631094879357627 0.00023043772320674994 -0.011736528532918733 -0.0061821358609654561 0.0090122405635240949 0.0073016827254105089 -0.0078813299913936593 -0.0049479215562233383 -0.0015930779334447822 0.0011652680313332157 0.013302560029355943 0.01686238505602464 -0.0035792443497269658 0.004646815675449804 0.0035186261851110124 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2282 327 526 1680 2483 874 135 954 2425 362 441 1118 392 223 67 23 1418 38 381 177 129 826 internal_value=-4.76076e-05 0.00370477 -0.00269611 0.00452149 0.00717784 -0.00585632 0.00132919 0.00951124 -0.000224374 -0.000815738 0.0103753 -0.00453046 0.00298483 0.00249246 0.0087614 -0.00202747 -0.00377121 0.000105302 0.00249547 0.00369822 0.00660395 0.0120185 -0.00163469 -0.003117 -0.0120065 -0.00144555 0.00383511 -0.00557086 -0.00108539 0.000733694 internal_weight=8454.64 3498.29 4956.35 3322.55 1813.51 2175.23 1509.04 1210.35 2781.12 2559.46 1122.96 1789.46 1194.09 686.156 150.328 1873.3 1030.65 842.65 603.163 524.897 221.661 100.601 649.948 511.367 385.774 40.2913 138.581 78.2663 346.212 535.828 internal_count=27017 10449 16568 9813 5205 7681 4608 3405 8887 8185 3140 6111 3539 2162 462 6023 3379 2644 1800 1559 702 310 2151 1703 1570 152 448 241 1056 1700 is_linear=0 shrinkage=0.03 Tree=78 num_leaves=31 num_cat=0 split_feature=2 0 3 3 2 7 5 8 6 9 8 7 3 9 8 5 9 6 7 6 4 7 6 4 13 9 5 7 0 4 split_gain=89.3483 49.0174 46.3435 44.3413 26.6984 17.5059 17.4638 16.6596 14.3306 12.6862 12.4719 10.3021 10.1237 9.38607 9.21082 9.44438 8.2754 7.83092 7.62161 7.58006 7.41456 6.97771 6.67762 6.58167 6.53306 6.36011 6.34726 6.05471 6.04275 5.33003 threshold=1.3 725.00000000000011 1.5000000000000002 1.9000000000000001 2.3000000000000003 0.70000000000000007 1.2250000000000008 4.7000000000000002 1.5000000000000002 6.1000000000000005 6.5000000000000009 2.3000000000000003 1.1000000000000003 2.9000000000000004 4.5000000000000009 1.0450000000000006 4.9000000000000012 1.1000000000000003 0.90000000000000013 0.90000000000000013 1.0650000000000006 1.7000000000000004 2.3000000000000003 2.1350000000000011 3.1000000000000005 6.3000000000000016 1.2850000000000008 1.1000000000000003 200.00000000000003 1.1750000000000005 decision_type=2 2 2 2 2 2 2 2 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 4 6 19 10 16 13 -8 -2 17 28 -5 21 -16 -1 -9 26 -4 -13 -7 -17 -14 -15 -10 -3 -18 -6 -22 right_child=1 18 5 8 12 14 9 11 25 -11 -12 20 23 24 15 22 27 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00090169120531820779 0.0043750546083526735 0.018698657403756626 -0.0031782844661254507 0.023613438855716037 0.0022518671254492121 -0.0096649018622991575 0.0020516322467407566 0.0039967347496674801 -0.0063826743001452364 -0.0036744655312685491 0.014752079350049208 -0.0097931726218730246 0.0026990317557493604 -0.0028358255466609515 0.025899481895972874 -0.0025749191813363675 -0.0087795937000000358 -0.00072060604671731344 0.01372726163876337 -0.015011227377678937 0.029261299070048454 -0.0025410903427540384 -0.012169508332593715 0.01230551108729132 0.011277360961113194 -0.015484628318302622 0.0014314501622286128 -0.003155279230280503 0.016969104066659222 0.0097957414854128542 leaf_weight=990.61283811926842 765.410619109869 24.151198387145996 59.276657730340958 13.260284215211867 29.198284119367599 496.29974430799484 1477.6056840419769 467.42820185422897 203.65944400429726 455.59026458859444 120.67285540699959 15.586021125316618 177.92186298966408 473.37512621283531 9.9871689677238447 707.54826828837395 259.39790746569633 982.22001445293427 392.94167709350586 273.64611375331879 14.498210459947584 164.84855923056602 71.920746773481369 100.41249537467957 31.482727527618408 104.57010817527771 92.699196070432663 512.83793705701828 179.26799336075783 99.860372811555862 leaf_count=2704 2055 69 175 36 79 1441 4013 1264 580 1255 328 42 482 1351 27 1993 729 2678 1098 820 39 453 204 277 86 313 253 1411 494 268 internal_value=-6.48941e-05 0.00295007 -0.00279533 0.00186733 0.00342096 -0.00670032 0.00230071 -0.00071163 -0.00434849 0.000702181 0.00578827 0.00152584 0.0099088 -0.00130134 -0.00527645 -0.00308878 -0.0027165 0.000800465 0.0117269 -0.0129044 0.00961799 -0.00788867 -0.0034602 0.00616469 -0.00195573 -0.00947061 0.00500032 -0.00504451 0.0149078 0.0122636 internal_weight=9768.19 4642.22 5125.97 4132.43 3306.08 1783.53 2819.28 3342.44 826.348 1933.2 886.083 1579.59 486.801 518.118 1450.6 789.456 1762.85 1449.65 509.792 332.923 129.945 661.148 779.469 278.334 504.858 308.23 116.85 772.236 208.466 114.359 internal_count=27017 12769 14248 11349 8983 5113 7651 9135 2366 5268 2383 4291 1332 1473 4118 2224 4844 3942 1420 995 349 1894 2197 759 1437 893 322 2140 573 307 is_linear=0 shrinkage=0.03 Tree=79 num_leaves=31 num_cat=0 split_feature=8 0 5 5 8 6 5 2 4 5 9 7 5 5 5 11 6 6 10 5 2 8 13 7 5 5 9 6 12 5 split_gain=10.8584 6.56552 4.94827 5.47011 4.46529 4.444 4.0237 3.88906 3.73562 4.90205 4.48168 3.67366 6.24047 4.05117 5.56389 3.58234 3.36164 3.33313 3.32996 3.79412 4.87318 3.27987 3.52945 3.28332 2.85381 2.79631 2.78549 2.78484 3.43695 2.68367 threshold=6.9000000000000012 575.00000000000011 0.89000000000000024 0.92500000000000027 2.1000000000000005 1.3 2.4450000000000007 1.3 2.1650000000000009 1.4050000000000009 4.7000000000000002 0.90000000000000013 1.2850000000000008 2.1650000000000009 1.8600000000000005 1.8333333333333337 0.90000000000000013 0.90000000000000013 -0.33333333333333331 2.6050000000000009 1.3 2.5000000000000004 3.7000000000000006 2.7000000000000006 1.0550000000000006 2.015000000000001 3.7000000000000006 2.3000000000000003 3.9000000000000008 1.8550000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 -4 8 -2 21 24 -11 12 -9 14 -14 17 -6 25 19 -8 -21 22 -1 -23 -10 -13 -19 28 -20 -17 right_child=7 2 3 4 16 -7 18 11 9 10 -12 15 13 -15 -16 29 -18 26 27 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0050045552642671862 -0.00048378254079629456 -0.011634090210164386 0.037044109937548766 0.024899966956427152 -0.0043682690574906469 -1.068896263549905e-05 -0.023388710794724613 -0.016563687490332754 0.001328275483991712 0.013698342540434161 -0.003847102189614383 -0.013415028384822072 0.0013078025499729791 -0.0089790009242973409 0.021233863229200407 0.023299397304305493 -0.00056568652452574232 0.0029498264830598829 0.0095080013614043668 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-0.001595 -0.00120562 -0.00142533 0.0192252 0.000896771 -0.00357651 0.00100871 -0.00438246 0.000483879 -0.00532472 -0.000286763 0.00319637 0.00686614 -0.00691151 -0.00156602 -0.00753984 -0.00470043 -0.0117451 -0.00430091 0.00111876 -0.00281329 0.00125394 -0.01238 -0.0116546 -0.00513267 -0.000946455 0.000804114 0.00940283 internal_weight=7566.7 6919.33 1139.28 1096.74 1085.07 11.6687 5780.06 647.371 5666.73 113.361 70.477 413.586 99.0645 81.6023 62.703 314.522 1079.3 302.858 113.325 39.3956 24.0313 5553.37 184.579 5368.79 42.8841 111.781 191.077 73.9298 67.8011 11.6643 internal_count=27017 24474 4217 4051 4010 41 20257 2543 19813 450 269 1679 378 305 236 1301 3990 1259 444 157 95 19363 648 18715 181 485 774 287 262 42 is_linear=0 shrinkage=0.03 Tree=80 num_leaves=31 num_cat=0 split_feature=5 4 5 0 2 7 7 4 5 8 6 8 6 9 9 4 7 6 13 2 10 3 9 2 8 5 0 3 2 4 split_gain=88.0589 61.9574 30.1959 24.1151 20.9708 16.7881 11.7754 11.3556 11.156 9.79494 9.46578 9.41316 8.57028 7.86884 7.83288 7.01609 6.81932 6.79273 6.75153 6.6279 6.27734 6.21364 6.17693 6.02213 5.72284 5.60819 5.59881 5.71239 5.03269 4.95839 threshold=1.9250000000000003 1.8900000000000006 1.5650000000000006 725.00000000000011 1.3 1.7000000000000004 1.5000000000000002 1.4350000000000007 1.1450000000000007 3.1000000000000005 0.90000000000000013 5.9000000000000012 0.90000000000000013 7.5000000000000009 7.7000000000000002 1.2550000000000006 0.90000000000000013 1.1000000000000003 3.3000000000000007 2.9000000000000004 0.83333333333333337 1.5000000000000002 4.3000000000000016 0.90000000000000013 2.7000000000000006 1.4650000000000007 725.00000000000011 1.1000000000000003 0.70000000000000007 1.195000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 8 7 12 16 28 18 24 -10 -4 -14 21 29 -2 -16 -8 22 -5 -9 -3 -11 -6 -12 27 -24 -1 -7 right_child=3 19 6 20 10 15 9 14 11 23 25 -13 13 -15 17 -17 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00073991382460182435 0.01564077493547034 -0.012039807262733307 -0.00067005884520032039 -0.01423896243377515 0.009747100906144052 0.0028686677291702919 -0.0018853282926270195 -0.0050997586727224787 0.0020406521782807057 0.0030242239126991748 -0.0040137487531635655 -0.0037022064059001273 0.0048175475751746433 0.014666518484420491 0.0022787921294974787 -0.0071028630700709933 0.0091126095317757665 0.018202328399236852 0.018168745626887077 -0.015996841916094524 0.0066759770768438755 0.0056415292415856648 -0.0095166655022412804 -0.0040996044176638668 -0.0090605975486581138 0.0011949254851790654 -0.013122288006464382 -0.0016739873797865553 -0.0045608745776893602 0.029063443459176483 leaf_weight=223.51964288949966 265.95053407549858 238.71345007419586 245.47030897438526 57.843163058161736 15.125155270099638 35.904836624860764 24.691390544176102 55.499520272016525 1618.681970089674 149.13755562901497 1063.2293922454119 305.32865798473358 979.34568357467651 78.889213293790817 35.214621871709824 87.026522889733315 314.09763133525848 76.46262663602829 38.932963639497757 112.59837372601032 16.628056317567825 382.70301461219788 129.79514847695827 376.19589611887932 390.18198394775391 225.49952727556229 82.459651842713356 234.77912163734436 578.15258331596851 7.9422006011009207 leaf_count=719 719 957 746 197 50 104 75 172 5059 458 3596 993 2843 224 101 267 863 213 116 474 57 1093 494 1178 1400 718 357 839 1912 23 internal_value=-4.93748e-05 -0.0013768 -0.000380914 0.00701956 -0.00173872 0.0079994 0.00278981 0.00917754 -0.000109594 -0.000730812 -0.00435996 0.0011293 0.00438028 0.00555177 0.00608868 -0.00217241 0.0121058 0.0131812 0.0103861 -0.0092511 -0.00956904 0.00428112 -0.00814346 -0.00207721 -0.00835874 -0.00310234 -0.00606284 -0.00446613 -0.00308293 0.00761344 internal_weight=8446 7110.73 6312.38 1335.27 4419.72 1260.8 1892.66 1129.93 2725.68 588.958 1694.04 1924.01 1303.71 1058.23 549.88 130.874 580.048 111.677 63.6244 798.346 74.4712 438.203 685.747 525.333 405.307 1288.73 447.034 364.574 801.672 43.847 internal_count=27017 23208 20087 3809 14447 3555 5640 3161 8683 1827 5764 6052 3813 3067 1579 394 1582 314 191 3121 254 1265 2647 1636 1450 4314 1690 1333 2631 127 is_linear=0 shrinkage=0.03 Tree=81 num_leaves=31 num_cat=0 split_feature=4 3 0 3 2 7 7 6 4 5 9 7 7 6 7 2 3 6 5 0 5 6 6 8 2 9 3 4 10 6 split_gain=84.6526 44.6777 38.0213 35.6719 22.4079 15.9417 14.6386 14.3889 11.7823 12.5993 11.5654 10.3095 9.11772 9.11624 8.57256 8.34138 7.18708 7.16909 6.56659 6.79194 6.2071 5.78396 5.41118 5.40861 8.357 5.02242 5.00332 4.85269 6.07074 4.83713 threshold=1.5550000000000008 1.7000000000000004 725.00000000000011 1.5000000000000002 2.3000000000000003 1.7000000000000004 1.5000000000000002 1.1000000000000003 2.1050000000000009 1.9500000000000004 6.5000000000000009 2.7000000000000006 1.1000000000000003 2.3000000000000003 1.7000000000000004 1.9000000000000001 2.9000000000000004 0.70000000000000007 0.67500000000000016 350.00000000000006 1.2450000000000008 0.70000000000000007 2.3000000000000003 3.5000000000000004 0.50000000000000011 3.3000000000000003 1.3 2.3550000000000009 -1.4999999999999996 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 14 16 8 12 9 -5 11 13 15 -9 17 26 23 -2 -14 -20 -4 -10 -16 -3 -25 -13 -1 28 -22 -8 right_child=2 5 20 6 -6 -7 29 10 21 -11 -12 25 18 -15 22 -17 -18 -19 19 -21 27 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.00033545685972687247 0.0078373428626562925 -0.011355235075606762 0.016958173206073932 -0.0025193109313033273 0.011972333655570157 -8.5330094980086172e-05 0.0058893235582629343 -0.00086571380319132849 0.014916144601879426 -0.01094631655851761 -0.0068772699200682604 -0.0025224521571647856 0.027585691252102102 -0.005957844329290962 0.007697146243574848 0.013059424164811439 -0.014681079950044654 0.0009547005841999464 -6.7106134319350419e-05 0.0052525202437901583 -0.0040007832274611375 0.00066585855524641717 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-0.00166831 -0.000743308 -0.00383437 -0.00537919 -0.00184753 -0.00120505 0.00179342 -0.00153774 0.00340941 -0.00160536 -0.00810368 0.0019558 0.00351539 0.00325156 0.0112717 0.00425882 0.00679938 -0.00731633 -0.00623591 0.0085594 -0.00269111 0.0092997 0.00755781 0.00333687 internal_weight=9756.61 6143.87 3612.74 3114.56 1899.36 1520.73 1215.21 4623.14 848.158 712.212 3221.04 2856.2 1402.1 2762.09 1565.7 471.49 1249.03 1095.82 930.612 920.522 498.176 135.946 469.885 1115.5 880.075 94.1096 438.988 369.9 294.276 367.051 internal_count=27017 17108 9909 8514 5140 4446 3374 12662 2378 2010 8852 7824 3810 7571 4221 1297 3701 2956 2513 2486 1395 368 1265 3274 2579 253 1209 1024 810 996 is_linear=0 shrinkage=0.03 Tree=82 num_leaves=31 num_cat=0 split_feature=8 0 4 5 5 8 7 5 5 11 0 4 9 6 11 3 4 6 5 7 8 9 7 13 5 2 4 12 10 11 split_gain=10.317 6.47438 4.49162 4.48233 4.31842 4.32643 4.85114 6.27434 4.48618 5.28834 4.02446 5.45116 4.41895 3.75206 4.09327 3.61771 3.48976 5.28315 3.43699 3.39185 3.249 3.78645 6.82812 3.48551 3.19754 3.17136 3.11347 2.98205 2.93348 3.43636 threshold=6.3000000000000016 575.00000000000011 1.6000000000000008 2.4450000000000007 0.89000000000000024 3.9000000000000004 2.1000000000000005 1.3850000000000005 0.95000000000000018 -0.33333333333333331 350.00000000000006 0.98000000000000043 4.1000000000000005 0.90000000000000013 1.8333333333333337 1.5000000000000002 1.4050000000000007 1.1000000000000003 2.015000000000001 1.5000000000000002 2.5000000000000004 1.9000000000000001 1.7000000000000004 2.3000000000000007 1.0650000000000006 1.9000000000000001 1.0650000000000006 3.7000000000000006 0.33333333333333326 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 20 -3 6 7 -6 9 -7 12 -12 16 14 18 -8 17 -2 27 -18 23 22 -22 -1 -10 -23 -25 -4 29 -14 right_child=2 4 13 -5 5 8 15 -9 24 -11 11 -13 28 -15 -16 -17 19 -19 -20 -21 21 25 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.0098944734268836057 0.030950188405554406 -0.011295762378530262 -0.0063525492168529547 -0.0050879181465180029 0.011287209874325157 -0.0053663014810535628 -0.018702848552475893 9.1380228659006899e-05 -0.01043455695313599 0.029566405817362532 -0.02625988274466504 0.0034156400151813433 -0.0032428420638516615 -0.0022738443558432365 0.012129679329106507 0.0089136478375945669 -0.013622949841560022 0.0026167606029779415 0.0014333524517933095 0.010070193714808497 0.027703087865591367 0.0015311973375036025 -0.0054811610985936914 0.0036684400383655558 -0.0021065573669330714 -0.00071879014399913257 -0.0053922403967055195 -0.013764113415959348 2.8403611831077307e-05 -0.014781427130684652 leaf_weight=46.145686998963356 8.7616956532001513 39.566805452108383 146.2199392914772 105.51250202953815 68.942276209592819 7.1862320750951758 15.456712514162065 129.99671518802643 44.134596168994904 8.5297916978597623 5.7113647460937491 226.7061111330986 46.456558600068092 489.16958394646645 9.981295704841612 5.8981961011886588 13.618247181177141 18.280919045209885 33.906145960092545 9.0528626441955549 13.037168741226198 4415.3661430627108 9.7571540772914869 76.550768285989761 693.31830440461636 646.33383242785931 61.597119107842445 73.376529842615128 49.512806490063667 46.460658118128777 leaf_count=163 30 155 604 416 235 27 56 457 168 31 21 813 168 1897 35 21 48 64 129 33 44 15265 34 268 2585 2368 217 319 177 169 internal_value=0.000144082 0.000619719 -0.00243663 0.0010344 -0.00158022 -0.00118533 0.00251271 0.00397129 -0.00226697 0.0135932 3.06746e-05 0.0026864 -0.0031817 -0.0038284 -0.0067145 -0.0110752 0.004519 0.0117967 -0.00745646 -0.00416198 0.001157 0.00129883 0.0134985 -0.00275599 -0.00260497 0.00124389 -0.000371519 -0.00882907 -0.00586955 -0.00901239 internal_weight=7564.54 6387.33 1177.21 5374.3 1013.03 973.463 220.294 198.939 753.169 15.716 424.561 232.417 192.144 752.653 263.484 21.3549 49.7137 27.0426 253.503 22.6711 5268.79 5084.49 22.7943 184.294 737.453 5061.7 138.148 219.596 142.43 92.9172 internal_count=27017 22510 4507 18775 3735 3580 769 692 2811 58 1523 834 689 2984 1087 77 175 94 1052 81 18359 17711 78 648 2753 17633 485 923 514 337 is_linear=0 shrinkage=0.03 Tree=83 num_leaves=31 num_cat=0 split_feature=5 4 5 0 2 7 7 9 4 11 8 6 6 7 9 9 4 7 13 6 2 10 9 3 2 8 0 3 5 4 split_gain=83.2388 58.9854 28.5073 22.7605 19.6139 15.9422 11.1613 10.7978 10.7771 10.197 9.35386 9.15441 8.14107 7.51096 7.49714 7.46427 6.73199 6.46395 6.44293 6.43719 6.43107 6.09891 5.97408 5.87821 5.75751 5.50993 5.35822 5.4606 5.33383 4.71776 threshold=1.9250000000000003 1.8900000000000006 1.5650000000000006 725.00000000000011 1.3 1.7000000000000004 1.5000000000000002 5.3000000000000016 1.4350000000000007 -1.1666666666666663 3.1000000000000005 0.90000000000000013 0.90000000000000013 0.90000000000000013 7.5000000000000009 7.7000000000000002 1.2550000000000006 0.90000000000000013 3.3000000000000007 1.1000000000000003 2.9000000000000004 0.83333333333333337 4.3000000000000016 1.5000000000000002 0.90000000000000013 2.7000000000000006 725.00000000000011 1.1000000000000003 1.4650000000000007 1.195000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 7 8 12 9 17 -1 18 25 -4 -9 -14 23 29 -2 -8 -17 22 -5 -3 -10 -12 -6 27 -24 -13 -7 right_child=3 20 6 21 11 16 10 13 15 -11 24 28 14 -15 -16 19 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0061109933427209821 0.015201386057436839 -0.011821958315392437 -0.00067332058535068127 -0.013992769045230266 0.0095500474709818445 0.0027772189556550405 -0.001885696892621847 0.0087476108091911406 -0.0049959104452124582 -0.0018928093030544713 0.0029382683028399761 -0.003891189429861836 0.00467297715801996 0.0013893678640824333 0.014268740100374773 0.0022039738059303556 -0.0069935843340822633 0.0088505323966427026 0.017682506817795918 0.017694110759060803 -0.015755223602927249 0.0066378072488893353 -0.0093228173793540245 0.0054601344394347735 -0.0040253967747981819 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-0.00423668 0.00424993 0.00298768 0.00538972 0.00590462 -0.00215108 0.0117621 0.0101162 0.0128189 -0.00905951 -0.00935378 -0.00796833 0.00414017 -0.00204421 -0.00818186 -0.0059201 -0.00436155 -0.00299979 0.0074156 internal_weight=8437.42 7101.04 6308.84 1336.38 4414.34 1262.39 1894.5 2725.95 1131.61 1991.68 588.79 1688.39 1305.71 734.276 1060.25 550.65 130.784 580.959 63.8546 111.951 792.195 73.9912 681.185 438.699 524.936 402.997 444.78 363.371 1285.39 43.9527 internal_count=27017 23208 20087 3809 14447 3555 5640 8683 3161 6384 1827 5764 3813 2299 3067 1579 394 1582 191 314 3121 254 2647 1265 1636 1450 1690 1333 4314 127 is_linear=0 shrinkage=0.03 Tree=84 num_leaves=31 num_cat=0 split_feature=2 0 3 3 2 7 5 8 6 9 7 3 8 9 5 8 9 7 6 6 4 6 4 4 5 9 7 0 7 11 split_gain=80.1981 43.7402 42.2163 39.7679 23.9699 16.4709 16.1153 15.6424 13.5297 11.1462 9.65818 9.45888 9.28713 8.89989 8.85312 7.69204 7.65792 7.33434 7.30627 7.23375 7.10069 6.67175 6.25951 6.14805 6.0317 6.00906 5.91721 5.82395 5.67356 5.13229 threshold=1.3 725.00000000000011 1.5000000000000002 1.9000000000000001 2.3000000000000003 0.70000000000000007 1.2050000000000007 4.7000000000000002 1.5000000000000002 6.1000000000000005 2.3000000000000003 1.1000000000000003 6.5000000000000009 2.9000000000000004 1.0050000000000006 4.5000000000000009 4.9000000000000012 0.90000000000000013 0.90000000000000013 1.1000000000000003 1.0650000000000006 2.3000000000000003 1.3350000000000006 2.1350000000000011 1.2850000000000008 6.3000000000000016 1.7000000000000004 200.00000000000003 1.1000000000000003 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 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 4 6 18 12 16 13 -8 19 27 -2 -5 -7 26 -1 24 -4 -9 -12 -17 -15 -13 -3 -10 -16 -6 -18 -21 right_child=1 17 5 8 11 14 9 10 25 -11 20 23 -14 22 15 21 28 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00087224230473576978 0.0044548869546273025 0.017959296495192151 -0.0028803534145514257 0.023077731114112186 0.0018153447124297994 0.020473001408937225 0.001952224563392863 0.0038638688301013586 -0.0061278861779945253 -0.0033727710954404634 -0.0096757124936866744 0.0024329431919434914 0.013737393678261078 -0.0095670657392878493 -0.0092936285638117837 -0.0023436971168073772 -0.008484631256981191 0.013085569827288214 -0.01453587019134565 -0.0018691571143395805 0.011916009010781891 -0.011934509821526986 -0.00036670815154581739 0.011738066831752526 0.0010361839248983287 -0.015013082475923195 -0.002695985005007645 0.016285389240046327 -0.0030319160100896947 0.0032562675180295895 leaf_weight=990.17923232913017 700.92888328433037 23.838453382253647 58.945615321397781 13.272884994745253 29.128323137760162 12.157879799604414 1544.9999250769615 467.39909002184868 202.84317091107368 458.84580343961716 15.573896825313566 177.6785229742527 112.58622115850449 78.936356961727142 488.55807217955589 708.86390170454979 258.38270479440689 389.81711503863335 270.64011174440384 751.96978980302811 114.40276882052422 71.899876803159714 424.26930528879166 99.799875468015671 92.525924801826477 103.43610674142838 163.21611601114273 178.0705127120018 512.1617723107338 229.49149808287621 leaf_count=2704 1882 69 175 36 79 33 4196 1264 580 1266 42 482 307 233 1429 2002 729 1098 820 2051 307 205 1204 277 253 313 449 494 1411 627 internal_value=-7.02308e-05 0.00278969 -0.00266011 0.00176833 0.00323872 -0.00639967 0.00217857 -0.000673307 -0.00413288 0.000732893 0.00149492 0.00940124 0.00573954 -0.00117036 -0.00501908 -0.00523543 -0.00261755 0.0111126 -0.0124513 0.000792143 0.00932887 -0.00322691 -0.00180994 0.00577969 0.00450306 -0.00912858 -0.00764146 0.0142512 -0.00486035 -0.000670698 internal_weight=9744.82 4630.98 5113.84 4124.8 3302.04 1774.28 2817.36 3339.56 822.758 2003.85 1578.84 484.677 813.515 516.479 1444.7 1432.54 1760.72 506.181 329.586 1448.86 129.977 780.764 503.206 277.478 116.364 306.279 651.774 207.199 770.544 981.461 internal_count=27017 12769 14248 11349 8983 5113 7651 9135 2366 5462 4291 1332 2189 1473 4118 4085 4844 1420 995 3942 349 2207 1437 759 322 893 1878 573 2140 2678 is_linear=0 shrinkage=0.03 Tree=85 num_leaves=31 num_cat=0 split_feature=8 0 5 5 8 6 12 5 5 8 11 6 4 9 13 2 3 2 7 5 5 5 13 11 4 6 10 9 5 5 split_gain=9.81836 5.78777 4.64554 5.09699 4.19453 4.13613 3.7252 5.72935 4.86044 5.14954 3.90103 3.75857 4.63031 4.32953 3.85953 4.57219 3.5547 3.55204 3.50382 5.98168 3.91962 5.26327 3.42166 3.36608 3.29216 3.15001 2.82989 2.72284 2.67079 2.52511 threshold=6.9000000000000012 575.00000000000011 0.89000000000000024 0.92500000000000027 2.7000000000000006 1.3 2.9000000000000008 2.0750000000000011 1.4150000000000007 5.3000000000000016 0.33333333333333326 1.1000000000000003 2.1350000000000011 8.9000000000000021 2.9000000000000008 1.1000000000000003 1.5000000000000002 1.3 0.90000000000000013 1.2850000000000008 2.1650000000000009 1.8600000000000005 1.1000000000000003 1.8333333333333337 2.7350000000000008 0.90000000000000013 -0.49999999999999994 3.7000000000000006 2.015000000000001 1.8550000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 5 26 -4 7 8 9 -1 -10 12 13 -8 16 -16 -13 -2 19 -19 21 -21 -6 25 -14 28 -5 -27 -20 -25 right_child=17 2 3 4 22 -7 11 -9 10 -11 -12 14 24 -15 15 -17 -18 18 23 20 -22 -23 -24 29 -26 27 -28 -29 -30 -31 leaf_value=0.0015390687360229093 -0.00044247916479256291 -0.011282078234354592 0.035453529440094583 0.024691267393853286 -0.011699270181868717 -0.00011032167135571695 0.0020474347701564229 -0.0062755112637868232 0.0017135940858354108 -0.0017934984039078166 0.0048530395618224097 -0.0070506194382807946 -0.0086278408954773306 0.02478985925504679 -0.0054365123010626168 0.0015773247905245629 -0.0016263279719268425 -0.016260014915171508 -0.013052397049215084 0.0014016705705822386 -0.0087881504087465121 0.020732859399822355 -0.0013530005495471825 0.02245691937707826 0.016918588390017926 0.0030881290957178614 0.0041899176787638182 -0.006530692866714473 0.0011960153469269979 -0.0054073948056309268 leaf_weight=1634.1221043765545 233.4899562895298 41.905960902571678 6.1766407936811429 8.1013453900814039 29.603292033076286 5.6221964210271835 634.02274250984192 85.247793734073639 945.50050532817841 560.4173986017704 571.54889041185379 138.44427062571049 53.883228063583374 7.6243193745613089 98.89612852036953 542.52145980298519 506.64731270074844 17.141783013939857 96.321174174547195 45.090671315789223 18.776567488908768 17.632969856262207 1019.7315070778131 6.1175023317337018 4.9578067511320105 31.82868392765522 24.044152274727821 157.79946164786816 13.499271497130392 5.6123298406600952 leaf_count=5614 864 166 21 28 114 20 2245 314 3253 1990 1960 509 219 28 354 1931 1820 73 431 174 69 62 3784 22 20 132 84 642 54 20 internal_value=0.00014926 0.000478871 -0.00147965 -0.00110392 -0.00131788 0.0185072 0.000863268 0.00141405 0.00159066 0.000688034 0.00289638 -0.00018918 0.00157905 0.00231767 -0.00115196 0.000495906 -0.00279044 -0.00339581 -0.00507843 -0.000151587 0.00323647 0.00683609 -0.00164488 -0.00664022 -0.00647536 -0.00725776 0.00935669 -0.00491619 -0.011301 0.00912478 internal_weight=7562.33 6919.02 1135.19 1093.28 1081.48 11.7988 5783.83 3796.84 3711.59 2194.54 1517.05 1987 700.488 641.647 1286.51 641.418 645.092 643.31 409.82 98.642 81.5002 62.7236 1049.33 311.178 58.841 299.449 32.1455 189.628 109.82 11.7298 internal_count=27017 24474 4217 4051 4010 41 20257 13131 12817 7604 5213 7126 2512 2273 4614 2285 2329 2543 1679 378 305 236 3898 1301 239 1259 112 774 485 42 is_linear=0 shrinkage=0.03 Tree=86 num_leaves=31 num_cat=0 split_feature=3 4 0 9 9 7 6 5 4 4 7 9 4 5 7 8 6 8 2 9 6 7 0 8 6 7 6 2 0 5 split_gain=79.1872 54.9611 22.2645 20.3716 20.1337 14.0487 13.9998 11.0224 10.4363 10.4093 10.146 8.94826 8.728 8.4778 8.21354 9.81445 8.07698 7.18497 7.05013 6.95551 6.4728 6.10638 5.74907 5.74105 5.82839 5.60743 5.48392 5.47702 5.45626 5.04019 threshold=1.9000000000000001 1.5350000000000008 725.00000000000011 4.9000000000000012 5.5000000000000009 1.7000000000000004 0.90000000000000013 2.0650000000000008 1.8600000000000005 1.9900000000000002 1.3 3.7000000000000006 1.0850000000000006 0.99000000000000021 0.90000000000000013 4.9000000000000012 0.90000000000000013 3.1000000000000005 1.9000000000000001 7.5000000000000009 1.9000000000000001 0.70000000000000007 200.00000000000003 4.7000000000000002 1.5000000000000002 2.1000000000000005 2.7000000000000006 0.90000000000000013 200.00000000000003 2.0050000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 13 8 7 18 16 10 14 23 -8 20 -1 28 -16 -5 25 21 -13 -7 -3 -9 -2 -25 -15 -12 -19 -6 -17 right_child=4 2 -4 5 9 12 11 22 -10 -11 26 19 -14 17 15 29 -18 27 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0058121998277453233 0.0095560204669861929 0.0061693344077691191 -0.013573589437116203 -0.001331519450556133 0.0024760545486908073 0.00092280178579142108 -0.0077889473514858197 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84.6183041036129 33.330632627010345 15.17627042531967 1010.5385643839836 335.07000781595707 107.75567030906677 leaf_count=1191 655 118 1124 874 114 279 980 31 411 335 816 4015 1139 688 804 297 3630 2022 827 217 94 923 244 344 241 108 45 3238 914 299 internal_value=-5.27209e-05 -0.00157093 -0.00533733 0.000411979 0.00551663 0.00256651 -0.00427228 0.0039155 0.00208777 0.00844361 0.00344783 -0.00283895 -0.00196673 -0.00154928 0.00950867 0.00697232 0.00326728 -0.000761255 -0.00861813 -0.00176934 0.00502416 -0.00557135 0.0135198 0.00632758 0.00263405 0.0039149 -0.000990279 -0.00148264 0.0128538 0.00199804 internal_weight=8428.71 6623.21 2284.32 4338.9 1805.5 2067.57 2022.75 1593.41 831.465 974.032 714.473 1521.07 474.162 2271.32 871.274 495.541 1492.67 1916.96 501.675 1250.8 120.038 289.325 100.744 433.311 202.099 256.202 281.162 1660.76 375.732 207.501 internal_count=27017 21742 8204 13538 5275 6291 7080 4779 2512 2763 2101 5212 1512 7247 2428 1400 4504 6056 1868 4232 373 1041 275 1240 585 796 861 5260 1028 596 is_linear=0 shrinkage=0.03 Tree=87 num_leaves=31 num_cat=0 split_feature=0 3 2 7 8 5 4 2 6 7 5 5 6 5 7 0 2 5 7 3 0 4 9 7 13 7 13 13 10 13 split_gain=75.7735 63.7452 40.6305 33.2674 24.0835 16.3325 17.0759 12.6579 11.7308 12.7046 10.4929 8.51821 9.45141 6.87965 5.97242 5.84878 5.7071 5.39837 5.35307 5.08997 5.61017 5.0558 5.03253 4.99007 4.81724 4.76928 4.27318 3.92565 3.67996 5.40515 threshold=725.00000000000011 1.5000000000000002 2.3000000000000003 1.7000000000000004 4.7000000000000002 2.0250000000000008 2.0750000000000006 1.1000000000000003 0.70000000000000007 0.90000000000000013 0.99000000000000021 1.0650000000000006 1.7000000000000004 1.2850000000000008 1.5000000000000002 200.00000000000003 1.3 0.67500000000000016 0.70000000000000007 1.1000000000000003 200.00000000000003 1.4150000000000007 2.3000000000000003 0.90000000000000013 3.9000000000000008 0.3000000000000001 1.7000000000000004 3.7000000000000006 -1.1666666666666663 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 10 7 15 18 21 -10 17 -5 16 22 -12 -7 -13 -1 -3 20 -4 -6 -2 -15 -22 -9 -8 -14 -21 -30 right_child=13 3 19 11 8 6 26 25 9 -11 14 12 27 23 -16 -17 -18 -19 -20 28 24 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.016177207391996112 -0.007291241049326512 -0.012152074594209148 0.0017131330134466929 0.024335909961410447 0.0022924744714619663 -0.001393451697159502 0.017776363921836565 -0.013353884453726195 -0.0025925345054137266 0.0028259135523826346 -0.0035020857677695821 0.00038987553137090635 -0.01523537966821094 0.0027735797433549132 -0.00042905159931307102 -0.011962192254473338 0.0071660101982022693 0.0022590080572702739 -0.00592816711171804 -0.0043265239177255046 0.017342395242243985 0.010355820473347576 0.016608220789057784 0.010297215631615396 -0.0012874245085819299 -0.0019144531172438175 0.00032403970026936363 -0.0023725244458438336 0.011025992278625989 -0.0061961007889124887 leaf_weight=27.216607868671417 8.3317735493183118 155.02124065160751 29.110423713922501 14.859059035778044 102.09217822551727 51.423618048429489 18.774823278188705 33.766621857881546 485.85961383581161 1962.660520285368 1384.4312764108181 219.27985829114914 24.060224413871765 107.80086901783943 966.59390473365784 563.89914417266846 228.36392220854759 319.58507546782494 629.03804224729538 22.927781105041504 163.90064311027527 222.52882671356201 164.28522211313248 300.51923903822899 13.522367179393767 1146.9521152377129 38.558040142059326 189.85190558433533 118.99542245268822 19.023300558328629 leaf_count=73 24 455 79 40 276 156 51 96 1331 5310 3832 597 66 295 2623 1773 619 860 1793 63 457 603 475 835 37 3194 104 521 327 52 internal_value=-7.27872e-05 -0.000739672 0.00114657 -0.00406292 0.000497962 -0.00558515 -0.00961991 -0.00420382 0.00246119 0.00175073 -0.00152007 0.00187247 0.00136792 0.0104336 -0.00223865 -0.0110789 0.0038467 0.00335129 -0.00715873 0.0108029 0.0139197 0.00781993 0.0154547 0.0083109 0.0159225 -0.0022416 0.00603916 -0.0038193 0.00680335 0.00865225 internal_weight=9733.23 9152.3 5838.45 3313.85 5470.97 2637.43 672.656 1964.78 2773.14 2448.52 2697.83 676.415 661.556 580.937 2351.03 615.323 447.644 346.802 784.059 367.48 206.533 324.621 172.617 408.32 177.423 1180.72 57.3329 213.912 160.947 138.019 internal_count=27017 25388 15923 9465 14908 7622 2084 5538 7520 6641 7388 1843 1803 1629 6455 1929 1216 933 2248 1015 573 879 499 1130 494 3290 155 587 442 379 is_linear=0 shrinkage=0.03 Tree=88 num_leaves=31 num_cat=0 split_feature=8 0 5 5 8 6 12 5 5 4 10 6 4 5 13 2 3 7 4 4 5 5 6 9 7 10 2 3 10 4 split_gain=9.30094 5.42284 4.50353 4.85287 4.10562 3.88757 3.4621 5.4333 4.60195 4.95176 3.75011 3.61445 4.39446 4.27893 3.66875 4.40202 3.41266 3.40399 5.64193 5.93539 6.39056 5.7525 4.22628 3.67052 3.83519 4.07168 3.81248 4.83041 3.40065 3.16823 threshold=6.9000000000000012 575.00000000000011 0.89000000000000024 0.92500000000000027 2.1000000000000005 1.3 2.9000000000000008 2.0750000000000011 1.4150000000000007 1.3850000000000007 1.1666666666666672 1.1000000000000003 2.1350000000000011 1.0550000000000006 2.9000000000000008 1.1000000000000003 1.5000000000000002 1.7000000000000004 2.8150000000000008 1.5950000000000004 0.95000000000000018 1.3550000000000006 1.3 3.1000000000000005 1.1000000000000003 0.33333333333333326 2.7000000000000006 1.1000000000000003 1.5000000000000004 2.7350000000000008 decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 -4 7 8 9 -1 -10 12 13 -8 16 -16 -13 23 19 20 -19 -22 -21 24 -2 -26 27 -25 -29 -14 right_child=17 2 3 4 -6 -7 11 -9 10 -11 -12 14 29 -15 15 -17 -18 18 -20 22 21 -23 -24 26 25 -27 -28 28 -30 -31 leaf_value=0.0017735656911409808 -0.011100592502084502 -0.011111246802914148 0.034249789373710579 0.023767370484094098 -0.0014008271152674376 -0.00010871756774089824 -0.0094020339941154555 -0.0061295707340330375 0.0024611819005316169 -0.0011691242273136188 0.009057832766822569 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4.9935114383697501 leaf_count=4671 24 166 21 20 3990 20 102 314 4931 2933 282 509 219 2171 354 1931 1820 21 26 329 68 72 170 518 49 23 172 1016 55 20 internal_value=0.000154001 0.000474329 -0.0014234 -0.00105421 -0.00126411 0.0180066 0.000846031 0.00137654 0.00154798 0.000669507 0.00281705 -0.000169129 0.00156428 0.00228126 -0.00111417 0.000491531 -0.00271427 -0.00330256 -0.00700512 -0.00805652 0.00127355 -0.00313418 -0.0116361 -0.00201212 0.00943009 0.0164468 -0.00261931 -0.00176017 0.00045392 -0.00630872 internal_weight=7560.16 6918.96 1133.23 1091.63 1079.74 11.8906 5785.73 3799.95 3715.09 2195.41 1519.68 1985.78 700.648 642.167 1285.14 641.444 643.692 641.197 165.717 159.947 44.3499 38.5715 115.597 475.48 23.9604 17.8574 451.52 411.546 281.097 58.481 internal_count=27017 24474 4217 4051 4010 41 20257 13131 12817 7604 5213 7126 2512 2273 4614 2285 2329 2543 686 660 161 140 499 1857 96 72 1761 1589 1071 239 is_linear=0 shrinkage=0.03 Tree=89 num_leaves=31 num_cat=0 split_feature=5 0 4 3 4 6 7 5 7 8 3 0 7 5 4 11 9 9 8 9 7 7 9 10 8 13 11 2 3 8 split_gain=74.9086 41.3711 34.8921 25.7906 18.9862 15.2151 13.019 12.5591 10.4487 9.7384 9.55761 8.24808 8.16329 7.88337 8.85536 13.67 6.63041 6.50084 5.98363 5.94881 5.71744 5.7053 5.66574 5.47999 5.36198 5.15648 5.08367 4.58567 4.34038 6.4369 threshold=1.5650000000000006 725.00000000000011 1.5350000000000008 2.5000000000000004 1.7750000000000004 0.90000000000000013 1.7000000000000004 2.0250000000000008 0.90000000000000013 6.9000000000000012 1.1000000000000003 875.00000000000011 0.3000000000000001 1.0450000000000006 1.0850000000000006 -1.1666666666666663 6.3000000000000016 3.7000000000000006 3.1000000000000005 5.3000000000000016 0.50000000000000011 1.3 4.1000000000000005 0.50000000000000022 5.5000000000000009 2.7000000000000006 0.83333333333333337 2.7000000000000006 2.7000000000000006 5.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 8 4 6 -4 7 -2 10 21 25 17 -6 -10 15 -15 -14 -7 -8 -11 -19 27 -23 24 -12 -1 -16 -5 -3 -30 right_child=1 28 5 9 12 11 18 -9 13 19 23 -13 16 14 26 -17 -18 20 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0028403451817323997 0.0037757871820555101 -0.012726810018690535 -0.010668097147372352 0.013345298542631506 0.024512940124010851 -0.0077298475422195572 0.0087481735502006851 0.0098030763032404423 -0.0049983695646190077 -0.024460906969761016 0.010427987721501775 -0.015222658526900152 -0.00591204038841455 0.018968664337504885 -0.0025910892181412919 0.0011926474008859837 0.0014976100622194888 0.0091169989747139062 -0.0021161384121446839 0.0021393459015309852 -0.0028862009779183615 -0.012146970376656246 0.0077750176482416942 -0.00032559839402593251 -0.00022673680749497448 0.0078476198095788902 0.0020139534245455118 -0.0066942522594082704 0.027056174076586281 -0.010361974756854993 leaf_weight=258.3674843609333 1468.0238748192787 153.0913749486208 458.12527744472027 383.3036045730114 9.7831645905971509 266.40515224635601 52.029937744140625 394.82235732674599 477.32678021490574 9.5668279677629453 209.56975746154785 58.260217487812042 294.43565560877323 42.210993349552155 1351.505421936512 501.71433740854263 172.28933551907539 37.365215703845024 370.63127756118774 36.190309137105942 808.65714767575264 14.456208139657972 115.4859217107296 89.560787439346313 53.325857400894165 48.20624178647995 256.73573768138885 10.560204684734343 6.3796162605285671 11.773954749107359 leaf_count=820 4260 577 1845 1039 30 984 155 1079 1600 29 631 263 1010 127 4354 1554 555 126 1153 103 2856 43 326 276 164 148 820 31 20 39 internal_value=-5.41345e-05 0.00329847 -0.00244234 0.00403764 0.00283901 -0.00603308 0.00397473 0.00505325 -0.000663832 0.00985023 0.00271397 -0.00421926 -0.00260831 -0.00151041 -0.000736822 0.00257214 -0.0031768 -0.00364299 -0.000778733 -0.00342219 -0.00235607 0.0110096 0.00555867 0.00608342 0.00826678 -0.00115975 -0.00185595 0.012808 -0.0110821 0.00278769 internal_weight=8420.16 3502.82 4917.34 3331.58 2762.02 1628.81 2285.51 1862.85 3288.52 569.563 659.03 1170.69 476.508 2629.49 2152.17 543.925 466.725 1112.43 422.661 45.7571 846.022 523.806 129.942 352.456 262.896 306.574 1608.24 393.864 171.245 18.1536 internal_count=27017 10449 16568 9813 8242 6074 6647 5339 10494 1571 2039 4229 1595 8455 6855 1681 1565 3966 1308 132 2982 1439 369 1071 795 968 5174 1070 636 59 is_linear=0 shrinkage=0.03 Tree=90 num_leaves=31 num_cat=0 split_feature=2 5 3 0 4 6 8 7 8 3 7 5 8 0 7 8 7 6 9 8 4 6 2 6 9 13 5 7 7 9 split_gain=72.705 38.7934 37.8901 26.571 22.4928 21.3336 15.4561 15.2518 14.0679 13.8429 9.11364 8.32308 7.48922 8.40903 7.41021 7.21936 7.19893 7.1091 7.07589 6.90584 6.77427 6.741 6.69243 6.40596 5.70889 5.51002 5.43816 5.41381 5.32512 5.17144 threshold=1.3 1.3250000000000008 1.5000000000000002 725.00000000000011 1.7550000000000003 1.7000000000000004 7.1000000000000005 0.70000000000000007 4.7000000000000002 2.9000000000000004 2.3000000000000003 1.0050000000000006 4.5000000000000009 200.00000000000003 1.3 4.5000000000000009 0.90000000000000013 0.90000000000000013 4.9000000000000012 3.9000000000000004 1.0650000000000006 1.1000000000000003 2.1000000000000005 2.3000000000000003 4.1000000000000005 3.5000000000000004 1.1450000000000007 1.7000000000000004 1.1000000000000003 3.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 8 5 22 6 9 17 18 -3 21 -9 -6 29 19 27 -5 -4 -1 -7 -12 -10 -2 -17 -8 26 -24 -13 -20 -14 right_child=1 3 7 16 12 14 24 11 10 -11 20 15 13 -15 -16 23 -18 -19 28 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00083227372955291669 0.0029484281116810679 0.00079984480393603262 -0.0024891714539070527 0.0013442473934970425 0.0023151576657909887 -0.016188091772679936 0.020755356202535612 0.019917853466082738 0.003674098063861837 -0.012702504088377042 -0.0095693536497356135 -0.0089104152729951678 -0.015697662730710975 0.014178610842022554 -0.0018349846554168681 -0.0021695849774921584 0.011254738580747457 -0.014031110638429144 -0.0081884749652501587 -0.0058717811219691878 0.011526370382163587 -0.00070348098401831684 0.019850349659164476 -0.011591454095996009 0.0068192913502071384 -0.0035620947002207247 0.0060396948725888067 -0.0025916847505253974 -0.0028976325235951267 0.0065069796378961001 leaf_weight=989.60380527377129 935.13375163078308 1729.3756157457829 58.541580945253372 90.253826975822449 73.490245401859283 75.596664518117905 31.107309639453888 12.184396386146544 467.3874791264534 71.147740215063095 15.563015371561049 485.20846858620644 11.305303096771238 419.65245488286018 322.47252026200294 706.92140698432922 245.13067930936813 267.44722008705139 257.35888025164604 256.7204318344593 114.43598601222038 981.26344272494316 53.579484909772873 71.516330897808075 176.90545481443405 21.196816831827164 49.245344400405884 163.04249146580696 511.44272145628929 57.209800213575363 leaf_count=2704 2513 4776 175 247 203 222 86 33 1264 220 42 1429 31 1190 887 2002 684 820 729 734 307 2678 145 205 486 57 133 449 1411 155 internal_value=-7.54761e-05 0.00265103 -0.00254419 0.000629868 0.00639043 -0.000372246 0.00116079 -0.00609922 -0.000664041 0.000266299 0.00139172 -0.00477178 0.0112435 0.0125877 -0.00507477 -0.00498263 0.00858777 -0.0119584 -0.00250964 -0.00821857 0.00900087 0.000708885 0.00381688 -0.00303519 0.00890336 0.0103651 0.0132361 -0.00732118 -0.00466876 0.00284311 internal_weight=9721.44 4619.52 5101.92 2998.71 1620.81 2663.33 2008.54 1764.86 3337.06 1800.52 1578.65 1438.87 561.658 488.168 654.79 1426.69 335.385 325.989 1758.41 332.317 129.999 1448.65 1059.16 778.438 208.013 124.022 102.825 648.251 768.802 68.5151 internal_count=27017 12769 14248 8342 4427 7411 5568 5113 9135 4996 4291 4118 1579 1376 1843 4085 931 995 4844 956 349 3942 2848 2207 572 335 278 1878 2140 186 is_linear=0 shrinkage=0.03 Tree=91 num_leaves=31 num_cat=0 split_feature=8 0 5 5 8 8 4 5 7 9 8 5 13 5 13 2 11 7 7 5 5 11 10 11 10 10 13 7 5 9 split_gain=8.86729 5.07859 4.3438 4.62771 3.93758 3.36052 3.69017 4.85276 6.29238 4.37192 4.22071 4.00541 3.38221 3.42411 3.32511 3.26657 4.78595 5.23771 3.40972 3.17573 3.06389 3.05681 2.68072 2.2429 2.62145 2.09143 2.07709 2.35331 5.59964 3.49838 threshold=6.9000000000000012 575.00000000000011 0.89000000000000024 0.92500000000000027 2.7000000000000006 2.5000000000000004 1.3950000000000007 1.3150000000000006 1.5000000000000002 2.1000000000000005 4.5000000000000009 1.7800000000000005 2.3000000000000007 2.0650000000000008 1.1000000000000003 1.7000000000000004 1.8333333333333337 0.3000000000000001 1.3 0.62500000000000033 0.91000000000000036 -1.0000000180025095e-35 -0.49999999999999994 -0.66666666666666619 -0.49999999999999994 1.5000000000000004 4.5000000000000009 1.7000000000000004 0.99000000000000021 4.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 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 23 -4 22 12 9 8 -8 10 -7 -9 -1 21 -6 25 17 -17 20 -11 -19 -14 -5 -3 -25 26 27 29 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380.7225594073534 5.4160320460796347 9.3285177648067457 585.53156185150146 56.634089738130569 12.110324099659918 1016.3990359008312 6.2214179784059516 10.083273768424986 2.9318159669637671 121.47811551392078 2889.62822060287 125.65417292714119 72.94050994515419 24.104541286826134 8.04639481008053 22.143746718764305 9.2066030502319318 6.5280586928129187 10.475557580590246 74.491397365927696 195.84174980223179 leaf_count=167 285 46 41 28 114 50 1705 4357 1402 19 32 2101 199 46 3784 21 35 13 554 9925 515 254 84 32 88 34 24 40 288 734 internal_value=0.000159078 0.000471455 -0.00136694 -0.00100525 -0.00121127 0.000830813 0.000963499 0.000159544 -0.00170852 0.00170135 0.0143598 0.00103214 -0.00310782 -0.000795846 -0.00152991 -0.00322116 -0.00575865 -0.00655628 -0.00723275 0.00159487 -0.00382783 0.000629929 0.00910543 -0.0109214 -0.00668546 -0.00140908 -0.00176644 -0.00207286 -0.00643162 -0.000712775 internal_weight=7558 6918.63 1131.28 1090.01 1078.04 5787.35 5598.74 2679.35 853.071 2919.4 24.3511 1826.27 188.611 141.685 1045.74 639.37 266.369 256.286 250.064 2895.04 128.586 129.575 32.2983 41.2633 30.1901 373.001 363.795 357.267 84.967 272.3 internal_count=27017 24474 4217 4051 4010 20257 19591 9565 3107 10026 82 6458 666 499 3898 2543 1138 1103 1082 9944 528 453 112 166 120 1405 1371 1347 328 1019 is_linear=0 shrinkage=0.03 Tree=92 num_leaves=31 num_cat=0 split_feature=5 0 2 3 4 4 6 9 11 9 8 6 7 7 0 7 7 6 9 8 9 7 9 9 5 4 5 0 5 4 split_gain=70.796 39.1593 33.5281 24.3078 18.0521 16.6787 12.3562 14.8469 11.2512 9.83529 9.303 8.24752 7.72104 7.16698 7.97187 6.95759 6.66798 6.62774 6.36399 6.17829 5.75724 5.41578 5.44783 5.30691 7.97064 5.29903 6.25148 5.23465 5.06712 4.90503 threshold=1.5650000000000006 725.00000000000011 1.3 2.5000000000000004 1.7750000000000004 1.9650000000000001 0.90000000000000013 7.5000000000000009 -1.1666666666666663 5.3000000000000016 6.9000000000000012 1.5000000000000002 0.3000000000000001 0.90000000000000013 525.00000000000011 0.70000000000000007 1.3 1.1000000000000003 6.3000000000000016 6.1000000000000005 5.3000000000000016 1.3 5.1000000000000005 5.5000000000000009 1.5550000000000008 1.2150000000000005 1.1250000000000007 200.00000000000003 1.4450000000000007 1.2250000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 8 4 6 11 15 -8 25 16 21 -4 -6 14 -11 -2 19 -18 -14 -10 -12 -5 -23 24 -13 26 -1 28 -7 -25 right_child=1 -3 5 10 12 27 7 -9 9 13 20 23 18 -15 -16 -17 17 -19 -20 -21 -22 22 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.00098392293497229764 0.0071931401633676777 -0.01085235091388557 -0.0055567124517386076 0.012441297322919147 0.023689245494775933 -0.007086773716321988 0.0038973843330768082 0.012132138904742224 0.0010658695729636551 0.012415647865272635 -0.02420818783201684 -0.0031727478964213044 -0.0058056240870841148 0.00066357782378864499 -0.0027688433269739405 -0.0028838014721707427 -0.0074641808848001688 -0.0020492172608735089 0.0014567526563494498 -0.0065796746259250234 0.002031454354161764 -0.0037786973022028623 0.0094959376906140654 0.016934956275514109 0.028474812781068472 0.0020208593047841786 0.015817633419326356 -0.012257364900355866 0.017394336198163267 0.0014615448238879942 leaf_weight=27.234216719865799 76.323754519224167 169.78013271093369 1118.0635693967342 394.23042586445808 9.8739312291145307 29.108930036425591 1666.8505073487759 223.46834322810173 733.13109517097473 108.15189149975777 9.4996731430292112 498.79408858716488 293.54912443459034 536.15607137978077 43.686840638518333 321.09073594212532 279.95335823297501 744.24025538563728 172.35886171460152 109.3076663762331 36.214721769094467 40.317075878381729 89.793343275785446 21.910843253135681 7.2666915804147711 121.15159258246422 74.322416245937347 328.80985344946384 10.302320852875708 116.32557955384254 leaf_count=87 219 636 3960 1070 30 114 4832 620 2282 327 29 1680 1010 1700 135 976 954 2425 555 362 103 117 252 67 23 392 223 1418 38 381 internal_value=-5.57078e-05 0.00320192 -0.00238106 0.00391771 0.00275421 -0.00521207 0.00385996 0.00487087 -0.000209296 -0.000773077 0.00955813 -0.00399879 -0.00256261 0.00229303 0.00804679 -0.000948517 -0.00190317 -0.00352934 -0.00311897 7.3849e-05 -0.00342127 0.0106897 0.00538255 -0.0012953 -0.00271831 0.00625769 0.011312 -0.011019 -0.000687275 0.00391412 internal_weight=8411.27 3503.35 4907.92 3333.57 2763.52 2130.58 2287.73 1890.32 2777.34 2554.63 570.055 1762.36 475.782 687.995 151.839 397.414 1866.63 1024.19 465.908 842.439 45.7144 524.341 130.11 644.297 506.061 222.708 101.557 368.221 39.4113 138.236 internal_count=27017 10449 16568 9813 8242 7681 6647 5452 8887 8185 1571 6111 1595 2162 462 1195 6023 3379 1565 2644 132 1439 369 2151 1703 702 310 1570 152 448 is_linear=0 shrinkage=0.03 Tree=93 num_leaves=31 num_cat=0 split_feature=2 0 3 3 2 7 9 8 8 6 7 3 9 5 8 6 9 7 4 6 2 4 6 4 9 5 0 7 4 7 split_gain=68.4187 36.6022 36.0553 34.1821 20.9495 14.6496 14.1859 13.411 12.993 12.4683 8.69568 8.50811 8.2547 7.97962 6.91821 6.90173 6.69259 6.65547 6.50435 6.4016 6.22728 5.82061 5.80477 5.71514 5.59538 5.52938 5.33492 5.19249 5.14806 5.07295 threshold=1.3 725.00000000000011 1.5000000000000002 1.9000000000000001 2.3000000000000003 0.70000000000000007 6.1000000000000005 4.7000000000000002 6.9000000000000012 1.5000000000000002 2.3000000000000003 1.1000000000000003 2.9000000000000004 1.0050000000000006 4.5000000000000009 0.90000000000000013 4.9000000000000012 0.90000000000000013 1.0650000000000006 1.1000000000000003 0.3000000000000001 1.3350000000000006 0.90000000000000013 2.1550000000000011 6.3000000000000016 1.2850000000000008 200.00000000000003 1.7000000000000004 1.1750000000000005 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 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 4 6 15 8 16 -2 12 19 26 -5 -7 27 -4 -1 25 -12 -9 -16 -14 -8 -13 -11 -3 -6 -15 -20 -18 right_child=1 17 5 9 11 13 22 10 -10 24 18 23 21 14 20 -17 29 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00081311415230406637 0.0023078360499409049 0.016950584716560552 -0.0023723812071901038 0.022333194813443813 0.0014978407909600369 0.019507457897207921 0.0031668224769435499 0.0035880811588937318 0.010338518038292896 -0.0057802155756294625 -0.0094073052073384619 0.0022289737750895381 -0.0091434881740429883 -0.0087090310198715045 -0.017616248771486407 -0.013760982718088902 -0.0079870040609655163 0.012123095668618468 0.027940860838239868 -0.00067790816303922943 -0.0024566187699389796 -0.00023559318162798084 -0.0044173750034248891 0.011318463820328266 -0.0144057553159658 0.00061769597301657305 0.01536929815226311 -0.0025163257938932543 0.00884324962539146 -0.0028176616101668038 leaf_weight=989.36939162015915 2119.102687805891 23.378571659326553 58.420211791992188 13.283974826335905 29.068964451551437 12.20384159684181 119.63006991147995 467.44179743528366 198.28623157739639 201.60890460014343 15.549103349447249 181.71295985579491 78.239677995443344 483.47383520007133 25.204395473003387 265.73876520991325 256.66860097646713 384.99087977409363 14.554497480392454 980.97203499078751 752.27625915408134 422.62043619155884 377.21600884199142 94.704344093799591 101.89549234509468 92.327276110649109 176.24135774374008 162.92352303862572 99.897239446640015 511.04450342059135 leaf_count=2704 5738 69 175 36 79 33 326 1264 542 580 42 494 233 1429 73 820 729 1098 39 2678 2134 1204 1045 265 313 253 494 449 268 1411 internal_value=-7.79651e-05 0.00256839 -0.0024743 0.00163622 0.00299829 -0.00594804 0.00200874 -0.000641109 0.00299498 -0.00385435 0.00136594 0.00877921 -0.00100804 -0.00464775 -0.00485478 -0.0117085 -0.00244407 0.0102269 0.00879845 0.00069884 -0.00294806 -0.0016271 -0.00259126 0.00534316 -0.00867607 0.00391779 0.0134053 -0.00714817 0.0112718 -0.00454592 internal_weight=9710.05 4614.31 5095.74 4113.61 3295.96 1760.24 2814.23 3335.5 2317.39 817.648 1578.41 481.728 514.144 1436.08 1423.88 324.159 1757.08 500.697 130.001 1448.41 777.481 500.86 496.846 276.417 303.504 115.706 205.31 646.397 114.452 767.713 internal_count=27017 12769 14248 11349 8983 5113 7651 9135 6280 2366 4291 1332 1473 4118 4085 995 4844 1420 349 3942 2207 1437 1371 759 893 322 573 1878 307 2140 is_linear=0 shrinkage=0.03 Tree=94 num_leaves=31 num_cat=0 split_feature=8 0 5 4 0 4 10 11 10 6 5 8 7 5 5 11 4 5 3 6 11 5 10 8 9 7 13 5 10 5 split_gain=8.40765 5.14844 3.84566 3.78961 3.91725 5.31386 4.28233 4.43899 4.28193 4.13105 3.76383 3.83706 4.67298 5.89668 4.00074 4.88627 3.62108 3.55752 3.51539 3.38693 3.71099 3.23557 3.10732 2.99019 3.53216 6.3169 3.323 3.15437 2.902 3.71184 threshold=6.3000000000000016 575.00000000000011 2.4450000000000007 1.6000000000000008 350.00000000000006 0.98000000000000043 -0.49999999999999994 1.0000000180025095e-35 -1.1666666666666663 1.1000000000000003 0.89000000000000024 3.9000000000000004 2.1000000000000005 1.3850000000000005 0.95000000000000018 -0.33333333333333331 1.4650000000000005 1.0250000000000006 1.5000000000000002 0.90000000000000013 1.8333333333333337 2.015000000000001 1.5000000000000004 2.5000000000000004 1.9000000000000001 1.7000000000000004 3.7000000000000006 1.5850000000000006 -0.33333333333333331 2.8350000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 23 4 6 -6 7 8 -2 17 -3 12 13 -12 15 -13 -11 -8 -14 20 21 -5 -16 26 25 -25 27 -1 29 -4 right_child=3 10 28 19 5 -7 9 -9 -10 16 11 14 18 -15 22 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0016488382812271745 0.020114302853474136 -0.010589852328857612 -0.017947733097975153 -0.0083219599697074917 -0.026090617111356469 0.0034202422807488187 0.02668884958134686 -0.018089529338148794 -0.0083019879803225057 0.00027125220088361875 0.010956292243969641 -0.0054667244575437538 -0.018508887145873822 0.00012039832924964718 -0.002891004934331387 0.027944144872969555 -0.012637213255104149 0.0033455587884487943 0.0087118604854312318 -0.0019901680605613693 0.011602889714315882 0.0016803997494116395 0.0048548241562286435 0.026401391220587284 0.0011544541626450932 -0.0054174126143623613 0.0049185416677810789 -0.011052212337735319 -0.0011510542179149557 0.0033820838957637719 leaf_weight=95.069258719682693 6.4722640365362194 38.397888377308846 25.118358641862869 214.75990469753742 5.6278556585311881 226.61245773732662 6.7428948581218711 29.491681843996048 18.172699123620987 54.520526096224785 69.325965911149979 7.1871721148490897 15.305631503462793 129.86692936718464 681.94995111227036 8.718343719840048 30.499422460794449 45.691284686326981 5.9219605326652518 484.66149508953094 10.078966170549391 33.669601812958717 50.031034082174301 13.269566163420679 5071.0371342003345 9.7350092530250532 40.364658683538437 48.477533787488937 68.803702220320702 10.375857874751089 leaf_count=333 24 155 104 923 21 813 24 109 66 194 235 27 56 457 2557 31 111 161 21 1897 35 129 196 44 17633 34 140 175 271 41 internal_value=0.00016325 0.000590945 0.000959255 -0.00217824 8.55159e-05 0.00270511 -0.00308987 -0.0102366 -0.000839297 -0.000275117 -0.00137819 -0.0010129 0.00246571 0.00389166 -0.00203813 0.0128469 -0.00435943 0.00634744 -0.010915 -0.00346927 -0.00624235 -0.00696634 -0.00236158 0.00107198 0.00120766 0.0129364 -0.00268609 -0.00482447 -0.00474528 -0.0117125 internal_weight=7555.96 6388.96 5382.25 1167 423.831 232.24 191.591 54.1366 24.645 137.454 1006.7 968.307 220.42 199.193 747.887 15.9055 85.0199 52.4342 21.2276 743.17 258.508 248.43 731.981 5277.95 5094.04 23.0046 183.911 143.547 104.298 35.4942 internal_count=27017 22510 18775 4507 1523 834 689 199 90 490 3735 3580 769 692 2811 58 305 185 77 2984 1087 1052 2753 18359 17711 78 648 508 416 145 is_linear=0 shrinkage=0.03 Tree=95 num_leaves=31 num_cat=0 split_feature=3 2 9 9 8 6 2 7 4 4 4 7 0 9 5 3 7 12 11 3 0 2 6 5 8 2 3 6 9 4 split_gain=67.414 48.3629 19.9419 17.8875 15.4937 12.4253 11.2488 11.023 10.9985 9.01283 8.9735 8.89683 8.37751 10.1775 7.15377 6.19437 6.11618 6.42074 5.66843 5.574 5.53364 6.52781 5.40174 6.47001 5.34771 6.46236 5.43264 5.1688 5.10253 5.03161 threshold=1.9000000000000001 1.9000000000000001 4.9000000000000012 5.5000000000000009 4.5000000000000009 0.90000000000000013 0.90000000000000013 0.50000000000000011 1.6250000000000002 1.8600000000000005 1.4350000000000007 1.3 725.00000000000011 4.3000000000000016 1.8250000000000002 3.9000000000000004 0.90000000000000013 1.7000000000000004 -1.8333333333333328 2.5000000000000004 200.00000000000003 1.1000000000000003 1.1000000000000003 1.4550000000000007 4.1000000000000005 1.9000000000000001 2.3000000000000003 2.7000000000000006 7.9000000000000012 1.0850000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 9 16 -3 18 14 -9 11 19 24 13 -7 -6 20 17 -4 -1 28 -12 -22 -8 -24 25 -2 -26 -13 -5 -18 right_child=3 5 4 10 7 12 22 8 -10 -11 15 27 -14 -15 -16 -17 29 -19 -20 -21 21 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_value=0.019051187530067411 0.0083966674348491168 -0.012131053190656965 -0.0026262672418731442 0.0066170734597156746 0.0047804078060383745 -0.0095144352623126906 -0.0057670400710013586 0.00048103203814114671 -0.0053847469435669816 -0.0059219484427178205 -0.004417321025907377 -0.002035272615337157 -0.014435415633055913 -0.001094264827123561 0.024409497076047577 0.029132717532749493 0.0062508847860960259 0.0099367104391803809 0.00022531176154939894 0.014733441552800422 0.013785923629552209 0.0039333468603057762 -0.0036207446060685152 0.0011782398239939872 -0.00050405475266785532 0.029388661911105167 0.007652997546764735 0.015904896415551747 0.018073652069244706 0.0013830386103807148 leaf_weight=14.611841708421705 126.14082989096642 345.45087300240993 43.432451128959656 260.0579873919487 65.55778269469738 193.17701743543148 612.63738304376602 1030.2745848298073 399.14812341332436 115.80712845921516 55.682565540075302 265.9073878377676 76.606311470270157 390.05458346009254 22.426271051168442 9.3459116816520673 274.79079115390778 233.20847092568874 967.46240635216236 189.0503556728363 73.247990474104881 348.33860518038273 954.47821919620037 343.9556545317173 150.2724476903677 14.740959465503691 143.80192539095879 15.284511089324949 40.426902949810028 627.53116527199745 leaf_count=44 354 1398 128 722 202 723 2142 3179 1380 411 165 816 345 1350 63 26 822 684 3056 510 204 1026 3205 1068 443 42 401 45 110 1953 internal_value=-5.67024e-05 -0.0014637 -0.000374178 0.00507511 0.00148197 -0.00752154 -0.00210408 -0.000522543 -0.00115691 0.00184295 0.00782982 0.0030986 -0.00510828 -0.00388318 0.00978367 0.00494484 0.00406191 0.00796433 0.000505414 0.0106976 0.00447119 0.00564517 -0.00344506 -0.00234949 0.00578713 0.0105931 0.00348473 -0.00106011 0.00815843 0.00286548 internal_weight=8402.91 6594.8 5589.52 1808.11 2696.37 1005.29 2893.15 1517.41 1429.42 831.955 976.15 716.148 659.838 583.232 87.9841 486.615 1178.96 276.641 982.074 489.535 477.269 421.587 1911.07 1298.43 434.956 140.882 294.074 281.192 300.485 902.322 internal_count=27017 21742 17926 5275 8411 3816 9515 4824 4559 2512 2763 2101 2418 2073 265 1421 3587 812 3100 1342 1395 1230 6415 4273 1240 396 844 861 832 2775 is_linear=0 shrinkage=0.03 Tree=96 num_leaves=31 num_cat=0 split_feature=2 5 3 8 4 6 7 3 8 7 4 7 5 3 8 0 6 8 9 4 2 6 6 8 0 13 5 7 9 7 split_gain=64.5822 35.3436 34.2088 24.2232 20.7398 18.5842 14.0452 13.2776 12.7063 11.4666 10.9321 8.3353 7.6435 7.579 7.14399 7.96957 6.70362 6.59563 6.27198 6.24164 6.19867 6.14267 6.11077 5.94735 5.87434 5.29769 5.23297 5.05145 5.00254 4.97449 threshold=1.3 1.3250000000000008 1.5000000000000002 6.9000000000000012 1.7550000000000003 1.7000000000000004 0.70000000000000007 2.9000000000000004 4.7000000000000002 0.90000000000000013 1.9650000000000001 2.3000000000000003 1.0050000000000006 1.9000000000000001 4.5000000000000009 200.00000000000003 0.90000000000000013 4.5000000000000009 4.9000000000000012 1.0650000000000006 2.1000000000000005 2.3000000000000003 1.1000000000000003 8.5000000000000018 875.00000000000011 3.5000000000000004 1.1450000000000007 2.3000000000000003 3.3000000000000003 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 8 5 20 7 16 10 18 23 -3 22 -8 24 -6 28 -4 29 -1 -13 27 -19 -10 -5 -7 26 -22 -2 -16 -14 right_child=1 3 6 9 14 13 12 -9 11 -11 -12 19 17 -15 15 -17 -18 21 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0008019760595648327 0.0020767286600174425 0.00029502873606632982 -0.0022490699382619766 -0.0046395962515431563 0.002017440180066579 -0.0032823196932790562 0.019096896536140134 -0.011231692515009408 0.0034982363217178967 0.01032925359741562 0.006042007765322429 -0.0092386211226961681 -0.0085050975720916636 -0.010002317286949492 -0.015651579195698453 0.013628519897622485 -0.013490380747997461 -0.0020200233728789605 -0.0044171359808526794 0.011027059791597207 0.019234697481278665 -0.011268054475312518 -0.00066964579985958944 0.013803536455895143 0.02385448752589666 -0.0037485596424523013 0.0056709329690519819 0.0098215411841137083 0.0061893460312722253 -0.0024392579696965377 leaf_weight=989.25056758522987 851.92517110705376 1514.9371865093708 58.284666538238525 84.767904758453369 73.264917463064194 424.65789300203323 12.221998393535612 77.668029129505157 467.49658247828484 302.22186729311943 370.81481170654297 15.533995538949965 481.69352942705154 190.83303701877594 11.307431429624556 416.1485920548439 263.9978039264679 705.41948544979095 766.61434823274612 114.47100496292114 53.389961689710617 71.160716593265533 980.84475454688072 19.323173552751541 7.302798628807067 21.181708335876465 49.180445343255997 83.196134716272354 57.095415979623795 162.80141565203667 leaf_count=2704 2290 4197 175 236 203 1171 33 239 1264 840 1017 42 1429 569 31 1190 820 2002 2140 307 145 205 2678 53 20 57 133 223 155 449 internal_value=-7.95796e-05 0.00249289 -0.00240916 0.000562002 0.00606701 -0.000507831 -0.00579859 0.000924444 -0.000624506 0.00737157 0.00142512 0.00132883 -0.00452619 -0.00502322 0.0107485 0.0120687 -0.0114574 -0.00472936 -0.00238036 0.00860556 0.00360078 -0.00286745 0.000675666 -0.00121587 -0.00282354 0.00991044 0.0127311 0.00276577 0.0025789 -0.00697285 internal_weight=9699.01 4609.22 5089.79 2992.53 1616.69 2586.21 1755.58 1963.42 3334.21 406.313 1885.75 1578.35 1433.3 622.794 557.816 484.551 322.282 1421.08 1755.86 130.005 1058.87 776.58 1448.34 104.091 431.961 123.752 102.57 935.121 68.4028 644.495 internal_count=27017 12769 14248 8342 4427 7213 5113 5453 9135 1129 5214 4291 4118 1760 1579 1376 995 4085 4844 349 2848 2207 3942 289 1191 335 278 2513 186 1878 is_linear=0 shrinkage=0.03 Tree=97 num_leaves=31 num_cat=0 split_feature=4 8 3 4 2 5 12 10 5 13 13 10 4 8 6 6 0 4 5 3 5 5 7 2 7 9 9 9 8 0 split_gain=7.94547 5.69229 4.48827 4.30679 5.58513 4.28912 5.21588 4.57813 3.75315 7.76464 6.33089 5.24234 3.42421 4.57389 4.29479 3.2584 2.9628 4.76114 3.14649 2.8785 3.33437 2.62435 2.7849 2.50371 2.24678 3.02276 5.77722 4.32513 2.14256 1.82823 threshold=2.3450000000000011 6.3000000000000016 3.3000000000000003 2.8150000000000008 2.5000000000000004 2.2750000000000008 3.5000000000000004 0.83333333333333337 2.0650000000000008 2.1000000000000005 3.5000000000000004 0.83333333333333337 1.4350000000000007 8.3000000000000025 0.90000000000000013 1.0000000180025095e-35 575.00000000000011 2.0950000000000011 2.225000000000001 3.7000000000000006 2.8250000000000006 1.3850000000000005 1.5000000000000002 3.7000000000000006 2.1000000000000005 3.7000000000000006 3.5000000000000004 5.3000000000000016 3.1000000000000005 475.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 8 23 -5 15 7 28 12 11 -11 -10 13 -3 -14 29 18 -18 -17 20 -8 -6 -23 24 25 26 -2 -27 -7 -1 right_child=3 2 -4 4 21 6 19 -9 9 10 -12 -13 14 -15 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.0041886360781506864 -0.0041030152521079766 0.00047733057039202965 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38.944483891129494 21.695810571312904 15.643414303660391 7.7634333670139295 5.8527799993753433 13.789282634854315 18.918632909655571 48.893521770834923 5.2320619821548453 55.709588557481766 62.959110483527184 6.0439403653144836 leaf_count=28 69 767 49 20 27 35 449 39 116 184 20 37 881 20 1895 17725 3217 201 140 87 61 31 25 63 89 214 23 231 251 23 internal_value=0.000167059 0.000319799 -0.00173426 -0.00603072 0.00572508 0.000658108 -0.00330257 -0.0094238 -0.00151245 0.00414113 -0.00335157 0.0138725 -0.00209282 0.00116499 -0.00310606 0.000812084 0.000845358 -0.000716178 0.00112627 -6.49653e-05 0.00158521 -0.00163012 0.00549949 -0.00784551 -0.00667298 -0.00521123 0.00545114 -0.00725766 -0.0120976 -0.0136527 internal_weight=7553.98 7372.29 1042.53 181.684 24.2966 6329.76 236.868 81.9426 1029.46 95.8409 54.1488 41.6921 933.616 221.484 712.132 6092.9 6078.91 926.825 5152.09 154.926 133.23 19.2602 13.6162 157.387 143.598 124.68 20.0765 104.603 71.7424 13.9838 internal_count=27017 26225 3969 792 103 22256 922 325 3920 357 204 153 3563 787 2776 21334 21283 3418 17865 597 510 83 56 689 626 537 92 445 286 51 is_linear=0 shrinkage=0.03 Tree=98 num_leaves=31 num_cat=0 split_feature=5 4 6 7 0 9 5 7 8 0 4 4 4 9 2 0 4 10 2 11 7 9 9 8 4 13 11 6 9 9 split_gain=63.9504 47.5747 22.8362 19.566 17.7622 15.248 14.8914 13.3329 10.0616 8.83215 9.94931 8.19084 7.39462 6.97754 7.21826 6.82168 6.14317 6.12807 5.96995 5.95553 5.8595 5.47291 5.43481 4.64084 4.52953 3.89918 3.79258 3.55787 3.35025 3.68425 threshold=1.9250000000000003 1.8900000000000006 0.90000000000000013 1.7000000000000004 725.00000000000011 4.9000000000000012 1.4550000000000007 1.7000000000000004 3.5000000000000004 200.00000000000003 1.9900000000000007 1.4950000000000008 0.9650000000000003 2.9000000000000004 2.1000000000000005 350.00000000000006 1.2550000000000006 0.83333333333333337 2.9000000000000004 1.5000000000000004 0.50000000000000011 4.3000000000000016 8.3000000000000025 7.3000000000000016 1.195000000000001 3.9000000000000008 -0.83333333333333315 2.7000000000000006 6.3000000000000016 5.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 5 7 6 -4 9 20 28 15 -7 27 -10 -15 -11 24 -6 21 -14 -1 -3 -12 -23 25 -9 -22 -5 29 -2 right_child=4 18 3 12 17 11 -8 16 13 10 22 -13 19 14 -16 -17 -18 -19 -20 -21 26 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.022886480393040323 0.0014440553086506084 -0.010970961386114348 -0.0020433002087179644 0.0027718430767877714 -0.013266813136022137 0.0049474440773700544 0.003615073822629559 -0.0045248228642842895 -0.015562337733180887 0.014681408223867097 -0.0037264233754297164 0.00050822468775282707 -0.0036764246301683769 -0.0038110454737587765 -0.012845273547098791 0.0083685628176009153 -0.0069391507289151529 0.0076555698736610429 -0.014892386493938274 0.0066218193143410143 0.011581781559414852 -0.0035141899132184245 0.014977745983922191 -0.01085444431932437 0.027095556898824452 0.016562026538038364 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-0.00463648 0.00972534 -0.00229219 -0.00853863 -0.00825608 -0.0032392 0.00238195 -0.00719962 -0.00042191 -0.00522406 0.00680138 0.00226167 0.000987257 0.00413594 0.000359873 0.00533437 internal_weight=8394.76 7055.89 6289.53 5090.7 1338.87 3711.8 1905.82 1266.84 1198.83 1136 1009.16 1805.98 1378.9 1014.42 958.765 913.038 130.837 72.0299 766.359 1243.19 184.406 661.113 96.1189 433.849 44.2483 36.1596 172.662 135.71 126.846 62.1486 internal_count=27017 23208 20087 16039 3809 11483 6035 3555 4048 3161 2803 5448 4556 3453 3253 2492 394 254 3121 4135 595 2647 311 1690 127 104 560 421 358 176 is_linear=0 shrinkage=0.03 Tree=99 num_leaves=31 num_cat=0 split_feature=0 3 2 7 8 5 4 7 2 5 6 7 5 6 6 3 5 0 8 2 9 3 0 13 9 13 6 12 6 12 split_gain=61.9908 51.833 34.1722 29.0495 19.8263 14.0491 15.3069 13.8824 10.1758 9.43333 8.3524 7.87699 7.73717 8.4562 7.00967 6.46524 6.40169 5.58358 5.16839 5.06617 4.9088 4.60366 5.0903 4.52199 4.5191 4.36921 5.3528 5.5483 4.95942 4.56053 threshold=725.00000000000011 1.5000000000000002 2.3000000000000003 1.7000000000000004 5.3000000000000016 2.0250000000000008 2.0750000000000006 1.5000000000000002 1.1000000000000003 1.1450000000000007 1.7000000000000004 0.90000000000000013 1.0650000000000006 1.7000000000000004 1.3 0.90000000000000013 1.2850000000000008 200.00000000000003 5.1000000000000005 0.3000000000000001 2.3000000000000003 1.1000000000000003 200.00000000000003 3.9000000000000008 7.9000000000000012 1.7000000000000004 0.90000000000000013 2.1000000000000005 0.70000000000000007 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 7 8 17 10 19 -9 -1 15 -5 18 -13 -6 20 -7 -14 -3 -2 22 -4 -24 -10 28 -27 -28 -18 -30 right_child=16 3 21 12 11 6 -8 9 24 -11 -12 14 13 -15 -16 -17 25 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 29 -31 leaf_value=-0.0012127088799627939 -0.0082187044084045049 -0.016822281800660397 0.0012682085549370167 0.023275528971080216 0.0046500039924931517 -0.00080624143579106249 0.0059098976143869214 0.0047602969875083995 -0.0017906485947915211 -0.00030426892614227562 -0.0053471598598339764 0.0060161236998148293 0.00080091179997099165 -0.0035451883276375515 0.0018660174168317369 -0.003692062074102719 0.0063658239402204705 -0.011195401319658561 0.0072854637868540063 -0.0059458959588724837 0.01554039884427867 0.0061050456631409405 0.016224869363140649 -0.001880577952691547 -0.013643074731834971 0.014809529055904548 -0.01853698152695574 0.0073814151429174787 0.0072383830141856016 -0.017073072649146495 leaf_weight=1472.8900048434734 8.226544648408888 40.675572872161865 29.023961454629898 14.837917089462278 125.36703389883041 50.844926655292511 57.270161598920822 486.75017130374908 1146.2403658628464 1034.4047490656376 626.95228952169418 736.29732728004456 246.16662856936455 213.26726427674294 728.88918721675873 251.06016919016838 69.972040861845016 552.20441603660583 200.90104612708092 735.38151550292969 160.86698120832443 159.85138291120529 161.56891459226608 13.448605716228483 29.702320575714111 102.37349995970726 7.7284256219863883 194.70679929852486 10.924086421728136 19.062248378992081 leaf_count=4049 24 120 79 40 341 156 155 1308 3205 2810 1746 1992 671 587 1974 688 195 1773 545 2128 475 442 457 37 85 291 21 541 30 52 internal_value=-8.1469e-05 -0.00068364 0.00101577 -0.00369555 0.000422791 -0.00512923 -0.00891187 -0.000866132 -0.00384964 0.00131633 -0.00244714 0.00295708 0.00185153 0.00137013 0.00395156 -0.000913782 0.00948215 -0.0103195 0.00371491 -0.00651596 0.0143845 0.00991735 0.012904 0.0148336 -0.00209002 0.00743416 0.00921907 0.00639192 0.00199134 -0.00821636 internal_weight=9687.86 9114 5826.5 3287.49 5462.61 2612.32 660.32 3621 1952 1521.15 2099.84 1841.61 675.173 660.335 1465.19 376.427 573.861 603.049 447.068 776.057 169.094 363.893 204.041 175.018 1175.94 404.767 304.809 202.435 99.9584 29.9863 internal_count=27017 25388 15923 9465 14908 7622 2084 9913 5538 4118 5795 4995 1843 1803 3966 1029 1629 1929 1216 2248 499 1015 573 494 3290 1130 853 562 277 82 is_linear=0 shrinkage=0.03 Tree=100 num_leaves=31 num_cat=0 split_feature=4 3 8 4 2 8 13 10 9 5 2 3 12 0 5 13 13 10 4 8 6 4 5 7 2 5 4 9 9 2 split_gain=7.50493 5.38076 4.57999 4.17093 5.25936 3.89782 4.40498 3.76419 5.80269 5.38571 4.45096 4.19086 3.87948 3.70451 3.64554 7.39096 6.01563 4.94805 3.25963 4.33388 4.14234 2.75592 2.53824 2.64306 2.46914 2.30725 2.25534 2.97189 6.42088 3.03519 threshold=2.3450000000000011 3.3000000000000003 6.3000000000000016 2.8150000000000008 2.5000000000000004 5.7000000000000002 1.7000000000000004 1.5000000000000004 6.9000000000000012 2.305000000000001 1.3 1.3 3.5000000000000004 575.00000000000011 2.0650000000000008 2.1000000000000005 3.5000000000000004 0.83333333333333337 1.4350000000000007 8.3000000000000025 0.90000000000000013 1.5150000000000008 1.3850000000000005 1.5000000000000002 3.7000000000000006 2.1750000000000012 2.3750000000000009 3.7000000000000006 3.5000000000000004 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 -5 6 -3 9 10 13 -9 -10 -11 -1 18 17 -17 -16 19 -4 -20 25 -6 -24 26 -8 -2 28 -28 -29 right_child=3 5 14 4 22 -7 21 8 11 12 -12 -13 -14 -15 15 16 -18 -19 20 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31 leaf_value=0.0010187269982976197 -0.015366134839758535 0.014113218299029583 0.00047685052277319107 0.032699536375388014 -0.018632188346893865 -0.018683852476758498 -0.023494264751197886 0.011716595746604497 0.031351605224681299 -0.010237678991159172 0.00074451047048255242 0.0083350957886120791 -0.00080798937440321867 -0.0010961544181507415 0.019295766873140288 -0.0066596198462535103 0.026012394287721834 -0.004968437348697354 -0.0064989762116959707 0.027275925582906733 -0.0015093602627905885 0.0039029666851726546 -0.0061244907006216707 0.020521569948610666 -0.019892854469350175 -0.0067153886090926158 -0.0041682800694932132 0.0027108576436271855 0.035056774593278127 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-0.00731722 -0.00152142 0.00543699 -0.00767118 -0.0118509 -0.00650728 -0.00490092 0.0056634 -0.00699778 internal_weight=7552.1 7371.57 7291.76 180.529 24.3072 79.8078 59.2491 6264.26 271.074 5993.18 239.546 31.528 160.066 5833.12 1027.51 95.8673 53.9376 41.9297 931.64 221.555 710.085 48.7598 19.1865 13.6397 156.222 34.7277 142.638 120.744 19.9968 100.747 internal_count=27017 26225 25918 792 103 307 229 21998 972 21026 858 114 626 20400 3920 357 204 153 3563 787 2776 189 83 56 689 136 626 532 93 439 is_linear=0 shrinkage=0.03 Tree=101 num_leaves=31 num_cat=0 split_feature=5 0 4 3 7 6 6 2 4 5 0 2 9 4 8 0 12 13 4 8 11 5 7 5 9 8 8 9 5 8 split_gain=60.7622 34.7449 28.9392 21.1796 15.691 13.6365 12.7662 10.3857 10.0643 9.21255 8.89211 8.32557 7.84057 7.70443 7.60261 6.94089 6.57769 6.38675 7.17942 6.34003 5.89661 6.31843 5.61654 5.48937 5.48677 5.86032 5.3664 4.97481 4.86321 4.68252 threshold=1.5650000000000006 725.00000000000011 1.5350000000000008 1.7000000000000004 1.3 0.90000000000000013 1.1000000000000003 2.5000000000000004 2.0050000000000012 0.99000000000000021 200.00000000000003 0.90000000000000013 7.5000000000000009 1.5150000000000008 4.3000000000000016 875.00000000000011 1.9000000000000001 2.5000000000000004 2.0050000000000012 3.9000000000000004 -1.1666666666666663 1.1950000000000005 0.50000000000000011 1.9350000000000005 4.1000000000000005 4.1000000000000005 2.5000000000000004 5.3000000000000016 1.6500000000000004 4.1000000000000005 decision_type=2 2 2 2 2 2 2 2 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 6 7 -4 8 10 22 -1 -5 20 13 -8 17 -16 -13 19 -19 -7 21 -11 -2 -9 28 -26 -18 -22 -6 -14 right_child=1 -3 5 4 24 14 12 23 -10 11 -12 16 29 -15 15 -17 26 18 -20 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0047734843743508018 0.010061852437100239 -0.010407659788935639 -0.0099939801403244183 0.001905709244814561 0.0069625362356436626 7.8445134889612431e-05 0.0038717254897808356 -0.016466265192141727 -0.015854247821827525 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1453.9591062664986 298.57845050096512 57.506450235843658 80.031723469495773 leaf_count=1413 99 636 1845 469 64 85 1789 75 198 66 2770 774 93 992 3277 247 191 498 37 85 2268 194 1205 91 441 1118 4677 911 177 232 internal_value=-5.96444e-05 0.00295458 -0.00222298 0.00362243 0.00579637 -0.00553061 0.000995072 0.00775602 -0.00309936 -0.000610162 0.00834884 -3.36715e-06 0.00285214 0.00194002 -0.0038124 -0.00492693 -0.00128984 0.00150063 -0.00153129 0.0109627 0.00202995 0.00956523 -0.00159321 -0.0051655 0.00185035 0.00294776 -0.000559644 0.00139549 -0.00557513 0.0102941 internal_weight=8386.43 3504.09 4882.34 3337.29 1826.23 1600.32 1511.06 1220.24 471.502 3282.01 1166.71 2864.52 1039.56 926.06 1155.5 955.142 1754.47 200.363 151.741 48.6219 1110.04 86.2059 421.705 53.5267 605.99 527.962 1515.07 1023.84 78.0276 113.501 internal_count=27017 10449 16568 9813 5205 6074 4608 3405 1502 10494 3239 9081 3106 2781 4229 3524 5642 705 535 170 3439 260 1304 166 1800 1559 4868 3179 241 325 is_linear=0 shrinkage=0.03 Tree=102 num_leaves=31 num_cat=0 split_feature=2 5 3 8 4 6 7 3 8 7 4 7 5 3 8 0 6 8 4 2 9 2 8 6 0 8 13 11 4 9 split_gain=58.9738 32.3812 30.8222 22.0966 18.9404 17.1611 13.2724 12.3728 11.6421 10.6748 9.71759 7.85915 7.1918 7.04999 6.73904 7.54263 6.48048 6.19569 5.97493 5.87622 5.78027 5.74317 5.66454 5.54696 5.51828 5.12859 6.849 4.98109 4.95128 4.8407 threshold=1.3 1.3250000000000008 1.5000000000000002 6.9000000000000012 1.7550000000000003 1.7000000000000004 0.70000000000000007 2.9000000000000004 4.7000000000000002 0.90000000000000013 1.9650000000000001 2.3000000000000003 1.0050000000000006 1.9000000000000001 4.5000000000000009 200.00000000000003 0.90000000000000013 4.5000000000000009 1.0650000000000006 0.3000000000000001 4.9000000000000012 2.1000000000000005 8.5000000000000018 1.1000000000000003 875.00000000000011 6.1000000000000005 3.5000000000000004 0.50000000000000022 1.1750000000000005 3.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 8 5 21 7 16 10 20 22 -3 23 -8 24 -6 29 -4 -14 -13 -19 -1 -2 -5 -10 -7 26 -23 -25 -20 -16 right_child=1 3 6 9 14 13 12 -9 11 -11 -12 18 17 -15 15 -17 -18 19 28 -21 -22 25 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.00078640405520977587 0.0026485918632948124 0.00029933253579024607 -0.0019962220812831197 -0.0045966989607728699 0.0018098548585401917 -0.0031659703006805318 0.018596646429546903 -0.010906143062927516 0.0033050814997140393 0.0099064153070031868 0.0057246304081408584 -0.0091482108162109985 -0.0066819657889878115 -0.0096641601458908495 -0.015572881639584308 0.013116632206975539 -0.013083215209319573 -0.017025677155612255 0.027016611812207464 -0.0022179976367213742 -0.0042590991731430361 0.010573611172644406 0.013418187738162033 -0.0018477888634120697 0.023204706689397708 0.024642018015722265 -0.0094724891003345364 0.0032036316793878925 0.0083017683537815051 0.0059118648340683328 leaf_weight=988.92404654622078 934.87995475530624 1513.0339684486389 57.979590982198715 84.540219247341156 73.072019547224045 424.03398013114929 12.237553149461744 76.976597338914871 467.48955398797989 300.95330637693405 369.74746370315552 15.523370355367659 641.12075147032738 189.48991018533707 11.311561912298201 412.6236264705658 261.22890320420265 24.921518474817276 14.580427199602125 749.36768066883087 765.13609874248505 87.480470657348633 19.293956190347672 751.07060471177101 7.2640733122825614 17.3741814494133 18.601116240024567 229.33120059967041 99.869845330715179 56.98962926864624 leaf_count=2704 2513 4197 175 236 203 1171 33 239 1264 840 1017 42 1878 569 31 1190 820 73 39 2134 2140 237 53 2051 20 48 50 627 268 155 internal_value=-8.31859e-05 0.00237834 -0.00231153 0.00052809 0.00580419 -0.000494131 -0.00553922 0.000882788 -0.000619318 0.00704481 0.00136477 0.0012504 -0.00430272 -0.00484091 0.0102983 0.0115881 -0.0110694 -0.00450071 0.00831706 -0.0026946 -0.00230122 0.00345168 -0.00124926 0.000616043 -0.00272183 0.00953313 0.00705858 -0.000666183 0.010686 0.00235371 internal_weight=9676.45 4597.67 5078.78 2985.33 1612.33 2580.55 1746.86 1959.76 3331.93 404.787 1882.78 1577.87 1427.65 620.788 553.997 480.925 319.208 1415.41 129.974 774.289 1754.06 1058.34 103.834 1447.89 431.298 123.456 106.082 980.402 114.45 68.3012 internal_count=27017 12769 14248 8342 4427 7213 5113 5453 9135 1129 5214 4291 4118 1760 1579 1376 995 4085 349 2207 4844 2848 289 3942 1191 335 287 2678 307 186 is_linear=0 shrinkage=0.03 Tree=103 num_leaves=31 num_cat=0 split_feature=8 0 3 5 6 5 11 5 5 9 5 7 4 4 5 5 6 9 7 10 2 3 10 3 12 5 3 7 0 8 split_gain=7.12518 4.05438 4.38146 4.00542 3.27417 3.78076 3.23794 3.15253 3.56619 3.63291 3.4495 3.00353 5.35553 5.43523 5.86051 5.63273 4.01133 3.54367 3.75152 3.81146 3.39606 4.45131 3.35163 3.05327 2.93045 2.79315 4.10537 2.71112 3.14531 5.32414 threshold=6.9000000000000012 725.00000000000011 3.3000000000000003 2.1550000000000011 0.90000000000000013 2.2750000000000008 1.8333333333333337 2.1750000000000012 2.3850000000000011 6.1000000000000005 3.0250000000000008 1.7000000000000004 2.8150000000000008 1.5950000000000004 0.95000000000000018 1.3550000000000006 1.3 3.1000000000000005 1.1000000000000003 0.33333333333333326 2.7000000000000006 1.1000000000000003 1.5000000000000004 1.1000000000000003 2.3000000000000007 1.8750000000000002 0.90000000000000013 2.7000000000000006 475.00000000000006 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 27 6 -5 -6 -3 -4 9 -9 -10 17 13 14 -13 -16 -15 18 -2 23 21 -19 -23 -20 -18 26 -22 -1 29 -29 right_child=11 3 7 4 5 -7 -8 8 10 -11 -12 12 -14 16 15 -17 24 20 19 -21 25 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.00077306503296374314 -0.010854107362869752 -0.0049102354662319226 -0.017795679285408081 -0.0043193196366918445 0.03656387300605398 0.0054033684233273883 0.015491319098203362 0.027291774775557952 -0.011320889826942288 -0.0044179545520755476 0.012906742488014411 0.02930752122923529 0.02195729516224566 -0.015228857781222939 -0.014805652186565476 0.0082464901087132697 0.0097660115251507681 -0.0060844657781963371 -0.0069555328123148226 0.036537371715874685 0.005171431715905713 -8.7933291390925034e-05 0.014977376743338437 0.023403147576077539 -0.008375215608473487 0.0011200386495761291 -0.022769238861789859 0.010025887189762129 -0.0073485646851713564 -0.0067553494130298099 leaf_weight=6426.6115624457598 6.0239206999540356 239.20430751144886 17.65525221824646 10.979352414608003 5.6642816364765158 9.19023150205612 7.2125002294778815 6.1245144903659803 34.211316138505936 6.9323282390832901 6.25625917315483 5.8944954276084891 5.7789717614650717 71.607096955180168 18.363385587930679 19.853880926966667 11.052938148379324 128.26034919917583 6.5317277312278765 5.7867567539215079 6.1752447634935406 265.26155911386013 13.991569235920904 5.4855437278747559 29.146495118737221 12.18039286136627 20.262116834521294 33.16017372906208 80.336905092000961 34.948674902319908 leaf_count=22542 24 1000 65 41 20 32 27 22 138 26 25 21 26 329 68 72 44 518 27 23 30 1016 55 22 126 47 95 115 294 127 internal_value=0.000174882 0.000453351 0.000600336 -0.00313489 0.00810343 0.0172854 -0.00431309 -0.00680278 -0.00317673 0.010456 -0.00757531 -0.00287516 -0.00640192 -0.00745303 0.00146437 -0.00283006 -0.0109713 -0.00166173 0.00961039 0.0165345 -0.00226377 -0.00145802 0.000666892 0.00690234 -0.00338724 -0.0107664 -0.0162429 0.00068048 -0.00332776 0.00141494 internal_weight=7550.14 6918.49 6646.24 272.251 25.8339 14.8545 246.417 71.1797 53.5244 13.0568 40.4676 631.656 161.697 155.918 44.1118 38.2173 111.807 469.959 23.8279 17.804 446.131 407.513 279.253 12.0173 40.1994 38.6178 26.4374 6575.06 148.446 68.1088 internal_count=27017 24474 23354 1120 93 52 1027 276 211 48 163 2543 686 660 161 140 499 1857 96 72 1761 1589 1071 49 170 172 125 23078 536 242 is_linear=0 shrinkage=0.03 Tree=104 num_leaves=31 num_cat=0 split_feature=3 2 7 9 9 4 6 5 4 7 4 0 9 6 5 7 8 9 2 11 6 0 8 10 3 6 6 5 7 3 split_gain=57.399 42.3798 17.7808 15.996 15.7988 11.8317 11.4914 9.09201 7.83713 7.89141 7.83383 7.70427 9.6003 7.33091 6.95699 6.86698 8.49505 5.80705 6.69582 5.98831 5.43164 5.20319 4.96153 6.4217 4.98837 4.88554 4.81025 5.41412 4.47681 4.30592 threshold=1.9000000000000001 1.9000000000000001 1.7000000000000004 5.5000000000000009 4.9000000000000012 1.6100000000000005 0.90000000000000013 2.0650000000000008 1.8600000000000005 1.3 1.9900000000000002 725.00000000000011 4.3000000000000016 1.7000000000000004 1.4050000000000009 0.90000000000000013 4.9000000000000012 6.5000000000000009 0.90000000000000013 0.33333333333333326 0.90000000000000013 725.00000000000011 4.1000000000000005 0.83333333333333337 2.3000000000000003 2.7000000000000006 1.5000000000000002 1.8600000000000005 0.3000000000000001 2.9000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 14 7 -3 -6 9 22 15 12 -8 -4 21 26 -17 18 -15 -19 -16 -1 23 -2 -24 -11 29 -28 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114.75445450842381 265.88703708350658 102.36780706048012 74.080145508050919 387.61112703382969 163.13071513175964 114.35128237307072 290.04855543375015 208.28960776329041 28.795988917350769 304.35782623291016 13.802716702222822 565.97734151780605 29.421200633049011 150.58007399737835 21.086623668670654 144.18535074591637 15.38089683651924 31.786012142896652 122.42429876327515 397.68115167319775 46.348566681146622 leaf_count=4248 337 1398 3405 486 4725 29 723 289 411 816 335 345 1350 516 375 804 596 88 1012 42 1723 125 443 59 401 45 88 329 1349 125 internal_value=-6.15246e-05 -0.00136503 -0.000350544 0.00466895 0.000678285 0.00250548 -0.00708936 0.00361984 0.00161242 0.00277658 0.00727143 -0.0047648 -0.00359716 -0.00313844 -0.00123122 0.00818994 0.00587913 -0.000214815 -0.00118107 0.010389 0.00123075 -0.00250744 0.00530264 0.00991972 0.00308589 -0.00114171 0.011246 0.0153184 -0.00208301 0.00842482 internal_weight=8377.82 6567.98 5579.22 1809.83 4075.3 2082.54 988.765 1675.6 832.311 717.556 977.524 651.96 577.88 1503.92 1992.76 875.156 498.338 510.087 467.489 42.5987 680.329 1312.43 436.288 141.523 294.765 281.268 376.818 154.21 406.938 222.607 internal_count=27017 21742 17926 5275 12863 6392 3816 5014 2512 2101 2763 2418 2073 5063 6471 2428 1400 1658 1528 130 2098 4373 1240 396 844 861 1028 417 1378 611 is_linear=0 shrinkage=0.03 Tree=105 num_leaves=31 num_cat=0 split_feature=0 3 2 7 8 5 4 4 7 7 9 5 6 5 2 5 6 7 6 4 9 3 0 13 13 13 6 12 6 12 split_gain=55.9028 46.4558 31.373 27.0225 18.1647 12.9475 14.3032 9.39667 9.39225 9.27163 7.80007 7.28753 7.82868 6.88235 6.53541 5.98744 5.50937 5.42828 5.38776 4.86386 4.76179 4.44718 4.87492 4.28965 4.24534 4.16765 5.12531 5.29095 4.6833 4.3699 threshold=725.00000000000011 1.5000000000000002 2.3000000000000003 1.7000000000000004 4.9000000000000012 2.0250000000000008 2.0750000000000006 1.195000000000001 0.90000000000000013 1.5000000000000002 6.3000000000000016 1.0650000000000006 1.7000000000000004 1.1450000000000007 0.3000000000000001 1.2850000000000008 1.7000000000000004 0.50000000000000011 0.70000000000000007 1.0250000000000006 2.3000000000000003 1.1000000000000003 200.00000000000003 3.9000000000000008 1.7000000000000004 1.7000000000000004 0.90000000000000013 2.1000000000000005 0.70000000000000007 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 9 7 17 -3 18 16 -10 -5 19 -11 -9 20 -1 -7 -6 -13 -2 22 -4 -24 -8 28 -27 -28 -17 -30 right_child=15 3 21 11 8 6 24 14 10 13 -12 12 -14 -15 -16 25 -18 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 29 -31 leaf_value=-0.0014981484885927003 -0.0084997647881659109 -0.0072489948422430643 0.0010593488045938107 0.022644953766624495 0.0064269163656215907 -0.0166962896124211 0.017474687795532816 -0.021558100343300201 0.0040001030503196717 0.0039397736491609417 -0.0015261454321699166 -0.0075779878461469836 -0.0033665261856850605 -0.00075855451652892612 -0.0022474017969425068 0.0059880942981500656 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1127 475 442 457 37 104 291 21 541 30 52 internal_value=-8.51942e-05 -0.000656345 0.000951701 -0.00351501 0.00038447 -0.00490311 -0.00855499 -0.00367581 0.0023054 -0.00117456 0.00324483 0.00183576 0.00136845 0.000755828 -0.00245954 0.00902876 -0.0026091 -0.0099293 -0.00137391 0.00362421 0.0138028 0.00950319 0.0124498 0.0143492 0.00576766 0.00704845 0.0087976 0.0060294 0.00172565 -0.00819821 internal_weight=9665.37 9095.38 5820.98 3274.4 5458.89 2599.93 653.981 1945.95 2445.59 3013.3 1948.17 674.474 659.661 1284.63 1451.78 569.988 1728.67 596.723 497.419 446.803 167.115 362.095 202.796 173.812 57.258 402.873 303.228 201.65 99.645 29.9395 internal_count=27017 25388 15923 9465 14908 7622 2084 5538 6641 8267 5278 1843 1803 3482 4090 1629 4785 1929 1363 1216 499 1015 573 494 155 1130 853 562 277 82 is_linear=0 shrinkage=0.03 Tree=106 num_leaves=31 num_cat=0 split_feature=4 3 8 4 2 8 13 10 9 5 9 3 12 5 13 13 10 0 12 10 10 4 5 7 2 5 4 9 9 2 split_gain=6.82668 4.93518 4.02671 3.9779 4.90696 3.85216 4.238 3.65888 5.52619 5.02179 4.41076 3.92252 3.77541 3.44972 7.00678 5.65948 4.69506 3.36935 3.14191 4.98687 4.76169 2.64087 2.46188 2.48509 2.42972 2.25442 2.24023 2.88978 6.08313 2.93876 threshold=2.3450000000000011 3.3000000000000003 6.3000000000000016 2.8150000000000008 2.5000000000000004 5.7000000000000002 1.7000000000000004 1.5000000000000004 6.9000000000000012 2.305000000000001 6.5000000000000009 1.3 3.5000000000000004 2.0650000000000008 2.1000000000000005 3.5000000000000004 0.83333333333333337 575.00000000000011 3.7000000000000006 -0.49999999999999994 -1.4999999999999996 1.5150000000000008 1.3850000000000005 1.5000000000000002 3.7000000000000006 2.6250000000000004 2.3750000000000009 3.7000000000000006 3.5000000000000004 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 -5 6 -3 9 10 17 -9 -10 -11 18 16 -16 -15 -1 19 -4 -20 -8 -6 -24 26 -7 -2 28 -28 -29 right_child=3 5 13 4 22 25 21 8 11 12 -12 -13 -14 14 15 -17 -18 -19 20 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31 leaf_value=0.00097643373929348469 -0.015133271392408871 0.014016210098807885 -0.0047523243927988556 0.031459516098558155 -0.018437106324927927 -0.025976538581967017 -0.01150181596076945 0.0035982383241517928 0.030312810743840332 -0.010041684310596691 -0.013012737096529914 0.0081643788799587533 -0.00071207463150665875 0.018752813643095837 -0.006484873011050326 0.025003542729603614 -0.0048831428668823593 -0.0010418710592096402 0.011711636726799745 0.00037593608081980712 -0.0081296962234287933 0.0039622089621168576 -0.0058942731621117713 0.019907716171003842 -0.019659462398044687 -0.005164599382932197 -0.0039026696076891213 0.0028450238911625196 0.034137522330381309 -0.0094951013307320899 leaf_weight=4960.2101648002863 21.581903249025345 10.506543397903441 246.8130875825882 5.2136122286319759 5.4436140507459667 12.902599260210993 34.220258966088295 224.33304776251316 11.020993798971178 68.514942139387131 15.372713178396223 20.738138645887375 90.734319761395454 32.318033501505852 47.980520099401474 5.7530527412891379 9.8748730123043043 875.86058211326599 12.012967407703398 553.10566100478172 116.02125614881516 14.007359802722929 7.6575209796428663 5.9854986816644669 13.282233104109762 7.3544581085443488 14.828269913792612 22.414331868290901 5.0794291645288459 77.157496392726898 leaf_count=17168 94 40 954 20 27 49 136 803 39 277 55 75 349 116 184 20 37 3232 48 2088 473 53 31 25 63 29 71 93 22 346 internal_value=0.000178103 0.000318569 0.000399377 -0.0056166 0.00566559 -0.00713979 -0.0032491 0.000684358 0.00409097 0.000530108 0.00253295 0.0158503 -0.00472602 -0.00134488 0.00407117 -0.00311353 0.013221 0.000673532 -0.00190476 -0.00120638 -0.00626806 -0.0070104 -0.00138015 0.00542564 -0.00739289 -0.0184206 -0.00623788 -0.00463108 0.00580325 -0.00671725 internal_weight=7548.3 7369.66 7290.66 178.644 24.3002 78.9912 58.7342 6266.78 271.465 5995.32 239.706 31.7591 159.249 1023.88 95.9265 53.7336 42.1929 5836.07 927.953 799.919 128.034 48.2276 19.0866 13.643 154.344 20.2571 141.061 119.48 19.9077 99.5718 internal_count=27017 26225 25918 792 103 307 229 21998 972 21026 858 114 626 3920 357 204 153 20400 3563 3042 521 189 83 56 689 78 626 532 93 439 is_linear=0 shrinkage=0.03 Tree=107 num_leaves=31 num_cat=0 split_feature=5 4 7 5 0 7 2 6 8 6 7 5 6 6 9 3 6 10 13 2 9 8 8 13 9 8 8 5 2 8 split_gain=54.6693 41.8417 20.4807 16.199 15.3769 11.8245 10.8095 8.87686 8.72003 8.07711 8.7365 8.93343 7.76463 7.67919 9.99688 7.54603 6.2627 5.99111 5.81593 5.51005 5.02013 5.63593 4.82216 4.7132 4.22208 3.97334 3.84392 4.93534 4.24161 3.69592 threshold=1.9250000000000003 1.9650000000000001 1.7000000000000004 1.1950000000000005 725.00000000000011 1.7000000000000004 1.7000000000000004 0.90000000000000013 3.7000000000000006 0.70000000000000007 0.70000000000000007 2.4450000000000007 2.1000000000000005 1.7000000000000004 6.5000000000000009 1.7000000000000004 0.70000000000000007 0.83333333333333337 4.1000000000000005 0.90000000000000013 3.9000000000000004 7.5000000000000009 3.3000000000000003 0.90000000000000013 7.9000000000000012 5.7000000000000002 5.3000000000000016 1.1450000000000007 0.3000000000000001 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 9 12 8 -5 23 24 -12 -1 26 19 -9 -3 -6 -7 -15 29 -22 -8 -2 -11 -25 27 -4 -28 -18 right_child=4 16 13 7 17 18 22 15 -10 10 11 -13 -14 14 -16 -17 20 -19 -20 -21 21 -23 -24 25 -26 -27 28 -29 -30 -31 leaf_value=-0.0024470132459817892 0.014440021999118003 -0.014437149536860714 -0.0075521666467595009 0.0054648290743208828 -0.012827531083742082 -0.0052037254341491283 0.0053643895389631508 0.0013378893852153966 -0.0030579468496422586 0.010834129354659746 0.0048191873301910932 0.013692873684578982 0.0056164526980840663 0.0028403320962167235 0.013541802319558626 0.004738455549596874 -0.016004450016281618 0.0079552875671474801 0.011471610548091694 -0.0036558264782549496 -0.0034913044468017585 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0.000596738 0.00549348 0.00625409 -0.00264963 0.00154652 -0.00146362 0.00723597 0.00809681 0.00632542 -0.00132461 -0.00323002 -0.000407703 0.00227205 -0.00878952 -0.00809454 -0.00229331 -0.00152708 -0.00708881 -0.00539955 -0.00950995 -0.000188486 0.0124519 -0.00264225 -0.00465761 -0.00342405 -0.00711957 -0.0130191 internal_weight=8369.54 7030.51 6443.69 4728.36 1339.03 1268.05 1070.24 3658.12 710.473 1137.39 1019.22 724.523 896.992 1715.34 576.199 2947.64 586.822 70.9813 130.657 533.396 451.007 351.019 173.248 118.175 294.693 101.2 1139.14 758.894 380.243 99.9885 internal_count=27017 23208 20719 14920 3809 3555 3646 11274 2332 3161 2819 2015 2979 5799 1872 8942 2489 254 394 1742 1876 1434 667 342 804 295 3927 2573 1354 442 is_linear=0 shrinkage=0.03 Tree=108 num_leaves=31 num_cat=0 split_feature=2 5 3 8 4 6 7 3 8 7 2 7 5 3 8 0 6 8 6 4 8 9 5 2 0 6 8 13 8 4 split_gain=54.0114 29.4418 27.772 20.1795 17.3458 15.8799 12.3623 11.4869 10.6147 9.92778 8.62821 7.34117 6.82735 6.49061 6.416 7.10378 6.23284 5.7848 5.75806 5.72313 5.43376 5.35666 5.30181 5.26717 5.18756 5.18667 4.91401 6.53653 4.7664 4.74948 threshold=1.3 1.3250000000000008 1.5000000000000002 6.9000000000000012 1.7550000000000003 1.7000000000000004 0.70000000000000007 2.9000000000000004 4.7000000000000002 0.90000000000000013 3.1000000000000005 2.3000000000000003 1.0050000000000006 1.9000000000000001 4.5000000000000009 200.00000000000003 0.90000000000000013 4.5000000000000009 2.3000000000000003 1.0650000000000006 8.5000000000000018 4.9000000000000012 0.89000000000000024 2.1000000000000005 875.00000000000011 1.3 6.1000000000000005 3.5000000000000004 10.100000000000001 1.1750000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 8 5 23 7 16 10 21 20 -3 22 -8 24 -6 -16 -4 -14 -19 -13 -5 -1 -10 -2 -7 -24 27 -25 -11 -21 right_child=1 3 6 9 14 13 12 -9 11 28 -12 19 17 -15 15 -17 -18 18 -20 29 -22 -23 25 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.00076560174590351233 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258.20094347000122 701.8362203836441 70.496851235628128 14.590906977653502 19.254543274641037 763.73767590522766 635.59026384353638 87.272477239370346 7.2222410440444937 725.63870525360107 17.243058085441589 18.595851480960846 8.1738578677177411 99.829603135585785 leaf_count=2704 2513 5032 175 236 203 1171 33 239 232 817 182 42 1878 569 186 1190 820 2002 205 39 53 2140 1723 237 20 1987 48 50 23 268 internal_value=-8.65069e-05 0.00227244 -0.00222097 0.000506277 0.00554391 -0.000471019 -0.00529443 0.000853994 -0.000616397 0.0067462 0.00131697 0.00116874 -0.00410232 -0.00466004 0.00986466 0.0111304 -0.0106631 -0.00429597 -0.00254971 0.00799957 -0.00126016 -0.00222353 0.000555618 0.00329673 -0.00262962 9.82143e-05 0.0091297 0.00671082 0.00951349 0.0103181 internal_weight=9654.28 4585.99 5068.29 2978.16 1607.82 2574.89 1738.44 1956.15 3329.86 403.278 1879.9 1577.57 1422.56 618.74 550.107 477.262 315.88 1410.31 772.333 129.936 103.585 1752.29 1447.63 1057.71 430.677 1361.23 123.111 105.868 299.693 114.421 internal_count=27017 12769 14248 8342 4427 7213 5113 5453 9135 1129 5214 4291 4118 1760 1579 1376 995 4085 2207 349 289 4844 3942 2848 1191 3710 335 287 840 307 is_linear=0 shrinkage=0.03 Tree=109 num_leaves=31 num_cat=0 split_feature=4 3 4 2 8 8 13 10 9 5 9 3 12 5 13 13 10 0 12 10 10 4 5 2 7 5 5 10 4 9 split_gain=6.46592 4.69752 3.85211 4.62785 3.80333 3.77377 4.07513 3.53106 5.25532 4.73258 4.24906 3.68068 3.6702 3.30258 6.6695 5.384 4.40899 3.15013 3.03694 4.80807 4.58018 2.55824 2.38141 2.37925 2.36561 2.26575 2.23641 2.23394 2.19753 2.79168 threshold=2.3450000000000011 3.3000000000000003 2.8150000000000008 2.5000000000000004 6.3000000000000016 5.7000000000000002 1.7000000000000004 1.5000000000000004 6.9000000000000012 2.305000000000001 6.5000000000000009 1.3 3.5000000000000004 2.0650000000000008 2.1000000000000005 3.5000000000000004 0.83333333333333337 575.00000000000011 3.7000000000000006 -0.49999999999999994 -1.4999999999999996 1.5150000000000008 1.3850000000000005 3.7000000000000006 1.5000000000000002 2.1750000000000012 2.6250000000000004 -0.33333333333333331 2.3750000000000009 3.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 23 -4 7 6 -3 9 10 17 -9 -10 -11 18 16 -16 -15 -1 19 -6 -20 25 -5 28 -24 -8 -7 -23 -2 -30 right_child=2 5 3 22 13 26 21 8 11 12 -12 -13 -14 14 15 -17 -18 -19 20 -21 -22 27 24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00095345916956534639 -0.014954165231330934 0.013734252890361273 0.030434011922664168 -0.018250154431224096 -0.0046516715130585683 -0.025821620914929667 -0.023044959733698151 0.0035351124861914959 0.029327824779534922 -0.0098593693227818913 -0.012822865639251899 0.007983415052776827 -0.00063644359142973883 0.01818288815269371 -0.0063597613094148421 0.024195538067838519 -0.0047358103256502455 -0.00099906953078102503 0.011423430514385774 0.00038987064152130538 -0.0079891527707520484 -0.010373851296703903 -0.0057571833039924735 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0.000521978 0.00249439 0.0154391 -0.00459238 -0.00129975 0.00399508 -0.00304054 0.0128767 0.000660873 -0.00184882 -0.00116265 -0.00614892 -0.00684844 -0.0012844 -0.00723382 0.00535808 -0.0113025 -0.0182186 0.00393354 -0.00609329 -0.00450168 internal_weight=7546.43 7368.82 177.608 24.3103 7290.28 78.5387 58.5085 6267.88 271.884 5996 239.894 31.9904 158.533 1022.4 96.0599 53.6002 42.4597 5837.46 926.338 798.863 127.474 47.9435 19.0184 153.297 13.6673 33.9279 20.0302 14.0157 140.238 118.884 internal_count=27017 26225 792 103 25918 307 229 21998 972 21026 858 114 626 3920 357 204 153 20400 3563 3042 521 189 83 689 56 136 78 53 626 532 is_linear=0 shrinkage=0.03 Tree=110 num_leaves=31 num_cat=0 split_feature=5 0 2 3 2 9 4 5 11 7 9 0 6 8 7 0 0 0 7 6 8 10 7 0 5 4 5 3 5 13 split_gain=51.8415 30.7385 25.5306 18.2476 14.5463 13.7609 13.1727 10.4376 10.3639 9.50192 8.02385 7.65356 6.95216 6.81713 6.372 7.50591 6.35199 6.02802 5.61055 5.91702 5.62182 5.03785 5.22026 4.8429 4.8862 4.76357 5.46076 4.69598 5.70951 4.58951 threshold=1.5650000000000006 725.00000000000011 1.3 2.7000000000000006 1.1000000000000003 6.3000000000000016 1.9650000000000001 1.8550000000000004 -1.1666666666666663 0.3000000000000001 5.3000000000000016 200.00000000000003 1.5000000000000002 6.7000000000000002 0.90000000000000013 525.00000000000011 200.00000000000003 350.00000000000006 1.3 1.1000000000000003 6.1000000000000005 1.1666666666666672 1.1000000000000003 200.00000000000003 1.4450000000000007 1.2150000000000005 1.1250000000000007 0.90000000000000013 1.5550000000000008 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 8 4 7 9 12 -2 25 -6 18 -9 21 -5 15 -12 -7 -15 20 -20 -10 22 -4 24 -8 26 -1 -14 -29 -27 right_child=1 -3 6 13 5 16 23 11 10 -11 14 -13 27 17 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 29 -28 28 -30 -31 leaf_value=-0.00075998331527620932 0.0027900914391444636 -0.0099676225085947676 -0.0026456350314426314 0.010817240567261346 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108.45412783324718 147.38940380513668 628.83765412867069 310.58652278780937 10.197366818785666 16.50107216835022 75.078378438949585 408.8417494893074 10.259446233510969 104.56687733530998 leaf_count=87 2168 636 1121 951 91 360 114 235 2282 3357 327 1108 755 42 1700 135 1418 83 954 2425 362 538 2301 1418 38 53 223 1364 32 339 internal_value=-6.42974e-05 0.00271742 -0.00207038 0.00333995 0.00253104 0.000756322 -0.00457776 0.00503399 -0.00018392 -0.00120982 -0.000726787 0.00845776 -0.00350884 0.00941963 0.00203496 0.00743529 0.00440903 -0.0017753 -0.00175266 -0.00325257 5.87582e-05 -0.00495783 -0.0057586 -0.0098956 0.000144065 0.00601424 0.0107845 -0.00102225 0.000841646 0.00198839 internal_weight=8360.99 3503.25 4857.74 3339.37 2947.23 1724.49 2085.64 1222.74 2772.11 1121.06 2548.87 484.1 1736.57 392.136 690.36 153.048 603.431 43.522 1858.51 1016.67 841.834 1097.21 949.821 349.062 38.4759 223.243 102.175 639.363 419.101 121.068 internal_count=27017 10449 16568 9813 8737 5226 7681 3511 8887 3448 8185 1343 6111 1076 2162 462 1778 125 6023 3379 2644 3960 3422 1570 152 702 310 2151 1396 392 is_linear=0 shrinkage=0.03 Tree=111 num_leaves=31 num_cat=0 split_feature=2 5 3 8 4 6 7 3 8 7 4 7 5 3 8 0 6 8 6 4 8 10 5 5 6 9 7 9 0 7 split_gain=50.8235 27.8945 26.3761 19.1242 16.5244 15.1296 11.8898 10.8714 10.1177 9.50129 8.38262 7.01566 6.53493 6.20873 6.1753 6.83143 6.04463 5.54189 5.54861 5.49893 5.21005 5.18224 5.42017 5.14791 5.19866 5.06391 4.98176 4.69068 4.68462 4.59897 threshold=1.3 1.3250000000000008 1.5000000000000002 6.9000000000000012 1.7550000000000003 1.7000000000000004 0.70000000000000007 2.9000000000000004 4.7000000000000002 0.90000000000000013 1.9650000000000001 2.3000000000000003 1.0050000000000006 1.9000000000000001 4.5000000000000009 200.00000000000003 0.90000000000000013 4.5000000000000009 2.3000000000000003 1.0650000000000006 8.5000000000000018 -0.83333333333333315 0.7150000000000003 0.76500000000000024 1.3 4.9000000000000012 2.9000000000000004 3.3000000000000003 575.00000000000011 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 8 5 21 7 16 10 25 20 -3 23 -8 26 -6 27 28 -14 -19 -13 -5 -2 -23 -10 -25 -1 -7 -16 -4 -27 right_child=1 3 6 9 14 13 12 -9 11 -11 -12 19 17 -15 15 -17 -18 18 -20 -21 -22 22 -24 24 -26 29 -28 -29 -30 -31 leaf_value=-0.00074888143794988541 0.0075527360346042908 0.0002841101575721416 -0.0056734797483579229 -0.0044880553898193256 0.0014785214068987981 -0.0030564547989194411 0.017822108326680138 -0.010313716408360424 0.01448195933360359 0.0092730892266117033 0.0053315857310811754 -0.0089432229070234709 -0.0062534189579713387 -0.0091199796790989978 -0.015572191465268566 0.012334668522817041 -0.012412026188669748 -0.0016660238112580232 -0.010509424723380003 0.010096989011538797 0.012811771389669432 0.016403944077225358 0.0017853390488780927 0.0022568117561392285 -0.0013768872402097085 -0.0072977944306861628 0.019167827779392979 0.0055829004982679556 0.016571510388368127 -0.0023558259313013431 leaf_weight=988.36433076858521 199.52802240848541 1511.0899283885956 47.179372906684875 84.272405743598938 72.774158537387848 421.14153632521629 12.254220068454741 75.816678017377853 23.472750425338745 299.11630988121033 368.29880598187447 15.501086473464964 636.2981154024601 187.36880734562874 11.309370338916777 407.06888377666473 256.56952503323555 701.19087752699852 70.251520693302155 114.40307262539864 19.245598882436752 23.468618482351303 834.59057265520096 663.89631125330925 760.00236365199089 254.16102486848831 9.2775427401065809 56.853939473628998 10.398055702447889 508.62312081456184 leaf_count=2704 538 4197 144 236 203 1166 33 239 63 840 1017 42 1878 569 31 1190 820 2002 205 307 53 63 2247 1799 2080 729 25 155 31 1411 internal_value=-8.76363e-05 0.00220178 -0.00215938 0.000482216 0.00538863 -0.000469177 -0.00515936 0.000823945 -0.000596357 0.00656199 0.00127325 0.00114646 -0.00399096 -0.00456171 0.0096166 0.0108628 -0.0104407 -0.00418084 -0.00247135 0.00782498 -0.00127175 0.00319783 0.00218517 0.000547049 0.000317334 -0.00216613 -0.00257742 0.00207294 -0.0016562 -0.0040025 internal_weight=9643.79 4581.22 5062.57 2975.63 1605.59 2572.99 1734.14 1955.21 3328.42 402.634 1879.39 1577.28 1419.99 617.788 548.006 475.232 314.147 1407.74 771.442 129.904 103.518 1057.59 858.059 1447.37 1423.9 1751.15 430.419 68.1633 57.5774 762.784 internal_count=27017 12769 14248 8342 4427 7213 5113 5453 9135 1129 5214 4291 4118 1760 1579 1376 995 4085 2207 349 289 2848 2310 3942 3879 4844 1191 186 175 2140 is_linear=0 shrinkage=0.03 Tree=112 num_leaves=31 num_cat=0 split_feature=4 3 4 2 8 6 11 8 10 11 4 6 6 7 5 8 8 11 2 10 5 7 3 5 7 9 12 9 4 10 split_gain=6.08631 4.45716 3.72626 4.3502 3.69655 3.92115 5.46317 3.65539 4.27348 3.28573 5.46864 6.34364 3.0225 3.08321 2.67259 6.06373 2.50594 2.3527 2.33111 2.31513 2.30405 2.23942 2.23074 2.21138 2.20509 2.57196 4.78075 3.20132 2.08237 2.02625 threshold=2.3450000000000011 3.3000000000000003 2.8150000000000008 2.5000000000000004 5.7000000000000002 1.3 0.33333333333333326 7.9000000000000012 -0.83333333333333315 2.1666666666666674 2.0350000000000006 2.3000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.5150000000000008 8.3000000000000025 3.3000000000000003 0.33333333333333326 3.7000000000000006 -1.1666666666666663 1.3850000000000005 1.5000000000000002 3.5000000000000004 2.6250000000000004 2.5000000000000004 3.7000000000000006 4.1000000000000005 5.5000000000000009 1.7000000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 18 -4 5 6 -3 9 14 12 11 -11 28 -14 19 -16 -7 -18 24 -9 -5 -22 -8 -6 25 26 -2 -27 -1 -10 right_child=2 4 3 20 23 16 22 8 29 10 -12 -13 13 -15 15 -17 17 -19 -20 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.0034177683259885546 -0.0067130847477314057 -0.0089828105168835784 0.02941498668529656 -0.01805302514256352 -0.025659474242831125 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6.078461766242981 7.2815569937229148 5.8602228015661231 57.292134836316109 8.3521168082952482 54.223948001861572 6.5525830537080756 62.047276347875595 leaf_count=32 64 42 20 27 49 29 23 55 225 261 21 30 89 24830 26 42 48 64 63 28 31 25 23 29 29 263 38 232 26 253 internal_value=0.000184618 0.000316501 -0.0053205 0.00558609 -0.00681329 -0.00300851 0.00661619 0.00039286 -0.00416658 0.000491837 0.00623027 0.00423984 0.000419614 0.00044882 0.00475441 0.0131794 -0.0093002 -0.00528843 -0.00706249 -0.00299632 -0.00117262 0.00531385 0.0202987 -0.0180125 -0.00593586 -0.00514528 0.0042304 -0.00699449 -0.0127981 -0.00695004 internal_weight=7544.69 7368.17 176.515 24.31 78.0766 58.2777 23.0369 7290.1 154.891 7135.21 88.6862 82.7769 7046.52 7030.98 36.8349 17.6497 35.2407 28.1593 152.205 19.1852 18.9384 13.6812 12.2724 19.7989 139.371 133.511 21.9949 111.516 15.5359 118.056 internal_count=27017 26225 792 103 307 229 88 25918 629 25289 312 291 24977 24919 151 68 141 112 689 83 83 56 46 78 626 597 102 495 58 478 is_linear=0 shrinkage=0.03 Tree=113 num_leaves=31 num_cat=0 split_feature=5 0 4 7 3 9 2 0 6 8 7 3 6 8 9 8 0 4 11 5 13 4 8 12 13 5 10 8 13 13 split_gain=48.9359 29.3605 24.1223 17.4139 14.8527 13.9743 13.8288 13.684 12.2503 10.1396 8.10895 8.25019 7.11154 6.98593 6.80209 6.49425 6.34296 6.20353 9.91928 10.7355 6.13559 7.13938 6.02925 6.02181 5.46465 5.29721 4.9046 4.81618 4.67615 4.60661 threshold=1.5650000000000006 725.00000000000011 1.5350000000000008 1.5000000000000002 2.7000000000000006 7.5000000000000009 2.3000000000000003 200.00000000000003 0.90000000000000013 4.1000000000000005 0.90000000000000013 1.1000000000000003 0.70000000000000007 4.3000000000000016 4.9000000000000012 6.7000000000000002 875.00000000000011 1.0850000000000006 -1.1666666666666663 1.2150000000000005 2.5000000000000004 2.0050000000000012 3.9000000000000004 3.3000000000000007 2.3000000000000007 0.90500000000000014 0.50000000000000022 5.5000000000000009 2.7000000000000006 1.3000000000000003 decision_type=2 2 2 2 2 2 2 2 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 10 4 5 6 -2 -7 -4 12 11 28 -5 20 -14 29 -15 18 19 -12 22 -22 -10 -20 -17 -19 27 -13 -1 -6 right_child=1 -3 8 9 15 7 -8 -9 13 -11 17 26 14 16 -16 24 -18 25 23 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0027975470533822171 0.0033043699010792908 -0.0098024346467496509 -0.0093685150138034523 -0.011825720137226671 -0.001506695820973149 -0.0039277146531827428 -0.0074974480734213362 0.012780357526976109 0.00026108928883296768 -0.0025419471799486338 -0.0023102572336965118 0.0096156060295984318 -0.0015554446683878525 -0.0039378648581105836 0.009202621405777241 -0.010987671953540692 -0.014928692055764315 -0.0080398192091627567 -0.00033913013331833292 0.024737018111203907 -0.0029684236193767478 0.024609508486648685 0.021397350864318692 0.020088462376227322 0.012961396828694439 -0.0017570813252838051 -0.00053135956177033914 -0.00046064753063650561 0.0073523373782521054 0.012850794688521757 leaf_weight=257.79671694338322 1719.6158181428909 162.86249557137489 432.59769035875797 22.203314363956451 21.669865339994431 54.119893223047256 113.72200603783131 238.68611717224121 24.059266716241837 606.60352972149849 22.683948695659637 211.64155986905098 76.377251446247101 892.22125716507435 172.04602232575417 22.000712841749191 49.900904402136803 129.52437482774258 627.89709705114365 31.614616066217422 141.8546344190836 8.9835308343172056 24.531099528074265 13.26210170984268 14.051511466503142 1788.8394561707973 89.729304015636444 53.479949623346329 48.544095307588577 279.85811346769333 leaf_count=820 4967 636 1845 70 59 155 381 665 85 1923 72 631 231 3277 501 63 247 451 1971 92 498 37 85 41 39 5828 276 164 148 759 internal_value=-6.5574e-05 0.00263575 -0.00201745 0.00324208 0.00453447 0.00360632 0.00263433 0.00969217 -0.00506942 -0.000387641 -0.000550503 0.00241755 0.00444119 -0.00344025 0.00589507 0.0103802 -0.00452001 -0.0013013 0.00112605 0.0134377 0.00166063 -0.00132595 0.0109318 8.34058e-05 -0.00165342 -0.00218128 0.00553119 0.00758304 -0.00118915 0.011819 internal_weight=8352.98 3503.82 4849.16 3340.95 2463.72 2126.14 1833.34 292.806 1574.15 877.23 3275.01 661.192 270.627 1141.55 248.423 337.58 942.122 2613.82 695.458 54.2986 199.429 150.838 48.5904 641.159 36.0522 1918.36 354.851 265.122 306.341 301.528 internal_count=27017 10449 16568 9813 7088 6168 5348 820 6074 2725 10494 2039 802 4229 732 920 3524 8455 2176 164 705 535 170 2012 102 6279 1071 795 968 818 is_linear=0 shrinkage=0.03 Tree=114 num_leaves=31 num_cat=0 split_feature=0 3 2 7 8 7 5 4 4 5 6 7 5 6 2 3 6 5 0 9 4 3 0 13 8 13 13 6 12 6 split_gain=48.7562 39.6918 27.9835 24.6051 15.7683 12.0487 11.5264 13.1898 8.34163 8.06416 7.46257 6.81452 6.75067 6.99483 6.23031 6.04517 5.88927 5.5368 5.27357 4.64429 4.46459 4.25341 4.60862 4.12627 4.12392 4.04892 3.9938 4.88107 5.03727 4.40679 threshold=725.00000000000011 1.5000000000000002 2.3000000000000003 1.7000000000000004 5.3000000000000016 1.5000000000000002 2.0250000000000008 2.0750000000000006 1.195000000000001 1.1450000000000007 1.9000000000000001 0.90000000000000013 1.0650000000000006 1.7000000000000004 0.3000000000000001 0.90000000000000013 1.3 1.2850000000000008 200.00000000000003 2.3000000000000003 1.0250000000000006 1.1000000000000003 200.00000000000003 1.7000000000000004 4.9000000000000012 3.9000000000000008 1.7000000000000004 0.90000000000000013 2.1000000000000005 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 6 5 10 8 18 -3 -7 -1 15 -5 20 -10 -6 -13 19 -8 -2 -14 22 -4 -9 -15 -24 29 -28 -29 -19 right_child=17 3 21 12 11 9 7 23 14 -11 -12 16 13 24 -16 -17 -18 26 -20 -21 -22 -23 25 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0013893306473502056 -0.0089992592605748819 -0.0068296402326195023 0.0007895855729319008 0.021889033644159162 0.0043717509834059164 0.0043959833807984683 -0.00011071578702808406 0.017219538221267167 -0.021064237202679505 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100.5412580370903 7.7221466004848471 192.94406861066818 29.886150121688843 leaf_count=4597 24 1448 79 40 341 1308 156 51 47 2810 1198 1992 89 357 4043 688 1974 195 1773 475 1127 442 457 104 230 37 291 21 541 82 internal_value=-8.89184e-05 -0.000621624 0.000863912 -0.00327338 0.000329475 -0.000821016 -0.00460502 -0.00807752 -0.00344831 0.00121213 -0.0022966 0.00259164 0.00183388 0.001384 -0.00230226 -0.00101253 0.00351732 0.00846199 -0.00941501 0.013096 0.00351562 0.00897173 0.0118694 0.00567561 -0.0031001 0.0137321 0.00655854 0.00827826 0.00557504 0.00133912 internal_weight=9633.24 9068.31 5812.24 3256.06 5452.81 3614.53 2582.67 645.34 1937.33 1520.08 2094.45 1838.28 673.392 658.618 1446.92 375.655 1462.62 564.939 588.143 164.488 446.408 359.429 200.979 57.1968 212.21 172.055 400.451 301.207 200.666 99.2433 internal_count=27017 25388 15923 9465 14908 9913 7622 2084 5538 4118 5795 4995 1843 1803 4090 1029 3966 1629 1929 499 1216 1015 573 155 587 494 1130 853 562 277 is_linear=0 shrinkage=0.03 Tree=115 num_leaves=31 num_cat=0 split_feature=4 3 8 13 4 8 10 2 11 4 6 6 7 5 5 4 10 5 2 7 4 9 5 4 10 12 7 7 9 4 split_gain=5.71481 4.23269 3.63305 3.78319 3.60861 3.44486 4.12667 3.26424 3.13432 5.15583 5.98222 2.92629 2.97694 2.56294 5.05056 2.56283 2.46459 2.42183 2.39879 2.47316 2.37685 2.78363 2.19013 2.04534 1.98556 4.8926 2.04001 1.97701 1.0722 0.870986 threshold=2.3450000000000011 3.3000000000000003 5.7000000000000002 1.7000000000000004 2.8450000000000011 7.9000000000000012 -0.83333333333333315 2.5000000000000004 2.1666666666666674 2.0350000000000006 2.3000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.5750000000000008 2.0650000000000008 2.0950000000000011 -0.83333333333333315 2.1750000000000012 3.7000000000000006 2.1000000000000005 2.3750000000000009 3.7000000000000006 2.6250000000000004 1.7000000000000004 1.0000000180025095e-35 3.7000000000000006 1.7000000000000004 1.5000000000000002 6.1000000000000005 3.0450000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 18 8 13 -6 11 10 -10 23 -13 15 -15 -7 -5 -18 19 20 28 -22 -4 -1 26 -26 -8 29 -2 -9 right_child=4 2 22 16 7 6 24 27 9 -11 -12 12 -14 14 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0033709798109896666 -0.018148838017201591 0.013264191994930365 -0.025517140720444857 -0.021612209556558619 0.027626070820070736 -0.0073725128530620094 -0.0075651844315748782 -0.018310899439349233 0.0013724669553619642 0.032927573797102767 0.027606905988533464 -0.0099090313087088801 0.00047974551208705165 0.027321803315715713 -0.0091806101197984078 0.017027889780324188 -0.015182470655358393 0.0012981903469106277 -0.01920543800453706 -0.015863389158775512 0.0087112215148234199 -0.0045086192936243307 -0.0047406335873974399 -0.025514217740717486 0.0022185326127082644 -0.016502163591741156 -0.020784656966394949 0.011548475350053627 -0.0022417603670227869 -9.9784692882461738e-05 leaf_weight=8.9715270251035673 13.943742305040361 10.659912809729574 12.335350424051287 8.074786573648451 4.965680971741679 16.958200156688694 41.522899806499481 4.6944082677364367 74.209573015570641 6.0036500394344321 8.7445855438709241 24.91291806101799 7006.5747831612825 9.5815302282571775 5.2976459115743628 5.0211447626352301 11.238976925611494 28.060779854655266 12.8299153894186 18.544454321265221 17.211570173501968 85.775757506489754 7.2502660900354376 6.4557953327894202 44.259629294276237 17.544882595539093 14.064959540963171 7.4171501249074927 5.2493328601121894 4.760594055056572 leaf_count=32 63 40 49 33 18 72 165 21 261 21 30 89 24830 37 20 22 43 113 64 92 80 379 29 26 178 75 60 33 22 20 internal_value=0.000187463 0.000314867 -0.00665369 -0.00288322 -0.00516444 0.000389064 -0.0040465 0.00624628 0.000484944 0.00608094 0.00413796 0.000414302 0.000442938 0.00471055 0.0143253 -0.00179828 -0.0065166 -0.00341496 -0.00678721 -0.00565504 -0.00410562 -0.00229928 -0.017826 -0.0126372 -0.00679602 -0.00309584 -0.01091 -4.60579e-05 -0.0137982 -0.0091416 internal_weight=7543.14 7367.74 77.6201 58.0345 175.393 7290.12 154.251 21.8378 7135.87 88.9578 82.9542 7046.92 7031.49 36.8585 14.8792 21.9793 47.3745 39.2998 153.555 140.725 122.18 102.987 19.5856 15.4273 117.392 61.8045 55.5879 16.8722 19.1931 9.455 internal_count=27017 26225 307 229 792 25918 629 92 25289 312 291 24977 24919 151 57 94 189 156 700 636 544 459 78 58 478 253 225 74 85 41 is_linear=0 shrinkage=0.03 Tree=116 num_leaves=31 num_cat=0 split_feature=3 2 7 9 9 6 4 5 0 0 9 2 6 6 8 2 0 2 5 8 9 7 6 2 9 4 3 9 4 0 split_gain=46.6382 35.9644 15.0909 14.1303 13.7088 10.5739 10.3145 7.85526 7.04553 7.01097 8.95971 6.8017 6.69898 6.54351 6.03096 6.3723 5.77029 5.67535 6.04449 5.61222 5.35142 4.99281 5.41452 5.2298 4.98305 4.77464 4.58107 4.5787 4.48582 4.33912 threshold=1.9000000000000001 1.9000000000000001 1.7000000000000004 5.5000000000000009 4.9000000000000012 0.90000000000000013 1.6100000000000005 2.0650000000000008 925.00000000000011 725.00000000000011 4.3000000000000016 2.3000000000000003 0.70000000000000007 2.1000000000000005 6.1000000000000005 0.70000000000000007 200.00000000000003 0.90000000000000013 0.98000000000000043 7.5000000000000009 4.9000000000000012 1.3 2.7000000000000006 2.7000000000000006 6.9000000000000012 0.98000000000000043 2.5000000000000004 2.9000000000000004 1.4650000000000005 350.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 14 -3 7 -6 19 10 -7 12 24 17 15 -1 28 18 -4 21 -15 23 -23 -2 26 -22 -5 -16 -14 -18 right_child=3 5 13 11 6 9 -8 -9 -10 -11 -12 -13 16 20 27 -17 29 -19 -20 -21 25 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0032223151399472 0.0045879709546429335 -0.01097203642495442 -0.010563674254217602 0.00019304217359467952 0.0028292919204245745 -0.0086300543948984437 -0.0019696887005583321 0.011242975012641456 -0.022803004814284648 -0.013220485976974601 -0.00061971210990908164 -0.001193638312544405 0.0066164189470194869 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172 126 4725 723 1378 289 44 345 1350 281 160 490 79 4412 449 2966 1139 112 37 926 45 48 107 259 45 945 108 1487 internal_value=-6.68053e-05 -0.00124727 -0.000318428 0.00419416 0.000627723 -0.00658006 0.00232716 0.00336348 0.00132163 -0.00434471 -0.00323803 0.00663965 0.00743882 -0.00289778 -0.00115532 -0.000467986 0.0083429 -0.00377595 -0.000832212 0.00163736 0.00159227 0.00213494 -0.000821965 0.00405878 -7.66505e-05 0.00717362 0.00538881 -0.00512971 0.00138522 0.00928527 internal_weight=8344.94 6534.59 5565.26 1810.35 4071.69 969.331 2084.72 1679.63 832.488 642.382 571.166 977.862 887.335 1493.57 1986.97 1694.01 792.054 1249.24 400.477 821.734 244.327 789.916 311.36 478.556 95.2809 94.6895 58.2889 292.963 94.4813 697.572 internal_count=27017 21742 17926 5275 12863 3816 6392 5014 2512 2418 2073 2763 2482 5063 6471 5447 2204 4277 1311 2468 786 2356 971 1385 278 296 171 1024 268 1936 is_linear=0 shrinkage=0.03 Tree=117 num_leaves=31 num_cat=0 split_feature=2 5 3 8 4 6 7 3 8 7 2 7 5 8 0 5 6 0 7 4 8 10 5 5 6 0 9 8 4 9 split_gain=46.4676 25.5659 23.7554 17.5849 15.2108 13.9842 11.2438 10.0796 9.26046 8.95745 7.76206 6.6125 6.20202 5.85781 6.47261 5.85107 5.82635 5.26775 6.25878 5.26305 4.96487 4.9509 5.20404 4.87628 4.81838 4.81718 4.66915 4.61622 4.58048 4.54364 threshold=1.3 1.3250000000000008 1.5000000000000002 6.9000000000000012 1.7550000000000003 1.7000000000000004 0.70000000000000007 2.9000000000000004 4.7000000000000002 0.90000000000000013 3.1000000000000005 2.3000000000000003 1.0050000000000006 4.5000000000000009 200.00000000000003 2.2350000000000008 0.90000000000000013 200.00000000000003 1.7000000000000004 1.0650000000000006 8.5000000000000018 -0.83333333333333315 0.7150000000000003 0.76500000000000024 1.3 875.00000000000011 4.9000000000000012 10.100000000000001 1.1750000000000005 3.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 8 5 21 7 16 10 26 20 -3 23 -8 -6 29 25 -4 -14 -19 -13 -5 -2 -23 -10 -25 -7 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75.130768895149231 23.476450234651566 289.76995444297791 63.929385364055634 15.489961951971052 276.44181022047997 11.316518127918242 403.66304230690002 41.520167618989944 253.92317539453506 830.72651344537735 295.33966261148453 14.591323107481001 19.221247732639313 23.444101899862289 834.21441987156868 663.84576272964478 759.64884272217751 9.7499935925006849 761.30855563282967 8.14844101667404 99.756064683198929 56.756713598966599 leaf_count=2704 538 5032 175 236 203 1593 33 239 63 817 182 42 787 31 1190 140 820 2486 812 39 53 63 2247 1799 2080 27 2140 23 268 155 internal_value=-8.998e-05 0.00210186 -0.00207283 0.000454041 0.00515702 -0.000458629 -0.00492852 0.000785022 -0.00059094 0.00629449 0.00121636 0.00107636 -0.0037928 0.00923147 0.0104523 -0.00439974 -0.0100907 -0.00397847 -0.00488944 0.00756188 -0.00131578 0.00305891 0.00206895 0.000494412 0.000270759 -0.00361362 -0.00209381 0.00893444 0.00978494 0.00189507 internal_weight=9622.62 4570.46 5052.16 2969.08 1601.38 2567.81 1726.02 1951.88 3326.14 401.264 1876.75 1576.81 1414.76 544.326 471.736 615.932 311.26 1402.51 1126.07 129.837 103.346 1057.06 857.659 1446.97 1423.49 574.412 1749.33 297.918 114.347 68.0732 internal_count=27017 12769 14248 8342 4427 7213 5113 5453 9135 1129 5214 4291 4118 1579 1376 1760 995 4085 3298 349 289 2848 2310 3942 3879 1620 4844 840 307 186 is_linear=0 shrinkage=0.03 Tree=118 num_leaves=31 num_cat=0 split_feature=8 0 5 3 6 5 11 5 5 5 9 7 4 4 5 5 6 9 7 10 3 2 5 10 3 12 7 0 2 8 split_gain=5.46549 3.22491 3.56559 3.3893 3.08222 3.5184 3.03139 2.92959 3.3962 3.42558 3.41561 2.7631 4.82896 5.05959 5.58486 5.42567 3.87782 3.3981 3.61974 3.49714 3.03322 4.52302 4.79504 3.30378 2.88354 2.78241 2.55785 3.02874 5.25383 3.80049 threshold=6.9000000000000012 725.00000000000011 2.1550000000000011 3.3000000000000003 0.90000000000000013 2.2750000000000008 1.8333333333333337 2.1750000000000012 2.3850000000000011 3.0250000000000008 6.1000000000000005 1.7000000000000004 2.8150000000000008 1.5950000000000004 0.95000000000000018 1.3550000000000006 1.3 3.1000000000000005 1.1000000000000003 0.33333333333333326 1.1000000000000003 2.7000000000000006 1.8750000000000002 1.5000000000000004 1.1000000000000003 2.3000000000000007 2.7000000000000006 475.00000000000006 1.1000000000000003 3.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 26 -4 -6 -3 -5 10 -10 -9 17 13 14 -13 -16 -15 18 -2 24 -19 23 -23 -22 -20 -18 -1 28 -28 -29 right_child=11 2 4 7 5 -7 -8 8 9 -11 -12 12 -14 16 15 -17 25 20 19 -21 21 22 -24 -25 -26 -27 27 29 -30 -31 leaf_value=0.00072250599901796852 -0.010549883668996609 -0.004506469989427493 -0.0043136295497148355 -0.016911515128390973 0.034965856421123861 0.0051195359886082098 0.015186849957519835 0.026997544721524526 -0.010717543322926985 0.013643859116074158 -0.0038504777444512773 0.028675600441993455 0.020712140023875687 -0.014705904216991347 -0.014472462222230713 0.0082413525112452722 0.0098709251423330889 -0.0056540598152083864 -0.0065102455710435323 0.035436791895461138 0.00013276715828465087 -0.022245926701289907 0.0031530430431172844 0.015114149208922508 0.023075579397029852 -0.0078754685864589648 0.010170078628070834 -0.018882274418202179 -0.0065162731141230334 -0.0035560598636588231 leaf_weight=6432.0852639824152 5.9435944855213192 235.59868441522121 10.971268802881243 16.869934633374214 5.7782775759696952 9.2375297099351865 7.2512392401695243 6.1481529623270017 33.281974002718925 6.1556517332792273 6.8069544434547424 5.9479034245014182 5.8991793990135184 69.159176960587502 18.092716783285141 19.84808561205864 11.024795725941656 136.0402515232563 6.417453885078432 5.874144345521926 263.41857329010963 16.322155222296718 11.33549842238426 13.949533820152281 5.5108275562524796 28.523096799850464 32.250144690275192 19.144036322832108 35.871403604745865 60.835709318518639 leaf_count=22542 24 1000 41 65 20 32 27 22 138 25 26 21 26 329 68 72 44 567 27 23 1016 79 44 55 22 126 112 68 130 226 internal_value=0.000190616 0.000433029 -0.00278826 0.000563265 0.00777341 0.0166048 -0.00391845 -0.00603839 -0.00253736 -0.00691508 0.0107892 -0.00250001 -0.00592058 -0.00695018 0.00164709 -0.00259012 -0.0104212 -0.00133363 0.00972133 0.0164892 -0.00192881 -0.000267359 -0.0118362 0.000886218 0.00715831 -0.00292829 0.000632754 -0.0032652 0.00138339 -0.00722456 internal_weight=7541.59 6918.29 268.837 6649.45 25.9871 15.0158 242.85 69.2627 52.3927 39.4376 12.9551 623.307 158.495 152.596 43.8887 37.9408 108.707 464.812 23.746 17.8024 441.066 305.026 27.6577 277.368 11.9283 39.5479 6580.19 148.101 68.1215 79.9797 internal_count=27017 24474 1120 23354 93 52 1027 276 211 163 48 2543 686 660 161 140 499 1857 96 72 1761 1194 123 1071 49 170 23078 536 242 294 is_linear=0 shrinkage=0.03 Tree=119 num_leaves=31 num_cat=0 split_feature=5 0 2 7 3 9 2 4 11 8 0 9 6 9 6 8 7 0 2 5 4 13 10 7 0 5 9 5 9 13 split_gain=44.1045 27.0219 21.961 15.7912 13.5323 13.2401 13.5366 11.7855 9.67352 9.52329 7.50144 7.323 6.75993 6.39051 6.32403 6.15477 5.82372 7.13154 5.26306 7.47649 6.07858 5.20108 4.95324 4.85721 4.57449 4.68149 4.4902 7.07908 4.47536 4.35255 threshold=1.5650000000000006 725.00000000000011 1.3 1.5000000000000002 2.7000000000000006 7.9000000000000012 2.3000000000000003 1.9650000000000001 -1.1666666666666663 4.1000000000000005 200.00000000000003 5.3000000000000016 0.70000000000000007 4.9000000000000012 1.5000000000000002 6.7000000000000002 0.90000000000000013 525.00000000000011 0.50000000000000011 1.4750000000000008 0.78500000000000036 2.3000000000000007 1.1666666666666672 1.1000000000000003 200.00000000000003 1.4450000000000007 5.5000000000000009 1.5550000000000008 5.1000000000000005 1.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 8 4 5 6 -2 14 -1 12 -7 18 -5 -14 22 29 17 -13 19 -10 -20 -17 23 -4 25 -9 27 -16 -24 -6 right_child=1 -3 7 9 15 10 -8 24 11 -11 -12 16 13 -15 26 21 -18 -19 20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.005799525624174599 0.0033052081627242039 -0.0095113295601781962 -0.0024422520081371778 -0.011619865679854886 -0.001669400234364362 -0.0018463389039834266 -0.0071351888107803281 -0.0059397077057312909 0.0042680799105677073 -0.0024782144080826496 0.013524779308468215 0.011162745583499263 -0.0015290160844603289 0.0088963998090057037 -0.00265010574022517 -0.010964542400560757 0.00045664533935106449 -0.0031423765346976031 0.0089161362521976029 -0.013436295664145718 -0.0026017319997311728 0.012395408341726989 0.0045125364740970968 -0.0069958312947863525 -0.010605787600066117 0.017784782887870262 0.003901789246364553 0.026955697106457302 -0.0063528758442517033 0.012288044721946273 leaf_weight=223.78401336073875 1811.9810813963413 160.9672227203846 319.0754489004612 22.081298246979713 21.665666401386261 34.670180693268776 119.11517825722694 27.938206270337105 213.23906570672989 605.42497818171978 162.51687172055244 109.84342494606972 76.31724426150322 172.57807567715645 491.57313999533653 21.948299720883369 537.49538059532642 43.900125443935394 42.346868902444839 23.870471954345703 1575.2864353656769 14.081736654043196 92.018173784017563 621.42745214700699 302.20871190726757 10.225522145628927 138.00394047796726 7.3779501616954795 54.221152245998383 279.73416483402252 leaf_count=702 5218 636 1121 70 59 99 401 114 673 1923 450 327 231 501 1680 63 1700 135 131 73 5146 39 342 2301 1418 38 448 23 196 759 internal_value=-6.85749e-05 0.00249461 -0.00192612 0.00307286 0.00430227 0.00341734 0.00266122 -0.00426852 -0.000180529 -0.000386035 0.0108222 -0.000706157 0.00428838 0.00569972 -0.00326117 0.00988387 0.00192936 0.00707804 -0.00168838 0.00248573 -0.00230021 -0.0018347 -0.00465234 -0.00545098 -0.00936988 0.000416991 -0.000887631 -0.00221233 0.000483968 0.0112847 internal_weight=8336.92 3503.08 4833.84 3342.11 2465.71 2128.28 1931.1 2064.07 2769.77 876.402 197.187 2545.98 270.977 248.895 1723.7 337.43 691.239 153.744 1854.74 237.11 1617.63 36.03 1086.74 940.503 340.372 38.1637 636.955 498.951 146.239 301.4 internal_count=27017 10449 16568 9813 7088 6168 5619 7681 8887 2725 549 8185 802 732 6111 920 2162 462 6023 746 5277 102 3960 3422 1570 152 2151 1703 538 818 is_linear=0 shrinkage=0.03 Tree=120 num_leaves=31 num_cat=0 split_feature=0 3 2 7 8 0 4 5 7 7 9 5 6 5 7 6 5 9 13 9 4 3 0 5 8 13 13 6 12 6 split_gain=44.198 35.7814 25.7188 22.5664 14.4923 10.9007 15.2747 11.3331 8.3537 7.82675 7.61647 6.38014 6.52497 5.82609 5.58606 5.78918 5.23732 4.8439 4.84048 4.49115 4.22262 4.10571 4.3885 4.0408 4.03918 3.89148 3.81272 4.69056 4.79213 4.16363 threshold=725.00000000000011 1.5000000000000002 2.3000000000000003 1.7000000000000004 4.9000000000000012 200.00000000000003 2.1250000000000004 2.0250000000000008 2.5000000000000004 1.5000000000000002 6.3000000000000016 1.0650000000000006 1.7000000000000004 1.1450000000000007 1.3 0.70000000000000007 1.2850000000000008 6.3000000000000016 3.7000000000000006 2.3000000000000003 1.0250000000000006 1.1000000000000003 200.00000000000003 2.2950000000000013 4.9000000000000012 3.9000000000000008 1.7000000000000004 0.90000000000000013 2.1000000000000005 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 9 14 7 -7 10 17 -6 -5 20 -11 23 -16 19 -1 -10 -2 -13 22 -4 -3 -14 -24 29 -28 -29 -18 right_child=16 3 21 11 8 6 -8 -9 18 13 -12 12 24 -15 15 -17 26 -19 -20 -21 -22 -23 25 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0017555962796083448 -0.0091323613761688707 -0.0019707835173390842 0.00065040134930532695 0.021294180588466188 0.0023558332142164444 -0.0046077736230696938 0.0045377033499471664 -0.0097241820475345991 0.02286771776621432 0.0036088212710491206 -0.0024628489894001258 -0.0070751979585338262 0.00035608355965201493 -0.00071481031400687429 0.01944846146824673 0.0021358707716612091 0.0051657694574913059 -0.0062533999031218254 0.0069964991256836855 0.01375633443639942 0.0042041627184195548 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0.000300368 -0.00440166 -0.00536097 -0.00603137 0.00201745 -0.00109368 0.00163983 0.00176899 0.001332 0.000679818 -0.000424332 0.00460047 0.00807725 -0.0024144 0.0101719 0.0126137 0.0033905 0.00860537 0.0114638 -0.00242675 -0.00300183 0.0132927 0.00622613 0.00791234 0.00526082 0.00112126 internal_weight=9612.11 9050.8 5806.55 3244.26 5448.93 2571.26 2071.6 1940.2 2441.58 3007.34 2333.52 672.994 658.262 1283.63 499.66 142.379 561.311 1723.71 108.061 162.669 446.284 357.62 199.705 357.281 211.977 170.814 398.642 299.66 199.899 98.9816 internal_count=27017 25388 15923 9465 14908 7622 6193 5834 6641 8267 6348 1843 1803 3482 1429 399 1629 4785 293 499 1216 1015 573 1030 587 494 1130 853 562 277 is_linear=0 shrinkage=0.03 Tree=121 num_leaves=31 num_cat=0 split_feature=4 3 8 6 11 4 2 8 10 11 4 6 7 3 12 6 7 8 5 7 11 2 5 4 9 9 2 3 4 5 split_gain=5.19907 3.87619 3.59555 3.67955 5.15718 3.42742 3.87901 3.12933 5.2153 2.97671 4.85531 5.6639 2.87477 4.26463 2.896 2.82182 2.88033 2.4759 2.46068 2.45568 2.31096 2.24511 2.16985 2.16387 2.5957 5.66816 2.84623 2.03794 2.00354 1.41363 threshold=2.3450000000000011 3.3000000000000003 5.7000000000000002 1.3 0.33333333333333326 2.8150000000000008 2.5000000000000004 7.9000000000000012 -2.1666666666666656 2.1666666666666674 2.0350000000000006 2.3000000000000003 1.7000000000000004 2.1000000000000005 2.3000000000000007 1.0000000180025095e-35 1.0000000180025095e-35 3.3000000000000003 1.3050000000000006 1.5000000000000002 0.33333333333333326 3.7000000000000006 2.6250000000000004 2.3750000000000009 3.7000000000000006 3.5000000000000004 1.9000000000000001 3.5000000000000004 1.7000000000000004 2.475000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 29 21 -7 9 -9 15 11 -11 13 -10 -14 28 -17 -5 -8 -20 -19 23 -4 -2 25 -25 -26 -6 -1 -3 right_child=5 2 22 17 27 6 18 8 12 10 -12 -13 14 -15 -16 16 -18 20 19 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31 leaf_value=-0.0033278059708853327 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7006.8104429244995 11.780963197350504 8.2243821620941144 7.0342089384794226 15.931878849864004 12.332433998584746 7.2034721523523322 14.633343830704691 21.987539067864418 5.1632618159055701 74.57838049530983 6.1787940561771393 6.3434823006391516 5.4728501439094543 leaf_count=32 94 20 49 29 23 20 19 19 372 261 21 30 52 77 109 89 24830 48 35 29 64 63 29 71 93 22 346 23 26 22 internal_value=0.000192944 0.000313924 -0.00638795 -0.00262946 0.00667176 -0.00493671 0.00550971 0.000384589 -0.00385771 0.000475665 0.00592025 0.00402515 -0.00482301 -0.00241384 -0.0120461 0.000406712 0.000434718 -0.00881599 -0.000979712 0.00424804 -0.00482416 -0.00663641 -0.0175899 -0.00553342 -0.00394287 0.0059531 -0.00597161 0.0198469 -0.0124618 -0.00865285 internal_weight=7539.94 7366.22 76.86 57.5506 22.9884 173.727 24.3111 7289.36 153.202 7136.15 89.245 83.1463 148.68 111.493 37.1871 7046.91 7031.61 34.5622 18.7983 15.2586 27.7128 149.416 19.3094 137.084 116.363 19.7966 96.5659 12.3611 15.3028 10.6273 internal_count=27017 26225 307 229 88 792 103 25918 629 25289 312 291 610 449 161 24977 24919 141 83 64 112 689 78 626 532 93 439 46 58 42 is_linear=0 shrinkage=0.03 Tree=122 num_leaves=31 num_cat=0 split_feature=5 4 7 5 4 0 2 6 8 6 7 6 9 9 6 5 11 0 7 2 9 8 9 8 9 4 6 11 8 10 split_gain=42.048 34.2075 16.7509 13.2704 12.2361 10.1329 9.47377 7.50903 8.00773 7.11989 6.90333 6.5308 9.17095 6.44148 5.91874 5.83758 6.5539 5.72164 5.97058 5.09601 4.70571 5.46142 4.69133 4.61542 4.26682 4.16084 4.77604 5.52256 3.80607 3.60879 threshold=1.9250000000000003 1.9650000000000001 1.7000000000000004 1.1950000000000005 1.7850000000000004 200.00000000000003 1.7000000000000004 0.90000000000000013 3.7000000000000006 2.1000000000000005 1.9000000000000001 1.7000000000000004 6.5000000000000009 6.1000000000000005 0.70000000000000007 2.5250000000000008 -2.8333333333333326 725.00000000000011 0.70000000000000007 0.90000000000000013 3.9000000000000004 7.5000000000000009 8.3000000000000025 3.3000000000000003 3.9000000000000004 1.3150000000000006 1.7000000000000004 0.50000000000000022 7.5000000000000009 0.83333333333333337 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 25 9 8 -5 -1 17 -4 19 -9 -3 16 -7 18 -6 -13 28 -22 -20 -8 -18 26 27 -2 -16 -19 right_child=4 14 11 7 10 15 23 13 -10 -11 -12 12 -14 -15 20 -17 24 29 22 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.002257934375711616 -0.0089129851653089315 -0.013689536926957929 -0.0042590794269920006 0.0052510746515088743 0.010047480211936114 0.032143953109695624 0.005672592647122574 0.0013145647351326464 -0.0029138065150222355 0.005458488039883802 -0.019739961116933269 0.0027879016580971984 0.012980309761109211 0.0046847308029675308 -0.01536636148306611 0.01357473278140315 -0.0065165626234387807 -0.01387852804126611 -0.0027899578458361381 -0.0034647143945762144 -0.0028568207005639341 -0.012336795120463297 0.011083660080271326 -0.010599845022732814 0.0065936970096426156 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4.86026 4.49533 threshold=1.3 1.3750000000000007 1.5000000000000002 0.90000000000000013 6.3000000000000016 1.7550000000000003 0.70000000000000007 6.3000000000000016 4.7000000000000002 8.3000000000000025 -1.8333333333333328 3.5000000000000004 0.90000000000000013 1.9000000000000001 4.5000000000000009 200.00000000000003 2.3000000000000003 4.5000000000000009 1.0450000000000006 -1.1666666666666663 200.00000000000003 4.9000000000000012 0.90000000000000013 0.3000000000000001 1.0650000000000006 4.1000000000000005 4.5000000000000009 0.89000000000000024 0.50000000000000022 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 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 8 11 7 19 22 13 -1 12 -9 25 -6 -5 -7 -16 27 -8 -19 -2 -21 -22 -4 -20 -18 -3 -27 -10 -29 -17 right_child=1 3 6 4 9 14 17 10 16 -11 -12 -13 -14 -15 15 29 24 18 23 20 21 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0020159023922118502 0.008227710571168315 0.0026910094471035762 -0.0012719246704049451 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264.49184042215347 483.36198100447655 327.53573504090309 251.41264839470387 738.97124350070953 114.26928627490997 50.262681156396866 586.03581269085407 1024.4163973927498 335.82167330384254 212.79818540811539 leaf_count=4844 402 247 175 2514 440 242 1894 40 232 44 998 28 805 677 213 754 42 27 73 711 1302 886 820 2124 307 142 1712 2794 916 612 internal_value=-9.23209e-05 0.00200412 -0.0019879 0.000236468 0.00167955 0.00459158 -0.00472137 0.00020565 -0.000574691 0.00652966 -0.00406619 -0.00364313 0.00727835 0.00155065 0.00835372 0.00956087 0.00102297 -0.00361815 -0.0018488 0.00266649 0.00189739 0.00320732 -0.00976266 -0.00217408 0.00727815 -0.00400328 -0.00493032 0.000461945 3.19677e-05 0.0110786 internal_weight=9601.56 4559.23 5042.33 2708.73 1974.34 1850.49 1718.45 1514.2 3323.88 460.148 362.587 734.39 444.473 1151.61 626.38 539.718 1576.38 1409.91 773.339 1224.11 1075.39 810.898 308.541 763.352 129.748 724.415 636.298 1446.63 1360.24 461.712 internal_count=27017 12769 14248 7647 5518 5122 5113 4229 9135 1289 1038 2129 1245 3191 1821 1579 4291 4118 2224 3301 2899 2188 995 2197 349 2101 1854 3942 3710 1366 is_linear=0 shrinkage=0.03 Tree=124 num_leaves=31 num_cat=0 split_feature=8 0 5 5 8 11 8 8 4 8 4 13 4 13 4 7 5 9 8 13 11 10 5 0 9 11 5 12 13 10 split_gain=4.91152 3.0187 3.95953 4.45759 4.26853 3.76943 3.43183 3.1188 3.30169 4.48038 5.86945 3.47867 4.27501 3.01967 2.93228 4.54901 4.16892 4.015 3.77964 3.36944 3.11119 2.65735 2.62474 5.03422 4.95964 2.93028 5.38966 3.20389 2.97535 2.89353 threshold=6.9000000000000012 575.00000000000011 0.89000000000000024 0.9650000000000003 5.5000000000000009 -0.33333333333333331 2.7000000000000006 2.5000000000000004 1.0650000000000006 1.7000000000000004 1.3250000000000008 3.9000000000000008 0.87000000000000033 1.1000000000000003 1.3950000000000007 1.9000000000000001 1.2350000000000008 2.1000000000000005 4.5000000000000009 2.9000000000000008 1.1666666666666672 -0.49999999999999994 1.5150000000000008 200.00000000000003 4.7000000000000002 0.33333333333333326 1.8850000000000005 2.9000000000000008 2.1000000000000005 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 -3 4 5 -4 21 8 11 -10 -11 -1 -13 -8 17 19 -17 18 -9 -16 -19 -5 23 -2 25 26 27 -24 -27 -25 right_child=22 2 3 6 -6 -7 13 14 9 10 -12 12 -14 -15 15 16 -18 20 -20 -21 -22 -23 24 29 -26 28 -28 -29 -30 -31 leaf_value=-0.001884862876533337 0.0022837500254844828 -0.010266981930960253 -0.010197705401872325 0.023376110543534459 0.031965534392786044 0.01511751256141294 -0.01089604745535472 0.022691479611252063 0.017763558120519569 -0.014564486930772249 0.0022256109947637144 -0.0022588166201249682 0.027683465632977886 -0.0010016925316170306 -5.4707058982225608e-05 -0.0067389443507209447 -0.00064239833329944021 0.0010515293266113524 -0.001523591668060064 0.002548502406032362 0.0043035860722589218 0.0035906205994139747 0.0071709878405514793 -0.0099775515135426592 -0.0023424729176248289 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threshold=1.9000000000000001 1.9000000000000001 0.90000000000000013 5.5000000000000009 1.6350000000000005 0.70000000000000007 0.90000000000000013 3.7000000000000006 0.50000000000000011 1.6100000000000005 1.7000000000000004 925.00000000000011 725.00000000000011 4.3000000000000016 -1.1666666666666663 5.5000000000000009 2.3000000000000003 0.70000000000000007 7.5000000000000009 200.00000000000003 -1.8333333333333328 6.9000000000000012 2.7000000000000006 6.5000000000000009 1.1000000000000003 1.3 2.7000000000000006 4.7000000000000002 2.5000000000000004 1.4650000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 11 5 20 -3 14 24 10 -6 18 13 -8 -1 -10 17 21 25 29 -4 28 -11 -7 -9 27 -27 -2 -5 -19 right_child=3 6 4 16 9 23 12 8 15 22 -12 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0089353698668886965 0.0067535524190955581 -0.010513432863207887 0.023181125653714933 0.00012939026917085109 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666.62324626743793 36.868590340018272 132.55175876617432 218.56249625980854 25.674537256360054 295.32441611588001 15.562373369932173 238.19350792467594 16.105910688638687 36.823632121086121 leaf_count=54 677 1398 31 126 1889 8517 723 73 1760 285 523 44 345 1350 598 937 281 160 112 1936 2069 107 420 686 84 926 45 708 45 108 internal_value=-7.09644e-05 -0.00116951 -0.00030251 0.00388173 0.000408231 -0.000461467 -0.00621217 -0.00346839 -0.00225753 0.00323831 0.00445739 0.00116773 -0.00404813 -0.0029868 -0.00915627 -0.00295254 0.00619121 0.00693884 0.00146887 0.00779664 0.00296244 -0.000206801 -0.00141445 -0.00129135 0.00873059 0.00194406 -0.000818112 0.00373629 0.00517951 0.00124609 internal_weight=8321.05 6511.38 5556.09 1809.67 4537.44 3470.83 955.282 1018.66 839.864 1066.61 845.162 831.973 635.534 566.365 178.794 789.902 977.698 887.508 821.518 792.386 677.136 95.1219 221.444 2793.69 49.9621 790.024 310.887 479.137 58.2533 94.526 internal_count=27017 21742 17926 5275 14420 11303 3816 3506 2854 3117 2412 2512 2418 2073 652 2697 2763 2482 2468 2204 2100 278 705 9203 157 2356 971 1385 171 268 is_linear=0 shrinkage=0.03 Tree=126 num_leaves=31 num_cat=0 split_feature=0 3 2 7 8 7 0 4 5 5 6 7 5 6 3 7 6 6 5 9 8 8 3 0 5 13 10 10 13 9 split_gain=40.4069 32.2156 23.6848 20.7811 13.1765 10.5837 10.2885 14.0601 10.5243 7.18559 6.94003 6.14828 6.04328 6.09166 5.68529 5.31389 5.46645 5.15853 4.87885 4.36706 3.99335 3.97257 3.95008 4.16299 3.93643 3.75041 3.72259 3.93163 3.9608 3.90329 threshold=725.00000000000011 1.5000000000000002 2.3000000000000003 1.7000000000000004 5.3000000000000016 1.5000000000000002 200.00000000000003 2.1250000000000004 2.0250000000000008 1.1450000000000007 1.9000000000000001 0.90000000000000013 1.0650000000000006 1.7000000000000004 0.90000000000000013 1.3 0.70000000000000007 1.3 1.2850000000000008 2.3000000000000003 5.1000000000000005 4.9000000000000012 1.1000000000000003 200.00000000000003 2.2950000000000013 3.9000000000000008 -1.4999999999999996 1.1666666666666672 1.7000000000000004 6.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 6 5 10 15 8 -8 -7 -1 14 -5 20 -6 24 -17 -13 19 -2 -14 -15 23 -4 -3 -25 29 28 -28 -20 right_child=18 3 22 12 11 9 7 -9 -10 -11 -12 17 13 21 -16 16 -18 -19 26 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=-0.0012927424847076403 -0.0093196026625159845 -0.001852501136454369 0.00054254562008250538 0.020751752849894823 0.0041377499809338554 0.0041282019159043573 -0.0044212179843011734 0.0043587475310316584 -0.0093720859757978961 -0.00029365388041345769 -0.0055826465314177606 0.0049955018936056446 0.00071771168614511837 0.00043155981868095753 -0.0036976269285998679 0.018970847978704571 0.0021581215374880652 0.0014295448907473431 0.0024843351588925739 0.013287258784895934 0.0064246506601318976 -0.0079691880437043183 0.0047096961120894187 0.014171598274486646 -0.024466634236973931 -0.0023997514564133918 0.0024275338164971615 0.00016109002689759341 0.010551114673559606 -0.018648180991506502 leaf_weight=1663.8814615309238 8.098101466894148 349.39014109969139 28.864122539758682 14.681565791368483 124.99225160479546 486.59960907697678 1395.9297040402889 131.16139784455299 534.35548502206802 1032.6518411934376 426.36768728494644 732.86222240328789 245.80800008773804 127.7496345937252 250.12818843126297 20.300295263528824 122.03019669651985 727.5731728374958 38.199188381433487 152.771030575037 200.24727475643158 83.955615490674973 157.3730902671814 156.19045704603195 7.0677724182605735 13.341424912214277 72.137480735778809 61.655054241418839 215.04034507274628 9.906306326389311 leaf_count=4597 24 1007 79 40 341 1308 4040 359 1794 2810 1198 1992 671 357 688 56 343 1974 109 475 545 230 442 457 23 37 202 178 613 28 internal_value=-9.39883e-05 -0.000577853 0.00075955 -0.00297774 0.000269552 -0.000782848 -0.00421045 -0.00514592 -0.00579175 0.00112262 -0.00216779 0.00233903 0.00171566 0.00129076 -0.00108684 -0.000344235 0.00455608 0.00321898 0.00774204 0.0121492 0.00327972 -0.00289991 0.00825899 0.0110744 -0.00230089 0.0128675 0.00595591 0.00703478 0.00851052 -0.00186746 internal_weight=9591.31 9033.5 5800.83 3232.68 5445.06 3609.5 2560.23 2061.45 1930.29 1519.25 2090.25 1835.56 672.442 657.761 375.12 498.788 142.33 1460.44 557.808 160.869 446.055 211.705 355.769 198.396 356.458 169.532 396.938 348.833 287.178 48.1055 internal_count=27017 25388 15923 9465 14908 9913 7622 6193 5834 4118 5795 4995 1843 1803 1029 1429 399 3966 1629 499 1216 587 1015 573 1030 494 1130 993 815 137 is_linear=0 shrinkage=0.03 Tree=127 num_leaves=31 num_cat=0 split_feature=4 3 8 13 5 4 2 9 8 10 11 2 6 7 3 12 6 7 2 5 7 9 12 9 5 4 7 12 5 5 split_gain=4.71317 3.64969 3.52425 3.57751 5.14508 3.34136 3.64608 3.22897 2.89073 4.96445 2.80989 4.69995 5.76361 2.77614 4.16397 2.83991 2.71971 2.78377 2.19823 2.15997 2.15733 2.40592 4.46063 3.07227 2.15314 1.96788 1.94551 1.46622 0.851926 0.00148885 threshold=2.3450000000000011 3.3000000000000003 5.7000000000000002 2.9000000000000008 2.1050000000000009 2.8150000000000008 2.5000000000000004 5.5000000000000009 7.9000000000000012 -2.1666666666666656 2.1666666666666674 0.50000000000000011 2.3000000000000003 1.7000000000000004 2.1000000000000005 2.3000000000000007 1.0000000180025095e-35 1.0000000180025095e-35 3.7000000000000006 2.6250000000000004 2.5000000000000004 3.7000000000000006 4.1000000000000005 5.5000000000000009 1.3850000000000005 1.7000000000000004 1.5000000000000002 5.1000000000000005 1.2850000000000008 2.2850000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 -3 18 -7 -6 10 -10 16 -12 -13 14 -11 -15 25 -18 20 29 21 22 -2 -23 -8 -1 -26 -5 -20 -4 right_child=5 2 19 27 7 6 24 -9 9 13 11 12 -14 15 -16 -17 17 -19 28 -21 -22 23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.0032643631567845634 -0.0062092494355541804 -0.021336632609496496 -0.025525045365380691 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7.1552671343088141 5.5315104722976676 55.337275207042694 8.4046039879322034 53.211181670427322 7.4045789241790754 6.2345731556415549 6.2230431884527206 5.2919365316629401 8.4506009519100171 5.606373593211174 leaf_count=32 64 28 25 39 43 20 27 97 19 372 23 264 25 52 77 109 89 24830 21 29 29 263 38 232 31 26 25 22 42 24 internal_value=0.000197839 0.00031252 -0.00621258 -0.0024937 0.00194018 -0.00470986 0.00562168 0.00662787 0.000380872 -0.00370805 0.000468172 0.00574894 0.00770478 -0.00466165 -0.0022968 -0.0118113 0.000401063 0.000428444 -0.00640121 -0.0173838 -0.00531129 -0.00453226 0.00457615 -0.00635683 -0.000743568 -0.0122854 0.00543941 -0.0151713 -0.0186755 -0.0252088 internal_weight=7536.82 7364.72 76.3482 57.2798 42.4376 172.095 24.2099 35.3238 7288.38 152.355 7136.02 89.5475 82.8391 147.773 111.044 36.7296 7046.47 7031.3 147.885 19.0684 135.824 130.293 21.7442 108.548 18.6385 15.1756 13.6276 14.8421 12.0609 11.9131 internal_count=27017 26225 307 229 168 792 103 140 25918 629 25289 312 289 610 449 161 24977 24919 689 78 626 597 102 495 83 58 56 61 63 49 is_linear=0 shrinkage=0.03 Tree=128 num_leaves=31 num_cat=0 split_feature=3 4 6 5 2 9 13 5 0 9 3 2 6 9 11 5 4 12 11 8 0 0 6 4 4 0 7 13 10 5 split_gain=38.0315 30.381 17.6798 12.4617 12.0322 11.9908 7.17424 6.98534 6.37896 5.99103 5.89505 6.35163 6.09909 6.06982 5.63825 5.38242 5.12636 5.06783 4.9626 4.93377 4.73464 4.71955 4.65843 4.71985 4.49739 4.21505 4.16223 5.93788 4.04767 3.81134 threshold=1.9000000000000001 1.8900000000000006 0.90000000000000013 1.7400000000000007 0.70000000000000007 5.5000000000000009 1.7000000000000004 1.1250000000000007 925.00000000000011 3.1000000000000005 3.9000000000000004 2.3000000000000003 0.70000000000000007 6.9000000000000012 -1.4999999999999996 2.1650000000000009 2.7150000000000003 3.9000000000000008 -1.8333333333333328 7.5000000000000009 725.00000000000011 200.00000000000003 0.90000000000000013 1.9650000000000001 1.3850000000000007 200.00000000000003 1.9000000000000001 4.7000000000000011 0.83333333333333337 2.3950000000000009 decision_type=2 2 2 2 2 2 2 2 2 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 18 8 14 -6 19 -3 11 12 13 -7 -1 20 22 25 -4 26 -8 -14 23 -11 -16 -5 29 -28 -13 -2 right_child=5 9 3 17 7 10 15 -9 -10 16 -12 28 21 -15 24 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.015227567545724234 0.002151153273762081 -0.017937720632891931 0.022031264507245536 -0.00045477220935608779 -0.0036844712341900466 0.0051848098700961968 -0.0053661925429010328 -0.00033809548202249701 -0.022329330945104024 -0.00051900058070001903 0.021955737889057442 -0.0064202992433503294 0.001035577035243624 -0.010645282201324961 0.0020012744418213221 0.018762094997153686 -0.019469623903258685 -0.012635321250974869 0.0028485113039524801 -0.010260181194305851 -0.016595862709396055 0.0081998969883632002 -0.0039331051305519782 -0.011656934773131152 -0.004702429094940494 0.0055270166812923299 -0.0078221607416992488 0.016730410079809781 0.0073499776476240227 0.013131522049463398 leaf_weight=19.347460687160492 681.68947070837021 43.274218648672104 12.344132512807844 130.56718748807907 718.86131855845451 57.546379387378693 668.93260854482651 2563.1886368691921 10.304781690239905 42.828891977667809 20.473319351673126 59.732387721538544 94.167764931917191 35.094151884317398 177.70082867145538 8.0335357487201673 25.924282282590866 16.076161623001099 725.1433333158493 31.298425287008286 35.58829291164875 682.80120764672756 398.43587812781334 170.79309737682343 182.64172133803368 563.88875629007816 68.700630590319633 10.178430229425429 28.319996476173401 29.689344644546509 leaf_count=62 2017 207 36 375 2509 169 2336 8198 44 177 57 186 267 102 550 23 127 48 2233 112 154 1893 1642 811 650 1604 227 31 89 81 internal_value=-7.09211e-05 -0.00114136 -0.00043998 0.000354419 -0.000292992 0.00377532 -0.0038802 -0.00107105 0.00112754 -0.00713567 0.00602714 0.00568661 0.00646405 -0.000811957 -0.00054944 -0.00565503 -0.00640297 0.00401687 0.00316959 0.00142176 -0.00593345 0.00733159 -0.00584952 -0.0094239 -0.00139654 0.00440236 0.00188443 -0.00465394 -0.00199141 0.00260942 internal_weight=8313.57 6503.57 5822.31 4730.07 4019.54 1810 1092.24 3282.05 831.861 681.256 978.135 957.662 869.61 92.6405 379.69 712.554 637.982 710.532 737.487 821.556 704.521 776.969 612.058 213.622 360.343 694.456 790.258 78.8791 88.0524 711.379 internal_count=27017 21742 18778 15003 12976 5275 3775 10707 2512 2964 2763 2706 2431 271 1262 2513 2757 2027 2269 2468 2490 2160 2630 988 1200 1979 2356 258 275 2098 is_linear=0 shrinkage=0.03 Tree=129 num_leaves=31 num_cat=0 split_feature=2 8 3 3 0 4 6 7 9 13 6 7 5 9 6 3 5 10 12 8 6 7 6 8 6 0 4 5 9 0 split_gain=38.7474 21.4566 21.2831 19.5008 11.9816 10.29 10.121 10.0497 9.70814 8.06291 7.91368 7.8569 9.51329 6.46322 6.25261 7.5907 5.66673 5.55931 7.02238 5.48502 5.41363 5.06546 4.86044 5.43396 4.64219 4.63283 6.75144 5.00562 4.53876 4.44804 threshold=1.3 6.9000000000000012 1.9000000000000001 1.5000000000000002 725.00000000000011 2.1550000000000011 1.5000000000000002 0.70000000000000007 4.5000000000000009 1.1000000000000003 1.1000000000000003 1.5000000000000002 0.74500000000000033 6.3000000000000016 0.90000000000000013 1.1000000000000003 1.0050000000000006 -1.4999999999999996 3.7000000000000006 5.7000000000000002 0.90000000000000013 1.7000000000000004 2.3000000000000003 4.5000000000000009 0.70000000000000007 350.00000000000006 1.5750000000000008 1.4950000000000008 4.1000000000000005 200.00000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 10 5 8 21 20 -2 -3 25 12 -12 -8 15 29 -9 18 -6 -14 -5 24 23 -18 -4 26 -1 -28 -27 -11 right_child=1 9 6 7 17 -7 13 16 -10 14 11 -13 19 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31 leaf_value=-0.0026458948789066144 0.0033448510861488431 -0.013427381374808129 0.0037869615018900475 -0.0010923676711478171 0.0079164831956158466 0.0090158957540020235 -0.0047493587533892724 0.016886149459552947 -0.00026001237768704543 -0.0012974381052064826 0.02179593165670362 0.00047923895303649059 -0.0042589243191625313 -0.014492720193997019 0.0055205922056343615 0.0077443379575814512 -0.0052366408142511022 0.00994068057181287 -0.021579760290857172 0.00056815573060027189 -0.011347694860949315 0.0064234367679720863 -0.0087579390317320382 -0.0012447257802888545 -0.0037879639631981914 0.007106796456964052 0.0031504369512469479 0.023007921698437839 0.0015353420712098608 0.022360412248693416 leaf_weight=317.067018866539 1142.4904409945011 16.425682634115219 94.340147137641907 56.921189725399017 18.444213330745701 161.37597614526749 188.17638446390629 12.239259392023085 1633.9329056739807 8.0264742374420148 13.750070750713347 1010.8691633343697 1052.8046867549419 90.859054386615753 360.97237944602966 130.63778439164162 549.12820187211037 231.03615039587021 11.984351009130476 265.2362052500248 248.90174812078476 74.818864643573761 147.90754368901253 695.73562350869179 319.09398767352104 193.80906182527542 42.723261803388596 15.595345407724379 409.95446363091469 65.69191786646843 leaf_count=866 3101 47 272 175 54 464 556 33 4479 22 37 2747 2957 296 1024 379 1640 681 36 724 820 204 443 2002 947 525 115 42 1122 207 internal_value=-9.47678e-05 0.00191207 0.00112295 -0.00190847 0.00219914 0.00165143 -0.00336428 -0.00451062 0.00122338 0.00729245 -0.000568277 -0.00151493 -0.00302857 -0.00792198 0.00789447 0.0120877 -0.00343789 0.00835314 -0.00370067 -0.00328755 -0.00943893 -0.000759565 -0.0036165 -0.00300562 -0.00205947 0.00169665 -0.00092042 0.00846065 0.00332379 0.0197845 internal_weight=9580.95 4548.31 3966.55 5032.64 3199.26 2937.8 767.288 1710.83 2776.42 581.754 3321.81 2342.66 1331.79 279.035 565.329 204.356 1405.01 261.465 30.4286 1318.04 305.823 488.253 1392.77 1244.86 413.434 979.149 375.386 58.3186 603.764 73.7184 internal_count=27017 12769 11090 14248 8815 8044 2275 5113 7580 1679 9135 6465 3718 852 1632 608 4118 771 90 3681 995 1423 4085 3642 1219 2670 1023 157 1647 229 is_linear=0 shrinkage=0.03 Tree=130 num_leaves=31 num_cat=0 split_feature=4 3 8 6 11 4 2 8 10 7 3 12 11 4 6 6 7 8 11 2 5 4 9 9 2 5 4 3 10 5 split_gain=4.44686 3.45321 3.44831 3.48527 4.85494 3.21651 3.43987 2.75158 4.71446 2.68978 4.04559 2.78079 2.68729 4.60092 5.06399 2.62871 2.69176 2.42682 2.23835 2.15782 2.14789 2.14416 2.44764 5.27549 2.76304 2.08016 1.93516 1.88131 1.8666 1.37418 threshold=2.3450000000000011 3.3000000000000003 5.7000000000000002 1.3 0.33333333333333326 2.8150000000000008 2.5000000000000004 7.9000000000000012 -2.1666666666666656 1.7000000000000004 2.1000000000000005 2.3000000000000007 2.1666666666666674 2.0350000000000006 2.3000000000000003 1.0000000180025095e-35 1.0000000180025095e-35 3.3000000000000003 0.33333333333333326 3.7000000000000006 2.6250000000000004 2.3750000000000009 3.7000000000000006 3.5000000000000004 1.9000000000000001 1.3850000000000005 1.7000000000000004 3.5000000000000004 0.50000000000000022 2.475000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 29 19 -7 12 -9 10 -10 -11 15 14 -14 26 -17 -5 -19 21 -4 -2 23 -23 -24 -8 -1 -6 -27 -3 right_child=5 2 20 17 27 6 25 8 9 11 -12 -13 13 -15 -16 16 -18 18 -20 -21 -22 22 24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.0032061657566061618 -0.01415294281876674 -0.01963985127207182 -0.025074067411698868 -0.024735813076280217 0.0075697829484781395 0.026064476001830893 -0.017384971037702111 0.026116478078528869 0.00040166301086780689 -0.00065214225542363849 -0.0147009652723217 -0.017895608709007131 0.0011928313927398026 0.030562515844966553 0.024919406491209065 -0.0094905098193430373 0.00045865134246606334 0.0053783996043870706 -0.011941655001451014 -0.018512468338058818 -0.0041773079154991746 -0.0033112250789875254 0.0037958160287613219 0.031788930212601381 -0.0083698233121635868 0.017307783276724494 -0.02509048596547192 0.030872118259172226 -0.0049378360243599968 0.0020695016473429723 leaf_weight=8.9260753989219648 20.325096786022186 5.0558852404356021 11.724578753113748 6.6452154964208594 6.1921926438808423 5.6420718282461193 4.9296343624591854 4.6519805490970603 91.477498143911362 13.216570675373076 19.337656900286674 23.178535535931587 74.501498341560364 6.1966437995433798 9.082926392555235 24.559847742319107 7007.0222763419151 11.739411100745203 15.691660970449446 11.871528729796408 7.1122685968875876 14.472048223018648 21.80706050992012 5.2524759024381629 73.205354258418083 6.3152408152818662 6.1367476582527152 6.2812394946813583 7.3406429439783096 5.4560725688934326 leaf_count=32 94 20 49 29 23 20 27 19 372 52 77 109 261 21 30 89 24830 48 64 63 29 71 93 22 346 26 26 23 30 22 internal_value=0.000200362 0.000311468 -0.00605453 -0.00238052 0.00664697 -0.00457995 0.00554789 0.000377762 -0.00361814 -0.00455778 -0.0022338 -0.0116338 0.000462794 0.00562027 0.00377114 0.000397083 0.000423901 -0.00846982 -0.00452936 -0.00624991 -0.017184 -0.00517207 -0.00358115 0.00603565 -0.00557759 -0.000680402 -0.0121221 0.0193041 0.00534978 -0.00837194 internal_weight=7535.35 7364.19 75.8985 57.0617 22.9854 171.161 24.2276 7288.29 151.862 147.21 110.815 36.3951 7136.43 89.7811 83.5844 7046.64 7031.58 34.0763 27.4311 146.934 18.8368 135.062 114.737 19.7245 95.0124 18.5855 15.0628 12.4734 13.6559 10.512 internal_count=27017 26225 307 229 88 792 103 25918 629 610 449 161 25289 312 291 24977 24919 141 112 689 78 626 532 93 439 83 58 46 56 42 is_linear=0 shrinkage=0.03 Tree=131 num_leaves=31 num_cat=0 split_feature=3 4 0 3 9 6 6 7 9 7 12 5 8 10 5 13 2 2 6 0 3 0 5 13 7 0 9 12 9 7 split_gain=35.7817 28.952 13.7453 12.45 11.4404 11.2052 9.64236 8.91798 7.10891 6.86012 6.7138 6.57298 6.58638 6.07527 5.77818 6.42943 5.80308 5.66014 5.72232 6.00705 5.33158 5.18455 5.03681 4.94537 4.92908 4.91085 4.98946 4.72832 5.60923 4.71077 threshold=1.9000000000000001 1.5350000000000008 725.00000000000011 0.90000000000000013 5.7000000000000002 1.1000000000000003 0.70000000000000007 0.3000000000000001 4.1000000000000005 0.50000000000000011 2.1000000000000005 2.3750000000000009 7.5000000000000009 -0.33333333333333331 1.7000000000000004 2.9000000000000008 0.70000000000000007 2.3000000000000003 0.70000000000000007 200.00000000000003 1.3 925.00000000000011 2.0450000000000008 1.7000000000000004 1.9000000000000001 525.00000000000011 5.1000000000000005 4.9000000000000012 6.9000000000000012 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 13 11 7 20 -5 10 -10 -8 12 21 -1 16 -16 -7 18 27 -20 -3 24 -22 -9 -2 26 -15 28 -6 -21 right_child=4 2 -4 5 17 14 8 23 9 -11 -12 -13 -14 25 15 -17 -18 -19 19 29 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0046294626399817594 0.002292911177513666 -0.011989744262083903 -0.010932904625251472 0.02158831587624847 0.0042024687196132986 0.0049064231534186164 0.0016283781767648011 0.0018482632773254553 0.007766356683789338 -0.0016697469438471636 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7.4305870234966269 32.518762558698654 358.84166422486305 leaf_count=1713 2217 661 1124 43 131 1173 335 718 235 4041 1395 125 129 1134 632 712 3992 259 235 750 378 35 35 2057 277 754 610 21 95 1001 internal_value=-7.24596e-05 -0.00111195 -0.00393736 0.000307837 0.0036575 0.00136005 -0.00312334 -0.00148691 -0.00228489 -0.00110396 -0.00550788 0.00132837 0.000756134 -0.00215542 0.00252943 0.00543236 0.00169514 0.00609959 0.00687424 0.00774571 -0.00844214 0.00128511 -0.00333781 -0.00188129 0.00152052 -0.000447447 0.00112654 -0.000509451 -0.00271319 0.00874134 internal_weight=8305.77 6495.56 2172.4 4323.15 1810.22 3029.2 1945.96 881.967 1680.98 1230.21 450.762 926.537 881.335 1293.96 2147.23 479.343 1667.89 883.68 800.364 715.873 264.987 846.134 108.654 867.146 837.715 765.494 535.652 84.492 77.0614 632.811 internal_count=27017 21742 8204 13538 5275 9327 7080 2818 6006 4276 1730 2783 2658 4211 6509 1344 5165 2492 2233 1986 1074 2529 413 2775 2494 2498 1744 247 226 1751 is_linear=0 shrinkage=0.03 Tree=132 num_leaves=31 num_cat=0 split_feature=2 6 5 5 3 0 7 8 7 8 8 0 6 9 13 2 0 4 7 12 7 5 2 10 9 3 6 12 7 6 split_gain=36.7074 20.6487 18.5929 15.4702 13.0505 10.492 9.99617 11.2105 9.93577 10.0509 9.14172 7.92783 7.88771 6.6102 6.32682 5.85271 5.61623 10.6967 6.34221 5.57387 5.37977 5.23461 5.72626 5.03302 4.99896 4.86767 12.8901 4.77538 4.55146 4.47774 threshold=1.3 1.5000000000000002 1.9250000000000003 1.4050000000000009 1.9000000000000001 200.00000000000003 0.70000000000000007 4.7000000000000002 1.1000000000000003 3.7000000000000006 6.5000000000000009 875.00000000000011 2.3000000000000003 6.3000000000000016 4.9000000000000012 3.5000000000000004 200.00000000000003 1.3050000000000008 1.5000000000000002 2.1000000000000005 0.3000000000000001 1.4450000000000007 0.90000000000000013 -1.1666666666666663 8.1000000000000014 1.1000000000000003 1.7000000000000004 2.7000000000000006 2.9000000000000004 0.3000000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 5 11 -2 23 21 15 -10 27 20 14 -6 -9 24 17 -4 -18 -20 -3 22 -8 -1 -5 26 -25 -7 -22 -11 right_child=1 4 16 8 13 10 7 12 9 29 -12 -13 -14 -15 -16 -17 18 -19 19 -21 28 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=0.0052094466823439135 0.00071844598187488355 -0.016366485328305137 -0.0099133839025995658 -0.0010186661237896997 -0.0034644109909013707 0.0029600297243918385 -0.0030150700705848387 0.0014062889306817826 -0.0049977427204470461 0.015537910923949115 0.012672707030490336 0.016303448010658181 -0.0056522916796305769 -0.012797833010098214 0.025308682800621565 0.019144763049526298 -0.009767378387158342 0.011998615806154139 -0.022865356137919752 0.00070624798951652494 1.273672630313581e-05 -0.0041272517625533618 0.0010141056987721913 0.0036900248534248404 -0.011288079897384647 -0.0084263464983467522 -0.015128746105184106 0.007537722711690658 0.013976254362342944 0.0040115162524320203 leaf_weight=38.166723549365997 302.02278599143028 17.752548485994339 42.233173280954361 659.76895733177662 208.96963556110859 345.96097865700722 643.26566356420517 1725.4142270982265 115.31766733527184 31.478867381811142 209.3459415435791 27.555932968854904 148.82107210159302 101.44631288945675 10.024469733238218 12.355738312005995 401.32488021254539 38.174464404582977 9.9669241905212385 95.90399095416069 1107.3918032646179 797.92916828393936 626.76483142375946 110.66823437809944 45.610131621360779 292.41742023825645 46.531161308288574 503.71026095747948 21.415174216032028 833.22488278150558 leaf_count=110 815 50 130 1881 615 941 1773 4716 322 90 637 82 414 328 27 35 1346 113 29 281 3041 2295 1713 306 138 864 131 1419 58 2317 internal_value=-9.55008e-05 0.0018589 -0.00186165 0.00326787 -0.00104419 0.00565072 -0.00119796 -0.000697882 0.00135761 0.00332164 0.00705736 0.000402106 0.000975957 -0.00651464 0.00154436 -0.00132415 -0.00687656 0.000489594 -0.00804434 -0.00151284 1.99393e-05 -0.00222303 -0.00102666 -0.00524981 -0.00168269 -0.00613767 -0.00188035 0.00567382 0.000277646 0.00443113 internal_weight=9570.93 4543.33 5027.61 3058.8 1484.53 1361.04 4440 3952.22 1697.76 980.021 1059.02 1174.12 1884.26 310.416 1735.44 717.735 587.603 80.4076 507.196 105.871 1146.56 2067.96 1270.03 487.784 705.379 449.617 157.199 849.671 1128.81 864.704 internal_count=27017 12769 14248 8595 4174 3812 12349 10938 4783 2729 2997 3231 5157 943 4743 2054 1899 243 1656 310 3149 5781 3486 1411 2019 1301 437 2360 3099 2407 is_linear=0 shrinkage=0.03 Tree=133 num_leaves=31 num_cat=0 split_feature=8 0 5 5 8 8 13 4 4 2 11 4 7 9 13 7 4 4 9 7 10 5 3 2 6 10 11 11 6 10 split_gain=4.15094 2.671 3.79447 4.31302 3.64161 3.00983 3.18598 3.14812 3.13994 2.84871 2.79196 2.71323 4.2518 3.82754 2.62646 3.39007 5.14572 4.45581 3.3068 3.47667 3.2487 2.84407 2.83647 4.25856 2.49815 2.44539 2.37174 2.24705 2.73289 2.86578 threshold=6.9000000000000012 575.00000000000011 0.89000000000000024 0.92500000000000027 2.1000000000000005 2.5000000000000004 2.3000000000000007 1.0650000000000006 1.3350000000000006 0.70000000000000007 -3.1666666666666661 1.3950000000000007 1.9000000000000001 2.1000000000000005 4.7000000000000011 1.7000000000000004 2.8150000000000008 1.5950000000000004 3.1000000000000005 1.1000000000000003 0.33333333333333326 0.99000000000000021 1.1000000000000003 2.7000000000000006 1.3 1.1666666666666672 0.83333333333333337 -0.66666666666666619 1.3 -0.49999999999999994 decision_type=2 2 2 2 2 2 2 2 2 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 27 -4 -5 6 -1 9 -9 -8 -7 13 -13 -12 15 18 17 21 19 -2 -21 -17 25 -24 -19 -20 -6 -3 29 -29 right_child=14 2 3 4 26 10 7 8 -10 -11 11 12 -14 -15 -16 16 -18 24 22 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.009871235974012597 -0.010201424500586425 -0.021954607374698412 0.017293089826947012 0.022576573045084019 -0.0016245296922139413 -0.016191529902839008 -0.0054758703000472066 -0.010064149778859822 0.0047395771664110325 0.0069498269534157475 0.013187477498286056 0.00067852520115439438 -0.0024830913161045186 0.0013527484637294398 0.018715891872244084 0.019204689762031418 0.021546701784596185 -0.014148332213102457 -0.0038540446233409141 0.0073766422710798861 0.03455369300519303 -0.0024264777863604822 0.001062793736345904 -0.011422506103097441 -0.004405233319862434 -0.01671186545329777 0.001976851730270103 0.021245648578912334 -0.015151470433672589 -0.0063852267142459887 leaf_weight=46.538276001811028 5.8508033305406597 10.489691928029059 11.993872210383413 5.964863806962966 853.40927918255329 8.6940501481294614 23.831932783126831 44.955225437879562 18.081507503986359 54.761810690164566 24.804901361465454 2213.1528172194958 462.89126728475094 2905.6663394719362 5.3776026368141165 6.517500013113021 5.7573413848876944 66.605946749448776 119.11435358226299 11.848551943898203 5.9448563009500495 34.051445960998535 275.81892043352127 26.993316739797592 36.754260092973709 14.987422123551367 203.89981527626514 5.1796685606241217 14.256834775209425 9.7138828188180941 leaf_count=167 24 46 41 20 3227 32 84 160 64 191 82 7876 1675 9926 21 23 25 329 499 49 23 127 1071 123 161 68 763 22 56 42 internal_value=0.000202426 0.000412486 -0.000932383 -0.000596346 -0.000798141 0.000670853 -0.00306131 -0.000823643 -0.00581784 0.00318199 0.00079592 0.000822263 0.000131642 0.00145292 -0.0021582 -0.00234214 -0.0062643 -0.00737677 -0.0010674 0.00986003 0.0164566 0.00104862 -0.00165875 -5.0172e-05 -0.0106837 -0.00529105 -0.000930011 -0.0100476 -0.00576294 0.00322422 internal_weight=7533.91 6918.29 1114.91 1075.27 1063.27 5803.38 188.169 141.63 63.0367 78.5937 5615.21 5606.52 2676.04 2930.47 615.622 610.245 149.686 143.929 460.558 23.6442 17.7934 40.5689 436.914 302.812 103.36 134.102 1057.31 39.6401 29.1504 14.8936 internal_count=27017 24474 4217 4051 4010 20257 666 499 224 275 19591 19559 9551 10008 2543 2522 665 640 1857 96 72 150 1761 1194 490 567 3990 166 120 64 is_linear=0 shrinkage=0.03 Tree=134 num_leaves=31 num_cat=0 split_feature=5 0 2 6 9 3 8 3 8 9 0 7 4 9 11 2 13 2 4 2 3 6 13 11 5 9 11 6 6 10 split_gain=33.9104 22.6723 17.5077 13.2184 11.4742 12.0416 8.91199 8.30112 8.0141 7.73426 7.35589 6.67259 6.29947 6.11618 5.95731 5.95711 5.90247 5.8237 5.56456 5.92628 5.8466 5.15588 5.18043 5.11656 5.0497 5.78132 5.87966 4.7401 4.69741 6.41986 threshold=1.5650000000000006 725.00000000000011 1.5000000000000002 1.1000000000000003 7.5000000000000009 2.7000000000000006 4.5000000000000009 1.3 4.1000000000000005 5.3000000000000016 200.00000000000003 0.70000000000000007 2.055000000000001 4.3000000000000016 -1.1666666666666663 0.90000000000000013 1.3000000000000003 0.90000000000000013 1.2150000000000005 1.1000000000000003 1.3 1.1000000000000003 0.90000000000000013 -0.83333333333333315 1.0150000000000008 4.1000000000000005 -0.83333333333333315 0.50000000000000011 2.1000000000000005 0.33333333333333326 decision_type=2 2 2 2 2 2 2 2 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 7 5 8 24 15 -5 14 -8 -6 -11 16 18 -2 -9 -15 20 -20 -1 22 -16 -7 25 26 -4 -12 29 -26 right_child=1 -3 6 4 11 23 10 13 -10 12 27 -13 -14 17 21 -17 -18 -19 19 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=0.0033963751701098499 0.0037685619180026554 -0.0089631967680016342 0.011786244103016203 0.0052969431689711514 0.018010806662217046 0.020490825381998444 -0.0010946510836502951 0.013245767137920228 0.00095447806062350983 0.0021511997949193546 -0.015322939181422773 0.0070963294929071727 -0.020210765057100746 0.0072563930004753679 0.020907994653517378 -0.0078903218764177236 -0.0081121623959315593 0.00079494162361858035 0.0069105500100571328 -0.0069817876575967268 0.020023789639221037 -0.00091107661166666624 -0.0043981416432012626 0.0077781873473385683 -0.0045498515047228518 0.0027912462689928998 -0.019214191341877136 -0.0067749822541297855 0.0089426059715575889 0.0031466060442971403 leaf_weight=50.571139574050903 51.074750363826752 157.17932771146297 6.3875100910663596 555.69549190998077 63.88529759645462 33.447715580463409 205.50240606069565 13.319769859313963 1227.1818867176771 891.21527354419231 63.743478134274483 239.02758911252022 11.483830064535139 163.84785127639771 7.3655816614627829 173.18356861174107 92.645789504051208 536.94617496430874 50.616086289286613 60.870875522494316 30.518028408288956 1588.6981263756752 629.69607137143612 192.37986367940903 217.65314209461212 25.76806153357029 39.912332251667976 694.60716219246387 46.896587044000626 176.75182868540287 leaf_count=158 155 636 25 1571 175 92 752 40 3633 2806 308 666 47 468 25 575 292 1619 163 206 90 5145 2178 527 773 96 154 2863 155 624 internal_value=-7.3635e-05 0.00217189 -0.00171151 0.00269549 0.00395541 0.00313463 -0.00442862 -0.000129326 0.00230796 -0.000502913 -0.00612919 0.00939823 0.00186672 0.00128992 -0.00138743 -0.00523502 -0.00542749 0.00230565 0.00367461 -0.000674541 0.00965413 -0.00182541 -0.00410556 0.00966108 -0.00123579 -0.00859847 -0.0149374 -0.00749348 -3.34089e-05 -0.0011007 internal_weight=8298.07 3499.82 4798.26 3342.64 2311.62 2008.7 1477.22 1031.02 1782.88 3321.04 963.853 302.913 902.699 806.76 2418.34 224.258 105.966 700.794 192.576 111.487 81.0892 2225.76 637.062 225.828 513.369 72.0679 46.2998 758.351 441.302 394.405 internal_count=27017 10449 16568 9813 6664 5823 5750 3149 5204 10818 3923 841 2853 2419 7965 730 332 2087 617 369 248 7348 2203 619 1827 275 179 3171 1552 1397 is_linear=0 shrinkage=0.03 Tree=135 num_leaves=31 num_cat=0 split_feature=0 5 4 6 8 7 6 3 7 6 5 2 7 7 0 6 9 10 3 4 5 5 9 9 4 11 9 10 10 13 split_gain=34.9009 27.678 21.5456 11.2616 11.7445 9.33975 10.0321 9.21059 8.97584 8.91291 8.90929 8.32372 7.7984 7.53448 7.12539 6.42141 5.0549 5.77174 5.02069 4.57611 4.53121 4.33984 4.22032 4.21647 4.20117 3.86564 3.58482 3.52283 3.89117 3.77092 threshold=725.00000000000011 1.8450000000000004 1.5750000000000008 2.3000000000000003 4.7000000000000002 0.50000000000000011 0.70000000000000007 2.9000000000000004 2.5000000000000004 0.90000000000000013 0.99000000000000021 3.3000000000000003 1.1000000000000003 1.5000000000000002 200.00000000000003 2.7000000000000006 7.9000000000000012 1.5000000000000004 1.1000000000000003 1.8750000000000002 1.2850000000000008 1.0950000000000004 2.3000000000000003 4.1000000000000005 2.1050000000000009 -1.1666666666666663 8.9000000000000021 -1.4999999999999996 1.1666666666666672 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 24 16 11 -6 18 -1 -8 25 21 -14 -15 17 -7 19 -4 22 -11 -2 -20 -3 -5 -9 -22 29 -29 right_child=20 5 9 12 8 6 7 26 -10 13 -12 -13 14 15 -16 -17 -18 -19 23 -21 27 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0032162498240047048 -0.0096527430452365125 -0.012554766838130567 0.005282182115291037 0.0048505771586203599 0.00088107058523790856 0.0076792162965227022 -0.0036872425832614594 -0.012844029296215571 0.010997814221232379 0.004987197046485068 -0.0023317802485865857 0.028501974247283117 -0.014761893236006343 0.0042207587906127704 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344 6729 20 111 1922 876 42 44 33 267 349 137 2386 475 714 33 378 21 202 178 613 internal_value=-9.6773e-05 -0.000545706 0.000182864 -0.000890161 -0.000437441 -0.00434113 -0.00349271 -0.00444213 0.00129341 0.00257402 -0.00173158 -0.0034546 -0.00518181 0.00145874 -0.0027873 0.00379937 0.00387682 0.00573355 0.00564648 0.00873873 0.00722127 -0.000228061 0.0115084 0.0033026 -0.0111704 -0.0110701 -0.0117851 0.00549998 0.00655451 0.00802765 internal_weight=9560.96 9008.34 7557.58 5216.63 4718.85 1450.75 1290.44 1143.16 2018.79 2340.95 2700.05 1007.65 497.785 1717.51 353.878 719.341 147.275 132.489 623.442 268.807 552.626 998.168 158.316 354.635 160.316 143.906 135.517 394.311 346.403 285.185 internal_count=27017 25388 20891 14453 13051 4497 3958 3529 5536 6438 7515 3061 1402 4694 987 1964 429 385 1744 763 1629 2730 499 981 539 415 468 1130 993 815 is_linear=0 shrinkage=0.03 Tree=136 num_leaves=31 num_cat=0 split_feature=4 3 8 13 5 11 4 10 2 5 10 7 7 8 11 2 0 4 2 4 5 2 2 7 4 9 5 8 7 12 split_gain=3.99157 3.2154 3.37457 3.41926 5.005 3.07322 3.05837 2.67784 5.19274 4.85779 6.94067 4.49847 4.3753 2.86254 5.61531 4.58225 2.86701 4.45586 3.23587 2.81789 2.76623 2.48658 2.21006 2.32973 2.29098 2.46019 2.13695 1.85231 1.78195 1.45581 threshold=2.3450000000000011 3.3000000000000003 5.7000000000000002 2.9000000000000008 2.1050000000000009 -0.99999999999999978 2.8450000000000011 1.5000000000000004 1.7000000000000004 1.6100000000000005 2.5000000000000004 1.9000000000000001 1.7000000000000004 3.9000000000000004 -1.4999999999999996 1.0000000180025095e-35 575.00000000000011 2.1550000000000011 0.3000000000000001 1.5150000000000008 1.1250000000000007 2.5000000000000004 3.7000000000000006 2.1000000000000005 2.3750000000000009 3.7000000000000006 2.6250000000000004 5.7000000000000002 1.7000000000000004 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -6 22 13 11 19 -11 12 -9 14 20 -16 18 -18 -15 -10 -1 -8 23 24 -2 -26 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30.111185967922211 57.866485014557838 8.2063787430524808 18.320599123835567 12.933882832527159 84.611985728144646 6.7317360937595359 1687.8391190767288 866.22755667567253 64.888332039117813 4161.4289465248585 85.996348470449448 82.209391012787819 11.272920787334444 11.782761305570601 17.427488550543785 17.111626729369164 83.019289776682854 7.0613242983818045 5.7146021127700797 5.2933888733386985 5.2201590985059729 leaf_count=27 85 28 49 39 33 107 18 369 105 211 30 63 45 290 23 5788 3341 283 14688 346 288 50 64 92 80 379 29 21 24 22 internal_value=0.000204486 0.000309267 -0.00585726 -0.00222455 0.00209445 0.0066941 -0.00434715 0.000373003 0.00303113 -0.000331946 0.006162 0.00729588 0.00967539 0.00024859 0.00128471 0.00167264 -0.000108571 -0.00161615 0.000222027 -0.00402743 -0.00601521 0.00614496 -0.00589491 -0.00481449 -0.00330829 -0.00152172 -0.0169567 -0.00454745 0.000454422 -0.0147798 internal_weight=7532.45 7362.95 75.3235 56.7499 42.2247 35.2365 169.499 7287.62 325.844 182.18 66.0729 143.663 119.628 6961.78 1784.62 1694.57 5177.16 931.116 4246.04 116.108 90.0519 21.7895 147.709 135.926 118.499 100.131 18.5736 24.0352 16.5663 14.5252 internal_count=27017 26225 307 229 168 140 792 25918 1190 692 241 498 414 24728 6126 5811 18602 3624 14978 451 315 92 700 636 544 459 78 84 74 61 is_linear=0 shrinkage=0.03 Tree=137 num_leaves=31 num_cat=0 split_feature=0 5 6 2 9 3 3 7 8 9 7 9 2 10 13 8 4 4 5 0 11 4 6 5 9 3 0 3 8 4 split_gain=32.266 33.7162 12.5536 11.9559 10.9212 11.483 7.95909 7.68235 7.58864 7.376 6.39073 5.86292 5.7084 5.69444 5.64912 5.10446 4.95821 4.95658 4.86205 5.40313 4.77079 6.14828 4.7315 3.83313 3.81955 3.75333 3.66842 3.54286 6.11759 3.5398 threshold=725.00000000000011 1.5650000000000006 1.1000000000000003 1.5000000000000002 7.5000000000000009 2.7000000000000006 1.3 0.90000000000000013 4.1000000000000005 5.3000000000000016 0.70000000000000007 4.3000000000000016 0.90000000000000013 1.0000000180025095e-35 1.3000000000000003 4.1000000000000005 2.055000000000001 2.0350000000000006 1.4650000000000007 200.00000000000003 -1.1666666666666663 1.2150000000000005 1.1000000000000003 0.74500000000000033 4.1000000000000005 1.3 575.00000000000011 2.7000000000000006 5.3000000000000016 2.0850000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 9 5 8 12 18 -4 20 -6 14 26 -13 -8 23 25 -7 19 -5 21 -1 -22 -9 -20 -11 -3 -2 -29 -14 right_child=27 2 4 7 10 17 11 15 -10 16 -12 13 29 -15 -16 -17 -18 -19 24 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0095768374139043166 -0.0095681966636198251 0.00057628771564463218 0.0051405418989778628 0.0063969590458369807 0.017584540348847762 0.010320732157249622 0.012887405977567729 -0.020065855390071653 0.00091712623337984875 0.00089658707932919405 0.0069002422195652236 0.0044717655364424997 -0.0063679516296016765 -0.0010366967281000496 -0.0079741582963246474 -0.0061405290360488666 -0.019430589997321123 -0.012393835773667298 -0.0065166660910500242 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internal_value=-7.41833e-05 0.000323151 0.00261464 -0.00134608 0.0038417 0.00304123 -0.000139294 -0.00375397 0.00223447 -0.000372444 0.00915076 0.00124909 -0.00514575 0.00224231 -0.00533573 -0.00487529 0.00196062 0.00941492 0.000911901 -0.0011698 -0.00124305 0.00332331 -0.00163811 -0.00146745 0.00912124 0.0021955 0.00365583 -0.00888948 0.00424883 -0.00775461 internal_weight=8290.77 7933.2 3343.42 4589.78 2312.88 2009.84 1030.54 1321.52 1784.03 3268.25 303.032 806.8 223.741 701.056 105.744 1065.47 888.157 225.817 256.057 204.261 2380.1 189.521 2190.58 288.476 51.7958 878.51 51.1558 357.575 17.5648 172.585 internal_count=27017 25388 9813 15575 6664 5823 3149 4970 5204 10605 841 2419 730 2087 332 4051 2792 619 919 748 7813 605 7208 1014 171 2754 155 1629 59 575 is_linear=0 shrinkage=0.03 Tree=138 num_leaves=31 num_cat=0 split_feature=2 8 3 3 0 4 7 6 9 13 8 11 7 9 6 3 0 13 5 5 10 12 10 6 13 13 9 6 8 0 split_gain=33.2984 19.1702 18.3726 17.2489 10.2178 9.38826 9.08024 9.07824 8.74482 7.78445 7.12595 9.3038 7.7107 5.93316 5.70345 7.15191 5.6548 9.15368 5.59564 5.37134 5.3071 6.7559 5.24688 5.05458 4.79501 4.72298 4.65713 4.48151 4.85238 4.26735 threshold=1.3 6.9000000000000012 1.9000000000000001 1.5000000000000002 725.00000000000011 2.1550000000000011 0.70000000000000007 1.5000000000000002 4.5000000000000009 1.1000000000000003 5.7000000000000002 -1.1666666666666663 1.3 6.3000000000000016 0.90000000000000013 1.1000000000000003 200.00000000000003 4.3000000000000016 1.9500000000000004 1.0050000000000006 -1.4999999999999996 3.7000000000000006 -1.1666666666666663 2.1000000000000005 1.5000000000000002 3.3000000000000007 2.9000000000000004 2.3000000000000003 4.5000000000000009 200.00000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 10 5 8 22 25 -2 -3 12 -12 23 -9 15 29 17 -14 -18 -8 21 -6 24 -1 -5 26 -4 28 -21 -11 right_child=1 9 7 6 20 -7 19 13 -10 14 11 -13 16 -15 -16 -17 18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0022702991976464148 0.0031229647187136652 -0.013524758932122532 0.016907271005932145 0.023740983659324782 0.0073998405636734538 0.0085776445408316093 0.016568407171097001 -0.0044701228863142121 -0.00029997960271348114 -0.0015747627682931738 -0.0093443659568671258 0.0031418547030051596 -0.0023969857133174844 -0.013873193307899495 0.0052002867984536696 0.0072912754747010491 0.0013741709426093058 -0.026588929836019685 -0.014269099978662519 -0.0049238895849861384 0.0092987300633195664 -0.021590167441913999 -0.010152376883320794 -0.0079535326617249571 -0.0045953142177532188 0.015273387670669776 -0.0017333823539224659 -0.0083524447537849014 -0.0011432951752551107 0.021654236044201504 leaf_weight=993.4473549425602 1141.3885860145092 16.361828595399857 12.3887403011322 7.7736838757991817 18.28312918543816 160.20301434397697 12.237714499235151 187.16944140195847 1632.4631645679474 8.006441265344618 58.472251862287521 659.1968061029911 247.21525090932846 89.163395553827286 359.18929389119148 129.6813645362854 1159.3298423290253 14.926482319831846 20.95152336359024 545.85554300248623 228.48756662011147 11.972508311271666 276.49599224328995 164.10960382223129 17.415103122591972 16.116811722517014 458.11771515011787 146.71302628517151 694.03940558433533 64.122243791818619 leaf_count=2785 3101 47 34 24 54 464 33 556 4479 22 159 1788 674 296 1024 379 3158 41 61 1640 681 36 914 469 57 44 1345 443 2002 207 internal_value=-9.751e-05 0.00176619 0.00102087 -0.00178106 0.0020203 0.00151632 -0.00423776 -0.00316155 0.0011085 0.00687273 -0.000521831 0.00212454 -0.0012523 -0.00750418 0.00746764 0.0115032 0.000211247 -0.00377449 0.00109648 -0.00321971 0.00773527 -0.00407184 -0.00895824 -0.00307602 0.00414974 -0.000695559 -0.00124256 -0.00339435 -0.00280768 0.0190758 internal_weight=9551.29 4533.12 3955.75 5018.18 3192.8 2934.05 1700.53 762.956 2773.85 577.361 3317.65 717.669 2599.98 276.333 560.999 201.81 1442.42 262.142 1180.28 1398.85 258.743 30.2556 301.685 1157.56 25.1888 486.623 470.506 1386.61 1239.89 72.1287 internal_count=27017 12769 11090 14248 8815 8044 5113 2275 7580 1679 9135 1947 7188 852 1632 608 3934 715 3219 4118 771 90 995 3254 81 1423 1379 4085 3642 229 is_linear=0 shrinkage=0.03 Tree=139 num_leaves=26 num_cat=0 split_feature=8 6 7 11 13 7 4 4 9 7 10 5 6 4 5 2 6 7 0 13 0 9 0 2 6 split_gain=3.78349 2.55432 3.06995 4.15379 2.50474 3.22436 4.85477 4.27338 3.18589 3.31597 3.01865 2.7173 5.31008 3.98104 2.71685 2.42697 2.41901 2.3386 3.10472 2.98267 1.35677 1.17608 1.30504 0.980673 1.24221 threshold=6.9000000000000012 1.0000000180025095e-35 1.0000000180025095e-35 -0.83333333333333315 4.7000000000000011 1.7000000000000004 2.8150000000000008 1.5950000000000004 3.1000000000000005 1.1000000000000003 0.33333333333333326 1.8050000000000004 1.5000000000000002 1.8600000000000005 0.99000000000000021 3.7000000000000006 1.3 2.7000000000000006 475.00000000000006 4.5000000000000009 475.00000000000006 5.9000000000000012 575.00000000000011 1.5000000000000002 1.3 decision_type=2 2 2 2 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 -3 5 8 7 14 9 -2 -11 13 -13 -10 -7 17 -9 19 -19 -4 -1 22 -17 24 -5 right_child=4 2 15 23 -6 6 -8 16 11 10 -12 12 -14 -15 -16 21 -18 18 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.0031629828660789719 -0.00999684785520423 0.013396421651034208 0.00048359213853367441 -0.0021848208157789462 0.018245015465484002 0.018725099342438274 0.020734130665650552 -0.013897430216743022 -0.00018465989944052737 0.0073119340444933734 0.033359653075904348 0.005582246777307248 -0.0086237148797582222 -0.0070943793956306477 -0.0023497031891342389 0.0047277997950812738 -0.0042654549395097566 0.0015740628135507318 -0.0070801048642248812 0.004733652205312514 -0.021200944575591549 -0.024112746824282716 -0.017228949882064363 -0.025941934584120897 -0.021404918260704467 leaf_weight=7.7033957690000516 5.7992258220911053 5.2345497608184841 6561.383006170392 6.119543522596361 5.4234627038240424 6.5699998140335074 5.8393177539110175 65.511779293417931 177.73710468411446 11.862455919384958 6.0445426702499381 96.602802202105522 31.371526032686234 129.88433316349983 33.971659168601036 5.0523627251386625 36.563852444291115 67.667815580964088 83.159504279494286 152.05733649432659 7.3183251023292542 4.7108589112758628 4.7051899582147598 6.7780117094516745 5.9874854683876038 leaf_count=28 24 19 23181 22 21 23 25 329 679 49 23 369 122 591 127 22 161 241 311 523 31 23 25 26 22 internal_value=0.000206438 0.000406631 0.000433522 -0.0102507 -0.00205212 -0.00223324 -0.00607675 -0.00717449 -0.00099094 0.00971928 0.0161044 -0.00157382 0.00209981 -0.00310209 0.00106558 0.000470985 -0.0104472 0.000496856 -0.00319746 0.000579855 -0.0119508 -0.011803 -0.00585997 -0.0168052 -0.01169 internal_weight=7531.06 6917.88 6902.86 24.1196 613.182 607.759 148.457 142.617 459.302 23.7062 17.907 435.596 127.974 307.621 40.5417 6878.74 102.076 6864.27 150.827 6713.44 15.0217 14.4684 9.75755 18.885 12.107 internal_count=27017 24474 24415 89 2543 2522 665 640 1857 96 72 1761 491 1270 150 24326 490 24256 552 23704 59 70 47 70 44 is_linear=0 shrinkage=0.03 Tree=140 num_leaves=31 num_cat=0 split_feature=3 4 9 2 2 8 6 9 0 6 7 7 4 5 11 6 8 6 12 8 11 8 5 13 0 9 3 10 7 3 split_gain=30.7462 24.7456 15.8314 12.355 10.6806 9.37495 9.524 8.7325 8.21808 7.48759 7.36558 7.15651 6.85696 6.44963 5.93954 5.81939 5.34086 5.09611 5.07902 5.06176 5.08519 5.03397 4.94601 4.92008 4.88407 4.75366 4.72144 4.51979 5.74318 3.73706 threshold=1.7000000000000004 2.0250000000000008 5.3000000000000016 0.90000000000000013 0.50000000000000011 7.5000000000000009 1.1000000000000003 6.3000000000000016 875.00000000000011 0.70000000000000007 0.90000000000000013 0.90000000000000013 1.9900000000000002 0.98000000000000043 1.0000000180025095e-35 1.1000000000000003 4.5000000000000009 2.7000000000000006 0.90000000000000013 4.9000000000000012 -2.1666666666666656 7.1000000000000005 2.3550000000000009 0.90000000000000013 525.00000000000011 8.5000000000000018 0.90000000000000013 -1.1666666666666663 1.3 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 13 14 6 22 8 11 -3 12 -5 17 18 -4 -9 26 -6 -1 20 -12 -10 29 -15 -14 -21 -11 -8 -29 -2 right_child=2 9 4 7 10 -7 27 15 21 16 19 -13 24 23 -16 -17 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.009788451879900989 -0.0069829840557099759 -0.016379414709533861 0.0065982886773946056 0.00074619363812344886 0.0076207135369070096 -0.014317804495685432 -0.00444644560102003 -0.0024294529677041364 -0.017394666519952081 0.031070345479417054 0.024261013371722578 -0.0028407590198802966 0.0042909758177390274 0.025980520220023999 0.022617032040483258 0.0038165221142291536 -0.0075504940033604738 0.028967172674459599 -0.0063726480418291945 -0.0011217337932230816 0.004113156247758756 0.0047057354191428948 0.018719584903953472 0.0018616361083013309 -0.014750225628359438 0.011928390795038745 -0.00096088296815929311 0.0057164249491601146 1.1240473640127409e-05 -0.00042928576012345247 leaf_weight=20.004212200641632 187.26896679401398 89.488701686263084 38.546991497278214 626.15759801864624 459.17087177932262 39.425183638930321 75.489189192652702 206.22252480685711 49.465989783406258 5.9200108349323299 11.617135912179945 2496.5506062060595 29.245334833860397 7.6505322754383078 45.331215858459473 384.6781245470047 254.16381511092186 10.290946632623671 139.90376721322536 345.12840612232685 382.11472795903683 11.416664227843283 8.6699608266353589 1512.3079991936684 20.708425641059875 27.093329891562462 13.786808475852011 376.20835775136948 274.79652337729931 134.58310081064701 leaf_count=67 634 463 106 2032 1266 154 228 684 229 27 32 8593 89 22 125 1163 1171 28 471 1062 1077 55 24 4648 73 78 60 1081 857 418 internal_value=-7.5253e-05 -0.00126514 0.00273225 -0.00076014 0.00488336 4.59143e-05 0.00058166 -0.00171267 -0.00233434 -0.00884564 0.00420652 -0.00212151 0.00696426 0.0013801 0.0152555 0.0016367 -0.00638394 0.00808864 -0.00435092 0.00233641 0.00470762 -0.0132504 -0.00364022 0.00198304 -0.00360259 -0.000171839 0.00866143 0.00250243 0.0033082 -0.00424254 internal_weight=8283.41 5817.72 2465.69 5454.36 1369.25 1096.44 1057.02 3774.49 3183.59 363.359 1285.37 3122.71 519.416 1679.87 83.8782 590.901 273.871 469.462 159.908 765.954 393.732 60.8827 330.522 1519.96 49.9538 372.222 19.7068 726.494 651.005 321.852 internal_count=27017 19685 7332 17964 3936 3396 3242 12756 10909 1721 3705 10625 1456 5208 231 1847 1258 1294 538 2249 1109 284 1076 4670 162 1140 87 2166 1938 1052 is_linear=0 shrinkage=0.03 Tree=141 num_leaves=31 num_cat=0 split_feature=2 6 7 7 3 8 9 5 0 2 8 0 9 3 6 8 10 9 6 10 2 10 7 13 3 7 7 9 8 8 split_gain=31.4514 18.3522 16.4654 14.194 11.3213 11.0592 10.672 7.92686 7.7696 7.36733 7.31561 7.17151 6.76625 6.67967 14.541 7.57224 7.45108 6.06354 6.03116 5.80576 5.38884 6.34839 6.32959 5.23376 5.20397 5.13538 4.95263 5.83202 4.88873 4.84622 threshold=1.3 1.5000000000000002 0.70000000000000007 1.7000000000000004 1.9000000000000001 4.7000000000000002 4.3000000000000016 1.4450000000000007 725.00000000000011 2.7000000000000006 3.7000000000000006 875.00000000000011 2.7000000000000006 1.1000000000000003 1.7000000000000004 6.5000000000000009 0.83333333333333337 6.3000000000000016 1.1000000000000003 -1.1666666666666663 0.90000000000000013 -0.33333333333333331 1.3 1.7000000000000004 0.3000000000000001 0.3000000000000001 2.5000000000000004 3.5000000000000004 6.7000000000000002 6.3000000000000016 decision_type=2 2 2 2 2 2 2 2 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 13 6 11 7 29 20 9 -8 12 25 -5 14 15 16 -1 -6 24 -15 22 -22 -4 -10 -7 -3 -20 -28 -12 -2 right_child=1 4 5 10 17 18 8 -9 23 -11 28 -13 -14 19 -16 -17 -18 -19 26 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0044159685674263439 0.0037323590781835198 -0.016086688016149889 -0.0067724020262896756 0.02617648286105944 -0.0032315918051382037 0.022605939916003959 -0.000880924500492788 -0.0045000127807584894 -0.00012242943756503704 0.0073918654426284808 0.0063842557010293051 0.01555319705917443 -0.0029501178990653755 0.003623151155491203 -0.014775821927706776 0.025047590072294859 -0.020081191251308191 -0.012229100325773155 -0.00099164615306233158 -0.0092278970016791903 0.0051693703779898967 -0.001172635964961737 -0.0006009549264983636 0.0094235053370796407 0.0025020181091808757 0.00020740625811359144 -0.0073687297042216871 0.01261347206288607 0.012664966265138727 0.010003119805636548 leaf_weight=96.920116722583771 507.17020598053932 17.681185007095337 237.07486295700073 7.7499061524868003 207.923125654459 11.799671918153761 1302.0797092318535 1020.0988373458385 83.281982988119125 104.6715093255043 526.00517851114273 27.16008523106575 97.291729211807251 34.261750876903534 51.163158148527145 13.965829879045485 12.630851060152052 99.749233230948448 1376.2642588466406 413.33452446758747 217.73849445581436 408.67605486512184 405.2248740196228 136.27449375391006 646.59488889575005 1127.7090208828449 17.873576790094376 49.693039059638977 141.55330926179886 141.96714410185814 leaf_count=269 1404 50 668 21 615 32 3663 3028 240 299 1457 82 263 107 145 38 35 328 3842 1311 595 1118 1105 403 1773 3099 48 134 429 416 internal_value=-9.84757e-05 0.00171381 -0.00173542 0.00304473 -0.00102679 -0.0010882 0.00185183 -0.00253109 0.000553813 -0.000265375 0.00655807 0.000317162 -0.000801176 -0.00630248 -0.00132708 0.00424367 0.00159153 -0.00614864 0.000482757 -0.0082442 -0.000948003 0.00103181 -0.00287886 0.00580255 0.00286232 -4.41228e-05 -0.000602336 0.00732753 0.00771606 0.00510378 internal_weight=9541.58 4528.27 5013.31 3048.05 1480.22 4391.04 2275.45 2288.81 1626.31 1406.75 772.6 1172.55 105.042 622.276 174.68 123.517 109.551 307.672 2102.23 447.596 1268.71 626.415 642.3 219.556 658.395 1145.39 1443.83 67.5666 667.558 649.137 internal_count=27017 12769 14248 8595 4174 12343 6425 6514 4605 3962 2170 3231 284 1905 487 342 304 943 5829 1418 3486 1713 1773 643 1805 3149 4024 182 1886 1820 is_linear=0 shrinkage=0.03 Tree=142 num_leaves=31 num_cat=0 split_feature=4 3 8 13 5 9 4 2 11 4 8 7 10 2 8 10 12 10 7 5 5 5 2 7 4 9 5 11 9 12 split_gain=3.60261 3.02971 3.31715 3.33357 4.86827 3.01039 2.87333 3.01011 2.58998 8.14028 3.4618 5.85717 3.40216 3.02531 2.4839 3.63348 3.18055 2.53769 3.57953 3.57476 2.19786 2.12227 2.03511 2.10253 2.31103 3.01419 2.03147 1.87167 1.55862 1.43368 threshold=2.3450000000000011 3.3000000000000003 5.7000000000000002 2.9000000000000008 2.1050000000000009 5.5000000000000009 2.8150000000000008 2.5000000000000004 1.8333333333333337 2.015000000000001 3.7000000000000006 1.9000000000000001 0.33333333333333326 2.1000000000000005 7.9000000000000012 -0.83333333333333315 3.7000000000000006 -0.66666666666666663 2.9000000000000004 2.3850000000000011 1.4350000000000007 2.6250000000000004 3.7000000000000006 2.5000000000000004 2.3750000000000009 3.7000000000000006 1.3850000000000005 0.33333333333333326 6.3000000000000016 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -6 22 -8 14 10 11 -10 -11 -12 17 20 -17 19 -19 -1 -16 -4 23 24 28 -26 -9 -28 -2 -5 right_child=6 2 21 29 5 -7 7 26 9 12 13 -13 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.00036991426619118129 -0.018125864258904816 -0.02090890297237687 -0.024806447383400133 -0.021720326050140293 0.019505313878580299 0.00067909963609611432 0.024291702780458196 -0.017208361499413748 0.014353601511804686 0.038043705703066796 -0.0016678893067644559 -0.017453947096503861 0.0083169440029443077 0.01286133434870505 -0.0030329806660144743 -0.0037335213574365513 -0.016483610441730055 0.00081230887367509492 -0.0065322621696193902 -0.0098461746237444112 0.012051026023132393 -0.0038217700192272703 -0.01798927207705589 -0.023388055672431917 0.0090035437897968765 -0.0044675967143350832 0.019064588742497019 -0.0036420029223838851 0.0021382708873066928 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-0.0167754 -0.00574726 -0.00470647 -0.00394194 -0.00223004 -0.000502856 0.0054276 -0.0134877 -0.0145782 internal_weight=7529.73 7361.73 74.8677 56.5074 42.1425 35.2532 167.996 24.2436 7286.87 196.539 182.298 41.5135 14.2406 140.785 7090.33 145.507 110.663 6944.82 4931.27 2013.55 34.8438 18.3603 143.752 132.488 127.28 107.925 18.4546 13.6196 19.3548 14.3649 internal_count=27017 26225 307 229 168 140 792 103 25918 686 636 144 50 492 25232 612 466 24620 17461 7159 146 78 689 626 597 505 83 56 92 61 is_linear=0 shrinkage=0.03 Tree=143 num_leaves=31 num_cat=0 split_feature=0 5 7 2 5 7 6 8 7 4 9 5 8 8 4 5 0 11 2 4 6 6 5 9 3 4 5 3 8 8 split_gain=29.3498 30.4963 11.7956 10.8968 10.5636 8.34764 9.09776 8.09358 7.21089 7.03693 6.90284 5.51903 5.15082 4.81894 4.7214 4.60307 5.16353 4.53253 5.89125 4.57167 4.37022 3.76584 3.7073 3.61976 3.4948 3.47771 3.35744 3.32645 5.80429 2.76215 threshold=725.00000000000011 1.5650000000000006 1.7000000000000004 1.5000000000000002 2.265000000000001 0.50000000000000011 0.90000000000000013 3.1000000000000005 0.90000000000000013 1.3050000000000008 5.3000000000000016 2.015000000000001 5.3000000000000016 4.1000000000000005 2.055000000000001 1.4650000000000007 200.00000000000003 -1.1666666666666663 1.3 0.77500000000000036 0.70000000000000007 2.7000000000000006 0.74500000000000033 4.1000000000000005 1.3 1.0450000000000006 0.81000000000000016 2.7000000000000006 5.3000000000000016 4.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 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 10 5 9 -7 11 15 -3 17 25 21 22 24 16 -5 18 -1 -19 -14 -6 -10 -17 -12 -4 -15 -2 -29 -9 right_child=27 2 7 8 12 6 -8 29 13 -11 14 -13 20 26 -16 23 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0056654064306728208 -0.0092193151678305156 0.01374474275509518 0.024897149466051986 0.0062742980031561509 0.0099234493909883103 -0.0020465883669382665 0.0028945520660115303 -0.00043742400038888955 -0.019805314974855628 0.003591461238867642 0.00086765367735934648 -0.011962037249721672 -0.010157469026713042 -0.017208969143270782 -0.019162819964825977 -0.0063741025497831066 -0.0041960474074608867 0.0063145471251571132 -0.0083003819039401544 -0.0018277599695519112 0.005453701323965777 0.03086952066580087 -0.00074519657997520095 0.012999706471818431 0.0049737205557502011 0.0076971318343232497 -0.0055764388210929701 0.027061629387371982 -0.0088149064485379923 -0.0048874720210421345 leaf_weight=156.81159950792789 334.51393142342567 102.76570373773575 15.452300786972044 60.130033522844315 230.1975085735321 415.72047831118107 1735.1190159022808 244.91312359273434 9.4978505074977857 152.75078779459 610.80719734728336 9.4113045036792737 18.662422552704811 23.017809391021729 9.4806899577379209 11.012996524572371 143.68577022850513 63.929902762174606 32.885208547115326 2123.6085263937712 119.35437685251236 7.9932463467121115 278.25402115285397 40.961922913789749 268.59354811906815 33.552291840314865 748.0778691470623 6.3610548675060299 11.212375938892363 257.53956297039986 leaf_count=492 1570 281 45 212 628 1290 4992 756 36 434 1934 26 53 99 38 37 536 198 113 7010 331 22 978 134 820 100 2938 20 39 855 internal_value=-7.55955e-05 0.000300982 0.00247939 -0.00128901 0.0032794 0.00254853 0.00193951 -0.00148957 -0.00359531 0.00767499 -0.000360708 0.00907966 0.00795428 -0.00468735 0.00189474 0.000925196 -0.00110707 -0.00120405 0.00324434 -0.0015898 0.00334278 0.0106264 -0.00137432 0.00889458 0.00212176 0.0131207 -0.00592368 -0.00855096 0.00417132 -0.00271836 internal_weight=8276.27 7924.19 3343.43 4580.75 2782.56 2406.36 2150.84 560.869 1314.64 255.516 3266.12 58.4159 376.208 1058.85 888.881 255.791 203.816 2377.24 189.697 2187.54 138.017 238.191 287.752 51.9749 879.401 49.0046 771.096 352.087 17.5734 502.453 internal_count=27017 25388 9813 15575 8031 6997 6282 1782 4970 715 10605 171 1034 4051 2792 919 748 7813 605 7208 384 650 1014 171 2754 145 3037 1629 59 1611 is_linear=0 shrinkage=0.03 Tree=144 num_leaves=31 num_cat=0 split_feature=2 5 3 6 4 8 3 9 7 6 7 5 7 7 5 6 8 7 8 0 8 9 10 5 0 0 4 5 0 7 split_gain=29.7315 17.604 15.856 12.5205 10.8879 8.83172 9.04937 9.04174 8.24303 6.71265 6.83154 8.94091 5.43709 5.33505 5.13813 5.13688 5.11192 5.2643 5.03683 5.23108 4.77497 4.57045 4.45884 4.7065 4.40802 4.37993 6.13914 4.86944 4.31728 4.78602 threshold=1.3 1.3250000000000008 1.5000000000000002 1.7000000000000004 1.7550000000000003 6.3000000000000016 2.9000000000000004 8.5000000000000018 0.70000000000000007 1.1000000000000003 1.5000000000000002 0.74500000000000033 0.90000000000000013 1.9000000000000001 1.0050000000000006 0.90000000000000013 4.1000000000000005 1.3 4.5000000000000009 200.00000000000003 5.7000000000000002 3.3000000000000003 -0.83333333333333315 0.7150000000000003 575.00000000000011 350.00000000000006 1.5750000000000008 1.4950000000000008 200.00000000000003 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 9 5 22 6 13 12 15 25 11 -11 -7 -3 -10 24 17 -5 -6 21 -13 -20 -2 -24 -4 26 -1 -28 -16 -30 right_child=1 3 8 16 18 7 -8 -9 14 10 -12 20 -14 -15 28 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=-0.002590481835125575 0.0065013255164862987 7.7345697216968203e-06 -0.004374174752525461 -0.012811394185921745 0.00033285610345881863 0.00027956529760733711 -0.010721644624142084 -0.015729654889358038 0.016270685090466613 0.021274091525422208 0.00050134685067533189 -0.0039348886030666401 0.0071268108344856888 0.004831918288992175 0.00011137671574459646 -0.010470208667549856 -0.0016744541246194735 -0.0027658653506400896 -0.016279218890015573 0.010226217824512935 0.00057225604370841215 0.0046692400738359641 0.0148035600844893 0.0011403364186904836 0.017378250157250825 0.0031850491708719313 0.0027605181472221737 0.022348620723356659 -0.0052745020607361682 -0.00080860497527278298 leaf_weight=316.67572364211082 198.71665981411934 1405.8720919936895 45.900975912809372 88.887657836079597 71.642059117555618 141.27202340960503 64.705216825008392 18.97707599401474 12.235836714506148 13.771043747663496 1009.8848822712898 1048.155158251524 399.56543558835983 241.80107048153877 274.66947704553604 242.44015975296497 480.26240690052509 99.512274742126465 11.241675376892088 389.31786346435547 265.04174187779427 56.401523560285568 23.325961887836456 832.22696369886398 10.258151918649672 603.10110354423523 42.641424834728241 15.600626140832899 814.33400011062622 293.92663118243217 leaf_count=866 538 3948 144 274 203 397 215 54 33 37 2747 2957 1140 660 787 820 1372 282 31 1190 724 155 63 2247 31 1647 115 42 2486 812 internal_value=-9.89265e-05 0.00166403 -0.0016912 0.000291045 0.00421493 0.00135293 0.000283518 0.00462407 -0.00405257 -0.000484635 -0.00135799 -0.00277304 0.00533824 0.000715698 -0.00308436 -0.00857641 -0.00331735 -0.00750538 0.00772875 0.00888828 -0.00302521 0.0011878 0.00245312 0.00151285 -0.000400828 0.00160215 -0.000944148 0.00800736 -0.00325561 -0.00409008 internal_weight=9532.36 4523.73 5008.64 2940.86 1582.87 2272.19 1712.38 559.815 1693.77 3314.87 2336.85 1326.97 540.837 1647.67 1395.17 298.599 668.662 188.4 528.603 456.961 1313.2 67.6432 1054.27 855.553 56.1591 978.019 374.918 58.2421 1382.93 1108.26 internal_count=27017 12769 14248 8342 4427 6414 4823 1591 5113 9135 6465 3718 1537 4608 4118 995 1928 556 1579 1376 3681 186 2848 2310 175 2670 1023 157 4085 3298 is_linear=0 shrinkage=0.03 Tree=145 num_leaves=31 num_cat=0 split_feature=4 3 8 6 11 4 2 10 5 8 2 8 8 4 8 11 2 9 10 10 5 8 11 5 2 7 4 9 5 10 split_gain=3.37186 2.86492 3.26291 3.255 4.49366 2.78704 2.84533 2.58718 4.8851 8.29685 4.69234 4.39997 3.8935 3.40863 2.56821 5.31203 4.42744 2.74408 5.61992 3.74347 2.65994 2.4257 3.67278 2.10015 1.99835 2.0655 2.26074 2.92297 1.97182 1.79703 threshold=2.3450000000000011 3.3000000000000003 5.7000000000000002 1.3 0.33333333333333326 2.8150000000000008 2.5000000000000004 1.5000000000000004 2.1550000000000011 4.9000000000000012 1.3 6.3000000000000016 3.9000000000000004 1.5750000000000008 3.9000000000000004 -1.4999999999999996 1.0000000180025095e-35 3.3000000000000003 0.33333333333333326 0.83333333333333337 1.1250000000000007 4.7000000000000002 0.33333333333333326 2.6250000000000004 3.7000000000000006 2.5000000000000004 2.3750000000000009 3.7000000000000006 1.3850000000000005 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 2 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 -3 24 -7 14 10 -10 12 -11 -9 -12 15 20 -17 18 -16 -19 -1 -5 -23 -4 25 26 -2 -28 -8 -30 right_child=5 2 23 21 -6 6 28 8 9 11 13 -13 -14 -15 17 16 -18 19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.010756993770119858 -0.013314046602060188 -0.0079366812309568813 -0.024688031644430175 -0.013854868625644851 0.018761487536797451 0.023636486302006141 -0.017026715079761581 -0.0028070224428660483 -0.0070503123441335025 0.047317000073255282 0.0044849113999767291 0.011721188904902983 0.016606789170820077 -0.0024639028809768935 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108 582 1262 23 5788 14599 606 2135 288 20 27 29 63 29 84 421 26 30 internal_value=0.000209243 0.000304895 -0.00555019 -0.00198244 0.00672321 -0.00400494 0.0054036 0.000364717 0.00297647 0.017091 0.0020212 0.0320552 0.0109585 0.000474015 0.00024237 0.00122293 0.00159902 -9.62676e-05 0.00197045 -0.000327224 -0.00589111 -0.00796081 0.00313861 -0.0166057 -0.00560054 -0.00457137 -0.00381786 -0.00212642 -0.000393514 0.00541047 internal_weight=7528.48 7361.4 74.4517 56.2872 22.9165 167.086 24.2274 7286.95 326.079 20.67 305.409 12.7604 45.0687 260.34 6960.87 1786.86 1697.13 5174.01 520.079 4653.93 89.7217 33.3707 11.5744 18.1646 142.858 131.772 126.674 107.522 18.3827 13.6275 internal_count=27017 26225 307 229 88 792 103 25918 1190 76 1114 46 151 963 24728 6126 5811 18602 1868 16734 315 141 47 78 689 626 597 505 83 56 is_linear=0 shrinkage=0.03 Tree=146 num_leaves=31 num_cat=0 split_feature=0 5 3 2 7 8 9 7 4 9 4 6 9 8 4 6 0 7 5 0 11 4 4 5 5 9 7 5 6 3 split_gain=27.8777 28.8961 11.6135 10.2823 9.52429 8.14197 9.13766 6.91315 6.63648 6.61033 6.36522 5.96846 5.7334 4.6166 4.57239 4.50984 5.33058 4.43326 4.39581 4.95528 4.35143 5.76701 4.36427 3.58215 3.50332 3.43463 3.3551 3.2793 3.21613 3.19761 threshold=725.00000000000011 1.5650000000000006 1.1000000000000003 1.5000000000000002 0.50000000000000011 4.9000000000000012 4.3000000000000016 0.90000000000000013 1.6900000000000006 5.3000000000000016 1.2150000000000005 0.70000000000000007 6.7000000000000002 4.1000000000000005 2.055000000000001 1.9000000000000001 525.00000000000011 1.9000000000000001 1.4650000000000007 200.00000000000003 -1.1666666666666663 1.2250000000000005 0.77500000000000036 0.74500000000000033 1.7350000000000003 4.1000000000000005 2.7000000000000006 0.81000000000000016 1.7000000000000004 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 9 10 11 -7 18 15 20 12 -6 -4 23 26 17 -17 -3 19 -5 21 -1 -22 -9 -10 -20 -11 -15 -26 -2 right_child=29 2 4 7 5 6 -8 13 24 14 -12 -13 -14 27 -16 16 -18 -19 25 -21 22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=0.0090870728416541091 -0.0090322545147330912 -0.00073098531513352005 0.0099430228051379538 0.0061464456075654731 -0.0022230273921218396 -0.0060177162526648398 0.0017293507022768419 -0.019577758694219086 -0.0152401915935804 0.0023017372051102047 0.0054443774348771476 0.0046954179410266215 0.026934735039005835 -0.017015006353174007 -0.018991618258872543 0.0016670765008325972 0.019558782830961352 -0.012407961345225958 -0.0062225912386858631 -0.0041052848794387604 0.0061494727848531534 -0.0014489712020601519 -0.0017959359579521406 -0.00071898268954546354 0.00063405039914608483 0.01266671329006345 -0.012696298390271362 -0.0054485156284996067 -0.020448098131799448 0.004095957392753034 leaf_weight=83.275916695594788 331.66961300373077 238.28254890441895 57.623362421989441 60.286250308156013 123.10090495646 157.57602332532406 1050.7006593048573 9.3702774196863157 45.62883460521698 866.46681496500969 213.38371327519417 1270.1713886111975 25.907809287309647 22.734074026346207 9.3762772679328901 65.685445547103882 19.4172602891922 33.358645677566528 10.971871256828306 143.30007354915142 64.098383456468582 106.61770971119404 2121.8981625437737 278.07104842364788 34.903901726007462 41.17687976360321 13.635180816054342 744.89850388467312 8.0063368380069715 17.582919955253601 leaf_count=253 1570 702 157 212 367 498 3145 36 172 2709 597 3605 71 99 38 189 55 107 37 536 198 352 7010 978 121 134 45 2938 27 59 internal_value=-7.64624e-05 0.000289324 0.00240922 -0.00125966 0.0031022 0.00252123 0.000719026 -0.00350412 -0.00210156 -0.000358668 0.00819262 0.00408415 0.0152131 -0.00457673 0.00184737 -0.000276986 0.0057493 -0.00216497 0.000921113 -0.00106953 -0.00118456 0.0031715 -0.00156296 -0.00133376 -0.00945318 0.00869249 0.00206938 -0.00579107 -0.00329953 -0.00837132 internal_weight=8269.18 7919.92 3343.75 4576.18 2898.46 2601.55 1208.28 1310.81 445.283 3265.37 296.915 1393.27 83.5312 1055.07 889.478 356.744 85.1027 271.641 255.735 203.586 2375.89 189.894 2186 287.441 88.5391 52.1488 880.102 767.633 42.9102 349.253 internal_count=27017 25388 9813 15575 8440 7615 3643 4970 1373 10605 825 3972 228 4051 2792 1053 244 809 919 748 7813 605 7208 1014 320 171 2754 3037 148 1629 is_linear=0 shrinkage=0.03 Tree=147 num_leaves=31 num_cat=0 split_feature=0 7 3 8 4 6 4 3 6 5 12 9 8 9 5 5 9 7 5 8 0 3 6 5 4 10 5 7 9 11 split_gain=28.3156 23.7901 19.4211 14.2805 11.0209 10.0951 8.64956 7.74127 7.70651 7.48256 6.9236 6.82525 5.99379 5.89226 5.8621 5.70342 5.53898 5.22587 5.04989 4.69559 10.5729 4.62923 4.59315 5.94282 4.74152 4.32151 4.17507 4.07049 4.04934 3.45797 threshold=725.00000000000011 1.5000000000000002 1.7000000000000004 5.3000000000000016 1.5750000000000008 0.70000000000000007 1.3750000000000007 2.7000000000000006 0.70000000000000007 1.0750000000000008 2.7000000000000006 7.7000000000000002 7.5000000000000009 6.3000000000000016 0.67500000000000016 1.5450000000000002 7.9000000000000012 2.7000000000000006 0.8500000000000002 6.1000000000000005 350.00000000000006 0.3000000000000001 2.1000000000000005 1.3250000000000008 1.6000000000000008 -0.83333333333333315 1.2850000000000008 2.1000000000000005 2.3000000000000003 1.1666666666666672 decision_type=2 2 2 2 2 2 2 2 2 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 8 6 -5 12 18 -7 14 -12 16 -14 -1 22 -4 21 -3 27 -21 -10 24 -24 -6 -9 28 -17 -2 -20 right_child=26 4 7 5 15 9 -8 25 17 -11 11 -13 13 -15 -16 19 -18 -19 29 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.018491749502939726 -0.010089403644973472 0.029690164203592936 -0.0034508446704387594 -0.0054548578781983869 0.01470839652478108 0.0066473443673276678 0.010796009432272557 -0.00046316033706616421 0.0086170233986391474 -0.00015554957299579504 0.001330282336239452 -0.016222319154060506 0.012385380522080706 -0.0063586307361803082 -0.0029614820259185946 -0.0036475298510255821 -0.011216944232474444 0.0054218689327126899 0.0064982588416231824 0.017093273753857205 -0.00099383753035591068 -0.00083818124514308304 0.0052264030061997162 -0.013866720454656589 0.0055078652196667048 -0.010760634516947091 0.004882046616379347 0.0052774920024799589 0.011830441434650394 -0.0063523392951510245 leaf_weight=11.533734053373335 7.9974071681499472 7.7883833944797507 1212.0184634327888 35.637805759906769 55.076203107833862 169.34568786621094 170.51315519213676 43.761979922652245 47.75314062833786 1034.0219083428383 624.2576804459095 20.595621794462204 40.429937481880188 24.085863918066025 1877.6847204566002 185.67670813202858 88.703650757670403 138.2726725935936 165.49000319838524 46.195786625146866 78.539035856723785 1934.0988912582397 37.253402173519135 24.204224288463593 595.28059366345406 226.61777129769325 390.82637029886246 61.133036762475967 147.06230741739273 21.267884850502014 leaf_count=31 24 21 3654 97 148 462 479 150 128 2853 1727 61 113 70 5269 511 297 373 447 126 216 5305 101 65 1665 795 1130 166 475 58 internal_value=-9.92246e-05 -0.000502614 -0.00170786 -0.00056796 0.00147627 0.00185263 0.00798668 -0.00445624 0.000307428 0.000801798 -0.00191436 0.000769679 -0.00353776 0.00538763 -0.00283051 0.00397359 -0.00398046 -0.00021694 0.00602188 0.000960719 0.00570476 -0.000610356 0.00554622 -0.00229316 0.00628702 -0.00909395 0.00653462 -0.00143686 0.0106999 0.00503484 internal_weight=9523.12 8977.24 5579.21 3943.59 3398.03 1409.52 206.151 1635.62 2314.67 1203.37 2534.07 644.853 1365.24 64.5158 1889.22 1083.36 1300.72 2120.12 194.546 371.545 124.735 1981.85 711.814 61.4576 650.357 270.38 545.886 246.81 155.06 186.758 internal_count=27017 25388 16058 10979 9330 3891 576 5079 6332 3315 7088 1788 4134 183 5300 2998 3951 5806 526 1019 342 5433 1979 166 1813 945 1629 677 499 505 is_linear=0 shrinkage=0.03 Tree=148 num_leaves=31 num_cat=0 split_feature=8 10 2 8 5 12 12 4 5 9 9 12 3 5 6 12 7 10 11 11 8 4 4 4 4 9 11 8 10 3 split_gain=3.20346 2.94251 4.02869 4.17036 3.58299 4.54768 3.61627 3.4493 4.17742 3.2151 3.3767 4.00705 3.06107 4.3766 2.94792 2.58727 3.10954 2.49273 5.20646 2.43059 3.12894 2.76324 2.29673 2.83625 5.62072 4.00272 3.59865 3.87403 3.361 3.07884 threshold=6.3000000000000016 1.5000000000000004 1.3 3.9000000000000004 2.2750000000000008 3.5000000000000004 5.700000000000002 1.195000000000001 1.4250000000000007 6.9000000000000012 6.5000000000000009 2.3000000000000007 1.3 1.9100000000000006 1.3 3.9000000000000008 1.1000000000000003 1.0000000180025095e-35 -0.33333333333333309 -1.4999999999999996 3.9000000000000004 1.0950000000000009 0.97000000000000031 1.3350000000000006 1.2350000000000005 5.1000000000000005 0.33333333333333326 6.5000000000000009 -0.49999999999999994 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 6 17 19 -5 -9 10 11 -4 -11 -14 -12 -7 -17 -6 -19 21 -21 -1 -2 24 26 29 27 -24 -28 -26 right_child=22 2 9 7 5 15 -8 8 -10 12 14 -13 13 -15 -16 16 -18 18 -20 20 -22 -23 23 -25 25 -27 28 -29 -30 -31 leaf_value=-0.0087189226039221454 -0.016257315306844634 -0.0019600354263972185 0.016824489258838969 0.03842274451841849 -0.013205248092409748 0.0061915662394601556 -0.018542394871234203 -2.5569824072245481e-06 0.024515735957498629 0.024053737846521889 -0.026337061412034388 0.00038477575861174765 -0.014467756868620125 0.014468308504034442 0.0012664264263725438 0.0008215646944269195 -0.010327203563475027 -0.017290105408353414 0.0094683252083655293 0.0017295342054234361 0.00017655623146107898 -0.00084986061645238016 0.017825891620531321 -0.0017146636409629767 0.011333193118274817 0.00072403268131790216 -0.023736371722020901 -0.0025307157368125231 -0.0032829247970610027 0.032865031794202804 leaf_weight=49.034848481416702 9.1180179715156537 13.901021569967268 14.402269676327704 5.9152870476245907 50.550861954689026 40.257827863097191 8.9880889356136304 11.832081258296968 13.26661606132984 10.544071033596994 7.5746156871318799 181.55844229459763 7.3056299537420299 13.212114855647085 6.4445168972015381 69.740488931536674 33.250672802329063 11.368270769715311 15.422469511628149 1657.0901027321815 3953.170081615448 221.94875040650368 11.385468825697897 979.15004822611809 30.630677357316017 28.890940740704536 11.177617892622949 32.236678496003151 20.476955816149712 7.4257096797227851 leaf_count=170 34 46 51 20 212 155 38 39 45 37 28 668 26 49 23 284 131 47 61 5644 13955 781 40 3964 108 107 41 115 73 25 internal_value=0.000210594 0.000470768 0.00344517 0.0116942 0.000331581 -0.00342218 0.00047216 0.0178143 0.0129573 0.00190807 0.000575477 0.00159302 0.0109165 0.00416522 -0.0136479 -0.000257113 -0.00277781 -0.0092844 -0.00188624 0.00050122 0.000635256 -0.00227378 -0.00126158 -0.00113965 0.00281908 0.00914312 -0.0028052 0.0027824 -0.0105053 0.0155346 internal_weight=7527.27 6396.78 285.957 44.915 6110.82 220.591 5890.23 31.014 25.0987 241.042 209.98 195.961 31.0618 20.5177 14.0191 143.249 102.991 77.3416 26.7907 5881.24 5610.26 270.984 1130.49 1121.37 142.224 66.9473 75.2767 43.6221 31.6546 38.0564 internal_count=27017 22510 1032 150 21478 890 20588 104 84 882 770 719 112 75 51 570 415 320 108 20550 19599 951 4507 4473 509 240 269 155 114 133 is_linear=0 shrinkage=0.03 Tree=149 num_leaves=31 num_cat=0 split_feature=0 5 4 3 7 6 7 9 0 5 2 3 9 9 13 3 13 6 10 9 9 10 4 4 4 10 2 12 8 10 split_gain=26.6526 27.6133 15.3556 11.3026 10.5571 12.2411 8.06096 7.67431 5.77772 5.53273 5.36022 6.01707 5.25306 4.90842 4.85587 4.76629 5.30823 4.90548 3.77078 3.1976 3.60014 3.08148 4.93823 2.70215 4.89469 4.59665 2.76813 2.6915 2.872 2.64947 threshold=725.00000000000011 1.9250000000000003 1.8850000000000005 0.90000000000000013 0.90000000000000013 1.3 1.7000000000000004 5.7000000000000002 200.00000000000003 0.76500000000000024 1.1000000000000003 3.7000000000000006 3.9000000000000004 4.3000000000000016 4.1000000000000005 1.1000000000000003 1.5000000000000002 0.90000000000000013 -0.33333333333333331 6.3000000000000016 5.9000000000000012 1.1666666666666672 2.0350000000000006 2.0650000000000008 2.1950000000000007 1.8333333333333339 2.5000000000000004 1.7000000000000004 4.3000000000000016 0.33333333333333326 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 9 7 -6 8 -5 19 -1 12 -12 -10 27 -8 17 -17 -15 -11 20 -3 22 29 25 -25 -23 -26 -4 -29 -2 right_child=21 6 13 4 5 -7 14 -9 10 18 11 -13 -14 15 -16 16 -18 -19 -20 -21 -22 23 -24 24 26 -27 -28 28 -30 -31 leaf_value=-0.010751531100302709 -0.0046954972578717872 0.00014393557141044707 0.0094282557803638273 0.0016606108327593128 -0.002196466552012367 0.0014670633984683909 -0.0053983429514611941 0.0071993934513120399 -0.012287787412217449 -0.0036161338746379351 0.0035178348557970019 0.017431024891198181 0.0092477766259193694 -0.016266869172022552 0.0097505711679489772 0.012973241265498805 -0.002189970548620719 -0.0039480985183890267 -0.00061793811290615085 -0.0055272233006376983 0.017498758439499145 -0.016690156849237085 -0.014750510180759168 0.030967725443944615 0.01522611186281729 0.010161284435685019 -0.0092788685929403193 0.0015294265195725852 -0.011049847405204405 -0.013059875597841502 leaf_weight=65.03863362967968 150.55397778749466 48.740222588181496 6.7963114976882926 739.60173676908016 1422.757883310318 1940.2795867323875 107.6136668920517 323.66674527525902 10.47595629096031 630.99726016819477 590.89590360224247 29.365527838468552 378.69320042431355 42.362868562340736 23.138051122426987 22.763335809111595 238.27427051961422 92.877474382519722 939.8568167835474 65.008008152246475 13.804685994982718 17.839166983962063 101.53528001904488 5.4148258864879635 6.1263018697500256 8.4584330469369871 12.852846980094908 18.13807338476181 164.30960072577 44.056341752409935 leaf_count=240 638 137 26 2242 4699 6025 328 929 29 2099 1662 82 1030 207 66 87 908 384 3153 182 39 79 550 27 32 38 73 79 755 192 internal_value=-7.74927e-05 0.000279177 -0.000494608 -4.6508e-05 0.000740994 -8.28201e-05 0.00433673 0.00334666 0.00514797 -0.00217729 0.00590817 0.00417654 0.00866807 -0.00513401 -0.00271756 -0.00323586 -0.000867689 -0.00780685 -0.00182229 -0.000868137 0.00397443 -0.00821734 -0.00938725 -0.00138258 0.005809 -0.00805358 -0.00136888 -0.00910876 -0.00979928 -0.00658904 internal_weight=8262.29 7915.46 6647.72 6062.2 4426.31 3363.04 1267.74 1063.27 1136.98 1635.89 1009.43 620.261 389.169 585.522 130.752 396.278 261.038 135.24 1570.85 127.553 62.5449 346.837 296.146 50.6916 24.394 26.2976 18.9791 189.244 182.448 194.61 internal_count=27017 25388 21833 19387 13895 10724 3555 3171 3161 5492 2803 1744 1059 2446 394 1586 995 591 5252 358 176 1629 1380 249 132 117 105 860 834 830 is_linear=0 shrinkage=0.03 Tree=150 num_leaves=31 num_cat=0 split_feature=2 6 7 7 3 8 9 6 5 8 0 9 10 3 6 8 9 6 5 4 13 2 10 7 7 4 10 8 13 12 split_gain=27.0596 16.5511 14.7684 12.6238 10.1733 10.0166 9.73596 7.32886 7.11346 6.73948 6.6022 6.39978 6.20919 6.15295 11.8679 6.19498 5.74645 5.62683 6.25457 5.35491 5.21564 5.12513 6.04627 5.88569 4.86191 4.83527 4.76193 4.35512 5.13956 4.33573 threshold=1.3 1.5000000000000002 0.70000000000000007 1.7000000000000004 1.9000000000000001 4.7000000000000002 4.3000000000000016 0.70000000000000007 1.4450000000000007 3.7000000000000006 875.00000000000011 2.7000000000000006 -1.1666666666666663 1.1000000000000003 1.7000000000000004 6.5000000000000009 6.3000000000000016 2.3000000000000003 1.8300000000000005 2.3550000000000009 4.9000000000000012 0.90000000000000013 -0.33333333333333331 1.3 0.3000000000000001 1.6600000000000006 -1.0000000180025095e-35 6.3000000000000016 2.7000000000000006 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 12 6 10 8 27 -8 21 11 24 -5 25 14 15 -14 -6 18 20 -9 -7 23 -23 -4 -3 -1 -11 28 -2 -29 right_child=1 4 5 9 16 17 7 19 -10 26 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.0082622381217524899 0.0025233095421506929 -0.015744174808863715 -0.0065313705204362487 0.025416838877295834 -0.0030568569340160647 0.001492256209849377 0.0040434470062047645 -0.0011481960446086703 -0.004254371347822806 0.010276633008143809 0.014967043213297081 -0.0029770447937046618 0.001031946592063791 -0.0088008274772437174 -0.014562056080674008 0.024040273498658619 -0.011857287008492524 -0.0048692732490386529 -0.003322728845612047 0.0073697844118640653 0.023623960867364145 0.0050834443798078279 -0.0011065762657874601 -0.00057395075167075693 0.0001505124720526792 -0.017454303548261073 0.0051290075137295889 0.019225425319179115 0.012545194098170913 0.006652605739620134 leaf_weight=41.798119366168976 454.97130507230759 17.590393245220184 236.34227758646011 7.7106442153453818 207.0086664557457 1659.9806173741817 393.97402085363865 1157.1309674233198 1015.329207867384 278.64480909705162 26.809431940317154 97.262459129095078 100.40263071656227 408.78372742235661 46.632809489965439 11.766302257776259 98.577985420823097 162.78749541938305 267.29765141010284 70.468568980693817 9.6390714347362501 217.76250416040421 408.30342814326286 405.04323241114616 1126.3509664833546 7.8096430301666251 385.49851274490356 31.91974538564682 51.241138875484467 108.91732168197632 leaf_count=127 1264 50 668 21 615 4535 1123 3276 3028 793 82 263 279 1311 133 32 328 461 807 206 26 595 1118 1105 3099 23 1093 91 140 325 internal_value=-9.93826e-05 0.00158442 -0.00161965 0.00285082 -0.00102133 -0.00100777 0.00172477 0.000483319 -0.00238329 0.00617225 0.000250986 -0.000891414 -0.00596441 -0.006854 -0.00184251 0.00344548 -0.00589575 0.000487695 0.000937919 -0.000659234 0.00162003 -0.000884412 0.00104648 -0.00276918 -9.39002e-05 0.00421374 0.00728872 0.00483598 0.00353777 0.00950215 internal_weight=9513.76 4514.08 4999.68 3037.74 1476.34 4382.49 2268.62 1621.57 2282.78 769.116 1170.75 104.973 617.193 567.585 158.802 112.169 305.587 2099.7 1936.92 1227.6 1669.62 1267.45 626.066 641.386 1143.94 49.6078 664.143 647.05 506.212 140.837 internal_count=27017 12769 14248 8595 4174 12343 6425 4605 6514 2170 3231 284 1905 1755 444 311 943 5829 5368 3482 4561 3486 1713 1773 3149 150 1886 1820 1404 416 is_linear=0 shrinkage=0.03 Tree=151 num_leaves=31 num_cat=0 split_feature=4 4 2 3 8 13 5 11 11 4 8 7 10 2 8 10 12 10 7 5 4 5 2 7 4 9 5 11 9 12 split_gain=3.07894 2.70512 2.6937 2.68058 3.20546 3.17372 4.76934 2.89398 2.47132 7.77622 3.27235 5.58523 3.14344 2.92673 2.20948 3.52343 3.09843 2.37217 3.38154 3.32656 2.1427 2.08524 1.96079 2.03473 2.21125 2.8351 1.90466 1.78934 1.54153 1.43312 threshold=2.3450000000000011 2.8150000000000008 2.5000000000000004 3.3000000000000003 5.7000000000000002 2.9000000000000008 2.1050000000000009 -0.99999999999999978 1.8333333333333337 2.015000000000001 3.7000000000000006 1.9000000000000001 0.33333333333333326 2.1000000000000005 7.9000000000000012 -0.83333333333333315 3.7000000000000006 -0.66666666666666663 2.9000000000000004 2.3850000000000011 2.0450000000000008 2.6250000000000004 3.7000000000000006 2.5000000000000004 2.3750000000000009 3.7000000000000006 1.3850000000000005 0.33333333333333326 6.3000000000000016 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 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 22 -3 8 5 6 -5 -8 14 10 11 -10 -11 -12 17 20 -17 19 -19 -1 -16 -6 23 24 28 -26 -4 -28 -2 -7 right_child=1 2 26 4 21 29 7 -9 9 12 13 -13 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.00035808676186953315 -0.017810820320500156 0.023091926150998903 -0.016800916549221365 -0.020728289263281897 -0.024566516085608992 -0.021444713832805131 -0.0094647640333400916 0.011306560979536926 0.01390146646547159 0.03671021186689441 -0.0016471053232665429 -0.017251656547579174 0.0082460457814292048 0.012615096645879037 0.00016173570743797944 -0.0035443243283528711 -0.016224248887541093 0.000786687434362243 -0.0063703068601189475 -0.0095548709002077157 0.016579868273543571 -0.0035834902205926257 -0.017649712016493794 -0.023197869425981076 0.0088914193238936144 -0.0041727524374676681 0.01867828862127275 -0.0034954736521673828 0.0024840412920030534 -0.001539856588731987 leaf_weight=1976.0207928717136 14.528418585658075 5.88933898508549 4.6566676348447826 6.7908268868923178 10.972025215625765 8.9258468598127347 7.7410320043563798 27.42139653861523 35.681392684578896 8.4232117831706983 126.3332677334547 6.0589088797569266 5.9642812162637702 14.428422853350638 24.67929407954216 88.115614607930183 21.594552502036095 4872.5936657190323 60.14844585955143 36.042601749300957 10.07456001639366 6.9703491032123557 10.878447398543356 4.9819974601268759 17.969785213470459 88.970273226499557 5.4795919954776755 8.1422612816095334 4.3850636780261985 5.1243768483400336 leaf_count=7011 73 20 27 28 49 39 33 107 123 29 441 21 21 51 103 367 99 17238 223 148 43 29 63 29 84 421 23 33 19 22 internal_value=0.000212222 -0.00382965 0.00544724 0.000303318 -0.00537979 -0.00184436 0.00228856 0.00673374 0.000360995 0.00367632 0.00200233 0.00937936 0.0249105 -0.000185194 0.000268918 -0.0034032 -0.00604015 0.000345305 0.000699417 -0.000522831 0.00492108 -0.0164149 -0.00541173 -0.00439419 -0.00364983 -0.0019775 -0.000237872 0.00542425 -0.0131055 -0.014185 internal_weight=7525.99 165.882 24.1679 7360.1 73.9459 56.0035 41.9533 35.1624 7286.16 196.889 182.502 41.7403 14.3875 140.762 7089.27 144.464 109.71 6944.81 4932.74 2012.06 34.7539 17.9424 141.714 130.836 125.854 106.94 18.2785 13.6219 18.9135 14.0502 internal_count=27017 792 103 26225 307 229 168 140 25918 686 636 144 50 492 25232 612 466 24620 17461 7159 146 78 689 626 597 505 83 56 92 61 is_linear=0 shrinkage=0.03 Tree=152 num_leaves=31 num_cat=0 split_feature=0 5 6 3 8 9 8 7 9 2 9 0 11 4 0 10 9 2 4 4 2 10 9 13 0 7 9 9 3 8 split_gain=25.1832 25.976 14.7115 10.1222 9.74472 8.56287 8.11663 7.62776 6.5368 6.20425 6.15505 5.51898 5.27473 5.2621 5.62099 5.07831 5.54454 5.30836 4.78299 4.38175 4.35748 4.3404 4.3267 3.27799 3.16445 5.92405 3.08081 3.44972 3.05858 5.52054 threshold=725.00000000000011 1.9250000000000003 0.90000000000000013 0.90000000000000013 4.1000000000000005 7.5000000000000009 3.5000000000000004 1.7000000000000004 2.9000000000000004 2.1000000000000005 4.9000000000000012 200.00000000000003 -0.83333333333333315 1.9900000000000007 350.00000000000006 -0.33333333333333331 4.9000000000000012 0.50000000000000011 1.2550000000000006 1.195000000000001 0.90000000000000013 1.0000000180025095e-35 8.3000000000000025 3.9000000000000008 350.00000000000006 2.1000000000000005 6.3000000000000016 5.9000000000000012 2.7000000000000006 5.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 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 15 10 -6 12 11 -8 -10 -5 26 20 14 -13 17 -17 -4 19 23 -1 -14 -15 -9 -20 -26 27 -3 -2 -30 right_child=28 7 3 4 5 -7 8 18 9 -11 -12 13 21 22 -16 16 -18 -19 24 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.029889672934182623 -0.0086819149246196974 0.00010729052319490421 0.0042075270894872006 0.0011696534065479438 -0.00038069893397449188 0.0086722430437829474 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11.892880380153654 33.998351156711578 20.525413542985916 64.959461957216263 13.843597277998922 6.4157558232545879 11.136522844433783 leaf_count=30 1570 137 191 2106 8216 288 219 71 3068 689 1781 533 313 260 1959 1776 1178 1718 98 23 63 197 51 33 105 64 182 39 20 39 internal_value=-7.89425e-05 0.000266545 -0.000484337 0.000204676 0.000994575 -4.6232e-05 -0.00337681 0.00420206 -0.0043589 -0.00382032 0.00314217 0.00499077 0.00244285 0.00573373 0.00643633 -0.00194482 -0.000506184 -0.00414819 -0.00266466 0.00527334 0.014073 0.000230997 -0.000943829 0.000833127 -0.00681716 -0.00245623 -0.000889254 0.0038608 -0.00802585 0.0041736 internal_weight=8255.12 7911.19 6643.61 5365.5 3923.64 2642.82 1278.11 1267.58 1093.57 1037.62 1280.81 1136.98 184.544 1009.44 913.338 1441.86 872.31 569.554 130.593 44.8525 29.4887 155.055 96.0989 36.6371 85.7408 54.5238 127.547 62.5871 343.934 17.5523 internal_count=27017 25388 21833 17254 12391 8504 4579 3555 3976 3757 3887 3161 603 2803 2492 4863 2954 1909 394 127 93 510 311 104 267 169 358 176 1629 59 is_linear=0 shrinkage=0.03 Tree=153 num_leaves=31 num_cat=0 split_feature=2 8 3 7 8 0 4 7 6 13 5 10 3 6 8 6 5 9 10 12 7 6 3 2 10 7 4 13 9 0 split_gain=25.7269 15.7527 14.7632 14.1555 9.49758 7.99912 8.12922 8.11154 7.6635 7.52374 6.74335 5.97069 5.89732 11.4204 5.93934 5.39406 5.90195 5.30585 5.20981 6.53521 5.072 5.04589 6.84781 4.91523 5.76601 5.66565 4.65143 4.25326 4.21153 4.13159 threshold=1.3 6.9000000000000012 1.9000000000000001 0.70000000000000007 4.7000000000000002 725.00000000000011 2.1550000000000011 2.9000000000000004 1.5000000000000002 1.1000000000000003 1.4450000000000007 -1.1666666666666663 1.1000000000000003 1.7000000000000004 6.5000000000000009 2.3000000000000003 1.8300000000000005 6.3000000000000016 -1.4999999999999996 3.7000000000000006 2.3000000000000003 0.90000000000000013 1.1000000000000003 0.90000000000000013 -0.33333333333333331 1.3 1.6600000000000006 3.3000000000000007 2.9000000000000004 200.00000000000003 decision_type=2 2 2 2 2 2 2 2 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 11 10 6 7 -2 27 -3 23 26 13 14 -13 16 20 -10 19 -7 -6 22 29 25 -25 -5 -1 28 -4 -11 right_child=1 9 8 4 15 18 -8 -9 17 21 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0080882531405754333 0.00074393714816815197 -0.013922924934839053 0.016126347455060076 -0.0064070175942681062 0.0010730619662855396 0.0064884693383772127 0.0079304105662158925 0.014220617072136938 -0.0040590462312139969 -0.0021611665046974101 -0.0041482057913462857 0.0010048276829523947 -0.0086300295841259672 -0.014318627855850955 0.023528692594956997 -0.0047757532748707926 -0.0032300526516634083 -0.013042260827460019 0.0084277208587537674 -0.022178303897273623 0.0070216636938863885 0.0046586691219760558 0.0065078615404279283 0.0049657097444646648 -0.0010781108281203043 -0.0005589449358620012 -0.017163286717200212 0.014517251055732519 -0.001623133433493821 0.020794122246432414 leaf_weight=41.884159311652184 2728.9465659558773 16.241275250911713 12.357425361871718 235.96807271242142 1528.9112020432949 18.009188503026966 158.39503410458565 40.796622812747955 185.69896899163723 7.9630851149559012 1013.4611627310514 100.41961848735809 407.14827859401703 46.464918494224548 11.771588593721388 162.61052875220776 266.82632666826248 86.849797874689102 224.81642708182335 11.877632975578306 140.88786825537682 356.16344609856606 127.98527316749096 217.90674316883087 408.19836437702179 404.9864838719368 7.7856703996658316 16.122271835803986 455.81032662093639 61.987172454595566 leaf_count=127 7469 47 34 668 4181 54 464 111 556 22 3028 279 1311 133 32 461 807 296 681 36 380 1024 379 595 1118 1105 23 44 1345 207 internal_value=-9.94687e-05 0.00154309 0.000868493 -0.00158248 -0.000983811 0.00176401 0.00132045 0.00094244 -0.00289756 0.00620295 -0.00232415 -0.00584265 -0.00671812 -0.00181171 0.00336813 0.000472283 0.000912939 -0.00692162 0.00686335 -0.00490429 0.00157497 0.00679286 0.0106331 -0.000865183 0.00102535 -0.00271192 0.00413011 -0.000632905 -0.00115463 0.0181809 internal_weight=9505.25 4510.02 3939.68 4995.23 4379.76 3182.84 2928.14 2769.74 756.839 570.34 2280.52 615.474 565.804 158.656 112.191 2099.24 1936.63 272.549 254.703 29.8868 1669.8 554.099 197.936 1267.06 626.105 640.955 49.6698 484.29 468.168 69.9503 internal_count=27017 12769 11090 14248 12343 8815 8044 7580 2275 1679 6514 1905 1755 444 311 5829 5368 852 771 90 4561 1632 608 3486 1713 1773 150 1423 1379 229 is_linear=0 shrinkage=0.03 Tree=154 num_leaves=31 num_cat=0 split_feature=0 11 11 9 10 0 4 9 10 10 8 7 12 5 6 8 4 8 4 3 10 2 8 4 5 7 11 3 12 3 split_gain=2.92691 3.34952 5.59505 6.6264 7.9042 3.18567 4.46762 5.91515 3.12057 5.6287 2.96102 3.55716 3.54523 6.65933 3.57596 2.78856 3.07995 4.23953 5.5879 3.52306 5.084 4.29501 3.67813 2.96144 4.10779 6.07449 8.17511 5.04304 3.89928 4.55332 threshold=575.00000000000011 0.83333333333333337 1.1666666666666672 3.7000000000000006 -0.33333333333333331 925.00000000000011 1.4750000000000008 5.5000000000000009 1.5000000000000004 0.83333333333333337 3.9000000000000004 2.1000000000000005 1.5000000000000002 1.0350000000000008 0.50000000000000011 2.5000000000000004 1.0650000000000006 1.7000000000000004 1.3250000000000008 0.70000000000000007 0.33333333333333326 0.70000000000000007 1.9000000000000001 1.3950000000000007 1.3150000000000006 1.5000000000000002 -1.0000000180025095e-35 0.50000000000000011 1.1000000000000003 0.50000000000000011 decision_type=2 2 2 2 2 2 2 2 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 10 3 4 -3 6 -4 -8 9 -5 11 12 13 -2 -14 16 19 -18 -19 -1 21 -21 -22 -17 25 27 -27 -25 -26 -30 right_child=1 2 5 8 -6 -7 7 -9 -10 -11 -12 -13 14 -15 -16 23 17 18 -20 20 22 -23 -24 24 28 26 -28 -29 29 -31 leaf_value=-0.012926523615510855 -0.012048381103515221 0.0031808421777743193 -0.0063059862334212714 0.0060823516681865726 0.046654219428833278 -0.015886393508389513 -0.0023934244983947455 0.014630992760423877 0.026957990172243682 -0.016128849019151383 -0.0025433455477679103 -0.010612412110335041 0.022921876312744029 0.026022471927873624 0.00039831274167573781 0.001263737696988344 0.017033401954457933 -0.01433832451861175 0.0020502550427904239 -0.013916090403293085 0.029308063850361946 0.0036626340256166825 0.0057499410037910228 0.0090366655962794973 0.023878095413883849 0.00022885839388620487 -0.0081651207438704614 -0.00055543485643848095 -0.010193999572983184 0.00079603630671095109 leaf_weight=14.780489414930342 5.8442160785198238 7.2376372218132019 61.866156592965126 70.628249898552895 7.842790871858595 12.941459000110624 45.033709332346916 31.020606353878975 5.1338229477405539 12.015379175543783 875.25108237564564 19.165420070290565 6.645214542746543 14.139935746788977 139.93978875875473 3007.9301062822342 6.103628695011138 56.016789391636848 28.125899866223335 18.60141509771347 9.0740009844303149 38.195113807916641 17.407000705599785 55.062056228518486 6.503362610936164 190.03879773616791 231.78925310075283 473.82945941388607 34.508055239915848 2022.2288026660681 leaf_count=51 20 29 223 270 31 56 181 120 21 46 3530 71 24 44 491 10263 21 201 100 66 32 134 61 205 23 719 891 1736 124 7233 internal_value=0.000213143 -0.00107278 0.00202376 0.00741907 0.0257898 -0.00165478 -0.000319384 0.0045504 0.00426293 0.00285311 -0.00181327 0.00162712 0.0030354 0.0148889 0.00141939 0.000485374 -0.00310959 -0.00710894 -0.00886021 0.000571152 0.00296678 -0.00209457 0.0138224 0.000597788 -6.68287e-05 -0.0016984 -0.00438353 0.000443183 0.000684981 0.000611645 internal_weight=7524.9 1314.71 253.72 102.858 15.0804 150.862 137.92 76.0543 87.7775 82.6436 1060.99 185.735 166.569 19.9842 146.585 6210.19 188.304 90.2463 84.1427 98.058 83.2775 56.7965 26.481 6021.89 3013.96 950.72 421.828 528.892 2063.24 2056.74 internal_count=27017 5157 977 397 60 580 524 301 337 316 4180 650 579 64 515 21860 666 322 301 344 293 200 93 21194 10931 3551 1610 1941 7380 7357 is_linear=0 shrinkage=0.03 Tree=155 num_leaves=31 num_cat=0 split_feature=3 4 9 2 2 8 6 9 6 0 7 3 7 5 4 11 8 6 8 12 4 13 3 5 10 7 9 6 11 6 split_gain=24.1817 20.7036 13.3038 10.2529 9.87469 8.42945 8.33967 7.48592 7.24516 6.95636 6.43351 6.20134 6.09868 5.76235 5.75848 5.68887 5.13121 5.12628 5.07302 4.91334 4.83112 4.54321 4.51953 4.50961 4.23265 5.30337 3.70414 3.56267 3.52822 3.48794 threshold=1.7000000000000004 2.0250000000000008 5.3000000000000016 0.90000000000000013 0.50000000000000011 7.5000000000000009 1.1000000000000003 6.3000000000000016 0.70000000000000007 875.00000000000011 1.9000000000000001 3.9000000000000004 0.90000000000000013 0.98000000000000043 1.6900000000000006 1.0000000180025095e-35 7.1000000000000005 1.1000000000000003 4.5000000000000009 0.90000000000000013 1.4350000000000007 0.90000000000000013 0.90000000000000013 2.3550000000000009 -1.1666666666666663 2.1000000000000005 3.1000000000000005 0.70000000000000007 -1.8333333333333328 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 13 15 6 23 9 -3 12 11 20 -5 19 -12 -4 -11 -9 22 -1 -6 -15 -10 -2 -8 -26 -20 -7 -23 -21 right_child=2 8 4 7 10 27 24 17 18 16 14 -13 -14 21 -16 -17 -18 -19 26 29 -22 28 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0097283567041069503 -0.0040977954770219979 -0.015801610703676597 0.0058737546007485162 0.00070547945815405957 0.0060610925427441306 0.0059331510032793276 -0.0044907973552880528 -0.0022849230645990773 0.030773955381178678 -0.016720737921284218 0.00078392254549272287 0.021013694925299285 -0.0026091094509299705 0.024798912261311389 -0.015855257052796223 0.021547772325631268 0.0060420269421508728 0.0035856630721708502 -0.020231725134213667 -0.0078887086786869724 0.0022038168813070733 0.012486699507360763 -0.00057941113824654675 0.017849760898819959 0.0038359817428805193 -0.0059394248084604423 -0.00590700415840193 -0.018058141867788171 0.0015205525407830758 0.0069518553714755307 leaf_weight=20.017232343554497 319.85774545371532 85.291818708181381 38.526198297739029 625.68656374514103 558.60208052396774 6.7569945007562628 75.372305497527122 205.1399554759264 5.9451673328876522 47.132907941937447 66.860302448272705 19.70522677898407 2479.1036153435707 7.7126006782054892 25.997928485274315 45.398513615131378 10.991181403398512 385.32090400159359 17.483463302254677 122.95462249219418 612.83953985571861 26.882463663816452 13.610741242766379 8.6537178456783277 597.14390842616558 54.508147865533829 229.61124627292156 31.730528220534325 1487.4472994804382 16.122039347887039 leaf_count=67 1052 463 106 2032 1534 30 228 684 27 229 200 56 8593 22 93 125 55 1163 92 419 1822 78 60 24 1758 180 1079 124 4570 52 internal_value=-7.9822e-05 -0.00113935 0.00241044 -0.000682691 0.00438264 -5.5524e-05 0.000447317 -0.00155477 -0.00819087 -0.00213364 0.00373099 0.0043239 -0.00194114 0.00126435 -0.00387462 0.0143525 -0.0124163 0.00154608 -0.00575647 -0.00416823 0.00404316 0.0018322 0.00895229 -0.00351965 0.00223982 0.00301831 -0.00692057 -0.0138462 0.00171522 -0.00616836 internal_weight=8248.41 5786.45 2461.95 5434.51 1367.93 1094.02 1055.54 3753.38 351.942 3162.91 1284.01 1191.15 3104.79 1681.14 92.8582 83.9247 58.1241 590.461 266.651 159.094 1171.44 1522.04 19.5559 328.511 727.024 651.652 247.095 38.4875 1514.33 139.077 internal_count=27017 19685 7332 17964 3936 3396 3242 12756 1721 10909 3705 3412 10625 5208 293 231 284 1847 1258 538 3356 4670 87 1076 2166 1938 1171 154 4648 471 is_linear=0 shrinkage=0.03 Tree=156 num_leaves=31 num_cat=0 split_feature=4 5 9 6 7 7 6 8 3 0 7 7 3 6 5 10 11 10 10 13 5 0 11 8 0 12 5 4 7 9 split_gain=24.3592 15.2611 14.2848 9.62841 9.55707 9.12594 8.72256 7.99287 7.92572 7.83518 6.64875 6.50165 6.32562 9.21464 6.1197 6.10556 5.98265 5.72502 5.46544 5.45923 5.32885 7.45252 5.19649 5.07275 5.07259 4.94888 4.80714 4.80017 4.44555 4.37466 threshold=1.5150000000000008 1.9250000000000003 6.3000000000000016 0.90000000000000013 2.1000000000000005 0.70000000000000007 2.3000000000000003 4.7000000000000002 1.3 725.00000000000011 1.1000000000000003 2.5000000000000004 1.1000000000000003 1.7000000000000004 0.67500000000000016 -2.1666666666666656 1.1666666666666672 -1.4999999999999996 -1.1666666666666663 1.1000000000000003 1.4050000000000009 200.00000000000003 -0.83333333333333315 6.9000000000000012 200.00000000000003 2.5000000000000004 1.3450000000000006 1.7750000000000004 0.50000000000000011 7.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 20 8 12 7 14 25 15 -8 -9 13 19 -7 -4 18 -11 -14 -1 21 26 -22 -10 -12 -5 -2 -6 -3 -30 right_child=2 28 9 4 27 6 10 11 23 17 24 -13 16 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.012324243415820016 -0.0037797297743221532 -0.012603878040229314 0.016196530560834699 0.00054712443797007597 0.003251351518215775 0.013764330389554342 -0.011102781428090005 0.0012659404452591296 -0.0020939918966268291 -0.011837927923760073 -0.012645698280810667 0.010314135013636188 0.0045794725485635464 -0.010542174242287686 -0.0011992808141085027 -0.0036414168277581083 0.0024884997465815534 0.0088654381953159386 -0.0097408678687700857 0.0058696088728282464 -0.0039337749305398111 0.0094400954231498788 0.0045046221532885795 0.0038983862830591839 -0.0010512006667484056 0.0047910181417908241 0.017537948009344845 0.011009454590990991 -0.003745445514141502 -0.011401578538279344 leaf_weight=16.773042410612106 67.279760986566544 75.560008972883224 14.279466867446898 487.06823408603668 163.86397016048431 24.860333651304245 101.26613834500313 1596.9643781781197 796.20635628700256 14.028548508882521 38.243296056985855 74.821694910526276 26.285162031650543 55.987634927034378 2330.9941112101078 629.75541794300079 52.492252230644226 83.997825384140015 274.24121022224426 129.00131580233574 80.537983357906342 362.12274298071861 356.01771351695061 151.30212077498436 303.21594929695129 502.3600332736969 11.089478105306624 127.72482612729073 469.25578661262989 78.389363184571266 leaf_count=46 184 282 42 1321 443 67 296 4379 2240 41 108 201 77 160 6506 1821 161 243 820 356 227 1091 1003 428 853 1416 30 365 1539 271 internal_value=-0.000100393 -0.00135445 0.00174058 0.00263411 0.00158618 -0.000805299 -0.000354923 8.44296e-05 0.000823923 -0.00199891 -0.00435188 0.0016709 -0.00443438 -0.00019706 -0.00104138 -0.00320157 -0.00685615 0.00590258 -0.00848836 0.00377619 0.00529682 0.00762479 0.00294786 -0.0011371 -0.00234978 0.00270187 -0.000763216 0.00664964 -0.0057825 -0.00484134 internal_weight=9495.99 5648.35 3847.63 3105.57 2228.53 5025.15 4470.37 4027.64 1936.94 742.061 442.725 1671.79 554.781 201.762 2355.85 644.035 353.019 98.0264 300.526 145.774 877.048 440.492 436.556 947.508 341.459 989.428 78.3692 291.589 623.205 547.645 internal_count=27017 16122 10895 8748 6213 14030 12410 11153 5405 2147 1257 4580 1620 562 6573 1863 1058 284 897 402 2535 1305 1230 2668 961 2737 214 808 2092 1810 is_linear=0 shrinkage=0.03 Tree=157 num_leaves=31 num_cat=0 split_feature=4 4 2 3 8 13 5 9 10 5 8 2 8 8 4 9 5 2 10 8 11 10 5 2 7 4 9 7 4 9 split_gain=2.77801 2.58801 2.55193 2.49883 3.13656 3.09899 4.66143 2.78523 2.44617 4.5688 7.73329 4.18989 3.90239 3.57178 3.19281 2.25394 4.94934 5.94779 4.81339 2.5471 5.046 3.56357 2.08015 1.93739 2.00435 2.17081 2.73296 1.87633 2.24283 1.50747 threshold=2.3450000000000011 2.8150000000000008 2.5000000000000004 3.3000000000000003 5.7000000000000002 2.9000000000000008 2.1050000000000009 5.5000000000000009 1.5000000000000004 2.1550000000000011 4.9000000000000012 1.3 6.3000000000000016 3.9000000000000004 1.5250000000000006 3.3000000000000003 1.2050000000000007 1.3 0.33333333333333326 3.9000000000000004 -1.4999999999999996 0.83333333333333337 2.6250000000000004 3.7000000000000006 2.5000000000000004 2.3750000000000009 3.7000000000000006 1.5000000000000002 3.015000000000001 6.3000000000000016 decision_type=2 2 2 2 2 2 2 2 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 23 -3 8 5 6 -5 -8 15 11 -11 13 -12 -10 -13 16 17 -1 -18 20 -17 -21 -6 24 25 29 -27 28 -4 -2 right_child=1 2 27 4 22 -7 7 -9 9 10 12 14 -14 -15 -16 19 18 -19 -20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0025780031194320482 -0.017613524149014993 0.022507192934310867 -0.02419441967310634 -0.020562257096116733 -0.024447419605968902 -0.013989506857687697 0.019006031938795895 0.00092333137521998876 -0.0028465428029740684 -0.0069692862963352002 0.044750402282116887 0.0049031065956830922 0.011478644047167127 0.015702781482830681 -0.002011754711004224 -0.0063650347560485852 0.001976882411934962 -0.0048969630933047691 0.0096340596667909041 1.4412937166580347e-05 0.0014786615599954864 -0.0024816736135379529 -0.0033714466573834304 -0.017478724459438873 -0.023095227450682303 0.0088653952354623769 -0.0039678308670540868 0.01012910793764237 0.004703406499585944 0.002500489362374978 leaf_weight=236.40810009837151 14.280621916055681 5.9396575093269375 4.6501369774341601 6.7038241773843756 10.780715063214304 13.892607375979422 11.29731437563896 23.851081043481827 13.123642653226851 7.886502310633662 7.5049739778041822 94.279757738113403 5.4960255771875381 32.428230911493301 165.75037798285484 77.63478909432888 224.08073091506958 161.07987110316753 110.23080955445766 4059.7849686592817 1500.4786092042923 589.51160921156406 6.9199789613485327 10.686046332120894 4.8579366058111182 17.97662016749382 88.26741835474968 8.5204073637723905 5.0337554663419724 4.3826149851083747 leaf_count=809 73 20 23 28 49 61 43 97 43 30 26 324 20 108 639 275 779 616 378 14599 5137 2135 29 63 29 84 421 38 22 19 internal_value=0.000213823 -0.00364075 0.00543231 0.000300035 -0.00520587 -0.00171239 0.00236293 0.00673543 0.000355539 0.00289352 0.0164679 0.00196566 0.0306851 0.0103587 0.000495383 0.000236478 0.00181144 -0.000451187 0.00450164 5.14002e-05 0.00109279 -0.000302081 -0.0162079 -0.00520043 -0.00418933 -0.00345403 -0.00179643 -0.000138838 -0.00917313 -0.0128902 internal_weight=7523.72 164.595 24.144 7359.12 73.4455 55.7448 41.8522 35.1484 7285.68 326.47 20.8875 305.582 13.001 45.5519 260.03 6959.21 731.8 397.488 334.312 6227.41 1578.11 4649.3 17.7007 140.451 129.765 124.907 106.244 18.2043 9.68389 18.6632 internal_count=27017 792 103 26225 307 229 168 140 25918 1190 76 1114 46 151 963 24728 2582 1425 1157 22146 5412 16734 78 689 626 597 505 83 45 92 is_linear=0 shrinkage=0.03 Tree=158 num_leaves=31 num_cat=0 split_feature=0 5 3 2 7 6 10 7 4 6 9 4 9 4 8 6 0 7 5 0 11 2 4 5 5 5 6 7 4 5 split_gain=23.1938 23.6955 10.19 8.69811 8.37583 7.21555 6.717 6.31179 6.11237 6.06673 5.96232 5.95494 5.46254 4.31731 4.16906 4.16495 5.02572 4.18965 4.09643 4.68971 4.09173 5.44693 4.10016 3.3898 3.36879 3.34857 3.16646 3.15953 3.13777 3.13198 threshold=725.00000000000011 1.5650000000000006 1.1000000000000003 1.5000000000000002 0.50000000000000011 0.90000000000000013 -0.33333333333333331 0.90000000000000013 1.6900000000000006 2.7000000000000006 5.3000000000000016 1.2150000000000005 6.7000000000000002 2.055000000000001 4.1000000000000005 1.9000000000000001 525.00000000000011 1.9000000000000001 1.4650000000000007 200.00000000000003 -1.1666666666666663 1.3 0.77500000000000036 1.7350000000000003 0.74500000000000033 1.4850000000000008 1.7000000000000004 2.7000000000000006 1.2350000000000005 0.81000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 10 11 6 -6 18 15 -7 20 12 -4 27 24 17 -17 -3 19 -5 21 -1 -22 -10 -9 -20 -25 -12 -13 -16 right_child=-2 2 4 7 5 9 -8 14 23 -11 13 28 -14 -15 29 16 -18 -19 25 -21 22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=0.0054219526673308848 -0.0077565146695079334 -0.00074669078530562732 0.0092569658040635699 0.0060757190405106559 0.0034828637439129795 0.0027196180780873088 -0.0037222167413674756 -0.019127550931160545 -0.014916316607201876 0.011174608048772745 0.0022019162667336637 -0.014963893009447152 0.025874788658722392 -0.018695592846066759 -0.01657032547643595 0.0014957387010552663 0.018825663663475788 -0.01213681101459016 0.023769899027883994 -0.0039047305591023386 0.0059833504090409904 -0.0080482101250184557 -0.0017097790226780554 0.0007970256815059254 -0.00059094371547035757 0.0047150178551439246 -0.020219303825164996 -0.012417611656749787 0.0056004321737708977 -0.0050971971224740035 leaf_weight=157.28758603334427 339.59286074340343 238.19338709115982 57.646930396556854 60.345674812793732 187.64935125410557 2027.716515943408 306.91136686503887 9.1140328496694547 44.912615180015564 79.367995113134384 867.38922779262066 6.9009186923503867 25.757334113121033 9.1863562464714033 22.056068807840347 65.794536918401718 19.531698137521744 33.103962033987045 10.348072141408919 142.27201977372169 64.242621332406998 32.621101677417755 2116.4387447685003 34.730282112956047 277.09501953423023 41.94188229739666 7.9242877513170233 13.511751309037207 206.56251649558544 735.582843080163 leaf_count=492 1629 702 157 212 583 5860 949 36 172 223 2709 19 71 38 99 189 55 107 35 536 198 113 7010 121 978 136 27 45 578 2938 internal_value=-7.95244e-05 0.000250393 0.00216901 -0.00115622 0.00281743 0.00227267 -0.00098842 -0.00323242 -0.00206217 0.00303809 -0.000329257 0.00759152 0.014389 0.00176431 -0.00426591 -0.000318332 0.00546266 -0.00213652 0.00099973 -0.000932251 -0.00111533 0.00310815 -0.00148314 -0.00916409 -0.00118122 0.00848594 -0.00310735 0.00197767 0.00493562 -0.0054312 internal_weight=8241.73 7902.14 3342.7 4559.43 2898.51 2601.65 494.561 1298.76 444.191 2107.08 3260.68 296.868 83.4043 890.087 1043.85 356.624 85.3262 271.297 254.908 202.618 2370.59 189.909 2180.68 87.5672 286.209 52.29 42.6546 880.901 213.463 757.639 internal_count=27017 25388 9813 15575 8440 7615 1532 4970 1373 6083 10605 825 228 2792 4051 1053 244 809 919 748 7813 605 7208 320 1014 171 148 2754 597 3037 is_linear=0 shrinkage=0.03 Tree=159 num_leaves=31 num_cat=0 split_feature=2 6 3 7 9 3 7 6 8 0 6 7 5 4 9 6 4 5 7 8 10 0 0 4 5 9 4 0 7 9 split_gain=23.1512 14.9096 13.0546 11.4342 8.96836 8.85286 6.81904 6.64225 6.23651 6.06647 5.94601 5.79512 8.22627 5.59987 5.30466 4.95791 4.85172 4.84351 4.62727 4.32133 4.26964 4.17957 4.12688 5.61729 4.73625 4.01039 4.32635 3.99642 4.17064 3.98644 threshold=1.3 1.5000000000000002 1.5000000000000002 1.7000000000000004 4.3000000000000016 1.9000000000000001 0.70000000000000007 0.70000000000000007 6.7000000000000002 875.00000000000011 1.1000000000000003 1.5000000000000002 0.74500000000000033 2.2350000000000008 6.3000000000000016 0.90000000000000013 2.3550000000000009 1.0050000000000006 0.3000000000000001 3.7000000000000006 1.5000000000000004 575.00000000000011 350.00000000000006 1.5750000000000008 1.4950000000000008 4.1000000000000005 0.98000000000000043 200.00000000000003 1.7000000000000004 8.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 10 4 -2 9 15 29 13 18 22 12 -12 -5 -7 21 -9 -8 -3 -17 -14 -4 23 -1 -25 -24 -27 -19 -29 -6 right_child=1 5 6 8 7 14 17 16 -10 -11 11 -13 20 -15 -16 19 -18 27 -20 -21 -22 -23 25 24 -26 26 -28 28 -30 -31 leaf_value=-0.0025002537940014445 0.0045815015324931468 -0.015460491772476073 -0.0036611977183972273 0.0038374470934920465 0.0043772278582930643 -0.0028608162346056946 0.016015294061937666 -0.0011551452661224778 0.011600242525611322 0.014369377974027264 0.020495482869859329 0.00047380892616533446 -0.0025929221467121534 0.015659227510468429 -0.01136424223519982 -0.0020201655114480996 0.0069793289055009528 0.00029052947845081541 7.7075324031507995e-05 -0.011851000077204679 -0.017839575666386255 0.017607186135838872 0.0066464540478241201 0.0024625687864242587 0.021787368621757178 0.010687091003923168 0.00037757687899614444 -0.0048735449594581861 -0.00069643304016545993 -0.011867439645721949 leaf_weight=316.12991136312485 645.11732037365437 17.519036442041397 45.183583587408066 589.06527650356293 378.49991580843925 206.15584376454353 12.223532617092131 1154.9434733688831 138.23614950478077 26.45809942483902 13.800828933715819 1009.017286747694 1291.7540169656277 38.414123892784119 97.135060146450996 51.39410275220871 69.989120736718178 273.77819153666496 1125.3499591946602 185.45397804677486 16.744721323251724 10.19151398539543 193.43233823776245 42.569857865571976 15.595984160900114 40.682787269353867 368.13037201762199 806.95488844811916 293.32287979125977 14.102393835783003 leaf_count=866 1820 50 144 1620 1081 615 33 3276 429 82 37 2747 3634 121 328 184 206 787 3099 636 47 31 525 115 42 113 1009 2486 812 42 internal_value=-0.00010071 0.00145911 -0.00150869 0.00266315 0.00159078 -0.00101694 -0.00366358 0.000397995 0.00583195 0.000167678 -0.000415242 -0.00123844 -0.00254502 0.00456117 -0.00558421 -0.00782834 -0.000690365 -0.00278566 -0.0001611 -0.00971779 -0.00278803 0.000253144 0.00155 -0.000923811 0.00764412 0.00308747 0.00140352 -0.00295291 -0.00375997 0.00379371 internal_weight=9487.35 4500.99 4986.36 3028.37 2262.65 1472.62 1678.5 1617.53 765.716 1169.33 3307.86 2331.32 1322.3 627.479 303.291 292.223 1224.93 1386.28 1142.87 236.848 1308.5 55.3751 976.541 374.296 58.1658 602.245 408.813 1374.06 1100.28 392.602 internal_count=27017 12769 14248 8595 6425 4174 5113 4605 2170 3231 9135 6465 3718 1741 943 995 3482 4118 3149 820 3681 175 2670 1023 157 1647 1122 4085 3298 1123 is_linear=0 shrinkage=0.03 Tree=160 num_leaves=31 num_cat=0 split_feature=0 11 11 9 10 4 10 10 3 11 10 10 2 8 13 4 4 4 5 7 11 3 8 12 9 7 8 11 13 6 split_gain=2.65755 3.21339 5.36726 6.22636 7.29929 3.10898 6.7625 4.54977 6.10928 3.00213 2.9442 5.41598 2.78404 2.72613 3.08641 2.92858 2.93076 2.68585 3.8974 5.79416 7.90382 4.81468 3.73002 3.63983 3.35944 3.99801 3.25115 2.98177 4.88883 4.51885 threshold=575.00000000000011 0.83333333333333337 1.1666666666666672 3.7000000000000006 -0.33333333333333331 1.9900000000000002 -1.1666666666666663 0.83333333333333337 1.5000000000000002 1.8333333333333337 1.5000000000000004 0.83333333333333337 3.9000000000000004 2.5000000000000004 2.3000000000000007 1.0650000000000006 1.3350000000000006 1.3950000000000007 1.3150000000000006 1.5000000000000002 -1.0000000180025095e-35 0.50000000000000011 8.3000000000000025 1.1000000000000003 2.1000000000000005 1.9000000000000001 4.5000000000000009 1.1666666666666672 4.7000000000000011 0.50000000000000011 decision_type=2 2 2 2 2 2 2 2 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 12 3 4 -3 7 -7 -4 -9 -8 11 -5 -2 14 -1 -16 -17 24 19 21 -21 -19 23 -20 25 26 -15 28 -26 -29 right_child=1 2 5 10 -6 6 9 8 -10 -11 -12 -13 -14 17 15 16 -18 18 22 20 -22 -23 -24 -25 27 -27 -28 29 -30 -31 leaf_value=-0.0097995434766178034 -0.0016287998018353518 0.0031351851232321076 -0.0068197249183579618 0.0059882533168304627 0.044667192138813039 0.031945306929217182 -0.0084730742238134076 0.03653788600878128 -0.00062527251204434438 0.011703430954786185 0.026113015818632224 -0.015901317571852345 -0.023171523082517225 0.028315031680198745 0.0029625062304765616 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160 64 205 23 719 891 1736 178 7179 8892 22 26 33 246 1006 internal_value=0.000214587 -0.00101232 0.00202028 0.00729312 0.0249713 -0.0015913 0.0062302 -0.0039676 0.0084664 -0.000516586 0.00421902 0.00284121 -0.00173928 0.000473733 -0.0030825 -0.000884293 -0.00571829 0.000584818 -4.85778e-05 -0.00163975 -0.00426912 0.000450234 0.000683319 0.000870049 0.00121849 0.0119073 0.0185786 0.00112453 0.000805901 0.00394659 internal_weight=7522.59 1311.83 253.661 103.115 15.2747 150.546 35.0804 115.466 21.5439 27.7894 87.8403 82.6397 1058.17 6210.76 188.126 141.74 62.8107 6022.63 3011.97 948.939 420.241 528.698 2063.03 2019.75 3010.67 26.2333 19.8064 2984.43 2681.65 302.779 internal_count=27017 5157 977 397 60 580 149 431 80 119 337 316 4180 21860 666 499 224 21194 10931 3551 1610 1941 7380 7202 10263 86 64 10177 9138 1039 is_linear=0 shrinkage=0.03 Tree=161 num_leaves=31 num_cat=0 split_feature=6 5 2 3 7 9 0 7 2 7 11 9 4 0 9 2 4 3 11 12 4 10 2 9 5 12 0 3 6 5 split_gain=22.4113 21.1693 10.7411 8.69034 8.1032 7.99961 7.4376 6.91105 6.51871 6.58085 5.93541 5.7863 5.7587 5.6144 5.52488 5.33799 5.24257 5.22363 6.75209 6.64207 5.21099 5.04104 5.4654 5.21694 4.99866 4.91696 4.69747 4.56117 4.05457 3.57299 threshold=0.90000000000000013 1.7400000000000007 0.70000000000000007 1.3 1.3 5.7000000000000002 875.00000000000011 1.7000000000000004 1.9000000000000001 0.50000000000000011 -0.83333333333333315 7.7000000000000002 2.1550000000000011 200.00000000000003 4.3000000000000016 0.3000000000000001 1.4750000000000008 2.7000000000000006 -0.83333333333333315 4.3000000000000016 1.0550000000000004 0.50000000000000022 2.3000000000000003 6.9000000000000012 1.7500000000000007 3.5000000000000004 475.00000000000006 2.1000000000000005 2.1000000000000005 1.4750000000000008 decision_type=2 2 2 2 2 2 2 2 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 11 10 7 14 9 -1 20 17 21 16 -4 -12 -13 19 -19 -3 -5 22 -6 -23 26 -15 -11 -14 -9 -22 right_child=1 4 6 5 12 -7 -8 28 -10 24 15 13 27 25 -16 -17 -18 18 -20 -21 29 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.010106929309081794 0.0027974813357563122 0.0037659109418980777 -0.0018032170917912642 0.025228481561499021 0.0037438620617013764 0.0022668665982684419 -0.010605447784107743 -0.0036944641056134778 -0.010608145611433729 -0.0013693516678931026 0.022935642795761223 0.0082783541483631568 -0.021772476477255973 0.016961731138108466 0.00098095596994785461 -0.0053867409856807654 -0.019658073148365054 0.021502320958516487 0.0060675844797454474 -0.0066240641226594787 -0.0068440526483694933 -0.0062654458434326238 -0.014247671370838351 0.0057340743773013469 -0.014511398026264504 0.0064534609763353071 -0.0069938734573131781 0.002884082783339504 0.00099116345569169205 0.0060274194688307772 leaf_weight=28.29301743209362 819.61365836858749 706.16859129071236 995.55923838913441 8.9136998355388624 419.90106350183487 364.20983842015266 70.885834753513336 890.85639216005802 173.74923364818096 294.58935415744781 6.0744388401508322 14.445183336734774 17.7157226651907 83.392950519919395 1803.5162138789892 426.23172152042389 10.397161424160002 30.126128077507019 166.41472762823105 60.087210923433304 31.543742433190346 121.63101571798325 15.766539409756659 44.552801683545113 43.334717690944672 77.151065289974213 244.60323666036129 10.911080017685888 204.32998938858509 50.457476556301117 leaf_count=93 2500 1973 3367 26 1214 1148 365 3210 866 1049 18 39 75 230 5735 1518 29 83 458 187 120 360 53 127 140 216 931 39 679 169 internal_value=-7.99939e-05 0.000709893 -0.000328893 -0.00318069 0.00350432 -0.00114707 -0.000975128 -0.000799831 -0.00548093 -0.00402248 -0.00352348 0.00500481 0.00077174 0.00985819 -9.30287e-06 -0.00498878 -0.00341376 0.00407029 0.00843345 0.00295116 0.0034441 0.00139704 0.00309276 -0.00304845 -0.00470874 0.0119119 -0.0039209 -0.0123747 -0.00282026 0.0010761 internal_weight=8235.42 6563.42 4784.76 1672 1778.66 887.431 3965.15 3894.26 784.57 610.82 523.221 1148.18 630.478 185.386 2799.08 432.306 24.8423 962.797 196.541 766.256 90.9149 601.851 435.668 166.184 582.527 160.544 539.193 28.6268 1095.19 82.0012 internal_count=27017 20939 15856 6078 5083 2999 13356 12991 3079 2213 1851 3215 1868 514 9102 1536 68 2701 541 2160 315 1754 1267 487 2120 446 1980 114 3889 289 is_linear=0 shrinkage=0.03 Tree=162 num_leaves=31 num_cat=0 split_feature=0 9 4 3 2 6 7 3 5 7 4 6 6 3 10 11 0 9 2 7 5 9 3 8 13 10 10 9 11 13 split_gain=22.1963 19.6043 17.144 11.1313 8.83756 8.66452 8.44354 6.97362 6.35424 6.01996 8.72323 5.68558 5.39658 6.15039 4.43083 4.04378 3.97725 3.87548 3.85918 3.90569 3.81545 4.10325 3.68894 4.2102 3.821 3.61901 4.24481 3.79471 5.2196 3.45768 threshold=725.00000000000011 6.3000000000000016 1.5150000000000008 2.1000000000000005 2.7000000000000006 2.3000000000000003 1.5000000000000002 1.3 0.99000000000000021 0.50000000000000011 2.1050000000000009 2.1000000000000005 1.1000000000000003 2.7000000000000006 -1.1666666666666663 0.83333333333333337 475.00000000000006 6.5000000000000009 0.50000000000000011 1.9000000000000001 1.2550000000000006 2.3000000000000003 1.1000000000000003 4.5000000000000009 3.1000000000000005 -1.4999999999999996 1.1666666666666672 6.5000000000000009 1.0000000180025095e-35 3.9000000000000008 decision_type=2 2 2 2 2 2 2 2 2 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 8 7 -4 -1 10 -3 -8 15 -14 -15 17 -17 -11 -5 -20 21 -2 23 -6 -24 27 -27 28 -22 -7 right_child=20 9 4 18 22 29 11 -9 -10 12 -12 -13 13 14 -16 16 -18 -19 19 -21 25 -23 24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0033642965425549993 -0.010796024376791924 -0.011633707060422771 0.0022504707097823241 -0.014329991021327758 -0.00073425083440590894 -0.0081306057657627821 0.0045171150181843268 -0.0017992577419759816 -0.00045846304702537908 -0.0055865553222896186 0.01691704077792688 -0.0027741903154979591 -0.0035363719717713647 0.006608153494828576 -0.015346538091959431 -0.00035271592475427926 -0.012213560355623898 0.0023820153743447712 -0.0056316237704326401 0.0050222272587894801 -0.0079795814438896086 0.011461872129045536 0.0080309995322705319 0.018074173669850365 -0.0050567775282483081 0.0069116646392376763 -0.0016913795082503253 -0.017788514912037489 0.015400374926402317 -0.002438184643090023 leaf_weight=442.76638919115067 7.9158392250537863 127.51967060565948 759.87086999416351 41.211969211697578 13.530342489480971 155.93426239490509 905.13619023561478 770.97612349689007 3369.1925303339958 66.16949674487114 10.418157964944838 107.70455181598663 874.98855346441269 9.4875354170799238 64.637593522667885 56.889738649129868 46.033398360013962 323.37463708221912 337.47844704985619 34.098001152276993 21.055591970682144 127.8246396780014 96.163301914930344 51.408969759941101 25.373942643404007 292.23783211410046 62.690315991640091 12.263625830411909 14.520586252212523 250.01106461882591 leaf_count=1190 24 428 2081 135 39 453 2490 2181 9377 188 29 293 2600 34 237 166 137 927 1094 96 61 424 277 164 74 855 187 35 43 698 internal_value=-0.000101068 -0.000457356 0.000193398 -0.000918294 0.00207896 -0.000458158 0.00161682 0.000210917 -1.44421e-05 -0.00348999 -0.00947733 0.00374176 -0.00291709 -0.00423927 -0.0125365 -0.000368905 -0.0056576 0.00102844 -0.00562 -0.00465396 0.00581406 0.0101639 0.00838291 0.0141554 0.0052986 0.00434809 0.00539212 -0.00339767 0.00156306 -0.00462479 internal_weight=9478.88 8940.38 7360.86 4630.69 2730.16 4217.9 2543.69 1530.85 3811.96 1579.52 137.938 1012.84 1441.58 949.114 74.1251 492.467 102.923 389.544 412.788 371.576 538.508 135.74 186.477 64.9393 121.537 402.768 354.928 47.8398 35.5762 405.945 internal_count=27017 25388 20642 13043 7599 11718 7045 4262 10567 4746 457 2783 4289 2871 271 1418 303 1115 1325 1190 1629 448 554 203 351 1181 1042 139 104 1151 is_linear=0 shrinkage=0.03 Tree=163 num_leaves=31 num_cat=0 split_feature=8 12 6 10 8 11 5 8 9 8 10 5 11 3 13 5 8 5 13 9 5 5 5 11 4 4 8 4 6 7 split_gain=2.52471 3.13293 4.19082 3.67018 4.70466 3.24813 5.08002 3.51064 4.77295 3.02168 3.62395 3.9372 4.17407 5.56323 3.48628 4.42448 2.71466 7.81018 5.38066 3.03854 6.22475 2.80619 2.70356 2.5575 2.51617 8.16008 5.07028 4.33421 2.46218 2.93273 threshold=7.7000000000000002 2.9000000000000008 1.1000000000000003 -0.83333333333333315 8.1000000000000014 0.83333333333333337 2.055000000000001 8.1000000000000014 5.5000000000000009 7.5000000000000009 -0.33333333333333331 1.9500000000000004 0.83333333333333337 0.90000000000000013 3.1000000000000005 1.6400000000000006 6.9000000000000012 2.0450000000000008 2.3000000000000007 4.3000000000000016 1.5550000000000008 2.3450000000000011 1.5750000000000008 -1.8333333333333328 1.7550000000000003 1.8600000000000005 8.3000000000000025 1.3250000000000008 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 -2 23 7 22 -9 16 14 12 13 -12 15 -11 28 19 21 20 -18 -19 -7 -3 27 -26 -27 -4 -1 -30 right_child=1 5 24 -5 -6 6 -8 8 -10 10 11 -13 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=-0.011808407704795137 0.03173839166744459 0.010884503627507144 0.021958692510873522 -0.011124435856689126 -0.0060579802940527389 -0.02420685888791773 -0.015315542343252336 0.0060818745428276441 0.039598806344486676 -0.019645444133164422 -0.012198627170316476 -0.0084751787497296446 0.037541519051271628 0.018605554017730317 0.018944826579062615 0.0097842639130579466 -0.0031514592352455645 0.030045019456635076 -0.003455787606818886 -0.0066676568558233663 0.019316912233735637 0.0066080776875905639 0.0068555732379078603 -0.0097291863094207919 0.04196662290373205 0.020408151661658422 -0.0094422884812981819 -0.0049398759039243484 -0.010082198182850553 0.00043930952149079903 leaf_weight=14.892892256379126 4.697304055094718 5.7432104647159568 6.8230904638767234 32.373635292053223 8.0321421027183515 4.1635923832654971 11.467089414596556 12.408607006073 5.527079999446868 11.991085618734365 6.971623674035075 7.0551457107067099 6.6220055520534506 21.701730221509933 5.3699350506067267 7.4566337615251532 73.932007402181625 12.178728342056276 13.442713513970373 170.72623304277658 13.05733500421047 7.3865695446729651 6.3951579183340073 95.323273241519928 6.6494810283184078 9.192887410521509 11.562485814094542 25.692114591598511 23.925811573863029 6878.7829315662384 leaf_count=59 19 24 25 142 37 20 45 54 23 55 30 29 27 88 22 28 310 45 53 703 49 29 25 449 26 38 50 98 89 24326 internal_value=0.00021514 -0.00277363 0.00114916 -0.00575819 0.00788929 -0.00569491 0.00154558 0.00833104 0.0164105 0.000316218 0.0066498 0.0119842 0.0160737 0.0111158 -0.00245309 -0.00836152 0.0002572 -0.00258267 0.0111569 -0.00434242 0.000221104 0.0211968 -0.00539316 -0.00855779 0.00634846 0.0130448 0.00377895 0.000704602 0.000376551 0.00040284 internal_weight=7521.54 246.051 105.023 45.1031 12.7294 141.028 39.9615 28.4944 17.9357 7275.49 67.1682 42.3505 35.2954 28.6734 24.8177 19.4477 7208.33 290.724 33.008 257.716 86.9893 19.5653 10.5588 101.066 59.9201 27.4049 20.7554 32.5152 6917.6 6902.71 internal_count=27017 1075 435 198 56 640 167 122 77 25942 279 174 145 118 105 83 25663 1189 127 1062 359 74 45 473 237 114 88 123 24474 24415 is_linear=0 shrinkage=0.03 Tree=164 num_leaves=31 num_cat=0 split_feature=0 5 3 4 7 7 3 8 9 11 2 4 4 9 12 7 6 5 8 11 10 6 6 0 7 10 5 9 10 4 split_gain=21.3882 21.3514 9.44509 8.22739 7.7022 7.35306 8.34808 6.9559 8.13386 6.69326 6.29261 5.78456 5.6478 5.24398 5.11815 5.05711 5.05666 4.59845 4.54508 4.33296 4.20347 4.17654 3.89782 4.76704 4.00718 3.55288 3.31996 3.2976 3.14749 4.884 threshold=725.00000000000011 1.5650000000000006 1.1000000000000003 1.0950000000000009 0.50000000000000011 0.90000000000000013 1.1000000000000003 4.9000000000000012 4.3000000000000016 -0.83333333333333315 0.90000000000000013 1.6900000000000006 1.2150000000000005 6.7000000000000002 1.7000000000000004 1.3 0.70000000000000007 1.0250000000000006 1.7000000000000004 1.1666666666666672 1.1666666666666672 0.90000000000000013 1.9000000000000001 525.00000000000011 1.9000000000000001 0.33333333333333326 1.7350000000000003 3.3000000000000003 1.1666666666666672 2.2150000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 11 9 12 6 19 16 -9 14 27 22 13 -4 -1 18 -6 -17 -11 -5 -8 -12 24 -24 -3 -16 -13 -7 29 -2 right_child=28 2 4 5 7 10 20 8 -10 15 21 26 -14 -15 25 17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-4.5816739814247918e-05 -0.0066906546556049166 -0.00073598263727758686 0.0088651233729397875 -0.001965908857144608 -0.0022131180631552289 -0.0051549878716161358 0.0029451719204912773 -0.0058863788871588024 0.0014409483795993425 0.024859669424171303 -0.0056830467842264231 -0.014692500076286204 0.0046733272494632484 0.02517373758558018 0.01574581717127865 -0.0083092617110299485 0.0041614669031200032 -0.0003601013804652229 0.0024032346968983279 -0.024360611952954643 0.013831217880480924 -0.0025098782755049068 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0.00093413 0.00215723 0.000489975 0.00144829 -0.00241981 -0.0020222 0.00725794 0.0138834 0.00734065 0.000325675 0.00360023 -0.00196471 0.00292352 -0.00248485 0.00391235 -0.00318158 -0.000329938 0.00525557 -0.00209206 0.0116198 -0.0089613 0.000141645 -0.00749752 -0.00870033 internal_weight=8228.86 7893.24 3342.3 4550.94 2898.95 3640.28 737.862 2602.12 1207.25 910.666 2902.41 443.345 296.831 83.2992 145.735 764.931 1394.87 406.522 358.409 343.512 394.35 2237.1 356.423 85.4782 270.945 92.2774 86.9222 665.313 335.614 286.506 internal_count=27017 25388 9813 15575 8440 12749 2442 7615 3643 2826 10307 1373 825 228 441 2385 3972 1304 1081 1173 1269 8151 1053 244 809 277 320 2156 1629 1380 is_linear=0 shrinkage=0.03 Tree=165 num_leaves=31 num_cat=0 split_feature=2 5 6 7 8 4 7 8 5 2 8 8 5 7 10 3 6 8 2 9 4 6 3 2 10 7 4 8 9 4 split_gain=21.0218 13.9076 12.3779 12.1562 8.50097 8.46596 7.83043 8.20948 7.55304 7.00302 8.47015 6.81797 5.83457 5.8209 5.611 5.17465 10.6171 5.66896 5.04411 4.98228 5.10936 4.67108 5.67895 4.49844 5.52083 5.27925 4.48712 4.45154 4.72643 4.78714 threshold=1.3 1.2050000000000007 1.7000000000000004 0.70000000000000007 4.7000000000000002 2.1050000000000009 1.9000000000000001 3.1000000000000005 2.3950000000000009 1.9000000000000001 4.5000000000000009 4.1000000000000005 1.4450000000000007 1.3 -1.1666666666666663 1.1000000000000003 1.7000000000000004 6.5000000000000009 0.3000000000000001 6.1000000000000005 2.5250000000000008 1.1000000000000003 0.3000000000000001 0.90000000000000013 -0.33333333333333331 1.3 1.6600000000000006 6.5000000000000009 3.5000000000000004 1.4750000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 9 5 14 12 6 8 -8 -3 27 -11 13 23 -4 26 16 17 -16 -6 20 -13 22 -20 25 -25 -5 -1 28 29 -2 right_child=1 2 11 4 18 -7 7 -9 -10 10 -12 19 -14 -15 15 -17 -18 -19 21 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0081490917378710358 0.010644921074208552 0.00031128727423138471 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11.361307084560393 140.65981476008892 6.8229951858520499 1392.5706925392151 629.30710852146149 217.91746991872787 407.86813095211983 404.64353859424591 7.7198349237442008 89.119320899248123 406.44425117969513 90.515751242637634 leaf_count=127 243 5169 321 668 178 1330 58 850 229 280 756 1147 3028 331 279 1311 133 32 31 425 21 3891 1729 595 1118 1105 23 258 1101 250 internal_value=-0.000101323 0.00138651 0.000480133 -0.00144408 -0.000890567 0.00144436 0.00069047 0.00494511 -4.8748e-05 0.00446052 0.00792996 -0.00284991 -0.00216112 -0.00730308 -0.00541485 -0.00627136 -0.00167666 0.00330348 0.000487761 -0.00108112 0.000566112 0.000745402 0.00286536 -0.000804871 0.00100358 -0.00257385 0.00426644 0.00268469 0.00173698 0.00576829 internal_weight=9470.27 4492.44 3469.46 4977.83 4368.83 2690.44 2240.75 331.688 1909.06 1022.98 346.337 779.027 2273.29 221.463 608.997 559.498 158.218 112.159 2095.54 557.564 416.904 2033.24 640.668 1265.53 625.786 639.748 49.4993 676.64 587.521 181.077 internal_count=27017 12769 9881 14248 12343 7636 6306 908 5398 2888 1036 2245 6514 652 1905 1755 444 311 5829 1593 1168 5651 1760 3486 1713 1773 150 1852 1594 493 is_linear=0 shrinkage=0.03 Tree=166 num_leaves=31 num_cat=0 split_feature=0 11 11 9 10 0 4 9 4 10 10 2 8 13 4 4 11 8 7 12 5 2 2 8 5 3 9 7 10 5 split_gain=2.42265 3.03268 5.11651 5.87376 6.73891 3.07981 4.25809 5.54256 2.81531 2.74513 5.22971 2.70639 2.60546 2.97429 2.83552 2.82894 2.64192 2.57743 3.44978 3.32368 2.57093 2.56194 4.12249 2.54268 3.8136 3.56962 3.08428 5.41679 2.52848 2.29892 threshold=575.00000000000011 0.83333333333333337 1.1666666666666672 3.7000000000000006 -0.33333333333333331 925.00000000000011 1.4750000000000008 5.5000000000000009 1.3350000000000006 1.5000000000000004 0.83333333333333337 3.9000000000000004 2.5000000000000004 2.3000000000000007 1.0650000000000006 1.3350000000000006 -3.1666666666666661 3.9000000000000004 2.1000000000000005 1.5000000000000002 1.5850000000000006 0.70000000000000007 0.90000000000000013 6.3000000000000016 2.6250000000000004 3.3000000000000003 1.9000000000000001 1.5000000000000002 1.0000000180025095e-35 1.4350000000000007 decision_type=2 2 2 2 2 2 2 2 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 11 3 4 -3 6 8 -8 -4 10 -5 17 13 -1 21 20 -14 18 19 -2 -16 -15 -23 26 25 -25 27 -18 -17 -20 right_child=1 2 5 9 -6 -7 7 -9 -10 -11 -12 -13 16 14 15 28 23 -19 29 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0096332297879985554 0.014476660738766198 0.0030892586111080401 -0.0023064432554773151 0.0058587816968130191 0.042770001520709595 -0.015650393472391236 -0.0022573480120619562 0.014201235615961426 -0.016944915504983442 0.025079283228373529 -0.015728385604802372 -0.023072607932479339 -0.015941809682144432 -0.0053310543180357019 -0.0040615114416423098 0.015400059157056698 0.02558041774139538 -0.0022449011057263366 -0.0171344636550026 0.0014655468949099754 -0.018933572607864321 0.019699574680076819 0.0013887194494895162 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0.00412535 0.00278574 -0.00166447 0.00046354 -0.00301654 -0.000861941 -0.00562887 0.000572022 -0.00155667 0.0016528 0.00303708 -0.0097162 0.00291762 0.00645581 0.000595925 -0.000976983 -0.00119571 0.000837809 0.0116981 0.00431551 -0.0104427 internal_weight=7520.56 1309.25 253.787 103.484 15.4681 150.303 137.551 76.0728 61.4783 88.016 82.7272 1055.46 6211.31 187.767 141.643 62.6396 6023.55 1050.17 185.433 166.39 44.3932 79.0036 55.2882 6014.84 801.684 792.824 5213.16 23.4292 18.2465 19.0427 internal_count=27017 5157 977 397 60 580 524 301 223 337 316 4180 21860 666 499 224 21194 4148 649 578 160 275 191 21161 3083 3047 18078 78 64 71 is_linear=0 shrinkage=0.03 Tree=167 num_leaves=31 num_cat=0 split_feature=6 5 2 3 9 7 0 7 4 11 7 9 4 0 3 2 4 0 5 3 11 12 10 2 9 4 12 3 6 3 split_gain=20.4755 19.0838 9.99981 8.04488 7.53619 7.51379 6.85714 6.30086 6.24841 5.68797 5.62097 5.48585 5.44809 5.35475 5.32563 5.06244 5.03018 4.98942 7.31233 4.92634 6.49799 6.2748 4.8457 5.23589 4.95309 4.83819 4.73096 4.45694 3.80173 3.71936 threshold=0.90000000000000013 1.7400000000000007 0.70000000000000007 1.3 5.7000000000000002 1.3 875.00000000000011 1.7000000000000004 2.015000000000001 -0.83333333333333315 0.50000000000000011 7.7000000000000002 2.1550000000000011 200.00000000000003 2.5000000000000004 0.3000000000000001 1.4750000000000008 475.00000000000006 1.7400000000000007 2.7000000000000006 -0.83333333333333315 4.3000000000000016 0.50000000000000022 2.3000000000000003 6.9000000000000012 1.0550000000000004 3.5000000000000004 2.1000000000000005 2.1000000000000005 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 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 9 11 7 14 10 25 29 19 22 16 -4 -11 -13 18 -12 21 -21 -3 23 -7 -24 -5 -15 -14 -9 -1 right_child=1 5 6 4 -6 12 -8 28 -10 15 17 13 27 26 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0016523996915618199 0.0026998922647856311 0.0035668898307102664 -0.00016980813760886991 0.024299035067868908 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59.937689825892448 121.44912496209145 15.667760923504828 44.615293443202972 81.828750386834145 77.010791167616844 10.900270685553549 204.33467853069305 8.8300659507513064 leaf_count=78 2500 1973 8994 26 1148 1214 365 3210 518 18 1204 39 75 230 108 1518 29 1170 80 83 458 187 360 53 127 289 216 39 679 29 internal_value=-8.11684e-05 0.000672967 -0.0003141 -0.00305306 -0.00109659 0.00332622 -0.000938799 -0.000771753 -0.00527683 -0.00341009 -0.00430226 0.00477139 0.00069478 0.00950129 -1.76155e-05 -0.00484981 -0.00346521 -0.00489832 -0.0024938 0.003862 0.00810414 0.0027764 0.00129955 0.00296052 -0.00306144 0.00341216 0.0115092 -0.0121666 -0.00270497 0.0080279 internal_weight=8222.34 6558.16 4779.93 1664.17 885.294 1778.23 3959.3 3889.67 778.88 521.188 688.332 1147.85 630.389 185.102 2798.13 430.367 24.8204 656.592 355.801 962.744 196.173 766.572 602.078 436.013 166.064 90.8216 160.281 28.3108 1091.54 31.7405 internal_count=27017 20939 15856 6078 2999 5083 13356 12991 3079 1851 2561 3215 1868 514 9102 1536 68 2454 1284 2701 541 2160 1754 1267 487 315 446 114 3889 107 is_linear=0 shrinkage=0.03 Tree=168 num_leaves=31 num_cat=0 split_feature=0 9 4 3 2 6 7 3 5 7 4 6 6 3 10 11 0 9 2 7 5 9 3 8 13 10 10 9 11 10 split_gain=20.0262 18.0956 15.6311 10.3368 8.29331 8.13244 7.81972 6.43307 5.90082 5.58621 8.27926 5.35434 4.93192 5.86082 4.33034 3.83154 3.81288 3.72042 3.70605 3.70621 3.59025 3.97895 3.52717 4.04635 3.71213 3.52336 4.05126 3.61259 5.012 3.42918 threshold=725.00000000000011 6.3000000000000016 1.5150000000000008 2.1000000000000005 2.7000000000000006 2.3000000000000003 1.5000000000000002 1.3 0.99000000000000021 0.50000000000000011 2.1050000000000009 2.1000000000000005 1.1000000000000003 2.7000000000000006 -1.1666666666666663 0.83333333333333337 475.00000000000006 6.5000000000000009 0.50000000000000011 1.9000000000000001 1.2550000000000006 2.3000000000000003 1.1000000000000003 4.5000000000000009 3.1000000000000005 -1.4999999999999996 1.1666666666666672 6.5000000000000009 1.0000000180025095e-35 -1.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 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 8 7 -4 -1 10 -3 -8 15 -14 -15 17 -17 -11 -5 -20 21 -2 23 -6 -24 27 -27 28 -22 -7 right_child=20 9 4 18 22 29 11 -9 -10 12 -12 -13 13 14 -16 16 -18 -19 19 -21 25 -23 24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0032521460475816114 -0.010869933503636268 -0.011280062731539791 0.0021465091103431513 -0.013999766402138542 -0.00079668669335162038 -0.017553186118813655 0.0043398936193058246 -0.0017450205354526517 -0.00043201697182982762 -0.0054981035745354243 0.016533976895584338 -0.0027378227911628661 -0.0033904075311404292 0.0067166774976397193 -0.015034099574647334 -0.00033356579021600631 -0.011962764593770219 0.0023148244816807856 -0.0054300012898265294 0.0049490422820627194 -0.0080175788728589076 0.011071490336591164 0.0077972867361802579 0.017674208439384942 -0.0051147839457116517 0.0066341973446024469 -0.0017798170235597001 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-0.000371083 -0.00552631 0.000988719 -0.00541943 -0.00447294 0.00553339 0.00977987 0.00811128 0.0137913 0.00509835 0.00411259 0.00514511 -0.00354059 0.00131631 -0.00447496 internal_weight=9461.72 8926.16 7351.84 4625.39 2726.45 4214.68 2540.95 1529.33 3809.61 1574.32 136.576 1011.62 1437.75 945.831 73.2507 491.918 102.672 389.246 410.711 369.907 535.556 134.265 185.494 64.2913 121.203 401.291 353.588 47.7038 35.4384 405.062 internal_count=27017 25388 20642 13043 7599 11718 7045 4262 10567 4746 457 2783 4289 2871 271 1418 303 1115 1325 1190 1629 448 554 203 351 1181 1042 139 104 1151 is_linear=0 shrinkage=0.03 Tree=169 num_leaves=16 num_cat=0 split_feature=6 2 9 8 8 2 10 2 7 4 10 2 9 13 5 split_gain=2.41393 2.79445 2.83687 2.76992 3.30871 3.156 2.25492 4.12805 2.50729 2.08587 2.01293 1.94374 1.1344 0.311548 0.211263 threshold=1.0000000180025095e-35 3.7000000000000006 10.500000000000002 8.7000000000000011 9.1000000000000014 2.3000000000000003 1.5000000000000004 1.7000000000000004 1.0000000180025095e-35 1.7000000000000004 1.8333333333333339 1.1000000000000003 4.1000000000000005 2.3000000000000007 1.5550000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 6 11 -6 8 -8 -2 -1 12 -5 -3 -14 -11 right_child=1 10 -4 4 5 -7 7 -9 -10 14 -12 -13 13 -15 -16 leaf_value=-0.00076254490091248923 -0.00962757021100079 -0.0011504482892174426 0.018889384877067809 0.001632260261636279 -0.0054576466837958255 0.013960785441568617 0.0064855753750554419 -0.00013310989903474098 0.00022686145987845652 -0.015654500537802499 0.0066751028192145751 -0.01855309744078782 -0.023615639301097963 -0.014395437366520152 -0.025018174890237367 leaf_weight=9.3024042695760745 23.314171239733696 3.9814696460962358 7.361061990261077 5.4476718008518246 29.111936718225479 10.162167161703108 147.12170307338238 200.23812912404537 7036.0811890214682 3.7430889308452588 4.8498345911502829 20.264514490962029 7.2225651592016202 6.0703840106725693 5.1553409844636917 leaf_count=34 87 22 29 21 126 52 505 782 25128 20 24 95 39 31 22 internal_value=0.000216693 0.00024317 0.000274663 0.000256324 -0.0059103 -0.000433131 0.000310429 0.00267019 0.000194316 -0.0106955 -0.010403 -0.0142764 -0.0151977 -0.0194051 -0.0210794 internal_weight=7519.43 7501.23 7479.1 7471.74 64.9863 39.2741 7406.76 347.36 7059.4 18.2008 22.1243 25.7122 17.2744 13.2929 8.89843 internal_count=27017 26941 26825 26796 294 178 26502 1287 25215 76 116 116 92 70 42 is_linear=0 shrinkage=0.03 Tree=170 num_leaves=31 num_cat=0 split_feature=0 5 4 5 7 0 6 2 7 4 0 11 2 9 6 11 4 9 6 9 11 5 7 11 7 5 10 4 2 4 split_gain=19.5832 19.3733 11.9706 9.07792 8.31714 6.71012 6.23359 5.10962 5.06806 6.54318 5.30871 4.93878 4.94661 4.75127 4.49194 4.75925 4.7159 4.44259 4.15268 4.8419 4.14841 4.95225 4.11684 4.06174 3.34691 3.10618 3.05296 4.78451 3.0581 2.78784 threshold=725.00000000000011 1.9250000000000003 1.8850000000000005 1.1250000000000007 1.3 200.00000000000003 2.3000000000000003 2.5000000000000004 0.70000000000000007 1.7850000000000004 350.00000000000006 -0.83333333333333315 2.1000000000000005 3.5000000000000004 1.7000000000000004 -1.0000000180025095e-35 1.195000000000001 4.3000000000000016 1.1000000000000003 7.9000000000000012 -0.83333333333333315 1.3850000000000005 1.9000000000000001 1.0000000180025095e-35 0.50000000000000011 2.1450000000000009 1.1666666666666672 2.2150000000000007 3.7000000000000006 2.0650000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 11 7 14 -6 -5 18 10 -10 13 -13 -1 15 -3 -17 -4 25 -20 21 -19 -11 -16 -22 -7 27 -2 -29 -28 right_child=26 5 17 4 6 8 -8 -9 9 22 -12 12 -14 -15 23 16 -18 20 19 -21 24 -23 -24 -25 -26 -27 29 28 -30 -31 leaf_value=-0.0056117844649887566 -0.0064310441437129082 -0.013496307256172704 -0.0084292646307186428 0.0018565888506113506 -0.0012767583538342198 0.0093902625803959864 0.0036998470362760876 -0.0093700867960141241 0.0098843687787490853 -0.00084448766738517197 0.0031698841914387186 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23.415808618068695 leaf_count=178 1036 117 860 7581 7141 111 775 128 365 477 1432 2996 175 413 48 47 151 93 450 97 62 200 41 47 1231 172 117 314 30 132 internal_value=-8.17247e-05 0.00021859 -0.000431601 -3.8974e-05 0.000498409 0.00361985 -0.000758561 0.00169381 0.00440405 0.00318427 0.00453435 -0.00255346 -0.0034436 0.00213677 -0.00246641 -0.00540818 -0.000607671 -0.00457718 0.00774016 0.0102767 -0.00276462 0.00369572 -0.00213 0.00704905 -0.00424869 0.00283039 -0.00722503 -0.00842085 -0.0160758 -0.000293061 internal_weight=8215.81 7884.34 6619.03 6046.38 4981.72 1265.31 2428.32 2553.4 1120.88 820.783 654.507 1064.66 894.838 169.826 144.423 110.318 69.2287 572.652 300.102 197.874 389.417 72.7457 166.276 34.1056 316.671 102.228 331.469 282.701 58.3239 48.768 internal_count=27017 25388 21833 19387 15625 3555 7916 7709 3145 2315 1797 3762 3171 591 410 315 198 2446 830 547 1586 293 518 95 1293 283 1629 1380 344 249 is_linear=0 shrinkage=0.03 Tree=171 num_leaves=31 num_cat=0 split_feature=2 8 3 7 8 13 3 6 0 7 10 5 3 6 8 7 9 2 9 6 12 6 4 2 10 7 6 11 6 4 split_gain=19.1589 13.0139 11.6264 11.3172 8.01865 7.30806 7.00446 6.46907 6.35629 7.03975 5.38824 5.37273 4.87452 10.2017 5.41983 4.81761 5.50733 5.05853 4.67671 4.45489 6.67933 4.33112 4.32272 4.24417 5.29401 5.03185 4.16547 4.13266 4.00567 3.91953 threshold=1.3 6.9000000000000012 1.9000000000000001 0.70000000000000007 4.7000000000000002 1.1000000000000003 1.0000000180025095e-35 1.5000000000000002 875.00000000000011 2.9000000000000004 -1.1666666666666663 1.4450000000000007 1.1000000000000003 1.7000000000000004 6.5000000000000009 2.7000000000000006 3.5000000000000004 0.3000000000000001 6.3000000000000016 0.90000000000000013 2.9000000000000008 1.1000000000000003 1.6600000000000006 0.90000000000000013 -0.33333333333333331 1.3 1.3 -0.83333333333333315 1.1000000000000003 1.3350000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 10 11 -3 -2 29 9 -8 22 23 13 14 -12 17 -17 -6 -9 20 -7 -19 27 25 -25 -5 -10 -1 -29 -4 right_child=1 5 7 4 15 19 8 18 26 -11 12 -13 -14 -15 -16 16 -18 21 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.029173342825776449 0.027143380254253772 -0.014318937483660744 -0.0065891948301544908 -0.0059997077863666454 -0.0083050175909622145 0.019979228924895755 0.00095579657461625494 -0.0037004818009639165 0.0048734408959052074 0.012981149045523506 0.0010079954803511922 -0.0037233412159496516 -0.0078365092202969007 -0.013531949599650411 0.022534074289610576 -0.0052568560877822449 0.015924403808054082 0.002577786186076729 -0.012227173433285124 0.0041652461935743155 0.0067728862954312546 -0.00043680698338085573 -0.016432780714846718 0.0047450127495120061 -0.0010463685601539662 -0.00047718327546894979 0.017207537515951686 0.017938468348708644 -0.0034960847395364026 0.00064707106495471276 leaf_weight=6.9564808905124655 9.5597796738147718 16.125211134552956 80.985518082976341 234.61043745279312 60.255343601107597 44.82802751660347 2973.8967024981976 184.19832834601402 110.72959072887897 44.468252062797546 100.35596194863319 1004.9624816775322 398.60229377448559 45.844114392995834 11.760462433099745 15.872611045837401 36.346198946237564 627.9017216861248 84.42751581966877 352.84946668148041 149.13456995785236 1353.5804452598095 7.6745774298906317 218.01198184490204 407.7430756688118 404.51180085539818 31.697121560573578 11.935711771249769 22.904569700360298 400.61505310237408 leaf_count=21 27 47 250 668 173 141 8219 556 348 123 279 3028 1311 133 32 43 98 1726 296 1024 467 3789 23 595 1118 1105 98 35 71 1173 internal_value=-0.000101436 0.00132048 0.000708034 -0.00138422 -0.000850715 0.0055859 0.00150275 -0.00265031 0.0014252 0.00113296 -0.00522575 -0.00208588 -0.00606911 -0.0016092 0.00326598 0.000488202 0.00948607 0.000258075 -0.00638037 0.00617288 0.00982509 0.000518472 0.00426229 -0.000784898 0.000971339 -0.0025044 0.0076184 0.00806225 0.00384704 -0.000569773 internal_weight=9453.35 4483.52 3920.58 4969.83 4363.8 562.937 3170.35 750.226 3160.79 3018.36 606.034 2269.84 556.563 157.961 112.116 2093.96 52.2188 2041.74 268.626 546.812 193.963 1981.48 49.4713 1264.88 625.755 639.122 142.427 41.7968 34.8403 481.601 internal_count=27017 12769 11090 14248 12343 1679 8815 2275 8788 8342 1905 6514 1755 444 311 5829 141 5688 852 1632 608 5515 150 3486 1713 1773 446 127 106 1423 is_linear=0 shrinkage=0.03 Tree=172 num_leaves=16 num_cat=0 split_feature=6 2 9 8 8 2 10 2 7 4 10 2 9 13 5 split_gain=2.32932 2.66547 2.71645 2.66106 3.22411 3.03258 2.16708 3.93379 2.41962 2.04276 1.95781 1.90129 1.12464 0.312266 0.210398 threshold=1.0000000180025095e-35 3.7000000000000006 10.500000000000002 8.7000000000000011 9.1000000000000014 2.3000000000000003 1.5000000000000004 1.7000000000000004 1.0000000180025095e-35 1.7000000000000004 1.8333333333333339 1.1000000000000003 4.1000000000000005 2.3000000000000007 1.5550000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 6 11 -6 8 -8 -2 -1 12 -5 -3 -14 -11 right_child=1 10 -4 4 5 -7 7 -9 -10 14 -12 -13 13 -15 -16 leaf_value=-0.00074427411764659088 -0.0094786066422919129 -0.00099215963626550908 0.018412539061135332 0.0015884500919162534 -0.0053604627462328306 0.013633824938680733 0.0063377609483492052 -0.00011850312128820783 0.00022729180660229707 -0.01548113008114298 0.0065844074182122066 -0.01839424261517697 -0.023512930876409408 -0.014208646909547221 -0.024892654514791328 leaf_weight=9.2971571683883685 23.192509323358536 3.9588020741939607 7.4238271266221991 5.4531928747892406 29.007057100534439 10.234033063054083 147.55742374062538 200.13701539486647 7035.6063315570354 3.693449914455412 4.8609531819820395 20.009284064173698 7.074117034673689 5.9997395053505898 5.0754948258399963 leaf_count=34 87 22 29 21 126 52 505 782 25128 20 24 95 39 31 22 internal_value=0.000217882 0.000243797 0.000274396 0.000256373 -0.00580116 -0.000406773 0.000309292 0.00262146 0.000195402 -0.0105413 -0.0102086 -0.0141146 -0.0150011 -0.0192431 -0.0209286 internal_weight=7518.58 7500.51 7478.62 7471.2 64.7036 39.2411 7406.49 347.694 7058.8 18.0661 21.8936 25.4625 17.0327 13.0739 8.76894 internal_count=27017 26941 26825 26796 294 178 26502 1287 25215 76 116 116 92 70 42 is_linear=0 shrinkage=0.03 Tree=173 num_leaves=31 num_cat=0 split_feature=6 5 2 9 2 7 3 0 7 9 4 10 8 7 8 0 3 11 4 10 2 9 3 11 12 12 3 5 11 6 split_gain=18.9805 17.1956 9.28532 7.60471 7.17762 6.88317 6.39605 6.34667 5.80603 5.13638 5.10145 5.09463 8.13723 5.98313 5.43984 5.05442 5.04597 5.00081 4.79698 4.63796 4.99052 4.69645 4.61866 6.27069 5.87244 4.55995 4.38446 3.6954 3.47274 3.46245 threshold=0.90000000000000013 1.7400000000000007 0.70000000000000007 2.9000000000000004 1.9000000000000001 1.3 3.1000000000000005 875.00000000000011 1.7000000000000004 7.7000000000000002 2.1550000000000011 -1.0000000180025095e-35 3.1000000000000005 0.3000000000000001 6.1000000000000005 200.00000000000003 2.5000000000000004 0.50000000000000022 1.4750000000000008 0.50000000000000022 2.3000000000000003 6.9000000000000012 2.7000000000000006 -0.83333333333333315 4.3000000000000016 3.5000000000000004 2.1000000000000005 1.0250000000000006 -0.66666666666666663 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 -1 11 9 27 8 16 22 19 12 28 -13 -15 18 -4 -14 -11 20 -7 -21 24 -24 -3 -17 -12 -6 -5 -10 right_child=1 5 7 4 6 10 -8 -9 29 15 26 13 17 14 -16 25 -18 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.012584162843154632 0.0026070179140162079 0.0033792524455220265 -0.00016339060012162532 0.025700119978116186 -0.019081973244937774 0.0034646025409868805 0.017927211672789278 -0.0099521629353888849 -0.0034121902137116337 0.0076709542378209433 -0.021371230453077292 0.016749752039472841 -0.0023527023227203465 -0.0022395448210928851 -0.009228936461804664 0.015952841979508275 0.01092609058903901 0.0040388808848047407 -0.019101715404883091 -0.0061099660664885444 -0.013842099227094647 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-0.00252209 0.00316194 -0.00611349 -0.000897996 -0.000738404 0.00454555 0.00064263 -0.00138861 0.000720389 -0.00319105 -0.00360626 0.00912807 -1.49645e-05 -0.000346813 -0.00347767 0.00122405 0.00284768 -0.00304581 0.00366619 0.0077791 0.00261611 0.0110819 -0.0118914 -0.00674248 0.0130665 -0.00259783 internal_weight=8209.34 6551.84 4774.65 1657.49 1586.88 1777.19 380.687 3953.03 3884.56 1147.17 630.028 1206.2 555.831 650.367 637.101 184.694 2796.52 511.608 24.7854 602.099 436.223 165.876 962.472 195.753 766.719 159.909 27.9296 370.98 44.2236 1088.03 internal_count=27017 20939 15856 6078 5784 5083 1685 13356 12991 3215 1868 4099 1896 2203 2164 514 9102 1759 68 1754 1267 487 2701 541 2160 446 114 1656 137 3889 is_linear=0 shrinkage=0.03 Tree=174 num_leaves=31 num_cat=0 split_feature=6 5 2 0 4 5 2 5 2 10 2 13 7 5 6 7 3 12 4 4 11 10 4 8 7 8 12 9 10 7 split_gain=18.2279 16.3527 10.1659 10.0297 7.33502 7.2502 6.84836 6.43639 6.24501 6.12509 7.30557 6.75542 5.2545 5.197 5.18117 5.14306 5.12613 4.41991 4.33301 4.21143 4.14494 4.04596 5.65791 3.99378 3.82735 3.75697 3.40612 3.38753 3.20493 3.02205 threshold=0.90000000000000013 1.9250000000000003 1.5000000000000002 525.00000000000011 1.9900000000000002 1.2050000000000007 2.7000000000000006 1.4050000000000009 0.90000000000000013 -0.49999999999999994 0.90000000000000013 4.7000000000000011 0.70000000000000007 2.1350000000000011 1.5000000000000002 0.3000000000000001 2.9000000000000004 1.5000000000000002 1.0050000000000006 1.7300000000000004 1.5000000000000004 2.1666666666666674 2.3250000000000006 2.9000000000000004 0.3000000000000001 4.5000000000000009 2.9000000000000008 3.9000000000000004 0.50000000000000022 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 9 4 13 19 14 -5 17 10 29 -12 -3 24 -7 -11 -17 -9 -10 23 -8 22 27 -4 -1 -26 -20 -14 -19 -2 right_child=1 12 5 7 -6 6 20 8 18 15 11 -13 21 -15 -16 16 -18 28 26 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.014677101453319125 -0.0024217731309110085 -0.0088036052025643949 0.012907585232380404 0.0079662421250316431 0.0066861355980823226 0.0014729825362953179 0.0090533001753668272 0.015155666646865372 -0.019458856292961291 -0.012439219681622083 0.0030353284883346409 -0.012341401044059973 0.0088004142594161876 -0.0087703355810306669 -0.0022284821730839352 -0.0016115522312076095 -0.022736200159768322 -0.011461794276039645 0.010159016293283871 0.0081539766674384919 -0.0097385797510321972 -0.023245586975859427 0.01119594385888073 0.0015204601798455787 -0.0015522537710513005 0.0020188620933650888 0.0029999713194468784 -0.0039746721081437581 0.0071192667714372136 0.010309137087026434 leaf_weight=14.95351269841194 533.41476947069168 205.86941443383694 30.427866816520691 363.37261234223843 165.61902378499508 758.05657324194908 109.71796858310699 8.0807185471057874 6.8617961853742591 40.550244241952896 743.6302544772625 26.63482654094696 19.238603889942169 58.531948179006577 617.66351822018623 3018.6041140854359 10.373935997486113 51.466344699263573 77.288590401411057 184.86232024431229 11.689261823892592 9.0780244171619398 24.090445190668106 311.52816745638847 439.43354505300522 668.46850039064884 264.5232422798872 644.39473643898964 9.9734618663787824 17.326379746198654 leaf_count=43 1510 752 82 1086 486 2097 325 22 20 121 2066 73 58 195 1720 8462 34 151 218 556 33 27 67 843 1220 1836 773 2066 28 47 internal_value=-0.000101255 -0.000812051 -0.00028003 0.00234217 0.000773542 0.00147899 0.000413876 0.00504564 0.00250791 -0.0010909 0.000617152 0.00250362 -0.00459265 -5.53465e-05 -0.000188881 -0.00182599 -0.0016839 -0.00570226 0.00414489 0.00450588 0.00724399 -0.00334853 -0.00308588 0.00253371 0.000398946 0.00060243 0.00461873 -0.00360432 -0.00844555 -0.00202126 internal_weight=9445.72 7317.15 6414.48 2128.57 1347.01 2023.95 1497.13 781.567 418.194 4390.53 1321.01 770.265 902.671 1181.39 1375.72 3069.53 3028.98 69.5205 348.674 526.818 121.407 696.802 687.724 341.956 1122.86 1107.9 341.812 663.633 61.4398 550.741 internal_count=27017 20939 17969 6078 3780 5656 4175 2298 1212 12313 3696 2139 2970 3294 3817 8617 8496 201 1011 1481 358 2218 2191 925 3099 3056 991 2124 179 1557 is_linear=0 shrinkage=0.03 Tree=175 num_leaves=16 num_cat=0 split_feature=6 2 9 8 8 2 10 2 7 4 10 6 9 13 5 split_gain=2.25778 2.56764 2.60908 2.52636 3.13919 2.90194 2.08358 3.74563 2.32883 1.99772 1.90877 1.90191 1.10918 0.312925 0.209549 threshold=1.0000000180025095e-35 3.7000000000000006 10.500000000000002 8.7000000000000011 9.1000000000000014 2.3000000000000003 1.5000000000000004 1.7000000000000004 1.0000000180025095e-35 1.7000000000000004 1.8333333333333339 1.1000000000000003 4.1000000000000005 2.3000000000000007 1.5550000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 6 11 -6 8 -8 -2 -1 12 -5 -3 -14 -11 right_child=1 10 -4 4 5 -7 7 -9 -10 14 -12 -13 13 -15 -16 leaf_value=-0.00075849148731620781 -0.0093228843899289017 -0.00093579398068903549 0.01798168266563506 -0.021917679060911611 -0.0052296720533420438 0.013315897024005716 0.0061911652857204527 -0.0001042300356868621 0.00022608108304460789 -0.015322310513556031 0.0064727602370361808 -0.0054194297658729778 -0.023426884647108574 -0.014049627601364459 -0.024778067819751601 leaf_weight=9.3003626763820666 23.06160444021225 3.9505044519901338 7.480303317308425 12.985383167862894 28.86507473886013 10.304503723978995 147.98480929434299 200.03791582584381 7035.3094979673624 3.6484987288713437 4.875358283519744 12.194031879305838 6.9498761892318708 5.9404312968254089 4.9997634887695312 leaf_count=34 87 22 29 64 126 52 505 782 25128 20 24 52 39 31 22 internal_value=0.000217576 0.00024301 0.000272922 0.000255191 -0.00566342 -0.000350812 0.000306613 0.00257267 0.000194882 -0.0104098 -0.0100577 -0.0139278 -0.0148432 -0.0191054 -0.0207889 internal_weight=7517.89 7499.94 7478.22 7470.74 64.349 39.1696 7406.39 348.023 7058.37 17.9486 21.7162 25.1794 16.8408 12.8903 8.64826 internal_count=27017 26941 26825 26796 294 178 26502 1287 25215 76 116 116 92 70 42 is_linear=0 shrinkage=0.03 Tree=176 num_leaves=31 num_cat=0 split_feature=6 5 2 3 9 7 4 7 12 4 11 7 0 5 8 13 9 4 0 2 4 8 11 2 10 2 9 12 3 4 split_gain=18.0307 16.329 8.75284 7.38941 7.11195 6.56914 6.12141 6.51711 6.03696 5.80621 5.47483 5.31517 5.36642 6.31169 5.21869 7.39866 4.95038 4.90946 4.85858 4.74428 4.61247 4.55821 4.46845 5.39003 4.44734 4.79769 4.50979 4.39618 4.28693 3.9712 threshold=0.90000000000000013 1.7400000000000007 0.70000000000000007 1.3 5.7000000000000002 1.3 1.8900000000000006 1.7000000000000004 3.9000000000000008 2.015000000000001 -0.83333333333333315 0.70000000000000007 475.00000000000006 1.7400000000000007 4.3000000000000016 3.1000000000000005 7.7000000000000002 2.1550000000000011 200.00000000000003 0.3000000000000001 1.4750000000000008 4.5000000000000009 -1.8333333333333328 0.3000000000000001 0.50000000000000022 2.3000000000000003 6.9000000000000012 3.5000000000000004 2.1000000000000005 1.2150000000000005 decision_type=2 2 2 2 2 2 2 2 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 10 16 7 8 -4 11 21 -1 13 -13 15 -8 22 24 20 -12 -18 29 -3 -24 25 -7 -26 -20 -19 -5 right_child=1 5 6 4 -6 17 14 -9 -10 -11 19 12 -14 -15 -16 -17 18 28 27 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_value=0.003570499860541523 0.0025252042498818961 0.013393349736008342 1.7470363819703856e-05 0.027772544083172059 0.0022109106536282491 0.0033768835781416914 -0.0029911644731077671 -0.0025697777903545128 0.0078666281286967777 -0.012276249606070655 0.021446307809640772 -0.0012597244819844821 -0.0080589762735301159 -0.017283059565229908 -0.0055921675783372829 0.028824639032768221 0.007479849366568276 -0.021215145860022454 0.015633747346666022 -0.0050628499813966865 -0.018800502509280836 -0.001528297095170438 0.01920547921072251 0.0028151228589814396 -0.0060064922217586197 -0.013639444955803241 0.0051444306054447154 0.0056731657325209701 0.0029527652206523983 0.0052034173028358381 leaf_weight=72.798512995243073 822.62246450781822 39.928381204605103 2499.9565691649914 10.405695825815203 363.54146908223629 421.00802628695965 19.934247463941578 987.46649479866028 91.413811817765236 88.06387984752655 6.1648737192153922 306.66803805530071 280.26251211762428 23.845287963747978 341.59044009447098 9.8182189017534238 14.470805943012239 16.831807538867 83.004787594079971 421.66699086874723 10.280703932046888 58.683671548962593 18.425507575273514 904.06616485118866 121.01096461713314 15.459832474589346 44.699440658092499 76.757003530859947 10.872410252690313 21.544632405042648 leaf_count=251 2500 112 7954 30 1148 1214 83 3444 287 518 18 1127 1106 77 1550 38 39 75 230 1518 29 215 50 2539 360 53 127 216 39 70 internal_value=-8.28066e-05 0.000623914 -0.000290047 -0.00288193 -0.00100617 0.00307896 -0.000876321 -0.000495909 0.000294359 -0.00502597 -0.00326195 -0.00409193 -0.00500522 -0.00241575 -0.00454257 0.00750795 0.00443076 0.000617493 0.00893208 -0.00468086 -0.00343587 0.00343593 0.00356778 0.0031425 0.00118558 0.00277416 -0.00299859 0.0108482 -0.0117305 0.0125538 internal_weight=8203.26 6549.62 4772.8 1653.65 882.007 1776.82 3950.18 3578.84 2591.37 771.638 518.466 683.574 610.776 330.513 371.343 29.7525 1146.93 629.882 184.513 427.832 24.7515 90.634 962.42 922.492 602.178 436.468 165.71 159.762 27.7042 31.9503 internal_count=27017 20939 15856 6078 2999 5083 13356 11685 8241 3079 1851 2561 2310 1204 1671 121 3215 1868 514 1536 68 315 2701 2589 1754 1267 487 446 114 100 is_linear=0 shrinkage=0.03 Tree=177 num_leaves=31 num_cat=0 split_feature=0 9 4 3 6 2 7 3 5 7 4 6 6 3 10 11 0 9 13 5 2 3 8 13 5 10 11 2 4 3 split_gain=17.443 16.3026 13.734 9.34295 7.53645 7.48647 7.16304 5.96601 5.46839 5.09011 7.95574 4.97839 4.27649 5.45527 4.23368 3.60431 3.67119 3.58455 3.5744 4.85815 4.51554 3.3988 3.93393 3.61709 3.3882 3.33257 3.05522 3.04026 6.48695 2.76464 threshold=725.00000000000011 6.3000000000000016 1.5150000000000008 2.1000000000000005 2.3000000000000003 2.7000000000000006 1.5000000000000002 2.5000000000000004 0.99000000000000021 0.50000000000000011 2.1050000000000009 2.1000000000000005 1.1000000000000003 2.7000000000000006 -1.1666666666666663 0.83333333333333337 475.00000000000006 6.5000000000000009 3.7000000000000006 1.6400000000000006 0.50000000000000011 1.1000000000000003 4.5000000000000009 3.1000000000000005 2.2550000000000012 -1.4999999999999996 -2.1666666666666656 1.7000000000000004 2.3150000000000008 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 6 7 -4 -1 10 29 -8 15 26 -15 17 -17 -11 20 -20 -5 22 -7 -23 -2 -6 -14 -26 -29 -3 right_child=24 9 5 18 25 21 11 -9 -10 12 -12 -13 13 14 -16 16 -18 -19 19 -21 -22 23 -24 -25 27 -27 -28 28 -30 -31 leaf_value=0.0031489843279495205 0.0058089319252745035 0.0023335816269463247 0.00061648589194982948 -0.016631490740405194 -0.017219888449824913 -0.0010637058342125316 0.0041312411274351734 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9.7810963690280897 386.87243239581585 853.94555251300335 17.270109683275226 7.4495553970336905 111.67786183953285 leaf_count=1190 1534 37 3973 114 49 39 2490 289 9377 188 29 293 47 34 237 166 137 927 44 98 1069 277 164 74 27 1102 2553 47 21 391 internal_value=-0.000100994 -0.000416085 0.000176944 -0.00081914 -0.000399174 0.00186768 0.00144371 0.000147327 1.43361e-05 -0.00319402 -0.00876508 0.00340397 -0.0026692 -0.00385355 -0.0117896 -0.000399714 -0.00540904 0.000919107 -0.00515431 0.00267017 -0.00616225 0.00770831 0.0133273 0.00475206 0.00517797 -0.00429477 -0.00319603 -0.00391322 -0.00951511 -0.0108728 internal_weight=9437.98 8906.38 7339.55 4618.56 4210.65 2720.99 2536.84 1526.99 3806.59 1566.83 134.895 1009.85 1431.94 940.917 71.9916 491.021 102.332 388.69 407.903 46.549 361.354 184.148 63.4833 120.665 531.604 404.062 868.925 34.5008 24.7197 124.477 internal_count=27017 25388 20642 13043 11718 7599 7045 4262 10567 4746 457 2783 4289 2871 271 1418 303 1115 1325 142 1183 554 203 351 1629 1151 2600 95 68 428 is_linear=0 shrinkage=0.03 Tree=178 num_leaves=16 num_cat=0 split_feature=6 2 9 8 8 2 10 2 7 4 5 10 9 13 5 split_gain=2.17604 2.46105 2.50384 2.41819 3.05721 2.78419 2.00404 3.54129 2.26726 1.95525 1.88149 1.85156 1.09532 0.314809 0.208924 threshold=1.0000000180025095e-35 3.7000000000000006 10.500000000000002 8.7000000000000011 9.1000000000000014 2.3000000000000003 1.5000000000000004 1.7000000000000004 1.0000000180025095e-35 1.7000000000000004 1.7950000000000002 1.8333333333333339 4.1000000000000005 2.3000000000000007 1.5550000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 6 10 -6 8 -8 -2 -1 -5 12 -3 -14 -11 right_child=1 11 -4 4 5 -7 7 -9 -10 14 -12 -13 13 -15 -16 leaf_value=-0.00074084311269465573 -0.0092145744970862 -0.00083893109137377184 0.017554523283742511 -0.019183338108485722 -0.0051253790254087005 0.013002905275112718 0.0060361294253728831 -8.0761277927126213e-05 0.00022572016550852887 -0.015145267289880662 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2 11 8 9 8 3 12 8 5 4 10 2 10 4 2 split_gain=17.3697 17.1834 14.3426 11.2853 9.82821 8.32645 7.49221 7.4537 7.04056 5.86388 8.49021 8.64095 5.62628 5.20031 5.03036 4.99561 4.87529 4.7269 4.46543 7.15894 4.39056 3.94192 3.58608 3.53482 3.53131 3.51321 3.25176 2.99081 4.6964 3.01784 threshold=725.00000000000011 5.1000000000000005 1.9000000000000001 1.7000000000000004 0.70000000000000007 1.4850000000000005 1.3050000000000008 1.9000000000000001 0.50000000000000011 1.4550000000000007 2.1000000000000005 7.5000000000000009 0.50000000000000011 3.9000000000000004 1.0000000180025095e-35 0.50000000000000011 -0.83333333333333315 3.9000000000000004 6.5000000000000009 4.9000000000000012 1.9000000000000001 1.3000000000000003 4.1000000000000005 1.3750000000000007 1.0550000000000004 0.83333333333333337 2.3000000000000003 1.1666666666666672 2.2150000000000007 3.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 6 5 16 23 17 14 15 11 -11 -8 -10 -5 21 24 20 22 -20 -4 -6 -9 -3 -1 -18 -17 28 -2 -30 right_child=27 2 7 8 9 -7 12 18 13 10 -12 -13 -14 -15 -16 26 25 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.027119162578197589 -0.0060911885438840619 0.0058732632709921264 -0.0020736093917195875 0.0051091587036978543 -0.0017827301850557372 -0.010398272092228555 -0.0094427550580919659 0.0079922115322328176 0.0036901197720530187 0.002094411647774751 -0.006791767988965882 -0.012452449003120546 -0.00012044477357526563 0.01902445404864862 0.020103567233425303 -0.0017339759385885541 -0.0051328390889952965 -0.0074519498074126439 -0.0003428502234821602 0.031063972750338835 0.017468554702330986 0.0068716300970031556 -0.0048776218708691489 0.00171778970677552 0.003703774616017853 0.0087133112764736769 -0.007343679427870356 2.9225249082012105e-05 -0.017930329982268674 0.0064226060726225746 leaf_weight=7.2685608863830558 221.1690521389246 278.37933790683746 78.96888342499733 37.887160062789917 84.645055279135704 180.52726041525602 61.469633877277374 31.943140268325806 1215.0315950065851 1190.6580976694822 117.6175322085619 37.921158358454704 1118.0704966187477 20.235545307397842 42.979282349348068 2062.524808421731 157.74035900831223 262.3975071310997 13.949780434370043 12.283823534846304 11.90724667906761 107.5559521317482 49.965129286050797 544.75926926732063 28.624360173940659 18.418318137526512 97.391072690486908 48.206762738525867 51.645559549331665 5.0253116786479941 leaf_count=22 1036 856 256 104 270 778 231 97 3435 3591 400 136 3653 58 118 7136 536 924 40 38 34 331 161 1571 94 65 453 249 314 30 internal_value=-8.34811e-05 0.000197585 0.00165575 0.00234477 -0.00114985 -0.00566309 0.000926593 -0.00330014 0.00450273 -0.000670767 0.000908252 0.00164541 -0.00060626 0.00394132 0.0130785 -0.00157449 -0.00163185 -0.00540975 0.00359146 0.0143633 0.000486946 0.00306026 0.000141443 0.00312314 0.00844555 -0.00368515 -0.00198692 -0.00686871 -0.00806554 -0.0157708 internal_weight=8197.17 7871.12 3780.23 3318.81 4090.89 392.579 2002.68 461.416 1316.13 3698.31 1346.2 1228.58 1179.54 1235.27 80.8664 2352.12 212.052 353.274 108.142 26.2336 90.8761 192.201 81.9083 823.139 35.8929 176.159 2159.92 326.047 277.84 56.6709 internal_count=27017 25388 11576 10026 13812 1495 6311 1550 3715 12317 4127 3727 3884 3493 222 8190 717 1214 336 78 290 601 258 2427 116 601 7589 1629 1380 344 is_linear=0 shrinkage=0.03 Tree=180 num_leaves=31 num_cat=0 split_feature=2 5 6 7 8 7 8 4 3 2 8 5 7 10 12 7 9 2 3 6 8 9 4 4 10 10 4 8 0 4 split_gain=16.6611 11.808 10.4369 10.3217 7.44271 7.04239 6.34022 6.2784 6.25169 6.11516 7.92387 5.65199 5.46375 5.13146 4.97093 4.51552 5.30124 4.71653 4.5094 9.78131 5.15309 4.33602 5.09822 4.28881 4.25895 4.20939 4.17511 4.00057 4.64543 3.98969 threshold=1.3 1.2050000000000007 1.7000000000000004 0.70000000000000007 4.7000000000000002 2.1000000000000005 4.1000000000000005 1.9650000000000001 0.70000000000000007 1.9000000000000001 4.5000000000000009 2.5750000000000006 1.3 -1.1666666666666663 2.9000000000000008 2.7000000000000006 3.5000000000000004 0.3000000000000001 1.1000000000000003 1.7000000000000004 6.5000000000000009 6.1000000000000005 1.3150000000000006 1.3850000000000007 0.33333333333333326 1.5000000000000004 1.6600000000000006 3.7000000000000006 475.00000000000006 1.9050000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 9 5 13 14 7 12 11 -9 -2 -11 -3 24 26 -5 17 -17 -6 19 20 -15 22 -8 -23 -4 -19 -1 -7 -29 -12 right_child=1 2 6 4 15 27 21 8 -10 10 29 -13 -14 18 -16 16 -18 25 -20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.008010051645421741 0.0024116569706463622 0.00012347158718510021 -0.0070936932995328845 -0.0014594687153446431 -0.0080114637911213905 -0.0039133741606751926 0.0093706615292287829 0.015809621243349559 0.002680153651450573 0.00022139684501905715 0.014098441294128579 -0.01293924891503192 -0.0025417210771453906 0.0010465038386589733 -0.0057659464861091851 -0.0052506951500200282 0.015537147543417716 0.00068115954326459474 -0.0075203690979855509 -0.013232156801322819 0.022044939327445136 -0.016071515539375657 -0.00068637214679024704 -0.0029155960511263851 -0.019563205538538884 -0.012031234472316531 -0.016136594747699656 0.013174333394728727 0.0041173896004114002 0.0063995281098669296 leaf_weight=41.768206670880318 674.86847089231014 1793.7911829054356 62.444294616580009 1990.5418293178082 59.963690161705017 31.421235829591751 51.823134243488312 34.614113360643387 572.21408013999462 99.809525161981583 121.67525111138821 30.314811646938324 116.77672451734543 100.2852383852005 274.49862958490849 15.865443676710127 36.306951403617859 1955.5175231993198 395.02753546833992 45.600784361362457 11.750476896762846 27.879663750529289 364.03171598911285 111.46703492105007 40.731615886092186 23.727077811956406 7.6204027831554404 81.941257134079933 134.84411466121674 120.64555707573891 leaf_count=127 1852 5051 192 5629 173 85 148 107 1664 280 352 108 331 279 885 43 98 5449 1311 133 32 89 1020 336 129 66 23 228 393 404 internal_value=-0.000101211 0.00122673 0.000390219 -0.00129868 -0.00078985 0.00127722 -0.00267549 0.000785743 0.00342907 0.004068 0.00733523 -9.36177e-05 -0.00698612 -0.00498057 -0.00198137 0.000500606 0.00921564 0.000277635 -0.00580852 -0.00151874 0.00324885 -0.000967767 0.000566919 -0.00554775 -0.0120164 0.000528764 0.00428435 0.00609075 0.00754076 0.0102653 internal_weight=9429.77 4471.29 3454.29 4958.47 4356.42 2679.14 775.154 2430.93 606.828 1017 342.13 1824.11 219.953 602.053 2265.04 2091.38 52.1724 2039.21 552.664 157.636 112.036 555.202 415.855 139.347 103.176 1979.24 49.3886 248.207 216.785 242.321 internal_count=27017 12769 9881 14248 12343 7636 2245 6930 1771 2888 1036 5159 652 1905 6514 5829 141 5688 1755 444 311 1593 1168 425 321 5515 150 706 621 756 is_linear=0 shrinkage=0.03 Tree=181 num_leaves=16 num_cat=0 split_feature=6 2 9 8 8 7 9 13 4 4 2 9 0 12 5 split_gain=2.10296 2.34586 2.3918 2.32437 2.97797 2.71969 1.98864 4.19685 2.36268 1.91618 1.88434 1.85177 1.6485 1.04317 0.208381 threshold=1.0000000180025095e-35 3.7000000000000006 10.500000000000002 8.7000000000000011 9.1000000000000014 1.3 3.7000000000000006 1.1000000000000003 2.7950000000000004 1.7000000000000004 1.1000000000000003 5.9000000000000012 575.00000000000011 5.700000000000002 1.5550000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 6 10 -6 7 -2 -8 -1 -5 12 -3 -14 -11 right_child=1 11 -4 4 5 -7 8 -9 -10 14 -12 -13 13 -15 -16 leaf_value=-0.00072607394280400331 0.017162188017942451 0.0071129381424594263 0.017093370194036436 0.002102117923251177 0.0069451193835698586 -0.0089408757633731312 4.8083427316105616e-05 0.0011808367929197897 0.012756253208516257 -0.014982646632731359 -0.017975219149764653 -0.023569026697658101 -0.022695211789784859 -0.0016045655063199789 -0.024547809294174407 leaf_weight=9.2915550917387026 14.959511548280714 6.6598683297634151 7.599582001566886 5.3785052001476314 21.278397887945175 17.823368392884731 6080.2781926542521 1297.5381626486778 13.195396706461905 3.5541003197431547 19.318048626184464 6.1582457721233359 4.5129451528191549 3.9650977104902267 4.8430144935846329 leaf_count=34 54 32 29 21 89 89 21789 4604 55 20 95 34 30 20 22 internal_value=0.000219063 0.000243434 0.000271752 0.000254638 -0.00544709 -0.000296035 0.000303755 0.00136299 7.56029e-05 -0.0101128 -0.0136027 -0.00969927 -0.00405692 -0.0128313 -0.0204993 internal_weight=7516.35 7498.67 7477.37 7469.77 63.7983 39.1018 7405.97 1312.5 6093.47 17.6887 24.6966 21.2962 15.1379 8.47804 8.39711 internal_count=27017 26941 26825 26796 294 178 26502 4658 21844 76 116 116 82 50 42 is_linear=0 shrinkage=0.03 Tree=182 num_leaves=31 num_cat=0 split_feature=6 5 2 9 2 3 9 0 7 10 8 7 8 0 0 11 4 9 9 11 3 4 6 11 10 8 10 11 6 0 split_gain=16.4224 14.6397 8.03759 7.29395 6.54983 10.6984 6.11927 5.75166 5.68217 5.97021 9.37721 5.09479 5.06792 4.92753 6.82283 7.07848 5.11155 4.76257 4.57545 4.28129 4.73773 3.90187 3.8263 4.02793 3.51354 3.48403 3.31598 3.19086 3.13742 2.97566 threshold=0.90000000000000013 1.7400000000000007 0.70000000000000007 2.9000000000000004 2.1000000000000005 3.1000000000000005 5.1000000000000005 875.00000000000011 0.3000000000000001 -0.33333333333333309 3.1000000000000005 1.7000000000000004 6.1000000000000005 200.00000000000003 350.00000000000006 -1.8333333333333328 2.1350000000000011 4.3000000000000016 8.5000000000000018 2.1666666666666674 3.1000000000000005 1.3550000000000006 2.3000000000000003 -0.33333333333333331 -0.33333333333333331 5.7000000000000002 -0.66666666666666663 1.5000000000000004 1.0000000180025095e-35 200.00000000000003 decision_type=2 2 2 2 2 2 2 2 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 25 8 18 19 11 24 10 -10 17 -11 22 16 -16 -15 -4 28 20 21 -3 23 -8 -5 26 -1 -13 -6 -28 right_child=1 6 7 4 5 -7 13 -9 9 12 -12 27 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.021395381935224791 0.0024183130235766971 0.0028953590425141104 -0.0016825885778629273 -0.00078133043827335815 0.012839260653635673 0.029885199709801479 -0.0086361304910485825 -0.0095528004968177729 0.013990144766872301 -0.0023562519248410416 -0.00059843589698820791 -0.0027600896688158823 -0.008750961832008939 0.010024458738637585 0.016800574164121892 0.0029180389719828527 -0.010325511776908398 0.00090603550306257578 0.014594672375995609 -0.014170527803665978 0.011998491244222821 -0.0031626748370190715 0.015416922343011103 0.0012782129840321133 0.020113159898696019 -0.023005804615009881 0.014712022534159137 0.0057446311113380473 -0.0087724530237894057 -0.0075021935014318725 leaf_weight=12.578379034996031 823.82084558904171 174.19652456045151 991.2537550330162 12.349030464887621 6.1949979215860358 7.0539231896400443 53.371301233768463 67.026684574782848 42.795960247516632 551.76071660220623 540.17211039364338 1041.700701624155 139.801245264709 235.4752541333437 34.354087755084038 874.54255114495754 11.658832207322119 1803.3689431846142 8.1398403793573362 18.827813610434532 29.715354710817337 212.3084380030632 12.478181630372999 119.3604853451252 17.517811432480812 19.560167394578457 6.5875178575515738 41.276822686195374 250.61347602307796 30.807273000478745 leaf_count=49 2500 484 3367 37 29 21 153 365 133 1857 1899 3747 540 654 98 2493 40 5735 29 53 82 653 35 338 53 95 25 142 1186 125 internal_value=-8.45053e-05 0.000589152 -0.000276832 -0.00276318 -0.00234375 -0.00657844 0.00291389 -0.000839703 -0.0014607 -0.0017638 0.000472519 -0.000689092 -0.00364896 0.00391672 0.00464455 0.00344277 0.00906443 -1.21505e-05 -0.00754924 -0.000177823 0.00045514 -0.000432339 -0.000626199 -0.00178516 0.0114739 -0.0122721 -0.00807084 -0.00243594 -0.00825111 -0.00358891 internal_weight=8190.67 6544.74 4768.45 1645.93 1576.4 272.002 1776.29 3944.63 1304.4 1274.53 582.968 3877.6 691.562 1341.24 1156.03 908.897 247.134 2794.62 264.948 435.048 416.22 386.505 185.21 172.732 29.8668 69.5333 49.9732 1082.98 256.808 37.3948 internal_count=27017 20939 15856 6078 5784 1265 5083 13356 4519 4429 2032 12991 2397 3811 3285 2591 694 9102 1244 1272 1219 1137 526 491 90 294 199 3889 1215 150 is_linear=0 shrinkage=0.03 Tree=183 num_leaves=31 num_cat=0 split_feature=0 9 6 2 5 8 12 7 2 4 9 6 7 4 10 3 4 6 11 5 9 10 10 13 13 6 9 11 8 9 split_gain=15.8902 15.0256 12.5417 11.9931 7.47331 7.11153 6.75208 6.33051 6.175 5.33732 5.16254 6.2284 4.80372 7.63038 3.97214 4.304 3.72176 3.69044 3.31011 3.24957 3.89964 3.50077 3.8129 3.45598 3.87957 3.55908 3.43149 4.81351 3.29839 5.42199 threshold=725.00000000000011 6.3000000000000016 1.7000000000000004 1.5000000000000002 0.7150000000000003 4.9000000000000012 3.1000000000000005 0.70000000000000007 2.7000000000000006 2.4350000000000009 4.9000000000000012 2.3000000000000003 0.50000000000000011 2.1050000000000009 -2.1666666666666656 2.7000000000000006 0.75500000000000023 1.1000000000000003 1.0000000180025095e-35 1.2550000000000006 2.3000000000000003 -1.4999999999999996 1.1666666666666672 1.7000000000000004 1.5000000000000002 0.90000000000000013 6.5000000000000009 1.0000000180025095e-35 5.9000000000000012 4.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 -1 -7 -6 10 16 -12 13 -3 18 -16 -4 -17 -14 20 -2 26 23 24 -23 -25 27 -21 -24 -30 right_child=19 12 9 4 8 7 -8 -9 -10 -11 11 -13 14 -15 15 17 -18 -19 -20 21 -22 22 28 25 -26 -27 -28 -29 29 -31 leaf_value=-0.00073664663274315137 -0.011493034004933653 -0.010590988200065637 -0.010132551816558861 0.021215564985508889 0.0021478489474423806 -0.0037646767646987551 -0.0066857773948560024 0.002143527927486118 0.008215619523839035 0.023191106726879147 -0.0021300231766098704 -0.0080596133527552037 -0.00090970874678992207 0.01614832764278017 -0.0022753716646200864 -0.00037824344465793239 -0.00045013893163145947 -0.012615147651646369 0.025575957898214517 -0.0084404834696604533 0.010339902416885328 0.0049357786601330108 -0.0097352869232084169 0.013522177068334995 -0.010283349920036149 0.0053081776937917184 -0.017755515309687431 0.014198804946817229 -0.019935437780801101 0.010084233095048148 leaf_weight=1679.0506561845541 7.8291261196136466 123.34599751234055 36.768244564533234 19.830153301358223 1661.5297324806452 186.02707432210445 191.25947892665863 1331.2247684895992 166.02917723357677 7.6676798760890952 565.76884183287621 221.98323321342468 8.8172358274459857 10.415868043899534 1309.4969435036182 32.686325997114182 1264.3675355017185 69.012472972273827 8.1929098367691022 20.923280447721481 123.61287468671799 50.499065220355988 28.014882504940033 70.381360307335854 21.489547789096832 145.87630167603493 12.215623736381529 14.181121960282324 6.7482214272022238 27.405637472867966 leaf_count=4685 24 428 105 57 4628 548 603 3650 503 23 1642 654 26 29 3863 111 3544 264 25 61 424 146 81 222 62 425 35 43 22 84 internal_value=-0.000100479 -0.000400992 0.000168176 0.00095341 0.00289785 -0.000106979 -0.00134501 0.00141914 0.00269909 -0.0017925 -0.00188421 -0.00380094 -0.00307253 -0.00850883 -0.00256338 -0.00273708 -0.00072375 -0.00868217 0.0118471 0.00495003 0.00903946 0.00359856 0.00463284 0.00608616 0.000392669 0.00798144 -0.00406049 0.000705108 -0.00210551 0.00415286 internal_weight=9422.65 8893.47 7331.51 5234.95 1847.39 3387.56 1870.31 1517.25 1827.56 2096.56 2088.89 787.752 1561.97 133.762 1428.21 1411.2 1301.14 101.699 17.0101 529.177 131.442 397.735 350.415 288.246 71.9886 216.258 47.32 35.1044 62.1687 34.1539 internal_count=27017 25388 20642 14674 5188 9486 5288 4198 5131 5968 5945 2296 4746 457 4289 4238 3649 375 51 1629 448 1181 1042 855 208 647 139 104 187 106 is_linear=0 shrinkage=0.03 Tree=184 num_leaves=17 num_cat=0 split_feature=6 2 9 8 8 2 10 2 7 6 4 4 9 5 5 4 split_gain=2.02462 2.25403 2.28574 2.22351 2.90032 2.69807 1.94557 3.31962 2.18589 1.89396 1.87348 1.842 1.44935 0.221605 0.20765 0.0029015 threshold=1.0000000180025095e-35 3.7000000000000006 10.500000000000002 8.7000000000000011 9.1000000000000014 2.3000000000000003 1.5000000000000004 1.7000000000000004 1.0000000180025095e-35 1.1000000000000003 1.7000000000000004 2.8450000000000011 4.1000000000000005 1.3850000000000005 1.5550000000000008 2.5050000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 6 9 -6 8 -8 -2 -5 -1 12 -3 -14 -12 -15 right_child=1 11 -4 4 5 -7 7 -9 -10 -11 14 -13 13 15 -16 -17 leaf_value=-0.00071163920219408192 -0.0090713368515384658 0.0010912688956737832 0.016647793448255052 -0.021611250454396561 -0.0050193657323991973 0.012812275783240273 0.0058792470345530356 -3.9605012235705455e-05 0.00022307251728837665 -0.0049095248797885556 -0.014807406253836388 0.0041466690187187951 -0.014621518097267257 -0.024137074171823165 -0.02442831326559583 -0.02295442792514571 leaf_weight=9.2867621183395404 22.847329556941986 3.6669744253158596 7.6613936722278586 12.48754369467497 28.628814876079559 10.415100708603857 148.89598886668682 199.61092537641525 7034.5769013911486 11.966312393546103 3.5065532177686674 6.2316558957099906 3.6965073123574239 4.0591888874769211 4.7594491839408875 3.4572131484746933 leaf_count=34 87 21 29 64 126 52 505 782 25128 52 20 29 25 20 22 21 internal_value=0.000218446 0.000242269 0.000269908 0.000253109 -0.00533684 -0.000262713 0.000301037 0.00248916 0.000192983 -0.0134384 -0.00995838 -0.00954651 -0.0152812 -0.0206355 -0.020347 -0.0235931 internal_weight=7515.75 7498.2 7477.09 7469.43 63.4978 39.0439 7405.93 348.507 7057.42 24.4539 17.5528 21.1115 14.8799 11.2129 8.266 7.5164 internal_count=27017 26941 26825 26796 294 178 26502 1287 25215 116 76 116 87 66 42 41 is_linear=0 shrinkage=0.03 Tree=185 num_leaves=31 num_cat=0 split_feature=0 7 3 6 9 5 3 8 11 2 10 2 4 11 4 4 12 4 9 11 2 13 2 3 10 3 10 4 5 4 split_gain=15.946 15.6925 13.9773 10.5519 9.25031 7.25771 6.58842 8.10277 5.8152 7.2923 5.40075 6.73058 5.15303 5.91231 4.99752 4.58335 4.52271 4.5122 4.22456 3.82241 3.7743 3.76124 3.61672 3.55565 2.99143 2.97673 2.9349 4.6362 2.86021 2.76956 threshold=725.00000000000011 0.90000000000000013 1.1000000000000003 0.90000000000000013 5.7000000000000002 1.5650000000000006 2.5000000000000004 6.5000000000000009 -1.8333333333333328 1.9000000000000001 -1.4999999999999996 2.7000000000000006 1.0950000000000009 -0.83333333333333315 2.0750000000000006 1.2750000000000006 4.700000000000002 1.7000000000000004 2.9000000000000004 -1.8333333333333328 0.90000000000000013 2.7000000000000006 1.7000000000000004 1.7000000000000004 -1.1666666666666663 3.7000000000000006 1.1666666666666672 2.0350000000000006 1.3950000000000007 2.0650000000000008 decision_type=2 2 2 2 2 2 2 2 2 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 19 6 10 12 14 16 9 -7 22 -12 13 -5 18 28 -8 -10 -3 -1 -14 -21 -4 -16 -23 -17 27 -2 -6 -28 right_child=26 3 4 5 15 8 7 -9 17 -11 11 -13 20 -15 23 25 -18 -19 -20 21 -22 24 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.018704782056282957 -0.0050690275637818765 -0.012076753309642743 -0.013565198099846854 0.0082020475131645669 0.021497931459968783 0.014900386246515089 0.006057448013274693 -0.01604667871013872 0.0019072835684019458 -0.012431716594413538 0.0028021859102132919 -0.017869559644853306 0.00058072825105323536 0.00022627515901374936 -0.015260824708372927 0.0043796369134797234 0.026397147123661108 -0.0019251218661607392 -0.0027869749492461277 -0.0030656375230457022 -0.0022580055743435783 -0.014162017217598554 0.0065331289008633978 -0.0012491883520307904 0.0060486378619526993 0.018125713458927863 -0.0067158103606029702 -0.013345200101062544 0.0091170926786836304 0.0077305503086318346 leaf_weight=8.1383812427520734 183.39129516482353 46.319262444972992 32.107667043805122 99.556775361299515 18.310885518789291 53.22074992954731 37.407489478588104 11.953992024064062 1429.0379509329796 10.522362917661665 761.91334591805935 14.444322794675825 555.28289486467838 523.45823167264462 55.215619400143623 422.24074251949787 13.350521147251127 342.82710766792297 901.98406217992306 447.53480263054371 1750.0181671977043 7.2834503054618827 10.758212462067602 23.127081379294395 69.341138005256653 14.670917630195616 24.828821808099747 91.218466594815254 202.64964431524277 23.014436975121498 leaf_count=27 830 188 97 301 52 152 105 38 4077 33 2278 60 1776 1639 307 1206 38 1134 3205 1486 6229 22 35 93 210 42 117 550 558 132 internal_value=-8.49113e-05 0.000183241 0.00247068 -0.000602022 0.00397269 7.07988e-06 -0.00326571 0.00617406 0.00148604 0.0103886 0.00184522 0.00241758 -0.000920006 0.00150079 -0.00384234 0.00662196 0.0114073 0.00116578 -0.00324073 -0.00169732 -0.00157423 -0.0020141 -0.00852104 -0.0111245 0.00412754 0.00484121 -0.00662352 -0.00781816 0.0101431 0.000233442 internal_weight=8185.13 7862.68 2009.39 5853.28 1477.1 4763.92 1089.36 62.712 1835.61 63.7431 819.224 776.358 2928.32 623.015 1026.65 657.872 50.758 1771.87 948.303 532.298 2305.3 524.159 42.8659 78.3427 76.6246 436.912 322.453 274.61 220.961 47.8433 internal_count=27017 25388 6073 19315 4328 15341 3974 181 5396 185 2470 2338 9945 1940 3793 1858 143 5211 3393 1745 8005 1718 132 400 232 1248 1629 1380 610 249 is_linear=0 shrinkage=0.03 Tree=186 num_leaves=31 num_cat=0 split_feature=6 5 0 2 4 5 4 5 8 10 2 13 7 13 7 7 3 12 5 10 4 10 8 2 9 5 3 7 5 5 split_gain=15.1436 13.7435 9.09431 8.45025 6.42666 6.40577 6.13265 5.88712 6.02887 5.80297 6.72116 6.42471 5.46535 5.20122 4.81481 4.80708 4.85438 4.70723 4.69638 3.97191 5.11571 3.88372 3.86014 5.20293 5.05507 3.76161 6.53235 3.86503 3.40657 3.37091 threshold=0.90000000000000013 1.9250000000000003 525.00000000000011 1.5000000000000002 1.9900000000000002 1.2050000000000007 2.3450000000000011 1.3950000000000007 3.7000000000000006 -0.49999999999999994 0.90000000000000013 4.7000000000000011 2.1000000000000005 1.7000000000000004 0.70000000000000007 0.3000000000000001 2.9000000000000004 2.3000000000000007 2.1350000000000011 2.1666666666666674 2.3250000000000006 1.0000000180025095e-35 4.7000000000000002 1.9000000000000001 4.1000000000000005 1.9900000000000007 2.7000000000000006 1.1000000000000003 1.6100000000000005 1.6050000000000004 decision_type=2 2 2 2 2 2 2 2 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 4 9 18 22 12 -4 21 10 -2 -12 -7 17 -3 -11 -17 -10 25 20 -16 28 24 -24 -5 26 -1 -27 -9 -8 right_child=1 14 7 5 -6 6 29 8 13 15 11 -13 -14 -15 19 16 -18 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31 leaf_value=0.00020062557255701068 -0.0018734503622521406 -0.0083067659395489029 0.0075848664758562633 0.0052297547370760882 0.0061976189711322929 -0.00077325486340694763 0.0032392601122479799 -0.027487059270264104 -0.013756227998485039 -0.012027722450873428 0.0029885883669560059 -0.012027706493515394 0.0050685330189221165 0.0068283045265741657 -0.0032782748440043363 -0.0015121114925503662 -0.02227181671246091 0.001579027439390751 -0.0084636417691256391 -0.022838169064007621 0.010829283445342709 0.0027608360942342125 0.0028012606699434456 0.010742406049760744 -0.0038147140197406899 0.0010984791555885632 -0.021392687583694361 0.01916169036656953 -0.0062832918778517191 0.016049094923189618 leaf_weight=1065.4286656677723 549.45273266732693 202.2073886692524 351.90291354060173 125.77352875471115 164.2204008102417 1255.428488612175 43.702317297458649 11.367632150650026 20.44440770149231 40.176941871643066 743.07180082798004 26.559675872325897 162.82905045151711 205.32359345257282 658.18486270308495 3013.0602557957172 10.171803668141363 151.57768552005291 57.963966771960258 9.0044932067394239 23.976404577493668 18.975073829293251 162.58453020453453 136.67713341116905 99.705916076898575 24.510615602135658 12.759800583124159 18.86811625957489 17.042907014489174 32.045597791671753 leaf_count=2929 1557 752 1061 343 486 3492 141 32 57 121 2066 73 448 598 2124 8462 34 442 195 27 67 55 452 414 272 77 39 54 53 94 internal_value=-0.000100617 -0.0007493 0.002131 -0.000262832 0.000637353 0.00134316 0.000341635 0.00471534 0.00233785 -0.00100261 0.000660997 0.00247038 -0.000102564 0.00360444 -0.00423496 -0.00171896 -0.00158196 -0.00024353 -0.000136776 -0.00304371 -0.00278243 -0.00774837 0.00419464 0.0064281 0.00123033 0.000293567 -5.49201e-05 0.0089553 -0.0147673 0.00865854 internal_weight=9415 7294.61 2120.39 6401.24 1343.75 2018.75 1494.01 776.634 424.731 4382.49 1319.08 769.631 1418.26 377.346 893.373 3063.41 3023.23 172.022 1179.53 691.166 682.161 47.3856 524.741 299.262 225.479 1121.57 1078.19 43.3787 28.4105 75.7479 internal_count=27017 20939 6078 17969 3780 5656 4175 2298 1237 12313 3696 2139 3940 1097 2970 8617 8496 499 3294 2218 2191 140 1481 866 615 3099 2968 131 85 235 is_linear=0 shrinkage=0.03 Tree=187 num_leaves=27 num_cat=0 split_feature=9 13 5 5 2 0 4 11 13 9 10 7 2 4 11 4 9 12 5 4 8 7 7 11 11 3 split_gain=1.96488 5.85238 5.47358 3.50049 5.74688 7.67167 4.85713 4.10146 3.67616 3.9144 3.45643 3.15249 2.78611 2.66298 4.06238 3.67396 2.89649 3.42981 3.01801 2.66197 2.54028 2.50812 2.41653 5.89955 2.13645 0.650362 threshold=3.7000000000000006 1.1000000000000003 1.1550000000000007 1.2050000000000007 1.3 475.00000000000006 2.0950000000000011 0.33333333333333326 5.3000000000000016 1.9000000000000001 0.50000000000000022 1.5000000000000002 3.9000000000000004 2.7950000000000004 0.33333333333333326 2.3450000000000011 5.3000000000000016 3.3000000000000007 1.1850000000000007 0.90000000000000036 7.9000000000000012 1.5000000000000002 1.0000000180025095e-35 -0.83333333333333315 2.1666666666666674 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 7 11 -7 19 9 -5 -11 -6 13 15 -15 22 18 -18 -17 -3 -16 -9 23 -2 -24 -14 right_child=12 3 -4 8 5 6 -8 21 -10 10 -12 -13 25 14 20 16 17 -19 -20 -21 -22 -23 24 -25 -26 -27 leaf_value=0.041453883278737204 0.018042593132319849 -0.0041780208602125316 0.0055568254159542186 0.025726474796662045 -0.0045659041581194793 -0.0010784675733908563 0.016656336761079357 0.0014162722812021641 -0.016861506459423158 0.0012115095488425254 0.0060357897453980373 -0.014085700648886109 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threshold=725.00000000000011 1.7000000000000004 5.1000000000000005 1.3 0.70000000000000007 1.4850000000000005 1.3050000000000008 1.3750000000000007 1.4550000000000007 7.5000000000000009 1.7000000000000004 6.5000000000000009 2.9000000000000004 1.4550000000000007 1.7000000000000004 3.9000000000000004 1.2550000000000006 1.5350000000000008 6.3000000000000016 -1.8333333333333328 2.5000000000000004 4.3000000000000016 0.50000000000000011 525.00000000000011 3.9000000000000004 1.1450000000000007 1.1666666666666672 2.2150000000000007 3.7000000000000006 0.33333333333333326 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 6 5 21 7 -4 14 -10 12 18 19 20 -6 -15 25 -18 23 -3 -5 -1 -8 -12 -21 -13 27 29 -29 -2 right_child=26 10 3 13 8 -7 22 -9 9 -11 11 16 -14 15 -16 -17 17 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0041987676317864009 -0.003826622486998985 -0.013822107577922394 0.0070943476422046063 0.0041927245657740527 0.017307090350678025 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83.600570783019066 628.74739493429661 137.7482174038887 887.75569862127304 9.0596826076507551 47.841195359826088 49.842766642570496 4.9572788327932349 49.826314568519592 leaf_count=249 792 111 620 2407 42 538 138 792 3008 107 1366 36 116 2544 5436 25 74 43 51 1004 557 282 2082 454 3280 26 249 314 30 244 internal_value=-8.51868e-05 0.000174612 0.000904562 0.00235254 -0.000601929 -0.0050084 0.000202069 0.00291405 -0.00012218 0.00169609 -0.00217688 9.86693e-05 -0.00332864 0.0036309 -0.00130241 0.00185933 0.0105072 0.00483122 -0.00101842 -0.00306063 0.00505751 -0.000531761 -0.00174171 -0.000592902 -0.00280048 0.0206187 -0.00646167 -0.00763913 -0.0153996 -0.00568428 internal_weight=8178.9 7858.71 5997.09 3057.93 2939.16 288.579 1140.08 475.981 2650.58 1043.28 1861.62 625.601 1236.01 1917.85 1607.3 855.498 60.6345 38.8348 564.967 1214.32 1062.36 160.529 664.095 548.589 1185.66 21.7997 320.189 272.348 54.8 217.548 internal_count=27017 25388 18827 9165 9662 1069 3632 1412 8593 3115 6561 2050 4511 5533 5478 2569 179 117 1871 4395 2964 531 2220 1820 4284 62 1629 1380 344 1036 is_linear=0 shrinkage=0.03 Tree=189 num_leaves=31 num_cat=0 split_feature=8 7 2 7 13 3 6 6 0 3 9 6 11 0 8 12 5 5 9 13 9 5 4 5 5 10 8 11 5 4 split_gain=14.6524 17.0186 9.59672 7.99566 9.39033 7.80325 7.78454 7.6665 6.59838 5.84348 5.69278 5.52972 5.2816 5.17624 5.01953 4.75027 5.36087 4.57966 4.57737 5.03636 4.49384 7.13409 5.3006 4.07808 4.02755 3.94955 5.06006 3.7432 4.04774 3.60468 threshold=4.7000000000000002 0.90000000000000013 2.7000000000000006 1.5000000000000002 2.3000000000000007 2.7000000000000006 0.70000000000000007 2.3000000000000003 525.00000000000011 2.5000000000000004 8.9000000000000021 0.70000000000000007 1.8333333333333337 875.00000000000011 6.7000000000000002 5.3000000000000016 1.2350000000000008 1.4350000000000007 6.3000000000000016 3.3000000000000007 4.7000000000000002 1.8250000000000002 1.6850000000000005 1.1450000000000007 1.3750000000000007 -0.83333333333333315 3.1000000000000005 -1.8333333333333328 1.8600000000000005 1.2050000000000007 decision_type=2 2 2 2 2 2 2 2 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 9 8 12 24 10 17 13 11 -3 -4 18 27 16 -16 -5 19 -1 21 -9 -22 -6 -2 26 -11 -8 -29 -10 right_child=1 2 5 4 23 -7 14 20 29 25 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0010568870506672797 0.0095979169579667092 0.0050518913071935503 0.010259685914149492 -0.0041033434507091729 0.0024414730835498623 -0.02301727067199345 -0.015477218354507719 -0.0012351396597886054 0.0061713966841659088 -0.021272282610874618 -0.01248368314578752 0.0015691202327342807 -0.014901588989333978 0.010061288365385272 0.010975819205488208 0.023265896890925623 -0.0022106399516221096 0.016256699455008967 -0.0050295291060030644 -0.0058248471185138959 -0.01098156813535381 0.030586311471659751 0.0040499294471356964 -0.0010809388163172714 0.00027940241321946916 -0.0095453366748118086 0.0093407075609937724 -0.0027087921349129283 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-0.00219546 -0.00159413 -0.00357507 0.000545575 -0.0076319 -0.000221725 0.00351688 -0.00762905 0.00263812 -0.00424861 -0.00387652 0.023886 internal_weight=9407.37 5108.66 3917.57 4298.72 1669.29 208.385 1191.09 3709.18 65.3278 2629.43 3467.24 3442.82 201.421 2448.76 1006.97 200.643 192.336 41.311 2417.35 1994.22 241.941 120.026 121.914 1603.96 184.119 180.667 28.4164 806.328 780.465 24.0169 internal_count=27017 14597 11074 12420 4613 667 3523 10407 180 7807 9723 9650 647 7125 2989 584 560 113 7032 5708 684 333 351 4433 534 682 105 2405 2323 67 is_linear=0 shrinkage=0.03 Tree=190 num_leaves=16 num_cat=0 split_feature=6 2 9 8 8 7 10 9 7 11 9 4 0 12 5 split_gain=1.95712 2.08338 2.19499 2.12715 2.82099 2.6151 1.88918 3.30705 2.04647 1.87145 1.83248 1.82787 1.61005 1.03146 0.207693 threshold=1.0000000180025095e-35 3.7000000000000006 10.500000000000002 8.7000000000000011 9.1000000000000014 1.3 1.5000000000000004 6.9000000000000012 1.0000000180025095e-35 -0.66666666666666663 5.9000000000000012 1.7000000000000004 575.00000000000011 5.700000000000002 1.5550000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 6 9 -6 8 -8 -2 -5 12 -1 -3 -14 -13 right_child=1 10 -4 4 5 -7 7 -9 -10 -11 -12 14 13 -15 -16 leaf_value=-0.00072849800702990851 -0.0088148175917047433 0.0074156892693854112 0.016266847065534735 -0.00086641043169263918 0.0068386956276514765 -0.0087676507583189338 0.0013741297998875726 0.010353670835183862 0.00022164744674811672 -0.018883569147126328 -0.023382399479783836 -0.014626088205969773 -0.022555926868256714 -0.0013208953460892563 -0.024320908318696436 leaf_weight=9.2898732125759143 22.627989903092384 6.6016997992992428 7.7107990682125083 7.5342382267117527 21.319943562150002 17.674364320933819 306.70438209176064 41.962940990924835 7033.8619149252772 16.665699049830437 5.9062907174229613 3.4579743891954404 4.3300222158431989 3.9246050417423248 4.6808723658323288 leaf_count=34 87 32 29 35 89 89 1135 152 25128 81 34 20 30 20 22 internal_value=0.000219229 0.000242574 0.000268929 0.000252412 -0.00522829 -0.000234959 0.000299183 0.00245484 0.00019267 -0.0132742 -0.00924733 -0.00982214 -0.00362778 -0.0124599 -0.0202018 internal_weight=7514.25 7496.82 7476.06 7468.35 63.1942 38.9943 7405.16 348.667 7056.49 24.1999 20.7626 17.4287 14.8563 8.25463 8.13885 internal_count=27017 26941 26825 26796 294 178 26502 1287 25215 116 116 76 82 50 42 is_linear=0 shrinkage=0.03 Tree=191 num_leaves=31 num_cat=0 split_feature=0 7 3 6 9 5 3 4 9 10 11 2 10 2 4 11 4 4 10 2 11 13 2 2 10 12 10 4 10 4 split_gain=14.3328 14.4576 13.0205 9.69392 8.48198 6.57853 6.19656 6.29441 5.91882 7.69983 5.53724 6.98764 5.16945 6.39688 4.79089 5.63759 4.30844 4.1906 4.07106 3.69797 3.65883 3.56923 3.53246 3.51091 2.86862 2.81114 2.72659 4.50322 3.03668 4.91194 threshold=725.00000000000011 0.90000000000000013 1.1000000000000003 0.90000000000000013 5.7000000000000002 1.5650000000000006 1.3 2.0850000000000013 4.1000000000000005 -0.33333333333333309 -1.8333333333333328 1.9000000000000001 -1.4999999999999996 2.7000000000000006 1.0950000000000009 -0.83333333333333315 1.2750000000000006 1.7000000000000004 -1.0000000180025095e-35 2.1000000000000005 -1.8333333333333328 2.7000000000000006 0.90000000000000013 1.7000000000000004 -1.1666666666666663 2.1000000000000005 1.1666666666666672 1.9650000000000001 0.33333333333333326 1.8550000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 20 6 12 14 7 19 18 -10 11 -7 23 -14 15 -5 -6 -12 -8 -3 -1 -22 -16 -4 -23 -18 27 28 29 -2 right_child=26 3 4 5 16 10 8 -9 9 -11 17 -13 13 -15 22 -17 25 -19 -20 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.018234102274058032 -0.0050108370301583183 -0.0037647684731966758 -0.013371951220637508 0.0079773662951029382 0.0097642745065820991 0.014484118128908589 -0.013988305096224321 -0.017820971998511514 0.0052026531891167785 -0.0028577399734859865 0.0018047234010621291 -0.012304958458812748 0.0027060215542849897 -0.017601469138115968 0.00056453670743541302 0.00019938733643371835 -0.008174627768078882 -0.0018904480049398167 -0.0021543475669961692 -0.012701379776188413 -0.0030010461249225483 -0.013955144695671134 -0.0021822854275511095 0.0064344844537576667 0.0058754229077470563 0.0050755223243365497 0.0002810357017947097 -0.012345293761231326 -0.01197646689538568 0.010132951902463584 leaf_weight=8.1896906793117505 104.64819054305553 464.73811574280262 31.974050223827362 99.863722860813141 220.85023787617683 53.352475240826607 45.503399878740311 34.417745783925056 190.69114980101585 242.05458669364452 1429.7508172094822 10.485300213098524 762.29417273402214 14.220854610204695 555.38415512442589 523.64443485438824 14.920117467641829 342.35736909508705 61.556339368224144 45.778580576181412 446.70040200650692 7.2499984204769126 1746.1685012280941 10.767071828246115 69.500262871384621 422.02386444807053 47.765752159059048 105.21151574701071 37.003980338573456 23.628893837332726 leaf_count=27 446 1716 97 301 610 152 168 206 624 810 4077 33 2278 60 1776 1639 42 1134 234 216 1486 22 6229 35 210 1206 249 642 171 121 internal_value=-8.55739e-05 0.000167319 0.00236303 -0.000587163 0.0038121 -4.03432e-06 -0.00314656 -0.00540329 -0.000868384 0.000694105 0.00140355 0.010084 0.00177503 0.00233412 -0.000887519 0.00144514 0.0063492 0.00109085 -0.00718411 -0.00456612 -0.00166291 -0.00197421 -0.00151945 -0.00838244 0.00400218 0.00462308 -0.00632682 -0.00749369 -0.00440535 -0.00222132 internal_weight=8172.7 7854.44 2008.69 5845.75 1477.05 4761.01 1084.74 544.934 539.805 432.746 1835.95 63.8378 819.256 776.515 2925.06 623.508 657.794 1772.11 107.06 510.517 531.64 523.451 2301.55 42.7411 76.7503 436.944 318.258 270.493 165.281 128.277 internal_count=27017 25388 6073 19315 4328 15341 3974 2138 1836 1434 5396 185 2470 2338 9945 1940 1858 5211 402 1932 1745 1718 8005 132 232 1248 1629 1380 738 567 is_linear=0 shrinkage=0.03 Tree=192 num_leaves=31 num_cat=0 split_feature=8 7 2 7 13 3 6 6 0 5 7 5 9 11 8 12 5 5 9 5 4 5 5 11 5 9 10 11 11 5 split_gain=13.9271 16.1152 9.15237 7.61647 8.96174 7.50127 7.44214 7.33289 6.35705 5.6848 5.61039 5.42678 5.26044 5.08225 4.81488 4.53924 5.12311 4.40196 4.32012 6.80715 5.09126 3.95343 5.98567 5.24798 3.85619 3.71004 6.33524 5.62403 3.59518 3.85553 threshold=4.7000000000000002 0.90000000000000013 2.7000000000000006 1.5000000000000002 2.3000000000000007 2.7000000000000006 0.70000000000000007 2.3000000000000003 525.00000000000011 2.305000000000001 2.5000000000000004 1.0750000000000008 8.9000000000000021 1.8333333333333337 6.7000000000000002 5.3000000000000016 1.2350000000000008 1.4350000000000007 4.7000000000000002 1.8250000000000002 1.6850000000000005 0.99000000000000021 0.97000000000000031 -0.83333333333333315 1.3750000000000007 4.9000000000000012 -1.1666666666666663 -1.1666666666666663 -1.8333333333333328 1.8600000000000005 decision_type=2 2 2 2 2 2 2 2 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 9 8 13 24 10 17 25 12 -12 -3 -4 28 16 -16 -5 19 -9 -20 22 23 -6 -2 26 27 -1 -8 -30 right_child=1 2 5 4 21 -7 14 18 -10 -11 11 -13 -14 -15 15 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.013716342914366532 0.0094063466107147248 0.0017296428504126123 0.010045953236449625 -0.0040672744871296839 -0.010357273300247919 -0.022608494037036769 -0.015189478160847579 -0.0012167166276617865 0.023408814629992048 -0.0094770020496546675 -0.0021623253044980805 0.010410060304454139 -0.012267328983613558 -0.01461459572890594 0.010754441530451544 0.022739792218028011 -0.0021476525367192471 0.015887388427408316 -0.010783323239240274 0.029749894921535552 0.0039508883550943008 -0.00075944385236058755 0.01860187635832727 0.0042574931939307267 0.00028125735566376399 -0.0032361192655434102 -0.0016289974426366347 0.0078029503203735041 -0.0026485556981254771 -0.0076989184028023209 leaf_weight=12.164137646555899 63.838325843214989 3276.4069073051214 192.61965881288052 24.640764832496643 26.314183235168457 6.9551205188035956 25.706573933362961 113.28807666897774 23.973473757505417 97.448072344064713 41.112577557563782 124.38306671380997 24.345110058784485 7.8269306719303122 33.560149043798447 8.3198464810848218 158.58278727531433 16.687570631504059 94.482071712613106 6.7706403434276572 27.177590385079384 1416.8169949799776 21.947067558765411 138.51246979832649 120.07963207364082 1270.7735131829977 1138.0950123369694 107.76491016149521 603.62877528369427 175.62733462452888 leaf_count=35 186 9186 625 67 71 20 82 313 67 389 117 347 73 22 97 24 463 46 275 20 76 3928 59 375 348 3845 3236 302 1715 608 internal_value=-0.000100852 0.000958386 0.0018874 -0.00135974 0.000225016 0.00802026 -0.00209995 0.00154436 0.011119 -0.0023668 0.00189666 0.00728682 0.00162641 0.00908302 -0.00311492 0.00104524 0.000105858 0.00399003 -0.00350767 0.000529627 -0.00749184 -0.000218612 0.003884 0.00192428 0.0034486 -0.00209281 -0.000937913 0.0056203 -0.00415094 -0.0037868 internal_weight=9399.85 5104.71 3915.37 4295.14 1668.89 207.402 1189.34 3707.97 65.3018 2626.25 3466.25 165.496 3300.75 200.447 1005.43 200.463 192.143 41.3283 241.718 120.059 121.66 1603.59 186.774 164.827 183.918 2528.8 1258.02 119.929 804.963 779.256 internal_count=27017 14597 11074 12420 4613 667 3523 10407 180 7807 9723 464 9259 647 2989 584 560 113 684 333 351 4433 505 446 534 7418 3573 337 2405 2323 is_linear=0 shrinkage=0.03 Tree=193 num_leaves=15 num_cat=0 split_feature=6 2 9 8 4 10 4 10 4 10 4 6 11 4 split_gain=1.88389 1.99305 2.08412 2.03338 2.80464 3.72497 1.86889 2.42329 1.90494 1.82852 1.7882 1.07586 0.223435 0.208985 threshold=1.0000000180025095e-35 3.7000000000000006 10.500000000000002 8.7000000000000011 1.5150000000000008 -1.8333333333333328 2.745000000000001 -0.83333333333333315 2.3450000000000011 1.8333333333333339 1.7000000000000004 0.70000000000000007 -0.33333333333333331 2.0350000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 6 -5 -6 8 -8 -2 11 -1 -3 -13 -12 right_child=1 9 -4 4 5 -7 7 -9 -10 -11 13 12 -14 -15 leaf_value=-0.00070991546156871303 0.00032895624477570045 -0.0043146741489418199 0.015790196793104373 0.016563111405971644 0.017990034964925444 -0.0092877537492186638 0.027097300826110119 0.0033998648711927146 -0.0038120769358976499 0.0071897679691264272 -0.024202439137071662 -0.014077766008788779 -0.023698259069077913 -0.014393961493779564 leaf_weight=9.2847132086753863 7282.8419545292854 6.2402328923344639 7.7768833786249152 4.9468526542186728 4.9238885790109626 53.029353208839893 5.1616151928901699 15.686508029699324 101.36984587460756 4.7715922743082038 4.6236150711774808 3.342301182448864 6.2087847739458066 3.3873160853981972 leaf_count=34 25911 37 29 19 23 252 23 71 497 24 22 21 34 20 internal_value=0.0002195 0.000242318 0.000267973 0.000251809 -0.00511935 -0.00697015 0.000297432 0.00926692 0.000272108 -0.00908468 -0.00967012 -0.0140023 -0.0203317 -0.0200551 internal_weight=7513.6 7496.3 7475.74 7467.96 62.9001 57.9532 7405.06 20.8481 7384.21 20.5629 17.2956 15.7913 9.55109 8.01093 internal_count=27017 26941 26825 26796 294 275 26502 94 26408 116 76 92 55 42 is_linear=0 shrinkage=0.03 Tree=194 num_leaves=31 num_cat=0 split_feature=7 9 2 4 3 6 9 5 6 3 11 5 2 3 7 0 12 10 6 4 9 12 4 8 8 5 5 3 2 0 split_gain=13.8529 12.7927 10.8059 8.47731 7.01979 6.04185 8.73307 5.09915 5.29985 5.75875 5.16191 5.04006 4.79132 4.45051 5.44605 6.80765 4.3316 4.32121 4.18925 4.12145 3.99847 3.95116 6.51864 3.86464 3.62048 5.44959 5.77678 3.45668 3.41739 5.11406 threshold=1.7000000000000004 5.1000000000000005 2.3000000000000003 1.4550000000000007 2.5000000000000004 1.7000000000000004 6.5000000000000009 1.4050000000000009 2.1000000000000005 1.9000000000000001 2.1666666666666674 2.4450000000000007 2.9000000000000004 1.7000000000000004 0.3000000000000001 525.00000000000011 6.1000000000000005 1.1666666666666672 0.90000000000000013 1.8200000000000003 6.3000000000000016 3.1000000000000005 1.2950000000000006 5.5000000000000009 5.3000000000000016 1.1150000000000009 0.8650000000000001 3.9000000000000004 0.90000000000000013 525.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 11 12 20 8 17 -10 19 18 24 14 15 -5 -4 -1 -3 -9 28 22 -8 -16 -2 26 -26 -15 -7 -30 right_child=5 3 16 13 -6 6 21 10 9 -11 -12 -13 -14 27 23 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0026760913372748398 -0.001963088580646 -0.00095979774090514645 -0.0087654082944282324 0.028407379566560542 0.0085680538910592914 0.0027682943633483849 0.017648204113587598 0.001922006108849748 0.0019131785431822782 0.02687048272743044 -0.010816714731308344 0.013011476907868764 -0.0149206220565824 0.0018082495198331373 0.00037146310009258265 -0.0087997335601945389 0.0209248149161806 0.0034912979529247942 0.0030928496989604333 -0.0038405065277002434 -0.015416704072367095 0.022872248455857922 -0.0054870273789933595 -0.0038888390634829314 -0.012811256956323605 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3.55032 threshold=1.3 6.9000000000000012 1.3250000000000008 0.70000000000000007 1.1000000000000003 1.1450000000000007 2.9000000000000004 4.7000000000000002 1.7000000000000004 -1.1666666666666663 1.0000000180025095e-35 2.9000000000000008 2.7000000000000006 3.5000000000000004 0.3000000000000001 1.6600000000000006 1.9000000000000001 4.5000000000000009 2.9000000000000004 1.5000000000000004 -0.83333333333333315 1.1000000000000003 1.7000000000000004 0.83333333333333337 0.78500000000000025 1.1000000000000003 5.9000000000000012 4.5000000000000009 0.70000000000000007 1.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 10 9 -3 -4 8 11 -7 15 -2 -5 14 -14 -9 20 18 -18 -12 -16 -1 22 23 -11 -6 -22 27 -23 29 -26 right_child=1 4 5 7 24 6 -8 12 -10 21 16 -13 13 -15 19 -17 17 -19 -20 -21 25 26 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=0.028774987297245449 0.024217893666320389 -0.014827575224498877 -0.0069209501620995364 -0.0013164955061248727 0.025863208236077902 0.00093508773145436867 -0.0081728236326621927 -0.0077878631838647905 -0.002350549773692662 0.0057658294388721748 0.00089613677985100329 -0.0053299279311842833 -0.005329555726326647 0.0150481441055671 0.00063315875920433448 -0.015947020375609935 -0.00029800188877212582 0.0071841731294202786 0.019917026060883591 -0.011800141604329316 0.017504669272838103 -0.0045924685519774036 -0.01282122451187259 -0.013025576885278275 0.01159695483668363 -0.0033273995729402742 -0.0013381296748158321 -0.01351850497903808 0.0039545246364210088 -0.0077471908095252022 leaf_weight=6.9647235870361319 8.7406455278396589 15.973072618246077 134.47722814977169 1985.8313491344452 8.1942425519227964 1754.4857187569141 87.415159210562706 59.710678339004517 535.80287669599056 97.136088699102402 912.45698940753937 271.44962432980537 15.856658488512037 36.237570494413376 1953.1574696451426 7.5580800473690024 149.2278645336628 298.86929476261139 15.415314108133314 23.662236332893372 11.961464285850523 176.65328235924244 45.251299500465393 14.745671957731245 98.086547449231148 22.74784828722477 78.665611743927002 134.06117995083332 422.71672007441521 9.3533495515584928 leaf_count=21 25 47 402 5629 27 4950 309 173 1552 270 2485 885 43 98 5449 23 417 907 43 66 35 608 133 41 322 71 253 450 1254 29 internal_value=-0.000100983 0.00109787 0.000558158 -0.00118086 0.00489204 -0.000503137 -0.000140161 -0.000715138 0.000166427 -0.00457822 0.00248359 -0.00179913 0.000456387 0.00884549 0.000241795 0.00433805 0.00234553 0.00469242 0.00121214 0.000484334 0.00801699 -0.00538143 -0.00135031 0.00328918 0.00547713 0.00385171 -0.00700818 -0.00844371 0.00516203 0.00991292 internal_weight=9392.87 4451.22 3896.89 4941.65 554.324 2512.18 2377.7 4345.91 2290.29 595.745 1384.71 2257.28 2088.62 52.0942 2036.53 49.2321 1375.97 448.097 927.872 1976.82 41.674 546.513 157.133 111.882 538.351 34.7093 389.38 310.714 530.157 107.44 internal_count=27017 12769 11090 14248 1679 7213 6811 12343 6502 1905 3877 6514 5829 141 5688 150 3852 1324 2528 5515 127 1755 444 311 1632 106 1311 1058 1605 351 is_linear=0 shrinkage=0.03 Tree=196 num_leaves=27 num_cat=0 split_feature=9 13 5 5 2 0 4 11 13 9 0 7 2 4 9 4 9 12 8 11 4 8 7 11 4 3 split_gain=1.85345 5.63443 5.13241 3.28355 5.35962 7.49173 4.76179 3.92519 3.55919 3.70209 3.4021 3.06405 2.56048 2.60765 4.0628 3.26407 2.83622 3.29119 3.03068 2.72649 2.54482 2.4969 2.27416 5.70544 2.08868 0.655151 threshold=3.7000000000000006 1.1000000000000003 1.1550000000000007 1.2050000000000007 1.3 475.00000000000006 2.0950000000000011 0.33333333333333326 5.3000000000000016 1.9000000000000001 200.00000000000003 1.5000000000000002 3.9000000000000004 2.7950000000000004 5.5000000000000009 2.3450000000000011 5.3000000000000016 3.3000000000000007 6.3000000000000016 0.33333333333333326 0.90000000000000036 3.1000000000000005 1.0000000180025095e-35 -0.83333333333333315 2.265000000000001 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 7 11 -7 20 9 -5 -11 -6 13 15 19 22 18 -18 -17 -15 -3 -9 23 -2 -24 -14 right_child=12 3 -4 8 5 6 -8 21 -10 10 -12 -13 25 14 -16 16 17 -19 -20 -21 -22 -23 24 -25 -26 -27 leaf_value=0.040081397476963473 0.017686959929981524 -0.0041222445780197741 0.0055025944995847611 0.024892525195345603 -0.0044639394044583653 -0.00099556595522543555 0.016551261585327617 0.010258251425326926 -0.016691448712420252 0.0076802457906973032 0.0016009796143195995 -0.013878411872692537 -0.023149094086120977 0.041500693940776774 -0.0034834436118098074 -0.00047375904973425548 0.012438193335398381 -0.0047194178379412382 -0.016477300083298098 0.010375576571363777 0.0052873901434774394 -0.003796149298349582 6.6174862922067684e-05 -0.017480285528552155 0.006168491289059266 -0.0079815956017867083 leaf_weight=6.2585755139589336 5.4132624864578274 29.544846445322037 10.093489378690718 6.707014098763465 62.612805992364883 129.16640369594097 15.600366361439226 12.624943614006041 8.6141043454408628 97.068896874785423 565.55301509797573 61.845302611589432 4.7273419350385648 4.483570873737337 9.2342691570520383 16.521437540650368 13.026241324841974 44.215887032449245 29.967930592596531 5.821985587477684 207.82525978982449 115.07101900875568 5976.7075303718448 17.819687262177467 50.910708852112293 5.5982987284660339 leaf_count=23 20 100 36 22 230 514 82 42 30 328 1985 238 30 20 38 82 62 212 169 25 707 391 21311 69 222 29 internal_value=0.000219324 0.00123595 0.0187373 0.00101786 -0.000533599 -0.00374483 0.000895316 0.00183459 0.00246942 0.00271601 0.00249154 -0.00914215 9.25962e-07 2.58893e-05 0.0109679 -8.84985e-06 -0.00528545 -0.000814965 -0.0107899 0.023917 0.0041162 -0.00240663 8.16085e-05 -0.00928634 0.000117716 -0.0149257 internal_weight=7513.03 1328.59 16.3521 1312.23 634.291 269.225 144.767 365.066 677.943 669.329 662.622 124.458 6184.45 6174.12 19.5398 6154.58 103.731 57.2421 46.4894 10.3056 237.37 127.696 6050.85 23.2329 6027.62 10.3256 internal_count=27017 4728 59 4669 2304 1064 596 1240 2365 2335 2313 468 22289 22230 83 22147 525 274 251 45 807 433 21622 89 21533 59 is_linear=0 shrinkage=0.03 Tree=197 num_leaves=31 num_cat=0 split_feature=0 7 9 3 6 4 4 5 5 8 2 6 9 2 8 3 4 10 10 4 9 8 6 0 8 10 4 2 4 10 split_gain=13.3267 13.1341 12.6493 8.22985 6.23541 7.6872 6.09111 6.58781 5.64557 7.42644 5.05912 4.81773 7.36411 5.17318 4.75727 4.47015 4.0959 3.6496 3.56521 5.41776 3.56141 3.48282 3.39062 3.19281 2.87057 2.67689 4.43258 2.9968 2.73691 4.67292 threshold=725.00000000000011 1.7000000000000004 5.1000000000000005 1.3 0.70000000000000007 1.4850000000000005 1.3050000000000008 1.3750000000000007 1.4550000000000007 7.5000000000000009 0.50000000000000011 1.7000000000000004 6.5000000000000009 2.9000000000000004 1.7000000000000004 3.9000000000000004 1.1350000000000007 -1.8333333333333328 1.1666666666666672 1.2550000000000006 6.3000000000000016 4.3000000000000016 0.50000000000000011 525.00000000000011 3.9000000000000004 1.1666666666666672 2.2150000000000007 3.7000000000000006 2.0650000000000008 1.8333333333333339 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 6 5 21 7 -4 14 -10 16 13 20 17 -6 -12 -5 -3 19 -14 23 -1 -8 -13 -19 26 -2 -28 29 -27 right_child=25 11 3 10 8 -7 22 -9 9 -11 15 12 18 -15 -16 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31 leaf_value=0.0041964056960500764 -0.0053768089556392 -0.013531480248431491 0.0068561300596274967 0.0043000899696865472 0.016759561290225169 -0.010307280469620024 -0.010792976840658147 -0.0002758170758147028 0.0020370507833801835 -0.013222111382806188 0.0028189940409491278 0.0007576542841285155 0.018868405292249139 -0.017944379052163305 -0.0013781162168587733 0.017274392645347612 0.015039579429254305 -7.9870211283159635e-05 0.027131375052338948 -0.00097532049880209317 -0.014837385651047662 -0.0046636240916256766 -0.001183371824192125 -0.0045286276781224023 -0.0034878386360659023 -0.015607354342254354 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-0.00122972 0.00297631 0.00912387 -0.00288398 0.0100022 0.00692838 -0.000975141 -0.000405437 -0.00168919 -0.000565337 -0.00262861 -0.00613182 -0.00729551 -0.015056 0.000431817 -0.00651389 internal_weight=8160.62 7845.2 5991.15 3057.38 2933.76 286.221 1139.62 476.928 2647.54 1043.66 1917.77 1854.06 625.169 1228.89 1603.88 1788.59 129.181 1208.01 60.9407 51.6686 564.228 159.962 662.687 548.027 1179.71 315.42 267.92 53.1099 47.5006 24.6077 internal_count=27017 25388 18827 9165 9662 1069 3632 1412 8593 3115 5533 6561 2050 4511 5478 5175 358 4395 179 151 1871 531 2220 1820 4284 1629 1380 344 249 117 is_linear=0 shrinkage=0.03 Tree=198 num_leaves=31 num_cat=0 split_feature=2 8 5 7 6 13 8 0 5 13 5 8 10 12 7 9 5 5 2 4 3 6 8 11 5 6 8 8 10 4 split_gain=12.7747 9.62346 8.51711 8.30019 6.97971 6.82805 5.84489 5.5116 4.99331 4.98656 5.50534 4.80579 4.56075 4.08601 3.99459 4.54628 4.60642 3.9378 4.66256 3.93293 3.82803 8.96192 4.85359 3.80387 3.7414 3.61748 3.39641 6.55775 3.37817 3.88614 threshold=1.3 6.9000000000000012 2.2050000000000005 0.70000000000000007 1.5000000000000002 1.1000000000000003 4.7000000000000002 875.00000000000011 1.1650000000000007 2.7000000000000006 1.0250000000000006 3.7000000000000006 -1.1666666666666663 2.9000000000000008 2.5000000000000004 3.5000000000000004 0.92500000000000027 0.89000000000000024 0.3000000000000001 1.6600000000000006 1.1000000000000003 1.7000000000000004 6.5000000000000009 -0.83333333333333315 0.78500000000000025 1.1000000000000003 5.9000000000000012 4.5000000000000009 1.5000000000000004 2.1850000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 12 9 -3 13 8 -6 10 -2 -11 19 -5 17 16 -16 -8 -19 23 21 22 -14 -1 -7 -25 27 -22 29 -4 right_child=1 5 28 6 7 24 14 -9 -10 11 -12 -13 20 -15 15 -17 -18 18 -20 -21 26 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=0.028010341263430147 0.006419456450154651 -0.014542228197941459 -0.0059222551416277889 -0.001283312369894984 0.0025707906861714936 0.025570469033250189 0.0064611522024293679 0.013815144433874497 -0.0021605655553763527 -0.0018625334646045566 0.00046679799547925352 0.0051648350850247915 0.0010979583093564259 -0.0052122474943338383 -0.021380653096179814 0.010456866951388344 0.0061985100923692684 -0.0085396592088657422 0.00014643962335606612 -0.015687577486747234 -0.0044821944340736539 -0.012607443767838185 0.021498968065558302 0.017112484409397718 0.0050336265304039536 -0.0032468713284430541 -0.0012964137099311429 -0.013302565385088344 -0.018161537292390697 0.0080460395447724559 leaf_weight=7.0175519883632651 153.00822722911835 16.003087356686592 157.42687626183033 1984.9796031266451 251.47751870751381 8.1061176955699903 85.646053194999695 22.378357261419296 995.25356890261173 104.1975619494915 1623.7092582881451 549.2881051003933 100.19899660348892 270.71797151863575 9.2211900055408496 68.291017889976501 13.329729020595549 57.338026627898216 1854.4122955650091 7.5322147309780112 176.16690009832382 45.081559062004089 11.723468035459517 12.006560176610945 529.0780243575573 22.713302746415138 78.585119962692261 133.2373238503933 17.458243831992149 20.229048073291779 leaf_count=21 437 47 545 5629 684 27 231 69 2826 283 4593 1538 279 885 25 185 36 167 5185 23 608 133 32 35 1605 71 253 450 59 56 internal_value=-0.000100585 0.00106564 0.000539695 -0.00115095 0.000861898 0.00476826 -0.000696036 -0.000941333 -0.00120621 0.00180359 0.000979432 0.00404433 -0.00447627 -0.00175484 0.000447681 0.00660025 -0.00507876 0.000167861 -0.000114078 0.00426463 -0.00526648 -0.00131402 0.00323489 0.00786534 0.00534353 0.00379365 -0.00686589 -0.00828047 -0.00556919 -0.00433174 internal_weight=9385.81 4447.61 3894.43 4938.2 3699.31 553.187 4343.94 1269.11 1246.73 2430.2 1776.72 653.486 594.263 2255.7 2088.24 90.8419 22.5509 1997.4 1911.75 49.2696 544.993 157.004 111.922 41.7374 537.184 34.7199 387.989 309.404 195.114 177.656 internal_count=27017 12769 11090 14248 10430 1679 12343 3579 3510 6851 5030 1821 1905 6514 5829 246 61 5583 5352 150 1755 444 311 127 1632 106 1311 1058 660 601 is_linear=0 shrinkage=0.03 Tree=199 num_leaves=16 num_cat=0 split_feature=6 2 9 8 8 2 6 10 9 7 9 4 0 12 5 split_gain=1.82042 1.85987 2.00387 1.91081 2.76621 2.69128 1.89477 1.86059 3.17335 1.91262 1.82689 1.74387 1.56782 1.01559 0.210639 threshold=1.0000000180025095e-35 3.7000000000000006 10.500000000000002 8.7000000000000011 9.1000000000000014 2.3000000000000003 1.1000000000000003 1.5000000000000004 6.9000000000000012 1.0000000180025095e-35 5.9000000000000012 1.7000000000000004 575.00000000000011 5.700000000000002 1.5550000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 7 6 -6 -5 9 -9 -2 12 -1 -3 -14 -13 right_child=1 10 -4 4 5 -7 -8 8 -10 -11 -12 14 13 -15 -16 leaf_value=-0.00072977440664980745 -0.0085626962965205007 0.0076911865490369149 0.015440509444897978 -0.021371283208751868 -0.0047935740172512977 0.013097605376478015 -0.0044465198306377846 0.0013721039381200727 0.010153929212353757 0.00021588164128447554 -0.023239311623626448 -0.014208933703388835 -0.022418980364001161 -0.0010665560437453467 -0.02412838671642838 leaf_weight=9.2883571237325686 22.408089503645897 6.5476575493812588 7.8234883695840827 12.06101080030203 28.374156348407269 10.318926006555555 11.755873486399649 306.59804996848106 42.120763406157494 7033.5198506340384 5.6965856105089179 3.3499873280525199 4.1441458985209447 3.8834042549133301 4.5346557348966599 leaf_count=34 87 32 29 64 126 52 52 1135 152 25128 34 20 30 20 22 internal_value=0.000218564 0.000240918 0.000265528 0.000249629 -0.00497349 -2.22365e-05 -0.0130173 0.000293722 0.00243284 0.000188003 -0.0088337 -0.00953777 -0.00320339 -0.0120895 -0.0199139 internal_weight=7512.43 7495.25 7474.98 7467.16 62.51 38.6931 23.8169 7404.65 348.719 7055.93 20.2718 17.173 14.5752 8.02755 7.88464 internal_count=27017 26941 26825 26796 294 178 116 26502 1287 25215 116 76 82 50 42 is_linear=0 shrinkage=0.03 Tree=200 num_leaves=31 num_cat=0 split_feature=6 5 2 9 0 4 11 0 2 3 7 10 8 0 8 6 2 9 2 9 7 8 2 8 10 10 6 2 4 0 split_gain=12.7799 10.9904 6.82101 6.68875 5.47954 6.43795 6.56951 6.32082 5.34321 9.75218 5.02285 5.80272 8.54412 4.8136 4.56853 4.50122 4.36697 4.36163 4.32425 4.25291 4.00059 3.91228 4.37 3.4605 3.31803 3.27607 3.03785 2.93873 2.9083 2.89217 threshold=0.90000000000000013 1.7400000000000007 0.70000000000000007 2.9000000000000004 200.00000000000003 2.1350000000000011 -1.8333333333333328 350.00000000000006 2.1000000000000005 3.1000000000000005 0.3000000000000001 -0.33333333333333309 3.1000000000000005 875.00000000000011 6.1000000000000005 2.3000000000000003 3.3000000000000003 7.7000000000000002 1.9000000000000001 8.5000000000000018 1.7000000000000004 6.5000000000000009 0.90000000000000013 5.7000000000000002 -0.33333333333333331 -0.66666666666666663 1.0000000180025095e-35 2.1000000000000005 2.3250000000000006 200.00000000000003 decision_type=2 2 2 2 2 2 2 2 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 23 15 6 18 -8 10 19 24 12 -12 16 -13 21 20 -7 -6 26 -4 27 -23 25 -5 -1 -10 -3 -19 -27 right_child=1 4 13 8 5 17 7 -9 9 -11 11 14 -14 -15 -16 -17 -18 28 -20 -21 -22 22 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.020965196534152932 0.0022346967048241361 -0.0020694330736549132 3.1064559844498227e-05 -0.0010529469958707788 0.016176599999992713 -0.009483779338368763 0.0072771135265421154 0.002197367671984939 0.013296379861685166 0.028745682325215145 0.013526975561401032 -0.0022002640528440377 -0.00037844429764495461 -0.0088826280835878849 -0.0083200535243513132 0.013028046390754699 -0.017386415039088457 0.018515904585735651 -0.0081159086839208642 0.014454803310261957 -0.002127159636360146 0.0082379179512362954 -0.018050604860189331 -0.022692078776467794 0.019267106428590405 0.015053938203309183 -0.0081338025013564987 0.014904585658664161 -0.0070962076205286712 -0.0069527244603403834 leaf_weight=12.220794945955275 825.39244918525219 176.53089809417725 2781.3209913447499 12.30284368991852 53.978714406490326 56.473910793662071 274.01564171910286 1128.0023943036795 6.1029321402311316 7.0938303768634787 42.957388758659363 548.21439005434513 535.75796560198069 64.66546094417572 137.27674524486065 17.25868546962738 13.946368038654326 9.7604862302541751 7.5127889961004248 8.1196565032005292 1070.5074533969164 7.2731685936450949 26.162155091762543 18.670378267765045 17.547655716538429 6.5397059619426718 242.783257804811 9.6833220869302732 6.7493564784526816 30.172116503119469 leaf_count=49 2500 497 9051 37 150 223 767 3191 29 21 133 1857 1899 365 540 48 73 32 22 29 3867 21 80 95 53 25 1186 29 23 125 internal_value=-8.55765e-05 0.000507036 -0.000244566 -0.00246557 0.00252265 0.00317746 0.00361111 0.00319017 -0.00206476 -0.00595351 -0.00127112 -0.00155832 0.000653739 -0.000765211 -0.00342582 -0.00172418 -0.000629425 -0.00551844 0.0132086 -0.00691127 -0.000568753 -0.00288332 -0.0123321 -0.0117038 0.0108922 -0.00751117 -0.00760831 -0.00118677 0.00804547 -0.00303254 internal_weight=8154.99 6529.23 4755.83 1625.76 1773.4 1536.49 1463.51 1402.02 1558.16 264.1 1294.06 1264.21 578.715 3930.44 685.491 236.908 3865.77 72.9838 61.4915 257.006 3851.83 219.65 33.4353 67.603 29.8505 48.9326 248.886 186.214 16.5098 36.7118 internal_count=27017 20939 15856 6078 5083 4408 4130 3958 5784 1265 4519 4429 2032 13356 2397 675 12991 278 172 1244 12918 627 101 294 90 199 1215 526 55 150 is_linear=0 shrinkage=0.03 Tree=201 num_leaves=31 num_cat=0 split_feature=6 5 0 6 9 10 2 4 4 2 5 8 13 13 12 13 4 5 9 5 3 5 10 5 12 6 9 9 7 7 split_gain=12.2403 11.2351 8.23213 6.95979 8.02118 6.61891 6.47208 6.09462 5.58521 5.56135 5.30562 5.45217 4.93435 4.63452 4.50308 4.2376 4.55552 4.11111 3.94197 3.77929 6.20651 3.70887 3.90483 3.58272 5.10616 5.78192 3.8621 3.55879 3.68377 3.5127 threshold=0.90000000000000013 1.9250000000000003 525.00000000000011 2.3000000000000003 6.3000000000000016 -0.49999999999999994 1.5000000000000002 1.8850000000000005 1.9900000000000002 0.90000000000000013 1.3950000000000007 3.7000000000000006 3.7000000000000006 1.7000000000000004 2.3000000000000007 2.9000000000000008 2.1150000000000007 2.1350000000000011 4.7000000000000002 1.9900000000000007 2.7000000000000006 1.7700000000000007 0.50000000000000022 1.9750000000000003 3.5000000000000004 1.5000000000000002 4.7000000000000002 8.3000000000000025 1.1000000000000003 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 8 4 5 9 -7 12 17 -2 -4 21 -5 14 -13 16 -3 19 -14 20 -1 22 -12 -17 26 -26 -25 28 -18 -21 right_child=1 15 10 7 -6 6 -8 -9 -10 -11 11 13 18 -15 -16 23 27 -19 -20 29 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=6.8815914083043155e-05 -0.00074591924148411108 -0.006353291109262426 0.0071181355989219947 -0.0081082386587208299 -0.0028245523864402025 -0.0010960227350337742 0.0016454545594052328 0.010883110009652202 0.005701032874152784 0.0033311486361378142 -0.019800134658413616 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18.956297844648361 leaf_count=2929 1176 1764 1061 515 2146 6595 3237 74 486 2997 66 57 640 598 442 170 82 195 589 77 39 51 23 56 60 360 407 24 47 54 internal_value=-0.000100032 -0.000684096 0.00191098 -0.000245482 8.37316e-05 0.000515431 -0.000195588 -0.00322528 0.000489525 0.0021888 0.00438015 0.00211882 -0.00383728 0.00332654 -0.000312348 -0.00385594 -0.00545011 -0.000230448 -0.00212949 0.000170376 -0.000179326 -0.00750042 -0.0134382 -0.00114647 0.000284678 -0.00418868 0.00407819 0.00271592 0.00594809 0.00885601 internal_weight=9379.08 7268.16 2110.91 6385.2 5749.93 5006.74 3513.75 635.265 1339.68 1493 771.229 422.38 608.853 375.264 171.25 882.966 555.896 1177.07 434.938 1119.84 1076.49 47.1156 31.4596 327.07 270.808 124.269 146.539 55.3604 46.893 43.3418 internal_count=27017 20939 6078 17969 16151 14005 9832 1818 3780 4173 2298 1237 1744 1097 499 2970 1917 3294 1229 3099 2968 140 89 1053 883 420 463 153 129 131 is_linear=0 shrinkage=0.03 Tree=202 num_leaves=31 num_cat=0 split_feature=0 11 11 9 10 4 10 10 3 11 13 3 9 8 13 5 5 5 4 11 11 8 7 6 12 12 5 4 4 4 split_gain=1.77379 2.90876 4.8377 5.57375 6.18877 3.32169 6.42078 4.27036 5.73693 2.75176 2.67891 4.22266 3.07366 2.55932 2.85025 2.92177 12.596 3.10141 2.98047 2.48589 2.43371 2.28437 3.35052 3.18832 3.45866 2.25375 2.20918 2.20777 5.77244 2.79118 threshold=575.00000000000011 0.83333333333333337 1.1666666666666672 3.7000000000000006 -0.33333333333333331 1.9900000000000002 -1.1666666666666663 0.83333333333333337 1.5000000000000002 1.8333333333333337 2.1000000000000005 1.9000000000000001 4.1000000000000005 2.5000000000000004 3.7000000000000006 1.5850000000000006 1.5050000000000006 1.6850000000000005 1.3250000000000008 -3.1666666666666661 1.0000000180025095e-35 3.9000000000000004 2.1000000000000005 0.50000000000000011 1.5000000000000002 0.90000000000000013 1.4350000000000007 0.87000000000000033 1.0650000000000006 1.2750000000000006 decision_type=2 2 2 2 2 2 2 2 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 21 3 4 -3 7 -7 -4 -9 -8 11 -5 -12 14 15 16 20 -17 -19 -15 -1 22 23 -2 -25 -23 -24 -16 -29 -30 right_child=1 2 5 10 -6 6 9 8 -10 -11 12 -13 -14 19 27 17 -18 18 -20 -21 -22 25 26 24 -26 -27 -28 28 29 -31 leaf_value=-0.0096665288957272534 0.02229304684598022 0.003247503918045954 -0.0065981956656284355 0.019931900639012096 0.04116408702330257 0.031832661584997889 -0.0077321485618559033 0.035063036723875611 -0.00068062347439105356 0.01174219280452597 -0.017864567323490888 -0.0045773452095592485 0.0030607480844842224 -0.01561658854359624 -0.0063334213096160191 -0.024239663932732029 0.029916083727076024 -0.010336745041157804 0.012354565497685426 0.00055897905660003556 0.00071448248989945044 -0.020982719897962184 -0.017020552388576755 0.013798477237839148 0.00034909271867632403 -0.0020123129574188253 0.0054115776162486371 0.025180837133984325 -0.012332133908488883 0.012394209484549557 leaf_weight=52.280506908893585 7.2883685380220404 7.2101491987705222 93.124811381101608 18.903101205825809 8.3737628608942014 7.2811901271343222 16.221290498971943 5.3756108880043056 16.281835675239563 10.930499166250227 7.1874261796474448 9.5091305524110776 52.205149374902248 8.5629384666681272 12.971570223569868 11.860674053430555 10.023006647825239 32.596360579133034 6.2006532549858084 6015.438711643219 33.252606794238091 5.673661231994628 13.399468675255777 19.621324419975281 139.94897475838661 856.18359165638685 5.6036380529403678 11.355948358774187 10.239422589540483 6.8624562621116629 leaf_count=184 26 29 351 75 31 30 79 20 60 40 28 35 199 33 45 42 35 125 23 21161 114 21 51 62 491 3509 20 38 36 24 internal_value=0.000217591 -0.000789975 0.00209972 0.00708731 0.0236214 -0.00135609 0.00681621 -0.00380766 0.00819134 0.000107639 0.00415279 0.011729 0.000528459 0.000428512 -0.00302179 -0.00498993 -0.00190217 -0.0108144 -0.00671015 0.000535986 -0.00563072 -0.00148668 0.00152983 0.00288915 0.00200288 -0.0021372 -0.0104058 0.00392423 0.00859985 -0.00241022 internal_weight=7511.97 1300.32 252.604 103.389 15.5839 149.215 34.433 114.782 21.6574 27.1518 87.8048 28.4122 59.3926 6211.64 187.643 146.214 95.5561 50.6577 38.797 6024 85.5331 1047.72 185.862 166.859 159.57 861.857 19.0031 41.4294 28.4578 17.1019 internal_count=27017 5157 977 397 60 580 149 431 80 119 337 110 227 21860 666 523 333 190 148 21194 298 4180 650 579 553 3530 71 143 98 60 is_linear=0 shrinkage=0.03 Tree=203 num_leaves=31 num_cat=0 split_feature=0 7 3 6 9 3 4 9 10 11 2 8 10 2 9 4 10 5 2 2 11 2 13 10 12 5 12 10 4 2 split_gain=12.3044 12.1991 11.6259 8.31327 7.55144 5.76365 5.99197 5.53264 7.26495 5.51935 5.66242 5.05893 4.85265 5.9643 4.218 3.98699 3.98355 3.65581 3.52793 3.45659 3.44681 3.38132 3.24227 2.74081 2.72144 2.71873 2.66994 2.62534 4.32209 2.92784 threshold=725.00000000000011 0.90000000000000013 1.1000000000000003 0.90000000000000013 5.7000000000000002 1.3 2.0850000000000013 4.1000000000000005 -0.33333333333333309 -1.8333333333333328 1.9000000000000001 4.7000000000000002 -1.4999999999999996 2.7000000000000006 4.9000000000000012 1.2750000000000006 -1.0000000180025095e-35 1.7400000000000007 2.3000000000000003 2.1000000000000005 -1.8333333333333328 1.7000000000000004 2.7000000000000006 -1.1666666666666663 2.1000000000000005 1.3950000000000007 3.9000000000000008 1.1666666666666672 2.2150000000000007 3.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 20 5 12 6 19 16 -9 10 17 14 21 -14 -11 25 -7 -5 -13 -3 -1 -4 -22 -24 -17 -6 -12 28 -2 -30 right_child=27 3 4 9 15 7 -8 8 -10 11 26 18 13 -15 -16 24 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.017585837501482585 -0.0051915906923758566 -0.0035383405194171964 -0.013166343287834859 0.0045894905186911368 0.020218904038531934 -0.013659773887809697 -0.017480682288476577 0.0051571943098335116 -0.0026837047775738541 -0.00045544781294259686 -0.023279816478314844 -0.0008898131181159203 0.0025076671750969711 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52 168 206 624 810 3930 27 6964 2278 60 3524 42 234 107 577 216 1486 35 22 210 1206 558 28 249 314 30 internal_value=-8.54411e-05 0.000147296 0.00216421 -0.000547261 0.00353287 -0.00292792 -0.0051188 -0.000728294 0.000780347 -8.16972e-06 0.00652164 -0.000168208 0.00161171 0.00215226 0.000791537 0.00592831 -0.00687314 0.00925345 -0.00119069 -0.00430985 -0.0016438 -0.00824698 -0.00194773 0.00373625 0.00426838 0.00921722 -0.00988353 -0.00592373 -0.00708411 -0.0148341 internal_weight=8149.85 7837.42 2007.59 5829.82 1476.81 1076.4 539.271 537.128 431.25 4753.43 113.714 4639.71 819.533 776.934 2393.28 657.273 105.878 97.4811 2246.44 506.149 530.788 42.5991 522.53 77.0095 436.812 220.461 16.2327 312.43 265.212 52.0523 internal_count=27017 25388 6073 19315 4328 3974 2138 1836 1434 15341 346 14995 2470 2338 7454 1858 402 291 7541 1932 1745 132 1718 232 1248 610 55 1629 1380 344 is_linear=0 shrinkage=0.03 Tree=204 num_leaves=31 num_cat=0 split_feature=7 8 5 7 4 3 0 5 4 2 7 13 4 12 5 6 6 3 4 2 4 11 8 6 9 11 4 2 9 9 split_gain=11.854 11.4607 10.0729 9.41795 7.32428 6.50775 6.39924 6.10526 5.35869 5.32112 4.7602 4.78125 4.69094 6.63151 4.66185 5.14946 4.48561 4.18448 4.14147 4.10612 4.52971 3.99581 4.46209 4.17728 3.94359 3.92895 4.71483 4.29757 3.90049 3.69169 threshold=1.5000000000000002 5.3000000000000016 2.3750000000000009 0.90000000000000013 1.5750000000000008 0.90000000000000013 725.00000000000011 1.7350000000000003 1.6000000000000008 2.7000000000000006 2.7000000000000006 2.3000000000000007 2.1450000000000009 4.1000000000000005 1.2050000000000007 0.70000000000000007 2.7000000000000006 1.5000000000000002 1.7400000000000002 0.90000000000000013 1.1550000000000007 1.0000000180025095e-35 8.5000000000000018 0.70000000000000007 1.7000000000000004 1.8333333333333337 2.2350000000000008 2.1000000000000005 5.9000000000000012 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 5 10 7 19 18 28 14 11 -2 -8 -14 -5 -16 25 -11 -3 -1 -21 23 -23 -7 -13 26 -10 -27 -6 -12 right_child=4 3 -4 9 8 21 12 -9 16 17 29 24 13 -15 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.00350725832590949 0.0067360843310473361 -0.0012210234531657299 -0.011015388102540139 0.0051354646257531986 0.013325266261090648 0.0018025170613211901 0.0084578309962909954 0.027835500845737968 0.0023617762066326501 0.016176799841651084 -0.0093041558792249426 0.01931656705078956 -0.029586082509654592 0.0088517684345737584 0.0060203354880211087 -4.0546598507462823e-05 -0.013565214463364996 0.0026707976801425134 0.010138788767717606 -0.0039797241553967393 -0.00061017252795951766 -0.0014326416555155276 0.014484108477000743 -0.0067565335223496344 -0.00043914470973481338 0.0013346830446821149 0.0084696378569906559 -0.022826706496207036 -0.0016051287751199469 0.0070479148688090279 leaf_weight=1024.0020406991243 89.256364285945892 89.48907807469368 107.59255772829056 293.63251829147339 72.655695915222168 62.476769864559174 86.493571758270264 9.1112889349460584 946.73613876104355 42.752877444028854 13.707219988107679 9.1335842013359052 7.5869589745998409 8.6396792232990247 147.68255096673965 865.82474367320538 15.265244156122206 39.926663652062416 42.649481818079948 440.79166582226753 1936.4962259232998 314.37981064617634 16.693258240818977 287.38073739409447 2091.97730499506 16.487138211727146 129.27622430026531 11.076944470405577 20.10553053021431 132.91049665212631 leaf_count=3082 243 244 437 827 198 183 252 26 2681 146 37 25 24 28 423 2459 42 118 128 1309 5568 942 48 861 5759 45 435 31 56 360 internal_value=-9.95047e-05 -0.00093235 -0.00197388 0.000768195 0.00126728 -0.00177689 -0.00169626 0.00408328 0.00316016 0.0022738 0.000285922 -6.43786e-05 0.00568102 -0.00912031 0.00180695 0.000842611 0.00258569 0.00965463 0.00244551 -0.00191906 -0.00123495 -0.00299251 -0.000630092 -0.00522808 -0.000353266 0.0028091 0.0030956 -0.00837485 0.0100892 0.00551917 internal_weight=9372.19 5823.6 3611.6 2212 3548.59 822.18 3504.01 141.25 1211.6 1389.82 2336.98 2190.37 102.72 16.2266 1307.14 1013.51 1118.84 82.6795 132.139 3401.29 2377.29 680.931 331.073 349.858 2101.11 1103.58 1076.01 27.5641 92.7612 146.618 internal_count=27017 17105 10700 6405 9912 2432 10263 398 3488 3973 6424 6027 304 52 3709 2882 3234 264 372 9959 6877 2034 990 1044 5784 3192 3116 76 254 397 is_linear=0 shrinkage=0.03 Tree=205 num_leaves=15 num_cat=0 split_feature=6 2 9 9 8 4 10 10 2 7 4 6 11 4 split_gain=1.7603 1.78692 1.91582 1.80116 1.80088 2.6994 3.60867 1.79522 3.02129 1.82927 1.70015 1.51172 2.59436 0.212271 threshold=1.0000000180025095e-35 3.7000000000000006 10.500000000000002 5.9000000000000012 8.7000000000000011 1.5150000000000008 -1.8333333333333328 1.5000000000000004 1.7000000000000004 1.0000000180025095e-35 1.7000000000000004 0.70000000000000007 -0.33333333333333331 2.0350000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 4 11 7 -6 -7 9 -9 -2 -1 -3 -13 -12 right_child=1 3 -4 -5 5 6 -8 8 -10 -11 13 12 -14 -15 leaf_value=-0.00075351000528009384 -0.0083981203669102403 0.0094437055774641062 0.015050473847287634 -0.023162668162231888 0.01638825564726876 0.017843179169108114 -0.0089947754412929553 0.0056125801769257092 -2.7513879566785944e-05 0.00021395920791439702 -0.02401688345811992 0.0089455125204319433 -0.023720150577373145 -0.01397249867824916 leaf_weight=9.2936715036630648 22.26784111559391 5.4075116366148022 7.8774385303258887 5.5896661952137938 4.9619752019643775 4.9349422603845587 52.255466304719448 149.65128579735756 199.34253475815058 7032.8946267515421 4.483068734407424 3.6601458042860031 5.4412492811679822 3.2783097624778748 leaf_count=34 87 31 29 34 19 23 252 505 782 25128 22 21 30 20 internal_value=0.000217656 0.000239565 0.000263587 -0.00869365 0.000247986 -0.00483735 -0.00667894 0.000290673 0.002391 0.000186777 -0.00940944 -0.00311935 -0.0105836 -0.0197743 internal_weight=7511.34 7494.28 7474.19 20.0986 7466.31 62.1524 57.1904 7404.16 348.994 7055.16 17.0551 14.5089 9.1014 7.76138 internal_count=27017 26941 26825 116 26796 294 275 26502 1287 25215 76 82 51 42 is_linear=0 shrinkage=0.03 Tree=206 num_leaves=31 num_cat=0 split_feature=7 9 2 4 3 6 9 5 5 11 10 12 6 2 5 3 10 7 9 4 3 9 12 4 6 8 11 2 2 0 split_gain=11.7766 10.8547 9.64758 7.30157 6.32005 5.2653 7.87973 4.69457 4.43583 5.00898 4.83267 5.02475 4.44456 4.36625 4.14181 4.13183 3.93302 3.92079 4.32207 4.33666 4.23161 3.76851 3.73512 6.039 3.6931 3.49418 3.38904 3.57804 3.19394 4.79099 threshold=1.7000000000000004 5.1000000000000005 2.3000000000000003 1.4550000000000007 2.5000000000000004 1.7000000000000004 6.5000000000000009 2.4450000000000007 1.4050000000000009 2.1666666666666674 1.1666666666666672 2.9000000000000008 2.1000000000000005 2.9000000000000004 1.3950000000000007 3.1000000000000005 -1.4999999999999996 0.3000000000000001 7.1000000000000005 1.7150000000000005 1.7000000000000004 6.3000000000000016 3.1000000000000005 1.2950000000000006 0.50000000000000011 5.5000000000000009 0.33333333333333326 0.50000000000000011 0.90000000000000013 525.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 7 13 21 14 10 16 12 -12 -1 -2 -3 -4 -10 18 19 -5 25 28 23 -8 -22 -19 -6 -28 -7 -30 right_child=5 3 15 17 26 6 22 -9 9 -11 11 -13 -14 -15 -16 -17 -18 20 -20 -21 24 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0025400500472797876 -0.0029656552420846581 0.0047448398200631813 -0.0084089319863900076 0.0050003355088785086 0.0040912211547491553 0.0026961781286047575 0.016714101187591559 0.012456620350051829 -0.0060067903639575374 -0.010724469013603074 0.0006103265991078972 0.014147601588126583 0.0023148397880205064 -0.014403231159042719 0.0012134562256555827 0.019457061537712914 0.0016669317154310718 0.00035784471240250939 -0.0054842861845187966 0.027420220234743935 0.010289142381417078 -0.015017988105813451 0.021939595899473318 -0.0055002273845154064 0.0011071950747440094 -0.003701235355910661 0.028895416598842771 0.010030574134648028 -0.0002269603460039275 -0.0081205844065705586 leaf_weight=1249.2103128284216 1258.4890682473779 405.57174496352673 168.08798594772816 17.505625218153003 98.841425240039825 181.07930190861225 22.036477118730545 40.763906687498093 63.293270483613014 32.073626399040222 91.490909948945045 33.791387125849724 196.39310613274574 30.773356720805168 1136.6041142940521 4.929338887333869 1195.6853644177318 393.16199052333832 13.243961274623869 13.954465344548224 42.466585427522659 16.749877765774727 17.663915231823921 22.019111782312393 550.31571772694588 370.95379319787025 10.032220333814619 92.288244694471359 283.1427146345377 91.585267968475819 leaf_count=4400 4706 1245 814 49 275 565 63 114 202 94 333 128 622 192 3211 15 3643 1326 40 44 140 54 51 67 1634 1410 28 256 969 327 internal_value=-8.62345e-05 0.000548131 -0.000735793 0.0017713 0.0030443 -0.00213775 0.000100009 0.00240778 -0.000319912 0.000982891 -0.00139064 0.00426163 -0.00188049 -0.00323866 0.00214216 -0.00761502 0.00128115 0.000150892 0.00889259 0.0149449 -0.00013711 -0.000997831 0.0102844 0.00561131 0.00176498 -0.00161271 0.00805307 0.0118802 -0.000575318 -0.0021562 internal_weight=8144.2 6220.66 3034.96 3185.7 1784.1 1923.54 634.277 1582.94 2861.94 1291.05 1570.89 125.282 1445.6 1289.26 1542.18 173.017 1258.98 1401.6 44.7041 31.4601 1356.9 572.557 61.7195 44.0556 592.782 764.116 201.162 102.32 555.807 374.728 internal_count=27017 20023 10251 9772 5129 6994 2096 4570 9422 3939 5483 461 5022 4898 4456 829 3845 4643 133 93 4510 1915 181 130 1774 2736 559 284 1861 1296 is_linear=0 shrinkage=0.03 Tree=207 num_leaves=31 num_cat=0 split_feature=0 9 6 2 7 8 7 10 9 8 10 5 8 13 7 2 2 3 6 10 11 5 9 10 10 12 5 4 13 8 split_gain=11.2162 11.413 9.90831 8.29112 7.7212 8.04188 7.13861 5.87982 5.60539 4.63503 4.18513 3.9787 5.08792 4.68918 3.86601 6.73301 3.62464 3.39629 3.527 3.30502 2.93353 2.88188 3.83659 3.4835 3.41752 3.26196 7.306 3.82544 3.20379 3.86192 threshold=725.00000000000011 6.3000000000000016 2.3000000000000003 1.3 2.9000000000000004 6.9000000000000012 0.70000000000000007 -1.1666666666666663 4.7000000000000002 4.7000000000000002 -2.1666666666666656 1.8250000000000002 4.5000000000000009 3.9000000000000008 0.50000000000000011 2.3000000000000003 1.7000000000000004 2.7000000000000006 1.1000000000000003 -1.4999999999999996 -1.0000000180025095e-35 1.2550000000000006 2.3000000000000003 -1.4999999999999996 1.1666666666666672 3.7000000000000006 1.5850000000000006 2.2150000000000007 1.7000000000000004 7.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 -5 7 -1 11 -8 20 13 -13 -4 15 -12 -6 -16 -19 -10 -3 22 -2 25 28 -23 -27 -28 29 -25 right_child=21 10 8 4 16 -7 9 -9 19 -11 14 12 -14 -15 17 -17 -18 18 -20 -21 -22 23 -24 24 -26 26 27 -29 -30 -31 leaf_value=0.0079900622186910176 -0.012404380858451058 -0.0025878846349960388 -0.0064952345957756882 0.0009335989135890357 0.024951570552579971 0.0060767914180100639 -0.001112075626291627 -0.0052707398613109574 -0.021045285346626082 0.0011614348887612363 -0.0098952883840634966 -0.0032803595058730362 0.027571972233380804 0.0010327014183436137 -0.0019992683719329074 0.015026543926068872 0.0068276515544926399 0.00040278657996360305 -0.011725174455877608 -0.0060485505633021608 0.021761076744359377 0.0033836680795827521 0.0094134489597927154 0.0025128180683657029 -0.0024546065605695715 -0.038557744257093622 -0.012982647754791481 0.016248096597399196 0.0071823844014490467 -0.018363786312732503 leaf_weight=32.693924084305763 7.7202413976192465 7.659428313374522 119.35396772623062 2714.1655827015638 17.454188019037247 304.28649954497814 1677.3947826176882 378.28856508433819 13.972413286566733 1555.41346347332 118.17644803225994 9.5565856844186801 9.6870199590921384 198.03599491715431 1298.9863487184048 10.634402960538862 23.041723370552063 31.980352818965912 66.366972148418427 247.52290959656239 10.63831155002117 22.694526165723801 120.05583299696445 62.170090168714523 61.65632726252079 6.894197046756747 10.723738074302675 6.454838514328002 212.70031100511551 9.148443937301634 leaf_count=96 24 23 343 7580 48 900 4765 1173 42 4284 422 32 30 549 3863 31 67 111 264 733 32 68 424 181 187 21 30 20 647 27 internal_value=-9.89252e-05 -0.000350701 0.000144936 0.000475081 0.00162666 0.00145208 -0.000491662 -0.00421583 -0.00355473 -1.82128e-05 -0.00269367 -0.000995084 0.0122504 -0.00179817 -0.00286467 -0.00783778 0.0146393 -0.00240623 -0.00778143 -0.00684987 0.0115686 0.00418204 0.00809521 0.00290794 0.00394757 -0.00477636 -0.0124692 -0.00199922 0.00533738 -0.000165146 internal_weight=9365.53 8845.31 7300.87 6702.74 3058.95 3018.45 3643.79 410.982 598.129 3232.81 1544.44 336.634 19.2436 317.39 1526.14 128.811 40.4959 1397.33 98.3473 261.495 18.2977 520.219 127.776 392.442 345.675 46.7673 24.0728 17.1786 284.019 71.3185 internal_count=27017 25388 20642 18913 8595 8480 10318 1269 1729 9049 4746 954 62 892 4691 453 115 4238 375 775 55 1629 448 1181 1042 139 71 50 855 208 is_linear=0 shrinkage=0.03 Tree=208 num_leaves=22 num_cat=0 split_feature=11 11 4 10 5 8 7 4 6 3 10 2 9 13 5 5 12 9 12 11 9 split_gain=1.71838 2.56225 4.84513 7.40942 5.37375 3.9491 5.8265 4.679 2.97435 2.95348 2.56576 2.11417 1.85758 4.96985 3.77934 2.84915 2.06498 2.06274 2.00667 1.38848 0.461391 threshold=3.1666666666666674 1.8333333333333337 2.015000000000001 0.83333333333333337 1.7650000000000006 3.7000000000000006 1.9000000000000001 1.2850000000000008 1.3 2.9000000000000004 -1.1666666666666663 3.9000000000000004 3.7000000000000006 1.1000000000000003 1.1550000000000007 1.2050000000000007 6.1000000000000005 10.500000000000002 6.5000000000000009 -0.66666666666666663 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 5 4 -4 6 7 -3 9 -7 -10 12 13 14 -1 -15 17 -14 -18 -13 -2 right_child=20 2 3 -5 -6 8 -8 -9 10 -11 -12 19 16 15 -16 -17 18 -19 -20 -21 -22 leaf_value=0.036397376365231431 -0.0046807870864218198 0.0061667237703276435 0.043209617391920752 -0.011772565551825013 0.010440375504110481 0.0020801751864389694 -0.01726626132942137 0.02858463039558877 0.013280048969167143 0.023261249932637323 -0.0061088224178691983 0.00033250259051978334 -0.00010603047424264355 -0.00046359852225665916 0.0063322812400436945 0.0023608703778526113 0.026576031682252355 0.016209747847155651 -0.00037263391934185301 -0.022979042881743732 -0.016563891202391746 leaf_weight=6.0970318019390097 5.3697812557220441 22.385145530104637 8.5080616772174888 6.3658693432807913 9.5698360502719861 57.562463223934174 6.0536461472511283 13.392291843891142 6.7179240882396689 6.6047169864177695 71.727904632687569 3.7712506055831909 5961.1641681715846 628.89519819617271 9.8298011273145658 657.45340995490551 5.1584227830171567 6.9820085018873206 4.8016276508569717 5.8924989402294141 6.500817209482193 leaf_count=21 19 78 30 25 34 201 21 46 24 24 253 22 21477 2285 35 2291 21 26 20 38 26 internal_value=0.000216697 0.000234751 0.00351073 0.0160614 0.0258627 0.00184743 0.00995272 0.0145582 -0.000529999 0.00426034 -0.0044484 0.000140881 0.000159495 0.00118621 0.0178417 0.000979989 -6.41654e-05 -8.6943e-05 0.0135844 -0.0138818 -0.0111885 internal_weight=7510.8 7498.93 208.888 24.4438 18.0779 184.444 41.8311 35.7774 142.613 64.1672 78.4458 7290.05 7280.38 1302.28 15.9268 1286.35 5978.11 5968.15 9.96005 9.66375 11.8706 internal_count=27017 26972 736 89 64 647 145 124 502 225 277 26236 26176 4632 56 4576 21544 21503 41 60 45 is_linear=0 shrinkage=0.03 Tree=209 num_leaves=31 num_cat=0 split_feature=0 9 3 7 4 8 8 8 0 5 2 13 6 5 8 6 8 8 13 7 10 9 5 0 5 12 7 5 4 2 split_gain=11.4151 11.2085 12.7344 8.62004 8.55756 6.90281 6.45897 6.24574 5.18946 6.90291 4.82534 5.83862 4.68423 5.15649 4.40512 4.37488 5.16326 4.80029 4.29932 3.95923 4.93284 3.79299 3.58327 5.01848 3.61001 3.08419 3.02448 2.58195 2.38952 3.66265 threshold=725.00000000000011 4.3000000000000016 1.3 1.9000000000000001 1.9500000000000004 5.5000000000000009 3.9000000000000004 2.5000000000000004 200.00000000000003 1.7000000000000004 1.1000000000000003 4.1000000000000005 1.9000000000000001 1.1850000000000007 3.5000000000000004 1.1000000000000003 5.9000000000000012 4.3000000000000016 4.9000000000000012 1.5000000000000002 -0.49999999999999994 4.9000000000000012 1.1450000000000007 200.00000000000003 1.0850000000000006 2.3000000000000007 0.50000000000000011 1.0050000000000006 2.1950000000000007 3.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 10 14 12 7 -5 9 -7 -4 -12 13 -3 19 16 -16 -17 -8 25 -21 -14 23 -6 -25 -1 -10 -2 -29 -30 right_child=27 2 3 6 22 8 18 -9 26 -11 11 -13 21 -15 15 17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 29 -31 leaf_value=0.00054176821194884951 -0.016650742662118832 -0.0039312828929682518 0.0041684228688153961 -0.018904940572556247 0.025744906175353247 0.0029117494924989877 -0.0058991057491451122 0.0076567755242463722 0.0060321688603063141 -0.012702940019356943 0.0014199783053917834 0.016763221465616349 -0.0015991162778725672 0.0004456795469215072 -0.0024992424122019376 -0.0038081463414262606 -0.0096023829153755146 0.00031252235874438476 0.011278248706173001 -0.009800809885218616 0.0013375150287004743 0.0050688359719464077 -0.01207535679924277 -0.010950280966753082 0.014510284364081846 0.0073024568023977573 -0.005598674844655282 -0.0035350365210285719 -0.012264061502171509 0.010534191040635526 leaf_weight=116.03769809007645 18.345979586243629 317.69693207740784 1151.7832527309656 8.9336742758750898 5.3839523494243613 175.26507510244846 230.329027146101 73.658966735005379 21.065918505191803 29.815113916993141 1610.2666082829237 22.634997665882111 107.00724513828754 1019.9585874825716 402.77861952781677 355.0295120626688 119.40492627024651 897.9640928208828 13.905540704727171 49.98366804420948 125.97290833294392 271.78791764378548 95.626108445227146 24.174976460635666 6.3229308202862731 127.41276755928993 449.06061707437038 222.45405656844378 61.876196913421154 7.0664201453328124 leaf_count=362 115 1114 3273 26 25 617 788 226 71 94 4871 66 341 3276 1456 1151 468 2999 43 170 426 813 471 137 35 390 1679 1067 404 43 internal_value=-8.61382e-05 0.00013733 0.000875306 0.00214053 -0.00160861 -0.000770735 -0.0024686 0.00478371 -0.00334043 0.000641644 0.00268149 0.00163266 0.000240117 -0.000593861 -0.00116317 -0.00181649 -0.00412348 -0.000855049 -0.00492111 0.00160203 -0.00182653 0.00318518 -0.00904193 -0.000957752 -0.00567171 0.00408006 -0.00507751 -0.00573467 -0.00504741 -0.00992731 internal_weight=8139 7829.26 5503.17 3111.51 2326.09 2391.66 326.827 82.5926 675.207 205.08 2784.68 1632.9 1716.45 1337.66 2194.58 1775.18 522.184 1252.99 244.235 419.407 175.957 378.795 131.508 35.8819 30.4979 243.45 470.127 309.743 291.397 68.9426 internal_count=27017 25388 17298 9293 8090 8005 1083 252 2461 711 8210 4937 5544 4390 7422 6074 1924 4150 831 1348 596 1154 668 197 172 752 1750 1629 1514 447 is_linear=0 shrinkage=0.03 Tree=210 num_leaves=31 num_cat=0 split_feature=6 5 0 6 9 10 4 2 4 2 4 5 2 13 5 2 13 4 7 9 5 12 6 9 5 5 9 7 9 11 split_gain=10.93 10.0716 7.61843 6.16164 7.23242 6.26607 5.78367 5.74075 5.12888 5.11396 5.10295 4.85558 4.78818 4.60399 4.20156 4.1942 3.99033 4.18782 3.81985 3.56582 3.50209 4.87993 5.45123 3.58096 3.4644 3.74592 3.36658 3.53854 3.27602 5.34465 threshold=0.90000000000000013 1.9250000000000003 525.00000000000011 2.3000000000000003 6.3000000000000016 -0.49999999999999994 1.8850000000000005 1.5000000000000002 0.93000000000000027 0.90000000000000013 1.9900000000000002 1.3950000000000007 0.90000000000000013 3.7000000000000006 2.0250000000000008 0.70000000000000007 2.9000000000000008 2.1150000000000007 0.3000000000000001 4.9000000000000012 1.9750000000000003 3.5000000000000004 1.5000000000000002 4.7000000000000002 2.1350000000000011 1.9900000000000007 8.3000000000000025 1.1000000000000003 5.9000000000000012 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 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 10 4 5 9 13 -7 15 -2 18 28 14 -5 -13 -4 17 -3 -1 -15 -18 23 -23 -22 25 -20 27 -19 -10 -30 right_child=1 16 8 6 -6 7 -8 -9 11 -11 -12 12 -14 19 -16 -17 20 26 24 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.014154241356009562 -0.0007033556663249927 -0.0060909842936831783 0.0071424401141770002 -0.0077808391482401219 -0.002691626387522524 -0.0010571288479473142 0.010713792423333838 0.001526506683979248 0.0083292933398430632 0.0032080339503523865 0.0054329971251091073 -0.0024965455977308394 0.0038039519187556469 0.00030574535820236193 -0.027551580989129552 -0.020125964697278068 -0.0078571954976045816 -0.00036901391364685821 -2.9029154617280899e-05 -0.0052094813139795257 0.016449326195898072 0.009954976072133059 -0.0068538558990695686 0.0023094127955559677 -0.007458379763344113 0.0089990457931588119 -0.014829105466628072 0.016864629273933191 0.0048101184403223293 -0.023154026543071068 leaf_weight=17.518409475684166 417.92959387600422 496.39367981255054 8.0123837292194384 172.94656513631344 741.39919179677963 2357.39340095222 26.355356067419052 1152.3802895694971 297.99064362049103 1073.8126440644264 161.74841099977493 56.599614858627319 348.29314997792244 253.18658113479614 6.7411309182643881 13.8550528883934 56.022423446178436 30.130848407745361 1061.168902784586 180.8802255988121 18.444531992077827 20.904730349779129 102.53555236756802 127.86863461136818 54.014717668294907 43.040497750043869 8.4327147901058179 16.647298663854599 28.639143645763397 7.8337310552597037 leaf_count=54 1176 1764 23 515 2146 6595 74 3237 914 2997 486 160 1025 706 24 39 170 82 2926 523 56 60 360 407 184 130 24 47 88 25 internal_value=-9.8489e-05 -0.000650831 0.00180443 -0.000236162 7.35432e-05 0.000483438 -0.00304433 -0.000208832 0.00418596 0.00211221 0.000436994 0.00460568 0.00242414 -0.00364168 -0.00516306 -0.0101346 -0.00366441 -0.00521922 -0.000250313 -0.00199251 -0.0010318 0.0003857 -0.00400726 0.00409192 -4.00127e-05 0.000322872 0.00261873 0.00576406 0.00729056 -0.00119609 internal_weight=9359.12 7253.66 2105.46 6376.28 5742.92 5001.52 633.369 3509.77 767.965 1491.74 1337.49 746.097 411.634 607.013 63.3407 21.8674 877.38 551.605 1175.74 434.067 325.776 269.753 123.44 146.313 1158.22 1104.21 55.2109 46.7781 334.464 36.4729 internal_count=27017 20939 6078 17969 16151 14005 1818 9832 2298 4173 3780 2236 1209 1744 184 62 2970 1917 3294 1229 1053 883 420 463 3240 3056 153 129 1027 113 is_linear=0 shrinkage=0.03 Tree=211 num_leaves=19 num_cat=0 split_feature=6 11 11 4 10 5 8 7 6 2 10 10 4 4 4 5 9 5 split_gain=1.69232 1.6676 2.52807 4.74517 6.70342 4.96939 3.74661 5.58313 2.93869 1.99829 2.71431 1.75429 10.0781 3.66289 1.66016 0.738928 0.452408 0.215078 threshold=1.0000000180025095e-35 3.1666666666666674 1.8333333333333337 2.015000000000001 0.83333333333333337 1.7650000000000006 3.7000000000000006 1.9000000000000001 1.3 3.7000000000000006 1.8333333333333339 0.33333333333333326 0.73500000000000032 0.73500000000000032 1.7000000000000004 1.4950000000000008 5.5000000000000009 1.5550000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 9 6 5 -5 7 -4 -8 11 15 13 -13 -2 -1 -11 -3 -16 right_child=1 16 3 4 -6 -7 8 -9 -10 10 -12 12 -14 -15 17 -17 -18 -19 leaf_value=-0.00074282035338822455 -0.0075536999334780142 -0.004589740500442174 0.014202820164901913 0.041483702632568946 -0.011222349010283912 0.010175947657410471 0.0043067002770541931 -0.01705301091563061 -0.0043601629017818453 -0.0092279860842310376 0.010989097814803204 0.019817221642699518 0.00062274238674792017 -6.9569232217261747e-05 -0.013756888777165808 -0.023266063082374146 -0.016388777924702953 -0.02394724668407669 leaf_weight=9.2891359776258486 59.624951750040054 5.3564046472311002 35.997513115406036 8.6818784624338203 6.128046214580535 9.6176093369722349 64.011375516653061 6.0009399950504294 78.257280066609383 6.542243070900442 4.2620752155780783 24.853066116571426 2612.4473113641143 4558.3073288947344 3.236053839325904 6.9699148014187813 6.4422814100980759 4.3966430127620697 leaf_count=34 207 19 124 30 24 34 224 21 277 44 22 86 9392 16370 20 41 26 22 internal_value=0.000215963 0.000237363 0.000255135 0.00351063 0.015935 0.0250294 0.00186357 0.00973684 -0.000460654 0.000161721 -0.00988497 0.000186334 0.000803625 -0.000166201 -0.00926056 -0.0164692 -0.0110322 -0.0196268 internal_weight=7510.42 7493.5 7481.7 208.695 24.4275 18.2995 184.267 41.9985 142.269 7273.01 17.7742 7255.23 2637.3 4617.93 16.9218 13.5122 11.7987 7.6327 internal_count=27017 26941 26896 734 88 64 646 145 501 26162 107 26055 9478 16577 76 85 45 42 is_linear=0 shrinkage=0.03 Tree=212 num_leaves=31 num_cat=0 split_feature=6 5 9 2 0 9 7 4 11 8 3 7 10 5 6 0 2 12 9 11 11 8 2 5 11 4 4 0 8 11 split_gain=11.0133 9.25088 6.28589 6.09384 5.16062 5.86004 9.14664 8.39712 6.54089 4.74556 4.85592 4.26673 4.86341 4.52651 4.26616 4.21446 4.08495 4.05845 3.79139 4.33425 3.99395 3.64636 4.20057 3.63007 3.48251 3.78853 6.2685 5.42959 3.40891 3.38856 threshold=0.90000000000000013 1.7400000000000007 2.9000000000000004 0.70000000000000007 200.00000000000003 7.5000000000000009 1.5000000000000002 2.1350000000000011 -1.8333333333333328 3.7000000000000006 1.3 0.50000000000000011 -0.66666666666666663 1.7400000000000007 2.3000000000000003 875.00000000000011 3.3000000000000003 3.7000000000000006 5.1000000000000005 -1.1666666666666663 0.50000000000000022 6.5000000000000009 0.90000000000000013 1.1250000000000007 -0.66666666666666663 1.3650000000000009 1.0950000000000009 475.00000000000006 5.7000000000000002 -0.83333333333333315 decision_type=2 2 2 2 2 2 2 2 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 28 -2 14 7 17 8 -6 24 11 12 -11 -13 21 16 23 -7 19 -12 -20 -3 -23 -5 25 26 -4 -27 -1 -8 right_child=1 4 9 15 5 6 29 -9 -10 10 18 13 -14 -15 -16 -17 -18 -19 20 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.007189575397360622 0.0021143118565269468 -0.0013063033709376881 0.01507259477689994 -0.0024150932794654171 0.013233428055774673 0.0127002950282029 -0.022739897227156046 -0.00965566531797688 0.0021515409409865417 0.021977966815357391 0.006643984318180386 -0.0044346692935717316 -0.003347287714684624 -0.014136378179932253 0.0125332319163402 -0.0084113265543850346 -0.017051875789480916 0.0043569184188164672 -0.0015997504435121376 -0.005045950619873161 0.004341085083976349 0.0080445137734019324 -0.017745761617610521 -8.4311179779508025e-05 -0.00033843222239985878 0.029648826079845043 -0.0067598891696981486 -0.00053024265634373879 -0.022468383433048807 -0.0014573293504558502 leaf_weight=48.335467502474785 826.42972730100155 186.23323515057564 20.929213732481003 746.18896800279617 49.99063903093338 136.35896112024784 8.2660747915506345 52.422857768833637 1165.6641845107079 11.258270263671877 32.281622841954231 510.72212536633015 17.329327344894409 47.289937406778336 17.302100092172623 63.090929388999939 13.52643373608589 85.290823996067047 250.61626680195332 246.6199150159955 171.57232451438904 7.2784157395362845 25.942999020218849 3099.0442601665854 189.8930017799139 13.503478676080706 27.241351276636124 8.9026506990194303 18.050484083592892 36.303687497973442 leaf_count=199 2500 526 62 2744 140 379 24 211 3302 40 115 2207 66 173 48 365 73 245 838 937 567 21 80 10174 617 45 86 31 95 107 internal_value=-8.60848e-05 0.000463271 -0.00230432 -0.000226903 0.00231366 0.0029498 0.00699621 0.0021003 0.00260725 -0.00191669 -0.00266371 -0.00467775 0.00662622 -0.00525686 -0.00180883 -0.000720254 -0.000594505 0.00948976 -0.000978571 -0.00369289 0.000814533 -0.00293958 -0.0120954 -0.000536612 0.00177635 0.00746636 0.00272592 0.0176577 -0.0113439 -0.00540447 internal_weight=8133.88 6519.33 1614.55 4748.28 1771.05 1534.3 266.22 1268.08 1215.65 1548.16 1287.69 586.6 28.5876 558.012 236.757 3921.85 3858.76 221.65 701.09 278.902 422.189 219.455 33.2214 3845.23 260.47 70.5767 48.1706 22.4061 66.386 44.5698 internal_count=27017 20939 6078 15856 5083 4408 755 3653 3442 5784 4943 2486 106 2380 675 13356 12991 624 2457 1052 1405 627 101 12918 841 224 148 76 294 131 is_linear=0 shrinkage=0.03 Tree=213 num_leaves=31 num_cat=0 split_feature=7 8 5 7 4 3 0 5 4 4 2 6 7 13 5 6 3 4 11 8 6 9 9 9 11 4 2 8 0 9 split_gain=10.5856 10.2601 9.27917 8.76104 6.52387 6.11509 5.84961 5.82678 5.62188 5.2492 4.96294 4.88171 4.48298 4.53104 4.30252 4.2094 4.03369 3.90364 3.86055 4.24181 3.91237 3.75699 3.69783 3.66123 3.6421 4.32386 4.08413 3.56298 4.81721 3.55538 threshold=1.5000000000000002 5.3000000000000016 2.3750000000000009 0.90000000000000013 1.5750000000000008 0.90000000000000013 875.00000000000011 1.7350000000000003 2.1450000000000009 1.6000000000000008 2.7000000000000006 1.0000000180025095e-35 2.7000000000000006 2.3000000000000007 1.0350000000000008 2.7000000000000006 1.5000000000000002 1.7400000000000002 1.0000000180025095e-35 8.5000000000000018 0.70000000000000007 1.7000000000000004 5.9000000000000012 4.9000000000000012 1.8333333333333337 2.2350000000000008 2.1000000000000005 6.3000000000000016 475.00000000000006 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 5 12 7 11 17 -8 22 14 -1 13 -2 -5 24 -12 -3 20 -20 -7 -15 27 -13 25 -11 -26 28 -6 -14 right_child=4 3 -4 10 9 18 8 -9 -10 15 16 23 29 21 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.019462231822505425 0.0065495475099575382 -0.0012090479948588023 -0.01062594322832125 0.0073107496631831283 0.025300206222452548 0.0016952618185820643 0.01206434000072726 0.027105476780464356 -0.011679404862958546 0.0022071219424254669 0.015804966321390557 -0.00084290245124468905 -0.0092022486202617045 0.018862729976656108 0.0011968959667859303 -0.013252091519144601 0.0024877368744905429 0.0098436245717257835 -0.0013730902964903945 0.014165465940661245 -0.0065982816250353188 -0.00043638186672784272 -0.0015474135893892081 -0.0028041594354918887 0.0013371505852763194 0.0080845404239350237 -0.022207198580706397 -0.0016677486789100425 0.008258236154020061 0.0068486476901259445 leaf_weight=9.7185748666524869 89.237529665231705 89.427039682865143 105.79797068238258 113.45760022103786 27.388603955507278 62.335215210914612 48.78119945526123 9.1475841701030713 10.998292431235312 944.79473173618317 42.162550032138824 1702.0671111792326 13.700982004404066 9.1179530918598157 1191.62063588202 15.224786341190336 39.786167085170746 42.392411068081856 313.547871530056 16.651141971349716 286.3700001090765 2090.8361700475216 20.081475794315338 1724.6567688286304 16.484075307846073 127.90312319993973 11.093140870332716 12.366997539997099 32.811534374952316 132.86742037534714 leaf_count=28 243 244 437 321 74 183 145 26 36 2681 146 4829 37 25 3388 42 118 128 942 48 861 5759 56 5225 45 435 31 34 90 360 internal_value=-9.76016e-05 -0.00088592 -0.00187281 0.000724841 0.00119455 -0.0017337 -0.00160793 0.00395215 0.00769594 0.00298428 0.00217808 -0.00176978 0.000268835 -7.12355e-05 0.00172841 0.00241439 0.00933944 0.00234543 -0.0029143 -0.000589518 -0.00511571 -0.000352586 0.00984584 -0.00183 0.00263117 0.00290792 -0.00813374 0.0129987 0.0160116 0.00534824 internal_weight=9352.83 5808.92 3602.02 2206.9 3543.91 819.871 3496.22 140.967 59.7795 1208.15 1387.03 3436.44 2335.76 2189.19 1305.08 1115.5 81.9487 131.819 678.904 330.199 348.705 2099.95 92.6486 3426.72 1100.28 1072.7 27.5772 72.5671 60.2001 146.568 internal_count=27017 17105 10700 6405 9912 2432 10263 398 181 3488 3973 10082 6424 6027 3709 3234 264 372 2034 990 1044 5784 254 10054 3192 3116 76 198 164 397 is_linear=0 shrinkage=0.03 Tree=214 num_leaves=15 num_cat=0 split_feature=8 8 7 13 11 8 4 4 6 8 11 10 9 8 split_gain=1.64616 2.56296 2.36067 3.16826 2.23151 2.04503 4.18903 3.4927 2.3318 2.31978 4.23967 2.84054 0.660069 0.480651 threshold=1.1000000000000003 1.7000000000000004 1.7000000000000004 2.7000000000000006 -3.1666666666666661 2.5000000000000004 1.0650000000000006 1.3250000000000008 1.5000000000000002 3.9000000000000004 -1.4999999999999996 1.5000000000000004 1.5000000000000002 4.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 -2 13 6 8 -8 -6 10 -7 -11 -1 -3 right_child=1 4 -4 -5 5 9 7 -9 -10 11 -12 -13 -14 -15 leaf_value=-0.003129137729357385 0.019078402951804706 -0.020283061060773162 0.026527467298804983 -0.0099975338845240385 -0.0037156556967967488 -0.0054112143733285618 -0.011632768700661392 0.0005268677439977938 0.0063047452009143221 -0.00014788530555834674 0.0016261527513766931 0.002892973933885832 -0.017468885818855428 -0.0071759973301262717 leaf_weight=5.2379224896430951 6.5298381298780459 5.1721443980932218 6.1142493188381186 6.9762688875198364 37.479813829064369 80.982134059071541 60.3032446205616 32.836550056934357 47.249954551458359 5332.7274283245206 1585.4325218945742 291.58925647288561 6.442300945520401 4.9069667905569077 leaf_count=20 23 20 21 24 132 287 219 116 163 19452 5390 1107 23 20 internal_value=0.000215353 0.000232883 0.0110614 0.0040599 0.000204474 0.000223511 -0.00295473 -0.00734587 0.00187227 0.00030105 0.00128416 9.76618e-06 -0.0110383 -0.013902 internal_weight=7509.98 7498.3 19.6204 13.5061 7478.68 7468.6 177.87 93.1398 84.7298 7290.73 1666.41 5624.32 11.6802 10.0791 internal_count=27017 26974 68 47 26906 26866 630 335 295 26236 5677 20559 43 40 is_linear=0 shrinkage=0.03 Tree=215 num_leaves=31 num_cat=0 split_feature=7 2 3 4 5 0 0 5 12 6 6 9 8 2 5 5 9 8 10 12 4 4 2 0 2 8 5 0 7 5 split_gain=10.5034 9.76462 8.75094 8.12473 6.10006 5.55826 5.95508 5.45844 5.38851 5.06857 4.78277 7.40552 4.46244 4.13917 3.97455 3.89931 3.67939 3.62187 7.49984 3.57363 5.72553 3.45255 2.98099 4.5924 4.02387 2.9527 5.44666 5.62454 3.35866 2.99498 threshold=1.7000000000000004 2.3000000000000003 1.7000000000000004 1.8900000000000006 1.2950000000000006 200.00000000000003 350.00000000000006 0.7150000000000003 5.1000000000000005 0.3000000000000001 1.7000000000000004 6.5000000000000009 3.1000000000000005 2.9000000000000004 1.2250000000000008 1.3050000000000006 6.3000000000000016 4.5000000000000009 0.33333333333333326 3.1000000000000005 1.2950000000000006 2.0450000000000008 0.90000000000000013 525.00000000000011 0.3000000000000001 5.3000000000000016 1.1150000000000009 200.00000000000003 1.9000000000000001 1.1450000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 -3 9 14 -1 -8 -4 13 16 -9 25 -7 -6 22 18 -17 20 -13 -11 24 -24 -12 29 27 -27 -28 -2 right_child=10 4 5 -5 15 6 8 12 -10 21 11 19 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 28 -29 -30 -31 leaf_value=-0.014325845597388231 -0.0050824417638131456 -0.011749613208190533 -0.02581696319436496 -0.0052963823521655828 0.026786527329774726 0.025886644806601196 0.0020118990309832426 0.0035797685674781089 0.014164774189277482 -0.0010001205616303045 -0.011560796038256741 0.016158532613187004 0.00010080932956936109 -0.014094249718549036 0.0064004502154762213 -0.0058615674812746189 -0.01485231618122222 -0.0044607431546998186 0.013215848208716727 0.021340960585687192 -0.0054483156514107114 0.021681583977519587 -0.00019043240129614915 -0.0079379104123460161 0.0040201409141948224 0.01472396781355775 -0.00259073326914572 -0.0025476138942841097 -0.0085226072558968954 -0.00070845956448963216 leaf_weight=22.634199365973473 182.96341572701931 75.437396854162216 7.3136074542999259 243.58354239165783 4.1086036488413802 9.7388362735509855 1252.333110794425 369.09710200130939 33.720346182584763 304.30167376995087 16.401270300149918 22.156029522418976 3286.5146720036864 29.999192200601101 288.24528945982456 39.332171246409416 16.66500686109066 234.81403141468763 35.094004780054092 17.726057842373848 21.995056837797165 6.162233129143714 282.77302171289921 91.025050118565559 164.90668271481991 22.994035989046097 136.02439946681261 64.76595201343298 233.15648075193167 612.6975035071373 leaf_count=85 706 427 23 1097 20 31 3625 1111 97 879 50 63 10549 192 818 137 54 982 120 51 67 22 969 327 515 91 535 300 961 2113 internal_value=-8.66616e-05 0.000512262 0.000819572 9.74747e-06 -0.00409094 0.00248955 0.00321597 0.000361134 0.00233055 -0.00113144 -0.00202836 0.000103983 0.00045207 -0.00308181 0.00703731 -0.00224715 -0.00096293 -0.00263289 0.00313396 0.00996271 0.0053945 -0.000549923 -0.000545952 -0.00207705 0.00261068 -0.00281806 -0.00474009 0.00197772 -0.00633701 -0.00171426 internal_weight=8128.68 6212.43 5823.64 3921.83 388.786 1901.82 1584.04 3678.25 1286.05 317.778 1916.25 633.648 3655.61 1282.6 297.984 313.349 571.771 309.24 74.4262 61.8771 44.1511 310.464 555.106 373.798 181.308 1252.6 456.941 87.76 369.181 795.661 internal_count=27017 20023 18337 12842 1686 5495 4571 11745 3722 924 6994 2096 11660 4898 849 1259 1915 1239 257 181 130 901 1861 1296 565 4706 1887 391 1496 2819 is_linear=0 shrinkage=0.03 Tree=216 num_leaves=31 num_cat=0 split_feature=6 3 7 0 7 8 2 12 2 4 5 4 9 9 7 12 8 5 5 6 4 2 0 5 7 5 3 4 5 10 split_gain=10.0103 9.31452 7.2624 7.22901 6.93142 6.55357 5.32583 4.90563 8.38722 7.47625 4.86108 4.79315 4.76087 4.70985 4.68709 5.38476 4.41678 4.16484 4.03967 3.91554 4.89161 3.77084 4.1757 3.69821 3.6279 3.44017 3.27914 5.45816 4.04394 3.14181 threshold=0.90000000000000013 1.5000000000000002 2.7000000000000006 525.00000000000011 0.70000000000000007 4.9000000000000012 2.7000000000000006 1.5000000000000002 0.90000000000000013 0.93000000000000027 1.6250000000000002 1.9900000000000002 2.7000000000000006 5.9000000000000012 1.9000000000000001 3.5000000000000004 1.9000000000000001 2.4450000000000007 1.4250000000000007 1.3 1.0750000000000008 1.1000000000000003 475.00000000000006 0.74500000000000033 0.3000000000000001 1.3250000000000008 2.7000000000000006 1.7200000000000006 2.475000000000001 -0.33333333333333331 decision_type=2 2 2 2 2 2 2 2 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 11 21 23 13 -5 10 -10 -9 24 -4 -7 16 25 -6 -18 -8 29 -21 -3 -23 -2 -1 -16 28 -28 -26 -14 right_child=1 4 12 7 14 6 18 8 9 -11 -12 -13 19 -15 15 -17 17 -19 -20 20 -22 22 -24 -25 26 -27 27 -29 -30 -31 leaf_value=-0.013863274732730555 0.0076459079268631474 -0.0092477050850668756 -0.011060735327948974 0.014875369301151018 -0.018712265470405644 0.0016774353400906218 0.0027470030194982897 4.4067975402303215e-05 -0.026574036936760786 0.0051293609298158523 -0.014118268595240312 0.0052451884307938507 0.009848812377092021 -0.001866039631126432 0.007043261101239197 0.0073142783271146622 -0.0015516817877863007 -0.0083664985483318643 0.017282295432217449 -0.0026698915674541555 0.015166667037315491 0.00080941935576476034 -0.0066706752336300893 -0.0012377088812753009 0.00035536517102149851 -0.0022520823205221859 -0.014906489563224689 0.015475346344660801 -0.022577243243514365 -0.008265696550479611 leaf_weight=17.413400918245316 42.921680271625519 157.56377299129963 12.088922083377836 35.902779370546341 14.146424025297163 1581.451085627079 37.734676748514175 66.429567873477936 6.7669968903064719 624.43893387913704 32.476253628730774 161.16565585136414 15.93794873356819 429.21488875150681 43.201889246702194 108.74826510250568 1666.4885951429605 84.818810388445854 31.635335311293602 16.963738858699799 75.099035382270813 118.77090486884117 154.59194949269295 2424.1581732779741 1116.0103767961264 210.10220900177956 28.107723027467728 6.564777970314025 6.9637278318405142 18.760674387216568 leaf_count=54 116 593 33 98 44 4370 128 184 19 1897 100 486 44 1202 118 308 5001 319 98 46 205 389 507 6784 3094 582 100 21 25 52 internal_value=-9.69787e-05 -0.000625859 0.000168996 0.00172556 -0.0020817 -3.73838e-05 0.00120298 0.00404905 0.00351667 0.00478948 -0.00460621 0.00039358 0.00692759 0.000921013 -0.00137893 0.00173049 -0.0020166 -0.00188174 0.00937564 0.00864309 0.0118801 -0.00555129 -0.00342072 -0.00108315 -0.000271844 -0.000666729 -6.74004e-05 -0.00915409 0.000213157 5.47522e-05 internal_weight=9346.64 7244.4 4685.97 2102.24 2558.43 4547.12 2080.04 766.015 730.112 631.206 98.9058 1336.23 138.85 2010.67 2127.51 362.052 1765.45 1751.31 69.37 126.761 92.0628 430.927 273.363 2467.08 1175.06 253.304 1157.65 34.6725 1122.97 34.6986 internal_count=27017 20939 13078 6078 7861 12698 5798 2298 2200 1916 284 3780 380 5572 6372 1008 5364 5320 226 347 251 1489 896 6900 3294 700 3240 121 3119 96 is_linear=0 shrinkage=0.03 Tree=217 num_leaves=31 num_cat=0 split_feature=9 13 5 3 5 13 2 5 11 10 5 4 3 13 7 5 5 2 4 9 4 9 12 5 11 4 10 11 0 13 split_gain=1.62369 5.05279 4.44148 2.98269 4.73867 9.86175 3.56599 2.93362 4.29081 3.80267 3.23227 3.19796 4.74754 2.83967 5.3969 2.55986 2.31287 2.27031 2.59625 3.85641 2.88572 2.75104 3.18446 3.10606 2.54848 2.15946 4.02953 2.11927 2.10799 0.659538 threshold=3.7000000000000006 1.1000000000000003 1.1550000000000007 1.5000000000000002 1.4750000000000008 4.3000000000000016 1.9000000000000001 1.5250000000000006 -1.0000000180025095e-35 0.50000000000000022 1.5850000000000006 1.1850000000000007 0.90000000000000013 3.9000000000000008 1.9000000000000001 1.6900000000000006 1.4750000000000008 3.9000000000000004 2.7950000000000004 5.5000000000000009 2.3450000000000011 5.3000000000000016 3.3000000000000007 1.1850000000000007 0.33333333333333326 2.265000000000001 -1.1666666666666663 2.1666666666666674 350.00000000000006 2.3000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 7 5 6 -5 11 10 -10 -9 12 -3 14 -6 -15 -13 18 20 24 25 23 -23 -22 -20 27 -27 -2 -7 -19 right_child=17 3 -4 4 13 28 -8 8 9 -11 -12 16 -14 15 -16 -17 -18 29 19 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.036941976926994677 -4.0161183919867648e-05 0.0070067146255946297 0.0051873803987635666 0.010179155189677642 0.00025244365311287968 -0.0044301395579612697 -0.0019889501672647187 0.013393702928658928 0.0070096945867242268 0.02913593889626646 -0.0093258199037117417 -0.0011354743467016639 -0.0011701575833668329 0.0017542549103179458 -0.018055646243013944 0.02697360571958209 -0.011628739010603854 -0.022893831596683182 0.04030714032252284 -0.0032419286746498579 0.0062435427911883955 0.012439046844323214 -0.0044657566589660375 -0.0141471216528305 0.010325563713197976 0.026492317613742496 0.002715953606399639 0.0045218028800782951 -0.027129652444887839 -0.0072986604108606521 leaf_weight=6.5030737221241024 5904.2387116104364 115.85746923089027 10.154013171792029 152.41783247888088 124.0004343688488 6.6662614643573752 25.269539713859558 8.1062761545181292 22.749938562512398 10.091565713286398 18.491937458515167 627.78636392205954 142.51346498727798 9.0955365598201734 16.40865184366703 6.0197544991970053 19.49176949262619 4.4734833762049657 4.5500078350305575 9.1393089294433576 8.1963140070438367 13.015773095190523 43.704881131649017 37.413922637701035 5.8096171021461487 7.5331251770257941 43.22623335570097 93.093483686447144 8.2246280014514905 5.3708314970135689 leaf_count=23 21069 388 36 511 422 24 104 28 79 35 65 2330 477 30 58 20 69 29 20 38 51 62 212 200 25 32 190 331 29 30 internal_value=0.000214593 0.00116552 0.0175847 0.000957256 0.00333788 0.0064834 0.00844869 9.85764e-05 0.00655484 0.0138087 -0.00240164 -0.000325162 0.00249648 -0.000557053 -0.0018871 0.011798 -0.00145146 9.95896e-06 3.29273e-05 0.0109625 -1.72302e-06 -0.00499748 -0.000586586 -0.0104829 0.0234936 8.28029e-05 0.00624457 3.06518e-05 -0.0169677 -0.0143855 internal_weight=7509.61 1329.85 16.6571 1313.19 348.103 192.578 177.687 965.089 59.4397 32.8415 26.5982 905.649 258.371 155.524 140.409 15.1153 647.278 6179.77 6169.92 19.4989 6150.42 102.331 56.7207 45.6102 10.3596 6048.09 50.7594 5997.33 14.8909 9.84431 internal_count=27017 4728 59 4669 1198 668 615 3471 207 114 93 3264 865 530 480 50 2399 22289 22230 83 22147 525 274 251 45 21622 222 21400 53 59 is_linear=0 shrinkage=0.03 Tree=218 num_leaves=31 num_cat=0 split_feature=6 5 9 2 0 9 7 4 11 8 3 7 10 6 2 12 0 4 9 11 10 8 2 3 10 4 11 4 4 0 split_gain=10.1309 8.35978 6.05051 5.68365 4.84689 5.53086 8.6849 7.86467 6.23532 4.43737 4.55404 4.14973 7.54576 4.07356 3.9793 3.95395 3.78893 3.78715 3.58167 4.1629 3.86215 3.4905 4.0733 3.41142 3.37796 4.38372 3.32405 3.62668 5.98475 5.12223 threshold=0.90000000000000013 1.7400000000000007 2.9000000000000004 0.70000000000000007 200.00000000000003 7.5000000000000009 1.5000000000000002 2.1350000000000011 -1.8333333333333328 3.7000000000000006 1.3 0.90000000000000013 -0.66666666666666663 2.3000000000000003 3.3000000000000003 3.7000000000000006 875.00000000000011 2.0950000000000011 5.1000000000000005 -1.1666666666666663 1.0000000180025095e-35 6.5000000000000009 0.90000000000000013 1.0000000180025095e-35 -0.66666666666666663 1.3050000000000008 -0.66666666666666663 1.3650000000000009 1.0950000000000009 475.00000000000006 decision_type=2 2 2 2 2 2 2 2 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 24 -2 13 7 15 8 -6 26 11 12 -11 21 16 -7 23 -13 19 -12 -20 -3 -23 -5 -1 -26 27 28 -4 -29 right_child=1 4 9 14 5 6 -8 -9 -10 10 18 17 -14 -15 -16 -17 -18 -19 20 -21 -22 22 -24 -25 25 -27 -28 29 -30 -31 leaf_value=-0.021912789583104719 0.0020429886222704296 -0.001309148022994843 0.014658759961715177 -0.01772464803828231 0.012853533752516411 0.012354675385349921 -0.0053421890622535615 -0.0094374642514765614 0.002034526923237189 0.010110061105388366 0.0065443215195228862 -0.0049539833508377524 -0.0050779076049959132 0.012202353334707554 -0.015754768100443683 0.0041129606383829755 -0.0081190560113080599 -0.014035880450114056 0.0033061815630714801 -0.0049087983016889237 -0.0024918995742992576 0.007918287073249668 -0.017485393372692015 -0.00046985616242901175 0.0048224204626724143 -0.014041988998283484 -0.00033781640753866021 0.028770455561868975 -0.0066604125944972224 -0.00049835379142409758 leaf_weight=18.716424256563187 827.18711531162262 186.19012945890427 21.016802549362183 10.340192601084707 49.999935686588287 136.11758486926556 44.500619396567345 51.972069390118122 1165.50165361166 45.165089845657349 32.322228267788887 407.53373227268457 84.561095803976059 17.335344821214676 15.72507657855749 85.168181121349335 59.915255501866341 45.987055771052837 240.21021713316441 245.52445714175701 181.53580633550882 7.2864334583282462 25.776093497872353 3831.6210202202201 17.931046634912491 29.04465015232563 189.80058792233467 13.635746896266939 27.172782242298126 8.8896477371454221 leaf_count=85 2500 526 62 39 140 379 131 211 3302 175 115 1655 334 48 92 245 346 322 794 937 611 21 80 12879 65 144 617 45 86 31 internal_value=-8.67942e-05 0.000439718 -0.00221851 -0.000216628 0.00219932 0.00281602 0.00675073 0.00199092 0.00247957 -0.00183898 -0.00256388 -0.00452151 0.000209891 -0.00179733 -0.000693738 0.00918261 -0.00063304 -0.00587489 -0.000931818 -0.00357644 0.000810463 -0.00290423 -0.0118868 -0.000516295 -0.0111353 -0.00684127 0.00173063 0.0072824 0.00263746 0.0172195 internal_weight=8123.68 6514.64 1609.05 4744.79 1769.85 1533.26 265.786 1267.47 1215.5 1543.36 1282.84 583.247 129.726 236.588 3917.6 221.286 3901.88 453.521 699.593 277.847 421.746 219.253 33.0625 3841.96 65.6921 46.9757 260.516 70.715 48.1896 22.5254 internal_count=27017 20939 6078 15856 5083 4408 755 3653 3442 5784 4943 2486 509 675 13356 624 13264 1977 2457 1052 1405 627 101 12918 294 209 841 224 148 76 is_linear=0 shrinkage=0.03 Tree=219 num_leaves=31 num_cat=0 split_feature=7 8 5 7 6 2 12 3 5 0 4 9 4 11 10 2 4 6 2 11 5 6 7 3 2 11 4 6 0 13 split_gain=9.65931 9.43001 8.66306 8.25728 6.02268 5.97409 7.99849 5.76752 5.58132 5.47469 5.45408 4.93081 4.67215 6.29625 4.66812 5.36704 5.01345 4.64417 4.60662 4.13598 4.09829 4.6461 4.07029 3.87455 3.80416 3.72228 4.07881 3.71217 3.57832 3.49879 threshold=1.5000000000000002 5.3000000000000016 2.3750000000000009 0.90000000000000013 1.7000000000000004 0.90000000000000013 1.7000000000000004 0.90000000000000013 1.7350000000000003 875.00000000000011 2.1450000000000009 6.1000000000000005 1.7750000000000004 1.8333333333333337 -0.66666666666666663 0.90000000000000013 1.2250000000000005 1.0000000180025095e-35 2.7000000000000006 1.8333333333333337 1.2050000000000007 0.70000000000000007 1.9000000000000001 1.5000000000000002 1.9000000000000001 1.0000000180025095e-35 2.1750000000000012 0.70000000000000007 200.00000000000003 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 7 12 -6 22 8 24 17 -11 28 14 -14 15 16 -2 -1 20 -17 29 -22 -7 -20 -3 27 -27 -9 -8 -5 right_child=4 3 -4 18 5 6 11 25 -10 10 -12 -13 13 -15 -16 19 -18 -19 23 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.01901436200330562 0.0034991118265558863 2.9073442009348364e-05 -0.010312203908706625 0.0069965207084806301 -0.0041360952003399567 0.0012209347747763953 -0.0053625763899170396 0.0016302601571217177 0.026444648149101049 0.011796612787223656 -0.011591850376621499 -0.0060695270818094151 0.0049364790149495543 -0.012859238704437621 0.00028646038995643421 0.0058384149378491205 -0.0068845889015703128 -0.0017579147416869082 0.015430754124057693 -0.016657764506481171 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-0.00179725 0.000695056 0.00113831 -0.000774777 0.000757029 -0.00169425 0.00383004 -0.0015426 0.00747446 -3.46333e-05 0.00193851 0.00434941 0.00123989 0.00351641 -0.000931257 -0.00169911 0.00210649 0.00541717 0.0016745 0.000769834 0.0134331 0.00903442 0.00225271 -0.00284244 -0.000558159 -0.00500701 0.00105449 0.0048011 internal_weight=9340.17 5799.38 3595.7 2203.68 3540.78 1044.24 717.339 818.353 140.821 3491.29 59.5659 675.172 2496.54 560.902 1935.64 571.371 171.072 3431.72 1385.33 400.299 1304.02 1011.38 42.1666 81.3108 131.64 677.532 329.651 347.881 571.952 292.638 internal_count=27017 17105 10700 6405 9912 2912 1992 2432 398 10263 181 1878 7000 1704 5296 1563 469 10082 3973 1094 3709 2882 114 264 372 2034 990 1044 1579 827 is_linear=0 shrinkage=0.03 Tree=220 num_leaves=22 num_cat=0 split_feature=11 11 4 10 5 8 7 4 6 4 10 2 10 4 0 7 4 7 8 11 9 split_gain=1.6231 2.29377 4.39525 6.62256 4.56166 3.59329 5.30954 4.36397 2.72285 2.88332 2.47577 1.91829 1.71807 9.53242 5.3047 3.62549 3.50225 6.25761 2.41973 1.39275 0.433776 threshold=3.1666666666666674 1.8333333333333337 2.015000000000001 0.83333333333333337 1.7650000000000006 3.7000000000000006 1.9000000000000001 1.2850000000000008 1.3 1.4050000000000007 -1.1666666666666663 3.9000000000000004 0.33333333333333326 0.73500000000000032 525.00000000000011 2.9000000000000004 0.73500000000000032 1.1000000000000003 1.7000000000000004 -0.66666666666666663 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 5 4 -4 6 7 -3 9 -7 -10 12 16 14 -14 -15 17 -1 -18 -13 -2 right_child=20 2 3 -5 -6 8 -8 -9 10 -11 -12 19 13 15 -16 -17 18 -19 -20 -21 -22 leaf_value=-0.021173214410848962 -0.0046400968479166516 0.005640129117259844 0.039762894512700035 -0.01144320852707058 0.0099518986549316825 0.011508746501588197 -0.016847475135594404 0.027109286712082702 0.013067138571617877 -0.0013525547483495151 -0.005948901391938489 0.00086956710999366946 0.010615371938892336 0.00071213345144594692 0.041401335805735233 -0.0098775566111860315 0.014650357631009806 -0.00052893085562006985 -0.00012696745258190657 -0.022823842930443945 -0.016215430160205241 leaf_weight=19.845272332429886 5.3615177422761899 22.624680519104004 8.8579131364822441 6.2766925096511832 9.6551496088504773 26.944750443100929 5.9503664821386328 13.669306114315985 6.7439524978399268 37.551305681467056 71.391975000500679 3.6953497156500816 18.140248462557796 2591.9977945163846 6.9738473594188681 29.426936134696007 9.9946538805961591 39.549923449754715 4562.3914795219898 5.6418761983513814 6.3818198591470718 leaf_count=69 19 78 30 25 34 92 21 46 24 133 253 22 62 9323 24 112 34 138 16414 38 26 internal_value=0.000213839 0.000231295 0.00332496 0.0151868 0.0242155 0.00173442 0.00941955 0.013726 -0.000541741 0.00402056 -0.00430762 0.00014229 0.000159723 0.000769486 0.0191642 0.000593258 -0.000188687 -0.00742665 -9.46661e-05 -0.0134468 -0.0109306 internal_weight=7509.07 7497.32 209.666 24.7898 18.5131 184.876 42.2444 36.294 142.632 64.4961 78.1359 7287.66 7278.32 2646.54 25.1141 2621.42 4631.78 59.3952 4572.39 9.33723 11.7433 internal_count=27017 26972 736 89 64 647 145 124 502 225 277 26236 26176 9521 86 9435 16655 207 16448 60 45 is_linear=0 shrinkage=0.03 Tree=221 num_leaves=31 num_cat=0 split_feature=0 7 3 2 9 9 5 11 8 9 12 10 2 5 4 4 6 4 9 10 2 11 5 4 9 0 10 4 10 4 split_gain=9.72723 9.81029 10.1152 6.83482 8.14346 6.34431 4.81407 5.69562 4.77927 6.07256 5.32372 4.4986 5.48892 4.34037 4.17364 3.63738 3.6312 3.53215 4.65709 3.44015 3.30117 3.27198 3.02263 2.94993 5.72524 3.24358 2.63122 4.12465 2.9852 4.91027 threshold=725.00000000000011 0.90000000000000013 1.1000000000000003 1.1000000000000003 6.3000000000000016 5.7000000000000002 1.5750000000000008 -1.1666666666666663 5.3000000000000016 8.3000000000000025 4.9000000000000012 -1.4999999999999996 2.7000000000000006 1.2750000000000006 2.2550000000000012 1.2750000000000006 1.1000000000000003 0.84000000000000041 6.7000000000000002 -1.0000000180025095e-35 1.7000000000000004 -1.8333333333333328 1.5550000000000008 1.0050000000000006 3.7000000000000006 200.00000000000003 1.1666666666666672 1.9650000000000001 0.33333333333333326 1.8550000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 21 6 14 11 7 13 10 -10 -6 20 -13 -3 16 -7 -5 19 -19 -8 -4 -1 -9 24 -23 -25 27 28 29 -2 right_child=26 3 5 4 8 15 17 22 9 -11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 -22 23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=0.017056377779960344 -0.0042050210113404995 7.7764180591216985e-05 -0.012954520341742045 -0.0035875130197676594 0.0030899353170348426 0.0085497261682460895 0.0026108117063616248 -0.00059007986433984522 -0.003273755466047606 0.011324706544253738 0.020591060393340591 0.0022995801034126706 -0.016918710964121696 0.011226997486700275 -0.008902959762571775 0.0038170109363995994 -0.0011594307817414523 0.0040797316323134608 -0.0011280386507320187 -0.012526575662104496 0.0062811998476667635 -0.012503256714585862 -0.0085455561874480477 0.0010828938976764802 0.009395946725261695 -0.0043973064025298386 0.0012507487660702781 -0.011369361497408971 -0.011230784690861294 0.011149701417639043 leaf_weight=8.3022112697362882 101.51281517744064 61.016089364886284 31.636551648378372 816.57804797589779 348.08883188664913 219.76874071359634 26.712504029273987 1491.3176529556513 216.04716747999191 29.098884433507919 16.379280641674995 763.41736690700054 13.613690018653868 64.798726007342339 79.893229588866234 436.32506117224693 1726.0211838185787 659.59589995443821 201.83446216583252 27.342655181884766 10.760732069611548 13.991069376468657 44.258502170443535 139.25555458664894 46.300151079893112 321.87062848359346 46.12592763453722 98.166688650846481 35.510268449783325 22.988934248685837 leaf_count=27 446 195 97 3137 1045 610 74 4842 724 87 48 2278 60 192 427 1248 5860 1908 567 76 35 43 133 457 136 1082 249 642 171 121 internal_value=-8.6906e-05 0.000118016 0.00192721 -0.000506513 -0.00142535 0.00320387 0.00064596 -0.000316584 0.00169794 -0.00154092 0.00387644 0.00144365 0.00196287 0.00581998 -0.00215138 0.00540231 -0.00193923 0.00239275 0.00285954 -0.00504611 -0.00807236 -0.0016289 -0.000819373 -0.00192641 0.00431406 -0.00274234 -0.00534909 -0.00652821 -0.00355818 -0.00136981 internal_weight=8118.53 7814.22 2005.24 5808.98 3232.11 1475.52 2576.88 1661.39 609.614 245.146 364.468 819.428 777.031 125.815 2622.49 656.094 2542.6 915.486 861.43 54.0552 42.3973 529.72 1535.58 521.417 60.2912 461.126 304.305 258.179 160.012 124.502 internal_count=27017 25388 6073 19315 11328 4328 7987 5362 1904 811 1093 2470 2338 387 9424 1858 8997 2625 2475 150 132 1745 4975 1718 179 1539 1629 1380 738 567 is_linear=0 shrinkage=0.03 Tree=222 num_leaves=31 num_cat=0 split_feature=7 8 5 7 6 2 12 3 5 0 4 9 4 11 10 4 2 6 2 3 4 7 3 2 8 0 9 4 9 8 split_gain=9.18375 8.96795 8.30974 7.83272 5.75467 5.71181 7.67949 5.47186 5.3258 5.21007 5.258 4.71618 4.44704 5.9607 4.48224 5.17304 5.73799 4.44483 4.41631 4.00256 6.70986 3.90722 3.76793 3.66644 3.61547 3.43641 3.39445 3.13764 3.13346 3.11761 threshold=1.5000000000000002 5.3000000000000016 2.3750000000000009 0.90000000000000013 1.7000000000000004 0.90000000000000013 1.7000000000000004 0.90000000000000013 1.7350000000000003 875.00000000000011 2.1450000000000009 6.1000000000000005 1.7750000000000004 1.8333333333333337 -0.66666666666666663 0.73500000000000032 0.90000000000000013 1.0000000180025095e-35 2.7000000000000006 1.3 1.0650000000000006 1.9000000000000001 1.5000000000000002 1.9000000000000001 8.5000000000000018 200.00000000000003 4.9000000000000012 2.1650000000000009 5.3000000000000016 4.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 7 12 -6 21 8 23 17 -11 25 14 -14 15 -2 -17 -1 19 -5 -21 -7 -20 -3 28 -8 -19 -15 -9 -16 right_child=4 3 -4 18 5 6 11 24 -10 10 -12 -13 13 27 29 16 -18 26 22 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.018605439131761388 0.028120728296050352 6.1017819935651073e-06 -0.010127531529966783 0.0032632468737375654 -0.0040508329307192116 0.0011914702429380464 -0.005266236810319568 -0.0011197291376238729 0.025767863826290663 0.011562580208126342 -0.011380294184230444 -0.0059475224300769118 0.0048177764378468449 -0.0021455202774381273 -0.0010888113883714308 -0.0015672907797929024 0.0050684172451682559 -0.00076621720949751919 0.015198271059614854 0.015831303930785828 -0.00065509298679209034 0.02012584305572444 0.0022477143648737992 0.013702910754977074 0.0079542751809256081 0.0018836086639110608 -0.0026565659346037816 -0.027227503034464948 -0.0052872488419013312 0.0017831007351045837 leaf_weight=9.7137108445167524 7.542391210794448 110.60727117955685 103.6188922226429 662.8672958612442 326.6023074388504 15.522858381271361 68.768152594566345 322.16964879631996 9.2222843766212446 48.388220518827438 11.041616857051848 103.07265600562096 541.37923201918602 10.884907633066179 716.30226521193981 166.38528509438038 397.39522670209408 1700.0532835572958 41.26154351234436 23.04707957804203 617.60554000735283 26.645355075597763 39.648164168000221 20.915334939956665 27.148154482245445 503.18319150805473 1719.7589185386896 7.6387932300567618 327.35975785553455 647.89004838466644 leaf_count=28 21 305 437 1860 920 42 188 932 26 145 36 299 1653 30 1967 456 1086 4829 146 70 1779 72 118 67 80 1391 5225 21 1022 1766 internal_value=-9.59032e-05 -0.000831354 -0.00175532 0.000676195 0.00110818 -0.00076225 0.000735339 -0.00165241 0.00372955 -0.00150667 0.00729997 -4.05557e-05 0.00189056 0.00424521 0.00120941 0.00344024 0.00311006 -0.00165928 0.0020511 0.00162896 -6.20051e-05 0.0131558 0.00885211 0.00218423 -0.00277182 0.00102395 -0.00171684 -0.0124888 -0.00322014 0.000275134 internal_weight=9333.64 5794.43 3592.57 2201.85 3539.21 1043.79 717.192 817.422 140.745 3488.96 59.4298 675.024 2495.42 559.903 1935.52 571.323 563.781 3429.53 1384.43 1303.52 640.653 42.1682 80.9097 131.523 676.678 571.951 3419.81 18.5237 649.529 1364.19 internal_count=27017 17105 10700 6405 9912 2912 1992 2432 398 10263 181 1878 7000 1704 5296 1563 1542 10082 3973 3709 1849 114 264 372 2034 1579 10054 51 1954 3733 is_linear=0 shrinkage=0.03 Tree=223 num_leaves=15 num_cat=0 split_feature=8 8 7 13 11 8 4 4 4 8 11 10 9 7 split_gain=1.60685 2.34239 2.2068 3.00113 2.13098 1.97994 4.02506 3.38178 2.2443 2.14554 4.01287 2.75967 0.63179 0.479783 threshold=1.1000000000000003 1.7000000000000004 1.7000000000000004 2.7000000000000006 -3.1666666666666661 2.5000000000000004 1.0650000000000006 1.3250000000000008 0.92500000000000027 3.9000000000000004 -1.4999999999999996 1.5000000000000004 1.5000000000000002 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 -2 13 6 8 -8 -6 10 -7 -11 -1 -3 right_child=1 4 -4 -5 5 9 7 -9 -10 11 -12 -13 -14 -15 leaf_value=-0.0032176183702944286 0.018223191255530246 -0.0068999667970248901 0.025338421855441346 -0.0099766940905024488 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Tree=224 num_leaves=31 num_cat=0 split_feature=7 2 9 3 8 5 11 8 6 9 12 11 4 4 2 12 9 12 4 13 8 10 8 2 11 0 4 9 3 7 split_gain=9.30122 8.7444 8.09523 7.60781 6.30299 5.79927 5.16745 4.8369 4.38052 6.95912 4.14644 4.3675 4.06281 4.11811 3.87933 3.74807 3.5943 3.41178 5.48031 3.29408 2.99567 7.17183 3.53933 2.94201 2.92968 2.81682 7.13116 3.63609 2.81594 2.80079 threshold=1.7000000000000004 2.3000000000000003 4.3000000000000016 1.3 3.5000000000000004 1.2950000000000006 1.1666666666666672 1.7000000000000004 1.7000000000000004 6.5000000000000009 5.1000000000000005 1.8333333333333337 1.9100000000000006 1.7150000000000005 2.9000000000000004 3.5000000000000004 6.3000000000000016 3.1000000000000005 1.2950000000000006 1.7000000000000004 4.5000000000000009 0.33333333333333326 3.9000000000000004 1.5000000000000002 -0.33333333333333309 525.00000000000011 0.79500000000000026 2.9000000000000004 1.3 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 6 15 -3 7 -4 14 16 11 -5 13 -6 -2 28 25 18 24 -12 21 -7 -23 -17 -11 26 -10 -27 -1 -14 right_child=8 5 3 10 12 20 -8 -9 9 17 19 -13 29 -15 -16 23 -18 -19 -20 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.0044443370361962461 -0.0026775782660566723 -0.011449525383478909 0.026824572333326999 0.0026425198657515697 -0.0021204004519721417 -0.0057888218063508155 -0.0071629072883034172 0.00020068756494396562 0.022649786677354462 0.026672203149672741 -0.0011649802341560523 -0.0030358345134282516 0.0067918199801037396 0.0034990873726428828 -0.013747146442051683 0.026728483159304525 -0.014679157971876487 0.020759418801095289 -0.0054207964559405634 0.016798541956120676 -0.0037684772921047472 0.0034183553965090388 0.022190917263090106 0.0054262885802354036 0.0049004650103837491 0.012188047881103694 4.9412702992663933e-05 -0.0055055953464699129 -0.0019082278137921649 -0.01061559777977486 leaf_weight=158.87308718264103 1246.8289363831282 73.993413329124451 6.1645876467227927 2328.4456929266453 1094.1339245140553 39.18582908809185 87.966798298060894 1631.7892236560583 12.975710451602934 11.036358058452608 12.950821608304976 128.64263674616814 9.4479588121175748 131.47003198415041 29.159318372607231 10.017177730798723 16.578484579920769 17.792949140071869 21.982120335102081 31.616234198212624 236.06090254336596 18.207620084285736 17.949921905994415 13.975838080048559 11.215388923883436 11.346761062741278 397.22955612838268 132.71239630877972 103.85356049239635 69.596057794988155 leaf_count=513 4706 427 18 6840 3568 137 284 5331 39 31 37 371 43 512 192 28 54 51 67 92 998 62 62 43 32 40 1327 455 309 348 internal_value=-8.71406e-05 0.000476282 0.00076613 0.00145265 -0.00105766 -0.00390001 -7.95261e-05 0.000300889 -0.00191843 0.0001222 0.00250972 0.00234523 -0.00194276 -0.0015176 -0.00293054 0.00296977 -0.000914786 0.00966574 0.00520334 0.0115785 -0.00210615 0.00310214 0.0127377 0.01432 0.0156987 -0.000503082 0.000764313 -0.00411196 0.00193322 -0.00853493 internal_weight=8113.2 6204.34 5818.94 4227.58 1591.37 385.398 1725.92 1637.95 1908.86 632.87 2501.66 2457.09 1304.65 1225.6 1275.99 286.72 570.843 62.0268 44.2339 44.5671 311.404 75.3434 36.1575 23.993 22.2517 554.264 410.205 144.059 262.727 79.044 internal_count=27017 20023 18337 12973 5364 1686 5633 5349 6994 2096 7340 7211 4471 4080 4898 893 1915 181 130 129 1259 261 124 71 63 1861 1366 495 822 391 is_linear=0 shrinkage=0.03 Tree=225 num_leaves=31 num_cat=0 split_feature=6 3 7 0 7 5 10 12 6 12 2 4 5 9 8 9 9 4 13 3 0 11 5 6 4 2 0 9 4 6 split_gain=8.89446 8.19456 6.77304 6.75642 6.29701 6.18313 6.4004 6.05666 5.96846 4.74702 7.80655 7.1155 4.64904 4.57062 4.45018 5.36704 4.46291 4.38797 4.91518 4.58373 4.3649 4.20853 3.96248 3.80231 4.60731 3.63765 4.05744 3.54141 3.43545 3.15739 threshold=0.90000000000000013 1.5000000000000002 2.7000000000000006 525.00000000000011 0.70000000000000007 0.74500000000000033 -0.49999999999999994 3.3000000000000007 2.1000000000000005 1.5000000000000002 0.90000000000000013 0.93000000000000027 1.6250000000000002 2.7000000000000006 6.9000000000000012 3.3000000000000003 6.1000000000000005 1.6600000000000006 0.90000000000000013 2.7000000000000006 350.00000000000006 -1.1666666666666663 2.4350000000000009 1.3 1.0750000000000008 1.1000000000000003 475.00000000000006 5.9000000000000012 0.93000000000000027 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 5 17 25 -2 8 -8 -7 -5 12 -12 -11 -4 22 -16 -17 18 20 -20 -1 -21 28 -15 -25 29 -27 -24 -6 -3 right_child=1 4 13 9 14 6 7 -9 -10 10 11 -13 -14 23 15 16 -18 -19 19 21 -22 -23 27 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0037660080042846 0.0087078396692482473 -0.013227811792420888 -0.010945564205671925 0.014529375747745682 -0.006266049117982805 0.0023985673408710973 -0.00128382064147886 0.0039421285566679136 -0.0032231572905180596 4.6431693896936658e-05 -0.026095575518377049 0.0049147358657376117 -0.013833988162650435 -0.00010156460756925197 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633 564 184 19 1897 100 96 30 309 177 1273 2348 19 29 71 63 46 205 389 507 248 5159 303 internal_value=-9.47617e-05 -0.000593656 0.000151736 0.00162545 -0.00196204 -4.76617e-05 -0.00018759 -0.000927131 0.00155465 0.00387678 0.00335124 0.00458265 -0.00449415 0.00668276 -0.00129272 0.00323561 0.00450769 0.000337447 -0.000870828 -0.000514123 -0.0147526 -0.0131595 -0.00170951 0.00836545 0.0115581 -0.00528283 -0.0031883 -0.00822629 -0.0014279 -0.00893732 internal_weight=9327.66 7230.64 4680.86 2097.03 2549.78 4542.18 4470.73 3138.51 1332.22 763.129 727.25 628.587 98.6631 138.676 2122.07 178.856 168.746 1333.9 893.366 870.985 22.3808 25.0564 1943.21 126.593 91.9291 427.711 271.884 80.4953 1862.72 155.827 internal_count=27017 20939 13078 6078 7861 12698 12502 8778 3724 2298 2200 1916 284 380 6372 516 486 3780 2507 2438 69 90 5856 347 251 1489 896 311 5545 593 is_linear=0 shrinkage=0.03 Tree=226 num_leaves=22 num_cat=0 split_feature=11 11 6 10 3 4 4 3 4 7 2 2 9 13 5 5 12 9 12 11 9 split_gain=1.56578 2.09121 4.11135 4.76103 3.49314 2.60247 4.38936 3.13124 2.4486 2.36475 2.11882 1.84523 1.67533 4.44956 3.27182 2.68028 1.97454 2.01877 1.86962 1.3789 0.419469 threshold=3.1666666666666674 1.8333333333333337 1.3 -0.83333333333333315 3.1000000000000005 2.015000000000001 2.2750000000000008 2.9000000000000004 1.3450000000000006 1.7000000000000004 1.3 3.9000000000000004 3.7000000000000006 1.1000000000000003 1.1550000000000007 1.2050000000000007 6.1000000000000005 10.500000000000002 6.5000000000000009 -0.66666666666666663 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 5 10 9 7 -7 8 -3 -5 -4 12 13 14 -1 -15 17 -14 -18 -13 -2 right_child=20 2 3 4 -6 6 -8 -9 -10 -11 -12 19 16 15 -16 -17 18 -19 -20 -21 -22 leaf_value=0.033649421859190204 -0.0045935403780099533 0.0096701237654956453 0.0030930929366867642 0.00093211038064550447 -0.024840613881955676 0.034174278950254176 0.0043318208328242715 0.022533921025755802 -0.0014114659195395189 -0.010524365771900121 0.023851857006845677 0.0009389987923743426 -9.2735603936712014e-05 -0.00046220599660924363 0.0059949701037077139 0.0022767877271495296 0.025650605068049649 0.016028577161074323 -0.00029710189905246716 -0.022753835149889417 -0.016009220412736242 leaf_weight=6.3056922554969814 5.3544186353683454 31.361655414104462 8.8663145899772662 64.794940501451492 6.4384054839611045 8.1670244038105029 9.70934049785137 8.5297980010509473 41.949513390660286 21.627764701843262 8.8346107304096204 3.685071662068367 5956.9164407774806 628.48709329217672 9.8883833736181241 658.3837199062109 5.2323680073022825 6.9990396648645392 4.7844188064336777 5.5258325412869436 6.3118945807218552 leaf_count=21 19 106 31 224 28 27 37 31 146 75 31 22 21477 2285 35 2291 21 26 20 38 26 internal_value=0.000212174 0.000229265 0.00317873 -0.00080507 -0.00352307 0.00759579 0.0179657 0.00533071 0.00332911 -0.00193494 0.0134539 0.000144143 0.000161128 0.00113576 0.0167631 0.000939107 -5.14639e-05 -7.38162e-05 0.0132569 -0.0132749 -0.0107698 internal_weight=7508.15 7496.49 210.279 110.562 92.8611 99.7173 17.8764 81.841 73.3112 86.4227 17.7009 7286.21 7277 1303.06 16.1941 1286.87 5973.93 5963.92 10.0168 9.2109 11.6663 internal_count=27017 26972 736 389 327 347 64 283 252 299 62 26236 26176 4632 56 4576 21544 21503 41 60 45 is_linear=0 shrinkage=0.03 Tree=227 num_leaves=31 num_cat=0 split_feature=6 3 9 7 9 4 9 4 10 8 4 9 7 8 3 4 4 13 12 7 5 9 2 5 12 8 8 8 9 11 split_gain=9.08402 7.59599 8.66344 5.86286 5.76901 5.6472 5.52473 6.503 5.19747 5.10126 5.08247 4.78336 4.46013 4.1099 4.10555 4.0968 4.79534 3.96168 8.88843 3.88984 3.73259 3.68392 4.93908 4.27338 3.54001 3.37649 3.31463 3.39316 3.2872 3.97157 threshold=0.90000000000000013 0.90000000000000013 4.3000000000000016 0.90000000000000013 2.9000000000000004 1.9750000000000003 7.5000000000000009 1.2150000000000005 -0.33333333333333331 4.1000000000000005 2.0050000000000012 3.9000000000000004 3.1000000000000005 3.7000000000000006 1.3 0.97000000000000031 1.0150000000000006 0.90000000000000013 2.5000000000000004 1.9000000000000001 1.7400000000000007 3.9000000000000004 2.1000000000000005 1.3050000000000006 2.1000000000000005 5.7000000000000002 8.3000000000000025 4.5000000000000009 5.1000000000000005 -1.1666666666666663 decision_type=2 2 2 2 2 2 2 2 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 5 6 25 15 10 -8 11 24 -4 -2 21 -6 17 -3 -17 18 -15 -11 -19 22 -10 -23 -5 -1 27 -7 29 -16 right_child=1 2 3 9 13 26 7 -9 12 19 -12 -13 -14 14 28 16 -18 20 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0067421572292293902 0.001087609874287865 0.0040439497461906898 0.0033352757747280265 0.0068902813387118683 0.0016933847740026478 0.0078227821507187555 0.019533104894113622 0.0050152915797628339 -0.0019140026558665648 0.0006933405674036877 -0.0061340270705909933 -0.0052485809874498104 -0.020190973566294443 0.033124460215992295 0.0064422650434121237 -0.011180797935636533 -0.00082985553452247555 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1929 95 39 308 1405 937 internal_value=-8.74548e-05 0.00041067 0.000963459 0.00173276 -0.0021116 -0.00104713 0.00360096 0.00931854 -0.00148986 0.000958085 0.00278721 -0.00369758 -4.4777e-05 -0.00174173 -0.00244253 -0.000598469 -0.00119925 -0.00431108 0.011692 4.95686e-05 -0.0046962 0.000180068 -0.00301907 0.00136263 0.00291889 -0.0108778 -0.00916753 -0.0112573 -0.000893009 -0.00343473 internal_weight=8108.53 6507.17 5040.95 3645.92 1601.36 1395.03 1068.69 133.15 1466.21 2577.23 935.541 580.049 886.165 1536.53 1276.18 1321.99 1170.51 578.53 13.5952 1761.2 564.935 876.384 236.524 639.86 816.033 64.8297 73.0406 65.985 697.648 276.468 internal_count=27017 20939 15853 11148 6078 4705 3106 381 5086 8042 2725 2004 3082 5784 4943 4322 3865 2486 52 5639 2434 3045 869 2176 2403 294 383 344 2457 1052 is_linear=0 shrinkage=0.03 Tree=228 num_leaves=31 num_cat=0 split_feature=2 5 6 7 8 3 13 7 12 7 11 8 2 8 4 8 10 9 10 4 6 11 2 5 10 5 6 4 8 11 split_gain=8.46138 7.45031 6.59177 5.89749 5.32574 5.07529 5.64474 4.87547 4.84346 4.7233 4.58784 4.40336 4.3721 6.61914 4.54575 4.20196 4.16886 4.09043 4.0586 3.86042 3.66261 3.64678 3.64602 3.57843 3.52765 3.52444 3.45161 3.31966 3.29242 4.34204 threshold=1.3 1.2050000000000007 1.7000000000000004 0.70000000000000007 4.1000000000000005 0.70000000000000007 2.3000000000000007 0.90000000000000013 2.5000000000000004 1.3 0.50000000000000022 8.5000000000000018 1.9000000000000001 4.5000000000000009 1.9050000000000002 4.7000000000000002 0.33333333333333326 3.3000000000000003 -1.1666666666666663 1.6600000000000006 2.1000000000000005 -0.83333333333333315 0.3000000000000001 1.3150000000000006 1.5000000000000004 1.0750000000000008 1.1000000000000003 1.4250000000000005 5.9000000000000012 -0.33333333333333331 decision_type=2 2 2 2 2 2 2 2 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 12 5 18 9 6 10 11 -9 16 -3 -7 -2 -14 20 -5 -4 -11 19 21 -15 -1 25 -8 -24 -17 -23 -26 -20 -30 right_child=1 2 4 15 -6 7 23 8 -10 17 -12 -13 13 14 -16 22 -18 -19 28 -21 -22 26 24 -25 27 -27 -28 -29 29 -31 leaf_value=0.027792288695361878 0.0017391755741333593 0.014259134440029787 -0.0060989958893235083 -0.0014701674082741435 -0.00069080266648512633 -0.0021049816996281307 -0.0057782638359226285 -0.0043078342552230545 0.0017632784528514044 -0.021039522360520632 -0.007987508588418582 0.013148738178067351 -0.00056149168403454039 0.014269909564203199 0.0044346310437249938 0.012033874154921171 -0.018621085243421695 -0.00044117010017445511 -0.0056937952750435112 -0.015420234587699493 -0.006250960510642156 0.017050350756481421 0.00075689784056667765 0.0051838581002666894 0.0025200232517061322 -0.0095747492653126542 -0.0028910938506511441 -0.020174534517464066 -0.0078763543943179363 0.0048878084747321351 leaf_weight=7.0071214735507956 670.13561993837357 70.979325592517853 60.966941520571709 2242.3457649201155 549.19319674372673 634.44870814681053 41.327360987663269 127.28401103615761 1669.3692469149828 9.4472341835498792 9.454263508319853 17.50224743783474 98.705974981188774 110.41602523624897 114.25728878378868 7.7857608497142783 39.385993361473083 106.35737071931362 430.87689763307571 7.4289080053567877 8.4251131713390333 11.981986045837401 1997.0976818054914 76.24592100083828 9.8639602363109606 53.290036991238594 22.445220291614532 14.082697063684462 37.634358525276184 66.137041464447975 leaf_count=21 1852 204 192 6514 1593 1873 117 348 4799 26 28 51 280 329 404 21 129 305 1429 23 23 35 5584 216 28 157 71 39 117 209 internal_value=-9.39091e-05 0.000859172 0.000191266 -0.000951046 -0.00226082 0.000900362 0.00552019 0.000526779 0.00133317 -0.00624977 0.0116442 -0.00169548 0.00313363 0.00594998 0.00870727 -0.000569047 -0.0110136 -0.00212156 -0.00378208 0.00449406 0.0128151 0.00806456 0.000401417 0.00133064 0.000619652 -0.00682015 0.00404929 -0.0108263 -0.00453846 0.000258681 internal_weight=9321.88 4413.9 3411.96 4907.98 765.351 2646.61 198.007 2448.6 1796.65 216.158 80.4336 651.951 1001.94 331.804 233.098 4324.47 100.353 115.805 583.512 48.8632 118.841 41.4343 2082.12 117.573 2021.04 61.0758 34.4272 23.9467 534.648 103.771 internal_count=27017 12769 9881 14248 2245 7636 565 7071 5147 652 232 1924 2888 1036 756 12343 321 331 1905 150 352 127 5829 333 5651 178 106 67 1755 326 is_linear=0 shrinkage=0.03 Tree=229 num_leaves=15 num_cat=0 split_feature=13 6 4 8 13 9 9 9 8 5 7 4 4 5 split_gain=1.53984 1.92493 9.09936 1.67284 2.59447 2.09164 2.02707 5.1786 1.79964 2.1583 1.92365 1.73273 2.76579 0.90713 threshold=6.1000000000000005 3.3000000000000003 1.1150000000000007 2.5000000000000004 3.7000000000000006 10.500000000000002 1.5000000000000002 1.7000000000000004 2.3000000000000003 1.6050000000000004 1.7000000000000004 1.2450000000000008 1.0750000000000008 1.5850000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 8 6 -5 -8 9 -1 -10 12 -6 -4 right_child=-2 2 13 5 11 -7 7 -9 10 -11 -12 -13 -14 -15 leaf_value=0.0011240791344074733 -0.013870925511598001 0.027559002416470021 -0.0012496273102806741 -0.016981826992787715 0.0067574477143048676 0.015936565892753368 0.021699441299092355 0.000239991929060124 -0.0059906891162178795 -0.0080032979044927025 -0.020665242824666381 0.016463137046671416 -0.011989863289096207 -0.017117641577651117 leaf_weight=71.206252858042717 6.9820783585309973 11.861693412065508 6.8368509411811811 6.1349252611398688 23.699005678296089 7.663550838828086 10.135029524564741 7246.5769592747092 47.800753086805344 34.668668448925018 9.6653056144714338 8.2858520448207837 10.101202696561812 6.1672430485486984 leaf_count=248 25 39 23 23 81 28 33 26093 172 131 34 29 36 22 internal_value=0.000211095 0.000224203 0.00855731 0.000196486 -0.00247326 0.000271919 0.000255391 0.000269963 -0.00418461 -0.00186467 -0.00845883 0.00416869 0.00115481 -0.0087751 internal_weight=7507.79 7500.8 24.8658 7475.94 205.427 7270.51 7262.85 7256.71 163.341 105.875 57.4661 42.0861 33.8002 13.0041 internal_count=27017 26992 84 26908 731 26177 26149 26126 585 379 206 146 117 45 is_linear=0 shrinkage=0.03 Tree=230 num_leaves=31 num_cat=0 split_feature=0 9 3 7 6 10 4 11 7 6 7 8 8 9 8 6 5 0 9 5 12 12 7 10 4 2 4 10 4 10 split_gain=8.75649 8.60694 10.4281 7.5222 7.98359 7.43218 7.17563 5.44326 4.70468 4.49621 4.45825 3.86589 4.18604 4.63374 4.60409 3.89474 3.6345 4.78533 3.63173 3.53945 2.97535 2.90448 2.71373 2.59592 4.02562 2.98386 2.91782 4.61901 4.10159 2.66857 threshold=725.00000000000011 4.3000000000000016 0.90000000000000013 0.3000000000000001 1.3 -0.33333333333333331 1.9500000000000004 -1.8333333333333328 1.5000000000000002 2.7000000000000006 1.9000000000000001 6.3000000000000016 5.5000000000000009 3.1000000000000005 3.5000000000000004 1.1000000000000003 1.1450000000000007 200.00000000000003 6.1000000000000005 1.0850000000000006 1.5000000000000002 2.9000000000000008 0.70000000000000007 1.1666666666666672 2.2150000000000007 3.7000000000000006 2.0650000000000008 1.8333333333333339 2.1750000000000012 0.33333333333333326 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 5 -4 10 21 11 -6 9 -7 -5 12 14 -14 -1 20 17 -8 -10 -19 -13 -3 -17 24 29 -26 27 -25 -28 -2 right_child=23 2 3 4 7 8 16 -9 18 -11 -12 15 13 -15 -16 22 -18 19 -20 -21 -22 -23 -24 26 25 -27 28 -29 -30 -31 leaf_value=0.0015417345362339586 -0.0026229150235508258 -0.0044260696194270057 0.0090825789783190621 0.00026557795175801715 0.010277611147328976 0.0017633490260550748 0.025986933804379823 0.0021028404025266764 -0.004784081691950463 0.023496644923963365 -0.0043886123042267749 0.010576094299486721 -0.0050628264316141666 0.0045731143314683732 -0.0020890177162322375 -0.014716133105386445 -0.011470274982421891 -0.010237180455507661 0.0038778448189883668 0.015269768870174668 -0.011738898999284039 -0.01724328718612398 -0.00044204146499691289 -0.015066565050011633 -0.016489386252256669 0.0087594798612785733 0.034615245289492884 0.013014318145430623 0.002700312212041403 -0.010778107457587349 leaf_weight=419.24303016066551 160.06211099028587 419.37378636002541 111.82032462954521 1711.4705909639597 75.72081071138382 377.77754312008619 5.3582112938165656 2300.4655884951353 206.22060366719961 8.7659745812416059 207.71418526768684 5.8012713789939871 55.574142351746559 234.16134139895439 1256.1833778470755 13.239349916577337 92.358552351593971 23.150782778859142 55.231518894433975 6.2094893455505362 73.632489949464798 16.539508879184723 126.72750386595726 15.964866906404497 43.863856084644794 4.6600045487284651 4.5818170458078411 7.8711566403508177 17.339385807514191 46.633178047835827 leaf_count=1348 792 1411 316 5416 220 1256 25 6858 759 26 767 23 208 822 4233 42 471 137 188 35 298 81 448 79 314 30 24 38 108 244 internal_value=-8.75458e-05 0.000106135 0.000752611 0.00140096 0.00120099 -0.00188359 -0.00142951 0.00236334 0.000153902 0.00225621 -0.000238147 -0.00102639 -0.000604705 0.00272485 -0.00118049 -0.00480336 -0.00835962 -8.46175e-05 -0.00295426 -0.00484264 -0.0101092 -0.00491238 -0.00179222 -0.00510868 -0.00628838 -0.0140646 0.00147134 -0.00579367 0.00937095 -0.00446283 internal_weight=8103.72 7802.74 5491.1 4407.19 4295.37 1083.91 2311.64 2376.19 647.996 386.544 1919.18 2184.56 1965.16 289.735 1675.43 219.401 127.077 34.7185 261.452 29.3603 79.4338 435.913 139.967 300.976 255.219 48.5239 45.7572 23.836 21.9212 206.695 internal_count=27017 25388 17298 13577 13261 3721 8090 7078 2229 1282 6183 7422 6611 1030 5581 811 668 197 947 172 321 1492 490 1629 1380 344 249 117 132 1036 is_linear=0 shrinkage=0.03 Tree=231 num_leaves=31 num_cat=0 split_feature=7 4 13 6 5 7 5 6 0 8 8 0 8 10 3 5 4 4 13 5 5 11 6 2 5 4 7 7 11 0 split_gain=8.17459 7.71071 6.91812 6.05915 6.60868 5.16653 5.34255 6.51982 7.02241 5.34961 4.77183 6.13183 4.70225 4.60955 4.19024 5.05622 4.15999 4.85469 4.68259 4.11553 4.01068 3.46034 3.41989 3.13882 3.09392 5.92178 3.99186 3.06668 3.02564 2.99867 threshold=1.3 2.2350000000000008 3.3000000000000007 0.70000000000000007 1.4450000000000007 0.3000000000000001 1.8600000000000005 0.70000000000000007 200.00000000000003 4.9000000000000012 6.7000000000000002 475.00000000000006 1.3 1.1666666666666672 0.90000000000000013 2.1050000000000009 2.0950000000000011 1.7850000000000004 2.7000000000000006 2.1550000000000011 2.2350000000000008 -1.0000000180025095e-35 0.3000000000000001 1.1000000000000003 1.4750000000000008 1.1250000000000007 1.7000000000000004 0.90000000000000013 -0.83333333333333315 350.00000000000006 decision_type=2 2 2 2 2 2 2 2 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 5 10 16 14 9 22 -9 12 13 -12 -7 -2 -1 -16 17 -5 -18 28 -17 -15 -8 -13 25 -6 -26 -11 -3 -30 right_child=1 19 -4 4 24 6 7 8 -10 27 11 23 -14 21 15 20 18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=0.0062229723165685043 0.0035918002706748602 0.017120891915809126 -0.0055637644371650807 0.00091009744980187902 -0.016362020183690231 -0.026110054266158114 -0.0077038581476077646 0.0044349251015789078 -0.0049817223136678314 -0.00022362525259961771 0.022680132394844923 -0.014145363690802354 -0.001074152440376352 -0.017202967293861181 -0.011226496576689258 0.019101328262797306 -0.025036460584869628 0.0054441663521068006 -0.0023306552325131464 -0.0093896788282343355 -0.0049478106068115233 0.00048470556767925093 0.0063691418874170123 0.0080128325882388267 -0.0022825091155555598 -0.0020852577355390603 0.00070458031846036496 0.0023721042402779294 0.014423499495335439 0.0039650897005400051 leaf_weight=21.228985220193863 386.56477707624435 27.713448539376259 280.77099293470383 2053.7076462209225 34.067926108837128 6.7792918980121604 18.684842228889465 81.054716795682907 590.72067230939865 732.8139581233263 25.740484744310379 7.2903539836406699 1667.0925656557083 17.283321797847748 102.64293350279331 9.4249079525470751 10.855017319321631 237.06713400781155 33.101384788751602 13.115699201822279 18.475324869155884 23.475490361452103 92.367728769779205 27.295304775238037 840.52169142663479 112.47327154874802 772.88863310217857 928.82773196697235 31.722775399684906 111.04563370347023 leaf_count=60 1080 94 862 5579 96 19 56 256 2075 2100 75 21 4805 49 320 35 34 696 102 37 77 67 282 92 2468 309 2146 2634 102 389 internal_value=-9.28484e-05 0.000775501 -0.00100223 0.000533964 0.000157496 -0.000702298 -0.000501973 -0.00273237 -0.00384553 2.14903e-05 0.00369508 0.0115934 -0.00117555 0.00258005 -0.00613813 -0.0081483 0.0012039 0.00137932 -0.00793785 0.00680394 0.00317617 -0.00701556 0.00400133 0.00334208 -0.00123065 -0.00540432 -0.000851573 0.00122734 0.00804976 0.00628892 internal_weight=9316.81 4765.93 4550.88 4582.33 4094.68 4270.11 4118.34 782.828 671.775 3335.51 487.65 60.3261 1673.87 427.324 151.772 130.543 2334.73 2290.77 43.9564 183.598 27.9002 40.7588 111.053 34.5857 1759.95 146.541 1613.41 1661.64 170.482 142.768 internal_count=27017 13436 13581 12814 11430 12719 12227 2669 2331 9558 1384 188 4824 1196 492 432 6411 6275 136 622 112 116 338 113 5019 405 4614 4734 585 491 is_linear=0 shrinkage=0.03 Tree=232 num_leaves=15 num_cat=0 split_feature=8 8 6 13 11 8 4 4 7 8 11 10 9 8 split_gain=1.53941 2.26376 2.12655 4.3414 2.04421 1.82899 3.84776 3.25387 2.23089 2.00493 3.8203 2.68223 0.611941 0.473802 threshold=1.1000000000000003 1.7000000000000004 1.3 3.5000000000000004 -3.1666666666666661 2.5000000000000004 1.0650000000000006 1.3250000000000008 1.5000000000000002 3.9000000000000004 -1.4999999999999996 1.5000000000000004 1.5000000000000002 4.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 -2 -4 13 6 8 -8 -6 10 -7 -11 -1 -3 right_child=1 4 3 -5 5 9 7 -9 -10 11 -12 -13 -14 -15 leaf_value=-0.003152348108255246 0.025866498957865313 -0.019878463820491916 -0.013564008663434721 0.01967240743432954 0.0055809565564285237 -0.0051759371676530211 -0.011226110331657723 0.00054441531922430608 -0.0044747555241625827 -0.00013419494774069373 0.0015262716778748741 0.0028194348183212146 -0.017024380927601761 -0.00672941145040039 leaf_weight=5.2355779707431775 5.67132540047169 5.0407306253910047 6.64138415455818 7.5672479271888733 53.046537026762962 80.417444065213203 59.39783239364624 32.814982563257217 31.735038593411446 5328.5144497305155 1588.5724104642868 291.86724797636271 6.3129985779523849 4.8291066884994507 leaf_count=20 20 20 23 25 185 287 219 116 110 19452 5390 1107 23 20 internal_value=0.000209133 0.000225995 0.010336 0.00413708 0.000199111 0.000217147 -0.00279612 -0.00703743 0.00181695 0.000290313 0.00120334 1.91875e-05 -0.0107355 -0.0134449 internal_weight=7507.66 7496.12 19.88 14.2086 7476.24 7466.37 176.994 92.2128 84.7816 7289.37 1668.99 5620.38 11.5486 9.86984 internal_count=27017 26974 68 48 26906 26866 630 335 295 26236 5677 20559 43 40 is_linear=0 shrinkage=0.03 Tree=233 num_leaves=31 num_cat=0 split_feature=0 7 9 3 5 6 11 6 4 2 5 8 8 4 3 10 8 6 9 2 10 9 4 10 4 2 4 10 4 2 split_gain=8.37177 8.28839 8.0994 5.19053 5.90877 9.49944 7.65295 4.60348 6.86301 4.32178 4.24265 6.50819 4.23223 3.96104 3.85378 3.32734 3.15146 3.02571 5.58138 4.24173 3.38266 3.16196 2.79306 2.51161 3.9428 2.91747 2.79948 4.45652 3.82186 2.66371 threshold=725.00000000000011 1.7000000000000004 5.1000000000000005 1.3 1.3750000000000007 0.90000000000000013 0.50000000000000022 0.70000000000000007 1.4850000000000005 0.50000000000000011 1.4550000000000007 7.5000000000000009 1.7000000000000004 1.1350000000000007 3.9000000000000004 -2.1666666666666656 4.3000000000000016 1.7000000000000004 6.5000000000000009 2.9000000000000004 1.1666666666666672 6.3000000000000016 1.5850000000000006 1.1666666666666672 2.2150000000000007 3.7000000000000006 2.0650000000000008 1.8333333333333339 2.1950000000000007 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 5 -4 -6 8 16 13 12 -12 -9 -5 -11 22 -1 19 21 -17 -20 -19 -3 24 -2 -26 27 -25 -28 -30 right_child=23 15 3 9 6 -7 -8 10 -10 14 11 -13 -14 -15 -16 17 -18 18 20 -21 -22 -23 -24 26 25 -27 28 -29 29 -31 leaf_value=0.0043510586191824498 -0.0043702035232661175 -0.0018734411798547413 -0.0057770439375705142 0.0032283979078388983 0.00018164641603121939 0.0050151270549235521 -0.0071576013376335856 0.015794408587058911 -0.0095065277866587267 0.002149355654788724 0.0017884955765817136 -0.012667466547010682 -0.001213670660204986 0.013792273807944925 0.015765602078950808 -0.0021894568897170971 -0.0041230611613133905 -0.00038846514845825985 0.0057589560122471503 -0.016780241095869466 0.025301019654002048 -0.01405042494159062 -0.024389425375079831 -0.014901390707055337 -0.016358022124815824 0.0085673297488685959 0.031212189664543318 0.012656951718899691 0.0188678621020467 -0.006479386210770469 leaf_weight=76.45327527821064 205.94542489945889 9.314485505223276 92.425172097980976 71.061686962842941 518.04428368806839 356.68783588707447 169.77615883201361 13.278023198246954 121.55977626144886 1768.0749302655458 1014.0361334830523 28.825851857662201 1581.1537414640188 58.033591836690903 18.907522350549698 1174.9211661741138 81.709586963057518 539.6475033313036 52.151805356144905 18.209903635084629 9.4103302359580976 15.689876183867453 10.602353416383265 15.797915689647199 43.256319612264633 4.6840116977691642 5.3547555580735233 7.9332690238952628 5.634563863277438 11.046970866620539 leaf_count=249 1036 33 351 196 1608 1147 526 42 538 5118 3008 107 5436 162 57 4339 282 1797 151 111 28 50 52 79 314 30 27 38 32 73 internal_value=-8.70472e-05 0.000101996 0.000643424 0.00172353 0.000117686 0.00279415 -0.00162992 -0.000487034 -0.00414644 0.00267637 -9.89017e-05 0.00138892 -0.00107203 0.00797729 0.00229343 -0.00166436 -2.68138e-05 -0.00153017 0.000175632 -0.00241215 0.00874614 -0.000774455 -0.0138594 -0.00500783 -0.00617397 -0.0139227 0.00146104 -0.00568871 0.00916072 0.00208222 internal_weight=8099.63 7799.97 5970.03 3053.01 1136.93 449.113 687.82 2917.02 279.723 1916.08 2637.29 1042.86 1594.43 129.095 1786.98 1829.95 158.163 1810.03 616.9 1193.13 61.5621 555.337 19.9168 299.653 253.886 47.9403 45.7675 23.7312 22.0363 16.6815 internal_count=27017 25388 18827 9165 3632 1498 2134 9662 1069 5533 8593 3115 5478 358 5175 6561 531 6476 2026 4450 179 1847 85 1629 1380 344 249 117 132 105 is_linear=0 shrinkage=0.03 Tree=234 num_leaves=31 num_cat=0 split_feature=2 5 6 3 5 8 8 3 13 13 0 4 7 11 2 8 4 2 10 7 10 0 13 6 7 9 0 7 9 6 split_gain=7.88115 6.95885 6.10722 5.58943 5.31872 6.44793 5.08141 4.80142 5.45 4.56272 5.7138 5.37348 4.51075 4.44517 4.1613 6.31059 4.43665 4.09808 4.05891 3.51722 4.16508 3.59632 6.08072 3.51326 3.4976 3.48627 3.37666 3.28079 4.47374 4.21999 threshold=1.3 1.2050000000000007 1.7000000000000004 1.5000000000000002 1.0050000000000006 4.7000000000000002 4.1000000000000005 0.70000000000000007 2.3000000000000007 1.7000000000000004 875.00000000000011 1.5750000000000008 1.3 0.50000000000000022 1.9000000000000001 4.5000000000000009 1.9050000000000002 1.5000000000000002 0.33333333333333326 0.50000000000000011 -1.1666666666666663 200.00000000000003 1.3000000000000003 2.1000000000000005 1.9000000000000001 3.3000000000000003 575.00000000000011 2.7000000000000006 2.7000000000000006 1.3 decision_type=2 2 2 2 2 2 2 2 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 14 7 27 5 -5 12 8 13 11 -11 -9 18 -3 -2 -16 23 -14 -4 20 -6 25 -23 -17 -10 -21 -22 -1 -29 -30 right_child=1 2 6 4 19 -7 -8 9 24 10 -12 -13 17 -15 15 16 -18 -19 -20 21 26 22 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.00037378174291655814 0.0016689136168053587 0.013965358090895077 -0.0059072716466597851 -0.0039601727167815149 0.0097473986680619087 0.035579686665002698 -0.00064653667941927569 -0.0068731432189914066 -0.0023842400658883127 0.00072296099952957502 0.0075487929721040079 5.1433295802596658e-05 0.0062957273375685114 -0.0079383189449571904 -0.00057254577503240971 0.013985812306720606 0.0042534901729260081 -0.0058710856606104169 -0.018306944960090353 -0.013254233791922974 -0.011437689296415922 0.014048282539261837 -0.0031353400106279425 -0.0061112562491174739 0.0086290477508767401 0.0015595321352613711 0.0022624067097542274 -0.014588322131713053 -0.0011111134020186104 0.012393273925062944 leaf_weight=3183.1810617446899 669.64427356421947 70.825072914361954 60.729909986257553 7.5376778542995435 11.643071219325064 7.3131923675537109 548.61743335425854 149.01740950345993 78.762702628970146 1867.5446228384972 117.30393472313881 312.08260834217072 36.309323117136955 9.4514385610818845 98.663016855716705 109.83973273634911 113.672557502985 79.399657547473907 39.02798043191433 15.053112208843229 94.472966253757477 18.834145694971085 1162.7752500325441 8.4294598996639234 38.706310018897057 285.0016170591116 19.540248185396194 9.3015424311161023 33.505297362804413 55.032711625099182 leaf_count=8870 1852 204 192 21 39 20 1593 442 221 5342 379 908 105 28 280 329 404 226 129 43 361 60 3651 23 112 843 75 25 91 149 internal_value=-9.21264e-05 0.000828387 0.000182605 -0.000919679 -0.00236021 0.0155109 -0.00217973 0.000865371 0.00536183 0.00050185 0.00112637 -0.00218644 -0.00608353 0.0113865 0.00302852 0.00578243 0.0084857 -0.00205316 -0.0107584 -0.00252533 -0.00734428 -0.00211664 -0.00286144 0.0125534 0.00124466 0.000816357 -0.00908969 -0.000207466 0.00520355 0.00728283 internal_weight=9311.22 4408.03 3407.78 4903.19 1622.17 14.8509 764.084 2643.69 197.746 2445.95 1984.85 461.1 215.467 80.2765 1000.25 330.605 231.942 115.709 99.7579 1607.32 125.656 1481.66 1181.61 118.269 117.469 300.055 114.013 3281.02 97.8396 88.538 internal_count=27017 12769 9881 14248 5113 41 2245 7636 565 7071 5721 1350 652 232 2888 1036 756 331 321 5072 475 4597 3711 352 333 886 436 9135 265 240 is_linear=0 shrinkage=0.03 Tree=235 num_leaves=19 num_cat=0 split_feature=6 4 11 11 6 10 3 4 4 4 2 2 10 5 5 5 9 5 split_gain=1.51908 1.63079 1.50973 2.05785 4.06174 4.56026 3.40994 2.59126 3.91747 3.09716 1.99417 1.74657 2.60192 1.52681 1.92071 0.753965 0.403955 0.21981 threshold=1.0000000180025095e-35 1.7000000000000004 3.1666666666666674 1.8333333333333337 1.3 -0.83333333333333315 3.1000000000000005 2.015000000000001 2.2750000000000008 1.8750000000000002 1.3 3.7000000000000006 1.8333333333333339 3.0650000000000008 2.5050000000000012 1.4950000000000008 5.5000000000000009 1.5550000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 11 7 10 -7 9 -9 -5 -6 13 15 14 -2 -13 -4 -3 right_child=2 17 16 4 5 6 -8 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 leaf_value=-0.00043381866349674424 0.00022481153218074977 -0.013308826769995759 -0.0045444105385142423 0.007254144121072067 0.0030433488301489608 -0.0019025154216455566 -0.024717926204712859 0.03302643128877715 0.0048221875826797477 -0.012198389859867785 0.023122294497657826 -0.0086253969864135329 0.010978809890026838 0.012693955906214237 -0.0040325495699543553 -0.02309854096424312 -0.015784005174646318 -0.023781329650081846 leaf_weight=9.2107544541358966 7146.4675191119313 3.1254881620407096 5.3454511165618879 73.595020279288292 8.8741026818752307 86.33788175880909 6.3277513086795798 8.2821621894836444 9.5347086787223798 8.1857059746980649 8.9327853918075544 6.3056379333138484 4.2534078508615485 8.7686132341623289 96.662564426660538 6.6618446111679077 6.2343463003635406 4.2655757814645767 leaf_count=34 25607 20 19 253 31 299 28 27 36 29 31 44 22 38 410 41 26 22 internal_value=0.000208226 -0.00885647 0.000228316 0.000245075 0.00317232 -0.000788563 -0.00346049 0.00756569 0.0179329 0.00530708 0.0131159 0.00016048 -0.00938222 0.000183141 0.000167995 -0.0160608 -0.0105956 -0.0193528 internal_weight=7507.37 16.6018 7490.77 7479.19 210.07 110.473 92.6656 99.5976 17.8169 81.7807 17.8069 7269.12 17.2209 7251.9 7243.13 12.9675 11.5798 7.39106 internal_count=27017 76 26941 26896 734 389 327 345 63 282 62 26162 107 26055 26017 85 45 42 is_linear=0 shrinkage=0.03 Tree=236 num_leaves=31 num_cat=0 split_feature=0 9 3 10 7 6 4 11 7 11 2 8 8 9 8 4 5 5 0 9 5 2 7 5 12 8 10 4 4 4 split_gain=8.03689 7.94932 9.73447 7.14787 7.00096 7.4289 6.79332 5.16733 4.45787 4.33627 4.24008 3.62483 4.09018 4.43111 4.35352 3.77741 3.6017 3.57255 4.54117 3.46871 3.41361 2.82659 2.99635 2.49125 2.45468 2.25603 2.21503 4.07046 3.02368 3.94917 threshold=725.00000000000011 4.3000000000000016 0.90000000000000013 -0.33333333333333331 0.3000000000000001 1.3 1.9500000000000004 -1.8333333333333328 1.5000000000000002 0.33333333333333326 1.1000000000000003 6.3000000000000016 5.5000000000000009 3.1000000000000005 3.5000000000000004 1.2150000000000005 1.7350000000000003 1.1450000000000007 200.00000000000003 6.1000000000000005 1.0850000000000006 0.50000000000000011 1.1000000000000003 1.0050000000000006 2.9000000000000008 4.1000000000000005 1.1666666666666672 2.2150000000000007 2.0650000000000008 2.1750000000000012 decision_type=2 2 2 2 2 2 2 2 2 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 21 -4 10 11 -7 9 -5 -6 12 14 -14 -1 -13 -17 18 -8 -10 -20 22 -3 -2 -23 -19 27 -25 -28 -30 right_child=23 2 4 8 5 7 17 -9 19 -11 -12 15 13 -15 -16 16 -18 25 20 -21 -22 24 -24 26 -26 -27 28 -29 29 -31 leaf_value=0.0014950991596774702 -0.016003196364846886 0.013236193224046828 0.0087537100843948883 0.0043446703122075325 0.0015470407318268404 0.0099785646599026331 0.025258382791578455 0.0020187838714582854 -0.0046598063107131079 -0.0025184255731135006 -0.0013524913782522198 0.0068326751198731694 -0.0049254335160136215 0.0045132537155927162 -0.0020353576106083397 -0.0048255671630284928 -0.020016853406614649 0.0048648730992945696 -0.010009661139005178 0.0038056465451537713 0.015019016705611598 -0.0051397365050484265 -0.0031071034818883621 -0.003471474520698186 -0.017041201775849699 -0.012644595419198859 -0.0057845271743025249 -0.013453303725470557 0.034900025732090348 0.0033459243645414774 leaf_weight=419.49253611266613 17.196345448493958 14.99847689270973 111.87863662838936 266.49502971023321 737.64129637181759 75.820124894380569 5.4265506118535987 2301.2900304496288 205.44156248122454 120.23756008595228 1180.0066020786762 23.042609438300133 55.333473056554794 234.35650500655174 1254.2712180167437 180.10880361497402 15.234352231025694 7.1888244599103919 22.842256084084514 55.285015136003494 6.2452088296413413 372.41165907680988 30.888751909136772 192.20346254110336 16.278565399348736 84.113650918006897 22.189510159194469 45.464807040989399 4.5272570699453381 16.878116019070148 leaf_count=1348 115 45 316 883 2214 220 25 6858 759 399 3969 77 208 822 4233 688 46 34 137 188 35 1269 97 954 81 437 108 326 22 104 internal_value=-8.71453e-05 9.78071e-05 0.000718952 -0.00183067 0.00134501 0.00115201 -0.00137956 0.00227267 0.000166962 0.00221089 -0.000237159 -0.000988692 -0.000580884 0.00271038 -0.00115053 -0.00465519 -0.0060103 -0.00815784 6.43085e-05 -0.00286477 -0.00463589 -0.00480687 0.00223479 -0.00491845 -0.00563818 -0.011266 -0.00424074 -0.00538095 0.00197543 0.0100196 internal_weight=8094.79 7796.33 5488.67 1082.04 4406.64 4294.76 2307.66 2377.11 647.459 386.733 1917.65 2181.84 1963.45 289.69 1673.76 218.386 195.343 125.816 34.514 260.727 29.0875 434.577 45.8872 298.459 388.69 91.3025 281.263 237.668 43.5949 21.4054 internal_count=27017 25388 17298 3721 13577 13261 8090 7078 2229 1282 6183 7422 6611 1030 5581 811 734 668 197 947 172 1492 142 1629 1350 471 1514 1280 234 126 is_linear=0 shrinkage=0.03 Tree=237 num_leaves=31 num_cat=0 split_feature=7 4 13 6 5 7 5 6 0 8 8 0 8 10 5 4 3 5 5 6 5 11 6 0 5 4 7 2 11 0 split_gain=7.54079 7.18782 6.53361 5.68171 6.13309 4.78964 4.95506 6.15739 6.72026 4.96533 4.56079 5.95784 4.48818 4.42892 4.17919 4.25411 3.9672 4.92827 3.93368 3.85017 3.82617 3.34059 3.32026 3.01257 2.9974 5.71499 3.7565 2.96485 2.94919 2.94275 threshold=1.3 2.2350000000000008 3.3000000000000007 0.70000000000000007 1.4450000000000007 0.3000000000000001 1.8600000000000005 0.70000000000000007 200.00000000000003 4.9000000000000012 6.7000000000000002 475.00000000000006 1.3 1.1666666666666672 1.4250000000000007 2.0950000000000011 0.90000000000000013 2.1050000000000009 2.1550000000000011 2.5000000000000004 2.2350000000000008 -1.0000000180025095e-35 0.3000000000000001 525.00000000000011 1.4750000000000008 1.1250000000000007 1.7000000000000004 2.7000000000000006 -0.83333333333333315 350.00000000000006 decision_type=2 2 2 2 2 2 2 2 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 5 10 14 16 9 22 -9 12 13 -12 -7 -2 15 -5 -1 -18 28 -16 -19 -15 -8 -13 25 -6 -26 -11 -3 -30 right_child=1 18 -4 4 24 6 7 8 -10 27 11 23 -14 21 19 -17 17 20 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=0.0060963663010059352 0.0034782041548286329 0.016816809565783325 -0.0054050966984133253 0.0010724338148843783 -0.01609116479454685 -0.025560792373852552 -0.0076318875796364555 0.0043767612120374005 -0.0048344880271118523 0.00090474277035551488 0.022289818270269116 -0.014266584644830509 -0.0010321487900384083 -0.016920034372644121 0.0089545333241809136 -0.0084958695927953663 -0.010938231770793493 0.018812983229012092 -0.0092453551713248434 -0.013828899663067882 -0.0046863762008197253 0.00045602388111737617 0.0062403685389825726 0.0076883247995870631 -0.0022080290712427697 -0.0020452817838557042 0.0006907449236566944 0.0069208447907088749 0.014157928285348141 0.0037613582513832968 leaf_weight=21.245589166879654 386.22487710416317 27.414845809340477 279.92731946706772 2194.3324470072985 33.942091673612595 6.740934580564498 18.664984107017517 81.113009572029114 588.25927075743675 1582.9863322079182 25.566290482878685 7.0816174149513236 1665.668176472187 17.301531434059143 89.589994817972183 42.632256403565407 102.01133149862289 9.4568953663110751 13.115279614925383 7.2129605412483206 18.308122083544731 23.460129112005234 92.397181034088135 27.345200449228287 839.47352457046509 112.42715275287628 772.66783919930458 77.326231971383095 31.491509988903999 110.41030982136726 leaf_count=60 1080 94 862 6014 96 19 56 256 2075 4480 75 21 4805 49 245 132 320 35 37 20 77 67 282 92 2468 309 2146 254 102 389 internal_value=-9.10455e-05 0.000743205 -0.000965242 0.000510561 0.000146028 -0.000673782 -0.000481124 -0.00263286 -0.00371829 2.27554e-05 0.00357387 0.0113192 -0.00113102 0.00248562 0.00115417 0.00089008 -0.00592092 -0.00788826 0.00658285 0.0072569 0.00331762 -0.00691935 0.00390901 0.00317219 -0.00119191 -0.00530243 -0.000818703 0.00118493 0.0078089 0.00606861 internal_weight=9305.8 4761.69 4544.11 4579.26 4092.28 4264.18 4113.16 780.434 669.372 3332.72 486.98 59.9931 1672.41 426.987 2333.77 2236.96 151.022 129.776 182.432 96.803 27.765 40.7617 111.062 34.4268 1758.51 146.369 1612.14 1660.31 169.317 141.902 internal_count=27017 13436 13581 12814 11430 12719 12227 2669 2331 9558 1384 188 4824 1196 6411 6146 492 432 622 265 112 116 338 113 5019 405 4614 4734 585 491 is_linear=0 shrinkage=0.03 Tree=238 num_leaves=14 num_cat=0 split_feature=8 8 6 13 11 8 4 4 6 9 9 9 7 split_gain=1.49507 2.17014 1.99385 4.15201 1.9658 1.7655 3.71352 3.15005 2.15766 1.99503 1.9642 0.593198 0.474205 threshold=1.1000000000000003 1.7000000000000004 1.3 3.5000000000000004 -3.1666666666666661 2.5000000000000004 1.0650000000000006 1.3250000000000008 1.5000000000000002 10.500000000000002 1.5000000000000002 1.5000000000000002 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 -2 -4 12 6 8 -8 -6 10 -7 -1 -3 right_child=1 4 3 -5 5 9 7 -9 -10 -11 -12 -13 -14 leaf_value=-0.0031517672696210531 0.025020044851443532 -0.0064881439580850046 -0.013358495023372408 0.019147612626785108 -0.0036167491440118565 -0.016781264292155856 -0.0110687845697041 0.00052262939323718613 0.006020068450714758 0.015533342873672092 0.00028457606876803964 -0.016837269624981905 -0.019703216823852468 leaf_weight=5.2341475039720518 5.7431114017963436 4.7803569287061674 6.5935341417789441 7.6275814175605774 37.3582943379879 6.074839085340499 59.052022203803062 32.831362590193748 47.493003144860268 7.7156326770782462 7275.2992499917746 6.2592852264642715 4.9998574554920197 leaf_count=20 20 20 23 25 132 23 219 116 163 28 26185 23 20 internal_value=0.000206852 0.00022343 0.0101012 0.00407635 0.000197051 0.000214658 -0.00274807 -0.00692699 0.00177717 0.000286494 0.000270338 -0.0106048 -0.013244 internal_weight=7507.06 7495.57 19.9642 14.2211 7475.6 7465.82 176.735 91.8834 84.8513 7289.09 7281.37 11.4934 9.78021 internal_count=27017 26974 68 48 26906 26866 630 335 295 26236 26208 43 40 is_linear=0 shrinkage=0.03 Tree=239 num_leaves=31 num_cat=0 split_feature=2 7 3 0 11 5 11 4 8 11 8 4 4 12 5 5 5 4 8 6 10 9 8 13 8 5 8 9 10 3 split_gain=7.71501 7.93504 6.54748 8.21123 6.3524 4.99314 5.40074 4.68629 3.99593 3.9025 3.84886 3.79197 4.74003 3.67847 3.65198 3.52863 3.41504 3.31486 4.06675 3.40877 3.16316 4.98719 3.12591 3.05068 2.98623 2.81927 2.80961 4.25339 5.53125 4.63483 threshold=2.3000000000000003 1.7000000000000004 2.1000000000000005 200.00000000000003 -1.8333333333333328 2.2750000000000008 -1.1666666666666663 1.8900000000000006 5.1000000000000005 1.1666666666666672 4.5000000000000009 1.0750000000000008 1.5850000000000006 5.1000000000000005 1.7150000000000005 1.7500000000000007 1.2950000000000006 0.9650000000000003 4.3000000000000016 1.9000000000000001 0.50000000000000022 3.9000000000000004 3.9000000000000004 1.7000000000000004 3.5000000000000004 1.5950000000000004 3.9000000000000004 4.1000000000000005 -0.49999999999999994 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 11 6 -4 9 -9 -6 20 14 -13 15 -1 -5 -12 18 19 -3 -2 -22 -21 -15 -23 -26 27 28 -19 -29 right_child=10 17 3 13 7 -7 -8 8 -10 -11 16 12 -14 23 -16 -17 -18 26 -20 22 21 24 -24 -25 25 -27 -28 29 -30 -31 leaf_value=0.0076415675698401006 -0.0031030497849779569 -0.0043659459151378557 -0.023550079430682838 0.0070205788476233478 0.0005955630155693787 0.01756334751318878 -0.0035711946534616019 -0.010501552447562039 -0.0018418447333668267 -0.0024557494047368332 -0.010546984971282111 0.00052767835166898935 0.0153078972036917 0.00023678877368926252 0.036404057825007302 0.0023888021200203194 -0.0036758520018429666 -0.013811234695094489 0.0099543009701142347 0.0025932914862908706 -0.011503172154809229 -0.00095491366966120035 0.02430579303328444 0.017159169945135749 0.026754056309316831 0.0075258474699147395 -0.0027311117113000723 -0.0011832850108414131 -0.00034168037760703442 0.0067852353793752462 leaf_weight=8.6128011345863325 71.639198482036591 74.754484564065933 13.795715242624281 191.20578981935978 3967.6146940216422 8.7596321702003461 103.80601261556149 59.867235638201237 241.06223113834858 416.87109024822712 83.763081535696983 63.456490725278854 28.209390975534916 13.623203724622725 7.3750165402889243 655.57734322547913 292.18326358497143 38.364946097135544 46.673475325107574 34.859482914209366 10.617540985345839 11.79071371257305 7.2001842856407157 32.367114350199699 13.663541406393053 13.788262709975241 1216.7441747263074 147.52283619344234 96.341381952166557 118.43215964734554 leaf_count=24 281 237 39 560 12524 24 296 250 1069 1274 539 187 100 39 20 1836 1310 136 147 104 46 40 22 95 57 45 4509 501 341 365 internal_value=-8.72129e-05 0.000149905 0.000686732 0.00287036 0.000222434 -0.00428733 -0.00591489 5.68862e-05 -0.00356462 0.000305448 -0.00370662 0.00742758 0.00507616 0.00388345 0.0209094 0.00343467 -0.00520678 -0.00160211 0.0024689 -0.000521915 0.000935224 0.00673744 0.00631025 0.0121464 0.0116727 0.0170963 -0.00201361 0.000165335 -0.00417787 0.00236517 internal_weight=8090.54 7593.1 5812.2 1019.13 4793.07 126.361 117.602 4685.42 300.929 4384.49 497.446 107.654 91.6659 892.773 15.9878 846.783 375.946 1780.89 163.488 116.814 121.499 49.8601 42.0597 45.9903 39.2425 27.4518 1617.41 400.661 134.706 265.955 internal_count=27017 24699 18337 2889 15448 359 335 15117 1319 13798 2318 331 287 2530 44 2396 1849 6362 510 363 469 188 126 134 142 102 5852 1343 477 866 is_linear=0 shrinkage=0.03 Tree=240 num_leaves=31 num_cat=0 split_feature=0 9 6 2 7 8 7 10 9 5 8 13 10 2 8 10 7 2 12 12 11 10 12 5 5 4 10 11 2 2 split_gain=7.34065 8.09534 7.86873 5.77395 6.72688 6.35641 5.30149 5.21948 4.88185 4.07909 4.73418 4.00012 3.96892 3.54869 3.38824 3.27809 3.02051 6.17549 3.19935 3.41193 2.79752 2.77408 6.37908 4.93736 3.32114 3.15666 2.92669 2.62743 2.57806 2.54127 threshold=725.00000000000011 6.3000000000000016 2.3000000000000003 1.3 2.9000000000000004 6.9000000000000012 0.70000000000000007 -1.1666666666666663 4.7000000000000002 1.8250000000000002 4.5000000000000009 3.9000000000000008 -2.1666666666666656 1.7000000000000004 4.7000000000000002 -1.4999999999999996 0.50000000000000011 2.3000000000000003 4.9000000000000012 4.700000000000002 1.0000000180025095e-35 -1.4999999999999996 3.7000000000000006 1.5850000000000006 1.4350000000000007 2.1750000000000012 1.1666666666666672 -0.66666666666666619 1.7000000000000004 3.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 -5 7 -1 9 11 -11 -4 20 -6 -8 -10 17 -14 19 -18 -3 22 24 -24 -2 -25 -23 -28 -17 -20 right_child=21 12 8 4 13 -7 14 -9 15 10 -12 -13 16 -15 -16 28 18 -19 29 -21 -22 26 23 25 -26 -27 27 -29 -30 -31 leaf_value=0.0078848587013580287 0.014562106840647583 0.00028805707872582874 -0.005969648276169766 0.00075987656664883315 0.02383944457067079 0.0053632170974940892 -0.00092048567052420015 -0.0046299545515681127 -0.02054101858581012 -0.0025110743279683637 0.027405847589492018 0.0010034808557716323 -0.0089402193025262533 0.0057996040286103726 0.0010260064645239921 -0.004219858325074881 -0.0019466533996364307 0.015037662722040037 -0.012603375122225157 0.010615711611775987 0.023873135849049858 0.0053244759330972318 -0.028220408997052311 -0.013550555542477671 -0.0050057548951320321 0.01276789365519569 0.0077897895696988038 -0.0044999348715210738 -0.012987783203804105 0.0044442934670188266 leaf_weight=32.617572262883186 18.974257677793503 9.3755729794502276 118.39951431751251 2702.3339178860188 17.302883446216583 299.92864027619362 1670.866843894124 372.75551655888557 13.742892250418661 9.3712832778692263 9.6756056547164899 197.61207959055901 114.40825255215168 22.674974173307419 1552.8303060978651 209.44284097850323 1311.1926898807287 10.559218078851698 41.71326094865799 19.751165553927422 8.7510354816913587 372.2188311368227 11.438448399305345 9.9547086060047167 13.26271530985832 6.9757084399461737 21.712625592947006 56.129818812012672 35.263118371367455 9.6998144090175611 leaf_count=96 65 28 343 7580 48 900 4765 1173 42 32 30 549 422 67 4284 631 3994 31 148 68 27 1188 38 28 39 22 70 179 102 28 internal_value=-8.99373e-05 -0.000293076 0.000124105 0.000418594 0.00138254 0.00121975 -0.00038948 -0.00362297 -0.00318609 -0.00079648 0.0126864 -0.00160913 -0.00227986 0.0136075 1.71247e-05 -0.00628404 -0.00244767 -0.00691419 -0.00204389 -0.00176023 0.0116743 0.00340675 -0.00261871 -0.012994 0.00651163 -0.00270677 0.00421815 -0.00107196 -0.00548335 -0.00938709 internal_weight=9300.94 8790.27 7264.82 6671.31 3042.24 3002.26 3629.07 405.373 593.507 335.058 19.0469 316.012 1525.45 39.9779 3223.7 258.449 1507.32 124.967 1382.36 1330.94 18.1266 510.667 60.6058 28.3689 32.237 16.9304 450.061 77.8424 244.706 51.4131 internal_count=27017 25388 20642 18913 8595 8480 10318 1269 1729 954 62 892 4746 115 9049 775 4691 453 4238 4062 55 1629 192 88 104 50 1437 249 733 176 is_linear=0 shrinkage=0.03 Tree=241 num_leaves=14 num_cat=0 split_feature=13 6 4 5 9 2 12 0 4 6 4 8 5 split_gain=1.48206 1.81022 8.59235 1.56663 2.15551 4.59689 1.85332 2.92816 1.92626 1.45862 1.60179 1.54807 0.8824 threshold=6.1000000000000005 3.3000000000000003 1.1150000000000007 0.62500000000000033 1.7000000000000004 1.1000000000000003 1.7000000000000004 475.00000000000006 0.65500000000000025 1.0000000180025095e-35 1.7000000000000004 2.9000000000000004 1.5850000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 6 5 -5 -1 8 -8 10 -6 -11 -4 right_child=-2 2 12 4 9 -7 7 -9 -10 11 -12 -13 -14 leaf_value=-0.018989644379864657 -0.013665366312437135 0.026545955678439093 -0.0012606314579652921 0.030395314449755809 -0.00039864751890495749 -0.0030138450741429624 0.00074870150519270858 0.016093073000814626 -0.021469751324456325 -0.0014993955240016723 -0.019227846955448599 0.00032429595606471025 -0.016941802782579916 leaf_weight=8.0988019108772296 6.9264304786920539 12.023113727569582 6.8377874791622144 6.5713991820812216 9.2026010155677813 8.5023665428161603 7.7709407359361666 5.7472886294126502 6.4073702543973923 445.70736080408096 7.2850109040737143 6969.7923071235418 6.1203943639993668 leaf_count=30 25 39 23 21 34 29 29 24 25 1548 42 25126 22 internal_value=0.000205343 0.000218153 0.00828038 0.000191209 0.000217852 0.0115509 -0.00688858 -0.00197008 -0.00929212 0.000194866 -0.00871828 0.000214683 -0.00866715 internal_weight=7506.99 7500.07 24.9813 7475.09 7447.06 15.0738 28.0244 19.9256 14.1783 7431.99 16.4876 7415.5 12.9582 internal_count=27017 26992 84 26908 26800 50 108 78 54 26750 76 26674 45 is_linear=0 shrinkage=0.03 Tree=242 num_leaves=31 num_cat=0 split_feature=0 9 3 10 7 6 4 11 7 6 2 5 0 8 8 9 8 6 9 5 12 12 7 5 2 8 12 5 10 10 split_gain=7.50177 7.44053 9.07733 6.88012 6.51599 6.93671 6.40415 4.83973 4.20485 4.20206 4.00719 3.52927 4.31768 3.44491 3.96306 4.24146 4.15299 3.72508 3.33417 3.29841 2.85907 2.71317 2.65233 2.43776 2.36581 2.19816 2.18371 5.08862 3.24707 2.1579 threshold=725.00000000000011 4.3000000000000016 0.90000000000000013 -0.33333333333333331 0.3000000000000001 1.3 1.9500000000000004 -1.8333333333333328 1.5000000000000002 2.7000000000000006 0.90000000000000013 1.1450000000000007 200.00000000000003 6.3000000000000016 5.5000000000000009 3.1000000000000005 3.5000000000000004 1.1000000000000003 6.1000000000000005 1.0850000000000006 1.5000000000000002 2.9000000000000008 0.70000000000000007 1.0050000000000006 0.50000000000000011 4.1000000000000005 2.5000000000000004 1.7500000000000007 -0.33333333333333331 1.1666666666666672 decision_type=2 2 2 2 2 2 2 2 2 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 21 26 10 13 -7 9 -5 -6 12 -8 14 16 -16 -1 20 -10 -14 -15 24 -19 -2 -3 -13 27 -4 -28 -25 right_child=23 2 4 8 5 7 11 -9 18 -11 -12 25 19 17 15 -17 -18 22 -20 -21 -22 -23 -24 29 -26 -27 28 -29 -30 -31 leaf_value=0.0014575575044372354 -0.015831986871621108 0.0021914244679485518 0.0060034949531470793 0.0016908801071304552 0.0021243737808972563 0.0096446521935548198 0.024631183773049674 0.0019465725931909746 -0.0045305557665666447 0.022605765086632468 -0.0010315342997923665 0.0048420288351476212 -0.0097670631421237289 0.01046767595482985 -0.0048126246670462097 0.0044342413930237414 -0.0019907731448563187 -0.014420592872658079 0.0037712586828544396 0.01483323554861043 -0.011396920308487433 -0.016821093861105588 -0.00026178579551026525 -0.0052335150874503753 -0.0050279602524865704 -0.012444483906743001 -0.00053019310228917722 0.036518487664479328 0.011055713798660806 0.0020387453239630853 leaf_weight=419.62939077615738 16.910518325865269 45.903477653861046 13.529207825660707 378.09100165218115 484.71389819681644 75.926473364233971 5.4862910062074652 2301.7139300554991 204.64215738326311 8.8478948175907117 1431.5083120986819 7.1936195343732825 22.517409779131416 5.8138379901647559 55.135520562529564 234.63124534487724 1252.6317399144173 13.148658126592634 55.306495532393456 6.2715294808149329 72.549882188439369 16.002581760287285 126.13280564546585 236.04298149049282 371.29674416780472 83.088078036904335 36.32681930065155 7.7275198996067038 54.332173526287079 43.488413602113724 leaf_count=1348 115 142 38 1256 1441 220 25 6858 759 26 4742 34 137 23 208 822 4233 42 188 35 298 81 448 1280 1269 437 103 21 154 234 internal_value=-8.71829e-05 9.10633e-05 0.000691949 -0.00177272 0.00129617 0.00110991 -0.00133951 0.0021924 0.000186667 0.00216913 -0.000233238 -0.0079556 0.000240172 -0.00096144 -0.000564216 0.00267479 -0.00112547 -0.00454234 -0.00276427 -0.00440801 -0.00977478 -0.00469861 -0.00159843 -0.00477125 -0.00423363 -0.0110671 0.00844243 0.0170967 0.00641327 -0.00410212 internal_weight=8086.54 7790.1 5485.87 1080.09 4405.78 4293.86 2304.23 2377.64 646.888 386.939 1916.22 124.557 34.2752 2179.67 1962.03 289.767 1672.26 217.645 259.949 28.7889 78.3637 433.203 139.281 296.442 417.2 90.2817 111.916 21.2567 90.659 279.531 internal_count=27017 25388 17298 3721 13577 13261 8090 7078 2229 1282 6183 668 197 7422 6611 1030 5581 811 947 172 321 1492 490 1629 1411 471 316 59 257 1514 is_linear=0 shrinkage=0.03 Tree=243 num_leaves=31 num_cat=0 split_feature=6 5 0 6 9 10 4 12 4 2 4 5 2 13 4 10 4 9 4 7 11 13 4 5 5 3 4 4 4 9 split_gain=6.9897 6.61116 6.219 4.78414 5.78536 5.34758 5.31831 4.66548 7.07853 5.8502 4.76396 4.40988 4.10255 3.92872 3.91384 3.69451 4.04971 3.71258 8.48496 3.52063 3.22082 3.19787 3.11948 3.07325 3.23234 5.64821 4.00891 2.98219 3.18299 3.04073 threshold=0.90000000000000013 1.9250000000000003 525.00000000000011 2.3000000000000003 6.3000000000000016 -0.49999999999999994 1.8850000000000005 1.5000000000000002 0.93000000000000027 0.90000000000000013 1.0150000000000006 0.76500000000000024 0.90000000000000013 3.7000000000000006 1.9900000000000002 2.1666666666666674 2.3250000000000006 3.9000000000000004 1.4950000000000008 0.50000000000000011 1.1666666666666672 6.1000000000000005 0.81500000000000028 2.1550000000000011 1.9900000000000007 2.7000000000000006 1.2250000000000005 0.98000000000000043 1.0250000000000006 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 14 4 5 12 13 -4 -9 10 -10 -7 -2 22 23 16 17 18 -3 -19 -16 -15 -5 24 25 -1 -26 29 -29 -6 right_child=1 15 7 6 27 11 -8 8 9 -11 -12 -13 -14 21 20 -17 -18 19 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=-0.00017110671423380255 -0.00057583099636498731 -0.0085102898617325489 0.014170768836209649 0.012321306929073563 0.0088347489754934845 0.007590512042182398 0.010552163034915695 -0.015494657558222666 0.015448929819450318 0.0045832109606505364 -0.0062945360420400128 -0.00034427555683169654 0.0029331775995067701 -0.002096161929868689 0.0029602645168790034 -0.020434813245382856 0.0080285594935363309 -0.0092477541190774479 0.028284382832064314 -0.0028226172736999311 0.015607405014792975 0.016630974561756599 -0.0079545666552662594 -0.0075643381128597913 -0.0070222267310276329 -0.020576685416482231 0.012800109729244251 0.010508123932582492 -0.0022002959034985569 -0.011815329619652268 leaf_weight=1060.1314378976822 416.64951738715172 11.987826675176622 35.847096502780914 7.1265338212251654 7.3993212580680838 64.217185810208321 26.19336362183094 17.999600932002068 10.284206181764601 617.68836908042431 76.740480273962021 3431.4720328003168 1069.8337084054947 423.47578835487366 138.16352027654648 10.80256451666355 30.09645801782608 86.057658836245537 10.653109535574911 709.92726355791092 20.858759522438049 8.3687150180339795 163.6473013907671 51.470588266849518 12.450815334916113 12.350535020232199 34.980720221996307 18.225685566663742 662.33872225880623 48.373547941446304 leaf_count=2929 1176 40 98 22 22 176 74 52 29 1897 222 9656 2997 1206 425 34 85 355 32 2424 61 23 493 182 41 39 103 55 1919 150 internal_value=-8.90149e-05 -0.000531909 0.00143895 -0.000197544 7.55722e-05 0.00044241 -0.0026813 0.00360672 0.00308274 0.00355724 -0.00372499 -0.00019851 0.00194963 -0.0032565 0.000202951 -0.00300109 -0.0027792 -0.00317654 0.0088025 -0.00351727 0.00461917 -0.00173325 -0.00710844 -0.000396578 -6.71517e-05 -0.000406094 0.00759673 -0.00240651 -0.00185996 -0.00907571 internal_weight=9295.81 7206.85 2088.97 6347.32 5718.51 4982.17 628.812 758.56 722.713 704.713 87.0247 3495.69 1486.48 602.618 1330.41 859.525 848.722 818.626 22.6409 795.985 159.022 431.845 170.774 1171.38 1119.91 1072.48 47.4315 736.337 680.564 55.7729 internal_count=27017 20939 6078 17969 16151 14005 1818 2298 2200 2148 251 9832 4173 1744 3780 2970 2936 2851 72 2779 486 1229 515 3294 3112 2968 144 2146 1974 172 is_linear=0 shrinkage=0.03 Tree=244 num_leaves=14 num_cat=0 split_feature=8 8 7 3 11 8 4 4 4 9 0 9 7 split_gain=1.4714 2.07926 1.91949 2.76136 1.87979 1.67008 3.56715 3.0555 2.1479 1.90635 1.90193 0.568811 0.468508 threshold=1.1000000000000003 1.7000000000000004 1.7000000000000004 1.1000000000000003 -3.1666666666666661 2.5000000000000004 1.0650000000000006 1.3250000000000008 0.92500000000000027 10.500000000000002 575.00000000000011 1.5000000000000002 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 -2 12 6 8 -8 -6 10 -7 -1 -3 right_child=1 4 -4 -5 5 9 7 -9 -10 -11 -12 -13 -14 leaf_value=-0.0032667977480001467 -0.012024809107361738 -0.0062896559401299434 0.023447011262145469 0.015223835533796566 -0.0026991039527768817 0.00048772153088492271 -0.010885313004188529 0.00054702795394382037 0.0068685520532755472 0.015134860578388929 -0.00079132772572942077 -0.016679121351253635 -0.019493220218744108 leaf_weight=5.2507301867008191 5.866479307413103 4.7458791434764844 6.3854884952306739 7.7941451668739319 45.353125512599945 6014.8954888880253 58.649526491761208 32.811514556407928 39.518385678529739 7.7679709643125525 1266.6588358655572 6.2132217288017273 4.932397335767746 leaf_count=20 20 20 21 27 158 21145 219 116 137 28 5063 23 20 internal_value=0.000203604 0.00022003 0.00986895 0.00352206 0.000194155 0.000211284 -0.00267363 -0.00678398 0.00175585 0.000281071 0.000265225 -0.010536 -0.0130187 internal_weight=7506.84 7495.38 20.0461 13.6606 7475.33 7465.65 176.333 91.461 84.8715 7289.32 7281.55 11.464 9.67828 internal_count=27017 26974 68 47 26906 26866 630 335 295 26236 26208 43 40 is_linear=0 shrinkage=0.03 Tree=245 num_leaves=31 num_cat=0 split_feature=6 3 9 9 8 13 3 11 5 4 13 9 8 7 10 9 13 4 4 8 3 7 10 3 5 3 0 10 4 8 split_gain=7.19603 5.9768 6.73188 5.42469 5.0286 5.97065 5.27305 4.90631 6.82031 4.74475 4.57416 4.37814 4.03478 3.7732 3.76385 4.23401 4.11661 3.65678 4.6799 3.54922 3.59245 3.71972 7.3307 3.56305 3.52212 4.74416 3.51506 3.37236 4.14399 3.33071 threshold=0.90000000000000013 0.90000000000000013 4.3000000000000016 2.9000000000000004 5.5000000000000009 5.1000000000000005 3.9000000000000004 0.50000000000000022 1.5150000000000008 1.9750000000000003 3.7000000000000006 9.9000000000000021 7.1000000000000005 0.90000000000000013 -0.33333333333333331 3.9000000000000004 4.5000000000000009 0.97000000000000031 1.0150000000000006 3.7000000000000006 1.3 0.90000000000000013 -0.66666666666666663 0.70000000000000007 0.78500000000000025 1.0000000180025095e-35 350.00000000000006 -0.66666666666666663 1.3050000000000008 8.3000000000000025 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 7 9 27 6 11 13 14 10 17 12 -6 -9 -4 15 -2 -17 -3 -19 -5 21 22 -21 -23 26 -26 -16 -1 -29 -11 right_child=1 2 4 19 5 -7 -8 8 -10 29 -12 -13 -14 -15 24 16 -18 18 -20 20 -22 23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.021520999445511373 0.0023929610165878482 0.0038542833289337106 0.0039528045893528641 0.0016518809736133949 -0.00056027074716012086 0.026409551579287722 0.020813036840032776 -0.0017951232307967834 -0.016158804053239273 -0.010645652337488497 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17.781993091106415 27.815082684159279 6.8840197846293441 leaf_count=85 421 457 2099 841 3414 24 42 562 136 344 151 19 37 5550 53 1166 55 127 3738 175 2457 533 334 1444 25 2381 99 65 144 39 internal_value=-8.67253e-05 0.000355866 0.000845787 -0.00189718 0.00152289 -0.000218593 0.00223564 -0.00133466 -0.00512767 -0.000931195 -0.00293336 -0.00040917 -0.000724572 0.00213691 -0.000536905 -0.00262925 -0.00423915 -0.000525395 -0.00109524 -0.00153926 -0.00219597 -0.00395852 0.000540931 -0.005262 0.000805857 0.00130167 -0.00789967 -0.0104883 -0.00615613 -0.00850543 internal_weight=8082.49 6494.76 5035.46 1587.74 3646.13 1058.9 2587.23 1459.3 253.588 1389.33 211.514 1051.37 169.121 2573.56 1205.71 471.304 356.898 1318.68 1166.86 1524.24 1264.09 570.805 128.217 442.588 734.405 694.832 39.5731 63.5018 45.5971 70.6501 internal_count=27017 20939 15853 6078 11148 3457 7691 5086 886 4705 750 3433 599 7649 4200 1642 1221 4322 3865 5784 4943 2486 509 1977 2558 2406 152 294 209 383 is_linear=0 shrinkage=0.03 Tree=246 num_leaves=31 num_cat=0 split_feature=7 8 5 5 7 3 10 6 2 0 4 2 7 3 6 0 5 11 4 10 9 2 11 13 3 11 6 5 2 10 split_gain=6.76876 6.97794 7.19946 6.76442 6.85389 4.88623 4.57268 4.55945 4.65459 4.39743 5.15056 4.28159 4.26475 4.07809 4.07714 4.01001 6.96851 4.34579 3.97359 4.08851 3.70678 3.52153 4.46444 4.26619 3.4039 3.61278 3.39774 3.75357 3.15296 3.03682 threshold=1.5000000000000002 5.3000000000000016 2.3750000000000009 1.0550000000000006 0.90000000000000013 0.3000000000000001 1.1666666666666672 1.7000000000000004 0.90000000000000013 875.00000000000011 2.1450000000000009 2.7000000000000006 3.3000000000000003 1.5000000000000002 1.0000000180025095e-35 525.00000000000011 0.79500000000000004 -1.0000000180025095e-35 0.73500000000000032 -0.33333333333333331 6.5000000000000009 1.5000000000000002 1.8333333333333337 4.3000000000000016 0.70000000000000007 0.33333333333333326 1.1000000000000003 0.9650000000000003 1.1000000000000003 -0.99999999999999978 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 26 24 6 15 18 -9 14 -11 -6 20 -13 -1 16 -2 -18 19 -7 -10 23 -23 -20 -5 -26 -3 28 -28 -16 right_child=5 3 -4 4 11 7 -8 8 12 10 -12 13 -14 -15 29 -17 17 -19 21 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.018004800177904942 0.025306699110941706 0.01038676253810758 -0.0094557474159540529 0.0049174221027815422 0.0010156425918292477 0.026541495149461244 0.0300302201960682 -0.0039279994695474883 0.00092000735329511943 0.011061585487742619 -0.011726734060560854 0.015690375173349438 0.022205909594218979 0.00169429906598946 0.00043698130981333077 0.016799469673719536 -0.010355549953256707 0.0082818126288399709 0.00021647644589264416 0.0010734516415226352 -0.0065489776659158529 0.0031988127001522236 -0.0095182141516505329 0.010606028643490842 -0.0045525389278313465 -0.00016811416756470394 -0.011603526564089243 0.0088776192908849895 0.0026715953703524945 -0.0019190774112868673 leaf_weight=9.6671425551176053 9.3420970439910871 86.713401585817337 100.47929793596268 56.519859150052071 1170.1727503538132 11.492327004671099 7.7247029691934577 317.80715756118298 621.01283520460129 47.928497537970543 10.969269767403601 36.001925840973854 8.0191180706024152 39.069127440452576 597.1718028485775 21.704467743635178 28.724506378173825 18.519979268312458 1467.1115000844002 11.203562468290327 66.174475148320198 877.29106405377388 25.569062173366547 36.454248607158661 408.56489908695221 288.64173009991646 21.96917137503624 45.401802480220795 38.03146855533123 2805.507419988513 leaf_count=28 26 260 437 160 3342 32 22 899 1719 145 36 130 22 117 1743 63 79 51 4025 31 195 2578 71 99 1230 873 59 126 108 8311 internal_value=-8.79737e-05 -0.000721555 -0.00153919 0.000611282 9.45264e-05 0.000946904 0.00800942 0.000770418 -0.000920336 -0.00131003 0.00681743 0.0014612 0.000454589 0.00840642 -0.00145032 0.00583671 0.00163181 -0.00304965 0.00147551 0.0139695 0.000200762 0.00135768 0.00283867 0.000468373 -0.00216338 -0.0027374 0.00598814 0.00236944 -0.00255523 -0.00150559 internal_weight=9290.96 5762.81 3571.72 2191.09 1998.97 3528.15 86.0158 3442.14 1013.01 3471.24 58.8978 1245.24 695.206 75.0711 3412.35 78.2911 56.5866 47.2445 2429.12 22.6959 687.187 2406.43 902.86 1503.57 753.726 697.207 192.116 105.402 60.0006 3402.68 internal_count=27017 17105 10700 6405 5852 9912 241 9671 2835 10263 181 3589 1936 247 10082 219 156 130 6836 63 1914 6773 2649 4124 2263 2103 553 293 167 10054 is_linear=0 shrinkage=0.03 Tree=247 num_leaves=23 num_cat=0 split_feature=11 11 6 10 3 3 3 4 10 6 7 2 2 10 4 0 7 4 7 7 11 9 split_gain=1.44891 1.90799 3.75804 4.37128 3.30285 2.48777 4.16122 5.18198 3.17779 2.48249 2.31197 1.88525 1.6982 1.5933 9.06279 4.82769 3.434 3.32734 6.07336 2.28506 1.38588 0.396038 threshold=3.1666666666666674 1.8333333333333337 1.3 -0.83333333333333315 3.1000000000000005 1.5000000000000002 1.9000000000000001 1.6900000000000006 0.50000000000000022 0.90000000000000013 1.3 1.3 3.9000000000000004 0.33333333333333326 0.73500000000000032 525.00000000000011 2.9000000000000004 0.73500000000000032 1.1000000000000003 1.5000000000000002 -0.66666666666666663 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 5 11 10 9 7 -7 -8 -3 -5 -4 13 17 15 -15 -16 18 -1 -19 -14 -2 right_child=21 2 3 4 -6 6 8 -9 -10 -11 -12 -13 20 14 16 -17 -18 19 -20 -21 -22 -23 leaf_value=-0.020918810187065533 -0.0044458774534843308 0.0084063366729242358 0.00296840967055551 0.0028123205481852881 -0.024575893299242521 0.0098236369906237655 0.0092387576510221479 0.037037939739004509 -0.0062296172073502158 -0.015729128062491934 -0.0070165227582107224 0.022434751632306866 0.0014053342438876334 0.010400335368873536 0.00068273802760435067 0.039520739018488543 -0.0096664257825537225 0.00041734666864298026 -0.00048326648914459792 -0.00097616657694071741 -0.022646239974178809 -0.015608337448715287 leaf_weight=19.579343363642693 5.3303695023059827 7.5319233089685422 8.8855688124895114 44.967790171504021 6.1933735609054557 19.892380386590961 38.627082943916321 9.2139034122228605 17.309409484267235 7.8151869773864746 41.339444562792778 9.0258180201053602 3.6197925209999084 18.201756000518802 2592.3906898275018 7.1311293840408316 29.180550634860992 2901.7097103372216 39.483392015099525 1667.7333530634642 5.3324992656707746 6.1739635765552521 leaf_count=69 19 26 31 157 28 66 135 31 62 27 142 31 22 62 9323 24 112 10385 138 6063 38 26 internal_value=0.000202059 0.000218388 0.00303209 -0.000787369 -0.00341406 0.00723285 0.00923905 0.0184386 0.00445211 -0.00388413 -0.0018955 0.0127778 0.000136963 0.000153031 0.000740104 0.0185976 0.000567542 -0.000182699 -0.00725767 -9.12511e-05 -0.0129212 -0.0104364 internal_weight=7506.67 7495.16 210.802 110.412 92.5006 100.39 85.0428 29.1063 55.9365 15.3471 86.3072 17.9114 7284.36 7275.41 2646.9 25.3329 2621.57 4628.51 59.0627 4569.44 8.95229 11.5043 internal_count=27017 26972 736 389 327 347 294 97 197 53 299 62 26236 26176 9521 86 9435 16655 207 16448 60 45 is_linear=0 shrinkage=0.03 Tree=248 num_leaves=31 num_cat=0 split_feature=2 7 3 0 11 5 11 4 8 11 8 4 4 5 12 5 5 4 10 9 4 8 6 3 13 8 10 4 10 3 split_gain=7.013 7.12507 5.92246 7.77439 5.92208 4.77678 5.23475 4.24103 3.91964 3.80118 3.59954 3.5961 4.59586 3.48685 3.46728 3.49832 3.26559 3.11368 4.02504 3.16803 3.07159 3.91653 3.28808 3.10094 2.92351 2.60532 4.12013 6.12966 3.64918 2.93837 threshold=2.3000000000000003 1.7000000000000004 2.1000000000000005 200.00000000000003 -1.8333333333333328 2.2750000000000008 -1.1666666666666663 1.8900000000000006 5.1000000000000005 1.1666666666666672 4.5000000000000009 1.0750000000000008 1.5850000000000006 1.7150000000000005 5.1000000000000005 1.7500000000000007 1.2950000000000006 1.3450000000000006 0.50000000000000022 3.9000000000000004 0.9650000000000003 4.3000000000000016 1.9000000000000001 1.3 1.7000000000000004 3.9000000000000004 1.0000000180025095e-35 1.7850000000000004 1.1666666666666672 0.3000000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 11 6 -4 9 -9 -6 17 13 -13 -1 15 -5 -12 -2 -19 -20 21 22 -3 -24 -16 26 27 -22 -28 -27 right_child=10 20 3 14 7 -7 -8 8 -10 -11 16 12 -14 -15 24 -17 -18 18 19 -21 25 -23 23 -25 -26 29 28 -29 -30 -31 leaf_value=0.007346193156922024 -0.015883991835407233 -0.004327417653730954 -0.023239574217812944 0.0068438339538761167 0.0005679050471409686 0.01715028928976596 -0.00353167484841586 -0.010311943843006715 -0.0017016316538152074 -0.0024448149974127132 -0.010283080453019476 0.00038653729709821561 0.014915420335423313 0.035447576039434617 9.7427078363996974e-05 0.0022334498144395247 -0.0035152702999887544 -0.0024814501356913311 -0.0075632033179443749 0.01272889129267513 -0.0030125711323474281 0.00972252940621985 0.012269168862556098 -0.0046738514584890745 0.016687772685269588 -0.012315709669531483 0.006283788021998111 0.029162034415597539 -0.0048905018398550746 -0.0023892670815678853 leaf_weight=8.6317917704582197 9.1562776118516904 74.671052545309067 13.736572831869124 191.43357168883085 3966.7556016370654 8.7415992617607099 103.70857101678848 59.362778462469578 239.78611744195223 416.48952783644199 82.373836122453213 63.494695842266083 28.341369144618511 7.3643726408481589 13.604435533285139 654.7404383867979 290.30175922065973 65.571714043617249 8.4586840122938138 38.173067167401314 236.32853211462498 46.829424679279327 26.932976990938187 15.213609009981154 32.152078062295914 27.460785984992981 125.2070974111557 5.4520217776298514 33.297461360692978 1184.7801589146256 leaf_count=24 33 237 39 560 12524 24 296 250 1069 1274 539 187 100 20 39 1836 1310 260 38 138 787 147 82 44 95 114 421 22 113 4395 internal_value=-8.65788e-05 0.000139012 0.000647486 0.00272539 0.000205847 -0.00424431 -0.00583674 4.5773e-05 -0.00341025 0.000281641 -0.00354989 0.00715673 0.00487027 0.0202836 0.00371143 0.00327648 -0.00501118 0.000937501 0.00231021 0.00904804 -0.00152377 0.00239238 -0.000546097 0.00615326 0.0117551 -0.0019212 0.000177296 -0.00228705 0.00393638 -0.00261413 internal_weight=8078.55 7584.52 5808.34 1018.12 4790.23 126.187 117.445 4682.39 299.149 4383.25 494.035 107.832 91.8361 15.9962 891.931 846.174 372.676 121.36 112.203 46.6318 1776.17 163.647 116.818 42.1466 45.7565 1612.53 400.285 241.781 158.505 1212.24 internal_count=27017 24699 18337 2889 15448 359 335 15117 1319 13798 2318 331 287 44 2530 2396 1849 469 436 176 6362 510 363 126 134 5852 1343 809 534 4509 is_linear=0 shrinkage=0.03 Tree=249 num_leaves=31 num_cat=0 split_feature=8 7 2 3 6 5 9 6 11 7 5 8 12 5 3 10 11 5 9 11 4 8 12 9 4 5 4 5 5 9 split_gain=6.50065 8.91851 5.26833 6.47813 5.16053 5.13398 4.98172 4.83483 4.06282 3.7729 3.75459 3.61728 4.25613 4.20492 3.51753 4.50708 3.62171 3.48814 6.32952 4.92583 4.20184 4.81398 3.82168 4.43872 3.63913 3.25571 3.23012 3.22453 3.25272 3.16778 threshold=4.7000000000000002 0.90000000000000013 2.7000000000000006 2.7000000000000006 0.70000000000000007 0.99000000000000021 8.9000000000000021 2.3000000000000003 1.8333333333333337 2.5000000000000004 1.0050000000000006 6.7000000000000002 5.3000000000000016 1.2350000000000008 2.9000000000000004 -0.83333333333333315 1.0000000180025095e-35 0.92500000000000027 4.5000000000000009 -0.83333333333333315 0.91000000000000036 3.5000000000000004 2.1000000000000005 4.1000000000000005 1.2150000000000005 2.8050000000000006 1.3650000000000009 1.3750000000000007 1.1850000000000007 4.7000000000000002 decision_type=2 2 2 2 2 2 2 2 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 4 6 8 27 17 7 9 -4 -3 -7 -6 13 -13 25 16 -16 19 22 -1 21 -21 23 -19 -24 -12 -20 28 -2 -9 right_child=1 2 3 -5 11 10 -8 29 -10 -11 14 12 -14 -15 15 -17 -18 18 26 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010612065919101349 0.00063163056484837608 0.0012346390137909413 0.0080638383368795592 -0.022525670596986656 -0.0034203399726409432 -0.013376080435716019 -0.012256424952728901 0.00048260671725700038 -0.013998608546292392 0.0059115122242345049 -0.001036537504258102 0.0099379458088051358 0.022278387713622814 -0.0018502963258330717 0.026518525201282124 -0.010503129257307463 -0.0047038793339579431 0.0017471144235849225 0.0021425056942541037 -0.014823939994607706 0.0038500496953105304 0.0087566780113300848 0.0029867568225807315 0.024466991267153584 0.023268606831060756 -0.022270766586363427 -0.01538042656074454 8.878846800172825e-05 0.01443794145159465 -0.0064362524566393773 leaf_weight=32.893777087330818 26.947837814688683 3250.6938556879759 181.9649802595377 6.8583335876464835 789.16473223268986 22.957004576921463 25.043393492698669 119.61113122105598 7.8356049954891196 163.02683289349079 3751.6529727876186 32.975745007395744 8.200322747230528 156.3903333991766 5.736507073044776 68.351777493953705 8.0160231888294202 47.43754705786705 30.867631435394287 24.776814877986908 170.95211750268936 11.366199553012846 11.04753667116165 9.2477587759494764 28.507936030626297 6.5098008066415778 13.656497746706007 118.77918013930321 35.709145590662956 118.61891788244247 leaf_count=90 81 9186 625 20 2405 64 77 333 22 464 10947 97 24 463 24 289 31 129 84 68 465 31 30 25 79 27 37 348 105 347 internal_value=-8.70957e-05 0.000641158 0.00133405 0.006118 -0.00165648 -0.000952257 0.00107819 0.00116963 0.00715303 0.00145799 -0.00127983 -0.0025115 0.00111878 0.000202479 -0.00120752 -0.00735029 0.00831973 0.00237139 0.00612064 0.000172272 0.00188519 -0.00740834 0.0104475 0.00545368 0.017604 -0.00107332 -0.00323215 0.00299353 0.00850005 -0.00296241 internal_weight=9285.8 5041.82 3873.65 196.659 1168.17 4243.98 3676.99 3651.95 189.801 3413.72 3863.22 986.731 197.566 189.366 3840.27 82.1043 13.7525 380.754 140.765 239.989 207.095 36.143 96.2408 56.6853 39.5555 3758.16 44.5241 181.436 62.657 238.23 internal_count=27017 14597 11074 667 3523 12420 10407 10330 647 9650 11382 2989 584 560 11318 344 55 1038 384 654 564 99 263 154 109 10974 121 534 186 680 is_linear=0 shrinkage=0.03 Tree=250 num_leaves=14 num_cat=0 split_feature=8 8 6 13 11 8 4 4 7 9 9 9 8 split_gain=1.40282 2.00188 1.89874 3.87083 1.80632 1.60333 3.43725 2.97045 2.12644 1.88905 4.75224 0.555637 0.468295 threshold=1.1000000000000003 1.7000000000000004 1.3 3.5000000000000004 -3.1666666666666661 2.5000000000000004 1.0650000000000006 1.3250000000000008 1.5000000000000002 1.5000000000000002 1.7000000000000004 1.5000000000000002 4.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 -2 -4 12 6 8 -8 -6 -7 -11 -1 -3 right_child=1 4 3 -5 5 9 7 -9 -10 10 -12 -13 -14 leaf_value=-0.0031398839831110886 0.024111180131952507 -0.019347210236872397 -0.013185686001632099 0.018146242085201741 0.0053828005601016518 -0.016548452475238288 -0.010731206602958293 0.00055323529640333385 -0.0044328127194787331 0.020680660905437936 0.00026104235346379367 -0.016443871040734359 -0.0060860660455152021 leaf_weight=5.2299828827381116 5.8210444599390057 4.8702090978622419 6.5514402389526349 7.7427249252796173 53.241050705313683 6.0013362914323798 58.312248557806015 32.805684372782707 31.685221403837204 10.272076606750487 7273.0016221404076 6.1449466347694397 4.718682736158371 leaf_count=20 20 20 23 25 185 23 219 116 110 33 26180 23 20 internal_value=0.000200397 0.000216374 0.00966773 0.00378589 0.00019094 0.000207654 -0.00262139 -0.00666841 0.00172068 0.000275978 0.000289841 -0.0103269 -0.0128214 internal_weight=7506.4 7495.02 20.1152 14.2942 7474.91 7465.32 176.044 91.1179 84.9263 7289.28 7283.27 11.3749 9.58889 internal_count=27017 26974 68 48 26906 26866 630 335 295 26236 26213 43 40 is_linear=0 shrinkage=0.03 Tree=251 num_leaves=31 num_cat=0 split_feature=0 9 3 10 7 6 4 11 7 11 7 5 0 4 8 5 4 5 6 8 5 8 12 5 8 0 5 8 6 10 split_gain=6.75112 6.68171 8.19906 6.42503 6.06547 6.29394 5.84529 4.5108 3.93928 4.08516 3.82203 3.49444 4.10744 3.2848 3.23894 4.05758 5.33775 3.46235 3.2694 4.96429 3.16915 3.11975 2.61901 2.36471 2.34743 2.13412 2.13907 2.1314 2.07878 2.05831 threshold=725.00000000000011 4.3000000000000016 0.90000000000000013 -0.33333333333333331 0.3000000000000001 1.3 1.9500000000000004 -1.8333333333333328 1.5000000000000002 0.33333333333333326 1.9000000000000001 1.1450000000000007 200.00000000000003 1.3850000000000007 2.9000000000000004 1.0850000000000006 0.92500000000000027 1.1650000000000007 1.1000000000000003 5.9000000000000012 1.0850000000000006 5.5000000000000009 2.9000000000000008 1.0050000000000006 6.7000000000000002 350.00000000000006 2.1150000000000007 4.1000000000000005 1.3 1.1666666666666672 decision_type=2 2 2 2 2 2 2 2 2 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 22 25 10 14 -7 9 -5 -6 12 -8 -10 15 16 -1 -17 19 -16 -14 -20 24 28 -3 26 -4 -13 -2 -25 right_child=23 2 4 8 5 7 11 -9 13 -11 -12 27 20 -15 18 17 -18 -19 21 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=0.0059249573334301643 -0.022556131255463935 -0.0047645335067455982 0.017256286273182906 0.0041805065144839056 0.00023060104876782494 0.009266245010794219 0.024214090687121624 0.0018389663571528956 -0.0058663501169853782 -0.0024814409703452487 -0.0040970949324343258 0.0048952505610539597 -0.0094146136481576565 0.00089897548509843374 -0.0017735566065796235 0.018025542408828605 -0.013509679235214473 0.0038322965592216289 -0.0012716222388555608 -0.0087390632191804325 0.014731623957610525 0.0020302897295251736 -0.016561442174420866 -0.0050083239780472407 0.0033071848940855403 0.0049651360459034089 0.000875097266494988 -0.012150677997359111 0.00066917725354535991 0.0021081744253329121 leaf_weight=24.499284639954567 11.551089338958265 380.05248034000397 31.814319908618927 267.09150401502848 1708.4028096795082 76.022814974188805 5.5257270634174338 2302.5169682502747 136.49343079328537 120.08873507380486 205.78709382563829 7.1826449781656256 22.059325069189075 122.61481695622206 458.69508361816406 18.063285619020462 26.450917407870293 107.68503864109516 1088.445881575346 115.2167824357748 6.2860253676772109 337.35097917914391 15.691356025636194 233.73475486040115 35.451444640755653 70.738032534718513 9.2631204724311811 81.643513157963753 4.9567126482725135 43.364397719502449 leaf_count=82 86 1271 89 883 5416 220 25 6858 456 399 767 34 137 491 1671 59 94 325 3560 468 35 1163 81 1280 140 199 28 437 29 234 internal_value=-8.61335e-05 8.23691e-05 0.000651684 -0.00169404 0.00122552 0.00104584 -0.00127512 0.00207636 0.0001982 0.00211422 -0.000234653 -0.00764597 0.000552796 -0.00266487 -0.000915952 0.00297736 -0.00416458 0.0058711 -0.00125997 -0.00317193 -0.00405981 -0.000490373 -0.0045302 -0.00455177 -0.00407584 0.00812345 0.0135623 -0.0107723 -0.0155824 -0.00389463 internal_weight=8074.74 7781.13 5482.03 1077.48 4404.55 4292.73 2299.1 2378.54 646.288 387.18 1914.19 122.697 33.8711 259.108 2176.41 176.699 50.9502 125.748 1999.71 573.912 28.3454 1425.8 431.195 293.607 415.504 111.815 41.0774 88.8262 16.5078 277.099 internal_count=27017 25388 17298 3721 13577 13261 8090 7078 2229 1282 6183 668 197 947 7422 560 176 384 6862 2139 172 4723 1492 1629 1411 316 117 471 115 1514 is_linear=0 shrinkage=0.03 Tree=252 num_leaves=31 num_cat=0 split_feature=2 5 6 8 3 5 8 3 13 11 8 13 7 9 11 8 10 11 10 5 5 0 9 4 2 7 10 13 7 9 split_gain=6.3769 5.93558 5.16193 4.70293 4.6808 5.09004 6.08599 4.41303 5.30687 4.35008 4.29359 4.23536 4.18398 3.99836 3.96895 4.17102 3.95157 3.83811 5.28638 3.48276 3.44864 3.27805 3.20734 3.03905 3.54124 2.91575 4.08468 3.76034 2.8486 4.34301 threshold=1.3 1.2050000000000007 1.7000000000000004 4.1000000000000005 1.5000000000000002 1.0050000000000006 4.7000000000000002 0.70000000000000007 2.3000000000000007 0.50000000000000022 2.5000000000000004 1.7000000000000004 1.3 3.3000000000000003 1.1666666666666672 6.5000000000000009 0.33333333333333326 0.83333333333333337 -2.1666666666666656 1.3150000000000006 1.6050000000000004 200.00000000000003 8.9000000000000021 2.5250000000000008 1.7000000000000004 0.50000000000000011 -1.1666666666666663 1.3000000000000003 2.7000000000000006 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 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 14 7 12 28 6 -6 8 9 -3 20 -12 16 -14 15 17 -4 18 -2 -10 -9 -16 25 24 -5 26 -7 -27 -1 -30 right_child=1 2 3 23 5 22 -8 10 19 -11 11 -13 13 -15 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=-0.00033496675091979658 0.020852970370407189 0.013613910438417696 -0.0055382773304173561 0.0013522306514034761 -0.0036103225199450276 0.010441423074862918 0.034871238343386464 -0.018500841810588173 -0.005997127139581027 -0.0080946471699673492 -0.0020451626153281245 0.0011782192582184012 -0.020653657582537979 -0.00025837354365578348 0.027604615823722325 0.00702286705112446 -0.017849939996628972 -0.0061144184653308181 0.0017201873657951524 0.0048382208694031327 0.0013082224087061698 0.007462478561018249 -0.013724682482951601 0.017238129750814922 -0.0035416865436194082 0.0099152453150829767 -0.0084316084391396276 -0.0019854614128605621 -0.014641943279649919 0.0069151447450800574 leaf_weight=3178.5160386860371 13.232271164655684 70.48136368393898 60.210980325937271 297.70628844201565 7.5033836960792524 11.400353014469145 7.2950070798397064 19.277378082275391 41.186621785163879 9.4177137613296491 451.68682447075844 1953.6734267026186 9.4194858968257886 106.03143000602722 8.7922326326370221 144.99108129739761 38.443096771836281 55.548423275351524 731.14939819276333 75.895049855113029 13.413477972149847 42.05371356010437 21.874658152461052 8.5056430846452695 240.63026727735996 24.301532730460167 109.00012674927711 1431.8430623263121 9.295146167278288 88.437941789627075 leaf_count=8870 39 204 192 871 21 38 20 53 117 28 1328 5649 26 305 24 476 129 155 2068 216 41 126 90 27 695 76 421 4447 25 240 internal_value=-8.59254e-05 0.000743803 0.000146588 -0.00202992 -0.000831192 -0.00215399 0.0153595 0.000775122 0.00509435 0.0110551 0.000426153 0.000572922 -0.00579909 -0.0019224 0.00278055 0.0023412 -0.0103358 0.00149263 0.0020603 0.0010266 -0.0103729 0.0109454 -0.00231613 -0.000554178 -0.000835294 -0.00215783 -0.00664458 -0.00178685 -0.00017985 0.0048649 internal_weight=9281.21 4391.75 3395.98 760.947 4889.47 1613.22 14.7984 2635.03 196.981 79.8991 2438.05 2405.36 214.105 115.451 995.767 944.921 98.6541 799.93 744.382 117.082 32.6909 50.8459 1598.42 546.842 538.337 1576.55 120.4 1456.14 3276.25 97.7331 internal_count=27017 12769 9881 2245 14248 5113 41 7636 565 232 7071 6977 652 331 2888 2738 321 2262 2107 333 94 150 5072 1593 1566 4982 459 4523 9135 265 is_linear=0 shrinkage=0.03 Tree=253 num_leaves=21 num_cat=0 split_feature=10 6 4 2 8 4 7 8 5 5 9 2 6 8 2 11 10 11 10 5 split_gain=1.40767 2.98807 2.89903 3.11665 3.41849 4.76312 3.21909 3.07639 4.78992 3.79619 1.82545 1.71464 1.8828 1.55301 4.31454 3.59721 2.01817 3.24503 2.5168 0.235762 threshold=1.5000000000000004 0.3000000000000001 2.7950000000000004 1.7000000000000004 4.5000000000000009 1.1450000000000007 2.1000000000000005 4.9000000000000012 2.1550000000000011 2.0750000000000011 10.500000000000002 3.7000000000000006 0.70000000000000007 3.9000000000000004 1.0000000180025095e-35 -1.4999999999999996 0.83333333333333337 0.83333333333333337 0.33333333333333326 1.4450000000000007 decision_type=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 4 5 -3 -6 9 -9 -5 11 13 -13 14 -1 -16 18 -18 -15 -14 right_child=1 2 -4 7 6 -7 -8 8 -10 -11 -12 12 19 16 15 -17 17 -19 -20 -21 leaf_value=-0.022869198686668497 -0.017077883220407899 0.013150095993291415 0.022818294281496877 0.0057105109868411507 0.010931139215194129 -0.0053992904001206052 -0.0088850814437074332 -0.0054574876667841119 0.016642803331439832 -0.020499688087029365 0.014561373790044093 0.0028728847503489839 -0.012835390673403526 -0.00031506276278110262 -0.0049352264520822987 0.0012643179492944211 -0.00066178398130325436 -0.005938116513778814 0.0013265275384277363 -0.023345871474074176 leaf_weight=6.8645085841417304 7.2173697128891936 17.412137091159821 6.1620831936597815 76.723221883177757 80.07203471660614 43.79500737786293 8.1267387270927411 104.93618509918451 9.6367824971675855 5.3180935680866233 7.8540478944778434 5.7018146514892569 3.0201804935932142 3541.0975545793772 88.583374574780464 1715.7390478551388 540.42192039638758 130.1740592867136 1102.1684013307095 5.2764112874865532 leaf_count=24 33 57 25 279 271 145 28 445 35 20 28 37 22 12935 322 5844 1985 474 3977 31 internal_value=0.000198416 0.00203043 0.00242202 0.0020588 0.00532496 -0.000122383 0.00910525 -0.00042314 -0.00359862 0.00401151 0.000106288 9.03854e-05 -0.0103988 0.000110993 0.000869637 0.000959951 -0.000147584 -0.00168601 7.46002e-05 -0.0195198 internal_weight=7506.3 359.4 352.182 346.02 149.406 61.2071 88.1988 196.614 114.573 82.0413 7146.9 7139.05 13.9984 7125.05 1811.19 1804.32 5313.86 670.596 4643.27 8.29659 internal_count=27017 1338 1305 1280 501 202 299 779 480 299 25679 25651 90 25561 6190 6166 19371 2459 16912 53 is_linear=0 shrinkage=0.03 Tree=254 num_leaves=31 num_cat=0 split_feature=3 0 7 3 6 8 5 11 11 0 13 11 2 9 10 9 11 5 10 8 12 10 7 5 5 5 3 4 8 10 split_gain=6.50755 7.29903 5.8142 7.47775 5.56004 5.01717 4.82027 5.25043 4.17148 3.59657 3.70594 3.9793 3.51367 3.397 3.46412 3.36208 2.93112 2.72899 2.64611 2.6308 2.53666 3.18111 3.47714 2.06875 2.81557 4.95918 2.77522 3.96162 2.37362 2.14788 threshold=2.7000000000000006 725.00000000000011 0.90000000000000013 1.1000000000000003 0.90000000000000013 6.7000000000000002 0.93000000000000027 1.1666666666666672 -2.8333333333333326 350.00000000000006 2.3000000000000007 -1.0000000180025095e-35 1.1000000000000003 2.9000000000000004 -0.33333333333333309 9.3000000000000025 -1.8333333333333328 1.7650000000000006 -0.66666666666666663 7.3000000000000016 5.700000000000002 1.1666666666666672 1.5000000000000002 1.0050000000000006 1.6050000000000004 1.6750000000000003 1.9000000000000001 1.9750000000000003 4.1000000000000005 -1.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 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 16 13 15 -5 -8 -6 19 11 -11 -10 18 -15 20 -1 -18 -4 -7 21 22 -2 -3 26 -26 29 -28 -27 -25 right_child=5 23 4 6 8 9 7 -9 12 10 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 24 25 28 27 -29 -30 -31 leaf_value=0.015932112275520029 0.0048209251188955594 -0.015446953504935551 -0.02236965929182437 0.024296039693542236 0.017745122327532874 -0.030746461094501524 0.0032216651152288866 -0.002261063821189718 0.00071154560026925873 0.010667549235954133 0.012286490190938096 -0.017225218186522975 -0.00096130667814154139 -0.00021844566717576266 -0.0038392615830722824 -0.013977553493653009 -0.0013236937389283238 -0.0097845418876796094 -0.0061021857581115575 -0.0050557114929410405 0.014376392144125569 0.012938425304362856 -0.0046949143441623537 0.007299206049552965 -0.023861136704980791 0.012564872436463276 0.022055257997493277 -0.010799408855379857 -0.0068019887222151498 -0.0044686998462914558 leaf_weight=8.407055124640463 250.53346812725067 16.288235135376453 12.586676895618437 9.1461374461650831 11.707122117280958 7.2679807096719724 1102.1905010119081 183.34608480334282 2106.8810151666403 6.8651506155729285 13.188150823116301 13.9716132581234 2437.2417881563306 428.1451598405838 534.91475798934698 8.3668763339519483 483.20242565125227 36.931997463107109 31.575264774262905 7.0838665962219238 25.503902852535248 36.20532400906086 40.089953497052193 15.74988132715225 15.497782081365584 6.1065534055232993 9.5030826330184919 5.0628413110971442 84.618658788502216 122.7623113244772 leaf_count=27 708 115 59 31 34 22 3247 536 6470 22 38 42 8358 1599 2054 25 1611 107 142 22 76 103 114 100 86 23 42 34 399 771 internal_value=-8.57243e-05 -0.00028256 -0.000103703 0.00136654 -0.000585559 0.00360094 0.00259411 0.00243971 -0.000139612 -0.00547106 -0.000158521 -0.00803531 -0.000185689 -0.00260265 -0.00222956 0.00481767 -0.00164042 -0.00192445 -0.0107386 -0.0180659 0.005264 0.00455292 0.00350827 -0.00507623 -0.00442478 -0.00817753 -0.0018207 0.0106356 -0.00549844 -0.0031306 internal_weight=8070.94 7661.87 7386.28 1823.22 5563.05 409.076 1294.68 1285.54 4555.83 48.3768 34.0249 20.8368 4544.12 1007.22 963.06 360.7 528.541 520.134 44.1619 14.3518 352.333 326.829 290.623 275.589 259.301 106.223 153.078 14.5659 90.7252 138.512 internal_count=27017 25845 24275 5559 18716 1172 3814 3783 14862 146 102 64 14828 3854 3653 1026 1745 1718 201 44 1001 925 822 1570 1455 508 947 76 422 871 is_linear=0 shrinkage=0.03 Tree=255 num_leaves=31 num_cat=0 split_feature=2 3 8 13 6 12 9 7 7 3 10 4 11 13 4 8 5 2 5 6 0 8 11 4 8 12 13 5 10 12 split_gain=6.02911 5.87588 5.73961 5.49385 4.90866 5.64965 4.9984 4.48605 4.07368 3.72753 3.52403 3.76616 3.50961 3.47189 5.43929 3.44254 3.43912 3.36692 3.31298 3.21462 3.03199 3.0256 4.20517 5.51035 3.98569 3.35927 3.25404 2.98345 2.9738 2.56946 threshold=1.3 1.0000000180025095e-35 6.9000000000000012 1.1000000000000003 1.5000000000000002 3.9000000000000008 3.3000000000000003 0.70000000000000007 2.9000000000000004 0.3000000000000001 -1.1666666666666663 1.6600000000000006 -0.83333333333333315 3.5000000000000004 1.4950000000000008 4.7000000000000002 0.78500000000000025 0.3000000000000001 1.0750000000000008 1.1000000000000003 200.00000000000003 5.9000000000000012 -0.33333333333333331 1.5050000000000006 5.3000000000000016 2.3000000000000007 1.5000000000000002 1.4050000000000009 1.5000000000000004 2.9000000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 -2 4 -4 13 8 -7 10 -6 20 11 12 -1 27 -15 29 -5 18 -17 -14 -9 24 26 -24 25 -12 -23 -3 -19 -11 right_child=1 2 3 16 5 6 -8 9 -10 15 21 -13 19 14 -16 17 -18 28 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.027248597345854886 0.022770761567292668 0.001991088703811165 -0.014020596692567146 0.024207962040861161 -0.00061375555708504249 0.012942503650764478 -0.0069223957475404831 -0.0057909181855064391 0.013418987460949446 -0.0010459488630391405 -0.00097583777848726349 -0.015323787146482805 0.016489345895977267 0.017310059593319268 0.0020626693002191491 0.011540379902249034 0.0038033192156721562 0.00062838683448698113 -0.0094378899927951253 -0.0027488346181109842 0.008720107360489119 0.008074470407086207 -0.002394044075455497 0.015158182124425292 -0.01167831479579777 -0.0068166809660222209 -0.012513345919667539 -0.00012845672492839909 -0.010109546382963783 -0.0042055339918587644 leaf_weight=7.0323998630046836 10.850716382265089 1068.2884526252747 15.508563086390494 7.5434561073780051 1087.6722744852304 12.105168402194975 195.66197724640369 16.139128595590591 18.942742258310318 1930.7882545292377 180.82270668447018 7.3800159543752661 12.028717651963232 29.50177064538002 73.560767650604248 7.7859726250171652 513.07356683909893 1951.6415101885796 52.189348757266998 22.326138943433762 65.768606871366501 9.165125295519827 37.330184444785118 28.301640376448631 69.858401358127594 173.80050970613956 28.074379280209541 1356.7889892160892 23.491423159837723 263.22590789198875 leaf_count=21 33 3047 46 27 3067 35 650 44 52 5521 545 23 35 80 214 21 1600 5471 155 71 180 28 123 86 229 655 89 3918 66 885 internal_value=-8.53535e-05 0.000721645 0.000667005 0.00357482 0.000261294 -0.00122579 -0.005765 -0.000810177 -0.000373547 -0.000477906 -0.00329651 0.00441911 0.00793959 0.00103443 0.00642725 -0.000600672 0.00409897 0.000288041 -0.0067145 0.00398706 0.00586085 -0.00401002 0.000605907 0.0051748 -0.00512867 -0.00383843 -0.00744642 0.00080524 0.000500674 -0.00142502 internal_weight=9276.65 4389.5 4378.65 536.126 3842.52 1314.38 207.767 4887.15 1106.62 4311.03 576.12 48.7673 41.3873 2528.14 103.063 4229.12 520.617 2035.11 59.9753 34.3549 81.9077 527.353 102.871 65.6318 424.482 354.623 37.2395 2425.08 1975.13 2194.01 internal_count=27017 12769 12736 1673 11063 3804 685 14248 3119 12343 1905 150 127 7259 294 12119 1627 5713 176 106 224 1755 326 209 1429 1200 117 6965 5537 6406 is_linear=0 shrinkage=0.03 Tree=256 num_leaves=18 num_cat=0 split_feature=11 11 4 10 5 8 7 4 6 3 10 2 4 5 5 11 9 split_gain=1.39254 1.78627 3.59022 6.10538 3.99782 3.36954 5.03261 3.9867 2.31549 2.67593 2.12625 1.59953 1.59743 1.51927 1.88616 1.37816 0.384077 threshold=3.1666666666666674 1.8333333333333337 2.015000000000001 0.83333333333333337 1.7650000000000006 3.7000000000000006 1.9000000000000001 1.2850000000000008 1.3 2.9000000000000004 -1.1666666666666663 3.9000000000000004 2.9850000000000008 3.0650000000000008 2.5050000000000012 -0.66666666666666663 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 5 4 -4 6 7 -3 9 -7 -10 12 13 14 -1 -13 -2 right_child=16 2 3 -5 -6 8 -8 -9 10 -11 -12 15 -14 -15 -16 -17 -18 leaf_value=0.00017675280943254418 -0.0043764017350828334 0.0052930455723617202 0.036177641858430726 -0.011928747537445375 0.0087049396350459655 0.0013722105478057869 -0.016761832545303643 0.025670169178868864 0.011655688723153772 0.021234102270852422 -0.0057638659940887401 0.0016259345700183733 0.014782304299563388 0.012607732638306335 -0.0040384686660988609 -0.022556951751523766 -0.015403545765420195 leaf_weight=7162.3955468907952 5.3196409344673139 22.746463596820831 9.2273089587688499 6.3727146387100211 9.8626075834035856 58.447622686624527 5.9260013103485099 13.934799820184706 6.9219245165586463 6.8168830424547187 70.921970993280411 3.5884274542331696 6.7078860849142066 8.7795632034540159 96.830755092203617 5.1862079650163633 6.1052793562412262 leaf_count=25694 19 78 30 25 34 201 21 46 24 24 253 22 30 38 414 38 26 internal_value=0.000196584 0.000212538 0.0029325 0.0134965 0.0219842 0.00148412 0.00888994 0.0130341 -0.000720797 0.00344679 -0.00421491 0.000133675 0.000149116 0.00013561 0.000120526 -0.0126672 -0.0102691 internal_weight=7506.09 7494.67 211.178 25.4626 19.0899 185.716 42.6073 36.6813 143.108 65.2645 77.8439 7283.49 7274.71 7268.01 7259.23 8.77464 11.4249 internal_count=27017 26972 736 89 64 647 145 124 502 225 277 26236 26176 26146 26108 60 45 is_linear=0 shrinkage=0.03 Tree=257 num_leaves=31 num_cat=0 split_feature=2 7 9 8 5 6 8 10 9 11 9 13 2 13 4 8 10 12 9 5 4 8 6 3 3 2 4 8 0 8 split_gain=6.3725 6.38535 5.47524 5.43957 5.98994 5.71919 4.9397 4.74888 4.36495 4.05963 3.73104 4.05667 3.7178 3.52453 3.43785 4.52528 3.81263 3.4205 2.99162 2.92817 2.89296 3.75333 3.1138 2.97576 2.83243 2.74579 2.51942 4.27363 3.04375 2.45647 threshold=2.3000000000000003 1.7000000000000004 4.3000000000000016 5.5000000000000009 2.4450000000000007 0.70000000000000007 3.5000000000000004 -2.1666666666666656 6.9000000000000012 -0.83333333333333315 3.1000000000000005 3.9000000000000008 1.3 1.5000000000000002 1.3450000000000006 4.5000000000000009 0.50000000000000022 3.5000000000000004 3.9000000000000004 1.2950000000000006 0.9650000000000003 4.3000000000000016 1.9000000000000001 1.3 1.3 1.5000000000000002 2.1550000000000011 5.1000000000000005 200.00000000000003 3.9000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 9 8 17 -7 -5 -4 11 -8 -12 -6 -2 16 -16 24 -18 -17 21 22 -3 -24 -1 -19 27 -21 -28 -22 right_child=14 20 3 5 13 7 10 -9 -10 -11 12 -13 -14 -15 15 19 18 25 -20 26 29 -23 23 -25 -26 -27 28 -29 -30 -31 leaf_value=0.0041848363323773868 -0.019179254496425283 -0.004219294534566557 0.0040265623057560204 -0.0033161507457013088 -0.0070544466577980632 -0.01799724613672854 -0.0054463397634386167 0.0004998047105945852 -0.015704130463194896 0.0010665998900109728 0.00054812181376434057 0.019043468063327983 -0.0031607717883082561 0.010070489313651938 -0.0024042324491789541 -0.0097106263465250413 -0.0073973876018501418 0.025455758024977196 0.012369461144931497 -0.0086038439877821615 0.00020458048836024544 0.0095140929301226855 0.011944380516882284 -0.0046432690994038447 -0.0021756962916127413 0.0049207900141524053 0.01209759309460655 0.0020560797271700661 -0.0078444450329140207 -0.0025080338308898671 leaf_weight=159.45762778818607 12.117498219013212 74.478295087814331 506.17224816977978 126.31979972869158 11.999334335327147 12.64135731756687 257.6726331114769 1056.6231810674071 32.104987941682339 2367.6723789647222 636.26349431276321 6.2348375767469397 393.78670345246792 109.72505748271942 65.33419644087553 79.42007976770401 8.4004420265555364 10.045530766248705 38.346260286867619 46.652861908078194 399.9066539555788 46.96879605948925 27.052555650472641 15.203939735889433 104.17675100266933 14.066220849752424 7.3503315448760977 123.31877150386572 109.58441299945116 1208.1375657618046 leaf_count=513 44 237 1496 495 35 41 937 3384 110 7090 2026 20 1488 322 260 533 38 28 138 177 1343 147 82 44 309 43 35 501 592 4509 internal_value=-8.47609e-05 0.000129777 0.00061092 0.00117477 0.00186403 -0.000507034 -0.000894592 0.000281124 -0.00582659 0.00158794 -0.00168519 -0.00486777 -0.000869783 0.00838235 -0.00339854 -0.00299883 0.00227606 0.00266061 0.00881733 -0.00461274 -0.00144664 0.00235273 -0.000528684 0.00597612 0.00167143 0.0134761 -0.00320156 -0.000869796 -0.00659092 -0.00183343 internal_weight=8067.23 7576.71 5804.96 4223.26 2995.57 1227.69 1581.7 1069.26 158.425 2873.84 1293.96 263.907 1030.05 121.724 490.525 478.407 112.081 287.746 46.7467 366.326 1771.75 163.704 116.735 42.2565 263.634 24.1118 286.906 169.972 116.935 1608.04 internal_count=27017 24699 18337 12973 8943 4030 5364 3425 605 8586 4471 957 3514 357 2318 2274 436 893 176 1838 6362 510 363 126 822 71 1305 678 627 5852 is_linear=0 shrinkage=0.03 Tree=258 num_leaves=31 num_cat=0 split_feature=9 6 2 7 7 10 3 9 5 8 11 9 7 3 4 8 5 4 4 0 10 0 10 10 10 8 8 13 13 11 split_gain=5.86754 7.07301 5.58508 4.68461 4.4423 4.50857 4.47681 4.22351 3.99236 4.3828 3.99002 3.73977 4.35769 3.66242 3.61885 3.54286 3.45625 3.50487 3.42999 3.68018 3.68527 3.42045 6.23324 4.02282 3.32223 3.28518 3.14345 3.92503 3.01249 2.985 threshold=6.3000000000000016 2.3000000000000003 1.3 2.1000000000000005 0.70000000000000007 -1.1666666666666663 1.1000000000000003 4.7000000000000002 1.8250000000000002 4.5000000000000009 -0.83333333333333315 2.1000000000000005 1.3 0.3000000000000001 0.99000000000000055 5.9000000000000012 1.5650000000000006 0.90000000000000036 1.0250000000000006 200.00000000000003 -0.49999999999999994 725.00000000000011 -1.4999999999999996 -2.1666666666666656 -1.4999999999999996 6.3000000000000016 4.7000000000000002 4.9000000000000012 3.9000000000000008 -0.83333333333333315 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 11 5 10 -7 8 13 -10 -1 12 -4 -3 15 16 -2 29 19 -16 -21 23 -23 -20 -9 -13 -6 -28 -15 -18 right_child=14 7 3 -5 26 6 -8 24 9 -11 -12 25 -14 28 18 -17 17 -19 21 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.027742801877320318 -0.014933712089677089 0.018412648239159269 -0.0031964337141342824 0.0044594755063286032 -0.00081456359303671471 0.00064136522334855555 -0.0063901369830295512 -0.020185657840649414 -0.0020683219523821555 0.026763701077379441 0.0020708270723069412 0.00039532330652633496 0.02283169713926771 -0.0057608033417895872 0.027308937020552947 0.013926959930774823 -0.017145105778061786 -0.010741249351725733 0.012252088039503015 0.021890566237658168 -0.0049980225088121517 -0.013633694245063881 0.0065714921891063581 -0.0021161379270177739 -0.0049572664672301349 0.0028784142412156492 0.00093747551288765726 0.021528299772938783 0.00033802060743271005 0.00601201622326758 leaf_weight=6.8551108241081229 41.086601942777634 8.1327840685844404 9.4743130803108233 399.96699814498425 1681.2068989872932 119.31801870465279 257.05772210657597 13.608934685587881 9.2633461803197878 9.7283646166324598 26.559692606329918 2340.6462183594704 14.883398503065107 117.65331462025642 7.2822202444076565 7.0650761276483527 5.9531905949115744 36.171114236116409 17.768595606088638 6.4457086175680223 15.91300399601459 16.12154147028923 93.074924573302269 1348.3068359494209 245.18867065012455 603.0846611559391 1582.3235628753901 8.3758830130100232 191.58992287516594 31.612521231174469 leaf_count=20 122 22 27 1169 4802 336 856 42 32 30 78 6639 43 343 22 21 22 132 54 22 53 48 278 4183 739 1836 4373 23 534 116 internal_value=-8.44964e-05 0.00026364 0.000528776 0.00141162 -0.000278858 -0.00322342 -0.00416102 -0.0028769 -0.000660178 0.0127007 0.00733748 0.0010009 0.0127076 -0.00145969 -0.00172051 -0.00669232 -0.00796102 -0.00407579 -0.00131783 0.00878638 0.00275359 -0.00152084 0.00358844 -0.00192925 -0.00575806 0.000904036 8.99348e-05 0.0010459 -0.00198231 0.00234221 internal_weight=9271.72 7644.92 7049.75 3368.06 3681.7 409.791 376.376 595.165 336.368 18.9917 33.4148 2968.09 24.3577 317.376 1626.8 121.889 114.823 73.7368 1504.91 29.6409 22.3587 1475.27 109.196 1366.08 258.798 2943.73 3271.91 1590.7 309.243 37.5657 internal_count=27017 21944 20202 9714 10488 1290 1192 1742 961 62 98 8545 70 899 5073 413 392 270 4660 97 75 4563 326 4237 781 8475 9198 4396 877 138 is_linear=0 shrinkage=0.03 Tree=259 num_leaves=19 num_cat=0 split_feature=13 6 4 8 0 4 2 4 4 2 8 2 13 13 10 4 6 5 split_gain=1.38096 1.7181 8.19028 1.46303 3.42973 3.05329 4.28502 3.61076 2.97289 2.58941 2.4622 3.91974 7.90587 5.19727 2.62479 4.69904 2.32276 0.849479 threshold=6.1000000000000005 3.3000000000000003 1.1150000000000007 2.9000000000000004 350.00000000000006 1.1250000000000007 0.90000000000000013 1.3750000000000007 1.7200000000000006 0.50000000000000011 3.9000000000000004 1.5000000000000002 2.9000000000000008 2.1000000000000005 1.5000000000000004 1.1650000000000007 3.1000000000000005 1.5850000000000006 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 6 -1 -7 9 -6 11 13 -13 -5 16 -16 -12 -4 right_child=-2 2 17 10 8 7 -8 -9 -10 -11 14 12 -14 -15 15 -17 -18 -19 leaf_value=0.0061709131741082279 -0.013294905473993483 0.025723578834805909 -0.0013422351263676329 0.0065244609822465221 -0.009019458346712507 -0.014884529988848767 -0.0076572939904125514 0.0005891242583484312 0.021993824392449592 0.00076315328243993388 -0.00018063239580351305 -0.0049881205265605031 0.0041634538715244395 0.0012697428751940458 0.020997835228055949 0.0019820094563128038 0.01086992799014579 -0.016755207018813802 leaf_weight=36.776380941271782 6.8234161585569373 12.155271440744402 6.8505153357982618 212.21370431780815 26.666103944182396 44.521835327148438 44.658801719546318 19.524264678359032 5.5881119966506949 280.61352695524693 5300.986196629703 211.99443176388741 141.77316255867481 839.71411757171154 12.206245318055151 279.54357285052538 17.174447670578957 6.0697430074214935 leaf_count=127 25 39 23 712 94 157 157 68 21 974 19373 751 492 2818 40 1066 58 22 internal_value=0.000195119 0.000207393 0.00804698 0.000181091 -0.00146104 -0.0052667 -0.00141243 -0.0101674 0.000308569 -8.57938e-05 0.000288376 0.00141113 -0.00132061 0.00232982 7.0443e-06 0.00277759 -0.000144946 -0.00858302 internal_weight=7505.85 7499.03 25.0755 7473.95 458.349 145.481 81.4352 64.0461 312.868 307.28 7015.61 1405.7 353.768 1051.93 5609.91 291.75 5318.16 12.9203 internal_count=27017 26992 84 26908 1598 509 284 225 1089 1068 25310 4773 1243 3530 20537 1106 19431 45 is_linear=0 shrinkage=0.03 Tree=260 num_leaves=31 num_cat=0 split_feature=2 7 9 7 0 8 5 12 2 4 4 4 8 10 5 5 5 4 8 6 8 4 8 12 6 8 9 10 3 3 split_gain=6.09834 6.07553 5.30948 5.02144 4.25375 4.1373 5.09024 4.0764 4.44809 3.54797 5.04475 3.33608 4.34471 3.64359 2.90909 5.43164 2.83275 2.76017 3.5982 2.98583 2.9094 2.42229 4.12767 2.92918 2.37827 2.34522 4.00457 5.31824 4.18285 2.77015 threshold=2.3000000000000003 1.7000000000000004 5.7000000000000002 0.50000000000000011 875.00000000000011 1.9000000000000001 0.7150000000000003 4.9000000000000012 0.3000000000000001 1.9900000000000007 1.7000000000000004 1.3450000000000006 4.5000000000000009 0.50000000000000022 2.0850000000000013 1.7800000000000005 1.2950000000000006 0.9650000000000003 4.3000000000000016 1.9000000000000001 3.9000000000000004 2.1550000000000011 5.1000000000000005 6.3000000000000016 1.1000000000000003 3.9000000000000004 4.1000000000000005 -0.49999999999999994 1.3 0.3000000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 9 5 24 -7 8 -5 10 -4 -2 13 -13 15 -15 -14 18 19 -3 -21 22 -18 -23 -1 26 27 -19 -28 -27 right_child=11 17 3 7 -6 6 -8 -9 -10 -11 -12 12 16 14 -16 -17 21 25 -20 20 -22 23 -24 -25 -26 29 28 -29 -30 -31 leaf_value=-0.0055724144989273815 -0.018947457388063579 -0.0041502442467719423 0.0049267908801086165 0.010595259498130782 -0.0086722878359484102 -0.015841100142468669 3.3591208778160786e-05 0.011394639790632212 0.00086074580676803833 -0.011039073195976946 0.017697397920266839 -0.0023579896339208282 -0.0095643830405850033 0.011132850364236432 0.026149988426866826 -0.016140989752318018 -0.0084748804128641411 -0.013534890467206746 0.0092921371912507347 0.002237845947325488 0.023045140361865741 -0.0078206019814932859 0.0020146648151091072 0.01034828571458187 0.014777083432291786 -0.011953679586149157 -0.0010517437127995422 -0.00027322630831179992 0.0065176370994407627 -0.0022343555166806374 leaf_weight=6.4549465030431739 12.009359136223791 74.367315784096718 184.26855790615082 43.312789112329483 51.025117211043835 18.269243150949478 3680.6068310439587 35.315822079777718 1715.5588382706046 10.451279878616331 32.793829724192619 65.251644812524319 78.731951475143433 31.389350481331348 7.1992909312248221 8.3119622170925123 46.477227754890919 37.962146684527397 47.128227844834328 35.043535649776459 7.3095604479312888 107.72179321199656 123.41478875279427 8.6255013942718488 25.943047016859055 26.996247544884682 147.00493586063385 96.136191084980965 118.80408026278019 1179.2250261157751 leaf_count=21 44 237 522 121 284 73 11879 103 5126 35 96 260 533 129 20 27 177 136 147 104 22 595 501 32 77 114 501 341 365 4395 internal_value=-8.44718e-05 0.000125194 0.000594408 0.0018355 -6.8974e-05 4.86761e-05 -4.4816e-05 0.00130309 0.00110046 0.00603412 0.00685618 -0.00333104 -0.00293797 0.00222633 0.00860439 0.00542273 -0.00452491 -0.00141343 0.00229572 -0.000529219 0.0058289 -0.00313877 -0.000854952 -0.00647364 0.0107227 -0.00179181 0.000199121 -0.0040275 0.00233141 -0.00245188 internal_weight=8063.11 7573.98 5804 2021.7 3782.3 3731.27 3698.88 1794.19 1758.87 227.514 217.062 489.133 477.124 112.152 46.9006 39.7013 364.971 1769.98 163.849 116.72 42.3531 286.239 169.892 116.347 32.398 1606.13 399.907 134.098 265.809 1206.22 internal_count=27017 24699 18337 6003 12334 12050 11952 5350 5247 653 618 2318 2274 436 176 156 1838 6362 510 363 126 1305 678 627 98 5852 1343 477 866 4509 is_linear=0 shrinkage=0.03 Tree=261 num_leaves=31 num_cat=0 split_feature=6 0 3 7 5 10 6 12 13 11 12 4 2 4 8 4 8 9 7 12 3 6 4 4 11 0 10 9 7 3 split_gain=5.71823 5.66999 5.45442 5.29928 5.24321 5.37429 4.97598 4.86205 4.82745 8.81313 4.5113 6.60987 5.33597 4.61485 4.2223 4.92437 4.21661 4.17594 3.70846 5.04443 4.59662 3.66195 4.23846 3.48663 3.16595 3.04656 2.99871 2.96896 2.84981 2.57567 threshold=0.90000000000000013 525.00000000000011 1.5000000000000002 2.7000000000000006 0.74500000000000033 -0.49999999999999994 2.1000000000000005 3.3000000000000007 1.7000000000000004 1.1666666666666672 1.5000000000000002 0.93000000000000027 0.90000000000000013 1.0150000000000006 3.3000000000000003 1.5050000000000006 7.7000000000000002 2.7000000000000006 1.9000000000000001 3.5000000000000004 3.7000000000000006 1.3 1.0750000000000008 1.9900000000000002 1.1666666666666672 875.00000000000011 -0.33333333333333331 6.1000000000000005 0.3000000000000001 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 -6 -7 9 14 -3 -12 13 -13 -4 -16 18 -5 20 -20 -10 26 -23 28 -25 27 -19 -18 -1 -30 right_child=2 10 8 17 5 7 -8 -9 16 -11 11 12 -14 -15 15 -17 25 21 19 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.012677324036106496 0.0080341317784476778 0.013773529141456966 0.0083466507602251699 -0.010969916441029681 0.002187411468270012 -0.001181000196488158 -0.0029571460478724438 0.0035244080310780405 -0.0019121467249200962 0.0086541190238077076 -0.015140295437468214 0.015213856974945027 0.0043041269014715269 -0.0061795570395866885 -0.020100297867067008 -0.0065040493871426344 0.0078671314715094958 0.0088002783164721609 -0.0010074655474150412 0.0069462281288188155 -0.016930593863074501 -0.0028739093880697543 0.0137477489754052 0.0026542174197326401 0.015239842329493965 0.022904506538953141 -0.0089614055372424992 -0.0041540044061350095 -1.9368973019236064e-05 -0.008432839567132016 leaf_weight=16.893515795469284 71.006304904818535 35.784332275390625 9.2272718697786313 12.032707542181013 1128.8036531060934 2914.1820960044861 199.04713548719883 212.01516580581665 1938.1589398086071 25.372999474406242 17.903361946344376 10.296006321907042 613.84798564016819 76.513585984706879 45.255912989377975 50.984225109219551 49.773788243532181 15.81453427672386 246.55543240904808 101.23159256577492 18.516569405794144 16.946876138448715 74.522658303380013 137.22392083704472 20.702440872788429 7.9302775263786307 18.635611057281494 29.420409753918648 1118.6057333499193 33.735390588641167 leaf_count=54 196 98 34 33 3160 8145 564 633 6099 89 52 29 1897 222 165 160 143 44 683 287 88 46 205 425 61 25 52 88 3119 121 internal_value=-8.40307e-05 0.00130056 -0.000485125 0.000122794 -5.37896e-05 -0.000182727 0.00141623 -0.000861885 -0.00160893 -0.00721997 0.00337739 0.00285966 0.0033196 -0.0036422 -0.0110389 -0.0128975 -0.00130196 0.005915 -0.00154689 0.00130764 -0.00205427 0.0075285 0.0106682 0.000120112 0.00430406 0.00517654 -0.000807804 0.00340132 -0.000445006 -0.000265678 internal_weight=9266.94 2081.51 7185.43 4663.01 4525.05 4454.05 1327.85 3126.2 2522.43 130.84 754.345 718.561 700.658 86.8096 105.467 96.2401 2391.59 137.952 2304.46 347.787 1956.68 125.92 91.4695 1327.16 157.926 87.1245 34.4501 79.1942 1169.23 1152.34 internal_count=27017 6078 20939 13078 12698 12502 3724 8778 7861 448 2298 2200 2148 251 359 325 7413 380 7157 970 6187 347 251 3780 486 256 96 231 3294 3240 is_linear=0 shrinkage=0.03 Tree=262 num_leaves=23 num_cat=0 split_feature=6 4 10 5 8 11 2 9 13 12 9 5 2 2 9 7 11 8 4 6 5 11 split_gain=1.38048 1.55657 1.39023 2.76108 5.45624 4.19051 5.14062 2.94853 4.54244 4.00195 3.29561 3.20705 2.4938 2.30242 1.73045 1.42597 5.73505 1.42483 1.23893 1.14847 0.227277 0.204487 threshold=1.0000000180025095e-35 1.7000000000000004 1.5000000000000004 2.1550000000000011 4.3000000000000016 -0.66666666666666619 2.1000000000000005 4.5000000000000009 3.9000000000000008 3.9000000000000008 3.3000000000000003 1.7250000000000003 2.3000000000000003 3.7000000000000006 10.500000000000002 1.0000000180025095e-35 -0.83333333333333315 8.3000000000000025 1.5250000000000006 0.70000000000000007 1.5550000000000008 -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 left_child=1 -1 13 7 -5 -6 -7 8 10 11 -4 -9 -11 14 15 16 -2 -17 -10 -15 -3 -21 right_child=2 20 3 4 5 6 -8 9 18 12 -12 -13 -14 19 -16 17 -18 -19 -20 21 -22 -23 leaf_value=-0.00036485843921820594 0.017675922847837408 -0.012762252228000991 -0.0015387174408939555 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0.000212431 0.00203465 0.0111402 0.0178788 0.00955548 0.00127396 0.00492207 -0.000922971 0.00702667 0.00147243 -0.00819895 0.000120749 0.000144316 0.000128715 -0.00741097 0.000152658 -0.0106868 -0.0122106 -0.0190476 -0.0193655 internal_weight=7505.63 16.316 7489.32 358.765 27.6609 22.0268 15.6818 331.104 124.449 206.654 109.663 155.47 51.1841 7130.55 7116.95 7109.05 22.5045 7086.54 14.7863 13.6013 7.12497 8.12676 internal_count=27017 76 26941 1332 101 79 57 1231 463 768 409 558 210 25609 25521 25493 88 25405 54 88 42 53 is_linear=0 shrinkage=0.03 Tree=263 num_leaves=31 num_cat=0 split_feature=3 0 7 3 6 8 5 11 11 0 13 11 9 9 10 2 11 13 10 8 12 10 7 0 2 2 10 5 5 11 split_gain=5.87736 6.5833 5.19449 6.97754 5.17061 4.67985 4.61112 5.04791 3.95624 3.46923 3.54089 3.84931 3.26388 3.22036 3.34381 3.14938 2.78561 2.89619 2.62135 2.55087 2.45218 3.0815 3.28023 2.19445 2.09033 4.25029 2.17588 4.88111 2.13519 2.06032 threshold=2.7000000000000006 725.00000000000011 0.90000000000000013 1.1000000000000003 0.90000000000000013 6.7000000000000002 0.93000000000000027 1.1666666666666672 -2.8333333333333326 350.00000000000006 2.3000000000000007 -1.0000000180025095e-35 9.3000000000000025 2.9000000000000004 -0.33333333333333309 1.1000000000000003 -1.4999999999999996 2.5000000000000004 -0.66666666666666663 7.3000000000000016 5.700000000000002 1.1666666666666672 1.5000000000000002 525.00000000000011 3.7000000000000006 2.9000000000000004 1.5000000000000004 1.7250000000000003 1.0050000000000006 0.33333333333333326 decision_type=2 2 2 2 2 2 2 2 2 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 16 13 12 -5 -8 -6 19 11 -11 20 18 -15 -10 23 -18 -4 -7 21 22 -2 -1 25 26 28 -28 -3 -23 right_child=5 24 4 6 8 9 7 -9 15 10 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 29 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0026860405775730755 0.0045887933136506956 -0.016325958895572645 -0.022191887350740961 0.023599356718393825 0.017280057745162378 -0.030305178258163715 0.0030876742260101298 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5.9105166867375365 25.95446140319109 13.893746733665468 6.5664923042058936 206.7059383392334 20.766453251242638 leaf_count=42 708 95 59 31 34 22 3247 536 6470 22 38 42 25 1599 2054 8358 1333 350 142 22 76 44 114 20 41 194 82 29 1129 59 internal_value=-8.35291e-05 -0.000270639 -0.000101449 0.00128802 -0.000557452 0.0034242 0.00247314 0.00232146 -0.000127621 -0.00534994 -0.000134962 -0.00784977 0.00460036 -0.0025063 -0.00214419 -0.000172561 -0.0016184 -0.00203899 -0.0104797 -0.0177604 0.00504095 0.00434125 0.00331167 0.00966924 -0.00484763 -0.0052385 -0.00399568 0.00536287 -0.00486436 0.0126015 internal_weight=8059.37 7651.24 7378.49 1823.17 5555.32 408.135 1295.09 1285.86 4551.46 48.243 33.969 20.7835 359.892 1003.86 960.248 4539.74 528.08 509.11 43.6089 14.274 351.531 326.101 289.96 18.9701 272.749 266.838 240.884 20.4602 220.424 36.141 internal_count=27017 25845 24275 5559 18716 1172 3814 3783 14862 146 102 64 1026 3854 3653 14828 1745 1683 201 44 1001 925 822 62 1570 1529 1335 111 1224 103 is_linear=0 shrinkage=0.03 Tree=264 num_leaves=31 num_cat=0 split_feature=9 6 2 7 7 10 3 9 5 8 11 9 7 3 4 8 5 4 11 4 0 10 10 10 0 10 10 8 13 13 split_gain=5.4711 6.63938 5.10484 4.34624 4.13408 4.29267 4.20211 4.04449 3.84081 4.1538 3.81651 3.56723 4.20133 3.4904 3.43516 3.39306 3.36211 3.44008 4.99617 3.30988 3.50208 3.52064 3.22792 3.22297 3.13768 6.0121 3.8491 2.9637 3.72961 2.86644 threshold=6.3000000000000016 2.3000000000000003 1.3 2.1000000000000005 0.70000000000000007 -1.1666666666666663 1.1000000000000003 4.7000000000000002 1.8250000000000002 4.5000000000000009 -0.83333333333333315 2.1000000000000005 1.3 0.3000000000000001 0.99000000000000055 5.9000000000000012 1.5650000000000006 0.9650000000000003 -0.83333333333333315 1.0250000000000006 200.00000000000003 -0.49999999999999994 -1.4999999999999996 2.1666666666666674 725.00000000000011 -1.4999999999999996 -2.1666666666666656 4.7000000000000002 4.9000000000000012 3.9000000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 11 5 10 -7 8 13 -10 -1 12 -4 -3 15 16 -2 18 -18 20 -16 -22 -9 -13 26 -26 -21 -6 -29 -15 right_child=14 7 3 -5 27 6 -8 22 9 -11 -12 23 -14 29 19 -17 17 -19 -20 24 21 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.027091537876819446 -0.014665617574343728 0.017997773358658757 -0.0031970855593304939 0.0042929814223310299 -0.00078569962617414655 0.00062343072153224022 -0.0061942648035375253 -0.019888246838185197 -0.0019631763898199234 0.026080424263687865 0.0020298549003346924 0.001024152325024777 0.022394623458434647 -0.0056102070089577441 0.026629324966007378 0.013627464720635104 -0.020405633675944893 -0.01613719165340969 0.0034671785038718713 0.012000714535379191 0.021357640619399931 -0.0048724140739018909 -0.0048278423813183429 -0.0053007028283620118 -0.013471137823398094 0.0063666357001305402 -0.0020469414515046983 0.00091568145218093365 0.021036061805097706 0.00034326151402798091 leaf_weight=6.8873310834169379 40.863475024700165 8.1271054446697217 9.4647987782955187 399.20945505797863 1680.2774843126535 119.31224274635315 255.8195403367281 13.515977531671522 9.2380254119634646 9.7924272418022138 26.551376447081566 2866.7285372018814 14.803004235029219 117.4107654094696 7.3366254270076778 7.0842738747596732 9.4506172090768796 16.193280234932899 47.776346191763878 17.786663547158241 6.4891082644462648 15.864686384797091 244.63283669948578 74.391464948654175 16.141060322523117 92.79170235991478 1346.1060026437044 1581.9911409765482 8.3351956307888013 191.50258097052574 leaf_count=20 122 22 27 1169 4802 336 856 42 32 30 78 8254 43 343 22 21 36 60 174 54 22 53 739 221 48 278 4183 4373 23 534 internal_value=-8.33333e-05 0.000252866 0.000509767 0.0013543 -0.000262559 -0.00310778 -0.00402587 -0.0027924 -0.000623198 0.0124671 0.00719178 0.00095869 0.0124135 -0.00140895 -0.00166466 -0.0065195 -0.00776838 -0.00392958 -0.000475243 -0.0012725 0.00864461 0.00274194 -0.00561636 0.000864174 -0.00147242 0.00342718 -0.00186374 9.28716e-05 0.00102114 -0.00191951 internal_weight=9261.88 7637.99 7043.77 3364.6 3679.17 408.57 375.132 594.22 336.071 19.0305 33.4387 2965.39 24.2678 317.04 1623.88 121.368 114.284 73.4202 57.227 1502.52 29.6904 22.3538 258.149 2941.12 1472.83 108.933 1363.89 3270.6 1590.33 308.913 internal_count=27017 21944 20202 9714 10488 1290 1192 1742 961 62 98 8545 70 899 5073 413 392 270 210 4660 97 75 781 8475 4563 326 4237 9198 4396 877 is_linear=0 shrinkage=0.03 Tree=265 num_leaves=27 num_cat=0 split_feature=11 11 4 10 5 8 7 4 6 4 10 10 4 0 8 7 13 4 7 5 7 4 4 7 10 9 split_gain=1.33689 1.71393 3.49683 5.7625 3.77027 3.24356 4.83441 3.74554 2.22558 2.60455 2.03759 1.51877 8.58724 4.45633 5.33527 3.17705 3.16788 3.14006 5.93971 2.57226 2.23226 4.51415 4.50544 1.8368 1.49571 0.370207 threshold=3.1666666666666674 1.8333333333333337 2.015000000000001 0.83333333333333337 1.8050000000000004 3.7000000000000006 1.9000000000000001 1.2850000000000008 1.3 1.4050000000000007 -1.1666666666666663 0.33333333333333326 0.73500000000000032 525.00000000000011 3.1000000000000005 2.9000000000000004 4.7000000000000011 0.73500000000000032 1.1000000000000003 1.1750000000000005 1.5000000000000002 2.1850000000000009 0.79500000000000026 1.5000000000000002 -0.49999999999999994 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 5 4 -4 6 7 -3 9 -7 -10 17 13 14 -13 16 -14 18 24 -17 22 -22 -19 -20 -1 -2 right_child=25 2 3 -5 -6 8 -8 -9 10 -11 -12 12 15 -15 -16 19 -18 20 23 -21 21 -23 -24 -25 -26 -27 leaf_value=-0.0095445138878194422 -0.0043245824008059115 0.0052030734071303415 0.034277197661024765 -0.011635257373238738 0.0076973669173892711 0.01038357226404211 -0.016574662137840576 0.024884731688942268 0.011327282815123808 -0.001745865291867344 -0.0056817128348673083 0.025474828460423361 0.00051887139932106901 0.037874329307529493 -0.0069724633181754538 0.0037529961152485032 0.0093869514817513273 0.012236434132728324 0.0072581551163293885 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-0.00708959 -0.00936705 -0.0001089 -0.000983414 0.000393582 -0.000402862 -0.0206998 -0.0100996 internal_weight=7505.28 7493.94 211.36 25.5275 19.2338 185.832 42.7394 36.8617 143.093 65.3897 77.7031 7282.58 2651.91 25.565 18.2945 2626.34 2597.5 4630.67 58.7393 28.8448 4571.93 1668.35 2903.58 39.388 19.3514 11.3425 internal_count=27017 26972 736 89 64 647 145 124 502 225 277 26236 9545 86 62 9459 9347 16691 207 112 16484 6079 10405 138 69 45 is_linear=0 shrinkage=0.03 Tree=266 num_leaves=31 num_cat=0 split_feature=2 7 9 8 5 6 8 10 9 11 9 13 2 13 4 8 10 12 9 3 10 2 4 8 6 3 10 8 10 4 split_gain=5.65555 5.59162 5.02305 5.04344 5.54111 5.38384 4.67067 4.54686 4.25343 3.8509 3.55328 3.86653 3.47033 3.41108 3.25554 4.1306 3.4783 3.25269 2.83414 2.76546 2.74598 2.61754 2.59476 3.45056 2.85866 2.82109 2.46059 2.23942 3.94336 5.84909 threshold=2.3000000000000003 1.7000000000000004 4.3000000000000016 5.5000000000000009 2.4450000000000007 0.70000000000000007 3.5000000000000004 -2.1666666666666656 6.9000000000000012 -0.83333333333333315 3.1000000000000005 3.9000000000000008 1.3 1.5000000000000002 1.3450000000000006 4.5000000000000009 0.50000000000000022 3.5000000000000004 3.9000000000000004 1.3 -2.8333333333333326 1.5000000000000002 0.9650000000000003 4.3000000000000016 1.9000000000000001 1.3 1.1666666666666672 3.9000000000000004 1.0000000180025095e-35 1.7850000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 9 8 17 -7 -5 -4 11 -8 -12 -6 -2 16 -16 19 -18 -1 -17 -19 23 24 -3 -26 -22 28 29 -24 right_child=14 22 3 5 13 7 10 -9 -10 -11 12 -13 -14 -15 15 20 18 21 -20 -21 26 -23 27 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0040967299483997653 -0.01872004573064141 -0.0040847127972895225 0.0038810761103158817 -0.0032058401483237233 -0.0071386811863272956 -0.017691126497610534 -0.0053263122879597747 0.00046478887179015775 -0.015471537763432582 0.00099912138982461329 0.000518986729440545 0.018493900337457264 -0.0030675905156880333 0.0097275578266717479 -0.0022868303491073391 0.01794679795079053 -0.0073758825453355478 0.024822156665311918 0.011860936973816639 -0.0021867689463981126 -0.006105104233579301 0.0047805449506101482 -0.0029127281352789914 0.0090720116289342619 0.011456284221179265 -0.0046738653015350393 -0.00031585760681053867 -0.0023730984412673036 0.0038948737074581585 0.028330348496904995 leaf_weight=159.66395632922649 11.89453764259815 74.254637002944946 506.54210843890905 125.81384363025427 11.976785153150557 12.561841249465941 256.66148959100246 1056.1332782059908 31.89522410929203 2368.0727519467473 636.37316244840622 6.2831339538097373 392.59159160405397 109.08487869799137 65.060679607093334 4.8887333869934073 8.3916475027799589 10.04565015435219 38.591948226094246 104.16490703821182 270.35421403497458 14.093125402927397 235.55115896463394 47.281629964709282 27.231233030557632 15.208602428436278 87.447386361658573 1203.3394004255533 158.47984580695629 5.5192732214927664 leaf_count=513 44 237 1496 495 35 41 937 3384 110 7090 2026 20 1488 322 260 27 38 28 138 309 1376 43 787 147 82 44 435 4509 534 22 internal_value=-8.3186e-05 0.000118371 0.000568348 0.00110831 0.00177174 -0.000512198 -0.000874661 0.000251377 -0.00568647 0.00150696 -0.00164478 -0.00475712 -0.000849437 0.00805896 -0.00321812 -0.00282972 0.002205 0.0025803 0.00842509 0.00161588 -0.00438508 0.0131211 -0.00135924 0.00223518 -0.000534927 0.00567594 -0.0046902 -0.00172695 0.00021906 -0.00219742 internal_weight=8055.45 7568.82 5801.96 4222.08 2995.68 1226.4 1579.88 1068.7 157.709 2874.61 1291.91 262.945 1028.96 121.062 486.629 474.735 112.044 287.968 46.9836 263.829 362.69 24.1388 1766.87 163.976 116.694 42.4398 357.802 1602.89 399.55 241.07 internal_count=27017 24699 18337 12973 8943 4030 5364 3425 605 8586 4471 957 3514 357 2318 2274 436 893 176 822 1838 71 6362 510 363 126 1811 5852 1343 809 is_linear=0 shrinkage=0.03 Tree=267 num_leaves=31 num_cat=0 split_feature=6 0 5 12 4 2 5 3 7 6 4 10 10 4 9 13 4 2 5 11 0 9 5 7 7 5 5 9 11 4 split_gain=5.25496 5.38105 5.16173 4.34771 6.32252 5.05898 4.47454 4.34227 3.65916 4.22681 5.10385 5.05501 3.61466 3.5394 3.52317 3.45526 3.30638 3.30142 3.18575 3.06318 2.99289 2.94372 2.76774 2.72561 2.50327 2.46006 3.86889 2.67656 2.4579 2.40196 threshold=0.90000000000000013 525.00000000000011 1.9250000000000003 1.5000000000000002 0.93000000000000027 0.90000000000000013 1.4450000000000007 1.0000000180025095e-35 2.7000000000000006 2.3000000000000003 1.8850000000000005 -0.49999999999999994 2.1666666666666674 2.3250000000000006 2.7000000000000006 2.9000000000000008 1.9900000000000002 1.3 1.9750000000000003 1.1666666666666672 475.00000000000006 4.5000000000000009 1.2550000000000006 0.3000000000000001 1.1000000000000003 2.1350000000000011 1.9900000000000007 7.5000000000000009 -0.33333333333333309 2.0350000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 7 -3 -5 6 -6 21 9 11 -11 -9 13 15 20 17 23 -4 -17 29 -10 -2 -16 -1 -15 26 -25 -27 -7 -18 right_child=2 3 12 4 5 28 -8 8 14 10 -12 -13 -14 24 22 18 19 -19 -20 -21 -22 -23 -24 25 -26 27 -28 -29 -30 -31 leaf_value=-0.012451110398200745 0.0016529807229909098 0.013479870874486138 -0.0067893611847693117 -0.014876078013528341 0.0042800123446752273 0.0065164750424547991 -0.0094855912034664813 0.0013134274949463745 -0.023655441506375594 -0.0033218589014266868 0.010816591473314104 -0.00066728508867032541 -0.020020849853146016 -0.0017138982015971087 0.010020276574939469 -0.0069161474387788554 0.011729377343242519 -0.0019249801635917226 0.0011056897080011839 0.014956694203057862 0.0026694419431170027 0.027294467678095995 0.0020156296443042039 -0.00033568116891339954 0.015687653726269787 -0.0024282545156140262 0.0088554423054058862 -0.017565465936137399 0.0026316497020681061 0.00083216475334308348 leaf_weight=16.800738900899887 7.5474666655063656 35.759450256824493 250.36233475804329 17.836483389139175 37.26602640748024 242.83053539693356 49.455296024680138 1651.0257532000542 7.2415387928485861 566.28637561202049 23.951235741376877 3896.2716277837753 10.662016734480856 13.775769948959352 67.340065509080887 54.094709694385529 21.615528404712677 251.92487674951553 252.68248020112514 20.611555129289627 8.390395522117613 8.6449922919273359 91.973209708929062 1056.4492914825678 16.176798641681671 37.894341051578522 42.891972005367279 14.54948069155216 369.78406910598278 115.35756897926331 leaf_count=54 21 98 974 52 103 758 148 4666 20 1654 68 11053 34 38 187 167 63 858 852 61 23 24 253 2926 47 132 130 52 1139 362 internal_value=-8.29296e-05 0.00124518 -0.000467597 0.00327071 0.00276167 0.00321151 -0.00357021 -0.000172831 -0.000212631 -0.000334576 -0.00274814 -7.77714e-05 -0.00266311 -0.00244253 0.00406554 -0.00281744 9.51897e-05 -0.0043496 -0.000308819 0.00417435 -0.00952564 0.0153427 0.00539911 -0.000454888 0.00768434 -0.000279903 2.29203e-05 -0.00662777 0.00417153 0.00255184 internal_weight=9257.45 2079.1 7178.35 752.932 717.172 699.336 86.7213 6328.67 6312.48 6137.53 590.238 5547.3 849.679 839.017 174.945 809.064 1326.17 502.287 306.777 157.585 15.6319 16.1925 159.313 1168.59 29.9526 1151.79 1099.34 52.4438 612.615 136.973 internal_count=27017 6078 20939 2298 2200 2148 251 17969 17924 17441 1722 15719 2970 2936 483 2851 3780 1832 1019 486 43 45 440 3294 85 3240 3056 184 1897 425 is_linear=0 shrinkage=0.03 Tree=268 num_leaves=14 num_cat=0 split_feature=8 8 7 3 11 8 4 4 4 9 5 9 7 split_gain=1.33922 1.91951 1.76032 2.61974 1.69123 1.54722 3.25135 2.85605 2.07899 1.66812 1.6684 0.536089 0.464915 threshold=1.1000000000000003 1.7000000000000004 1.7000000000000004 1.1000000000000003 -3.1666666666666661 2.5000000000000004 1.0650000000000006 1.3250000000000008 0.92500000000000027 10.500000000000002 3.0650000000000008 1.5000000000000002 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 -2 12 6 8 -8 -6 10 -7 -1 -3 right_child=1 4 -4 -5 5 9 7 -9 -10 -11 -12 -13 -14 leaf_value=-0.0030841001624340126 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shrinkage=0.03 Tree=269 num_leaves=31 num_cat=0 split_feature=3 0 7 3 6 8 5 11 11 9 9 9 10 0 10 2 11 5 4 12 10 7 2 2 10 5 8 11 9 2 split_gain=5.44942 6.10487 4.81194 6.60401 4.82233 4.40991 4.38725 4.80259 3.75681 3.39097 3.12685 3.07938 3.23473 2.99524 3.63839 2.91737 2.68467 2.68409 2.63445 2.39073 2.9772 3.10746 2.02284 4.16885 2.0965 4.67483 2.10866 1.99332 1.46439 1.43746 threshold=2.7000000000000006 725.00000000000011 0.90000000000000013 1.1000000000000003 0.90000000000000013 6.7000000000000002 0.93000000000000027 1.1666666666666672 -2.8333333333333326 5.3000000000000016 9.3000000000000025 2.9000000000000004 -0.33333333333333309 350.00000000000006 1.0000000180025095e-35 1.1000000000000003 -1.8333333333333328 1.7650000000000006 1.1450000000000007 5.700000000000002 1.1666666666666672 1.5000000000000002 3.7000000000000006 2.9000000000000004 1.5000000000000004 1.7250000000000003 8.1000000000000014 0.33333333333333326 5.1000000000000005 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 16 11 10 -5 -8 -6 -7 19 18 -13 -11 -15 -10 -1 -18 -4 20 21 -2 23 24 26 -26 -3 -22 -24 -21 right_child=5 22 4 6 8 9 7 -9 15 13 -12 12 -14 14 -16 -17 17 -19 -20 29 27 -23 28 -25 25 -27 -28 -29 -30 -31 leaf_value=0.015144028676064014 0.0044130852876728801 -0.0056570012382777752 0.0030523367686092562 0.022899398127112836 0.01683029959476768 -0.01846633518564967 0.0029879563196007668 -0.0022586178285810728 0.00064888667944286405 -0.013725631335341262 -0.013685105064159738 -0.00012559345300356013 -0.0036329126592370363 0.017645052665329685 -0.0054519904126560069 -0.00087634309634943323 -0.001269238691840798 -0.009668997656368401 -0.014387866461626283 0.019206458211923193 0.020499285917484136 -0.004594965072614584 -0.0022252191233234258 -0.016611767306392237 0.015078386930940036 -0.015732563868162686 0.0044009152504236983 0.0062400857175277848 0.027578648206655575 0.00441114261340833 leaf_weight=8.4876192808151227 249.47359743714333 198.21673276275396 10.210683122277258 9.3192702978849393 11.732117891311644 12.789590671658514 1103.1197653859854 183.08571739494801 2107.535701841116 10.661403506994246 8.3659701049327833 426.74107561260462 531.32686546444893 11.48789717257023 13.18095715343952 2430.0262648537755 482.22319331765175 36.854412332177162 32.952560916543007 16.002989709377292 15.354999035596846 39.990540996193886 2.9756733030080786 25.473731242120266 14.007635660469534 6.4832764863967887 20.721189424395561 20.741929858922958 2.9592945724725723 9.3707593828439695 leaf_count=27 708 1086 39 31 34 43 3247 536 6470 31 25 1599 2054 33 39 8358 1611 107 162 48 44 114 22 194 82 29 138 59 19 28 internal_value=-8.20176e-05 -0.000262193 -9.97132e-05 0.00123751 -0.000538929 0.00329863 0.00238973 0.00224113 -0.000124092 -0.00523005 0.00444084 -0.00242383 -0.00207069 -0.000438502 0.00530394 -0.000167928 -0.00159196 -0.00186562 -0.0102622 0.00487295 0.00418168 0.00316859 -0.00468575 -0.00507383 -0.00384626 0.00532987 -0.00470508 0.0123057 0.0126356 0.0137424 internal_weight=8051.87 7644.45 7373.62 1823.09 5550.53 407.421 1295.52 1286.21 4549.29 48.1198 359.301 1001.23 958.068 35.3303 24.6689 4537.56 527.565 519.078 43.1632 350.935 325.561 289.464 270.838 264.903 239.429 20.4909 218.938 36.0969 5.93497 25.3737 internal_count=27017 25845 24275 5559 18716 1172 3814 3783 14862 146 1026 3854 3653 103 72 14828 1745 1718 201 1001 925 822 1570 1529 1335 111 1224 103 41 76 is_linear=0 shrinkage=0.03 Tree=270 num_leaves=31 num_cat=0 split_feature=9 6 2 5 3 0 5 5 13 8 4 8 5 4 11 10 4 4 5 13 9 0 10 10 4 8 7 13 13 9 split_gain=5.14624 6.15673 4.9005 5.79986 4.68719 4.54061 6.41917 6.01158 4.1688 3.88867 3.25322 3.26209 3.28406 3.33556 4.83882 3.24105 3.51882 3.18703 3.98383 2.94283 2.89583 2.89522 5.77248 3.65228 2.8689 2.82555 2.69751 5.49202 2.36543 2.34539 threshold=6.3000000000000016 2.1000000000000005 1.5000000000000002 0.7150000000000003 2.5000000000000004 200.00000000000003 1.3650000000000007 1.6400000000000006 3.7000000000000006 1.9000000000000001 0.99000000000000055 5.9000000000000012 1.5650000000000006 0.9650000000000003 -0.83333333333333315 -1.4999999999999996 1.5950000000000004 1.0250000000000006 1.3650000000000007 6.1000000000000005 6.7000000000000002 725.00000000000011 -1.4999999999999996 -2.1666666666666656 0.71500000000000019 4.9000000000000012 1.5000000000000002 4.5000000000000009 3.3000000000000007 4.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 9 7 -7 -5 -6 24 11 12 28 14 -14 16 26 18 -12 29 -20 23 -23 -19 -1 -11 -3 -28 -2 -17 right_child=10 15 3 5 8 6 -8 -9 -10 25 17 -13 13 -15 -16 19 -18 21 20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0033972008465176238 -0.019513268494917742 -0.022438268724151406 0.015608065563699166 -0.002891532699417125 -0.0061777778028955684 0.0040580155364359008 0.00059411913989993988 0.0062039152866715129 0.020112881161097215 -0.00048939932771873383 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13.473993688821791 551.80565905570984 leaf_count=25 82 55 79 998 530 2581 3208 224 16 6426 16 21 36 60 174 913 32 54 21 22 60 48 278 4183 58 5084 24 28 40 1641 internal_value=-8.1951e-05 0.000244113 0.000561627 0.00163793 -4.9833e-05 0.00148404 0.00210495 -0.00125661 -0.00520841 0.000141515 -0.00161703 -0.00635216 -0.00758348 -0.00378192 -0.0003871 -0.00204243 -0.00965515 -0.00123561 0.00848673 -0.00163069 0.0031837 -0.00143226 0.00327926 -0.00180834 -0.0107706 0.000219346 -0.0141744 -0.00612736 -0.0144184 -0.00179544 internal_weight=9253.33 7632.19 6701.6 2427.92 4273.68 2401.46 1957.89 443.571 152.855 4120.82 1621.14 120.85 113.751 73.0957 57.0785 930.595 47.7499 1500.29 29.7434 882.846 24.1171 1470.55 108.705 1361.84 29.1835 4091.64 36.5078 18.4967 40.6554 874.929 internal_count=27017 21944 19229 7090 12139 7011 5789 1222 546 11593 5073 413 392 270 210 2715 139 4660 97 2576 81 4563 326 4237 83 11510 107 52 122 2554 is_linear=0 shrinkage=0.03 Tree=271 num_leaves=23 num_cat=0 split_feature=6 4 10 5 8 11 2 9 13 12 9 5 2 2 9 7 11 9 9 6 5 4 split_gain=1.3286 1.51272 1.33953 2.68169 5.16702 3.9437 4.88111 2.80545 4.33168 3.79775 3.12588 3.03892 2.42972 2.19678 1.5595 1.3873 5.5432 1.36655 1.22967 1.13493 0.239635 0.22846 threshold=1.0000000180025095e-35 1.7000000000000004 1.5000000000000004 2.1550000000000011 4.3000000000000016 -0.66666666666666619 2.1000000000000005 4.5000000000000009 3.9000000000000008 3.9000000000000008 3.3000000000000003 1.7250000000000003 2.3000000000000003 3.7000000000000006 10.500000000000002 1.0000000180025095e-35 -0.83333333333333315 5.3000000000000016 3.5000000000000004 0.70000000000000007 1.4450000000000007 2.0350000000000006 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 13 7 -5 -6 -7 8 10 11 -4 -9 -11 14 15 16 -2 -17 -10 -15 -21 -3 right_child=2 21 3 4 5 6 -8 9 18 12 -12 -13 -14 19 -16 17 -18 -19 -20 20 -22 -23 leaf_value=-0.00039362405396811792 0.017181737621471068 -0.023501196334134694 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internal_value=0.000188566 -0.00839351 0.000207131 0.00199529 0.0109576 0.0174379 0.00934533 0.00124508 0.00479672 -0.000901163 0.00683834 0.00142501 -0.0080178 0.000117104 0.000139962 0.000125049 -0.00732578 0.000148623 -0.0105079 -0.0120139 -0.0192216 -0.0188987 internal_weight=7505 16.2 7488.8 358.962 27.7266 22.1745 15.736 331.236 124.768 206.468 110.083 155.606 50.8618 7129.84 7116.43 7108.41 22.4198 7085.99 14.6849 13.4098 7.97235 7.00338 internal_count=27017 76 26941 1332 101 79 57 1231 463 768 409 558 210 25609 25521 25493 88 25405 54 88 53 42 is_linear=0 shrinkage=0.03 Tree=272 num_leaves=31 num_cat=0 split_feature=9 2 4 11 11 0 7 4 3 9 5 4 9 10 8 0 13 4 10 0 5 6 8 8 10 4 9 3 3 4 split_gain=5.34998 6.26598 4.92922 5.80651 5.18538 4.89657 4.42205 4.53341 4.3512 4.4857 6.22636 4.39569 4.70237 4.81716 4.32266 4.42036 4.03709 4.02531 3.50632 3.47919 4.07015 4.02258 3.38853 3.36618 3.27286 3.08761 2.96934 2.9059 2.87346 3.557 threshold=6.3000000000000016 1.1000000000000003 0.98000000000000043 -0.83333333333333315 -0.33333333333333331 875.00000000000011 0.90000000000000013 2.2550000000000012 0.90000000000000013 5.3000000000000016 1.7250000000000003 1.6400000000000006 4.7000000000000002 -0.33333333333333331 2.5000000000000004 475.00000000000006 3.1000000000000005 1.0350000000000008 0.50000000000000022 525.00000000000011 1.4150000000000007 0.70000000000000007 4.5000000000000009 6.1000000000000005 -0.49999999999999994 1.3650000000000009 6.7000000000000002 1.0000000180025095e-35 1.9000000000000001 1.0950000000000009 decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 6 16 27 11 -10 18 19 23 -14 -6 -16 22 26 -11 20 -1 -21 -3 -13 -12 -18 -4 -8 29 -19 right_child=2 5 17 4 14 -7 7 -9 9 10 24 12 13 -15 15 -17 25 28 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00067414436768310087 0.020433896546358691 0.0028397580939302299 0.002818387125104474 -0.0072265179437652691 -0.011065873616371407 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497.53628548979759 10.396514162421225 173.01324516534805 19.044649034738541 33.849390655755997 2561.2632351443172 543.17913822829723 877.21670514345169 leaf_count=1256 66 943 49 78 28 692 31 534 4518 939 206 52 33 34 112 107 41 139 198 50 253 597 1690 43 482 58 97 9294 1567 2830 internal_value=-8.16161e-05 -0.000475723 0.0014364 0.00684175 0.00407779 -0.0013025 -0.00110971 -0.00170939 0.000591799 0.00127767 0.00340142 -0.00145562 0.00784939 -0.00369747 0.00764915 0.0100156 0.000789388 0.000941642 0.000988954 -0.00206319 -0.000643259 -0.00542028 0.000364298 0.0163947 0.00710845 0.0109809 -0.00734201 -0.0014803 0.00122942 0.000212851 internal_weight=8048.29 6389.46 1658.82 139.103 115.597 3600.74 3494.61 2655.94 2788.72 2088.94 626.599 699.777 42.8911 18.2418 87.8441 77.9835 838.671 1519.72 379.577 656.886 461.632 195.253 805.091 24.6492 247.021 33.5806 51.0231 2568.2 1468.7 925.519 internal_count=27017 21944 5073 391 325 13283 12591 9859 8661 6343 1825 2318 162 67 247 219 2732 4682 1137 2156 1509 647 2633 95 688 99 146 9325 4536 2969 is_linear=0 shrinkage=0.03 Tree=273 num_leaves=31 num_cat=0 split_feature=6 7 9 2 3 9 4 2 4 8 11 0 9 4 5 5 3 4 10 5 9 4 12 13 7 5 13 0 12 4 split_gain=4.93892 5.10986 7.67027 5.69569 5.33671 6.50655 6.14295 5.10727 5.03085 4.9506 4.3383 4.43876 3.93821 3.85857 3.85533 3.8427 4.38782 3.80752 3.79102 5.94112 5.9981 4.04783 3.92888 3.68679 3.61884 3.49144 3.22391 2.84968 3.45853 5.15349 threshold=1.7000000000000004 1.7000000000000004 5.7000000000000002 3.5000000000000004 1.5000000000000002 5.5000000000000009 1.3150000000000006 2.1000000000000005 1.2350000000000005 4.7000000000000002 1.1666666666666672 875.00000000000011 3.5000000000000004 2.5350000000000006 1.5050000000000006 2.1850000000000009 2.3000000000000003 1.3150000000000006 -0.66666666666666663 1.1450000000000007 3.9000000000000004 0.78500000000000036 2.5000000000000004 3.1000000000000005 2.5000000000000004 1.1250000000000007 6.1000000000000005 875.00000000000011 3.9000000000000008 1.9250000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 5 7 -7 -1 14 18 12 -12 -6 26 -4 16 24 -10 21 25 -21 -3 -23 -17 -11 -20 27 28 -2 -30 right_child=13 9 3 -5 10 6 -8 -9 17 15 11 -13 -14 -15 -16 23 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00049522707326005741 -0.0011441407056447389 0.024280462160895137 -0.0094446389917080646 0.017305931181309613 -0.0067958849474404857 -0.00073910250618651658 0.011571385124343666 0.0049668103794992839 0.0038332012717502955 0.0023137726020361444 0.0017884223866296521 0.022414594869403993 -0.001156458454917432 0.017895265968796977 -0.0029399218161614759 -0.023207414502048419 0.014642577627118413 -0.0016815796326300854 0.0026083549803940878 -0.0099628994376637567 -0.0012562327020521316 -0.0010641425710838492 0.0071976061210799339 0.0018635471847116922 0.0077156898381482725 0.020525121709459609 0.016615335320790084 0.0095757571210016365 -0.003022493968149271 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0.88500000000000023 0.91000000000000036 -0.83333333333333315 1.5000000000000002 475.00000000000006 3.9000000000000008 1.1000000000000003 1.4750000000000008 1.3450000000000006 3.3000000000000003 1.3 0.90000000000000013 3.9000000000000004 2.7950000000000004 5.5000000000000009 2.5450000000000008 5.7000000000000002 0.50000000000000022 7.1000000000000005 1.0000000180025095e-35 -0.83333333333333315 0.50000000000000011 1.1000000000000003 1.4150000000000007 2.3000000000000007 decision_type=2 2 2 2 2 2 2 2 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 11 7 8 -7 10 -6 -9 -5 12 14 -14 -3 -13 17 19 21 23 26 -19 -22 24 -2 -17 -21 -25 -18 right_child=16 3 -4 4 5 6 -8 9 -10 -11 -12 15 13 -15 -16 25 28 18 -20 20 22 -23 -24 27 -26 -27 -28 -29 -30 leaf_value=0.034181813897863497 0.016719184745227478 0.0020767725812609328 0.0047200468376341117 0.0090607751758799149 0.0015271380676351912 -0.002379260767798666 0.002144704405740779 -0.013010594267307999 0.019708435651614207 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3692.3296330720186 5.0121780261397362 leaf_count=23 20 142 36 62 48 532 3115 138 57 24 284 23 32 34 110 36 29 24 38 31 35 21 43 8643 71 32 73 13231 30 internal_value=0.000187223 0.00103449 0.016393 0.00083649 0.00125943 0.00176288 0.00148645 -0.00263834 0.0113393 -0.00958058 5.20103e-05 -0.00333067 -0.00131766 0.0112247 -0.00467216 -0.0102665 4.44418e-06 2.42714e-05 0.0109117 -1.01477e-05 -0.00816465 0.0230479 0.00124739 3.36762e-05 -0.00893758 -0.00519306 -0.0164138 6.75847e-05 -0.0134811 internal_weight=7504.73 1331.69 16.9494 1314.74 1193.6 1057.07 1027.41 136.536 29.6576 38.1341 98.4023 121.142 93.8915 19.8126 74.0789 27.2503 6173.03 6163.97 19.4252 6144.55 32.8455 10.3884 15.3414 6111.7 23.0133 20.0472 17.5041 6088.69 9.06259 internal_count=27017 4728 59 4669 4260 3752 3647 508 105 162 346 409 318 66 252 91 22289 22230 83 22147 182 45 78 21965 91 68 104 21874 59 is_linear=0 shrinkage=0.03 Tree=275 num_leaves=31 num_cat=0 split_feature=2 7 12 9 8 8 6 5 12 9 4 8 10 13 9 5 4 8 6 8 4 8 0 0 8 8 10 4 11 3 split_gain=5.13044 5.08218 4.62878 4.23176 4.62749 4.36632 4.97855 3.80318 3.56803 3.29629 3.17892 3.91507 3.29998 2.85742 2.68331 2.6734 2.4047 3.31882 2.75571 2.71412 2.27253 4.001 2.92799 2.11925 2.98142 2.10281 3.81722 5.58287 3.64845 2.62401 threshold=2.3000000000000003 1.7000000000000004 5.1000000000000005 4.3000000000000016 3.5000000000000004 5.5000000000000009 0.70000000000000007 2.4450000000000007 3.5000000000000004 3.1000000000000005 1.3450000000000006 4.5000000000000009 0.50000000000000022 1.7000000000000004 3.9000000000000004 1.2950000000000006 0.9650000000000003 4.3000000000000016 1.9000000000000001 3.9000000000000004 2.1550000000000011 5.1000000000000005 200.00000000000003 350.00000000000006 3.9000000000000004 3.9000000000000004 1.0000000180025095e-35 1.7850000000000004 -1.0000000180025095e-35 0.3000000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 7 -7 -5 -1 -6 -2 12 23 -4 -14 -13 17 18 -3 -20 21 -17 -22 24 -12 26 27 -18 -28 -27 right_child=10 16 13 5 9 6 -8 -9 -10 -11 11 15 14 -15 -16 20 25 -19 19 -21 22 -23 -24 -25 -26 29 28 -29 -30 -31 leaf_value=0.001574021894555878 -0.018482191071583411 -0.0040524441108679603 -0.0014463385723985575 0.0013754547861683649 -0.0046352779673609268 -0.0055976720603725105 0.00017790474123226301 0.0071838610820807993 0.013708501883310454 -0.00086412371400726364 -0.0062594958901870737 -0.0091766976647372316 -0.0071909617853377281 0.014801035165641447 0.011580749202701234 -0.0081992606268954157 -0.0028542723859668736 0.0088491342849720232 0.002049756993353251 0.022048031998678493 0.012217336503785535 0.0021725244421545668 -0.0073874745719127322 -0.0052229083065190567 0.020084021080548946 -0.011609368850794496 0.0091892385312190693 0.027477725330531187 -2.9821975435446585e-05 -0.0020716449479335477 leaf_weight=263.97798979282379 11.762193813920019 74.171797692775726 13.87769855558872 2863.2276250943542 261.9262503683567 153.93929850310087 1054.1762445569038 105.18237897753716 23.772659808397293 1024.6558649614453 7.4048219323158255 76.887271352112293 8.327471621334551 32.690835580229759 38.716771252453327 46.025260753929615 235.15902964770794 47.433977425098419 35.126987516880035 7.3933674395084372 7.3251744210720053 122.74448094516993 107.10521162301302 49.296850077807903 8.0916485637426359 26.548280999064445 66.643954187631607 5.5911725759506217 91.925919741392136 1173.3131231814623 leaf_count=822 44 237 40 8554 957 596 3385 309 70 3506 26 533 38 98 138 177 787 147 104 22 35 501 592 204 30 114 224 22 310 4395 internal_value=-8.14865e-05 0.000110138 0.000539092 0.000462811 -0.000862674 0.00096245 -0.000558025 0.00158127 0.00257652 -0.00163187 -0.00307686 -0.0026929 0.00221014 0.00995922 0.0082579 -0.0042157 -0.00130018 0.002158 -0.000561872 0.00552702 -0.00286882 -0.000655969 -0.00613249 -0.00218094 0.00749605 -0.0016551 0.000230618 -0.00214984 0.00384478 -0.00228268 internal_weight=8044.42 7560.73 5797.43 5750.86 1574.33 4176.53 1208.12 2968.41 287.751 1286.58 483.687 471.925 111.838 46.5685 47.0442 360.087 1763.31 164.126 116.692 42.5204 283.2 168.77 114.43 64.7933 15.4965 1599.18 399.32 240.75 158.57 1199.86 internal_count=27017 24699 18337 18199 5355 12844 3981 8863 892 4463 2318 2274 436 138 176 1838 6362 510 363 126 1305 678 627 260 56 5852 1343 809 534 4509 is_linear=0 shrinkage=0.03 Tree=276 num_leaves=31 num_cat=0 split_feature=6 0 3 7 5 10 2 13 11 12 12 4 2 4 8 8 4 8 5 6 4 10 9 4 13 0 3 9 9 5 split_gain=4.70692 4.96381 4.62055 4.65868 4.83842 4.91446 4.58514 4.53869 8.4181 4.37404 4.15381 6.0205 4.73784 4.44982 4.11367 4.10926 4.80427 3.88618 3.29265 3.26649 5.78639 3.51566 3.22716 3.37566 4.22718 4.31407 3.82694 3.14841 2.91223 4.58115 threshold=0.90000000000000013 525.00000000000011 1.5000000000000002 2.7000000000000006 0.74500000000000033 -0.49999999999999994 3.1000000000000005 1.7000000000000004 1.1666666666666672 3.3000000000000007 1.5000000000000002 0.93000000000000027 0.90000000000000013 1.0150000000000006 6.9000000000000012 3.3000000000000003 1.5050000000000006 7.7000000000000002 2.7050000000000005 1.3 1.0750000000000008 -0.33333333333333331 9.1000000000000014 1.6600000000000006 0.90000000000000013 350.00000000000006 2.7000000000000006 8.9000000000000021 3.3000000000000003 1.4050000000000009 decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 -6 8 15 -7 -3 -12 13 -13 19 -4 -17 18 27 21 -21 -5 23 24 25 -1 -26 -9 -25 -30 right_child=2 10 7 14 5 9 -8 17 -10 -11 11 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 28 26 -27 -28 -29 29 -31 leaf_value=-0.0029104519258294024 0.0077301656807320235 0.013110806919319181 0.0084239601310090884 0.0091209600516475569 0.001206779611195309 -0.0011272272797076845 0.022325598443554574 -0.0011555844763519972 0.0085501214452753885 0.0033433972974808638 -0.014620825773335906 0.01500238298489864 0.0039981601002117397 -0.0060025819991317737 -0.015231916771237333 -0.019759869461878628 -0.0062513155671146117 0.0050477457449962819 -0.010515136192402101 -0.0054262767335511103 0.013297115852545397 -0.010219583293964444 -0.020092010299385673 -0.00536595542303044 -0.00020910506386739294 -0.030079971585066406 -0.012310788488974956 -0.011540580838530002 0.0075210485143272143 0.00073668567704912721 leaf_weight=12.985019326210024 70.796439632773399 35.718031525611877 9.2080967128276807 15.940501511096953 1316.9597744941711 2910.5727897882462 9.3178901970386487 2234.0125298500061 25.382627904415131 211.2613040804863 17.760007247328758 10.303627341985701 610.66451747715473 76.243946447968483 8.0667202174663526 44.481183901429176 50.704787507653236 86.78041984140873 35.27039198577404 18.39993354678154 77.112794756889343 18.022637277841568 7.1043714880943289 39.848246023058891 840.6477867513895 8.8408903479576093 24.195002794265747 26.586353048682213 138.95173271000385 252.09322264790535 leaf_count=40 196 98 34 44 3691 8145 33 6899 89 633 52 29 1897 222 24 165 160 256 158 50 212 50 22 120 2340 29 90 100 422 717 internal_value=-8.05625e-05 0.00117759 -0.000444792 0.000114658 -5.08908e-05 -0.000174735 0.00135515 -0.00148166 -0.00694517 -0.00082469 0.00312656 0.00262778 0.00306715 -0.00350191 0.00555371 -0.0107127 -0.012564 -0.00118408 -0.00141963 0.00684872 0.00969017 -0.00114215 7.31066e-05 0.000181838 -0.00087673 -0.0139158 -0.000547664 -0.00127772 0.0023601 0.0031474 internal_weight=9244.23 2075.36 7168.88 4656.45 4518.91 4448.11 1326.28 2512.43 129.777 3121.83 750.69 714.972 697.212 86.5476 137.543 104.394 95.186 2382.65 2295.87 129.476 95.5127 33.9631 1324.67 1317.56 886.669 21.8259 864.843 2260.6 430.893 391.045 internal_count=27017 6078 20939 13078 12698 12502 3724 7861 448 8778 2298 2200 2148 251 380 359 325 7413 7157 356 262 94 3780 3758 2499 69 2430 6999 1259 1139 is_linear=0 shrinkage=0.03 Tree=277 num_leaves=23 num_cat=0 split_feature=6 4 10 5 8 11 2 9 13 12 4 3 2 2 9 8 2 10 4 6 5 5 split_gain=1.28697 1.47377 1.29583 2.55636 4.90068 3.63675 4.66813 2.6678 4.16558 3.63372 2.98741 2.95351 2.3937 2.09219 1.5097 1.31256 4.15808 2.07902 1.21056 1.12183 0.241132 0.230185 threshold=1.0000000180025095e-35 1.7000000000000004 1.5000000000000004 2.1550000000000011 4.3000000000000016 -0.66666666666666619 2.1000000000000005 4.5000000000000009 3.9000000000000008 3.9000000000000008 1.0350000000000008 1.9000000000000001 2.1000000000000005 3.7000000000000006 10.500000000000002 3.9000000000000004 1.0000000180025095e-35 0.83333333333333337 1.5250000000000006 0.70000000000000007 1.4450000000000007 1.5550000000000008 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 13 7 -5 -6 -7 8 10 11 -4 -9 -11 14 15 16 -2 -17 -10 -15 -21 -3 right_child=2 21 3 4 5 6 -8 9 18 12 -12 -13 -14 19 -16 17 -18 -19 -20 20 -22 -23 leaf_value=-0.00042806287872377159 -0.022639753714598698 -0.012353098570497559 0.028987159315605849 -0.014702001224242842 0.035718442171035841 0.020435118600369798 -0.014405155447309966 0.00018325706000742181 -0.0011110204552050404 -0.020605578464391944 0.0055860665219200868 0.015419291081922895 -0.0045135143004801899 -0.0012968315418822669 0.01312511544313902 0.00011045572941617184 0.00090871033262518365 -0.0016786067398026261 -0.018424164902253296 -0.012146039205726546 -0.023081044006720883 -0.023448466719825988 leaf_weight=9.2034690827131289 6.7739091515541068 2.9106483832001677 5.1499637067317954 5.4901833832263973 6.5542693436145845 10.672777682542796 5.1223232597112647 143.22255047410727 6.7976354360580427 10.500457078218458 105.28651600331068 12.445904314517973 40.051732949912548 5.4034612700343114 8.045991972088812 4630.0631686896086 1802.0446858257055 669.0631645321846 7.8118883669376373 2.8648478463292122 4.9522699862718582 3.9892130866646767 leaf_count=34 24 20 16 22 22 37 20 517 23 39 393 41 171 35 28 16863 6151 2455 31 22 31 22 internal_value=0.000185653 -0.00828624 0.000203871 0.00196225 0.0106935 0.016932 0.00913648 0.00122847 0.0046858 -0.000867947 0.00667733 0.0014014 -0.00785608 0.0001153 0.000137452 0.00012275 0.000820523 -0.00011543 -0.0103686 -0.0118079 -0.0190735 -0.018768 internal_weight=7504.42 16.1033 7488.32 359.106 27.8396 22.3494 15.7951 331.267 125.046 206.221 110.436 155.668 50.5522 7129.21 7115.99 7107.94 1808.82 5299.13 14.6095 13.2206 7.81712 6.89986 internal_count=27017 76 26941 1332 101 79 57 1231 463 768 409 558 210 25609 25521 25493 6175 19318 54 88 53 42 is_linear=0 shrinkage=0.03 Tree=278 num_leaves=31 num_cat=0 split_feature=6 9 3 2 0 5 7 2 0 3 9 3 8 5 9 13 11 2 12 8 8 11 8 4 2 4 4 9 2 4 split_gain=4.95474 4.88092 4.87854 4.56813 4.26512 4.20977 5.3302 3.95095 4.01826 5.83617 4.27985 3.7756 6.13706 4.62427 3.2676 3.77609 3.04707 3.96062 4.73594 3.02077 4.27064 3.1143 2.87198 2.9936 2.61669 2.60777 3.76773 3.72517 2.68882 2.55477 threshold=1.1000000000000003 6.5000000000000009 3.7000000000000006 2.3000000000000003 875.00000000000011 1.0250000000000006 0.50000000000000011 0.90000000000000013 575.00000000000011 0.90000000000000013 3.7000000000000006 0.90000000000000013 7.3000000000000016 0.76500000000000024 9.5000000000000018 3.1000000000000005 1.1666666666666672 2.7000000000000006 4.9000000000000012 5.9000000000000012 5.7000000000000002 -1.1666666666666663 7.3000000000000016 1.6600000000000006 3.3000000000000003 1.8200000000000007 2.3650000000000007 7.5000000000000009 2.5000000000000004 2.0750000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 4 14 11 6 -1 8 -7 -10 -11 13 -13 -2 22 -16 17 18 -9 20 21 -8 23 -3 29 28 27 -27 -5 -18 right_child=1 3 -4 25 -6 7 19 16 9 10 -12 12 -14 -15 15 -17 24 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.019912451743992646 -0.011192486360382493 0.0030003257978583196 0.016282865495144367 -0.027509504385754051 -0.0090414425240726362 0.00038773508521707629 0.011917373600516023 -0.00092726701008289834 -0.0090178582921723385 0.036149520153203475 0.0094443416562222295 0.00078716675421304678 -0.0060689788245329845 -0.0010914041136537837 0.01958629120597909 -0.0049151839381459854 -0.0042955169549870643 -0.0073277000964007176 0.011940945428195709 -0.013041607328362686 0.020591969236431869 -0.0065781028650631658 0.010319157258935764 -0.0018040828363310203 0.014930005077614902 -0.0062640860898374182 -0.01926219422984754 0.016658516148003968 -0.0047871911878780834 -0.015100019766624962 leaf_weight=7.1697892993688574 42.440811514854431 681.2870776206255 16.536335468292236 8.6015202105045336 46.901681713759899 483.21895030140877 8.7818428948521596 1452.8211609348655 14.573174819350241 6.0266865491867057 52.030453488230705 3295.7669153064489 121.84540577977896 1048.4500048607588 20.70769560337067 7.7910057306289664 185.20517311990261 85.839377857744694 26.204500794410706 46.720529094338417 5.9766333401203147 122.31136140227318 40.932387456297874 140.85516411066055 5.8327445015311232 13.725834615528585 7.9357427954673758 11.9232235327363 10.299134284257887 22.040220841765404 leaf_count=29 165 1937 50 25 279 1502 37 5403 51 21 161 10300 460 3620 59 22 635 513 79 258 28 518 129 437 27 54 33 39 31 115 internal_value=-8.06489e-05 0.000423177 1.76599e-05 0.00238704 -4.13835e-05 -0.00118139 -0.00546393 -0.000830978 0.00137663 0.00795586 0.0122165 5.22435e-05 0.00054273 -0.00148438 0.00289337 0.0128881 -0.00152116 -0.00106287 -0.000699276 -0.00645388 -0.00420844 -0.0053391 0.00256334 0.0021772 -0.00488683 -0.00621399 -0.00119746 0.00439172 -0.0151279 -0.00544456 internal_weight=8040.75 5516 4571.94 944.059 4555.4 2524.75 190.96 2333.79 555.849 72.6303 58.0571 4508.5 3417.61 1090.89 891.573 28.4987 1777.94 1564.87 1479.03 183.79 137.07 131.093 863.075 822.142 213.078 52.4855 33.5848 25.6491 18.9007 207.245 internal_count=27017 17640 14874 2766 14824 9377 870 8507 1735 233 182 14545 10760 3785 2584 81 6772 5995 5482 841 583 555 2503 2374 777 182 126 93 56 750 is_linear=0 shrinkage=0.03 Tree=279 num_leaves=31 num_cat=0 split_feature=6 7 9 2 2 5 10 9 4 4 10 4 4 8 11 6 5 3 0 8 13 5 3 4 0 12 4 6 4 5 split_gain=4.59962 4.78175 5.58394 5.5466 5.16944 9.28989 6.95468 4.61631 4.25596 3.74698 3.70099 3.66707 3.56765 3.48047 3.36475 3.29436 3.96248 3.13215 3.79587 3.13164 3.04533 2.90613 2.89837 2.79545 2.69913 3.27454 5.01817 3.30887 2.00018 2.11126 threshold=1.7000000000000004 1.5000000000000002 5.7000000000000002 3.1000000000000005 2.1000000000000005 1.0850000000000006 -1.4999999999999996 5.5000000000000009 1.2350000000000005 0.73500000000000032 -0.33333333333333331 2.5350000000000006 2.265000000000001 3.5000000000000004 0.33333333333333326 0.3000000000000001 1.6900000000000006 0.3000000000000001 525.00000000000011 8.1000000000000014 6.1000000000000005 1.5350000000000008 1.1000000000000003 2.8450000000000011 875.00000000000011 3.9000000000000008 1.9250000000000003 3.1000000000000005 1.9100000000000006 1.4650000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 -6 13 -8 21 10 -3 20 -10 -1 -5 16 22 18 -17 -7 24 -4 -11 -19 25 27 -27 -2 29 -26 right_child=11 9 3 14 5 19 7 -9 12 15 -12 -13 -14 -15 -16 17 -18 23 -20 -21 -22 -23 -24 -25 28 26 -28 -29 -30 -31 leaf_value=0.019414359452196769 -0.0009275931216264911 0.02550359604572212 -0.0092076646868852474 0.019517874763254953 0.016114378124061801 0.0012218946541303029 -0.00078196435492877724 0.0041945427582179388 -0.00077415143149005619 0.012184587812882222 0.0012373331834659444 0.017555415882514299 -0.0084814025273797517 0.0048404826664791697 -0.00035992846316139089 0.003367089784366555 0.025280890091828434 0.0010108219804961696 0.021140603897963479 0.013336142218038399 0.016156377641650368 -0.0031355955229946039 -0.004091387030885827 -0.014471366490299058 -0.0089398398632558104 -0.0028992530258333607 -0.016032882962851071 -0.0083455711735785088 0.023916788188468211 0.013592618431490851 leaf_weight=17.002909243106842 2250.6152610778809 11.462307304143907 107.16418895125389 17.230800196528438 47.551817536354065 318.01210099458694 2188.4063573628664 181.68776071071625 960.94158464670181 20.955450251698494 11.167862713336943 9.3719403147697431 57.275503933429718 111.19965605437756 13.803825974464415 39.649144381284714 10.48534010350704 2338.3482365608215 14.870517268776892 20.43967267870903 9.0182219445705396 209.85693067312241 18.575703293085098 10.543476998805998 6.7674700766801861 134.47715966403484 32.513318225741386 55.452592313289642 6.0593621581792823 8.3729266524314863 leaf_count=48 6576 32 311 54 159 952 6247 535 2923 71 31 31 170 313 42 111 31 6590 45 71 25 739 55 34 21 491 98 166 21 24 internal_value=-8.01047e-05 0.000328996 -0.000281486 -0.00186135 0.000466884 0.00369798 -3.23413e-05 -0.000400473 -0.00215276 0.00137699 0.0135283 -0.00117531 -0.00120769 0.00677335 0.0106765 0.00126491 0.00888531 0.00110632 0.00821491 0.00195349 -0.00124544 -0.00518817 0.0045365 0.000941327 -0.00130835 -0.00139973 -0.00545639 -0.00110597 0.0093506 0.00352104 internal_weight=9239.28 6726.63 4250.57 1366.27 2884.3 386.004 2498.3 2370.09 1335.24 2476.06 22.6302 2512.65 1018.22 128.203 31.0346 2453.43 50.0165 2403.41 54.5197 338.452 2503.28 317.021 39.5312 2348.89 2494.26 2473.06 166.99 2306.07 21.1998 15.1404 internal_count=27017 19564 12564 4239 8325 1182 7143 6782 4143 7000 63 7453 3093 361 96 6937 157 6780 156 1023 7422 1050 126 6624 7397 7331 589 6742 66 45 is_linear=0 shrinkage=0.03 Tree=280 num_leaves=20 num_cat=0 split_feature=11 11 4 10 2 8 7 4 9 9 5 5 6 2 11 5 10 9 9 split_gain=1.28062 1.65527 3.40241 5.45855 3.15267 3.11754 4.65343 3.52568 2.19222 3.34916 1.47823 1.68614 4.4536 6.42066 3.10752 2.45703 3.62506 1.3774 0.362341 threshold=3.1666666666666674 1.8333333333333337 2.015000000000001 0.50000000000000022 2.5000000000000004 3.7000000000000006 1.9000000000000001 1.2850000000000008 2.9000000000000004 3.7000000000000006 3.0650000000000008 2.5050000000000012 0.70000000000000007 1.7000000000000004 1.0000000180025095e-35 2.475000000000001 1.0000000180025095e-35 3.7000000000000006 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 5 4 -4 6 7 -3 -7 -10 11 15 13 -13 -14 17 -17 -1 -2 right_child=18 2 3 -5 -6 8 -8 -9 9 -11 -12 12 14 -15 -16 16 -18 -19 -20 leaf_value=0.0010162923122969216 -0.0042139428060999741 0.0051163524103983345 0.013356787082609302 -0.0048880622176126131 0.040769003782390782 0.016999566100483775 -0.016401954870162272 0.024150830992564945 -0.017116647448586784 -9.1828082681864531e-05 0.012403971258541598 0.038684080806305629 -0.011498560684304346 -0.0084668753256790814 -5.4404909064981125e-05 -0.0012133835905200545 0.027484458915452349 -6.1267410668652806e-05 -0.014996948889816553 leaf_weight=1305.7350232005119 5.294451177120207 22.806572467088699 9.93954841792584 9.5423800349235517 6.08932802081108 6.0177542865276328 5.8336363881826392 14.217698976397513 11.337851345539091 125.65743452310562 8.8110356926918012 5.1097361147403699 45.183145135641098 5.2902348190546036 40.491719767451286 8.6569661945104581 7.3037537336349478 5854.7701633349061 5.9640220031142235 leaf_count=4638 19 78 32 36 21 20 21 46 38 444 38 20 201 22 172 36 29 21080 26 internal_value=0.000184253 0.000199445 0.00281609 0.0130761 0.0237706 0.00140456 0.00850188 0.0124258 -0.000722351 -0.00150082 0.00012346 0.000108582 -0.00383941 0.0146994 -0.00608982 0.000161436 0.011919 0.000135228 -0.00992609 internal_weight=7504.05 7492.79 211.442 25.5713 16.0289 185.871 42.8579 37.0243 143.013 136.995 7281.35 7272.54 96.0748 10.4 85.6749 7176.47 15.9607 7160.51 11.2585 internal_count=27017 26972 736 89 53 647 145 124 502 482 26236 26198 415 42 373 25783 65 25718 45 is_linear=0 shrinkage=0.03 Tree=281 num_leaves=31 num_cat=0 split_feature=6 9 3 2 0 5 7 7 10 13 2 0 3 7 11 2 9 13 12 8 8 11 8 8 4 4 4 9 2 3 split_gain=4.70704 4.65001 4.69158 4.38188 4.11626 4.03279 5.0981 3.74718 4.32912 3.67587 3.51488 3.74772 5.41473 3.50937 3.31519 3.55281 3.13579 3.6427 3.12859 2.9488 4.08119 3.00011 2.86679 2.76488 2.8778 2.51541 3.6634 3.55755 2.60093 2.43537 threshold=1.1000000000000003 6.5000000000000009 3.7000000000000006 2.3000000000000003 875.00000000000011 1.0250000000000006 0.50000000000000011 0.3000000000000001 -0.33333333333333331 1.5000000000000002 0.90000000000000013 575.00000000000011 0.90000000000000013 2.1000000000000005 1.1666666666666672 2.7000000000000006 9.5000000000000018 3.1000000000000005 2.5000000000000004 5.9000000000000012 5.7000000000000002 -1.1666666666666663 6.3000000000000016 7.3000000000000016 1.6600000000000006 1.8200000000000007 2.3650000000000007 7.5000000000000009 2.5000000000000004 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 4 16 9 6 -1 8 18 -2 11 22 -13 -11 15 -12 23 -18 -7 20 21 -8 -9 24 -3 28 27 -27 -5 -10 right_child=1 3 -4 25 -6 7 19 10 29 13 14 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.01933190307069807 0.013867195224892395 0.0029278454906946712 0.016004466456840435 -0.027071513970669744 -0.008914035065137365 0.012021089883574048 0.011652622287207292 0.0009858630073100109 0.0017058951644899224 0.00029750046458192482 -0.00082943859531235534 -0.0088208572222300639 0.011742948225709923 -0.0023362993911757697 -0.0052316223115016691 -0.0071927669007298611 0.019222330593626435 -0.0048553627617345394 -0.010722664067543464 -0.012879076612979953 0.019978687195673774 -0.00645593099770983 -0.0063330635766373003 0.010100673097379444 -0.0017833500927789802 -0.0061367098580481262 -0.019092959617966202 0.016256229731508427 -0.0046972964223153868 0.019584079882222525 leaf_weight=7.2421382516622534 17.259847939014435 681.40116530656815 16.456372231245041 8.574537858366968 46.590357944369316 8.3558415323495883 8.8311777934432012 417.25903415679932 9.9282199367880803 3976.5801276937127 1443.6116463989019 14.484750419855116 56.38422229886055 514.18163306266069 206.02641313523054 83.536459073424339 20.642484545707706 7.7888045608997336 15.61691504716873 46.257296651601791 6.0469499453902236 121.76889553666115 54.451919794082642 41.030014514923096 140.8054271042347 13.678213194012644 7.8598153591155997 11.97539299726486 10.284522309899328 22.170766405761242 leaf_count=29 49 1937 50 25 279 25 37 1288 34 12641 5375 51 176 1855 757 504 59 22 49 258 28 518 182 129 437 54 33 39 31 66 internal_value=-7.99464e-05 0.000411006 1.51311e-05 0.00232784 -4.26403e-05 -0.00115357 -0.00535462 -0.000811001 0.00685054 4.90454e-05 -0.000999772 0.00110742 0.00753996 -4.06341e-06 -0.00165944 -0.00117752 0.00282318 0.0126262 -0.0027952 -0.00633209 -0.00411582 -0.00523143 0.000141003 0.00250031 0.00212104 -0.00610563 -0.00117361 0.00431657 -0.0148701 0.0140544 internal_weight=8037.08 5515.11 4571.07 944.04 4554.61 2521.97 190.146 2331.83 56.0717 4508.02 2275.75 542.58 70.869 4490.76 1733.17 1527.15 891.668 28.4313 23.9728 182.904 136.647 130.6 471.711 863.237 822.207 52.3725 33.5134 25.6536 18.8591 32.099 internal_count=27017 17640 14874 2766 14824 9377 870 8507 174 14545 8333 1697 227 14496 6636 5879 2584 81 74 841 583 555 1470 2503 2374 182 126 93 56 100 is_linear=0 shrinkage=0.03 Tree=282 num_leaves=31 num_cat=0 split_feature=7 4 13 3 6 5 5 8 0 10 7 3 3 5 11 5 5 11 0 7 5 2 5 2 13 10 10 2 12 5 split_gain=4.39292 5.03996 4.90346 4.47815 4.22199 4.3217 4.40405 3.94641 5.90407 4.78543 3.64276 3.72387 3.61987 5.075 3.80948 3.53993 3.50199 2.97295 2.9428 3.15414 2.89653 2.86896 2.84536 7.7317 2.82732 2.7856 2.66874 2.63181 2.40685 6.31741 threshold=1.3 2.2350000000000008 3.3000000000000007 1.0000000180025095e-35 0.70000000000000007 1.4450000000000007 1.4250000000000007 6.7000000000000002 475.00000000000006 1.1666666666666672 0.3000000000000001 3.7000000000000006 0.90000000000000013 2.1050000000000009 -0.66666666666666663 2.5950000000000011 2.1550000000000011 -0.83333333333333315 350.00000000000006 2.1000000000000005 1.4750000000000008 2.1000000000000005 1.0350000000000008 1.1000000000000003 3.3000000000000007 0.83333333333333337 -2.4999999999999991 1.3 3.3000000000000007 1.9900000000000007 decision_type=2 2 2 2 2 2 2 2 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 10 -2 7 6 -6 9 -9 -5 12 22 27 25 -15 -13 17 24 21 -20 -7 -19 23 -12 -3 -14 -24 -1 29 -4 right_child=1 16 28 4 5 20 -8 8 -10 -11 11 15 13 14 -16 -17 -18 18 19 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0034815486700403679 0.017568319349081589 0.020929173036910595 -0.0044901599933157349 0.0029916636960160706 0.00057785580018739882 -0.0051747839452491754 0.007121879616582648 0.021370416023000091 0.002077885967078686 -0.0079336481947036713 -0.0028650801189836301 0.00067161582592704548 -0.0076595042006143664 -0.016482362682152668 0.010669994564717018 -0.023931716017673531 -0.0094392382657575036 -0.00058528995252311302 -0.00032509915167132592 0.01169474681264648 -0.00075692813224888472 0.019315969436158632 -0.011235371441811677 0.0064278138501336554 -0.0033531300680402026 -0.020219140345519197 -0.00043959279183694285 0.017745263928892994 -0.010548105259754515 0.017929791710768458 leaf_weight=11.333595812320711 13.57979018986225 20.989998415112499 213.02787108719349 382.97717182338238 2217.8095469027758 145.70095203816891 96.586942434310913 24.83756148815155 33.574431821703911 39.835543915629387 141.86136934161186 9.5755943506956118 79.911187306046486 5.9980566501617458 20.698184281587601 11.686792105436323 13.028337031602858 9.4375386387109774 80.773095414042473 25.964180544018745 1603.7395048588514 21.084035620093346 20.723417058587074 186.52463428676128 5.4324820339679709 19.838658303022385 3706.9958317279816 9.8044959306716901 50.480901837348938 11.945575073361395 leaf_count=33 39 76 639 1077 6115 405 265 74 113 114 389 42 261 26 86 54 37 29 289 100 4612 73 61 535 18 59 11146 27 180 43 internal_value=-7.87209e-05 0.000559119 -0.000749859 0.000366423 0.000315027 3.85889e-07 0.000850958 0.00297211 0.0102813 0.00196233 -0.00049701 -0.000329418 -0.00512716 -0.00704817 0.00456946 -0.0128515 0.00553014 0.00672164 0.00494773 0.00259877 -0.00112487 0.0131623 -0.000263776 0.00241332 0.0159367 -0.0101574 -0.000499609 0.0063641 -0.00462808 -0.00329971 internal_weight=9235.76 4735.35 4500.41 4558.64 4545.06 4063.84 2314.4 481.225 58.412 422.813 4224.95 4077.37 147.584 126.446 26.6962 21.2624 176.71 163.681 137.259 106.737 1749.44 30.5216 4056.11 328.386 26.4225 99.7498 3727.72 21.1381 275.454 224.973 internal_count=27017 13436 13581 12814 12775 11397 6380 1378 187 1191 12719 12227 492 432 112 96 622 585 491 389 5017 102 12131 924 94 320 11207 60 862 682 is_linear=0 shrinkage=0.03 Tree=283 num_leaves=14 num_cat=0 split_feature=8 8 6 13 11 8 4 4 7 9 9 9 8 split_gain=1.26349 1.80281 1.81248 3.59639 1.61527 1.52276 3.10705 2.76831 2.01678 1.78136 4.47847 0.544384 0.45666 threshold=1.1000000000000003 1.7000000000000004 1.3 3.5000000000000004 -3.1666666666666661 2.5000000000000004 1.0650000000000006 1.3250000000000008 1.5000000000000002 1.5000000000000002 1.7000000000000004 1.5000000000000002 4.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 -2 -4 12 6 8 -8 -6 -7 -11 -1 -3 right_child=1 4 3 -5 5 9 7 -9 -10 10 -12 -13 -14 leaf_value=-0.002744807559811283 0.023125784984191752 -0.018870215805624743 -0.013085365721226481 0.017040540351145401 0.0050891160470552801 -0.016237886665396856 -0.010409912372598286 0.00050688961031521054 -0.0044600528786693499 0.019976833221651072 0.00024021900572152418 -0.016027545656601232 -0.0056070477189678752 leaf_weight=5.1563956588506681 5.9025803357362774 4.7100562602281553 6.5233745872974378 7.867763340473175 53.525978282094002 5.8891343921422949 57.578692197799683 32.823320597410202 31.690410509705544 10.362043872475622 7271.3265996798873 6.0179446190595627 4.6359995305538177 leaf_count=20 20 20 23 25 185 23 219 116 110 33 26180 23 20 internal_value=0.000182053 0.000197086 0.00912657 0.00338474 0.000172835 0.000188444 -0.00257201 -0.00644622 0.00153796 0.000254966 0.000268305 -0.00989823 -0.0122912 internal_weight=7504.01 7492.84 20.2937 14.3911 7472.54 7463.2 175.618 90.402 85.2164 7287.58 7281.69 11.1743 9.34606 internal_count=27017 26974 68 48 26906 26866 630 335 295 26236 26213 43 40 is_linear=0 shrinkage=0.03 Tree=284 num_leaves=31 num_cat=0 split_feature=3 0 11 2 4 7 4 11 6 9 8 4 10 4 8 0 13 5 9 13 12 10 7 7 2 2 10 5 8 11 split_gain=4.58721 5.01285 4.37278 6.56724 4.27153 4.26118 4.55598 5.52899 4.19574 4.3816 4.12241 4.04199 3.93802 3.77227 3.26729 4.88419 4.48558 3.21825 3.09091 2.51089 2.34827 2.89584 2.90684 2.28286 2.08035 4.0054 2.07757 4.59219 2.09913 1.91702 threshold=2.7000000000000006 725.00000000000011 -1.8333333333333328 1.9000000000000001 1.6750000000000003 0.3000000000000001 1.7200000000000006 1.0000000180025095e-35 1.1000000000000003 7.5000000000000009 6.7000000000000002 0.97000000000000031 -1.4999999999999996 1.6550000000000002 7.7000000000000002 350.00000000000006 2.3000000000000007 1.7150000000000005 9.3000000000000025 1.5000000000000002 5.700000000000002 1.1666666666666672 1.5000000000000002 1.1000000000000003 3.7000000000000006 2.9000000000000004 1.5000000000000004 1.7250000000000003 8.1000000000000014 0.33333333333333326 decision_type=2 2 2 2 2 2 2 2 2 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 11 6 19 -8 12 -10 18 -1 -7 -5 15 -12 -17 -15 20 -4 21 22 -2 -6 25 26 28 -28 -3 -23 right_child=10 24 5 13 23 8 7 -9 9 -11 14 -13 -14 17 -16 16 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.019546639424162186 0.0040851277606499033 -0.005310030093872882 0.0073062078071913367 -0.02617130760787224 0.027295910914715952 -0.0067083484930132364 0.034266443047587573 0.0039761365649109877 -5.3207622371749e-05 0.0037743548479826456 -0.029832324847954287 0.002897599222784179 -0.0011092577840814894 0.010933644362155831 0.0054066036454508736 -0.015261847528424832 0.011953515671123268 -0.015389332999523955 -0.013921234092285965 -0.0018354952717840019 0.013387151882432375 0.019949318474044297 -0.0046347187922421568 0.0080846858128052201 0.01347239002247716 -0.016253071759218855 0.015345404971320403 -0.015424046870488886 0.0047929932087551041 0.0059451259243372568 leaf_weight=14.810377955436705 248.58139944076538 195.18901025503874 52.980155989527702 8.3309388160705584 12.759957879781725 119.77067343145609 9.8829227834939974 12.019584625959395 4632.4202228039503 285.77826911211014 8.862879157066347 115.2442624270916 2015.9376225098968 8.8674645274877566 16.834478437900543 12.600691646337511 9.6052242666482908 7.9080178141593924 8.3349693417549116 55.228898733854294 25.19298779964447 15.311681717634199 39.934336438775063 9.875212758779524 5.8050872236490241 24.415234364569187 13.914873987436296 6.3609510064125052 20.447753541171551 20.678038120269775 leaf_count=41 708 1086 151 28 38 461 31 37 14812 814 28 341 7264 38 52 38 28 26 25 158 76 44 114 35 41 194 82 29 138 59 internal_value=-7.95477e-05 -0.000244918 -9.86948e-05 0.00454892 0.00688689 -0.000213718 0.005166 0.0176438 -0.000312948 0.000169198 0.00302793 0.00479356 -0.00142326 -0.00966992 -0.00523715 -0.0110044 -0.00348977 -0.00147509 0.00413376 0.00264037 0.00456409 0.00387911 0.00287819 0.0189145 -0.00428977 -0.00468585 -0.00348873 0.00569238 -0.00435201 0.0119032 internal_weight=8033.88 7627.95 7361.81 177.796 152.69 7184.02 130.112 21.9025 7053.91 4918.2 405.937 130.055 2135.71 25.1064 47.9033 31.0688 22.2059 16.7755 358.033 108.209 349.698 324.505 288.516 22.6352 266.133 260.328 235.913 20.2758 215.637 35.9897 internal_count=27017 25845 24275 547 455 23728 377 68 23351 15626 1172 382 7725 92 146 94 66 64 1026 309 1001 925 822 73 1570 1529 1335 111 1224 103 is_linear=0 shrinkage=0.03 Tree=285 num_leaves=31 num_cat=0 split_feature=8 7 10 5 6 2 3 9 5 9 11 4 0 6 11 6 5 8 13 8 3 8 11 4 9 9 10 8 11 5 split_gain=4.25889 6.80793 4.37181 4.31439 4.2749 3.93165 5.83579 4.3725 3.85248 5.51761 4.85399 4.13089 3.82194 3.7744 3.7741 3.75037 3.51848 3.33258 6.78354 3.80626 3.26428 3.11944 4.14352 3.10285 3.08391 4.47676 3.65327 2.99928 2.99571 2.86197 threshold=4.7000000000000002 0.90000000000000013 2.1666666666666674 0.99000000000000021 0.70000000000000007 2.7000000000000006 2.7000000000000006 8.9000000000000021 0.92500000000000027 4.5000000000000009 -0.83333333333333315 1.3750000000000007 200.00000000000003 2.3000000000000003 1.8333333333333337 1.5000000000000002 1.0050000000000006 7.1000000000000005 1.1000000000000003 7.5000000000000009 1.0000000180025095e-35 8.5000000000000018 0.33333333333333326 2.4350000000000009 4.1000000000000005 4.5000000000000009 1.5000000000000004 3.5000000000000004 -1.1666666666666663 1.2650000000000006 decision_type=2 2 2 2 2 2 2 2 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 8 17 7 14 13 10 15 -1 -12 -4 20 -7 -10 -5 23 -19 -20 -3 24 -23 -2 26 -26 -6 -11 -15 -14 right_child=1 5 12 16 21 6 -8 -9 9 27 11 -13 29 28 -16 -17 -18 18 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010666923002153708 0.0055657677964024736 0.019393572149178848 -0.029343578441561772 -0.012829210020705419 0.0015306683303053853 0.0072080482678166325 -0.022014853723109955 -0.011681370138714632 0.016203681005966648 -0.013078299722211625 -0.00092020756304713044 0.008513863858290378 -0.022486177959166645 -0.012932629826174526 -0.014119375321859541 0.0043164079656487454 -0.00092544606530271345 -0.021049072285520359 -0.010028152975368342 0.018254032445788368 0.0011937301442074993 -0.0048715289686799904 0.019018693301564023 -0.015998786571945249 -0.0092553066738462197 -0.0025308163735408696 -0.018122782951185731 0.0033354148831008794 -0.0015655459042046376 0.00015905601617942101 leaf_weight=32.805182993412018 141.60634233057499 8.8926746100187284 8.1928361058235151 22.480182945728302 197.22262677550316 177.21728508174419 6.7869162559509268 24.689994603395462 48.658211752772331 15.540201336145399 147.00730514526367 58.35336634516716 6.8278046548366573 23.12318117916584 7.7960832715034476 46.91934797167778 3786.0453410893679 14.68074920773506 7.3065030872821835 10.348278686404226 3391.4894157499075 12.208331033587458 14.057396203279493 6.2710653096437445 103.44455994665623 642.64550411701202 8.8962745666503888 28.203838855028152 213.78243681788445 19.001064017415047 leaf_count=90 416 27 23 63 568 625 20 77 134 42 399 162 20 69 22 128 11227 44 21 33 9623 38 41 20 301 2016 25 77 611 55 internal_value=-7.73156e-05 0.000513895 -0.000779543 -0.000692492 -0.00150244 0.00112013 0.00530709 0.000900836 0.00236671 0.00632922 4.87266e-05 0.00176049 -0.0114902 0.000986244 0.00630935 0.0103682 -0.000995709 0.00274359 -0.0059807 0.00654934 0.00124133 -0.00228447 0.0079145 0.00465128 -0.00256579 -0.00346316 0.000682408 -0.00249561 -0.00267503 -0.00582716 internal_weight=9232.5 5012.47 4220.03 4186.01 1158.69 3853.78 191.8 3661.98 377.487 139.322 238.166 205.361 34.0217 3637.29 185.013 95.5776 3808.53 180.213 32.3355 17.6548 3400.38 978.475 26.2657 147.877 952.209 746.09 206.119 43.744 236.906 25.8289 internal_count=27017 14597 12420 12322 3523 11074 667 10407 1032 381 651 561 98 10330 647 262 11290 534 98 54 9650 2989 79 436 2910 2317 593 119 680 75 is_linear=0 shrinkage=0.03 Tree=286 num_leaves=22 num_cat=0 split_feature=11 11 10 6 3 3 3 8 7 7 3 2 5 5 5 4 5 10 10 8 9 split_gain=1.23836 1.5671 3.32319 4.1451 3.15828 2.81867 4.08316 2.58962 2.46928 2.20977 2.10652 2.34299 1.41735 1.59893 4.25685 3.72864 2.35182 3.40792 1.94275 1.35177 0.356167 threshold=3.1666666666666674 1.8333333333333337 -0.83333333333333315 1.3 3.1000000000000005 1.5000000000000002 1.9000000000000001 6.1000000000000005 1.5000000000000002 1.3 1.7000000000000004 1.5000000000000002 3.0650000000000008 2.5050000000000012 2.6050000000000009 1.5750000000000008 2.475000000000001 1.0000000180025095e-35 -0.66666666666666663 8.7000000000000011 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 7 5 9 8 -7 10 -4 -5 -3 -12 13 16 18 -16 19 -18 -15 -1 -2 right_child=20 2 3 4 -6 6 -8 -9 -10 -11 11 -13 -14 14 15 -17 17 -19 -20 -21 -22 leaf_value=0.00016852243863127949 -0.0041292392342663249 0.030943143612416634 -0.019013388240864074 0.0027403535959429812 -0.024393184657512661 0.017669979075591934 0.002842522884929817 -0.0052206961520383701 0.0071639833805445816 -0.0068808402311983504 0.019597452534194548 -0.00072827230052376058 0.012106887799394265 -0.024515431202649415 -0.0059456622374510189 0.0089621114438776638 -0.0011702871698793136 0.026556055537397365 -0.0080604645722203664 -0.0044614087899953296 -0.014848588176661903 leaf_weight=7103.2471642941236 5.2817255109548551 6.1523122042417553 7.0603977590799314 44.97588849067688 5.9849728792905799 26.028375580906868 46.71384297311306 6.7799693197011939 5.9983819425106049 41.134634494781494 12.026134938001634 8.8677400350570661 8.8677201420068723 8.5292437076568586 32.087505683302879 28.52101094275713 8.6442675441503543 7.4096993058919898 26.585180342197418 57.211089611053467 5.9126694053411484 leaf_count=25432 19 21 24 157 28 85 164 24 20 142 41 30 38 39 147 115 36 29 114 286 26 internal_value=0.000179573 0.000194469 0.00273873 0.00109981 -0.00332029 0.00584418 0.00814803 0.0113581 -0.00698915 -0.00185565 0.015514 0.0109708 0.000120486 0.00010587 -0.00374581 0.0010696 0.000157245 0.0116268 -0.0120574 0.00013153 -0.009791 internal_weight=7504.02 7492.83 211.723 177.896 92.0955 85.801 72.7422 33.8262 13.0588 86.1105 27.0462 20.8939 7281.1 7272.24 95.7229 60.6085 7176.51 16.054 35.1144 7160.46 11.1944 internal_count=27017 26972 736 620 327 293 249 116 44 299 92 71 26236 26198 415 262 25783 65 153 25718 45 is_linear=0 shrinkage=0.03 Tree=287 num_leaves=31 num_cat=0 split_feature=3 0 11 2 4 7 4 11 6 9 8 4 10 4 9 5 9 0 10 13 12 10 7 13 2 2 10 5 5 11 split_gain=4.3605 4.82437 4.17878 6.29773 4.07673 3.99805 4.33754 5.27652 3.98204 4.20219 3.97247 3.87097 3.80132 3.68107 3.22505 3.10356 2.97569 2.82263 3.44682 2.40682 2.23819 2.78041 2.78989 2.20121 1.99482 3.92102 1.99563 4.39116 2.06183 1.84478 threshold=2.7000000000000006 725.00000000000011 -1.8333333333333328 1.9000000000000001 1.6750000000000003 0.3000000000000001 1.7200000000000006 1.0000000180025095e-35 1.1000000000000003 7.5000000000000009 6.7000000000000002 0.97000000000000031 -1.4999999999999996 1.6550000000000002 5.3000000000000016 1.7150000000000005 9.3000000000000025 350.00000000000006 1.0000000180025095e-35 1.5000000000000002 5.700000000000002 1.1666666666666672 1.5000000000000002 2.5000000000000004 3.7000000000000006 2.9000000000000004 1.5000000000000004 1.7250000000000003 1.0050000000000006 0.33333333333333326 decision_type=2 2 2 2 2 2 2 2 2 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 11 6 19 -8 12 -10 16 -1 -7 -5 -12 -15 20 -16 -19 -4 21 22 -2 -6 25 26 28 -28 -3 -23 right_child=10 24 5 13 23 8 7 -9 9 -11 14 -13 -14 15 17 -17 -18 18 -20 -21 -22 29 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.019103867009827333 0.0039932869345150898 -0.015835625896295256 0.0070951595316126916 -0.025912874877930779 0.028826721832337483 -0.006589939327015161 0.033307895319429369 0.0037898304486846369 -5.3864118237978461e-05 0.0036940163132258216 -0.018177189729770511 0.0028246760050796736 -0.0010796723508739857 0.010685511022280724 -0.013443757965288884 -0.015173218330466157 -0.013661427597462158 0.017084829305072265 -0.0054227738657862739 -0.0018520565247177687 0.013079844243354575 0.019554202794707206 -0.0045519074606009428 0.010054823560076597 0.013093099801636048 -0.016133551783206648 0.014872213459575583 -0.015262908801750968 -0.003529307165156842 0.0058122405542734325 leaf_weight=14.837629973888395 248.40668193995953 13.044357128441332 53.040351644158363 8.2502577900886553 10.167533040046694 119.35219963639975 9.951824903488161 12.048983708024023 4632.1867854222655 285.86011281609535 12.6238626986742 115.31440010666847 2014.4018297120929 8.9104112535715121 10.60224065184593 7.8637919872999182 8.3499431461095792 11.473641887307169 13.132294744253157 55.239784315228462 25.16076223552227 15.296956121921538 39.911153167486191 12.575121909379957 5.8608902320265761 24.088985361158848 14.06673474609852 6.3013325333595267 201.9393423050642 20.675421714782715 leaf_count=41 708 95 151 28 32 461 31 37 14812 814 43 341 7264 38 31 26 25 33 39 158 76 44 114 41 41 194 82 29 1129 59 internal_value=-7.89076e-05 -0.000240137 -9.68708e-05 0.00444485 0.00672829 -0.000209381 0.00499813 0.017142 -0.000305589 0.00016398 0.00295197 0.00468054 -0.00138789 -0.00950648 -0.00516784 -0.00143713 0.00403745 -0.000503355 0.00507242 0.00253068 0.00446036 0.0037916 0.0028104 0.0184472 -0.00421463 -0.00460562 -0.0034257 0.00554922 -0.00427601 0.0116559 internal_weight=8030.94 7625.3 7360 177.919 152.895 7182.08 130.281 22.0008 7051.8 4918.05 405.633 130.152 2133.75 25.0245 47.832 16.7742 357.801 35.2082 24.6059 108.28 349.451 324.29 288.318 22.7427 265.302 259.441 235.352 20.3681 214.984 35.9724 internal_count=27017 25845 24275 547 455 23728 377 68 23351 15626 1172 382 7725 92 146 64 1026 103 72 309 1001 925 822 73 1570 1529 1335 111 1224 103 is_linear=0 shrinkage=0.03 Tree=288 num_leaves=31 num_cat=0 split_feature=9 6 2 10 3 9 5 8 7 7 10 3 11 3 10 4 8 5 4 4 5 7 9 12 9 0 11 8 12 0 split_gain=4.14953 5.33965 3.93744 4.00433 3.84268 3.77829 3.75693 3.90715 3.61964 3.48521 4.00972 3.86583 3.70114 3.27935 3.13058 2.89143 3.12481 3.20728 3.28595 3.06867 3.81807 3.00435 2.76591 2.74502 2.58604 2.59993 2.57921 7.81585 2.97594 2.48194 threshold=6.3000000000000016 2.3000000000000003 1.3 -3.1666666666666661 1.0000000180025095e-35 4.7000000000000002 1.8250000000000002 4.5000000000000009 2.9000000000000004 0.70000000000000007 -1.1666666666666663 1.1000000000000003 -0.83333333333333315 0.3000000000000001 -1.4999999999999996 0.99000000000000055 5.9000000000000012 1.5650000000000006 0.90000000000000036 1.0250000000000006 1.3650000000000007 0.70000000000000007 6.7000000000000002 3.7000000000000006 6.1000000000000005 525.00000000000011 0.83333333333333337 5.7000000000000002 3.7000000000000006 725.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 -4 -5 6 13 -8 -6 10 12 -12 -1 -3 -7 16 17 -2 21 20 -17 -19 -22 -15 -16 -26 28 -28 -11 -21 right_child=15 5 3 4 8 14 7 -9 -10 26 11 -13 -14 23 24 19 -18 18 -20 29 22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.026676397351163988 -0.01395463287959601 0.017617863189915886 -0.020588674073150404 0.020013884311687026 0.0010710909912719159 -0.01944207485039836 -0.0015645276396690712 0.025690951435999386 0.0097622640650733648 -0.00017423650260404221 0.00071113865549162533 -0.0058412082462294462 0.0020094236761545635 -0.0022656632619863209 -0.0055077241009227184 0.030635941924714288 0.01336296522324102 0.020169642674764083 -0.0099558544835821172 -0.001641395613113363 -0.014002818446104915 -0.0013637951614263919 0.0092326011938832029 0.012434372339501546 -0.0015686591039749643 0.020080414524987943 -3.4485854254947019e-05 0.0082178771392518602 -0.0086554505544082228 0.0030787391047893266 leaf_weight=6.8993036001920691 40.224814385175705 8.1192568540573102 7.5805259495973578 9.7835990339517576 3291.3665611147881 13.286909103393553 9.1420066207647341 9.8165202885866147 43.699832737445831 2658.4861912429333 119.13988706469536 253.40140889585018 26.509564429521561 295.96392676234245 219.20505651831627 5.6508620083332088 7.0944925695657721 7.2483537197113028 35.15526257455349 1356.0032176375389 6.215084686875346 29.827731996774673 17.863095358014107 11.892161309719084 16.715524524450306 7.1188186407089225 434.24096965789795 135.52845688164234 37.763844579458237 108.26422506570816 leaf_count=20 122 22 23 30 9530 42 32 30 131 7433 336 856 78 842 665 16 21 32 132 4237 21 106 60 35 53 21 1256 378 131 326 internal_value=-7.59319e-05 0.000216871 0.000447338 0.00119069 0.00124005 -0.00252116 -0.000423207 0.0125481 0.00118497 -0.000231324 -0.00285288 -0.00374575 0.00710343 -0.00120148 -0.0052625 -0.00145791 -0.00594729 -0.00716551 -0.00338472 -0.00109867 0.00844338 0.00284598 0.00323505 -0.00169782 -0.00448731 0.00489747 9.45226e-05 0.00192847 -0.000293025 -0.0012924 internal_weight=9229.21 7615.66 7024.4 3352.43 3344.85 591.26 334.934 18.9585 3335.07 3671.97 405.95 372.541 33.4089 315.975 256.326 1613.55 119.551 112.456 72.2313 1494 29.729 37.0761 24.0782 307.856 243.039 23.8343 3266.02 569.769 2696.25 1464.27 internal_count=27017 21944 20202 9714 9691 1742 961 62 9661 10488 1290 1192 98 899 781 5073 413 392 270 4660 97 138 81 877 739 74 9198 1634 7564 4563 is_linear=0 shrinkage=0.03 Tree=289 num_leaves=25 num_cat=0 split_feature=6 4 10 5 8 8 7 0 4 7 5 12 9 2 5 5 6 2 0 5 8 6 5 4 split_gain=1.2256 1.43941 1.24643 2.47993 4.4845 4.28615 2.57667 3.70001 3.65551 4.06578 3.51424 3.22183 3.01531 1.99814 1.46831 4.97356 4.29634 3.19239 2.46138 2.38803 1.46661 1.10239 0.243136 0.231944 threshold=1.0000000180025095e-35 1.7000000000000004 1.5000000000000004 2.1550000000000011 5.3000000000000016 6.3000000000000016 1.1000000000000003 525.00000000000011 1.1450000000000007 1.5000000000000002 0.8450000000000002 2.9000000000000008 6.9000000000000012 3.7000000000000006 2.725000000000001 2.5050000000000012 0.70000000000000007 2.3000000000000003 350.00000000000006 2.475000000000001 4.3000000000000016 0.70000000000000007 1.4450000000000007 2.0350000000000006 decision_type=2 2 2 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 6 20 -6 7 12 9 -8 -10 -9 -4 14 15 19 -16 -18 -17 -2 -5 -15 -23 -3 right_child=2 23 3 4 5 -7 8 11 10 -11 -12 -13 -14 21 16 18 17 -19 -20 -21 -22 22 -24 -25 leaf_value=-0.00039277473176733041 0.00014285763676404975 -0.023337881059889806 0.0065407710834433971 -0.014473138845377136 0.038188315377327899 0.0063094219315328638 0.029858021368611078 0.011006365441342992 0.019885338721760994 -0.0014483043213822503 -0.0025141549968612778 -0.0082920347712737517 0.025542738839186816 -0.0012100486527358788 0.031042783869977393 0.0012350588738921189 -0.0010760374954293522 0.023854688599342484 -0.01209870193259107 0.011748281649230577 0.0061510072167190819 -0.011918513697797128 -0.023007944237895941 -0.012090487979863696 leaf_weight=9.1926216781139356 6991.9099600762129 3.9316190034151068 68.039522886276245 5.4217499941587466 7.2458534091711027 7.9720047265291214 7.1804946362972242 10.889072090387343 6.5141260772943488 7.7775560319423676 195.16213576495647 27.319436110556126 8.4491659104824048 5.3716599494218809 5.240552380681037 17.2915328592062 35.363033190369606 5.3177497535943976 44.592132151126862 15.993855267763136 7.2564129084348679 2.8114835247397423 4.8472172096371651 2.8436550870537758 leaf_count=34 24987 22 238 22 25 28 23 38 26 25 741 111 29 35 20 77 158 19 195 65 26 22 31 20 internal_value=0.000176991 -0.00812552 0.000194696 0.00191892 0.0105094 0.0214883 0.00119566 0.00483151 -0.000729345 0.0135801 -0.00179065 -0.00279217 0.00863978 0.00010781 0.000129303 9.4571e-05 0.00547638 0.00218288 -0.00837298 0.000169344 -0.0026688 -0.0116292 -0.0189371 -0.0186172 internal_weight=7503.93 15.9679 7487.97 359.228 27.896 15.2179 331.332 114.697 216.634 14.9581 201.676 38.2085 76.4887 7128.74 7115.71 7069.79 45.9213 40.6808 61.8837 7007.9 12.6782 13.0304 7.6587 6.77527 internal_count=27017 76 26941 1332 101 53 1231 416 815 48 767 149 267 25609 25521 25324 197 177 272 25052 48 88 53 42 is_linear=0 shrinkage=0.03 Tree=290 num_leaves=31 num_cat=0 split_feature=2 11 7 2 9 8 5 4 7 2 4 8 10 2 4 4 13 12 2 9 10 9 8 9 11 5 5 11 10 7 split_gain=4.24368 4.36716 4.32883 5.27719 5.82045 6.61782 4.64235 3.97143 3.95486 3.44557 3.10908 3.63729 3.13282 2.84187 3.52498 3.71567 3.59355 3.43551 2.75424 3.04556 2.71058 2.70385 4.89821 3.16755 2.65653 2.58952 5.32475 2.55828 2.38157 2.36468 threshold=2.3000000000000003 -1.8333333333333328 2.1000000000000005 0.50000000000000011 3.7000000000000006 3.1000000000000005 2.0750000000000011 1.5250000000000006 0.3000000000000001 0.3000000000000001 1.3450000000000006 4.5000000000000009 0.50000000000000022 1.9000000000000001 1.6750000000000003 1.195000000000001 3.5000000000000004 3.7000000000000006 1.7000000000000004 5.9000000000000012 -2.8333333333333326 3.5000000000000004 3.1000000000000005 6.5000000000000009 -2.8333333333333326 2.0850000000000013 1.7800000000000005 1.0000000180025095e-35 1.1666666666666672 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 3 6 5 -5 7 -3 -6 -4 -2 12 -12 14 15 16 -1 -15 19 -16 -13 22 -11 -23 -17 26 -14 -8 -22 -30 right_child=10 2 9 4 8 -7 27 -9 -10 21 11 20 25 17 18 24 -18 -19 -20 -21 28 23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0065978397728963202 -0.018147306104548296 0.0029964201807722779 -0.01588778187908288 0.0047830083338218079 0.0056244240934581443 -0.0031480756051865729 0.0054058578847570298 -0.0092891873609233355 0.00023333872294873119 -0.013835992180408558 -0.002005919832872531 0.01840512550185314 0.010815999201015241 -0.019999770775164703 0.01947611517364763 0.015942458905159627 0.026865201118768955 0.0063608205425194492 0.032782225602706092 -0.0045969895413511203 -0.0056381472974092088 -0.0036278389010035873 0.0039967426275495464 0.0036698656803802526 -0.0011664672222705982 0.024781083870640725 -0.016209125032662353 0.020658708135617106 -0.0039523784928087767 0.0062022022048141123 leaf_weight=41.054541736841202 11.619505256414412 437.04388596117496 16.287559270858765 107.16654534637928 125.47930857539177 813.14946866780519 19.785800039768219 25.037408038973808 5102.3534444198012 15.706766456365584 64.36699403077364 4.828049197793006 31.545408844947815 8.9124252051115054 12.418995961546903 9.0177413225173932 9.7419004738330823 8.8861082345247251 6.4972105845808974 7.6392821073532096 264.4091904759407 499.06930241733789 118.06697370857 59.960802175104618 86.67336393892765 7.1684701442718497 8.2848089039325696 19.800902545452118 51.603307634592056 34.39610156416893 leaf_count=115 44 1289 52 342 365 2965 56 82 16333 56 260 27 129 36 41 26 28 30 23 24 1376 1846 475 196 263 20 27 56 240 195 internal_value=-7.8144e-05 9.54512e-05 -2.07429e-05 0.000216857 -2.45524e-05 -0.00222454 0.00317543 0.00233074 0.000362736 -0.00224894 -0.00281871 -0.002437 0.00229364 0.00457593 0.00575003 0.00392697 0.0104848 -0.00683896 0.0158065 0.0103078 -0.00392004 -0.0019283 0.00190295 -0.0028451 0.000445844 0.0081821 0.00519469 0.0130352 -0.00422764 0.000109021 internal_weight=8027.97 7549.75 7358.91 6649.82 6148.15 920.316 501.668 462.081 5227.83 709.091 478.222 466.602 111.366 190.842 173.043 146.488 50.7964 17.7985 26.5555 20.0583 355.237 692.804 133.774 559.03 95.6911 46.9987 39.8302 39.5867 350.409 85.9994 internal_count=27017 24699 24113 21488 20005 3307 1483 1371 16698 2625 2318 2274 436 586 520 432 143 66 88 65 1838 2573 531 2042 289 176 156 112 1811 435 is_linear=0 shrinkage=0.03 Tree=291 num_leaves=30 num_cat=0 split_feature=6 5 7 9 2 9 8 4 11 11 5 3 13 10 5 4 2 12 13 10 0 12 4 6 4 4 5 3 11 split_gain=4.01454 4.33269 4.07566 6.2945 5.19008 5.02065 4.88065 4.53118 4.31345 4.13757 3.53661 4.27364 3.56387 3.53579 4.62132 3.47202 3.38651 3.07367 2.9176 2.63928 2.50298 3.10088 4.88724 3.13199 2.19738 1.96109 2.03681 1.6135 1.05808 threshold=1.7000000000000004 0.7150000000000003 1.7000000000000004 5.7000000000000002 3.5000000000000004 5.5000000000000009 4.7000000000000002 1.2350000000000005 1.1666666666666672 -0.83333333333333315 2.1850000000000009 2.3000000000000003 3.1000000000000005 -0.66666666666666663 1.1450000000000007 2.5350000000000006 1.5000000000000002 2.5000000000000004 6.1000000000000005 1.0000000180025095e-35 875.00000000000011 3.9000000000000008 1.9250000000000003 3.1000000000000005 1.0750000000000008 1.9100000000000006 1.4650000000000007 0.50000000000000011 0.33333333333333326 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 3 5 7 8 13 -5 -3 -7 11 -8 -12 17 -15 18 19 -4 20 24 21 23 -23 -2 -1 26 -22 -18 -6 right_child=15 2 6 4 28 9 10 -9 -10 -11 12 -13 -14 14 -16 -17 27 -19 -20 -21 25 22 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.022299960087244466 -0.00085750315995468678 -0.00017437056417164034 -0.00011770372353980453 -0.0048446204879492479 0.024726170488459591 -0.0042322730037257393 0.0028276500575426956 -0.0010282468233321809 0.003491152757137842 0.0062208600641235519 -0.022709171969951546 0.014251041622370227 0.0019534265356865818 0.0033775754559574257 -0.0031783316350837789 0.017230670339587889 0.030480482478820934 0.0071270337219177093 0.015868186725093932 -0.0091540822471682243 -0.0089165842677073875 -0.0027425307638320653 -0.015729073009218105 -0.0080904172466199041 0.0020998363094369386 0.023611224222713768 0.013235516071698115 0.012406765071482688 0.0079530596624767837 leaf_weight=7.4148226082325008 2247.5534230321646 2811.8138441741467 125.35795623064041 366.27157920598984 7.0821566730737668 40.471846848726273 905.67093054950237 1188.6855189949274 322.0217496752739 215.77257186174393 9.6009545624256152 30.466297626495361 11.699115753173826 126.97979560494423 406.75711627304554 9.2663652747869474 6.9518126547336605 90.93997249007225 9.0158650577068311 10.693950176239012 6.7686305344104793 133.78308691084385 32.396227970719337 55.204560697078705 13.993133574724196 5.9763935804367057 8.3366627693176252 12.330164954066275 6.483463853597641 leaf_count=20 6576 8056 340 1199 24 120 2625 3589 947 634 27 85 33 347 1118 31 22 251 25 29 21 491 98 166 39 21 24 38 21 internal_value=-7.48518e-05 0.000307555 0.000240663 -0.000194631 -0.00176601 0.000532416 0.00150478 -0.0019272 0.000202286 0.00456987 0.00292439 0.00319942 -0.00916318 -0.000307383 -0.00161863 -0.00109897 0.00898555 0.00292826 -0.00116694 0.00301665 -0.00122862 -0.00131651 -0.00527422 -0.0010309 0.00909632 0.00906459 0.00330924 0.018923 0.0167097 internal_weight=9225.76 6717.46 6666.07 4958.6 1568.52 3390.08 1707.47 1554.96 3133.84 256.244 957.437 936.137 21.3001 750.035 533.737 2508.3 51.3839 216.298 2499.03 32.1019 2490.02 2468.94 166.179 2302.76 21.408 21.0817 15.1053 19.282 13.5656 internal_count=27017 19564 19416 14590 4833 9757 4826 4788 9003 754 2770 2710 60 2056 1465 7453 148 591 7422 88 7397 7331 589 6742 59 66 45 60 45 is_linear=0 shrinkage=0.03 Tree=292 num_leaves=14 num_cat=0 split_feature=8 8 6 13 11 10 8 4 4 6 9 9 9 split_gain=1.22226 1.72276 1.7133 3.43684 1.52387 1.61843 1.47304 2.99639 2.68553 1.99468 1.7211 4.27598 0.53138 threshold=1.1000000000000003 1.7000000000000004 1.3 3.5000000000000004 -3.1666666666666661 -1.0000000180025095e-35 2.5000000000000004 1.0650000000000006 1.3250000000000008 1.5000000000000002 1.5000000000000002 1.7000000000000004 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 -2 -4 5 -3 7 9 -9 -6 -8 -12 -1 right_child=1 4 3 -5 6 -7 10 8 -10 -11 11 -13 -14 leaf_value=-0.0027045306141205024 0.022425699531341065 -0.024607382783007899 -0.012901715048782951 0.016555690043998518 -0.0036976984796452438 0.00052450617161988193 -0.016038914863636348 -0.010272434454296344 0.0004891445803471094 0.0055486481043435917 0.019449538394183695 0.00023162064771836092 -0.015857137586192737 leaf_weight=5.1501279771327955 5.9631935060024288 4.6044730395078659 6.479438364505766 7.9238640069961548 37.393833205103874 4.6201491057872754 5.8361169993877402 57.271701529622078 32.834970593452454 47.889543518424034 10.4348908662796 7271.5076775401831 5.9682750403881073 leaf_count=20 20 21 23 25 132 19 23 219 116 163 33 26180 23 internal_value=0.000174662 0.000189411 0.00890276 0.00330405 0.000165662 -0.0120201 0.000180724 -0.00253611 -0.0063509 0.00149444 0.000246108 0.00025916 -0.00976475 internal_weight=7503.88 7492.76 20.3665 14.4033 7472.39 9.22462 7463.17 175.39 90.1067 85.2834 7287.78 7281.94 11.1184 internal_count=27017 26974 68 48 26906 40 26866 630 335 295 26236 26213 43 is_linear=0 shrinkage=0.03 Tree=293 num_leaves=31 num_cat=0 split_feature=3 0 9 3 10 10 8 4 7 8 12 3 8 0 13 8 4 3 9 5 11 10 12 2 2 4 4 10 5 8 split_gain=4.06523 4.53347 3.9005 5.39545 6.09219 5.37275 4.77876 4.77083 4.64933 3.78778 3.68047 3.54532 3.13396 4.68538 4.28814 3.09626 2.98643 2.85423 2.8365 2.49705 2.19211 2.8106 2.54585 1.93134 3.81303 1.91562 2.34158 1.91071 4.2005 2.04549 threshold=2.7000000000000006 725.00000000000011 4.3000000000000016 0.90000000000000013 -0.33333333333333331 0.50000000000000022 4.5000000000000009 1.8600000000000005 2.7000000000000006 6.7000000000000002 1.7000000000000004 1.0000000180025095e-35 7.7000000000000002 350.00000000000006 2.3000000000000007 8.1000000000000014 1.7200000000000006 2.3000000000000003 9.3000000000000025 1.6050000000000004 2.1666666666666674 1.8333333333333339 5.700000000000002 3.7000000000000006 2.9000000000000004 1.1850000000000007 1.6400000000000006 1.5000000000000004 1.7250000000000003 8.1000000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 19 8 -7 15 -5 18 -9 -6 13 -11 -15 16 -1 -12 20 -4 21 22 -2 24 27 -22 -27 29 -29 -3 right_child=9 23 3 5 11 6 -8 10 -10 12 17 -13 -14 14 -16 -17 -18 -19 -20 -21 25 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.00095728545498124354 0.0038681581206687103 -0.0051148175112579785 -0.0033411563049567518 0.0016570312938070958 -0.022179299970088832 0.0014792450980784459 -0.0025593358398194599 0.01619009642993044 -0.0094266499405715604 -0.029328712535043135 -0.0060463442072156504 0.00053401536770770976 0.0053314953847939522 -0.014961414181743654 0.011683607006643167 -0.015032939716256716 0.0035664360326902122 -0.026998681479900283 -0.013347049659855243 -0.0097492862786535545 -0.016280859354645807 0.021409015669818579 0.014657279637851002 0.012887766305618444 -0.015966672920209559 0.007164633391119694 -0.011743242808588033 0.01444672298490623 -0.015089537672450049 0.0048758583144498579 leaf_weight=1907.6325034275651 284.54266682267189 193.56875269860029 363.33016804605722 2920.8217970281839 6.2456146553158751 441.74368190765381 654.2294337451458 6.5042726993560782 34.463495209813118 8.7620330750942248 159.10742691904306 636.90117508918047 16.823136135935783 12.539208948612215 9.5960921794176084 13.551779642701147 141.05360118299723 6.0749022960662833 8.3702205866575223 64.433146044611931 7.510244518518447 9.2392900139093381 21.146348029375076 5.8914960995316497 23.641814239323139 17.73249247670174 8.8301157951354963 14.206418812274935 6.2354742735624304 20.386301435530186 leaf_count=6416 812 1086 1290 8994 25 1317 2165 27 122 28 870 2204 52 38 28 54 566 23 25 202 22 27 64 41 194 50 26 82 29 138 internal_value=-7.7267e-05 -0.000232948 -9.43432e-05 0.000361867 -0.0015319 0.000862466 -0.000931543 -0.00114039 0.00152778 0.00285119 -0.0059453 0.000313446 -0.00508742 -0.0107604 -0.00341027 -0.000740367 -0.000645824 -0.00681691 0.00391125 -0.0043064 0.00432516 0.00510722 0.00461451 -0.00409606 -0.00448384 -0.00290321 0.000879154 -0.00332565 0.00543716 -0.00416287 internal_weight=8025.12 7620.02 7356.09 5122.17 1070.91 4051.26 1095.97 2233.92 2955.29 405.092 171.687 643.147 47.7205 30.8973 22.1353 2062.24 2048.69 165.182 357.371 427.763 349.001 314.928 305.689 263.93 258.039 34.0729 26.5626 234.397 20.4419 213.955 internal_count=27017 25845 24275 16319 3721 12598 3482 7956 9116 1172 920 2229 146 94 66 7036 6982 893 1026 1492 1001 903 876 1570 1529 98 76 1335 111 1224 is_linear=0 shrinkage=0.03 Tree=294 num_leaves=31 num_cat=0 split_feature=5 0 3 6 10 2 4 4 8 0 9 3 4 4 11 2 4 13 4 4 5 10 12 5 5 10 9 11 13 4 split_gain=3.87913 3.91914 4.07714 3.81909 6.05046 4.85532 3.40263 5.09555 3.30772 3.18949 3.12738 2.88572 2.69192 3.24634 2.61307 2.9759 4.13294 2.56678 4.48921 4.08409 2.37348 2.30998 5.58969 4.00255 2.44627 2.35898 2.92251 2.78401 2.23669 2.71315 threshold=0.76500000000000024 725.00000000000011 2.9000000000000004 1.7000000000000004 -1.4999999999999996 2.3000000000000003 1.3050000000000008 1.2350000000000005 7.9000000000000012 350.00000000000006 4.9000000000000012 0.90000000000000013 2.515000000000001 2.0950000000000011 0.50000000000000022 1.1000000000000003 1.1650000000000007 1.5000000000000002 1.8600000000000005 2.1150000000000007 0.7150000000000003 -1.4999999999999996 3.7000000000000006 1.5850000000000006 1.4350000000000007 1.1666666666666672 2.5000000000000004 -0.66666666666666619 3.3000000000000007 1.4850000000000005 decision_type=2 2 2 2 2 2 2 2 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 4 10 -6 7 -3 17 11 -2 28 13 -5 15 16 -11 18 -4 -19 -18 22 24 -24 -8 26 -23 -27 29 -1 right_child=1 6 8 12 5 -7 21 -9 -10 14 -12 -13 -14 -15 -16 -17 20 19 -20 -21 -22 25 23 -25 -26 27 -28 -29 -30 -31 leaf_value=0.016643940047148857 0.0071703298918887109 0.00045923491185958333 -0.0066163831885061135 -0.0011216794139564063 -0.00027819893057521097 0.0030636754289435548 0.012453144811733562 0.028268121315500799 0.01539955844963097 -0.013503077255808809 0.0013614535023356183 -0.010008578585244744 0.017463817247290927 -0.0092523694133748984 0.023078160648797901 0.012664027389773019 -0.0012059184230962877 -0.0058388437593575688 0.021987475933073198 -0.027719714580404141 0.021571391097020998 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-3.11634e-05 0.00244579 0.0135113 -0.004811 0.00512038 0.00411998 -0.000517318 -0.0012219 -0.00127656 0.00911022 0.00685718 -0.00031036 -0.00564635 0.00416243 -0.00703722 0.00947922 0.00188807 -0.00382343 -0.0137163 0.00523217 0.00265859 0.00370851 -0.00219941 0.00465666 0.00961961 internal_weight=9222.42 9094.8 8598.59 8422.26 6050.12 5715.62 496.216 23.8101 176.328 127.617 334.5 52.8868 2372.14 2365.23 74.7299 64.3502 28.8007 169.329 21.0286 148.3 16.5327 472.406 56.1551 26.8369 29.3182 416.251 342.277 73.9733 34.2281 24.1245 internal_count=27017 26655 25037 24323 17340 16386 1618 66 714 362 954 147 6983 6961 215 184 78 693 83 610 45 1552 183 85 98 1369 1128 241 95 67 is_linear=0 shrinkage=0.03 Tree=295 num_leaves=28 num_cat=0 split_feature=11 11 10 6 3 3 3 8 7 7 9 8 10 4 8 4 7 13 4 7 5 7 4 9 7 10 9 split_gain=1.19106 1.50476 3.16818 3.96749 3.10021 2.69412 3.89506 2.47873 2.39067 2.16908 2.0503 1.78642 1.3821 8.21337 4.30587 3.2791 2.96064 2.94013 2.9314 5.81384 2.53466 2.11452 4.31277 4.13608 1.72792 1.48951 0.350013 threshold=3.1666666666666674 1.8333333333333337 -0.83333333333333315 1.3 3.1000000000000005 1.5000000000000002 1.9000000000000001 6.1000000000000005 1.5000000000000002 1.7000000000000004 5.9000000000000012 4.5000000000000009 0.33333333333333326 0.73500000000000032 3.3000000000000003 0.61500000000000021 2.9000000000000004 4.7000000000000011 0.73500000000000032 1.1000000000000003 1.1750000000000005 1.5000000000000002 0.79500000000000026 8.3000000000000025 1.7000000000000004 -0.49999999999999994 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 7 5 9 8 -7 10 -4 -5 11 -3 18 14 15 -14 17 -15 19 25 -18 22 -20 -23 -21 -1 -2 right_child=26 2 3 4 -6 6 -8 -9 -10 -11 -12 -13 13 16 -16 -17 20 -19 21 24 -22 23 -24 -25 -26 -27 -28 leaf_value=-0.0092846593947424633 -0.0040250070939318178 0.010872435999708871 -0.018792229640010236 0.00091801000210212135 -0.024308541541690036 0.017207329511540841 0.0027620535660965945 -0.0051765786915811927 0.0069962719006153142 -0.010117408435096856 0.002408930669930664 0.02920557260178264 0.01002063199605159 0.00047959636029777306 0.001089171456541646 0.037402643616440925 0.0039324969971817258 0.0089935041741095595 0.01193380886868136 0.004925241743660904 -0.015239991115660219 -0.0011289386290326824 0.00026025160495113213 0.012641644437737546 -0.0079002177573098149 -0.026746742494678528 -0.014683322098607548 leaf_weight=6.8677842766046551 5.2665524333715421 9.1605996787548118 6.9969381690025312 64.70494569838047 5.8929711282253256 26.20932175219059 46.794646397233009 6.7684060037136069 6.0177822411060333 21.309627339243889 8.0550335347652418 10.011518135666845 6.4666949659586015 2561.4545219615102 9.2102753371000272 10.058348640799521 9.1199087202548998 37.032722502946854 28.768496945500374 23.320201426744461 19.422628924250603 1646.6093410104513 2874.5059280917048 19.867138683795929 15.900007769465445 12.216990381479262 5.8567679300904274 leaf_count=25 19 30 24 224 28 85 164 24 20 75 28 34 23 9220 30 33 37 127 97 81 75 6007 10308 72 57 44 26 internal_value=0.000172625 0.000187187 0.00267912 0.00107577 -0.00325814 0.00570638 0.00794809 0.0110708 -0.00686807 -0.00181595 0.0151097 0.0204458 0.000114655 0.000660602 0.0175261 0.0266873 0.000495381 0.000600934 -0.000198278 -0.00688253 -0.009114 -0.000112994 0.000375925 -0.000964771 -0.000274244 -0.0204629 -0.00963694 internal_weight=7503.87 7492.74 211.922 177.926 91.9075 86.0187 73.004 33.9956 13.0147 86.0146 27.2272 19.1721 7280.82 2652.77 25.7353 16.525 2627.03 2598.49 4628.06 58.305 28.5425 4569.75 2903.27 1666.48 39.2202 19.0848 11.1233 internal_count=27017 26972 736 620 327 293 249 116 44 299 92 64 26236 9545 86 56 9459 9347 16691 207 112 16484 10405 6079 138 69 45 is_linear=0 shrinkage=0.03 Tree=296 num_leaves=31 num_cat=0 split_feature=6 9 3 11 5 9 4 3 7 13 2 8 3 11 10 10 8 7 5 13 10 4 3 13 8 9 5 4 6 8 split_gain=3.97893 4.48709 3.6915 4.67522 6.64728 4.64123 5.6226 4.90851 4.46374 4.46063 4.18292 4.09552 3.87102 5.82272 3.37973 3.35933 5.76864 4.79594 3.78288 3.36165 3.33654 3.90275 3.26337 3.20691 3.18492 3.03857 3.86682 2.9809 2.93032 6.31675 threshold=0.90000000000000013 2.9000000000000004 0.90000000000000013 0.50000000000000022 1.5150000000000008 7.5000000000000009 2.2150000000000007 4.1000000000000005 0.70000000000000007 3.7000000000000006 0.70000000000000007 7.1000000000000005 1.5000000000000002 1.0000000180025095e-35 0.83333333333333337 -0.33333333333333309 3.1000000000000005 0.3000000000000001 1.0750000000000008 2.5000000000000004 -0.66666666666666663 1.3050000000000008 0.90000000000000013 1.9000000000000001 8.7000000000000011 5.9000000000000012 1.5250000000000006 1.3450000000000006 2.1000000000000005 4.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 14 9 6 7 10 -7 11 -4 -5 -10 -14 23 16 18 -17 -3 -18 -1 -22 -20 -2 -25 26 -19 -21 -16 -30 right_child=2 15 5 4 -6 8 -8 -9 12 -11 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3764.6996757537127 8.4490731358528119 96.261295460164547 100.37270100414753 157.94050980359316 18.868632011115551 523.21396981924772 350.49436172097921 8.1374432146549207 34.052561312913895 17.434313639998436 26.143039360642433 36.113701537251472 949.15474593639374 5.5928975418210021 259.84535186737776 202.00510813295841 59.49189592897892 15.275896638631822 14.3611843585968 leaf_count=85 185 20 2265 562 136 228 508 33 279 151 11978 37 275 287 595 61 1978 1541 27 125 65 144 109 3297 23 907 720 296 50 50 internal_value=-7.67405e-05 -0.00143771 0.000251257 -0.00108375 -0.00480673 0.000636245 0.000379285 0.000531185 0.00387619 -0.00263212 0.000484259 -0.000446281 0.00216802 -0.000227345 -0.000302627 -0.00111481 0.000471983 -0.00238704 0.0103067 -0.000320147 -0.00946551 -0.00509963 0.00740804 -0.000990457 -0.000589461 -0.00273434 -0.00399262 -0.00555821 0.00339503 0.012051 internal_weight=8022.1 1557.89 6464.21 1446.89 250.927 5017.32 4648.64 4552.15 368.683 209.394 4541.84 167.622 290.811 196.634 1195.96 1497.65 666.435 831.213 49.6762 616.758 60.2404 43.5774 44.2511 1008.38 954.748 812.345 552.499 93.5445 187.578 29.6371 internal_count=27017 6078 20939 5086 886 15853 14784 14276 1069 750 14243 599 841 562 4200 5784 2555 3229 156 2399 294 209 136 3505 3320 3168 2261 421 695 100 is_linear=0 shrinkage=0.03 Tree=297 num_leaves=31 num_cat=0 split_feature=7 4 13 3 6 5 4 8 0 10 5 3 5 7 3 5 11 9 0 5 13 5 2 10 2 7 12 5 2 5 split_gain=3.79742 4.52861 4.43442 4.0621 3.8337 3.96524 4.4292 3.72916 5.74812 4.53756 3.20076 3.19913 4.10705 3.22215 3.45407 4.84931 2.90897 2.88156 2.91524 2.7856 2.77863 2.56088 7.30839 2.57275 2.55623 2.54482 2.3315 6.07124 2.97888 3.5481 threshold=1.3 2.2350000000000008 3.3000000000000007 1.0000000180025095e-35 0.70000000000000007 1.4450000000000007 2.0950000000000011 6.7000000000000002 475.00000000000006 1.1666666666666672 2.1550000000000011 3.7000000000000006 2.5950000000000011 0.3000000000000001 0.90000000000000013 2.1050000000000009 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0.000520517 -0.000697613 0.000338441 0.000289721 -1.01094e-05 0.000804791 0.00282445 0.00995488 0.0018443 0.00525452 -0.000457232 -0.0115064 -0.000395431 -0.00480661 -0.00673363 0.00640392 0.00464481 0.00608882 -0.00108883 0.0155847 -0.000238646 0.002303 -0.000462598 0.00640261 -0.00855669 -0.00439477 -0.0030883 -0.00426174 0.00157086 internal_weight=9219.19 4728.53 4490.66 4553.4 4539.98 4059.76 2312.68 480.224 58.0344 422.19 175.13 4216.51 23.4527 4193.06 143.917 122.805 162.11 136.043 122.629 1747.08 26.067 4049.14 327.889 3721.25 21.1119 13.4135 274.149 224.16 212.175 57.4642 internal_count=27017 13436 13581 12814 12775 11397 6380 1378 187 1191 622 12719 109 12610 479 419 585 491 446 5017 94 12131 924 11207 60 45 862 682 639 164 is_linear=0 shrinkage=0.03 Tree=298 num_leaves=16 num_cat=0 split_feature=6 4 4 2 11 8 13 5 9 8 4 8 12 5 4 split_gain=1.18034 1.40693 1.21844 2.31782 2.03437 2.51537 2.46861 1.59337 1.20392 1.28366 2.58061 1.18647 0.821767 0.234471 0.00261658 threshold=1.0000000180025095e-35 1.7000000000000004 2.8450000000000011 3.7000000000000006 0.33333333333333326 8.1000000000000014 2.3000000000000007 1.4450000000000007 10.500000000000002 8.7000000000000011 1.5150000000000008 1.1000000000000003 5.3000000000000016 1.5550000000000008 2.475000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 8 6 -6 -4 12 9 11 -11 -2 -5 -3 -9 right_child=2 13 4 7 5 -7 -8 14 -10 10 -12 -13 -14 -15 -16 leaf_value=-0.00039075523347222415 -0.0096129841033009058 -0.011908765249860627 0.034019138935645871 -0.012027999180826525 -0.015074982515893266 0.013756318194620127 0.0035158209535279764 -0.023393871148872029 0.011581263876642205 0.016349610419092445 -0.0062921124821932089 0.00022533028331351787 0.011164139652222765 -0.023293392873752816 -0.022203065304520857 leaf_weight=9.1907638311386091 11.048613563179968 2.8175776153802863 4.4227291867136973 2.8819909766316396 5.7309546768665296 5.1896138116717339 5.1897515133023262 3.0911433696746826 8.3391190916299802 4.9639936983585349 51.87997529655695 7378.9789123758674 2.6296482756733894 3.8568224757909775 3.5887789353728294 leaf_count=34 43 20 19 23 24 22 25 18 29 19 262 26411 18 22 28 internal_value=0.000170209 -0.00800393 0.000187528 0.000167461 0.00748547 -0.00137393 0.0175505 -0.0129026 0.000188834 0.000176077 -0.00431489 0.000210621 -0.00096284 -0.0184874 -0.0227541 internal_weight=7503.8 15.8652 7487.94 7467.4 20.533 10.9206 9.61248 12.1916 7455.21 7446.87 56.844 7390.03 5.51164 6.6744 6.67992 internal_count=27017 76 26941 26851 90 46 44 87 26764 26735 281 26454 41 42 46 is_linear=0 shrinkage=0.03 Tree=299 num_leaves=31 num_cat=0 split_feature=2 11 7 2 9 8 5 4 7 2 4 8 10 2 4 4 13 12 9 8 9 2 9 10 11 9 4 10 7 9 split_gain=3.81929 4.12582 3.99458 4.9407 5.36165 6.30624 4.41513 3.80711 3.72625 3.36123 3.03767 3.42114 2.99681 2.70239 3.37955 3.52865 3.43307 3.33106 2.63449 4.77195 2.99971 2.59192 2.91187 2.54448 2.5271 2.50893 2.46764 2.32942 2.25794 2.01326 threshold=2.3000000000000003 -1.8333333333333328 2.1000000000000005 0.50000000000000011 3.7000000000000006 3.1000000000000005 2.0750000000000011 1.5250000000000006 0.3000000000000001 0.3000000000000001 1.3450000000000006 4.5000000000000009 0.50000000000000022 1.9000000000000001 1.6750000000000003 1.195000000000001 3.5000000000000004 3.7000000000000006 3.5000000000000004 3.1000000000000005 6.5000000000000009 1.7000000000000004 5.9000000000000012 -2.8333333333333326 -2.8333333333333326 3.9000000000000004 1.1450000000000007 1.1666666666666672 1.5000000000000002 8.9000000000000021 decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -5 7 -3 -6 -4 -2 12 -12 14 15 16 -1 -15 19 -11 -20 22 -16 -13 -17 -14 -8 29 -29 -25 right_child=10 2 9 4 8 -7 26 -9 -10 18 11 23 25 17 21 24 -18 -19 20 -21 -22 -23 -24 27 -26 -27 -28 28 -30 -31 leaf_value=0.0063857605286038533 -0.017921627532464027 0.0028944235100936038 -0.015680772114469523 0.004690767705470957 0.0054494217199589625 -0.003048690715100639 0.0056733340224737801 -0.0091549359330962768 0.0002159955278793203 -0.013660488604196757 -0.0019349222713317602 0.017733145498362607 -0.0069874659960909215 -0.019799841717261138 0.018986091707653616 0.015530238258087803 0.026189752393123242 0.0062366144781355066 -0.0035223860146213208 0.0039932309062351602 0.0035768447355907372 0.031779593842717106 -0.0045423462025627982 -0.0059086518237358356 -0.0011699037758748747 0.011227671841324356 0.020714317341093781 -0.003747755671022748 0.0061888661560501913 0.0098190393217519028 leaf_weight=41.058871060609818 11.488795191049574 437.41654628515244 16.187021240592003 107.29144288599491 125.45739412307739 810.78713425248861 21.008733808994293 24.945791244506836 5100.3623021021485 15.60211858153343 64.163397386670113 4.892237313091754 8.2532042115926725 8.806219235062601 12.485946357250219 9.0024987757205945 9.7485623955726606 8.883830860257147 497.43817108124495 118.03108362853527 60.031749434769154 6.5615469440817824 7.6249831765890113 254.78385143354535 86.628905415534973 38.8009397611022 18.427585244178772 51.263386070728302 34.387799575924873 7.5418976992368689 leaf_count=115 44 1289 52 342 365 2965 60 82 16333 56 260 27 38 36 41 26 28 30 1846 475 196 23 24 1352 263 138 52 240 195 24 internal_value=-7.55362e-05 8.8847e-05 -2.41691e-05 0.000203946 -2.98238e-05 -0.00214422 0.00306616 0.00224433 0.000341636 -0.00216754 -0.00268305 -0.00230581 0.00228223 0.0044442 0.00558551 0.00379659 0.0101856 -0.0067245 -0.00185103 0.0019321 -0.0027579 0.0154072 0.0100654 -0.00375188 0.000402205 0.00803277 0.0127016 -0.00405394 0.000241664 -0.00545648 internal_weight=8019.36 7543.79 7352.99 6645.7 6143.9 918.079 501.799 462.362 5225.82 707.29 475.576 464.087 111.218 190.801 173.111 146.439 50.8074 17.6901 691.103 133.633 557.47 26.6725 20.1109 352.869 95.6314 47.0541 39.4363 347.977 85.6512 262.326 internal_count=27017 24699 24113 21488 20005 3307 1483 1371 16698 2625 2318 2274 436 586 520 432 143 66 2573 531 2042 88 65 1838 289 176 112 1811 435 1376 is_linear=0 shrinkage=0.03 Tree=300 num_leaves=31 num_cat=0 split_feature=8 7 10 6 5 5 9 11 4 0 6 2 3 9 11 5 6 8 13 8 13 4 8 12 4 8 11 9 11 5 split_gain=3.69576 6.11404 4.20016 3.99213 3.80821 3.77053 5.27742 4.6766 3.94339 3.70377 3.55846 3.51883 5.3921 4.07396 3.60625 3.45614 3.34483 3.2488 6.47301 3.66204 3.01441 2.98107 2.92946 3.80372 3.66229 2.87864 2.87347 2.8178 4.65631 2.72919 threshold=4.7000000000000002 0.90000000000000013 2.1666666666666674 0.70000000000000007 0.99000000000000021 0.92500000000000027 4.5000000000000009 -0.83333333333333315 0.91000000000000036 200.00000000000003 1.5000000000000002 2.7000000000000006 2.7000000000000006 8.9000000000000021 1.8333333333333337 1.0050000000000006 2.3000000000000003 7.1000000000000005 1.1000000000000003 7.5000000000000009 4.9000000000000012 2.4350000000000009 6.7000000000000002 5.3000000000000016 1.1750000000000005 3.5000000000000004 -1.1666666666666663 2.9000000000000004 -1.0000000180025095e-35 1.2650000000000006 decision_type=2 2 2 2 2 2 2 2 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 4 17 5 7 10 -1 -9 -4 -7 13 14 16 -13 -6 20 21 -19 -20 -3 -2 -5 24 -24 -8 -18 28 -17 -11 right_child=1 11 9 22 15 6 25 8 -10 29 -12 12 -14 -15 -16 27 26 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010585300005516241 0.0054561836791378743 0.0011024734346154965 -0.028856710770744545 -0.00301513961408084 -0.012664730417926543 0.015798073983529635 -0.012849973211984696 -0.0074164486580190515 0.0035353121841398137 -0.021882607229850401 0.0042142802336009944 0.0068883446631340132 -0.021329923031752691 -0.011335687884735228 -0.013957965675200827 0.0016859443217365491 -0.012596349566465579 -0.020645630909975829 -0.0099020431556299769 0.017890712152555853 0.013036224519892385 -0.015640794481308489 0.02343734575900314 0.021120176106758926 -0.00054000270514965713 0.0032357984371884866 -0.0014351032402933523 -0.00068699322643591082 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0.00633783 0.00116979 0.00455654 -0.00219114 0.00108783 0.000215813 -0.00247692 -0.00252102 -0.00085664 -0.00481209 -0.00566597 internal_weight=9215.97 5003.14 4212.83 1155.72 4178.84 377.094 139.218 237.876 205.113 33.988 95.4985 3847.42 190.122 3657.29 183.387 3801.74 3632.76 179.916 32.2605 17.5668 3396.39 147.655 975.808 195.972 187.797 43.72 236.37 3779.3 155.426 25.8334 internal_count=27017 14597 12420 3523 12322 1032 381 651 561 98 262 11074 667 10407 647 11290 10330 534 98 54 9650 436 2989 584 560 119 680 11227 435 75 is_linear=0 shrinkage=0.03 Tree=301 num_leaves=19 num_cat=0 split_feature=13 6 4 8 0 4 2 4 4 8 8 2 13 13 10 2 10 5 split_gain=1.17784 1.48137 7.73801 1.36049 3.24403 2.94692 4.02627 3.42417 2.89629 2.54007 2.149 3.53701 7.41516 4.99385 2.23403 4.15369 2.09841 0.791458 threshold=6.1000000000000005 3.3000000000000003 1.1150000000000007 2.9000000000000004 350.00000000000006 1.1250000000000007 0.90000000000000013 1.3750000000000007 1.7200000000000006 2.7000000000000006 3.9000000000000004 1.5000000000000002 2.9000000000000008 2.1000000000000005 1.5000000000000004 1.3 0.83333333333333337 1.5850000000000006 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 6 -1 -7 9 -6 11 13 -13 -5 16 -16 -12 -4 right_child=-2 2 17 10 8 7 -8 -9 -10 -11 14 12 -14 -15 15 -17 -18 -19 leaf_value=0.0059632336367254832 -0.012498493520951648 0.024402830869072672 -0.0018407661186918113 0.0062790699976330291 0.0018707395225465771 -0.014623954533540826 -0.0074539600843904459 0.00045721679567816721 0.021645426643519629 -0.0038764393370269061 8.1372923360673491e-05 -0.0048603526109156593 0.0040025937815258003 0.0011373772798401285 0.011724795629236692 0.0011548272292424108 -0.0017102545264377504 -0.016692898191604112 leaf_weight=36.900920256972313 6.6014595329761496 12.364861667156221 6.9296189546585065 213.03459265828133 201.64214070141315 44.003546565771103 44.286984413862228 19.578160911798477 5.6122746765613547 105.38310499489307 4639.9604933783412 211.04589489102364 142.20413038134575 841.71548473834991 38.533059880137444 254.16609278321266 673.78818783909082 6.0471338778734207 leaf_count=127 25 39 23 712 709 157 157 68 21 359 16947 751 492 2818 123 983 2484 22 internal_value=0.000167923 0.000179076 0.00742011 0.000154518 -0.00143074 -0.00514348 -0.00135568 -0.00998014 0.000288477 -0.000101918 0.000257891 0.00130571 -0.00129249 0.00217588 -5.2568e-06 0.00254634 -0.000145807 -0.00876182 internal_weight=7503.8 7497.2 25.3416 7471.86 457.407 144.77 81.1879 63.5817 312.638 307.025 7014.45 1408 353.25 1054.75 5606.45 292.699 5313.75 12.9768 internal_count=27017 26992 84 26908 1598 509 284 225 1089 1068 25310 4773 1243 3530 20537 1106 19431 45 is_linear=0 shrinkage=0.03 Tree=302 num_leaves=31 num_cat=0 split_feature=6 9 3 11 5 9 4 3 13 7 2 8 3 11 10 8 10 8 7 5 13 3 10 9 11 0 10 13 8 13 split_gain=3.72224 4.31328 3.44479 4.49799 6.46315 4.40822 5.29284 4.67835 4.29814 4.27242 3.92598 3.90409 3.71945 5.60075 3.29813 3.28586 3.25589 5.49307 4.50482 3.55773 3.22459 3.12225 3.08529 2.89727 3.77958 2.87318 3.99715 2.80839 3.36141 3.03587 threshold=0.90000000000000013 2.9000000000000004 0.90000000000000013 0.50000000000000022 1.5150000000000008 7.5000000000000009 2.2150000000000007 4.1000000000000005 3.7000000000000006 0.70000000000000007 0.70000000000000007 7.1000000000000005 1.5000000000000002 1.0000000180025095e-35 0.50000000000000022 5.7000000000000002 -0.33333333333333309 3.1000000000000005 0.3000000000000001 1.0750000000000008 3.3000000000000007 0.90000000000000013 -0.66666666666666663 5.9000000000000012 -0.66666666666666619 200.00000000000003 -0.33333333333333309 1.9000000000000001 7.9000000000000012 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 14 8 6 7 10 11 -7 -4 -5 -11 -14 27 22 17 19 -18 -3 -19 -21 -1 24 -20 -24 -27 29 -29 -2 right_child=2 16 5 4 -6 9 -8 -9 -10 12 -12 -13 13 -15 -16 -17 18 20 23 21 -22 -23 25 -25 -26 26 -28 28 -30 -31 leaf_value=-0.019246939950411556 -0.0004195035389983401 0.032806293439246806 0.0024059224962655217 -0.0014818193696575963 -0.015552162627380371 0.010021052939103242 -0.0066158774751414835 0.020827885413602028 -0.011206161026544443 0.0070000990878109313 6.4343765022624246e-05 0.019352162580889828 -0.0054174059963260478 0.0047122744572720343 0.0023690410690903499 -0.021430309003825719 0.012137979604745688 2.45141314379955e-05 8.1752650319335545e-05 -0.0095952571213293331 -0.015325213802608664 0.011008401539729387 0.017669289928375069 -5.6144706953318521e-05 -0.0054503260503578222 0.01566002365288191 -0.011212205378625615 -0.0010797550721335261 0.013609896255265156 -0.01613500592236683 leaf_weight=10.721441216766832 21.307697862386703 5.5083368420600882 777.54569402337074 158.96270277351141 41.282359257340431 77.713011488318443 95.764418430626392 10.177442923188208 41.493648380041122 94.323170870542526 3764.059609092772 8.5293578207492811 96.239817604422569 100.34323817491531 312.06848022341728 15.034320313483475 18.925577238202095 603.35016739368439 154.44044194370508 8.1004671305417997 12.573980271816252 36.205253660678864 6.204200640320777 259.71790800243616 396.53061778843403 6.5072403699159613 21.251269638538364 824.53810580074787 14.262289084494112 23.009294062852859 leaf_count=49 71 20 2265 562 136 228 508 33 151 279 11978 37 275 287 1126 95 61 2339 632 27 60 109 25 907 1629 28 97 2862 59 82 internal_value=-7.45785e-05 -0.00139229 0.000242546 -0.00104783 -0.00470498 0.00061438 0.000363916 0.000510763 -0.00256227 0.00377222 0.000465234 -0.000420871 0.0021029 -0.000246844 -0.000282033 -0.00929848 -0.00107655 0.000486131 -0.00233055 0.0100683 -0.000288848 0.00724141 -0.00521664 -0.00266832 -0.00389965 -0.000787518 -0.00491273 -0.00121885 -0.000829984 -0.00857896 internal_weight=8016.69 1555.07 6461.62 1445.45 250.268 5016.17 4647.55 4551.78 208.986 368.619 4541.61 167.492 290.906 196.583 1195.19 59.7185 1495.35 665.738 829.615 49.8141 615.924 44.3057 44.6842 810.689 550.971 33.9627 27.7585 883.117 838.8 44.317 internal_count=27017 6078 20939 5086 886 15853 14784 14276 750 1069 14243 599 841 562 4200 294 5784 2555 3229 156 2399 136 199 3168 2261 150 125 3074 2921 153 is_linear=0 shrinkage=0.03 Tree=303 num_leaves=31 num_cat=0 split_feature=5 0 3 8 6 10 2 4 4 0 9 3 2 11 3 13 4 11 2 4 5 5 9 10 9 2 9 13 4 4 split_gain=3.61706 3.63366 3.76169 4.42216 3.45459 5.82808 4.43571 3.29787 4.89368 3.05037 2.97414 2.76537 2.69622 2.57251 3.89449 3.00298 2.56491 2.51756 2.83385 3.95784 2.27892 2.25587 3.52864 2.77655 3.08282 2.69679 2.47517 2.15061 2.64995 2.05409 threshold=0.76500000000000024 725.00000000000011 2.9000000000000004 8.5000000000000018 1.7000000000000004 -1.4999999999999996 2.3000000000000003 1.3050000000000008 1.2350000000000005 350.00000000000006 4.9000000000000012 0.90000000000000013 1.0000000180025095e-35 2.1666666666666674 3.7000000000000006 1.5000000000000002 2.515000000000001 0.50000000000000022 1.1000000000000003 1.1650000000000007 0.7150000000000003 1.2550000000000006 2.3000000000000003 -1.4999999999999996 6.5000000000000009 2.9000000000000004 7.1000000000000005 3.3000000000000007 1.4850000000000005 1.2550000000000006 decision_type=2 2 2 2 2 2 2 2 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 13 5 10 -7 8 -3 11 -2 27 -6 15 -15 -4 -14 18 19 -11 -21 22 -9 24 -23 -24 -25 28 -1 -20 right_child=1 7 3 -5 12 6 -8 21 -10 17 -12 -13 16 14 -16 -17 -18 -19 29 20 -22 23 25 26 -26 -27 -28 -29 -30 -31 leaf_value=0.016317543196655838 0.0070122054708837422 0.00048599499068910043 0.004807810902160062 0.023239177020668716 0.014263488215443843 -0.00027568062484512073 0.0029224833562389481 -0.015487712068958529 0.027771502548547464 -0.01325164144684632 0.0013451568614411414 -0.0098601602831143373 -0.001285564671027488 0.012271480109785579 -0.018208323415130356 -0.0083516218511804335 0.017099785648887412 0.022617077923340032 0.025755783701775128 -0.0012292422118729582 0.021092678814046383 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0.000185617 -3.97135e-05 0.00235766 0.0132632 0.00495023 0.00403604 -0.000563486 -0.00116582 -0.00545159 0.00463122 -0.00680071 -0.00123219 0.00886076 0.00664967 -0.000338963 0.00924201 0.00180792 0.00557732 0.000665123 -0.006456 0.00695224 0.00163538 0.00450367 0.00937578 0.0123362 internal_weight=9212.75 9085.42 8590.34 175.18 8415.16 6045.6 5711.36 495.078 23.7589 127.326 334.235 52.8329 2369.56 170.203 20.0862 150.117 2359.41 74.4927 64.1773 28.7922 16.5284 471.319 109.65 361.669 43.3688 102.932 318.3 34.1949 24.0917 35.3851 internal_count=27017 26655 25037 714 24323 17340 16386 1618 66 362 954 147 6983 699 82 617 6951 215 184 78 45 1552 420 1132 133 398 999 95 67 106 is_linear=0 shrinkage=0.03 Tree=304 num_leaves=19 num_cat=0 split_feature=13 6 4 8 0 4 2 4 4 8 8 2 13 13 10 4 6 13 split_gain=1.14208 1.41528 7.36057 1.31386 3.13521 2.84273 3.88134 3.32526 2.75704 2.44196 2.03321 3.41242 7.12931 4.77634 2.13507 4.03531 2.044 0.777748 threshold=6.1000000000000005 3.3000000000000003 1.1150000000000007 2.9000000000000004 350.00000000000006 1.1250000000000007 0.90000000000000013 1.3750000000000007 1.7200000000000006 2.7000000000000006 3.9000000000000004 1.5000000000000002 2.9000000000000008 2.1000000000000005 1.5000000000000004 1.1650000000000007 3.1000000000000005 5.1000000000000005 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 6 -1 -7 9 -6 11 13 -13 -5 16 -16 -12 -4 right_child=-2 2 17 10 8 7 -8 -9 -10 -11 14 12 -14 -15 15 -17 -18 -19 leaf_value=0.0058201522022270696 -0.012346271996400829 0.023674677954275927 -0.016694919428829148 0.0061329456406717768 0.0018312373707165827 -0.014434254279076814 -0.0073518211292741883 0.00044258452260614536 0.02100899849991501 -0.0038063803082452287 -0.00017344669264235683 -0.0047868304772170885 0.0039016342234171508 0.0011102366821746656 0.019148609251941957 0.0017467243959515945 0.010127132233580178 -0.0019118175273197802 leaf_weight=37.007986336946487 6.5604069530963889 12.482536017894747 5.8693899959325773 213.61762762069702 201.8181906491518 43.6810662150383 44.156192615628242 19.585064888000488 5.6712990403175345 105.19206289947033 5295.265128351748 210.60612198710442 142.51281945407391 842.18490445613861 12.528658285737036 280.48906476050615 17.395022556185722 7.0503703653812408 leaf_count=127 25 39 21 712 709 157 157 68 21 359 19373 751 492 2818 40 1066 58 24 internal_value=0.000165371 0.00017632 0.00724549 0.000152286 -0.00140611 -0.00506176 -0.00134587 -0.00982889 0.000282474 -0.000100401 0.00025384 0.00127262 -0.00128031 0.00212647 -2.21937e-06 0.00249078 -0.00013972 -0.00862772 internal_weight=7503.67 7497.11 25.4023 7471.71 457.112 144.43 81.1642 63.2661 312.682 307.01 7014.6 1408.92 353.119 1055.8 5605.68 293.018 5312.66 12.9198 internal_count=27017 26992 84 26908 1598 509 284 225 1089 1068 25310 4773 1243 3530 20537 1106 19431 45 is_linear=0 shrinkage=0.03 Tree=305 num_leaves=24 num_cat=0 split_feature=11 6 9 10 3 5 7 2 0 3 10 13 8 4 3 6 11 2 2 8 8 9 2 split_gain=3.68024 3.68041 4.62567 4.10167 3.90667 3.44385 4.85983 3.38134 3.71968 5.1584 2.88607 4.01054 3.14539 2.84274 4.87517 3.22085 2.71825 3.20463 2.41782 2.23237 1.61361 1.31621 1.08672 threshold=-3.4999999999999991 1.1000000000000003 9.5000000000000018 0.33333333333333326 3.7000000000000006 1.0250000000000006 0.50000000000000011 0.90000000000000013 575.00000000000011 0.90000000000000013 1.5000000000000004 2.3000000000000007 5.9000000000000012 1.5050000000000006 0.90000000000000013 2.9000000000000004 1.1666666666666672 2.7000000000000006 3.3000000000000003 2.3000000000000003 5.1000000000000005 5.9000000000000012 1.1000000000000003 decision_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 4 22 13 6 -2 8 19 -10 12 -12 -8 14 -3 -15 17 -9 -18 -7 21 -6 -4 right_child=1 2 3 -5 20 7 10 16 9 -11 11 -13 -14 15 -16 -17 18 -19 -20 -21 -22 -23 -24 leaf_value=0.024119942061542523 0.019097937713947973 -0.0012558653360163761 0.028487428608795395 -0.0012122614302486727 0.026743374628443971 -0.014073070663212749 -0.0044532188509943367 -0.00061203418676361761 -0.0084809291257106536 0.011609498756983725 -0.0099050793504521732 0.031236495749361645 -0.013885148562151476 -0.0009130343638682983 0.001311102410697347 0.010094053528283754 -0.005109599753120064 -0.0066695366098779756 0.014433427577171315 0.000650412053408805 0.0020985117850524648 0.010177046790582312 0.013761906757773378 leaf_weight=5.6549791991710654 7.2641607299447051 874.6601989120245 9.037044852972036 12.517018899321554 7.2007279396057191 9.4533054828643781 129.03547193109989 1469.1544051393867 14.330041348934172 58.285914063453674 4.1774402111768705 4.3561998009681702 42.237171430140734 1755.6776754111052 2789.4990292340517 24.256470888853073 204.98515387624502 83.044996798038483 5.8603576719760886 472.89214478433132 10.699603140354155 10.775568798184393 9.0047107338905317 leaf_count=17 29 2847 26 36 23 28 554 5477 51 182 22 24 241 6281 8245 76 750 513 27 1474 33 35 26 internal_value=-7.31029e-05 -9.01864e-05 0.000343718 0.0119831 0.000278726 -0.00104342 -0.00495892 -0.000727425 0.00131482 0.00764485 -0.00593082 0.0110966 -0.00677921 0.000220554 0.000698349 -0.000763033 -0.00137027 -0.00093612 -0.00456641 0.000361852 0.0113227 0.016813 0.0211379 internal_weight=8014.06 8008.4 5503.33 30.5588 5472.77 2505.08 187.07 2318.01 554.961 72.616 179.806 8.53364 171.273 5444.09 3664.16 1779.93 1763.04 1552.2 210.846 482.345 28.6759 17.9763 18.0418 internal_count=27017 27000 17628 88 17540 9372 870 8502 1735 233 841 46 795 17449 11092 6357 6767 5990 777 1502 91 58 52 is_linear=0 shrinkage=0.03 Tree=306 num_leaves=27 num_cat=0 split_feature=3 9 6 9 5 3 8 10 10 12 8 10 4 4 5 8 5 4 9 9 9 8 0 13 10 4 split_gain=3.5669 3.47837 4.42343 3.76774 3.6245 3.88113 3.72243 3.54705 3.52586 6.19505 3.68276 3.01904 2.58715 3.06206 3.59779 2.96985 3.15166 3.24469 2.69089 2.51696 2.37047 3.61281 2.90417 2.28813 1.95492 0.976251 threshold=1.0000000180025095e-35 6.3000000000000016 2.3000000000000003 4.7000000000000002 1.8250000000000002 0.3000000000000001 4.5000000000000009 -3.1666666666666661 -1.4999999999999996 3.3000000000000007 4.9000000000000012 -1.4999999999999996 0.99000000000000055 1.0250000000000006 1.3650000000000007 5.9000000000000012 1.5650000000000006 0.9650000000000003 6.7000000000000002 6.1000000000000005 8.9000000000000021 4.1000000000000005 725.00000000000011 3.3000000000000007 0.33333333333333326 1.2550000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=24 2 7 4 5 -4 -6 -2 9 -9 -10 25 15 14 -14 16 23 -18 -16 -13 22 -22 -15 -3 -1 -5 right_child=1 12 3 11 6 -7 -8 8 10 -11 -12 19 13 20 18 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=0.0044130857193658366 -0.020097666030887626 -0.018667579359638968 0.019981488849759328 -0.02783727309416683 -0.0013239165803227346 -0.0015259524387192702 0.025311536797742267 0.0056378185628278704 -0.00044311047798032988 -0.0026948425990507832 0.00097507537736429546 -0.0053260694909352231 0.029990924666782017 -0.0013287628112738218 -0.013672817276427903 0.013179631758120508 0.00029959973052286437 -0.015197464566133127 0.009338177869035175 0.0049570155152243679 0.0067653672411176619 -0.0099070008117219752 0.003963626754847795 -0.0034264293398554658 0.023370559101805195 -0.011439988634438325 leaf_weight=11.336508169770243 7.6040693372488013 26.593376159667969 7.7416663765907279 6.122279226779936 9.0838323086500186 307.13040712475777 9.8349927961826307 273.0116849988699 3421.9724336564541 113.76143337786198 3178.8658146113157 217.74209368228912 5.6777004301548031 1284.66436830163 6.1529452055692699 7.1011035442352286 56.032478496432304 15.529556602239607 17.819643780589104 23.760228782892227 14.681162588298319 57.557421565055847 100.62629510462284 13.298297315835951 8.6168137043714506 7.0089290738105774 leaf_count=33 23 82 21 21 32 877 30 773 9821 345 9189 664 16 3998 21 21 210 60 60 74 56 198 305 40 26 21 internal_value=-7.0496e-05 -9.80077e-05 0.000170567 -0.00232758 -0.000230875 -0.000997155 0.0125226 0.000380706 0.000402991 0.00318694 0.000239867 -0.00507608 -0.00136644 -0.00102645 0.00851777 -0.00563142 -0.00682994 -0.00306339 0.00343204 -0.00431437 -0.0012206 -0.00651865 -0.000944328 -0.0135868 0.0125998 -0.019085 internal_weight=9209.33 9189.37 7583.64 588.424 333.791 314.872 18.9188 6995.22 6987.61 386.773 6600.84 254.634 1605.73 1487.18 29.6503 118.555 111.454 71.562 23.9726 241.502 1457.53 72.2386 1385.29 39.8917 19.9533 13.1312 internal_count=27017 26958 21891 1740 960 898 62 20151 20128 1118 19010 780 5067 4654 97 413 392 270 81 738 4557 254 4303 122 59 42 is_linear=0 shrinkage=0.03 Tree=307 num_leaves=16 num_cat=0 split_feature=6 8 4 2 11 8 13 5 9 8 8 7 8 12 4 split_gain=1.13932 1.42287 1.19522 2.22753 1.95711 2.43387 2.29585 1.57791 1.17426 1.20767 2.53174 1.14439 1.14085 0.796878 0.00243039 threshold=1.0000000180025095e-35 5.7000000000000002 2.8450000000000011 3.7000000000000006 0.33333333333333326 8.1000000000000014 2.3000000000000007 1.4450000000000007 10.500000000000002 8.7000000000000011 9.1000000000000014 1.1000000000000003 1.1000000000000003 5.3000000000000016 2.475000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 8 6 -6 -4 13 9 12 -11 -1 -2 -5 -9 right_child=2 -3 4 7 5 -7 -8 14 -10 10 -12 -13 -14 -15 -16 leaf_value=-0.025143056082429172 -0.009459550604530324 0.005108039236272283 0.032941942096955688 -0.011875154631456924 -0.014899713615180353 0.013490574636698982 0.00361001188769268 -0.023306104427486603 0.011418125717287462 -0.012070106771382431 0.00091950729787317227 -0.0053516111984931482 0.00021644995077660007 0.010998228447129317 -0.022146788729907226 leaf_weight=4.7289657667279226 10.983106076717375 5.1181799024343482 4.4864056929945964 2.8506465628743154 5.6782313138246518 5.212438702583313 5.1682218164205551 3.0317903384566307 8.3604443967342359 22.284242421388626 34.27464409917593 5.9225438237190247 7379.2799141183496 2.6405852809548378 3.5136003643274307 leaf_count=21 43 29 19 23 24 22 25 18 29 114 167 26 26411 18 28 internal_value=0.00016336 -0.00789184 0.000180325 0.000160444 0.00740622 -0.00131169 0.0172403 -0.0127348 0.000181264 0.000168648 -0.00419841 -0.0141384 0.00020207 -0.000875962 -0.0226838 internal_weight=7503.53 15.7697 7487.76 7467.22 20.5453 10.8907 9.65463 12.0366 7455.18 7446.82 56.5589 10.6515 7390.26 5.49123 6.54539 internal_count=27017 76 26941 26851 90 46 44 87 26764 26735 281 47 26454 41 46 is_linear=0 shrinkage=0.03 Tree=308 num_leaves=29 num_cat=0 split_feature=11 8 9 6 10 4 12 9 3 11 8 4 5 11 13 5 9 3 13 4 8 13 5 7 9 3 5 0 split_gain=3.5372 3.56597 6.06926 5.02081 5.10962 4.33264 5.22933 4.63535 4.08958 3.89548 3.82513 3.65796 3.21554 4.22668 3.16027 3.04296 3.00498 3.52514 3.24517 3.0772 2.71911 3.79358 3.59866 2.6775 6.47505 2.86928 2.05953 1.18299 threshold=-3.4999999999999991 5.5000000000000009 4.3000000000000016 2.7000000000000006 -1.0000000180025095e-35 1.5250000000000006 1.9000000000000001 3.7000000000000006 2.5000000000000004 -1.0000000180025095e-35 4.3000000000000016 0.87000000000000033 1.1750000000000005 -0.66666666666666619 4.7000000000000011 1.6250000000000002 3.1000000000000005 1.5000000000000002 3.5000000000000004 2.0450000000000008 2.9000000000000004 1.1000000000000003 1.0850000000000006 2.1000000000000005 3.5000000000000004 1.3 1.4750000000000008 475.00000000000006 decision_type=2 2 2 2 2 2 2 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 16 9 20 7 -7 12 -5 -8 27 13 -4 -14 -13 17 19 -19 -3 22 -22 -2 25 -25 -18 -6 -10 right_child=1 3 8 4 26 6 10 -9 11 -11 -12 15 14 -15 -16 -17 23 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 leaf_value=0.02368633465875402 -0.0037084925400214597 -0.0012095957927136019 0.002868285220945818 0.0034685335993196254 -0.011723066986059853 -0.002734304144938888 -0.00078100972857332107 0.019331897727255826 -0.019108706751200671 0.032587467719320078 -0.0073663708161875712 0.018866786777700095 0.0011234671243674412 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3814 35 23 internal_value=-7.19677e-05 -8.86932e-05 0.000316117 -0.001079 0.00976975 -0.0011668 -0.00397455 0.00714213 0.000964308 0.0215879 -0.00507542 0.00401424 0.000659124 -0.00175651 0.000992407 0.0046519 -0.0012583 -0.00591632 -0.0154092 -0.00308882 -0.000363312 -0.000873436 0.00320639 -0.00100423 -0.0043693 -0.000673767 -0.000532806 -0.0103395 internal_weight=8011.36 8005.72 5682.76 2322.97 37.7692 1728.45 384.573 34.6521 3954.3 17.5908 349.921 359.687 3594.62 435.817 3158.8 344.388 2285.2 118.2 27.1266 91.0733 1343.88 1175.85 168.033 2167 193.776 1973.22 20.1784 15.2993 internal_count=27017 27000 18263 8737 115 5973 1581 129 12290 53 1452 1024 11266 1544 9722 980 8622 542 116 426 4392 3864 528 8080 867 7213 62 44 is_linear=0 shrinkage=0.03 Tree=309 num_leaves=31 num_cat=0 split_feature=7 3 4 13 6 5 4 8 5 5 11 3 5 7 3 5 5 2 10 2 12 5 9 3 6 3 4 10 9 11 split_gain=3.4472 4.12329 4.03141 4.02126 3.53448 3.76849 4.48557 4.39162 3.61341 4.33331 3.00445 2.94493 4.02359 2.95809 3.31361 4.71474 2.67946 2.44785 2.43614 2.31424 2.26465 3.34771 5.1412 3.8833 2.41458 4.2252 4.01618 2.05655 2.03335 4.35506 threshold=1.3 1.0000000180025095e-35 2.2350000000000008 3.3000000000000007 0.70000000000000007 1.4750000000000008 1.1250000000000007 5.5000000000000009 1.4450000000000007 1.4250000000000007 1.8333333333333337 3.7000000000000006 2.5950000000000011 0.3000000000000001 0.90000000000000013 2.1050000000000009 1.4750000000000008 1.3 -2.4999999999999991 0.3000000000000001 4.3000000000000016 1.9900000000000007 5.3000000000000016 1.9000000000000001 2.7000000000000006 2.1000000000000005 1.4250000000000005 -1.0000000180025095e-35 5.1000000000000005 -0.83333333333333315 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 4 11 5 6 -3 -7 9 -6 28 13 27 14 17 -16 -10 -1 -15 -20 21 24 -23 -24 25 -5 -26 -13 -4 -30 right_child=1 2 10 20 8 7 -8 -9 16 -11 -12 12 -14 18 15 -17 -18 -19 19 -21 -22 22 23 -25 26 -27 -28 -29 29 -31 leaf_value=-0.0031689177964777091 0.016740778296794129 0.010106993959225043 0.0090312929547148868 -0.0053032767417774511 0.00049470817972310788 0.0022789941806674197 -0.00097302580225068166 0.011478871412178848 -0.004943464139675508 0.0069879998453951158 -0.013747890094864029 0.015663509310857596 -0.023325577057814052 -0.010265552038742598 -0.0094384854000927505 0.0053432569161755098 -0.00068832221435052398 0.017318477694876652 -0.0059774175399638545 -8.4871339230440689e-05 -0.017331128739540604 0.033855068062314204 0.017819073022521392 -0.011196204533447612 -0.0049244544793625679 -0.023029181826352132 0.0099235272488442487 -0.010189410752608813 0.015927940658313041 -0.0011813356336340967 leaf_weight=11.277862668037416 14.01998460292816 37.952414393424988 84.562786459922791 149.56451553106308 2214.8321824669838 117.99188984930515 246.21092772483826 77.286923617124557 145.28120754659176 96.529486864805222 7.4111891388893119 5.1625863313674927 11.837824538350104 21.645533844828606 97.995866313576698 24.219604790210724 1599.9009291231632 9.8180285394191724 60.907667338848114 3961.3320323228836 11.320385769009588 5.1120202690362957 6.6480816602706936 11.053916588425635 52.245311394333839 13.167962133884428 23.893472909927368 5.9734380543231982 16.914509743452072 64.254768654704094 leaf_count=33 42 103 321 444 6115 330 724 221 405 265 21 21 60 64 318 101 4612 27 197 11870 47 16 23 49 168 45 70 28 57 220 internal_value=-6.99447e-05 0.000495628 0.000447263 -0.000665791 0.00027577 0.00271166 0.000506804 0.0059201 -1.21276e-05 0.000765888 0.00494001 -0.000436996 -0.0111486 -0.000378225 -0.00461391 -0.00650917 -0.00104255 0.00636592 -0.000228117 -0.000174101 -0.00419415 -0.00362586 0.00735375 -0.000299359 -0.00467449 -0.00673762 -0.000264939 0.00179583 0.0057757 0.00238399 internal_weight=9206.33 4723.15 4709.13 4483.18 4535.99 479.442 284.163 195.279 4056.54 2311.36 173.143 4210.17 22.9738 4187.2 143.311 122.215 1745.18 21.0959 4043.89 4022.24 273.006 261.685 22.814 17.702 238.871 162.732 76.1388 11.136 165.732 81.1693 internal_count=27017 13436 13394 13581 12775 1378 827 551 11397 6380 619 12719 109 12610 479 419 5017 60 12131 12067 862 815 88 72 727 489 238 49 598 277 is_linear=0 shrinkage=0.03 Tree=310 num_leaves=21 num_cat=0 split_feature=11 11 4 10 5 8 7 4 2 4 12 5 5 5 4 5 10 10 9 9 split_gain=1.129 1.43141 3.10328 5.12548 3.37613 2.98114 4.46547 3.29011 2.06993 5.14837 2.80665 1.38207 1.42009 4.09275 3.42518 2.17239 3.22773 1.9297 1.28009 0.339721 threshold=3.1666666666666674 1.8333333333333337 2.015000000000001 0.83333333333333337 1.7650000000000006 3.7000000000000006 1.9000000000000001 1.2850000000000008 2.1000000000000005 1.7400000000000007 4.5000000000000009 3.0650000000000008 2.5050000000000012 2.6050000000000009 1.5750000000000008 2.475000000000001 1.0000000180025095e-35 -0.66666666666666663 3.7000000000000006 5.5000000000000009 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 5 4 -4 6 7 -3 9 -7 -10 12 15 17 -15 18 -17 -14 -1 -2 right_child=19 2 3 -5 -6 8 -8 -9 10 -11 -12 -13 13 14 -16 16 -18 -19 -20 -21 leaf_value=0.00096286914213182041 -0.0039038331657270486 0.0049183709450232888 0.032550088566341492 -0.011417544928419567 0.0076716179871087788 0.00028390297532842468 -0.016302732367739915 0.023234214397293926 0.023531901968373181 -0.017547866746065857 -0.0029194320302172428 0.011926749959431424 -0.024360338904630914 -0.0056386742031516454 0.0086752892053220919 -0.0013551047122331344 0.025477439658302212 -0.0077901248831647556 -7.5717643852272489e-05 -0.014447665415386307 leaf_weight=1306.4227600991726 5.2465649247169477 22.858666896820068 9.6195200234651619 6.2079126089811316 10.025816068053244 112.01958177983761 5.8026272505521765 14.379086866974829 7.0248705595731717 16.751252397894859 7.4272545427083969 8.8893117755651456 8.3300459533929807 31.661867454648018 28.66863414645195 8.6888837218284625 7.5325269252061835 26.281248673796654 5853.9521369338036 5.7801467254757881 leaf_count=4638 19 78 30 25 34 390 21 46 24 62 26 38 39 147 115 36 29 114 21080 26 internal_value=0.000161509 0.000175626 0.00260492 0.0123447 0.0198536 0.00125304 0.0081764 0.0119909 -0.000827527 -0.00203576 0.009938 0.000104849 9.03966e-05 -0.00355459 0.00116322 0.000138618 0.0111048 -0.0117781 0.000113774 -0.00943086 internal_weight=7503.57 7492.54 212.117 25.8532 19.6453 186.263 43.0404 37.2378 143.223 128.771 14.4521 7280.43 7271.54 94.9418 60.3305 7176.6 16.2214 34.6113 7160.37 11.0267 internal_count=27017 26972 736 89 64 647 145 124 502 452 50 26236 26198 415 262 25783 65 153 25718 45 is_linear=0 shrinkage=0.03 Tree=311 num_leaves=31 num_cat=0 split_feature=7 2 9 8 6 5 5 2 9 8 0 8 9 4 8 13 4 6 4 8 11 5 4 3 11 5 12 10 7 11 split_gain=3.40829 5.01015 5.17489 5.69668 3.9942 3.82109 3.60038 3.30274 3.47698 4.21297 3.89197 4.3434 3.51809 4.62833 3.44066 3.42823 3.23607 3.85975 3.21423 3.00288 6.03485 6.80457 5.96091 3.28736 3.17335 2.91316 3.71848 2.85153 2.74527 2.74067 threshold=2.1000000000000005 0.50000000000000011 3.7000000000000006 3.1000000000000005 0.70000000000000007 2.0750000000000011 1.4650000000000007 0.3000000000000001 3.5000000000000004 3.1000000000000005 200.00000000000003 3.3000000000000003 6.5000000000000009 1.7750000000000004 5.3000000000000016 4.7000000000000011 1.5250000000000006 3.1000000000000005 0.8500000000000002 2.5000000000000004 -1.0000000180025095e-35 1.4850000000000008 1.3750000000000007 3.9000000000000004 1.8333333333333337 2.1350000000000011 2.9000000000000008 1.1666666666666672 1.7000000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 -3 16 27 -2 9 -9 14 -12 13 -10 -11 -15 17 -1 -6 20 21 -4 -22 24 -21 26 -14 -5 -8 -7 right_child=7 2 19 6 18 29 28 8 12 10 11 -13 25 15 -16 -17 -18 -19 -20 23 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0031733137178016481 -0.015426850682225284 -0.016444830604491745 0.021463350633908435 -0.0045852469371105925 0.016160588553674367 0.004382919459698144 0.0023073992294539484 -0.012002757833724575 -0.0022867757064762369 0.0062099042049714092 0.027311541687703531 0.0011806483178096341 0.00042801838906746993 -0.011854782073131828 0.03709767828007849 0.0089642944142439476 -0.0082331617550093113 -0.018550552932244849 0.0031201687580133131 0.00022775082344994973 -0.0034617794908588344 0.0025068000296765659 0.021148242990215237 0.011559773589107453 -0.0038011725854463466 -0.014644450284103265 0.015887669915217527 0.0019867300587385218 -0.0071412559608998623 0.019871245905955841 leaf_weight=440.46599055826664 16.062425062060356 7.8628629297018042 30.903042152523994 613.2235834300518 21.225780785083771 21.634836405515671 160.9230774641037 16.00221848487854 458.61540555208921 7.3964165300130826 6.042250618338584 108.97973017394543 40.24937242269516 76.747869558632374 5.7837837487459183 7.8462697863578788 25.225789770483971 7.4859510064125052 85.674424290657043 5369.538687556982 80.851388454437256 37.995729878544807 9.9477520287036878 22.603700220584869 181.90770011395216 6.9774737805128089 21.472972549498081 65.794654347002506 33.423014849424362 19.595261484384537 leaf_count=1296 52 29 93 2388 66 62 530 58 1638 28 21 464 132 425 25 35 83 21 273 17729 236 106 31 72 561 21 78 281 127 56 internal_value=-7.09206e-05 0.000131249 -8.71232e-05 -0.00209224 0.00419156 0.00298476 -0.00291795 -0.00196551 -0.00167954 0.00251112 0.00432275 0.00255334 -0.00266713 -0.00347609 0.0197642 -0.00992377 0.00222153 0.00281028 0.00570943 0.000258429 0.00431451 0.0110093 -0.00076556 0.000142221 9.57326e-05 0.00372929 0.00580637 -0.00394844 0.00068245 0.011744 internal_weight=8008.46 7236.28 6721.88 988.127 114.763 514.408 873.364 772.176 756.114 144.204 128.202 115.022 611.909 543.21 13.1802 84.5941 473.178 447.952 106.9 5733.75 159.698 68.8988 90.7991 5574.05 5551.45 68.6998 61.7223 679.018 194.346 41.2301 internal_count=27017 24040 22522 3694 368 1518 3326 2977 2925 596 538 485 2329 2098 53 460 1400 1317 339 18828 466 199 267 18362 18290 231 210 2669 657 118 is_linear=0 shrinkage=0.03 Tree=312 num_leaves=31 num_cat=0 split_feature=5 0 3 8 7 5 3 5 4 4 3 0 3 11 3 13 11 2 4 11 5 5 9 10 12 2 9 13 4 4 split_gain=3.38865 3.34591 3.42828 4.2388 3.22395 4.34227 4.16147 3.32791 3.19409 4.71981 3.13301 2.92909 2.66337 2.48555 3.65432 2.87758 2.44427 2.73857 3.8 2.43021 2.19906 2.15423 3.39926 2.64012 2.97418 2.62924 2.40276 2.06286 2.56225 1.98133 threshold=0.76500000000000024 725.00000000000011 2.9000000000000004 8.5000000000000018 0.3000000000000001 2.1050000000000009 0.90000000000000013 2.8250000000000006 1.3050000000000008 1.2350000000000005 1.0000000180025095e-35 350.00000000000006 0.90000000000000013 2.1666666666666674 3.7000000000000006 1.5000000000000002 0.50000000000000022 1.1000000000000003 1.1650000000000007 0.50000000000000022 0.7150000000000003 1.2550000000000006 2.3000000000000003 -1.4999999999999996 3.7000000000000006 2.9000000000000004 7.1000000000000005 3.3000000000000007 1.4850000000000005 1.2550000000000006 decision_type=2 2 2 2 2 2 2 2 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 4 13 5 6 -2 10 9 -3 -6 12 27 15 -15 -4 17 18 -13 -7 -20 22 -10 24 -23 -24 -25 28 -1 -19 right_child=1 8 3 -5 7 19 -8 -9 21 -11 -12 16 -14 14 -16 -17 -18 29 20 -21 -22 23 25 26 -26 -27 -28 -29 -30 -31 leaf_value=0.015974945219069211 0.0050251372202927578 0.00047097986147725531 0.0047784306378821362 0.022805546845478173 0.013201729467113604 0.0011424018202924409 -0.010052590109742045 -0.016478916514058195 -0.015210107120802148 0.027301701147439746 -0.00012023354587300408 -0.01306258492886332 -0.0097368913706750524 0.011962648900100015 -0.017875125746045641 -0.0081132340611221095 0.022232321687525751 0.025263966365623815 -0.0013078619824468012 0.025939215867303609 0.020625885311304881 0.0019450954167927986 0.0087014309224736058 0.00051974673984430428 -0.013784112946640826 -0.0052381858733299503 0.0081280907420548734 -0.0070088968612938103 -0.0048802081568881384 0.0082319438193007872 leaf_weight=16.183724403381351 20.347550839185715 12.626455098390581 17.682655707001686 4.9904855191707602 15.918557956814764 10.317085236310957 86.556842416524887 11.172313049435614 6.7453387528657904 11.077482879161833 8259.1717721819878 12.260198414325716 18.614614963531494 15.129300668835642 4.8875864446163169 131.23591545969248 10.256846681237219 7.9307705760002127 8.7685989737510699 5.4288255572319022 7.7498556077480307 20.556235313415527 88.217566788196564 274.5354925096035 22.840939596295357 14.128169953823088 43.241083070635796 10.104662239551542 7.8852717727422705 27.330990940332413 leaf_count=44 58 35 70 15 46 46 283 46 22 31 23823 33 52 57 25 547 31 22 24 21 21 64 333 870 69 65 129 28 23 84 internal_value=-6.80997e-05 -0.000136213 -0.000274393 -0.00444339 -0.000188163 -0.00501642 -0.00718278 -0.000116697 0.00226471 0.0130097 -9.46065e-05 0.00479673 -0.000606549 -0.00524835 0.00467707 -0.00658247 0.00863576 0.0064581 -0.000408996 0.00969177 0.00898265 0.0017231 0.00541764 0.000607182 -0.00633355 0.00677716 0.00155504 0.00436681 0.00914256 0.0120626 internal_weight=9203.89 9076.81 8582.84 173.926 8408.91 122.65 106.904 8286.26 493.969 23.7039 8275.09 127.086 52.7883 168.935 20.0169 148.919 74.2973 64.0404 28.7787 15.7459 16.5185 470.265 109.091 361.174 43.3972 102.346 317.777 34.1737 24.069 35.2618 internal_count=27017 26655 25037 714 24323 408 341 23915 1618 66 23869 362 147 699 82 617 215 184 78 67 45 1552 420 1132 133 398 999 95 67 106 is_linear=0 shrinkage=0.03 Tree=313 num_leaves=20 num_cat=0 split_feature=13 6 4 8 0 4 2 4 2 4 6 8 5 5 11 10 2 10 5 split_gain=1.10993 1.34001 6.96381 1.232 3.01849 2.76362 3.72327 3.23499 2.63589 2.41227 2.15384 1.93067 3.32911 5.93757 3.32318 2.07176 3.9091 2.02336 0.758394 threshold=6.1000000000000005 3.3000000000000003 1.1150000000000007 2.9000000000000004 350.00000000000006 1.1250000000000007 0.90000000000000013 1.3750000000000007 0.50000000000000011 1.7200000000000006 2.1000000000000005 3.9000000000000004 2.0450000000000008 2.1750000000000012 -1.4999999999999996 1.5000000000000004 1.3 0.83333333333333337 1.5850000000000006 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 5 6 -1 -7 10 -10 -6 12 14 -14 -5 17 -17 -13 -4 right_child=-2 2 18 11 8 7 -8 -9 9 -11 -12 15 13 -15 -16 16 -18 -19 -20 leaf_value=0.0057045877005274604 -0.012210530688924687 0.022879823124881044 -0.0017346334000873838 -0.0059853597553123639 -0.014141675462004817 -0.014244890712677722 -0.0072019767743497758 0.00044663763010546216 0.00073507483258549117 0.020401995061246972 0.0049002995094053316 8.2411111870851715e-05 0.015082482232317321 0.00073449217950265243 0.001151872903732458 0.011323058608376957 0.0010975473752518421 -0.0016777286407847175 -0.016345233232251268 leaf_weight=37.091098815202713 6.5232596993446341 12.610861718654634 6.9119483530521375 61.635198637843132 18.971453294157985 43.358212560415268 43.954931363463402 19.580751165747643 280.44380056858063 5.7276422977447501 7.4435753971338263 4638.9628106057644 42.201038420200348 67.440692536532879 1238.5264073461294 38.774884194135666 254.43617651611567 673.07347451895475 5.949763223528862 leaf_count=127 25 39 23 218 68 157 157 68 974 21 26 16947 150 276 4129 123 983 2484 22 internal_value=0.000158869 0.000169632 0.00703872 0.000146213 -0.0013638 -0.00495788 -0.00129523 -0.00967425 0.000291728 0.0011287 -0.00877578 0.000244492 0.00123687 0.00625703 0.000813527 -5.10709e-06 0.00244979 -0.000140611 -0.00849342 internal_weight=7503.62 7497.09 25.4726 7471.62 456.571 143.985 81.046 62.939 312.586 286.171 26.415 7015.05 1409.8 109.642 1300.16 5605.25 293.211 5312.04 12.8617 internal_count=27017 26992 84 26908 1598 509 284 225 1089 995 94 25310 4773 426 4347 20537 1106 19431 45 is_linear=0 shrinkage=0.03 Tree=314 num_leaves=30 num_cat=0 split_feature=11 6 9 10 4 5 10 8 7 5 13 2 9 5 5 13 5 7 9 9 7 7 5 2 8 0 3 4 2 split_gain=3.40241 3.42247 4.03833 3.23818 3.72052 3.22353 3.07255 5.24385 4.26564 3.36372 3.31805 2.9644 3.37343 4.87269 4.0745 2.76454 3.28127 2.60441 2.58825 2.51614 5.21329 2.78348 4.56031 3.21968 2.29029 1.93103 1.31476 1.04659 0.0117672 threshold=-3.4999999999999991 0.90000000000000013 2.9000000000000004 -0.66666666666666663 1.3050000000000008 2.5050000000000012 -0.33333333333333309 3.1000000000000005 0.3000000000000001 1.0750000000000008 2.5000000000000004 0.70000000000000007 7.7000000000000002 2.475000000000001 1.4550000000000007 4.7000000000000011 1.4750000000000008 1.5000000000000002 5.9000000000000012 5.7000000000000002 0.90000000000000013 0.90000000000000013 2.5450000000000008 1.3 3.9000000000000004 525.00000000000011 1.5000000000000002 1.7400000000000007 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 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 27 17 11 7 9 26 -4 -9 15 13 -13 -14 25 -17 -5 -10 20 -7 23 -23 -21 -6 -3 -8 28 -2 right_child=1 5 6 4 24 19 8 10 18 -11 -12 12 14 -15 -16 16 -18 -19 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.023275006797503443 -0.026008674277965521 0.0026744575821911194 0.031763978941175663 -0.002846705925618065 0.011127883669475765 -0.00062369334474215207 -0.00014827841819264935 0.00063795991089324355 -0.003767059866847236 0.007056949684052345 -0.0055358522409535409 -0.00030049464063622809 -0.0087372209426621831 -0.021127783679946877 0.004566452972392142 -0.00067291670289153812 -0.020139348311192507 0.021271868647299626 -0.0001269265133707724 0.014901040925261556 0.029238956583006334 0.017152518147821507 -0.0054526722263061279 0.00076464247664706378 -0.015536020539783035 -0.00017014192217721977 0.017012772654857337 -0.0069779296798412197 -0.024105774640055408 leaf_weight=5.6145398616790763 4.8810510039329547 733.88143092393875 5.5834499001502982 11.053454846143724 3.3354907110333469 10.514804452657701 5.7759609222412136 521.59302543103695 548.45841544866562 44.365448758006096 92.194462887942791 4990.2111848965287 22.903878547251225 10.13039819896221 217.22023478150368 26.136256366968155 11.104071408510206 6.3410841375589362 258.72815721482038 28.354854464530945 10.530616492033003 9.6579490900039655 47.707034945487976 29.676576644182205 22.167889297008514 303.64159107208252 13.20054619759321 3.8806223273277274 7.2972190529108047 leaf_count=17 19 2166 20 40 15 32 21 1977 2261 136 420 16609 73 30 626 82 32 25 905 90 31 28 138 89 129 900 40 30 36 internal_value=-7.06096e-05 -8.69928e-05 -0.00135337 -0.00905403 -0.00475228 0.000217027 -0.00104865 0.000471298 -0.00226976 0.00981878 -0.000289383 0.00011846 -0.000175892 -0.00034269 0.0032975 0.0015537 -0.00647729 0.00594559 -0.00260029 0.0047792 0.0143188 0.0030394 -0.00164687 0.00767186 -0.0120487 0.00184196 0.0117894 -0.0205452 -0.0248685 internal_weight=8006.14 8000.53 1548.86 58.9568 42.8979 6451.67 1489.9 663.736 826.163 49.9489 613.787 6315.23 5240.47 5000.34 240.124 1074.76 37.2403 17.3945 807.187 136.442 21.0454 115.396 57.365 58.0314 25.5034 1037.52 18.9765 16.0589 12.1783 internal_count=27017 27000 6074 294 209 20926 5780 2553 3227 156 2397 20518 17338 16639 699 3180 114 65 3166 408 63 345 166 179 144 3066 61 85 55 is_linear=0 shrinkage=0.03 Tree=315 num_leaves=31 num_cat=0 split_feature=5 7 3 13 4 13 5 5 0 11 7 11 5 3 5 5 5 3 11 2 4 12 5 9 6 5 13 4 4 11 split_gain=3.24369 3.22568 3.879 3.79136 3.6119 3.10274 3.99139 2.83484 2.82594 2.821 2.81535 3.22551 4.06603 2.94028 3.35533 2.81692 2.64218 2.56103 2.36673 2.63539 3.64741 2.16647 3.27465 4.84794 2.20176 2.11153 1.98081 2.46308 1.91409 1.66929 threshold=0.76500000000000024 1.3 1.0000000180025095e-35 3.3000000000000007 2.2350000000000008 2.1000000000000005 1.4650000000000007 2.1550000000000011 350.00000000000006 -0.83333333333333315 0.3000000000000001 -0.83333333333333315 2.1050000000000009 3.7000000000000006 2.5950000000000011 0.79500000000000004 1.4450000000000007 0.90000000000000013 0.50000000000000022 1.1000000000000003 1.1650000000000007 4.3000000000000016 1.9900000000000007 5.3000000000000016 2.7000000000000006 0.7150000000000003 3.3000000000000007 1.4850000000000005 1.2550000000000006 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 3 -3 10 5 6 -4 9 17 -6 11 -2 -13 15 -15 -12 -7 26 19 20 -10 22 24 -24 -5 -22 27 -1 -21 -19 right_child=1 2 4 21 7 16 -8 -9 18 -11 13 12 -14 14 -16 -17 -18 29 -20 28 25 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.015658029804845649 -0.014442389032592663 0.017985951317711073 -9.6322539551895286e-05 -0.0066193588203149025 0.014963651195759832 0.00070506685374050837 0.0086349911878245717 -0.0088064705647769009 -0.012800668368109025 0.0040170201779869043 -0.014394473890354139 -0.0051424866591262717 0.0092685415507424811 0.0014094346558166846 -0.023197884352034584 -0.00023861841019633996 -0.00080022789869799073 0.0017181568392184321 0.02188774753983844 0.024834659243415921 -0.0012824642224754793 -0.017078352700583631 0.032808264281981685 -0.0002296321130389914 -0.00038691491543697425 0.020212301780798827 -0.0068748178729810486 -0.004787720093335634 0.0080703284177642345 -0.016715840917403555 leaf_weight=16.16461339592934 24.826107606291771 11.286254078149794 101.17570795118809 161.2838736474514 25.209597155451775 2395.7103080153465 88.194957077503204 13.008116230368612 12.257953673601152 132.80801017582417 12.691783905029295 98.391008332371712 21.464782975614071 9.291242793202402 10.765565961599348 3992.2128939032555 1867.5302963554859 7.2250257134437588 10.205975487828253 7.9075875580310813 8.7694424092769641 11.194820404052733 5.1682279407978085 17.64470149576664 74.616249889135361 7.7465019524097434 10.109666138887404 7.8919372558593741 27.261474326252937 11.392392873764036 leaf_count=44 87 34 288 486 92 6641 251 37 33 483 36 313 90 42 54 11990 5362 20 31 22 24 47 16 72 234 21 28 23 84 32 internal_value=-6.71653e-05 -0.000133783 0.000419783 -0.00071171 0.000376904 0.000212573 0.00397008 0.00465523 0.00469537 0.00576341 -0.000488657 -0.00460027 -0.00256164 -0.00034086 -0.0117986 -0.000283479 4.56662e-05 -0.000610041 0.00847207 0.00633079 -0.000402513 -0.00415752 -0.00359842 0.00725504 -0.00464801 0.00879926 0.00426794 0.00895064 0.0118397 -0.009562 internal_weight=9201.41 9074.47 4634.92 4439.55 4623.64 4452.61 189.371 171.026 126.933 158.018 4169.64 144.682 119.856 4024.96 20.0568 4004.9 4263.24 52.7836 74.1489 63.943 28.7739 269.908 258.713 22.8129 235.9 16.5159 34.1662 24.0566 35.1691 18.6174 internal_count=27017 26655 13188 13467 13154 12542 539 612 362 575 12612 490 403 12122 96 12026 12003 147 215 184 78 855 808 88 720 45 95 67 106 52 is_linear=0 shrinkage=0.03 Tree=316 num_leaves=17 num_cat=0 split_feature=6 4 4 2 11 8 13 5 7 11 9 8 11 12 5 4 split_gain=1.09389 1.39659 1.14635 2.16205 1.89147 2.32431 2.12095 1.55138 1.16206 5.74083 1.30792 1.2545 1.18419 0.7618 0.234643 0.00227982 threshold=1.0000000180025095e-35 1.7000000000000004 2.8450000000000011 3.7000000000000006 0.33333333333333326 8.1000000000000014 2.3000000000000007 1.4450000000000007 1.0000000180025095e-35 -0.66666666666666663 10.500000000000002 8.1000000000000014 1.0000000180025095e-35 5.3000000000000016 1.5550000000000008 2.475000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 8 6 -6 -4 13 9 -2 11 -10 -11 -5 -3 -9 right_child=2 14 4 7 5 -7 -8 15 10 12 -12 -13 -14 -15 -16 -17 leaf_value=-0.00017816001594872079 0.014662432569072178 -0.011709666466628412 0.031770347448524965 -0.011761871783823125 -0.014743152214899188 0.012997348618995883 0.003684394218805336 -0.023229771036387469 0.00023412057725609418 -0.02558794167535235 0.012201722759685172 -0.0027412860036064362 -0.0093960098434760532 0.01058700118960821 -0.023198957367589829 -0.022096552932264802 leaf_weight=9.1371719241142255 7.9166688472032574 2.7769956290721884 4.5585710480809229 2.8270991966128332 5.6295799016952497 5.2566535398364067 5.1579603105783463 2.9791937097907066 7293.0164574608207 7.1599187403917339 8.1568017750978452 129.80226287990808 9.4043805748224241 2.6682489365339279 3.7738868892192841 3.4458080902695656 leaf_count=34 29 20 19 23 24 22 25 18 26025 29 28 614 39 18 22 28 internal_value=0.000156292 -0.00775723 0.000172872 0.000153374 0.00723962 -0.00134805 0.0168611 -0.0126129 0.000173786 -0.00635161 0.000195284 0.00018209 -0.016395 -0.000910447 -0.0183285 -0.022622 internal_weight=7503.67 15.6881 7487.98 7467.38 20.6028 10.8862 9.71653 11.9203 7455.46 24.481 7430.98 7422.82 16.5643 5.49535 6.55088 6.425 internal_count=27017 76 26941 26851 90 46 44 87 26764 97 26667 26639 68 41 42 46 is_linear=0 shrinkage=0.03 Tree=317 num_leaves=31 num_cat=0 split_feature=2 11 7 2 9 8 5 4 12 2 4 10 12 5 9 2 4 4 13 12 9 8 9 4 2 9 11 7 3 6 split_gain=3.30553 3.76978 3.432 4.29024 4.54333 5.55252 4.00431 3.51214 3.29049 3.16437 2.99532 3.25298 2.72685 3.10246 5.20726 2.5695 3.26664 3.34231 3.29235 3.19495 2.43897 4.5519 2.72511 2.41518 2.41517 2.78487 2.30052 2.16987 2.11346 4.58926 threshold=2.3000000000000003 -1.8333333333333328 2.1000000000000005 0.50000000000000011 3.7000000000000006 3.1000000000000005 2.0750000000000011 1.5250000000000006 5.1000000000000005 0.3000000000000001 1.3450000000000006 1.1666666666666672 6.5000000000000009 2.7950000000000004 8.9000000000000021 1.9000000000000001 1.6750000000000003 1.195000000000001 3.5000000000000004 3.7000000000000006 3.5000000000000004 3.1000000000000005 6.5000000000000009 1.1450000000000007 1.7000000000000004 5.9000000000000012 -2.8333333333333326 2.5000000000000004 1.1000000000000003 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -5 7 -3 -6 -4 -2 12 13 14 -12 16 17 18 -1 -17 21 -11 -22 -8 25 -18 -19 28 -13 -30 right_child=10 2 9 4 8 -7 23 -9 -10 20 11 27 -14 -15 -16 19 24 26 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0060954667595166361 -0.017723240463352191 0.0026952103231366233 -0.015221600426456282 0.0044145038356554261 0.0002406006080772158 -0.0028390250008350805 0.005091157575907365 -0.0089143776734555147 0.0085296526708461082 -0.013387895556416394 -0.0040909062994089456 -0.0058726486782940358 0.017403988321152624 -0.029716504775840522 0.023297115441431378 -0.019609053760475861 0.018499832442246358 0.014770795820959869 0.025507804824873029 0.005969589049970578 -0.0033206923793259089 0.0039312247042869444 0.0034426400658819447 0.020032297589048662 0.030698716882182547 -0.0045102434296133802 -0.0012078880893204493 0.020922657861879468 0.0011438025800393416 0.023076494972803566 leaf_weight=41.044985175132751 11.360177263617514 438.16276533901691 15.962236717343329 107.67434129118919 5178.5410015583038 805.65396226197481 20.847555130720139 24.778267681598663 43.463286697864532 15.443444751203058 332.84123165532947 26.938231639564037 5.4981933236122122 4.1362914294004431 6.367373749613761 8.6943011507391947 12.554770126938825 8.9473970830440503 9.7263961136341077 8.8875348865985853 494.26924926787615 118.12936241924763 60.141373872756958 18.270168900489807 6.6288325265049926 7.5990509092807761 86.579130709171295 5.3761033415794364 69.497538484632969 9.7965496927499753 leaf_count=115 44 1289 52 342 16566 2965 60 82 132 56 1686 165 20 13 21 36 41 26 28 30 1846 475 196 52 23 24 263 32 302 35 internal_value=-6.93106e-05 8.32782e-05 -2.48824e-05 0.000186358 -3.18249e-05 -0.00198389 0.00285263 0.00207382 0.000309591 -0.00201664 -0.00250524 -0.00212978 -0.00355606 -0.0038917 -0.0035768 0.00424794 0.00535793 0.00359451 0.00981434 -0.00667917 -0.00171026 0.00192882 -0.00258702 0.0120695 0.0149905 0.00982382 0.000288739 0.00232819 0.00138717 0.00385352 internal_weight=8003.81 7532 7341.34 6637.39 6135.33 913.328 502.059 462.941 5222 703.946 471.812 460.452 348.843 343.345 339.209 190.662 173.081 146.298 50.7714 17.5818 687.983 133.573 554.411 39.1177 26.7827 20.1538 95.5265 111.608 106.232 79.2941 internal_count=27017 24699 24113 21488 20005 3307 1483 1371 16698 2625 2318 2274 1740 1720 1707 586 520 432 143 66 2573 531 2042 112 88 65 289 534 502 337 is_linear=0 shrinkage=0.03 Tree=318 num_leaves=31 num_cat=0 split_feature=5 0 9 6 9 10 5 7 13 10 4 4 10 0 11 3 4 11 2 4 6 12 10 12 2 9 10 5 10 13 split_gain=3.11347 3.16147 3.22111 4.29528 3.76096 3.94465 3.51471 4.65844 3.27961 3.22802 3.08397 4.55147 2.89706 2.71906 2.57008 2.46354 2.31637 2.29155 2.5376 3.50338 2.28342 2.09936 2.0529 3.89236 6.7102 2.82201 3.03905 2.32105 2.03958 1.90024 threshold=0.76500000000000024 725.00000000000011 6.3000000000000016 2.3000000000000003 4.9000000000000012 -1.4999999999999996 0.79500000000000004 1.5000000000000002 3.7000000000000006 -2.1666666666666656 1.3050000000000008 1.2350000000000005 -1.4999999999999996 350.00000000000006 1.0000000180025095e-35 0.90000000000000013 0.81500000000000028 0.50000000000000022 1.1000000000000003 1.1650000000000007 1.9000000000000001 4.9000000000000012 -1.1666666666666663 3.7000000000000006 3.1000000000000005 2.5000000000000004 1.1666666666666672 1.5750000000000008 -1.0000000180025095e-35 3.3000000000000007 decision_type=2 2 2 2 2 2 2 2 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 6 8 -6 7 -2 -5 14 11 -3 -8 15 -4 29 20 18 19 -15 -11 -18 23 27 -25 -24 -27 -12 -21 -1 right_child=1 10 9 4 5 -7 12 -9 -10 16 22 -13 -14 17 -16 -17 21 -19 -20 28 -22 -23 25 24 -26 26 -28 -29 -30 -31 leaf_value=0.0087740618118572582 -0.021120245643059567 0.00047545261894301502 0.00013060141483799132 -0.0052016294765003662 -0.023995144697330939 -0.0047590156805733044 0.0029554870584932403 0.00042715230409190745 0.0011489215819106566 -0.016367162185104697 0.0072068207247845198 0.026857046453243792 0.0001228136935979937 -0.012549580229587281 0.022787761906173005 -0.0093804547315045998 -0.0012937547333738066 0.021550704059379776 0.011624039325046324 -0.00078744796769660886 0.003004154683887001 -0.0071404298386337217 -0.014860628529298108 -0.016594684879809737 0.013974051884484614 0.0042949581529109051 -0.0025469278666807728 -0.0077100239225505037 0.020436055401271438 -0.0067233022607285694 leaf_weight=24.045834571123123 16.11046601831913 12.624681264162065 9.3225092887878436 101.81776408851147 10.077175945043562 200.25196032971144 343.12956368923187 20.546939343214035 260.2866013944149 18.234823726117614 34.533630505204201 11.025883346796034 6130.7996777519584 12.254495322704317 8.7210297435522062 18.6142318546772 1394.0287921726704 10.154356837272642 35.077409595251083 9.1916878223419207 7.8274815380573264 57.554868690669537 8.1512816399335843 29.054327979683876 8.3116754293441755 304.27658952772617 72.315365597605705 12.892926484346388 7.3210683465003958 10.116926789283751 leaf_count=67 45 35 28 308 33 619 974 58 738 64 122 31 17517 33 27 52 4385 31 106 25 28 213 27 90 31 1008 237 37 20 28 internal_value=-6.61648e-05 -0.00013141 -0.00026569 1.4409e-06 -0.00249003 -0.00568065 0.000220499 -0.00904266 -0.000636748 -0.00153072 0.00220432 0.0127745 0.00027295 0.0046027 0.0110815 -0.000599683 -0.00168473 0.00831311 0.0062077 -0.000396735 -0.0105492 -0.00152557 0.00167189 -0.00255361 -0.00979499 0.00260314 0.00298114 0.00315167 0.00862217 0.00418469 internal_weight=9198.67 9071.9 8578.71 7083.02 572.434 210.329 6510.59 36.6574 362.104 1495.69 493.186 23.6506 6473.93 126.776 18.0435 52.777 1477.65 73.999 63.8447 28.7673 26.0623 1451.58 469.536 84.7926 37.366 384.743 376.592 47.4266 16.5128 34.1628 internal_count=27017 26655 25037 20292 1698 652 18594 103 1046 4745 1618 66 18491 362 55 147 4690 215 184 78 92 4598 1552 280 121 1272 1245 159 45 95 is_linear=0 shrinkage=0.03 Tree=319 num_leaves=17 num_cat=0 split_feature=8 8 6 13 8 4 4 10 0 4 9 11 9 9 9 9 split_gain=1.0831 1.65587 1.61158 3.24053 1.40212 2.80627 2.60692 3.03036 3.02006 2.0099 3.71751 2.66395 1.33606 1.66604 4.03854 0.526605 threshold=1.1000000000000003 1.7000000000000004 1.3 3.5000000000000004 2.5000000000000004 1.0650000000000006 1.3250000000000008 1.0000000180025095e-35 575.00000000000011 0.92500000000000027 3.5000000000000004 1.0000000180025095e-35 10.500000000000002 1.5000000000000002 1.7000000000000004 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 2 -2 -4 5 9 8 -8 -7 11 -11 -3 13 -6 -15 -1 right_child=1 4 3 -5 12 6 7 -9 -10 10 -12 -13 -14 14 -16 -17 leaf_value=-0.0022175831088318758 0.021734385862840835 -0.0087271845594902638 -0.012635325185003536 0.016000095253408238 -0.015901195249741779 -0.012355113860588227 0.0096914105941062947 -0.0085474311038579096 0.010908146553822985 0.025715674494976123 0.0019819888992364124 0.0061542206448175667 0.012382913759826166 0.018776319002829205 0.00018045099466683731 -0.015432354776766827 leaf_weight=5.0700290948152524 6.0196058750152615 27.761595174670219 6.4115289747714979 7.9879881143569946 5.7831004559993735 51.465957760810852 16.322548225522041 16.47276596724987 5.5656072050333014 7.2605544030666342 32.649449571967125 17.747332841157913 8.1032606959342939 10.525967329740523 7272.6765935495496 5.8403124809265137 leaf_count=20 20 98 23 25 23 201 57 59 20 24 113 60 28 33 26190 23 internal_value=0.000153956 0.00016771 0.00869916 0.00324989 0.000144396 -0.00250738 -0.00620937 0.000530219 -0.0100849 0.00138566 0.0062997 -0.00292381 0.000208081 0.000194546 0.000207326 -0.00929146 internal_weight=7503.66 7492.75 20.4191 14.3995 7472.33 175.246 89.8269 32.7953 57.0316 85.4189 39.91 45.5089 7297.09 7288.99 7283.2 10.9103 internal_count=27017 26974 68 48 26906 632 337 116 221 295 137 158 26274 26246 26223 43 is_linear=0 shrinkage=0.03 Tree=320 num_leaves=17 num_cat=0 split_feature=4 12 11 6 4 5 9 2 5 3 5 8 9 8 11 5 split_gain=3.20185 3.52239 3.1846 3.18914 3.81934 5.09978 3.5982 3.47201 2.7911 2.01088 2.88286 0.944195 0.784203 1.18103 0.990301 0.00709257 threshold=2.7150000000000003 6.5000000000000009 -3.4999999999999991 0.90000000000000013 2.5850000000000013 1.4450000000000007 2.9000000000000004 3.3000000000000003 2.5050000000000012 1.9000000000000001 2.0650000000000008 6.7000000000000002 5.1000000000000005 7.9000000000000012 0.50000000000000022 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 6 -6 -4 8 -5 12 -11 -9 13 14 -2 -14 right_child=9 -3 3 7 5 -7 -8 11 -10 10 -12 -13 15 -15 -16 -17 leaf_value=0.022591973662101191 -0.01287243355822228 0.01977088892177787 -0.0087563715161598533 0.00016929614982395081 -0.012508143637078828 0.03381463735073742 -0.0011265573296952707 -0.018487184340144121 0.00457373046006713 0.017412741513391804 -0.011773041054445443 -0.0016300514215875138 -0.022356195505163944 -0.02211188386946146 0.012173466993836937 -0.024168894690594456 leaf_weight=5.5863738954067221 3.1444449573755318 8.0767087489366514 57.83185351267457 6281.3931511491537 3.2769743204116804 6.1593360081315041 1460.3244668543339 11.288715489208696 132.21609154343605 4.9346454143524152 7.9582462161779404 4.0681203454732886 4.7194441333413106 4.4798023253679276 2.5920022204518318 3.3017315790057182 leaf_count=17 25 26 287 20330 33 36 5606 67 396 23 32 27 37 39 19 17 internal_value=-6.83141e-05 -3.08084e-05 -5.0895e-05 -6.67928e-05 -0.00129894 0.017728 -0.0014172 0.000225979 0.000260093 -0.0096708 -0.000602429 -0.0140216 -0.0160817 -0.0105694 -0.00155549 -0.0231024 internal_weight=8001.35 7970.22 7962.15 7956.56 1527.59 9.43631 1518.16 6428.97 6413.61 31.1303 12.8929 15.3568 18.2374 10.2162 5.73645 8.02118 internal_count=27017 26825 26799 26782 5962 69 5893 20820 20726 192 55 94 137 83 44 54 is_linear=0 shrinkage=0.03 Tree=321 num_leaves=28 num_cat=0 split_feature=3 6 0 12 4 2 5 10 13 5 2 10 2 5 11 5 5 4 9 4 11 12 8 5 11 10 13 split_gain=3.08426 3.00503 4.57009 3.98085 5.56126 4.0521 3.13146 3.55046 3.05419 3.55673 3.49719 2.9571 4.2479 4.18223 3.83673 3.53919 3.42061 3.30044 2.81594 2.88178 2.8485 2.3347 3.0838 2.35983 2.10006 1.89472 1.23216 threshold=1.0000000180025095e-35 0.90000000000000013 525.00000000000011 1.5000000000000002 0.93000000000000027 0.90000000000000013 1.9250000000000003 2.1666666666666674 2.9000000000000008 1.9750000000000003 1.3 -0.49999999999999994 3.1000000000000005 1.9100000000000006 0.83333333333333337 0.76500000000000024 0.78500000000000025 0.53500000000000014 9.1000000000000014 1.9900000000000002 1.1666666666666672 1.3000000000000003 4.7000000000000002 1.2550000000000006 0.50000000000000022 0.33333333333333326 2.1000000000000005 decision_type=2 2 2 2 2 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 18 21 26 -6 11 8 10 -10 -8 12 13 -3 -14 17 -17 -13 19 24 -21 22 -4 -23 -2 -1 -5 right_child=1 6 3 4 5 -7 7 -9 9 -11 -12 15 14 -15 -16 16 -18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 leaf_value=0.0036909462738414231 0.00029482410714775053 0.00062341116082991453 -0.0055700835402421331 -0.0062447495264495879 -0.003352252597594944 0.0036045931544632409 -0.0059063104369641174 -0.019523105645009316 -0.0065258878234757149 0.0019430360381778181 -0.00095122197084080025 -0.01305286605783551 0.028308992103129416 0.022746971106252682 -0.0019730519498437028 -0.015168538460381817 -0.00063561771347988671 0.0082804416888340986 -0.019151336625925899 0.0022284933408784594 0.014298586124860549 0.0093095491747591658 0.017642736817382671 0.033158121455288105 -0.0024807988375842634 0.022447645399720353 -0.022122860458152881 leaf_weight=11.248392865061762 804.07785108685493 1845.2037150859833 10.291182279586794 8.6250288188457507 86.119590476155281 602.70555654168129 244.38466994464397 10.40593461692333 54.072345525026321 255.61128349602222 269.62055651843548 7.2759534418582907 9.5400148481130582 7.7224274873733512 6.2211878299713126 14.625289112329481 4329.400569498539 63.386551305651665 6.9759459793567649 132.81354670226574 20.28455838561058 7.2336393594741804 10.311964482069014 7.7189296782016754 353.0502991527319 8.5171352922916395 8.9763445258140546 leaf_count=33 2261 5237 28 27 251 1889 976 34 169 872 919 20 34 24 20 40 12373 176 22 419 61 20 29 21 1011 26 25 internal_value=-6.45531e-05 -9.00507e-05 0.000919246 0.00280231 0.00230933 0.00273482 -0.000382054 -0.00210917 -0.00188917 0.000464319 -0.00330713 -0.000152787 0.000847534 0.000715615 0.0163562 -0.000576211 -0.000684547 0.0060838 -0.000141489 -4.0276e-05 0.00382771 0.012597 0.00604803 0.0216208 -0.000552044 0.0117734 -0.0143423 internal_weight=9196.42 9176.65 2059.18 741.982 706.427 688.825 7117.47 834.095 823.689 309.684 514.005 6283.38 1868.69 1852.93 15.7612 4414.69 4344.03 70.6625 1317.2 1310.23 153.098 35.5557 20.6031 14.9526 1157.13 19.7655 17.6014 internal_count=27017 26958 6064 2290 2192 2140 20894 2970 2936 1041 1895 17924 5315 5261 54 12609 12413 196 3774 3752 480 98 57 41 3272 59 52 is_linear=0 shrinkage=0.03 Tree=322 num_leaves=22 num_cat=0 split_feature=11 11 10 6 3 6 3 5 8 7 13 5 5 5 4 5 10 10 5 5 4 split_gain=1.0831 1.32131 2.97603 3.71177 2.97457 2.63883 3.7505 3.23182 2.37413 2.08844 2.0123 1.33035 1.28142 3.93496 3.2269 2.0237 3.03924 1.91226 1.2631 1.12276 0.335233 threshold=3.1666666666666674 1.8333333333333337 -0.83333333333333315 1.3 3.1000000000000005 1.1000000000000003 2.5000000000000004 1.3150000000000006 6.1000000000000005 1.7000000000000004 2.5000000000000004 3.0650000000000008 2.5050000000000012 2.6050000000000009 1.5750000000000008 2.475000000000001 1.0000000180025095e-35 -0.66666666666666663 2.4650000000000003 1.7000000000000004 1.5150000000000008 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 8 5 9 7 -7 -4 10 -5 -3 12 15 17 -15 18 -17 -14 -1 -12 -2 right_child=20 2 3 4 -6 6 -8 -9 -10 -11 19 -13 13 14 -16 16 -18 -19 -20 -21 -22 leaf_value=0.00011539767454611369 -0.0041486040829152243 0.003467916222785031 -0.018037199098517798 0.00080852212354305566 -0.024173037041818595 0.0061661235369288537 0.032186548264049777 0.0044645522727722771 -0.0053021085887335635 -0.010032834455870407 0.012763128030517337 0.011669058734065723 -0.024214671089733263 -0.0054273289010984696 0.0084810274565850548 -0.0014519278039234983 0.024456862098652662 -0.0075533499452408353 -0.014226001740613024 0.027818310649416752 -0.014648601700315463 leaf_weight=7155.2029642313719 5.6040522158145887 9.6316040754318255 6.3997015058994284 64.824954390525818 5.7387592643499366 16.81500265002251 7.0864933133125296 56.115668162703514 6.7811599373817435 21.228749796748161 8.6937857866287249 8.9300209283828718 8.1382989883422834 31.383640930056572 28.782050065696239 8.7129446715116519 7.6548944115638724 26.026298493146896 5.5313662141561499 9.1505415290594083 5.3483184054493904 leaf_count=25694 23 33 22 224 28 57 25 189 24 75 28 38 39 147 115 36 29 114 24 31 22 internal_value=0.000151235 0.000165015 0.00249703 0.000940335 -0.00326057 0.00540255 0.0138809 0.00216105 0.0105952 -0.00186595 0.0145187 9.69586e-05 8.27469e-05 -0.00339106 0.00122615 0.000128404 0.0106651 -0.0115222 0.00010432 0.0204834 -0.00927602 internal_weight=7503.78 7492.83 212.466 178.209 91.7925 86.4169 23.9015 62.5154 34.2571 86.0537 27.4759 7280.36 7271.43 94.3303 60.1657 7177.1 16.3678 34.1646 7160.73 17.8443 10.9524 internal_count=27017 26972 736 620 327 293 82 211 116 299 92 26236 26198 415 262 25783 65 153 25718 59 45 is_linear=0 shrinkage=0.03 Tree=323 num_leaves=31 num_cat=0 split_feature=2 11 7 2 9 8 5 4 7 2 4 8 10 2 4 4 13 12 11 9 8 9 5 5 7 9 10 10 7 11 split_gain=3.12877 3.58789 3.26419 4.10409 4.29111 5.32557 3.84108 3.37567 3.16042 3.06186 2.89901 3.14217 2.80402 2.47226 3.11727 3.2085 3.15583 3.08612 2.39114 2.36567 4.40976 2.60382 2.36134 5.17616 2.36083 3.06542 2.35598 2.19391 2.26567 2.16929 threshold=2.3000000000000003 -1.8333333333333328 2.1000000000000005 0.50000000000000011 3.7000000000000006 3.1000000000000005 2.0750000000000011 1.5250000000000006 0.3000000000000001 0.3000000000000001 1.3450000000000006 4.5000000000000009 0.50000000000000022 1.9000000000000001 1.6750000000000003 1.195000000000001 3.5000000000000004 3.7000000000000006 1.0000000180025095e-35 3.5000000000000004 3.1000000000000005 6.5000000000000009 2.0850000000000013 1.7800000000000005 1.1000000000000003 5.9000000000000012 -2.8333333333333326 1.1666666666666672 1.5000000000000002 -2.8333333333333326 decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -5 7 -3 -6 -4 -2 12 -12 14 15 16 -1 -15 -8 20 -11 -21 23 -14 25 -16 -13 -28 -29 -17 right_child=10 2 9 4 8 -7 18 -9 -10 19 11 26 22 17 24 29 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.0059566718645480202 -0.01749188344191082 0.0026349097846078383 -0.015002737922888114 0.0043302100120809804 0.0050007405431797816 -0.0027706291070446246 0.0044330255234389061 -0.0087663597627830065 0.00018332671627594151 -0.013215197360033546 -0.0017710356957191939 0.017074457792391851 0.010555101770802117 -0.019419097197975247 0.034803234095797796 0.014344870022405759 0.024963865416137612 0.0057825815286344237 0.019288178236350203 -0.0032518387631269778 0.0038778875261817544 0.0033562072140717958 0.02378043630446516 -0.016123601363641916 0.0040091099881884107 0.0083573804926748308 -0.0051437784824313075 -0.003599476428612843 0.0063918827424584868 -0.0011889087082905929 leaf_weight=41.039178043603897 11.242645084857939 438.42288248240948 15.855080679059027 107.80193412303925 125.58340646326542 804.11457124352455 19.586228668689728 24.688131168484688 5095.899960398674 15.34623262286186 63.797885529696941 4.9511508569121352 31.669889844954014 8.5991140305995959 8.189651235938074 8.9255629479885084 9.7246877253055555 8.8987042456865293 19.422456175088882 493.28081710636616 118.26954045146704 60.218424841761589 7.133657604455947 8.2502207905054075 11.093071788549421 7.6105088740587226 258.43026641011238 50.872851319611073 34.130174040794373 86.541778489947319 leaf_count=115 44 1289 52 342 365 2965 56 82 16333 56 260 27 129 36 24 26 28 30 56 1846 475 196 20 27 41 23 1376 240 195 263 internal_value=-6.76507e-05 8.06599e-05 -2.48887e-05 0.000181049 -3.24247e-05 -0.00193121 0.00278864 0.00202712 0.000299192 -0.00196879 -0.00244108 -0.00207262 0.00232661 0.00414402 0.00523018 0.00350382 0.00959783 -0.00660251 0.0118294 -0.00166803 0.00191469 -0.00253291 0.00788241 0.00504146 0.0146172 0.022065 -0.0034724 -0.00376861 0.000412226 0.000263397 internal_weight=7999.59 7529.11 7338.49 6635.52 6133.4 911.917 502.12 463.111 5221.48 702.97 470.479 459.236 110.852 190.622 173.124 146.231 50.7639 17.4978 39.0087 687.115 133.616 553.499 47.0538 39.9201 26.8932 15.8002 348.384 343.433 85.003 95.4673 internal_count=27017 24699 24113 21488 20005 3307 1483 1371 16698 2625 2318 2274 436 586 520 432 143 66 112 2573 531 2042 176 156 88 47 1838 1811 435 289 is_linear=0 shrinkage=0.03 Tree=324 num_leaves=31 num_cat=0 split_feature=8 7 10 6 0 5 5 9 11 4 5 6 8 13 8 2 3 9 11 6 10 7 4 9 11 8 11 8 5 11 split_gain=2.99327 5.42518 4.06564 3.62888 3.59803 3.2628 3.76092 5.05778 4.49884 3.66541 3.41133 3.39562 3.16211 6.10413 3.51421 3.10571 4.95689 3.62606 3.32571 2.9105 4.08126 2.95265 2.87266 2.81598 4.51104 2.7711 3.94204 2.76327 2.64085 6.66388 threshold=4.7000000000000002 0.90000000000000013 2.1666666666666674 0.70000000000000007 200.00000000000003 0.99000000000000021 0.92500000000000027 4.5000000000000009 -0.83333333333333315 1.3750000000000007 1.0050000000000006 1.5000000000000002 7.1000000000000005 1.1000000000000003 7.5000000000000009 2.7000000000000006 2.7000000000000006 8.9000000000000021 1.8333333333333337 2.9000000000000004 -1.0000000180025095e-35 2.9000000000000004 2.4350000000000009 2.9000000000000004 -1.0000000180025095e-35 8.5000000000000018 0.33333333333333326 3.5000000000000004 1.2650000000000006 -0.33333333333333309 decision_type=2 2 2 2 2 2 2 2 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 5 12 -4 6 8 11 -1 -10 -7 -8 22 -14 -15 17 18 19 -17 21 -21 -3 -2 24 -12 -5 -27 -9 -6 -30 right_child=1 15 4 25 28 10 7 27 9 -11 23 -13 13 14 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.010533971724298668 0.0052927959110316896 0.00083910333408911272 -0.028438037828579062 -0.0023616100411030243 -0.021452777301098507 -0.012510101660088941 0.015447344858386431 -0.012613065533390195 -0.0010760506355047966 0.0078301617652311948 0.0016761129628091228 0.0041264653388417552 -0.020216740514298042 -0.0098770374692857977 0.017428419337443761 0.0065284300102803356 -0.020681863859649336 -0.010774276380043602 -0.013479671961401964 -0.017709611666577054 0.0019356562725811068 0.0078450629972504991 -0.015385666309043942 -0.00059443722142077827 -0.0088108102526064797 -0.0049948862088987035 0.018382669770082873 0.0031551639920269687 0.023294589794356155 -0.013499762903306029 leaf_weight=32.696666553616524 141.04945456981659 3533.0501638799906 8.1041711270809156 946.40864596515894 6.8706778883934048 22.385850057005882 48.511165082454681 15.507915139198301 146.63376641273499 58.054809719324112 60.5139279961586 46.89689227938652 14.703508883714674 7.2840881049633053 10.157258674502371 173.65971082448959 6.6616970151662818 24.276499569416046 7.8131768107414237 18.103241324424744 20.067698150873184 54.982674777507782 6.3171047717332831 3614.8417602628469 94.671356797218323 12.101073458790781 14.005020931363104 28.174054771661758 7.0770204216241863 11.844231516122816 leaf_count=90 416 10062 23 2910 20 63 134 42 399 162 170 128 44 21 33 625 20 77 22 52 57 159 20 10792 265 38 41 77 21 34 internal_value=-6.34716e-05 0.000433287 -0.000653353 -0.00137225 -0.0110013 -0.000569217 0.00209455 0.00601178 -0.000200655 0.00144997 -0.000833651 0.00988268 0.00254678 -0.00597848 0.00602475 0.000975156 0.004734 0.000781436 0.005667 0.000858799 -0.00738146 0.000946462 0.00440638 -0.000764318 -0.00472147 -0.00209564 0.00754637 -0.00244285 -0.00552239 0.000262243 internal_weight=9193.43 4990.64 4202.78 1152.03 33.8961 4168.89 376.475 139.09 237.385 204.689 3792.41 95.4081 179.511 32.1449 17.4413 3838.61 188.135 3650.48 181.473 3626.2 38.1709 3588.03 147.367 3770.03 155.185 972.515 26.1061 43.682 25.7919 18.9213 internal_count=27017 14597 12420 3523 98 12322 1032 381 651 561 11290 262 534 98 54 11074 667 10407 647 10330 109 10221 436 11227 435 2989 79 119 75 55 is_linear=0 shrinkage=0.03 Tree=325 num_leaves=17 num_cat=0 split_feature=13 6 4 8 0 4 2 4 2 4 6 13 6 8 8 13 split_gain=1.07006 1.27395 6.63124 1.14903 2.90494 2.65396 3.59205 3.11653 2.50662 2.33528 2.09587 1.88447 1.75274 2.12466 1.67555 0.750588 threshold=6.1000000000000005 3.3000000000000003 1.1150000000000007 2.9000000000000004 350.00000000000006 1.1250000000000007 0.90000000000000013 1.3750000000000007 0.50000000000000011 1.0150000000000006 2.1000000000000005 5.7000000000000011 1.0000000180025095e-35 5.7000000000000002 3.9000000000000004 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 -1 -7 10 -10 -6 12 13 -5 -14 -4 right_child=-2 2 15 11 8 7 -8 -9 9 -11 -12 -13 14 -15 -16 -17 leaf_value=0.0055887829571554613 -0.012038890663942068 0.022192911713566615 -0.01638517274054287 -0.018782381923783464 -0.013908904167498345 -0.014019356428868987 -0.0070913943278225339 0.00041842689797522479 0.0053176121597588669 -0.00063294027005550077 0.0049039740938132516 0.014884250093069044 0.0011629243983993977 0.0053549227789812413 4.0173642389519125e-06 -0.0017952181131926084 leaf_weight=37.173399195075035 6.4773103892803183 12.721242129802706 5.7859934121370298 9.2885227799415571 18.796090468764309 42.957294479012489 43.793568655848503 19.593287989497185 84.030063271522522 202.1472764313221 7.4389355182647696 7.8908760249614707 1405.1088461726904 5.0755976513028136 5588.3730684816837 7.0283859819173813 leaf_count=127 25 39 21 42 68 157 157 68 287 708 26 28 4752 29 20459 24 internal_value=0.00014935 0.00015988 0.00684923 0.000137018 -0.00132235 -0.00485542 -0.0012697 -0.00949688 0.000300691 0.00111432 -0.00857452 0.000231858 0.000215359 -0.0102534 0.000236861 -0.00838293 internal_weight=7503.68 7497.2 25.5356 7471.67 455.93 143.518 80.967 62.5506 312.412 286.177 26.235 7015.74 7007.85 14.3641 6993.48 12.8144 internal_count=27017 26992 84 26908 1598 509 284 225 1089 995 94 25310 25282 71 25211 45 is_linear=0 shrinkage=0.03 Tree=326 num_leaves=24 num_cat=0 split_feature=4 12 5 0 12 2 13 2 6 4 8 7 3 13 0 3 5 10 7 9 8 11 5 split_gain=3.06287 3.39859 2.95817 3.84325 4.83144 3.57176 3.31349 3.17288 4.09983 5.02896 3.84566 4.90636 3.07942 3.05403 2.25644 1.96647 2.76387 1.72189 0.916136 0.783332 1.16846 0.958892 0.00654421 threshold=2.7150000000000003 6.5000000000000009 0.99000000000000021 475.00000000000006 0.90000000000000013 1.7000000000000004 4.7000000000000011 0.50000000000000011 2.9000000000000004 0.91000000000000036 7.1000000000000005 2.1000000000000005 1.0000000180025095e-35 3.5000000000000004 525.00000000000011 1.9000000000000001 2.0650000000000008 1.1666666666666672 1.7000000000000004 5.1000000000000005 7.9000000000000012 0.50000000000000022 1.7000000000000004 decision_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 5 18 13 -6 10 12 -10 11 -4 -9 -1 -12 19 -17 -7 -5 20 21 -2 -21 right_child=15 -3 7 4 6 17 -8 8 9 -11 14 -13 -14 -15 -16 16 -18 -19 -20 22 -22 -23 -24 leaf_value=0.0033979201178501385 -0.012716678518837329 0.019431856409642834 0.0027745714765994084 0.022177870653944005 -0.0051905550567784235 -0.0107360190953512 -0.022926407357063951 -0.018599442191063055 0.026330158251830636 0.0037423687240118056 0.024323795405201677 -0.0077260341420875489 -0.00013334929046291785 -0.0044463276210707555 0.0027858209639606514 0.01693956706196029 -0.011588382035299768 0.0054615675750261435 0.0052811521803424379 -0.022299763882055429 -0.022057374867287146 0.011965047227967818 -0.024058302898980439 leaf_weight=186.06016348302364 3.1043114885687881 8.0668424218893033 462.1219038516283 5.9117795228958112 220.44003585726023 34.661234878003597 9.9063695073127729 8.1373061314225179 9.8422420024871808 89.896605342626572 11.124241739511492 43.847097754478455 6797.2760901078582 58.782350018620491 7.2186094224452964 4.9811117053031904 7.9102876260876656 7.1200891062617293 5.6463271081447601 4.6188195794820777 4.3750694803893566 2.6057921722531319 3.2409755885601044 leaf_count=683 25 26 1348 19 949 169 39 36 28 269 34 141 22790 213 23 23 32 37 21 37 39 19 17 internal_value=-6.71703e-05 -3.06416e-05 -5.03703e-05 -0.00221895 -0.0050036 0.000131235 -0.00595331 0.000103901 -6.69337e-05 0.00597133 0.00235379 0.00186459 -0.000155429 0.00151466 0.0158478 -0.00950375 -0.000565459 -0.00797574 0.0139235 -0.0159249 -0.0103916 -0.00145323 -0.0230249 internal_weight=7996.9 7966.06 7957.99 528.528 241.905 286.624 230.346 7429.46 6905.15 99.7388 524.312 505.969 6805.41 244.843 18.3429 30.8364 12.8914 41.7813 11.5581 17.945 10.0852 5.7101 7.8598 internal_count=27017 26825 26799 2130 1028 1102 988 24669 23123 297 1546 1489 22826 896 57 192 55 206 40 137 83 44 54 is_linear=0 shrinkage=0.03 Tree=327 num_leaves=23 num_cat=0 split_feature=3 9 6 9 10 10 10 12 8 2 3 4 12 12 6 8 5 13 5 8 10 5 split_gain=2.92558 2.8509 3.77394 3.45165 3.97403 3.38531 3.24113 5.86618 3.15533 3.07359 2.90963 2.41964 2.33084 4.36874 4.41602 2.56941 2.45304 2.36216 2.32894 2.2518 1.82685 1.55266 threshold=1.0000000180025095e-35 6.3000000000000016 2.3000000000000003 4.9000000000000012 -1.4999999999999996 -3.1666666666666661 -1.4999999999999996 3.3000000000000007 4.9000000000000012 1.7000000000000004 0.3000000000000001 0.81500000000000028 4.9000000000000012 4.700000000000002 1.5000000000000002 8.3000000000000025 2.8950000000000009 1.9000000000000001 1.8250000000000002 3.1000000000000005 0.33333333333333326 1.8750000000000002 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=20 2 5 10 -5 -2 7 -7 -8 -6 -4 19 13 16 -15 17 -13 -14 -12 -3 -1 -21 right_child=1 11 3 4 9 6 8 -9 -10 -11 18 12 15 14 -16 -17 -18 -19 -20 21 -22 -23 leaf_value=0.0035515150115479495 -0.0196285030358876 0.0014504019601262322 0.01741253704032799 -0.023690794800309709 -0.0027556776756634252 0.0054286428542804025 -0.00041713870884915613 -0.0026864649928761545 0.00089653333971956815 -0.013148406486983229 -0.0014197981621377987 -0.00096048442790620239 -0.0017026481259533345 0.019361861891936009 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internal_weight=9190.85 9171.14 7571.39 586.207 212.864 6985.19 6977.56 386.243 6591.32 202.889 373.343 1599.75 1573.86 1501.92 26.2108 71.9388 1475.71 64.3593 365.284 25.8865 19.708 16.5554 internal_count=27017 26958 21891 1740 661 20151 20128 1118 19010 628 1079 5067 4975 4718 93 257 4625 235 1057 92 59 59 is_linear=0 shrinkage=0.03 Tree=328 num_leaves=17 num_cat=0 split_feature=8 8 6 13 8 4 3 10 5 4 9 11 9 9 9 9 split_gain=1.05869 1.58253 1.52099 3.09037 1.33258 2.63723 2.57475 4.82317 3.83225 1.93283 3.69407 2.55948 1.61317 3.83295 1.27089 0.502398 threshold=1.1000000000000003 1.7000000000000004 1.3 3.5000000000000004 2.5000000000000004 1.0650000000000006 0.90000000000000013 -1.0000000180025095e-35 1.4250000000000007 0.92500000000000027 3.3000000000000003 1.0000000180025095e-35 1.5000000000000002 1.7000000000000004 10.500000000000002 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 2 -2 -4 5 9 7 -7 -8 11 -11 -3 -6 -14 -15 -1 right_child=1 4 3 -5 12 6 8 -9 -10 10 -12 -13 13 14 -16 -17 leaf_value=-0.0023291838905400049 0.021072261720219691 -0.0086264475993141111 -0.012440992022429292 0.015538814621874057 -0.015714348782901424 0.019543205535800391 -0.019292584879086694 -0.010000965491649154 -0.0040530587277308209 0.028172807239173731 0.0023563057087422111 0.0059532949866760755 0.018240064610900719 0.0001725117065188823 0.012026924570134472 -0.015252752349937101 leaf_weight=5.0867975950241071 6.0784142613410976 27.669673711061478 6.3646269291639319 8.0415576398372632 5.7283428385853759 9.1064020991325396 21.560666471719742 10.956885412335394 47.720815226435661 5.8401961326599112 34.197644785046577 17.812977328896523 10.598556265234945 7273.0194632187486 8.1484586000442487 5.7872538715600967 leaf_count=20 20 98 23 25 23 33 80 40 184 19 118 60 33 26190 28 23 internal_value=0.000146755 0.00016033 0.00848735 0.00317739 0.000137502 -0.00245056 -0.00605505 0.00340866 -0.00879566 0.00131512 0.00612208 -0.00291639 0.000199518 0.00021202 0.000185778 -0.00920721 internal_weight=7503.72 7492.84 20.4846 14.4062 7472.36 174.865 89.3448 20.0633 69.2815 85.5205 40.0378 45.4827 7297.49 7291.77 7281.17 10.8741 internal_count=27017 26974 68 48 26906 632 337 73 264 295 137 158 26274 26251 26218 43 is_linear=0 shrinkage=0.03 Tree=329 num_leaves=31 num_cat=0 split_feature=8 9 6 10 4 4 5 11 10 6 8 11 3 5 6 5 11 2 6 4 0 11 11 8 3 6 4 8 5 5 split_gain=3.00542 5.2897 4.63375 4.84447 4.10223 3.74944 3.71215 4.02444 4.5358 3.9549 3.44906 3.83236 3.37178 2.89644 2.76872 3.20809 2.66651 2.6482 5.35018 2.59662 2.72494 2.55591 2.50574 4.0686 3.27044 2.48607 5.82066 2.10265 3.7167 1.96648 threshold=5.5000000000000009 4.3000000000000016 2.7000000000000006 -1.0000000180025095e-35 1.8900000000000006 1.4250000000000005 1.1750000000000005 -0.66666666666666619 -0.83333333333333315 1.7000000000000004 4.3000000000000016 -1.1666666666666663 3.9000000000000004 0.7150000000000003 3.3000000000000003 3.0650000000000008 2.5000000000000004 2.7000000000000006 1.7000000000000004 0.78500000000000036 525.00000000000011 0.33333333333333326 1.0000000000000002 5.7000000000000002 1.7000000000000004 1.1000000000000003 2.0450000000000008 2.9000000000000004 1.0850000000000006 1.4750000000000008 decision_type=2 2 2 2 2 2 2 2 2 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 13 5 16 -4 7 8 -3 -10 25 -12 14 -2 15 -8 27 22 -19 -9 -21 -13 24 -24 -15 -6 -27 28 -1 -5 right_child=2 6 3 29 10 -7 12 19 9 -11 11 21 -14 17 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0044301644047271237 -0.016266252236673443 -0.0089238502692397595 0.036710730270051839 -0.011584143432276678 -0.0092460158184514436 0.0088304235461978998 0.0012721543518935125 0.011988186185274132 0.001311662803448906 0.013747404646361641 0.016341707623643308 -0.021511780733614979 0.01569066948726067 -0.0012585873988238414 -0.01104651460838014 -0.018977622026192895 -0.016568206838385887 -0.007921457030044373 0.01672505610353001 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0.000305384 -0.000976844 0.00943504 -0.00108185 0.0208942 0.00090967 -0.00170499 0.00280377 0.00555771 -0.0085383 -0.0128354 0.00123267 -0.00114978 0.00117306 0.00123122 -0.000794512 -0.00107409 -0.00581365 -0.00355187 -0.00403923 -0.0153873 -0.000852262 -0.00360862 -0.000474463 0.00275959 0.0133377 -0.000702819 0.00238749 -0.000619742 internal_weight=7995.31 5679.14 2316.17 37.841 1723.22 17.6854 3955.92 434.962 126.395 102.359 63.9405 46.3222 3520.96 2278.32 3506.5 3489.89 1659.28 2266.97 101.356 308.566 299.183 42.5965 2165.62 261.049 1904.57 17.6182 9.36592 1649.69 176.906 20.1556 internal_count=27017 18275 8742 115 5973 53 12302 1544 445 360 352 265 10758 8627 10710 10662 5621 8567 633 1099 1070 244 7934 911 7023 87 42 5592 561 62 is_linear=0 shrinkage=0.03 Tree=330 num_leaves=31 num_cat=0 split_feature=7 8 5 7 5 0 9 6 3 3 10 0 5 4 9 12 13 6 5 5 11 11 5 3 11 0 4 3 6 5 split_gain=2.86425 3.78702 5.06765 4.83 4.82992 3.58516 3.70628 3.4222 3.26627 3.25373 4.15341 3.53304 6.3715 3.24073 3.1518 3.89694 4.15537 3.13922 3.89993 3.07914 3.20966 2.94752 2.88978 2.79721 3.12357 2.74738 5.44678 2.70638 2.65722 3.82105 threshold=1.5000000000000002 5.3000000000000016 1.0550000000000006 0.90000000000000013 2.3750000000000009 475.00000000000006 3.7000000000000006 1.0000000180025095e-35 3.3000000000000003 0.3000000000000001 1.1666666666666672 525.00000000000011 0.79500000000000004 1.0650000000000006 7.5000000000000009 4.3000000000000016 2.9000000000000008 0.3000000000000001 1.6900000000000006 2.7050000000000005 -0.99999999999999978 -0.33333333333333309 1.0450000000000006 0.70000000000000007 0.33333333333333326 875.00000000000011 2.1450000000000009 1.1000000000000003 1.1000000000000003 0.9650000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 28 23 7 6 -5 -1 9 10 11 12 -2 -7 15 16 -6 18 27 -16 -21 -17 -13 -4 -25 -9 -27 -11 -3 -30 right_child=8 2 3 5 14 13 -8 25 -10 17 -12 22 -14 -15 19 21 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 29 -31 leaf_value=0.016872557974263958 0.023414224771390865 0.0091612449955777234 0.0045923941289631653 -0.0038167560052342867 0.0087101673753678284 0.010761952889436693 0.0037785985400535477 -0.0010623124775784964 0.01724708399080634 0.011820460904734393 0.02794729497221014 0.005229412990656053 -0.0040714430859608592 -0.0007162919244754017 -0.022298754682239446 0.0015647165329364871 -0.016816972790105539 0.00031189190064294457 0.02442175218339902 0.018862169094474513 -0.013191977298558021 -0.020071441900432578 0.027752070501763086 -0.0040779754670545853 2.8307038634174004e-05 0.0099377037598509729 -0.014002162619055066 -0.0045592749966497977 -0.002988513308144077 0.0085881223311927712 leaf_weight=9.7224017977714521 9.0605640709400159 84.446790486574173 56.08780463039875 65.122657284140587 26.134681209921837 22.944037690758705 515.69005769491196 3363.8108102977276 10.593120843172072 17.924547150731087 7.3424678891897193 12.02580162882805 46.784084752202034 629.99182794988155 20.790611758828163 8.68613149225712 7.354110822081565 3357.3995993286371 10.321382582187651 3.9422184079885474 9.8017865642905218 16.302587002515793 8.9374397099018079 402.09569907188416 284.82016523182392 46.813871189951897 10.465572223067282 18.395819008350372 59.464330598711967 45.138582244515419 leaf_count=29 26 260 160 182 115 68 1460 10054 34 63 22 36 130 1879 96 42 32 9488 31 19 51 82 27 1230 873 145 35 55 167 126 internal_value=-6.16015e-05 -0.000476961 0.000510287 6.15132e-05 -0.00108374 0.00121232 0.00292698 -0.000900864 0.000613844 0.000563331 0.00639082 0.00433012 0.000387993 -0.000312949 -0.00782922 -0.00358534 0.00310443 0.000419271 0.00814873 -0.0150154 -0.00399783 -0.0125507 0.0148317 -0.00184938 -0.00237536 -0.000951374 0.00556363 0.00352433 0.00520278 0.00200707 internal_weight=9188.41 5689.63 2165.8 1976.75 3523.82 1233.75 580.813 3430.81 3498.78 3488.19 84.1504 76.8079 55.8446 652.936 93.0121 58.4775 33.4888 3404.04 46.6417 34.5346 13.744 24.9887 20.9632 743.004 686.916 3421.09 57.2794 36.3204 189.05 104.603 internal_count=27017 17105 6405 5852 10700 3589 1642 10263 9912 9878 241 219 156 1947 437 271 147 9637 149 166 70 124 63 2263 2103 10234 180 118 553 293 is_linear=0 shrinkage=0.03 Tree=331 num_leaves=28 num_cat=0 split_feature=11 11 4 10 5 8 4 12 2 4 7 12 10 4 8 4 7 4 4 7 5 7 9 9 7 10 9 split_gain=1.05017 1.24396 2.90333 4.85824 3.17546 2.83832 3.31303 2.7449 2.32598 5.01953 2.24592 2.16732 1.29051 7.78205 4.12355 2.99205 2.81568 2.91736 2.80572 5.62112 2.4626 2.04302 4.13276 3.88372 1.7083 1.4772 0.329199 threshold=3.1666666666666674 1.8333333333333337 2.015000000000001 0.83333333333333337 1.7650000000000006 3.5000000000000004 1.1250000000000007 2.9000000000000008 2.1000000000000005 1.7400000000000007 1.3 4.5000000000000009 0.33333333333333326 0.73500000000000032 3.3000000000000003 0.61500000000000021 2.9000000000000004 0.91000000000000036 0.73500000000000032 1.1000000000000003 1.1750000000000005 1.5000000000000002 1.9000000000000001 8.3000000000000025 1.7000000000000004 -0.49999999999999994 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 5 4 -4 6 10 -8 9 -7 -3 -10 18 14 15 -14 17 -15 19 25 -18 22 -20 -23 -21 -1 -2 right_child=26 2 3 -5 -6 8 7 -9 11 -11 -12 -13 13 16 -16 -17 20 -19 21 24 -22 23 -24 -25 -26 -27 -28 leaf_value=-0.0090706337802033878 -0.0037216632600826148 0.0068901742008979448 0.031237913703383524 -0.011402039424156898 0.0072408735175090262 0.0002070805151663351 0.032840352711235678 0.0092647940358636417 0.022475892425534265 -0.017401204812094437 -0.01686547877653858 -0.00041251848648658811 0.0099039255536293447 -0.0043652695490737697 0.00089973185605055799 0.0359788814376873 0.0038906024835705425 0.00076595895816276881 0.020605633950023954 0.0048732563924566976 -0.015038236416096312 -0.0011244069330761592 0.00029034363008505134 0.012160124396833605 -0.0078844309276090204 -0.026560955174732882 -0.014157569040260297 leaf_weight=6.8067167252302196 5.2206944823265058 9.4787294715642911 9.760526537895208 6.1906072944402686 10.096690014004706 118.56711742281914 6.3061412125825909 15.057945713400839 7.1303389072418195 16.611785769462585 5.7574397325515738 7.7924649864435196 6.4655545502901139 103.87287881970406 9.2439854145050031 10.222939044237135 9.1211391836404818 2495.3743501231074 9.0404676347970945 23.321680977940559 19.220394760370255 1645.3869104683399 2894.1428235471249 20.047344282269478 15.877381607890127 12.021509051322935 5.6805147975683212 leaf_count=25 19 33 30 25 34 412 20 49 24 62 20 27 23 349 30 33 37 8998 29 81 75 6007 10376 72 57 44 26 internal_value=0.000144879 0.000158416 0.0024196 0.0118022 0.0190363 0.00111058 0.00860138 0.0162237 -0.000715954 -0.00195676 -0.00208661 0.0105239 9.23368e-05 0.000619753 0.0169734 0.0258768 0.000458354 0.000560901 -0.000210153 -0.00676536 -0.00894638 -0.000126893 0.000353605 -0.000964497 -0.00029418 -0.0202379 -0.00915971 internal_weight=7503.82 7492.92 212.75 26.0478 19.8572 186.702 36.6003 21.3641 150.102 135.179 15.2362 14.9228 7280.17 2653.52 25.9325 16.6885 2627.59 2599.25 4626.64 58.0273 28.3415 4568.62 2903.18 1665.43 39.1991 18.8282 10.9012 internal_count=27017 26972 736 89 64 647 122 69 525 474 53 51 26236 9545 86 56 9459 9347 16691 207 112 16484 10405 6079 138 69 45 is_linear=0 shrinkage=0.03 Tree=332 num_leaves=25 num_cat=0 split_feature=11 6 9 10 3 5 7 2 0 13 0 10 13 8 9 5 9 11 2 5 2 8 10 2 split_gain=2.99809 2.98417 4.28741 3.93206 3.21026 2.93896 4.65387 2.9393 3.59088 4.8013 2.83396 2.7893 3.83527 3.06265 2.63536 3.12502 2.63013 2.61286 2.78038 2.28698 2.23175 2.19896 1.81254 1.05794 threshold=-3.4999999999999991 1.1000000000000003 9.5000000000000018 0.33333333333333326 2.7000000000000006 1.0250000000000006 0.50000000000000011 0.90000000000000013 575.00000000000011 1.7000000000000004 875.00000000000011 1.5000000000000004 2.3000000000000007 5.9000000000000012 3.9000000000000004 2.1350000000000011 6.3000000000000016 1.1666666666666672 2.7000000000000006 0.76500000000000024 3.3000000000000003 2.3000000000000003 0.33333333333333326 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 4 23 10 6 -2 8 21 -10 19 13 -13 -8 22 -16 -12 18 -9 -3 -19 -7 -6 -4 right_child=1 2 3 -5 14 7 11 17 9 -11 16 12 -14 -15 15 -17 -18 20 -20 -21 -22 -23 -24 -25 leaf_value=0.021974597532771416 0.018923553989647564 -0.0058627759381728898 0.027856792687292603 -0.0013693489705412097 -0.018398481103357876 -0.014017821335719069 -0.0041027004181419576 -0.00052604049860757523 0.019579860659341877 0.0025525528441460599 -0.010443372837681401 -0.009613755917644632 0.030698727120068645 -0.013520589294456759 0.0081055355712343555 0.0013732922472205987 0.0044869339608580678 -0.004923651983025969 -0.006228663714847712 0.00022107957367702288 0.013787256327377576 0.00060384980026481454 0.0024608956116362619 0.013274377845489672 leaf_weight=5.5509975254535666 7.2777005285024634 56.224776141345501 8.9425607621669823 12.500215321779249 8.1114138662815076 9.4418621063232404 127.32822800427675 1463.7235326692462 20.972447976469994 51.510719880461693 41.650064043700695 4.1124389842152578 4.3928944692015648 41.110240709036589 105.53064787387848 150.6281471401453 14.252822756767271 203.56657089293003 81.217502526938915 5080.5260047391057 5.9035465791821471 472.50099539756775 6.9711850881576529 8.9678425192832929 leaf_count=17 29 222 26 36 24 28 554 5477 63 170 265 22 24 241 295 449 70 750 513 16195 27 1474 20 26 internal_value=-6.51982e-05 -8.05152e-05 0.000310093 0.0115432 0.000247572 -0.000941353 -0.00458787 -0.000650399 0.00125371 0.00747927 8.13749e-05 -0.00555489 0.0112071 -0.00640129 0.00342926 0.0041468 -0.00663679 -0.00125213 -0.000825827 0.000154488 -0.00439632 0.000317393 -0.00875727 0.0205553 internal_weight=7992.92 7987.36 5494.31 30.4106 5463.9 2493.06 184.222 2308.84 554.426 72.4832 5192.65 176.944 8.50533 168.438 271.241 256.159 55.9029 1754.41 1544.94 5136.75 209.47 481.943 15.0826 17.9104 internal_count=27017 27000 17628 88 17540 9372 870 8502 1735 233 16752 841 46 795 788 744 335 6767 5990 16417 777 1502 44 52 is_linear=0 shrinkage=0.03 Tree=333 num_leaves=28 num_cat=0 split_feature=3 6 0 12 4 2 9 7 12 3 7 8 10 5 3 9 4 11 10 12 8 5 11 11 11 10 13 split_gain=2.7442 2.68841 4.35567 3.82783 5.31313 3.77866 2.82858 3.21867 2.87263 3.76165 2.80884 3.30545 3.38731 2.84109 3.19203 2.67027 2.67759 2.76369 2.48586 2.25855 2.96137 2.28452 2.16235 2.43755 2.02555 1.75233 1.20158 threshold=1.0000000180025095e-35 0.90000000000000013 525.00000000000011 1.5000000000000002 0.93000000000000027 0.90000000000000013 7.7000000000000002 1.7000000000000004 3.7000000000000006 1.7000000000000004 2.7000000000000006 6.9000000000000012 -1.4999999999999996 0.74500000000000033 1.1000000000000003 9.1000000000000014 1.9900000000000002 1.1666666666666672 -0.83333333333333315 1.3000000000000003 4.7000000000000002 1.2550000000000006 1.8333333333333337 1.0000000000000002 0.50000000000000022 0.33333333333333326 2.1000000000000005 decision_type=2 2 2 2 2 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 15 19 26 -6 10 22 9 -9 13 12 -12 14 -3 16 24 -18 -15 20 -4 -21 23 -8 -2 -1 -5 right_child=1 6 3 4 5 -7 7 8 -10 -11 11 -13 -14 18 -16 -17 17 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.0033855756543160202 0.00027219551712127872 0.0081835736582452582 -0.005507213399989495 -0.006067611809372599 -0.0032401217977993091 0.0034844154437601253 -0.0041818747436571631 0.0054975392334616945 0.020759127650317018 -0.018885410246078201 -0.011926480732720977 -0.012348682227879933 0.005724996976387395 0.00082280366647472251 -0.0097335775011251763 -0.01875998186594173 0.0020925069690553343 0.014012377216400135 -0.00068041280859802201 0.0090741398168757807 0.017269299028013552 0.032553154995029775 0.010831127663203535 -0.014475097996970228 -0.0024547352726894634 0.021509819456486827 -0.021777577045278523 leaf_weight=11.205701157450678 803.5665990114212 61.662096157670021 10.282282561063768 8.5911673605442065 85.956691935658455 601.33865611255169 206.39655013382435 28.349614560604095 7.7518220841884604 7.1257053315639487 10.453807085752485 11.064978942275046 152.80698612332344 1213.9669633507729 10.468187361955641 6.913906216621398 132.39093901216984 20.173597067594528 5368.8911400213838 7.2198269963264448 10.268177688121794 7.7155783772468567 7.8163640201091757 23.014749109745026 352.78052267432213 8.4001098871231061 8.9427464306354505 leaf_count=33 2261 173 28 27 251 1889 736 80 23 21 29 33 422 3517 29 22 419 61 15712 20 29 21 32 87 1011 26 25 internal_value=-6.08248e-05 -8.48067e-05 0.000870588 0.00271142 0.00222738 0.00264341 -0.000361106 -0.00331391 0.004215 0.000599889 -0.000239845 0.0035193 0.00459475 -0.000338315 0.00558328 -0.000165106 -6.6885e-05 0.00366867 -0.0004032 0.0123254 0.00587323 0.0212033 -0.00468582 -0.0052145 -0.000559742 0.0111509 -0.0140801 internal_weight=9185.52 9165.91 2056.14 740.315 704.829 687.295 7109.77 280.455 43.2271 35.4753 6829.31 174.326 163.261 6654.99 72.1303 1315.83 1308.91 152.565 6582.86 35.4859 20.5505 14.9354 237.228 229.411 1156.35 19.6058 17.5339 internal_count=27017 26958 6064 2290 2192 2140 20894 979 124 101 19915 484 451 19431 202 3774 3752 480 19229 98 57 41 855 823 3272 59 52 is_linear=0 shrinkage=0.03 Tree=334 num_leaves=16 num_cat=0 split_feature=13 6 4 8 0 4 2 4 4 8 13 6 8 9 13 split_gain=1.03726 1.20301 6.34737 1.09337 2.79513 2.57165 3.46101 3.01976 2.47975 2.37904 1.80603 1.65141 2.06535 1.58943 0.735199 threshold=6.1000000000000005 3.3000000000000003 1.1150000000000007 2.9000000000000004 350.00000000000006 1.1250000000000007 0.90000000000000013 1.3750000000000007 1.7200000000000006 2.7000000000000006 5.7000000000000011 1.0000000180025095e-35 5.7000000000000002 1.5000000000000002 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 -1 -7 9 -6 11 12 -5 -13 -4 right_child=-2 2 14 10 8 7 -8 -9 -10 -11 -12 13 -14 -15 -16 leaf_value=0.0054790725789568015 -0.011893829559390107 0.021559237913503032 -0.016264298953236889 -0.018538934986224765 0.0018372775289338976 -0.013831444467586565 -0.0069725613116459794 0.00039505587820819058 0.019755708341834505 -0.003732514816663974 0.014521682951766578 -0.015612395704602947 0.0053265388558810713 0.00024104640181021419 -0.0018038776878964464 leaf_weight=37.245673209428787 6.437686711549758 12.821967601776125 5.7551129609346372 9.1313462108373624 201.58551953732967 42.627966865897179 43.618998616933823 19.603496804833412 5.7853080481290808 104.95203682780266 7.9418081045150748 5.6962640061974517 5.0787720903754225 6988.4059973284602 7.0293066650629044 leaf_count=127 25 39 21 42 709 157 157 68 21 359 28 23 29 25188 24 internal_value=0.000143032 0.000153368 0.00664479 0.000131121 -0.00129331 -0.00476551 -0.00123743 -0.00934996 0.000297533 -6.97027e-05 0.00022358 0.000207377 -0.0100093 0.000228135 -0.00831347 internal_weight=7503.72 7497.28 25.6064 7471.67 455.419 143.096 80.8647 62.2315 312.323 306.538 7016.25 7008.31 14.2101 6994.1 12.7844 internal_count=27017 26992 84 26908 1598 509 284 225 1089 1068 25310 25282 71 25211 45 is_linear=0 shrinkage=0.03 Tree=335 num_leaves=14 num_cat=0 split_feature=4 12 11 11 6 4 2 3 5 9 8 11 5 split_gain=2.89411 3.18856 2.84136 2.89642 2.80574 3.73199 3.28254 1.91784 2.6768 0.783197 1.1589 0.921642 0.00588522 threshold=2.7150000000000003 6.5000000000000009 3.5000000000000009 -3.4999999999999991 0.90000000000000013 2.5850000000000013 3.3000000000000003 1.9000000000000001 2.0650000000000008 5.1000000000000005 7.9000000000000012 0.50000000000000022 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 -5 -6 9 -9 10 11 -2 -11 right_child=7 -3 -4 4 6 -7 -8 8 -10 12 -12 -13 -14 leaf_value=0.021630616161586191 -0.012498630090717635 0.018832151127923781 0.020322307538984924 -0.0013547211846446341 0.00022839452130536802 0.017562448391409472 -0.013785341456351278 0.016658082510688881 -0.011414588202781954 -0.022237769835596617 -0.022004175984617926 0.011765624883589964 -0.023925878227198903 leaf_weight=5.5347538292407981 3.0489577203989082 8.058556139469145 6.1578433513641349 1512.2417240105569 6403.4956653639674 9.4444029778242093 15.078776337206362 5.0043343231081945 7.8558112755417824 4.5013497024774543 4.2536067254841328 2.6191190108656883 3.1659477800130844 leaf_count=17 25 26 18 5890 20711 69 94 23 32 37 39 19 17 internal_value=-6.43975e-05 -2.90854e-05 -4.81995e-05 -6.39863e-05 -7.91085e-05 -0.00123731 0.000195473 -0.00929569 -0.000490526 -0.0157336 -0.0101686 -0.00128654 -0.0229348 internal_weight=7990.46 7960.01 7951.95 7945.8 7940.26 1521.69 6418.57 30.4491 12.8601 17.589 9.92168 5.66808 7.6673 internal_count=27017 26825 26799 26781 26764 5959 20805 192 55 137 83 44 54 is_linear=0 shrinkage=0.03 Tree=336 num_leaves=31 num_cat=0 split_feature=7 4 13 5 6 5 8 10 4 4 5 11 0 7 8 13 10 3 5 8 7 11 4 12 5 2 5 10 6 5 split_gain=2.67599 3.52227 3.42669 3.3712 2.78379 3.81188 4.12118 3.5089 3.15557 3.96026 2.75453 2.74066 2.83384 2.98261 2.91559 2.77759 2.55145 2.45438 3.87279 2.48016 2.44452 3.12187 2.29371 2.13476 5.56596 2.80555 3.47678 2.93083 2.27247 4.63037 threshold=1.3 2.2350000000000008 3.3000000000000007 0.54500000000000015 0.70000000000000007 1.4750000000000008 5.5000000000000009 1.1666666666666672 2.0850000000000013 1.7750000000000004 2.1550000000000011 -0.83333333333333315 350.00000000000006 2.1000000000000005 8.1000000000000014 3.3000000000000007 -2.4999999999999991 3.7000000000000006 2.5950000000000011 5.7000000000000002 0.3000000000000001 -0.83333333333333315 2.1050000000000009 3.3000000000000007 1.9900000000000007 1.3 1.4850000000000008 -0.33333333333333331 2.7000000000000006 2.1050000000000009 decision_type=2 2 2 2 2 2 2 2 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 16 -2 5 7 -7 -5 9 -6 11 15 14 -14 -13 -3 -1 20 19 -19 21 -18 -10 24 25 27 -27 -4 -25 -30 right_child=1 10 23 4 8 6 -8 -9 22 -11 -12 12 13 -15 -16 -17 17 18 -20 -21 -22 -23 -24 28 -26 26 -28 -29 29 -31 leaf_value=-0.010564444060481879 0.01627066127092958 0.019935644349798266 -0.0010438817621385578 0.0012526437450983295 -0.00023693434255061031 0.0021080412196701702 0.011032837233834459 -0.010226244449359281 -0.014740515148919602 0.0026415418468441719 -0.0086328597682338686 0.017001757467673833 -0.0011612207483643689 0.010739502884671575 -0.0063594285676825844 -0.0044744473115859249 -0.013958257112220004 -0.010028193204406609 -0.022779196402260428 0.01885696770074136 -0.0001308071620798009 -0.0021205023555847654 -0.0030979915119573168 -0.013917962008223308 0.017251367070020125 -0.0034069182190753972 0.01217905860326827 -0.0094438590385159046 0.010741663766339882 -0.025285608231944551 leaf_weight=21.997741684317589 11.834723904728888 19.955309346318248 65.152363523840904 256.68992887437344 3452.392924234271 117.9098554700613 76.959179729223251 26.435232758522034 18.31792725622654 491.39889620244503 12.974352985620497 23.512684330344204 78.933500498533249 24.94300851225853 6.044135555624961 5.3122331053018561 24.1750148832798 6.2275281772017497 11.108697831630705 4.6901484876871109 4012.7049353867769 117.5119744092226 90.330212876200676 33.474105328321457 12.0160945802927 37.669166624546051 19.574708163738251 87.708818376064301 10.78825271129608 4.5710524916648856 leaf_count=65 35 76 203 748 9655 330 221 79 53 1421 37 81 289 100 21 18 84 32 60 17 12067 394 272 119 43 105 59 272 38 23 internal_value=-5.92736e-05 0.000439375 -0.000585209 0.00027995 0.000238177 0.00240347 0.00563269 0.000180867 -1.72236e-05 0.000121726 0.00465753 0.00574407 0.0040285 0.0016964 0.0122246 0.0148037 -0.000374181 -0.000320507 -0.0103084 0.00238065 -0.000267552 -0.00414029 -0.00506091 -0.00385508 -0.00260651 -0.0037422 0.00192275 -0.00586363 -0.00953424 1.96585e-05 internal_weight=9183.31 4713.94 4469.37 4542.27 4530.43 477.994 194.869 283.125 4052.44 3943.79 171.675 158.701 133.433 103.877 29.5568 25.2675 4198.42 4176.42 22.0264 10.9177 4154.39 141.687 108.648 270.955 222.121 210.105 57.2439 152.861 48.8334 15.3593 internal_count=27017 13436 13581 12814 12779 1378 551 827 11401 11076 622 585 491 389 102 94 12719 12654 109 49 12545 478 325 862 682 639 164 475 180 61 is_linear=0 shrinkage=0.03 Tree=337 num_leaves=17 num_cat=0 split_feature=8 8 7 13 8 4 3 10 5 7 4 13 9 9 8 9 split_gain=1.02117 1.50213 1.47141 2.62354 1.293 2.50522 2.48487 4.60553 3.74939 1.90547 3.19804 3.1439 1.53102 3.57463 1.23757 0.488093 threshold=1.1000000000000003 1.7000000000000004 1.7000000000000004 2.5000000000000004 2.5000000000000004 1.0650000000000006 0.90000000000000013 -1.0000000180025095e-35 1.4250000000000007 1.5000000000000002 0.94500000000000017 2.7000000000000006 1.5000000000000002 1.7000000000000004 3.9000000000000004 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 2 3 -2 5 9 7 -7 -8 11 -11 -3 -6 -14 -15 -1 right_child=1 4 -4 -5 12 6 8 -9 -10 10 -12 -13 13 14 -16 -17 leaf_value=-0.0023015673656933168 0.0179810142848034 -0.0028619473383725337 0.019792980795583566 -0.0084599650507202785 -0.015425819157259706 0.018978836345226919 -0.019101235622598408 -0.0098519766889219977 -0.0039651489618677815 -0.012550440967033033 0.0068024778171039075 0.01164269720842242 0.017537037305463941 0.00089536993930750116 -3.4424394074319916e-05 -0.015072791500979246 leaf_weight=5.080076187849043 5.8325241059064892 25.869607299566269 6.7013850063085547 8.0231807678937894 5.6443907767534247 9.1929518729448336 21.332037925720215 10.898393228650091 47.585207745432854 18.677320584654812 13.057264953851698 28.012437283992767 10.693433195352553 1672.5330702140927 5608.9955752268434 5.7323650568723679 leaf_count=20 19 91 21 28 23 33 80 40 184 66 44 94 33 5665 20553 23 internal_value=0.000140451 0.000153745 0.0082521 0.0026703 0.000131466 -0.00241966 -0.00594381 0.00333979 -0.00865024 0.0012441 -0.00458764 0.00467879 0.00019251 0.000204599 0.000179145 -0.00907241 internal_weight=7503.86 7493.05 20.5571 13.8557 7472.49 174.625 89.0086 20.0913 68.9172 85.6166 31.7346 53.882 7297.87 7292.22 7281.53 10.8124 internal_count=27017 26974 68 47 26906 632 337 73 264 295 110 185 26274 26251 26218 43 is_linear=0 shrinkage=0.03 Tree=338 num_leaves=14 num_cat=0 split_feature=4 12 11 11 6 9 2 3 5 9 8 8 5 split_gain=2.78792 3.07304 2.74671 2.79278 2.64535 3.58593 3.18366 1.88235 2.56869 0.779932 1.14675 0.896042 0.00550711 threshold=2.7150000000000003 6.5000000000000009 3.5000000000000009 -3.4999999999999991 0.90000000000000013 2.9000000000000004 3.3000000000000003 1.9000000000000001 2.0650000000000008 5.1000000000000005 7.9000000000000012 6.5000000000000009 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 -5 -6 9 -9 10 11 -2 -11 right_child=7 -3 -4 4 6 -7 -8 8 -10 12 -12 -13 -14 leaf_value=0.021282178907354066 -0.012566587482124542 0.018497328372372526 0.02001537082707365 -0.0085619677030481962 0.00022044081693168896 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9 4 8 13 4 3 4 5 9 split_gain=2.65027 4.47063 4.93234 4.3243 6.54281 4.62967 5.89289 4.89431 5.26218 4.70056 4.56279 4.0925 4.0156 4.77742 4.43609 3.5847 3.53056 4.01835 3.48973 4.10533 3.6073 3.38017 3.33061 9.27373 3.6044 4.59204 3.91094 3.21264 3.89073 4.74525 threshold=1.5000000000000002 1.9000000000000001 6.3000000000000016 200.00000000000003 -0.83333333333333315 0.3000000000000001 2.3000000000000007 350.00000000000006 6.9000000000000012 2.5000000000000004 1.9650000000000005 1.9250000000000003 2.3000000000000007 -1.8333333333333328 1.1000000000000003 7.9000000000000012 200.00000000000003 2.1250000000000004 3.5000000000000004 0.50000000000000011 1.7000000000000004 8.5000000000000018 0.93000000000000027 3.7000000000000006 4.5000000000000009 1.1050000000000006 2.3000000000000003 2.0450000000000008 1.7000000000000004 6.7000000000000002 decision_type=2 2 2 2 2 2 2 2 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 16 22 4 27 -5 11 8 -8 -9 12 -7 14 -14 -6 -4 17 -2 -18 20 -20 -21 23 -3 26 -26 -24 28 -1 -30 right_child=1 2 15 5 10 6 7 9 -10 -11 -12 -13 13 -15 -16 -17 18 -19 19 21 -22 -23 24 -25 25 -27 -28 -29 29 -31 leaf_value=0.002771917806683667 0.0014313544884555021 0.010001895380097818 -0.0085877847588998468 0.0064158878614120592 0.0026776209270689077 -0.00024558056159655579 0.0036184421895050769 0.0013918265537157045 0.014878276063496725 -0.0071887124825531614 0.0107775126356626 -0.0085924685781433151 -0.02482979626992388 -0.0041089505664526392 -0.0027373375986791352 0.011287570182420386 -0.0045588899672292195 -0.016674078290909035 -0.0090629562231469719 -0.00066044620251717574 0.01033896010247606 -0.0077640560902168905 0.004110523752475565 -0.030043635049366316 0.019441752169595015 -0.0067335626648334541 0.015177575832087776 -0.014877909396705222 0.004461871139759507 0.033936200379534438 leaf_weight=207.97919139266014 507.89723482728004 11.406418561935427 54.844644457101822 126.28746166825294 209.10220435261726 2318.0118875056505 302.70216004550457 1719.0259595960379 42.613218382000923 59.446645334362984 23.92643079161644 54.100613281130791 10.240551322698591 453.30447772145271 390.33499532938004 9.5960285365581495 329.46561472862959 11.277418822050093 89.050191730260849 1781.4820245280862 9.5493941307067853 62.398511752486229 274.43713553249836 9.5723844766616804 6.9575931429862967 45.344175800681114 32.099626839160919 8.4154395461082441 12.015826672315599 8.3199591636657697 leaf_count=571 1508 33 159 364 594 6479 854 5070 136 169 70 174 28 1256 1074 28 1131 32 320 5586 27 236 770 27 20 129 90 24 34 24 internal_value=-5.80567e-05 -0.000749028 0.00204618 0.00031793 -0.00119393 0.000750877 0.000591749 0.00173961 0.00500795 0.00110502 -0.00217828 -0.000435947 -0.0024699 -0.00456671 -0.000848433 -0.00562809 -0.00119394 0.00103807 -0.00170399 -0.00121976 -0.00718388 -0.000900839 0.00334822 -0.00827042 0.00402748 -0.00325152 0.00526943 0.00332555 0.00399651 0.0165207 internal_weight=9181.21 3235.38 444.258 5945.83 1323.64 4622.19 4495.9 2123.79 345.315 1778.47 1086.91 2372.11 1062.98 463.545 599.437 64.4407 2791.12 519.175 2271.95 1942.48 98.5996 1843.88 379.817 20.9788 358.839 52.3018 306.537 236.73 228.315 20.3358 internal_count=27017 10096 1256 16921 3675 13246 12882 6229 990 5239 3022 6653 2952 1284 1668 187 8840 1540 7300 6169 347 5822 1069 60 1009 149 860 653 629 58 is_linear=0 shrinkage=0.03 Tree=340 num_leaves=13 num_cat=0 split_feature=13 6 4 8 13 9 9 7 0 2 6 5 split_gain=0.996084 1.14163 6.0389 1.04988 2.42558 1.4736 3.40781 1.33789 2.60957 2.00601 1.26134 0.73325 threshold=6.1000000000000005 3.3000000000000003 1.1150000000000007 2.5000000000000004 4.7000000000000011 1.5000000000000002 1.7000000000000004 0.90000000000000013 200.00000000000003 0.90000000000000013 2.7000000000000006 1.5850000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 7 -5 -7 8 -1 -9 -8 -4 right_child=-2 2 11 5 -6 6 10 9 -10 -11 -12 -13 leaf_value=-0.026137219596584667 -0.011703996618285436 0.020913035172564182 -0.001557682872759412 -0.015216531055381186 0.014217813683026926 0.017069576256385697 0.00023254454926688371 0.0031900555144293787 -0.0044315502714032014 -0.0039786622278235005 -0.0024196963579662528 -0.016001385123249598 leaf_weight=5.7697600424289694 6.3876473605632773 12.923214942216875 6.8835216462612134 5.5865291059017173 7.9641855061054221 10.757749766111372 7088.6261060386896 55.401103168725967 36.651271387934685 96.019586876034737 165.13884373009205 5.8529780358076096 leaf_count=22 25 39 23 23 28 33 25561 195 138 348 560 22 internal_value=0.000137699 0.000147788 0.00646482 0.000126094 -0.00200832 0.000185342 0.000197186 -0.00267499 -0.00738378 -0.0013558 0.000172164 -0.0081952 internal_weight=7503.96 7497.57 25.6597 7471.92 201.806 7270.11 7264.52 193.842 42.421 151.421 7253.76 12.7365 internal_count=27017 26992 84 26908 731 26177 26154 703 160 543 26121 45 is_linear=0 shrinkage=0.03 Tree=341 num_leaves=31 num_cat=0 split_feature=7 2 9 5 12 5 4 8 13 6 0 10 8 9 10 5 0 9 13 9 4 13 5 4 9 13 10 5 4 2 split_gain=2.72475 3.97012 4.18062 5.03866 4.32606 4.16987 4.07254 3.37792 4.32942 6.42152 4.44839 3.35279 3.31454 3.12512 3.97594 5.86862 3.36629 6.30265 4.50829 3.20987 3.63777 3.20447 3.04451 3.2211 3.61587 3.40093 2.98805 2.91088 2.97955 2.81572 threshold=2.1000000000000005 0.50000000000000011 3.7000000000000006 1.4650000000000007 1.9000000000000001 1.6250000000000002 0.90000000000000036 3.9000000000000004 3.3000000000000007 2.9000000000000004 525.00000000000011 -0.83333333333333315 3.7000000000000006 3.5000000000000004 0.50000000000000022 1.4650000000000007 475.00000000000006 3.1000000000000005 5.1000000000000005 6.5000000000000009 1.7750000000000004 4.7000000000000011 2.1150000000000007 1.4750000000000008 3.9000000000000004 1.5000000000000002 1.1666666666666672 1.2450000000000008 1.3550000000000006 0.3000000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 -6 12 8 11 10 -10 -1 -3 14 15 16 17 -2 -18 20 29 -22 23 25 -25 -9 -8 -16 -29 -15 right_child=13 2 -4 4 5 -7 26 22 9 -11 -12 -13 -14 19 27 -17 18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.017474353429666595 -0.00059801230150206732 0.0097632901722995123 0.00023316980050414187 0.020240578404092113 0.00546198479781151 -0.0030323284824923984 -0.004296031225950115 0.017343763459395652 0.018571813993391417 -0.017331443139069033 -0.0034719949720317164 -0.0021828574550949906 -0.0058404255115459738 -0.017422062136747515 0.0039991458401082564 -0.019784504481895747 -0.005709024058307503 0.023851047714285978 0.02360877290788823 0.0033924769035453789 -0.011147209354674035 0.0090207165024100752 0.013862746597145332 0.012381161276742488 -0.010595014444996845 0.0036759532790595776 0.0023133339629382811 0.0021175100120260659 0.030839699764592925 -0.0020730024179383758 leaf_weight=14.91962870955467 25.997363470494747 38.048589169979095 5724.4267929159105 11.249711781740187 102.24277438223362 105.87085696309805 637.70261992886662 17.410148203372955 26.708221167325974 8.2875156700611097 11.914270728826521 95.556038782000542 18.071178466081619 11.016400307416914 23.506115481257439 12.855423063039778 50.872900288552046 14.944392234086989 5.2033597379922858 69.165816083550453 75.278291597962379 7.8277988433837882 27.480872213840485 8.047380253672598 26.347311586141586 278.22284065186977 68.139852248132229 4.9205777347087851 9.5775283947586995 455.82027861475945 leaf_count=43 105 121 18828 34 356 341 2494 50 76 23 35 275 57 36 103 50 216 58 18 232 426 35 80 27 85 824 291 16 44 1638 internal_value=-6.26295e-05 0.000117955 -7.69707e-05 -0.00188613 0.00212029 0.00114079 -0.00303955 0.00265659 -0.00100566 0.00663013 0.0117717 -0.00424796 0.00473872 -0.00176271 0.00215554 -0.000737532 0.0017863 0.00832628 -0.0029886 -0.00269861 -0.00346468 -0.00924758 0.00426881 0.00346994 -0.00521924 0.00448087 -0.00365798 0.0105197 0.0210915 -0.00243521 internal_weight=7987.63 7220.65 6705.75 981.326 219.363 208.114 761.962 514.894 157.386 46.91 38.6225 110.476 56.1198 766.986 147.878 109.873 97.018 40.9418 56.0763 619.109 549.943 83.1061 357.509 330.028 34.3947 295.633 705.842 38.0042 14.4981 466.837 internal_count=27017 24040 22522 3694 731 697 2963 1518 452 134 111 318 178 2977 610 447 397 163 234 2367 2135 461 1066 986 112 874 2785 163 60 1674 is_linear=0 shrinkage=0.03 Tree=342 num_leaves=25 num_cat=0 split_feature=3 7 11 3 5 5 10 2 6 0 12 4 5 10 7 5 4 9 4 7 12 9 10 9 split_gain=2.59314 2.50577 3.18286 4.18599 5.71666 5.0319 3.35487 2.95273 2.60495 3.88441 3.62214 5.79999 3.03904 4.40959 3.92545 2.61559 4.58572 2.46077 2.51729 2.37277 2.17192 1.7012 1.5928 1.12017 threshold=1.0000000180025095e-35 0.3000000000000001 -0.83333333333333315 0.90000000000000013 2.1050000000000009 2.2350000000000008 0.83333333333333337 1.3 0.90000000000000013 525.00000000000011 1.5000000000000002 0.93000000000000027 1.9250000000000003 2.1666666666666674 0.50000000000000011 1.9100000000000006 1.7150000000000005 9.1000000000000014 1.9900000000000002 2.7000000000000006 1.3000000000000003 4.7000000000000002 -0.49999999999999994 4.9000000000000012 decision_type=2 2 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 22 7 6 -6 -5 -4 9 17 20 -12 15 14 -14 19 -17 18 -3 -10 -11 -1 -2 -24 right_child=1 8 3 4 5 -7 -8 -9 12 10 11 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 leaf_value=0.0034153484593306633 -0.0036482863473100658 -0.00043692885893163567 0.00045168103972969534 -0.004739584777173826 0.030339065364518501 -0.00070100600548568949 -0.019501306900248289 0.024930297467296362 -0.00020953173100632673 0.0057128640562706147 -0.015126429576512914 0.0026496800690511461 -0.0094422646528207789 -0.021825668285475764 -0.0011970782942845619 0.016260090976560226 -0.0099094084820971606 -0.01823476084615502 0.0037012064516333768 0.0033491653014368862 0.020756934039530796 0.021384701309120246 -0.030508740877016827 -0.013695518983130211 leaf_weight=11.444876670837404 8.7834779173135775 1140.0228959769011 9.9411310255527514 63.365205273032188 6.9987650662660625 14.312658362090586 17.734134346246719 8.0072125196456891 5993.0399099588394 20.509553015232086 16.9366554915905 670.64558780193329 55.934080995619297 10.003469705581663 732.80400677025318 21.212177470326427 8.4179820269346219 6.6633173674345008 149.67198483645916 173.50415770709515 14.919783174991606 8.0958517640829069 5.5035232454538336 10.131980471312998 leaf_count=34 30 3219 29 212 26 64 54 22 17103 57 50 2090 242 33 2562 67 24 21 473 482 41 25 18 39 internal_value=-5.67704e-05 -8.00615e-05 -0.0039955 -0.00199194 -0.00433412 0.00949269 -0.00796756 0.0113722 -1.71758e-05 0.000931982 0.00269382 0.00221182 -0.000291189 -0.00203282 -0.00178179 -6.66771e-05 0.00882529 -5.06388e-05 4.3311e-05 -0.000109403 0.0120481 0.0108602 -0.0138709 -0.0196136 internal_weight=9178.6 9159.06 144.778 120.359 102.411 21.3114 81.0993 17.9483 9014.29 2019.37 723.012 687.582 6994.92 798.742 788.738 6196.17 29.6302 1296.36 1289.69 6166.54 35.4293 19.5407 24.419 15.6355 internal_count=27017 26958 494 407 356 90 266 51 26464 5951 2238 2140 20513 2837 2804 17676 91 3713 3692 17585 98 59 87 57 is_linear=0 shrinkage=0.03 Tree=343 num_leaves=28 num_cat=0 split_feature=10 6 4 2 8 4 7 8 5 5 5 5 6 4 0 11 0 10 0 4 5 10 10 13 12 10 5 split_gain=0.987082 2.63163 2.487 2.34943 2.99012 4.19476 2.88065 2.88043 4.01135 3.37062 1.35639 4.36809 3.39156 2.55468 2.46535 2.89343 2.44228 2.63659 2.19012 2.17075 1.96812 3.75887 1.83756 1.62457 1.384 2.97491 1.29169 threshold=1.5000000000000004 0.3000000000000001 2.7950000000000004 1.7000000000000004 4.5000000000000009 1.1450000000000007 2.1000000000000005 4.9000000000000012 2.1550000000000011 2.0750000000000011 2.725000000000001 2.5050000000000012 0.70000000000000007 2.0450000000000008 350.00000000000006 0.83333333333333337 475.00000000000006 0.50000000000000022 525.00000000000011 1.3850000000000007 2.475000000000001 1.0000000180025095e-35 -1.1666666666666663 2.3000000000000007 5.700000000000002 1.0000000180025095e-35 2.4450000000000007 decision_type=2 2 2 2 2 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 4 5 -3 -6 9 -9 -5 11 20 -12 16 15 19 17 -14 -18 -13 24 -22 -16 -24 26 -26 -1 right_child=1 2 -4 7 6 -7 -8 8 -10 -11 12 14 13 -15 22 -17 18 -19 -20 -21 21 -23 23 -25 25 -27 -28 leaf_value=0.00010829860550006296 -0.016643118327997797 0.01169142583158325 0.020626082354651468 0.0053538638360267881 0.0096722192316508956 -0.0055824139041232108 -0.0090454940333319772 -0.0053080651567061349 0.014656373379276713 -0.01986904677511752 0.027037400080983168 0.010125223835467609 -0.016823301018806729 0.022600868909039642 0.0055975868344943502 0.02000324279210524 0.016245933455591902 0.0087619280138064339 -0.0042924296215412303 -0.016625244230491078 -0.0024462350913825371 0.026380276685936437 -0.0078098022247468264 -0.020064204421054787 0.0015925181503075516 -0.024613618220606547 -0.0092921755486146881 leaf_weight=6989.8028661236167 6.9294871389865866 17.782268941402435 6.3527482599019995 77.189684614539146 81.794901967048645 43.857988178730011 8.1359759718179685 104.04952046275139 9.9214062988758069 5.0822347700595847 5.6139003187417975 4.3528561890125292 11.673209935426714 4.8456926494836798 4.8881496712565413 5.3412806540727606 10.188193559646608 5.2577189803123465 8.6318152695894224 7.3237202167510986 9.097118593752386 7.3688291013240805 19.538624674081802 19.40733315050602 9.9849090650677699 6.3959052413702002 13.180123448371885 leaf_count=25006 33 57 25 279 271 145 28 445 35 20 22 21 54 18 22 24 45 22 39 32 38 28 88 87 46 31 56 internal_value=0.000136037 0.00166634 0.00202458 0.00168482 0.00449037 -0.000599176 0.00797884 -0.000482086 -0.00357012 0.00379575 5.86757e-05 2.53162e-05 0.00518179 0.00215949 -0.00797781 0.00171337 -0.000611142 -0.00887808 0.00682599 -0.00665306 9.45342e-05 0.0104542 -0.0117403 -0.0139163 7.02327e-05 -0.00863969 9.06062e-05 internal_weight=7503.99 361.096 354.167 347.814 151.571 61.6403 89.9309 196.243 113.971 82.2719 7142.89 7096.68 46.2105 40.5966 60.852 17.0179 35.7509 16.9309 18.82 11.6766 7035.83 16.4659 43.8341 38.946 7019.36 16.3808 7002.98 internal_count=27017 1338 1305 1280 501 202 299 779 480 299 25679 25479 200 178 274 77 160 76 84 53 25205 66 197 175 25139 77 25062 is_linear=0 shrinkage=0.03 Tree=344 num_leaves=26 num_cat=0 split_feature=11 8 9 6 10 4 11 5 11 10 8 3 5 4 11 4 2 6 10 10 8 0 6 5 5 split_gain=2.68537 2.78237 4.78447 4.33282 4.61723 3.90526 3.57721 3.44916 3.85854 4.42594 3.35727 3.12082 2.72109 2.68756 2.57 2.47869 2.37997 5.09275 2.60773 2.16502 1.98988 1.92294 1.82662 1.05871 1.04621 threshold=-3.4999999999999991 5.5000000000000009 4.3000000000000016 2.7000000000000006 -1.0000000180025095e-35 1.8900000000000006 -1.0000000180025095e-35 1.1750000000000005 -0.66666666666666619 1.0000000180025095e-35 4.5000000000000009 3.9000000000000004 0.7150000000000003 2.3150000000000008 2.5000000000000004 0.78500000000000036 2.7000000000000006 1.7000000000000004 -2.1666666666666656 -0.83333333333333315 3.5000000000000004 350.00000000000006 0.70000000000000007 2.7550000000000012 0.62500000000000033 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 12 6 14 -5 8 9 -4 22 13 24 -9 20 -10 18 -18 -14 -12 -2 -6 -7 -13 -3 right_child=1 3 7 4 21 10 -8 11 15 -11 19 23 16 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.020920241203465837 0.0011173768956655697 -0.0056776799634501145 -0.0015667688253940867 0.0028715001588532681 0.010753606128959193 -0.016455263858099121 0.030668073703817501 0.001050100881986251 0.011668615711248611 0.010049549215778348 -0.0021517803962057646 0.0076652355926652427 -0.0091371559021368211 0.012650133023215257 -0.016288715819003086 -0.0039575915155245535 -0.0076658303051459825 0.016318235621907758 -0.00070971101849979829 -0.017713399743447482 -0.0012785742684236088 -0.0082052442340988692 0.0051076167065617203 0.024087314246817353 -0.024221954358238439 leaf_weight=5.485560029745101 418.02329310774803 4.9417133145034295 79.533636428415775 6.6668777465820339 7.9499996602535274 4.3874749615788486 11.111574172973631 3484.2662229016423 9.424571365118025 46.942941062152386 11.037079855799673 7.714778780937193 33.567296653985977 18.068783909082413 9.5374459028244001 298.42798985540867 91.331932328641415 8.729579880833624 2125.9046488553286 29.693363405764103 1229.6786302775145 12.20938119292259 18.212627932429314 6.5184564292430878 6.1400671042501926 leaf_count=17 1349 28 278 21 24 27 32 10607 29 167 64 25 143 91 29 1070 587 46 7786 173 4243 38 88 23 32 internal_value=-6.25822e-05 -7.7006e-05 0.000280389 -0.000955026 0.00909975 -0.00104 0.0202444 0.000855404 -0.0016668 0.00274473 -0.00835132 0.00116692 -0.00112302 0.00110995 -0.000760601 -0.00347921 -0.00105029 -0.00557341 -0.000840709 -0.0134965 -0.00067072 -0.000728683 0.000921503 0.0151861 -0.0159525 internal_weight=7985.51 7980.02 5671.47 2308.55 37.9378 1720.57 17.7785 3950.9 434.329 126.477 63.3305 3516.57 2270.62 3502.34 1657.24 307.853 2259.53 100.062 2159.47 40.7304 1647.7 20.1594 22.6001 14.2332 11.0818 internal_count=27017 27000 18263 8737 115 5973 53 12290 1544 445 352 10746 8622 10698 5621 1099 8562 633 7929 237 5592 62 115 48 60 is_linear=0 shrinkage=0.03 Tree=345 num_leaves=30 num_cat=0 split_feature=3 0 9 6 9 10 10 10 12 2 3 11 10 12 5 5 4 10 11 4 9 5 3 7 4 6 5 12 10 split_gain=2.48698 2.43627 2.95226 3.35054 3.55496 3.76048 3.0684 2.7556 5.40348 3.27382 2.70399 2.46937 2.26137 5.37973 4.7737 2.93565 2.77476 2.56769 2.43987 2.92073 2.30482 4.96881 2.6876 2.26099 2.10466 2.21668 1.96535 1.839 1.69931 threshold=1.0000000180025095e-35 725.00000000000011 6.3000000000000016 2.3000000000000003 4.9000000000000012 -1.4999999999999996 -2.1666666666666656 -1.4999999999999996 3.3000000000000007 2.7000000000000006 0.3000000000000001 -1.0000000180025095e-35 -1.4999999999999996 3.7000000000000006 1.5850000000000006 1.4350000000000007 2.1750000000000012 1.1666666666666672 -0.66666666666666619 2.0650000000000008 4.9000000000000012 1.4150000000000007 0.90000000000000013 1.7000000000000004 0.81500000000000028 1.9000000000000001 1.4250000000000007 4.9000000000000012 0.33333333333333326 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 2 3 7 10 -6 11 8 -2 -9 -5 -4 13 15 -15 23 -16 20 26 -20 22 -22 -14 -3 25 -8 -19 -26 -1 right_child=1 12 6 4 5 -7 24 9 -10 -11 -12 -13 17 14 16 -17 -18 18 19 -21 21 -23 -24 -25 27 -27 -28 -29 -30 leaf_value=0.0029947239274561413 0.0050893992455624659 0.0050200884434836862 -0.0022582846907606836 0.016850386946555804 -0.023338066559795943 -0.0043553197355161175 -0.015882153522149969 -5.8836933700625131e-06 -0.0033117129878677556 0.0044073254274735966 -0.00074232041054343452 0.02027483894061918 -0.0056654862762148617 -0.02803244681158077 -0.012967034653474379 -0.0057085976566589426 0.011937115690347914 -0.0035197060416338214 0.0016064067965067786 -0.012286822714317781 0.01449154936636776 0.0032656743479304363 0.0033194308180641233 0.027263300362673003 -0.001194904453977513 0.0033034917658242157 0.014941903395615927 -0.0067126955718766305 0.020899039101283299 leaf_weight=11.161135420203211 256.834926456213 11.490920528769498 7.49859590828419 8.0371559858322126 9.8545178025960904 200.19711419939995 17.908038109540943 6089.9121252372861 94.166861340403557 155.13603998720646 362.62483911216259 10.514826104044912 39.147714704275131 11.377502873539926 9.8922799229621905 13.099842756986616 6.790346384048461 9.641269117593767 26.109342873096466 28.466283336281776 47.128486186265945 143.6433714479208 127.70328992605209 6.4056219309568396 1387.2963434904814 7.7721885442733756 11.239974439144133 56.578724980354309 8.3328384757041913 leaf_count=33 717 40 23 22 33 622 64 17360 282 506 1050 32 147 38 28 39 22 35 80 98 172 433 433 25 4381 28 35 213 26 internal_value=-5.59208e-05 -7.87094e-05 -0.000195335 5.67837e-05 -0.00212783 -0.00524589 -0.00141168 0.000249117 0.00283555 0.000103747 -0.000360853 0.0108948 0.00197455 -0.00353244 -0.013049 0.0050826 -0.00283027 0.00272551 -0.00230338 -0.00564021 0.00378658 0.00603893 0.00121133 0.0129815 -0.00156253 -0.0100756 0.00641783 -0.00141112 0.0106481 internal_weight=9175.96 9156.47 8664.33 7176.76 580.714 210.052 1487.57 6596.05 351.002 6245.05 370.662 18.0134 492.136 59.0565 28.0601 30.9964 16.6826 433.08 75.4569 54.5756 357.623 190.772 166.851 17.8965 1469.56 25.6802 20.8812 1443.88 19.494 internal_count=27017 26958 25333 20592 1727 655 4741 18865 999 17866 1072 55 1625 192 88 104 50 1433 248 178 1185 605 580 65 4686 92 70 4594 59 is_linear=0 shrinkage=0.03 Tree=346 num_leaves=19 num_cat=0 split_feature=11 11 10 6 3 3 3 8 7 7 13 5 2 0 4 5 5 4 split_gain=0.993544 1.17663 2.80861 3.52945 2.88499 2.49133 3.54305 2.26219 2.25801 2.02169 1.9195 1.25989 1.21325 1.40373 1.3424 1.16501 1.04743 0.328916 threshold=3.1666666666666674 1.8333333333333337 -0.83333333333333315 1.3 3.1000000000000005 1.5000000000000002 1.9000000000000001 6.1000000000000005 1.5000000000000002 1.3 2.5000000000000004 3.0650000000000008 3.9000000000000004 575.00000000000011 2.975000000000001 2.5050000000000012 1.7000000000000004 1.5150000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 7 5 9 8 -7 10 -4 -5 -3 12 14 -14 15 -1 -12 -2 right_child=17 2 3 4 -6 6 -8 -9 -10 -11 16 -13 13 -15 -16 -17 -18 -19 leaf_value=0.00011227114868157882 -0.0038558985565410736 0.0032107001438888747 -0.018629236612562418 0.0024621361475905936 -0.024075169675825778 0.016056370550512504 0.0023631821779766192 -0.0053466043273757745 0.0064112146283398543 -0.0067443183365007214 0.012327686633934064 0.01131397303191525 0.003159472223054335 -0.022268604539915492 0.012527532313301422 -0.0032544005265673489 0.026796893092268102 -0.014332122701047702 leaf_weight=7161.6061606258154 5.5360932350158674 9.6840492039918917 6.9366197139024717 45.188572213053703 5.6314720362424842 26.609871104359627 47.121922865509987 6.7827714830636969 6.0834473967552185 40.893710017204285 8.7535334825515765 8.9787237048149091 3.3681268841028196 4.6533093079924583 7.7918914034962645 93.717079907655716 9.2724214792251569 5.2598961815237999 leaf_count=25690 23 33 24 157 28 85 164 24 20 142 28 38 21 39 34 414 31 22 internal_value=0.000134333 0.000147436 0.00234546 0.000830836 -0.00327234 0.0051687 0.00730507 0.0101822 -0.00692943 -0.00191142 0.0139832 8.31396e-05 6.92713e-05 -0.0115916 8.21496e-05 6.87838e-05 0.0197705 -0.00896 internal_weight=7503.87 7493.07 212.958 178.466 91.7138 86.7519 73.7318 34.4928 13.0201 86.0823 27.71 7280.12 7271.14 8.02144 7263.12 7255.32 18.026 10.796 internal_count=27017 26972 736 620 327 293 249 116 44 299 92 26236 26198 60 26138 26104 59 45 is_linear=0 shrinkage=0.03 Tree=347 num_leaves=23 num_cat=0 split_feature=11 11 3 8 13 0 11 0 10 9 7 3 11 12 9 9 9 9 7 9 2 11 split_gain=2.63459 2.65951 3.42295 3.86255 3.53882 3.92147 3.5797 3.4548 3.29873 3.60983 2.9363 5.87484 3.14829 2.75121 5.37497 2.40441 2.25755 2.91841 3.39905 3.24578 2.18962 1.51154 threshold=3.5000000000000009 2.1666666666666674 2.7000000000000006 6.7000000000000002 2.3000000000000007 350.00000000000006 -1.0000000180025095e-35 875.00000000000011 1.8333333333333339 9.3000000000000025 0.90000000000000013 1.1000000000000003 -2.8333333333333326 2.3000000000000007 4.1000000000000005 3.3000000000000003 7.1000000000000005 5.1000000000000005 0.70000000000000007 3.9000000000000004 1.5000000000000002 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 8 6 -6 -5 10 9 -4 11 -1 -12 14 -9 -3 17 19 -19 -17 -18 -15 right_child=-2 15 3 4 5 -7 -8 13 -10 -11 12 -13 -14 21 -16 16 20 18 -20 -21 -22 -23 leaf_value=-0.0016749543027400307 0.019647428229646078 -0.024012633483180661 0.003930455266835828 0.0018882819573060791 -0.013186343616430082 0.01477928369548614 -0.022640041427031389 -0.023250202168532505 0.021328798922710116 -0.01752071023583578 0.013937027385788446 0.0020779263111807169 -0.00043829609510780414 -0.010275621988327663 0.015367533975194716 0.008323352097648444 -0.025606285020220696 0.017364176131253711 -0.0010950912482208276 -0.011630130475991563 -0.0037943554606350771 -0.003489821137959538 leaf_weight=529.40409280359745 6.0992381870746604 5.4394765943288794 302.80937066674232 8.4715489894151705 7.3942369073629406 11.580357685685156 14.55568292737007 4.262721590697768 9.5529000759124738 7.228919953107833 13.745536394417284 1290.6266058832407 5525.1099127084017 53.021792583167553 13.569421254098414 9.2626372873783094 7.6441501826047924 11.509319141507147 40.81736297160387 35.294440589845181 9.041317939758299 66.718653246760368 leaf_count=1770 18 19 876 27 24 34 45 27 28 22 41 3841 19028 352 71 29 22 34 124 114 26 445 internal_value=-6.19921e-05 -7.70618e-05 -9.6506e-06 0.00284125 -0.00571161 0.00388132 -0.0136163 -0.000147164 0.0039653 0.0034303 -5.91072e-05 0.000986302 -0.000402621 -0.00485743 0.00613608 -0.00452817 -0.00359495 -0.00183964 0.00296505 -0.00748215 -0.0137871 -0.00649461 internal_weight=7983.16 7977.06 7858.05 361.593 42.0018 18.9746 23.0272 7496.46 319.591 310.038 7358.89 1820.03 5538.86 137.573 17.8321 119.009 113.569 96.8838 52.3267 44.5571 16.6855 119.74 internal_count=27017 26999 26631 1056 130 58 72 25575 926 898 24680 5611 19069 895 98 368 349 301 158 143 48 797 is_linear=0 shrinkage=0.03 Tree=348 num_leaves=31 num_cat=0 split_feature=5 7 11 5 3 5 10 5 2 10 2 3 2 10 0 13 0 3 5 11 12 4 4 4 6 13 4 2 11 10 split_gain=2.42665 2.55261 2.97426 3.79925 5.47122 4.76895 3.18257 2.73675 4.7082 3.95179 2.58984 2.57066 4.25614 2.70657 2.62535 2.55051 2.53971 2.32151 2.30498 2.25076 2.50644 3.14127 2.76031 2.46703 2.23716 1.89492 2.40512 1.86387 1.60834 1.5568 threshold=0.76500000000000024 0.3000000000000001 -0.83333333333333315 2.1050000000000009 0.90000000000000013 2.2350000000000008 0.83333333333333337 0.79500000000000004 1.3 0.33333333333333326 1.3 2.7000000000000006 0.50000000000000011 1.8333333333333339 875.00000000000011 6.1000000000000005 350.00000000000006 0.90000000000000013 0.95000000000000018 0.50000000000000022 1.9000000000000001 1.4550000000000007 1.1650000000000007 1.2950000000000006 1.5000000000000002 3.3000000000000007 1.4850000000000005 0.90000000000000013 1.0000000180025095e-35 -0.49999999999999994 decision_type=2 2 2 2 2 2 2 2 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 29 4 10 -5 -6 8 27 -10 -4 14 -13 -14 15 -9 17 25 -16 20 22 -22 -18 -24 -7 26 -1 -3 -19 -2 right_child=1 7 3 5 6 24 -8 11 9 -11 -12 12 13 -15 18 -17 19 28 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.014930954375881818 -0.0035492457615362506 -0.0083441179329578948 0.00043892094037047412 0.029472595641447427 -0.0047823309406345828 0.0077322827393212466 -0.019203988010931147 -2.7467471033610106e-05 0.015716594371255204 -0.013119525005126524 0.023667128875165883 -0.020097584192569469 -0.0014544181585584559 -0.017350251002879676 0.015528105190604328 0.016659248190424365 -0.0095879239458106849 -0.0014347874377886897 0.0024357274140735545 0.020894263303186424 0.026065936871917411 0.0043429525798234104 0.021440050681812896 0.00058314372293308335 -0.017474534362143333 -0.0072099503608717098 -0.0053403703421273261 -0.025213999926971355 -0.019183743049625154 -0.019370361343935577 leaf_weight=16.098838537931446 8.7628841102123278 12.153240442276003 9.941345155239107 7.0758714973926571 62.914898097515106 9.5336742997169477 17.631135627627373 8318.8517627418041 10.474353641271593 7.2293459475040427 7.6399232149124137 12.280000656843184 261.34633179754019 10.009648174047468 12.748008847236632 8.2519708573818189 14.425034224987028 10.118432343006136 238.98044009506702 10.026237085461615 9.9487167596817034 15.060728691518305 7.3877479135990169 16.511856123805046 4.7465424314141265 10.077810674905775 7.8294574171304694 11.445316344499586 8.4172816574573499 15.496395125985144 leaf_count=44 30 33 29 26 211 38 54 24058 33 20 21 57 1009 36 49 23 39 28 814 31 28 50 20 47 26 28 23 31 24 57 internal_value=-5.49602e-05 -0.000112519 -0.00407843 -0.00213395 -0.00462959 0.00933306 -0.00793916 -4.84932e-05 -0.00775296 0.0039413 0.0105327 -1.25877e-05 -0.00282254 -0.00204078 8.0316e-05 -1.09313e-05 0.00408129 -0.000953421 0.00309875 0.00768723 0.00559647 0.0129843 0.000775385 0.00703035 -0.000646107 0.00370223 0.00829808 -0.016526 -0.00949479 -0.0136555 internal_weight=9173.42 9047.51 143.743 119.483 98.1273 21.3561 80.546 8903.77 41.3023 17.7037 17.5813 8862.47 283.636 271.356 8578.83 8327.1 125.902 52.5418 251.728 73.3603 63.3341 25.0094 38.3246 23.8996 14.2802 34.0061 23.9283 23.5986 18.5357 24.2593 internal_count=27017 26655 492 405 315 90 265 26163 117 53 50 26046 1102 1045 24944 24081 362 147 863 215 184 78 106 67 64 95 67 64 52 87 is_linear=0 shrinkage=0.03 Tree=349 num_leaves=18 num_cat=0 split_feature=13 6 4 6 7 5 9 5 10 6 12 4 8 11 8 13 5 split_gain=0.958799 1.08382 5.76325 1.02436 4.23783 3.76126 3.00572 4.3478 2.73867 1.50489 3.59871 5.91576 4.87467 2.07226 1.32855 0.715535 0.467676 threshold=6.1000000000000005 3.3000000000000003 1.1150000000000007 2.7000000000000006 0.90000000000000013 1.3650000000000007 2.7000000000000006 1.0250000000000006 -0.49999999999999994 2.5000000000000004 3.5000000000000004 1.4350000000000007 4.1000000000000005 3.1666666666666674 2.5000000000000004 5.1000000000000005 2.2350000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 9 5 -5 -6 -8 -7 13 12 -12 -11 14 -1 -4 -15 right_child=-2 2 15 4 6 8 7 -9 -10 10 11 -13 -14 16 -16 -17 -18 leaf_value=-0.0024138464001554503 -0.011528983424388085 0.020316623228610164 -0.016003238546512571 -0.025451126058657535 -0.019126534981716341 0.012847165718144246 0.022050098029212359 -0.00020975975405991806 -0.010484377969333996 -0.0054652274221849142 0.034087760935378346 -0.00075004427334769187 0.0061000699977632371 -0.020084453606836992 0.00019802246836040152 -0.001678102462903231 -0.0071610171314370856 leaf_weight=179.80874882638454 6.3398553729057303 13.017453342676164 5.6841051429510099 11.552607238292692 6.8967739641666403 6.0449003279209164 8.421906650066374 126.72580164670944 18.042384415864944 54.7437744140625 8.3951726108789462 9.1879058182239515 81.82731756567955 4.9282713830471021 6949.9504158347845 7.0063178688287735 5.1576629728078842 leaf_count=654 25 39 21 38 23 22 28 430 64 182 32 33 277 19 25082 24 24 internal_value=0.000132718 0.00014258 0.00629182 0.000121422 -0.00212917 -0.0113785 0.000191563 0.00117739 -0.00462914 0.000176247 0.00310888 0.0158835 0.00146418 0.00011293 0.000132153 -0.0080944 -0.0134758 internal_weight=7503.73 7497.39 25.7079 7471.68 177.684 35.6399 142.044 135.148 24.0873 7294 154.154 17.5831 136.571 7139.85 7129.76 12.6904 10.0859 internal_count=27017 26992 84 26908 605 124 481 458 86 26303 524 65 459 25779 25736 45 43 is_linear=0 shrinkage=0.03 Tree=350 num_leaves=17 num_cat=0 split_feature=4 12 11 11 2 12 4 7 5 8 3 5 9 8 11 5 split_gain=2.60377 2.91762 2.50855 2.52541 3.87509 3.59728 3.12471 3.05713 2.82903 2.70682 1.83641 2.4885 0.779737 1.13738 0.895445 0.00522464 threshold=2.7150000000000003 6.5000000000000009 3.5000000000000009 -1.8333333333333328 1.9000000000000001 3.7000000000000006 1.6750000000000003 0.3000000000000001 1.4550000000000007 4.7000000000000002 1.9000000000000001 2.0650000000000008 5.1000000000000005 7.9000000000000012 0.50000000000000022 1.7000000000000004 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 -6 -1 8 -5 -9 12 -12 13 14 -2 -14 right_child=10 -3 -4 7 5 -7 -8 9 -10 -11 11 -13 15 -15 -16 -17 leaf_value=0.0032763630473700979 -0.012262418575514038 0.018067252970347447 0.019236696422251672 -0.0028230461853807781 -0.020567400979058289 0.00075789686643276677 0.014429473456786638 0.00033664504793639135 0.006393170165988905 -0.0007975097862821381 0.016009373754379171 -0.011038710595845094 -0.02210172822882317 -0.021908102186803887 0.011761227801007941 -0.02372837675571805 leaf_weight=146.03436172008514 2.9911616370081955 8.0109305381774885 6.0668843686580649 40.454378426074982 10.685975797474383 21.328334309160709 26.748923555016518 3762.8979132175446 115.73142696917057 3813.0268471613526 5.0649537891149503 7.7385953143239021 4.2633229568600646 4.0506567396223545 2.6190416216850281 3.0473285838961601 leaf_count=432 25 26 18 131 46 77 87 11892 335 13781 23 32 37 39 19 17 internal_value=-6.1612e-05 -2.84519e-05 -4.67024e-05 -6.14424e-05 0.00322668 -0.00636022 0.005003 -0.000148534 0.00400604 -0.000234185 -0.00891653 -0.000338764 -0.0153877 -0.00979395 -0.00104733 -0.0227798 internal_weight=7980.76 7950.99 7942.98 7936.91 204.798 32.0143 172.783 7732.11 156.186 7575.92 29.7751 12.8035 16.9715 9.66086 5.6102 7.31065 internal_count=27017 26825 26799 26781 642 123 519 26139 466 25673 192 55 137 83 44 54 is_linear=0 shrinkage=0.03 Tree=351 num_leaves=17 num_cat=0 split_feature=3 6 10 10 12 4 8 2 13 5 4 2 12 4 4 2 split_gain=2.39436 2.36635 3.46002 3.6368 5.23427 4.65425 3.85486 3.72605 3.93217 3.4264 2.73358 2.51246 2.69898 2.85347 2.52048 1.69057 threshold=1.0000000180025095e-35 1.7000000000000004 -3.1666666666666661 -1.4999999999999996 3.3000000000000007 1.0750000000000008 5.9000000000000012 1.9000000000000001 4.3000000000000016 1.1050000000000006 2.5350000000000006 1.0000000180025095e-35 1.1000000000000003 0.73500000000000032 1.1650000000000007 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 2 -2 4 5 -4 -6 8 -5 -9 11 -3 14 -14 -13 -1 right_child=1 10 3 7 6 -7 -8 9 -10 -11 -12 12 13 -15 -16 -17 leaf_value=0.0014150556279311629 -0.019261570959343353 0.013893334368861277 -0.0072913101804611986 -0.00036863222673903383 0.0022246240387436872 0.0068460196382606033 -0.0082814130425188908 0.0058643099324276558 0.0086781869562431793 0.00097012954176246607 0.015918341277848008 -0.012584407623948198 -0.0089316487881855484 -0.00070789510136383817 0.0010191390391894881 0.019108063497359728 leaf_weight=9.5071069002151507 8.1961146444082242 10.255214199423788 23.034436106681824 5011.699878372252 82.948888942599297 232.53980100154877 50.60982246696949 146.41168009489775 43.616025298833847 1066.7731699496508 8.7024752646684629 33.960458695888519 38.589914247393608 2375.7705561071634 19.181745380163193 9.9443859010934812 leaf_count=26 25 33 66 14511 249 664 159 489 121 3234 30 98 120 7106 53 33 internal_value=-5.38291e-05 -7.61752e-05 0.000218443 0.000242425 0.00305662 0.00557185 -0.00175646 6.77268e-05 -0.000290578 0.00156078 -0.000866003 -0.000924954 -0.00098654 -0.000839339 -0.00767419 0.0104604 internal_weight=9171.74 9152.29 6665.83 6657.63 389.133 255.574 133.559 6268.5 5055.32 1213.18 2486.46 2477.76 2467.5 2414.36 53.1422 19.4515 internal_count=27017 26958 19518 19493 1138 730 408 18355 14632 3723 7440 7410 7377 7226 151 59 is_linear=0 shrinkage=0.03 Tree=352 num_leaves=14 num_cat=0 split_feature=8 8 7 13 11 10 8 4 4 8 5 9 9 split_gain=0.95265 1.4706 1.39524 2.52225 1.18893 1.63547 1.13461 2.30633 2.4354 1.89342 1.29748 1.30975 0.488954 threshold=1.1000000000000003 1.7000000000000004 1.7000000000000004 2.5000000000000004 -3.1666666666666661 -1.0000000180025095e-35 2.5000000000000004 1.0650000000000006 1.3250000000000008 1.9000000000000001 3.0650000000000008 10.500000000000002 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 -2 5 -3 7 9 -9 -6 11 -8 -1 right_child=1 4 -4 -5 6 -7 10 8 -10 -11 -12 -13 -14 leaf_value=-0.0020083906421194319 0.017641533828298018 -0.024184024819826021 0.019348359077564475 -0.0082770153609355614 0.013418945720921741 0.0018126529656502734 0.00016462330841281644 -0.009489530368150265 0.0008477815805425803 -0.00039099549253776659 0.011658149481193886 0.013031855528076213 -0.014856534090124938 leaf_weight=5.0325592905282956 5.8623844385147112 4.2793889343738556 6.7374698668718329 7.9775055795907974 10.136059463024138 4.4352173060178739 7274.3462721854448 55.529043987393379 32.526039093732834 75.421843588352203 8.869896396994589 7.1266670748591414 5.6684897840023041 leaf_count=20 19 21 21 28 34 19 26175 219 116 261 37 24 23 internal_value=0.000130457 0.00014323 0.00815219 0.00270172 0.000121176 -0.0109533 0.000134106 -0.00226276 -0.0056711 0.00124507 0.000191185 0.000177217 -0.00881423 internal_weight=7503.95 7493.25 20.5774 13.8399 7472.67 8.71461 7463.96 173.613 88.0551 85.5579 7290.34 7281.47 10.701 internal_count=27017 26974 68 47 26906 40 26866 630 335 295 26236 26199 43 is_linear=0 shrinkage=0.03 Tree=353 num_leaves=31 num_cat=0 split_feature=2 11 4 10 7 2 8 11 9 5 4 2 4 9 8 2 10 2 12 4 4 13 7 9 8 8 7 3 6 0 split_gain=2.52156 3.0629 2.8893 2.95072 2.72885 3.43018 3.63207 4.67942 4.04383 3.41355 3.13148 2.86359 2.3311 2.31856 4.28758 2.45214 2.31037 2.23366 2.88816 2.84364 3.05298 3.0107 2.20941 2.8885 2.14127 2.66031 2.11386 1.94332 4.19877 3.13055 threshold=2.3000000000000003 -1.8333333333333328 1.3450000000000006 1.1666666666666672 2.1000000000000005 0.50000000000000011 2.5000000000000004 -1.0000000180025095e-35 3.7000000000000006 2.0750000000000011 1.5250000000000006 0.3000000000000001 1.1450000000000007 3.5000000000000004 3.1000000000000005 1.1000000000000003 -2.8333333333333326 1.9000000000000001 3.7000000000000006 1.6750000000000003 1.195000000000001 3.5000000000000004 1.1000000000000003 5.9000000000000012 7.9000000000000012 7.3000000000000016 2.5000000000000004 1.1000000000000003 1.7000000000000004 725.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 17 -2 16 5 9 7 -7 -8 10 -3 -6 -11 14 -13 -15 -4 19 -19 20 21 -1 23 -21 25 -18 27 29 -29 -5 right_child=2 4 3 26 11 6 8 -9 -10 12 -12 13 -14 15 -16 -17 24 18 -20 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0055952327476727773 -0.017311984570647306 0.0024150045536847063 0.014406653388832106 -0.011018677231324251 -0.014512240897852023 0.0097338134043076004 -0.0020584217677849428 0.00018374926574431672 0.00015938964141017979 0.004224568700084092 -0.008595141484016593 -0.012964172047522154 0.019003985023854624 -0.00017347404034174694 0.0039685300518767976 -0.0041960552184170429 -0.0035836555290382618 -0.019060267109873508 0.0054624458929761676 0.033254538197527689 3.9290116243495933e-05 0.024187199204458869 0.0035682400230964608 0.0076430523273854833 -0.011983307934280922 0.0079562396867020359 0.020754040505378782 0.0012192001797755308 0.022080945243623726 0.013915577751702535 leaf_weight=40.999172270298004 11.120908588171003 439.16615334153175 6.5724202021956435 20.662678562104706 15.612098529934881 77.283375144004822 866.54635740071535 114.72359344363213 5063.6077335327864 20.592185735702515 24.548710197210312 15.193157471716402 18.001040905714035 248.98216623067856 117.89039185643196 301.60231962800026 292.28405099362135 8.4052546843886393 8.8984496146440488 8.2697163671255129 95.403539463877678 9.6920907497405988 11.173196248710154 7.6104137897491446 25.094518531113863 19.157694645226002 5.3856207206845275 69.039530485868454 9.9319897443056089 5.8049478866159907 leaf_count=115 44 1289 32 118 52 227 3179 342 16257 60 82 56 52 843 475 1199 1421 36 30 24 289 28 41 23 172 115 32 302 35 47 internal_value=-6.08117e-05 7.1862e-05 -0.00220451 -0.00183439 -2.58105e-05 0.000162335 -3.32054e-05 0.00402768 -0.000164689 0.0025456 0.00183214 -0.00180816 0.0111181 -0.00151806 0.00203545 -0.00237699 -0.00320904 0.00382782 -0.00644943 0.00485488 0.00320048 0.00914999 0.0137891 0.0209805 -0.00355307 -0.0028738 0.00242146 0.00148507 0.00384291 -0.00555003 internal_weight=7979.26 7514.2 465.054 453.933 7323.75 6624.47 6122.16 192.007 5930.15 502.308 463.715 699.28 38.5932 683.668 133.084 550.584 343.109 190.452 17.3037 173.148 146.095 50.6913 27.0533 15.8801 336.536 311.442 110.825 105.439 78.9715 26.4676 internal_count=27017 24699 2318 2274 24113 21488 20005 569 19436 1483 1371 2625 112 2573 531 2042 1740 586 66 520 432 143 88 47 1708 1536 534 502 337 165 is_linear=0 shrinkage=0.03 Tree=354 num_leaves=31 num_cat=0 split_feature=7 5 4 13 11 6 5 8 10 4 4 10 10 5 4 5 4 2 9 12 5 9 3 6 3 4 9 11 4 9 split_gain=2.3553 3.19507 3.22996 3.14433 2.67708 2.53903 3.72963 3.91193 3.38139 3.10548 3.6215 2.46739 2.3767 5.1041 5.71527 2.72638 3.38637 2.62369 2.27937 2.03055 3.169 4.48133 3.67501 2.32274 4.09778 3.72239 1.93116 4.11754 3.86619 1.90196 threshold=1.3 0.54500000000000015 2.2350000000000008 3.3000000000000007 1.8333333333333337 0.70000000000000007 1.4750000000000008 5.5000000000000009 1.1666666666666672 2.0850000000000013 1.7750000000000004 -2.4999999999999991 1.5000000000000004 1.8300000000000005 1.8900000000000006 0.76500000000000024 1.2150000000000005 0.3000000000000001 5.5000000000000009 4.3000000000000016 1.9900000000000007 5.3000000000000016 1.9000000000000001 2.7000000000000006 2.1000000000000005 1.4250000000000005 5.1000000000000005 -0.83333333333333315 2.4050000000000011 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 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 11 26 6 8 -8 -3 10 -7 29 15 14 -14 16 -13 -17 -11 20 23 -22 -23 24 -5 -25 28 -28 -4 -1 right_child=1 2 4 19 -6 9 7 -9 -10 18 -12 12 13 -15 -16 17 -18 -19 -20 -21 21 22 -24 25 -26 -27 27 -29 -30 -31 leaf_value=-0.019764342285949865 0.015949237941499821 0.0011463988567689371 0.015507867805421504 -0.0048078905776271696 -0.01320826179678832 -0.00022574366275894035 0.0020568941153898575 0.01076117137679162 -0.010123698670003182 -0.0083816175391430384 0.0025291656615200799 -0.003818980032073733 -0.0044003074388062969 -0.01214636716048003 0.0084705791213863183 -0.0063489779327801426 0.015071793643240199 -0.00010816771820669863 0.00060318370672031679 -0.016427906802002901 0.031939048133679114 0.017781333274567598 -0.010611502454884857 -0.004368363494583475 -0.022497196807229888 0.0099597130920346492 0.015291634126453454 -0.0015473931609649783 0.0024947445108540818 -0.0020867401747143681 leaf_weight=10.302428036928179 11.886428177356718 256.18103912472725 37.869370341300964 148.27508942782879 7.4057043194770804 3449.8062740415335 117.83453093469143 76.728216379880905 26.431832611560822 68.030058652162552 490.5168145596981 13.617620617151259 112.49648761749268 46.829711481928825 42.887364163994789 61.593141317367554 22.906116172671318 3869.0841686278582 40.564633548259735 10.804215185344217 5.2253591567277935 6.645534127950671 10.723047718405722 51.58453232049942 12.803844615817068 23.870156109333038 16.448602050542831 63.609993889927864 44.922135464847088 11.696724176406859 leaf_count=30 36 748 141 444 21 9655 330 221 79 207 1421 37 320 160 135 205 66 11731 118 47 16 23 49 168 45 70 57 221 181 35 internal_value=-5.29163e-05 0.000415113 0.000375796 -0.000546846 0.00443229 0.000223205 0.00229298 0.00548953 9.23445e-05 -2.07235e-05 0.000117205 -0.000344731 -0.000291859 -0.0034644 -0.000847825 -0.00013015 0.0080285 -0.00020596 -0.00502542 -0.00368523 -0.00315393 0.00758043 0.000252111 -0.00417928 -0.00621398 0.000164336 0.0052345 0.0019123 0.00844703 -0.0103653 internal_weight=9169.58 4708.24 4696.35 4461.35 170.256 4526.09 477.176 194.563 282.613 4048.92 3940.32 4191.41 4169.41 202.214 155.384 3967.2 36.5237 3930.68 108.595 269.932 259.128 22.5939 17.3686 236.534 161.079 75.4547 162.85 80.0586 82.7915 21.9992 internal_count=27017 13436 13400 13581 621 12779 1378 551 827 11401 11076 12719 12654 615 455 12039 103 11936 325 862 815 88 72 727 489 238 600 278 322 65 is_linear=0 shrinkage=0.03 Tree=355 num_leaves=29 num_cat=0 split_feature=10 6 4 4 9 9 8 9 5 5 6 0 10 4 11 3 0 9 9 5 10 11 12 10 5 9 4 4 split_gain=0.941273 2.54486 2.29773 2.24634 2.55738 4.54642 2.74193 1.37965 1.30505 4.14552 3.19637 2.45178 4.34605 3.81968 2.42779 2.1984 2.70846 2.0449 2.15985 1.87956 3.52621 1.76995 1.32213 2.91584 1.23425 1.13849 0.698482 0.00235288 threshold=1.5000000000000004 0.3000000000000001 2.7950000000000004 2.475000000000001 6.9000000000000012 6.3000000000000016 6.5000000000000009 5.1000000000000005 2.725000000000001 2.5050000000000012 0.70000000000000007 475.00000000000006 1.0000000180025095e-35 1.7650000000000006 -0.33333333333333309 2.5000000000000004 350.00000000000006 7.1000000000000005 7.7000000000000002 2.475000000000001 1.0000000180025095e-35 1.0000000000000002 5.700000000000002 1.0000000180025095e-35 2.4450000000000007 6.9000000000000012 1.4050000000000007 1.4550000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 -2 3 4 5 -3 -6 -5 9 19 -10 12 26 21 17 25 -17 27 -19 22 -21 -13 24 -24 -1 -16 -12 -11 right_child=1 2 -4 7 6 -7 -8 -9 10 14 11 13 -14 -15 15 16 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 leaf_value=0.00010054446133053725 -0.016480748782788632 0.0022565760723004076 0.019724684859176143 0.00070926703858538551 0.012165268003908734 -0.010476110543020471 -0.010193856502051861 -0.023220781147397306 0.026135180191999577 -0.023882514411678421 -0.0089175960238888317 -0.0055716783568846443 0.010202367909585111 0.028174637875774976 -0.024569379226046031 0.018063555842685423 -0.0040957837041966467 0.010484924531021116 -0.016357782451053106 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0.00212284 -0.00580313 0.00898165 -0.00780619 -0.0030527 0.00228738 -0.0154172 -0.00652351 8.72836e-05 0.0101856 0.000750387 6.34755e-05 -0.00848254 8.33113e-05 -0.0130191 -0.0187812 -0.0243297 internal_weight=7503.96 361.259 354.403 347.96 339.046 297.916 41.1303 8.91397 7142.7 7096.42 46.2787 40.5903 18.8303 21.7601 60.3945 37.1761 24.2062 23.2184 11.6214 7036.02 16.5493 15.2289 7019.48 16.2548 7003.22 12.9699 10.3986 11.597 internal_count=27017 1338 1305 1280 1228 1083 145 52 25679 25479 200 178 84 94 274 166 107 108 53 25205 66 70 25139 77 25062 59 48 55 is_linear=0 shrinkage=0.03 Tree=356 num_leaves=17 num_cat=0 split_feature=4 12 11 11 3 10 2 9 9 2 3 5 13 11 5 0 split_gain=2.48217 2.81644 2.38815 2.48898 2.73064 2.97825 2.82817 2.65997 4.99843 2.73329 1.79456 2.38284 0.782504 0.509142 0.00375789 0.00108944 threshold=2.7150000000000003 6.5000000000000009 3.5000000000000009 2.1666666666666674 2.7000000000000006 1.8333333333333339 0.90000000000000013 6.9000000000000012 5.1000000000000005 1.5000000000000002 1.9000000000000001 2.0650000000000008 3.1000000000000005 0.50000000000000022 1.7000000000000004 725.00000000000011 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 -6 -1 8 -5 -9 12 -12 13 14 15 -2 right_child=10 -3 -4 7 5 -7 -8 9 -10 -11 11 -13 -14 -15 -16 -17 leaf_value=0.00078577781458496413 -0.022188650275513665 0.017749907341098849 0.018827291768053006 -0.0089295646000908304 0.0021169413298592296 0.018800775211059138 -0.00049472653339680418 -0.025609055472575439 0.0048582567864704947 -0.0038340376363152559 0.015590549816453317 -0.01084555724190518 -0.00069090020914827665 -0.010170784873777367 -0.023306232222413941 -0.021394530611737288 leaf_weight=2201.4653708934784 4.4353947080671841 8.0122834295034391 6.0296716988086692 49.196464143693447 342.15080760419369 9.9085464775562269 5264.6115392185748 9.8516399413347262 45.59562274813652 10.959892004728315 5.1071881800889951 7.6877103820443153 2.7789701223373404 4.7620007619261733 2.3269147574901581 2.3940131515264511 leaf_count=6698 38 26 18 158 996 29 18703 28 137 32 23 32 23 35 14 27 internal_value=-5.99718e-05 -2.77359e-05 -4.56759e-05 -6.00194e-05 4.5946e-06 0.0025865 -0.000117154 -0.00442979 -0.00229753 -0.0141418 -0.00874715 -0.000293369 -0.0152252 -0.0181271 -0.022265 -0.0219103 internal_weight=7977.27 7947.78 7939.77 7933.74 7818.14 352.059 7466.08 115.604 94.7921 20.8115 29.4922 12.7949 16.6973 13.9183 9.15632 6.82941 internal_count=27017 26825 26799 26781 26426 1025 25401 355 295 60 192 55 137 114 79 65 is_linear=0 shrinkage=0.03 Tree=357 num_leaves=25 num_cat=0 split_feature=3 9 6 9 5 8 3 10 10 12 10 8 9 4 8 12 12 6 8 5 13 9 5 4 split_gain=2.30229 2.27017 3.11606 3.16612 3.3604 3.3841 3.30427 3.06658 2.76686 5.19839 2.67895 2.56737 2.39085 2.20826 2.19272 2.02094 4.20883 4.12078 2.39647 2.3487 2.29013 1.65344 1.53651 0.963797 threshold=1.0000000180025095e-35 6.3000000000000016 2.3000000000000003 4.7000000000000002 1.8250000000000002 4.5000000000000009 0.3000000000000001 -3.1666666666666661 -1.4999999999999996 3.3000000000000007 -1.4999999999999996 4.9000000000000012 6.1000000000000005 0.81500000000000028 3.1000000000000005 4.9000000000000012 4.700000000000002 1.5000000000000002 8.3000000000000025 2.8950000000000009 1.9000000000000001 4.7000000000000002 1.8750000000000002 1.2550000000000006 decision_type=2 2 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 7 4 6 -6 -4 -2 9 -9 23 -10 -12 14 -3 16 19 -18 20 -15 -17 -1 -16 -5 right_child=1 13 3 10 5 -7 -8 8 11 -11 12 -13 -14 15 22 18 17 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.0029189700713561995 -0.018635402375128899 0.0018028710562243947 0.018642585705590107 -0.026999173170839948 -0.0010717608252942567 0.024334414071145789 -0.0012696543554294555 0.005059661666482208 -0.00037491200186497809 -0.0025864808046589375 -0.0047826100958858631 0.00081123019639732443 0.0052805789616871242 -0.00084969416883901841 -0.023087491452049757 -0.0012830740254200117 0.018960154637435118 -0.0071386989897869058 0.010091050004905355 -0.017244012521200981 -0.012800522455512766 0.020715046852859149 -0.0035929754509810724 -0.010367383270082523 leaf_weight=11.360858872532846 7.6729073524475089 9.2486566603183764 7.6889175474643698 5.7711308151483518 9.0063281059265154 9.9110970944166166 305.72864501178265 272.11263048648834 3412.3364308997989 113.36430405080318 215.26270893216133 3166.1512931883335 23.575357601046562 1462.3073623403907 10.758211165666582 27.39582084864378 18.352229163050655 7.7415455728769293 7.5265932977199546 7.90725203603506 35.89734423905611 8.0127893388271314 5.4985391125082961 6.8671762049198151 leaf_count=34 23 33 21 21 32 30 877 773 9821 345 664 9189 74 4587 35 94 61 32 22 38 141 25 24 21 internal_value=-5.15715e-05 -7.345e-05 0.000143527 -0.00196183 -4.00207e-05 0.0122389 -0.000781157 0.000319831 0.000340716 0.00281102 -0.00450156 0.000195965 -0.00378929 -0.00110279 -0.00985917 -0.000960275 -0.0007259 0.0112171 -0.00591225 -0.000937868 -0.00781531 0.0102793 -0.0164938 -0.0179621 internal_weight=9167.46 9148.08 7555.45 583.811 332.335 18.9174 313.418 6971.64 6963.96 385.477 251.476 6578.49 238.838 1592.63 25.5054 1567.13 1496.31 26.0938 70.8198 1470.21 63.2932 19.3736 16.2568 12.6383 internal_count=27017 26958 21891 1740 960 62 898 20151 20128 1118 780 19010 738 5067 92 4975 4718 93 257 4625 235 59 59 42 is_linear=0 shrinkage=0.03 Tree=358 num_leaves=31 num_cat=0 split_feature=9 13 5 7 10 4 3 4 4 7 5 5 9 2 2 5 12 5 0 3 12 13 5 5 10 5 12 9 8 4 split_gain=0.914016 4.09646 3.68669 2.65913 2.27382 2.81854 6.30985 4.31062 2.52034 2.56365 1.80033 4.07871 6.87867 5.13454 2.09792 1.61953 5.32252 4.09229 3.73367 3.41223 3.97646 3.27138 3.41989 2.95312 5.28187 2.20775 3.59826 4.43358 3.43419 4.56308 threshold=3.7000000000000006 1.1000000000000003 1.1550000000000007 0.70000000000000007 0.50000000000000022 1.195000000000001 0.70000000000000007 1.8050000000000004 0.61500000000000021 1.5000000000000002 1.4750000000000008 1.3450000000000006 3.3000000000000003 1.3 0.90000000000000013 0.97000000000000031 1.1000000000000003 0.93000000000000027 525.00000000000011 0.50000000000000011 1.9000000000000001 4.5000000000000009 0.81000000000000016 0.98000000000000043 0.83333333333333337 1.4150000000000007 1.3000000000000003 7.7000000000000002 6.5000000000000009 1.2050000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 10 8 6 -6 -7 -5 -10 11 13 -13 -3 -12 16 18 21 -2 -19 -21 22 -18 24 -17 28 27 -27 -25 -30 right_child=15 3 -4 4 5 7 -8 -9 9 -11 14 12 -14 -15 -16 23 17 19 -20 20 -22 -23 -24 25 -26 26 -28 -29 29 -31 leaf_value=0.032428223789513107 -0.02082872593491529 0.0015933690129795776 0.0040760553558226598 -0.01583425729086144 -0.010268933977380259 -0.00059632385300203115 0.012102043242632747 0.0085224959914644571 0.0020272785031531329 -0.0012536559024505399 -0.024295286830012894 -0.0074254310130211941 0.027692740144743617 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47 650 210 271 1529 1520 23 32 34 110 68 78 185 50 28 56 120 32 422 6696 23 166 13327 23 40 993 internal_value=0.000126113 0.000837799 0.0153754 0.000647853 0.00107748 0.00319832 0.00816833 0.00164985 0.000270913 0.000433415 -0.00357888 -0.00161439 0.0103795 -0.00486031 -0.0103618 -2.79222e-05 0.00232039 0.00365624 -0.0118279 0.0102873 0.00650112 0.00125789 0.00026694 -0.000128541 -0.00983793 -8.22648e-05 0.0003559 0.00791419 -0.000852533 -0.00431788 internal_weight=7503.9 1335.15 17.2198 1317.93 1196.33 329.613 78.3002 251.313 866.715 858.057 121.6 94.2907 20.083 74.2078 27.3089 6168.76 253.454 231.588 21.8661 61.5136 47.7912 170.075 160.945 5915.3 28.0592 5887.24 3752.59 55.844 2134.65 229.686 internal_count=27017 4728 59 4669 4260 1178 257 921 3082 3049 409 318 66 252 91 22289 943 865 78 226 176 639 607 21346 101 21245 13516 189 7729 1033 is_linear=0 shrinkage=0.03 Tree=359 num_leaves=26 num_cat=0 split_feature=11 8 9 6 10 4 4 8 11 5 11 10 3 6 5 11 4 4 9 3 9 5 8 5 5 split_gain=2.45329 2.48004 4.39825 4.10977 4.41395 3.72195 3.48062 3.26932 3.7367 3.20922 3.69733 4.24495 2.927 2.62775 2.60712 2.43083 2.36657 2.36186 2.28758 3.76085 2.95499 1.89214 1.87497 1.05768 1.04756 threshold=-3.4999999999999991 5.5000000000000009 4.3000000000000016 2.7000000000000006 -1.0000000180025095e-35 1.8900000000000006 1.4250000000000005 4.3000000000000016 -1.1666666666666663 1.1750000000000005 -0.66666666666666619 -0.83333333333333315 3.9000000000000004 3.3000000000000003 0.7150000000000003 2.5000000000000004 2.0050000000000012 0.78500000000000036 3.1000000000000005 1.5000000000000002 3.9000000000000004 1.4750000000000008 2.9000000000000004 2.7550000000000012 0.62500000000000033 decision_type=2 2 2 2 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 14 6 15 -5 16 -9 10 11 -4 13 -11 24 22 -7 -12 19 -16 -20 -6 -2 -14 -3 right_child=1 3 9 4 21 7 -8 8 -10 12 17 -13 23 -15 18 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 leaf_value=0.020093182101756136 0.0022734471003791929 -0.0053901748256727612 -0.0087016949899584115 0.034877566479938803 -0.011515204158352967 -0.0095698306199978878 0.0081411240488279048 0.016371969399028203 -0.015031387822467613 0.0011176277262623083 0.011354435424077105 0.0053443250877965838 0.0072436843955209938 -0.010868827320797039 -0.0020837887878070098 -0.015904064182999725 0.012596970268757286 -0.0038670598507140443 0.0020880964090285049 -0.015049063583573739 -0.0012127268927376849 0.0071078055109315922 -0.00099533264891708524 0.023766658226187207 -0.024105527640323556 leaf_weight=5.4329482913017264 176.95506799221039 4.8789173774421197 23.864935211837292 7.745990693569186 8.4878409802913684 7.766278728842738 10.091148734092711 3.7159433066844931 41.445952348411083 3484.8528848290443 9.4663196206092817 102.68941866606474 7.6459358483552915 16.538726031780243 83.241640638560057 9.4485346823930723 9.8100611194968206 297.61759237200022 280.8842925876379 26.560414701700211 1863.486880723387 11.649073690176008 1468.9554384574294 6.4097246527671814 6.0041658133268356 leaf_count=17 561 28 85 22 27 35 31 21 244 10650 29 360 25 48 394 29 52 1070 1200 116 6852 35 5031 23 32 internal_value=-5.93759e-05 -7.31131e-05 0.000264238 -0.00090325 0.00888435 -0.00100284 0.0197517 -0.0081752 -0.0124475 0.000815494 -0.00161951 0.0026956 0.00111586 0.00106101 -0.00106734 -0.000731002 0.00280235 -0.00339783 -0.00099662 -0.00522001 -0.000780363 -0.000741915 -0.0006439 0.0147786 -0.0157154 internal_weight=7975.65 7970.21 5667.18 2303.03 37.9741 1718.1 17.8371 62.7382 45.1619 3949.09 433.638 126.554 3515.45 3501.39 2265.06 1655.36 17.5763 307.084 2254.17 109.802 2144.37 20.1369 1645.91 14.0557 10.8831 internal_count=27017 27000 18263 8737 115 5973 53 352 265 12290 1544 445 10746 10698 8622 5621 87 1099 8562 510 8052 62 5592 48 60 is_linear=0 shrinkage=0.03 Tree=360 num_leaves=29 num_cat=0 split_feature=7 10 8 5 7 5 0 3 6 9 12 5 6 5 3 3 0 5 5 6 5 0 3 5 4 11 2 5 split_gain=2.25013 4.33641 3.30075 4.76876 4.27924 4.27304 3.36909 3.22199 3.20402 3.06027 3.67301 3.15834 2.84233 3.70665 2.81179 2.75466 3.66762 5.00642 3.2449 2.65559 3.72374 2.65331 2.58013 2.12494 2.08648 2.01927 1.75055 1.67867 threshold=1.5000000000000002 -3.1666666666666661 5.3000000000000016 1.0550000000000006 0.90000000000000013 2.3750000000000009 475.00000000000006 3.3000000000000003 1.0000000180025095e-35 7.5000000000000009 4.3000000000000016 2.7050000000000005 0.3000000000000001 1.6900000000000006 0.70000000000000007 0.3000000000000001 525.00000000000011 0.79500000000000004 1.0150000000000008 1.1000000000000003 0.9650000000000003 875.00000000000011 1.1000000000000003 2.5950000000000011 2.8450000000000011 0.50000000000000022 1.7000000000000004 1.4650000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 19 14 8 -6 12 -3 10 -7 -11 13 22 -5 16 17 -14 -18 25 -21 -10 26 24 -17 -4 -2 -24 right_child=7 2 3 4 6 9 -8 -9 21 11 -12 -13 15 -15 -16 23 18 -19 -20 20 -22 -23 27 -25 -26 -27 -28 -29 leaf_value=-0.025678156876709556 0.0010204168440220522 0.01643450175524603 0.0065649079704605158 0.0047738728539015113 0.0028420639894948915 0.0033012829163665777 -0.00030370425691167994 0.017088088454049764 -0.00094684132313975597 -0.022051846090762391 -0.012049513610901961 -0.0032449228479182945 0.020988751444151712 0.023745129827476907 -0.0022375381310607337 0.0003427857516371526 0.0051747855111380194 -0.0020078291588701037 0.028350567938799726 -0.0030288207059476504 0.0084074106595935297 0.0056058499327977058 -0.013991450605633619 -0.014863001912683577 -0.013266390442023336 0.017721666459595563 0.018811497447870567 0.0041667730076836709 leaf_weight=6.1107567995786658 9.0158669501543063 9.6928526759147626 64.694773986935616 55.671954497694969 579.75391632318497 33.259887397289276 649.8827413469553 10.567720890045164 3353.3616300523281 20.211252294480801 24.260949231684208 13.341311156749724 10.314771413803099 10.229502782225607 683.18035984039307 3333.1958834975958 11.234547942876818 48.967682257294655 10.536628782749174 59.368334904313087 45.083428204059601 56.552776530385017 8.968000680208208 8.3372116684913617 10.169903025031088 18.855609863996506 11.112605050206183 9.3690703809261304 leaf_count=18 26 29 199 159 1641 147 1943 34 10049 96 124 70 30 31 2098 9426 34 137 32 167 126 179 27 28 34 60 45 28 internal_value=-5.10194e-05 -0.000419804 -0.000392569 0.000531206 9.52275e-05 -0.000960012 0.00117947 0.000548124 -0.000789207 -0.00737339 -0.00317333 -0.0145738 0.000497918 0.00769501 -0.00170923 0.000395825 0.0058607 0.00199343 0.0163912 0.00509615 0.00190728 -0.000838166 0.00342665 0.000263668 0.000301389 0.00908276 0.0108426 -0.00471376 internal_weight=9165.3 5673.28 5667.17 2156.49 1968.49 3510.68 1229.64 3492.02 3419.61 91.0734 57.5208 33.5526 3481.45 48.695 738.852 3432.76 81.0536 59.2825 21.7712 188.002 104.452 3409.91 38.4655 3351.7 3343.37 83.5504 20.1285 18.3371 internal_count=27017 17105 17087 6393 5841 10694 3584 9912 10257 437 271 166 9878 157 2257 9721 233 167 66 552 293 10228 126 9488 9460 259 71 55 is_linear=0 shrinkage=0.03 Tree=361 num_leaves=13 num_cat=0 split_feature=13 13 13 6 4 5 11 5 13 8 6 2 split_gain=0.909644 1.02922 1.09548 3.03087 7.81105 1.42264 2.69676 2.12908 1.37708 3.63542 1.71765 1.29507 threshold=6.1000000000000005 5.9000000000000012 5.3000000000000016 3.3000000000000003 1.1150000000000007 1.1850000000000007 -0.33333333333333309 1.4550000000000007 4.7000000000000011 2.5000000000000004 2.7000000000000006 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 8 -5 -4 7 -7 10 -10 -1 -8 right_child=-2 -3 5 4 -6 6 11 -9 9 -11 -12 -13 leaf_value=0.00013306753549372717 -0.011292190453017594 0.012622587119536137 0.0051586968623970521 0.032852705277407496 -0.0097988211856103735 -0.01123769914038244 -0.024171872779523953 0.013903892700592214 0.025852715424453644 0.002127165017532775 -0.0033913920256470023 -0.0071489745398550051 leaf_weight=7202.2563687637448 6.2761006504297248 5.9342676699161521 9.3781312108039838 8.4600904881954175 7.1138953864574423 5.6165274977684039 8.7463688701391238 6.5863107144832611 6.159136250615119 103.28390134871006 126.63753980398178 7.4468573778867713 leaf_count=25970 25 20 34 25 26 20 30 23 21 362 435 26 internal_value=0.000124241 0.000133797 0.000123905 0.000149729 0.0133703 -0.00497207 -0.00831788 0.00233212 0.000122049 0.00346237 7.21676e-05 -0.0163435 internal_weight=7503.9 7497.62 7491.69 7453.91 15.574 37.7742 28.3961 12.2028 7438.34 109.443 7328.89 16.1932 internal_count=27017 26992 26972 26839 51 133 99 43 26788 383 26405 56 is_linear=0 shrinkage=0.03 Tree=362 num_leaves=17 num_cat=0 split_feature=4 12 11 11 9 9 2 3 10 2 3 3 9 8 8 5 split_gain=2.38341 2.68483 2.29913 2.37793 2.55723 4.76326 2.61943 2.55538 2.8459 2.67203 1.75179 2.30745 0.781438 1.13259 0.878322 0.00451446 threshold=2.7150000000000003 6.5000000000000009 3.5000000000000009 2.1666666666666674 6.9000000000000012 5.1000000000000005 1.5000000000000002 2.7000000000000006 1.8333333333333339 0.90000000000000013 1.9000000000000001 2.5000000000000004 5.1000000000000005 7.9000000000000012 6.5000000000000009 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 -5 -6 9 -9 -1 12 -12 13 14 -2 -14 right_child=10 -3 -4 4 6 -7 -8 8 -10 -11 11 -13 15 -15 -16 -17 leaf_value=0.00076455637761428837 -0.012167121029739627 0.017355342999262963 0.018526862218342745 -0.008731103501177985 -0.025072249900069933 0.0047388794402624954 -0.0037571196827537326 0.002044698090512072 0.018368880038615636 -0.00048016113406791443 0.010378147644030163 -0.015516030117941717 -0.022003692007976933 -0.021828976655230942 0.011764775774724087 -0.023544875701085096 leaf_weight=2201.6655370742083 2.8821802288293892 7.9894094169139853 5.9951385259628287 49.018763244152069 9.8583135455846804 45.612794622778893 10.954968467354773 341.83041240274906 9.8897777348756772 5261.65004003793 7.5259690806269628 5.2632182687520981 4.0939701646566382 3.8929309695959091 2.6484961360692978 2.9382370337843895 leaf_count=6698 22 26 18 158 28 137 32 996 29 18703 35 20 37 39 22 17 internal_value=-5.82766e-05 -2.68076e-05 -4.43057e-05 -5.83447e-05 -0.00433249 -0.00223852 -0.0138531 4.79354e-06 0.00250371 -0.000112972 -0.00860691 -0.000278253 -0.0150798 -0.00943244 -0.000706762 -0.0226476 internal_weight=7973.71 7944.47 7936.48 7930.48 115.445 94.6316 20.8133 7815.04 351.72 7463.32 29.245 12.7892 16.4558 9.42361 5.53068 7.03221 internal_count=27017 26825 26799 26781 355 295 60 26426 1025 25401 192 55 137 83 44 54 is_linear=0 shrinkage=0.03 Tree=363 num_leaves=31 num_cat=0 split_feature=7 11 3 5 5 10 2 2 3 8 13 5 12 7 3 5 8 9 7 6 5 11 13 4 4 5 5 9 10 5 split_gain=2.21516 2.98987 3.79365 5.39289 4.48894 3.16167 2.68517 2.20985 3.57554 3.58438 3.44757 2.86463 2.66742 2.61934 2.25021 5.27211 4.98917 2.54509 2.34857 2.17808 2.16338 2.11209 2.10965 1.95358 1.88423 4.15692 3.78591 1.68523 1.52288 1.27153 threshold=0.3000000000000001 -0.83333333333333315 0.90000000000000013 2.1050000000000009 2.2350000000000008 0.83333333333333337 1.3 1.3 1.0000000180025095e-35 6.9000000000000012 1.1000000000000003 0.78500000000000025 6.1000000000000005 2.9000000000000004 1.5000000000000002 1.0050000000000006 4.7000000000000002 8.9000000000000021 0.50000000000000011 1.5000000000000002 2.1450000000000009 0.50000000000000022 0.90000000000000013 2.1050000000000009 1.4550000000000007 1.8550000000000004 1.9500000000000004 9.3000000000000025 -0.49999999999999994 1.5050000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -5 22 -3 14 -9 12 -11 -12 13 -10 23 16 -16 18 -17 -6 -14 -7 -4 24 26 -26 -2 -19 -1 -25 right_child=7 2 3 4 19 21 -8 8 9 10 11 -13 20 -15 15 17 -18 27 -20 -21 -22 -23 -24 29 25 -27 -28 -29 -30 -31 leaf_value=-0.0034038623338054508 -0.00015829722529103792 0.00048671380975080585 0.0091846325283101576 0.028791686818330151 0.007826915077203813 -0.02707897020488988 0.023834846598279273 0.018607726613787255 0.00010144243223518606 -0.013892044467514254 0.022555651849439674 0.0029224210461255267 0.0023892503334443558 0.0071351354042674415 -0.0012059373892494526 -0.0063191966168870944 0.034270013569812345 -0.024967855605025669 -0.0011242258406791075 -0.017232536777763357 -0.021433287905175822 -0.0056404909314257019 -0.0066727941797412567 -0.017813817081892551 0.00086446596376783358 0.011128774687667767 -0.0080554623291480987 -0.0060040678528642515 -0.019100381055833806 -0.0015004040031865273 leaf_weight=8.7375403642654437 2372.1650134623051 9.9244428575038928 8.7726873159408552 7.1305536776781109 9.5132208168506605 10.809013321995737 8.011977940797804 9.7984207421541196 3669.5791225731373 10.865944370627401 6.7806996777653685 491.74426114559174 5.4499869495630255 48.277396589517593 7.0401751995086652 82.859865501523018 7.2337188422679901 6.4463998228311565 1429.8950287848711 4.64607960730791 9.2603172808885557 6.699189066886901 54.206502914428711 9.0404585897922534 739.22900462150574 37.302216410636902 55.922977015376091 12.197525128722189 15.31068232655525 8.2009221613407117 leaf_count=30 6665 29 28 26 38 33 22 33 10651 33 27 1577 17 141 20 327 20 30 4523 26 38 21 184 27 2029 108 181 53 57 23 internal_value=-4.98451e-05 -0.00374445 -0.00180537 -0.00404729 0.00937987 -0.00759894 0.010916 9.04455e-06 0.0005063 0.000464487 0.00282509 0.00318946 0.000142331 0.000192777 -0.000434415 -0.0013754 0.0167726 -0.00154455 -0.00140878 -0.000395822 -0.0126073 -0.0188759 -0.00446393 1.70162e-05 7.12015e-05 0.00135753 -0.000340182 -0.0125611 -0.0133973 -0.0100543 internal_weight=9163.05 143.762 119.714 101.777 21.2899 80.4874 17.9364 9019.29 4251.76 4241.96 509.391 498.525 3732.57 3717.86 4767.53 1545.67 14.2739 1531.4 1512.75 14.1593 14.7103 17.5082 62.9792 3221.86 3204.62 776.531 2428.09 18.6439 24.0482 17.2414 internal_count=27017 494 407 356 90 266 51 26523 12517 12484 1637 1604 10847 10792 14006 4973 40 4933 4850 64 55 54 212 9033 8983 2137 6846 83 87 50 is_linear=0 shrinkage=0.03 Tree=364 num_leaves=17 num_cat=0 split_feature=8 8 6 13 8 4 3 10 5 7 4 13 9 9 8 9 split_gain=0.90203 1.41864 1.34393 2.82557 1.12188 2.26408 2.41776 4.44151 3.69171 1.86168 3.08579 2.93089 1.41815 3.22136 1.13631 0.487409 threshold=1.1000000000000003 1.7000000000000004 1.3 3.7000000000000006 2.5000000000000004 1.0650000000000006 0.90000000000000013 -1.0000000180025095e-35 1.4250000000000007 1.5000000000000002 0.94500000000000017 2.7000000000000006 1.5000000000000002 1.7000000000000004 3.9000000000000004 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 2 -2 -4 5 9 7 -7 -8 11 -11 -3 -6 -14 -15 -1 right_child=1 4 3 -5 12 6 8 -9 -10 10 -12 -13 13 14 -16 -17 leaf_value=-0.0018003332843529317 0.019676342985055769 -0.0027163087634992501 -0.010241579200874819 0.016319002606235113 -0.015022746214874495 0.018819056734439735 -0.018805840577680571 -0.0095455647243288082 -0.0036784061646329119 -0.012431503423653461 0.0065806000094122599 0.01128661181839845 0.016531220772142693 0.00084291991922324843 -4.7729126970176848e-05 -0.014682708733201781 leaf_weight=4.9939877688884717 6.1977243125438717 25.758675366640091 7.2459920942783338 7.1733413338661194 5.5255575999617568 9.2157399505376834 20.980622246861458 10.780392944812773 47.143690437078476 18.573322296142582 13.104172617197035 28.15830072760582 10.829418107867239 1674.0030803307891 5608.6472920775414 5.6155799031257629 leaf_count=20 20 91 26 22 23 33 80 40 184 66 44 94 33 5665 20553 23 internal_value=0.000122397 0.000134774 0.00799338 0.0029718 0.000113092 -0.0022696 -0.00564506 0.00352701 -0.00833729 0.00120548 -0.00456668 0.00459676 0.0001698 0.00018131 0.000156997 -0.0086189 internal_weight=7503.95 7493.34 20.6171 14.4193 7472.72 173.715 88.1204 19.9961 68.1243 85.5945 31.6775 53.917 7299.01 7293.48 7282.65 10.6096 internal_count=27017 26974 68 48 26906 632 337 73 264 295 110 185 26274 26251 26218 43 is_linear=0 shrinkage=0.03 Tree=365 num_leaves=31 num_cat=0 split_feature=6 11 8 13 9 13 12 5 3 11 5 4 4 11 9 9 9 13 0 8 13 8 8 5 9 0 9 7 7 6 split_gain=2.33113 4.9788 4.92277 6.0342 4.42566 3.13553 4.87101 3.94195 4.0354 3.68413 3.11736 3.08136 3.03488 3.0199 2.82331 2.60372 2.84384 2.54291 2.31504 4.83116 5.29924 2.43381 2.39139 2.09447 4.39293 2.83274 2.35969 3.77813 3.14434 2.51664 threshold=0.70000000000000007 -0.83333333333333315 5.1000000000000005 1.9000000000000001 4.1000000000000005 0.90000000000000013 2.5000000000000004 2.495000000000001 2.7000000000000006 1.0000000180025095e-35 2.5050000000000012 1.6550000000000002 1.6100000000000005 -2.8333333333333326 5.1000000000000005 7.1000000000000005 4.3000000000000016 1.5000000000000002 575.00000000000011 6.3000000000000016 1.7000000000000004 7.7000000000000002 5.7000000000000002 2.5850000000000013 7.7000000000000002 525.00000000000011 5.7000000000000002 0.90000000000000013 0.90000000000000013 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 15 -5 6 -3 8 14 11 13 -8 -11 -2 -7 16 -1 -10 22 20 -20 -21 -4 24 25 -12 27 -25 29 -28 right_child=10 5 18 4 -6 7 9 -9 17 12 23 -13 -14 -15 -16 -17 -18 -19 19 21 -22 -23 -24 26 -26 -27 28 -29 -30 -31 leaf_value=0.0063539541722196658 0.011856677497421841 0.021005003253116147 -0.015607118962483979 0.020291453329834667 -0.0098394297644752472 -0.0054043862702039093 -0.029383440675369996 -0.022649476932655916 -0.0030907197430482267 0.020746122841846581 -0.0012382762225428608 0.00058789269837805408 -0.004060292774740089 -9.6482999075235199e-06 -0.001280897168162242 -0.0027771045153754596 0.0229971883322602 0.017558730274020665 0.0017083317156161017 -0.023795036268895637 0.04184032069687374 0.0073129354487530785 -0.0010092570295204858 -0.0028192619567652135 0.027516660402325643 0.017953922224993542 -0.0017755658993277264 0.02773140286222053 -0.0051242565495374847 0.012184355890530796 leaf_weight=13.564746372401713 19.355437606573105 12.457255780696867 16.139869950711727 5.6587715893983868 19.525831170380116 302.11004761978984 5.9667093157768267 9.2256666272878629 8.7690945714712161 8.2683966159820574 22.374057814478874 6.3973167613148689 9.5832637548446638 6991.1389816589653 295.72442252933979 6.4401562213897696 28.98172902315855 13.835777789354323 7.3438429012894648 5.4024979099631292 4.9621192514896393 3.8957755118608475 26.988407090306282 6.8721571117639524 9.9185806810855848 10.021735996007918 21.166046991944313 7.7535919547080994 46.37081840634346 25.77647177875042 leaf_count=48 58 39 62 21 71 1409 18 29 26 24 66 30 35 23168 1137 20 95 41 33 36 25 26 111 22 30 30 64 23 136 84 internal_value=-5.7919e-05 -0.00158206 0.00358859 0.00886469 -0.00306927 -0.00265031 0.00521945 -0.00318365 -0.0028942 -0.00128858 0.000114751 -0.0138759 0.00742935 2.31137e-05 -0.00336466 0.0150001 0.017691 0.0095482 -0.00245682 0.00555906 0.0178907 -0.0107615 -0.00647221 0.00439035 0.0100474 0.00469889 0.00217267 0.0133767 0.000416575 0.00588993 internal_weight=7971.99 811.242 138.904 74.1712 25.1846 672.338 42.6729 629.665 620.439 30.2157 7160.75 12.364 17.8517 7010.49 597.834 48.9866 42.5465 22.6049 64.7325 21.6042 12.306 9.29827 43.1283 150.253 42.3144 32.3958 107.939 14.6257 93.3133 46.9425 internal_count=27017 3336 548 255 92 2788 146 2642 2613 107 23681 48 59 23226 2546 163 143 67 293 120 58 62 173 455 126 96 329 45 284 148 is_linear=0 shrinkage=0.03 Tree=366 num_leaves=29 num_cat=0 split_feature=5 0 5 2 10 7 5 10 11 5 9 3 13 6 10 3 3 11 12 4 4 4 13 4 2 11 0 8 split_gain=2.14432 2.44845 2.35409 4.90509 3.17193 2.43336 2.89984 3.59058 3.21682 3.71688 3.10036 2.95722 2.37029 2.30434 3.62707 2.33402 2.21009 2.20242 2.37657 3.06718 2.62027 2.4095 1.8267 2.36918 1.79913 1.56401 1.22633 0.766949 threshold=0.76500000000000024 350.00000000000006 0.79500000000000004 1.3 0.33333333333333326 0.3000000000000001 2.1050000000000009 0.83333333333333337 -0.66666666666666663 2.245000000000001 4.9000000000000012 0.90000000000000013 6.1000000000000005 3.1000000000000005 -1.0000000180025095e-35 2.7000000000000006 0.90000000000000013 0.50000000000000022 1.9000000000000001 1.4550000000000007 1.1650000000000007 1.2950000000000006 3.3000000000000007 1.4850000000000005 0.90000000000000013 -1.0000000180025095e-35 200.00000000000003 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 3 24 -5 6 7 11 -8 -10 -9 -4 13 15 -15 -7 22 18 20 -20 -3 -22 23 26 -2 -18 -1 -21 right_child=2 17 5 4 -6 12 8 10 9 -11 -12 -13 -14 14 -16 -17 25 -19 19 27 21 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.007066203990798779 -0.0081839958655412128 -0.0094612962312746393 0.0081927653220869034 0.01533922465614024 -0.010148508698671291 0.00010463803536453176 -0.015162947543487555 -0.028980834005324831 0.026890237310772544 0.00056677877345921506 -0.0067507109313908751 -0.0058398790348165456 0.016064840115249952 -0.014821783488760435 0.00063115769754335893 -0.0026788529028214697 0.0014989220910142005 0.020526420769801063 0.025531202403091608 0.01009509985477982 0.021003908962450652 0.00036391391236103931 -0.0072754388545979423 -0.0056012060182997732 -0.024764239170543583 -0.016406602403782604 0.023735955593462404 -0.0035823604862731525 leaf_weight=8.835130721330648 12.141563385725023 14.406533271074293 16.388988375663757 10.396160960197451 7.6120265424251548 8507.2226364016533 5.5528990104794529 10.173718929290773 7.7916474640369442 12.690658129751681 12.688478574156759 77.100724443793297 8.2504135668277723 24.253191314637661 31.328376278281212 280.04850490391254 7.1812795996665981 9.9369028806686384 9.8774152696132678 8.2542295902967435 7.3683118820190456 16.465681850910187 10.055188715457914 7.7924575954675666 11.439780801534651 11.297371268272398 7.2155940830707541 6.6724317744374266 leaf_count=24 33 39 47 33 21 24756 26 31 28 58 39 262 23 75 97 1095 20 31 28 25 20 47 28 23 31 32 20 25 internal_value=-4.9045e-05 0.00384765 -0.00010311 -0.00722407 0.00456561 -7.01801e-05 -0.00396084 -0.00598604 0.00508979 0.0105805 -0.0166432 -0.00337992 -7.5912e-06 -2.25868e-05 -0.00611178 1.59288e-05 -0.00110145 0.0073995 0.00533047 0.0125627 0.000639399 0.0067448 0.00344845 0.00797095 -0.0162274 -0.00944805 0.0145601 0.00398108 internal_weight=9160.44 125.359 9035.08 41.5895 18.0082 8993.49 142.387 116.352 26.0352 20.4823 22.8622 93.4897 8851.1 8842.85 55.5816 8787.27 52.377 72.9815 63.0446 24.8041 38.2405 23.834 33.8984 23.8432 23.5813 18.4787 16.0507 14.9267 internal_count=27017 362 26655 118 54 26537 491 379 112 86 70 309 26046 26023 172 25851 147 215 184 78 106 67 95 67 64 52 44 50 is_linear=0 shrinkage=0.03 Tree=367 num_leaves=28 num_cat=0 split_feature=10 6 4 5 9 9 8 5 5 6 11 0 10 4 3 0 9 9 5 10 4 12 10 5 9 4 4 split_gain=0.88891 2.44259 2.1289 2.19954 2.38339 4.24846 3.12493 1.28491 3.95072 2.98918 2.37547 2.33919 4.21466 3.57442 2.13593 2.53965 2.0209 2.0698 1.79007 3.33336 1.68254 1.28549 2.84957 1.18841 1.12552 0.694938 0.00225312 threshold=1.5000000000000004 0.3000000000000001 2.7950000000000004 0.82000000000000028 6.9000000000000012 6.3000000000000016 6.5000000000000009 2.725000000000001 2.5050000000000012 0.70000000000000007 -0.33333333333333309 475.00000000000006 1.0000000180025095e-35 1.7650000000000006 2.5000000000000004 350.00000000000006 7.1000000000000005 7.7000000000000002 2.475000000000001 1.0000000180025095e-35 1.1750000000000005 5.700000000000002 1.0000000180025095e-35 2.4450000000000007 6.9000000000000012 1.4050000000000007 1.4550000000000007 decision_type=2 2 2 2 2 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 -3 5 -5 -6 8 18 -9 16 12 25 20 24 -16 26 -18 21 -20 -13 23 -23 -1 -12 -11 -10 right_child=1 2 -4 4 6 -7 -8 9 10 11 14 13 -14 -15 15 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 leaf_value=9.3151730162584044e-05 -0.016285956305726924 0.018698294051040485 0.018885062137077815 0.0014771796117214531 0.011330291680816361 -0.010705230744241094 -0.011436355328326347 0.025245703314695275 -0.02377037404957396 -0.0087064910675626328 -0.024448371421860897 0.014371578636520542 0.010034708724672523 0.027227743134578247 0.017441066864281034 -0.0039425967786330535 0.010106755427173472 -0.016163361929003882 -0.0023610626944985903 0.024603859207027567 -0.0065435562887826773 0.0015154533120403278 -0.024396637894688759 -0.0089815477403570113 -0.0060463056202095097 -0.024769974296028559 -0.024615585728695356 leaf_weight=6990.2306480929255 6.7642995044589034 6.6377845853567115 6.5288932621479026 270.58549252897501 36.114111140370369 28.474903203547001 6.3854518681764594 5.7632081881165496 5.4199706166982669 3.9424453377723712 4.7422692254185668 5.3388866484165218 8.4604741036891919 6.6191802471876136 7.0579312741756466 17.132234260439873 4.2947332262992841 7.2660090997815132 9.0676616728305834 7.5708603262901297 9.8451600819826108 9.9908973798155802 6.1836534589529029 13.012208268046377 8.1015770435333234 6.2927098572254181 5.9598135054111481 leaf_count=25006 33 26 25 994 125 108 27 22 28 20 22 25 36 24 31 76 19 34 38 28 45 46 31 56 37 28 27 internal_value=0.000120671 0.00157205 0.00191258 0.00159434 0.00126195 0.000317237 0.00790966 4.72127e-05 1.47232e-05 0.0050307 -0.0076524 0.002154 -0.00563216 0.0088304 -0.00295331 0.00229649 -0.0152384 -0.0064042 8.00769e-05 0.00990852 0.000810447 5.678e-05 -0.00839094 7.62907e-05 -0.0128408 -0.0185825 -0.024213 internal_weight=7503.78 361.491 354.727 348.198 341.56 299.06 42.4996 7142.29 7096.03 46.2621 59.9745 40.4989 18.6956 21.8032 37.034 24.1902 22.9405 11.5607 7036.06 16.6385 15.184 7019.42 16.1746 7003.24 12.8438 10.2352 11.3798 internal_count=27017 1338 1305 1280 1254 1102 152 25679 25479 200 274 178 84 94 166 107 108 53 25205 66 70 25139 77 25062 59 48 55 is_linear=0 shrinkage=0.03 Tree=368 num_leaves=17 num_cat=0 split_feature=11 6 9 10 13 9 7 10 3 0 4 5 5 2 5 2 split_gain=2.3108 2.28872 3.95991 3.69317 2.9313 2.8253 3.03062 4.65382 2.57581 2.32106 3.30421 2.29226 2.13119 1.55455 1.52811 1.03407 threshold=-3.4999999999999991 1.1000000000000003 9.5000000000000018 0.33333333333333326 4.1000000000000005 9.9000000000000021 0.3000000000000001 -0.33333333333333331 3.7000000000000006 925.00000000000011 1.5350000000000008 1.0250000000000006 0.76500000000000024 0.90000000000000013 2.7350000000000008 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 8 15 5 6 7 -2 9 12 -11 -8 -3 -10 -15 -4 right_child=1 2 3 -5 -6 -7 11 -9 13 10 -12 -13 -14 14 -16 -17 leaf_value=0.019571267167011071 -0.0039454005965158627 -0.0056194243348127778 0.027200560077628173 -0.0013956276315561819 0.021720377650129817 -0.017838461044491997 -0.0042418769985319293 0.013514785440609658 -0.0038353046374792637 0.0050761626098234473 -0.013171389239813803 -0.00071211828641684985 0.00027960560294465876 0.0074824727129938987 0.02450946413072716 0.012701657684678486 leaf_weight=5.394315391778945 23.941315084695816 55.69511554390192 8.8105590492487007 12.474338591098784 5.1785141527652732 8.8041080385446531 178.86169823631644 32.24049773812294 6.1821307837963131 13.457395598292349 26.552842937409878 2230.4339312054217 5331.9133067727089 13.965057209134104 7.1841065734624854 8.8984315097331983 leaf_count=17 75 223 26 36 28 28 859 100 20 54 169 8282 17003 46 25 26 internal_value=-5.72415e-05 -7.05357e-05 0.000271381 0.0111077 -0.000826934 -0.000874124 -0.000813545 0.0060743 0.000211422 0.000165161 -0.00703385 -0.000974161 0.000218624 0.00939807 0.0132663 0.0199151 internal_weight=7969.99 7964.59 5485.13 30.1833 2479.46 2474.28 2465.48 56.1818 5454.95 5427.62 40.0102 2409.3 5387.61 27.3313 21.1492 17.709 internal_count=27017 27000 17628 88 9372 9344 9316 175 17540 17449 223 9141 17226 91 71 52 is_linear=0 shrinkage=0.03 Tree=369 num_leaves=29 num_cat=0 split_feature=7 10 3 8 5 7 5 0 6 9 12 5 6 5 3 3 0 5 5 0 6 5 3 5 9 4 2 9 split_gain=2.09789 4.17987 3.1186 3.08786 4.50875 4.0172 3.97988 3.24417 3.08065 2.96707 3.501 3.13995 2.69095 3.5862 2.65294 2.6181 3.53424 4.83849 3.16108 2.52078 2.51901 3.5836 2.48555 2.02669 1.98939 1.98885 1.69904 1.68379 threshold=1.5000000000000002 -3.1666666666666661 3.3000000000000003 5.3000000000000016 1.0550000000000006 0.90000000000000013 2.3750000000000009 475.00000000000006 1.0000000180025095e-35 7.5000000000000009 4.3000000000000016 2.7050000000000005 0.3000000000000001 1.6900000000000006 0.70000000000000007 0.3000000000000001 525.00000000000011 0.79500000000000004 1.0150000000000008 875.00000000000011 1.1000000000000003 0.9650000000000003 1.1000000000000003 2.5950000000000011 3.5000000000000004 2.8450000000000011 1.7000000000000004 4.9000000000000012 decision_type=2 2 2 2 2 2 2 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 12 6 20 14 8 -7 -3 10 -8 -11 13 22 -6 16 17 -14 -18 -10 24 -22 26 25 -5 -17 -2 -24 right_child=2 3 -4 4 5 7 9 -9 19 11 -12 -13 15 -15 -16 23 18 -19 -20 -21 21 -23 27 -25 -26 -27 -28 -29 leaf_value=-0.025205637189945354 0.00096414106642778955 0.016139379764709201 0.016779766045374706 0.015701941182759995 0.0046412611461228159 0.0027744244847073846 0.003282012467604031 -0.00031290195056062764 -0.00091625462199891952 -0.021865608623971151 -0.011767776905955518 -0.0029785737130641299 0.02066569206202518 0.023330984845524406 -0.0021707131499137939 0.00033053809900273484 0.0050110450093879075 -0.0020018027755145402 0.027946327806448713 0.005477788499765773 -0.0029856953409368569 0.008235870205505166 0.0025653693198030934 -0.014579840849775665 0.0057119886276797227 -0.012934560743558818 0.018549054181902561 -0.01608776358905753 leaf_weight=6.109171897172927 9.0090740770101565 9.6780778467655164 10.598026245832441 26.167369991540909 55.650995880365372 579.68063358962536 33.260218620300293 649.59007896482944 3351.1209656894207 19.801055453717709 23.913738116621971 13.205202162265776 10.249634236097334 10.175142228603361 682.36095441132784 3332.2689049392939 11.200867533683779 48.952169626951218 10.45823088288307 56.42586150765419 59.359950259327888 45.051503539085388 11.210157975554468 8.2696749567985517 57.064504534006119 10.203549668192862 10.961897701025007 7.1227405220270148 leaf_count=18 26 29 34 83 159 1641 147 1943 10049 96 124 70 30 31 2098 9426 34 137 32 179 167 126 34 28 176 34 45 21 internal_value=-4.78707e-05 -0.000404165 0.000530707 -0.000377406 0.000516371 9.25658e-05 -0.000926536 0.00114297 -0.000762371 -0.00714731 -0.00301275 -0.0143093 0.000481224 0.00749983 -0.00165705 0.00038207 0.00571624 0.00192263 0.0160855 -0.000810375 0.00495961 0.00185619 0.0032944 0.000253345 0.00885274 0.000290044 0.0106164 -0.00468179 internal_weight=9159.12 5668.44 3490.68 5662.33 2154.93 1967.28 3507.41 1229.27 3417.22 90.1802 57.174 33.0063 3480.08 48.479 738.012 3431.6 80.8609 59.2018 21.6591 3407.55 187.643 104.411 38.3039 3350.74 83.2319 3342.47 19.971 18.3329 internal_count=27017 17105 9912 17087 6393 5841 10694 3584 10257 437 271 166 9878 157 2257 9721 233 167 66 10228 552 293 126 9488 259 9460 71 55 is_linear=0 shrinkage=0.03 Tree=370 num_leaves=17 num_cat=0 split_feature=11 11 4 10 5 8 7 4 9 9 5 2 0 4 9 6 split_gain=0.884119 1.02596 2.71091 4.64933 2.96948 2.65788 4.16319 2.90867 2.01226 3.26362 1.22516 1.17265 1.40187 1.23998 1.04726 0.331567 threshold=3.1666666666666674 1.8333333333333337 2.015000000000001 0.83333333333333337 1.8050000000000004 3.7000000000000006 1.9000000000000001 1.2850000000000008 2.9000000000000004 3.7000000000000006 3.0650000000000008 3.9000000000000004 575.00000000000011 2.9850000000000008 3.7000000000000006 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 5 4 -4 6 7 -3 -7 -10 11 13 -13 14 -1 -2 right_child=15 2 3 -5 -6 8 -8 -9 9 -11 -12 12 -14 -15 -16 -17 leaf_value=0.00082587643781606836 -0.01402805578438053 0.0043890828725412319 0.029199342731958424 -0.011524325525433358 0.006091342243967097 0.015782116330739029 -0.016292026758423384 0.021463493866292177 -0.017209897153493914 -0.0004156600739789112 0.011142962581605981 0.0032833056971562041 -0.022262629753453632 0.012766345408445512 -0.00011170165281701856 -0.0034059719696700225 leaf_weight=1308.0097787454724 5.1222306713461858 23.059936851263046 10.531572774052625 6.1891357451677314 9.537382632493971 6.1186302602291098 5.7848758250474921 14.705646842718123 11.349900990724562 126.3066149353981 8.9827764183282834 3.3460942581295958 4.579023614525795 6.9158489033579817 5947.8899863138795 5.4683087915182114 leaf_count=4632 21 78 32 25 32 20 21 46 38 444 38 21 39 30 21476 24 internal_value=0.000118396 0.000130638 0.00218002 0.0112074 0.0182177 0.000914626 0.00740748 0.0110377 -0.0010521 -0.00180036 7.05103e-05 5.68306e-05 -0.0114768 6.9416e-05 5.73141e-05 -0.00854346 internal_weight=7503.9 7493.31 213.584 26.2581 20.069 187.326 43.5505 37.7656 143.775 137.657 7279.72 7270.74 7.92512 7262.82 7255.9 10.5905 internal_count=27017 26972 736 89 64 647 145 124 502 482 26236 26198 60 26138 26108 45 is_linear=0 shrinkage=0.03 Tree=371 num_leaves=31 num_cat=0 split_feature=2 4 10 11 7 2 8 11 9 5 4 2 11 9 8 9 2 4 7 4 3 13 12 0 10 4 7 11 4 8 split_gain=2.29134 2.81498 2.84404 2.7969 2.51554 3.11349 3.34451 4.45723 3.66341 3.23574 2.98715 2.79736 2.30796 2.28004 4.18945 2.3205 2.13384 2.77291 4.26273 3.56583 2.96313 2.89613 2.76553 2.16941 2.10358 2.09119 2.04088 1.86393 2.87813 1.85066 threshold=2.3000000000000003 1.3450000000000006 1.1666666666666672 -1.8333333333333328 2.1000000000000005 0.50000000000000011 2.5000000000000004 -1.0000000180025095e-35 3.7000000000000006 2.0750000000000011 1.5250000000000006 0.3000000000000001 1.0000000180025095e-35 3.5000000000000004 3.1000000000000005 6.5000000000000009 1.9000000000000001 1.5850000000000006 1.5000000000000002 1.195000000000001 1.3 3.5000000000000004 3.7000000000000006 525.00000000000011 -2.8333333333333326 1.4150000000000007 2.5000000000000004 1.5000000000000004 2.6850000000000009 7.9000000000000012 decision_type=2 2 2 2 2 2 2 2 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 24 16 5 9 7 -7 -8 10 -5 -6 -11 14 -13 -15 17 19 20 21 -19 -1 -18 -21 -3 -26 27 28 -4 -27 right_child=1 2 26 4 11 6 8 -9 -10 12 -12 13 -14 15 -16 -17 22 18 -20 23 -22 -23 -24 -25 25 29 -28 -29 -30 -31 leaf_value=0.0053460714039023065 -0.017104398215602314 0.013574480178643348 0.001617034670993014 0.002302577704985158 -0.014331948728700248 0.0094258659378947309 -0.0019612067399862702 0.00011110175267446654 0.00015251417872081359 0.0035012632662567112 -0.008468571158370115 -0.012806207300356798 0.018212187015184705 -0.0029880348620530814 0.0039821068715172941 0.0032524786488934885 -0.018865280002874331 0.0359563954584858 -0.003544404423095331 0.0014370660183179763 0.012675592067439111 0.023607929301380837 0.0052081934094224082 -0.010005595420589675 0.012615878875107213 -0.0031356313531516657 0.020388486202474645 0.013436602242320694 -0.01886271805740259 -0.011691379120265511 leaf_weight=40.967140033841133 10.993801042437552 6.6798357740044585 87.83875497803092 439.56331685185432 15.517671808600424 77.455309197306633 863.98439086973667 114.7009638696909 5059.2267660275102 19.35387334227562 24.462239816784859 15.091667518019674 19.041574582457542 488.97888188809156 117.8018225133419 60.232702419161797 8.3055068030953425 6.3264249861240414 11.8799906745553 62.474821731448174 22.13851784914732 9.6583802700042707 8.8938642442226392 19.586856380105019 7.155341073870658 302.76552335172892 5.4232704862952223 10.613371238112448 6.6430186331272116 24.602709006518126 leaf_count=115 44 32 420 1289 52 227 3179 342 16257 56 82 56 56 1846 475 196 36 22 42 187 66 28 30 60 26 1510 32 39 43 172 internal_value=-5.64708e-05 -0.00210536 -0.00174032 6.98414e-05 -2.35459e-05 0.000157076 -2.94375e-05 0.00386574 -0.000155802 0.00242729 0.00173475 -0.00173697 0.0107969 -0.00145043 0.00207559 -0.00230363 0.00366108 0.00466281 0.0115501 0.00256867 0.0178498 0.00883008 -0.00641679 -0.00129412 -0.00309509 -0.00342795 0.00244224 0.00151616 0.000177102 -0.00377862 internal_weight=7968.36 462.716 451.722 7505.64 7315.41 6617.79 6115.37 192.156 5923.21 502.421 464.026 697.623 38.3954 682.105 132.893 549.212 190.232 173.032 40.3449 132.687 28.4649 50.6255 17.1994 82.0617 341.203 334.524 110.518 105.095 94.4818 327.368 internal_count=27017 2318 2274 24699 24113 21488 20005 569 19436 1483 1371 2625 112 2573 531 2042 586 520 130 390 88 143 66 247 1740 1708 534 502 463 1682 is_linear=0 shrinkage=0.03 Tree=372 num_leaves=20 num_cat=0 split_feature=3 6 9 8 9 5 5 4 2 12 4 4 10 10 10 10 11 12 8 split_gain=2.05292 2.04463 3.00266 3.37089 3.2803 2.71681 2.70037 2.59039 2.46289 2.61532 2.68405 2.39209 2.37713 3.05838 1.65031 1.51723 1.3383 1.3186 1.86793 threshold=1.0000000180025095e-35 1.7000000000000004 8.9000000000000021 5.7000000000000002 9.1000000000000014 0.62500000000000033 2.3550000000000009 2.5350000000000006 1.0000000180025095e-35 1.1000000000000003 0.73500000000000032 1.1650000000000007 -3.1666666666666661 -1.4999999999999996 0.33333333333333326 -0.49999999999999994 -1.0000000180025095e-35 4.1000000000000005 6.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 5 4 -4 15 -6 8 -3 11 -11 -10 -7 -14 -1 -2 -17 18 -5 right_child=1 7 3 17 6 12 -8 -9 9 10 -12 -13 13 -15 -16 16 -18 -19 -20 leaf_value=0.0021826165285272689 0.022925596433036176 0.013813955345966454 -0.020341519470331842 -0.031355247500012055 0.011960068846234701 -0.016209656739331637 -0.0079650002385741967 0.015603665754304694 -0.012314542847586107 -0.0086501322718952733 -0.000648614714419413 0.00095129372207905917 0.0028414262212166758 8.4932440448489441e-05 0.019981205257555135 -0.0042185093230612241 0.012234226877019739 -0.0065659656229383641 -0.0090843744179636542 leaf_weight=11.016079023480417 6.2566295266151455 10.251798987388609 6.089485332369807 7.6729519069194811 15.614509224891664 7.9098118990659705 10.069209001958368 8.6313505470752698 33.808272570371628 38.340221747756004 2371.3366787806153 19.170188903808594 384.80107067525387 6183.8966489508748 8.1626421064138395 7.2600784003734633 11.494200423359867 8.6497503072023374 6.0714600086212158 leaf_count=33 19 33 22 26 52 24 46 30 98 120 7106 53 1126 18102 26 22 34 26 19 internal_value=-4.7008e-05 -6.75878e-05 0.000206431 -0.00682804 -0.000545114 0.00026415 0.00414852 -0.000802538 -0.000859802 -0.000920888 -0.000775926 -0.00751432 0.000226619 0.000246411 0.00975786 0.0101329 0.00586511 -0.0157423 -0.0215173 internal_weight=9156.5 9137.32 6655.79 54.1674 31.7732 6601.62 25.6837 2481.54 2472.91 2462.66 2409.68 52.9785 6576.61 6568.7 19.1787 25.0109 18.7543 22.3942 13.7444 internal_count=27017 26958 19518 191 120 19327 98 7440 7410 7377 7226 151 19252 19228 59 75 56 71 45 is_linear=0 shrinkage=0.03 Tree=373 num_leaves=14 num_cat=0 split_feature=8 8 5 13 11 8 4 4 8 5 9 9 9 split_gain=0.878833 1.35719 1.29438 1.9244 1.06557 1.02817 2.13118 2.34728 1.79626 1.25106 1.24106 0.701357 0.471507 threshold=1.1000000000000003 1.7000000000000004 1.5450000000000002 2.9000000000000008 -3.1666666666666661 2.5000000000000004 1.0650000000000006 1.3250000000000008 1.9000000000000001 3.0650000000000008 10.500000000000002 6.5000000000000009 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 -2 11 6 8 -8 -6 10 -7 -3 -1 right_child=1 4 -4 -5 5 9 7 -9 -10 -11 -12 -13 -14 leaf_value=-0.0018372724372854076 0.025463941900352772 -0.018347714427549247 -0.0038240327924417236 0.0033861046181234552 0.013017792620676524 0.00014839774490527931 -0.009236512470413025 0.00093892353765715494 -0.00039870920099404315 0.011422636670921518 0.0126489296500096 -0.0010473173948531928 -0.014529594211530999 leaf_weight=4.9970589727163297 6.1232972294092205 4.6503697037696821 6.0791629105806342 8.4657712876796705 10.196016788482664 7274.9361690431833 54.976024091243744 32.444457471370697 75.376716136932373 8.8883595168590528 7.1549262255430213 3.8590775579214096 5.5709063708782196 leaf_count=20 20 21 20 28 34 26175 219 116 261 37 24 19 23 internal_value=0.000117118 0.000129311 0.0078063 0.0126526 0.000108077 0.000120173 -0.00216568 -0.00546009 0.00119987 0.000174409 0.00016068 -0.0105019 -0.00852803 internal_weight=7503.72 7493.15 20.6682 14.5891 7472.48 7463.97 172.993 87.4205 85.5727 7290.98 7282.09 8.50945 10.568 internal_count=27017 26974 68 48 26906 26866 630 335 295 26236 26199 40 43 is_linear=0 shrinkage=0.03 Tree=374 num_leaves=17 num_cat=0 split_feature=4 12 11 11 9 9 2 6 5 8 3 5 9 8 11 5 split_gain=2.22976 2.48649 2.16561 2.31934 2.4448 4.54882 2.49499 2.29043 5.21614 2.69327 1.73008 2.27451 0.780881 1.11893 0.876676 0.00395227 threshold=2.7150000000000003 6.5000000000000009 3.5000000000000009 2.1666666666666674 6.9000000000000012 5.1000000000000005 1.5000000000000002 0.70000000000000007 2.4650000000000003 10.100000000000001 1.9000000000000001 2.0650000000000008 5.1000000000000005 7.9000000000000012 0.50000000000000022 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 -5 -6 8 -1 -9 12 -12 13 14 -2 -14 right_child=10 -3 -4 4 6 -7 -8 9 -10 -11 11 -13 15 -15 -16 -17 leaf_value=-0.0011777916105845956 -0.011903867040940781 0.016752385461638861 0.018073128748199475 -0.0085907851311650355 -0.024540397717878738 0.0045857652624261124 -0.0037319017376918743 0.00015982646251483449 -0.018411667699422374 0.019678606093269487 0.015330015634078062 -0.010531781488667721 -0.021956128446210824 -0.021779650536921095 0.012081936558082264 -0.023415717489059986 leaf_weight=766.98245581611991 2.9069318324327522 7.9413238018751136 5.9343682974576941 48.850678712129593 9.8564468473196047 45.581276953220367 10.944327652454374 7018.5703791938722 16.138735249638557 6.3681134209036818 5.1292802318930608 7.5890363603830338 4.0012864246964446 3.7843840271234512 2.5963121503591537 2.8652915060520172 leaf_count=3156 25 26 18 158 28 137 32 23191 50 29 23 32 37 39 19 17 internal_value=-5.62879e-05 -2.60161e-05 -4.28201e-05 -5.63885e-05 -0.00428147 -0.00223061 -0.013592 5.96593e-06 -0.00153295 0.00017752 -0.00837812 -0.000101753 -0.0148942 -0.00922279 -0.000587881 -0.0225652 internal_weight=7966.04 7937.17 7929.23 7923.29 115.233 94.432 20.8008 7808.06 783.121 7024.94 28.8725 12.7183 16.1542 9.28763 5.50324 6.86658 internal_count=27017 26825 26799 26781 355 295 60 26426 3206 23220 192 55 137 83 44 54 is_linear=0 shrinkage=0.03 Tree=375 num_leaves=15 num_cat=0 split_feature=13 6 5 10 10 12 2 4 2 12 4 11 10 2 split_gain=2.02402 2.16142 2.91308 2.75427 3.12312 4.78036 3.31161 2.69718 2.36886 2.24447 2.56282 2.42445 1.56209 1.22926 threshold=6.1000000000000005 1.7000000000000004 0.62500000000000033 -3.1666666666666661 -1.4999999999999996 3.3000000000000007 1.9000000000000001 2.5350000000000006 1.0000000180025095e-35 1.1000000000000003 0.73500000000000032 -0.83333333333333315 -0.49999999999999994 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 -4 5 -5 -6 8 -3 11 -11 -10 -1 -14 right_child=-2 7 3 4 6 -7 -8 -9 9 10 -12 -13 13 -15 leaf_value=0.022975136440436472 0.014178135798278996 0.013481694488354398 -0.01708774368584277 0.0052273495535353591 -0.00029593886911535259 -0.0017846317500670712 0.0014534783198429215 0.015713975667541936 -0.021009726192431136 -0.0085044528480465297 -0.00067458999256836557 -0.0041084088381543342 -0.001195483990980259 0.014109341812160465 leaf_weight=6.5459262579679516 8.9950171411037427 10.299388632178305 8.3005489856004697 254.48850125074387 5041.3892056792974 133.35522955656052 1207.0202272906899 8.8517404198646528 9.180496394634245 38.231212437152863 2364.4984656944871 45.480982512235641 10.076620221138002 8.8901564925909025 leaf_count=20 25 33 25 728 14610 408 3716 31 26 120 7088 130 28 29 internal_value=-4.56296e-05 -5.96176e-05 0.00022139 0.000182542 0.000204143 0.00281637 4.20002e-05 -0.000816456 -0.000875751 -0.000935926 -0.000799175 -0.00694702 0.0103392 0.00597823 internal_weight=9155.6 9146.61 6670.07 6644.55 6636.25 387.844 6248.41 2476.54 2467.69 2457.39 2402.73 54.6615 25.5127 18.9668 internal_count=27017 26992 19564 19487 19462 1136 18326 7428 7397 7364 7208 156 77 57 is_linear=0 shrinkage=0.03 Tree=376 num_leaves=31 num_cat=0 split_feature=9 5 7 2 4 5 4 11 2 4 10 6 8 2 8 4 0 5 8 8 0 0 2 10 4 13 5 13 13 8 split_gain=0.859339 4.03659 3.09172 6.00176 4.16548 2.69835 2.60923 3.9675 2.46838 2.77336 3.94214 5.43397 3.79632 4.72088 6.04194 3.64028 3.368 3.19311 3.04236 2.33405 2.10312 2.64736 1.84207 4.59498 8.37053 5.08572 3.25428 3.47947 2.62242 7.97231 threshold=5.3000000000000016 2.2050000000000005 0.70000000000000007 1.1000000000000003 1.3650000000000009 2.2850000000000006 1.5050000000000006 -0.33333333333333309 3.5000000000000004 2.0250000000000008 1.8333333333333339 1.7000000000000004 5.3000000000000016 1.9000000000000001 8.3000000000000025 2.055000000000001 575.00000000000011 0.89000000000000024 6.3000000000000016 4.7000000000000002 350.00000000000006 725.00000000000011 1.5000000000000002 0.50000000000000022 2.0650000000000008 1.7000000000000004 0.62500000000000033 4.7000000000000011 2.9000000000000008 3.9000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 -4 -6 -8 9 10 17 16 20 14 -14 -15 -12 -2 -19 -13 -11 -22 23 26 25 -25 -1 -28 29 -24 right_child=8 2 4 -5 6 -7 7 -9 -10 12 11 19 13 15 -16 -17 -18 18 -20 -21 21 -23 28 24 -26 -27 27 -29 -30 -31 leaf_value=-0.015917596609124281 -0.01372314193681492 0.038089419198700646 0.0029418466330418253 0.0025861072933540939 0.029855865582773627 -0.021422718151395671 0.028716532517865816 -0.00099693455529449517 -0.013715251838771324 -0.017049195403174098 0.016771876187445165 0.0034459913518360362 0.014863352938227251 0.018678064534422559 -0.0089907866506523833 -0.00033435650652918303 -0.001631403068436305 -0.00019988251692649238 -0.0032671165294997796 -0.022627348992171881 0.0033259969551511599 -0.014161139921344807 -0.0077977668871786737 0.011470137431107927 0.033412757443641181 0.0017367788941556692 -7.6512212898732391e-05 0.0065843833555006958 0.0010293882533197365 -0.00031432682586032725 leaf_weight=11.425572767853735 16.752915486693382 7.8853748887777355 9.0505422353744525 9.3863622993230802 5.3337564468383816 7.4653988182544699 5.3906529396772447 16.194352030754086 12.258634909987448 9.7845047712326032 34.048333510756493 5.8083308041095716 58.556134209036827 9.8587943613529188 11.420101240277289 112.37419698387384 12.141595795750616 2320.8227517232299 332.77613285183907 6.6025154441595078 28.265906155109406 10.756431668996809 155.08524116873741 52.31651970744133 7.9658188074827185 631.44891528785229 2250.376774251461 72.86682040989399 542.69620394706726 736.92739643901587 leaf_count=43 64 30 32 37 20 31 20 58 79 37 119 20 229 38 53 496 47 8248 1290 23 108 46 550 173 29 2115 7671 249 2082 2980 internal_value=0.000114258 0.000374975 0.00805878 0.0187951 0.00378951 -0.00807122 0.0110666 0.00642373 -0.000281056 -0.000225606 -0.000498048 0.00719896 0.00285917 0.00475646 0.0109704 0.0011991 0.0119343 -0.000666958 -0.000584531 -0.0104249 -0.00461265 -0.0014943 0.000270415 0.000690146 0.0028377 0.0024815 5.38552e-05 0.000132402 -0.000614975 -0.0016154 internal_weight=7504.04 4521.82 60.7064 17.2717 43.4347 16.5159 26.9188 21.585 2982.23 2969.97 2728.95 58.6008 241.016 192.209 69.9762 122.233 46.1899 2670.35 2653.6 12.4108 48.8068 39.0223 4461.11 3026.4 691.731 683.765 2334.67 2323.24 1434.71 892.013 internal_count=27017 16120 228 67 161 63 98 78 10897 10818 9811 209 1007 816 282 534 166 9602 9538 43 191 154 15892 10280 2317 2288 7963 7920 5612 3530 is_linear=0 shrinkage=0.03 Tree=377 num_leaves=22 num_cat=0 split_feature=11 0 9 12 9 7 9 10 4 9 9 8 11 5 12 13 2 8 4 4 8 split_gain=2.1913 2.16857 3.72292 2.87681 5.44974 2.42696 4.21146 2.47983 2.59379 2.37665 2.27841 4.78402 4.40908 4.06299 2.82751 2.56061 2.02489 2.69203 2.0632 1.65086 0.414002 threshold=-3.4999999999999991 875.00000000000011 8.9000000000000021 2.3000000000000007 4.1000000000000005 1.7000000000000004 9.1000000000000014 -2.1666666666666656 1.5850000000000006 5.9000000000000012 3.1000000000000005 3.5000000000000004 1.1666666666666672 0.7150000000000003 0.90000000000000013 3.3000000000000007 2.9000000000000004 4.5000000000000009 1.8550000000000004 0.9650000000000003 4.9000000000000012 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 4 -3 10 7 8 -7 -6 11 15 -13 20 -15 -2 18 -18 -5 -9 -12 right_child=1 2 -4 16 9 6 -8 19 -10 -11 13 12 -14 14 -16 -17 17 -19 -20 -21 -22 leaf_value=0.019119033474138319 0.0021488907806810481 -0.02315501603338738 0.024728377455201025 -0.0089405578170428518 0.0079782645668738331 0.00097327602848907755 -0.027162901909545022 0.0021135452162325849 -0.02105113169419158 0.035714568982313413 -0.012373270816950489 -0.0027380884807439135 -0.016276828693394214 0.0090465965696538315 0.00041135465008500536 0.017024230013991185 0.014508972817615651 -0.020227389400279523 -0.00054707553092653576 -0.0010552844908176505 -0.024687940650141852 leaf_weight=5.3606298565864554 53.815538004040718 4.1434343531727817 4.0275269150733939 50.704896531999111 9.3193042129278165 8.4990667849779147 5.5049139857292166 162.78960901498795 11.094654493033884 3.9626938551664344 4.6927548944950086 237.43937042355537 23.820686355233192 34.335013926029205 5630.8237107172608 12.914092808961867 2.3155020177364376 15.11754100397229 54.889680929481983 1624.6718657575548 5.1570082008838654 leaf_count=17 173 27 16 267 50 32 16 508 63 20 20 902 90 105 17952 39 17 137 395 6147 24 internal_value=-5.51925e-05 -6.81053e-05 -0.00370999 -0.00452546 0.00688284 -7.8043e-07 -0.000962859 -0.000883045 -0.0114977 0.0162534 0.000289712 -0.00214141 -0.0039725 0.00043022 0.000463691 0.00502769 -0.00614132 -0.0156136 -0.0045775 -0.000766689 -0.0188208 internal_weight=7965.4 7960.04 144.481 140.453 17.4254 7815.56 1812.56 1807.06 19.5937 13.282 6003 327.99 261.26 5675.01 5665.16 66.7296 123.028 17.433 105.595 1787.46 9.84976 internal_count=27017 27000 929 913 97 26071 6766 6750 95 70 19305 1204 992 18101 18057 212 816 154 662 6655 44 is_linear=0 shrinkage=0.03 Tree=378 num_leaves=31 num_cat=0 split_feature=9 6 9 5 5 10 13 4 13 4 9 2 5 7 2 7 10 9 9 4 4 9 11 5 4 6 9 9 8 10 split_gain=1.98536 2.851 2.93916 3.26424 3.34679 2.64688 2.59102 5.04059 2.70572 2.33181 2.88415 2.2435 4.25844 4.7683 3.9577 3.20382 4.03347 3.52705 3.33145 5.26972 3.29118 2.18686 4.30914 3.49709 2.09104 2.19644 2.46264 2.02609 4.75121 4.1792 threshold=6.3000000000000016 2.3000000000000003 4.7000000000000002 1.8250000000000002 1.9250000000000003 -1.4999999999999996 3.9000000000000008 0.83000000000000029 4.1000000000000005 0.82000000000000028 6.1000000000000005 1.1000000000000003 1.9850000000000003 1.9000000000000001 0.90000000000000013 2.1000000000000005 -3.1666666666666661 2.1000000000000005 5.5000000000000009 1.3950000000000007 2.2050000000000005 3.7000000000000006 0.33333333333333326 0.91000000000000036 0.81500000000000028 1.9000000000000001 7.5000000000000009 6.7000000000000002 4.1000000000000005 -0.83333333333333315 decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -4 7 -3 -8 -7 -11 12 21 14 -14 16 -13 -18 20 -20 -17 22 -1 -23 25 26 -2 28 29 -26 right_child=24 2 5 4 -6 9 8 -9 -10 10 -12 15 13 -15 -16 18 17 -19 19 -21 -22 23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.0038069076487435224 -0.022790298666347342 0.01859647226576535 -0.017763691724884456 0.029034835293971304 0.0026966300563725262 -0.020288413144537689 0.010512866002195382 -0.0059606933450771201 1.3362962825403078e-05 -0.0041693179626288478 0.0071842323873595945 -0.022428908402824691 -0.0029166189732068438 0.014848229401508836 -0.014053436629400279 0.0012535991460164656 0.010354898558067571 0.0004057756182460682 0.021599501507531173 0.0040537788442597898 0.011956091793847087 0.006603225111597515 0.0014614660442629915 0.00013574074863315373 -0.019259417292853541 0.0038261711965827064 0.0016508380799470958 -0.00015158686800030268 -0.0006877492296267578 -0.0049546697240741245 leaf_weight=349.37697891891003 12.284359291195875 8.0798560678958875 12.501135632395743 6.751075908541682 12.168485149741171 7.3065004646778098 25.372412234544754 109.07157996296883 170.72646754980087 208.90537045896053 22.285237997770309 6.9228036403655997 73.799958296120167 9.4770304560661298 47.013517782092094 407.29268614947796 32.347003430128098 3729.8653669282794 20.755212843418121 59.774733066558838 27.612913243472576 78.339632630348206 232.85170987248421 1904.9340932071209 22.215698704123497 7.6723789423704138 5.3157319575548163 1084.2932485491037 351.92802368104458 106.49664740264416 leaf_count=972 44 25 42 21 41 24 73 323 478 645 70 20 279 27 173 1160 94 10817 57 178 113 213 650 5449 70 28 20 3493 1072 346 internal_value=-4.49627e-05 0.000157622 -0.00185749 -6.13228e-06 0.0120949 -0.00430758 -0.000737006 -0.004267 0.00137185 -0.00360226 -0.00307491 0.000325973 -0.000352067 -0.00564301 -0.00725042 0.000752586 0.000449219 0.000491317 0.00297096 0.00857589 0.00193312 -8.33636e-05 -0.00169992 0.000391207 -0.00100852 -0.00956903 -0.0154084 -0.000870273 -0.00249158 -0.00742366 internal_weight=9153.74 7563.53 583.168 332.17 18.9196 250.998 313.25 117.151 196.099 238.497 231.191 6980.36 2695.79 130.291 120.813 4284.57 3769.14 3762.21 515.436 80.5299 434.906 2565.5 582.229 1983.27 1590.21 25.2725 17.6001 1564.93 480.64 128.712 internal_count=27017 21944 1742 961 62 781 899 348 551 739 715 20202 7763 479 452 12439 10931 10911 1508 235 1273 7284 1622 5662 5073 92 64 4981 1488 416 is_linear=0 shrinkage=0.03 Tree=379 num_leaves=19 num_cat=0 split_feature=11 11 10 6 3 6 3 5 8 6 9 9 5 2 11 4 5 6 split_gain=0.854553 0.954075 2.64328 3.38812 2.79669 2.44288 3.51121 3.00906 2.18404 1.94491 1.91798 1.79665 1.13558 1.12396 1.40363 1.17188 1.0223 0.324838 threshold=3.1666666666666674 1.8333333333333337 -0.83333333333333315 1.3 3.1000000000000005 1.1000000000000003 2.5000000000000004 1.3150000000000006 6.1000000000000005 2.1000000000000005 5.9000000000000012 4.3000000000000016 3.0650000000000008 3.9000000000000004 -0.66666666666666663 2.9850000000000008 2.5050000000000012 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 8 5 9 7 -7 -4 10 -5 11 -3 13 15 -15 16 -1 -2 right_child=17 2 3 4 -6 6 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 leaf_value=9.4120981234720267e-05 -0.013881979215784174 0.0050624586814863402 -0.017863092353088555 -0.004534490907662162 -0.024021305600728102 0.005500625705443735 0.030426603095381938 0.003943118885569548 -0.005576427488214822 0.006137214675105352 0.001225437787275098 0.024573065664722123 0.010673966203032011 0.0035186333536561072 -0.022199663799453227 0.012363123654830849 -0.0030730160440093253 -0.0033385642658931404 leaf_weight=7162.8810533136129 5.0830477550625783 6.1893479973077836 6.3331633061170569 66.33656807243824 5.5555494874715796 17.014158338308338 7.2550303786993018 56.542027905583382 6.8043953329324713 20.005199491977692 8.2476427257060987 13.541405901312826 9.0715790987014753 3.3120860829949379 4.5113480240106574 6.9671858176589003 92.914988197386265 5.4494675397872925 leaf_count=25694 21 20 22 233 28 57 25 189 24 66 28 44 38 22 38 30 414 24 internal_value=0.000112379 0.000124381 0.00209952 0.000629343 -0.00338941 0.00486728 0.012952 0.00174667 0.00966713 -0.00206188 0.0133744 0.0184528 6.63654e-05 5.31302e-05 -0.0113117 6.53724e-05 5.35638e-05 -0.00842687 internal_weight=7504.02 7493.48 213.824 179.042 91.8973 87.1444 24.2692 62.8752 34.7828 86.3418 27.9784 19.7308 7279.66 7270.59 7.82343 7262.76 7255.8 10.5325 internal_count=27017 26972 736 620 327 293 82 211 116 299 92 64 26236 26198 60 26138 26108 45 is_linear=0 shrinkage=0.03 Tree=380 num_leaves=17 num_cat=0 split_feature=4 12 11 11 9 9 2 3 10 12 3 3 13 11 5 0 split_gain=2.12586 2.38729 2.08848 2.22657 2.35675 4.40596 2.39598 2.26042 2.75161 2.47236 1.68569 2.22545 0.788411 0.519021 0.00305455 0.000904042 threshold=2.7150000000000003 6.5000000000000009 3.5000000000000009 2.1666666666666674 6.9000000000000012 6.5000000000000009 1.5000000000000002 2.7000000000000006 1.8333333333333339 5.3000000000000016 1.9000000000000001 2.5000000000000004 3.1000000000000005 0.50000000000000022 1.7000000000000004 725.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 -5 -6 9 -9 -1 12 -12 13 14 15 -2 right_child=10 -3 -4 4 6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17 leaf_value=-7.6847322820374007e-05 -0.022036415087393155 0.016422607788009375 0.017791871486894789 -0.0044588354278307513 -0.024066130490525174 0.016279706885992284 -0.0036712947482579836 0.0019072878260211071 0.01796969662094744 -0.011002282511066637 0.010342552877528558 -0.015197780199916624 5.3762869197134343e-05 -0.0096269637650787197 -0.023070912795890089 -0.021287520516392915 leaf_weight=7436.7160073518753 4.1608754433691519 7.9345006048679343 5.9060148000717154 83.940708860754967 9.8564738035202044 10.357570067048071 10.936597302556036 341.12701369822025 9.8765035867691022 18.688139498233795 7.5276516973972303 5.1857005655765533 2.6956233754754058 4.6072964817285529 2.2023374661803246 2.227323591709137 leaf_count=25312 38 26 18 264 28 31 32 996 29 89 35 20 23 35 14 27 internal_value=-5.42084e-05 -2.47794e-05 -4.12415e-05 -5.45373e-05 -0.00419683 -0.00218095 -0.013339 6.53326e-06 0.00235925 -0.000104234 -0.00821763 -7.51967e-05 -0.0147309 -0.0177506 -0.0221075 -0.0217753 internal_weight=7963.95 7935.34 7927.41 7921.5 115.091 94.2983 20.7931 7806.41 351.004 7455.4 28.6068 12.7134 15.8935 13.1978 8.59054 6.3882 internal_count=27017 26825 26799 26781 355 295 60 26426 1025 25401 192 55 137 114 79 65 is_linear=0 shrinkage=0.03 Tree=381 num_leaves=15 num_cat=0 split_feature=3 13 6 9 8 9 5 4 8 2 12 4 10 12 split_gain=1.96346 1.96001 2.02543 2.87366 3.24099 3.16812 2.44726 2.40896 2.33048 2.27548 2.59001 1.63387 1.43734 1.28511 threshold=1.0000000180025095e-35 6.1000000000000005 1.7000000000000004 8.9000000000000021 5.7000000000000002 9.1000000000000014 0.62500000000000033 2.5350000000000006 4.9000000000000012 1.0000000180025095e-35 1.1000000000000003 1.3150000000000006 -0.49999999999999994 4.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 6 5 -5 12 9 -8 -4 -11 -1 -2 -6 right_child=1 -3 7 4 13 -7 8 -9 -10 10 -12 -13 -14 -15 leaf_value=-0.00091470050318040984 0.022203943479686496 0.01393519151194032 0.013175693213314859 -0.020092648346810318 -0.021198431194455962 0.0040560513375250684 -0.00036153408591269097 0.015121938952830137 0.00076839525879533212 -0.0075236295503758877 -0.00078144267838139807 0.016905636533955024 0.0055018345477481634 -0.0064129465659652817 leaf_weight=7.8765060901641872 6.1686953455209759 8.9923002123832685 10.342577055096625 6.0383123755455044 13.644090607762339 25.697243474423885 3216.550515986979 8.5107764750719053 3357.6896978318691 52.399278193712234 2399.3586503490806 11.236040487885473 18.678759053349495 8.6416037082672101 leaf_count=22 19 25 33 22 45 98 9383 30 9869 150 7202 37 56 26 internal_value=-4.38205e-05 -6.39224e-05 -7.77199e-05 0.000194665 -0.0066964 -0.000538713 0.000251077 -0.000811226 0.00021556 -0.000866302 -0.000925538 0.00956167 0.00964834 -0.0154651 internal_weight=9151.83 9132.71 9123.72 6653.11 54.0213 31.7356 6599.09 2470.61 6574.24 2462.1 2451.76 19.1125 24.8475 22.2857 internal_count=27017 26958 26933 19518 191 120 19327 7415 19252 7385 7352 59 75 71 is_linear=0 shrinkage=0.03 Tree=382 num_leaves=26 num_cat=0 split_feature=6 4 10 5 8 11 12 9 13 12 9 5 2 2 4 4 9 3 4 10 10 9 6 5 5 split_gain=0.848644 1.40117 0.895586 2.19722 4.10852 3.21029 4.02539 2.36231 3.85894 3.11999 2.98475 2.64121 2.46261 1.64761 1.33757 4.07607 6.30433 3.48701 3.6934 3.57384 2.38483 1.19582 1.07787 0.242471 0.23837 threshold=1.0000000180025095e-35 1.7000000000000004 1.5000000000000004 2.1550000000000011 4.3000000000000016 -0.66666666666666619 4.1000000000000005 4.5000000000000009 3.9000000000000008 3.9000000000000008 3.3000000000000003 1.7250000000000003 2.3000000000000003 3.7000000000000006 1.8050000000000004 1.7750000000000004 4.1000000000000005 0.70000000000000007 2.1050000000000009 -1.1666666666666663 -2.8333333333333326 3.5000000000000004 0.70000000000000007 1.5550000000000008 1.4450000000000007 decision_type=2 2 2 2 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 7 -5 -6 -7 8 10 11 -4 -9 -11 14 15 20 -17 18 -16 -19 -2 -10 -15 -3 -24 right_child=2 23 3 4 5 6 -8 9 21 12 -12 -13 -14 22 17 16 -18 19 -20 -21 -22 -23 24 -25 -26 leaf_value=0.00063226478818955963 -0.01598482724131153 -0.011008083835961059 -0.0020917892112331188 -0.014163562571997719 0.032458677813494805 0.025742880773548256 -0.00469569155703237 -0.00112053779680988 -0.02135021033667291 -0.016371994237418329 0.0089969059784807629 0.0081433012714184558 -0.0025352243400268231 -0.0004962875891916565 -0.00073014430880807943 -0.018366742815461464 -0.0017854160644778247 0.0057234339862031183 -0.013294287005477296 0.00080701971385158415 2.8003668711864893e-05 -0.0036466161379168989 -0.011444293838183026 -0.022990570695903805 -0.022755291987800342 leaf_weight=8.9329809844493848 8.3825800716876966 2.6387857869267455 29.817701533436775 5.3075806945562389 6.7757236212492051 6.6529428213834754 9.484931677579878 120.71758641302586 5.5449611097574225 18.287500873208046 81.725895255804062 35.947128981351852 31.544250510632992 5.1775634512305242 79.631182730197906 27.060904398560524 86.931134074926376 159.7501246035099 28.627450004220009 796.77415821701288 5928.5468679815531 9.0193635448813421 2.6960756927728653 3.5844180658459663 4.4355895593762398 leaf_count=34 30 20 109 22 22 22 35 436 21 69 300 122 141 35 345 105 327 657 157 3236 20664 33 22 22 31 internal_value=0.000110533 -0.00698116 0.000124886 0.00158304 0.00961988 0.0151289 0.00785281 0.000901121 0.00413639 -0.00107467 0.00603269 0.00100507 -0.00761311 5.10729e-05 7.00431e-05 -0.000102497 -0.00572171 0.00105055 -0.00405255 0.00162812 5.39453e-06 -0.0103868 -0.0109152 -0.0179097 -0.0184792 internal_weight=7504 15.1562 7488.84 360.826 28.2212 22.9136 16.1379 332.604 126.108 206.496 111.544 156.665 49.8318 7128.01 7115.7 6050.92 113.992 1064.78 108.259 956.524 5936.93 14.5643 12.3092 6.2232 7.13167 internal_count=27017 76 26941 1332 101 79 57 1231 463 768 409 558 210 25609 25521 21126 432 4395 502 3893 20694 54 88 42 53 is_linear=0 shrinkage=0.03 Tree=383 num_leaves=31 num_cat=0 split_feature=0 9 12 9 7 9 10 4 9 8 11 13 5 12 5 9 13 3 9 2 8 4 4 9 12 6 5 13 4 4 split_gain=2.08726 3.52054 2.76152 5.23742 2.28924 4.08529 2.41002 2.5486 2.20607 4.60748 4.27469 4.71771 3.94038 2.6921 4.8015 2.51633 2.4356 3.82284 2.19952 1.98372 2.62115 2.00992 3.01662 1.90061 1.88965 1.57932 2.39873 1.79554 1.51782 0.453221 threshold=875.00000000000011 8.9000000000000021 2.3000000000000007 4.1000000000000005 1.7000000000000004 9.1000000000000014 -2.1666666666666656 1.5850000000000006 3.1000000000000005 3.5000000000000004 1.1666666666666672 3.9000000000000008 0.7150000000000003 0.90000000000000013 1.3750000000000007 3.3000000000000003 3.3000000000000007 1.7000000000000004 5.9000000000000012 2.9000000000000004 4.5000000000000009 1.8550000000000004 1.9400000000000006 4.9000000000000012 4.3000000000000016 3.1000000000000005 1.2650000000000006 5.7000000000000011 1.4650000000000005 2.6250000000000004 decision_type=2 2 2 2 2 2 2 2 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 8 6 7 -6 9 16 11 -11 -10 14 -14 -15 17 -1 23 21 -21 24 -23 -5 -4 27 -27 -8 -12 -22 right_child=1 -3 19 18 5 -7 25 -9 12 10 28 -13 13 15 -16 -17 -18 -19 -20 20 29 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0020317560914811855 -0.023084702789236997 0.023840101852423804 -0.0068442372836103249 0.021600474432188883 0.00096982704163882177 -0.026813090317736241 -0.000763552407854893 -0.020939171376504355 -0.018649792030125307 -0.0033461372100428619 -0.022132974486404475 0.024537424939092785 0.014695979876314656 0.0043709326000958794 -0.012550526137413663 0.00031209822632307055 0.016594043676490547 0.017523330414091522 0.034225291263352213 0.014033187746270631 -0.022168571901516883 0.014040891302691148 -0.0039143969928686836 -0.0054303429457948716 -0.025973968078216933 -0.0088596028733316894 0.012864376214333605 -0.014102565493291775 -0.0065376961573340511 -0.0065660197635551559 leaf_weight=42.415137842297554 4.0725820362567928 4.0787567496299735 45.210117176175117 4.575549051165579 8.4938173145055789 5.4686098098754874 1753.9660010486841 10.924883872270582 9.7229311391711217 231.50888867303729 14.442391872406008 5.5929922312498084 27.022059679031372 140.9976948723197 7.4192309975624076 5494.6715520173311 12.979404300451277 11.419602066278456 4.0515391156077376 2.3384295627474811 12.899340368807314 10.391798697412012 44.410720273852348 4.793879434466362 5.1798010393977156 6.253782361745837 17.035944044589996 9.1294318437576276 9.1910519003868085 1.9257059134542931 leaf_count=140 27 16 244 25 32 16 6551 63 44 884 49 18 84 499 21 17469 39 33 20 17 118 64 331 25 23 21 51 33 41 19 internal_value=-5.38022e-05 -0.00363374 -0.00443503 0.00671404 1.20985e-05 -0.000922773 -0.000844368 -0.0113561 0.000293969 -0.00209999 -0.00390114 -0.00268839 0.000432026 0.000464747 0.00882663 0.000413645 0.00492879 0.00211633 0.0157564 -0.00602904 -0.0154857 -0.00448606 -0.000509668 0.00777012 -0.00881067 -0.000730102 0.00703103 -0.000832623 -0.016068 -0.0201419 internal_weight=7962.58 143.928 139.849 17.4935 7818.66 1811.27 1805.8 19.4187 6007.38 327.549 260.735 237.102 5679.83 5670.11 34.4413 5635.67 66.8141 53.8347 13.421 122.356 17.1635 105.192 54.8025 9.36943 50.3899 1786.39 23.2897 1763.1 23.6334 14.825 internal_count=27017 929 913 97 26088 6767 6751 95 19321 1204 992 902 18117 18073 105 17968 212 173 70 816 154 662 395 50 267 6656 72 6584 90 137 is_linear=0 shrinkage=0.03 Tree=384 num_leaves=31 num_cat=0 split_feature=7 11 3 5 5 10 2 6 11 13 3 0 4 5 4 7 13 9 4 2 2 7 4 4 6 5 3 9 10 9 split_gain=1.95759 2.86753 3.5723 5.05178 4.01701 2.97764 2.54497 2.10406 2.06252 2.02343 1.94176 5.15491 2.95708 2.97596 5.88306 4.30126 2.54547 3.40942 2.09846 3.4424 3.1432 3.19963 4.62648 3.0253 2.79566 2.91881 2.87216 2.43989 1.47147 1.12012 threshold=0.3000000000000001 -0.83333333333333315 0.90000000000000013 2.1050000000000009 2.2350000000000008 0.83333333333333337 1.3 1.5000000000000002 0.50000000000000022 0.90000000000000013 0.3000000000000001 200.00000000000003 0.93000000000000027 1.0250000000000006 1.0650000000000006 2.3000000000000003 2.5000000000000004 4.3000000000000016 1.3750000000000007 0.3000000000000001 2.3000000000000003 2.7000000000000006 1.2150000000000005 1.3350000000000006 0.70000000000000007 1.4150000000000007 1.3 5.3000000000000016 -0.49999999999999994 4.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -5 9 -3 -6 -7 -4 11 16 -13 15 -15 -14 -2 -18 20 27 21 23 -23 -12 26 -26 -21 -20 -1 -30 right_child=10 2 3 4 7 8 -8 -9 -10 -11 18 12 13 14 -16 -17 17 -19 19 24 -22 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0032184469564793153 0.0031036467868629128 0.00055319333100432811 0.0091514376895963992 0.027268567029886809 0.0078234377232686766 -0.026464710171508511 0.023294284175856061 -0.016993234063509097 -0.0051668276054761915 -0.006404831281086096 -0.00047871042471633976 0.026706347429691971 -0.0045748422027694626 -0.017600028606298678 0.012252431266792868 0.017086679434217735 -0.0017600068650453777 -0.026203547116169845 -0.025018587847097113 0.0040782048927460362 0.011356700381206073 -0.00049896043695039157 0.013133180551381135 -0.0033003473128229077 0.0010041285790836083 -0.00059069058533628373 0.00029482603387797913 -0.0012547077221694793 -0.029806957563669651 -0.012680802291795813 leaf_weight=8.694058299064638 13.434607297182081 9.9088348746299761 8.7471516728401166 7.2673208117485073 9.5043268799781782 10.663284137845041 8.0085694193840009 4.5452029556035987 6.6409295946359626 53.868979781866074 3426.9529456868768 5.9841932654380789 41.683103859424591 6.595072776079177 59.939302340149879 10.285971425473688 10.523688316345217 10.030694603919981 8.1708144843578321 351.20526008307934 19.804215058684349 57.192907333374023 36.837655007839203 379.89769852161407 1847.7094929069281 2341.8659489229321 371.73515203595161 7.4192885756492606 5.3089626133441916 9.7478505671024305 leaf_count=30 37 29 28 26 38 33 22 26 21 184 10195 17 121 18 174 32 29 28 23 1107 57 156 100 1103 5260 6940 1103 23 18 39 internal_value=-4.31063e-05 -0.00352679 -0.0016295 -0.00381478 0.00916121 -0.00727582 0.0107178 -0.000205074 -0.0182911 -0.0042317 1.21644e-05 0.00330357 0.00613076 0.00509174 0.00929337 -0.000287489 -0.00705126 -0.0136886 -4.67827e-05 0.000365287 -0.000564734 -0.000625257 0.0048416 -0.000760291 0.000409954 0.000112665 0.0021328 -0.0137094 -0.0130452 -0.0187194 internal_weight=9150.17 142.905 119.155 101.237 21.3169 79.9203 17.9174 14.0495 17.3042 62.6161 9007.27 158.477 124.488 118.503 66.5344 51.9691 33.989 20.5544 8848.79 4928.11 3920.69 3900.88 94.0306 3806.85 4912.52 4189.58 722.94 15.5901 23.7509 15.0568 internal_count=27017 494 407 356 90 266 51 64 54 212 26523 456 362 345 192 153 94 57 26067 14456 11611 11554 256 11298 14410 12200 2210 46 87 57 is_linear=0 shrinkage=0.03 Tree=385 num_leaves=31 num_cat=0 split_feature=9 5 2 7 4 5 2 4 12 13 7 5 10 6 4 13 8 2 10 4 13 8 4 13 8 5 7 0 13 4 split_gain=0.831431 3.85301 3.11354 7.4031 4.50542 2.6571 2.3604 2.70818 5.55675 7.20959 3.29945 2.99365 2.67442 4.3329 3.06172 2.40935 1.99383 1.70703 4.50247 7.89906 4.82013 3.20063 4.05119 2.61926 7.65311 5.2684 4.79384 3.74418 3.71662 2.50129 threshold=5.3000000000000016 2.225000000000001 1.1000000000000003 0.70000000000000007 1.3650000000000009 2.2950000000000013 3.5000000000000004 2.265000000000001 3.1000000000000005 2.3000000000000007 2.1000000000000005 0.89000000000000024 1.8333333333333339 1.7000000000000004 2.2350000000000008 3.1000000000000005 6.1000000000000005 1.5000000000000002 0.50000000000000022 2.0650000000000008 1.7000000000000004 8.5000000000000018 2.1250000000000004 2.9000000000000008 3.9000000000000004 1.9750000000000003 1.5000000000000002 475.00000000000006 2.3000000000000007 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 17 3 -3 -4 -5 7 11 9 -9 15 -2 14 -14 -13 -10 -6 18 21 20 -20 22 -1 24 27 26 -25 -19 -26 -27 right_child=6 2 4 5 16 -7 -8 8 10 -11 -12 12 13 -15 -16 -17 -18 23 19 -21 -22 -23 -24 25 28 29 -28 -29 -30 -31 leaf_value=5.6681182003611341e-05 -0.012620176510196238 0.042940619383485451 -0.020569980654677113 0.020271610519641447 0.0022636625908788663 -0.0066897393017703709 -0.013520548589286075 0.04376090131223611 0.0015010734050049869 0.0028884424398244019 -0.023436283298063409 -0.00039015060980321175 0.0093345023300600745 -0.0096196464427597238 -0.016593330614911844 0.023245726539607606 0.020303389021581877 -0.0032890555178179391 0.011178456658960095 0.032269177453750145 0.0017247028942930175 0.014574502494273524 -0.016408888719328326 0.0051955232368712714 0.0015936208026119025 0.0045145473450617915 -0.0011758153651348863 -0.012653930134621358 -0.0026910799291048008 0.030706260698872303 leaf_weight=2314.4620879143476 17.884839877486229 6.8900447189807918 6.0961485505104092 5.7009865045547468 16.769512385129932 7.7782583385705948 12.069152802228926 7.0141010731458655 62.480937652289867 8.7040349468588811 4.4993727877736083 2785.481249935925 54.576749801635742 13.549352824687956 10.535318344831465 4.9493104368448249 8.2154120504856092 82.414579942822456 52.575004950165749 8.0898045599460584 632.32572717964649 13.567288950085638 13.527042776346205 147.03013964742422 410.00387600809336 5.6938847303390485 383.51006807386875 71.983454301953316 327.92758575826883 7.7454946488142014 leaf_count=7870 70 26 25 20 63 31 79 33 276 42 27 10056 199 47 46 22 30 292 173 29 2116 58 58 516 1654 20 1523 258 1331 27 internal_value=0.00010856 0.000364974 0.00852783 0.017644 0.00255344 0.00471344 -0.000280334 -0.000226524 0.00496846 0.0211275 0.00143738 -0.000384513 -0.000308108 0.00556478 -0.000451204 0.00309711 0.00819539 0.000271037 0.000674332 0.0027985 0.0024504 4.56787e-05 -3.89939e-05 -0.000581021 -0.00158129 0.00105979 0.000589892 -0.00765515 -0.000310447 0.0196096 internal_weight=7504.05 4522.31 51.4504 20.3693 31.0811 13.4792 2981.74 2969.68 87.6478 15.7181 71.9296 2882.03 2864.14 68.1261 2796.02 67.4302 24.9849 4470.86 3034.55 692.991 684.901 2341.56 2327.99 1436.31 892.329 543.98 530.54 154.398 737.931 13.4394 internal_count=27017 16120 195 77 118 51 10897 10818 400 75 325 10418 10348 246 10102 298 93 15925 10304 2318 2289 7986 7928 5621 3535 2086 2039 550 2985 47 is_linear=0 shrinkage=0.03 Tree=386 num_leaves=24 num_cat=0 split_feature=4 12 11 2 12 5 4 4 7 5 10 0 4 10 6 2 3 5 9 8 8 8 5 split_gain=2.0321 2.29022 2.03577 3.4307 3.33053 3.94953 2.78205 2.77082 2.60505 2.69363 3.28411 2.69259 2.21035 3.47173 2.54789 2.04334 1.64085 2.16538 0.789295 1.12753 0.856647 0.706332 0.00351499 threshold=2.7150000000000003 6.5000000000000009 -1.8333333333333328 1.9000000000000001 3.7000000000000006 1.7150000000000005 1.6750000000000003 1.195000000000001 0.3000000000000001 1.4550000000000007 0.33333333333333326 525.00000000000011 2.5850000000000013 1.1666666666666672 1.1000000000000003 1.7000000000000004 1.9000000000000001 2.0650000000000008 5.1000000000000005 7.9000000000000012 6.5000000000000009 5.3000000000000016 1.7000000000000004 decision_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 21 -6 7 -1 9 11 -11 -4 14 -14 -10 -8 18 -18 19 20 -2 -5 -20 right_child=16 -3 8 4 5 -7 15 -9 12 10 -12 -13 13 -15 -16 -17 17 -19 22 -21 -22 -23 -24 leaf_value=0.0086157989989267859 -0.011694913704926826 0.016096320391122181 0.0022117081619961788 -0.026628264436953927 0.017210162198487297 -0.0094431174081067888 0.0086360619663111877 -7.0684542200771954e-05 -0.0010496591362533475 0.0023000388075403739 0.012869989600411028 -0.014563192284319614 0.0015179681617558337 0.030517746569947678 0.00014496416265109537 0.027661851677558112 0.01486897017081412 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7932.95 7925.03 204.464 31.6548 21.2861 172.809 145.884 7720.57 156.01 115.555 40.4548 7564.56 17.395 7547.16 26.9258 28.3575 12.7111 15.6464 9.03328 5.39245 10.3687 6.61317 internal_count=27017 26825 26799 642 123 77 519 432 26157 466 335 131 25691 118 25573 87 192 55 137 83 44 46 54 is_linear=0 shrinkage=0.03 Tree=387 num_leaves=12 num_cat=0 split_feature=7 3 9 0 10 12 9 9 6 10 10 split_gain=1.87768 1.86751 1.86681 2.04168 2.31024 5.00285 3.28876 2.20142 2.75783 2.56193 1.61856 threshold=3.7000000000000006 1.0000000180025095e-35 10.500000000000002 725.00000000000011 -1.4999999999999996 3.7000000000000006 7.1000000000000005 6.3000000000000016 2.3000000000000003 -2.1666666666666656 0.33333333333333326 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 3 7 5 -5 -6 8 -3 -9 -1 right_child=-2 2 -4 4 6 -7 -8 9 -10 -11 -12 leaf_value=0.001819064492847809 0.015612950548250817 0.00022387765176684089 -0.015220526474223148 0.0046205681418326448 0.0017092368306150559 -0.012949090608645424 0.010410360285468066 0.01016377057798133 -0.0019400496736027948 -0.0013608180815492287 0.019519425658892021 leaf_weight=10.951617315411569 6.8899836093187323 6577.3036223948002 7.3172733038663855 30.566941812634468 384.15764471888542 27.898520216345787 43.524672538042068 17.569718182086945 576.52014230936766 1457.0724711716175 8.0797741562128049 leaf_count=33 21 18849 30 104 1295 87 132 54 1724 4662 26 internal_value=-4.22687e-05 -5.40688e-05 -7.36549e-05 -6.14949e-05 0.0018301 -0.00376331 0.00259474 -0.000168072 4.94887e-05 -0.00122351 0.00933375 internal_weight=9147.85 9140.96 9121.93 9114.61 486.148 58.4655 427.682 8628.47 7153.82 1474.64 19.0314 internal_count=27017 26996 26937 26907 1618 191 1427 25289 20573 4716 59 is_linear=0 shrinkage=0.03 Tree=388 num_leaves=18 num_cat=0 split_feature=11 11 4 10 8 7 4 2 9 4 5 2 0 4 11 4 4 split_gain=0.820486 0.894218 2.56406 4.36924 2.55859 3.58735 3.06187 2.34302 1.92184 2.5163 1.09864 1.05263 1.4092 1.10716 2.91568 1.24227 0.324524 threshold=3.1666666666666674 1.8333333333333337 2.015000000000001 0.50000000000000022 3.7000000000000006 1.7000000000000004 1.2850000000000008 2.5000000000000004 7.9000000000000012 1.7200000000000006 3.0650000000000008 3.9000000000000004 575.00000000000011 2.8450000000000011 0.33333333333333326 2.5450000000000008 1.5150000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 4 7 5 6 -3 -4 9 -6 11 13 -13 15 -15 -1 -2 right_child=16 2 3 -5 8 -7 -8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 leaf_value=7.3521803688661862e-05 -0.0031609232511961584 0.0042110005253274312 0.011009737250542112 -0.0054332078132716703 0.0014640889434949472 -0.011501631645160056 0.022186321968410031 0.033941433133130375 -0.017434750734685485 -0.0092419615552046634 0.010474286607188603 0.003816601669353408 -0.022175589884191164 0.020522840400103822 -0.0054921189184920158 -0.0051755660328156837 -0.013730086363427946 leaf_weight=7206.2174930945039 5.3917662352323514 22.200634717941284 10.254472866654401 9.5404463559389097 113.82261122763157 7.6505015939474097 13.848656207323073 6.5851441025733939 6.2258654534816733 23.908367350697517 9.1096025407314283 3.28021166473627 4.3893113061785698 8.0942185521125776 7.4425557702779761 40.807959541678429 5.0762070789933205 leaf_count=25833 23 75 32 36 392 27 43 21 23 87 38 21 39 34 32 239 22 internal_value=0.000106901 0.000118626 0.00202983 0.0107874 0.000798715 0.00715666 0.0111164 0.0199772 -0.00113131 -0.000394347 6.24302e-05 4.93842e-05 -0.0110589 6.11149e-05 0.00806094 4.39642e-05 -0.0082862 internal_weight=7503.85 7493.38 214.037 26.3801 187.657 43.6998 36.0493 16.8396 143.957 137.731 7279.34 7270.23 7.66952 7262.56 15.5368 7247.03 10.468 internal_count=27017 26972 736 89 647 145 118 53 502 479 26236 26198 60 26138 66 26072 45 is_linear=0 shrinkage=0.03 Tree=389 num_leaves=26 num_cat=0 split_feature=11 8 13 7 9 4 12 9 8 5 11 10 3 4 3 13 3 11 5 6 10 5 9 5 5 split_gain=2.08663 2.03639 3.92531 4.09799 3.85232 3.52557 5.15354 4.29816 3.43675 2.93641 3.51016 4.17623 2.62037 2.69222 2.47795 4.86529 3.25371 2.43412 2.44248 2.33162 2.20643 1.34219 2.53317 1.0723 1.0429 threshold=-3.4999999999999991 5.5000000000000009 5.1000000000000005 2.7000000000000006 4.3000000000000016 1.5250000000000006 1.9000000000000001 3.7000000000000006 4.3000000000000016 1.1750000000000005 -0.66666666666666619 1.0000000180025095e-35 3.9000000000000004 2.3150000000000008 2.3000000000000003 1.9000000000000001 1.3 2.1666666666666674 0.7150000000000003 2.7000000000000006 -2.1666666666666656 1.6050000000000004 5.3000000000000016 0.62500000000000033 2.7550000000000012 decision_type=2 2 2 2 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 17 -4 5 14 7 -7 -8 10 11 -6 13 -11 16 -16 -2 18 23 -12 -20 -19 -23 -3 -14 right_child=1 2 3 -5 9 6 8 -9 -10 12 19 -13 24 -15 15 -17 -18 21 20 -21 -22 22 -24 -25 -26 leaf_value=0.018705596045539303 0.00070792975498639571 -0.0046211808998805918 0.032151523770952296 0.00021141969136903753 -0.0015741625074762694 -0.0020751027380724301 -0.00053140119353799632 0.019277401002338927 -0.0068197230221753854 0.00093264787569931015 -0.0037374303770317373 0.0096932433718448334 0.0066172203227466506 0.012552356114755551 0.026184782677979863 0.0021450855343973642 -0.0023969051444724535 0.001499907644320867 -0.0079720357585503516 0.012823667131016396 -0.00060255137182073251 -0.026194230069695328 -0.0060950261353923483 -0.023911551561304471 0.023228893138669139 leaf_weight=5.333768129348754 780.46668098121881 4.7106591127812845 6.6143347620964033 7.9733574911952019 79.419805653393269 18.741011135280132 120.51492092758417 15.503210954368113 222.88345620036125 3481.5557130649686 298.29594991728663 47.201745681464672 7.5282666534185392 18.03879963606596 8.9348793327808362 49.85349477827549 497.34323365986347 8.9206644818186742 37.183691501617432 7.8524742126464835 2195.4493181593716 7.9309107325971153 19.567237198352814 5.7702878974378109 6.2048448920249939 leaf_count=17 2670 28 20 32 278 73 482 56 970 10607 1074 167 25 91 25 142 1555 34 171 25 8331 30 59 32 23 internal_value=-5.21999e-05 -6.47778e-05 -0.000818757 0.0146937 0.000240808 -0.000946626 -0.00350615 0.00759171 -0.00461285 0.000756646 -0.00157507 0.00262608 0.00104387 0.000992542 -0.000223456 0.00579873 -0.00050052 -0.000918027 -0.000793114 -0.00331265 -0.000725287 -0.00861167 -0.011892 -0.0152415 0.0141226 internal_weight=7959.79 7954.46 2294.12 14.5877 5660.34 1714.24 377.643 34.2442 343.398 3946.1 432.77 126.622 3513.33 3499.59 1336.6 58.7884 1277.81 2279.53 2243.11 306.148 2232.63 36.4188 27.4981 10.4809 13.7331 internal_count=27017 27000 8737 52 18263 5973 1581 129 1452 12290 1544 445 10746 10698 4392 167 4225 8685 8562 1099 8502 123 89 60 48 is_linear=0 shrinkage=0.03 Tree=390 num_leaves=23 num_cat=0 split_feature=13 6 11 10 5 11 3 0 10 5 6 5 3 7 9 13 0 4 8 4 5 13 split_gain=1.84633 1.91371 3.29137 3.32205 4.65125 4.07132 2.02951 3.97576 6.14682 4.45821 3.79656 4.44167 4.31142 3.56139 4.70566 3.59665 3.31228 3.89795 3.22851 3.1318 2.79809 1.19737 threshold=6.1000000000000005 3.1000000000000005 -0.83333333333333315 -1.0000000180025095e-35 1.5850000000000006 1.0000000180025095e-35 1.5000000000000002 200.00000000000003 -0.83333333333333315 1.9650000000000005 0.50000000000000011 1.4950000000000008 0.3000000000000001 1.9000000000000001 6.3000000000000016 4.9000000000000012 200.00000000000003 2.1250000000000004 3.5000000000000004 1.8300000000000005 2.3350000000000013 5.1000000000000005 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 6 -3 4 -4 -5 7 8 19 -10 11 -9 -12 16 15 -15 17 -8 -18 -1 -16 -7 right_child=-2 2 3 5 -6 21 13 10 9 -11 12 -13 -14 14 20 -17 18 -19 -20 -21 -22 -23 leaf_value=0.0044203801721274076 0.013563263852610254 0.010821140243520305 -0.028748676015863908 -0.015330913630292677 0.0015082415603004788 0.000287833097347849 0.0015236702156445259 0.0069985510085147102 -0.002383945978592678 0.010718877140815354 0.0061987106894616237 -0.002020778034272354 0.00036677756750910307 0.0038773123550869381 -0.0077953662084507165 -0.0092737112299521671 -0.0043062967490403508 -0.016335498677449437 -0.0010607328359691266 -0.0070390107250954967 0.01288221794333703 0.017102816917264053 leaf_weight=211.22306680679321 8.9685527086257917 9.204300217330454 12.93753392994404 11.573752313852312 7.0721475705504409 8.0442278832197172 506.27297207713127 170.76675790548325 1060.0955013036728 23.897625029087067 117.26553076505661 68.994861513376236 4209.444354891777 352.40730494260788 56.940371602773666 19.766126200556755 322.12173873186111 11.243361026048659 1920.0500686988235 23.8919937312603 6.5693940520286551 7.2431101799011222 leaf_count=582 25 28 39 36 25 26 1507 543 2949 70 337 207 12042 992 165 57 1116 32 6131 67 20 21 internal_value=-4.18251e-05 -5.51794e-05 -0.00558025 -0.00880109 -0.0180548 -0.00190771 -2.1062e-05 0.000309396 -0.00114134 -0.00209508 0.000728466 0.00440311 0.000524839 -0.000629736 0.00189093 0.00317886 -0.00102768 0.00113567 -0.00152701 0.0032559 -0.0056565 0.00825474 internal_weight=9145.99 9137.03 56.0751 46.8708 20.0097 26.8611 9080.95 5885.58 1319.11 1083.99 4566.47 239.762 4326.71 3195.37 435.683 372.173 2759.69 517.516 2242.17 235.115 63.5098 15.2873 internal_count=27017 26992 175 147 64 83 26817 16797 3668 3019 13129 750 12379 10020 1234 1049 8786 1539 7247 649 185 47 is_linear=0 shrinkage=0.03 Tree=391 num_leaves=25 num_cat=0 split_feature=6 4 10 5 8 8 7 0 4 7 5 5 9 2 7 11 5 5 6 11 8 6 5 5 split_gain=0.811532 1.36433 0.841093 2.07624 3.62863 3.93919 2.28775 3.25535 3.18785 3.77412 3.33708 3.01389 2.5906 1.5587 1.31122 4.78738 1.42529 3.59875 3.16066 1.33341 1.2933 1.06881 0.242363 0.239313 threshold=1.0000000180025095e-35 1.7000000000000004 1.5000000000000004 2.1550000000000011 5.3000000000000016 6.3000000000000016 1.1000000000000003 525.00000000000011 1.1450000000000007 1.5000000000000002 0.8450000000000002 1.3050000000000006 6.9000000000000012 3.7000000000000006 1.0000000180025095e-35 -0.83333333333333315 2.725000000000001 2.5050000000000012 0.70000000000000007 1.0000000180025095e-35 4.3000000000000016 0.70000000000000007 1.5550000000000008 1.4450000000000007 decision_type=2 2 2 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 6 20 -6 7 12 9 -8 -10 -9 -4 14 15 -2 17 -16 -18 -17 -5 -15 -3 -23 right_child=2 22 3 4 5 -7 8 11 10 -11 -12 -13 -14 21 16 19 18 -19 -20 -21 -22 23 -24 -25 leaf_value=0.00062031067430753299 0.015056322598773911 -0.010839787966514268 0.005854964340721496 -0.014010561140942105 0.034596186104927443 0.0045419642147006218 0.027734985974595214 -0.018950929704201726 0.019065913699844686 -0.0021485812124157114 -0.0026556306348358995 0.0015293491456578091 0.023219332333161726 -0.00031028479901263597 0.00011699448406332356 -0.025278879932193844 0.026547529146862585 -0.0073326912829481464 0.0024276227411701924 -0.0078912527327395249 0.0054778595991222517 -0.011245907722157441 -0.022913726576854657 -0.022691687898043409 leaf_weight=8.9353926479816419 6.2468092739582088 2.6077552139759055 68.823030158877373 5.2658908814191836 7.5340948924422255 8.1934997290372831 7.3572798222303373 8.2492672726511937 6.580002859234809 7.8746257722377777 195.19542138278484 29.931192718446255 8.7113332450389844 5.1307497173547727 6988.9988152161241 7.3743766397237769 5.5721617937088004 58.851896397769451 39.913338214159012 8.5967767611145955 7.3317292034626007 2.6503511182963848 3.5105374902486801 4.3301132693886757 leaf_count=34 22 20 238 22 25 28 23 35 26 25 741 114 29 35 24969 31 20 269 174 36 26 22 22 31 internal_value=0.000105424 -0.00685309 0.000119412 0.00153205 0.00932913 0.018939 0.000868272 0.00427492 -0.000948256 0.0122857 -0.00194728 -0.00289562 0.00780593 4.78553e-05 6.61581e-05 -0.00721044 8.89501e-05 5.47871e-05 0.00538241 -0.0159197 -0.00266843 -0.0107054 -0.0177675 -0.0183459 internal_weight=7503.77 15.0537 7488.71 361.047 28.3252 15.7276 332.722 115.715 217.007 15.2319 201.775 38.1805 77.5344 7127.67 7115.55 22.218 7093.34 7047.85 45.4855 15.9712 12.5976 12.1112 6.11829 6.98046 internal_count=27017 76 26941 1332 101 53 1231 416 815 48 767 149 267 25609 25521 89 25432 25238 194 67 48 88 42 53 is_linear=0 shrinkage=0.03 Tree=392 num_leaves=31 num_cat=0 split_feature=2 4 10 11 5 7 2 12 8 2 5 5 9 5 5 0 7 2 12 4 7 4 3 3 0 3 6 0 6 0 split_gain=1.98936 2.71245 2.72828 2.53423 2.47576 2.19498 2.94066 3.40036 3.11605 2.72304 2.41637 2.05452 4.50134 2.63093 1.96463 3.69141 1.96432 1.92567 2.621 2.60888 4.0332 3.29518 2.83863 2.79037 2.08982 1.75846 3.95295 3.13728 1.64442 1.17711 threshold=2.3000000000000003 1.3450000000000006 1.1666666666666672 -1.8333333333333328 2.8850000000000007 2.1000000000000005 0.50000000000000011 3.5000000000000004 2.5000000000000004 0.3000000000000001 2.1750000000000012 2.7950000000000004 8.9000000000000021 2.495000000000001 3.1200000000000006 475.00000000000006 2.5000000000000004 1.9000000000000001 3.7000000000000006 1.5850000000000006 1.5000000000000002 1.195000000000001 2.1000000000000005 1.3 525.00000000000011 1.1000000000000003 1.7000000000000004 725.00000000000011 1.5000000000000002 525.00000000000011 decision_type=2 2 2 2 2 2 2 2 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 29 11 17 5 6 7 -5 -8 28 -11 12 13 -3 15 -6 25 19 -19 21 23 22 -1 -21 -23 27 -27 -4 -7 -2 right_child=1 2 16 4 14 9 8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 24 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.012587312312128686 -0.026763016739726257 -0.0035631255378108955 -0.010720067139889133 0.002025062588671757 0.027720107700222409 -0.001539148766679402 0.0037013647085047657 0.022886407177778182 -0.00019059959776959249 -0.001160253729358039 -0.016164198614715786 -0.022059715803857235 0.022261521717415758 0.014106610322867981 -0.0014268729443808873 -0.0016315099657237691 0.020037744308815851 -0.018472644877812864 0.0050998380267586168 0.034631700185926914 -0.0035879612378942318 0.0013599592367211856 -0.0036930465581090457 0.012164641769553305 -0.0098848215423437621 0.0012474818360817931 0.021436063102487832 0.01442728116253251 -0.0217547511901219 -0.0069763669939932309 leaf_weight=37.638226240873337 5.3776205927133542 319.67597595974803 20.284384541213516 494.25428161025047 9.4521481394767779 5.8152939826250067 191.14603033661842 7.1335661560297003 5895.9729505367577 668.95674238353968 9.8019391149282438 4.9849800616502753 6.3993498533964148 7.7681669145822516 9.6026184856891614 6.5138016641139975 5.458381086587905 8.1166130378842372 8.9003056138753873 6.4140326827764538 11.886561803519724 62.462427169084549 12.956954345107077 22.178826160728931 19.524173468351364 68.686748929321766 9.9995025098323804 5.7250711135566226 9.5994278490543348 5.4464672952890396 leaf_count=105 21 1679 118 1457 29 20 565 22 19367 2540 30 16 21 24 30 21 32 36 30 22 42 187 38 66 60 302 35 47 32 23 internal_value=-5.13365e-05 -0.00196677 -0.001609 6.61201e-05 -2.28248e-05 -5.55421e-05 0.000113514 0.00232187 -6.83852e-05 -0.00166008 -0.00137693 -0.00294241 -0.00265695 -0.00314394 0.009296 0.0157452 0.00249248 0.00348593 -0.0061436 0.00443279 0.0110989 0.00239752 0.00841806 0.0172045 -0.00131786 0.00157774 0.00381306 -0.00518476 -0.0141283 -0.0168068 internal_weight=7958.13 459.807 448.983 7498.33 7308.25 7282.68 6588.51 501.388 6087.12 694.173 678.759 338.828 333.843 327.444 25.5686 15.9659 110.154 190.078 17.0169 173.061 40.4794 132.582 50.5952 28.5929 81.9866 104.696 78.6863 26.0095 15.4147 10.8241 internal_count=27017 2318 2274 24699 24113 24033 21411 1479 19932 2622 2570 1740 1724 1703 80 50 534 586 66 520 130 390 143 88 247 502 337 165 52 44 is_linear=0 shrinkage=0.03 Tree=393 num_leaves=28 num_cat=0 split_feature=7 11 3 5 5 10 2 6 11 13 7 6 0 12 4 10 10 11 5 10 7 5 4 10 12 10 9 split_gain=1.82218 2.74126 3.41321 4.90159 3.80464 2.85328 2.44104 2.04221 2.02288 1.9414 1.78818 1.77088 3.32971 3.54889 5.42298 2.2752 3.62353 2.37275 2.21352 4.06234 3.63506 2.53597 4.4408 2.23342 2.11525 1.43483 1.10393 threshold=0.3000000000000001 -0.83333333333333315 0.90000000000000013 2.1050000000000009 2.2350000000000008 0.83333333333333337 1.3 1.5000000000000002 0.50000000000000022 0.90000000000000013 3.7000000000000006 0.90000000000000013 525.00000000000011 1.5000000000000002 0.93000000000000027 1.0000000180025095e-35 -1.1666666666666663 -1.4999999999999996 1.9250000000000003 2.1666666666666674 0.50000000000000011 1.9100000000000006 1.7150000000000005 -0.49999999999999994 1.3000000000000003 -0.49999999999999994 4.9000000000000012 decision_type=2 2 2 2 2 2 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 6 5 -5 9 -3 -6 -7 -4 11 12 15 24 -15 16 -2 -17 21 20 -20 23 -23 -13 -14 -1 -27 right_child=10 2 3 4 7 8 -8 -9 -10 -11 -12 18 13 14 -16 17 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 leaf_value=-0.0030576465977207655 0.0030346514624489157 0.00055518255908361543 0.0089777635706266012 0.026602171046535141 0.0077748611369797133 -0.026099466071803468 0.022827227367679351 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426 29 28 26 38 33 22 26 21 184 21 5222 57 50 2097 75 1750 1464 242 33 2562 67 24 12392 41 18 39 internal_value=-4.12396e-05 -0.00340899 -0.00155542 -0.00369848 0.00908652 -0.00711889 0.0105108 -9.49429e-05 -0.0179499 -0.00413983 1.20159e-05 3.38196e-07 0.000784392 0.0024201 0.00194154 -0.000125942 -0.00118304 0.00137224 -0.000225658 -0.0017204 -0.00147975 -3.47722e-05 0.008721 -7.68739e-05 0.0116952 -0.0127597 -0.0184118 internal_weight=9143.87 142.345 118.796 100.879 21.2921 79.5867 17.917 13.9695 17.1683 62.4184 9001.53 8994.67 2012.53 719.579 684.273 1292.95 758.069 534.884 6982.14 790.678 780.899 6191.46 29.6288 6161.83 35.306 23.5488 14.88 internal_count=27017 494 407 356 90 266 51 64 54 212 26523 26502 5960 2245 2147 3715 2176 1539 20542 2837 2804 17705 91 17614 98 87 57 is_linear=0 shrinkage=0.03 Tree=394 num_leaves=31 num_cat=0 split_feature=9 5 2 7 4 5 2 4 10 6 8 2 8 4 0 5 8 8 0 0 8 3 3 6 5 8 9 5 4 8 split_gain=0.809383 3.67668 2.98978 6.92721 4.31818 2.51041 2.25647 2.58554 3.65883 4.9856 3.5732 4.481 5.7495 3.41639 3.17945 2.99419 2.92758 2.2885 2.06016 2.53864 1.83838 1.68331 3.07508 4.6692 3.30237 2.8328 6.75068 2.81795 2.54644 3.58354 threshold=5.3000000000000016 2.225000000000001 1.1000000000000003 0.70000000000000007 1.3650000000000009 2.2950000000000013 3.5000000000000004 2.0250000000000008 1.8333333333333339 1.7000000000000004 5.3000000000000016 1.9000000000000001 8.3000000000000025 2.055000000000001 575.00000000000011 0.89000000000000024 6.3000000000000016 4.7000000000000002 350.00000000000006 725.00000000000011 6.1000000000000005 2.3000000000000003 2.1000000000000005 2.3000000000000003 1.7500000000000007 3.5000000000000004 4.7000000000000002 1.8300000000000005 1.9100000000000006 5.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -4 -5 7 8 15 14 18 12 -12 -13 -10 -2 -17 -11 -9 -20 -6 22 -1 24 -24 26 27 -23 -27 -30 right_child=6 2 4 5 20 -7 -8 10 9 17 11 13 -14 -15 -16 16 -18 -19 19 -21 -22 25 23 -25 -26 28 -28 -29 29 -31 leaf_value=0.00024682756607615663 -0.013387787932578148 0.041373487720840194 -0.020381944095647964 0.019625070787018063 0.0022071949236907467 -0.0065351277825829038 -0.013329511874053342 -0.016885933956449304 0.016040714654917437 0.0036293853543656789 0.014365057713483122 0.017940583046921945 -0.0089221315762280685 -0.00038308505391150446 -0.0017935012357105414 -0.00019772845151304317 -0.0032091072757681662 -0.022319975188388453 0.0032580939415307974 -0.013939941461886292 0.019450448262745695 0.0040553358817485832 -0.00021593647721685646 0.023465501736865818 0.0098164636768955475 -0.0050560223838339085 0.023050825190806395 -0.018937023096558824 0.023410013583255691 -0.0020422420826176541 leaf_weight=4107.0555078834295 16.516493275761604 7.0216272771358517 6.012182459235194 5.7606023699045164 16.786547988653187 7.7337212562561035 11.877630352973936 9.7046839296817762 34.450540363788605 5.779360353946684 59.106148913502693 9.9699147045612317 11.378983683884142 112.40512632578611 12.176744714379309 2320.2663392052054 332.14134605228901 6.4975653290748596 28.299902856349945 10.624992474913595 8.3240489363670331 12.27644304931164 87.937836423516273 11.033690959215162 44.459093689918518 163.43235024809837 12.620491459965704 7.874766692519187 7.0340318679809597 17.03699354827404 leaf_count=14652 64 26 25 20 63 31 79 37 119 20 229 38 53 496 47 8248 1290 23 108 46 30 42 305 36 155 570 46 29 24 66 internal_value=0.000104062 0.000357035 0.00831621 0.0172071 0.00245536 0.00463242 -0.000279692 -0.000227491 -0.000490888 0.00690481 0.00274779 0.00458023 0.0106056 0.00110975 0.0113833 -0.000654113 -0.000574821 -0.0101043 -0.00451949 -0.00143631 0.00792326 0.000265104 0.000397622 0.00471554 0.00315296 -0.002292 0.00584569 -0.00492971 -0.0037143 0.00539541 internal_weight=7503.6 4522.4 51.6387 20.516 31.1228 13.4943 2981.2 2969.32 2727.83 58.9042 241.49 192.86 70.4851 122.375 46.6273 2668.92 2652.41 12.2769 48.6296 38.9249 25.1106 4470.76 4250.49 143.431 132.397 220.275 32.7717 20.1512 187.503 24.071 internal_count=27017 16120 195 77 118 51 10897 10818 9811 209 1007 816 282 534 166 9602 9538 43 191 154 93 15925 15148 496 460 777 117 71 660 90 is_linear=0 shrinkage=0.03 Tree=395 num_leaves=24 num_cat=0 split_feature=11 11 3 8 13 0 11 9 0 12 9 13 12 6 10 8 4 5 5 5 9 8 11 split_gain=1.9812 2.18755 2.37786 3.46507 3.40265 3.74142 3.45675 2.79083 2.69804 2.49319 4.83737 2.48339 4.61656 2.49081 2.1869 1.75165 2.13343 1.98401 4.48431 1.73171 1.83265 2.26892 1.48563 threshold=3.5000000000000009 2.1666666666666674 2.7000000000000006 6.7000000000000002 2.3000000000000007 350.00000000000006 -1.0000000180025095e-35 9.3000000000000025 875.00000000000011 2.3000000000000007 4.1000000000000005 0.90000000000000013 2.5000000000000004 0.70000000000000007 1.8333333333333339 5.5000000000000009 1.8050000000000004 1.4650000000000007 1.6250000000000002 1.6050000000000004 5.3000000000000016 6.1000000000000005 -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 left_child=1 2 8 7 6 -6 -5 14 11 10 -10 12 -1 -13 -4 16 17 -3 -19 -17 -21 -22 -11 right_child=-2 15 3 4 5 -7 -8 -9 9 22 -12 13 -14 -15 -16 19 -18 18 -20 20 21 -23 -24 leaf_value=0.020782943466426899 0.017398408586345979 0.0089896045276965861 0.0034497827921092451 0.0017478298601957313 -0.013083702447908033 0.014344348367865823 -0.022406047202778261 -0.014577262511133553 -0.022999779883183538 -0.0097500305827031702 0.014534497417664927 -0.0018215961935245408 -0.00011498591327754487 9.4789141670588634e-05 0.018355135039514921 0.0014728154740266607 0.013268098326080469 -0.022238170582178717 -0.0016274661053086127 -0.025930851706460204 -0.018549864241483225 0.0033316676964299085 -0.0029222188904434567 leaf_weight=14.707439601421354 5.8519711941480628 10.21736305952072 300.85444352030754 8.4431526809930819 7.3146229684352901 11.533753007650374 14.474432125687597 7.5453206151723853 3.9820158556103733 51.297756254673004 13.799212276935576 672.35139835625887 26.941477470099926 6625.1292386874557 9.1278326511383039 8.9235583916306478 7.6873658597469321 11.503175809979437 54.574221476912498 7.8471455648541477 9.2203369140625018 7.9353903383016577 65.050412029027939 leaf_count=46 18 33 876 27 24 34 45 23 27 352 71 2738 93 21803 27 34 27 36 156 30 27 25 445 internal_value=-5.07456e-05 -6.35892e-05 -2.53358e-06 0.00238139 -0.0057419 0.00370015 -0.0135074 0.00344989 -0.000117146 -0.00433363 0.00612889 -4.0086e-05 0.00726468 -8.17765e-05 0.00388869 -0.00411945 -0.00179539 -0.00331317 -0.00521551 -0.00987249 -0.0139216 -0.00842855 -0.00593259 internal_weight=7956.31 7950.46 7832.55 359.294 41.766 18.8484 22.9176 317.528 7473.26 134.129 17.7812 7339.13 41.6489 7297.48 309.982 117.909 83.9821 76.2948 66.0774 33.9264 25.0029 17.1557 116.348 internal_count=27017 26999 26631 1056 130 58 72 926 25575 895 98 24680 139 24541 903 368 252 225 192 116 82 52 797 is_linear=0 shrinkage=0.03 Tree=396 num_leaves=21 num_cat=0 split_feature=13 6 11 10 5 11 7 11 3 5 10 2 3 2 10 10 12 13 3 10 split_gain=1.76128 1.8378 3.16906 3.2201 4.53269 3.9242 1.91594 2.57624 3.3835 4.87374 3.10004 2.33616 1.79696 4.07839 2.38408 1.80019 2.47908 1.14216 0.67337 0.513085 threshold=6.1000000000000005 3.1000000000000005 -0.83333333333333315 -1.0000000180025095e-35 1.5850000000000006 1.0000000180025095e-35 0.3000000000000001 -0.83333333333333315 0.90000000000000013 2.1050000000000009 -0.83333333333333315 1.3 2.7000000000000006 0.50000000000000011 1.8333333333333339 -3.1666666666666661 5.700000000000002 5.1000000000000005 1.9000000000000001 -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 left_child=1 6 -3 4 -4 -5 7 10 11 -10 -1 -9 15 19 -15 -8 -17 -7 -12 -14 right_child=-2 2 3 5 -6 17 12 8 9 -11 18 -13 13 14 -16 16 -18 -19 -20 -21 leaf_value=0.0073746668904934917 0.013254753175992343 0.010591062032994482 -0.028425546021101894 -0.01509550902906596 0.0014897083711463981 0.00029363129703737466 -0.013040748501100227 0.00058633329631112231 -0.007268144628833564 0.0088932612861377693 -0.014384088079176179 0.02237660589457862 -0.011943766411635163 -0.0010262612632211327 -0.016241714170996537 0.00010314585456555583 0.011768055896119975 0.016700236025532143 -0.026626007194709738 -0.02473776752839503 leaf_weight=5.3951981663703945 8.958938926458357 9.2288350164890272 12.824012726545336 11.515743330121042 7.0723302885889998 8.0420074462890607 9.3566238433122617 9.905071437358858 78.88772152364254 21.335685022175312 11.888844981789591 8.0082436203956586 4.6973136961460114 256.88105615973473 9.6150598376989347 8631.4963087514043 16.428406447172165 7.2721038162708274 6.128375142812728 7.062984533607958 leaf_count=18 25 28 39 36 25 26 28 29 264 90 40 22 23 1004 36 25147 53 21 29 34 internal_value=-4.04231e-05 -5.34649e-05 -0.00547367 -0.0086466 -0.0177919 -0.00186467 -2.00524e-05 -0.003483 -0.00168126 -0.00382768 -0.0125744 0.0103278 3.48046e-05 -0.0023382 -0.00157523 0.000111076 0.000125306 0.00808452 -0.0185481 -0.0196276 internal_weight=9142 9133.04 55.955 46.7262 19.8963 26.8299 9077.09 141.549 118.137 100.223 23.4124 17.9133 8935.54 278.256 266.496 8657.28 8647.92 15.3141 18.0172 11.7603 internal_count=27017 26992 175 147 64 83 26817 492 405 354 87 51 26325 1097 1040 25228 25200 47 69 57 is_linear=0 shrinkage=0.03 Tree=397 num_leaves=31 num_cat=0 split_feature=9 13 5 7 10 4 4 4 5 11 0 5 5 9 2 9 7 5 12 5 0 3 12 13 5 5 10 5 12 9 split_gain=0.800384 3.90742 3.48786 2.64391 2.09147 2.74914 3.73408 3.00493 2.34846 4.22285 3.68395 1.74853 3.83184 6.47914 4.89763 2.05399 2.52138 1.66869 5.11149 3.83073 3.62338 3.23464 3.74757 3.04692 3.30093 2.82436 5.05764 2.02302 3.47999 4.21535 threshold=3.7000000000000006 1.1000000000000003 1.1550000000000007 0.70000000000000007 0.50000000000000022 2.015000000000001 1.195000000000001 2.2350000000000008 1.0850000000000006 -1.0000000180025095e-35 200.00000000000003 1.4750000000000008 1.3450000000000006 3.3000000000000003 1.3 3.5000000000000004 0.50000000000000011 0.97000000000000031 1.1000000000000003 0.93000000000000027 525.00000000000011 0.50000000000000011 1.9000000000000001 4.5000000000000009 0.81000000000000016 0.98000000000000043 0.83333333333333337 1.4150000000000007 1.3000000000000003 7.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 11 8 6 -6 -7 9 -5 -10 12 14 -14 -3 16 -13 18 20 23 -2 -21 -23 24 -20 26 -19 -27 29 -29 right_child=17 3 -4 4 5 7 -8 -9 10 -11 -12 15 13 -15 -16 -17 -18 25 19 21 -22 22 -24 -25 -26 27 -28 28 -30 -31 leaf_value=0.031374247286370553 -0.020564295883810715 0.0014143163108390252 0.0039133727942310473 0.0020929260878419535 0.0078394925786150899 0.02206013376454434 0.00024486600579311571 0.002209895579166525 0.0071983773460267166 -0.0053142394864767921 0.00035486138300269921 0.0070179751680578464 -0.0074738219742718406 0.026469969421056054 -0.014341016818896329 -0.023941476143664708 -0.014534691138621797 -0.016802335078585997 0.0069665344171188767 0.022807671958261496 0.0051751667218039232 0.017923049435825227 0.00026789571234416991 0.018094929209004677 -0.0024448927726532454 -0.00083647807348059225 0.013216179023786962 0.0046905372252417669 0.00020814969067274093 0.029936872456718982 leaf_weight=6.9469170123338726 14.114386454224588 44.598292663693428 10.386258244514464 124.71018404513597 78.707931220531464 13.72192804515362 224.33925211429596 13.732068903744219 82.363999083638191 155.81878626346588 503.9776198938489 8.5160214602947271 9.9074224382638949 10.346207201480864 29.504666194319725 7.2992327213287345 11.457905754446983 21.25767678022385 47.751521170139313 13.861678227782248 7.557882457971572 16.510387629270554 31.398327112197876 9.2151303589344007 112.70046352595091 2132.6574730090797 6.6259019672870627 49.250286176800728 3697.4772280789912 6.7704796642065039 leaf_count=23 50 142 36 462 257 57 790 74 277 574 1769 28 32 34 110 24 39 78 185 50 28 56 120 32 422 7729 23 166 13327 23 internal_value=0.000102558 0.000768174 0.0149193 0.000582211 0.00101029 0.00304089 0.00221736 0.0121313 0.000236114 -0.00202136 0.00131618 -0.003632 -0.00169817 0.00986576 -0.00485879 -0.0103225 -0.00534556 -4.16714e-05 0.00234369 0.00364828 -0.011588 0.010045 0.00635225 0.00131946 0.000356007 -0.00014376 -0.00966911 -9.86374e-05 0.000320588 0.00774172 internal_weight=7503.48 1336.33 17.3332 1319 1197.37 330.501 303.047 27.454 866.871 280.529 586.342 121.63 94.3566 20.2536 74.103 27.2732 19.9739 6167.15 253.11 231.438 21.6723 61.7704 47.9087 169.667 160.452 5914.04 27.8836 5886.16 3753.5 56.0208 internal_count=27017 4728 59 4669 4260 1178 1047 131 3082 1036 2046 409 318 66 252 91 67 22289 943 865 78 226 176 639 607 21346 101 21245 13516 189 is_linear=0 shrinkage=0.03 Tree=398 num_leaves=19 num_cat=0 split_feature=4 12 4 10 13 6 11 8 8 8 13 3 3 8 13 11 5 0 split_gain=1.92915 2.19461 1.92386 3.34075 4.0141 2.0704 5.39367 4.33335 2.8043 3.43496 2.68647 1.61043 2.09511 0.840224 0.788935 0.527711 0.00272183 0.000838822 threshold=2.7150000000000003 6.5000000000000009 2.5850000000000013 1.1666666666666672 2.1000000000000005 0.70000000000000007 -0.83333333333333315 5.1000000000000005 10.100000000000001 9.3000000000000025 0.90000000000000013 1.9000000000000001 2.5000000000000004 8.1000000000000014 3.1000000000000005 0.50000000000000022 1.7000000000000004 725.00000000000011 decision_type=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 6 7 -1 9 -7 -8 14 -13 -6 15 16 17 -2 right_child=11 -3 3 -5 13 8 10 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 leaf_value=0.0088178410209072706 -0.021956284370919975 0.015771588494033546 0.020257904964557875 0.02930335519343619 -0.022486551417405309 0.00011027397377415354 0.0048388582859723002 -0.0019867378860151373 0.019212574162818422 -0.015571045382491371 -0.0031474307176801732 0.010029632503882767 -0.014846346910981913 -0.00063281155756762374 0.00048166697719140083 -0.0092523097564948687 -0.02294552665781412 -0.021217759924960309 leaf_weight=73.981372959911823 4.0006482154130953 7.9100204706192008 5.4570467099547404 5.4801636785268775 4.239300861954689 7095.163676597178 40.415989883244038 60.916149239987135 6.9032654389739028 12.594168242067097 610.97715410962701 7.5728513449430448 5.0987131148576736 2.5273510813713074 2.647864591330289 4.5016839429736129 2.1320618912577629 2.1163710281252861 leaf_count=254 38 26 38 31 34 23388 137 269 29 55 2547 35 20 17 23 35 14 27 internal_value=-5.02845e-05 -2.24826e-05 -3.82595e-05 0.00984016 0.00111437 -6.03943e-05 -0.00152121 0.00393878 0.00010105 8.24884e-05 -0.00265192 -0.00790109 2.01753e-05 -0.0143242 -0.0144195 -0.017514 -0.0220225 -0.0217008 internal_weight=7954.64 7926.57 7918.66 17.7039 12.2237 7900.95 786.291 134.898 7114.66 7107.76 651.393 28.0702 12.6716 6.76665 15.3986 12.7508 8.24908 6.11702 internal_count=27017 26825 26799 120 89 26679 3207 523 23472 23443 2684 192 55 51 137 114 79 65 is_linear=0 shrinkage=0.03 Tree=399 num_leaves=19 num_cat=0 split_feature=3 9 0 10 12 5 9 10 5 9 9 6 9 10 10 11 9 9 split_gain=1.75025 1.81355 1.88455 2.19115 4.65982 4.46823 3.15671 4.58962 2.76706 2.14027 2.04978 2.44257 3.2512 2.42737 2.13976 2.04981 1.80276 1.59981 threshold=1.0000000180025095e-35 10.500000000000002 725.00000000000011 -1.4999999999999996 3.7000000000000006 1.5850000000000006 7.1000000000000005 -0.66666666666666663 1.4350000000000007 2.3000000000000003 6.3000000000000016 2.3000000000000003 4.9000000000000012 -2.1666666666666656 -1.4999999999999996 1.0000000180025095e-35 6.7000000000000002 4.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 10 4 8 -6 9 -8 -4 -5 11 14 -13 15 -2 -12 -15 -1 right_child=1 -3 3 6 5 -7 7 -9 -10 -11 13 12 -14 16 -16 -17 -18 -19 leaf_value=0.0017588486462426691 0.0025065195954886996 -0.015043042779481968 0.01228186531024591 -0.016210498971163563 -0.026863589819374718 -0.0025371233295553774 0.03016842622841702 0.005422653645519253 -0.0059996090773440699 0.0019321954931311785 0.00020692960908215977 -0.00012025800287721856 -0.0048113715320979517 -0.002878242095148763 9.6638504315335049e-05 0.020720570485574581 -0.00059463141522550186 0.019459228239285517 leaf_weight=11.13196185231209 350.24448689818382 7.2634367495775214 17.4244918525219 5.9441404789686194 11.48769271373749 16.6369698792696 8.3552636653184873 35.012793749570847 13.018720492720602 377.6481554210186 9.2681084275245684 368.90014256536961 207.89718586206436 450.7820960059762 6229.5404760912061 8.3191151767969114 1004.2473625689745 7.826790213584899 leaf_count=34 999 30 65 20 38 50 26 106 39 1276 28 1072 655 1401 17866 26 3261 25 internal_value=-3.9611e-05 -5.8536e-05 -4.6595e-05 0.00177198 -0.00366946 -0.0124734 0.00251841 0.0101902 0.00446398 0.00165106 -0.000148919 6.08215e-05 -0.00181109 -0.00116821 0.000224917 0.0099103 -0.00130212 0.00906614 internal_weight=9140.95 9121.99 9114.73 485.528 58.5679 28.1247 426.96 43.3681 30.4432 383.592 8629.2 7156.58 576.797 1472.62 6579.78 17.5872 1455.03 18.9588 internal_count=27017 26958 26928 1620 192 88 1428 132 104 1296 25308 20592 1727 4716 18865 54 4662 59 is_linear=0 shrinkage=0.03 Tree=400 num_leaves=17 num_cat=0 split_feature=8 8 7 11 8 4 3 10 5 0 10 12 9 9 8 9 split_gain=0.795017 1.34272 1.30123 1.40668 0.999735 2.09327 2.60332 4.57517 3.87277 1.86596 5.07143 2.19573 1.34939 3.01914 1.09835 0.495031 threshold=1.1000000000000003 1.7000000000000004 1.1000000000000003 -1.0000000180025095e-35 2.5000000000000004 1.0750000000000008 0.90000000000000013 -1.0000000180025095e-35 1.4350000000000007 525.00000000000011 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.7000000000000004 3.9000000000000004 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 2 -2 -4 5 9 7 -7 -8 11 -11 -3 -6 -14 -15 -1 right_child=1 4 3 -5 12 6 8 -9 -10 10 -12 -13 13 14 -16 -17 leaf_value=-0.0012391737482840297 -0.0037120638502802315 -0.0057597032199639617 0.0017091399267728945 0.020668996208467207 -0.014781397995433033 0.019792420391712334 -0.018889243323419094 -0.0092496208294720311 -0.0033111002688754488 -0.0015181339958484008 0.026435139723597716 0.006251080792501907 0.015926422004949349 0.00080582387632875435 -6.9692704614415029e-05 -0.014347736771280163 leaf_weight=4.8930770605802518 6.2326077073812511 41.285974219441414 6.0820792913436899 8.3662959039211238 5.4474974349141112 9.0019091069698352 21.349476799368858 10.666948199272154 43.886934727430344 17.595556721091274 8.7440747469663602 20.500923484563828 10.908044025301932 1674.6690471470356 5608.5445194169879 5.5151966214179993 leaf_count=20 21 141 21 26 23 32 82 40 173 63 29 72 33 5665 20553 23 internal_value=0.000100286 0.000111795 0.00774539 0.0126878 9.06685e-05 -0.00216312 -0.00552481 0.00404214 -0.00840925 0.00107569 0.00776163 -0.00177452 0.000144093 0.00015524 0.00013162 -0.00818522 internal_weight=7503.69 7493.28 20.681 14.4484 7472.6 173.032 84.9053 19.6689 65.2364 88.1265 26.3396 61.7869 7299.57 7294.12 7283.21 10.4083 internal_count=27017 26974 68 47 26906 632 327 72 255 305 92 213 26274 26251 26218 43 is_linear=0 shrinkage=0.03 Tree=401 num_leaves=26 num_cat=0 split_feature=11 11 3 8 13 0 11 9 2 11 11 10 5 12 13 11 9 9 2 7 5 5 0 12 0 split_gain=1.89245 2.1142 2.22021 3.32856 3.27346 3.60313 3.35286 2.68095 2.59939 3.12599 2.63444 2.47934 2.28762 2.10553 1.8667 1.84419 1.71822 3.59139 3.187 2.50895 2.45289 2.08586 4.35581 0.997396 0.969754 threshold=3.5000000000000009 2.1666666666666674 2.7000000000000006 6.7000000000000002 2.3000000000000007 350.00000000000006 -1.0000000180025095e-35 9.3000000000000025 2.9000000000000004 0.83333333333333337 -2.8333333333333326 1.0000000180025095e-35 2.8950000000000009 5.700000000000002 2.3000000000000007 0.50000000000000022 5.1000000000000005 6.9000000000000012 1.5000000000000002 0.50000000000000011 1.5750000000000008 1.4750000000000008 475.00000000000006 4.3000000000000016 350.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 7 6 -6 -5 13 10 15 11 -1 -12 -4 -11 -10 21 19 -19 -18 -21 22 -3 24 -23 right_child=-2 16 3 4 5 -7 -8 -9 9 14 12 -13 -14 -15 -16 -17 17 18 -20 20 -22 23 -24 -25 -26 leaf_value=0.019832088049906039 0.017053795025076934 0.022901621807412856 0.0030981371880240702 0.0017127356641118165 -0.012909580535117921 0.014040478245509696 -0.022099579168483863 -0.014306442724085345 -0.0058775216673356192 0.013747599820777749 -9.1467654802772399e-05 -0.0027631378921425215 0.017477413579349746 0.012745760690286915 -0.0030151087882302899 -0.018715667946251503 0.020104766028598745 -0.023637488054375259 -0.00084889934217242046 -0.016250269662333613 0.0041020980138206913 -0.022405746364941116 -0.013739296286111025 -0.0029108976322635219 -0.0106505463233545 leaf_weight=11.499657221138479 5.8185067027807227 5.2805309891700727 287.82305330038071 8.4401400238275546 7.2894444912672069 11.5222200602293 14.403712272644041 7.555534914135932 64.265133503824472 10.827376350760462 7345.5858168303967 7.0501777082681647 6.6762536466121665 21.9090276658535 13.352316468954085 11.941558212041853 7.1630749553441992 9.8385556340217608 12.592212766408919 6.3639940321445456 32.787600919604301 9.4329012632370013 6.5319381281733513 8.6587729603052122 19.114838998764753 leaf_count=35 18 19 834 27 24 34 45 23 428 59 24857 21 20 69 74 81 21 28 37 20 100 29 25 27 62 internal_value=-4.90884e-05 -6.16091e-05 -1.6037e-06 0.0023031 -0.00566999 0.00359744 -0.0133016 0.00334986 -0.00011233 -0.00490726 -4.70258e-05 0.0112444 -7.55142e-05 0.00378057 0.00449103 -0.00788925 -0.00405136 -0.000991411 -0.0108444 0.00378051 0.000793871 -0.00834271 0.0026403 -0.0118296 -0.0145348 internal_weight=7953.72 7947.91 7830.14 358.943 41.6555 18.8117 22.8439 317.288 7471.2 100.386 7370.81 18.5498 7352.26 309.732 24.1797 76.2067 117.764 68.7454 22.4308 46.3147 39.1516 49.019 11.8125 37.2065 28.5477 internal_count=27017 26999 26631 1056 130 58 72 926 25575 642 24933 56 24877 903 133 509 368 206 65 141 120 162 44 118 91 is_linear=0 shrinkage=0.03 Tree=402 num_leaves=23 num_cat=0 split_feature=7 5 0 5 2 10 11 12 4 4 3 7 5 10 11 8 0 2 13 4 11 4 split_gain=1.72415 1.73168 2.3417 2.30656 4.69303 3.02338 2.16985 2.2811 3.00022 2.51903 2.12388 1.92622 2.569 3.25576 2.83113 1.83509 2.0783 1.75037 1.7219 2.31576 1.53738 1.40449 threshold=3.7000000000000006 0.76500000000000024 350.00000000000006 0.79500000000000004 1.3 1.0000000180025095e-35 0.50000000000000022 1.9000000000000001 1.4550000000000007 1.1650000000000007 0.90000000000000013 0.3000000000000001 2.1050000000000009 0.83333333333333337 -0.66666666666666663 10.100000000000001 875.00000000000011 0.90000000000000013 3.3000000000000007 1.4850000000000005 1.0000000180025095e-35 2.3450000000000011 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 10 4 17 -6 7 9 -9 -4 18 12 13 -5 -14 16 -13 -3 19 -1 -12 -17 right_child=-2 3 6 11 5 -7 -8 8 -10 -11 20 15 14 -15 -16 21 -18 -19 -20 -21 -22 -23 leaf_value=0.0140254594602599 0.015031792914364224 -0.0080219032434221751 -0.0096108783587646185 -0.0029879546631562562 0.018032913299441403 -0.006730904425722624 0.020045889701055541 0.024931120908765796 0.0034934570538714266 0.0063051321655437139 -0.0017009888807424391 -7.3121424344711273e-05 -0.014491807913733291 -0.015740447585247379 0.010035999289574561 -0.0021848613455746533 0.0026830590487018705 -0.02438712168030276 -0.0073328360278201981 -0.0059731049630784121 -0.01913097348158271 -0.021696459015467642 leaf_weight=15.957522422075273 6.8268504291772834 12.123180061578752 14.374604612588881 92.397998660802841 8.0645719766616839 9.864566430449484 9.8419709801673871 9.7633877992630023 14.754402726888655 23.71434423327446 10.060828894376757 8558.8044172674417 5.3336086645722416 22.382574126124382 20.567522518336773 7.2556741833686811 253.51993383467197 11.425628691911696 10.033596992492674 7.7382978498935691 8.3213151395320875 6.1215803027153015 leaf_count=44 21 33 39 309 26 28 31 28 50 67 28 25108 26 70 86 22 874 31 28 23 24 21 internal_value=-3.90052e-05 -5.02713e-05 0.00346277 -9.88494e-05 -0.00715703 0.00440792 0.00695135 0.00489285 0.0120303 0.000298499 -0.00138727 -6.61987e-05 -0.00354894 -0.00547473 0.00498519 -1.06838e-05 6.17056e-06 -0.0159621 0.00308381 0.00749457 -0.00959128 -0.0111136 internal_weight=9139.25 9132.42 124.56 9007.86 41.4779 17.9291 72.4487 62.6067 24.5178 38.0889 52.1116 8966.38 140.682 114.781 25.9011 8825.7 8812.32 23.5488 33.7294 23.6958 18.3821 13.3773 internal_count=27017 26996 362 26634 118 54 215 184 78 106 147 26516 491 379 112 26025 25982 64 95 67 52 43 is_linear=0 shrinkage=0.03 Tree=403 num_leaves=31 num_cat=0 split_feature=9 5 2 7 4 5 2 4 12 6 11 7 10 5 5 7 4 8 3 3 6 4 8 9 5 4 6 8 13 11 split_gain=0.783172 3.53615 2.82326 6.47921 4.18035 2.38813 2.16561 2.55368 5.25974 6.81719 5.17142 3.17922 2.814 4.04644 3.48265 2.37613 2.30281 1.72889 1.61599 2.93493 4.39679 3.28619 2.72212 6.43793 2.73459 2.43134 3.41948 3.41203 2.25366 3.5839 threshold=5.3000000000000016 2.225000000000001 1.1000000000000003 0.70000000000000007 1.3650000000000009 2.2950000000000013 3.5000000000000004 2.265000000000001 3.1000000000000005 0.70000000000000007 -0.33333333333333331 2.1000000000000005 2.5000000000000004 1.7250000000000003 0.89000000000000024 1.7000000000000004 2.2350000000000008 6.1000000000000005 2.3000000000000003 2.1000000000000005 2.3000000000000003 1.8900000000000006 3.5000000000000004 4.7000000000000002 1.8300000000000005 1.9100000000000006 1.3 5.3000000000000016 4.7000000000000011 1.1666666666666672 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -4 -5 7 12 9 -9 -11 15 14 -14 -2 -10 -16 -6 19 28 21 -21 23 24 -20 26 -24 -27 -1 -30 right_child=6 2 4 5 17 -7 -8 8 11 10 -12 -13 13 -15 16 -17 -18 -19 22 20 -22 -23 25 -25 -26 27 -28 -29 29 -31 leaf_value=0.00011887078192555237 -0.013831181078161061 0.039821478300892457 -0.020216057108526236 0.019028564373294924 0.0022095663805097418 -0.0064375289880802102 -0.013144766902132338 0.050188335623814376 0.00083259060036218848 -0.017701733617342636 0.024126700632690568 -0.023343079765443413 -0.00077609337785755639 0.031662225341180905 -0.00031319265950539724 0.017794230026862014 -0.014121038988010691 0.018882599479554556 0.0039487360258536929 0.0051409106947704871 0.022691349209678777 -0.0077365604652775933 5.6231395246429828e-05 0.022389279530072709 -0.018757276961005841 0.022697958701632045 -0.0087248649657979752 -0.0020486022286475784 0.0058327321414840243 -0.01403949109274333 leaf_weight=3989.9889103993773 17.393013343214989 7.1543873995542553 5.9357300251722362 5.8162487894296628 16.781625539064411 7.704080268740654 11.728348199278114 4.823449194431304 59.084182888269424 4.4201377853751174 6.6809823513030997 4.4029620960354796 8.1791628003120405 5.9997410476207724 2838.5785941705108 8.5029608458280546 10.91228039562702 8.3985735177993757 12.302042588591577 111.37232539057732 11.152621969580649 21.23567621409893 69.810321927070618 12.750909015536307 7.8006292134523383 7.1071259379386929 93.192262187600136 17.030367851257324 108.51672381162643 8.8326183110475522 leaf_count=14241 69 26 25 20 63 31 79 24 256 22 29 27 31 20 10250 42 48 30 42 376 36 84 242 46 29 24 328 66 381 30 internal_value=9.85847e-05 0.000347394 0.00814139 0.0167343 0.00243187 0.00451761 -0.000278956 -0.000228132 0.00480858 0.0204104 0.00747185 0.00135738 -0.000381826 0.01295 -0.000447762 0.00296649 -0.000366071 0.00777067 0.000257113 0.000386857 0.00460023 0.00307873 -0.00225003 0.00571453 -0.00486209 -0.00364826 -0.00496412 0.00523786 0.000239385 0.004337 internal_weight=7503.59 4522.88 51.7906 20.6747 31.1159 13.5203 2980.71 2968.98 87.9147 15.9246 11.1011 71.9901 2881.06 14.1789 2866.88 67.5871 2849.49 25.1802 4471.09 4251.1 143.761 132.608 219.994 32.8536 20.1027 187.14 163.003 24.1375 4107.34 117.349 internal_count=27017 16120 195 77 118 51 10897 10818 400 75 51 325 10418 51 10367 298 10298 93 15925 15148 496 460 777 117 71 660 570 90 14652 411 is_linear=0 shrinkage=0.03 Tree=404 num_leaves=31 num_cat=0 split_feature=5 0 12 13 6 7 2 13 8 10 2 4 6 11 0 9 8 5 7 3 6 3 8 9 4 5 9 9 11 9 split_gain=1.87743 3.41454 4.39647 3.309 5.0356 6.41641 3.2793 3.01923 4.40877 3.52608 3.42624 2.72337 2.21804 4.26651 4.43847 4.22052 3.98878 3.83237 3.16633 3.04218 2.92493 2.89632 2.70861 2.40759 3.8694 2.69798 2.3763 2.97032 2.93119 2.03757 threshold=0.99000000000000021 475.00000000000006 0.90000000000000013 4.7000000000000011 1.9000000000000001 1.5000000000000002 1.7000000000000004 3.5000000000000004 5.3000000000000016 -1.4999999999999996 0.90000000000000013 1.2550000000000006 2.7000000000000006 -1.0000000180025095e-35 350.00000000000006 2.9000000000000004 3.9000000000000004 1.8450000000000004 1.3 0.70000000000000007 2.9000000000000004 1.0000000180025095e-35 5.5000000000000009 4.3000000000000016 1.8850000000000005 1.1750000000000005 3.1000000000000005 3.9000000000000004 -0.33333333333333331 6.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 11 -6 7 9 -9 -1 -11 -4 21 17 16 -16 -15 19 -17 -14 -18 -2 23 24 -23 -25 28 -28 -24 -19 right_child=12 2 3 -5 5 -7 -8 8 -10 10 -12 -13 13 14 15 18 20 29 -20 -21 -22 22 26 25 -26 -27 27 -29 -30 -31 leaf_value=-0.01715408092825272 -0.018144147474682931 0.013575573421692607 -0.011765660571016285 -0.02260603841608954 -0.0071831648733715146 0.015502312515408572 -0.0074395340063412793 -0.0088583479288827788 0.010438264090445595 -0.00099669978737121465 0.0076413621265150637 -0.0039708504833109214 0.011431525332149294 0.0035163278299467559 0.02589295970519628 -0.0055786007630425289 0.0094382418079927213 0.023579091540440023 0.0063178189146887581 -0.006813479936531067 0.029852696987627884 -0.00036045229717553519 -0.014599498122070412 -0.0019482618249162772 -0.0083282458832601505 0.0010180291677068963 0.0023859375240387428 -0.0011234090075761002 -0.0022085881861689128 0.0017619633184642344 leaf_weight=7.0651892945170394 7.9249196574091902 11.5800893753767 65.487294942140579 9.6065781116485578 22.1129340082407 22.781742215156555 40.807884715497494 44.186133101582527 14.042688086628912 65.455653429031372 112.10671673715115 105.05315988138318 9.3480994403362256 18.637302190065384 6.4423397630453101 38.391324892640114 10.55135425925255 7.0752855688333502 42.344885766506195 68.464349493384361 15.738405987620352 1325.7130023241043 24.481413133442402 300.36074449494481 57.22186017781496 3397.6345537900925 247.04996124282479 1788.5339543670416 57.629511389881372 8.4585199356079084 leaf_count=29 38 40 246 39 77 85 210 158 55 226 428 544 29 54 20 110 31 20 127 203 47 4415 112 1065 315 10416 1042 6548 264 24 internal_value=-4.8195e-05 -0.00179036 -0.00445134 -0.00537896 -0.00461077 0.00432855 0.000429328 0.00175156 -0.0042047 0.00363007 0.00445707 -0.00696405 7.37672e-05 0.00300392 0.00647303 0.00252549 0.014133 -0.00190565 0.000660886 -0.00462159 0.0216594 -1.79005e-05 2.05457e-06 0.000377745 -0.000690137 0.000777099 -0.00089933 -0.000697495 -0.00590294 0.0116992 internal_weight=7952.29 520.286 236.622 225.042 215.435 44.8947 283.664 242.856 58.2288 184.628 177.562 170.54 7432 225.452 132.106 87.1786 44.9271 93.3463 80.7362 77.8124 26.2898 7206.55 7198.63 5080.93 1382.93 3698 2117.69 2035.58 82.1109 15.5338 internal_count=27017 2137 1031 991 952 162 1106 896 213 683 654 790 24880 665 389 257 132 276 237 232 78 24215 24177 16211 4730 11481 7966 7590 376 44 is_linear=0 shrinkage=0.03 Tree=405 num_leaves=28 num_cat=0 split_feature=13 8 7 10 0 6 8 13 4 5 11 8 12 2 8 0 3 5 5 9 11 5 9 9 11 11 4 split_gain=1.71247 1.71441 3.8126 3.77383 3.54468 3.03621 3.11168 5.61899 2.72943 2.64651 6.43335 2.44085 3.54433 2.39895 3.25048 2.71478 2.64125 2.26536 3.89923 4.7884 4.61594 3.47948 2.68286 2.22767 2.17436 2.04477 0.264969 threshold=6.1000000000000005 4.7000000000000002 0.90000000000000013 2.1666666666666674 200.00000000000003 0.70000000000000007 7.1000000000000005 1.1000000000000003 2.4350000000000009 1.2650000000000006 -0.33333333333333309 6.7000000000000002 5.3000000000000016 0.3000000000000001 5.1000000000000005 475.00000000000006 1.0000000180025095e-35 0.99000000000000021 0.92500000000000027 4.5000000000000009 -0.83333333333333315 1.0050000000000006 2.9000000000000004 8.9000000000000021 -1.8333333333333328 0.33333333333333326 1.0650000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 17 -5 6 8 -8 -3 -6 -11 24 -13 14 26 -16 -15 18 20 -20 -1 25 -23 -18 -7 -19 -4 right_child=-2 2 13 4 9 11 7 -9 -10 10 -12 12 -14 16 15 -17 23 21 19 -21 -22 22 -24 -25 -26 -27 -28 leaf_value=-0.011099609774999502 0.013077231849557718 0.0051226001389045915 0.011586125171986811 -0.027966124108408003 -0.020985158372796828 -0.011716955944048837 -0.019793404547474035 0.0055134846847661361 -0.015039332885818678 0.023513391170533349 -0.012833366176829283 0.00030273881671280322 0.020616561668712851 0.01754533798948258 -0.0013084315297694517 -0.016771703088874653 0.00089534520661788608 -0.0058749744938410946 0.0095930988073742954 -0.0024229432646745049 0.0011309713272782177 -0.0044481246908413012 -0.00040287817259472189 -0.0078164621831149639 -0.0023380090744511616 -0.025015974561286531 0.0031363086181263504 leaf_weight=32.161591723561287 8.9506212472915632 140.00488033890724 6.7207658290863019 7.9857344925403586 6.8773106336593655 22.929462864995003 14.595081105828287 17.204156324267387 6.3155546039342871 7.0066913664341017 11.703319802880284 186.11111077666283 8.0652403682470304 8.5308888256549817 18.952578708529472 22.172328293323517 3725.7213037386537 14.577338472008707 94.732646495103836 43.577837258577347 203.48397324979305 153.8829056173563 3587.5098976790905 26.605203628540039 747.17767636477947 7.6635861694812766 6.6396276950836182 leaf_count=89 25 416 20 23 20 82 44 54 20 21 34 560 24 29 55 67 10789 42 261 119 561 433 10780 85 2323 21 20 internal_value=-3.85315e-05 -5.13911e-05 0.000325708 -0.000499602 -0.0105172 -0.00119465 0.00240387 -0.00610177 0.00425236 -0.00507139 0.000778091 -0.00185936 0.00114649 0.000780939 -0.00546889 -0.00964539 0.000871484 -0.000418318 0.00180863 0.00580717 -0.000538294 -0.000639588 -0.000569259 0.000833576 -0.00261726 -0.0124704 0.00738687 internal_weight=9137.86 9128.91 4957.75 4171.16 33.5731 1142.4 178.12 31.7992 146.32 25.5873 18.71 964.283 194.176 3815.34 54.4853 41.1249 3760.86 4137.59 373.956 138.31 235.646 3763.63 3741.39 3752.33 770.107 22.2409 13.3604 internal_count=27017 26992 14588 12404 98 3523 534 98 436 75 55 2989 584 11065 162 122 10903 12306 1030 380 650 11276 11213 10874 2405 63 40 is_linear=0 shrinkage=0.03 Tree=406 num_leaves=18 num_cat=0 split_feature=6 8 9 4 7 13 2 5 5 7 11 11 2 9 8 12 4 split_gain=0.783052 1.35707 1.30391 0.847075 1.72472 3.05027 1.70725 1.54464 1.23939 1.14721 5.03509 1.153 1.12478 7.38235 1.39227 0.702798 0.00189045 threshold=1.0000000180025095e-35 5.7000000000000002 4.5000000000000009 2.8450000000000011 1.5000000000000002 2.1000000000000005 3.7000000000000006 1.4450000000000007 1.6500000000000004 1.0000000180025095e-35 -0.66666666666666663 1.0000000180025095e-35 2.9000000000000004 7.5000000000000009 0.50000000000000011 5.3000000000000016 2.475000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 5 -5 9 15 -6 10 -2 -12 14 -14 -11 -8 -9 right_child=3 -3 -4 4 8 -7 7 16 -10 12 11 -13 13 -15 -16 -17 -18 leaf_value=-0.025598423998800718 0.012871874340605664 0.0061028400628264558 -0.0037359081501394747 0.011338941987978676 0.0039340238589954312 -0.019738539949562636 -0.010837715146320294 -0.02292252535996555 0.02610869569488028 -0.014916723038983047 -0.025341490489208772 -0.0091562304138519436 0.0052846231556015278 -0.025006972696612249 9.8793333820044985e-05 0.011169009094240947 -0.021838023787785408 leaf_weight=4.2946815788745862 8.1283804625272769 4.9460225254297248 5.7323006317019463 6.9002009034156817 4.196208141744135 4.8335172086954117 2.6193229854106885 2.7331207431852818 4.9379943162202835 5.5618010312318793 6.9119412153959301 9.279133275151251 102.35455701500177 7.7921525835990897 7316.7007013037801 2.6049461141228676 3.0731792375445366 leaf_count=19 29 29 28 28 22 22 23 18 18 23 29 39 489 34 26121 18 28 internal_value=9.70835e-05 -0.00675667 -0.0130999 0.000110787 0.00614661 -0.00146293 9.39206e-05 -0.0116998 0.0159218 0.000111367 -0.00639378 -0.0160657 0.000132652 0.00314169 8.73879e-05 0.000135366 -0.0223485 internal_weight=7503.6 14.973 10.027 7488.63 20.8679 11.7337 7467.76 11.0306 9.1342 7456.73 24.3195 16.1911 7432.41 110.147 7322.26 5.22427 5.8063 internal_count=27017 76 47 26941 90 50 26851 87 40 26764 97 68 26667 523 26144 41 46 is_linear=0 shrinkage=0.03 Tree=407 num_leaves=31 num_cat=0 split_feature=3 10 5 8 2 8 8 2 4 10 2 8 13 5 13 4 4 7 9 10 0 4 8 11 7 10 8 5 10 5 split_gain=1.83367 3.30129 3.6373 5.54326 4.93424 5.01433 4.00029 4.32476 3.18372 6.05712 4.00943 2.74209 4.74165 3.90972 4.78788 3.44032 3.81563 3.70266 3.36377 3.93006 4.02276 3.92255 3.62248 5.62109 3.4172 3.40997 3.2484 5.20101 3.06148 3.65193 threshold=0.90000000000000013 0.50000000000000022 1.4950000000000008 5.7000000000000002 0.70000000000000007 3.5000000000000004 7.9000000000000012 1.7000000000000004 1.6750000000000003 -0.66666666666666663 2.1000000000000005 2.5000000000000004 3.7000000000000006 1.7400000000000007 1.5000000000000002 1.0250000000000006 1.1450000000000007 1.1000000000000003 4.3000000000000016 0.50000000000000022 725.00000000000011 1.9500000000000004 4.5000000000000009 -1.8333333333333328 0.70000000000000007 0.33333333333333326 8.3000000000000025 1.5050000000000006 2.1666666666666674 1.3750000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 -4 8 -8 10 -10 -1 12 13 14 -2 17 -17 -15 21 20 24 28 23 -21 -20 -22 -23 -28 -13 -30 right_child=11 -3 3 -5 -6 -7 7 -9 9 -11 -12 18 -14 15 -16 16 -18 -19 19 22 25 26 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0016630299916178066 0.0337630325626182 0.0012885096263862258 -0.029487285498421705 -0.013636688628085068 0.00025310338636175516 -0.0049297750479918917 0.018334076884516624 -0.011625851121852913 0.0094144657685853277 -0.0025242683357988272 -0.016978933803603193 -0.00082288441482054702 -0.0053800743502492943 0.0012073745309534476 0.0078998917880058646 0.017734730494815911 -0.0033683003834554435 -0.025655183045319874 0.0034337574859314556 0.020603005565563447 -0.0028787345947624389 -0.0083984648341756292 -0.0022301685935142064 0.00058646876059290467 0.00080594157459772304 -0.021308704397077508 0.025880069116573205 -0.023330096772852089 0.034071876627459981 -5.8928549791752634e-05 leaf_weight=878.45561423897743 6.9333372116088858 455.70833531394601 10.763739854097365 53.227824293076992 127.8964623734355 24.552848398685455 18.16123100370169 5.696486707776784 68.236349761486053 87.02318174764514 15.657139867544172 1492.9158168062568 40.201374292373657 10.366029039025308 90.910899862647057 13.266261339187624 18.415164440870285 8.3284112811088544 539.75986240804195 12.994293615221975 103.51553961634636 94.116475712507963 750.33542251959443 446.1695981323719 2546.8605907410383 9.8994020260870439 6.1755612269043905 2.8136110901832581 4.9763891994953138 6.5155432522296906 leaf_count=3057 20 1767 31 200 407 72 73 52 359 445 75 5126 120 30 272 37 52 23 1565 37 557 600 2573 1339 7965 56 47 17 20 23 internal_value=-4.73384e-05 -0.000906386 -0.00168196 -0.00522967 -0.00248793 -0.0124144 -0.000966482 0.0111806 -0.00124265 0.00272279 -0.00193123 0.000194281 0.00375798 0.00623648 0.00973258 -0.000553945 0.00546837 -0.0107599 8.26853e-05 0.000510961 0.00106158 -0.00109211 -0.000945836 0.00115293 0.00126547 -0.00448739 -0.0067528 0.0104773 -0.000704148 0.0147208 internal_weight=7950.85 1745.38 1289.67 216.441 163.213 35.3166 1073.23 23.8577 1049.37 155.26 894.113 6205.47 188.421 148.22 97.8442 50.3759 31.6814 18.6944 6017.05 4409.53 3200.04 1607.51 1209.5 459.164 3086.62 113.415 103.106 8.98917 1504.41 11.4919 internal_count=27017 6538 4771 710 510 103 4061 125 3936 804 3132 20479 554 434 292 142 89 53 19925 14092 10143 5833 3949 1376 9530 613 664 64 5169 43 is_linear=0 shrinkage=0.03 Tree=408 num_leaves=31 num_cat=0 split_feature=2 4 2 3 4 4 9 8 13 5 8 7 2 5 5 11 9 3 13 10 5 7 8 9 13 9 4 3 8 9 split_gain=1.67309 2.86888 5.72322 4.02586 4.85073 4.60023 4.54553 4.24937 3.67504 3.27974 4.67349 4.67353 4.24395 3.31468 3.22607 2.8086 4.94109 4.90939 3.21793 5.35533 3.26737 2.76047 3.914 6.06217 5.37066 4.56557 5.42101 6.95598 4.16856 3.45793 threshold=0.90000000000000013 1.2550000000000006 0.3000000000000001 2.5000000000000004 1.3250000000000008 1.3650000000000009 2.5000000000000004 2.9000000000000004 2.7000000000000006 1.0150000000000008 3.5000000000000004 0.90000000000000013 0.70000000000000007 0.8650000000000001 0.97000000000000031 1.1666666666666672 3.1000000000000005 1.1000000000000003 4.1000000000000005 0.83333333333333337 1.2050000000000007 1.9000000000000001 3.9000000000000004 3.3000000000000003 4.1000000000000005 4.1000000000000005 1.5250000000000006 0.70000000000000007 3.5000000000000004 6.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 7 -7 -4 -6 10 13 12 -12 -1 -13 18 -17 -18 19 -11 -20 -2 23 -23 -25 26 27 -24 -26 -27 right_child=21 2 3 4 8 6 -8 -9 -10 15 11 14 -14 -15 -16 16 17 -19 20 -21 -22 22 25 24 28 29 -28 -29 -30 -31 leaf_value=-0.015459631790058073 -8.2777752206722579e-05 -0.014421330415593871 0.01249377441452324 0.028260931688150845 0.010186774495488394 -0.018267062156864015 6.9661943208989614e-05 -0.005588066317293386 -0.011512668861034291 0.00010765827688181269 -0.023405452312188404 0.0069651683505050381 0.0063985129203256181 0.0022456991089086537 0.020300020870676123 0.020776896797713763 0.011259560538047057 -0.0078137137199691103 -0.013927266217436585 0.009773160091902388 -0.0018187888319366728 0.0074721839884145805 0.0075108950425231708 -0.0069137560010797761 0.0072770132686917621 0.004973324809298736 0.0030150276681815413 -0.0082895212858337345 -0.009143397625312728 -0.00087870425762273793 leaf_weight=15.605359971523283 5560.1371031776071 32.307744204998016 12.16767045855522 8.2740631848573667 19.469858348369602 12.44772759079933 539.49292089045048 302.52655301988125 10.988985329866408 959.67616165429354 7.8997617661952981 80.144503057003021 9.4362685084342957 24.389927744865417 20.506103783845901 6.6274738311767569 13.588194102048872 114.40369498729706 26.727209001779556 54.522843405604362 80.364066824316978 53.405136004090309 32.240379393100739 154.75678798556328 53.364039659500122 508.28577545285225 179.94598483294249 112.85069900751114 18.821933478116989 110.65985976159573 leaf_count=43 16476 100 36 35 78 34 1537 879 41 2933 22 218 26 68 56 19 39 383 75 165 242 147 89 424 149 1467 558 306 53 319 internal_value=-3.78289e-05 -0.000727403 -0.00201411 -0.00157137 0.00789136 -0.00199429 -0.00034388 -0.00488893 0.00235802 0.000125927 0.00419981 0.00720399 -0.00718269 -0.00466257 0.00968195 -0.00038653 -0.00448095 -0.00578881 0.000105036 0.000627271 -0.00484075 0.000201185 0.00149076 -0.00162178 -0.00376181 0.00241514 -0.000463892 -0.00477854 0.00299552 0.00392705 internal_weight=9136.03 2351.57 937.676 905.368 38.7329 866.635 551.941 314.694 30.4588 1413.89 157.982 117.987 17.336 39.9953 100.651 1255.91 134.619 127.992 1121.29 1014.2 107.091 6784.47 1224.33 280.348 226.943 943.983 325.037 145.091 72.186 618.946 internal_count=27017 7029 2740 2640 154 2486 1571 915 119 4289 433 322 48 111 274 3856 441 422 3415 3098 317 19988 3512 773 626 2739 953 395 202 1786 is_linear=0 shrinkage=0.03 Tree=409 num_leaves=27 num_cat=0 split_feature=5 9 0 4 10 3 5 5 12 9 2 3 4 8 5 8 5 11 12 5 10 4 5 11 4 8 split_gain=0.787138 3.57864 1.73412 2.49804 1.79722 1.68697 2.54382 3.26706 2.24891 2.00927 1.76102 1.28764 2.4461 3.58223 2.70603 2.63121 1.69293 2.44949 5.21563 2.4038 2.33924 1.75523 1.73553 1.13048 1.11104 0.119491 threshold=2.8250000000000006 9.3000000000000025 475.00000000000006 1.7650000000000006 0.50000000000000022 3.3000000000000003 2.1650000000000009 2.3850000000000011 5.9000000000000012 6.1000000000000005 1.1000000000000003 3.1000000000000005 1.6900000000000006 5.9000000000000012 1.8550000000000004 6.3000000000000016 2.5050000000000012 0.83333333333333337 3.9000000000000008 2.475000000000001 1.0000000180025095e-35 2.0050000000000012 2.4450000000000007 1.0000000180025095e-35 1.4850000000000005 4.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 4 -4 24 11 23 9 10 -8 -9 16 13 14 -13 -14 19 21 -19 22 -21 -18 -1 -7 -2 -25 right_child=1 -3 3 -5 -6 6 7 8 -10 -11 -12 12 15 -15 -16 -17 17 18 -20 20 -22 -23 -24 25 -26 -27 leaf_value=0.00012050286939657115 -0.0036082385255176491 0.028282577953978916 -0.0037208368637414737 0.022582745801542736 0.008640256379065115 -0.0053309278605191248 0.022495055114522964 -0.0017430719140367125 0.010912990154998112 -0.00025780103287144644 -0.01913342439365227 0.013658337910260648 0.030216239667658781 0.022519388420394765 -0.00973692381074703 0.0025548344028501185 -0.0067442707860961952 0.019964719480239451 -0.012137583737257141 0.0010547363167797718 0.025065004185590409 -0.025510703252138903 -0.011020721817569523 -0.025165334790439066 -0.024631435838569516 -0.018469590889448894 leaf_weight=7287.8608046174049 4.2836586385965401 4.9371029436588278 7.1446430534124357 5.9602518677711487 4.4055707007646552 6.2075224369764319 6.6807716786861402 9.2760946080088669 4.9308931902050963 7.3208345770835876 12.046748608350752 5.8310360014438691 6.2629627138376218 5.5335616469383231 18.781373217701912 6.1183853149414062 34.918661698698997 9.223627984523775 8.9986558333039266 7.8281829208135587 6.8453968018293381 5.1466288715600959 12.605509258806704 4.7163201570510846 4.7948768138885498 4.8813826888799667 leaf_count=26097 21 20 33 21 19 28 25 46 22 33 59 20 23 21 75 23 158 39 38 32 24 22 54 20 22 22 internal_value=9.58573e-05 0.00482625 0.00047083 0.00824232 -0.00708211 7.58987e-05 -0.00510864 -0.00110437 -0.00734576 0.0105986 -0.0115681 0.000115091 0.00532026 0.000709278 -0.00419425 0.016547 8.50694e-05 -0.00500741 0.00411174 0.000125647 0.0122558 -0.00915493 0.000101266 -0.0153074 -0.0147118 -0.0217599 internal_weight=7503.54 31.5261 26.589 13.1049 13.4841 7472.02 56.0606 40.2553 26.2537 14.0016 21.3228 7415.95 42.5273 30.146 24.6124 12.3813 7373.43 58.2876 18.2223 7315.14 14.6736 40.0653 7300.47 15.8052 9.07854 9.5977 internal_count=27017 136 116 54 62 26881 255 185 127 58 105 26626 162 116 95 46 26464 257 77 26207 56 180 26151 70 43 42 is_linear=0 shrinkage=0.03 Tree=410 num_leaves=24 num_cat=0 split_feature=11 11 3 8 13 0 11 10 9 2 11 11 10 5 11 13 8 4 5 5 5 9 8 split_gain=1.81969 2.05321 2.09903 3.14071 3.14125 3.46379 3.25392 2.67778 3.29069 2.45698 3.02406 2.5158 2.38865 2.19615 1.80935 1.77008 1.68488 2.03069 1.88404 4.30132 1.70708 1.76103 2.2035 threshold=3.5000000000000009 2.1666666666666674 2.7000000000000006 6.7000000000000002 2.3000000000000007 350.00000000000006 -1.0000000180025095e-35 1.8333333333333339 9.3000000000000025 2.9000000000000004 0.83333333333333337 -2.8333333333333326 1.0000000180025095e-35 2.8950000000000009 0.50000000000000022 2.3000000000000007 5.5000000000000009 1.8050000000000004 1.4650000000000007 1.6250000000000002 1.6050000000000004 5.3000000000000016 6.1000000000000005 decision_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 9 7 6 -6 -5 8 -4 11 14 12 -1 -13 -11 -12 17 18 -3 -20 -18 -22 -23 right_child=-2 16 3 4 5 -7 -8 -9 -10 10 15 13 -14 -15 -16 -17 20 -19 19 -21 21 22 -24 leaf_value=0.019427634181671299 0.016771046232000233 0.0087602821294417901 0.0032548082139177898 0.0017845367694630221 -0.012668814793168217 0.013793858082739413 -0.021721468595200171 0.018963116818680445 -0.017265438984101534 -0.0057482221575446421 0.01340350064263178 -8.789815171392131e-05 -0.0027598677948424458 0.017170185711369673 -0.018561667832149749 -0.0029016599539061359 0.0016252724986129783 0.012949371324570288 -0.021843847884796472 -0.0015625000257170633 -0.025582007864139864 -0.018315569046620097 0.0032763550457904403 leaf_weight=11.489457309246065 5.7859160006046286 10.252384677529333 300.30368855595589 8.416445657610895 7.2571965754032162 11.515648767352102 14.314925312995909 9.4791172295808774 7.2020566910505286 63.846679482609034 10.906433403491976 7342.1093551404774 7.0444125682115546 6.6422116160392752 11.742303591221569 13.298797026276587 8.8890287801623327 7.715147227048873 11.375641047954558 54.50235353410244 7.7266707830131081 9.1947477161884326 7.9158883243799201 leaf_count=35 18 33 876 27 24 34 45 28 22 428 59 24857 21 20 81 74 34 27 36 156 30 27 25 internal_value=-4.7008e-05 -5.92586e-05 -1.38405e-07 0.00224225 -0.00551791 0.00356393 -0.0130182 0.00325832 0.00277421 -0.000107794 -0.0047835 -4.44585e-05 0.0109945 -7.22993e-05 -0.00773872 0.00444515 -0.00399429 -0.00171658 -0.00320285 -0.00506463 -0.0096568 -0.0136945 -0.0083265 internal_weight=7948.93 7943.14 7825.57 358.489 41.5042 18.7728 22.7314 316.985 307.506 7467.08 99.7942 7367.29 18.5339 7348.75 75.589 24.2052 117.572 83.8455 76.1304 65.878 33.7263 24.8373 17.1106 internal_count=27017 26999 26631 1056 130 58 72 926 898 25575 642 24933 56 24877 509 133 368 252 225 192 116 82 52 is_linear=0 shrinkage=0.03 Tree=411 num_leaves=22 num_cat=0 split_feature=7 5 5 2 10 0 11 7 12 3 7 5 10 11 8 3 4 2 4 11 4 split_gain=1.63775 1.63612 2.23515 4.50552 2.90234 2.2314 2.10834 2.22466 2.54895 2.03777 1.81467 2.48528 3.16504 2.70486 1.76253 1.96035 1.68567 1.6812 1.61062 1.48545 1.32323 threshold=3.7000000000000006 0.76500000000000024 0.79500000000000004 1.3 1.0000000180025095e-35 350.00000000000006 0.50000000000000022 2.3000000000000003 2.1000000000000005 0.90000000000000013 0.3000000000000001 2.1050000000000009 0.83333333333333337 -0.66666666666666663 10.100000000000001 3.7000000000000006 1.0350000000000008 0.90000000000000013 1.2150000000000005 1.0000000180025095e-35 2.3450000000000011 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 17 -5 9 7 8 -7 16 11 12 -4 -13 15 -12 -1 -3 -18 -11 -16 right_child=-2 2 10 4 -6 6 -8 -9 -10 19 14 13 -14 -15 20 -17 18 -19 -20 -21 -22 leaf_value=0.016262921348801203 0.014693269076600027 -0.0078904330629971497 -0.0028943754270049069 0.01770675253742314 -0.0065903058958599794 0.0028602247615431261 0.019737074784917836 -0.0096789009528839044 0.0172727617849553 -0.0016444432673064122 3.1070205325884318e-05 -0.014242799326190608 -0.015495774472797581 0.0098401271552291825 -0.0021933816671049909 -0.008476618193949903 -0.011979108410438978 -0.023935747753250979 0.0042771457755395063 -0.018784118927076935 -0.021091481275004754 leaf_weight=6.8816170096397391 6.7881262302398673 12.112392455339434 92.223648875951767 8.0181319266557711 9.8729649484157544 38.67311803996563 9.7770687788724882 8.3286403417587263 15.458353191614149 10.05390450358391 8783.7809359952807 5.2685420215129879 22.27016307413578 20.642688877880573 7.2632554322481138 24.443346448242664 7.6877722144126919 11.416685402393339 19.145659551024437 8.314333111047743 6.1649461835622787 leaf_count=19 21 33 309 26 28 108 31 26 50 28 25857 26 70 86 22 125 21 31 55 24 21 internal_value=-3.6935e-05 -4.78895e-05 -9.50863e-05 -0.00704801 0.00429874 0.00337018 0.00678295 0.0047552 0.00697602 -0.00136319 -6.29518e-05 -0.00344671 -0.00534547 0.00494334 -9.09603e-06 7.46086e-06 0.00301679 -0.0156759 -0.000380267 -0.00940267 -0.0108696 internal_weight=9134.59 9127.8 9003.48 41.4202 17.8911 124.32 72.2372 62.4601 54.1315 52.0833 8962.06 140.405 114.494 25.9112 8821.65 8808.22 33.715 23.5291 26.8334 18.3682 13.4282 internal_count=27017 26996 26634 118 54 362 215 184 158 147 26516 491 379 112 26025 25982 95 64 76 52 43 is_linear=0 shrinkage=0.03 Tree=412 num_leaves=23 num_cat=0 split_feature=5 6 5 10 11 3 0 9 9 5 10 8 4 5 4 9 5 9 4 4 3 4 split_gain=0.779824 2.36114 2.14119 3.33418 2.28972 2.08487 2.43885 2.03263 2.05618 2.0014 3.10362 1.89756 2.70281 3.10288 2.86262 2.21708 1.31886 1.12915 1.09626 2.35735 2.28488 0.00202451 threshold=2.725000000000001 0.70000000000000007 2.5050000000000012 1.5000000000000004 -0.33333333333333309 2.5000000000000004 350.00000000000006 7.1000000000000005 7.7000000000000002 2.475000000000001 1.0000000180025095e-35 6.7000000000000002 1.4950000000000008 2.8850000000000007 1.1750000000000005 8.3000000000000025 2.4650000000000003 6.9000000000000012 2.745000000000001 2.5450000000000008 2.3000000000000003 1.4550000000000007 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 9 4 7 17 -7 21 -9 16 -11 12 14 -14 -3 -16 18 -6 19 -1 -20 -4 right_child=1 11 3 -5 5 6 -8 8 -10 10 -12 -13 13 -15 15 -17 -18 -19 20 -21 -22 -23 leaf_value=0.00011486445816953605 0.021211019627915113 0.010961281613860048 -0.023609622441492131 0.019505907507433137 -0.024330845232429087 0.017299177948596978 -0.0036796353914051809 0.010550419076781547 -0.015835622818991434 -0.0023528274812978571 0.022488455575130253 -0.015270920864947163 0.023898943654099593 -0.0018818394142260124 -0.020852877163706041 0.0063264847699066483 -0.014411829753170013 -0.005727365089502885 0.0019219103021604726 -0.0079502819895429042 0.022858252672666002 -0.024423212284274933 leaf_weight=7302.435711119324 6.1755764037370673 7.5364886522293117 5.2452403232455271 4.4900326728820792 4.6379250958561888 7.0704126358032253 16.927740216255188 4.2492458820343 7.097933329641819 9.0453094691038149 9.0607478171586973 5.3917720466852179 9.5543637126684207 7.4996026158332816 8.6934977024793607 3.9187054634094229 5.6382464468479148 8.0033213943243009 26.534994646906853 32.76318533718586 5.69901119172573 5.7925160229206085 leaf_count=26067 23 36 28 17 22 31 76 19 34 38 33 22 37 31 42 19 25 37 134 198 21 27 internal_value=9.40692e-05 0.00387525 6.9332e-05 -0.00541539 -0.00731117 -0.00269268 0.00250121 -0.0148707 -0.00595468 0.000116464 0.0100784 0.00136181 0.00377239 0.0125617 -0.0036669 -0.012408 9.20001e-05 -0.0125528 0.0001031 7.88409e-05 0.00562348 -0.0240366 internal_weight=7503.46 48.77 7454.69 63.5144 59.0243 36.6394 23.9982 22.3849 11.3472 7391.18 18.1061 42.5944 37.2027 17.054 20.1487 12.6122 7373.07 12.6412 7367.43 7335.2 32.234 11.0378 internal_count=27017 210 26807 291 274 166 107 108 53 26516 71 187 165 68 97 61 26445 59 26420 26265 155 55 is_linear=0 shrinkage=0.03 Tree=413 num_leaves=20 num_cat=0 split_feature=4 12 4 10 13 2 6 9 3 6 3 3 5 9 9 6 4 5 8 split_gain=1.78566 2.10801 1.89722 3.13379 3.8276 1.94987 1.98041 3.83195 1.93089 2.61269 1.86686 1.58301 2.08081 0.948594 0.803876 0.948963 0.538753 0.00366693 0.000885649 threshold=2.7150000000000003 6.5000000000000009 2.5850000000000013 1.1666666666666672 2.1000000000000005 3.3000000000000003 0.90000000000000013 2.9000000000000004 1.5000000000000002 0.90000000000000013 0.90000000000000013 1.9000000000000001 2.0650000000000008 5.5000000000000009 3.7000000000000006 1.3 2.1150000000000007 1.8450000000000004 6.7000000000000002 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 5 4 -4 6 7 -1 9 -7 -8 14 -13 -6 -2 17 -10 18 -16 right_child=11 -3 3 -5 13 8 10 -9 16 -11 -12 12 -14 -15 15 -17 -18 -19 -20 leaf_value=-0.0088069961790425613 0.00059436419120413857 0.01548517497488916 0.019717771321834499 0.028465317267650399 -0.022400509644049781 0.011380275756822874 -0.00075799341437529383 -0.00071983036881726153 -0.0092127301564898321 -0.014424790198375876 0.00047348407447554924 0.014774645926849383 -0.010000505535698822 0.0014032820805036847 -0.022308860339217345 -0.0027188600234666817 -0.023773985039922334 -0.023214111219185461 -0.02158844445972459 leaf_weight=54.750549137592316 2.7080763801932362 7.8839111030101767 5.514837324619295 5.5449719354510298 4.3222585022449493 7.1164607107639331 1426.6315581798553 1429.8282306157053 3.5314347520470601 7.009071446955204 4958.9549223780632 5.1851324737071973 7.4127673506736755 2.3130171000957489 2.2197018116712552 2.9855430871248236 6.4886729717254639 2.1822457537055016 4.9847748279571533 leaf_count=284 30 26 38 31 36 58 5044 5529 16 50 15659 23 32 15 17 21 39 14 55 internal_value=-4.63613e-05 -1.97777e-05 -3.52276e-05 0.00977699 0.00124816 -5.72217e-05 -3.11064e-05 -0.00101808 -0.00856937 -0.00142417 0.000198354 -0.00765302 0.000196626 -0.0141027 -0.0142105 -0.017451 -0.0186421 -0.0221367 -0.0218104 internal_weight=7947.57 7919.89 7912.01 17.6951 12.1501 7894.31 7870.17 1484.58 24.1456 14.1255 6385.59 27.6782 12.5979 6.63528 15.0803 12.3723 10.0201 9.38672 7.20448 internal_count=27017 26825 26799 120 89 26679 26516 5813 163 108 20703 192 55 51 137 107 55 86 72 is_linear=0 shrinkage=0.03 Tree=414 num_leaves=15 num_cat=0 split_feature=13 6 11 10 5 11 8 8 10 12 5 5 2 13 split_gain=1.62423 1.69152 3.03126 3.1186 4.43386 3.81873 1.78706 2.11629 3.70875 3.52738 1.96069 2.22334 1.87145 1.08307 threshold=6.1000000000000005 3.1000000000000005 -0.83333333333333315 -1.0000000180025095e-35 1.5850000000000006 1.0000000180025095e-35 1.0000000180025095e-35 1.7000000000000004 1.0000000180025095e-35 2.3000000000000007 0.76500000000000024 0.79500000000000004 1.7000000000000004 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 -3 4 -4 -5 -1 8 9 -8 12 -12 -9 -7 right_child=-2 2 3 5 -6 13 7 10 -10 -11 11 -13 -14 -15 leaf_value=0.015543184862532101 0.012747681765837302 0.010429503311474863 -0.028034472751571306 -0.014817133532446201 0.0016510122246268201 0.00048555018525673791 0.012632326216247309 0.0019449292563350406 -0.021311235950449321 -0.013646317999449714 -0.0070528780043654406 -1.8964515579691543e-05 0.011484005390928505 0.016466072882810219 leaf_weight=6.6382165402173987 8.9359658658504468 9.2436442896723729 12.678219586610796 11.441715478897097 7.0443669185042372 8.0157127082347852 9.8436644673347526 87.739926666021347 11.553559258580206 8.6252930462360364 40.629107162356377 8880.5212591961026 23.459133714437485 7.2867638766765586 leaf_count=20 25 28 39 36 25 26 29 245 34 26 116 26267 80 21 internal_value=-3.61789e-05 -4.86983e-05 -0.00526019 -0.00838134 -0.0174316 -0.00170717 -1.66844e-05 -2.8082e-05 -0.00797987 0.000359787 -1.65119e-06 -5.09987e-05 0.00395734 0.00809519 internal_weight=9133.66 9124.72 55.7104 46.4668 19.7226 26.7442 9069.01 9062.37 30.0225 18.469 9032.35 8921.15 111.199 15.3025 internal_count=27017 26992 175 147 64 83 26817 26797 89 55 26708 26383 325 47 is_linear=0 shrinkage=0.03 Tree=415 num_leaves=27 num_cat=0 split_feature=5 9 0 4 10 3 8 11 5 5 3 4 8 4 8 5 11 12 5 10 4 5 4 10 4 4 split_gain=0.760078 3.23471 1.64703 2.29924 1.76117 1.61418 2.55541 2.43532 3.69328 4.38347 1.25064 2.31544 3.38928 2.69047 2.49707 1.58432 2.34921 4.99686 2.21916 2.08237 1.74528 1.64512 1.10009 1.03635 0.46347 0.329255 threshold=2.8250000000000006 9.3000000000000025 475.00000000000006 1.7650000000000006 0.50000000000000022 3.3000000000000003 6.1000000000000005 -0.83333333333333315 2.1650000000000009 2.3850000000000011 3.1000000000000005 1.6900000000000006 5.9000000000000012 1.4050000000000007 6.3000000000000016 2.5050000000000012 0.83333333333333337 3.9000000000000008 2.475000000000001 1.0000000180025095e-35 2.0050000000000012 2.4450000000000007 1.4850000000000005 -0.33333333333333331 1.8900000000000006 1.3650000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 4 -4 22 10 7 25 23 -10 15 12 13 -12 -13 18 20 -18 21 -20 -17 -1 -2 -9 -8 -7 right_child=1 -3 3 -5 -6 6 24 8 9 -11 11 14 -14 -15 -16 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.00011534999321958389 -0.0034440844484079024 0.026740701206491815 -0.0034999625192180086 0.021692748751348714 0.0086661143520737512 -0.023643011781314349 -0.023807391816747351 -0.024645433815962993 0.022434686051511894 -0.002477559388133909 0.0038508706889092592 0.029303370406754545 0.021791490164922666 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-0.00501085 -0.00195683 0.00126895 0.00722966 0.000110727 0.00523769 0.000735064 -0.00407688 0.0161083 8.11239e-05 -0.0048607 0.00405286 0.000120254 0.0117202 -0.00895546 9.67191e-05 -0.014509 -0.0136334 -0.0185063 -0.0168888 internal_weight=7503.56 31.5343 26.4831 13.1254 13.3578 7472.03 55.8012 45.5037 37.4198 26.7287 7416.23 42.5752 30.1054 24.5053 12.4697 7373.65 57.9274 18.2344 7315.72 14.813 39.693 7300.91 8.95618 10.6911 10.2975 8.08386 internal_count=27017 136 116 54 62 26881 255 205 165 118 26626 162 116 95 46 26464 257 77 26207 56 180 26151 43 47 50 40 is_linear=0 shrinkage=0.03 Tree=416 num_leaves=31 num_cat=0 split_feature=2 12 8 5 6 8 11 13 5 9 5 13 10 9 0 5 10 11 9 6 4 0 4 11 4 8 13 4 11 2 split_gain=1.77397 3.46217 4.17174 3.85729 5.06927 5.03731 3.4776 5.44997 3.81263 2.55583 2.6621 3.27842 3.22435 2.91442 3.38991 2.90901 2.53504 2.91976 2.56606 2.31406 3.76384 5.13467 4.6116 4.43572 2.27342 2.26596 4.05406 4.52396 4.53227 3.30596 threshold=0.50000000000000011 1.3000000000000003 4.1000000000000005 1.3750000000000007 1.5000000000000002 3.7000000000000006 -1.0000000180025095e-35 2.7000000000000006 1.3750000000000007 2.5000000000000004 1.1950000000000005 4.3000000000000016 -0.83333333333333315 4.7000000000000002 475.00000000000006 0.98000000000000043 -0.49999999999999994 0.50000000000000022 4.7000000000000002 2.9000000000000004 0.91000000000000036 200.00000000000003 1.1250000000000007 -0.83333333333333315 1.3050000000000008 2.5000000000000004 3.5000000000000004 1.3650000000000009 -1.0000000180025095e-35 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -6 7 24 -9 -3 13 12 -12 15 -15 -11 18 -18 -8 25 -21 -22 -23 -24 -4 26 27 28 -2 -29 right_child=19 9 6 -5 5 -7 16 8 -10 10 11 -13 -14 14 -16 -17 17 -19 -20 20 21 22 23 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.015667461398703581 0.0092211595116002184 -0.014129084499650448 0.013560542228417363 -0.022892897533881844 0.014299555511264623 -0.013328231126669846 0.0067861098637470264 -0.0057968621400490859 -0.030589401475136828 -0.0013705698498456406 -0.0040352271287289214 -0.010104729641777228 0.0043435035123088788 -0.011238318634894977 0.016802677196109731 0.021018602388923002 0.0083340344572692578 -0.0089233792944108728 0.03147388201089113 0.020512136682118078 0.027476691365230486 -0.011707379210142607 -0.012603849263236206 0.0078237217812716711 -0.0074983549090175492 -0.00032738997951185187 -0.0043840484353311893 0.0066060032436874088 -0.0015625861911960383 0.029692241417572235 leaf_weight=20.22071872651577 62.162176862359047 7.6612815558910361 14.255393296480181 13.055985778570173 16.559937626123432 9.261145353317259 9.3462461829185468 17.093202024698261 8.2898087203502637 6.7980190515518215 48.217779263854027 17.679500699043274 289.62550088763237 9.7080515176057833 6.4633797109127036 22.541311979293823 26.356932669878006 13.263730496168135 6.372889205813407 11.402769222855566 6.7532329261302939 21.600758761167526 11.593667060136793 54.726823538541794 6.8214558362960807 7052.0410615503788 53.73762971162796 11.674328967928888 80.502421364188194 10.698508292436598 leaf_count=65 182 24 43 38 49 29 31 56 25 23 140 52 834 30 20 70 85 42 20 33 21 64 35 165 23 24343 164 35 242 34 internal_value=-4.53769e-05 0.00156773 -0.00215995 -0.00850001 -0.00441864 0.00439041 0.00152064 -0.00453092 -0.0138938 0.00303526 0.00336317 0.00248865 0.00314767 0.0101947 -3.09245e-05 0.015831 0.00660115 0.0025568 0.0167951 -0.000169929 0.00422905 0.00226788 0.000331596 0.00425272 0.0067449 -0.000234108 0.00277276 0.00510308 0.00313613 0.0176457 internal_weight=7946.49 569.592 160.897 59.0978 46.0418 25.8211 101.8 46.4599 25.383 408.695 401.034 355.523 337.843 45.5108 16.1714 29.3393 55.3398 39.6207 15.7191 7376.89 106.077 94.6745 87.9212 66.3205 21.0768 7270.82 218.775 165.037 142.665 22.3728 internal_count=27017 1699 506 181 143 78 325 147 81 1193 1169 1026 974 143 50 93 178 127 51 25318 318 285 264 200 66 25000 657 493 424 69 is_linear=0 shrinkage=0.03 Tree=417 num_leaves=17 num_cat=0 split_feature=3 9 0 13 12 8 2 9 7 9 13 3 0 2 9 4 split_gain=1.61167 1.74832 1.70941 2.64627 4.09483 3.46948 2.34777 2.02208 1.78308 3.12628 3.08343 2.58834 4.83302 4.15211 2.24061 1.56685 threshold=1.0000000180025095e-35 10.500000000000002 875.00000000000011 1.7000000000000004 2.9000000000000008 4.5000000000000009 0.90000000000000013 4.5000000000000009 1.7000000000000004 7.7000000000000002 3.5000000000000004 1.5000000000000002 200.00000000000003 2.3000000000000003 7.3000000000000016 1.3150000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 2 8 4 -4 -6 -5 -8 11 14 -11 13 -13 -2 -10 -1 right_child=1 -3 3 6 5 -7 7 -9 9 10 -12 12 -14 -15 -16 -17 leaf_value=-0.0015243696389314048 -0.00014796839602534016 -0.014813409094159775 0.01387226163542152 -0.013478958083287269 0.01225975562660808 -0.0094282387491623973 0.00038659898338970836 0.0068186052511058472 0.00053958054002987933 0.013595309709094045 -0.0012523489944043745 0.0015581310875494756 -0.0018125033577061705 0.0039403232462431742 -0.0069573119253589794 0.016020029709606341 leaf_weight=7.8417712450027492 3787.2193642407656 7.2166858166456214 10.852574616670607 6.6744655668735495 7.7489389628171912 46.32422935962677 66.911619380116463 128.40809980034828 2306.4987844675779 32.241782158613205 20.650765389204025 476.83145916461945 1942.6723022013903 237.60402026772499 36.446496471762657 11.018719613552092 leaf_count=22 10695 30 35 19 25 151 249 441 6481 91 60 1429 6395 751 106 37 internal_value=-3.51373e-05 -5.32659e-05 -4.15696e-05 0.00232377 -0.002945 -0.00632025 0.00401728 0.00461516 -0.000112989 0.000585786 0.00779836 -0.000372775 -0.00114822 9.33825e-05 0.00042296 0.00872546 internal_weight=9133.16 9114.3 9107.08 266.92 64.9257 54.0732 201.994 195.32 8840.16 2395.84 52.8925 6444.33 2419.5 4024.82 2342.95 18.8605 internal_count=27017 26958 26928 920 211 176 709 690 26008 6738 151 19270 7824 11446 6587 59 is_linear=0 shrinkage=0.03 Tree=418 num_leaves=31 num_cat=0 split_feature=6 4 4 3 4 5 4 4 10 10 8 10 12 9 12 5 3 10 5 11 8 11 10 9 4 12 5 4 5 10 split_gain=0.75516 1.35251 0.788883 4.40954 4.14626 5.01961 4.03165 4.51658 5.12245 3.14807 3.77367 3.71212 4.01836 3.40651 3.08264 2.93883 3.36041 2.49854 4.27473 3.44581 2.45833 2.34217 2.30938 1.55144 1.49245 2.57188 0.74984 0.523889 0.256628 0.140887 threshold=1.0000000180025095e-35 1.7000000000000004 1.8050000000000004 0.70000000000000007 1.7750000000000004 2.1750000000000012 2.1050000000000009 1.9850000000000003 -0.33333333333333309 -1.1666666666666663 8.3000000000000025 1.0000000180025095e-35 3.7000000000000006 7.1000000000000005 3.5000000000000004 1.0550000000000006 2.3000000000000003 2.1666666666666674 1.6600000000000006 1.0000000180025095e-35 9.1000000000000014 -0.66666666666666619 -2.8333333333333326 5.3000000000000016 2.2850000000000006 2.7000000000000006 1.8550000000000004 2.1550000000000011 1.5450000000000002 -0.49999999999999994 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 6 17 15 7 21 -9 10 14 13 -13 -11 -5 29 -17 22 19 -19 -12 -4 -2 -24 27 -26 -20 -8 -3 -6 right_child=2 28 3 9 5 -7 24 8 -10 11 20 12 -14 -15 -16 16 -18 18 26 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.00077891794282637606 -0.015780347624860275 -0.010216442585874425 -0.013154277792808679 0.001730054865555458 -0.018897986999260093 0.01589843870375705 -0.011712576034581562 0.026455876766682526 -0.0020566501542688856 -0.00035618901764034521 -0.020864444916903611 0.0050331179123838691 -0.0004146788481295813 -0.0088059923916168886 0.010439493383938101 -0.0040113660980936822 -0.023033494601808289 -0.0091784158081131273 0.02883285278794295 0.011247927515272286 0.0045321410006436266 -0.0011065007905430224 0.00042702509688598029 -0.00055363302120100958 -0.018866175024369356 0.0069954264252354847 0.014616579433073923 -0.021797379171612778 -0.022804459850759261 -0.025949355941477466 leaf_weight=8.8952224254608137 8.3075354099273664 2.4740403071045867 22.155926719307899 64.585477747023106 4.8627401143312454 9.1047611981630308 7.0153516009449985 9.9456903487443942 13.193650260567663 371.18067703396082 7.7843875586986524 263.13899819552898 226.95910378545523 48.55691759288311 84.33373761922121 92.762636750936508 9.1859608292579633 15.015087589621546 6.3387469649314863 14.719094425439833 6.1328213587403297 42.153175681829453 3753.6990917101502 2367.7512509971857 6.7734125480055791 7.0766391381621361 7.0564190596342087 13.66921906173229 3.5477180108428001 5.362313359975813 leaf_count=34 30 19 95 266 21 33 34 45 61 1534 38 1042 969 192 341 350 34 53 21 51 29 181 12863 8451 40 50 24 71 23 22 internal_value=8.96727e-05 -0.00665356 0.000103105 0.000809859 -3.104e-05 -0.00552434 -0.00459495 -0.00116755 0.0101985 0.00142449 0.00526612 0.000736938 0.0025103 -0.0013337 0.00666226 -0.00726315 -0.00572533 7.68866e-05 0.0072723 0.000933087 -0.00967307 -0.00525723 2.62592e-05 4.77107e-05 -0.0132738 -0.00565227 0.0213439 -0.018377 -0.0176327 -0.0225959 internal_weight=7503.74 14.917 7488.82 1194.66 6294.17 121.278 121.983 87.4484 23.1393 1072.67 162.836 909.836 490.098 419.738 148.919 112.174 101.949 6172.89 43.1293 29.7342 13.9172 64.3091 6129.76 6121.45 34.5346 13.8501 13.3952 20.6846 6.02176 10.2251 internal_count=27017 76 26941 4988 21953 460 577 382 106 4411 674 3737 2011 1726 607 427 384 21493 149 104 67 276 21344 21314 195 90 45 105 42 43 is_linear=0 shrinkage=0.03 Tree=419 num_leaves=26 num_cat=0 split_feature=11 11 3 8 13 0 8 10 9 0 12 9 13 2 6 9 9 2 7 5 5 0 10 12 0 split_gain=1.74708 1.98878 2.00854 3.00057 3.01629 3.31324 3.19228 2.57736 3.01296 2.3967 2.41135 3.8835 2.31587 4.44572 2.17593 1.63508 3.45807 3.05863 2.38312 2.37217 1.94296 4.14252 1.49457 0.95698 0.942411 threshold=3.5000000000000009 2.1666666666666674 2.7000000000000006 6.7000000000000002 2.3000000000000007 350.00000000000006 7.7000000000000002 1.8333333333333339 9.3000000000000025 875.00000000000011 2.3000000000000007 6.3000000000000016 0.90000000000000013 1.3 0.70000000000000007 5.1000000000000005 6.9000000000000012 1.5000000000000002 0.50000000000000011 1.5750000000000008 1.4750000000000008 475.00000000000006 -0.66666666666666663 4.3000000000000016 350.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 7 6 -6 -5 8 -4 12 11 -11 13 -1 -14 20 18 -18 -17 -20 21 -3 -12 24 -22 right_child=-2 15 3 4 5 -7 -8 -9 -10 10 22 -13 14 -15 -16 16 17 -19 19 -21 23 -23 -24 -25 -26 leaf_value=0.018484382436130861 0.016479346728250615 0.021997047177837768 0.0031764679760475549 -0.021720237950702694 -0.012417503454347414 0.013513207310508457 0.0013973871988395387 0.018607265429228373 -0.016383546106168236 -0.00073793500709130866 -0.00045092329115669082 0.034617448776207649 -0.0017010533532221834 -0.0013423211188426671 9.342665273032603e-05 0.019694790901841515 -0.023153652071440399 -0.00082218028656728471 -0.015987817509312694 0.0040822338757942698 -0.021988755364422075 -0.013646460398557955 -0.0079220316381125051 -0.0027820766764678046 -0.010346572124673608 leaf_weight=17.595280721783638 5.7547894567251197 5.3486884683370572 299.9621310532093 13.877588599920275 7.2197794318199184 11.49628810584545 8.7754740267992002 9.4664546400308591 7.2591039538383475 14.252184323966505 34.380840197205544 3.4785686433315268 669.66224488429725 24.147090621292591 6620.501624789089 7.1297777742147437 9.8304252624511737 12.588699504733084 6.3234472870826712 32.7539127394557 9.3374894708395022 6.5018440932035446 80.576359566301107 8.6440922915935499 18.97238451987505 leaf_count=51 18 19 876 43 24 34 29 28 22 82 242 16 2738 88 21803 21 28 37 20 100 29 25 555 27 62 internal_value=-4.42956e-05 -5.62715e-05 1.90071e-06 0.00219678 -0.00540165 0.00351036 -0.0127648 0.00318937 0.0027143 -0.000103382 -0.00409931 0.00619838 -3.10663e-05 0.00701505 -7.14113e-05 -0.00393142 -0.000946138 -0.0106142 0.00374467 0.000834524 -0.00812915 0.00244109 -0.00568761 -0.0115189 -0.0141865 internal_weight=7945.84 7940.08 7822.65 358.057 41.3691 18.7161 22.6531 316.688 307.221 7464.59 132.688 17.7308 7331.91 41.7424 7290.16 117.431 68.6263 22.4191 46.2071 39.0774 48.8045 11.8505 114.957 36.954 28.3099 internal_count=27017 26999 26631 1056 130 58 72 926 898 25575 895 98 24680 139 24541 368 206 65 141 120 162 44 797 118 91 is_linear=0 shrinkage=0.03 Tree=420 num_leaves=28 num_cat=0 split_feature=9 10 2 4 4 8 4 11 12 11 5 4 4 6 9 12 12 10 5 8 13 8 8 11 5 10 5 split_gain=1.5796 2.39131 2.36962 4.25251 4.41534 7.3827 4.33915 3.9327 3.84656 3.14636 2.88822 2.56367 1.99594 2.15583 2.40478 1.87082 4.05111 3.95002 2.1406 2.10796 2.13927 3.08953 2.65161 2.06778 1.91277 1.17234 0.608907 threshold=6.3000000000000016 -3.1666666666666661 0.90000000000000013 1.2250000000000005 1.4850000000000005 7.7000000000000002 1.5250000000000006 -2.8333333333333326 1.3000000000000003 1.1666666666666672 2.3150000000000008 1.2150000000000005 0.81500000000000028 1.9000000000000001 7.5000000000000009 4.9000000000000012 4.700000000000002 -0.33333333333333331 2.8950000000000009 8.3000000000000025 1.9000000000000001 5.1000000000000005 6.5000000000000009 -2.1666666666666656 2.1350000000000011 0.33333333333333326 1.7650000000000006 decision_type=2 2 2 2 2 2 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 10 5 -5 -6 -4 25 -10 11 -3 13 14 26 16 18 -18 23 20 21 -17 -22 -14 -19 -9 -2 right_child=12 2 7 4 6 -7 -8 8 9 -11 -12 -13 15 -15 -16 19 17 24 -20 -21 22 -23 -24 -25 -26 -27 -28 leaf_value=-0.016516173874000308 -0.028510117641822721 0.00039804021899492376 -0.02019527505008388 -0.0042414626837400495 0.008751182551940866 0.024378092008885317 -0.00097324404007943246 0.01742982026452717 0.00022027380780300778 0.0025941842762485052 -0.017648194371298099 0.0098381550272519797 -0.0093937574595748113 0.0039888503133715626 0.0017115630488927984 -0.016286790796038106 0.029011171329772465 -0.0081926150662593351 -0.016642194618664112 0.0095277454309140013 -0.0072774272525242111 0.005753190421125271 -0.025922267260142073 -0.00051542704239880923 0.011675582095730889 0.0028356696671317 -0.014960232915661939 leaf_weight=7.7436204701662055 6.744363218545919 1073.9898019582033 8.2680087536573392 565.81787425279617 50.113034442067146 8.2300727367401105 234.74591313302517 15.592129141092302 4982.2113488316536 558.84589275717735 7.8396563827991477 26.530647993087769 24.005108937621117 7.6383227109909049 5.3051385134458533 8.2720554471015948 7.8395548015832928 7.4111683964729336 7.5832911133766165 7.4163817912340155 25.484728246927261 18.584279969334602 9.395929276943205 1432.1589763611555 10.596293821930884 7.2605845630168906 5.3546604216098785 leaf_count=23 22 3160 26 1635 144 23 659 43 14438 1656 39 78 84 28 20 32 29 25 38 22 111 62 30 4509 39 20 22 internal_value=-3.42565e-05 0.000146499 0.000163613 -0.000731487 -0.00231594 -0.00383115 0.000737499 0.00047963 0.000510353 0.000459696 0.000496362 0.000625617 -0.000895606 -0.00929785 -0.0151291 -0.000760617 -0.000536682 0.0112367 -0.000744578 -0.00558428 -0.00739967 -0.00103537 -0.0122999 -0.000661788 0.00349861 0.0127931 -0.0225134 internal_weight=9130.98 7547.19 7539.44 1967.27 858.907 574.048 284.859 5572.18 5563.91 5541.06 1108.36 1100.52 1583.79 25.0425 17.4042 1558.75 1489.59 25.847 1463.75 69.1534 61.737 26.8563 34.8807 1456.16 18.0075 22.8527 12.099 internal_count=27017 21944 21921 5738 2461 1658 803 16183 16157 16094 3277 3238 5073 92 64 4981 4724 93 4631 257 235 94 141 4593 64 63 44 is_linear=0 shrinkage=0.03 Tree=421 num_leaves=14 num_cat=0 split_feature=8 8 6 13 11 5 5 12 8 12 11 9 9 split_gain=0.753663 1.26513 1.29268 2.63001 0.946634 0.904548 4.95204 4.42902 2.69667 3.13156 1.26989 0.701656 0.501122 threshold=1.1000000000000003 1.7000000000000004 1.3 3.5000000000000004 -3.1666666666666661 2.6050000000000009 2.5350000000000006 3.3000000000000007 7.3000000000000016 3.5000000000000004 3.1666666666666674 6.5000000000000009 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 -2 -4 11 6 10 -8 9 -7 -6 -3 -1 right_child=1 4 3 -5 5 8 7 -9 -10 -11 -12 -13 -14 leaf_value=-0.00098752228382882482 0.018894965134063892 -0.018012364635330517 -0.012073517771100599 0.013720620935016546 0.00011550664188700011 -0.0076163861829046013 0.01177402998582717 -0.019878253869465717 -0.015520769299209512 0.008246735885085392 -0.011508397950009047 -0.00050560971901273831 -0.014224331426063821 leaf_weight=4.8539146780967695 6.2556506544351604 4.5253299027681333 6.2628670036792746 8.2360776066780073 7355.2978960350156 14.029849931597708 4.9999055862426784 19.47972422093153 6.252643682062625 55.532012239098549 8.4684763103723508 3.7827257215976715 5.4803106784820557 leaf_count=20 20 21 23 25 26384 65 24 91 28 238 36 19 23 internal_value=8.89252e-05 0.000100091 0.00749663 0.00257876 7.95469e-05 9.08123e-05 5.73578e-05 -0.0134134 0.00335101 0.00504732 0.000102139 -0.0100414 -0.00800709 internal_weight=7503.46 7493.12 20.7546 14.4989 7472.37 7464.06 7388.25 24.4796 75.8145 69.5619 7363.77 8.30806 10.3342 internal_count=27017 26974 68 48 26906 26866 26535 115 331 303 26420 40 43 is_linear=0 shrinkage=0.03 Tree=422 num_leaves=20 num_cat=0 split_feature=4 12 4 10 13 2 3 6 6 9 2 3 3 9 9 8 8 4 5 split_gain=1.70949 2.02763 1.81721 2.9414 3.67261 1.86841 1.90339 2.52682 1.8482 3.69738 1.80586 1.54783 2.01388 0.938459 0.805395 1.14473 0.856858 0.537641 0.00282854 threshold=2.7150000000000003 6.5000000000000009 2.5850000000000013 1.1666666666666672 2.1000000000000005 3.3000000000000003 1.5000000000000002 0.90000000000000013 0.90000000000000013 2.9000000000000004 0.70000000000000007 1.9000000000000001 2.5000000000000004 5.5000000000000009 5.1000000000000005 7.9000000000000012 6.5000000000000009 2.1150000000000007 1.7000000000000004 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 5 4 -4 8 7 -7 9 -1 -10 14 -13 -6 15 16 -2 -8 -16 right_child=11 -3 3 -5 13 6 17 -9 10 -11 -12 12 -14 -15 18 -17 -18 -19 -20 leaf_value=-0.008662104826502209 -0.011181409829280302 0.015201910620743428 0.019120978791852546 0.027466021931428768 -0.022357297910894636 0.011161703044014631 -0.0090824173854746754 -0.014265003710002531 0.001303585966932998 -0.00069180199874291728 -3.7301097154653721e-05 0.0099940791099417704 -0.014521828849878045 0.0013921625013008046 -0.021751863673807527 -0.021622216099368714 0.01312781631287425 -0.02369793224341982 -0.023047171794235693 leaf_weight=54.376824043691158 2.6714391335845011 7.8692999929189673 5.582588694989683 5.6324520334601393 4.247215561568737 7.1586224436759966 3.5133100599050504 6.9156302139163017 1090.0697370618582 1428.3427222073078 5294.1291683837771 7.5695705562829954 5.0126403123140335 2.3129039630293846 3.6059720776975146 3.4258050322532654 2.5513080544769764 6.3763254880905151 2.6193956136703491 leaf_count=284 22 26 38 31 36 58 16 50 3231 5529 17472 35 20 15 37 39 22 39 17 internal_value=-4.46188e-05 -1.87016e-05 -3.38465e-05 0.00954755 0.00123599 -5.54297e-05 -0.00841951 -0.00133215 -2.99514e-05 -0.000984103 0.000191649 -0.00751741 0.000227161 -0.0139839 -0.0140687 -0.00814597 0.000693629 -0.0185057 -0.0222969 internal_weight=7943.98 7916.53 7908.66 17.7752 12.1427 7890.88 23.9639 14.0743 7866.92 1482.72 6384.2 27.4561 12.5822 6.56012 14.8739 8.64855 5.22275 9.88964 6.22537 internal_count=27017 26825 26799 120 89 26679 163 108 26516 5813 20703 192 55 51 137 83 44 55 54 is_linear=0 shrinkage=0.03 Tree=423 num_leaves=15 num_cat=0 split_feature=13 6 11 10 5 11 8 8 10 12 5 2 7 13 split_gain=1.57076 1.6069 2.8746 3.0151 4.34001 3.6781 1.70714 2.01942 3.5897 3.38138 1.87768 2.83789 1.75435 1.03258 threshold=6.1000000000000005 3.1000000000000005 -0.83333333333333315 -1.0000000180025095e-35 1.5850000000000006 1.0000000180025095e-35 1.0000000180025095e-35 1.7000000000000004 1.0000000180025095e-35 2.3000000000000007 0.74500000000000033 1.7000000000000004 0.3000000000000001 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 -3 4 -4 -5 -1 8 9 -8 11 -9 -12 -7 right_child=-2 2 3 5 -6 13 7 10 -10 -11 12 -13 -14 -15 leaf_value=0.015191023305464024 0.012542741453549097 0.01010931424836937 -0.027700472048856489 -0.014553005231176846 0.0017411175845741061 0.00052420732788411727 0.012371803017918214 0.0016585193701774391 -0.020969055053820122 -0.01336944174431574 -0.0033737544678344115 0.015205699321030174 1.0618421630138037e-05 0.016115861703355085 leaf_weight=6.6402152478694907 8.9294891059398633 9.2770518288016302 12.549967974424364 11.376075118780138 7.030621424317359 8.0113496482372266 9.8675417900085503 68.389609843492508 11.488274976611136 8.5918115526437742 140.04185190051794 17.472293615341187 8802.9346599653363 7.3117382228374472 leaf_count=20 25 28 39 36 25 26 29 192 34 26 490 60 25966 21 internal_value=-3.34987e-05 -4.58109e-05 -0.00513233 -0.00818761 -0.0171292 -0.00163007 -1.46385e-05 -2.57845e-05 -0.00780318 0.000390672 1.22257e-08 0.00441528 -4.23789e-05 0.0079641 internal_weight=9129.91 9120.98 55.5568 46.2798 19.5806 26.6992 9065.43 9058.79 29.9476 18.4594 9028.84 85.8619 8942.98 15.3231 internal_count=27017 26992 175 147 64 83 26817 26797 89 55 26708 252 26456 47 is_linear=0 shrinkage=0.03 Tree=424 num_leaves=21 num_cat=0 split_feature=13 6 4 12 2 4 13 13 13 8 2 9 8 6 0 9 9 4 11 8 split_gain=0.736905 2.71448 7.22196 2.19365 2.89231 2.70727 2.48899 1.33042 1.1481 3.3596 3.85877 6.32282 3.84683 1.67968 6.35493 4.17957 3.05604 1.65955 4.35944 2.18575 threshold=5.3000000000000016 3.3000000000000003 1.1150000000000007 2.3000000000000007 1.1000000000000003 1.2350000000000005 5.5000000000000009 5.9000000000000012 4.7000000000000011 2.5000000000000004 1.1000000000000003 4.5000000000000009 6.1000000000000005 2.7000000000000006 575.00000000000011 5.1000000000000005 3.3000000000000003 1.0750000000000008 -0.83333333333333315 2.5000000000000004 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 4 5 -2 -5 -8 13 -10 11 -11 -12 17 16 -16 -15 18 -1 -19 right_child=3 2 -4 6 -6 -7 7 -9 9 10 12 -13 -14 14 15 -17 -18 19 -20 -21 leaf_value=-0.0054060381457524476 0.0056714269437893594 0.031065615537212002 -0.0098163043329452214 -0.023117332032817642 0.020141182146210277 -0.017810122994221935 0.0042173675817275234 -0.013255765700474254 0.024438128083422744 0.016650413266160746 -0.0072621325886207625 -0.0051531730496722052 0.014287025476414758 -0.022032936357428864 0.02863150600791926 -0.0013135712916111158 -0.0044523912836883887 -0.0045449524000698146 -0.0001593700501978472 0.00035629252504306211 leaf_weight=169.39042454957962 11.630216613411909 8.5976000726222974 7.1009755730628958 8.4458068162202853 6.3739555478095999 7.12684541940689 9.4661736339330691 6.6960008740425101 6.2772442400455466 29.715582758188248 45.190037652850151 20.044417828321457 8.9287461191415769 9.7689859569072706 8.4725847244262713 8.3086777627468091 99.914552770555019 83.013340309262276 898.8413163870573 6050.2841142117977 leaf_count=594 39 25 26 31 23 27 33 25 21 100 159 68 35 32 28 31 344 317 3038 22021 internal_value=8.74193e-05 0.000111705 0.0125734 -0.00355202 0.0026823 -0.00325051 -0.00991885 -0.00302176 8.54041e-05 0.00312536 0.00183746 0.00786745 -0.00370686 3.97067e-05 -0.00338774 0.0138052 -0.00601821 9.98954e-05 -0.000991339 0.000289955 internal_weight=7503.59 7453.85 15.6986 49.739 25.131 18.7571 24.608 16.1622 7438.15 110.156 103.879 49.76 54.1188 7327.99 126.465 16.7813 109.684 7201.53 1068.23 6133.3 internal_count=27017 26839 51 178 89 66 89 58 26788 383 362 168 194 26405 435 59 376 25970 3632 22338 is_linear=0 shrinkage=0.03 Tree=425 num_leaves=31 num_cat=0 split_feature=11 7 9 10 5 0 0 5 4 12 5 5 4 2 8 13 6 10 8 5 3 4 9 5 9 9 4 6 8 2 split_gain=1.84929 1.65087 3.13364 3.80418 5.69736 3.19292 2.80275 5.68761 3.87647 3.76868 3.02675 2.72466 2.92512 2.63864 3.29142 4.14278 5.92973 3.08032 2.95776 4.15159 6.29596 4.69503 3.30251 3.39541 2.54977 7.89691 2.38071 2.35698 1.9061 1.26683 threshold=-3.4999999999999991 2.1000000000000005 3.5000000000000004 0.50000000000000022 1.4650000000000007 475.00000000000006 350.00000000000006 2.1050000000000009 1.7300000000000004 3.9000000000000008 0.88500000000000023 1.2450000000000008 1.3550000000000006 0.50000000000000011 3.9000000000000004 3.3000000000000007 2.9000000000000004 -0.83333333333333315 2.5000000000000004 1.7700000000000007 0.90000000000000013 1.0250000000000006 3.7000000000000006 1.4650000000000007 2.5000000000000004 2.9000000000000004 2.0050000000000012 2.9000000000000004 5.5000000000000009 1.3 decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 8 10 9 -4 -8 28 -13 14 15 17 -17 -2 19 20 -15 -21 23 -20 -16 -26 -10 -24 -5 -6 right_child=1 2 6 11 29 -7 7 -9 26 -11 -12 12 -14 18 24 16 -18 -19 22 21 -22 -23 27 -25 25 -27 -28 -29 -30 -31 leaf_value=0.017743574431345385 -0.01735213080487135 0.0085678841906705744 -0.0043509308042077493 -0.00084778617834667803 -0.027331855927662102 -0.0025155252644073218 -0.015067138399776938 -0.02237492613976675 -0.020795643138814005 0.020783961342599574 0.00011164076834572834 0.0021323646480476701 0.030595708933181986 -0.0033679330473012988 -0.013237541754219134 0.010892044883159027 -0.017115886513905269 -0.0026667890170666308 -0.0028287533731675548 -0.015593063883729547 0.0099644632879050919 0.0030496941260088144 2.2359135332744689e-05 0.0015134279271481177 0.032412067672294154 0.0034049035506931425 -0.0017773312628172157 0.0057725153795097949 0.018494213973662538 -0.007941033484097965 leaf_weight=5.2568244338035575 14.861662358045576 40.648728139698505 163.24603186547756 16.932046972215179 7.3530604094266874 55.105391841381788 12.192897759377955 10.834566093981264 20.809502914547924 5.5513757467269889 390.25007063522935 4.9122882187366477 9.599647540599106 45.452988654375076 7.7831339240074149 38.825044929981232 8.2486244738101941 95.203838929533958 716.20683673024178 19.249860987067223 106.73398649692535 33.000923156738281 5470.8816487342119 209.48130935430527 8.6613032519817335 340.97827842831612 8.2813251391053182 64.917667463421822 6.2885434031486502 5.1602827459573746 leaf_count=17 43 163 582 70 26 234 57 36 92 17 1533 16 44 143 26 111 23 274 2847 54 315 93 18158 707 27 1012 50 190 33 24 internal_value=-4.40794e-05 -5.58595e-05 -0.00138819 0.0025605 -0.0002983 0.00218951 -0.00233149 -0.00092569 -0.00526741 -0.0035243 -0.000348234 0.0107634 0.0209609 8.46319e-05 0.00215451 -0.00146411 0.00598427 -0.00464969 -7.51482e-05 0.00347755 0.00598254 -0.00381854 -0.000187554 -0.00184613 0.00374542 0.00412347 -0.0153817 8.97905e-05 0.00439037 -0.0193354 internal_weight=7942.91 7937.65 757.166 146 108.267 95.7541 611.166 413.278 197.888 168.797 402.443 37.7325 14.5119 7180.49 514.562 157.139 47.0737 110.066 6665.93 204.438 152.187 52.2508 6461.49 925.688 357.423 349.64 29.0908 5535.8 23.2206 12.5133 internal_count=27017 27000 2977 610 447 397 2367 1626 741 599 1590 163 60 24023 1516 451 134 317 22507 605 458 147 21902 3554 1065 1039 142 18348 103 50 is_linear=0 shrinkage=0.03 Tree=426 num_leaves=12 num_cat=0 split_feature=7 3 9 0 13 12 2 5 0 5 10 split_gain=1.55646 1.53201 1.69907 1.59597 2.53743 3.96649 2.23138 1.61486 2.89889 2.4318 1.58393 threshold=3.7000000000000006 1.0000000180025095e-35 10.500000000000002 875.00000000000011 1.7000000000000004 3.7000000000000006 0.90000000000000013 0.76500000000000024 350.00000000000006 0.79500000000000004 0.33333333333333326 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 3 7 5 -5 -6 8 -3 -9 -1 right_child=-2 2 -4 4 6 -7 -8 9 -10 -11 -12 leaf_value=0.0010624790895986424 0.014372274090004267 -0.0020523337915767203 -0.014649726626931937 0.0056157752056226846 -0.013135321539880913 -0.0093625707954233996 0.004488137226235301 -0.0075597198275124799 0.0074133487261461113 -0.00013156383022743843 0.018694274551556294 leaf_weight=10.850301012396814 6.7461242228746405 50.976331740617752 7.1788946539163581 27.926958337426186 6.688188523054122 36.984386697411537 194.61532855033875 39.847409546375275 67.91025035828352 8671.5088441595435 7.9417957365512839 leaf_count=33 21 144 30 93 19 118 689 113 200 25531 26 internal_value=-3.23486e-05 -4.3001e-05 -6.06645e-05 -4.91509e-05 0.00223944 -0.0029184 0.00390261 -0.000118147 0.00335464 -0.000165542 0.00851392 internal_weight=9129.17 9122.43 9103.64 9096.46 266.215 64.9113 201.304 8830.24 118.887 8711.36 18.7921 internal_count=27017 26996 26937 26907 919 211 708 25988 344 25644 59 is_linear=0 shrinkage=0.03 Tree=427 num_leaves=31 num_cat=0 split_feature=6 8 9 4 3 4 5 4 4 10 10 8 10 12 9 12 5 3 8 10 5 11 11 10 9 4 12 12 4 10 split_gain=0.731933 1.3291 1.29478 0.753567 4.20823 3.99751 4.79898 3.91503 4.34186 4.81414 3.01177 3.60183 3.55899 3.85297 3.30024 2.91989 2.87263 3.28922 2.40214 2.39429 4.04706 3.30135 2.27882 2.2518 1.47743 1.47293 2.50839 0.708501 0.522138 0.139206 threshold=1.0000000180025095e-35 5.7000000000000002 4.5000000000000009 1.8050000000000004 0.70000000000000007 1.7750000000000004 2.1750000000000012 2.1050000000000009 1.9850000000000003 -0.33333333333333309 -1.1666666666666663 8.3000000000000025 1.0000000180025095e-35 3.7000000000000006 7.1000000000000005 3.5000000000000004 1.0550000000000006 2.3000000000000003 9.1000000000000014 2.1666666666666674 1.6600000000000006 1.0000000180025095e-35 -0.66666666666666619 -2.8333333333333326 5.3000000000000016 2.2850000000000006 2.7000000000000006 3.9000000000000008 2.1550000000000011 -0.49999999999999994 decision_type=2 2 2 2 2 2 2 2 2 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 7 19 16 8 22 -10 11 15 14 -14 -12 -6 29 -18 -13 23 21 -21 -5 -2 -25 28 -27 -22 -9 -7 right_child=3 -3 -4 4 10 6 -8 25 9 -11 12 18 13 -15 -16 -17 17 -19 -20 20 27 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.025481139194189293 -0.015633875188179078 0.0061544324593027448 -0.003557297107772194 -0.012992288387413762 0.001691707572344862 -0.018727023113626302 0.015414194749360052 -0.011551842354276708 0.025547393172951727 -0.0019873748627088766 -0.00035344490387826283 -0.02070892674852888 0.0049145274769171526 -0.00041678920867133155 -0.0086871599136792241 0.010155080968058517 -0.0039425877495352576 -0.02286199864285695 0.0044629241087058525 -0.0090262030559891317 0.013522573085420229 0.010965266453333233 -0.0010755362614401347 0.0004149512019981085 -0.00054209747817355897 -0.018735110016331089 0.0068817685589253911 0.027272733794424554 -0.021674804060212528 -0.025785043362938107 leaf_weight=4.2250305041670781 8.25529597699642 4.9339072629809371 5.6886570602655411 21.981306284666061 64.648936212062836 4.8044663071632385 9.1819572150707227 6.9572602659463909 10.10064370930195 13.161062888801096 371.12422820180655 7.6724518761038762 263.86747008562088 226.92381761223078 48.337526939809322 84.825771890580654 92.56971138715744 9.081657260656355 6.1445658504962921 14.943450540304186 6.4467851221561414 14.794797301292418 42.108974575996399 3754.4948409795761 2366.8925483003259 6.6728391200304014 7.1013371348381042 7.072678342461586 13.453367017209528 5.2776742279529554 leaf_count=19 30 29 28 95 266 21 33 34 45 61 1534 38 1042 969 192 341 350 34 29 53 21 51 181 12863 8451 40 50 24 71 22 internal_value=8.55415e-05 -0.0065687 -0.0129008 9.87343e-05 0.000789342 -3.23996e-05 -0.0054345 -0.00450154 -0.00113321 0.00996871 0.00138833 0.00513997 0.000715314 0.00244952 -0.0013138 0.00649461 -0.00714779 -0.00563287 -0.00951475 7.34174e-05 0.00710659 0.000919566 -0.00516267 2.37833e-05 4.48992e-05 -0.0131086 -0.00552822 0.0207159 -0.0182242 -0.0224217 internal_weight=7503.75 14.8476 9.91369 7488.9 1195.08 6293.82 120.915 121.537 87.352 23.2617 1073.54 163.292 910.253 490.791 419.462 149.475 111.734 101.651 13.817 6172.9 43.2577 29.7382 64.0903 6129.64 6121.39 34.1848 13.7742 13.5195 20.4106 10.0821 internal_count=27017 76 47 26941 4988 21953 460 577 382 106 4411 674 3737 2011 1726 607 427 384 67 21493 149 104 276 21344 21314 195 90 45 105 43 is_linear=0 shrinkage=0.03 Tree=428 num_leaves=19 num_cat=0 split_feature=4 12 4 10 13 2 3 6 11 6 3 5 9 9 8 5 10 5 split_gain=1.65383 1.96108 1.73111 2.75075 3.51678 1.80662 1.86676 2.43463 1.78033 1.8516 1.51183 1.9657 0.924565 0.799847 1.12519 0.84687 0.597681 0.00264098 threshold=2.7150000000000003 6.5000000000000009 2.5850000000000013 1.1666666666666672 2.1000000000000005 3.3000000000000003 1.5000000000000002 0.90000000000000013 -3.4999999999999991 0.90000000000000013 1.9000000000000001 2.0650000000000008 5.5000000000000009 5.1000000000000005 7.9000000000000012 1.4650000000000007 -1.0000000180025095e-35 1.7000000000000004 decision_type=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 7 -7 -1 -10 13 -12 -6 14 15 -2 -8 -15 right_child=10 -3 3 -5 12 6 16 -9 9 -11 11 -13 -14 17 -16 -17 -18 -19 leaf_value=0.017465843594837674 -0.010926757279981224 0.014956567311156136 0.018501570844226146 0.02642740286024918 -0.022306145157002546 0.010844939292215172 -0.0085659932470729203 -0.014134294651816454 -0.00099678247508254133 0.00018091518345911468 0.014249601576148714 -0.0097984490074725303 0.0013246473636427613 -0.021713420902003861 -0.021588906305652314 0.013233356399207143 -0.023987091203276502 -0.022976578088428869 leaf_weight=5.2314382791519156 2.7241796664893645 7.8629413843154898 5.6554862372577208 5.7292885556817046 4.1702684611082077 7.221689350903036 3.5564113631844521 6.8356991484761238 1480.2920741066337 6379.3831670247018 5.2420364245772344 7.3463165089488029 2.3186225965619087 3.5385176837444297 3.362364174798131 2.5077879726886749 6.2144274935126287 2.5727952048182487 leaf_count=17 25 26 38 31 36 58 19 50 5809 20690 23 32 15 37 39 19 36 17 internal_value=-4.36383e-05 -1.82151e-05 -3.31072e-05 0.00929268 0.00120913 -5.42368e-05 -0.00830231 -0.00130174 -2.92477e-05 -4.08925e-05 -0.00741565 0.00021563 -0.0138623 -0.0139482 -0.0080483 0.000653674 -0.0183741 -0.0222452 internal_weight=7941.77 7914.47 7906.61 17.8737 12.1444 7888.73 23.8282 14.0574 7864.91 7859.68 27.294 12.5884 6.48889 14.7056 8.59433 5.23197 9.77084 6.11131 internal_count=27017 26825 26799 120 89 26679 163 108 26516 26499 192 55 51 137 83 44 55 54 is_linear=0 shrinkage=0.03 Tree=429 num_leaves=31 num_cat=0 split_feature=7 5 4 13 11 10 10 4 5 9 11 11 13 5 8 0 4 9 4 12 5 9 3 6 3 4 4 0 11 6 split_gain=1.52463 2.64805 2.60532 2.51255 2.33095 2.22285 2.01092 4.71143 4.46456 2.08475 4.8787 2.56144 1.99836 4.1928 5.13347 4.10221 2.95684 3.90649 2.78718 1.92791 3.14088 4.1325 3.46112 2.44202 3.96464 3.42905 1.91416 1.96625 1.73652 1.73341 threshold=1.3 0.54500000000000015 2.2350000000000008 3.3000000000000007 1.8333333333333337 -2.4999999999999991 1.5000000000000004 1.0550000000000004 1.8450000000000004 4.3000000000000016 1.5000000000000004 -0.83333333333333315 2.1000000000000005 1.4650000000000007 3.9000000000000004 525.00000000000011 2.0850000000000013 5.5000000000000009 1.7750000000000004 4.3000000000000016 1.9900000000000007 5.3000000000000016 1.9000000000000001 2.7000000000000006 2.1000000000000005 1.4250000000000005 2.265000000000001 350.00000000000006 0.50000000000000022 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 12 5 26 -1 9 -8 -9 10 -7 -11 13 15 -15 -3 18 -18 -14 20 23 -22 -23 24 -5 -25 29 -28 -21 -4 right_child=1 2 4 19 -6 6 7 8 -10 11 -12 -13 16 14 -16 -17 17 -19 -20 28 21 22 -24 25 -26 -27 27 -29 -30 -31 leaf_value=-0.0097683265724114524 0.014732069433349718 -0.0051998960007066898 0.023970857845061668 -0.0044763052567958666 -0.012516315817293646 0.00057875095390751911 -0.025678361570539831 0.00028427911799827664 -0.010634087627270139 -0.0024584136625636741 0.0096297610136224683 -7.3725267849030176e-05 -0.00012070620566402122 -0.0068671881702453688 0.011552639249778085 0.0074482083597149692 -0.0085413313263157341 0.0023973789138504904 0.0021811074085160069 -0.028263524034372749 0.031232699782727181 0.017740509729020526 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-0.00313219 -0.00219267 -5.00619e-05 0.00101774 -0.000495185 0.000174318 0.00317992 0.00800615 -0.00092055 4.17234e-05 -0.00448712 0.000177671 -0.00325067 -0.00273687 0.0080203 0.000837031 -0.00376072 -0.00585174 0.000724272 0.00474988 0.00366182 -0.0158944 0.0146628 internal_weight=9128.29 4691.52 4680.03 4436.77 167.083 4169.68 4147.71 200.179 192.171 3947.54 1161.42 2786.12 4512.95 190.68 87.5885 103.091 4322.27 125.965 4196.3 267.09 256.66 22.3056 17.0342 234.354 159.835 74.5192 159.722 143.925 10.43 15.7974 internal_count=27017 13436 13400 13581 621 12719 12654 615 589 12039 3363 8676 12779 548 251 297 12231 389 11842 862 815 88 72 727 489 238 600 546 47 54 is_linear=0 shrinkage=0.03 Tree=430 num_leaves=14 num_cat=0 split_feature=8 8 5 13 11 5 3 10 5 10 5 9 9 split_gain=0.722265 1.20259 1.26853 1.87879 0.892578 0.867421 2.16316 3.08682 1.86827 3.47014 1.83309 0.697058 0.500163 threshold=1.1000000000000003 1.7000000000000004 1.5450000000000002 2.9000000000000008 -3.1666666666666661 2.725000000000001 3.9000000000000004 -0.83333333333333315 2.5050000000000012 1.5000000000000004 2.475000000000001 6.5000000000000009 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 -2 11 8 7 -7 10 -10 -6 -3 -1 right_child=1 4 -4 -5 5 6 -8 -9 9 -11 -12 -13 -14 leaf_value=-0.00083914437429867777 0.024669151628162765 -0.017830462560942478 -0.004187711515070006 0.0029362613238014864 7.9579961908081255e-05 -0.0077391125565498889 -0.011331412950822987 0.011380466990279312 -0.0070308110061201778 0.020803586078383944 0.0095966505278784735 -0.00028182919197414734 -0.014099971580357373 leaf_weight=4.8319001644849759 6.1782151013612774 4.4584208577871305 6.1120921522378913 8.5129376053810102 7335.4935581572354 10.052356563508509 6.9920013695955268 31.147953376173973 58.219008274376392 4.3310005515813819 18.259908117353916 3.7511490136384964 5.4439208954572678 leaf_count=20 20 21 20 28 26300 44 36 126 273 16 71 19 23 internal_value=8.36463e-05 9.45455e-05 0.00729751 0.0120758 7.44932e-05 8.53666e-05 0.00409718 0.00671553 5.92972e-05 -0.00510354 0.000103212 -0.00981207 -0.00786446 internal_weight=7503.78 7493.51 20.8032 14.6912 7472.71 7464.5 48.1923 41.2003 7416.3 62.55 7353.75 8.20957 10.2758 internal_count=27017 26974 68 48 26906 26866 206 170 26660 289 26371 40 43 is_linear=0 shrinkage=0.03 Tree=431 num_leaves=25 num_cat=0 split_feature=11 8 13 7 9 4 12 9 8 5 11 10 6 4 5 4 3 5 11 4 10 9 5 5 split_gain=1.72198 1.60103 3.77061 3.71492 3.17144 3.21361 4.95389 4.10487 3.31747 2.54173 3.32115 4.00011 2.60565 2.45351 6.99409 2.96658 2.38257 2.2569 2.22341 2.21953 2.06781 1.5597 1.29658 1.07899 threshold=-3.4999999999999991 5.5000000000000009 5.1000000000000005 2.7000000000000006 4.3000000000000016 1.5250000000000006 1.9000000000000001 3.7000000000000006 4.3000000000000016 1.1750000000000005 -0.66666666666666619 -0.83333333333333315 3.3000000000000003 1.4750000000000008 1.2150000000000005 1.445000000000001 3.9000000000000004 0.7150000000000003 2.1666666666666674 0.78500000000000036 -2.1666666666666656 5.7000000000000002 1.6050000000000004 0.62500000000000033 decision_type=2 2 2 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 17 -4 5 13 7 -7 -8 10 11 -6 16 15 -15 -2 -11 23 20 -12 -19 -14 -20 -3 right_child=1 2 3 -5 9 6 8 -9 -10 12 19 -13 21 14 -16 -17 -18 18 22 -21 -22 -23 -24 -25 leaf_value=0.017204555125855659 -0.00019205126935547835 -0.0041696290121776645 0.030954777052487375 0.00054345830153689292 -0.0085190541983180268 -0.0019350157790989208 -0.00039310424395652189 0.018923126708516137 -0.006592606324813329 0.00095873619273025056 0.011091313051759337 0.0051551360202003191 -0.019223332938787745 0.01535057105988874 -0.0018295817913359634 -0.0070343648617717525 0.013593664414436723 -0.0076960287345586836 0.0018042953129862342 -0.0036433495962230832 -0.00052068403626907595 -0.00067019922961223668 -0.011431209258529617 -0.023781088534972482 leaf_weight=5.2062256932258597 1182.8134580403566 4.6112235113978368 6.6786994338035566 7.8810036182403564 23.685707770287991 18.65401865541935 119.87255979329348 15.587180934846399 220.73472217097878 3481.1526712477207 9.4965410530567151 102.89194994419813 9.1358051300048846 34.004893019795418 57.200098052620888 59.917474769055843 13.484065994620321 36.754045460373163 8.8403559252619726 295.40512244030833 2186.9845941253006 7.3660719990730277 27.024932451546192 5.5805100593715906 leaf_count=17 3869 28 20 32 85 73 482 56 970 10650 29 360 27 131 186 206 48 171 34 1070 8331 21 89 32 internal_value=-4.31602e-05 -5.44755e-05 -0.000724704 0.0144935 0.000216438 -0.000863056 -0.00331728 0.00755997 -0.00441077 0.000684305 -0.00148858 0.00259637 0.000951329 -0.000173397 0.00457587 -0.000521949 0.00100749 -0.000822322 -0.00075879 -0.00318442 -0.000639278 -0.0109416 -0.00816882 -0.0149079 internal_weight=7940.96 7935.76 2284.36 14.5597 5651.4 1708.78 374.848 34.2412 340.607 3942.62 431.479 126.578 3511.14 1333.94 91.205 1242.73 3494.64 2269.8 2259.6 304.902 2223.74 16.5019 35.8653 10.1917 internal_count=27017 27000 8737 52 18263 5973 1581 129 1452 12290 1544 445 10746 4392 317 4075 10698 8685 8625 1099 8502 48 123 60 is_linear=0 shrinkage=0.03 Tree=432 num_leaves=12 num_cat=0 split_feature=7 3 9 9 0 13 8 2 5 5 3 split_gain=1.49723 1.46559 1.64257 1.55198 1.52022 2.42646 3.89202 2.14171 1.58094 3.34501 1.75339 threshold=3.7000000000000006 1.0000000180025095e-35 10.500000000000002 4.7000000000000002 875.00000000000011 1.7000000000000004 4.5000000000000009 0.90000000000000013 2.9150000000000005 3.1450000000000005 3.9000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 -1 8 6 -6 -7 10 -10 -3 right_child=-2 2 -4 -5 5 7 -8 -9 9 -11 -12 leaf_value=0.0011111814013119068 0.014131236548975966 -8.2468042500944547e-05 -0.014453082025335044 0.01865332153859716 0.015085410614077942 -0.01285858826887511 -0.005861178669280845 0.0043937296321776009 -0.018907207620406728 0.010449220796592169 -0.012036590355811201 leaf_weight=11.013604015111925 6.713549092411994 8800.9145355895162 7.1290752515196791 7.7211850583553305 9.3219727575778943 6.6995034515857688 55.599901646375656 194.12756376713514 10.923183664679529 5.1357095018029204 11.056826330721377 leaf_count=34 21 25845 30 25 30 19 181 689 51 29 63 internal_value=-3.09108e-05 -4.13365e-05 -5.85917e-05 0.00834084 -4.73071e-05 0.00218832 -0.00285351 0.0038182 -0.000114606 -0.00951888 -9.74675e-05 internal_weight=9126.36 9119.64 9100.91 18.7348 9093.78 265.749 64.9219 200.827 8828.03 16.0589 8811.97 internal_count=27017 26996 26937 59 26907 919 211 708 25988 80 25908 is_linear=0 shrinkage=0.03 Tree=433 num_leaves=22 num_cat=0 split_feature=5 5 12 8 12 3 3 9 8 8 11 11 3 6 0 9 13 5 3 4 5 split_gain=0.717959 4.72762 4.3327 2.50969 2.94704 3.14147 2.6193 2.25993 2.33282 1.74946 1.22828 1.12961 3.25443 4.20889 1.0244 0.832112 3.6354 1.66759 0.485451 0.00288614 0.000540204 threshold=2.6050000000000009 2.5350000000000006 3.3000000000000007 7.3000000000000016 3.5000000000000004 3.9000000000000004 1.9000000000000001 9.3000000000000025 5.9000000000000012 5.1000000000000005 3.1666666666666674 2.5000000000000004 1.9000000000000001 1.3 350.00000000000006 3.7000000000000006 1.1000000000000003 0.97000000000000031 2.3000000000000003 1.4350000000000007 2.5600000000000009 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 4 6 7 -2 8 -6 -7 11 15 -13 -14 -4 16 -1 -17 -8 -16 -21 right_child=3 2 14 -5 5 9 18 -9 -10 -11 -12 12 13 -15 19 17 -18 -19 -20 20 -22 leaf_value=0.014349244604231409 0.0092608625290602192 0.011628568378535124 -0.009246361903183337 -0.015348789387678065 0.00464949751577252 -0.023273080423038772 -0.024263409561390892 0.02912028267638395 0.021707906273636612 0.0043345872670901078 -0.011358276294458632 0.020246000428660104 0.012179263886515548 -0.010466425519876801 -0.023685370517581045 0.0023155364302273351 0.00057994817630395586 -0.00017244188724418834 -0.010258304647302121 -0.024848664771311649 -0.024377473576836239 leaf_weight=17.486802451312542 5.1901709884405127 5.0156641900539425 5.8626839369535473 6.188678450882434 33.754493713378906 4.1257343888282758 4.6407734155654889 5.2654191255569449 9.1767330765724164 4.1374673470854759 8.4157518148422223 9.7160302102565748 14.008622393012049 15.625625982880591 4.528949297964572 253.09375056624413 1314.4328671470284 5769.9329034015536 4.2834731489419937 4.4748256802558881 4.28837850689888 leaf_count=59 23 24 27 28 145 24 22 19 34 20 36 31 47 54 24 943 4650 20746 21 20 20 internal_value=8.28305e-05 5.29968e-05 -0.0131932 0.00296927 0.00457559 0.00764074 -0.00768552 0.0105709 0.00829581 -0.00944965 9.62468e-05 0.000109284 0.00517864 0.000238584 -0.0196928 8.21617e-05 0.000760726 -6.78945e-05 -0.0175412 -0.0243003 -0.0246181 internal_weight=7503.65 7426.88 24.1705 76.7629 70.5743 56.4598 14.1144 48.1966 42.9312 8.2632 7402.71 7394.3 39.3503 29.6342 19.1548 7354.95 1331.92 6023.03 8.92425 13.2922 8.7632 internal_count=27017 26681 115 336 308 242 66 198 179 44 26566 26530 132 101 91 26398 4709 21689 43 64 40 is_linear=0 shrinkage=0.03 Tree=434 num_leaves=26 num_cat=0 split_feature=11 11 3 8 13 0 11 10 9 0 10 9 13 12 2 7 9 9 2 7 5 5 0 12 0 split_gain=1.68161 1.88131 1.83044 2.86046 2.88968 3.17142 3.12113 2.4846 2.93013 2.19129 2.38422 6.07823 2.22625 4.29604 1.98675 1.58232 1.57106 3.32364 2.92753 2.3078 2.30953 1.88684 3.97514 0.915877 0.9138 threshold=3.5000000000000009 2.1666666666666674 2.7000000000000006 6.7000000000000002 2.3000000000000007 350.00000000000006 -1.0000000180025095e-35 1.8333333333333339 9.3000000000000025 875.00000000000011 -1.4999999999999996 6.5000000000000009 0.90000000000000013 2.5000000000000004 3.3000000000000003 1.7000000000000004 5.1000000000000005 6.9000000000000012 1.5000000000000002 0.50000000000000011 1.5750000000000008 1.4750000000000008 475.00000000000006 4.3000000000000016 350.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 7 6 -6 -5 8 -4 12 11 -11 13 -1 -14 -12 21 19 -19 -18 -21 22 -3 24 -23 right_child=-2 16 3 4 5 -7 -8 -9 -10 10 15 -13 14 -15 -16 -17 17 18 -20 20 -22 23 -24 -25 -26 leaf_value=0.019860632420776892 0.016228386824840901 0.021487837541696236 0.0030587561299641013 0.0019435107636646325 -0.012233112655135447 0.013195954396127913 -0.021132821870280333 0.018235218168830093 -0.016230953086093253 -0.0029214062692841398 -0.0072869207241272492 0.04057998926042241 -3.7101692215398468e-05 -0.00025556842294151592 -0.0077471892434660839 0.0014081041157654108 0.019423785725552197 -0.022657199483823911 -0.00079827343981422969 -0.015808664878232889 0.0040372583350374719 -0.02165134435688789 -0.013429820859718748 -0.0027546583388360626 -0.01014457337318856 leaf_weight=14.80542256683111 5.7124053388833991 5.3863385990262014 299.4702505171299 8.3986227065324801 7.1762650758028057 11.467665731906889 14.182925209403036 9.4312206804752332 7.2590534538030616 13.251503210514786 90.95422425493598 3.6973260790109626 7255.4115753099322 26.94169133156538 30.204536475241184 23.755982875823975 7.1075156629085532 9.8217117786407488 12.573417842388151 6.2919306457042685 32.7309665158391 9.2552052885293978 6.4457032606005669 8.6246888786554319 18.88645388931036 leaf_count=46 18 19 876 27 24 34 45 28 22 92 594 20 24342 93 199 189 21 28 37 20 100 29 25 27 62 internal_value=-4.27531e-05 -5.44689e-05 2.0818e-06 0.00209942 -0.0053332 0.00340801 -0.0125502 0.00306859 0.00260225 -9.84083e-05 -0.00393441 0.00656827 -2.94825e-05 0.00687855 -6.9066e-05 -0.00548622 -0.00382845 -0.000902412 -0.0103848 0.00370106 0.000837363 -0.00795427 0.00246586 -0.0113076 -0.0139289 internal_weight=7939.24 7933.53 7816.41 357.386 41.2255 18.6439 22.5815 316.161 306.729 7459.02 131.659 16.9488 7327.36 41.7471 7285.62 114.71 117.124 68.5255 22.3951 46.1304 39.0229 48.5984 11.832 36.7663 28.1417 internal_count=27017 26999 26631 1056 130 58 72 926 898 25575 895 112 24680 139 24541 783 368 206 65 141 120 162 44 118 91 is_linear=0 shrinkage=0.03 Tree=435 num_leaves=31 num_cat=0 split_feature=9 10 6 9 10 2 10 12 4 13 4 12 13 9 11 4 8 9 8 10 6 5 12 0 0 5 2 12 8 3 split_gain=1.48101 2.28395 2.21626 2.78201 3.62388 3.1339 2.25934 4.68577 4.8889 2.07386 5.94931 3.77255 1.92951 2.80968 1.97577 1.91866 2.13123 1.87317 4.47711 4.09396 3.50589 3.4512 4.3146 3.29973 2.54272 3.69684 5.16943 3.485 2.90682 2.92517 threshold=6.3000000000000016 -3.1666666666666661 2.3000000000000003 4.9000000000000012 -1.4999999999999996 1.7000000000000004 -1.4999999999999996 3.3000000000000007 1.0650000000000006 3.7000000000000006 0.92500000000000027 3.7000000000000006 4.9000000000000012 4.3000000000000016 1.1666666666666672 0.81500000000000028 3.1000000000000005 6.7000000000000002 4.1000000000000005 -0.83333333333333315 0.70000000000000007 1.1950000000000005 2.5000000000000004 350.00000000000006 475.00000000000006 1.3350000000000006 0.3000000000000001 2.3000000000000007 2.3000000000000003 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 6 9 -5 -6 7 8 -3 10 -4 -11 14 -14 -8 16 -2 18 19 -17 -21 23 -23 -20 28 27 -27 -26 -19 -30 right_child=15 2 3 4 5 -7 12 -9 -10 11 -12 -13 13 -15 -16 17 -18 24 21 20 -22 22 -24 -25 25 26 -28 -29 29 -31 leaf_value=-0.016124814096406238 0.0024412078213574767 -0.0076502601367078264 0.016463368500993857 -0.022529797378222763 -0.0019614304229873198 -0.012544165558539546 -3.0855670018113001e-05 -0.0025902187750264606 0.0059939800828521551 0.00054524191127276517 -0.0061834406538875215 0.017224204904642489 0.00071647758111664653 0.019601496222265122 0.0016945531757296876 -0.018889178195857986 -0.015780700754736973 0.020435487978457522 0.023341977767223885 -0.02022267275076825 -0.0027377791138477976 -0.0061678361214392748 0.0011183219325051382 0.00085158234646948497 -0.0028265090016494371 -0.024460983635614945 -0.00037494721395853181 -0.020575181608952709 0.002943151353606985 -0.0017771817495406419 leaf_weight=7.7573412507772437 9.101899132132532 26.152693718671799 11.762599021196364 9.4576833918690664 170.39844577014446 29.5521370023489 5875.6592820733786 112.94517713785172 245.50375705957413 253.17048510909081 92.837846219539642 12.823251709342001 19.113745599985126 11.271496057510374 664.89370642602444 21.970055982470512 15.812806755304335 7.1805326491594306 10.229651987552645 11.592740029096602 94.069580353796482 110.64061617851257 215.83504676818848 13.780154421925543 24.340062096714973 8.146867021918295 513.48943057656288 16.848950728774071 322.48502257466316 186.47647646069527 leaf_count=23 33 74 37 33 539 90 16999 345 701 720 283 40 54 32 1974 70 59 25 28 34 312 320 683 41 69 31 1699 51 943 675 internal_value=-2.99477e-05 0.000145077 0.000161826 -0.00161983 -0.00438383 -0.00352553 0.000310393 0.00254528 0.00468043 -5.80037e-05 -0.00363675 0.00134932 0.000179584 0.00772193 0.000144544 -0.0008645 -0.00912383 -0.000732343 -0.00229546 -0.00710615 -0.00465613 -0.000543603 -0.00135091 0.0104339 -3.9688e-05 -0.00143433 -0.000751121 -0.0100869 0.0014811 0.00121369 internal_weight=9125.3 7543.3 7535.54 580.002 209.408 199.951 6955.54 384.602 271.656 370.594 104.6 265.994 6570.94 30.3852 6540.55 1582 24.9147 1557.09 478.118 127.632 105.662 350.485 326.476 24.0098 1078.97 562.825 521.636 41.189 516.142 508.961 internal_count=27017 21944 21921 1742 662 629 20179 1120 775 1080 320 760 19059 86 18973 5073 92 4981 1488 416 346 1072 1003 69 3493 1850 1730 120 1643 1618 is_linear=0 shrinkage=0.03 Tree=436 num_leaves=26 num_cat=0 split_feature=6 4 8 4 2 11 4 8 7 4 4 9 3 9 10 12 4 4 12 10 5 10 8 6 5 split_gain=0.707816 1.34265 0.740787 2.31301 3.17371 3.65733 3.01738 2.35737 3.34111 1.15058 4.32579 4.75117 4.01689 3.2793 3.27074 3.91251 3.16564 4.05333 2.87398 2.28122 3.82648 2.1978 1.92468 0.928329 0.254972 threshold=1.0000000180025095e-35 1.7000000000000004 8.7000000000000011 1.5150000000000008 2.3000000000000003 -0.33333333333333331 2.5350000000000006 9.3000000000000025 1.3 1.8050000000000004 1.7750000000000004 7.9000000000000012 0.70000000000000007 4.3000000000000016 -1.1666666666666663 3.3000000000000007 2.1050000000000009 1.9850000000000003 3.5000000000000004 2.1666666666666674 1.6600000000000006 -2.8333333333333326 7.5000000000000009 1.1000000000000003 1.5450000000000002 decision_type=2 2 2 2 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 9 -4 7 -6 -7 23 -9 10 19 13 16 -12 18 -16 17 -11 -14 21 -21 -2 -18 -5 -3 right_child=2 24 3 4 5 6 -8 8 -10 12 11 -13 14 -15 15 -17 22 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=0.00092540086788048086 -0.015492685032795528 -0.010111726429869522 0.016505770074695673 -0.023640012906047159 -0.013724788799718961 0.030856133804161634 -0.00086974733044604892 0.008246517853991317 -0.016631631988552279 -0.0051823910414510246 -0.014555209202770602 0.019268416656768341 0.00097170008046459477 -0.003611509188520148 0.0032301363043503784 -0.00082794600755842879 -0.015817737813361963 0.0096525848538789507 0.0092198542843672775 0.0008923550009358052 0.020078687720468755 4.3852326058605232e-05 0.0033602345869663815 -0.010742127777137511 -0.022733894659405337 leaf_weight=8.8583154529333097 8.2055206000804883 2.4569416344165793 4.9383074343204489 9.2727696001529711 5.4878599159419563 5.8883984833955747 4.9796649441123009 11.65168881416321 8.3331290036439878 62.669316247105598 36.276390790939331 6.4926367104053488 67.516767032444477 76.845260053873062 369.69831834733486 507.14018763229251 26.050539545714859 22.537129238247871 87.026381492614746 29.751278296113014 13.646459862589834 6107.6523625776172 5.7491378486156455 10.956842809915541 3.4810801669955254 leaf_count=34 30 19 19 52 35 29 27 50 44 270 142 23 278 291 1444 2120 140 101 351 104 45 21255 39 52 23 internal_value=8.14904e-05 -0.00647356 9.44419e-05 -0.00318431 -0.00490316 0.00623887 0.0163196 -0.00943482 -0.002127 0.000121595 -3.80919e-05 -0.00568858 0.00099469 -0.00712099 0.0015923 0.000883049 -0.00427309 -0.00125854 0.0056164 7.16419e-05 0.00692552 2.30073e-05 -0.0123505 -0.0166542 -0.0175113 internal_weight=7503.56 14.7963 7488.77 61.5087 56.5704 16.3559 10.8681 40.2144 19.9848 7427.26 6278.87 119.614 1148.39 113.122 1031.38 876.839 117.006 85.2064 154.543 6159.26 43.3977 6115.86 31.7997 20.2296 5.93802 internal_count=27017 76 26941 308 289 91 56 198 94 26633 21890 456 4743 433 4193 3564 550 371 629 21434 149 21285 179 104 42 is_linear=0 shrinkage=0.03 Tree=437 num_leaves=31 num_cat=0 split_feature=11 7 9 10 5 5 9 0 8 4 5 12 9 8 2 8 13 6 10 8 5 13 4 4 9 9 9 12 5 2 split_gain=1.64622 1.56233 3.07074 3.63692 5.52424 3.16176 2.70951 3.18189 3.80481 3.71161 2.71518 3.60301 2.55691 4.39179 2.48864 3.16469 3.98697 5.61858 2.96157 2.77 4.07989 4.162 3.8149 3.21216 3.30547 2.45066 7.51032 2.31552 1.9739 1.2471 threshold=-3.4999999999999991 2.1000000000000005 3.5000000000000004 0.50000000000000022 1.4650000000000007 0.98000000000000043 6.5000000000000009 350.00000000000006 2.7000000000000006 2.0250000000000008 2.1350000000000011 2.9000000000000008 2.9000000000000004 4.5000000000000009 0.50000000000000011 3.9000000000000004 3.3000000000000007 2.9000000000000004 -0.83333333333333315 2.5000000000000004 2.055000000000001 1.5000000000000002 1.0350000000000008 0.68500000000000016 3.7000000000000006 2.5000000000000004 2.9000000000000004 2.9000000000000008 1.5250000000000006 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 14 3 4 5 -3 7 8 -4 -9 11 -8 13 -5 15 16 18 -18 -2 20 21 -16 -22 28 -25 -17 -27 -14 -21 -6 right_child=1 2 6 12 29 -7 10 9 -10 -11 -12 -13 27 -15 19 25 17 -19 -20 23 22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.016871629166024114 -0.017064387090721854 -0.0062426197040737208 0.013523586634716919 -0.014825780704766462 -0.027117760444325754 0.0057168246143898304 3.1529044821782871e-05 -0.00067833719363317307 -0.0073926335994082644 -0.013326842250974668 -0.014517492623358955 0.015212788563041917 0.010937658154196965 0.01926411731077779 0.023853325390172528 -0.013045500775258677 0.010603939944338255 -0.016706458042045208 -0.0026428612212915144 0.019739262691464372 -0.024738723814562193 0.003784947939495362 0.00067797795119830563 -0.001885083199102691 5.8396210660772221e-05 0.031463839499665427 0.0033171709159081166 0.032135309977857462 0.00099428920933486539 -0.0077845151017238816 leaf_weight=5.1753693819046012 14.810426235198973 28.207966217771173 8.2229566574096662 7.6908706948161107 7.2479554116725904 67.511877380311489 40.56026129424572 348.08580463379622 162.64919706434011 22.212174315005541 6.9167669862508765 21.542991399765015 17.845468938350681 6.0979582965373993 9.8331540524959546 7.739886909723281 38.906638890504837 8.2104669809341413 95.154288366436958 11.70779472589493 8.3403252959251422 171.79049044847488 14.651131331920622 918.76659774407744 5517.7523262761533 8.7507725059986097 341.16165655851364 6.2664127945899954 8.8986911773681623 5.1269836872816086 leaf_count=17 43 125 26 30 26 272 133 1314 630 165 21 78 72 29 28 26 111 23 274 35 24 510 43 3539 18303 27 1012 32 25 24 internal_value=-4.26044e-05 -5.36395e-05 -0.00135064 0.00255769 -0.000246057 0.00219246 -0.00228576 -0.00299968 -0.00638607 -0.00143705 0.00331199 0.00529775 0.0105541 0.000250103 8.30255e-05 0.00209281 -0.00145666 0.00584492 -0.0045852 -7.22647e-05 0.00336425 0.00487146 -0.00854212 -0.000181162 -0.000219021 0.00365174 0.00402108 0.0164467 0.0116444 -0.0191079 internal_weight=7937.84 7932.66 756.186 145.995 108.095 95.7198 610.19 541.17 170.872 370.298 69.02 62.1033 37.9007 13.7888 7176.47 514.734 157.082 47.1171 109.965 6661.74 204.615 181.624 22.9915 6457.13 6436.52 357.652 349.912 24.1119 20.6065 12.3749 internal_count=27017 27000 2977 610 447 397 2367 2135 656 1479 232 211 163 59 24023 1516 451 134 317 22507 605 538 67 21902 21842 1065 1039 104 60 50 is_linear=0 shrinkage=0.03 Tree=438 num_leaves=15 num_cat=0 split_feature=13 6 11 10 5 11 8 8 10 12 5 2 7 13 split_gain=1.46093 1.51653 2.7639 2.92106 4.19383 3.54085 1.62582 1.91233 3.47359 3.23023 1.6971 2.73314 1.63551 0.979619 threshold=6.1000000000000005 3.1000000000000005 -0.83333333333333315 -1.0000000180025095e-35 1.5850000000000006 1.0000000180025095e-35 1.0000000180025095e-35 1.7000000000000004 1.0000000180025095e-35 2.3000000000000007 0.74500000000000033 1.7000000000000004 0.3000000000000001 4.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 -3 4 -4 -5 -1 8 9 -8 11 -9 -12 -7 right_child=-2 2 3 5 -6 13 7 10 -10 -11 12 -13 -14 -15 leaf_value=0.014828136510647105 0.012117541431724175 0.0099360528138166017 -0.027356112913253329 -0.014293392566296545 0.0016338324386210941 -0.0011387261260385959 0.01212032182089774 0.0015103021427855809 -0.020604964876215839 -0.013054473309936256 -0.0032573451852436338 0.014864066998888779 1.3969660401853132e-05 0.014238832363903203 leaf_weight=6.6400739699602118 8.9024043381214124 9.290278494358061 12.387480005621912 11.300510853528978 7.0455766245722762 6.3884517401456824 9.8942693471908623 68.287274062633514 11.418530389666556 8.5520298331975919 139.7313037738204 17.286014437675476 8797.8739250898361 8.9543398916721326 leaf_count=20 25 28 39 36 25 21 29 192 34 26 490 60 25966 26 internal_value=-2.95037e-05 -4.13673e-05 -0.0049913 -0.00800107 -0.0168456 -0.00155003 -1.11167e-05 -2.20008e-05 -0.00760088 0.000448843 3.08374e-06 0.0042078 -3.71744e-05 0.0078359 internal_weight=9123.95 9115.05 55.3666 46.0764 19.4331 26.6433 9059.68 9053.04 29.8648 18.4463 9023.18 85.5733 8937.61 15.3428 internal_count=27017 26992 175 147 64 83 26817 26797 89 55 26708 252 26456 47 is_linear=0 shrinkage=0.03 Tree=439 num_leaves=21 num_cat=0 split_feature=13 6 4 12 2 4 13 13 13 8 2 9 8 6 0 9 12 13 4 4 split_gain=0.692218 2.51754 6.80883 2.09833 2.76707 2.6073 2.42177 1.27624 1.10367 3.17093 3.66655 5.9923 3.71519 1.59183 6.08669 3.9364 3.04161 1.61334 3.53261 1.78165 threshold=5.3000000000000016 3.3000000000000003 1.1150000000000007 2.3000000000000007 1.1000000000000003 1.2350000000000005 5.5000000000000009 5.9000000000000012 4.7000000000000011 2.5000000000000004 1.1000000000000003 4.5000000000000009 6.1000000000000005 2.7000000000000006 575.00000000000011 5.1000000000000005 1.3000000000000003 4.3000000000000016 0.8650000000000001 1.0750000000000008 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 4 5 -2 -5 -8 13 -10 11 -11 -12 17 16 -16 -15 19 -19 -1 right_child=3 2 -4 6 -6 -7 7 -9 9 10 12 -13 -14 14 15 -17 -18 18 -20 -21 leaf_value=-0.00098829719032658562 0.005500987025194669 0.029867596091254622 -0.0097585784400201925 -0.022867968903312951 0.019615357183198099 -0.017608451756978564 0.0041327022002461819 -0.013028135440863996 0.023643108374553565 0.01614676735823823 -0.0071339912937175782 -0.0050615512202679402 0.014003105475612555 0.012760535881964312 0.027716555577878135 -0.0012672587618965747 -0.0072384655229894151 0.017183726867922373 -0.0041261434765063184 0.00035468205260934157 leaf_weight=1043.2937356680632 11.667545393109327 8.6917955577373487 7.0826399624347678 8.3128548264503497 6.4256370663642874 7.0482868850231162 9.4771170318126696 6.6280729919672003 6.3465142250061026 29.956114187836647 45.013427838683128 19.992058262228966 8.9764186739921552 7.3367656469345084 8.5754799544811267 8.2981387227773649 101.96662789583206 7.3767385035753241 137.54938548803329 6013.536030922085 leaf_count=3549 39 25 26 31 23 27 33 25 21 100 159 68 35 24 28 31 352 25 494 21902 internal_value=7.9985e-05 0.00010348 0.0120756 -0.0034538 0.00262971 -0.00320191 -0.00971754 -0.00292982 7.80904e-05 0.00305689 0.00179988 0.00765801 -0.00361971 3.32599e-05 -0.00330721 0.0134628 -0.00589607 9.1786e-05 -0.00304147 0.000156134 internal_weight=7503.55 7453.99 15.7744 49.5595 25.1415 18.7158 24.418 16.1052 7438.22 110.285 103.938 49.9482 53.9898 7327.93 126.177 16.8736 109.303 7201.76 144.926 7056.83 internal_count=27017 26839 51 178 89 66 89 58 26788 383 362 168 194 26405 435 59 376 25970 519 25451 is_linear=0 shrinkage=0.03 Tree=440 num_leaves=15 num_cat=0 split_feature=11 4 12 4 10 13 4 0 4 3 3 13 11 5 split_gain=1.5892 1.5585 1.868 1.69712 2.57153 3.36344 1.85198 3.69934 2.23628 1.47376 1.92964 0.800792 0.554714 0.00210346 threshold=-3.4999999999999991 2.7150000000000003 6.5000000000000009 2.5850000000000013 1.1666666666666672 2.1000000000000005 2.0850000000000013 200.00000000000003 2.0650000000000008 1.9000000000000001 2.5000000000000004 3.1000000000000005 0.50000000000000022 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 6 5 -5 8 -8 -2 11 -11 12 13 -3 right_child=1 9 -4 4 -6 -7 7 -9 -10 10 -12 -13 -14 -15 leaf_value=0.016617151545067071 -1.2241491185835508e-06 -0.021575107738214902 0.014630709436159881 0.018027717175998891 0.025597351171416247 -0.013671037674567054 0.007410993573697836 -0.0034463022494335468 0.0086845239397355216 0.0097623532778461121 -0.014295780042265647 0.0015192507436011702 -0.0083694562321755331 -0.022709666893061312 leaf_weight=5.1504915356636038 7543.2063949033618 5.6637543532997388 7.8163157254457465 5.7103680558502692 5.8052987903356543 6.3767638728022575 31.44601795822382 277.35726561024785 26.772690020501614 7.6057215332984907 4.9555003494024277 2.5393529608845702 4.2670614644885063 1.9865392893552778 leaf_count=17 24836 65 26 38 31 51 143 1553 130 35 20 23 35 14 internal_value=-4.17029e-05 -5.25207e-05 -2.79348e-05 -4.24443e-05 0.00918647 0.00130452 -6.34028e-05 -0.00234068 2.94947e-05 -0.00724548 0.000271231 -0.0137766 -0.0170359 -0.0218697 internal_weight=7936.66 7931.51 7904.49 7896.67 17.8924 12.0871 7878.78 308.803 7569.98 27.0179 12.5612 14.4567 11.9174 7.65029 internal_count=27017 27000 26808 26782 120 89 26662 1696 24966 192 55 137 114 79 is_linear=0 shrinkage=0.03 Tree=441 num_leaves=12 num_cat=0 split_feature=7 3 9 10 0 10 12 9 9 10 6 split_gain=1.42184 1.40213 1.59353 1.53446 1.44725 2.00318 4.29653 3.08142 1.68066 2.35078 2.18284 threshold=3.7000000000000006 1.0000000180025095e-35 10.500000000000002 0.33333333333333326 725.00000000000011 -1.4999999999999996 3.7000000000000006 7.1000000000000005 6.3000000000000016 -2.1666666666666656 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 -1 8 6 -6 -7 10 -10 -3 right_child=-2 2 -4 -5 5 7 -8 -9 9 -11 -12 leaf_value=0.00083494057494585942 0.01382030183375845 0.00021107720182250388 -0.014276308955469875 0.018247680509601086 0.0042007324607829712 0.001411707721481089 -0.012099977408818732 0.0098776366426483863 0.0098559763885505552 -0.0011905217138661205 -0.001718652403243322 leaf_weight=10.809884265065195 6.6672838926315299 6566.9593254327774 7.0862271562218657 7.8713613897562018 30.178340703248978 380.90867378562689 28.106579408049583 43.069141998887062 17.548014566302299 1450.4921660125256 573.6448020786047 leaf_count=33 21 18849 30 26 104 1295 87 132 54 4662 1724 internal_value=-2.85177e-05 -3.86457e-05 -5.55046e-05 0.00817182 -4.44197e-05 0.00155483 -0.00365991 0.00227171 -0.000134011 -0.00105848 5.60512e-05 internal_weight=9123.34 9116.67 9097.99 18.6812 9090.91 482.263 58.2849 423.978 8608.64 1468.04 7140.6 internal_count=27017 26996 26937 59 26907 1618 191 1427 25289 4716 20573 is_linear=0 shrinkage=0.03 Tree=442 num_leaves=20 num_cat=0 split_feature=8 8 5 13 8 4 4 0 10 7 4 13 8 2 11 10 2 10 9 split_gain=0.687345 1.13953 1.19889 1.77623 0.868627 1.896 2.37766 2.85822 2.79513 1.82648 2.95848 2.73257 1.02464 3.08493 3.03908 1.44868 3.58632 2.18864 0.500405 threshold=1.1000000000000003 1.7000000000000004 1.5450000000000002 2.9000000000000008 2.5000000000000004 1.0650000000000006 1.3250000000000008 575.00000000000011 1.0000000180025095e-35 1.5000000000000002 0.94500000000000017 2.7000000000000006 3.9000000000000004 1.0000000180025095e-35 -1.4999999999999996 1.5000000000000004 1.3 0.83333333333333337 1.5000000000000002 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 -2 5 9 7 -7 -8 11 -11 -3 13 -6 -15 17 -17 -14 -1 right_child=1 4 -4 -5 12 6 8 -9 -10 10 -12 -13 15 14 -16 16 -18 -19 -20 leaf_value=-0.00065635457879751713 0.02386756709682733 -0.0026042615922164678 -0.0041015403907555537 0.0028079355778688002 -0.021505727766248092 -0.01127618583003611 0.010099008678419159 0.011553681621794935 -0.0075982349212371193 -0.012333827936130562 0.0062819716277061162 0.010915174596075897 4.2574563391475571e-05 -0.004832860002039952 0.0011300082816466004 0.010411143418464632 0.00067473109525648285 -0.0017865690945147242 -0.013964904007346181 leaf_weight=4.803085580468176 6.2433421015739468 25.654399409890175 6.0983493924140921 8.5277824252843839 5.5775478035211554 49.043787866830826 16.171930938959122 5.4877687841653815 15.958142772316931 18.477706953883175 13.152129054069517 28.296642124652863 4649.1126244179904 80.822719797492027 1595.5962641239166 39.272636994719505 255.94011633843184 674.10069157928228 5.4031810313463211 leaf_count=20 20 91 20 28 20 201 57 20 59 66 44 94 16994 294 5371 123 985 2487 23 internal_value=7.81221e-05 8.87186e-05 0.00708912 0.0117093 6.9168e-05 -0.00203657 -0.00516441 -0.00897871 0.00130926 0.00113077 -0.00459312 0.00448651 0.00011885 0.000768422 0.000842529 -7.56137e-05 0.00196998 -0.000189058 -0.00770188 internal_weight=7503.74 7493.53 20.8695 14.7711 7472.67 172.243 86.6616 54.5316 32.1301 85.5809 31.6298 53.951 7300.42 1682 1676.42 5618.43 295.213 5323.21 10.2063 internal_count=27017 26974 68 48 26906 632 337 221 116 295 110 185 26274 5685 5665 20589 1108 19481 43 is_linear=0 shrinkage=0.03 Tree=443 num_leaves=31 num_cat=0 split_feature=5 0 12 13 6 7 2 13 8 10 2 4 11 6 11 0 9 8 5 7 3 3 6 8 9 9 11 9 9 4 split_gain=1.53512 3.16159 4.16336 3.23797 4.79228 6.17278 3.07316 2.89505 4.21923 3.38917 3.26246 2.66434 2.01395 1.94816 4.03892 4.23045 3.99398 3.65724 3.64071 3.14941 2.92248 2.68206 2.64435 2.20647 2.31234 2.17708 2.04464 1.95744 1.94412 3.51063 threshold=0.99000000000000021 475.00000000000006 0.90000000000000013 4.7000000000000011 1.9000000000000001 1.5000000000000002 1.7000000000000004 3.5000000000000004 5.3000000000000016 -1.4999999999999996 0.90000000000000013 1.2550000000000006 -1.0000000180025095e-35 2.7000000000000006 -1.0000000180025095e-35 350.00000000000006 2.9000000000000004 3.9000000000000004 1.8450000000000004 1.3 0.70000000000000007 1.0000000180025095e-35 2.9000000000000004 5.5000000000000009 9.9000000000000021 3.1000000000000005 -0.66666666666666663 6.1000000000000005 4.3000000000000016 1.8850000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 11 -6 7 9 -9 -1 -11 -4 -10 21 18 17 -17 -16 20 -18 -15 -2 -19 28 25 -25 -22 -20 29 -23 right_child=13 2 3 -5 5 -7 -8 8 12 10 -12 -13 -14 14 15 16 19 22 27 -21 26 23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.01691670437677581 -0.017712423627313009 0.013309650216352225 -0.011453336883254332 -0.022362245346956428 -0.0069884042193170915 0.015279012706145451 -0.0071633264384221703 -0.0086518161962175315 0.023190847553830374 -0.000903192194785923 0.0075308496630473931 -0.0036958965417042875 0.00030865760001208862 0.011085545688073357 0.00347849424898932 0.0249442922556131 -0.0057261062218708246 0.0092168013206327774 0.02298771069979948 0.0061417516690178576 -0.0034984652267917847 -0.00030820954396763194 0.028599850994270624 -0.0056880837542042 0.014600295429089404 -0.00068351900689649233 -0.015002752914816026 0.0015566292702881433 0.00069962703757397841 -0.0079633176858662294 leaf_weight=6.9558143839240065 7.700580194592475 11.618095844984053 64.653729498386383 9.3802507817745191 21.977296099066734 22.85705591738224 40.243097975850105 43.846224009990692 6.103813648223877 65.273207351565361 112.28488250076771 103.85261456668377 7.9975350946187955 9.3849740475416166 18.628593385219574 6.5052889436483374 38.307354792952538 10.56336346268654 7.0493344664573661 42.398456871509552 48.926352739334099 1323.423593364656 15.82352466881275 81.383801653981209 8.723382428288458 2019.9813981950283 19.423964232206352 8.4137938469648343 3696.1196990013123 56.206722043454647 leaf_count=29 38 40 246 39 77 85 210 158 24 226 428 544 31 29 54 20 110 31 20 127 145 4415 47 376 28 7562 58 24 11481 315 internal_value=-4.10825e-05 -0.0016216 -0.00419825 -0.00511153 -0.00435305 0.00436377 0.000514226 0.00178853 -0.00406106 0.00362562 0.00443036 -0.00667233 0.0102133 6.90673e-05 0.00281527 0.00618657 0.00233134 0.0136555 -0.00196782 0.000508623 -0.00461235 -1.69908e-05 0.0208403 1.9722e-06 -0.000813354 -0.000877341 -0.00676778 0.0113266 0.000340919 -0.000620082 internal_weight=7936.01 517.044 234.339 222.721 213.341 44.8344 282.705 242.461 57.9476 184.514 177.558 168.506 14.1013 7418.96 225.425 132.227 87.2111 45.0155 93.1984 80.7058 77.7353 7193.54 26.3869 7185.84 2110.09 2101.37 68.3503 15.4631 5075.75 1379.63 internal_count=27017 2137 1031 991 952 162 1106 896 213 683 654 790 55 24880 665 389 257 132 276 237 232 24215 78 24177 7966 7938 203 44 16211 4730 is_linear=0 shrinkage=0.03 Tree=444 num_leaves=31 num_cat=0 split_feature=7 5 4 13 5 11 13 0 10 2 13 8 10 4 5 13 5 8 0 4 9 4 12 5 2 5 10 6 5 9 split_gain=1.40458 2.51302 2.40975 2.31168 2.2319 2.64258 2.85418 2.80524 2.14225 1.924 3.75812 2.8689 2.02252 4.57328 2.04229 1.91106 4.06027 4.87879 3.92259 2.9108 3.77239 2.60618 1.8822 5.0979 2.54427 3.34776 2.97815 2.27546 4.39562 2.06414 threshold=1.3 0.54500000000000015 2.2350000000000008 3.3000000000000007 2.1550000000000011 -0.83333333333333315 3.3000000000000007 350.00000000000006 -2.4999999999999991 0.3000000000000001 2.9000000000000008 5.7000000000000002 1.5000000000000004 1.0550000000000004 1.0350000000000008 2.1000000000000005 1.4650000000000007 3.9000000000000004 525.00000000000011 2.0850000000000013 5.5000000000000009 1.7750000000000004 3.3000000000000007 1.9900000000000007 1.3 1.4850000000000008 -0.33333333333333331 2.7000000000000006 1.8050000000000004 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 15 8 5 6 -4 -7 -1 10 11 -10 14 -14 -11 16 18 -18 -3 21 -21 -17 23 24 26 -26 -5 -24 -29 -25 right_child=1 2 4 22 -6 7 -8 -9 9 12 -12 -13 13 -15 -16 19 17 -19 -20 20 -22 -23 27 29 25 -27 -28 28 -30 -31 leaf_value=-0.0095823256075163957 0.014396524560900553 -0.005107143724825158 0.019310654031778396 -0.00019481630424549845 -0.0081896799203921376 0.01143019331180785 -0.0058678216539838702 0.00079066481600066705 -0.01251628352063687 0.0023742003698734239 0.01148347779845239 0.0046423845074222078 -0.025390804216575923 -0.0021311282331464023 -0.00016114203495605896 -0.00011478264062709247 -0.0066571319719577167 0.011320368036595739 0.0072725685123958515 -0.0084327385492778614 0.0023196243601584553 0.0021121263411152812 -0.013012169191522042 0.030657410691025646 -0.002899392058015884 0.012430709243413289 -0.0087391252080478935 0.024104617885742408 -0.010478825372167056 0.0056581673219748855 leaf_weight=21.96531680226326 11.408323116600512 68.219976589083672 19.035647958517078 63.957834661006927 12.801304012537001 28.647556349635124 5.1477114707231513 100.70953422784805 39.909388065338135 310.81994727253914 9.8581743985414487 11.239642500877379 7.9220249801874152 191.84134647995234 3573.3464580029249 3650.8448313772678 16.821373581886292 70.639999151229858 34.77886013686657 79.368457853794098 46.613543003797531 543.37635695934296 32.372791573405266 5.4716888070106489 37.45907923579216 19.491678059101105 86.191914409399033 4.9918485879898062 9.8041217997670156 6.5081193298101425 leaf_count=65 36 189 76 203 37 102 18 388 135 883 35 36 26 589 10950 10241 49 202 108 249 140 1601 119 18 105 59 272 16 45 25 internal_value=-2.85067e-05 0.000333488 0.000299185 -0.000411345 0.00384522 0.00484862 0.0139511 0.00314691 -0.000238178 -0.00018866 -0.00547693 -0.00874579 -0.000109662 -0.00305354 4.17419e-05 0.000168416 0.00310937 0.00786277 -0.000926977 3.87617e-05 -0.00445435 0.000173721 -0.00312149 -0.00195108 -0.00305173 0.00234741 -0.00509959 -0.00855756 0.0011889 0.0170764 internal_weight=9121.56 4688.41 4677.01 4433.15 166.342 153.54 24.1834 129.357 4166.9 4144.94 61.0072 51.149 4083.93 199.763 3884.17 4510.66 190.46 87.4614 102.999 4320.2 125.982 4194.22 266.249 219.08 207.101 56.9508 150.15 47.1688 14.796 11.9798 internal_count=27017 13436 13400 13581 621 584 94 490 12719 12654 206 171 12448 615 11833 12779 548 251 297 12231 389 11842 862 682 639 164 475 180 61 43 is_linear=0 shrinkage=0.03 Tree=445 num_leaves=20 num_cat=0 split_feature=6 4 7 11 11 8 4 2 11 8 4 4 9 3 4 10 10 5 5 split_gain=0.686003 1.31224 0.730991 4.95324 1.46618 0.833321 2.2643 2.71876 4.24743 2.30722 1.07364 4.27107 4.27245 3.7123 3.15864 3.1155 2.15629 0.380627 0.254847 threshold=1.0000000180025095e-35 1.7000000000000004 1.0000000180025095e-35 -0.66666666666666663 1.0000000180025095e-35 8.7000000000000011 1.5150000000000008 2.3000000000000003 -0.33333333333333331 9.3000000000000025 1.8050000000000004 1.7750000000000004 4.3000000000000016 0.70000000000000007 2.1050000000000009 -1.1666666666666663 -2.8333333333333326 1.7650000000000006 1.5450000000000002 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 10 -7 9 -9 -8 11 16 -13 14 -12 -15 -4 -6 -3 right_child=2 18 5 4 17 6 7 8 -10 -11 13 12 -14 15 -16 -17 -18 -19 -20 leaf_value=0.0008910848843128855 0.013511605163692861 -0.0099867169417638003 -0.015331858051702207 -0.025245132271047816 -0.013153720528794439 0.015985908454008661 -0.016503596125156141 -0.017419333483989122 0.015798367885867196 -0.0020815227417542753 -0.0010834092918270248 -0.014323943962178558 -0.0019093065297206711 0.0054742052592165105 -0.012207384101030259 0.00085932209620833647 0.00011078551579088455 -0.0013013425603372274 -0.022678269675344493 leaf_weight=8.8655896335840207 8.5644012019038218 2.4368698894977561 8.1486216187477094 6.828447803854945 4.7910070568323118 4.9863311201333991 19.992937192320824 5.0609080307185677 10.982222303748129 19.940462104976177 84.621815584599972 35.778008908033371 82.427722945809364 155.00386025756598 31.534254238009453 874.16218596696854 6130.9821184203029 4.9663238301873207 3.4256651923060417 leaf_count=34 30 19 30 29 19 19 104 34 56 94 369 141 311 628 179 3551 21325 22 23 internal_value=7.74075e-05 -0.0063908 9.01285e-05 -0.00501582 -0.0145828 0.000107334 -0.00338579 -0.0051114 0.00531963 -0.00930204 0.000136101 -1.84698e-05 -0.00566692 0.000980579 -0.00410337 0.00155437 9.02881e-05 -0.00712105 -0.0174028 internal_weight=7503.5 14.7281 7488.77 25.1502 16.5858 7463.62 60.9629 55.9765 16.0431 39.9334 7402.66 6257.34 118.206 1145.32 116.156 1029.17 6139.13 9.75733 5.86254 internal_count=27017 76 26941 100 70 26841 307 288 90 198 26534 21807 452 4727 548 4179 21355 41 42 is_linear=0 shrinkage=0.03 Tree=446 num_leaves=31 num_cat=0 split_feature=3 11 5 13 13 9 10 8 2 10 7 8 2 8 9 11 7 7 12 2 13 9 7 4 5 0 8 8 8 9 split_gain=1.50703 3.27662 7.46418 5.16477 3.5376 3.29999 2.63353 2.59449 3.7585 2.50815 6.044 6.1487 5.47857 5.81476 4.52287 4.42684 4.06206 3.35602 3.07534 2.97407 4.56338 3.86498 3.36768 2.87489 2.7772 2.86442 3.6857 2.65547 5.80959 3.05266 threshold=0.90000000000000013 0.50000000000000022 1.4950000000000008 3.7000000000000006 1.5000000000000002 5.5000000000000009 0.50000000000000022 7.9000000000000012 1.7000000000000004 0.50000000000000022 2.7000000000000006 3.7000000000000006 1.5000000000000002 3.3000000000000003 6.1000000000000005 -0.66666666666666663 2.7000000000000006 1.9000000000000001 2.7000000000000006 0.70000000000000007 4.1000000000000005 2.9000000000000004 0.90000000000000013 0.81500000000000028 1.0050000000000006 200.00000000000003 3.9000000000000004 7.1000000000000005 7.3000000000000016 6.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -6 7 -1 -9 16 11 12 14 -14 -11 -12 19 23 -17 27 22 -22 -21 -13 -18 -26 -27 29 -29 -2 right_child=9 2 -4 -5 5 -7 -8 8 -10 10 15 17 13 -15 -16 18 24 -19 -20 20 21 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=-0.0012120498135670893 0.0026530354841008438 -0.017112149599057259 -0.013949679294978454 -0.011320899090534839 -0.00090103607222460848 0.0081553844345261268 0.001931955874265902 0.015723025371077066 -0.011986461234675854 -0.002583177116494076 -0.0068948368883214048 -0.020988678616212831 0.002554553243883274 0.016853561636180223 0.0073385225031119758 0.006321599931966352 -0.024894953481870073 -0.0059784376586777136 0.033098078366952895 0.0014973305177295622 0.021800067004998473 0.003847939516722959 -0.00057072586999808552 -0.001247740465550311 -0.022856719009928486 0.0081660656128839555 -0.0077543394880901168 0.03217921067006272 0.0034373945880057316 -0.0025281643898935669 leaf_weight=1041.822845954448 708.48093274235725 9.853817902505396 52.49858945608139 40.246785499155521 148.41095368564129 47.89772330224514 375.71260669454932 17.748883575201038 5.8601293209940186 161.57708044350147 6.231714807450774 6.6772207617759696 64.191795393824577 42.56924657523632 55.573222056031227 6.2627519816160229 6.6964576840400687 160.90143945813179 10.063583515584467 1006.4147489145398 11.577027186751364 159.45371525734663 2395.4874299690127 1172.1652516052127 6.9357565194368354 19.577373832464218 39.479043766856194 8.3537759184837324 26.118151932954788 119.62376050651073 leaf_count=3824 2083 41 181 150 588 172 1457 70 55 484 25 19 201 136 158 23 30 650 41 3119 42 506 8280 3973 25 65 170 26 82 341 internal_value=-4.04314e-05 -0.000820518 -0.00367902 -0.00149081 0.000428209 0.00130866 -0.000227636 -0.000989193 0.00884509 0.0001787 -0.000808359 -0.0010175 0.00269169 0.00825605 -4.40104e-05 0.014616 0.000547893 -0.00191428 0.0228267 0.000663173 0.000281482 0.00506311 4.10855e-05 -0.00135956 -0.00648658 -0.00461861 -0.00247668 0.0022442 0.0104026 0.00190459 internal_weight=7934.46 1740.05 298.908 246.409 206.162 196.309 1441.14 1065.43 23.609 6194.41 1686.21 1663.66 323.911 106.761 217.15 22.5581 4508.2 1339.74 16.3263 4435.51 3572.93 171.031 3401.9 1178.84 72.6886 65.9922 59.0564 862.577 34.4719 828.105 internal_count=27017 6538 1132 951 801 760 5406 3949 125 20479 5710 5621 979 337 642 89 14769 4642 64 14479 11947 548 11399 3992 290 260 235 2532 108 2424 is_linear=0 shrinkage=0.03 Tree=447 num_leaves=16 num_cat=0 split_feature=13 6 4 10 10 9 8 9 13 3 2 2 12 4 11 split_gain=1.39736 1.39163 2.38557 2.31896 2.93639 4.49927 4.61203 3.40294 2.62155 3.79904 2.81414 2.27515 2.06621 2.38461 2.31656 threshold=6.1000000000000005 1.7000000000000004 2.5350000000000006 -3.1666666666666661 -1.4999999999999996 5.7000000000000002 3.5000000000000004 5.9000000000000012 4.3000000000000016 1.3 1.9000000000000001 1.0000000180025095e-35 1.1000000000000003 0.73500000000000032 -0.83333333333333315 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 -1 5 6 -5 -7 10 -10 -6 -3 14 -14 -13 right_child=-2 2 -4 4 8 7 -8 -9 9 -11 -12 12 13 -15 -16 leaf_value=-0.015634578216215157 0.011861983761878225 0.013372469471678281 0.015095951433301809 0.015607270966852013 -0.0003197226007591617 -0.015319679776275373 0.0034839251730393009 -0.00011288454356511212 0.012940229541732094 -0.0040583760178522273 0.0013004238483903081 -0.020357406900641903 -0.0081026166388658578 -0.00051170022623166223 -0.0037690443839282022 leaf_weight=8.3281296044588071 8.8868471384048444 10.290680184960364 8.630764961242674 32.18546462059021 5003.0266567468643 15.054204389452932 230.48025633394718 110.14484314620495 32.773835584521294 18.519086301326752 1195.4525505900383 9.1029644608497602 37.84414179623127 2353.8128723576665 45.187816888093948 leaf_count=25 25 33 31 90 14543 46 676 328 94 53 3709 26 120 7088 130 internal_value=-2.82244e-05 -3.98223e-05 -0.000648639 0.000185977 0.000205827 0.0027387 0.00496945 -0.00194138 4.8635e-05 0.00680296 -7.25754e-06 -0.000703962 -0.000763185 -0.000631814 -0.00655042 internal_weight=9119.72 9110.83 2464.87 6645.97 6637.64 387.865 262.666 125.199 6249.77 51.2929 6198.48 2456.24 2445.95 2391.66 54.2908 internal_count=27017 26992 7428 19564 19539 1140 766 374 18399 147 18252 7397 7364 7208 156 is_linear=0 shrinkage=0.03 Tree=448 num_leaves=22 num_cat=0 split_feature=5 5 12 8 12 3 3 9 8 8 11 11 3 6 0 9 13 5 3 4 5 split_gain=0.678644 4.58545 4.21746 2.40853 2.82357 2.98255 2.53232 2.06519 2.17857 1.72367 1.18904 1.0723 3.09027 4.04644 1.01468 0.793172 3.47318 1.62372 0.481723 0.00267076 0.000576643 threshold=2.6050000000000009 2.5350000000000006 3.3000000000000007 7.3000000000000016 3.5000000000000004 3.9000000000000004 1.9000000000000001 9.3000000000000025 5.9000000000000012 5.1000000000000005 3.1666666666666674 2.5000000000000004 1.9000000000000001 1.3 350.00000000000006 3.7000000000000006 1.1000000000000003 0.97000000000000031 2.3000000000000003 1.4350000000000007 2.5600000000000009 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 4 6 7 -2 8 -6 -7 11 15 -13 -14 -4 16 -1 -17 -8 -16 -21 right_child=3 2 14 -5 5 9 18 -9 -10 -11 -12 12 13 -15 19 17 -18 -19 -20 20 -22 leaf_value=0.01398089263925468 0.008955685015793401 0.011284002550507512 -0.0091641361455721774 -0.015166752104472296 0.0045434183915611277 -0.023204357086502224 -0.024165515595488813 0.027822889725937626 0.020950661468283803 0.0043135608251639711 -0.011218857117615793 0.019645129076666122 0.011861477738013559 -0.010337159768169003 -0.023607537809208438 0.0022808724645867824 0.00056134710720181244 -0.00017359110802984051 -0.010135996404246016 -0.024752304629740644 -0.024261515913524351 leaf_weight=17.589994631707668 5.224666401743888 5.0566463768482235 5.8407442420721081 6.1243153735995284 33.829130247235298 4.0570716410875303 4.566925644874571 5.3590736389160147 9.2820077836513502 4.1383071765303612 8.3584735915064794 9.7950536012649518 14.078033395111563 15.557061642408369 4.4494257867336264 253.21801451593637 1314.7145004346967 5769.1746481209993 4.2548958361148834 4.4098536819219571 4.2129137814044952 leaf_count=59 23 24 27 28 145 24 22 19 34 20 36 31 47 54 24 943 4650 20746 21 20 20 internal_value=7.64144e-05 4.73936e-05 -0.0130529 0.00288135 0.00444449 0.00742917 -0.00759615 0.0102593 0.00807597 -0.00930901 8.98129e-05 0.000102596 0.00503664 0.000208214 -0.0195597 7.61439e-05 0.000738521 -7.03905e-05 -0.0173989 -0.0242045 -0.0245125 internal_weight=7503.29 7426.46 23.9696 76.8364 70.7121 56.6656 14.0465 48.4702 43.1111 8.19538 7402.49 7394.13 39.4301 29.6351 18.9129 7354.7 1332.3 6022.39 8.82182 13.0722 8.62277 internal_count=27017 26681 115 336 308 242 66 198 179 44 26566 26530 132 101 91 26398 4709 21689 43 64 40 is_linear=0 shrinkage=0.03 Tree=449 num_leaves=20 num_cat=0 split_feature=4 12 4 10 13 2 3 6 6 9 9 3 5 9 9 8 11 10 5 split_gain=1.48669 1.7847 1.63454 2.41792 3.22065 1.67007 1.8378 2.35066 1.61867 3.48407 1.66235 1.43216 1.90027 0.924835 0.809431 1.12346 0.849344 0.602008 0.00243862 threshold=2.7150000000000003 6.5000000000000009 2.5850000000000013 1.1666666666666672 2.1000000000000005 3.3000000000000003 1.5000000000000002 0.90000000000000013 0.90000000000000013 2.9000000000000004 7.5000000000000009 1.9000000000000001 2.0650000000000008 5.5000000000000009 5.1000000000000005 7.9000000000000012 0.50000000000000022 -1.0000000180025095e-35 1.7000000000000004 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 5 4 -4 8 7 -7 9 -1 -10 14 -13 -6 15 16 -2 -8 -16 right_child=11 -3 3 -5 13 6 17 -9 10 -11 -12 12 -14 -15 18 -17 -18 -19 -20 leaf_value=-0.0084236824492849947 -0.010725671873672776 0.014328060390584299 0.017509364517293447 0.024777114500062709 -0.022213887234455849 0.010781885337160242 -0.0082719430570488955 -0.013889029022890825 5.3634228265629565e-05 -0.00063847376464597227 0.0020291238440163515 0.014020984104671293 -0.0096326239155891027 0.0016863071307249128 -0.021629763259426924 -0.021521212279955546 0.013670262327373334 -0.023876539847160511 -0.02286726896956175 leaf_weight=53.684654772281647 2.6540548056364077 7.7990250140428534 5.7716652005910891 5.8852615356445304 4.0045645758509636 7.2305105589330214 3.5148086249828339 6.6936312280595303 5968.7025992721319 1424.9353802539408 409.68109135329723 5.2655991390347463 7.2870166376233101 2.290652297437191 3.3771975375711909 3.2178737223148346 2.4887494593858719 6.0636423826217634 2.4896637201309204 leaf_count=284 25 26 38 31 36 58 19 50 19502 5529 1201 23 32 15 37 39 19 36 17 internal_value=-3.98285e-05 -1.59266e-05 -3.009e-05 0.00901195 0.00132296 -5.06882e-05 -0.00803582 -0.00107795 -2.68023e-05 -0.000921133 0.000180519 -0.00709634 0.000289644 -0.0135173 -0.0136128 -0.00761867 0.00108022 -0.0181504 -0.0221549 internal_weight=7933.04 7906.26 7898.46 17.9521 12.0669 7880.51 23.5026 13.9241 7857 1478.62 6378.38 26.7802 12.5526 6.29522 14.2275 8.36068 5.1428 9.57845 5.86686 internal_count=27017 26825 26799 120 89 26679 163 108 26516 5813 20703 192 55 51 137 83 44 55 54 is_linear=0 shrinkage=0.03 Tree=450 num_leaves=28 num_cat=0 split_feature=7 10 3 8 10 3 11 4 4 9 11 6 3 9 6 6 5 4 3 3 0 5 5 4 5 13 4 split_gain=1.3451 3.23902 3.10885 2.41203 3.68911 6.6104 3.59475 3.70904 3.76129 3.36602 3.233 4.49113 3.50858 3.20112 2.74861 2.29814 3.52421 2.89284 2.94624 2.0134 3.30317 4.52277 3.15535 2.01762 1.81593 1.70445 0.00834124 threshold=1.5000000000000002 -3.1666666666666661 3.3000000000000003 5.9000000000000012 -0.99999999999999978 3.7000000000000006 -1.8333333333333328 1.5250000000000006 2.0050000000000012 7.7000000000000002 0.33333333333333326 2.1000000000000005 2.9000000000000004 8.9000000000000021 0.70000000000000007 0.3000000000000001 1.6900000000000006 1.2450000000000008 0.70000000000000007 0.3000000000000001 525.00000000000011 0.79500000000000004 1.0150000000000008 2.8450000000000011 2.5950000000000011 2.3000000000000007 1.6100000000000005 decision_type=2 2 2 2 2 2 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 15 4 10 9 7 -5 -9 -6 12 -12 -3 14 -8 16 17 -2 -19 20 21 -17 -22 24 -21 -15 -7 right_child=2 3 -4 6 5 26 13 8 -10 -11 11 -13 -14 25 -16 19 -18 18 -20 23 22 -23 -24 -25 -26 -27 -28 leaf_value=-0.022099904575118175 -0.015876020800050933 0.0024012475270105793 0.01672011464075418 0.0095732826241257882 -0.00077338552494412736 -0.022767109674143225 0.0043082370089552371 -0.023402832016252987 -0.00058183210035093341 -0.0053042933733499628 1.7523739234122742e-05 -0.012115846329669206 0.022235886513287915 -0.018450094960773395 0.00062583877495587582 0.019696351964577655 0.022736009184870704 0.024868500592139645 0.001858200792875724 0.00025882179793163364 0.0039928089658355596 -0.0024447774048739863 0.027187985363507153 -0.013232800312113834 -0.013975851741951853 -0.00034675504923833549 -0.024489887042082617 leaf_weight=6.134835571050643 6.2746687531471244 476.74925892055035 10.52067571878433 7.7358423024415961 3352.9557147324085 8.3614285290241224 219.97450302541256 15.783247768878939 11.051068767905234 154.36021554470062 256.75720976293087 30.743335083127022 8.1639190167188627 11.430247768759729 1068.8417982682586 10.015098184347151 10.023169904947279 6.2513117343187359 25.180655032396317 3321.7189816311002 10.950697571039202 48.577651217579842 10.189941585063933 10.057518094778059 8.0854053497314435 7.9266340881586066 3.6263883039355269 leaf_count=18 17 1404 34 25 10105 58 685 49 34 577 770 103 38 38 3154 30 31 23 86 9426 34 137 32 34 28 28 19 internal_value=-2.7168e-05 -0.000313277 0.000436862 -0.000289556 -0.000636746 -0.00104881 0.000820143 -0.00872849 -0.0140046 -0.000972795 0.00124071 -0.00127994 0.00273518 0.00107248 0.00125435 0.000387455 0.00692485 0.00272193 0.00643458 0.000296208 0.00500753 0.00133975 0.0151731 0.000183733 0.000224257 -0.0110368 -0.0232883 internal_weight=9118.44 5640.6 3477.85 5634.46 4291.72 3519.3 1342.74 34.5702 26.8343 3507.32 772.414 287.501 484.913 1308.17 1288.82 3467.33 47.7298 37.7066 31.432 3419.6 79.7334 58.5927 21.1406 3339.86 3329.8 19.3569 11.9878 internal_count=27017 17105 9912 17087 13074 10759 4013 108 83 10682 2315 873 1442 3905 3839 9878 157 126 109 9721 233 167 66 9488 9454 66 77 is_linear=0 shrinkage=0.03 Tree=451 num_leaves=31 num_cat=0 split_feature=10 4 0 8 4 7 7 11 6 4 7 9 4 11 6 5 2 4 9 9 10 12 5 12 13 4 2 6 4 13 split_gain=0.663395 6.44747 4.59066 3.93872 3.05345 4.11121 3.95195 4.67604 3.26235 2.43958 3.30531 4.05795 2.33488 5.46991 3.90691 3.82413 3.16037 8.88481 3.22216 4.20755 3.31767 2.73749 2.18694 1.99309 1.9271 3.7327 3.83008 2.80801 4.30607 3.49389 threshold=0.33333333333333326 0.73500000000000032 525.00000000000011 3.1000000000000005 0.75500000000000023 1.1000000000000003 1.5000000000000002 -0.66666666666666619 1.9000000000000001 0.79500000000000026 1.7000000000000004 4.5000000000000009 0.91000000000000036 0.83333333333333337 2.5000000000000004 1.3650000000000007 1.5000000000000002 2.0250000000000008 7.5000000000000009 6.9000000000000012 1.1666666666666672 2.1000000000000005 1.6050000000000004 2.7000000000000006 3.9000000000000008 1.1350000000000007 1.1000000000000003 1.7000000000000004 1.3450000000000006 3.7000000000000006 decision_type=2 2 2 2 2 2 2 2 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 -1 7 -7 -8 10 11 -6 13 14 15 -3 17 21 19 -18 -20 -14 -19 -15 27 26 -26 29 -29 -11 right_child=1 12 -4 -5 9 6 8 -9 -10 24 -12 -13 16 23 -16 -17 18 22 20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.016504458545968208 0.019631374084085076 -0.016320793310732745 0.035006218615683572 -0.0075246728961871805 -0.00099816982330400475 -0.011124349371828999 -0.0165293361230021 0.018454843935319137 0.0039376684085549929 -0.00045074593352783024 -0.010274845908518701 0.022840637649848901 -0.00060366585445341262 0.0037845669617351803 0.011978417675873319 -0.0032169342516212623 -0.00080639812155773529 0.024831664713169183 -0.012483753536563729 0.0072256628590712411 0.00056839768613711967 0.0020601826513765797 0.0065560962497415807 0.024593790823666049 0.005319664359010351 -0.0035311633912821073 -0.0077542057002693383 -0.00044887149918606731 0.003577081938589282 0.0071133769752144537 leaf_weight=23.630678534507751 10.638463214039808 36.565442398190498 7.4934181720018378 8.7691480070352537 11.031127646565439 7.2774883955717113 17.877676486968998 14.186628609895704 11.529359206557272 3178.0884338021278 7.0152230560779563 15.39623813331127 554.33778083324432 12.208652630448343 8.7371607124805433 44.359965562820435 960.0272328928113 17.416341036558155 40.959863662719727 62.51980097591877 30.63713850826025 929.14605258405209 8.9066713601350767 6.2698365002870551 96.273291453719139 343.73516661673784 25.511030271649361 486.39615581929684 470.28927928954363 55.925552390515804 leaf_count=87 36 122 24 29 36 25 66 47 40 11622 24 52 1879 40 28 152 3708 65 156 232 117 3194 32 21 322 1229 86 1669 1670 207 internal_value=7.51624e-05 0.000447197 0.0150618 0.00736117 -0.000138726 -0.00616447 -0.00136133 0.00842591 -0.00850502 -4.29987e-05 0.00803074 0.01289 0.000302235 -0.00401715 -0.00708013 -0.0091378 0.000481618 0.00137133 -0.000746095 -0.000315308 -0.0068986 0.00106477 0.0186479 0.0108452 -0.000100987 -0.00193217 0.00258099 0.000102428 0.00153021 -0.00031994 internal_weight=7503.16 2738.99 26.901 19.4076 4764.16 74.5018 50.8712 21.4641 29.407 4689.66 33.4426 26.4274 2712.09 108.141 89.6626 80.9254 2603.95 1509.81 1094.14 1022.55 71.597 1483.48 26.323 18.4785 4656.22 465.519 121.784 4190.7 956.685 3234.01 internal_count=27017 9835 89 65 17182 265 178 72 106 16917 112 88 9746 363 302 274 9383 5170 4213 3940 273 5073 97 61 16805 1637 408 15168 3339 11829 is_linear=0 shrinkage=0.03 Tree=452 num_leaves=31 num_cat=0 split_feature=11 2 12 5 12 4 7 13 9 4 3 13 3 5 6 7 5 10 9 9 5 0 5 13 4 5 5 8 5 6 split_gain=1.44887 3.18493 3.04964 3.92475 3.57004 2.60984 3.8165 3.12182 4.503 5.82958 3.82936 3.33025 2.70921 2.00774 1.88175 1.7553 2.40686 2.77847 2.73983 3.48483 3.23767 2.53643 3.7828 3.18482 2.00007 1.98557 2.48177 1.68864 3.15669 2.96077 threshold=-1.8333333333333328 1.9000000000000001 3.7000000000000006 1.7150000000000005 4.700000000000002 1.5850000000000006 1.5000000000000002 2.7000000000000006 7.1000000000000005 1.2250000000000005 2.1000000000000005 1.7000000000000004 1.3 1.8750000000000002 1.3 0.3000000000000001 1.4550000000000007 0.33333333333333326 5.7000000000000002 6.1000000000000005 2.0450000000000008 525.00000000000011 1.1950000000000005 1.5000000000000002 1.4850000000000005 2.1950000000000007 1.7500000000000007 4.7000000000000002 2.8850000000000007 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 -5 7 12 10 9 -9 11 -1 -7 -12 -14 16 21 18 20 -20 -18 22 -2 -24 -23 26 -19 28 -17 -29 right_child=15 2 3 4 -6 6 -8 8 -10 -11 13 -13 14 -15 -16 27 17 25 19 -21 -22 24 23 -25 -26 -27 -28 29 -30 -31 leaf_value=0.016720323910981584 0.016660170178046399 -0.019831647045359713 0.016643591848110657 -0.028608524599590721 0.0024222546120379212 0.033751478298226605 -0.0035937319433392741 0.021993933864974256 -0.01297446091171286 0.002072140759840017 -0.025370682494593087 -0.0021288891866935709 0.021103795139101898 -0.0059848244284071081 0.0035598293698456819 0.00023233163821256638 0.00066531221771818922 0.0062618718313296714 0.025986865908527106 0.0029650939094806451 -0.020944923001280633 -0.0032011562461497869 0.0074548444419383032 -0.017737862260782087 -0.027360494848830151 -0.0022206563563938737 0.022509041742906532 -0.0007407013040176783 0.015948548380929701 0.0049654188728901448 leaf_weight=10.965955376625059 9.8867020905017871 10.129878766834734 8.1195456758141535 5.4314757883548728 8.6523020789027196 6.4651239514350918 11.828655920922754 21.903310492634773 8.9443696439266187 33.345265284180641 7.7236651182174709 36.563923612236977 10.239662989974024 12.737771227955816 11.893381223082541 3743.5783321149647 26.829856127500534 16.533356904983521 7.2330077588558188 32.53936693072319 8.1304264813661558 6.5476815998554212 8.2222084850072878 10.019973725080488 5.8300093114376068 7.7902616262435904 17.331621050834656 3731.1784147601575 11.537569835782049 83.67516565322876 leaf_count=31 33 46 34 20 29 22 42 62 26 104 22 107 32 38 34 11868 79 48 21 96 23 20 24 29 25 24 49 13740 37 252 internal_value=-3.98681e-05 0.00244976 -0.00619123 3.1976e-05 -0.00954491 0.00406837 0.0107387 0.00202833 0.00677314 0.00997014 -0.0024514 0.00221995 0.0166669 -0.0133025 0.0116764 -0.000105902 0.00303489 0.00522694 0.00176636 0.00715184 -0.0043604 -0.00326356 0.00171626 -0.00638288 -0.0145804 0.0114355 0.0145769 -0.000170998 0.00028062 -0.000615543 internal_weight=7931.81 204.944 32.3332 22.2033 14.0838 172.611 40.4268 132.184 64.1929 55.2486 67.9913 47.5299 28.5982 20.4614 22.133 7726.86 156.894 116.388 74.7327 39.7724 34.9603 40.5066 28.1289 18.2422 12.3777 41.6552 33.865 7569.97 3755.12 3814.85 internal_count=27017 649 129 83 49 520 130 390 192 166 198 138 88 60 66 26368 471 340 219 117 102 131 86 53 45 121 97 25897 11905 13992 is_linear=0 shrinkage=0.03 Tree=453 num_leaves=23 num_cat=0 split_feature=13 6 11 10 5 11 3 0 5 10 11 6 5 3 7 9 13 0 4 8 5 13 split_gain=1.34051 1.34516 2.64497 2.8439 4.08967 3.43339 1.48413 3.60037 5.95971 5.67292 4.70139 3.31517 4.27415 3.67146 3.02633 4.34885 3.42375 3.00601 3.76106 2.79135 2.72695 0.935158 threshold=6.1000000000000005 3.1000000000000005 -0.83333333333333315 -1.0000000180025095e-35 1.5850000000000006 1.0000000180025095e-35 1.5000000000000002 200.00000000000003 1.6850000000000005 -0.33333333333333331 -1.0000000180025095e-35 0.50000000000000011 1.4950000000000008 0.3000000000000001 1.9000000000000001 6.3000000000000016 4.9000000000000012 200.00000000000003 2.1250000000000004 3.5000000000000004 2.3350000000000013 4.9000000000000012 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 6 -3 4 -4 -5 7 8 9 -1 -10 12 -9 -13 17 16 -16 18 -8 -19 -17 -7 right_child=-2 2 3 5 -6 21 14 11 10 -11 -12 13 -14 -15 15 20 -18 19 -20 -21 -22 -23 leaf_value=0.00081978169096147825 0.011624333068893811 0.0098812544308798864 -0.026962446329833224 -0.01393768563049662 0.0017817438650074276 -0.00087864524863842295 0.0015423685685139216 0.0066770497242323347 -0.0015310190338863666 -0.0034769337789202024 0.0092479436436434959 0.0057373319684200846 -0.002195204557304418 0.00033621218011263191 0.0037120984795768488 -0.007601015038872754 -0.0091561325144674903 -0.0039751966973232446 -0.016043510369432169 -0.00094425378905595842 0.012818721817722903 0.014167564310300494 leaf_weight=448.92104160785675 8.8779765963554365 9.2862061783671361 12.200683459639551 11.194012850522997 7.0168903097510329 6.3560226261615744 505.45186997950077 169.43140345811844 64.454985678195953 720.25373090803623 83.721756130456924 116.40911257266998 68.675627455115318 4199.8210591226816 351.83822026848793 56.657670706510544 19.647456154227257 319.15030765533447 11.187479019165037 1910.3530549481511 6.5683471262454978 8.9563090801238996 leaf_count=1242 25 28 39 36 25 21 1507 543 187 1997 242 337 207 12042 992 165 57 1116 32 6131 20 26 internal_value=-2.73325e-05 -3.86905e-05 -0.00471573 -0.00768027 -0.0164671 -0.00130966 -1.02692e-05 0.000272455 -0.0011088 -0.00182715 0.00455923 0.000671987 0.00411808 0.000481881 -0.000532162 0.00179362 0.00303151 -0.000900331 0.00116156 -0.00137813 -0.00547967 0.00792201 internal_weight=9116.43 9107.55 55.0101 45.7239 19.2176 26.5063 9052.54 5871.69 1317.35 1169.17 148.177 4554.34 238.107 4316.23 3180.85 434.712 371.486 2746.14 516.639 2229.5 63.226 15.3123 internal_count=27017 26992 175 147 64 83 26817 16797 3668 3239 429 13129 750 12379 10020 1234 1049 8786 1539 7247 185 47 is_linear=0 shrinkage=0.03 Tree=454 num_leaves=22 num_cat=0 split_feature=5 9 0 4 10 3 8 10 11 5 3 10 4 11 5 4 13 5 8 8 11 split_gain=0.673698 2.80072 1.51033 2.07007 1.70356 1.4426 2.52716 2.41942 2.94501 3.7254 1.25695 4.65415 4.91732 3.46718 3.264 1.08571 0.936045 1.88036 0.789519 1.16101 0.563808 threshold=2.8250000000000006 9.3000000000000025 475.00000000000006 1.7650000000000006 0.50000000000000022 3.3000000000000003 6.1000000000000005 -0.83333333333333315 -0.83333333333333315 2.1750000000000012 2.9000000000000004 -1.4999999999999996 1.2550000000000006 -0.66666666666666619 1.9500000000000004 1.4850000000000005 0.70000000000000018 1.6250000000000002 10.300000000000002 8.7000000000000011 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 left_child=5 2 4 -4 15 10 7 -7 -9 -10 16 -12 13 -13 -14 -2 17 -1 19 -18 -8 right_child=1 -3 3 -5 -6 6 20 8 9 -11 11 12 14 -15 -16 -17 18 -19 -20 -21 -22 leaf_value=-0.020861755126851553 -0.0032958977142784462 0.024566873617572278 -0.0034343210393214226 0.020383868282287117 0.0085398057660306618 -0.01938979853967799 -0.0095066709136607131 -0.016148819068267959 -0.011412988854876573 0.011423612100272911 0.028150527122977578 0.032854813516910428 -0.013921378142976263 0.0069717720813392376 0.0011535952870700675 -0.024393017039821985 7.9447405922062931e-05 0.0031696818348494714 0.0097895542028199993 -0.0044589523522446843 -0.024015327478631152 leaf_weight=5.6607882902026159 4.2027664929628425 5.201100528240203 7.0517327636480314 6.1465583294630051 4.4037628024816504 6.0483976230025283 3.9644325375556928 7.3200220838189081 8.9653351008892113 22.726631812751293 6.3781695216894141 6.0906808078289059 16.406464174389839 19.800109073519707 60.94139040261507 4.5963675901293755 7236.2091319561005 6.0753719359636307 7.4948326125740996 51.089246898889542 6.1501667052507401 leaf_count=23 21 20 33 21 19 30 19 36 40 99 22 23 60 76 233 22 25870 23 35 261 31 internal_value=7.43892e-05 0.00444536 0.000481374 0.00765802 -0.00669276 5.59008e-05 -0.00477707 -0.00173518 0.00100198 0.00496337 9.18574e-05 0.00328052 0.00174403 0.0130606 -0.002044 -0.0143163 4.40192e-05 -0.00842158 5.7639e-05 4.76299e-05 -0.0183286 internal_weight=7502.92 31.6023 26.4012 13.1983 13.2029 7471.32 55.175 45.0604 39.012 31.692 7416.15 109.617 103.239 25.8908 77.3479 8.79913 7306.53 11.7362 7294.79 7287.3 10.1146 internal_count=27017 136 116 54 62 26881 255 205 175 139 26626 414 392 99 293 43 26212 46 26166 26131 50 is_linear=0 shrinkage=0.03 Tree=455 num_leaves=31 num_cat=0 split_feature=7 9 8 0 13 11 9 6 5 0 5 4 12 12 5 0 4 9 5 11 4 2 8 13 8 11 9 12 5 7 split_gain=1.43828 3.01248 3.55475 3.30451 5.26289 3.4116 3.17676 3.21645 2.73244 2.60826 5.50128 3.7361 3.55352 4.29942 2.85938 3.1286 2.38104 2.3676 3.08171 2.87305 2.7102 2.51422 2.91924 3.59836 2.62321 4.5804 2.66695 2.37705 2.37056 2.12885 threshold=2.1000000000000005 3.5000000000000004 3.1000000000000005 475.00000000000006 5.1000000000000005 0.83333333333333337 3.1000000000000005 1.3 1.1450000000000007 350.00000000000006 2.1050000000000009 1.7300000000000004 3.9000000000000008 2.7000000000000006 0.88500000000000023 475.00000000000006 2.0050000000000012 2.1000000000000005 0.67500000000000016 -0.66666666666666619 1.1250000000000007 0.50000000000000011 3.9000000000000004 3.3000000000000007 2.5000000000000004 -1.0000000180025095e-35 2.3000000000000003 1.5000000000000002 2.1150000000000007 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 -2 6 5 -5 8 -8 -4 11 14 12 13 -3 -11 -16 -13 19 27 -1 -21 22 23 -20 25 -23 -26 -19 -24 -22 right_child=1 9 3 4 -6 -7 7 -9 -10 10 -12 16 -14 -15 15 -17 -18 18 21 20 29 24 28 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.019351044019387691 -0.01099738073085584 -0.0012924902691753375 -0.0033740523135186396 -7.2710224954837676e-05 0.022467184337468471 -0.019455281380815155 0.031698345759898779 0.0090493856100183536 0.01378531167773777 -0.014741528500467381 -0.02206319130259364 -0.020568933278588036 0.020205005975846898 -0.012474349650455574 0.0062547479120819765 -0.0010320452285938505 -0.0013844034238808898 0.0062641659259727372 -0.0042236680329924697 0.007136913838767198 -0.016700908978741769 0.0087483289307993123 0.0029971861447201696 0.0056952760115786 0.0088547998304793155 -0.00057511824070483758 -0.00013949075753701438 -0.021340834323468762 0.01230014714817698 0.0070202002477309693 leaf_weight=12.00686616450548 15.492688201367853 120.64229868352413 20.190503515303135 54.407505629584193 8.2548223435878736 9.6176641732454282 9.3396916165947932 14.258135974407194 14.24431738257408 11.956278096884487 10.723622560501097 20.395632930099968 5.5718455016612998 41.625138133764267 63.328726455569267 326.08145634457469 8.1487110331654531 3.8556509017944327 108.94590184092522 15.055869594216345 12.582420848309996 83.440149009227753 327.73143664002419 47.167894810438156 29.808996725827456 109.86612704396248 6384.0628719888628 10.326120644807814 26.65703421831131 4.6683255098760119 leaf_count=49 59 431 86 248 28 41 39 53 56 57 36 92 17 151 242 1291 50 17 314 52 54 240 972 134 119 325 21609 53 80 22 internal_value=-3.89588e-05 -0.00128512 0.00258792 0.00420305 -7.75834e-05 -0.0029843 0.00953461 0.0180135 0.00372409 -0.00221319 -0.00085728 -0.00505844 -0.00335199 -0.00416088 -0.000290705 0.000152986 -0.0150922 9.20236e-05 0.000134977 -0.00682091 -0.00216404 0.000162813 0.00219125 -0.00122678 6.08592e-06 0.00344932 -9.76891e-05 -0.0138358 0.00369695 -0.0102816 internal_weight=7930.45 754.279 145.805 130.313 72.28 64.0252 58.0326 23.5978 34.4348 608.474 412.09 196.384 167.839 162.267 401.366 389.41 28.5443 7176.18 7131.86 44.3135 32.3066 7117.68 510.502 156.114 6607.18 193.306 6413.87 14.1818 354.388 17.2507 internal_count=27017 2977 610 551 317 289 234 92 142 2367 1626 741 599 582 1590 1533 142 24040 23863 177 128 23793 1500 448 22293 565 21728 70 1052 76 is_linear=0 shrinkage=0.03 Tree=456 num_leaves=12 num_cat=0 split_feature=7 3 2 9 0 13 12 9 5 5 3 split_gain=1.31742 1.26035 1.52086 1.48028 1.33371 2.31931 3.84992 2.07107 1.45248 3.2804 1.62654 threshold=3.7000000000000006 1.0000000180025095e-35 1.3 10.500000000000002 875.00000000000011 1.7000000000000004 2.9000000000000008 4.5000000000000009 2.9150000000000005 3.1450000000000005 3.9000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 8 6 -6 -7 10 -10 -3 right_child=-2 3 -4 -5 5 7 -8 -9 9 -11 -12 leaf_value=-0.0006890531788610409 0.013358828020371971 -7.4542703565345881e-05 0.016494220114099033 -0.013850792604560689 0.013523712200295145 -0.00057189345946952706 -0.0061388199109945543 0.0058613735886796975 -0.018616150350484154 0.010600074408226669 -0.01171625008618463 leaf_weight=9.4106390178203601 6.6122768670320502 8791.2973861694336 9.1364509463310224 6.9922967553138724 10.744551390409468 68.544952645897865 54.027755498886108 131.3234451636672 10.716136902570723 5.1071687936782828 10.814561799168585 leaf_count=26 21 25845 33 30 35 255 176 453 51 29 63 internal_value=-2.71558e-05 -3.68737e-05 0.00777557 -5.28148e-05 -4.21923e-05 0.00205628 -0.00287716 0.00365508 -0.000105171 -0.00918625 -8.88461e-05 internal_weight=9114.73 9108.12 18.5471 9089.57 9082.58 264.641 64.7723 199.868 8817.94 15.8233 8802.11 internal_count=27017 26996 59 26937 26907 919 211 708 25988 80 25908 is_linear=0 shrinkage=0.03 Tree=457 num_leaves=20 num_cat=0 split_feature=8 8 7 3 8 4 4 0 10 3 4 9 8 2 11 10 2 10 9 split_gain=0.661105 1.094 1.2041 2.37362 0.822776 1.81211 2.30925 2.75668 2.68345 1.76046 2.46361 1.64299 0.976494 2.98814 2.91343 1.36421 3.3804 2.14651 0.490097 threshold=1.1000000000000003 1.7000000000000004 1.7000000000000004 1.1000000000000003 2.5000000000000004 1.0650000000000006 1.3250000000000008 575.00000000000011 1.0000000180025095e-35 0.70000000000000007 0.94500000000000017 4.1000000000000005 3.9000000000000004 1.0000000180025095e-35 -1.4999999999999996 1.5000000000000004 1.3 0.83333333333333337 1.5000000000000002 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 -2 5 9 7 -7 -8 11 -11 -3 13 -6 -15 17 -17 -14 -1 right_child=1 4 -4 -5 12 6 8 -9 -10 10 -12 -13 15 14 -16 16 -18 -19 -20 leaf_value=-0.00060480070107451751 -0.012644047405244246 0.0028233917867377853 0.017194520618183242 0.012378290065802152 -0.021305919335714695 -0.011108764075936441 0.009897050157957334 0.011267397337084678 -0.0074477368060651989 -0.0014234074167580289 0.010054733923531635 -0.01710194401292895 4.2297826761778713e-05 -0.004745415601401193 0.0011004413761462684 0.010079216504355641 0.00064722724994679905 -0.0017697286482814016 -0.013814759787711838 leaf_weight=4.7867049574851972 5.876337647438052 6.7317791730165473 6.8998903632163993 8.1356114298105222 5.5117220729589453 48.682160466909409 16.235483407974243 5.5166793018579474 15.879775226116179 42.741563096642494 27.760113388299942 8.3371948301792127 4648.2615653574467 80.601454682648182 1596.3735829368234 39.471253544092178 255.99235020577908 673.63219155371189 5.3559487015008926 leaf_count=20 20 23 21 27 20 201 57 20 59 149 95 28 16994 294 5371 123 985 2487 23 internal_value=7.34961e-05 8.38571e-05 0.006936 0.00188441 6.46794e-05 -0.00198691 -0.00505393 -0.00883119 0.00132071 0.00110676 0.00309612 -0.00820068 0.000112987 0.000746987 0.000819468 -7.69063e-05 0.00190726 -0.000187064 -0.00758048 internal_weight=7502.78 7492.64 20.9118 14.0119 7471.73 171.885 86.3141 54.1988 32.1153 85.5707 70.5017 15.069 7299.84 1682.49 1676.98 5617.36 295.464 5321.89 10.1427 internal_count=27017 26974 68 47 26906 632 337 221 116 295 244 51 26274 5685 5665 20589 1108 19481 43 is_linear=0 shrinkage=0.03 Tree=458 num_leaves=21 num_cat=0 split_feature=4 12 4 10 13 2 3 6 6 9 3 8 11 8 9 8 8 10 9 11 split_gain=1.43157 1.7085 1.58883 2.29047 3.09086 1.60519 1.80397 2.27475 1.50694 3.33892 1.56673 1.41715 2.30167 1.26921 0.913537 0.839856 1.18271 0.602095 0.330705 0.217079 threshold=2.7150000000000003 6.5000000000000009 2.5850000000000013 1.1666666666666672 2.1000000000000005 3.3000000000000003 1.5000000000000002 0.90000000000000013 0.90000000000000013 2.9000000000000004 0.90000000000000013 8.5000000000000018 0.50000000000000022 7.1000000000000005 5.5000000000000009 6.7000000000000002 7.3000000000000016 -1.0000000180025095e-35 5.3000000000000016 -0.33333333333333331 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 5 4 -4 8 7 -7 9 -1 -10 12 15 -14 -6 -2 -17 -8 -13 -18 right_child=11 -3 3 -5 14 6 17 -9 10 -11 -12 18 13 -15 -16 16 19 -19 -20 -21 leaf_value=-0.0082623701254779195 -0.022802358614028441 0.014044712669168815 0.017045770364199776 0.02410421746282794 -0.022160308078960987 0.010555593427637131 -0.008115829979410261 -0.01375282361134688 -0.00070301891431243601 -0.00061331611653529057 0.00042628289780904938 -0.010734313680083813 -0.0014783282312236243 0.021447464018990801 0.0016820449617800028 0.0097826753694642346 -0.0085290151770935525 -0.023798327375806679 -0.024445783375937769 -0.022064671754823462 leaf_weight=53.283534858375788 4.1375229358673149 7.7710645496845236 5.8280100375413912 5.9497705921530715 3.9221992902457714 7.2746987156569975 3.4932561814785004 6.6153371594846249 1423.3464273549616 1423.4992360211909 4953.41918117553 2.6207209303975096 5.0420887917280179 3.8198482915759087 2.2912574633955956 2.7042952030897141 2.0499765425920513 5.9667596742510778 3.9985931850969791 2.2223917804658386 leaf_count=284 32 26 38 31 36 58 19 50 5044 5529 15659 27 26 23 15 18 20 36 25 21 internal_value=-3.83274e-05 -1.49429e-05 -2.8782e-05 0.00887623 0.00135198 -4.91215e-05 -0.00790321 -0.00102165 -2.57699e-05 -0.0008893 0.000174213 -0.00698687 -0.00300051 0.0084036 -0.0133683 -0.0120936 -0.00574277 -0.0180073 -0.0190171 -0.01557 internal_weight=7929.26 7902.66 7894.89 17.9912 12.0415 7876.9 23.3501 13.89 7853.55 1476.78 6376.77 26.5954 19.9761 8.86194 6.21346 11.1142 6.97666 9.46002 6.61931 4.27237 internal_count=27017 26825 26799 120 89 26679 163 108 26516 5813 20703 192 140 49 51 91 59 55 52 41 is_linear=0 shrinkage=0.03 Tree=459 num_leaves=22 num_cat=0 split_feature=13 6 11 10 5 11 3 0 5 10 11 6 5 3 5 4 2 6 7 0 13 split_gain=1.28849 1.28413 2.54282 2.7596 3.99203 3.30297 1.4011 3.45894 5.72336 5.45442 4.49612 3.17346 4.09855 3.49684 2.89647 4.2169 4.87474 2.81586 2.73484 1.17301 0.892476 threshold=6.1000000000000005 3.1000000000000005 -0.83333333333333315 -1.0000000180025095e-35 1.5850000000000006 1.0000000180025095e-35 1.5000000000000002 200.00000000000003 1.6850000000000005 -0.33333333333333331 -1.0000000180025095e-35 0.50000000000000011 1.4950000000000008 0.3000000000000001 1.0000000000000002 0.77500000000000036 1.5000000000000002 2.9000000000000004 1.9000000000000001 525.00000000000011 4.9000000000000012 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 6 -3 4 -4 -5 7 8 9 -1 -10 12 -9 -13 15 -8 -17 18 -16 -19 -7 right_child=-2 2 3 5 -6 20 14 11 10 -11 -12 13 -14 -15 17 16 -18 19 -20 -21 -22 leaf_value=0.00080156942188303645 0.011407977778720931 0.0096751873820303171 -0.026687478096280907 -0.013701165710460898 0.0017650412679001725 -0.00084051916445997555 -0.011563675744387537 0.0065398747790078255 -0.00149730235366435 -0.0034118896155972819 0.0090408683172012831 0.0056018573116531087 -0.0021497801196186284 0.00032813500416199829 -0.00089195608636716663 0.024235257134580683 -0.0047130614189442796 -0.018001794442357933 0.0016949159893887332 -0.0013110644401883131 0.013851868945284597 leaf_weight=448.90929779410362 8.8602274060249311 9.3073693662881833 12.071505293250086 11.132091432809831 7.0183761566877356 6.3515048325061789 7.1529162824153927 169.1256935223937 64.429462760686874 720.01381978392601 83.869343250989914 116.29131001234055 68.691052183508873 4199.3299327343702 2705.2814981341362 15.919593885540964 7.8007434904575339 11.809373125433924 425.68724049627781 5.5803058817982665 8.9842966794967634 leaf_count=1242 25 28 39 36 25 21 21 543 187 1997 242 337 207 12042 8661 45 24 42 1207 20 26 internal_value=-2.68085e-05 -3.79362e-05 -0.00461371 -0.0075329 -0.0162269 -0.00126236 -1.01955e-05 0.0002645 -0.00108941 -0.00179377 0.00446249 0.00065616 0.00402995 0.000470244 -0.000517439 0.00862676 0.0147152 -0.000607108 -0.000540244 -0.0126458 0.00776684 internal_weight=9113.62 9104.76 54.8651 45.5578 19.0899 26.4679 9049.89 5870.66 1317.22 1168.92 148.299 4553.44 237.817 4315.62 3179.23 30.8733 23.7203 3148.36 3130.97 17.3897 15.3358 internal_count=27017 26992 175 147 64 83 26817 16797 3668 3239 429 13129 750 12379 10020 90 69 9930 9868 62 47 is_linear=0 shrinkage=0.03 Tree=460 num_leaves=18 num_cat=0 split_feature=11 5 3 5 5 11 2 11 11 4 10 8 5 5 9 4 4 split_gain=0.655681 0.715068 0.762433 2.78036 3.12484 2.59273 2.08319 1.12307 0.992048 3.05099 3.45691 2.34892 1.04433 1.51138 0.432002 0.259192 0.0864199 threshold=3.1666666666666674 3.0650000000000008 3.3000000000000003 2.1650000000000009 2.3850000000000011 0.50000000000000022 1.9000000000000001 1.0000000180025095e-35 1.8333333333333337 2.015000000000001 0.50000000000000022 3.7000000000000006 2.8750000000000004 2.6650000000000009 5.3000000000000016 1.5850000000000006 1.4350000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 7 5 -5 -6 -4 12 11 -11 -10 13 -1 -2 -3 -9 right_child=14 15 3 4 6 -7 -8 16 9 10 -12 -13 -14 -15 -16 -17 -18 leaf_value=2.6309233529862052e-05 -0.00083815089054263027 0.013298475201069358 -0.0045204397024274012 -0.0033017825307183109 -0.0094362652995003335 0.023876393553228844 0.0084568731605812238 -0.024374806301564553 0.0069433930669368076 0.019916865790335095 -0.0035251049173939571 -0.0011090287863175653 -0.010701755029873097 0.0072883632247992781 -0.013276135450306216 0.0034460599259367388 -0.018452579769331318 leaf_weight=7184.3205231316388 4.6508907675743085 4.6967099457979185 6.0175307989120475 5.3460031151771528 22.509422406554226 7.7224122583866119 7.9151535183191291 4.2801277190446836 42.656856492161751 16.616586476564411 8.5876483246684057 138.32945162057877 8.1361515149474126 25.885633558034897 5.4679177477955818 4.9210819751024246 4.6020026504993439 leaf_count=25823 17 21 28 22 116 30 35 20 138 51 32 475 36 106 28 19 20 internal_value=7.22143e-05 8.25208e-05 7.20137e-05 -0.0033426 0.00048892 0.0127584 -0.00478125 -0.014527 9.88691e-05 0.00215068 0.0119297 0.000788855 4.02595e-05 5.2381e-05 -0.00755929 0.00825734 -0.0213064 internal_weight=7502.66 7492.54 7482.93 58.3927 43.493 13.0684 30.4246 14.8997 7424.53 206.191 25.2042 180.986 7218.34 7210.21 10.1188 9.61779 8.88213 internal_count=27017 26972 26932 271 203 52 151 68 26661 696 83 613 25965 25929 45 40 40 is_linear=0 shrinkage=0.03 Tree=461 num_leaves=20 num_cat=0 split_feature=4 12 4 10 13 2 3 6 6 9 9 3 3 9 9 8 5 10 5 split_gain=1.38436 1.63084 1.52108 2.15543 2.96291 1.5518 1.76365 2.18852 1.44839 3.22774 1.53775 1.39119 1.87217 0.902339 0.804946 1.10728 0.828276 0.599544 0.00224571 threshold=2.7150000000000003 6.5000000000000009 2.5850000000000013 1.1666666666666672 2.1000000000000005 3.3000000000000003 1.5000000000000002 0.90000000000000013 0.90000000000000013 2.9000000000000004 7.5000000000000009 1.9000000000000001 2.5000000000000004 5.5000000000000009 5.1000000000000005 7.9000000000000012 1.4650000000000007 -1.0000000180025095e-35 1.7000000000000004 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 5 4 -4 8 7 -7 9 -1 -10 14 -13 -6 15 16 -2 -8 -16 right_child=11 -3 3 -5 13 6 17 -9 10 -11 -12 12 -14 -15 18 -17 -18 -19 -20 leaf_value=-0.0081411105959354555 -0.010521859838058919 0.013733711002156498 0.016529445559933145 0.023303008483773795 -0.022114922203819144 0.010239247232737246 -0.0079947445529105054 -0.013620812822375723 4.8840607174855492e-05 -0.00060123311953298275 0.0019492565335386784 0.0096989003137960897 -0.014078098046297678 0.0016552616369746936 -0.021571266666439631 -0.02148257300734881 0.013615002081460565 -0.023716511955580746 -0.022776484350994053 leaf_weight=53.002182528376579 2.6418142132461089 7.7576396316289893 5.8930277079343814 6.0320240706205359 3.8515481241047382 7.3388429321348685 3.4764372035861015 6.5456547103822231 5967.1359646879137 1423.0716887563467 409.50246009230614 7.6012350022792798 4.9026966392993927 2.2929807081818581 3.2696805186569682 3.128265269100666 2.48139638453722 5.867610886692999 2.4222462028264999 leaf_count=284 25 26 38 31 36 58 19 50 19502 5529 1201 35 20 15 37 39 19 36 17 internal_value=-3.75214e-05 -1.4587e-05 -2.80978e-05 0.00866603 0.00133144 -4.80445e-05 -0.00779065 -0.00100925 -2.51417e-05 -0.000871972 0.000170884 -0.0068897 0.00037612 -0.0132445 -0.0134054 -0.00741877 0.00116868 -0.0178673 -0.0220842 internal_weight=7928.22 7901.77 7894.01 18.0696 12.0376 7875.94 23.2285 13.8845 7852.71 1476.07 6376.64 26.4473 12.5039 6.14453 13.9434 8.25148 5.12321 9.34405 5.69193 internal_count=27017 26825 26799 120 89 26679 163 108 26516 5813 20703 192 55 51 137 83 44 55 54 is_linear=0 shrinkage=0.03 Tree=462 num_leaves=29 num_cat=0 split_feature=13 8 10 0 7 6 8 13 5 11 4 8 11 11 2 8 0 4 2 9 2 5 2 12 4 10 3 4 split_gain=1.2388 1.27714 3.59516 3.43046 3.15791 2.81188 3.04847 5.20383 2.62354 6.11631 2.46787 2.27747 3.69006 2.34184 2.05394 3.11132 2.54563 2.39491 4.75454 3.32909 1.98171 2.42219 2.40702 4.63378 4.18665 2.20154 1.76416 0.231843 threshold=6.1000000000000005 4.7000000000000002 2.1666666666666674 200.00000000000003 0.90000000000000013 0.70000000000000007 7.1000000000000005 1.1000000000000003 1.2650000000000006 -0.33333333333333309 2.4350000000000009 8.5000000000000018 0.33333333333333326 2.5000000000000004 0.3000000000000001 5.1000000000000005 475.00000000000006 1.1650000000000007 1.1000000000000003 8.9000000000000021 2.9000000000000004 1.5150000000000008 1.5000000000000002 2.5000000000000004 1.7850000000000004 1.0000000180025095e-35 0.90000000000000013 1.0650000000000006 decision_type=2 2 2 2 2 2 2 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 20 -4 5 6 10 -8 -5 -10 -3 13 -13 -7 15 27 -17 18 -16 -19 22 26 24 -24 -1 -23 -22 -6 right_child=-2 4 3 8 14 11 7 -9 9 -11 -12 12 -14 -15 17 16 -18 19 -20 -21 21 25 23 -25 -26 -27 -28 -29 leaf_value=-0.00057812046013520468 0.011191207211588734 0.0050349343151057406 -0.027492262426703318 -0.020702836072303034 0.011427284402240818 -0.0021092346854690394 -0.019209959173030377 0.0051711053531116827 0.02325187000707394 -0.01233559682651645 -0.014018425405466257 -0.005203708596957797 0.017610806980866384 0.01555828567177866 0.0011690818421423595 -0.0011363159066538578 -0.016162721845602218 0.00061196099153758765 0.0090289235234385281 -0.010579005483955826 -0.0051172864854559909 0.011638337582844461 -0.0037958662212141314 0.001684452309223546 -0.0089351332022309955 -0.010475926595481017 -0.023527790352959439 0.0035050618104992552 leaf_weight=2909.1088270917535 8.8519135415554029 139.61919367313385 7.9091773778200141 6.8727048039436367 6.7097353637218458 928.23615597188473 14.610193014144899 17.100577965378761 6.9500207155942961 11.602743297815319 6.3985609561204901 11.853788226842882 13.818501234054564 6.8017145022749892 291.34939686208963 18.89363668859005 21.917518764734268 3344.9579640552402 90.870500430464745 24.096262991428375 8.9195295125246066 8.4506492167711276 162.20074844360352 964.79876565188169 54.971491128206253 7.7831379026174536 9.8655321747064573 6.589843675494194 leaf_count=8770 25 416 23 20 20 2883 44 54 21 34 20 38 41 27 827 55 67 9744 255 77 31 26 446 2820 159 23 31 20 internal_value=-2.62056e-05 -3.71133e-05 -0.00042451 -0.0102371 0.000288819 -0.00109741 0.00236903 -0.00606205 -0.00486954 0.000995766 0.00420001 -0.00173869 0.00707655 -0.00198072 0.000703529 -0.00509962 -0.00920621 0.000787237 0.00303771 0.000531921 -0.000345234 -0.00745147 -0.000284406 0.00089571 -0.000733109 0.00103586 -0.0147861 0.00750188 internal_weight=9112.11 9103.26 4159.43 33.3346 4943.82 1138.44 177.729 31.7108 25.4255 18.5528 146.018 960.71 25.6723 935.038 3805.38 54.1107 40.8112 3751.27 382.22 3369.05 4126.1 35.0188 4091.08 1127 2964.08 16.2338 18.7851 13.2996 internal_count=27017 26992 12404 98 14588 3523 534 98 75 55 436 2989 79 2910 11065 162 122 10903 1082 9821 12306 111 12195 3266 8929 49 62 40 is_linear=0 shrinkage=0.03 Tree=463 num_leaves=19 num_cat=0 split_feature=6 8 9 2 9 4 2 9 4 0 4 4 13 7 11 0 11 9 split_gain=0.651325 1.3292 1.29848 0.707761 1.68019 2.08393 1.16223 5.49784 4.27989 5.68319 3.51624 1.50241 2.40224 1.29456 4.38566 1.19224 0.778552 0.00349434 threshold=1.0000000180025095e-35 5.7000000000000002 4.5000000000000009 3.7000000000000006 3.9000000000000004 2.9950000000000006 2.9000000000000004 7.7000000000000002 2.5350000000000006 925.00000000000011 2.725000000000001 2.765000000000001 2.3000000000000007 1.0000000180025095e-35 -0.83333333333333315 575.00000000000011 -0.83333333333333315 4.9000000000000012 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 6 -5 16 11 8 9 -8 -10 13 -13 14 -2 -15 -6 -18 right_child=3 -3 -4 4 5 -7 7 -9 10 -11 -12 12 -14 15 -16 -17 17 -19 leaf_value=-0.025385894777880752 0.014327297853698632 0.0065607069098483793 -0.0032379634846107174 0.013386974941765648 -0.0042175607014123383 0.01008383142269983 0.004982740083433794 -0.021352536307475505 -0.023216514141736321 0.030427271232001049 0.0037555169087577049 0.023550760879337621 -0.00098745797780476941 0.00022349300423248877 -0.014843836571938149 -0.00081063990525855425 -0.023292769447081561 -0.021969017582539933 leaf_weight=4.1413739994168264 6.34795764833689 4.8595532029867163 5.6090596616268158 3.2293136194348362 2.9186255410313606 3.2935068979859343 82.364054337143898 7.7419726252555838 8.1273354068398493 8.7385388389229757 9.3596985191106779 6.3421756550669661 8.2763257622718793 6116.3138679787517 17.223837479948997 1200.251413449645 3.0860216021537763 4.2890698984265327 leaf_count=19 22 29 28 21 19 16 373 34 50 47 47 25 38 21390 73 4726 20 40 internal_value=7.12434e-05 -0.00625684 -0.012645 8.35904e-05 -0.00606404 -0.010687 9.7428e-05 0.0030726 0.004814 0.00742337 -0.0087801 5.03692e-05 0.00965835 3.12341e-05 -0.00698796 5.38479e-05 -0.0173327 -0.0225229 internal_weight=7502.51 14.61 9.75043 7487.9 16.8165 13.5872 7471.09 116.332 108.59 91.1026 17.487 7354.76 14.6185 7340.14 23.5718 7316.57 10.2937 7.37509 internal_count=27017 76 47 26941 116 95 26825 551 517 420 97 26274 63 26211 95 26116 79 60 is_linear=0 shrinkage=0.03 Tree=464 num_leaves=31 num_cat=0 split_feature=2 4 10 5 9 5 11 5 4 4 11 13 10 4 3 4 4 6 5 0 7 11 4 7 2 5 2 12 8 6 split_gain=1.3662 2.69522 2.44952 2.04729 4.16894 2.24058 1.9383 2.00269 1.84476 4.04152 2.95409 2.89575 3.57548 2.49551 2.36018 3.6013 3.01321 1.82912 1.8288 3.51277 1.79394 1.65032 2.6302 1.5403 2.60232 2.21336 2.14576 3.11669 2.27426 1.57895 threshold=2.3000000000000003 1.3450000000000006 1.1666666666666672 2.7950000000000004 8.9000000000000021 2.495000000000001 -1.8333333333333328 2.8850000000000007 1.5850000000000006 1.2550000000000006 -2.8333333333333326 2.5000000000000004 -1.0000000180025095e-35 1.7200000000000006 2.1000000000000005 1.0450000000000006 0.99000000000000055 0.90000000000000013 3.1200000000000006 475.00000000000006 2.5000000000000004 1.5000000000000004 2.7850000000000006 2.1000000000000005 0.3000000000000001 2.1750000000000012 0.50000000000000011 3.5000000000000004 2.5000000000000004 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 -2 3 4 5 -3 8 23 9 14 -11 -10 13 -13 16 -16 -1 -12 19 -9 21 22 -4 26 29 -26 27 -8 -28 -25 right_child=1 2 20 -5 -6 -7 7 18 11 10 17 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 28 -29 -30 -31 leaf_value=0.022373047930542365 -0.016565495092573292 -0.0031441617403720049 0.0015259584868916327 -0.021845422854801417 0.021673362286032189 0.01319812814803252 0.0016992045599460092 0.026688419320008615 0.014748357770451118 0.015786863987897887 -0.015763901605071406 -0.0018002544201289562 -0.01178667595789672 0.024234163391630693 -0.019348227319928597 0.0084157986222574543 0.0054658612358798233 -0.00302571267015002 -0.0018988340118201658 -0.002383028448944534 0.019262029062221363 0.012933458481375599 -0.023233564794610827 -0.0013571793019275895 -0.00091379429206571471 -0.015419030362747979 0.0031532561639421607 0.02196118319222682 -0.00016688632366648382 -0.02127727273801866 leaf_weight=13.345314651727675 10.63052114844322 313.43428082205355 89.015373364090919 4.8811186701059333 6.4154970645904532 7.7369030714035025 495.08743716776371 9.1618335694074649 26.727501526474953 6.5174426883459082 12.420304283499716 6.6850668042898196 11.441881753504274 6.570481114089489 6.9538554698228863 10.635739043354986 32.814203470945358 55.390901520848274 9.5044020116329175 6.3220162987709037 5.5335818938910952 10.62231872230768 4.0365141518414012 5.7884532362222663 663.40614707395434 9.6047857850790006 191.73797139525414 6.9279897958040229 5878.2656954266131 9.3915985524654371 leaf_count=37 44 1679 436 16 21 24 1457 29 91 20 40 20 39 24 20 32 93 170 30 21 32 39 27 20 2540 30 565 22 19367 32 internal_value=-3.73049e-05 -0.00163835 -0.00127908 -0.00255953 -0.00227216 -0.00275048 5.95771e-05 -1.8338e-05 0.00305493 0.00124855 -0.0035047 0.00790512 0.000499386 0.0111044 0.00679063 -0.00256041 0.0103539 -0.00535884 0.00846006 0.0148186 0.00261907 0.00173075 0.000451911 -4.75191e-05 -0.00139786 -0.0011208 9.38826e-05 0.00197883 -6.20104e-05 -0.0136813 internal_weight=7927.01 452.306 441.676 332.468 327.587 321.171 7474.7 7285.2 189.503 138.078 74.3286 51.4249 24.6974 13.2555 63.7491 17.5896 46.1595 67.8112 24.9883 15.4838 109.208 103.674 93.0519 7260.21 688.191 673.011 6572.02 502.015 6070 15.1801 internal_count=27017 2318 2274 1740 1724 1703 24699 24113 586 412 230 174 83 44 182 52 130 210 80 50 534 502 463 24033 2622 2570 21411 1479 19932 52 is_linear=0 shrinkage=0.03 Tree=465 num_leaves=28 num_cat=0 split_feature=7 11 3 5 2 10 2 8 4 4 5 8 2 3 10 4 4 0 4 9 0 11 4 8 3 5 4 split_gain=1.22482 2.43424 3.1679 4.46343 3.21099 3.03882 2.17558 2.04516 1.73766 2.67657 2.02467 1.2794 4.14304 1.54145 2.63966 1.44922 5.29596 2.01425 1.79078 4.81174 1.92591 1.76314 1.35537 0.745411 0.675433 0.576399 0.217573 threshold=0.3000000000000001 -0.83333333333333315 0.90000000000000013 1.7250000000000003 0.70000000000000007 -0.83333333333333315 1.3 4.7000000000000002 1.195000000000001 1.0150000000000006 2.1050000000000009 10.100000000000001 1.7000000000000004 3.7000000000000006 -1.0000000180025095e-35 2.3450000000000011 2.3750000000000009 525.00000000000011 2.2850000000000006 4.7000000000000002 875.00000000000011 1.0000000180025095e-35 1.6100000000000005 5.9000000000000012 1.9000000000000001 1.5450000000000002 1.2850000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 6 4 -4 -1 -3 -6 9 -5 -10 13 -13 15 22 18 21 -18 20 -20 -2 -17 -15 26 25 -7 -16 right_child=11 2 3 8 7 24 -8 -9 10 -11 -12 12 -14 14 23 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.008029597084987761 -4.2665259612497033e-05 0.0011387090055261773 0.010818440469117159 0.0076758322123079053 -0.021464446994447064 -0.019970741537910314 0.022217724498255622 -0.0077236997971850017 -7.703347362379057e-05 -0.024147869283846213 0.01341429777633229 0.009796985968310688 -0.023163710008401617 0.017712396707936215 -0.014396989564189663 0.0092567516250168236 -0.0025054929953780432 0.0038250195572801563 0.0075795445544995553 -0.011857770918759775 0.002904663047073314 0.025594873371478213 -0.0061740936489490025 -0.0064506277844270628 -0.026177848906816587 -0.0065817359399866944 -0.02383124613599057 leaf_weight=5.3350615650415447 8470.1137485653162 9.8355287313461321 6.1097760945558539 4.7136647254228574 14.796636581420897 6.1413938254117983 7.9837975502014151 28.576124280691147 22.751166895031929 4.8015220314264297 17.878174178302288 6.0058127939701071 8.0092587247490865 4.2326435372233409 3.4832232967019063 15.893773868680002 88.312255084514618 92.736970543861389 16.977803200483322 35.283267483115196 204.35029569268227 9.4965392202138883 4.3199969455599785 5.4808556735515586 5.8278859555721274 5.4723585695028305 5.9721275940537453 leaf_count=18 24751 29 21 24 48 20 22 88 80 24 71 18 28 24 23 56 292 364 61 110 683 35 18 24 29 20 36 internal_value=-2.56613e-05 -0.0028078 -0.00106712 -0.00315087 -0.0095431 -0.0117835 0.010583 -0.0124114 0.00315698 -0.00838294 0.00585957 1.78272e-05 -0.00903922 3.19993e-05 -0.00764311 5.21802e-05 0.00253654 0.00073712 -6.58984e-06 -0.00554326 2.6767e-05 0.0153676 0.00564717 -0.0152533 -0.0178439 -0.0136619 -0.0203558 internal_weight=9110.89 140.223 117.446 99.6271 49.4825 22.7767 17.8193 43.3728 50.1445 9.51519 40.6293 8970.67 14.0151 8956.65 23.4888 8933.16 206.44 181.049 8726.73 52.2611 8674.46 25.3903 8.55264 14.9362 17.4416 11.6138 9.45535 internal_count=27017 494 407 356 157 87 51 136 199 48 151 26523 46 26477 125 26352 747 656 25605 171 25434 91 42 83 69 40 59 is_linear=0 shrinkage=0.03 Tree=466 num_leaves=22 num_cat=0 split_feature=5 9 0 4 13 3 8 10 11 5 3 10 4 8 11 13 5 5 11 5 11 split_gain=0.658182 2.62019 1.40216 1.9377 1.66492 1.33907 2.47485 2.35912 2.84442 3.49602 1.20216 4.37373 4.7034 3.27161 3.2484 0.889371 1.83189 0.77421 2.74156 2.13177 0.557685 threshold=2.8250000000000006 9.3000000000000025 475.00000000000006 1.7650000000000006 2.3000000000000007 3.3000000000000003 6.1000000000000005 -0.83333333333333315 -0.83333333333333315 2.1750000000000012 2.9000000000000004 -1.4999999999999996 1.2550000000000006 4.9000000000000012 -0.66666666666666619 0.70000000000000018 1.6250000000000002 2.5050000000000012 -1.0000000180025095e-35 2.475000000000001 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 left_child=5 2 4 -4 -2 10 7 -7 -9 -10 15 -12 14 -14 -13 16 -1 19 -19 -17 -8 right_child=1 -3 3 -5 -6 6 20 8 9 -11 11 12 13 -15 -16 17 -18 18 -20 -21 -22 leaf_value=-0.020651398878950279 -0.019119167479060152 0.023710088111695022 -0.0033808485635460845 0.019612332702658282 0.0026031113467105743 -0.019215159594838677 -0.0093718068050100533 -0.015935164214909849 -0.011087830957840338 0.011141413891484752 0.027146316459977907 0.031703167786390866 -0.0088545690709752219 0.0035574499089934043 0.0068140589084965727 5.6978953907493667e-05 0.0031559228318201325 -0.011389691890394318 0.0025307270460381776 0.012247144028118754 -0.02389273376072169 leaf_weight=5.5799635276198369 5.4433816671371513 5.2653460353612891 7.0321442484855634 6.2129376977682114 7.622449018061161 5.9458991512656203 3.9373202323913556 7.2073146924376443 8.8279578089714104 22.845868840813637 6.4617961943149558 6.1901715993881252 34.670588046312332 42.591685861349106 19.864250093698502 7230.0551107861102 6.0765684545040131 22.775403827428818 28.878109000623226 12.93420873582363 6.0195915699005127 leaf_count=23 27 20 33 21 35 30 19 36 40 99 22 23 133 160 76 25887 23 106 125 48 31 internal_value=6.99833e-05 0.00439212 0.000526198 0.00740468 -0.00644665 5.17154e-05 -0.0046213 -0.00161618 0.00107514 0.0049458 8.62359e-05 0.00320229 0.00170475 -0.00201231 0.0127274 3.94165e-05 -0.0082406 5.26477e-05 -0.00360715 7.87476e-05 -0.0181506 internal_weight=7502.44 31.5763 26.3109 13.2451 13.0658 7470.86 54.784 44.827 38.8811 31.6738 7416.08 109.778 103.317 77.2623 26.0544 7306.3 11.6565 7294.64 51.6535 7242.99 9.95691 internal_count=27017 136 116 54 62 26881 255 205 175 139 26626 414 392 293 99 26212 46 26166 231 25935 50 is_linear=0 shrinkage=0.03 Tree=467 num_leaves=31 num_cat=0 split_feature=3 11 5 13 13 9 10 6 8 11 13 13 5 11 10 7 8 12 5 12 9 11 7 7 5 0 8 2 13 9 split_gain=1.33312 3.15898 7.23238 4.98877 3.40079 3.14454 2.50389 3.01076 6.09425 5.67851 3.21506 4.28975 3.46449 2.89616 2.43153 5.78997 5.80446 5.31233 4.18103 4.56394 4.17489 3.99881 3.82381 3.09713 2.70638 2.79945 3.52676 2.67116 4.31552 3.89522 threshold=0.90000000000000013 0.50000000000000022 1.4950000000000008 3.7000000000000006 1.5000000000000002 5.5000000000000009 0.83333333333333337 2.1000000000000005 4.7000000000000002 -0.33333333333333331 2.7000000000000006 2.5000000000000004 0.95000000000000018 -0.66666666666666619 0.50000000000000022 2.7000000000000006 3.7000000000000006 2.9000000000000008 1.6250000000000002 3.3000000000000007 7.7000000000000002 0.83333333333333337 2.7000000000000006 1.9000000000000001 1.0050000000000006 200.00000000000003 3.9000000000000004 0.70000000000000007 4.1000000000000005 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -6 -1 10 9 -9 11 -8 -12 -10 22 16 17 21 19 -17 -19 -16 27 -18 -24 -26 -27 -2 -29 -30 right_child=14 2 -4 -5 5 -7 7 8 13 -11 12 -13 -14 -15 15 18 23 20 -20 -21 -22 -23 24 -25 25 26 -28 28 29 -31 leaf_value=-0.0007315901890329597 0.0021424173865846313 -0.016869487179940832 -0.013730101198207747 -0.011131010716205087 -0.00085222372732595146 0.0079803696183421494 0.0016877616445142697 -0.017883376567933491 0.040314433409128513 0.018966674980243705 0.010149610150973088 0.016144613812179041 -0.0055478812720726528 0.013351202943913553 0.0009621035014038573 0.011397401432890863 -0.0013493420985721534 0.0053021586302101666 -0.010069334813803066 0.045028175306219408 0.026106198405609286 -0.011375962068382997 -0.024716005826604721 -0.0057982578475442087 -0.022643467203483748 0.0080145874912062546 -0.007567415099579815 4.8216836594422421e-05 0.026519180575929179 0.0039804778245292483 leaf_weight=1211.1589768137783 862.89279444515705 9.7193212211132032 52.14949993789196 39.956491149961948 148.15502953156829 48.03878065943718 85.210989370942116 8.5307337492704374 6.5453016459941864 6.734840631484988 15.266465518623589 23.585587725043297 73.939718414098024 7.9278003722429258 136.40240156650543 12.645630881190305 1177.6374363899231 149.73861633241177 4.9730467498302451 5.0948922783136359 9.2157564461231214 28.598544523119926 6.5424090325832358 159.95837058871984 6.8425613045692435 19.617818802595139 39.184850610792637 3398.0744369477034 7.2040149867534629 164.10661076754332 leaf_count=4496 2532 41 181 150 588 172 353 29 22 21 68 93 296 28 413 48 3992 453 18 23 27 86 30 650 25 65 170 11399 26 522 internal_value=-3.67475e-05 -0.000771175 -0.00358241 -0.00143007 0.000452356 0.00131047 -0.000188923 0.00269705 0.0115975 -0.00162593 0.00136026 0.00482181 -0.00286146 0.025545 0.000169376 -0.000803096 -0.00100875 0.00259426 0.0142411 0.0210558 0.00650832 -0.00117637 0.000532993 -0.00188137 -0.00631605 -0.00448225 -0.00236893 0.000644542 0.000282433 0.00492828 internal_weight=7925.65 1736.92 298.019 245.87 205.913 196.194 1438.9 227.741 29.7387 15.2656 198.003 108.797 89.2062 14.4731 6188.73 1684.26 1661.55 323.955 22.7136 17.7405 158.954 165.001 4504.47 1337.6 72.1876 65.6452 58.8027 4432.28 3569.39 171.311 internal_count=27017 6538 1132 951 801 760 5406 910 100 50 810 446 364 50 20479 5710 5621 979 89 71 480 499 14769 4642 290 260 235 14479 11947 548 is_linear=0 shrinkage=0.03 Tree=468 num_leaves=17 num_cat=0 split_feature=8 8 10 12 5 2 4 10 0 7 12 0 0 13 9 8 split_gain=1.21751 1.84633 3.4411 3.09336 1.50477 2.23036 5.00574 3.83184 3.13377 1.32803 4.39009 5.562 2.62704 1.63692 5.42292 1.57971 threshold=1.0000000180025095e-35 1.7000000000000004 1.0000000180025095e-35 2.3000000000000007 0.74500000000000033 1.7000000000000004 1.8200000000000007 -0.83333333333333315 200.00000000000003 2.7000000000000006 3.3000000000000007 525.00000000000011 475.00000000000006 4.5000000000000009 2.7000000000000006 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 7 -7 -3 -9 13 12 -12 -11 15 -15 -6 right_child=1 4 -4 -5 9 6 -8 8 -10 10 11 -13 -14 14 -16 -17 leaf_value=0.012547929956876971 0.011988446301506316 -0.013634063643128063 -0.020300343374658431 -0.012709840340570122 -0.0010466118214274591 0.025099046483482938 -0.0088784816121769226 -0.010737190146846369 0.008057800653632239 0.0001402467297701644 -0.00045917035346958185 -0.029051059814472108 0.007618750108611818 0.017298037278121441 -0.0042373137822883508 0.00012081668908783468 leaf_weight=6.9259100407361975 9.8936490416526848 12.335317641496657 11.556243345141409 8.4721066355705243 1214.7226555868983 11.469294637441637 5.9148470759391776 9.6384392082691175 46.516550034284592 76.746929243206978 23.650354087352756 8.2626042515039426 94.117656067013741 11.212385743856428 171.35535100102425 7386.8175098672509 leaf_count=21 29 36 35 26 3684 37 24 26 131 214 72 28 266 31 496 21861 internal_value=-2.55067e-05 -3.50734e-05 -0.00747495 0.000595149 -1.05367e-05 0.00394185 0.0135384 0.00150606 0.00483183 -4.83038e-05 0.00235196 -0.00786191 0.00425964 -0.000103713 -0.00291472 -4.40494e-05 internal_weight=9109.61 9102.68 29.922 18.3658 9072.76 85.8744 17.3841 68.4903 56.155 8986.89 202.778 31.913 170.865 8784.11 182.568 8601.54 internal_count=27017 26996 90 55 26906 254 61 193 157 26652 580 100 480 26072 527 25545 is_linear=0 shrinkage=0.03 Tree=469 num_leaves=21 num_cat=0 split_feature=5 5 12 8 12 3 3 9 8 8 11 11 3 6 0 9 13 5 3 4 split_gain=0.648347 4.38259 4.10458 2.34743 2.67844 2.78404 2.43603 1.80935 2.02716 1.68598 1.11686 1.00943 2.91824 3.89498 1.00618 0.765903 3.30881 1.58112 0.472592 0.00221096 threshold=2.6050000000000009 2.5350000000000006 3.3000000000000007 7.3000000000000016 3.5000000000000004 3.9000000000000004 1.9000000000000001 9.3000000000000025 5.9000000000000012 5.1000000000000005 3.1666666666666674 2.5000000000000004 1.9000000000000001 1.3 350.00000000000006 3.7000000000000006 1.1000000000000003 0.97000000000000031 2.3000000000000003 1.445000000000001 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 10 -3 4 6 7 -2 8 -6 -7 11 15 -13 -14 -4 16 -1 -17 -8 -16 right_child=3 2 14 -5 5 9 18 -9 -10 -11 -12 12 13 -15 19 17 -18 -19 -20 -21 leaf_value=0.013609671035914463 0.0086856785580304262 0.01103357645306418 -0.0090207891221141655 -0.015076408257220805 0.0044719037739134352 -0.023088098333073615 -0.024024400886646608 0.026214765685623819 0.02023711544735244 0.0043363904600235278 -0.010952041297923936 0.018998739849893385 0.011554913957313746 -0.010224036966666683 -0.023571598603367307 0.0022440058110509554 0.00054599320463496917 -0.00017736237112451597 -0.010013017691926191 -0.024387317806956511 leaf_weight=17.684225350618362 5.2523935884237281 5.0863528251647976 5.8034689575433758 6.0787081345915785 33.804074339568615 3.9464509263634664 4.4501745104789716 5.4665091782808295 9.3767875581979734 4.1276902481913567 8.2469913735985738 9.8770869076251966 14.136209659278395 15.487447306513785 4.7705432027578345 253.3703688159585 1314.8017596229911 5768.3045558594167 4.22199447453022 8.0145033895969373 leaf_count=59 23 24 27 28 145 24 22 19 34 20 36 31 47 54 26 943 4650 20746 21 38 internal_value=6.90497e-05 4.07012e-05 -0.0128462 0.00281268 0.00435193 0.00724618 -0.00743773 0.0099539 0.00789534 -0.00906806 8.19198e-05 9.42272e-05 0.00487714 0.000168732 -0.0193804 6.85372e-05 0.000719369 -7.54799e-05 -0.017203 -0.0240829 internal_weight=7502.31 7425.58 23.6749 76.7248 70.6461 56.7215 13.9246 48.6474 43.1809 8.07414 7401.91 7393.66 39.5007 29.6237 18.5885 7354.16 1332.49 6021.67 8.67217 12.785 internal_count=27017 26681 115 336 308 242 66 198 179 44 26566 26530 132 101 91 26398 4709 21689 43 64 is_linear=0 shrinkage=0.03 Tree=470 num_leaves=31 num_cat=0 split_feature=2 4 10 5 9 5 11 5 13 9 6 4 9 7 4 5 3 5 13 7 3 6 0 4 9 2 4 6 11 0 split_gain=1.30365 2.62298 2.34392 1.97091 3.93674 2.13939 1.84456 1.92946 1.80974 5.24581 3.12639 2.49967 5.21817 2.28425 2.12278 2.12132 2.11879 1.7568 3.48781 1.63162 1.607 3.73832 3.15127 1.51373 2.38542 3.19303 1.59534 1.64033 1.37496 1.17526 threshold=2.3000000000000003 1.3450000000000006 1.1666666666666672 2.7950000000000004 8.9000000000000021 2.495000000000001 -1.8333333333333328 2.8850000000000007 3.7000000000000006 4.5000000000000009 2.1000000000000005 1.6600000000000006 7.3000000000000016 1.1000000000000003 1.2550000000000006 1.5150000000000008 2.1000000000000005 3.1200000000000006 2.3000000000000007 2.5000000000000004 1.1000000000000003 1.7000000000000004 725.00000000000011 2.475000000000001 6.9000000000000012 1.9000000000000001 2.3950000000000009 0.3000000000000001 -0.33333333333333309 525.00000000000011 decision_type=2 2 2 2 2 2 2 2 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 29 3 4 5 -3 8 23 11 -10 -11 14 13 -13 16 -16 -1 18 -9 20 22 -22 -4 26 25 -25 27 -8 -28 -2 right_child=1 2 19 -5 -6 -7 7 17 9 10 -12 12 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=0.0079470615785678846 -0.026526506518265072 -0.0030744336549932542 -0.010438035416184935 -0.021478182883257389 0.020967472513323798 0.012889234527985476 -0.0041389828310005993 -0.0033220592190956345 -0.0083519055618999291 0.036338835745869373 0.009567795770945171 0.020699915885895894 -0.016317606509269545 0.0034756149820234184 -0.0096216934354161916 0.00073061523175077666 -0.0053647280272626965 -0.0018191984427622272 0.025963929980990334 0.018271667033446203 0.0013218565412633026 0.020925932090815037 0.014961387975207952 -0.011942062723805033 0.026041249984347578 0.014316634894542249 -0.024003102341238629 -3.4196644543990881e-06 -0.0015661383067695055 -0.0065016645327660803 leaf_weight=40.151602029800415 5.2069050669670087 312.67837681621313 19.896121673285965 4.8544194996356955 6.458886742591857 7.7426688820123664 87.374852888286114 5.9881072193384197 8.6403707340359706 6.6741545200347927 9.5349042713642103 18.192409671843055 6.1166832149028769 11.192929163575171 29.651831969618797 44.624662339687347 14.701214283704756 9.5135616213083249 9.4135299324989301 5.6431783176958552 68.08174491673708 10.046188980340956 5.6431411243975154 7.6109623089432779 4.9980193376541129 9.2123618572950345 4.6431896761059761 7139.3230565153062 5.2234113514423353 5.3460231721401215 leaf_count=113 21 1679 118 16 21 24 344 20 30 21 28 58 19 45 100 129 43 30 30 32 302 35 47 49 21 58 27 23508 26 23 internal_value=-3.60503e-05 -0.0016013 -0.00124764 -0.00250306 -0.00222126 -0.00268869 5.85417e-05 -1.74814e-05 0.00298073 0.0105272 0.0205909 0.00184167 0.00889172 0.0141391 -9.66329e-05 -0.00340212 0.00437934 0.0083167 0.0145776 0.00256228 0.00170713 0.00384267 -0.00482579 -4.60894e-05 0.00784343 0.00243706 -6.98797e-05 -5.3421e-05 -0.0121249 -0.0163821 internal_weight=7924.38 451.598 441.045 331.734 326.88 320.421 7472.78 7283.3 189.481 24.8494 16.2091 164.631 35.502 29.3853 129.129 74.2765 54.8528 24.9152 15.4016 109.31 103.667 78.1279 25.5393 7258.39 21.8213 16.8233 7236.56 7226.7 9.8666 10.5529 internal_count=27017 2318 2274 1740 1724 1703 24699 24113 586 79 49 507 122 103 385 229 156 80 50 534 502 337 165 24033 128 107 23905 23852 53 44 is_linear=0 shrinkage=0.03 Tree=471 num_leaves=25 num_cat=0 split_feature=13 9 10 6 9 10 10 12 5 11 9 10 8 10 6 2 4 2 5 3 5 4 11 3 split_gain=1.19703 1.21126 2.03476 2.00471 2.5539 3.46054 2.01797 4.31062 2.0045 1.8393 1.78718 4.36579 4.65674 5.05916 4.40471 5.00714 3.76825 3.05174 2.45684 3.57607 3.45492 4.00968 3.13403 1.92356 threshold=6.1000000000000005 6.3000000000000016 -3.1666666666666661 2.3000000000000003 4.9000000000000012 -1.4999999999999996 -1.4999999999999996 3.3000000000000007 1.8250000000000002 1.1666666666666672 6.7000000000000002 0.33333333333333326 4.5000000000000009 -0.49999999999999994 1.9000000000000001 1.9000000000000001 1.0350000000000008 0.50000000000000011 1.3350000000000006 0.50000000000000011 1.4450000000000007 1.7650000000000006 -0.66666666666666619 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 8 -6 7 -4 -5 -8 11 12 17 -14 15 -13 -16 -3 19 -12 21 -20 -22 -21 right_child=-2 10 3 4 5 -7 9 -9 -10 -11 18 14 13 -15 16 -17 -18 -19 20 23 22 -23 -24 -25 leaf_value=-0.015213386650784073 0.011007467352113045 0.0065336924781564014 0.0044441930345719216 -0.0006264719536879979 -0.022148252363085291 -0.0033997637518167149 -1.2940361755917172e-05 -0.002532899735942225 0.0087331593210983778 0.0016512181555385459 -0.018921052712086259 -0.0038434226230287844 0.0042190692062563399 -0.005918951236781861 0.034892524610178853 0.0089081023229065463 0.0069226713225018013 -0.010666421003187595 0.0091569081701106756 -0.00020860539319950743 -0.0028808302817143125 -0.0088548049590981507 0.00096662329244191823 -0.011111030449489263 leaf_weight=7.7776116877794257 8.8434530794620496 10.15800157189369 271.11669239401817 342.45602877438068 9.2796769142150861 196.11061624437571 5896.9397447034717 112.87543559074402 21.911122106015682 665.15262560546398 13.453177243471144 115.97107928991318 78.230657070875168 102.14403094351292 5.181733667850497 36.417602106928825 26.53366893529892 107.88119697570801 68.7160504758358 73.783507570624352 272.40918057411909 13.271932050585745 634.0593830421567 18.1468905210495 leaf_count=23 25 34 775 993 33 621 17081 345 73 1977 39 359 242 310 17 110 87 350 195 211 917 39 2108 53 internal_value=-2.44651e-05 -3.51861e-05 0.000123242 0.000139113 -0.00157162 -0.00424683 0.000279437 0.00239326 -6.3633e-05 0.000155744 -0.000791331 -0.00231222 -0.00455362 -0.00152197 0.00132085 -0.000796084 0.0114924 -0.00918625 -0.000120431 -0.0044748 0.000343807 0.00624123 -0.000189602 -0.00236072 internal_weight=9108.82 9099.98 7523.62 7515.84 569.757 205.39 6946.08 383.992 364.367 6562.09 1576.36 482.518 298.414 180.375 184.104 152.389 31.7154 118.039 1093.84 105.384 988.457 81.988 906.469 91.9304 internal_count=27017 26992 21921 21898 1720 654 20178 1120 1066 19058 5071 1509 936 552 573 469 104 384 3562 303 3259 234 3025 264 is_linear=0 shrinkage=0.03 Tree=472 num_leaves=21 num_cat=0 split_feature=8 8 7 4 8 4 12 3 5 11 0 2 8 5 5 3 4 12 4 9 split_gain=0.651333 1.03468 1.15902 1.31547 0.790231 2.1053 2.77975 3.67623 3.29947 2.62967 3.83928 3.74792 1.40039 3.53742 4.98931 3.27377 1.35611 3.14984 1.81182 0.475828 threshold=1.1000000000000003 1.7000000000000004 1.1000000000000003 0.91000000000000036 2.9000000000000004 1.1450000000000007 2.1000000000000005 0.90000000000000013 1.0250000000000006 1.0000000180025095e-35 525.00000000000011 0.50000000000000011 3.9000000000000004 2.0450000000000008 2.1750000000000012 1.1000000000000003 0.75500000000000023 1.3000000000000003 0.80000000000000038 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 2 -2 -4 5 9 8 -8 -7 10 -3 -11 13 15 -15 -6 17 -14 -18 -1 right_child=1 4 3 -5 12 6 7 -9 -10 11 -12 -13 16 14 -16 -17 18 -19 -20 -21 leaf_value=-0.00068161134028483074 -0.0040600761553342378 -0.0055578132190015469 0.020521258116324877 0.0025656492808504997 0.0023172298064447761 0.0094658697691871272 0.010356786761949954 -0.0033943881286516158 -0.013816380239279752 -0.011563452218262176 0.0052689700188111224 0.0066233958410098883 -0.027141250640004742 0.014131820636057949 0.0010133166092073551 -0.00071776352850075515 0.0078066623774845773 -0.0012513463512497519 -8.4561617621792297e-05 -0.013711391310933952 leaf_weight=4.792900398373602 6.2759333848953274 89.514187559485435 7.1822177022695524 7.5139315575361252 547.4757507443428 6.4619871824979773 20.11691389977932 134.35617542266846 35.982690885663033 11.561558246612547 43.951064109802246 86.47295606136322 5.4952861964702633 42.918730065226555 66.553599283099174 769.41134102642536 26.309722170233727 18.358413323760033 5566.2388899475336 5.3247606009244919 leaf_count=20 21 312 23 24 1815 22 72 488 126 41 152 297 19 151 276 2565 90 64 20416 23 internal_value=6.76134e-05 7.78855e-05 0.00673207 0.0113408 5.92068e-05 -0.00119175 -0.00347197 -0.00160358 -0.0102718 0.000747849 -0.00199248 0.00447856 0.000135304 0.000974741 0.00615644 0.000543989 -7.78827e-05 -0.00721572 -4.7438e-05 -0.00753897 internal_weight=7502.27 7492.15 20.9721 14.6961 7471.18 428.418 196.918 154.473 42.4447 231.5 133.465 98.0345 7042.76 1426.36 109.472 1316.89 5616.4 23.8537 5592.55 10.1177 internal_count=27017 26974 68 47 26906 1510 708 560 148 802 464 338 25396 4807 427 4380 20589 83 20506 43 is_linear=0 shrinkage=0.03 Tree=473 num_leaves=20 num_cat=0 split_feature=4 12 4 10 13 2 5 8 11 11 2 7 6 8 8 8 9 11 5 split_gain=1.29974 1.55341 1.40123 1.96934 2.82998 1.50009 1.98775 1.38753 2.21719 1.23773 3.082 1.83934 1.18632 0.882179 0.838397 1.14377 0.330158 0.218114 0.193662 threshold=2.7150000000000003 6.5000000000000009 2.5850000000000013 1.1666666666666672 2.1000000000000005 3.5000000000000004 1.3850000000000005 8.5000000000000018 0.50000000000000022 -1.8333333333333328 1.9000000000000001 0.3000000000000001 0.90000000000000013 8.1000000000000014 6.7000000000000002 7.3000000000000016 5.3000000000000016 -0.33333333333333331 1.6900000000000006 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 5 4 -4 9 -7 8 14 10 -1 -11 -10 -6 -2 -16 -9 -17 -8 right_child=7 -3 3 -5 13 6 18 16 12 11 -12 -13 -14 -15 15 17 -18 -19 -20 leaf_value=0.0038379067247016926 -0.022708350184810006 0.013420261665306613 0.015905539002901196 0.022087586884926565 -0.022185731289582452 0.0057289146904321202 -0.014084134317714481 -0.010413408337423158 -0.0033211824880900768 0.0031379479441189032 -0.0065009498888231277 -0.00015822098873872494 0.018698825950027382 0.0013230642763017888 0.0097221871834688653 -0.0082362166368475549 -0.024293103906994254 -0.021999965519307 -0.023701212069186101 leaf_weight=172.44913911819458 4.0206397622823769 7.7390981912612906 5.9683721624314803 6.1578508988022795 3.7489021010696888 4.3042002916336042 3.2302694916725159 2.5548823233693829 4.1387794129550439 155.52418510615826 30.546018205583096 7500.6187607683241 4.7053604871034622 2.3291618525981903 2.7057041078805923 2.0053628534078625 3.8922391757369041 2.144159667193887 4.5234871953725815 leaf_count=519 32 26 38 31 34 38 23 27 25 466 119 25489 24 17 18 20 25 21 25 internal_value=-3.58947e-05 -1.37771e-05 -2.69552e-05 0.00828661 0.00123187 -4.61826e-05 -0.0106195 -0.00671091 -0.00276094 -2.99604e-05 0.00228215 -9.12638e-05 0.00839415 -0.013177 -0.0118321 -0.00545316 -0.0187928 -0.0153483 -0.0196947 internal_weight=7923.31 7897.14 7889.4 18.2043 12.0464 7871.2 12.058 26.1671 19.72 7859.14 202.995 7656.14 8.84414 6.07806 10.8759 6.85523 6.44712 4.14952 7.75376 internal_count=27017 26825 26799 120 89 26679 86 192 140 26593 638 25955 49 51 91 59 52 41 48 is_linear=0 shrinkage=0.03 Tree=474 num_leaves=16 num_cat=0 split_feature=3 9 9 0 4 4 8 8 9 10 11 2 4 4 6 split_gain=1.18973 1.52268 1.41078 1.23426 2.02569 5.45163 1.73698 1.63039 1.42412 2.27833 1.95463 1.91247 3.8996 1.82904 1.75109 threshold=1.0000000180025095e-35 4.7000000000000002 10.500000000000002 725.00000000000011 1.3050000000000008 1.2350000000000005 10.100000000000001 6.1000000000000005 6.3000000000000016 -2.1666666666666656 -1.0000000180025095e-35 2.7000000000000006 1.4750000000000008 2.6250000000000004 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 8 5 -5 7 -6 11 10 -10 13 -13 -2 -11 right_child=2 -3 -4 4 6 -7 -8 -9 9 14 -12 12 -14 -15 -16 leaf_value=0.00037923118000526281 8.9079394992390845e-06 0.017883903925983609 -0.013586436282105976 -0.0029929526463637834 -0.00048250971913399888 0.025751736669797982 -0.015345353663919275 0.0031316334277485688 -0.0018871245912469704 -0.001377009392152879 0.018394055415232542 -0.031194202760873813 0.0038137178056747898 -0.010478468706080851 0.0027621383307138317 leaf_weight=10.868304505944254 6953.3731710612774 7.5998226329684249 6.9133995398879042 13.190995395183565 239.45257498323917 10.800024688243864 5.7746411561965934 211.61286649852991 7.4267110526561764 1347.6783453300595 10.083677664399145 2.9138158857822409 166.55426652729511 14.999164581298826 98.72655426710844 leaf_count=34 19976 25 30 37 774 31 20 758 23 4312 31 8 558 50 350 internal_value=-2.4072e-05 0.00758258 -3.95273e-05 -2.92158e-05 0.00144995 0.00994703 0.00100373 0.00121303 -0.0001119 -0.000964267 0.00979216 6.29138e-05 0.0032118 -1.36658e-05 -0.00109449 internal_weight=9107.97 18.4681 9089.5 9082.59 480.831 23.991 456.84 451.065 8601.76 1463.92 17.5104 7137.84 169.468 6968.37 1446.4 internal_count=27017 59 26958 26928 1620 68 1552 1532 25308 4716 54 20592 566 20026 4662 is_linear=0 shrinkage=0.03 Tree=475 num_leaves=17 num_cat=0 split_feature=2 4 9 8 4 4 2 8 13 4 10 4 6 2 13 12 split_gain=0.641063 1.34477 2.05101 1.01396 0.902429 4.42977 2.91458 7.20834 2.34019 1.78609 1.59466 1.02581 3.55545 1.62934 0.567901 0.00472843 threshold=3.9000000000000004 2.8450000000000011 5.5000000000000009 5.7000000000000002 2.5450000000000008 2.5250000000000008 2.9000000000000004 6.7000000000000002 2.3000000000000007 2.725000000000001 0.33333333333333326 2.3550000000000009 0.90000000000000013 2.9000000000000004 2.5000000000000004 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -2 5 11 7 10 -9 15 -6 13 -13 -1 -5 -8 right_child=3 2 -4 14 6 -7 9 8 -10 -11 -12 12 -14 -15 -16 -17 leaf_value=4.6524700140665093e-05 0.0070001557745955857 0.018104051118782872 -0.002526296838095461 -0.022521981151297641 0.037427560966919043 0.025831318672762216 -0.022513757326779963 0.00048752927548675721 -0.019729113579510443 -0.0010853447394754518 0.011442725555317253 -0.012290862453247465 0.0018192089815679512 0.0041934654813208178 -0.0047813859628648156 -0.023926773158207567 leaf_weight=7271.198478333652 2.9040479958057386 9.2242762595415133 8.1859589889645559 3.5066589377820492 4.2744034081697482 6.0082075446844092 6.1144542396068555 11.947093658149244 9.0618470683693868 5.1976246982812873 4.2280459329485893 26.122118137776852 41.776360787451267 86.282461814582348 3.0247823894023895 3.2719532400369644 leaf_count=25856 21 39 32 28 19 32 44 61 60 30 22 149 201 385 20 18 internal_value=6.62822e-05 7.6123e-05 0.00840406 -0.00774849 5.67274e-05 8.21178e-05 -0.00422231 0.00119965 -0.00823257 -0.0151939 0.024506 6.1283e-05 -0.00360926 9.51566e-05 -0.0143061 -0.0230063 internal_weight=7502.33 7492.89 17.4102 9.43549 7475.48 7431.39 44.0954 29.5114 21.0089 14.584 8.50245 7425.38 67.8985 7357.48 6.53144 9.38641 internal_count=27017 26948 71 69 26877 26623 254 162 121 92 41 26591 350 26241 48 62 is_linear=0 shrinkage=0.03 Tree=476 num_leaves=27 num_cat=0 split_feature=5 0 12 13 6 7 2 13 8 10 2 4 11 3 4 4 2 12 3 8 11 6 13 10 5 7 split_gain=1.25878 2.97252 3.96014 3.13946 4.55449 5.91894 2.86268 2.73952 4.08053 3.20906 3.1326 2.63017 1.85869 1.68469 1.65392 1.61457 1.68248 2.93314 2.74779 2.70338 4.14142 4.1055 1.57559 1.70315 1.69102 0.693615 threshold=0.99000000000000021 475.00000000000006 0.90000000000000013 4.7000000000000011 1.9000000000000001 1.5000000000000002 1.7000000000000004 3.5000000000000004 5.3000000000000016 -1.4999999999999996 0.90000000000000013 1.2550000000000006 -1.0000000180025095e-35 1.0000000180025095e-35 1.3250000000000008 0.53500000000000014 0.90000000000000013 4.3000000000000016 3.3000000000000003 3.1000000000000005 -1.0000000180025095e-35 2.9000000000000004 1.9000000000000001 1.1666666666666672 0.87000000000000033 1.7000000000000004 decision_type=2 2 2 2 2 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 25 4 11 -6 7 9 14 -1 -11 -4 -10 -2 -9 -15 17 18 -17 20 -18 -21 -8 24 -24 -3 right_child=13 2 3 -5 5 -7 22 8 12 10 -12 -13 -14 15 -16 16 19 -19 -20 21 -22 -23 23 -25 -26 -27 leaf_value=-0.016588459487691939 -0.013874302752755136 0.020074269265325378 -0.011196651563599232 -0.022092176898153366 -0.0068206927031419229 0.014986812075250974 -0.019850035671199199 -0.0048702886121429903 0.02247272595087994 -0.00085054415756876474 0.0074153154863876684 -0.0034488978132584886 0.00053042612506173491 -0.012224432952006977 -0.018037174902733967 0.0007995464208284057 0.0055017459099835466 -0.014689580207301281 0.01457831404899167 -0.00048848741781643684 -0.00046906836525422975 0.0078715089784061245 8.0507965475492082e-05 0.010011567240430563 -0.015072535250899464 0.0054249656839745249 leaf_weight=6.8184677585959426 7.7956515550613394 6.0753680467605573 63.956610545516014 9.1439430937170965 21.865740850567818 22.967155888676643 6.9420283734798423 31.731533899903297 6.1759544461965561 65.163210615515709 112.50997750461102 102.8487698584795 7.9430022835731489 9.5866942107677442 11.771003365516661 2113.5357978343964 183.25786463916302 10.939581364393232 13.106627181172369 4773.2278592698276 243.42727675288916 53.460597023367882 13.373155184090139 6.22117955982685 13.141361221671103 5.5811464041471481 leaf_count=29 39 19 246 39 77 85 37 111 24 226 428 544 31 27 47 6346 558 34 40 16929 746 161 69 35 69 21 internal_value=-3.50926e-05 -0.0014704 -0.00398179 -0.00488155 -0.00413796 0.00435093 0.00060115 0.00182523 -0.0038849 0.00360865 0.00438374 -0.00641955 0.0101285 6.45356e-05 -0.00843301 7.92186e-05 9.51775e-05 0.000804762 0.000884466 -0.00019355 0.00209535 -0.000395892 -0.00686815 -0.00411518 -0.00742978 0.0130602 internal_weight=7922.57 514.23 232.439 220.782 211.638 44.8329 281.791 242.113 57.6215 184.492 177.673 166.805 14.119 7408.34 43.5025 7400.54 7390.96 2137.58 2126.64 5253.37 426.685 4826.69 39.6777 32.7357 26.5145 11.6565 internal_count=27017 2137 1031 991 952 162 1106 896 213 683 654 790 55 24880 158 24841 24814 6420 6386 18394 1304 17090 210 173 138 40 is_linear=0 shrinkage=0.03 Tree=477 num_leaves=28 num_cat=0 split_feature=7 11 3 5 2 10 2 13 4 4 5 8 2 3 10 12 8 3 12 9 12 4 8 3 5 8 4 split_gain=1.15264 2.34927 3.03379 4.31267 3.11497 2.95447 2.09486 2.00436 1.66227 2.62741 1.9331 1.20081 3.94617 1.48963 2.55491 1.39468 5.60131 3.48875 2.06698 2.70688 1.69676 1.28387 0.732659 0.675084 0.564693 0.524296 0.207929 threshold=0.3000000000000001 -0.83333333333333315 0.90000000000000013 1.7250000000000003 0.70000000000000007 -0.83333333333333315 1.3 1.1000000000000003 1.195000000000001 1.0150000000000006 2.1050000000000009 10.100000000000001 1.7000000000000004 3.7000000000000006 -1.0000000180025095e-35 5.3000000000000016 7.3000000000000016 3.1000000000000005 4.9000000000000012 6.3000000000000016 4.700000000000002 1.6100000000000005 5.9000000000000012 1.9000000000000001 1.5450000000000002 7.9000000000000012 1.3050000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 6 4 -4 -1 -3 -6 9 -5 -10 13 -13 15 21 18 17 -17 20 -20 -2 -15 26 24 -7 -18 -16 right_child=11 2 3 8 7 23 -8 -9 10 -11 -12 12 -14 14 22 16 25 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.0079083601746549222 2.371028073687984e-05 0.0011196524349651891 0.010658520229969886 0.0076162711314621224 -0.0016342732894257643 -0.019714843181984357 0.021809477260575083 -0.016153035854661699 -4.446638330799118e-05 -0.024042786196516175 0.013126084209992783 0.0096853183411180748 -0.022420082615065992 0.017103784916186335 -0.014551510978228117 0.0044912685596746231 0.016042394534871683 -0.01270908863010038 -0.00070546200713181219 -0.012211951325084267 0.0045427405315154089 -0.006098096469770737 -0.0063841079994178575 -0.026045668992584224 -0.0064216614223361118 0.028294728174187475 -0.023772074703284508 leaf_weight=5.3447835296392467 8703.1343057230115 9.8374775499105471 6.1266487985849372 4.7202504351735097 11.75980858504772 6.0934980064630526 7.9747821986675254 31.428737699985504 22.727402582764626 4.71676005423069 17.952030651271343 6.0060147047042838 8.0822740718722326 4.2835531234741229 3.5767836198210698 43.578692547976971 6.0658588111400586 14.029701590538023 52.169950559735298 28.426210254430771 75.425979815423489 4.3022307902574539 5.4637057706713668 5.7189226374030104 5.4469394236803055 6.5238845646381378 5.7229336947202682 leaf_count=18 25592 29 21 24 37 20 22 99 80 24 71 18 28 24 24 142 20 50 175 100 251 18 24 29 20 22 35 internal_value=-2.37051e-05 -0.00272629 -0.001019 -0.00306151 -0.00935994 -0.0115817 0.0103828 -0.0121997 0.00313621 -0.0082074 0.00576776 1.8445e-05 -0.00873315 3.22168e-05 -0.00753537 5.20051e-05 0.00426395 0.000302367 1.86306e-05 -0.00476379 6.25381e-05 0.00547761 -0.0151032 -0.0176173 -0.0134406 0.0223914 -0.0202257 internal_weight=9106.64 139.848 117.244 99.4316 49.3152 22.6041 17.8123 43.1885 50.1164 9.43701 40.6794 8966.79 14.0883 8952.7 23.3492 8929.35 70.1981 57.6084 8859.16 80.5962 8778.56 8.58578 14.7634 17.2594 11.5404 12.5897 9.29972 internal_count=27017 494 407 356 157 87 51 136 199 48 151 26523 46 26477 125 26352 234 192 26118 275 25843 42 83 69 40 42 59 is_linear=0 shrinkage=0.03 Tree=478 num_leaves=31 num_cat=0 split_feature=9 5 2 7 4 5 2 4 12 13 7 5 4 7 10 3 12 8 2 10 2 10 4 13 8 4 13 8 5 4 split_gain=0.635628 3.30703 2.69327 6.08062 3.94086 2.7049 2.06381 2.34478 5.19162 6.12106 2.98711 2.66329 2.36367 2.25178 2.07373 1.61517 1.53705 2.64871 1.53257 1.46048 1.45649 3.99608 6.90756 4.5173 3.22994 3.8263 2.59279 7.4897 4.8027 4.56542 threshold=5.3000000000000016 2.225000000000001 1.1000000000000003 0.70000000000000007 1.3650000000000009 2.2850000000000006 3.5000000000000004 2.265000000000001 3.1000000000000005 2.3000000000000007 2.1000000000000005 0.89000000000000024 2.2350000000000008 1.7000000000000004 2.5000000000000004 0.50000000000000011 5.1000000000000005 6.1000000000000005 1.7000000000000004 1.0000000180025095e-35 1.5000000000000002 0.50000000000000022 2.0650000000000008 1.7000000000000004 8.5000000000000018 2.1250000000000004 2.9000000000000008 3.9000000000000004 1.9750000000000003 1.8300000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -4 -5 7 11 9 -9 13 15 14 -10 -13 -2 17 -6 -11 -14 21 24 23 -23 25 -1 27 -22 29 -28 right_child=6 2 4 5 16 -7 -8 8 10 18 -12 12 19 -15 -16 -17 -18 -19 -20 -21 26 22 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-1.1726068636627173e-05 -0.021918504402199567 0.038310527791530387 -0.020037127226101011 0.020157766200645487 0.003563882630356759 -0.0070434597124030569 -0.012980274041300709 0.040187904613467045 0.00060730774020956689 0.015453568356823828 -0.023233835160811459 -0.00030505237662505611 -0.024918863466591602 0.017035506263358428 0.011336606334567699 -0.0036085724895061067 -0.0060460055091752585 0.027046632967288681 -0.0097933121173810651 -0.0030658405301991131 -0.0076002193746707476 0.010654947949322478 0.029663464763123835 0.0015376767091311234 0.014587126285558355 -0.016165199588470472 0.0022703158260986363 -0.00032488485244953571 0.018630766660410091 -0.0040338887896652527 leaf_weight=2316.3028380572796 8.0521892607212084 7.266521334648135 5.816153451800349 5.6401379704475385 12.912335589528089 7.8966092467308044 11.462208174169062 7.3487606048584011 59.152088418602943 4.3723609000444394 4.2503601089119902 2835.3267841339111 5.5978124290704709 8.6009883433580381 13.838191300630568 9.3951115012168867 5.9118699431419364 6.4986092001199713 4.2843112125992775 5.4148909226059914 153.95226992666721 52.995490357279778 8.3675627708435041 634.32454127073288 13.547479033470152 13.273081660270689 389.01997040212154 737.01840509474277 13.629647299647329 140.80725043267012 leaf_count=7870 33 26 25 19 47 32 79 33 256 18 27 10250 25 42 49 37 24 22 24 24 550 173 29 2116 58 58 1399 2985 47 640 internal_value=6.54531e-05 0.000289431 0.00781558 0.0161733 0.00223197 0.00429004 -0.000274992 -0.000225886 0.00459767 0.0200521 0.00116235 -0.000373409 -0.000302127 0.0026928 -0.00024851 -0.0120589 0.00734675 0.0114257 0.00295853 -0.0141738 0.000202039 0.00057396 0.00257049 0.00224066 -1.88229e-05 -0.000103763 -0.000585871 -0.001582 0.00104724 0.000594906 internal_weight=7502.28 4525.18 51.9422 20.8033 31.139 13.5367 2977.1 2965.63 88.0089 16.0054 72.0034 2877.62 2860.18 67.7531 2849.16 17.4473 25.3228 19.4109 8.65667 11.0127 4473.24 3038.81 695.688 687.32 2343.12 2329.58 1434.43 890.971 543.457 529.827 internal_count=27017 16120 195 77 118 51 10897 10818 400 75 325 10418 10348 298 10299 70 93 69 42 49 15925 10304 2318 2289 7986 7928 5621 3535 2086 2039 is_linear=0 shrinkage=0.03 Tree=479 num_leaves=18 num_cat=0 split_feature=4 12 8 11 4 10 13 11 4 0 4 10 9 8 8 9 11 split_gain=1.25379 1.49674 1.36476 2.14253 1.33172 1.85403 2.71081 1.45009 1.55774 3.47817 2.21689 1.17848 0.883096 0.831253 1.11518 0.328286 0.218106 threshold=2.7150000000000003 6.5000000000000009 8.5000000000000018 0.50000000000000022 2.5850000000000013 1.1666666666666672 2.1000000000000005 -3.4999999999999991 2.0850000000000013 200.00000000000003 2.0650000000000008 0.33333333333333326 5.5000000000000009 6.7000000000000002 7.3000000000000016 5.3000000000000016 -0.33333333333333331 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 13 7 6 -6 -1 10 -10 -9 -5 -8 -2 -15 -4 -16 right_child=2 -3 15 11 5 -7 12 8 9 -11 -12 -13 -14 14 16 -17 -18 leaf_value=0.01596999555560321 -0.022649150222530671 0.013182095613417209 -0.010302245300977453 -0.0034672553846205605 0.015395425342538217 0.021337764907244237 -0.022044037586010409 -7.7922558549654188e-07 0.007288871893079865 -0.0032353639569378213 0.0086516142662196108 0.018438866430979008 0.0016518827757981156 0.0095437467941787129 -0.0081148355090813005 -0.024220925688830854 -0.021961200002869895 leaf_weight=5.0852881222963324 3.9487307034432941 7.7291762828826895 2.533090114593505 4.1461729109287244 6.0335013195872325 6.2370538711547843 3.7355063073337078 7531.4709989726543 31.503445141017437 274.73476017639041 26.745718643069267 4.7334960922598839 2.2790777310729027 2.7192590981721878 1.9911782853305364 3.832612507045269 2.1075403206050369 leaf_count=17 32 26 27 24 38 31 36 24836 143 1553 130 25 15 18 20 25 21 internal_value=-3.47373e-05 -1.3074e-05 -0.00661028 -0.00269878 -2.60038e-05 0.00806077 0.00118753 -4.47936e-05 -5.51491e-05 -0.00215271 2.98384e-05 0.00821027 -0.0130651 -0.0116958 -0.00535207 -0.0186823 -0.0152346 internal_weight=7921.57 7895.55 26.0121 19.6464 7887.83 18.2851 12.0481 7869.54 7864.45 306.238 7558.22 8.87967 6.01458 10.7667 6.81798 6.3657 4.09872 internal_count=27017 26825 192 140 26799 120 89 26679 26662 1696 24966 49 51 91 59 52 41 is_linear=0 shrinkage=0.03 Tree=480 num_leaves=17 num_cat=0 split_feature=8 8 12 4 5 5 2 10 11 10 2 2 4 8 4 12 split_gain=1.1496 1.76241 3.36119 2.21862 1.44793 2.36829 3.8844 2.42521 1.82033 2.06198 4.91355 1.64997 1.52162 1.49313 1.66068 1.60935 threshold=1.0000000180025095e-35 1.7000000000000004 2.5000000000000004 0.80000000000000038 0.76500000000000024 0.79500000000000004 1.3 0.33333333333333326 0.83333333333333337 -0.83333333333333315 1.3 0.90000000000000013 1.4650000000000005 10.100000000000001 2.3450000000000011 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 8 6 11 -8 9 10 -3 -6 -11 14 -7 -15 right_child=1 4 -4 -5 5 13 7 -9 -10 12 -12 -13 -14 15 -16 -17 leaf_value=0.012190245762236736 0.01357037524169614 -0.022828304747956409 -0.019361471761307012 -0.0080096230338234826 -0.0075045357522162898 -6.6249324073670401e-05 0.013297511041760857 -0.0092398327086565951 0.017971626885818034 0.0072989272612863643 0.0090586538561608452 -0.023424586823709244 -0.00098465173063885607 0.0017577438102285221 0.0026278109657668185 -0.018654599385677748 leaf_weight=6.9305557608604422 7.4199346303939882 8.7818784713745135 12.26839569211006 10.157028108835219 12.078533858060839 8692.0942498892546 9.8431777656078356 7.626846343278884 7.2126455754041663 54.863134235143661 8.6165836751461011 11.378632515668867 31.369210802018642 6.1610162556171399 210.92491330206394 7.9771470427513123 leaf_count=21 22 24 38 30 33 25656 32 21 22 152 28 31 101 20 761 25 internal_value=-2.34222e-05 -3.27253e-05 -0.00731091 0.00110015 -8.77321e-06 -5.09395e-05 -0.00725104 0.00345844 0.003399 0.00238475 -0.0070363 -0.0152271 0.00428556 -1.78931e-05 -2.42329e-06 -0.00975947 internal_weight=9105.7 9098.77 29.8454 17.577 9068.93 8958.08 40.9272 17.47 110.843 103.631 17.3985 23.4572 86.2323 8917.16 8903.02 14.1382 internal_count=27017 26996 90 52 26906 26579 117 53 327 305 52 64 253 26462 26417 45 is_linear=0 shrinkage=0.03 Tree=481 num_leaves=23 num_cat=0 split_feature=5 6 0 10 4 3 8 10 11 5 3 10 4 5 5 13 5 4 13 4 4 11 split_gain=0.636293 2.9025 1.54455 3.72969 1.72582 1.29176 2.39235 2.2727 2.74275 3.33133 1.14602 4.11263 4.48319 3.14671 3.11966 0.863111 1.79416 0.781979 5.06438 4.86807 0.690494 0.556747 threshold=2.8250000000000006 0.70000000000000007 475.00000000000006 0.50000000000000022 1.4950000000000008 3.3000000000000003 6.1000000000000005 -0.83333333333333315 -0.83333333333333315 2.1750000000000012 2.9000000000000004 -1.4999999999999996 1.2550000000000006 1.9500000000000004 1.8100000000000005 0.70000000000000018 1.6250000000000002 1.2550000000000006 1.5000000000000002 1.3650000000000009 1.4050000000000007 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 left_child=5 -2 3 20 -4 10 7 -7 -9 -10 15 -12 14 -14 -13 16 -1 18 -17 -19 -3 -8 right_child=1 2 4 -5 -6 6 21 8 9 -11 11 12 13 -15 -16 17 -18 19 -20 -21 -22 -23 leaf_value=-0.020513182058259635 0.027570831369944659 -0.0076110209548805952 -0.0039759700907136602 0.014363140926338733 0.017962690238079584 -0.019050226200675247 -0.0091877555996693391 -0.01580053892882595 -0.010948311696523685 0.010781899768828287 0.026183902577482522 -0.0069395093900185738 -0.013704813427267917 0.001149214909919145 0.017918981103125509 -0.0066000701001211019 0.0031018977401191111 0.0022150190241092852 -9.0201701479663567e-05 -0.00019558232891251262 -0.024400152647030104 -0.02379145371868778 leaf_weight=5.5260735228657705 4.1889361292123821 3.7165254428982752 5.8111790120601636 5.1455664932727805 7.2573926746845245 5.8480460196733466 3.9044984281063062 7.1347306743264154 8.770678058266645 22.999449983239174 6.5441088527441016 5.8474611639976528 16.263976737856865 60.887217581272125 20.376920893788338 112.78969146311283 6.0826185345649719 932.81892855465412 2316.7469852566719 3932.2107574045658 5.4197158515453339 5.8994163200259209 leaf_count=23 14 20 28 21 27 30 19 36 40 99 22 20 60 233 79 380 23 3175 7865 14746 26 31 internal_value=6.3975e-05 0.00431613 0.000754478 -0.0060652 0.00820726 4.60234e-05 -0.00455332 -0.00161298 0.00100813 0.00478291 7.98587e-05 0.00312031 0.00166028 -0.00198211 0.0123761 3.41159e-05 -0.00813956 4.71236e-05 -0.000392418 0.000266625 -0.0175705 -0.0179754 internal_weight=7502.19 31.5393 27.3504 14.2818 13.0686 7470.65 54.5568 44.7529 38.9049 31.7701 7416.09 109.92 103.376 77.1512 26.2244 7306.18 11.6087 7294.57 2429.54 4865.03 9.13624 9.80391 internal_count=27017 136 122 67 55 26881 255 205 175 139 26626 414 392 293 99 26212 46 26166 8245 17921 46 50 is_linear=0 shrinkage=0.03 Tree=482 num_leaves=31 num_cat=0 split_feature=3 11 5 13 13 6 9 10 9 4 6 10 10 13 12 13 9 4 4 4 2 12 9 5 7 5 5 4 12 11 split_gain=1.22483 3.03208 7.01839 4.83287 3.27982 3.09312 2.47605 2.75973 3.15491 4.35588 2.56739 2.35012 3.93678 4.32631 4.9328 3.97753 3.4997 3.39163 3.24874 3.45874 3.85803 3.70198 4.7022 3.01351 2.93409 4.61271 2.92374 4.48975 3.11783 2.87577 threshold=0.90000000000000013 0.50000000000000022 1.4950000000000008 3.7000000000000006 1.5000000000000002 1.5000000000000002 7.7000000000000002 0.83333333333333337 6.3000000000000016 1.3650000000000009 2.1000000000000005 -0.33333333333333309 -0.99999999999999978 4.5000000000000009 2.9000000000000008 4.9000000000000012 4.9000000000000012 1.195000000000001 2.1950000000000007 2.5050000000000012 2.3000000000000003 4.5000000000000009 4.7000000000000002 1.7250000000000003 0.3000000000000001 1.4550000000000007 1.4450000000000007 1.195000000000001 4.3000000000000016 -2.1666666666666656 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -6 7 -1 10 -10 -9 12 13 29 16 26 -15 -17 24 21 23 -20 -23 -21 25 -13 27 -14 -28 -2 right_child=11 2 -4 -5 5 -7 -8 8 9 -11 -12 18 15 14 -16 17 -18 -19 19 20 -22 22 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.00052819672884614011 0.010634553269183876 -0.016647112116538715 -0.013526932190560375 -0.010960532823907805 0.0039525363516499578 -0.0040607074484195543 -0.0072074950596061971 0.00063567166369164383 -0.0021667023759632288 0.02495990151290731 0.010855040063455454 -0.0079666331211874167 0.0033692552125597465 -0.0059570501399437035 0.029595407619306388 0.0019287125091937954 0.017466453274998382 0.025915714153067679 -0.01299586393709891 0.040290689013524769 -0.0027869701831529066 -0.022829137244981069 0.0085763589895986904 0.0032660518416856685 -0.00031379919240679663 0.0094298974955124969 0.0031195345071453394 -0.0022060737587427989 -0.0033022225945666768 -0.0010385963491755504 leaf_weight=1172.3404474444687 19.335049390792847 9.6027727797627431 51.832197494804859 39.704204902052879 131.44608126580715 64.68908528983593 43.60335835069418 174.40345551818609 9.0012409090995806 13.053530197590588 25.339781299233437 17.671849496662617 208.81513968110085 14.630026116967203 8.6958680376410467 9.9715316444635409 9.4481985270977003 11.336598560214041 55.904019273817539 3.7763210982084265 28.232458021491766 5.6213408485054996 18.126949168741703 4.155781477689743 3317.7049429789186 61.302247390151024 895.78883043304086 344.38462063297629 73.637017853558064 1077.351672641933 leaf_count=4376 62 41 181 150 540 220 141 726 26 50 87 54 648 49 30 31 27 38 318 28 180 42 82 18 10764 177 2716 1296 244 3675 internal_value=-3.36675e-05 -0.00073807 -0.00349612 -0.00137782 0.000471491 0.00130962 -0.000167803 5.23715e-05 0.00312104 0.0138887 0.00193212 0.000163903 0.00083416 -0.000511821 0.0102286 0.00181881 0.00323424 0.0146906 -0.000346236 -0.00528721 0.00240679 -0.00878051 0.00114252 0.0208928 -0.000177763 0.00553712 0.00163868 -0.000101566 0.00263174 -0.000832794 internal_weight=7920.91 1735.02 297.274 245.442 205.738 196.135 1437.74 1394.14 221.798 22.0548 199.743 6185.89 2673.39 1129.46 32.7741 1543.93 24.0782 21.3081 3512.5 115.817 36.1646 79.6523 23.7483 7.9321 3396.68 78.9741 1522.63 553.2 969.426 1096.69 internal_count=27017 6538 1132 951 801 760 5406 5265 889 76 813 20479 8816 3843 106 4973 76 69 11663 668 226 442 124 46 10995 231 4904 1944 2960 3737 is_linear=0 shrinkage=0.03 Tree=483 num_leaves=22 num_cat=0 split_feature=13 6 11 10 5 11 3 0 5 10 12 0 5 9 5 4 2 6 13 4 13 split_gain=1.15325 1.15304 2.46267 2.66721 3.93139 3.16307 1.2659 3.24638 5.60364 5.04671 3.04077 4.6839 4.45401 2.88796 2.76479 4.03353 4.72079 2.64144 2.67015 1.15635 0.850981 threshold=6.1000000000000005 3.1000000000000005 -0.83333333333333315 -1.0000000180025095e-35 1.5850000000000006 1.0000000180025095e-35 1.5000000000000002 200.00000000000003 1.9650000000000005 -0.83333333333333315 2.3000000000000007 350.00000000000006 1.9250000000000003 7.3000000000000016 1.0000000000000002 0.77500000000000036 1.5000000000000002 2.9000000000000004 2.7000000000000006 1.2850000000000008 4.9000000000000012 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 6 -3 4 -4 -5 7 8 9 -1 12 -12 -9 -10 15 -8 -17 18 -16 -19 -7 right_child=-2 2 3 5 -6 20 14 10 13 -11 11 -13 -14 -15 17 16 -18 19 -20 -21 -22 leaf_value=0.0026716986152121119 0.010811202950824736 0.009675607596453183 -0.026366995484943395 -0.013345168009218483 0.0019760277173118098 -0.00071623082483951613 -0.011351792032539342 0.00010289423082376525 0.018071987599851205 -0.0022246754821212108 0.0047057215056040226 0.00085007155336872258 -0.0087561295548924736 -0.0035280818165495925 -0.0012804256483957134 0.023780392926620798 -0.0047206432319279448 -0.018756927688510731 0.00048869022696297235 -0.002934141687657535 0.013638562974733964 leaf_weight=230.78925444185734 8.8329028487205488 9.3042160645127279 11.89864093065262 11.048996344208719 6.9931222423911086 6.3317087888717642 7.1172374486923244 2394.7746651768684 20.460337042808536 1057.7638301849365 337.84558929502964 1764.9938851967454 52.189755722880363 7.6552114188671103 1771.3342461958528 15.896075651049616 7.7954020202159873 10.185514815151693 1355.3337041959167 7.0231447517871848 8.9997814297676069 leaf_count=637 25 28 39 36 25 21 21 6723 59 2949 977 5258 171 23 5716 45 24 37 4152 25 26 internal_value=-2.35945e-05 -3.41162e-05 -0.00438157 -0.00727056 -0.0158753 -0.00110846 -7.87308e-06 0.000253266 -0.0010586 -0.0013477 0.000632908 0.00146953 -8.60543e-05 0.0121908 -0.000490429 0.00845287 0.0144025 -0.00057807 -0.000513557 -0.0122994 0.00771022 internal_weight=9104.57 9095.73 54.5765 45.2722 18.8918 26.3805 9041.16 5866.47 1316.67 1288.55 4549.8 2102.84 2446.96 28.1155 3174.69 30.8087 23.6915 3143.88 3126.67 17.2087 15.3315 internal_count=27017 26992 175 147 64 83 26817 16797 3668 3586 13129 6235 6894 82 10020 90 69 9930 9868 62 47 is_linear=0 shrinkage=0.03 Tree=484 num_leaves=28 num_cat=0 split_feature=6 8 9 4 3 4 4 10 4 5 5 3 7 5 5 5 9 11 10 2 9 2 5 4 12 4 10 split_gain=0.625932 1.27607 1.2851 0.719607 3.60299 3.61924 4.01489 4.54699 3.51642 4.4071 2.77764 3.21399 2.6275 8.14743 4.86654 3.63905 3.16447 2.22283 2.12451 2.12063 4.53423 2.06993 1.74969 1.49833 2.51944 0.531645 0.142145 threshold=1.0000000180025095e-35 5.7000000000000002 4.5000000000000009 1.8050000000000004 0.70000000000000007 2.1050000000000009 1.9850000000000003 -0.33333333333333309 1.7750000000000004 2.1750000000000012 1.0550000000000006 2.3000000000000003 1.3 0.8650000000000001 1.3050000000000006 1.3450000000000006 6.3000000000000016 -0.66666666666666619 -2.8333333333333326 2.7000000000000006 5.9000000000000012 1.9000000000000001 0.87000000000000033 2.2850000000000006 2.7000000000000006 2.1550000000000011 -0.49999999999999994 decision_type=2 2 2 2 2 2 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 8 5 6 17 -8 18 10 26 -12 13 -6 22 -16 -15 -5 -2 21 -21 -20 -14 25 -25 -7 -10 right_child=3 -3 -4 4 12 23 7 -9 9 -11 11 -13 14 16 15 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 leaf_value=-0.025266519851670066 -0.015279464424212887 0.0063582520069353663 -0.0031149226759069138 -0.01268886771494712 0.043239142304140318 -0.011054895659804621 0.024625327848795855 -0.0020191785258824682 -0.018289942783049008 0.014710628733850999 -0.003664231771652298 -0.022562723597399408 -0.01986750170533071 0.0038122794787729306 0.01336889123153104 0.00070888016147027601 -0.0011310998118250928 -0.00084154502924372048 0.0001870806567913955 0.0012770082505896882 0.027958869344510303 -0.001866427048316528 -0.0044929599722768132 -0.018400956720422523 0.007691129153501855 -0.021418391750390828 -0.025535564763300579 leaf_weight=4.0801531672477704 8.1304945200681669 4.8740877211093894 5.5812532305717468 21.633884444832802 4.4262135028839102 6.7812324166297939 10.257721379399301 13.159216843545435 4.65035280585289 9.2799921184778196 91.767338901758194 8.8830088824033719 7.0519832000136367 401.7723798006773 21.683169193565845 354.81576620787382 164.16683115437627 41.77728296816349 5655.6322752162814 22.927606970071796 7.6428957134485236 479.21160505712032 120.44279914349318 6.4142795056104642 6.9281309843063354 12.987211674451826 5.1194508671760541 leaf_count=19 30 29 28 95 21 34 45 61 21 33 350 34 38 1589 97 1441 625 181 19575 88 27 1773 600 40 50 71 22 internal_value=6.30426e-05 -0.00615636 -0.0124699 7.51162e-05 0.000750235 -0.0041814 -0.00096326 0.00965237 -5.30042e-05 -0.00514577 -0.00681456 -0.00533214 0.00130079 0.0026954 -0.00027748 0.00143799 0.00237831 -0.00488348 4.57406e-05 6.59504e-05 0.00794771 2.66748e-05 -0.00534336 -0.0126205 -0.00485248 -0.0178634 -0.0220867 internal_weight=7502.08 14.5355 9.66141 7487.54 1194.3 119.939 86.8281 23.4169 6293.25 119.7 110.42 100.65 1074.36 570.365 503.994 376.499 565.939 63.4112 6173.54 6165.41 30.5705 6134.84 127.495 33.1109 13.3424 19.7684 9.7698 internal_count=27017 76 47 26941 4988 577 382 106 21953 460 427 384 4411 2235 2176 1538 2214 276 21493 21463 115 21348 638 195 90 105 43 is_linear=0 shrinkage=0.03 Tree=485 num_leaves=31 num_cat=0 split_feature=7 9 8 0 8 8 5 0 5 4 12 12 9 3 0 4 9 5 11 4 12 9 5 7 2 8 8 7 5 11 split_gain=1.22478 2.9676 3.44731 3.16543 4.46574 3.75467 4.09103 2.51768 5.27656 3.64227 3.38379 4.17225 2.72201 3.2888 2.50344 2.34434 2.2496 2.91384 2.77682 2.57458 2.35349 2.18818 3.46505 2.45701 2.23292 3.04787 2.40096 2.07363 1.87963 1.23613 threshold=2.1000000000000005 3.5000000000000004 3.1000000000000005 200.00000000000003 4.7000000000000002 3.3000000000000003 1.1650000000000007 350.00000000000006 2.1050000000000009 1.7300000000000004 3.9000000000000008 2.7000000000000006 6.9000000000000012 1.1000000000000003 475.00000000000006 2.0050000000000012 2.1000000000000005 0.67500000000000016 -0.66666666666666619 1.1250000000000007 1.5000000000000002 2.3000000000000003 1.2050000000000007 1.1000000000000003 0.50000000000000011 3.9000000000000004 2.5000000000000004 1.7000000000000004 1.1250000000000007 -0.33333333333333331 decision_type=2 2 2 2 2 2 2 2 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 -2 4 -4 -5 -7 9 12 10 11 -3 14 -14 -9 -11 18 20 -1 -20 -18 22 23 -19 25 -23 -26 28 -21 -17 right_child=1 7 3 5 -6 6 -8 8 -10 15 -12 -13 13 -15 -16 29 17 21 19 27 -22 24 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.019098201687034924 -0.01078020782288909 -0.0012001512492056709 -0.0038322189970988385 0.025367170447985272 0.031439247854051298 -0.0046769441130463654 0.0068968166538799129 0.0045357764609521367 -0.021663523727003715 -0.020390024051330728 0.019728264089210797 -0.012254414616944967 -0.0044183865009265614 0.017952879192222378 -0.0019728127764427807 -0.014703917591397584 0.0064281502812216194 0.029577021921519269 0.0069320263450803662 -0.025443860592234809 -0.021167047576731542 -0.0014562389027749296 -0.0040388034215649918 0.0076795210149482717 0.003267941216860222 0.0035831384749544864 -0.00012704241226486684 0.0069660590168819309 -0.0012750558992817719 0.008947643237483217 leaf_weight=11.835832096636294 15.35142647475004 120.30800642073154 5.240557149052619 6.1980796456336966 8.4234333634376508 52.611457550898194 57.558508172631264 64.155026867985725 10.602717928588389 20.068306326866153 5.5847775787115088 41.270788207650185 9.6006903126835841 15.402538478374479 311.1106906272471 3.5021053068339825 3.8380442708730689 7.344097942113879 15.078976631164549 7.813816189765932 10.104911375790833 155.8096327483654 13.177980393171309 12.395141590386627 193.15813185274601 352.13057515025139 6376.2325783185661 4.6693096756935111 4.6014790534973145 4.6023833416402322 leaf_count=49 59 431 19 21 35 240 236 248 36 92 17 151 34 51 1257 22 17 28 52 36 53 447 48 53 564 1044 21609 22 18 28 internal_value=-3.25934e-05 -0.00118474 0.0026646 0.00425188 0.0179116 0.00264796 0.00136979 -0.0021079 -0.000774846 -0.00491187 -0.00323012 -0.00402365 -0.000221526 0.0093628 -0.000860111 -0.0148905 8.82101e-05 0.000129976 -0.00667439 -0.00210257 -0.013571 0.000156843 0.00787375 0.0158266 0.000120952 0.00203732 -2.72206e-05 -0.0100766 -0.0164862 -0.00127265 internal_weight=7919.78 751.591 145.383 130.032 13.664 116.368 110.17 606.208 410.872 195.336 167.164 161.579 400.269 25.0032 375.266 28.1728 7168.19 7124.19 43.9994 32.1636 13.943 7110.25 32.9172 19.7392 7077.33 507.94 6569.39 17.0846 12.4153 8.10449 internal_count=27017 2977 610 551 54 497 476 2367 1626 741 599 582 1590 85 1505 142 24040 23863 177 128 70 23793 129 81 23664 1491 22173 76 54 50 is_linear=0 shrinkage=0.03 Tree=486 num_leaves=17 num_cat=0 split_feature=8 8 10 12 5 2 4 10 0 7 12 0 8 13 9 8 split_gain=1.11975 1.68117 3.3236 2.90873 1.35691 2.14357 4.82574 3.57598 2.97312 1.24873 4.2217 5.26429 2.56489 1.51493 5.18301 1.46966 threshold=1.0000000180025095e-35 1.7000000000000004 1.0000000180025095e-35 2.3000000000000007 0.74500000000000033 1.7000000000000004 1.8200000000000007 -0.83333333333333315 200.00000000000003 2.7000000000000006 3.3000000000000007 525.00000000000011 3.3000000000000003 4.5000000000000009 2.7000000000000006 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 7 -7 -3 -9 13 12 -12 -11 15 -15 -6 right_child=1 4 -4 -5 9 6 -8 8 -10 10 11 -13 -14 14 -16 -17 leaf_value=0.012033409659696463 0.01178701743540464 -0.013249930404285648 -0.019834359583510802 -0.012202715974973563 -0.0010087763973924482 0.024693004152038529 -0.0087232574310365726 -0.0105723256035158 0.0077362022137521819 0.013369978146589578 -0.0004956068419789333 -0.028245259575153236 0.0026885073231200608 0.016955612922979063 -0.004101820516933901 0.00011772136635036163 leaf_weight=6.927486151456832 9.9079542458057457 12.345280319452284 11.444232597947119 8.4097244739532453 1213.6747655570507 11.312094300985338 5.9275634139776221 9.6414729356765729 46.397350028157234 23.45603147149086 23.60169824957848 8.3222544342279416 147.2218880802393 11.209762185811995 170.95171193778515 7382.1823884546757 leaf_count=21 29 36 35 26 3684 37 24 26 131 64 72 28 416 31 496 21861 internal_value=-2.33099e-05 -3.24922e-05 -0.00715093 0.000773228 -9.1244e-06 0.00374959 0.0132034 0.00136629 0.00458622 -4.49611e-05 0.00228355 -0.00772966 0.00415645 -9.87046e-05 -0.002806 -4.13322e-05 internal_weight=9102.93 9096.01 29.7619 18.3177 9066.24 85.6238 17.2397 68.3841 56.0388 8980.62 202.602 31.924 170.678 8778.02 182.161 8595.86 internal_count=27017 26996 90 55 26906 254 61 193 157 26652 580 100 480 26072 527 25545 is_linear=0 shrinkage=0.03 Tree=487 num_leaves=13 num_cat=0 split_feature=8 8 6 13 5 0 9 7 5 13 5 9 split_gain=0.62556 0.972424 1.15547 2.35737 0.764123 2.30208 1.1618 5.5827 0.82284 3.4277 2.08417 0.466313 threshold=1.1000000000000003 1.7000000000000004 1.3 3.5000000000000004 0.62500000000000033 475.00000000000006 1.7000000000000004 1.5000000000000002 0.79500000000000004 2.5000000000000004 0.88500000000000023 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 -2 -4 5 -3 7 -6 9 -8 -10 -1 right_child=1 4 3 -5 6 -7 8 -9 10 -11 -12 -13 leaf_value=-0.00062600821298016199 0.017145202421704198 -0.016539738546733872 -0.012074868821446139 0.012259279713126169 0.023981370070881178 0.0047904058799056832 0.012216079161156822 -0.013418740071406889 -0.0036127457471174184 -0.0006362937275783176 8.7029112619889159e-05 -0.013557670940566443 leaf_weight=4.7821902483701688 6.4004427939653423 9.2878418639302271 6.2547314018011084 8.3876476287841779 8.6591816991567594 8.9342409372329694 25.570240303874016 6.1383980065584174 139.69038899242878 69.264930486679077 7203.2437367774546 5.2810990810394287 leaf_count=20 20 38 23 25 26 39 100 21 516 262 25904 23 internal_value=6.23091e-05 7.23494e-05 0.00651236 0.00186455 5.42099e-05 -0.00608162 6.92125e-05 0.00846689 5.25052e-05 0.00282907 1.66454e-05 -0.0074124 internal_weight=7501.9 7491.83 21.0428 14.6424 7470.79 18.2221 7452.57 14.7976 7437.77 94.8352 7342.93 10.0633 internal_count=27017 26974 68 48 26906 77 26829 47 26782 362 26420 43 is_linear=0 shrinkage=0.03 Tree=488 num_leaves=27 num_cat=0 split_feature=0 9 4 5 12 9 2 7 3 5 5 5 5 5 12 9 4 10 9 5 4 11 5 5 4 2 split_gain=1.20162 2.95017 2.68766 2.69664 2.57278 3.41476 1.97777 1.41147 4.31382 3.55095 3.28149 4.52747 2.90913 3.36441 2.84894 2.68017 3.57445 2.53961 2.36141 5.20002 2.16149 2.14205 1.81881 1.61778 0.00335734 0.000148006 threshold=875.00000000000011 8.9000000000000021 1.1050000000000006 1.0050000000000006 2.3000000000000007 5.7000000000000002 2.9000000000000004 0.90000000000000013 1.1000000000000003 0.93000000000000027 3.1200000000000006 2.9450000000000007 1.7650000000000006 1.8050000000000004 1.7000000000000004 4.9000000000000012 0.90000000000000036 -1.4999999999999996 5.7000000000000002 1.6050000000000004 1.2150000000000005 -2.8333333333333326 2.6050000000000009 2.0350000000000006 1.7000000000000004 2.3000000000000003 decision_type=2 2 2 2 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 -2 24 5 -5 -6 8 12 -10 11 21 15 -14 -15 17 -17 -1 19 -11 -20 23 -23 -9 -4 -26 right_child=1 -3 3 4 6 -7 -8 10 9 18 -12 -13 13 14 -16 16 -18 -19 20 -21 -22 22 -24 -25 25 -27 leaf_value=-0.015576424710006949 0.030818243747855287 0.022076746389768302 -0.022637568640914645 -0.0024721781176183025 -0.0029733183316510616 0.028756965547203625 -0.014654411494611391 0.0027111278780082662 0.019485236958982147 0.0025881523282463843 -0.022212230841491855 0.025892960061830474 -0.027942841723167695 -0.021452682380048015 -1.6318679687691555e-05 0.019211873423167238 0.00053896308340804159 -0.0024184214500508751 0.0055899866659743893 -0.0022005103231541013 0.0017056892747402022 -0.00021164528976228833 -0.0067012014743021778 0.022073637941474242 -0.021451032997710572 -0.021101722005015307 leaf_weight=13.965030379593371 2.0144005268812171 4.1606397181749335 2.7597593888640395 8.3136440068483335 96.490939415991306 5.0748359784483901 15.084581449627875 9.3717041984200495 9.8462835699319822 433.84774332493544 6.1006312668323508 5.9794287681579581 7.3114073723554602 7.3875305950641659 22.803525000810623 9.6223798990249616 224.14470738917589 241.51751795783639 176.44493214786053 385.37467432767153 478.84432826191187 5701.921121712774 39.135432980954647 6.6319212764501563 2.725656520575285 1.8210569955408571 leaf_count=57 7 16 19 46 618 26 141 28 33 1383 18 18 22 21 67 27 723 853 503 1114 1401 19681 118 21 30 26 internal_value=-3.22336e-05 -0.00280259 -0.00357344 -0.00409721 -0.00306144 0.00936507 -0.00455256 1.70634e-05 0.000701444 0.00152914 -0.00022151 -0.000198231 -0.00163094 -0.00968352 -0.00526164 -0.00101369 0.00130758 -0.00313766 0.00140923 0.000335493 0.00275159 -0.00022533 -0.000255883 0.010735 -0.0218121 -0.0213111 internal_weight=7918.7 138.446 134.285 132.27 124.964 13.3885 111.576 7780.25 2011.11 1484.36 5769.14 5763.04 526.752 37.5025 30.1911 489.25 233.767 255.483 1474.51 819.222 655.289 5757.06 5741.06 16.0036 7.30647 4.54671 internal_count=27017 929 913 906 831 72 759 26088 6204 4434 19884 19866 1770 110 88 1660 750 910 4401 2497 1904 19848 19799 49 75 56 is_linear=0 shrinkage=0.03 Tree=489 num_leaves=18 num_cat=0 split_feature=13 6 4 2 5 0 2 7 2 10 10 9 8 9 13 3 2 split_gain=1.11074 1.12803 2.22587 2.26171 3.76849 3.68016 2.84496 2.99808 2.59237 2.11845 2.55191 4.18919 4.42894 3.26404 2.35997 3.58658 2.37439 threshold=6.1000000000000005 1.7000000000000004 2.5350000000000006 1.7000000000000004 0.8650000000000001 725.00000000000011 0.90000000000000013 0.90000000000000013 1.0000000180025095e-35 -3.1666666666666661 -1.4999999999999996 5.7000000000000002 3.5000000000000004 5.9000000000000012 4.3000000000000016 1.3 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 6 -5 -6 8 -8 -3 -1 11 12 -11 -13 16 -16 -12 right_child=-2 2 -4 4 5 -7 7 -9 -10 10 14 13 -14 -15 15 -17 -18 leaf_value=-0.014964902190774511 0.010621619631450519 0.013325044589748763 0.014738445195727441 0.013438626388630578 -0.0038246581440837136 0.0094623116147752352 -0.0022501362896000772 0.001401690589555299 -0.0018399360665210672 0.015135354392492965 -0.00029777875752476477 -0.015078558415200857 0.0032492862619106192 -0.0001742555896715837 0.012456412560420233 -0.0040825175674432616 0.001192609436357161 leaf_weight=8.3131061643362028 8.8136544525623304 10.279695317149161 8.5050340443849546 12.68530125916004 380.63890010118484 19.73371034860611 253.71617900580168 999.05784392356873 774.65682448446751 32.160888284444809 4995.8889741748571 15.03276291489601 229.90571044385433 109.9306339174509 32.571572497487068 18.505122035741806 1191.4855809286237 leaf_count=25 25 33 31 37 1125 64 847 2892 2399 90 14543 46 676 328 94 53 3709 internal_value=-2.32334e-05 -3.35512e-05 -0.000582339 -0.000635508 -0.00265971 -0.00316977 -0.000225188 0.00066211 -0.00164133 0.000169895 0.000188885 0.00255269 0.00470795 -0.0019672 4.22356e-05 0.00646435 -1.07788e-05 internal_weight=9101.88 9093.07 2459.27 2450.77 413.058 400.373 2037.71 1252.77 784.937 6633.79 6625.48 387.03 262.067 124.963 6238.45 51.0767 6187.37 internal_count=27017 26992 7428 7397 1226 1189 6171 3739 2432 19564 19539 1140 766 374 18399 147 18252 is_linear=0 shrinkage=0.03 Tree=490 num_leaves=31 num_cat=0 split_feature=9 13 5 7 10 4 4 8 7 13 11 5 5 9 2 2 5 12 0 5 3 12 11 4 4 5 10 5 12 9 split_gain=0.624965 3.20702 3.29819 2.63911 1.9815 2.67413 3.52034 2.56923 2.21378 4.22362 2.66315 1.68126 3.62848 6.09439 4.70039 1.99042 1.53483 4.85429 3.56659 3.56418 3.0724 3.49085 2.71869 6.48408 3.47054 2.67237 4.86267 1.9261 3.20977 3.90518 threshold=3.7000000000000006 1.1000000000000003 1.1550000000000007 0.70000000000000007 0.50000000000000022 2.015000000000001 1.195000000000001 5.5000000000000009 1.5000000000000002 3.7000000000000006 0.83333333333333337 1.4750000000000008 1.3450000000000006 3.3000000000000003 1.3 0.90000000000000013 0.97000000000000031 1.1000000000000003 525.00000000000011 0.93000000000000027 0.50000000000000011 1.9000000000000001 0.33333333333333326 1.5850000000000006 1.2150000000000005 0.98000000000000043 0.83333333333333337 1.4150000000000007 1.3000000000000003 7.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 11 8 6 -6 -7 9 -5 -10 12 14 -14 -3 -13 17 18 -2 22 -21 -22 24 -24 -19 26 -18 -27 29 -29 right_child=16 3 -4 4 5 7 -8 -9 10 -11 -12 15 13 -15 -16 -17 25 19 -20 20 21 -23 23 -25 -26 27 -28 28 -30 -31 leaf_value=0.029094543063852941 -0.020401833899380963 0.0011963711374184598 0.0027225890260998368 0.0022072181651911151 0.0075124016167186234 0.024610799685735752 0.00015190186645315753 0.0052580275913346481 -0.0024561278964989482 -0.012950431377123192 0.0040299119155592323 -0.023992177422873861 -0.0075102628874897086 0.025286633984156336 -0.014255050066260955 -0.0054941783692712019 -0.016553107198962635 -0.0091739862144165352 0.0051993383628355615 0.021975066370529272 0.017101599348296578 0.00014051025332346683 0.012589406486052361 -0.0098300295449864506 0.002149031516411536 -0.00084065664712076914 0.012862019692323288 0.0044457585307868964 0.00018034809489215811 0.028545547111859849 leaf_weight=7.131854563951495 13.954307168722154 44.738033309578896 10.629134356975554 429.54580111801624 79.074532896280289 9.3525265157222766 224.54951058328152 18.165562719106674 352.85757476836443 17.20766744017601 67.945198632776737 7.0715213418006924 9.912484362721445 10.501569420099257 29.339122116565704 20.161308526992798 20.996770128607753 36.050606191158295 7.5458791106939307 14.040230453014372 16.726821184158325 31.464743599295616 42.520011305809021 15.971247911453245 75.139461971819401 2131.0664447024465 6.6630463898181906 49.473669603466988 3695.1785057410598 6.8947492390871039 leaf_count=23 50 142 36 1490 257 37 790 94 1296 55 241 23 32 34 110 68 78 123 28 50 56 120 145 74 297 7729 23 166 13327 23 internal_value=6.14611e-05 0.000649122 0.0133121 0.000478792 0.000906184 0.00288045 0.00206884 0.0118354 0.000152618 0.00162339 -0.00140886 -0.00373003 -0.00183724 0.00936139 -0.00492334 -0.0102975 -6.61246e-05 0.00222011 -0.0114166 0.00348434 0.00962549 0.00602754 0.00123203 0.0064677 -0.00152217 -0.000164151 -0.00946722 -0.000120408 0.000288729 0.00739354 internal_weight=7501.87 1338.18 17.761 1320.42 1198.7 331.142 303.624 27.5181 867.556 446.753 420.803 121.724 94.4912 20.4141 74.0772 27.2328 6163.69 253.413 21.5002 231.913 62.2318 48.1916 169.681 58.4913 111.19 5910.27 27.6598 5882.61 3751.55 56.3684 internal_count=27017 4728 59 4669 4260 1178 1047 131 3082 1545 1537 409 318 66 252 91 22289 943 78 865 226 176 639 219 420 21346 101 21245 13516 189 is_linear=0 shrinkage=0.03 Tree=491 num_leaves=19 num_cat=0 split_feature=4 12 3 3 4 10 13 2 5 6 9 9 9 9 6 7 5 8 split_gain=1.18574 1.44148 1.37278 1.84601 1.2879 1.75394 2.60592 1.40741 1.97329 1.20404 3.40008 2.60176 0.875472 0.818154 1.00058 0.194015 0.0023417 0.000739156 threshold=2.7150000000000003 6.5000000000000009 1.9000000000000001 2.5000000000000004 2.5850000000000013 1.1666666666666672 2.1000000000000005 3.5000000000000004 1.3850000000000005 1.1000000000000003 9.5000000000000018 9.9000000000000021 5.5000000000000009 3.7000000000000006 1.3 1.3 1.8450000000000004 6.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 13 -4 7 6 -6 9 -9 11 -11 -1 -8 -2 16 -10 17 -15 right_child=2 -3 3 -5 5 -7 12 8 15 10 -12 -13 -14 14 -16 -17 -18 -19 leaf_value=-0.00052550060766144095 0.0023757811713931818 0.012962737257345624 0.010085047861352699 -0.013721441262148401 0.01500411392625391 0.020739104292123355 -0.021997818874530339 0.0059437233123894682 -0.023542038427520486 0.0001660321298039794 0.010419566751380682 -0.017160202076646775 0.0016920021936743181 -0.0220598009670556 -0.0010009453084870344 -0.013791583910481709 -0.022779369618380788 -0.021361324074865337 leaf_weight=2403.4197300933301 2.5121722053736475 7.7006856054067603 7.5061909779906255 4.8099353909492493 6.0830942802131194 6.3026972264051428 3.6673535481095314 4.2721303887665254 4.4791821613907814 5412.7032519131899 29.263507798314095 8.4920153617858869 2.2748770117759705 2.003263518214224 2.7661204524338237 3.1132171303033829 1.9298379570245741 4.2700618579983711 leaf_count=9066 30 26 35 20 38 31 36 38 27 17415 86 26 15 17 21 21 14 55 internal_value=-3.15255e-05 -1.05349e-05 -0.00645276 0.00078767 -2.32065e-05 0.00792006 0.00120136 -4.17151e-05 -0.0103664 -2.6118e-05 0.000221169 -0.000584069 -0.0129286 -0.0130673 -0.0166041 -0.0195439 -0.0218655 -0.0215844 internal_weight=7917.57 7891.77 25.7976 12.3161 7884.07 18.328 12.0253 7865.74 11.8645 7853.88 5441.97 2411.91 5.94223 13.4815 10.9693 7.5924 8.20316 6.27333 internal_count=27017 26825 192 55 26799 120 89 26679 86 26593 17501 9092 51 137 107 48 86 72 is_linear=0 shrinkage=0.03 Tree=492 num_leaves=14 num_cat=0 split_feature=3 4 9 3 10 8 3 10 8 8 2 4 13 split_gain=1.10062 1.49979 1.36213 1.16098 2.54164 2.21442 1.64099 6.14407 3.33924 1.41839 3.48001 1.68479 0.635811 threshold=1.0000000180025095e-35 1.3150000000000006 10.500000000000002 3.7000000000000006 -0.83333333333333315 5.9000000000000012 3.5000000000000004 -0.33333333333333331 5.5000000000000009 10.100000000000001 1.7000000000000004 2.3450000000000011 2.9000000000000008 decision_type=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 -6 right_child=2 -3 -4 4 5 -7 7 8 -10 10 -12 -13 -14 leaf_value=-0.0027085961329725355 -7.4171895262078967e-05 0.014638786400478908 -0.013420193531064575 0.012540451456036574 -0.023153796305897537 0.0017971856358203484 -0.018403572970598584 0.0071278247868975823 0.041249340035453427 0.0080852171237603566 -0.02182261525096842 0.0026575410370480649 -0.0082521987417025922 leaf_weight=7.76644238829613 8812.5346292108297 10.617444001138209 6.8399610966444007 5.0495952069759396 9.0284103676676768 7.3635424450039855 4.7521290928125373 5.6297622770071012 4.766934335231781 5.9806005209684363 8.4470134600996953 207.99273663759232 3.6062619276344767 leaf_count=22 25926 37 30 23 60 31 22 28 15 18 29 755 21 internal_value=-2.27701e-05 0.00731022 -3.76137e-05 -2.75272e-05 -0.00647736 -0.0112794 -9.67612e-06 0.00985586 0.0227727 -2.62176e-05 -0.00942508 -1.11848e-05 -0.0189005 internal_weight=9100.38 18.3839 9081.99 9075.15 25.0478 19.9982 9050.1 15.1488 10.3967 9034.95 14.4276 9020.53 12.6347 internal_count=27017 59 26958 26928 135 112 26793 65 43 26728 47 26681 81 is_linear=0 shrinkage=0.03 Tree=493 num_leaves=24 num_cat=0 split_feature=5 6 0 10 3 3 8 10 11 5 3 5 5 4 5 11 12 5 10 4 5 4 11 split_gain=0.616676 2.74288 1.46816 3.61141 1.69325 1.25036 2.33509 2.21448 2.64417 3.19516 1.09517 2.15138 4.59073 1.94714 1.40074 2.2158 4.51051 1.90523 1.94685 1.71836 1.56907 0.6819 0.555128 threshold=2.8250000000000006 0.70000000000000007 475.00000000000006 0.50000000000000022 2.9000000000000004 3.3000000000000003 6.1000000000000005 -0.83333333333333315 -0.83333333333333315 2.1750000000000012 3.1000000000000005 1.8550000000000004 2.0250000000000008 1.5050000000000006 2.5050000000000012 0.83333333333333337 3.9000000000000008 2.475000000000001 1.0000000180025095e-35 2.0050000000000012 2.4450000000000007 1.4050000000000007 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 left_child=5 -2 3 21 -4 10 7 -7 -9 -10 14 -12 -13 -14 17 19 -17 20 -19 -16 -1 -3 -8 right_child=1 2 4 -5 -6 6 22 8 9 -11 11 12 13 -15 15 16 -18 18 -20 -21 -22 -23 -24 leaf_value=8.1054850911558554e-05 0.026723248894010579 -0.007496551197660851 0.021849660129215191 0.014039868647396692 -0.00038942235788066006 -0.018920185906030004 -0.009054542522946343 -0.015641840440344421 -0.010820932375403233 0.010488738998139903 0.020329350299778205 -0.021099811973126225 -0.00095674530284783942 0.014438323021855813 -0.0062739544318712271 0.018361040264622052 -0.011569751078834234 0.00051486482739528355 0.022115422264671822 -0.025277667282756985 -0.010620331029556573 -0.024276720129330479 -0.023707201479875376 leaf_weight=7288.362041734159 4.2309160679578808 3.6938062384724635 4.9476370811462393 5.1787627488374701 8.1682941913604719 5.7808329984545699 3.8817999660968763 7.0530941784381822 8.7178797721862846 23.144814923405647 6.8057203739881507 6.4010835587978354 14.452319383621218 15.139450445771216 34.09991018474102 9.4617481082677859 8.6960927471518499 7.9306289106607419 7.1328729093074799 4.8973573222756377 12.352060496807097 5.3167946711182594 5.8099364638328552 leaf_count=26097 14 20 20 21 35 30 19 36 40 99 23 25 58 56 158 39 38 32 24 22 54 26 31 internal_value=6.06016e-05 0.0042469 0.000764221 -0.00592387 0.00799968 4.29285e-05 -0.00448917 -0.00159461 0.000979062 0.00465825 7.61678e-05 0.00486127 0.00193648 0.00691953 4.83911e-05 -0.00462984 0.00402669 8.49402e-05 0.0107432 -0.00866048 6.29492e-05 -0.0173979 -0.0178384 internal_weight=7501.66 31.5362 27.3053 14.1894 13.1159 7470.12 54.3884 44.6966 38.9158 31.8627 7415.73 42.7986 35.9929 29.5918 7372.93 57.1551 18.1578 7315.78 15.0635 38.9973 7300.71 9.0106 9.69174 internal_count=27017 136 122 67 55 26881 255 205 175 139 26626 162 139 114 26464 257 77 26207 56 180 26151 46 50 is_linear=0 shrinkage=0.03 Tree=494 num_leaves=30 num_cat=0 split_feature=0 9 2 5 5 3 12 8 7 3 5 5 5 5 5 12 9 4 10 9 5 4 11 5 10 4 5 3 4 split_gain=1.14439 2.8134 2.56847 2.08492 2.96745 5.27295 3.87357 2.00304 1.34051 4.13155 3.38658 3.14542 4.37462 2.79838 3.26881 2.74235 2.5718 3.41268 2.44772 2.26731 4.99082 2.09146 2.06132 1.75427 1.60677 0.458421 0.331923 0.00980393 0.00246114 threshold=875.00000000000011 8.9000000000000021 2.9000000000000004 1.0050000000000006 1.1050000000000006 0.90000000000000013 2.1000000000000005 4.7000000000000002 0.90000000000000013 1.1000000000000003 0.93000000000000027 3.1200000000000006 2.9450000000000007 1.7650000000000006 1.8050000000000004 1.7000000000000004 4.9000000000000012 0.90000000000000036 -1.4999999999999996 5.7000000000000002 1.6050000000000004 1.4550000000000007 -2.8333333333333326 2.6050000000000009 1.0000000180025095e-35 2.6150000000000007 0.8450000000000002 2.1000000000000005 1.8050000000000004 decision_type=2 2 2 2 2 2 2 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 26 5 -5 -6 -4 9 13 -11 12 22 16 -15 -16 18 -18 -1 20 -12 -21 24 -24 -10 27 -2 -9 -28 right_child=1 -3 7 4 6 -7 -8 25 11 10 19 -13 -14 14 15 -17 17 -19 -20 21 -22 -23 23 -25 -26 -27 28 -29 -30 leaf_value=-0.015355412128701217 -0.0074281974447487379 0.021443671953428493 0.0086411046489861254 -0.0069943709334016205 0.019781573401550647 0.043099838413387687 -0.0038316655856243356 -0.021611525149674418 0.018836581777463751 0.018968958900241889 0.0025294379812306109 -0.02171521296213863 0.025528534444298399 -0.027587464461451695 -0.021090971356323863 -2.0842189254148362e-05 0.018737834055427911 0.00052528791091252741 -0.0023747539850135424 0.0042842306219018703 -0.0021614127307957973 0.00088746781845628069 -0.00020593596343141277 -0.0065767767930247911 -0.00038768264318029953 -0.006013774408245548 -0.022587279277181224 -0.023850266317404809 -0.021257954726961827 leaf_weight=13.823212333023546 1.9705133624374855 4.1978897154331198 2.6998403631150714 3.9242428019642821 6.6841555982828131 3.6501855365931988 96.782382305711508 8.9823744259774667 9.0764066725969297 9.9137345403432828 434.21791402250528 6.1179260015487662 5.9448855966329566 7.2550476342439643 7.3520738482475307 22.800886049866676 9.6586292088031751 224.18260543048382 241.24736332520843 347.96781066060066 385.2372417896986 307.13791415840387 5700.766950301826 39.166785836219788 6.878033995628356 1.8733089640736569 2.6365868672728539 2.1896561086177817 2.3894822746515274 leaf_count=57 16 16 22 33 34 28 599 99 28 33 1383 18 18 22 21 67 27 723 853 993 1114 911 19681 118 21 20 19 13 30 internal_value=-3.12497e-05 -0.00273945 -0.00349827 -0.0019801 -0.000979277 0.0171465 -0.0023062 -0.0148796 1.67887e-05 0.000683792 0.00149351 -0.000215739 -0.00019291 -0.00159999 -0.00950828 -0.00515829 -0.000994908 0.00127754 -0.00307822 0.00137602 0.000324204 0.0026917 -0.000219476 -0.000249408 0.0105489 -0.0197475 -0.0178639 -0.0220503 -0.0219553 internal_weight=7916.73 137.981 133.783 118.038 111.041 7.57443 103.467 15.7452 7778.75 2010.79 1484.47 5767.95 5761.83 526.32 37.408 30.153 488.912 233.841 255.071 1474.56 819.455 655.106 5755.89 5739.93 15.9544 13.0453 6.99658 11.172 5.02607 internal_count=27017 929 913 759 694 61 633 154 26088 6204 4434 19884 19866 1770 110 88 1660 750 910 4401 2497 1904 19848 19799 49 132 65 112 49 is_linear=0 shrinkage=0.03 Tree=495 num_leaves=31 num_cat=0 split_feature=13 3 4 13 11 7 5 5 10 5 2 12 4 4 11 5 5 4 8 5 6 10 11 6 5 9 4 8 4 4 split_gain=1.07904 4.67536 2.97819 4.01104 3.99929 6.5988 3.34216 8.54339 4.09848 3.40603 4.31679 2.96516 2.9478 5.74675 3.51687 3.02668 4.24942 2.93428 2.8579 2.73478 2.72023 2.54483 2.53021 2.41099 2.35889 3.63501 6.391 2.96073 2.77132 2.58083 threshold=1.7000000000000004 0.90000000000000013 1.5850000000000006 1.3000000000000003 1.5000000000000004 0.70000000000000007 2.1050000000000009 1.8600000000000005 -1.0000000180025095e-35 2.225000000000001 1.9000000000000001 1.5000000000000002 1.2950000000000006 1.2250000000000005 -0.66666666666666619 1.1850000000000007 1.2250000000000008 1.7150000000000005 6.9000000000000012 1.3850000000000005 0.70000000000000007 0.83333333333333337 0.50000000000000022 1.1000000000000003 0.82000000000000028 3.3000000000000003 1.7000000000000004 2.7000000000000006 2.1250000000000004 2.515000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 23 -6 7 17 -9 -8 -11 19 13 14 -13 18 -17 -4 -14 -1 24 22 -3 -5 -2 26 -26 -27 -28 -29 right_child=20 2 6 4 5 -7 9 8 -10 10 -12 12 15 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 27 28 29 -30 -31 leaf_value=-0.0099442799350499354 0.013054366380312758 0.0057064545726054775 0.0062613273595873665 -0.0053044036195700178 0.022385219045548452 -0.0084338103586726956 0.017092151456953038 -0.02181846920716924 -0.0049119455552944892 -0.0082008950160728979 0.010250510721261021 -0.0093966916950046272 -0.0056465219707421237 0.034522275827033058 0.01454383221381402 0.029428634807503899 0.0046451642066976679 -0.00096988438932903501 0.01253335739458304 0.0099461229644827176 -6.2461766401413765e-05 -0.010380052754028004 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-0.0122825 0.00624468 0.00186997 0.00338947 0.00517776 0.0132349 0.00566216 0.00297202 0.0073253 0.00101548 -0.00236717 -0.00481874 9.16194e-05 0.000832396 0.00241592 -0.00648227 0.00205102 0.00172466 -0.00577669 0.00248424 -0.0191232 0.00283351 internal_weight=9099.39 990.222 808.418 437.775 308.779 25.1097 370.643 306.045 52.4808 64.5971 46.0325 181.805 149.281 32.084 23.6653 117.197 64.5591 253.565 52.638 32.5233 8109.17 128.996 113.033 283.669 591.19 574.161 52.7934 521.367 20.0359 509.213 internal_count=27017 3047 2510 1391 976 83 1119 912 157 207 151 537 446 88 65 358 194 755 164 91 23970 415 364 893 1784 1725 162 1563 71 1529 is_linear=0 shrinkage=0.03 Tree=496 num_leaves=17 num_cat=0 split_feature=11 5 11 6 10 12 3 5 6 2 2 0 4 13 9 4 split_gain=0.612835 0.622945 0.679746 2.25647 2.78117 1.92023 1.83388 3.53848 2.21943 1.40243 0.87879 1.45229 0.928148 0.839717 0.413346 0.266937 threshold=3.1666666666666674 3.0650000000000008 1.8333333333333337 1.3 -0.83333333333333315 4.700000000000002 1.5000000000000002 1.5750000000000008 0.90000000000000013 1.3 3.9000000000000004 575.00000000000011 2.975000000000001 4.7000000000000011 5.3000000000000016 1.5850000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 6 9 -6 8 -8 -4 -5 12 -12 13 -1 -2 -3 right_child=14 15 3 4 5 -7 7 -9 -10 -11 11 -13 -14 -15 -16 -17 leaf_value=-3.9527217134548117e-05 -0.00080400415114835293 0.012758408278496707 0.0067961552808885111 0.00084839622888693053 -0.0021083814224110882 -0.01777632284126333 0.016274108262745276 0.0028574586563839964 -0.015873794035837517 0.017214697603407627 0.0049469809880184215 -0.022099423634146111 0.010180655052694148 0.0021243554840085044 -0.013030245704474752 0.0028008473729384331 leaf_weight=7086.8588510528207 4.6415871083736402 4.7401641309261304 7.7269479334354383 9.2035110145807284 83.866969287395477 7.6851070970296851 24.447651907801628 64.021557800471783 7.8204939961433411 9.6560994535684568 3.1475214362144461 4.1330866850912571 8.0839730650186521 165.16320197284222 5.3655338734388351 4.9564842581748962 leaf_count=25526 17 21 26 31 292 34 78 215 27 31 21 39 34 578 28 19 internal_value=5.96893e-05 6.95997e-05 5.97512e-05 0.00172446 -0.00126256 -0.00342359 0.00489513 0.00656503 -0.00460702 0.00922792 1.06329e-05 -0.0104068 2.10798e-05 9.75473e-06 -0.00735937 0.00766856 internal_weight=7501.52 7491.51 7481.81 214.428 110.412 91.5521 104.017 88.4692 15.5474 18.8596 7267.39 7.28061 7260.11 7252.02 10.0071 9.69665 internal_count=27017 26972 26932 734 388 326 346 293 53 62 26198 60 26138 26104 45 40 is_linear=0 shrinkage=0.03 Tree=497 num_leaves=28 num_cat=0 split_feature=5 0 12 13 6 7 2 13 8 10 2 4 11 4 3 13 10 5 4 8 13 7 9 3 5 0 7 split_gain=1.13414 2.7615 3.77109 3.06584 4.36823 5.67197 2.71172 2.61071 3.90016 3.06175 3.03059 2.59675 1.73451 1.60666 1.58286 1.55997 1.6537 1.65825 1.55306 1.5561 4.03271 4.27533 2.07397 1.78997 2.57775 1.29585 0.657629 threshold=0.99000000000000021 475.00000000000006 0.90000000000000013 4.7000000000000011 1.9000000000000001 1.5000000000000002 1.7000000000000004 3.5000000000000004 5.3000000000000016 -1.4999999999999996 0.90000000000000013 1.4650000000000005 -1.0000000180025095e-35 1.3250000000000008 1.0000000180025095e-35 1.9000000000000001 1.1666666666666672 0.87000000000000033 0.53500000000000014 5.5000000000000009 5.1000000000000005 2.7000000000000006 9.9000000000000021 3.9000000000000004 3.0650000000000008 475.00000000000006 1.7000000000000004 decision_type=2 2 2 2 2 2 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 26 4 11 -6 7 9 13 -1 -11 -4 -10 -9 -2 -8 17 -17 -16 23 22 -22 -21 24 -20 -25 -3 right_child=14 2 3 -5 5 -7 15 8 12 10 -12 -13 -14 -15 18 16 -18 -19 19 20 21 -23 -24 25 -26 -27 -28 leaf_value=-0.016350405237152338 -0.013560706387018773 0.019561341886066789 -0.0093485226082580097 -0.021884947184604778 -0.0066631555295961573 0.014687179755321663 -0.019734168280449379 -0.0047740177345270522 0.021646951426958383 -0.00087745857187817493 0.0072476454636082486 -0.0017025366337308286 0.00052943217310958475 -0.017818890839744871 -0.012002528698655326 0.00017945445845302043 0.0099279688033047583 -0.014891937086709245 0.00036798841738314088 -0.00075146684190913204 0.034018666977554797 -0.00025213129546500153 0.013882614085052526 0.0013755898219395151 -0.017599098180380541 0.01993850564610853 0.0053262271846718371 leaf_weight=6.7232447788119307 7.666390895843505 6.116464823484419 97.989490650594234 8.9732144847512227 21.754732854664326 23.079138532280922 6.8340464606881133 31.634236812591553 6.2622133791446686 65.173930272459984 112.86095578968525 67.524159174412489 7.9375280290842039 11.618213295936583 9.5653166174888593 13.309212960302832 6.2317258194088927 12.976261436939238 5227.2765216939151 2115.7265547439456 6.2238649725913984 6.9173236712813377 8.7520072311162931 6.3665862083435041 7.1965656131505957 7.2261298596858978 5.5903712213039398 leaf_count=29 39 19 391 39 77 85 37 111 24 226 428 399 31 47 27 69 35 69 16667 8001 18 28 28 23 22 27 21 internal_value=-3.06564e-05 -0.00139534 -0.00382623 -0.00471175 -0.00397916 0.00432736 0.000599251 0.00178595 -0.00379944 0.00352277 0.00427326 -0.00622921 0.00984245 -0.00827805 6.38365e-05 -0.00670497 -0.00396667 -0.00726079 7.79606e-05 9.36062e-05 -0.000588699 0.015979 -0.00069118 0.00037152 0.000343287 0.011244 0.0127636 internal_weight=7915.51 512.589 231.028 219.321 210.348 44.8339 281.562 242.21 57.4522 184.758 178.035 165.514 14.1997 43.2525 7402.92 39.3512 32.5172 26.2855 7395.25 7385.69 2137.62 13.1412 2124.48 5248.07 5234.47 13.5927 11.7068 internal_count=27017 2137 1031 991 952 162 1106 896 213 683 654 790 55 158 24880 210 173 138 24841 24814 8075 46 8029 16739 16689 50 40 is_linear=0 shrinkage=0.03 Tree=498 num_leaves=15 num_cat=0 split_feature=13 6 11 10 5 11 8 8 10 12 3 2 9 13 split_gain=1.06515 1.06893 2.38099 2.58276 3.85247 3.0435 1.39453 1.52799 3.12852 2.8009 1.36727 3.99133 1.57355 0.828946 threshold=6.1000000000000005 3.1000000000000005 -0.83333333333333315 -1.0000000180025095e-35 1.5850000000000006 1.0000000180025095e-35 1.0000000180025095e-35 1.7000000000000004 1.0000000180025095e-35 2.3000000000000007 2.7000000000000006 0.50000000000000011 9.9000000000000021 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 -3 4 -4 -5 -1 8 9 -8 12 -12 -9 -7 right_child=-2 2 3 5 -6 13 7 10 -10 -11 11 -13 -14 -15 leaf_value=0.013784923068343861 0.010409251431952307 0.0095845069234963189 -0.026085025894370981 -0.013081982792756644 0.0020476983775952733 0.00088289258273734463 0.011572714426656366 9.1022049537543037e-05 -0.019376667128171359 -0.011984446390501882 -0.019234617322974903 -0.0013059780864010623 -0.0085337372668150575 0.014838661709689544 leaf_weight=6.5932383686304084 8.8012602329254133 9.3103967085480672 11.74803112447262 10.975790530443193 6.9858991652727118 7.948374003171919 9.9230855703353935 8694.4555540829897 11.138141512870787 8.3774316161870939 11.650793366134165 273.91946993023157 19.080080196261406 7.39386385679245 leaf_count=20 25 28 39 36 25 26 29 25477 34 26 60 1099 72 21 internal_value=-2.21919e-05 -3.22925e-05 -0.00422645 -0.00708061 -0.0155943 -0.00102031 -7.05725e-06 -1.71291e-05 -0.00684073 0.000788948 5.19289e-06 -0.00203744 7.21364e-05 0.00760858 internal_weight=9098.3 9089.5 54.3624 45.052 18.7339 26.318 9035.14 9028.54 29.4387 18.3005 8999.11 285.57 8713.54 15.3422 internal_count=27017 26992 175 147 64 83 26817 26797 89 55 26708 1159 25549 47 is_linear=0 shrinkage=0.03 Tree=499 num_leaves=31 num_cat=0 split_feature=6 4 4 3 4 4 10 4 9 9 10 8 10 12 9 12 9 8 11 10 5 11 10 5 4 12 2 5 4 5 split_gain=0.604722 1.28506 0.690657 3.42549 3.50992 3.83878 4.28668 3.39966 4.31395 2.88967 2.60003 3.3758 3.30603 3.57518 3.1705 2.43754 2.37881 2.28395 2.15936 2.086 3.56298 3.15137 2.04908 1.71589 1.48188 2.45113 1.3134 0.714467 0.531801 0.260703 threshold=1.0000000180025095e-35 1.7000000000000004 1.8050000000000004 0.70000000000000007 2.1050000000000009 1.9850000000000003 -0.33333333333333309 1.7750000000000004 7.9000000000000012 4.3000000000000016 -1.1666666666666663 8.3000000000000025 1.0000000180025095e-35 3.7000000000000006 7.1000000000000005 3.5000000000000004 6.9000000000000012 9.1000000000000014 -0.66666666666666619 2.1666666666666674 1.6600000000000006 1.0000000180025095e-35 -2.8333333333333326 1.1150000000000009 2.2850000000000006 2.7000000000000006 1.9000000000000001 1.8550000000000004 2.1550000000000011 1.5450000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 18 -7 19 9 23 11 15 14 -14 -12 -5 -11 -13 -4 22 21 -21 -2 -9 28 -26 -24 -22 -6 -3 right_child=2 29 3 10 24 6 -8 8 -10 16 12 17 13 -15 -16 -17 -18 -19 -20 20 27 -23 26 -25 25 -27 -28 -29 -30 -31 leaf_value=0.001125295253122244 -0.015110888366628506 -0.0095546283036066285 -0.012516358924699331 0.001636234623375124 -0.010881807260108574 0.023799099104719754 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27.474329382181168 6.3074140250682813 6.9524743258953094 484.85891084372997 7.2704820334911346 12.781129606068133 3.3276839032769203 leaf_count=34 30 19 95 266 34 45 61 39 23 269 1534 38 1042 969 192 341 23 29 181 53 21 51 19512 106 40 50 1802 24 71 23 internal_value=5.89227e-05 -0.00606482 7.07704e-05 0.000732129 -0.00408699 -0.000926206 0.00941364 -5.47636e-05 -0.0050695 -0.00644567 0.00126773 0.00473878 0.000640576 0.00230922 -0.00131799 0.00603657 -0.00315193 -0.00949263 -0.00477975 4.21983e-05 0.00657702 0.000744078 -4.3402e-06 -0.0134459 -0.0124524 -0.00471462 1.5576e-05 0.0191709 -0.0177134 -0.0171695 internal_weight=7501.47 14.4852 7486.98 1194.41 119.47 86.7084 23.5416 6292.57 119.361 112.794 1074.94 164.5 910.437 491.604 418.833 150.753 76.7039 13.7474 63.1669 6173.21 43.6524 29.8344 6129.56 36.0904 32.762 13.2599 6121.49 13.818 19.5022 5.6929 internal_count=27017 76 26941 4988 577 382 106 21953 460 437 4411 674 3737 2011 1726 607 292 67 276 21493 149 104 21344 145 195 90 21314 45 105 42 is_linear=0 shrinkage=0.03 Tree=500 num_leaves=19 num_cat=0 split_feature=4 12 8 11 4 10 13 2 5 8 8 8 8 8 8 5 11 11 split_gain=1.12537 1.38416 1.36459 2.1018 1.25711 1.67176 2.49226 1.34664 1.93775 1.13046 1.12652 2.93157 0.959499 0.832425 1.08294 0.327603 0.217893 0.186743 threshold=2.7150000000000003 6.5000000000000009 8.5000000000000018 0.50000000000000022 2.5850000000000013 1.1666666666666672 2.1000000000000005 3.5000000000000004 1.3850000000000005 7.1000000000000005 10.100000000000001 9.3000000000000025 8.3000000000000025 6.7000000000000002 7.3000000000000016 1.7950000000000002 -0.33333333333333331 1.0000000180025095e-35 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 13 7 6 -6 10 -9 -5 11 -1 -8 -2 -15 -4 -16 -10 right_child=2 -3 15 9 5 -7 12 8 17 -11 -12 -13 -14 14 16 -17 -18 -19 leaf_value=-1.1559307310822908e-05 -0.022570762482617288 0.012740174770852939 -0.010266993874458518 -0.0010444539855317425 0.014594998142135112 0.020262655086789278 -0.022057875532129317 0.0059140133871332422 -0.01406750016383683 0.020603417700021904 0.010984288675138405 -0.013159852257907667 0.0030851866021910806 0.0095622270256001483 -0.007851180384834941 -0.024257753524889552 -0.02187249891946725 -0.023623803491011446 leaf_weight=7827.5727475993335 3.8356249816715771 7.6555478125810614 2.5517615694552651 4.9650994315743429 6.135776776820423 6.3538880944252005 3.6935887634754181 4.2750101014971715 3.2895922288298607 3.8579595275223255 8.3552998378872854 15.291545882821081 2.1676680669188499 2.7164774909615517 1.9582372270524531 3.6765064299106598 2.0331176556646797 4.177523635327816 leaf_count=26486 32 26 31 26 38 31 35 38 23 23 36 71 16 18 20 21 21 25 internal_value=-3.03362e-05 -9.96016e-06 -0.00631076 -0.00238246 -2.23451e-05 0.00782049 0.00123085 -4.0649e-05 -0.0101926 0.00842127 -2.5466e-05 -3.71951e-05 -0.0127592 -0.0114233 -0.00504906 -0.0185256 -0.0149934 -0.0194138 internal_weight=7914.56 7888.97 25.5948 19.3665 7881.31 18.3509 11.997 7862.96 11.7421 8.82306 7851.22 7842.86 5.86126 10.5435 6.70783 6.22827 3.99135 7.46712 internal_count=27017 26825 192 140 26799 120 89 26679 86 49 26593 26557 51 91 59 52 41 48 is_linear=0 shrinkage=0.03 Tree=501 num_leaves=26 num_cat=0 split_feature=7 11 10 3 5 2 8 2 4 4 5 12 5 3 12 8 3 12 9 12 4 8 3 5 9 split_gain=1.05449 2.2682 2.84663 2.81013 4.19733 3.03071 1.98789 1.97599 1.57588 2.58525 1.84292 1.15315 1.80804 1.50269 1.80069 3.59844 2.63385 2.05898 2.99942 1.74316 1.16227 0.993711 0.671378 0.554956 0.269339 threshold=0.3000000000000001 -0.83333333333333315 -0.83333333333333315 0.90000000000000013 1.7250000000000003 0.70000000000000007 4.7000000000000002 1.3 1.195000000000001 1.0150000000000006 1.8250000000000002 6.1000000000000005 1.7650000000000006 3.9000000000000004 5.3000000000000016 7.3000000000000016 3.1000000000000005 4.9000000000000012 6.3000000000000016 4.700000000000002 1.3550000000000006 5.9000000000000012 1.9000000000000001 1.5450000000000002 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 7 5 -5 -7 -3 9 -6 -10 13 -13 14 17 16 -16 19 -19 -2 -15 -14 23 -4 -17 right_child=11 3 22 4 8 6 -8 -9 10 -11 -12 12 21 20 15 24 -18 18 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.007721530300789421 1.5154447913063198e-05 0.0010498915022350689 -0.019459392836126715 0.010591140476859599 0.0077163203696023345 -0.020977846841424303 -0.0073384247366010298 0.021146049223808767 0.018004188740914376 -0.023903337526379187 0.0024282834791065733 0.012776971532041104 -0.018897207623153483 -0.0020115962668183843 0.0057872659512572125 0.024504048046120344 -0.0098071946069797685 -0.00049974865910182786 -0.012439285664825923 0.0045519473243494013 -0.025022256646566186 -0.0038598726589010074 -0.025898088857907238 -0.0062325068898201582 0.015471184139622547 leaf_weight=5.3525064140558269 8709.6406299173832 9.8518618941307086 6.0367194414138812 6.1288390755653372 4.7061988785862905 14.547228306531904 28.376792728900909 7.9626200795173636 8.7005467563867551 4.6036491245031357 31.912463448941708 3.3248067647218731 8.104362200945614 4.1256126761436454 36.411154709756374 5.9423942714929563 13.310885198414324 53.980321794748306 29.169656284153461 76.895112805068493 3.790817990899086 7.7252375558018676 5.5753301680088034 5.4163512140512466 5.9412886798381805 leaf_count=18 25642 29 20 21 24 48 88 22 29 24 122 11 37 26 120 21 52 183 105 258 23 26 29 20 19 internal_value=-2.16983e-05 -0.00261301 -0.0113619 -0.00093644 -0.0029107 -0.00914318 -0.0119609 0.0100324 0.00321317 -0.00791936 0.00576512 1.85586e-05 -0.00733446 3.43142e-05 4.58944e-05 0.00515715 0.00161254 1.03934e-05 -0.00468823 5.48581e-05 -0.0130304 -0.0115586 -0.0173603 -0.0132042 0.019988 internal_weight=9097.53 139.171 22.3809 116.79 98.9757 49.0529 42.924 17.8145 49.9229 9.30985 40.613 8958.36 19.1544 8939.21 8931.29 61.6057 49.722 8869.69 83.15 8786.54 7.91643 15.8296 17.0284 11.4531 11.8837 internal_count=27017 494 87 407 356 157 136 51 199 48 151 26523 74 26449 26400 212 172 26188 288 25900 49 63 69 40 40 is_linear=0 shrinkage=0.03 Tree=502 num_leaves=21 num_cat=0 split_feature=8 8 5 10 8 4 3 10 5 3 10 9 8 11 7 10 4 13 4 9 split_gain=0.603796 0.909326 1.1153 1.7633 0.745255 1.70036 2.4133 4.27826 3.86064 1.81127 3.17561 1.44827 0.899047 2.71718 2.96374 2.39713 1.30439 2.49591 1.74357 0.482366 threshold=1.1000000000000003 1.7000000000000004 1.5450000000000002 -0.33333333333333331 2.5000000000000004 1.0750000000000008 0.90000000000000013 -1.0000000180025095e-35 1.4550000000000007 0.70000000000000007 0.50000000000000022 4.1000000000000005 3.9000000000000004 -1.4999999999999996 1.3 -1.1666666666666663 0.75500000000000023 2.7000000000000006 0.80000000000000038 1.5000000000000002 decision_type=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 -2 5 9 7 -7 -8 11 -11 -3 13 14 -6 -15 17 -14 -18 -1 right_child=1 4 -4 -5 12 6 8 -9 -10 10 -12 -13 16 15 -16 -17 18 -19 -20 -21 leaf_value=-0.00035874228965571088 0.021560700089910567 0.0016547105295972337 -0.0044945487760343558 0.00093619734772961891 -0.010577208776184968 0.019343107997921171 -0.017803356476571826 -0.0087987576808304969 -0.0023525366906225276 -0.00035689080956785845 0.014768403258578595 -0.01688833606953619 0.0037297105686623436 -0.0026620644821457682 0.00094016759074563058 0.0013441761786196463 0.00763587025185065 -0.015827503777855405 -9.3140685750943097e-05 -0.013546697784676256 leaf_weight=4.7394785881042463 7.0858871340751657 6.9952293783426276 6.1260855793952933 7.8793656080961236 39.238107353448868 9.0593022108078021 22.499600797891617 10.493369415402411 41.216907560825348 56.796976670622826 16.01561313867569 8.2751860171556455 10.606113359332086 148.10318629443645 41.245217055082321 1454.8164987564087 26.393015936017036 13.160234645009039 5565.4140971750021 5.273445799946785 leaf_count=20 23 24 20 25 146 32 88 40 167 200 53 28 37 506 149 4884 90 46 20416 23 internal_value=5.76395e-05 6.74795e-05 0.00628786 0.0107017 4.99172e-05 -0.00190573 -0.00497935 0.00424016 -0.00780854 0.000999917 0.00297002 -0.00839395 9.58283e-05 0.000703941 -0.00467491 0.000974016 -8.64682e-05 -0.00709978 -5.66602e-05 -0.00730436 internal_weight=7501.43 7491.42 21.0913 14.9653 7470.33 171.352 83.2692 19.5527 63.7165 88.083 72.8126 15.2704 7298.98 1683.4 80.4833 1602.92 5615.57 23.7663 5591.81 10.0129 internal_count=27017 26974 68 48 26906 632 327 72 255 305 253 52 26274 5685 295 5390 20589 83 20506 43 is_linear=0 shrinkage=0.03 Tree=503 num_leaves=31 num_cat=0 split_feature=11 9 9 12 5 9 0 5 0 2 3 8 13 9 8 10 9 12 0 10 9 4 13 12 8 3 12 0 7 6 split_gain=1.11398 2.3429 2.41763 2.96778 2.2675 2.46402 3.51208 1.93723 3.74479 1.76509 1.48073 2.64682 2.81597 3.05648 3.04365 2.37873 2.71597 1.86332 1.67713 2.37284 5.55134 4.11405 2.07274 4.1576 3.60068 3.37208 1.66926 2.53405 1.58423 3.84166 threshold=2.1666666666666674 5.1000000000000005 6.9000000000000012 5.1000000000000005 1.5750000000000008 6.5000000000000009 525.00000000000011 1.4750000000000008 475.00000000000006 1.5000000000000002 2.7000000000000006 6.7000000000000002 2.3000000000000007 6.1000000000000005 7.7000000000000002 1.8333333333333339 9.3000000000000025 5.700000000000002 875.00000000000011 -1.4999999999999996 6.5000000000000009 1.9250000000000003 0.90000000000000013 2.5000000000000004 4.1000000000000005 2.3000000000000003 5.3000000000000016 350.00000000000006 1.7000000000000004 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 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 7 4 9 -3 6 -6 8 -2 -4 18 15 14 -14 -13 16 17 -12 22 20 21 -20 23 24 -1 -25 -24 -28 -21 -30 right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 11 12 13 -15 -16 -17 -18 -19 19 28 -22 -23 26 25 -26 -27 27 -29 29 -31 leaf_value=0.0032807717436396915 0.020933477222885723 -0.011927060936277156 -0.02154131674223092 0.009350048839752911 0.0094979379911424092 0.020319636489606916 -0.012121997796876623 -0.011358275159853637 -0.013038472212760995 -0.0024373830231662142 0.0021955401703124666 -0.02122713634222384 -0.010590213258658455 0.01403972353944016 0.0014454080482903559 0.017748563244106633 -0.015740083329420826 0.011753463220686725 0.012352189072928553 -0.0068635278621021001 0.039126916235037397 -0.021947574911320648 -2.940459142849647e-05 -0.0060705672579349518 0.032988466381424858 0.019454656516807389 -0.025758454447085521 -0.0022406083098591204 -0.0029133460035183313 0.032626776401747375 leaf_weight=6.7568428516387931 5.419590622186659 6.5969729721546164 10.43797311186791 7.096866473555564 22.565063163638115 9.6211739033460599 9.6561286598443967 36.894318740814924 6.3325903341174126 7.4662675708532324 278.08093543350697 13.711872309446337 7.9832233041524914 10.497047469019888 8.716334365308283 9.3470397740602476 7.263945445418357 19.654566705226898 7.3796308040618914 88.843034401535988 3.7681656628847113 5.4875414408743382 7245.1089898105711 20.878926828503612 8.0423602536320669 5.995617449283599 5.6060975342988995 15.591652147471903 20.066357098519806 3.1696953848004332 leaf_count=20 19 21 30 22 67 29 32 119 25 22 812 43 27 31 29 28 22 64 39 594 20 53 24439 76 26 17 27 75 171 18 internal_value=-2.96913e-05 -0.00287316 0.000509208 -0.00706728 0.00441968 0.00699695 0.00301882 -0.00797945 0.0026279 -0.0135748 1.48612e-05 0.00190701 -0.00527112 0.00339993 -0.0124158 0.00284116 0.00238431 0.00282649 -7.55278e-05 -0.00347022 0.00710254 -0.00227584 -1.57376e-05 0.00665571 0.0194249 -0.000375979 -5.39997e-05 -0.00846029 -0.00503948 0.00193478 internal_weight=7914.04 122.087 73.4404 25.0011 48.4393 41.8424 32.2212 48.6465 11.7522 17.9042 7791.95 355.255 40.9085 18.4803 22.4282 314.346 304.999 297.736 7436.69 128.714 16.6353 12.8672 7307.98 41.6737 14.7992 26.8745 7266.31 21.1977 112.079 23.2361 internal_count=27017 386 223 74 149 128 99 163 44 52 26631 1056 130 58 72 926 898 876 25575 895 112 92 24680 139 46 93 24541 102 783 189 is_linear=0 shrinkage=0.03 Tree=504 num_leaves=30 num_cat=0 split_feature=10 0 6 4 9 11 8 13 11 4 11 4 9 6 5 7 7 7 3 2 10 3 5 11 5 3 12 2 2 split_gain=1.05348 1.09613 3.17911 3.98588 4.86378 4.55584 4.23746 4.01282 3.83104 3.11436 2.56845 4.59622 8.76737 4.85914 4.06624 4.05516 3.11239 2.75645 3.46422 5.37602 2.9788 2.56252 2.98458 2.50095 2.03972 1.99063 1.9703 4.6001 1.69625 threshold=-3.1666666666666661 525.00000000000011 0.70000000000000007 1.2750000000000006 2.9000000000000004 2.1666666666666674 4.7000000000000002 4.3000000000000016 -2.1666666666666656 2.2950000000000013 1.1666666666666672 1.2450000000000008 3.1000000000000005 0.70000000000000007 1.1750000000000005 1.7000000000000004 2.7000000000000006 0.50000000000000011 0.90000000000000013 1.3 -1.1666666666666663 1.1000000000000003 2.1050000000000009 1.1666666666666672 1.7250000000000003 1.7000000000000004 4.9000000000000012 2.7000000000000006 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 10 8 4 6 -6 -4 9 -3 -5 17 12 25 -14 15 -13 -16 18 19 -2 -20 23 -23 -10 -9 -12 28 -28 -19 right_child=1 2 3 7 5 -7 -8 24 21 -11 11 14 13 -15 16 -17 -18 26 20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 leaf_value=-0.0097873575020058744 -0.0052555150278824139 -0.021724080576689918 -0.012886101217782246 -0.0015100657589654576 0.002071147868853112 0.024966785552539207 0.0069472091389866982 0.0086656462545860926 0.0055448615769229 0.0045274242668053395 0.0090924865063242363 0.018908106396151259 -0.021082277562419423 -0.0029182541890026103 0.0019456538303137827 -0.002851761532241323 0.021916662904216663 -0.00029100561193729071 0.0042527178657426343 0.012410434814292569 -0.0063159198876969721 0.00025243047361724405 0.0095231585731667592 0.024319669884231426 -0.0079831233097044773 0.031630083060430934 -0.014585552211613093 0.0016497334985257624 0.0038166362957237649 leaf_weight=9.9305990785360319 33.335693359375 5.6218136399984351 35.442776843905449 1379.2172794565558 772.40998700261116 7.9018002301454535 13.345965713262556 54.233159244060516 140.12043531984091 81.435281239449978 7.2154428362846357 26.478928044438362 14.547083064913748 149.22727852314711 436.30442976951599 10.87302942574024 7.1381306052207938 5209.0616524964571 27.319205425679684 28.982389807701111 197.66388395428658 235.7290090918541 36.030444487929344 6.6904272735118857 7.5442121922969809 6.9000306725502014 28.154573813080788 35.526248976588249 92.07815620303154 leaf_count=30 96 18 100 4108 2334 31 37 155 477 305 20 74 43 489 1317 31 20 15030 85 81 698 728 114 22 22 21 112 113 306 internal_value=-2.15261e-05 -1.08531e-05 0.000485976 5.47635e-05 0.00172845 0.002303 -0.00746078 -0.000856708 0.00287643 -0.00117346 -0.000229377 0.00154351 -0.00257639 -0.00453165 0.00306784 0.0125739 0.00226713 -0.000435985 -0.00329884 0.00296042 -0.00503259 0.00320684 0.00148156 0.00640046 0.00663251 0.0201095 -0.000282671 -0.00552821 -0.000219658 internal_weight=9096.46 9086.53 2775.72 2351.53 829.101 780.312 48.7887 1522.43 424.192 1460.65 6310.81 658.684 177.89 163.774 480.795 37.352 443.443 5652.12 287.301 62.3181 224.983 418.57 271.759 146.811 61.7774 14.1155 5364.82 63.6808 5301.14 internal_count=27017 26987 8451 7092 2502 2365 137 4590 1359 4413 18536 2015 573 532 1442 105 1337 16521 960 177 783 1341 842 499 177 41 15561 225 15336 is_linear=0 shrinkage=0.03 Tree=505 num_leaves=31 num_cat=0 split_feature=11 4 13 4 7 6 11 8 6 11 6 10 6 13 13 2 12 8 2 10 9 13 12 5 11 9 4 12 5 13 split_gain=0.597506 0.603255 3.87022 3.75036 4.69919 5.52114 5.68934 5.28731 3.65357 5.62441 3.30717 4.15884 3.78499 3.14765 3.9779 4.39643 3.92671 3.04567 3.94422 3.5776 2.95362 2.75512 4.7228 3.22808 2.53806 2.60606 2.49247 2.44965 4.09194 1.673 threshold=3.1666666666666674 1.2550000000000006 1.5000000000000002 1.3550000000000006 1.5000000000000002 0.90000000000000013 -1.0000000180025095e-35 6.7000000000000002 0.70000000000000007 1.0000000180025095e-35 2.1000000000000005 1.0000000180025095e-35 0.50000000000000011 2.1000000000000005 4.1000000000000005 1.1000000000000003 3.5000000000000004 4.1000000000000005 0.90000000000000013 0.33333333333333326 3.7000000000000006 3.9000000000000008 1.7000000000000004 0.8300000000000004 0.33333333333333326 5.7000000000000002 1.4650000000000005 1.1000000000000003 0.97000000000000031 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 5 6 -3 -7 9 20 12 -12 -6 17 16 -16 -15 19 -19 -4 -1 27 26 -24 25 -10 -23 28 -5 -29 right_child=-2 3 13 21 10 7 -8 -9 24 -11 11 -13 -14 14 15 -17 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 29 -30 -31 leaf_value=0.0086123032366817488 -0.007284202737772816 -0.0012131749569594386 0.0021600640190405831 -0.011772385828337097 -0.010823640254659615 -0.0018796590323775168 0.012231154303839378 0.013283653127549535 0.0012720805829957104 0.0082717836737167833 -0.0090059832638958153 0.0081943731613972684 0.0071270282641144747 -0.0013724006351216959 0.0057848200222651988 -0.0037581790155522534 0.0046666819047523778 -0.0041415537883106816 0.0040168924863018662 0.011083309533676386 -0.012878968800010345 -0.026771984109573349 0.017711960585598031 -0.0022025562764415624 -0.019456197103411961 -0.017784329234276128 -0.0076694261427119308 -0.00015143889887854237 0.016564803772103145 0.0020655366345295524 leaf_weight=7.0658549368381491 9.9653454720973951 50.99401493370533 113.96710149943829 6.0973330289125469 11.038929820060728 419.53884007036686 63.735651597380638 21.770075410604477 17.442036166787151 31.292943641543388 30.647118970751762 21.545770809054375 249.79119764268398 1647.2500868141651 163.11340988427401 59.223551884293556 102.9577284231782 105.04773639142513 108.33146621286869 62.676982223987579 31.031459257006645 10.016878649592401 7.5133932679891577 293.19991999864578 21.86932584643364 10.256684675812719 15.913530707359312 3453.3018748387694 18.506015583872795 336.17090491205454 leaf_count=22 45 173 387 23 39 1446 209 79 58 104 104 71 852 5592 547 203 391 360 372 210 107 36 29 1079 75 38 59 13016 65 1226 internal_value=5.68369e-05 6.66023e-05 -0.000315908 0.000256073 0.00204776 0.000392584 0.00625554 -0.00113164 -0.00559579 -0.0011522 0.00498792 -0.0019055 0.00636731 -5.00589e-05 -0.000536975 0.00324287 -0.00101715 0.00241252 4.45226e-07 0.00532622 -0.00889301 -0.000119968 -0.00276427 -0.00170499 -0.0118164 -0.0057844 -0.0150487 0.000106494 0.00954213 4.5233e-05 internal_weight=7501.27 7491.31 2481.53 5009.78 869.062 556.039 114.73 441.309 118.958 69.3903 313.023 52.1929 260.83 2362.57 1972.54 222.337 1750.21 390.023 213.379 176.644 38.0973 4140.72 326.644 300.713 49.568 27.6987 25.9304 3814.08 24.6033 3789.47 internal_count=27017 26972 8466 18506 2973 1907 382 1525 404 233 1066 175 891 8062 6733 750 5983 1329 732 597 129 15533 1203 1108 171 96 95 14330 88 14242 is_linear=0 shrinkage=0.03 Tree=506 num_leaves=31 num_cat=0 split_feature=7 9 5 10 5 0 0 6 11 3 9 4 0 11 4 10 5 12 9 2 9 5 11 4 12 9 5 0 2 8 split_gain=1.11003 2.88031 3.46888 3.66538 3.20449 5.28439 5.25062 3.85447 2.6873 2.61233 2.44336 2.88574 3.06988 3.25944 3.01243 5.49452 2.48207 3.33003 2.75602 2.3791 2.15931 2.7887 2.6797 2.4242 2.31491 2.10326 3.39019 4.25087 2.08785 2.94356 threshold=2.1000000000000005 3.5000000000000004 1.4650000000000007 0.50000000000000022 1.1450000000000007 200.00000000000003 525.00000000000011 1.7000000000000004 0.33333333333333326 1.3 6.5000000000000009 1.7750000000000004 475.00000000000006 1.1666666666666672 1.7200000000000006 -0.33333333333333331 2.1350000000000011 2.9000000000000008 7.7000000000000002 0.3000000000000001 2.1000000000000005 0.67500000000000016 -0.66666666666666619 1.1250000000000007 1.5000000000000002 2.3000000000000003 0.95000000000000018 525.00000000000011 0.50000000000000011 3.9000000000000004 decision_type=2 2 2 2 2 2 2 2 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 4 -4 5 -2 7 -6 -8 -7 11 14 -13 -14 19 -16 17 18 -12 -3 22 24 -1 -24 -22 26 -23 -28 29 -27 right_child=1 10 3 -5 6 9 8 -9 -10 -11 16 12 13 -15 15 -17 -18 -19 -20 -21 21 25 23 -25 -26 28 27 -29 -30 -31 leaf_value=-0.018861500988832249 0.020793083169926823 -0.01633102372496446 -0.018943513233080325 0.010208028708193068 0.0072717512705806776 -0.00056433057545145465 0.0046627052215607364 0.025760788041692156 -0.021056315879696828 -0.018187539302726503 0.0040457764011976533 -0.016633559777974871 -0.00071676393645224781 -0.021351431399558155 0.035603615593020589 -0.001288600350151513 -0.01390062609209112 0.014664024592054263 -0.015397239419412748 -0.0019398223565690275 0.0064163461018232233 0.027704385988441587 0.0066553891405859052 -0.0098750541116100193 -0.021023714703847018 -0.0014641655373822109 -0.004653926257122124 0.021514433221559871 -2.5873343934212898e-05 0.0034886903136375456 leaf_weight=11.680879332125185 9.6272500753402692 10.592769309878348 12.233711510896685 5.6860866621136656 23.398362964391708 52.13857663422823 9.5325783751904947 17.919863045215607 5.9314886666834346 8.8558722808957082 32.196662276983261 25.356383319944143 44.351726461201906 8.1565667465329152 5.3962609469890621 11.121286675333975 6.8193987160921088 21.642655193805695 8.2408146411180478 430.86458070576191 3.8376712501049033 6.1976113356649867 15.115602537989615 16.923982169479132 9.9177189245820028 155.73650862276554 18.88907161355019 7.9332972690463057 6564.2597588226199 352.28810659050941 leaf_count=49 38 36 50 24 96 234 40 61 26 41 107 143 275 43 23 46 21 78 26 1569 17 29 52 76 53 447 67 33 22173 1044 internal_value=-2.91346e-05 -0.00112716 0.00266518 -0.00969351 0.00440347 0.000137214 0.00970953 0.0152905 -0.00520223 -0.00312307 -0.0020385 -0.00272228 -0.00806156 -0.00392213 -0.0018145 0.010764 0.0032794 0.0051666 8.34548e-05 -0.00228514 8.58474e-05 0.000126667 -0.00656086 -0.00207634 -0.0133681 0.000152792 0.00770664 0.00308593 0.000117524 0.00197038 internal_weight=7912.84 750.063 145.324 17.9198 127.404 70.6217 56.7823 41.3182 15.4641 60.9944 604.739 535.84 77.8647 52.5083 457.975 16.5175 68.8995 62.0801 40.4375 441.457 7162.78 7119.06 43.7205 32.0396 13.7554 7105.3 33.02 26.8224 7072.28 508.025 internal_count=27017 2977 610 74 536 313 223 157 66 275 2367 2135 461 318 1674 69 232 211 133 1605 24040 23863 177 128 70 23793 129 100 23664 1491 is_linear=0 shrinkage=0.03 Tree=507 num_leaves=31 num_cat=0 split_feature=13 3 4 13 11 7 5 5 10 5 2 4 12 4 4 11 5 5 8 11 6 5 4 4 4 10 11 12 0 9 split_gain=1.02658 4.36905 2.82125 3.87444 3.87022 6.24226 3.21541 8.22909 3.95666 3.2437 4.17142 2.83894 2.79038 2.82128 5.4778 3.35535 2.91325 4.11622 2.7564 2.6573 2.58705 2.72089 3.13802 3.20005 2.98349 2.4559 2.42376 2.38211 2.09804 2.08466 threshold=1.7000000000000004 0.90000000000000013 1.5850000000000006 1.3000000000000003 1.5000000000000004 0.70000000000000007 2.1050000000000009 1.8600000000000005 -1.0000000180025095e-35 2.225000000000001 1.9000000000000001 1.7150000000000005 1.5000000000000002 1.2950000000000006 1.2250000000000005 -0.66666666666666619 1.1850000000000007 1.2250000000000008 6.9000000000000012 -0.66666666666666619 0.3000000000000001 1.6900000000000006 1.2450000000000008 1.7750000000000004 2.2050000000000005 0.83333333333333337 0.50000000000000022 2.1000000000000005 875.00000000000011 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 3 25 27 -6 7 11 -9 -8 -11 -4 19 14 15 -14 18 -18 -15 -1 21 22 -2 -24 -25 26 -3 -5 -22 -30 right_child=20 2 6 4 5 -7 9 8 -10 10 -12 -13 13 16 -16 -17 17 -19 -20 -21 28 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=0.0075689615985963538 -0.01570681410805928 0.0056268629625939792 0.0061618724182636916 -0.00031774075605426569 0.021743149076621608 -0.0081898780563822663 0.016716754775844538 -0.021447560127854617 -0.0048186147000520664 -0.0080696317124174556 0.010093125705215483 -0.00095253194595305 -0.0092425206476833381 -0.0056079001741875653 0.033618340350136409 0.014140225821417838 0.028987188037771762 0.0044903620092668012 0.012305359725611267 -0.010695271382067861 -2.5297439696659523e-05 0.021913167085435701 0.017774334658533942 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0.00185675 0.00100066 0.00327088 0.00500703 0.0128798 0.00548262 0.00284392 0.00712076 -0.00239746 -0.00469446 9.04549e-05 0.00734387 0.00352515 0.00773603 -0.00229218 0.000855869 0.00240952 -0.00634216 5.08558e-05 0.00312633 internal_weight=9095.07 988.825 807.226 436.903 308.043 25.1603 370.323 305.838 52.382 64.4853 45.9198 253.456 181.599 149.101 32.1368 23.6877 116.964 64.4083 52.5557 32.4984 8106.25 44.0147 34.874 28.6098 14.3121 128.86 112.963 282.883 8062.23 194.809 internal_count=27017 3047 2510 1391 976 83 1119 912 157 207 151 755 537 446 88 65 358 194 164 91 23970 146 118 101 59 415 364 893 23824 692 is_linear=0 shrinkage=0.03 Tree=508 num_leaves=31 num_cat=0 split_feature=9 5 2 7 4 5 2 4 12 6 2 7 5 4 7 4 3 3 3 6 4 8 9 5 4 8 6 5 5 5 split_gain=0.592569 3.06267 2.50141 5.64001 3.81303 2.59398 1.98955 2.28911 5.03867 5.74656 3.50764 2.90826 2.52196 2.28692 2.15071 1.96613 1.59416 1.48463 2.73744 4.00536 3.25605 2.57143 6.04238 2.60477 2.13215 3.17557 3.15207 2.08663 6.27181 2.08149 threshold=5.3000000000000016 2.225000000000001 1.1000000000000003 0.70000000000000007 1.3650000000000009 2.2850000000000006 3.5000000000000004 2.265000000000001 3.1000000000000005 1.1000000000000003 1.7000000000000004 2.1000000000000005 0.89000000000000024 2.2350000000000008 1.7000000000000004 2.225000000000001 0.50000000000000011 2.3000000000000003 2.1000000000000005 2.3000000000000003 0.98000000000000043 3.5000000000000004 4.7000000000000002 1.8300000000000005 1.9100000000000006 5.3000000000000016 1.3 2.0450000000000008 2.0750000000000011 1.8100000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 17 3 -3 -4 -5 7 12 9 10 -9 14 16 15 -10 -14 -2 18 27 20 -20 22 23 -19 26 -26 -23 29 -29 -1 right_child=6 2 4 5 -6 -7 -8 8 11 -11 -12 -13 13 -15 -16 -17 -18 21 19 -21 -22 24 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00024332709725171259 -0.02170778754500927 0.036531981307241827 -0.019928837791249657 0.01943760176218921 0.0070991081433584395 -0.0071115579733450635 -0.012834822926253802 0.056502396711149927 0.00059556307614887032 -0.0003820821335937526 0.018765843315685357 -0.023162306023850849 -0.00028375684216953807 -0.014012320205637873 0.01659443994117496 0.01763628868708637 -0.0034061105895551065 0.0037269550326225389 0.020807731591126893 0.021491459281661438 0.0016824881929911617 -1.5984267434541111e-05 0.021521088067848328 -0.018528051519506324 0.021385181772897822 -0.0023502616942275029 -0.0084651315278660814 0.028067249161656819 -0.00018297347912592864 -0.0032403552977450481 leaf_weight=3912.5503486692905 7.9180072695016888 7.4206718057394054 5.7625656723976162 5.7026996761560422 25.422387145459652 7.9010654464364052 11.303431279957293 4.0232450664043444 59.090335637331009 7.1296884566545478 4.9373432546854019 4.1726048141717902 2842.8455822244287 10.907055497169493 8.671960882842539 5.5210288017988196 9.3315505236387235 12.34367109835148 8.5630709230899793 11.335718199610708 124.40395551919937 69.794075757265091 12.900938048958777 7.6769805848598471 7.2188949733972576 17.066448032855988 92.279909446835518 9.6401885449886304 26.557418778538704 160.70169152319431 leaf_count=13960 33 26 25 19 93 32 79 17 256 30 28 27 10277 49 42 22 37 42 28 36 432 242 46 29 24 66 328 32 93 567 internal_value=5.62214e-05 0.00027245 0.00749644 0.0154939 0.0021047 0.00401785 -0.000272588 -0.000224689 0.00454079 0.019717 0.0357093 0.00114619 -0.000370519 -0.000301524 0.00264304 -0.000249022 -0.0118071 0.000188131 0.000312223 0.0043735 0.00291415 -0.00221909 0.00551028 -0.0048068 -0.00358453 0.00470517 -0.00482667 0.000169612 0.00734066 0.000105886 internal_weight=7501.09 4525.24 52.2094 21.0244 31.185 13.6038 2975.85 2964.55 88.0252 16.0903 8.96059 71.9349 2876.52 2859.27 67.7623 2848.37 17.2496 4473.03 4253.75 144.303 132.967 219.281 32.9216 20.0207 186.359 24.2853 162.074 4109.45 36.1976 4073.25 internal_count=27017 16120 195 77 118 51 10897 10818 400 75 45 325 10418 10348 298 10299 70 15925 15148 496 460 777 117 71 660 90 570 14652 125 14527 is_linear=0 shrinkage=0.03 Tree=509 num_leaves=28 num_cat=0 split_feature=5 0 12 13 6 7 2 4 13 8 10 2 11 4 13 10 5 3 4 8 13 7 11 3 5 5 7 split_gain=1.07278 2.64447 3.60468 2.98761 4.20076 5.42562 2.59562 2.5486 2.5023 3.75225 2.9599 2.92538 1.6308 1.56864 1.53153 1.58542 1.62493 1.53039 1.49293 1.46832 3.88486 4.03137 1.97794 1.6574 2.44666 1.30125 0.62188 threshold=0.99000000000000021 475.00000000000006 0.90000000000000013 4.7000000000000011 1.9000000000000001 1.5000000000000002 1.7000000000000004 1.2550000000000006 3.5000000000000004 5.3000000000000016 -1.4999999999999996 0.90000000000000013 -1.0000000180025095e-35 1.3250000000000008 1.9000000000000001 1.1666666666666672 0.87000000000000033 1.0000000180025095e-35 0.53500000000000014 5.5000000000000009 5.1000000000000005 2.7000000000000006 2.1666666666666674 3.9000000000000004 3.0650000000000008 2.7550000000000012 1.7000000000000004 decision_type=2 2 2 2 2 2 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 26 4 7 -6 8 -4 10 13 -1 -12 -11 -10 -8 16 -16 -2 -19 23 22 -22 -21 24 -20 -25 -3 right_child=17 2 3 -5 5 -7 14 -9 9 12 11 -13 -14 -15 15 -17 -18 18 19 20 21 -23 -24 25 -26 -27 -28 leaf_value=-0.016190813395742919 -0.01339452821090787 0.019011182169542278 -0.010847908533722828 -0.021708391749543091 -0.0065530836206681197 0.014310679962694105 -0.019593751856090497 -0.0031719890670676826 -0.0046900444771237164 0.020957548570082404 -0.00088340407760921947 0.007094624552465149 0.00054260123382546906 -0.01763568081371629 0.00023351304261288325 0.0096751239386778411 -0.014733217747120697 -0.011778058060933861 0.00035874873781683659 -0.00055379373971074092 0.033095212689191966 -0.00015024514575006761 -0.0077554946382101765 0.0028951145227176516 -0.017095301122893217 0.021795490466521118 0.0052019153821582006 leaf_weight=6.6593074575066558 7.5979379937052718 6.1615567207336408 63.070833951234818 8.8284490630030614 21.686883881688118 23.237697273492813 6.7346994280815116 101.7089428845793 31.554160490632057 6.3340764939785004 65.17858561873436 113.21762709319592 7.9313603639602643 11.492005482316015 13.283536173403265 6.271070420742034 12.838582973927258 9.5490125119686109 5226.5670348107815 2087.6049798727036 6.2657123208045942 6.8951646015048027 34.896817937493324 7.754824221134184 7.238099977374076 5.6794471144676208 5.6047901660203934 leaf_count=29 39 19 246 39 77 85 37 544 111 24 226 428 31 47 69 35 69 27 16667 7908 18 28 121 27 22 23 21 internal_value=-2.93195e-05 -0.00135766 -0.0037418 -0.0046127 -0.00389298 0.00423891 0.000592877 -0.00611001 0.00175035 -0.00372716 0.00344674 0.00417978 0.00960716 -0.00814613 -0.0065768 -0.00387052 -0.00712238 6.25495e-05 7.63806e-05 9.17131e-05 -0.000571446 0.0156775 -0.0006722 0.000361623 0.000334611 0.0108854 0.0124333 internal_weight=7911.84 511.794 230.299 218.533 209.704 44.9246 281.495 164.78 242.367 57.3116 185.056 178.396 14.2654 43.0462 39.1279 32.3932 26.1221 7400.05 7392.45 7382.9 2135.66 13.1609 2122.5 5247.24 5233.81 13.4343 11.7663 internal_count=27017 2137 1031 991 952 162 1106 790 896 213 683 654 55 158 210 173 138 24880 24841 24814 8075 46 8029 16739 16689 50 40 is_linear=0 shrinkage=0.03 Tree=510 num_leaves=27 num_cat=0 split_feature=10 8 10 0 7 6 8 13 5 11 4 12 11 4 9 11 12 2 3 11 9 10 4 3 6 8 split_gain=1.02032 1.04048 3.46757 3.33223 2.62795 2.74156 2.63147 5.34896 2.53867 5.86781 2.21284 2.89161 2.29547 2.05865 4.06624 4.33477 2.05772 1.94189 3.77795 2.78257 2.3189 1.90347 4.40505 2.64054 1.78005 1.77069 threshold=-3.1666666666666661 4.7000000000000002 2.1666666666666674 200.00000000000003 0.90000000000000013 0.70000000000000007 7.1000000000000005 1.1000000000000003 1.2650000000000006 -0.33333333333333309 0.90000000000000036 2.1000000000000005 1.8333333333333337 2.1450000000000009 5.5000000000000009 0.33333333333333326 3.7000000000000006 2.7000000000000006 2.7000000000000006 1.8333333333333337 8.9000000000000021 -0.83333333333333315 1.5650000000000008 2.9000000000000004 2.9000000000000004 5.7000000000000002 decision_type=2 2 2 2 2 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 6 16 -8 -5 -10 11 -7 -12 21 15 -15 -3 20 19 -19 24 22 -2 -23 -6 -22 right_child=1 4 3 8 17 10 7 -9 9 -11 12 -13 -14 14 -16 -17 -18 18 -20 -21 25 23 -24 -25 -26 -27 leaf_value=-0.0096325336055118182 5.0740554364236122e-06 0.0066313025892075304 -0.027100950797776725 -0.020285479659276438 0.00064184747826247473 -0.0016626447828524064 -0.01871072764177175 0.0061721518607422924 0.022897362269986923 -0.012028110699256741 -0.002065738127863806 0.025737536713722683 0.0062636090072273791 -0.028015893873937967 0.00549482305277375 0.0027301390752132557 -0.0010073021359623088 0.005398602813345285 -0.019071694077337192 -0.013024894426067074 0.0004109319080839171 -0.00041410217659897135 0.0058534228695858613 -0.0068565285420154314 -0.0059771301137122668 -0.01630995506775176 leaf_weight=9.928089424967764 584.21422846615314 98.006665840744972 7.8462225794792166 6.8794924616813686 3559.2684283778071 8.0284702479839307 14.580895304679872 16.657913133502007 6.9254551976919219 11.549906477332112 911.46869734674692 6.1001962572336188 30.783422105014324 11.62981946766377 11.891216188669203 6.3970000296831122 46.941597774624825 163.46434754133224 6.309100240468978 7.7268471121788016 10.176246657967569 3304.3703118264675 144.60118423402309 58.26764988899231 36.946989342570305 12.957806661725042 leaf_count=30 1732 287 23 20 10213 25 44 53 21 34 2833 22 105 37 37 21 147 618 20 22 35 9784 416 288 109 41 internal_value=-2.03887e-05 -9.88333e-06 -0.000359614 -0.010016 0.000284874 -0.000983395 0.00245548 -0.00544208 -0.00472898 0.00106364 -0.00161691 0.0101677 -0.00179362 -0.000281824 -0.00812269 -0.0171054 0.00415754 0.000663188 0.00372682 0.00456704 0.000512941 -0.000224489 0.00116542 -0.000525736 0.000573845 -0.00895474 internal_weight=9093.92 9083.99 4154.57 33.2011 4929.42 1132.57 176.187 31.2388 25.3549 18.4754 956.381 14.1287 942.252 4121.37 29.918 18.0268 144.948 3796.85 177.5 171.191 3619.35 4091.45 728.815 3362.64 3596.22 23.1341 internal_count=27017 26987 12413 98 14574 3516 531 97 75 55 2985 47 2938 12315 95 58 434 11058 660 640 10398 12220 2148 10072 10322 76 is_linear=0 shrinkage=0.03 Tree=511 num_leaves=21 num_cat=0 split_feature=8 8 5 10 8 2 2 7 4 7 4 8 5 5 3 10 4 10 9 5 split_gain=0.591475 0.864016 1.07002 1.66386 0.736101 1.99032 2.61838 4.53765 3.88036 2.13581 2.47938 1.27935 3.32954 4.70953 3.13949 1.28742 3.25926 2.13718 0.468421 0.426996 threshold=1.1000000000000003 1.7000000000000004 1.5450000000000002 -0.33333333333333331 2.9000000000000004 0.50000000000000011 0.90000000000000013 2.7000000000000006 1.1750000000000005 1.5000000000000002 0.80000000000000038 3.9000000000000004 2.0450000000000008 2.1750000000000012 1.1000000000000003 1.5000000000000004 1.1650000000000007 0.83333333333333337 1.5000000000000002 1.4550000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 2 3 -2 5 9 8 -8 -7 10 -3 12 14 -14 -6 17 -17 -13 -1 -11 right_child=1 4 -4 -5 11 6 7 -9 -10 19 -12 15 13 -15 -16 16 -18 -19 -20 -21 leaf_value=-0.00041417279205153409 0.020903449909512969 0.01005123796294387 -0.004454296915916465 0.00091725928678472262 0.0022398825339222856 0.0061630191948219394 -0.0015870565148049206 -0.02616740592512623 -0.0058892346085886857 -0.022615669638481203 -0.01058182722704753 3.9341871862401538e-05 0.013646060565778535 0.00093535970409256764 -0.00073115482066598387 0.016542620509285774 0.0011695300679655028 -0.0017693790557153182 -0.013423910791100599 -0.011751315324085247 leaf_weight=4.747173145413397 7.1509153246879587 8.7760801017284411 6.1204412430524817 7.8799033015966424 548.14186975359917 92.591956198215485 260.94701407104731 6.9389736056327811 32.474845409393311 7.0522023737430555 13.014474034309385 4645.8993434980512 43.272620312869549 66.632266335189342 769.41755317151546 12.982379466295241 282.46570460498333 673.13622055202723 5.2404627948999405 6.0480069518089294 leaf_count=20 23 30 20 25 1815 314 930 26 115 25 48 16994 151 276 2565 40 1068 2487 23 22 internal_value=5.54117e-05 6.51391e-05 0.00611994 0.0104257 4.79945e-05 -0.00116021 -0.000550495 -0.00222375 0.00303353 -0.00802702 -0.00227192 0.0001214 0.000923341 0.00593992 0.00050488 -8.24902e-05 0.00184504 -0.000189556 -0.00724032 -0.0175999 internal_weight=7500.93 7490.94 21.1513 15.0308 7469.79 427.844 392.953 267.886 125.067 34.8908 21.7906 7041.95 1427.46 109.905 1317.56 5614.48 295.448 5319.04 9.98764 13.1002 internal_count=27017 26974 68 48 26906 1510 1385 956 429 125 78 25396 4807 427 4380 20589 1108 19481 43 47 is_linear=0 shrinkage=0.03 Tree=512 num_leaves=20 num_cat=0 split_feature=4 8 11 12 4 10 13 2 5 4 6 9 9 8 8 8 5 9 11 split_gain=1.04628 1.34428 2.03307 1.28353 1.25212 1.57727 2.41342 1.26988 1.90286 1.12178 1.09787 3.20924 2.56211 0.941838 0.835069 1.05682 0.329597 0.219806 0.187869 threshold=2.7150000000000003 8.5000000000000018 0.50000000000000022 6.5000000000000009 2.5850000000000013 1.1666666666666672 2.1000000000000005 3.5000000000000004 1.3850000000000005 2.8750000000000004 1.1000000000000003 9.5000000000000018 9.9000000000000021 8.3000000000000025 6.7000000000000002 7.3000000000000016 1.7950000000000002 5.3000000000000016 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 14 4 7 6 -6 10 -9 -4 12 -12 -1 -8 -2 -16 -3 -17 -10 right_child=1 16 9 -5 5 -7 13 8 18 -11 11 -13 -14 -15 15 17 -18 -19 -20 leaf_value=-0.00050008122446778939 -0.022511092888567747 -0.010010924753059199 -0.0012657170409459924 0.012305887873410165 0.014427193136405439 0.019832990621669291 -0.022004269965518509 0.0059476775306565206 -0.013852949027505184 0.020249213665610961 0.00015751065669392832 0.010128145535148778 -0.017006229449578424 0.0030392215547034602 0.0095634145531276454 -0.021874318846135485 -0.024173489588659468 -0.0076454475463614575 -0.023535561653512987 leaf_weight=2400.0652684047818 3.7575477920472675 2.5060176569968453 4.8677230849862081 7.609044983983039 6.1541870608925837 6.3951683863997451 3.595583263784647 4.2696993090212327 3.2312390431761742 3.9516800753772259 5410.382443793118 29.210422724485397 8.4934196621179563 2.1655460372567177 2.7171185910701752 1.9643049240112307 3.6083568185567856 1.944214805960655 4.0815923511981964 leaf_count=9066 32 31 27 26 38 31 35 38 23 22 17415 86 26 16 18 22 21 19 25 internal_value=-2.91022e-05 -0.00611806 -0.00221723 -9.55354e-06 -2.14485e-05 0.00781445 0.00136388 -3.97034e-05 -0.00996587 0.00837441 -2.50541e-05 0.000211053 -0.000558288 -0.0125907 -0.0112137 -0.00480668 -0.0183689 -0.0147965 -0.0192572 internal_weight=7910.97 25.317 19.2026 7885.65 7878.04 18.3105 11.9153 7859.73 11.5825 8.8194 7848.15 5439.59 2408.56 5.76113 10.3832 6.62564 6.11437 3.90852 7.31283 internal_count=27017 192 140 26825 26799 120 89 26679 86 49 26593 17501 9092 51 91 59 52 41 48 is_linear=0 shrinkage=0.03 Tree=513 num_leaves=15 num_cat=0 split_feature=13 6 2 4 2 11 2 5 10 10 9 13 10 11 split_gain=1.02472 1.02777 2.14324 2.12223 2.13891 2.47517 2.30936 2.06026 1.93782 2.30152 3.83696 2.21912 1.36212 1.33011 threshold=6.1000000000000005 1.7000000000000004 1.0000000180025095e-35 2.5350000000000006 2.1000000000000005 -0.66666666666666663 0.90000000000000013 0.62500000000000033 -3.1666666666666661 -1.4999999999999996 5.7000000000000002 4.3000000000000016 -0.49999999999999994 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 -3 4 6 -6 -4 12 -9 10 -10 -11 -1 -14 right_child=-2 2 3 -5 5 -7 -8 8 9 11 -12 -13 13 -15 leaf_value=0.021011698672036533 0.010221512359947026 0.013099637004182532 -0.0017771702886540618 0.014433874196387713 -0.01022442714523618 -0.0016184313540136483 0.00023575126488115241 -0.014341982063578588 0.0044710436847400104 -4.1040367014945643e-05 -0.0019244881871793619 0.0062482816864556454 -0.0053468020418343618 0.011217600112145565 leaf_weight=6.1909430623054531 8.7837766706943494 10.303335741162298 773.63170204311609 8.4085437506437284 43.214663773775101 98.94232190400362 1522.345461755991 8.3145013898611051 260.63725472986698 6157.4570522755384 124.87615221738815 50.908661901950836 7.1686617434024855 11.147333398461338 leaf_count=20 25 33 2399 31 127 301 4537 25 762 18179 374 147 23 34 internal_value=-2.02256e-05 -3.01293e-05 -0.000554214 -0.000611716 -0.000663605 -0.00423459 -0.000442505 0.000164175 0.000131947 0.000150198 0.00239939 1.05321e-05 0.00884644 0.00473449 internal_weight=9092.33 9083.55 2456.85 2446.54 2438.13 142.157 2295.98 6626.7 6602.19 6593.88 385.513 6208.37 24.5069 18.316 internal_count=27017 26992 7428 7395 7364 428 6936 19564 19487 19462 1136 18326 77 57 is_linear=0 shrinkage=0.03 Tree=514 num_leaves=31 num_cat=0 split_feature=4 3 4 4 9 4 5 0 5 3 8 8 8 5 10 12 3 10 4 9 11 12 9 4 8 10 3 9 4 2 split_gain=0.590351 3.33965 3.37662 3.61933 4.01763 3.29442 4.13222 2.86475 2.66732 3.11624 3.07085 2.59725 2.50082 3.96803 3.5599 4.10691 3.28131 3.26154 4.0906 3.15887 2.92572 2.83096 2.23807 3.68136 2.8224 2.07529 2.06873 2.53042 2.27343 1.99861 threshold=1.8050000000000004 0.70000000000000007 2.1050000000000009 1.9850000000000003 4.7000000000000002 1.7750000000000004 2.1750000000000012 925.00000000000011 1.0550000000000006 2.3000000000000003 4.7000000000000002 6.1000000000000005 8.3000000000000025 1.7800000000000005 -1.1666666666666663 3.3000000000000007 1.7000000000000004 1.1666666666666672 2.2350000000000008 3.3000000000000003 -0.33333333333333331 4.1000000000000005 4.7000000000000002 2.4550000000000005 5.5000000000000009 -2.8333333333333326 0.50000000000000011 5.1000000000000005 1.9250000000000003 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 26 -5 25 8 -4 -7 10 -10 -6 14 17 22 19 -15 21 -19 -16 -17 -14 23 -3 -24 -1 27 -2 -28 -27 right_child=1 12 7 4 11 6 -8 -9 9 -11 -12 -13 13 16 15 20 -18 18 -20 -21 -22 -23 24 -25 -26 29 28 -29 -30 -31 leaf_value=-0.015084420808840751 -0.0038116108621547851 -0.0015187835788392453 -0.015279725106579663 -0.0037446143780824823 0.0059542559912276055 -0.021807183410637025 0.014123228435955695 0.014481433514385675 -0.012072859548250081 -0.022321620278803033 -1.3075803524294901e-05 0.033633673569103344 -0.018468969005702413 0.019022993169885625 0.011178984387409488 0.0022505237545929866 -0.0026329975714337868 -0.016636691719649245 0.024933849365046466 0.0022600611464898726 -0.0026234471749379843 0.0032845569059036903 0.0022065857453642335 0.026125539949466325 0.012642135096364608 1.5666492422057027e-05 0.0046453413098869597 -0.022512147012066615 -0.012408524428048675 0.0076785075555927968 leaf_weight=8.1609525978565198 17.129698395729068 49.268901623785496 29.353246219456196 11.552819646894934 5.6502821594476682 9.5230451524257642 9.3677191883325559 3.2313634306192389 26.920694306492805 8.7274039685726148 64.611299231648445 6.6322408020496368 27.406282193958759 9.3190083503723162 40.187177032232285 168.39391066879034 19.418205477297306 3.8357446342706663 4.7917293086647987 322.92950949817896 324.32791407033801 6.700501959770917 38.530439808964729 4.7538118064403525 59.108116954565048 6143.9606422409415 25.934614986181259 10.506370864808558 9.6540659964084607 30.786598324775696 leaf_count=31 79 204 174 54 23 43 33 23 98 34 253 30 148 39 160 700 86 18 27 1249 1360 42 143 24 240 21387 110 46 43 116 internal_value=5.47443e-05 0.000665022 -0.00409041 -0.00100714 0.00895515 -6.1327e-05 -0.00500237 -0.0123284 -0.00663435 -0.00519317 -0.00356001 0.0209004 0.00119234 -0.00423033 0.00157702 0.000826335 0.00438969 -0.010027 0.00645173 0.00324714 -0.000957706 -0.0141953 0.00581322 0.000913821 0.00852403 3.38912e-05 -0.00476285 -0.010921 1.91753e-05 5.38726e-05 internal_weight=7500.67 1198.62 119.645 87.0601 23.8353 6302.06 119.15 32.5846 109.782 100.259 91.532 12.2825 1078.97 71.4715 1007.5 855.839 28.7372 42.7343 8.62747 363.117 492.722 34.1068 151.661 54.0227 97.6386 6182.91 63.2248 27.6361 35.5887 6174.75 internal_count=27017 5022 582 385 107 21995 461 197 428 385 351 53 4440 360 4080 3469 125 235 45 1409 2060 190 611 228 383 21534 278 125 153 21503 is_linear=0 shrinkage=0.03 Tree=515 num_leaves=31 num_cat=0 split_feature=7 9 5 10 5 0 0 6 11 3 0 5 4 12 12 5 0 4 5 0 10 9 0 6 9 5 0 2 8 8 split_gain=1.03904 2.77922 3.34496 3.55333 3.04248 4.99323 4.98818 3.60339 2.61491 2.55038 2.43501 5.08307 3.46773 3.18735 4.06407 2.62314 2.91538 2.36042 2.06764 3.97011 2.82638 2.17729 4.63089 4.64007 2.01564 3.21469 4.02103 1.9834 2.83253 2.24683 threshold=2.1000000000000005 3.5000000000000004 1.4650000000000007 0.50000000000000022 1.1450000000000007 525.00000000000011 200.00000000000003 1.7000000000000004 0.33333333333333326 1.3 350.00000000000006 2.1050000000000009 1.7300000000000004 3.9000000000000008 2.7000000000000006 0.88500000000000023 475.00000000000006 2.0050000000000012 0.67500000000000016 475.00000000000006 -1.0000000180025095e-35 2.1000000000000005 525.00000000000011 1.3 2.3000000000000003 0.95000000000000018 525.00000000000011 0.50000000000000011 3.9000000000000004 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 2 4 -4 6 7 -2 -6 -7 -8 12 15 13 14 -3 -12 -17 -14 19 20 -1 22 -20 -24 25 -23 -27 28 -26 -29 right_child=1 10 3 -5 5 8 9 -9 -10 -11 11 -13 17 -15 -16 16 -18 -19 21 -21 -22 24 23 -25 27 26 -28 29 -30 -31 leaf_value=0.016112052180962302 0.020094525553312367 -0.0011130624978705366 -0.018750611507731794 0.0099547605167906849 0.0071306492272911245 0.0045804365275943157 -0.00050756482601013427 0.024936648470545407 -0.02087581374573149 -0.018015554902736562 -0.014211190050489967 -0.021299474528740387 -0.020175897410757187 0.019109871441199685 -0.012059161983179497 0.0061706294442514147 -0.00086516367065732401 -0.00080686651980319316 -0.014893479547342667 -0.024339731606895221 -0.009567312716157567 0.026847012912546969 -0.011262114193659113 0.03187578161861937 -0.0014509198506358547 -0.0045617668502617283 0.020802816114578519 0.0031612162518319712 0.0034074373859417383 -0.00012310819905359666 leaf_weight=6.3116133958101317 9.7438489198684675 120.00995543599129 12.10158807039261 5.7133932933211318 23.471511319279671 9.5492224693298322 52.043928649276495 18.129352331161499 5.8605372682213774 8.7466195970773679 11.569084241986273 10.481013588607309 19.670145079493526 5.6081001758575431 40.941369369626045 63.369003519415855 324.06766083836555 7.9517111778259268 22.838315516710285 9.0964822340756637 9.9208382815122604 6.2830045931041232 4.4407635740935785 4.5368007719516754 155.71124845743179 18.842609785497192 8.0188706740736944 193.15023772418499 352.50883506238461 6369.4129750989377 leaf_count=27 38 431 50 24 96 40 234 61 26 41 57 36 92 17 151 242 1291 50 91 48 40 29 25 16 447 67 33 564 1044 21609 internal_value=-2.86623e-05 -0.00109179 0.00263222 -0.00954459 0.00433302 0.0094868 0.000167396 0.0148904 -0.00510092 -0.00302664 -0.00198851 -0.000676445 -0.00475538 -0.00312277 -0.00389743 -0.000134723 0.000285608 -0.0146 8.2538e-05 -0.00847366 0.000417514 0.000112909 -0.00771754 0.0105376 0.000147979 0.00752884 0.00301024 0.000113381 0.00191891 -2.64435e-05 internal_weight=7910.1 749.028 145.36 17.815 127.545 57.0106 70.5344 41.6009 15.4098 60.7905 603.668 409.487 194.181 166.559 160.951 399.006 387.437 27.6219 7161.07 25.3289 16.2325 7135.74 31.8159 8.97756 7103.93 33.1445 26.8615 7070.78 508.22 6562.56 internal_count=27017 2977 610 74 536 223 313 157 66 275 2367 1626 741 599 582 1590 1533 142 24040 115 67 23925 132 41 23793 129 100 23664 1491 22173 is_linear=0 shrinkage=0.03 Tree=516 num_leaves=16 num_cat=0 split_feature=3 10 9 0 4 4 4 12 11 4 9 5 7 4 12 split_gain=1.00268 1.4939 1.26334 1.01034 3.66299 3.61931 4.42541 3.39167 2.47326 4.3511 8.37418 3.91395 2.57488 3.32844 1.99495 threshold=1.0000000180025095e-35 0.33333333333333326 10.500000000000002 525.00000000000011 0.61500000000000021 0.83000000000000029 1.2750000000000006 1.1000000000000003 1.1666666666666672 1.2450000000000008 3.1000000000000005 1.1750000000000005 0.50000000000000011 1.4950000000000008 4.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 8 -5 7 -7 -6 12 10 -10 -11 13 -2 -14 right_child=2 -3 -4 4 5 6 -8 -9 9 11 -12 -13 14 -15 -16 leaf_value=-0.00028153897303091383 -0.0060334368929103625 0.017110282970194662 -0.013016412415693597 0.023378267120983575 0.013775940616828894 0.0023894656755135018 -0.00024047820271812429 -0.0086573377012140185 0.019620413240090985 0.012321922643528603 -0.0044238030682551095 0.0022033486586578838 -0.00022576383716481311 0.00049274959139785756 -0.0055916434778829696 leaf_weight=10.612687632441522 162.46808449923992 7.6485569328069678 6.7409576922655097 6.2587051987648001 6.7323916256427756 834.21788392215967 1859.2228286042809 61.238779328763485 14.166356012225149 37.299067005515099 163.46504356712103 443.38875056058168 5290.7235887795687 124.02542319893837 63.101731348782778 leaf_count=33 569 26 30 19 19 2500 5695 192 41 105 532 1335 15307 390 224 internal_value=-1.97779e-05 0.00700287 -3.39123e-05 -2.42596e-05 0.000453497 0.000401538 0.000574073 -0.00643537 -0.00023419 0.00150588 -0.00250624 0.0029885 -0.000437284 -0.0032082 -0.000289008 internal_weight=9091.31 18.2612 9073.05 9066.31 2767.67 2761.41 2693.44 67.9712 6298.64 658.319 177.631 480.688 5640.32 286.494 5353.83 internal_count=27017 59 26958 26928 8425 8406 8195 211 18503 2013 573 1440 16490 959 15531 is_linear=0 shrinkage=0.03 Tree=517 num_leaves=31 num_cat=0 split_feature=2 5 5 13 6 13 10 3 13 2 11 7 8 0 6 7 5 7 5 4 0 4 13 4 2 11 5 11 13 13 split_gain=0.588702 3.2601 3.8902 2.11413 2.12747 1.98146 1.89071 1.75393 1.37997 1.10438 4.18815 5.36671 5.69546 5.30206 4.18899 7.15304 4.35737 4.23881 3.59216 3.03007 3.26115 2.58073 0.871116 3.06095 4.09462 4.35536 3.98524 3.43918 5.52081 3.6688 threshold=0.3000000000000001 1.0750000000000008 1.9750000000000003 4.1000000000000005 2.5000000000000004 2.7000000000000006 -1.0000000180025095e-35 0.90000000000000013 2.9000000000000008 0.50000000000000011 -1.0000000180025095e-35 1.9000000000000001 3.9000000000000004 350.00000000000006 1.1000000000000003 0.50000000000000011 1.0550000000000006 1.3 0.98000000000000043 1.2350000000000005 475.00000000000006 1.3050000000000008 3.9000000000000008 1.2950000000000006 1.5000000000000002 -1.4999999999999996 0.8300000000000004 0.33333333333333326 4.5000000000000009 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 4 7 -4 -5 -3 -1 10 11 12 13 -2 16 -16 -12 -18 -17 20 -13 -14 -11 27 25 -25 -26 28 -24 -29 right_child=9 2 5 6 -6 -7 -8 -9 -10 22 14 19 21 -15 15 18 17 -19 -20 -21 -22 -23 23 24 26 -27 -28 29 -30 -31 leaf_value=0.001113967901481506 0.028960821041026683 -0.0025954674312280678 -0.021464348550424121 0.028769298129920171 -0.013025216355324313 0.0023366861461120146 0.0054088237727502762 0.0074088259408647272 -0.016497870055349213 0.00020713476044603927 -0.02232136536561289 -0.0056222401792748516 -0.0081247540005518898 0.0025928844194936587 0.017411672026990184 0.0066896462400857113 -0.0016495174420026043 0.0155539785684037 -0.010322795808672141 0.030530884263159294 0.020642600916175823 0.0036592454032278033 -0.0047517907401310932 0.012080718387271833 0.032034249233032726 -0.0063911867938078832 0.00025771004991280075 0.0071678706528939297 0.006132113763025096 -0.017383998642343454 leaf_weight=6.2454837411642101 9.5022000223398191 20.258317857980728 7.7471794784069044 6.2747322618961334 6.1570723354816428 5.3027511239051819 6.1985590457916242 71.215439841151237 11.157009676098822 6347.5084873475134 5.8223775774240485 8.2361698895692879 57.291799619793892 24.713930025696754 10.040330171585081 12.257565230131148 33.425293564796448 20.981064692139626 125.93183170258999 7.7910132706165305 8.8011878728866559 23.623037874698639 123.19275886565447 12.162836968898771 3.6373596191406241 207.04145590960979 151.51759293675423 97.132671922445297 63.598586767911911 5.8050644546747199 leaf_count=21 32 68 33 20 21 21 20 242 39 22971 20 28 204 84 35 42 114 73 439 27 31 85 420 42 15 730 579 325 216 20 internal_value=5.37861e-05 0.00197704 0.00369452 0.00553015 0.00404427 -0.011793 0.0171604 0.00519322 -0.0101773 1.70572e-05 -0.00163148 0.00238264 -0.00034541 0.00991555 -0.00432657 -0.00703739 0.00234506 0.00498477 -0.00881377 0.0150328 0.0079457 -0.00468442 9.89759e-05 -0.000934831 -0.00272662 -0.00536625 0.00100266 0.00138035 -0.00104605 0.00578329 internal_weight=7500.57 140.557 123.154 110.104 97.6308 13.0499 12.4733 91.4738 17.4025 7360.01 348.418 139.959 115.131 34.2161 208.458 148.23 60.2287 54.4064 138.189 24.8284 17.0374 80.9148 7011.6 664.088 374.359 219.204 155.155 289.729 186.791 102.938 internal_count=27017 485 425 371 331 54 40 310 60 26532 1214 491 405 116 723 516 207 187 481 86 59 289 25318 2347 1366 772 594 981 636 345 is_linear=0 shrinkage=0.03 Tree=518 num_leaves=31 num_cat=0 split_feature=3 5 9 4 8 4 10 5 7 13 2 6 12 7 10 8 4 11 10 10 9 8 2 2 10 4 8 5 5 10 split_gain=1.03392 3.09962 3.99312 4.70626 4.50201 3.95569 3.82862 2.94121 2.709 2.94179 2.62703 3.02257 2.59321 2.25462 7.13419 4.01578 2.87087 2.50863 2.23103 3.83795 3.79206 5.2818 3.23654 2.78998 2.77915 1.93283 2.51325 1.92011 1.84376 1.59566 threshold=1.7000000000000004 2.2150000000000012 6.1000000000000005 1.2450000000000008 5.7000000000000002 1.4850000000000005 -0.66666666666666663 2.1950000000000007 2.1000000000000005 4.9000000000000012 2.7000000000000006 0.50000000000000011 4.700000000000002 2.3000000000000003 1.0000000180025095e-35 4.3000000000000016 1.1250000000000007 -0.66666666666666663 -0.83333333333333315 -1.0000000180025095e-35 5.1000000000000005 6.1000000000000005 2.1000000000000005 0.3000000000000001 -1.4999999999999996 2.6350000000000011 5.9000000000000012 1.7400000000000007 1.4050000000000009 -2.8333333333333326 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 5 -4 6 -3 -5 25 10 13 18 -12 -13 17 16 -16 -15 -10 20 23 24 -22 -21 -20 -2 29 -27 -14 -19 -1 right_child=8 2 3 4 -6 -7 -8 -9 9 -11 11 12 27 14 15 -17 -18 28 19 22 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.012093363299253441 -0.010984828196569504 0.032456473714101659 -0.012810444404006156 -0.0030187258116548656 -0.007288884780857951 0.0019113407619332017 0.025293083840466388 -0.018639614149617866 -0.023056964436696289 0.0092406993198618954 0.013887833525770315 -0.026106064354762603 -0.015242636916862354 -0.029319132658043496 0.026223503192983479 0.0018236050767063037 -0.0064602065881529201 -0.02170045052708414 0.01418131874047864 -4.8166788732401724e-05 -0.0011509385741437462 0.0092602143936603987 0.0051510140397840482 0.0030446414792098054 -0.0021824565601339684 0.01796657390352225 -0.016785078275982517 -0.0019673935144320326 -0.0040272885852007927 -0.00029435367694795133 leaf_weight=9.3745374791324121 45.797325886785984 9.0347598791122419 13.555078536272047 6.176142245531083 10.791935190558432 6.6055731177330008 14.142616435885433 7.8832220286130896 10.426486790180205 14.030496522784231 6.707757130265235 5.9720292054116717 13.023703221231697 5.9351293891668311 9.2390290498733538 17.702241688966751 29.632980681955814 6.2297364622354499 21.065124854445457 1122.1344447731972 195.98294900357723 56.498722702264786 119.20626906305552 520.45893198996782 109.3849545493722 2.2198887988924971 11.984297046437858 39.686497956514359 36.093088045716286 5432.2957517076284 leaf_count=42 155 25 38 18 36 24 42 24 37 44 34 28 75 19 29 69 114 24 60 3319 570 174 419 1546 346 18 134 144 126 19284 internal_value=-2.82731e-05 -0.000253661 0.00651046 0.00194239 0.00837028 0.019556 0.0166874 -0.00032832 0.000493718 -0.00372949 0.000735755 -0.00518955 -0.00737022 -0.00530836 -0.00145396 0.0101911 -0.0102746 -0.00987593 0.000912633 0.00137045 -0.00108957 0.0011788 0.000451112 0.00347785 -0.00478021 -0.000301862 -0.0113539 -0.00524746 -0.0066287 -0.000273013 internal_weight=7909.27 5524.06 60.3061 44.6658 31.1107 15.6403 20.3188 5463.76 2385.21 129.289 2255.92 65.39 58.6822 115.259 62.5094 26.9413 35.5681 52.7493 2190.53 1782.86 407.664 252.482 1241.34 541.524 155.182 5455.87 14.2042 52.7102 42.3228 5441.67 internal_count=27017 19685 183 134 96 49 60 19502 7332 462 6870 281 247 418 231 98 133 187 6589 5344 1245 744 3738 1606 501 19478 152 219 150 19326 is_linear=0 shrinkage=0.03 Tree=519 num_leaves=25 num_cat=0 split_feature=8 2 4 4 0 10 2 5 0 2 12 8 9 4 5 5 4 0 5 4 5 7 3 4 split_gain=0.988755 4.06824 1.44869 5.85356 2.18645 3.80552 4.90253 3.31074 2.57604 2.42107 1.86636 3.95901 1.86564 1.8121 1.69393 4.53018 1.69719 1.28932 2.75628 3.08618 1.28686 1.25048 3.24095 2.7272 threshold=10.100000000000001 1.7000000000000004 2.3450000000000011 2.3750000000000009 525.00000000000011 0.50000000000000022 2.9000000000000004 2.0250000000000008 350.00000000000006 2.7000000000000006 4.9000000000000012 8.3000000000000025 5.9000000000000012 2.4150000000000009 1.9400000000000006 1.8550000000000004 1.9100000000000006 875.00000000000011 2.2550000000000012 1.4250000000000005 1.4150000000000007 1.5000000000000002 3.1000000000000005 2.265000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 10 12 5 6 -5 13 -7 -9 17 14 20 -6 15 -12 -16 21 19 -19 -4 23 -23 -1 right_child=1 -3 3 4 7 8 -8 9 -10 -11 11 -13 -14 -15 16 -17 -18 18 -20 -21 -22 22 -24 -25 leaf_value=-0.00030424537929910479 0.010469750067991624 -0.021355803237927538 0.01218037747502866 -0.013127225542255583 0.013805966754538733 0.012175727057183788 0.0076703456244757084 0.026972975931832472 -0.003974467159094627 0.0037988809308850758 -0.0053648024581384041 0.019958441633110023 0.002501021146078928 -0.00043441070430954871 -0.011621581541719087 0.016926035980984484 -0.0024238477043579633 -0.0081437672108360636 -0.014001140174515271 0.0043216102664686085 0.027848202968447974 0.00033839346894811118 0.018262455757049552 -0.0091027273067923204 leaf_weight=5198.1330491676927 6.3062688410282126 8.4702916815876943 8.7194376438856178 40.080843359231949 9.0869565606117231 19.433152079582214 13.683397620916365 8.6142092049121874 16.381688058376312 7.6699915379285803 37.163338527083397 6.0791955590248099 6.9582553803920737 69.957659095525742 42.315995339304209 10.530607655644415 31.493214428424835 19.876196384429932 8.8992842435836774 177.56248071789742 10.280827350914477 3291.8095389232039 9.1042035669088346 31.900764405727386 leaf_count=15652 19 29 37 125 37 64 52 25 57 25 115 18 22 289 208 32 101 57 25 613 35 9255 29 96 internal_value=-1.94507e-05 -0.00777345 -6.82615e-06 0.00245072 0.000577923 -0.00278737 -0.00783409 0.00374023 0.00478864 0.0160578 -6.52831e-05 -0.00366755 0.015791 0.00120266 -0.00484964 -0.000443086 -0.00769705 -1.26826e-05 0.00233059 0.00306672 0.0206581 -6.93592e-05 0.00038783 -0.000357912 internal_weight=9090.51 14.7766 9075.73 210.866 184.908 89.5791 53.7642 95.3288 35.8148 16.2842 8864.87 127.582 25.9585 79.0446 121.503 47.6939 73.8092 8737.29 206.338 197.439 19.0003 8530.95 3300.91 5230.03 internal_count=27017 48 26969 768 674 298 177 376 121 50 26201 474 94 326 456 147 309 25727 695 670 72 25032 9284 15748 is_linear=0 shrinkage=0.03 Tree=520 num_leaves=31 num_cat=0 split_feature=9 13 5 7 10 8 4 4 7 5 5 9 2 9 7 5 12 0 5 3 12 5 10 11 4 2 5 12 9 8 split_gain=0.581655 3.01322 3.10332 2.57529 1.90023 2.55724 4.11835 2.14005 2.234 1.63307 3.48081 5.78373 4.49936 1.97046 2.39277 1.48977 4.61547 3.50285 3.37926 2.91121 3.29401 2.58469 4.70565 2.57873 6.08424 3.4391 1.80862 3.02781 3.6939 3.01929 threshold=3.7000000000000006 1.1000000000000003 1.1550000000000007 0.70000000000000007 0.50000000000000022 7.9000000000000012 2.015000000000001 0.61500000000000021 1.5000000000000002 1.4750000000000008 1.3450000000000006 3.3000000000000003 1.3 3.5000000000000004 0.50000000000000011 0.97000000000000031 1.1000000000000003 525.00000000000011 0.93000000000000027 0.50000000000000011 1.9000000000000001 0.98000000000000043 0.83333333333333337 0.33333333333333326 1.5850000000000006 1.7000000000000004 1.4150000000000007 1.3000000000000003 7.7000000000000002 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 9 7 6 -6 -5 -9 10 12 -12 -3 14 -11 16 17 -2 23 -20 -21 22 -17 25 -25 -18 29 28 -28 -23 right_child=15 3 -4 4 5 -7 -8 8 -10 13 11 -13 -14 -15 -16 21 18 -19 19 20 -22 26 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.028048763814277303 -0.020173567621725091 0.0010877496760758716 0.0025683898971310434 -0.015083489027751067 0.0022282611602178356 -0.015387536219985573 0.01506367744757822 0.0017666546972463933 -0.001294023786702971 0.0066390849080189326 -0.0074071355867306081 0.024484925156705077 -0.014063181012925073 -0.023651382979725497 -0.014352064813059168 -0.016377459484837816 -0.0040108483068610964 0.0052732527335145113 0.021321852939101691 0.016558239337940223 0.00012759799823755687 -0.00043159533426443336 0.012529109804931583 0.012173996226309047 -0.0096066478394826616 0.009523246302107281 0.0042840572724410315 0.00016714996124711338 0.027591018094689671 -0.0040904365686057374 leaf_weight=7.2151160091161755 13.776766017079355 44.818482384085655 10.654242783784865 8.2341198921203596 300.41480811685324 6.8088346868753424 24.31940483301878 442.98019382357597 416.36277753859758 8.5660096108913457 9.8896786719560641 10.606717750430105 29.090847015380859 7.1945477128028861 11.380350336432457 20.817476518452171 90.227746598422527 7.5292507559061042 14.183271050453184 16.871733993291855 31.454318188130856 1902.239573314786 6.6994925588369361 42.813736602663994 15.803307786583899 20.791561156511307 49.624939993023872 3694.9667625501752 6.9810078144073477 227.23062761873007 leaf_count=23 50 142 36 33 1032 35 111 1529 1520 28 32 34 110 24 39 78 325 28 50 56 120 6696 23 145 74 95 166 13327 23 1033 internal_value=5.30929e-05 0.000619924 0.0128566 0.000454355 0.000876127 0.00280799 0.00318951 0.000137867 0.000283716 -0.00370664 -0.00184213 0.00909675 -0.00487568 -0.0101921 -0.00533737 -7.00364e-05 0.0021822 -0.011181 0.00340865 0.0093713 0.00586391 -0.000166647 -0.00933964 0.00121148 0.00630188 -0.0014762 -0.000123728 0.000272638 0.00715842 -0.000822021 internal_weight=7500.55 1338.54 17.8694 1320.67 1199.12 331.543 324.734 867.577 859.343 121.547 94.4057 20.4964 73.9093 27.1409 19.9464 6162.01 253.452 21.306 232.146 62.5093 48.3261 5908.56 27.517 169.636 58.617 111.019 5881.04 3751.57 56.6059 2129.47 internal_count=27017 4728 59 4669 4260 1178 1143 3082 3049 409 318 66 252 91 67 22289 943 78 865 226 176 21346 101 639 219 420 21245 13516 189 7729 is_linear=0 shrinkage=0.03 Tree=521 num_leaves=29 num_cat=0 split_feature=11 9 9 12 5 9 0 5 0 2 3 8 13 9 8 10 9 12 11 9 5 0 10 13 9 9 8 10 split_gain=1.01925 2.23722 2.3429 2.81839 2.19377 2.36917 3.37147 1.88408 3.5819 1.69459 1.32111 2.57158 2.72115 3.76319 3.69015 2.29644 2.62528 1.73553 1.58443 2.22537 1.87943 1.67558 2.37898 2.28606 1.4824 0.735222 1.36306 1.56466 threshold=2.1666666666666674 5.1000000000000005 6.9000000000000012 5.1000000000000005 1.5750000000000008 6.5000000000000009 525.00000000000011 1.4750000000000008 475.00000000000006 1.5000000000000002 2.7000000000000006 6.7000000000000002 2.5000000000000004 6.1000000000000005 7.7000000000000002 1.8333333333333339 9.3000000000000025 5.700000000000002 -2.8333333333333326 5.9000000000000012 2.8950000000000009 875.00000000000011 -1.4999999999999996 0.90000000000000013 6.3000000000000016 3.9000000000000004 5.7000000000000002 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=10 7 4 9 -3 6 -6 8 -2 -4 18 15 14 -14 24 16 17 -12 19 -1 21 23 -23 -20 -13 -9 27 -27 right_child=1 2 3 -5 5 -7 -8 25 -10 -11 11 12 13 -15 -16 -17 -18 -19 20 -21 -22 22 -24 -25 -26 26 -28 -29 leaf_value=0.019833692846527098 0.02050500414882285 -0.011714289963951798 -0.021064047017255519 0.0091115625076542885 0.0093842752637911253 0.020014025614402471 -0.01182836833678835 -0.003701287022958744 -0.012755635216609986 -0.0023357320784325457 0.0021032980219838665 -0.010964274605890797 -0.011673049551540719 0.018270273803651468 0.0036543161056340379 0.017390879014368917 -0.015535904777582555 0.011355314546202127 0.0069904885383326133 -0.00088915734291352799 0.01613866424770893 0.0070673603121923431 -0.0051025289391322263 -8.733514228481505e-05 -0.029144804233234258 -0.016893305467228246 -0.02473968333142779 -0.00013609493015059702 leaf_weight=8.6282604858279246 5.4491768032312375 6.5640389621257773 10.424117103219038 7.079561933875083 22.534590005874634 9.6078797131776792 9.6228479593992216 9.09001277387142 6.2635780274868011 7.459994673728942 277.75201776623726 8.1503518223762565 6.8875632584094992 8.365433529019354 9.4260733127593976 9.3230528831481916 7.2698644399642935 19.530472218990326 41.305006392300129 10.150597400963305 6.4146790206432334 16.623421460390091 110.894646525383 7237.5925042200834 7.9966815263032904 11.476093202829366 7.2198258452117434 8.9071412384510023 leaf_count=27 19 21 30 22 67 29 32 30 25 22 812 27 23 25 31 28 22 64 138 31 20 112 780 24467 24 36 27 26 internal_value=-2.79981e-05 -0.00275227 0.000553323 -0.00690975 0.00440824 0.00694214 0.00303657 -0.00775739 0.00271836 -0.0132519 1.45819e-05 0.00180327 -0.00527943 0.00474922 -0.011261 0.00272453 0.00227556 0.00271112 -7.07901e-05 0.0086323 -9.28376e-05 -0.000106896 -0.00351605 -4.71712e-05 -0.019968 -0.0111013 -0.0135383 -0.00957068 internal_weight=7908.01 121.699 73.293 24.9637 48.3294 41.7653 32.1574 48.4058 11.7128 17.8841 7786.31 354.702 40.8261 15.253 25.5731 313.875 304.552 297.282 7431.61 18.7789 7412.83 7406.42 127.518 7278.9 16.147 36.6931 27.6031 20.3832 internal_count=27017 386 223 74 149 128 99 163 44 52 26631 1056 130 48 82 926 898 876 25575 58 25517 25497 892 24605 51 119 89 62 is_linear=0 shrinkage=0.03 Tree=522 num_leaves=14 num_cat=0 split_feature=13 6 11 11 10 9 5 8 8 10 12 5 10 split_gain=0.979778 0.995831 2.31213 2.53255 2.97149 2.67677 1.78805 1.29379 1.46319 3.10024 2.70881 1.29563 1.10739 threshold=6.1000000000000005 3.1000000000000005 -0.83333333333333315 -1.0000000180025095e-35 -0.33333333333333331 4.7000000000000002 1.5050000000000006 1.0000000180025095e-35 1.7000000000000004 1.0000000180025095e-35 2.3000000000000007 0.54500000000000015 1.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 -3 -4 6 -6 -5 -1 9 10 -9 -10 -13 right_child=-2 2 3 4 5 -7 -8 8 11 -11 -12 12 -14 leaf_value=0.013315004380129121 0.010005150868907114 0.0095196506442223588 -0.018937418561044573 -0.024380133722213333 0.013785926782006932 -0.0081238123204824091 -0.0017651002317269114 0.011485274300137601 0.011562573947147865 -0.019213532820680175 -0.01170786576591416 7.1557344913932884e-05 -0.0014756304864633116 leaf_weight=6.5583758503198615 8.7663641870021802 9.3091599941253644 11.659612894058226 6.9162062257528252 11.693738743662839 8.7916148081421834 5.7727962955832481 9.9257062971592003 8.7246691584587079 11.089618191123007 8.3404008448123914 8543.7610135748982 437.67827116698027 leaf_count=20 25 28 38 23 35 30 21 29 29 34 26 25350 1329 internal_value=-1.94182e-05 -2.90963e-05 -0.00408552 -0.00691045 -0.0026834 0.00438301 -0.0140915 -4.76372e-06 -1.44489e-05 -0.00670123 0.000895164 7.38553e-06 -3.83931e-06 internal_weight=9088.99 9080.22 54.1431 44.834 33.1744 20.4854 12.689 9026.08 9019.52 29.3557 18.2661 8990.16 8981.44 internal_count=27017 26992 175 147 109 65 44 26817 26797 89 55 26708 26679 is_linear=0 shrinkage=0.03 Tree=523 num_leaves=21 num_cat=0 split_feature=5 5 12 8 12 3 3 12 12 8 11 0 11 3 6 8 4 9 3 7 split_gain=0.587026 4.17749 3.99526 2.1619 2.48783 2.4822 2.34842 1.66084 2.13417 1.65495 1.04543 0.99842 0.923312 2.70751 3.67159 0.694986 2.29334 1.26585 0.463473 0.00184139 threshold=2.6050000000000009 2.5350000000000006 3.3000000000000007 7.3000000000000016 3.5000000000000004 3.9000000000000004 1.9000000000000001 3.9000000000000008 4.1000000000000005 5.1000000000000005 3.1666666666666674 350.00000000000006 2.5000000000000004 1.9000000000000001 1.3 2.9000000000000004 1.1450000000000007 1.5000000000000002 2.3000000000000003 0.90000000000000013 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 10 -3 4 6 7 -2 -6 -9 -7 12 -4 15 -14 -15 16 -1 -17 -8 -13 right_child=3 2 11 -5 5 9 18 8 -10 -11 -12 19 13 14 -16 17 -18 -19 -20 -21 leaf_value=0.00080138914196011858 0.0084407892374128816 0.010796473464525114 -0.0088793495297676984 -0.014726255210566898 0.020749664036320215 -0.022972739783895187 -0.023909553880299712 -0.010201632323006431 0.0095845233323728959 0.0045269621300606825 -0.010687498206748487 -0.023525873127545199 0.018158975599564815 0.011083077427087301 -0.010069288441545175 -0.014514257790186683 -0.0035289041906819557 0.0001382256199373413 -0.0099220494607783118 -0.024269434304569695 leaf_weight=251.56697084009647 5.270742490887641 5.1143084913492229 5.7663549035787609 5.9352271035313597 9.3945678323507291 3.8009464219212523 4.334942162036894 5.7367593944072715 33.889196678996086 4.0877558887004852 8.128324165940283 4.9968211501836759 9.9811205267906171 14.210575357079508 15.377329155802725 5.3104961887001982 195.69905825704336 6899.843030501157 4.1953303068876266 7.4913386404514313 leaf_count=872 23 24 27 28 36 24 22 25 137 20 36 28 31 47 54 23 702 24801 21 36 internal_value=5.2474e-05 2.55056e-05 -0.0126386 0.00266449 0.00412423 0.00689534 -0.00730262 0.00940875 0.00672003 -0.00872299 6.54977e-05 -0.0192044 7.73218e-05 0.0046477 8.98389e-05 5.27251e-05 -0.00109331 0.000126957 -0.0170303 -0.0239719 internal_weight=7500.13 7423.49 23.3688 76.6455 70.7102 56.9092 13.801 49.0205 39.626 7.8887 7400.12 18.2545 7391.99 39.569 29.5879 7352.42 447.266 6905.15 8.53027 12.4882 internal_count=27017 26681 115 336 308 242 66 198 162 44 26566 91 26530 132 101 26398 1574 24824 43 64 is_linear=0 shrinkage=0.03 Tree=524 num_leaves=31 num_cat=0 split_feature=8 12 10 4 5 7 2 4 5 9 12 10 5 4 6 10 4 4 10 11 11 9 2 6 5 7 5 11 10 13 split_gain=1.0058 2.25535 5.34174 3.15078 4.66135 2.67261 2.44572 4.38498 4.5413 7.10142 3.66941 2.91052 3.7256 3.1911 8.14131 2.33594 4.25746 5.08795 4.15379 3.24143 3.18383 2.28851 2.26422 2.20643 1.89836 5.72258 2.63862 1.79742 3.47385 2.49947 threshold=4.7000000000000002 4.1000000000000005 0.50000000000000022 1.8550000000000004 1.7250000000000003 0.90000000000000013 1.7000000000000004 1.7650000000000006 1.4550000000000007 5.1000000000000005 3.3000000000000007 -1.8333333333333328 1.3150000000000006 2.1250000000000004 1.3 -0.49999999999999994 1.4850000000000005 1.1650000000000007 -0.83333333333333315 1.0000000180025095e-35 -0.66666666666666619 4.7000000000000002 1.7000000000000004 1.5000000000000002 0.87000000000000033 1.9000000000000001 0.99000000000000021 -1.1666666666666663 2.1666666666666674 3.9000000000000008 decision_type=2 2 2 2 2 2 2 2 2 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 15 4 5 -4 7 24 9 -9 -10 12 -8 21 -15 18 17 -17 19 -3 -20 -13 -18 -6 25 -1 -26 28 29 -2 right_child=27 2 3 -5 23 -7 11 8 10 -11 -12 13 -14 14 -16 16 22 -19 20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.0087461344845675137 0.0011998860864446054 -0.011244479574212023 0.010179418801051717 -0.0041657723677142209 0.0015769192091111134 0.033657383487408501 0.0060280894492161282 0.0060827403555358487 -0.004355080591139036 0.035711103235676556 0.013435702490041043 0.00073540826227326691 -0.0230635093937058 -0.010741483719805748 0.047134469709616697 -0.010348575511200518 -0.023297189008532782 0.010697171010168229 0.032995852960206802 0.0063264390755109097 0.0072931893927430744 -0.0035804353643197938 -0.0065590205621231636 0.013212274837348685 -0.0039683722569892428 -0.0076065303783681157 0.00031028163943820305 -0.00057238649981750014 -0.022143203952836556 0.010122192984713714 leaf_weight=71.781397849321365 351.7567145191133 17.126961372792721 7.1784240826964405 14.155536532402037 30.807227313518524 11.128976494073866 5.8531900942325619 21.891985528171062 32.106982454657555 10.90858283638954 15.457107514142988 191.87491154670715 12.261325202882288 4.6458302959799749 4.1338669136166573 16.177850320935249 9.1463520228862745 28.642541915178299 6.2791137248277691 21.078051969408989 14.027018852531908 260.97776430100203 35.521683041006327 27.999195232987404 135.81848591566086 26.322870701551437 2888.6719827800989 3596.8701509870589 5.4782718271017066 30.726008474826813 leaf_count=262 1232 56 23 57 88 35 28 93 112 38 45 776 46 29 19 49 27 85 20 69 47 876 123 84 487 105 8741 13234 25 106 internal_value=-2.74536e-05 0.000313606 0.00313599 0.00884403 0.0112322 0.0244516 0.000130233 0.000429439 0.00734862 0.0159363 0.00142647 -0.00186738 -0.0136634 -0.0014045 0.0165091 -0.00038408 -0.00343168 0.00310074 0.00427699 -0.00155044 0.015241 -0.0017518 -0.00998637 0.0071168 0.000251364 0.00435847 0.000118143 -0.000363133 0.0015769 0.00191664 internal_weight=7906.81 3921.98 239.269 91.2694 77.1138 18.3074 3682.71 3202.96 80.3647 32.8006 47.5641 479.747 18.1145 461.632 8.7797 148 89.4884 44.8204 58.5111 38.205 20.3061 452.853 44.668 58.8064 3122.59 98.1043 3024.49 3984.83 387.961 382.483 internal_count=27017 12420 763 287 230 58 11657 9883 288 131 157 1774 74 1700 48 476 284 134 192 125 67 1652 150 172 9595 367 9228 14597 1363 1338 is_linear=0 shrinkage=0.03 Tree=525 num_leaves=18 num_cat=0 split_feature=3 9 9 10 11 4 12 13 4 5 11 0 9 10 5 0 5 split_gain=0.95644 1.48542 1.21364 0.954747 3.39678 4.84843 5.24035 3.902 3.8629 3.6284 1.79315 1.37313 3.24585 2.62503 1.45104 2.22933 1.68726 threshold=1.0000000180025095e-35 4.7000000000000002 10.500000000000002 1.5000000000000004 0.33333333333333326 1.8900000000000006 2.9000000000000008 3.7000000000000006 1.7300000000000004 1.0650000000000006 0.83333333333333337 725.00000000000011 2.3000000000000003 -1.1666666666666663 0.76500000000000024 350.00000000000006 0.79500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 11 5 8 -7 9 -5 -6 -9 14 -13 -14 15 -2 -16 right_child=2 -3 -4 4 7 6 -8 10 -10 -11 -12 12 13 -15 16 -17 -18 leaf_value=-0.00029586403021551126 -0.0015381920781739767 0.017122757083832426 -0.012797996232818763 -0.0039791739927599514 -0.013756415690267552 0.022047403194035274 -0.00029524667287251653 0.021306344676888158 -0.014942929836130421 0.0018287834159144115 0.0031255685507664832 -0.018776356197074944 -0.0027048134993021716 0.0032117706103868167 -0.0065203151366502515 0.0070019714655978633 -5.8451107900238142e-05 leaf_weight=10.74194620549679 48.108875349164009 7.4704973027110091 6.6981630697846404 159.87500622868538 14.956714555621145 11.099408090114592 63.495617680251598 12.513728484511377 35.310492545366287 132.94057339429855 8.0061363577842695 6.8564277887344351 84.304447986185551 338.36418426036835 36.532317951321602 64.247475698590279 8047.0393647067249 leaf_count=34 137 25 30 471 46 34 210 36 103 405 23 23 284 1151 104 190 23711 internal_value=-1.89841e-05 0.00684902 -3.27745e-05 -2.33408e-05 -0.0013894 -0.00347633 0.00302924 0.00195357 -0.0059626 0.000252667 0.0142128 4.60589e-05 0.00169951 0.00203166 -4.05936e-05 0.00334523 -8.76544e-05 internal_weight=9088.56 18.2124 9070.35 9063.65 438.198 269.781 74.595 168.417 195.185 147.897 20.5199 8625.45 429.525 422.669 8195.93 112.356 8083.57 internal_count=27017 59 26958 26928 1328 818 244 510 574 451 59 25600 1458 1435 24142 327 23815 is_linear=0 shrinkage=0.03 Tree=526 num_leaves=31 num_cat=0 split_feature=4 4 6 9 3 0 12 6 7 13 2 9 5 11 12 9 6 8 10 12 8 9 3 6 5 5 0 8 4 9 split_gain=0.584454 3.79181 3.44493 3.85982 4.24559 4.00018 3.62707 3.23202 4.39817 6.12404 3.37651 3.13251 3.7546 3.09685 3.0798 2.87146 2.71508 2.86311 3.7146 2.70779 4.24292 2.64739 2.57316 2.52811 3.99394 3.94777 2.43667 2.37916 2.12053 2.04986 threshold=1.1050000000000006 1.1350000000000007 2.9000000000000004 3.3000000000000003 1.1000000000000003 475.00000000000006 0.70000000000000018 2.7000000000000006 1.7000000000000004 4.9000000000000012 1.1000000000000003 2.9000000000000004 1.0250000000000006 -1.1666666666666663 1.1000000000000003 2.5000000000000004 0.90000000000000013 3.5000000000000004 -1.0000000180025095e-35 1.3000000000000003 5.3000000000000016 6.5000000000000009 1.3 2.5000000000000004 2.1450000000000009 1.8600000000000005 575.00000000000011 5.1000000000000005 0.80000000000000038 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 16 6 -4 -5 -6 -1 23 26 -10 -11 12 -8 14 -13 -14 17 -2 -19 -18 21 -21 -22 -3 25 -25 29 -28 -15 -9 right_child=1 7 3 4 5 -7 11 8 9 10 -12 13 15 28 -16 -17 19 18 -20 20 22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.022916609624434377 0.0099266769737851087 5.569495991933264e-05 -0.012242272979547879 0.0278880939423947 -0.0097874804510666193 0.016028236709792299 -0.0026148650133383596 -0.024458410158662604 0.021240613317218774 -0.015604796825674856 0.0040256350049389438 0.015633889304385581 0.0017835999095429482 0.0030012559455727386 -0.0073011396231855361 0.016340922912061819 0.020302647801595911 0.0074634507169163977 -0.018104219472614657 0.0052342705683805692 -0.015687666820863765 0.018187458382067815 0.0031088194462131958 0.0050357618307152272 0.026015041777059576 -0.016253362457112112 0.013698047823452554 -0.011608747692569019 -0.0010863382679455449 -0.0088052927592831374 leaf_weight=6.6320938616991034 9.5942019671201688 5722.597859095782 6.8827668130397788 10.787082001566885 9.4833296015858668 12.551974400877951 35.22721403837204 8.4891966879367811 12.166781857609747 12.946289926767347 20.174890711903572 5.5723095536231986 21.156055510044098 129.57880467176437 96.958933271467686 28.791161701083183 10.566745936870573 7.6714822947978982 15.341282039880753 126.1907247453928 13.32371135056019 16.001261427998543 12.902044370770453 88.334795042872429 7.3978308439254752 8.6027827411890012 8.027995899319647 5.7296678572893134 963.82664857059717 66.60163801908493 leaf_count=23 33 20962 22 33 32 41 126 28 40 46 71 19 66 438 352 93 35 26 51 425 47 59 46 295 29 31 28 20 3266 234 internal_value=5.13602e-05 0.000174171 -0.000519711 0.00818379 0.0124671 0.00491793 -0.000788067 3.40846e-05 -0.00457 0.00303883 -0.00364744 -0.000673511 0.00488519 -0.0010694 -0.00605468 0.0101749 0.00412075 -0.00384113 -0.00958104 0.00557123 0.00464696 0.00669193 -0.00644053 0.000140071 0.00476793 0.00314645 -0.00844838 0.0031585 -0.00060192 -0.0105749 internal_weight=7500.11 6172.66 1327.45 39.7052 32.8224 22.0353 1287.74 5961.07 134.136 45.288 33.1212 1281.11 85.1744 1195.94 102.531 49.9472 211.591 32.607 23.0128 178.984 168.418 142.192 26.2258 5826.93 104.335 96.9376 88.8485 13.7577 1093.41 75.0908 internal_count=27017 22506 4511 128 106 73 4383 21784 467 157 117 4360 285 4075 371 159 722 110 77 612 577 484 93 21317 355 326 310 48 3704 262 is_linear=0 shrinkage=0.03 Tree=527 num_leaves=29 num_cat=0 split_feature=11 9 9 12 5 9 0 5 0 2 3 8 13 0 11 10 9 13 11 9 5 0 10 13 9 4 12 5 split_gain=0.987758 2.15298 2.25378 2.6995 2.10127 2.27897 3.24384 1.82935 3.41542 1.62491 1.23984 2.44392 2.61946 3.04102 2.87359 2.20072 2.48819 1.72952 1.51378 2.13628 1.7955 1.57732 2.29203 2.19679 0.707247 1.3399 2.07112 0.695646 threshold=2.1666666666666674 5.1000000000000005 6.9000000000000012 5.1000000000000005 1.5750000000000008 6.5000000000000009 525.00000000000011 1.4750000000000008 475.00000000000006 1.5000000000000002 2.7000000000000006 6.7000000000000002 2.3000000000000007 350.00000000000006 -1.0000000180025095e-35 1.8333333333333339 9.3000000000000025 4.1000000000000005 -2.8333333333333326 5.9000000000000012 2.8950000000000009 875.00000000000011 -1.4999999999999996 0.90000000000000013 3.9000000000000004 1.2050000000000007 4.1000000000000005 2.2750000000000008 decision_type=2 2 2 2 2 2 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 7 4 9 -3 6 -6 8 -2 -4 18 15 14 -14 -13 16 17 -12 19 -1 21 23 -23 -20 -9 -26 -27 -16 right_child=1 2 3 -5 5 -7 -8 24 -10 -11 11 12 13 -15 27 -17 -18 -19 20 -21 -22 22 -24 -25 25 26 -28 -29 leaf_value=0.019396457905627464 0.01992051335287685 -0.011501881894311027 -0.020657799632036705 0.0089007249502096094 0.0091908132147494864 0.019639620313296864 -0.011633760835926526 -0.0036805511832283758 -0.012543673177508926 -0.0023073495106270595 0.0022300698991229374 0.0017784434478284857 -0.012243342055009179 0.01282100061501798 -0.013252385530172796 0.017028970549702274 -0.015117713246740319 0.015660197019252271 0.006848168353577975 -0.00090100388968144358 0.015824279095724671 0.0069475353541095727 -0.0049855519538681827 -8.4532627803920026e-05 -0.0024053880657394469 -0.024969792972896736 -0.0051683087535661651 -0.02670485638591414 leaf_weight=8.643365792930128 5.4946164488792402 6.5332829952239981 10.409443035721784 7.0687783062458029 22.524111598730087 9.5781189799308759 9.6019415482878667 9.0846147090196592 6.2162638604640961 7.4518147110939017 288.10050167143345 8.3962231576442736 7.0680464208126095 11.356606140732763 6.4681277871131879 9.2916539013385755 7.2818982601165763 8.8964081853628141 41.37159226834774 10.143591418862341 6.3756035268306723 16.676977593451738 110.28106831386685 7236.8642735369503 7.3800236582756069 12.359445098787548 7.7254325821995726 7.437929555773735 leaf_count=27 19 21 30 22 67 29 32 30 25 22 850 27 24 34 22 28 22 26 138 31 20 112 780 24467 22 42 25 23 internal_value=-2.68994e-05 -0.00271179 0.000532489 -0.00679152 0.00431768 0.00679593 0.0029667 -0.00763043 0.00268817 -0.0130019 1.49805e-05 0.00174881 -0.00516484 0.00320584 -0.0120801 0.00264676 0.00220757 0.00263236 -6.76925e-05 0.0084373 -8.9251e-05 -0.000102952 -0.00341804 -4.51252e-05 -0.0109366 -0.0133367 -0.0173534 -0.0204477 internal_weight=7906.08 121.428 73.1675 24.93 48.2375 41.7042 32.1261 48.2604 11.7109 17.8613 7784.65 354.297 40.7269 18.4247 22.3023 313.57 304.279 296.997 7430.36 18.787 7411.57 7405.19 126.958 7278.24 36.5495 27.4649 20.0849 13.9061 internal_count=27017 386 223 74 149 128 99 163 44 52 26631 1056 130 58 72 926 898 876 25575 58 25517 25497 892 24605 119 89 67 45 is_linear=0 shrinkage=0.03 Tree=528 num_leaves=25 num_cat=0 split_feature=8 2 4 4 0 10 2 5 0 2 9 12 8 4 5 5 4 5 12 2 5 4 11 5 split_gain=0.964279 3.8776 1.37627 5.6614 2.07863 3.6432 4.6829 3.2008 2.47111 2.33714 1.8249 1.76501 3.78337 1.76174 1.62516 4.34192 1.62351 1.25692 1.2286 3.24474 2.74202 2.21439 1.52798 0.629887 threshold=10.100000000000001 1.7000000000000004 2.3450000000000011 2.3750000000000009 525.00000000000011 0.50000000000000022 2.9000000000000004 2.0250000000000008 350.00000000000006 2.7000000000000006 5.9000000000000012 4.9000000000000012 8.3000000000000025 2.4150000000000009 1.9400000000000006 1.8550000000000004 1.9100000000000006 1.4150000000000007 4.700000000000002 1.5000000000000002 2.8950000000000009 2.1850000000000009 -2.8333333333333326 3.0450000000000004 decision_type=2 2 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 11 10 5 6 -5 13 -7 -9 17 18 14 -6 15 -13 -16 -4 20 -20 22 -21 -1 -22 right_child=1 -3 3 4 7 8 -8 9 -10 -11 -12 12 -14 -15 16 -17 -18 -19 19 21 23 -23 -24 -25 leaf_value=-0.0092566617495462404 0.010185273835402296 -0.020878581924585922 0.012005401154034289 -0.012809620106266054 0.013623920104317117 0.011955567830198383 0.0075369033261378834 0.026552636604277795 -0.0038699860876091141 0.0037358072854134583 0.0024200274049121285 -0.0052403121881209828 0.019562487979579792 -0.00046317373328170168 -0.011405535239784392 0.016577080087400164 -0.0023849373992155705 0.027558572876366011 0.022011274468182632 -0.00044929584942419645 -0.023975511582887011 0.016930322916651908 -1.0290932324839018e-05 -0.0072960987795978047 leaf_weight=16.114891424775124 6.2916793674230567 8.5058311522006971 8.6531673520803505 40.197682440280914 9.0214169323444349 19.358759924769402 13.633618265390394 8.5600156933069247 16.405383348464966 7.6521647274494162 6.9464809000492087 37.174200549721718 6.0581112951040259 69.879744790494442 41.862070452421904 10.53640368580818 31.445166401565075 10.175595037639139 7.9312346503138533 54.894220411777496 4.9778857901692373 7.4994710534811011 8640.3438788503408 3.4499789178371429 leaf_count=59 19 29 37 125 37 64 52 25 57 25 22 115 18 289 208 32 101 35 36 178 27 23 25386 18 internal_value=-1.87049e-05 -0.0076707 -6.22469e-06 0.00239131 0.000553375 -0.00272565 -0.00765655 0.00364217 0.00469622 0.0157831 0.0155622 -6.31675e-05 -0.00357333 0.00114752 -0.0047315 -0.000422162 -0.00753615 0.0204108 -1.21033e-05 0.00393717 -4.41559e-05 0.00163966 -2.7504e-05 -0.0171477 internal_weight=9087.57 14.7975 9072.77 210.484 184.709 89.5954 53.8313 95.1133 35.7641 16.2122 25.7752 8862.29 127.076 78.9012 121.018 47.7106 73.3072 18.8288 8735.21 70.3249 8664.89 62.3937 8656.46 8.42786 internal_count=27017 48 26969 768 674 298 177 376 121 50 94 26201 474 326 456 147 309 72 25727 237 25490 201 25445 45 is_linear=0 shrinkage=0.03 Tree=529 num_leaves=13 num_cat=0 split_feature=2 4 9 8 2 2 9 4 4 0 13 13 split_gain=0.577966 1.2644 1.93405 0.968798 0.845126 0.923884 6.74512 4.98156 1.05381 1.04779 0.786309 0.56958 threshold=3.9000000000000004 2.8450000000000011 5.5000000000000009 5.7000000000000002 3.7000000000000006 2.9000000000000004 7.5000000000000009 2.5350000000000006 2.765000000000001 575.00000000000011 1.9000000000000001 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -2 5 8 7 -7 9 -1 -6 -5 right_child=3 2 -4 11 10 6 -8 -9 -10 -11 -12 -13 leaf_value=0.00015730701987750213 0.0069326869425658964 0.017475944232622404 -0.0025570518895785019 -0.02246576708873774 0.00016017329945358519 0.0071228191452069366 -0.024685569524354606 -0.013510680630689966 0.013087381936512823 -0.00081002394260081358 -0.022603467882674859 -0.004420650850381483 leaf_weight=6145.6705424413085 2.8896424546837789 9.2979335039854067 8.129581615328787 3.3692124038934708 2.6119126603007308 91.733758822083473 7.5120398998260489 11.896502815186976 5.5403600186109534 1205.4486549273133 2.8623009622097015 2.9549822136759758 leaf_count=21511 21 39 32 28 19 424 35 73 30 4763 22 20 internal_value=5.05017e-05 5.97381e-05 0.00813096 -0.00745855 4.09162e-05 4.95538e-05 0.00276433 0.00475414 8.5397e-06 -1.31751e-06 -0.0117422 -0.0140342 internal_weight=7499.92 7490.7 17.4275 9.21384 7473.28 7467.8 111.142 103.63 7356.66 7351.12 5.47421 6.32419 internal_count=27017 26948 71 69 26877 26836 532 497 26304 26274 41 48 is_linear=0 shrinkage=0.03 Tree=530 num_leaves=31 num_cat=0 split_feature=6 11 8 13 9 4 4 3 3 12 5 4 5 5 3 8 9 7 9 4 5 9 7 7 5 9 11 5 10 5 split_gain=0.98846 4.21557 4.08857 5.49482 4.25648 2.62014 2.79552 3.76494 4.31336 3.13965 2.58202 2.53581 6.94648 3.37269 2.50798 2.88718 3.68779 2.68208 2.23497 2.13733 1.63862 2.04228 5.46009 2.59782 2.27805 4.91372 2.18107 1.6433 3.6297 3.05836 threshold=0.70000000000000007 -0.83333333333333315 5.1000000000000005 1.9000000000000001 4.1000000000000005 0.83000000000000029 1.3050000000000008 1.3 0.70000000000000007 2.5000000000000004 1.8600000000000005 1.195000000000001 1.5850000000000006 1.1950000000000005 2.5000000000000004 5.7000000000000002 6.1000000000000005 1.5000000000000002 4.3000000000000016 1.4050000000000007 2.5050000000000012 5.7000000000000002 0.90000000000000013 0.3000000000000001 2.5850000000000013 7.7000000000000002 0.50000000000000022 2.475000000000001 1.0000000180025095e-35 2.4650000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 10 -5 -3 11 8 -8 -9 18 13 -13 -7 15 17 -17 -4 -1 -6 27 22 -22 -23 25 -25 -26 29 -29 -2 right_child=20 5 14 4 19 6 7 9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 21 23 -24 24 26 -27 -28 28 -30 -31 leaf_value=0.0080475099591220765 2.628689848320583e-05 -0.015315282408326568 -0.01750596482741951 0.019955599020290069 -0.018302624516866858 -0.011137677323181779 0.0014719372891782568 0.010200742956620762 -0.0086947789924601299 -0.0016484001460925696 0.0026325087638477455 0.013597129688755717 -0.0051351568675368072 0.0012237392083082087 -0.02082729997264806 0.010312852364573211 -0.011210631770995507 0.0059327089364649751 0.023758387800642919 0.0018444647432752296 -0.0040101492836106699 0.01826741452314317 0.026043486264417024 -5.4349975758797008e-05 -0.0055909942654638117 0.025857042066316657 0.0045122455033015591 0.0041167973825281014 -0.021244576786389465 0.021695799774164908 leaf_weight=12.323016859591005 6940.4400615133345 13.095583289861677 12.673120401799681 5.6701895892620113 10.979372426867487 25.322416514158249 50.226434711366892 22.047420829534531 148.89855264872313 230.88902873545885 12.499607518315313 42.148286655545235 30.862737223505974 92.167423978447914 5.7051327377557746 28.249916089698672 9.5988101959228498 6.725749045610427 24.059742778539658 8.3379123732447606 10.408627584576609 8.0108527988195402 11.398787871003149 22.918741881847382 54.073211818933487 9.2432146519422513 29.84419347345829 10.209115743637087 10.106888756155966 5.8667801171541205 leaf_count=45 23146 43 55 21 36 96 285 77 797 950 37 155 94 291 19 146 44 29 81 35 33 28 35 69 167 29 94 31 31 18 internal_value=-2.64107e-05 -0.00103141 0.00375836 0.00854578 -0.00289826 -0.00203094 -0.0017602 -0.00304474 -0.00613037 -0.00061556 0.0143957 0.00128801 0.00567874 -0.0014405 -0.00185929 3.10091e-05 0.00485428 -0.00937958 0.018437 -0.00960654 8.55673e-05 0.00323213 0.011699 0.00174418 0.000603879 0.00739248 -0.0019979 1.96709e-05 -0.00850008 4.45887e-05 internal_weight=7905 792.48 136.823 73.8698 24.9875 655.658 642.562 452.061 199.125 252.936 48.8824 190.501 73.011 117.49 62.9527 57.2476 37.8487 19.3989 36.3828 19.3173 7112.52 145.898 21.8074 124.09 116.079 32.162 83.9174 6966.62 20.316 6946.31 internal_count=27017 3336 548 255 92 2788 2745 2109 1082 1027 163 636 249 387 293 274 190 84 126 71 23681 455 68 387 359 98 261 23226 62 23164 is_linear=0 shrinkage=0.03 Tree=531 num_leaves=31 num_cat=0 split_feature=13 3 4 13 11 7 5 5 10 5 0 4 12 4 4 11 5 5 8 5 6 5 4 4 4 10 4 12 0 9 split_gain=0.957617 4.1587 2.65661 3.74033 3.69378 5.93743 3.08734 7.89377 3.80331 3.06612 4.02862 2.70714 2.64087 2.75573 5.25763 3.18554 2.77831 3.99303 2.65065 2.63083 2.4572 2.62088 3.01304 3.10491 2.85981 2.34447 2.37463 2.29554 2.07183 1.88232 threshold=1.7000000000000004 0.90000000000000013 1.5850000000000006 1.3000000000000003 1.5000000000000004 0.70000000000000007 2.1050000000000009 1.8600000000000005 -1.0000000180025095e-35 2.225000000000001 875.00000000000011 1.7150000000000005 1.5000000000000002 1.2950000000000006 1.2250000000000005 -0.66666666666666619 1.1850000000000007 1.2250000000000008 6.9000000000000012 1.3850000000000005 0.3000000000000001 1.6900000000000006 1.2450000000000008 1.7750000000000004 2.2050000000000005 0.83333333333333337 1.195000000000001 2.1000000000000005 475.00000000000006 7.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 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 25 27 -6 7 11 -9 29 -11 -4 19 14 15 -14 18 -18 -15 -1 21 22 -2 -24 -25 26 -3 -5 -27 -8 right_child=20 2 6 4 5 -7 9 8 -10 10 -12 -13 13 16 -16 -17 17 -19 -20 -21 -22 -23 23 24 -26 28 -28 -29 -30 -31 leaf_value=-0.0095893406012001695 -0.015423648464042782 -0.0036071605253136822 0.0060195784181860581 -0.00027809516005289689 0.021100801803670258 -0.0080457428523859689 0.023185880406342299 -0.021053774719008881 -0.0047247045465853375 0.0054311936443910344 -0.020283032588979327 -0.0009296829793128045 -0.0089524054361526627 -0.0055045354553622675 0.032963762260019652 0.01384071128063589 0.028585689580642684 0.0043523624043083475 0.012113128541699825 0.0099291463609988417 5.0694748138616968e-05 0.021520520140426491 0.017474255246019893 -0.011600481011447993 0.017145360240927297 0.00096753770297090163 0.0055519001779016346 -0.0074314112883713031 -0.020755400841297827 0.0030253534065088736 leaf_weight=24.073861554265022 6.2597418129444113 38.850164711475372 69.544626772403717 48.828924968838692 11.973920270800592 13.251734703779219 12.221803322434427 22.728896096348763 29.498723030090332 39.368945509195328 6.3707627952098838 183.76707735657692 8.7523300647735578 43.152166962623596 8.4655445516109449 14.935525596141817 6.8501456677913657 57.377000562846661 9.3515945822000486 8.3778879642486555 8055.7121525034308 9.0838806778192502 14.234524518251421 9.6608899086713773 4.5968974307179442 7.8713252246379835 74.006665505468845 233.19932197034359 7.9348524957895279 6.3251091390848151 leaf_count=67 17 129 198 145 43 40 36 68 89 133 18 557 24 129 23 41 22 172 35 24 23824 28 42 34 25 25 235 748 26 20 internal_value=-1.82728e-05 -0.000900479 -0.00182426 -0.00341092 -0.00520918 0.00578932 4.59496e-05 -0.00121136 -0.0118309 0.00602164 0.00184964 0.000978179 0.00320421 0.00489445 0.0126711 0.00541897 0.00275237 0.00693697 -0.0023666 -0.00455036 8.92403e-05 0.00717275 0.00342236 0.00756282 -0.00233245 0.000883421 0.00239896 -0.00619292 -0.00993759 0.0163105 internal_weight=9086.63 987.079 805.743 435.917 307.254 25.2257 369.826 305.539 52.2276 64.2866 45.7397 253.312 181.336 148.884 32.1534 23.6879 116.731 64.2271 52.5038 32.4517 8099.55 43.8359 34.7521 28.4923 14.2578 128.663 112.857 282.028 15.8062 18.5469 internal_count=27017 3047 2510 1391 976 83 1119 912 157 207 151 755 537 446 88 65 358 194 164 91 23970 146 118 101 59 415 364 893 51 56 is_linear=0 shrinkage=0.03 Tree=532 num_leaves=31 num_cat=0 split_feature=2 5 5 0 13 6 10 3 13 2 11 7 8 0 6 7 5 7 5 4 0 4 13 5 4 2 11 0 13 0 split_gain=0.577663 3.08425 3.72118 1.99142 1.98927 2.03627 1.76912 1.68494 1.34447 1.06276 4.04398 5.12198 5.45104 5.01555 4.04582 6.85951 4.16838 4.05026 3.489 2.83421 3.09407 2.48243 0.834814 2.99104 2.94435 3.20547 3.11754 1.21704 6.47389 5.05462 threshold=0.3000000000000001 1.0750000000000008 1.9750000000000003 475.00000000000006 4.1000000000000005 2.5000000000000004 -1.0000000180025095e-35 0.90000000000000013 2.9000000000000008 0.50000000000000011 -1.0000000180025095e-35 1.9000000000000001 3.9000000000000004 350.00000000000006 1.1000000000000003 0.50000000000000011 1.0550000000000006 1.3 0.98000000000000043 1.2350000000000005 475.00000000000006 1.3050000000000008 3.9000000000000008 0.67500000000000016 1.2950000000000006 1.5000000000000002 0.33333333333333326 475.00000000000006 2.9000000000000008 575.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 -4 5 7 -6 -3 -1 10 11 12 13 -2 16 -16 -12 -18 -17 20 -13 -14 27 -24 26 -26 -25 -11 -29 -30 right_child=9 2 3 -5 6 -7 -8 -9 -10 22 14 19 21 -15 15 18 17 -19 -20 -21 -22 -23 23 24 25 -27 -28 28 29 -31 leaf_value=0.0012174030037124404 0.028055559407247851 -0.0025650539684363232 -0.026074455597273193 -0.0020275926146452535 0.027767442957983043 -0.012809810240911062 0.0052560612929962404 0.0072400463248141339 -0.016216253227541881 -0.00022823885697622148 -0.022034957015698509 -0.0055019973902301284 -0.0079864944246757479 0.0025242405405025681 0.01690218780316995 0.0065748013585839402 -0.00165027273248916 0.015129879021498871 -0.010178848938411632 0.029504654105219043 0.020045939686737371 0.0035707401307277821 0.018046987078248224 -0.001181957364049545 -0.0052624664207399328 0.00040359896536933386 0.0053491653474526018 -0.00037953285273714313 0.0037079166577481384 -0.00065617592084006159 leaf_weight=6.2302530258893993 9.6164830252528173 20.242501109838486 5.1520787328481656 7.779777392745018 6.3541043400764465 6.1111105084419242 6.2151506543159467 71.442613303661346 11.028816878795622 3080.4889376610518 5.7362620234489432 8.2080777883529716 57.044873028993607 24.741520166397095 10.124436885118483 12.283672735095022 33.421994745731354 21.131013676524162 125.33931936323643 7.901061236858367 8.8842340856790525 23.666114971041679 7.400434508919715 184.22017791122198 215.66590671241283 154.04759914427996 102.30752736330032 2119.7862576656044 808.22346574068069 339.06673534959555 leaf_count=21 32 68 20 34 20 21 20 242 39 10844 20 28 204 84 35 42 114 73 439 27 31 85 28 627 761 589 342 7985 2816 1326 internal_value=4.97689e-05 0.0019549 0.00361756 -0.0116079 0.00540157 0.00395764 0.0166362 0.00507525 -0.00992298 1.33825e-05 -0.00160457 0.00233622 -0.000337481 0.00967022 -0.00425774 -0.00693022 0.00229155 0.00484949 -0.00868349 0.0146459 0.0077773 -0.00459768 9.37122e-05 -0.000918698 -0.00113257 -0.0029016 0.00115004 0.00019956 0.000602927 0.00241817 internal_weight=7499.86 140.556 123.297 12.9319 110.365 97.7962 12.5693 91.6851 17.2591 7359.31 348.099 140.062 115.069 34.358 208.037 147.747 60.2893 54.553 137.623 24.9934 17.0923 80.711 7011.21 663.642 656.241 369.714 286.528 6347.57 3267.08 1147.29 internal_count=27017 485 425 54 371 331 40 310 60 26532 1214 491 405 116 723 516 207 187 481 86 59 289 25318 2347 2319 1350 969 22971 12127 4142 is_linear=0 shrinkage=0.03 Tree=533 num_leaves=27 num_cat=0 split_feature=5 13 13 0 4 13 7 6 12 4 4 11 5 12 11 5 3 4 2 12 3 8 11 6 0 4 split_gain=0.974878 2.52014 2.79023 3.13648 3.10678 4.34603 4.31685 2.5613 3.30844 2.3046 3.67717 1.81196 4.69762 2.64186 1.80158 1.76309 1.43966 1.42922 1.37162 2.73522 2.56449 2.34126 3.93727 3.68242 0.965484 0.00248898 threshold=0.99000000000000021 4.7000000000000011 2.5000000000000004 525.00000000000011 1.8300000000000005 2.3000000000000007 0.90000000000000013 1.3 1.1000000000000003 1.8750000000000002 1.4750000000000008 -0.83333333333333315 0.92500000000000027 1.1000000000000003 -0.66666666666666619 0.81000000000000016 1.0000000180025095e-35 0.53500000000000014 0.90000000000000013 4.3000000000000016 3.3000000000000003 3.1000000000000005 -1.0000000180025095e-35 2.9000000000000004 475.00000000000006 1.9650000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 11 7 6 -6 8 -1 10 -5 12 -4 -13 -9 -3 -2 -18 19 20 -19 22 -20 -23 -17 -11 right_child=16 15 3 9 5 -7 -8 14 -10 25 -12 13 -14 -15 -16 24 17 18 21 -21 -22 23 -24 -25 -26 -27 leaf_value=0.016690199522984814 -0.013099381102693141 0.001590212078210729 0.017923801164807161 -0.0059747516644602051 0.014967708084534223 0.034219763361782785 -0.017862748635369321 -0.0031179849020708619 -0.0049380563309089883 -0.023220338762228201 0.0084248246724604996 0.013031490762134581 -0.0029371395448338673 0.00035240239319232297 -0.01901013393158929 -0.0096443518249660284 -0.011538705090327625 0.00072574466823217929 0.0052769600996672456 -0.01423012686260111 0.014127538102058558 -0.00044845708188036315 -0.00054457025694258881 0.0074583730881087043 -0.025118819479371411 -0.021951299882319041 leaf_weight=6.7825677394866934 7.473157472908496 6.433323577046397 21.412407159805298 70.225059479475021 7.6759523749351519 4.1983083281666032 6.7959290370345116 9.6767339557409304 103.47949434071779 2.5848356485366812 20.655488394200802 16.113604113459587 17.784275308251381 180.09586869925261 19.0753288641572 7.3574660867452604 9.5250171422958356 2112.90230473876 183.42490556836128 10.942587718367575 12.929070293903349 4759.516038313508 243.18448941409588 53.608656197786331 7.1601800993084908 3.0115252025425434 leaf_count=24 39 25 80 268 47 32 61 33 448 18 97 56 70 719 69 29 27 6346 558 34 40 16929 746 161 32 29 internal_value=-2.62173e-05 -0.00129414 -0.0008581 0.000703022 -0.00414384 0.00734661 -0.000449324 -0.00568706 -0.00360763 -0.00385259 -0.00270199 0.00257006 0.0084588 0.00139367 -0.0136615 -0.0114831 6.1332e-05 7.4648e-05 8.96439e-05 0.000730245 0.000807253 -0.000171595 0.00195845 -0.000360391 -0.0172764 -0.0225374 internal_weight=7904.02 510.518 489.567 331.883 157.684 18.6702 14.4719 139.014 110.262 96.4769 90.8805 235.406 39.1967 196.209 28.7521 20.951 7393.51 7386.03 7376.51 2136.77 2125.83 5239.73 426.609 4813.12 14.5176 5.59636 internal_count=27017 2137 2051 1337 714 140 108 574 472 412 365 925 150 775 102 86 24880 24841 24814 6420 6386 18394 1304 17090 61 47 is_linear=0 shrinkage=0.03 Tree=534 num_leaves=18 num_cat=0 split_feature=13 6 2 12 4 3 4 4 5 5 5 10 10 12 13 10 11 split_gain=0.944034 0.961996 2.07858 2.04704 2.25391 3.00623 2.19632 4.89406 2.69966 2.08758 1.90374 1.83425 2.22188 3.6668 2.0845 1.33069 1.26431 threshold=6.1000000000000005 1.7000000000000004 1.0000000180025095e-35 1.1000000000000003 0.73500000000000032 0.90000000000000013 1.1650000000000007 1.3750000000000007 1.3750000000000007 0.74500000000000033 0.62500000000000033 -3.1666666666666661 -1.4999999999999996 3.3000000000000007 4.3000000000000016 -0.49999999999999994 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 -3 6 5 -5 8 -8 -4 -6 15 -12 13 -13 -14 -1 -17 right_child=-2 2 3 4 9 -7 7 -9 -10 -11 11 12 14 -15 -16 16 -18 leaf_value=0.020634958843574813 0.009830762536078199 0.012899123198813069 -0.015596792802005611 -0.02697191478920322 0.0086781348163383048 -0.0040030463390058786 0.013295481324719232 -0.017422240314182318 0.0043555061080095452 -0.00043304663899234198 -0.013936971265009441 0.0044776336288741636 -3.9736375920121963e-05 -0.0016823348836792239 0.0060626379208835917 -0.0053723474619150431 0.010811038090279361 leaf_weight=6.1217049658298519 8.7509560286998731 10.322457835078238 26.289216309785843 6.1302030980586997 22.854699432849884 31.383137091994286 12.24948236346245 7.5422217845916739 7.9486982822418204 2330.2520702406764 8.332367002964018 252.74187208712101 6153.1629223003983 132.59903782606125 50.794630393385887 7.1441854238510176 11.08728043735027 leaf_count=20 25 33 76 18 64 102 34 21 25 7055 25 728 18179 408 147 23 34 internal_value=-1.79159e-05 -2.74109e-05 -0.000534645 -0.000591369 -0.000460861 -0.00775648 -0.00636589 0.00158957 -0.0109647 -0.000344554 0.000160636 0.000129732 0.00014752 0.00235794 1.02265e-05 0.00853298 0.00446941 internal_weight=9085.71 9076.96 2454.97 2444.65 2390.62 37.5133 54.0296 19.7917 34.2379 2353.11 6621.98 6597.63 6589.3 385.341 6203.96 24.3532 18.2315 internal_count=27017 26992 7428 7395 7239 120 156 55 101 7119 19564 19487 19462 1136 18326 77 57 is_linear=0 shrinkage=0.03 Tree=535 num_leaves=21 num_cat=0 split_feature=5 5 12 8 12 3 3 8 9 10 11 0 11 3 6 9 13 5 3 11 split_gain=0.569663 3.98722 3.88612 2.08589 2.38 2.39531 2.28661 1.6179 1.58831 3.05338 1.02583 0.996934 0.878904 2.53983 3.52415 0.672303 2.85447 1.42699 0.463565 0.00165002 threshold=2.6050000000000009 2.5350000000000006 3.3000000000000007 7.3000000000000016 3.5000000000000004 3.9000000000000004 1.9000000000000001 5.1000000000000005 5.7000000000000002 0.83333333333333337 3.1666666666666674 350.00000000000006 2.5000000000000004 1.9000000000000001 1.3 3.7000000000000006 1.1000000000000003 0.97000000000000031 2.3000000000000003 -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 left_child=1 10 -3 4 6 8 -2 -7 -6 -10 12 -4 15 -14 -15 16 -1 -17 -8 -13 right_child=3 2 11 -5 5 7 18 -9 9 -11 -12 19 13 14 -16 17 -18 -19 -20 -21 leaf_value=0.012544112035988047 0.0082893472258809033 0.01056108477018023 -0.0086839656739466312 -0.014554214871845082 -0.004209226333950605 -0.022916500015211335 -0.023826268664230498 0.0043598876337364078 0.0072748454758975655 0.027219580795943048 -0.010612413245121044 -0.023439690681331032 0.017550451478780284 0.010823544332327203 -0.0099051551588820314 0.0021155487060008781 0.00049620607070874887 -0.00018314557197781422 -0.0097519765806812694 -0.02414938765383581 leaf_weight=17.940272197127342 5.2887870073318473 5.1429408937692669 5.7195382863283184 5.8752477914094916 6.8426937311887732 3.7413711175322524 4.2657350450754148 4.1038952991366386 33.659383691847324 8.6922011375427228 8.0952135398983938 4.972943358123306 10.058647632598875 14.266601361334326 15.29578675329685 253.74969377368689 1315.1982706189156 5765.439507432282 4.1603979766368866 7.2422214150428719 leaf_count=59 23 24 27 28 29 24 22 20 138 31 36 28 31 47 54 943 4650 20746 21 36 internal_value=4.88305e-05 2.22654e-05 -0.0124282 0.0026222 0.00404848 0.00674647 -0.00717234 -0.00864809 0.00920153 0.0113683 6.10931e-05 -0.0190205 7.2782e-05 0.00452895 9.837e-05 4.87681e-05 0.000658337 -8.624e-05 -0.0168771 -0.0238605 internal_weight=7499.75 7423.12 23.0776 76.6297 70.7545 57.0395 13.7149 7.84527 49.1943 42.3516 7400.04 17.9347 7391.95 39.621 29.5624 7352.33 1333.14 6019.19 8.42613 12.2152 internal_count=27017 26681 115 336 308 242 66 44 198 169 26566 91 26530 132 101 26398 4709 21689 43 64 is_linear=0 shrinkage=0.03 Tree=536 num_leaves=19 num_cat=0 split_feature=4 8 11 4 8 6 4 12 2 5 10 8 8 8 8 9 11 11 split_gain=0.951857 1.34728 1.94536 1.22051 1.4403 2.28847 2.08071 1.32688 1.20825 1.86236 1.10656 1.07432 2.798 0.842089 1.0419 0.330101 0.222832 0.18885 threshold=2.7150000000000003 8.5000000000000018 0.50000000000000022 2.5850000000000013 7.9000000000000012 1.1000000000000003 2.6550000000000007 6.5000000000000009 3.5000000000000004 1.3850000000000005 0.33333333333333326 10.100000000000001 9.3000000000000025 6.7000000000000002 7.3000000000000016 5.3000000000000016 -0.33333333333333331 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 13 7 5 6 -5 8 11 -10 -4 12 -1 -2 -15 -3 -16 -11 right_child=1 15 10 4 -6 -7 -8 -9 9 17 -12 -13 -14 14 16 -17 -18 -19 leaf_value=-9.3232201355817336e-06 -0.022425194776709293 -0.0096110227924928026 -0.0031024550471213594 -0.00073980720439787448 0.019703772664826327 -0.017564289192353279 0.028680933919532785 0.013431624512993576 0.0058927121268328182 -0.013656368627941845 0.018241125764458691 0.010702281754571902 -0.01294035842822373 0.0098379022254034554 -0.0072197660482790933 -0.023994180899275661 -0.021748172950933814 -0.023459131415711675 leaf_weight=7817.5191202741116 3.6537160202860886 2.3846955075860015 4.0660837516188604 5.9293103814125079 6.0217303372919551 3.8219211995601645 3.4063318111002445 6.5886244624853125 4.2761423438787443 3.1722219213843346 4.7284218035638332 8.3968435078859311 15.089035168290136 2.6969035975635052 1.8850346170365839 3.6101701781153679 1.9157479032874078 3.9977469518780708 leaf_count=26486 32 27 24 39 38 24 22 23 38 23 25 36 71 18 20 25 21 25 internal_value=-2.57414e-05 -0.00587722 -0.00195504 -7.21681e-06 0.00755146 0.0019898 0.00999505 -2.56631e-05 -3.69545e-05 -0.00977683 0.00837306 -2.27364e-05 -3.42341e-05 -0.0109026 -0.00442337 -0.0182727 -0.0145427 -0.0191221 internal_weight=7903.16 24.9408 18.9459 7878.22 19.1793 13.1576 9.33564 7859.04 7852.45 11.4461 8.79451 7841 7832.61 10.1514 6.49769 5.99487 3.80078 7.16997 internal_count=27017 192 140 26825 123 85 61 26702 26679 86 49 26593 26557 91 59 52 41 48 is_linear=0 shrinkage=0.03 Tree=537 num_leaves=24 num_cat=0 split_feature=7 5 3 5 0 10 9 6 9 8 3 12 5 3 12 8 3 12 9 12 4 8 9 split_gain=0.940028 2.20789 2.67687 2.39797 3.05261 2.14549 1.99851 1.67991 1.50684 1.44559 1.85786 1.02649 1.69973 1.38739 1.75132 3.3337 2.38246 1.8919 2.87498 1.61445 1.17084 0.932867 0.276197 threshold=0.3000000000000001 2.1050000000000009 0.90000000000000013 2.5850000000000013 475.00000000000006 0.83333333333333337 4.9000000000000012 1.3 5.1000000000000005 3.3000000000000003 2.3000000000000003 6.1000000000000005 1.7650000000000006 3.9000000000000004 5.3000000000000016 7.3000000000000016 3.1000000000000005 4.9000000000000012 6.3000000000000016 4.700000000000002 1.3550000000000006 5.9000000000000012 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 -3 9 -7 -6 -1 -4 -11 13 -13 14 17 16 -16 19 -19 -2 -15 -14 -17 right_child=11 3 5 -5 7 6 -8 -9 -10 10 -12 12 21 20 15 22 -18 18 -20 -21 -22 -23 -24 leaf_value=0.013105194455840911 1.6123918356750754e-05 0.028231035401930536 -0.016197362141807198 -0.013189768416194165 0.010564069797199146 -0.026590242370896782 -0.0065042229012447954 -0.010628813761467055 -0.0031018755654111147 -0.00084632231409924308 -0.016005682802350259 0.012599917220796456 -0.018441675964280289 -0.0015989363154749047 0.0056598694514057276 0.024119679839579293 -0.0092963521354758032 -0.00040875966306010034 -0.01216425696807479 0.0043878451563517046 -0.025021341316405498 -0.0037044369781855956 0.014906189085060291 leaf_weight=10.977899402379991 8700.3701612576842 5.9257804527878823 8.0634811520576459 4.9426657259464255 9.0089631080627424 8.2674763351678866 9.6759281456470472 5.3744629621505728 9.7470693290233594 58.070256665349007 8.3182706087827665 3.2871795445680645 7.8181926086544973 4.0566490441560736 36.123922049999237 5.8405605405569059 13.048077329993246 53.632830455899239 28.766569770872593 76.696412183344364 3.6481102555990219 7.6465782001614571 5.8726585656404495 leaf_count=31 25642 27 31 29 31 27 32 25 29 197 35 11 37 26 120 21 52 183 105 258 23 26 19 internal_value=-1.69728e-05 -0.00247075 -0.0042612 0.0055499 0.0101106 -0.00644687 -0.0157589 0.00264521 0.00548292 -0.00420261 -0.00274574 2.09776e-05 -0.00699067 3.57044e-05 4.66952e-05 0.00511731 0.00169115 1.18482e-05 -0.00451274 5.43252e-05 -0.0126892 -0.0111548 0.0195003 internal_weight=9085.18 138.372 113.12 25.2519 20.3092 92.3954 17.9434 14.3834 20.725 74.452 66.3885 8946.81 18.752 8928.06 8920.35 60.8852 49.172 8859.47 82.3994 8777.07 7.70476 15.4648 11.7132 internal_count=27017 494 382 112 83 322 59 56 60 263 232 26523 74 26449 26400 212 172 26188 288 25900 49 63 40 is_linear=0 shrinkage=0.03 Tree=538 num_leaves=31 num_cat=0 split_feature=4 4 6 9 3 12 6 7 13 2 9 5 11 12 9 0 6 8 10 12 8 3 9 6 5 8 0 8 4 9 split_gain=0.56871 3.62271 3.27107 3.70902 3.9939 3.48348 3.04826 4.25583 5.83455 3.27875 2.99462 3.57647 2.97771 2.9267 2.72386 2.70139 2.60936 2.75458 3.59066 2.55387 4.05752 2.50198 2.49728 2.43344 3.79353 3.82272 2.36505 2.28441 2.02478 2.01605 threshold=1.1050000000000006 1.1350000000000007 2.9000000000000004 3.3000000000000003 0.90000000000000013 0.70000000000000018 2.7000000000000006 1.7000000000000004 4.9000000000000012 1.1000000000000003 2.9000000000000004 1.0250000000000006 -1.1666666666666663 1.1000000000000003 2.5000000000000004 475.00000000000006 0.90000000000000013 3.5000000000000004 -1.0000000180025095e-35 1.3000000000000003 5.3000000000000016 1.3 6.5000000000000009 2.5000000000000004 2.1450000000000009 3.3000000000000003 575.00000000000011 5.1000000000000005 0.80000000000000038 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 16 5 -4 -5 -1 23 26 -9 -10 11 -7 13 -12 -13 -6 17 -2 -19 -18 22 -22 -21 -3 25 -25 29 -28 -14 -8 right_child=1 6 3 4 15 10 7 8 9 -11 12 14 28 -15 -16 -17 19 18 -20 20 21 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.022624628756887338 0.0096646943476694884 5.1718888192505941e-05 -0.012115158032403624 0.031888036950096392 -0.0039478116278290837 -0.0025710735463225633 -0.024230650154252298 0.020702356186542779 -0.015386458284795656 0.0040083837109503783 0.015091121086510504 0.0017266469474389644 0.0029217712368879898 -0.0071758487193511137 0.015880005704611205 0.015545749720139409 0.019678232749188177 0.0072434432677675248 -0.017893857558786957 0.0051136726179058381 -0.015497643544670854 0.0030675406041232624 0.017641387837773751 -0.013817433708993384 0.025249178017625034 0.0051811287696061558 0.013417574396336614 -0.011403176729307674 -0.0010698872035684477 -0.008629406669975255 leaf_weight=6.5352738350629798 9.6403230428695661 5722.4261412955821 6.8616229444742194 7.1965185999870291 11.812667675316336 35.177768588066101 8.3999807089567167 12.262775167822836 12.833960235118864 20.17926025390625 5.6217394471168509 21.177847862243652 129.77770133316517 96.57308516651392 28.990624159574509 13.958108603954313 10.664780914783476 7.701860487461091 15.221955120563507 126.47928576171398 13.223957836627962 12.912655174732206 16.149288192391396 10.714808464050291 7.4849734231829634 86.329248294234276 8.0678168237209302 5.6915184110403052 963.36173178255558 66.23758502304554 leaf_count=23 33 20962 22 22 39 126 28 40 46 71 19 66 438 352 93 45 35 26 51 425 47 46 59 36 29 290 28 20 3266 234 internal_value=4.77552e-05 0.000168886 -0.000515672 0.00795172 0.0121283 -0.000777669 3.1823e-05 -0.00444738 0.00303219 -0.0035314 -0.000666185 0.00476287 -0.00105382 -0.00595094 0.00990538 0.0066104 0.00402267 -0.00379008 -0.00944832 0.00544058 0.00454086 -0.00632561 0.00653214 0.000134578 0.00467068 0.00308346 -0.00827833 0.00315053 -0.000595997 -0.0103852 internal_weight=7499.67 6172.62 1327.04 39.8289 32.9673 1287.22 5960.63 133.673 45.276 33.0132 1280.68 85.3462 1195.33 102.195 50.1685 25.7708 211.994 32.5641 22.9238 179.43 168.765 26.1366 142.629 5826.96 104.529 97.0441 88.3969 13.7593 1093.14 74.6376 internal_count=27017 22506 4511 128 106 4383 21784 467 157 117 4360 285 4075 371 159 84 722 110 77 612 577 93 484 21317 355 326 310 48 3704 262 is_linear=0 shrinkage=0.03 Tree=539 num_leaves=31 num_cat=0 split_feature=11 9 9 12 7 5 5 5 0 2 3 8 13 9 8 10 9 5 11 9 5 0 12 13 9 8 6 9 8 10 split_gain=0.944657 2.06577 2.17014 2.57282 2.08275 2.24579 2.38429 1.77575 3.26427 1.56721 1.1689 2.31454 2.49327 3.59088 3.56646 2.15328 2.45884 2.38298 1.40686 2.03224 1.68738 1.47992 2.26929 2.12682 1.40274 1.38112 3.34662 0.677247 1.32609 1.52538 threshold=2.1666666666666674 5.1000000000000005 6.9000000000000012 5.1000000000000005 0.50000000000000011 1.5750000000000008 1.9650000000000005 1.4750000000000008 475.00000000000006 1.5000000000000002 2.7000000000000006 6.7000000000000002 2.5000000000000004 6.1000000000000005 7.7000000000000002 1.1666666666666672 9.1000000000000014 2.6750000000000012 -2.8333333333333326 5.9000000000000012 2.8950000000000009 875.00000000000011 2.3000000000000007 0.90000000000000013 6.3000000000000016 5.1000000000000005 1.5000000000000002 3.9000000000000004 5.7000000000000002 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 7 4 9 -3 -6 -7 8 -2 -4 18 15 14 -14 24 16 17 -12 19 -1 21 23 -23 -20 -13 26 -17 -9 29 -29 right_child=1 2 3 -5 5 6 -8 27 -10 -11 11 12 13 -15 -16 25 -18 -19 20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.018790358759714416 0.019417520942188151 0.01907828191240769 -0.02025736072538686 0.0086757536317484032 -0.015073090836652528 0.014257438921019135 -0.0018026571112309663 -0.0036492361860172833 -0.012325641837936439 -0.0022262148092850541 0.0012291258249106359 -0.010605567675780796 -0.011542304098316592 0.017772763958282863 0.0039076757081296723 -0.0041729028092554066 -0.013425711524701808 0.010428744343660895 0.0067366899160844701 -0.0009935238986103895 0.01539390470663503 0.006758271657828969 -0.0049216654838766128 -8.2071161141794563e-05 -0.028363950864083356 0.018683269307240444 0.017527437548408038 -0.016483426976546284 -0.024290186112304362 0.00010773755439549142 leaf_weight=8.6722729653120059 5.5317102149128896 7.2368013262748709 10.393205240368848 7.049973562359809 6.1618175208568564 13.805111423134802 20.937918871641159 9.0751502215862256 6.1650017723441124 7.4467315375804892 239.31036929786205 8.0872882753610664 6.841962829232215 8.3503729701042158 9.3680917471647245 14.011733412742617 9.3770107924938184 28.342224016785622 41.403793521225452 10.133137181401251 6.3321415781974784 17.354076378047466 109.02291163429618 7234.7776188515127 7.9272686541080466 10.402175083756445 11.767961859703062 11.364212036132818 7.0739346370100966 8.8878343403339368 leaf_count=27 19 22 30 22 20 43 64 30 25 22 695 27 23 25 31 41 29 95 138 31 20 98 794 24467 24 30 36 36 27 26 internal_value=-2.58076e-05 -0.00265474 0.000524659 -0.00666748 0.0042431 0.00161849 0.00457881 -0.00748232 0.00268661 -0.0127308 1.51153e-05 0.00169986 -0.00504188 0.00457054 -0.0107952 0.00257322 0.00167427 0.00220329 -6.51304e-05 0.00812998 -8.59314e-05 -9.91729e-05 -0.00331778 -4.32702e-05 -0.019396 0.0094561 0.00573291 -0.0107499 -0.0131081 -0.00920221 internal_weight=7902.61 121.129 73.0316 24.8899 48.1416 40.9048 34.743 48.0978 11.6967 17.8399 7781.48 353.786 40.575 15.1923 25.3826 313.211 277.03 267.653 7427.7 18.8054 7408.89 7402.56 126.377 7276.18 16.0146 36.1819 25.7797 36.4011 27.326 20.252 internal_count=27017 386 223 74 149 127 107 163 44 52 26631 1056 130 48 82 926 819 790 25575 58 25517 25497 892 24605 51 107 77 119 89 62 is_linear=0 shrinkage=0.03 Tree=540 num_leaves=24 num_cat=0 split_feature=8 2 4 4 0 10 2 5 0 2 9 4 12 8 5 5 4 5 3 9 12 2 5 split_gain=0.923056 3.70296 1.29383 5.48619 1.97608 3.47288 4.41402 3.07415 2.37704 2.27835 1.78987 1.7153 1.6378 3.60466 1.52981 4.20011 1.55612 1.22619 1.19537 2.18545 1.15329 3.06385 2.62748 threshold=10.100000000000001 1.7000000000000004 2.3450000000000011 2.3750000000000009 525.00000000000011 0.50000000000000022 2.9000000000000004 2.0250000000000008 350.00000000000006 2.7000000000000006 5.9000000000000012 2.4150000000000009 4.9000000000000012 8.3000000000000025 1.9400000000000006 1.8550000000000004 1.9100000000000006 1.4150000000000007 1.0000000180025095e-35 4.7000000000000002 4.700000000000002 1.5000000000000002 2.8950000000000009 decision_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 12 10 5 6 -5 11 -7 -9 17 -6 18 14 15 -14 -16 -4 19 -1 22 -22 -20 right_child=1 -3 3 4 7 8 -8 9 -10 -11 -12 -13 13 -15 16 -17 -18 -19 20 -21 21 -23 -24 leaf_value=-0.00088091127904183365 0.0099986914796480753 -0.020340072128242431 0.01184450983614535 -0.012464889313979148 0.013453993622550432 0.011731202359990346 0.0073332602668714627 0.02614010583898501 -0.0038079525263135373 0.0035405393208710785 0.0023178783624883134 -0.00049629519108883053 -0.0051523242262666216 0.019165710523084214 -0.01114838162187399 0.016303170244593528 -0.0022839123277375497 0.027269794324346792 -4.1327374617666348e-05 0.020678476416014301 0.021237190710283359 0.0015517946784217914 -0.016941775478780948 leaf_weight=10.50765296816826 6.2793439030647269 8.5517313033342344 8.593531429767614 40.323569729924202 8.9504640549421293 19.25321751832962 13.537729293107985 8.5066228806972521 16.412322789430618 7.6031706631183615 6.9313573837280265 69.754704520106316 37.154030412435532 6.0397134572267523 41.324682451784611 10.541352987289427 31.339538499712944 10.076335333287714 8636.8403905332088 7.0849017798900595 8.0323006659746152 62.360910445451736 8.2870994806289655 leaf_count=33 19 29 37 125 37 64 52 25 57 25 22 289 115 18 208 32 101 35 25389 23 36 201 45 internal_value=-1.67606e-05 -0.00749491 -4.53179e-06 0.00232315 0.000515872 -0.00268062 -0.00748874 0.00353408 0.0045805 0.015474 0.0153364 0.00109015 -5.96906e-05 -0.00345015 -0.00458503 -0.000410357 -0.0073252 0.0201697 -1.06185e-05 0.00780152 -2.63876e-05 0.00379802 -5.75279e-05 internal_weight=9084.29 14.8311 9069.46 209.943 184.342 89.5268 53.8613 94.815 35.6655 16.1098 25.6012 78.7052 8859.51 126.399 120.36 47.6954 72.6642 18.6699 8733.11 17.5926 8715.52 70.3932 8645.13 internal_count=27017 48 26969 768 674 298 177 376 121 50 94 326 26201 474 456 147 309 72 25727 56 25671 237 25434 is_linear=0 shrinkage=0.03 Tree=541 num_leaves=23 num_cat=0 split_feature=5 6 0 10 4 3 8 10 11 5 3 10 4 8 11 13 5 4 13 4 4 11 split_gain=0.569774 2.5326 1.39766 3.42294 1.61418 1.12084 2.29458 2.15704 2.56196 3.06994 1.0906 3.66916 4.28806 3.11975 3.03096 0.794163 1.77689 0.777785 4.70661 4.45429 0.672598 0.549702 threshold=2.8250000000000006 0.70000000000000007 475.00000000000006 0.50000000000000022 1.4950000000000008 3.3000000000000003 6.1000000000000005 -0.83333333333333315 -0.83333333333333315 2.1750000000000012 2.9000000000000004 -1.4999999999999996 1.2550000000000006 4.9000000000000012 -0.66666666666666619 0.70000000000000018 1.6250000000000002 1.2550000000000006 1.5000000000000002 1.3650000000000009 1.4050000000000007 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 left_child=5 -2 3 20 -4 10 7 -7 -9 -10 15 -12 14 -14 -13 16 -1 18 -17 -19 -3 -8 right_child=1 2 4 -5 -6 6 21 8 9 -11 11 12 13 -15 -16 17 -18 19 -20 -21 -22 -23 leaf_value=-0.020305217243843206 0.025543275794570608 -0.0073983509612616273 -0.0040925143685252999 0.013400398937838662 0.01709046661284664 -0.018721690281668167 -0.008908940979176121 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6.1421e-05 0.00302785 0.00163557 -0.00194292 0.0120827 1.67928e-05 -0.00786868 2.9202e-05 -0.000409226 0.000248132 -0.017241 -0.017655 internal_weight=7499.49 31.4642 27.1902 14.0598 13.1304 7468.03 53.8051 44.2954 38.6421 31.7184 7414.22 109.89 103.231 76.8924 26.3382 7304.33 11.4766 7292.86 2428.85 4864 8.84306 9.50966 internal_count=27017 136 122 67 55 26881 255 205 175 139 26626 414 392 293 99 26212 46 26166 8245 17921 46 50 is_linear=0 shrinkage=0.03 Tree=542 num_leaves=31 num_cat=0 split_feature=6 11 8 13 9 4 4 3 3 12 9 4 5 5 3 8 9 7 9 10 8 8 13 5 9 7 7 11 4 13 split_gain=0.945622 4.0188 3.89563 5.23131 4.07058 2.53213 2.65327 3.60652 4.19948 2.9976 2.51714 2.45479 6.65565 3.23082 2.42374 2.77097 3.51545 2.60987 2.22039 2.10999 1.59805 2.54356 1.90153 1.35101 2.03183 5.25154 2.54911 1.45943 2.5349 1.93145 threshold=0.70000000000000007 -0.83333333333333315 5.1000000000000005 1.9000000000000001 4.1000000000000005 0.83000000000000029 1.3050000000000008 1.3 0.70000000000000007 2.5000000000000004 7.1000000000000005 1.195000000000001 1.5850000000000006 1.1950000000000005 2.5000000000000004 5.7000000000000002 6.1000000000000005 1.5000000000000002 4.3000000000000016 -1.0000000180025095e-35 10.100000000000001 9.3000000000000025 2.5000000000000004 2.5050000000000012 5.7000000000000002 0.90000000000000013 0.3000000000000001 -1.8333333333333328 1.6750000000000003 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 10 -5 -3 11 8 -8 -9 18 13 -13 -7 15 17 -17 -4 -1 -6 21 23 -23 27 25 -25 -26 28 -2 -29 right_child=20 5 14 4 19 6 7 9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 24 26 -27 -28 29 -30 -31 leaf_value=0.006541910812508123 0.00082326236397370779 -0.015082503047156564 -0.017322242379851846 0.019357489826142497 0.0022719363840956104 -0.010971571777241049 0.0014925507560436006 0.0099433058902979425 -0.0085508212091889614 -0.0016127344985920192 -0.0035309149068994249 0.01326789749139896 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leaf_count=48 414 43 55 21 30 96 285 77 797 950 20 155 94 291 19 146 44 29 95 41 35 39 34 33 28 35 355 633 135 21940 internal_value=-2.54201e-05 -0.00100913 0.00366348 0.00832575 -0.00285394 -0.00198725 -0.00172132 -0.00297604 -0.00600665 -0.000600039 0.014011 0.00124598 0.00555649 -0.00144299 -0.00182621 2.52755e-05 0.00473069 -0.00923231 0.016641 -0.0094591 8.40723e-05 6.91136e-05 -0.0124153 9.49316e-05 0.00296833 0.0114276 0.00146996 3.52269e-05 0.00272829 -3.50181e-05 internal_weight=7901.47 791.388 136.986 74.0752 24.9711 654.403 641.378 450.769 198.096 252.673 49.1041 190.609 73.2256 117.383 62.9105 57.2505 37.9576 19.293 42.702 19.2474 7110.08 7102.22 14.6572 7087.57 144.271 21.7091 122.562 6943.29 176.503 6766.79 internal_count=27017 3336 548 255 92 2788 2745 2109 1082 1027 163 636 249 387 293 274 190 84 143 71 23681 23646 73 23573 451 68 383 23122 549 22573 is_linear=0 shrinkage=0.03 Tree=543 num_leaves=31 num_cat=0 split_feature=13 3 4 13 11 7 5 5 10 2 5 0 4 12 11 10 5 5 11 9 4 6 5 4 4 4 6 10 11 0 split_gain=0.926734 3.95424 2.54133 3.6093 3.54174 5.68853 2.94758 7.58053 3.67459 2.92062 3.67999 3.55424 2.61875 2.53215 2.69403 3.44681 2.9405 5.3122 4.7603 2.57201 3.3137 2.35893 2.52753 2.89613 3.00795 2.75341 2.2476 2.23915 2.34704 2.01379 threshold=1.7000000000000004 0.90000000000000013 1.5850000000000006 1.3000000000000003 1.5000000000000004 0.70000000000000007 2.1050000000000009 1.8600000000000005 -1.0000000180025095e-35 1.9000000000000001 2.225000000000001 875.00000000000011 1.7150000000000005 1.5000000000000002 0.50000000000000022 1.0000000180025095e-35 1.1850000000000007 1.3250000000000008 -1.1666666666666663 5.5000000000000009 1.2950000000000006 0.3000000000000001 1.6900000000000006 1.2450000000000008 1.7750000000000004 2.2050000000000005 1.1000000000000003 0.83333333333333337 0.50000000000000022 475.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 27 26 -6 7 12 -9 10 -8 -11 -4 19 16 -16 18 -18 -15 20 -1 22 23 -2 -25 -26 -5 28 -3 -29 right_child=21 2 6 4 5 -7 9 8 -10 11 -12 -13 -14 14 15 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31 leaf_value=-0.00030292634892154619 -0.015121888770111933 0.0055214637964956254 0.0059178646835926748 -0.0049411350615477826 0.020543013441691026 -0.0079390385255427229 0.014870953151855907 -0.020692545767762638 -0.0046198605764528229 0.016568101772692509 -0.0079805495722177384 -0.0078662187929233376 -0.00091842315212114568 0.022360395529761816 0.024759231314044974 -0.00036421850862301906 0.017393256004625459 0.00061612341568718194 -0.0050087520532557999 0.007819805659697884 -0.023841223282937512 5.1249505946359939e-05 0.021176208717204534 0.017206864120387185 -0.01133746427715758 0.016983046800956882 -0.012413842193472005 0.0010184771478770989 -0.0035570547466581793 -0.02044458669107822 leaf_weight=12.702332228422167 6.2553527355194083 73.526330508291721 69.51695342361927 238.71579632163048 12.064244985580446 13.233929157257078 9.1434955745935458 22.648729920387268 29.445629775524139 27.730376228690147 20.704186379909515 6.6409287154674521 183.68356961011887 6.4481149166822425 12.461787134408953 8.115317225456236 28.028900593519211 43.111111059784889 50.61302176117897 10.403457164764403 9.3412261903285962 8053.4188817627728 9.0312572717666608 14.177962198853495 9.6991874575614911 4.5339452251791945 42.705228745937347 7.8619452118873578 39.342922508716583 7.8754835203289986 leaf_count=35 17 234 198 734 43 40 28 68 89 87 73 19 557 19 38 24 83 127 155 30 26 23824 28 42 34 25 159 25 130 26 internal_value=-1.6779e-05 -0.000885124 -0.0017866 -0.00333972 -0.00510855 0.00564354 4.31391e-05 -0.00118575 -0.0116077 0.00588521 -0.000980253 0.0118471 0.0009585 0.00311842 0.00477448 0.0148509 0.00315715 0.00722625 -0.00191594 -0.00447502 -0.0102776 8.89679e-05 0.0070404 0.00335776 0.00742647 -0.002316 -0.00607511 0.000878837 0.00235696 -0.00972229 internal_weight=9083.18 986.065 804.84 435.326 306.719 25.2982 369.514 305.295 52.0944 64.219 29.8477 34.3713 253.201 181.225 148.778 20.5771 128.201 71.14 57.0611 32.447 22.0436 8097.12 43.6977 34.6664 28.4111 14.2331 281.421 128.607 112.869 15.7374 internal_count=27017 3047 2510 1391 976 83 1119 912 157 207 101 106 755 537 446 62 384 210 174 91 61 23970 146 118 101 59 893 415 364 51 is_linear=0 shrinkage=0.03 Tree=544 num_leaves=31 num_cat=0 split_feature=4 3 4 4 10 10 4 9 0 9 8 5 10 12 10 4 3 9 12 11 9 12 5 12 7 11 9 4 10 9 split_gain=0.570497 3.17162 3.28134 3.46247 3.8633 3.93588 3.17004 4.03831 2.81341 2.78125 2.3907 3.91259 3.38365 3.95369 3.1593 3.87077 3.01338 2.96702 2.79121 2.78841 2.3504 2.15155 4.41528 3.41598 2.13036 2.05071 3.65156 2.19528 2.01263 1.95121 threshold=1.8050000000000004 0.70000000000000007 2.1050000000000009 1.9850000000000003 -0.33333333333333309 0.33333333333333326 1.7750000000000004 7.9000000000000012 925.00000000000011 4.3000000000000016 8.3000000000000025 1.7800000000000005 -1.1666666666666663 3.3000000000000007 1.1666666666666672 2.2350000000000008 1.7000000000000004 3.3000000000000003 4.1000000000000005 -0.33333333333333331 6.9000000000000012 3.5000000000000004 2.2350000000000008 2.9000000000000008 1.3 -0.66666666666666619 3.5000000000000004 1.8750000000000002 -2.8333333333333326 4.7000000000000002 decision_type=2 2 2 2 2 2 2 2 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 29 -6 28 9 -4 -8 12 14 21 17 18 -16 -13 -14 -12 -15 24 23 -23 -3 -11 27 -27 -2 -1 -5 right_child=1 10 8 4 5 -7 7 -9 -10 20 11 16 13 19 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.01491960294757666 -0.0026750712401127216 0.0096821834337416247 -0.0151321590230127 0.0090899623184040376 -0.024663767803262685 0.0097835855715711819 -0.013189768131466266 0.017797416145505687 0.014334627101239205 0.0035726997015209623 -0.018359186584409489 0.018297183796312452 0.010831918808859997 0.0021774697759052463 -0.016483747535230093 0.023928695301082419 -0.002404003165593986 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21503 23 internal_value=4.64594e-05 0.000646455 -0.003998 -0.000965551 0.00874464 -0.00213381 -6.76517e-05 -0.00492215 -0.0121701 -0.00626891 0.00115932 -0.00415562 0.00153444 0.000801692 -0.00993386 0.00622774 0.00441003 0.00317372 -0.0140749 -0.000950952 -0.00304354 0.00565726 0.00873349 0.00151935 -0.00151338 -0.00465785 -0.000804624 -0.0122642 2.56216e-05 0.0220927 internal_weight=7499.29 1198.35 119.169 86.9168 23.945 13.193 6300.94 118.783 32.2524 112.136 1079.18 71.146 1008.04 855.916 42.4858 8.66557 28.6602 363.693 33.8202 492.223 76.489 152.122 87.2548 64.8675 70.5187 62.9718 41.7979 21.174 6182.16 10.752 internal_count=27017 5022 582 385 107 61 21995 461 197 438 4440 360 4080 3469 235 45 125 1409 190 2060 293 611 345 266 270 278 183 95 21534 46 is_linear=0 shrinkage=0.03 Tree=545 num_leaves=31 num_cat=0 split_feature=3 10 5 8 2 8 8 2 4 10 2 5 10 10 13 12 13 9 4 5 9 4 4 12 9 2 5 5 4 12 split_gain=0.922734 2.92961 3.42514 5.2647 4.83382 4.80727 4.07768 3.53732 3.51981 6.00338 3.78619 2.73572 2.25538 3.5047 4.06609 4.75522 3.79546 3.34546 3.16656 2.74687 3.10137 2.72286 3.45549 3.6959 4.53356 3.5333 2.81472 2.68785 4.19935 3.0717 threshold=0.90000000000000013 0.50000000000000022 1.4950000000000008 5.7000000000000002 0.70000000000000007 3.5000000000000004 7.9000000000000012 1.7000000000000004 1.6750000000000003 -0.66666666666666663 2.1000000000000005 1.9000000000000004 -0.33333333333333309 -0.99999999999999978 4.5000000000000009 2.9000000000000008 4.9000000000000012 4.9000000000000012 1.195000000000001 0.81000000000000016 3.9000000000000004 2.1950000000000007 2.5050000000000012 4.5000000000000009 4.7000000000000002 2.3000000000000003 1.7250000000000003 1.4450000000000007 1.2150000000000005 4.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 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 -4 8 -8 10 -10 -1 -6 13 14 19 17 27 -16 -18 -2 -21 -14 23 -23 -25 26 -24 28 -15 -29 right_child=12 -3 3 -5 11 -7 7 -9 9 -11 -12 -13 21 16 15 -17 18 -19 -20 20 -22 22 25 24 -26 -27 -28 29 -30 -31 leaf_value=-0.0014197767433848875 0.019676621637326277 0.0014362028918543633 -0.028877787202658378 -0.013129703572466331 -0.00065357375301364239 -0.0047054267789718328 0.017891340444140674 -0.010322665006964771 0.0099688244828335711 -0.0020261159621776034 -0.016568476987370323 0.016588456007094989 -0.00020067833091623921 0.0030308615280931948 -0.0059655383226019506 0.028851563088090906 0.0019080767523508807 0.016929180140745959 0.025066475830346387 -0.0043572599241671183 -0.00015066583940246767 -0.012703805815375311 0.038910951172101658 -0.022669745753279208 0.0088117779984012157 -0.0022651633502028127 0.0032478779193273826 0.0029924098742397792 -0.0022888530329957047 -0.0034072830675033628 leaf_weight=871.15860160440207 5.875352829694747 452.65617130696774 10.62142577767372 52.099219635128975 118.09393994510174 24.449040144681931 18.265061087906364 5.1205336414277545 67.123236753046513 85.242592927068472 15.106369227170942 8.9066683202981931 3390.3886234946549 225.99798645824194 14.59730412065983 8.7657282426953298 9.9374262094497698 9.4711598455905897 11.42127627879381 191.45241666585207 895.7241280451417 54.794865185394883 3.8419516570866099 5.3464965820312527 17.900979287922382 27.384806916117668 4.135977104306221 894.98658905923367 326.48389101400971 73.005999036133289 leaf_count=3057 25 1767 31 200 380 72 73 52 359 445 75 27 10995 702 49 30 31 27 38 739 2973 318 28 42 82 180 18 2716 1242 244 internal_value=-2.48097e-05 -0.000637378 -0.00137286 -0.00483377 -0.00216696 -0.0120263 -0.000674926 0.0117136 -0.000953863 0.00325813 -0.00167799 0.000555625 0.000146791 0.000804046 -0.000468425 0.00993364 0.00173324 0.00304374 0.0142917 -0.000780892 -0.000891449 -0.000353631 -0.00492634 -0.00845141 0.0015716 0.00285318 0.0204222 0.00155682 -0.000112773 0.00250975 internal_weight=7900.36 1728.84 1276.19 214.17 162.071 35.0705 1062.02 23.3856 1038.63 152.366 886.265 127.001 6171.51 2667.72 1125.89 32.8342 1541.83 24.0685 21.3587 1093.05 1087.18 3503.79 113.405 78.0423 23.2475 35.3627 7.97793 1520.47 552.482 967.993 internal_count=27017 6538 4771 710 510 103 4061 125 3936 804 3132 407 20479 8816 3843 106 4973 76 69 3737 3712 11663 668 442 124 226 46 4904 1944 2960 is_linear=0 shrinkage=0.03 Tree=546 num_leaves=12 num_cat=0 split_feature=13 8 8 10 4 5 5 2 11 10 8 split_gain=0.905693 0.942968 1.47026 3.0695 2.60873 1.07388 1.95562 3.5406 1.75067 1.90709 1.25601 threshold=6.1000000000000005 1.0000000180025095e-35 1.7000000000000004 1.0000000180025095e-35 0.73500000000000032 0.76500000000000024 0.79500000000000004 1.3 0.83333333333333337 -0.83333333333333315 10.100000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 -3 8 7 -7 9 -4 -8 right_child=-2 2 5 -5 -6 6 10 -9 -10 -11 -12 leaf_value=0.011098071132252217 0.0096365408773438754 0.014233221225769059 -0.0071575156224966416 -0.019047629865021985 -0.0087522434293874404 -0.014347266727243548 -4.5000568352607597e-06 0.0035747072479331253 0.017320000365328353 0.003776235668428685 -0.008929850152234119 leaf_weight=6.853191763162612 8.739147484302519 7.6466332226991716 17.257787480950356 11.248413830995558 10.609997242689131 23.036902546882629 8872.4904722385108 17.424807503819466 7.1216556429862967 85.427607625722885 14.212825089693068 leaf_count=21 25 23 52 35 32 63 26394 53 22 252 45 internal_value=-1.6589e-05 -2.58866e-05 -3.4295e-05 -0.00672023 0.000875021 -1.24659e-05 -4.87359e-05 -0.00662918 0.00293623 0.00193866 -1.87747e-05 internal_weight=9082.07 9073.33 9066.48 29.505 18.2566 9036.97 8927.17 40.4617 109.807 102.685 8886.7 internal_count=27017 26992 26971 90 55 26881 26555 116 326 304 26439 is_linear=0 shrinkage=0.03 Tree=547 num_leaves=25 num_cat=0 split_feature=5 5 11 5 4 2 9 8 6 2 10 13 5 13 13 5 10 5 0 0 8 4 4 3 split_gain=0.565473 1.89347 2.03799 1.99242 4.41994 2.64221 1.95782 3.12153 1.8822 2.53832 2.21643 3.67007 3.58728 3.19692 1.67097 1.55196 2.5747 1.16685 1.00505 2.57381 0.900469 2.28875 1.33117 0.00165061 threshold=2.6950000000000007 2.5050000000000012 -0.33333333333333331 2.6050000000000009 1.3950000000000007 1.1000000000000003 7.1000000000000005 5.1000000000000005 0.70000000000000007 2.3000000000000003 -0.33333333333333331 2.7000000000000006 2.8050000000000006 3.1000000000000005 2.3000000000000007 2.475000000000001 1.0000000180025095e-35 2.4650000000000003 475.00000000000006 525.00000000000011 8.7000000000000011 1.5150000000000008 2.7950000000000004 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 6 5 -5 -4 23 -8 -2 10 18 12 -12 -13 -7 17 -17 20 -10 -20 22 -22 -1 -3 right_child=8 2 3 4 -6 14 7 -9 9 -11 11 13 -14 -15 -16 16 -18 -19 19 -21 21 -23 -24 -25 leaf_value=6.1189862885128543e-05 0.017422808061355845 -0.024216631532046631 0.0066889236978841778 -0.013652576494259345 0.020306939519798343 -0.0028666796231731724 0.011940699056596379 -0.02377387708934444 -0.019522928205194794 0.017448712455512227 0.0095466347894532493 0.032682061269972321 -0.020531596511746162 0.00058077926761980632 -0.024375896521795653 -0.0026475484038138201 0.019740829390949687 -0.013843998350419743 0.010745391940799771 -0.019697090916036414 0.015689629814209776 -0.0055478638410896312 0.0080805442920479278 -0.023391103599962746 leaf_weight=7289.3150150850415 7.1493901982903472 3.7128757089376467 7.6729044616222408 5.6430461704730979 8.873005807399748 5.5795513540506345 4.9665360599756223 3.9575932174921036 6.5677755475044277 7.1700984239578238 6.7468333840370196 5.5663238614797574 7.5756894797086716 5.6021398976445198 7.7875165343284607 9.0869376137852687 9.4107594639062864 5.4422409236431113 5.0185244604945165 4.979757234454155 5.0039464533329001 52.305211130529642 18.677043907344341 5.2793450132012367 leaf_count=26044 26 18 36 28 35 27 24 21 33 25 29 22 40 24 37 38 33 25 23 23 19 275 82 30 internal_value=4.57978e-05 2.3125e-05 -0.00560185 -0.00144441 0.00710534 -0.00734312 -0.0138525 -0.00389768 0.00303902 0.000950028 -0.00186275 0.00368919 -0.00636281 0.0165799 -0.0153977 6.38302e-05 0.00874261 4.20498e-05 -0.0104058 -0.00441683 5.23102e-05 -0.00369351 8.16849e-05 -0.023732 internal_weight=7499.09 7442.71 53.4724 35.556 14.5161 21.04 17.9163 8.92413 56.3765 49.2271 42.057 25.491 14.3225 11.1685 13.3671 7389.24 18.4977 7370.74 16.5661 9.99828 7365.3 57.3092 7307.99 8.99222 internal_count=27017 26772 256 163 63 100 93 45 245 219 194 115 69 46 64 26516 71 26445 79 46 26420 294 26126 48 is_linear=0 shrinkage=0.03 Tree=548 num_leaves=31 num_cat=0 split_feature=7 9 5 10 5 0 0 6 11 3 0 5 4 12 12 5 0 4 9 11 5 8 12 13 10 9 5 8 2 6 split_gain=0.923016 2.72627 3.24338 3.45805 2.89416 4.74073 4.71939 3.35687 2.54127 2.48649 2.38849 4.94369 3.36908 2.98136 3.9353 2.48409 2.78348 2.32434 1.95954 2.64384 2.56436 2.35855 2.30896 2.30331 2.09482 1.9278 3.10322 2.33214 1.78625 2.71584 threshold=2.1000000000000005 3.5000000000000004 1.4650000000000007 0.50000000000000022 1.1450000000000007 525.00000000000011 200.00000000000003 1.7000000000000004 0.33333333333333326 1.3 350.00000000000006 2.1050000000000009 1.7300000000000004 3.9000000000000008 2.7000000000000006 0.88500000000000023 475.00000000000006 2.0050000000000012 2.1000000000000005 -0.66666666666666619 0.67500000000000016 1.1000000000000003 1.5000000000000002 3.3000000000000007 0.33333333333333326 2.3000000000000003 1.2050000000000007 4.1000000000000005 0.50000000000000011 3.1000000000000005 decision_type=2 2 2 2 2 2 2 2 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 4 -4 6 7 -2 -6 -7 -8 12 15 13 14 -3 -12 -17 -14 19 -1 22 -21 -20 24 -23 26 27 -22 29 -27 right_child=1 10 3 -5 5 8 9 -9 -10 -11 11 -13 17 -15 -16 16 -18 -19 20 21 25 23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.018606327954506049 0.019527037226263016 -0.001075151164338591 -0.018576146061749323 0.0097900470474714101 0.0070756092330890889 0.0045698798532140235 -0.00039845337230264352 0.024208840458664959 -0.020651007293624055 -0.017807777656636343 -0.013911452607607641 -0.021087061702014728 -0.020020737203996632 0.01840433872477024 -0.011878151134801592 0.0060639458576443117 -0.00080674644996652997 -0.00074041619983242733 0.006850569339252083 0.016887431440889042 0.030241404985619492 -0.018518345021391984 -0.020787043907703091 0.0093087810981239659 0.0016062566948556597 0.0021136382820220612 -0.0039834268589823505 0.0080180933033628127 -2.2869842857452019e-05 -0.014757484435845921 leaf_weight=11.506106644868849 9.8388002365827543 119.84664721041918 11.937704704701902 5.7217342332005492 23.50001110509038 9.5443076714873296 51.859666105359793 18.311666414141655 5.7689405232667914 8.6093143410980684 11.3612815849483 10.349551677703856 19.393918059766296 5.627681076526641 40.638822957873344 63.487537123262882 323.33541791513562 7.9278971254825583 3.7914546132087699 5.0921700149774578 6.1002698987722423 11.965485475957399 9.6319711878895742 7.0494890213012686 7.6195601280778638 499.37911352515221 13.148884318768976 14.011174254119394 6554.2504389360547 8.7376005649566633 leaf_count=49 38 431 50 24 96 40 234 61 26 41 57 36 92 17 151 242 1291 50 17 18 21 51 53 24 35 1466 48 60 22173 25 internal_value=-2.44045e-05 -0.00102781 0.00266361 -0.00938538 0.00433334 0.00934904 0.000258097 0.0145792 -0.00493155 -0.00287712 -0.00191755 -0.000617227 -0.00466381 -0.00305812 -0.00381073 -8.51783e-05 0.00032091 -0.0144262 8.04014e-05 -0.00628718 0.000119125 -0.00181948 -0.0129808 -0.005396 -0.0106889 0.000143907 0.00734948 0.0147589 0.000109973 0.00182352 internal_weight=7899.34 747.061 145.092 17.6594 127.433 57.1249 70.3078 41.8117 15.3132 60.469 601.969 408.534 193.435 166.113 160.485 398.184 386.823 27.3218 7152.28 43.2328 7109.05 31.7267 13.4234 26.6345 19.585 7095.63 33.2603 20.1114 7062.37 508.117 internal_count=27017 2977 610 74 536 223 313 157 66 275 2367 1626 741 599 582 1590 1533 142 24040 177 23863 128 70 110 86 23793 129 81 23664 1491 is_linear=0 shrinkage=0.03 Tree=549 num_leaves=31 num_cat=0 split_feature=9 4 6 9 9 8 10 6 5 12 0 0 5 2 12 8 6 6 10 6 9 5 5 10 13 0 11 0 4 5 split_gain=0.891916 1.73629 2.15221 2.36887 1.80866 3.99158 4.00525 3.4122 3.34245 4.11013 3.1886 2.57148 3.57764 4.94763 3.34207 2.9486 2.75489 2.4446 1.71053 1.48733 2.5576 3.08303 3.1073 2.50194 2.45439 2.15717 1.67949 4.26912 3.72332 1.79956 threshold=6.3000000000000016 0.81500000000000028 1.9000000000000001 7.5000000000000009 6.7000000000000002 4.1000000000000005 -0.83333333333333315 0.70000000000000007 1.1950000000000005 2.5000000000000004 350.00000000000006 475.00000000000006 1.3350000000000006 0.3000000000000001 2.3000000000000007 2.3000000000000003 2.7000000000000006 1.3 -3.1666666666666661 2.3000000000000003 4.7000000000000002 1.8250000000000002 1.9250000000000003 -1.4999999999999996 3.9000000000000008 525.00000000000011 1.1666666666666672 925.00000000000011 1.2450000000000008 1.9400000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 2 3 -2 5 6 17 -8 10 -10 -7 15 14 -14 -13 -6 -17 -3 -1 26 21 24 -23 -22 -21 -25 29 28 -28 -20 right_child=1 4 -4 -5 11 8 7 -9 9 -11 -12 12 13 -15 -16 16 -18 -19 19 20 23 22 -24 25 -26 -27 27 -29 -30 -31 leaf_value=-0.013903314960355982 -0.021999869714247375 -0.029139890917720467 0.0047828596264175051 0.0022781576865965711 0.020850263112882926 0.023070679686655722 -0.019676277771431622 -0.0023231228060974817 -0.0059344704641201215 0.0011968615229070694 0.00092685696549576894 -0.0026561537038121263 -0.024085466907615302 -0.00022249126897615668 -0.020040983821241341 0.0017063549981634618 -0.014934608397278098 -0.0089174991626947819 0.00022824159046990931 -0.0037670315273275793 -0.017069113382915124 0.028389155136866365 0.0030180869959855784 -0.0046863155613875527 0.0017495731692163485 0.001835373282076918 -0.0023331559269456448 0.019509002275448415 0.0026713234128762607 -0.001921406002862057 leaf_weight=7.820582076907157 11.731687292456632 10.146795690059664 7.5022473856806746 5.2293751239776602 7.1179675981402388 10.225821733474733 11.45410570502281 93.002933360636234 110.1543905287981 214.13490844517946 13.684208646416662 24.283650055527687 7.9417898058891288 508.67100512981415 16.863156735897064 496.30475449562073 9.1179267168045026 11.45222647488117 5858.5333456471562 116.00475662946701 11.886635467410086 6.8041877299547222 12.018796339631079 172.5684766843915 193.91987788677216 62.06268247961998 182.13957185298204 11.844029664993284 504.14095919579268 372.79048500955105 leaf_count=23 44 31 28 20 25 28 34 312 320 683 41 69 31 1699 51 1584 34 39 16839 348 42 21 41 546 551 193 557 42 1479 1262 internal_value=-1.62033e-05 -0.000666756 -0.00859655 -0.0145146 -0.00054116 -0.00208337 -0.00665762 -0.00422596 -0.000427394 -0.0012255 0.0103973 0.000142202 -0.00126741 -0.000589332 -0.00978096 0.00167618 0.00140615 -0.0184176 0.000119667 0.00013428 -0.00133151 0.000400679 0.0121893 -0.00364151 -0.000315291 -0.00296125 0.000255967 0.00165132 0.00134313 9.96384e-05 internal_weight=9081.55 1569.02 24.4633 16.9611 1544.56 474.255 126.056 104.457 348.199 324.289 23.91 1070.3 557.76 516.613 41.1468 512.541 505.423 21.599 7512.53 7504.71 575.265 328.748 18.823 246.518 309.925 234.631 6929.45 698.125 686.281 6231.32 internal_count=27017 5073 92 64 4981 1488 416 346 1072 1003 69 3493 1850 1730 120 1643 1618 70 21944 21921 1742 961 62 781 899 739 20179 2078 2036 18101 is_linear=0 shrinkage=0.03 Tree=550 num_leaves=31 num_cat=0 split_feature=2 5 5 0 5 11 4 10 11 4 13 2 11 7 8 0 13 5 9 9 9 9 4 4 8 4 13 5 4 11 split_gain=0.568888 2.96061 3.55979 1.95414 1.87335 6.08298 3.15685 2.73276 3.55405 2.19832 1.31081 0.997486 3.91086 4.86263 5.2201 4.73333 3.95461 5.29388 4.45999 4.27888 3.76461 2.95424 2.67662 3.2171 2.58029 2.3842 0.797419 2.88628 2.81183 3.0885 threshold=0.3000000000000001 1.0750000000000008 1.9750000000000003 475.00000000000006 1.6100000000000005 -0.33333333333333331 1.0350000000000008 -0.49999999999999994 -0.83333333333333315 1.1350000000000007 2.9000000000000008 0.50000000000000011 -1.0000000180025095e-35 1.9000000000000001 3.9000000000000004 350.00000000000006 2.9000000000000008 1.4350000000000007 4.7000000000000002 4.1000000000000005 5.1000000000000005 3.3000000000000003 1.1450000000000007 0.95000000000000018 3.5000000000000004 1.3050000000000008 3.9000000000000008 0.67500000000000016 1.2950000000000006 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 4 -4 7 6 -6 -3 -9 -7 -1 12 13 14 15 -2 17 20 -19 21 -14 -18 23 -15 -21 -16 -13 -28 -29 -30 right_child=11 2 3 -5 5 9 -8 8 -10 -11 -12 26 16 22 25 -17 19 18 -20 24 -22 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=0.0012429375335915299 0.027198776417243234 0.01104012640918159 -0.025898326171265293 -0.0019387970446491662 0.010018270129223924 0.0098545180808691565 0.039610031758532768 -0.01986428013734954 0.0021425139525251117 -0.010505224082781116 -0.016004086683989061 0.00018990410889317669 -0.010913900917976877 0.018216748426766204 -0.0078242555384611771 0.0024966380169329505 -0.012053969629747275 0.017512170255809732 -0.00013347642093436719 -0.023700100446146927 0.0053100694652555552 0.0086062057041836372 0.024366159972644633 -0.01181763640052059 -0.0097165520854444031 0.0035054782441369774 0.017663129426971378 0.0011147759538038819 -0.0011023658864399671 -0.0071657153841934293 leaf_weight=6.2261303663253811 9.7252978235483152 24.637270972132683 5.0654416233301145 7.752520352602005 5.6611288636922819 10.467467755079271 7.6007644087076187 7.7200532704591742 45.714619040489197 8.7735485881566984 10.925426736474035 6347.6175093688071 47.812834724783897 7.1770679950714129 56.753831453621387 24.743974819779396 9.9777551144361514 19.68883204460144 37.340262398123741 16.566691756248474 17.614079475402832 16.57943132519722 12.172913074493406 5.8065555989742279 41.94598101079464 23.696070447564125 7.4510221630334845 286.67167955636978 262.99371927976608 106.11394026130438 leaf_count=21 32 82 20 34 20 36 26 26 151 30 39 22971 160 24 204 84 35 65 137 58 62 56 42 20 150 85 28 969 966 384 internal_value=4.48208e-05 0.00193551 0.00355886 -0.0114072 0.00529374 0.0113456 0.0269781 0.00277423 -0.00103695 0.000570851 -0.0097433 8.70921e-06 -0.00155994 0.00231327 -0.000301929 0.0094662 -0.00417428 -0.000722565 0.00595854 -0.00914293 -0.00654612 0.000844007 0.0142599 0.00478473 -0.0136757 -0.00448715 8.64837e-05 -0.000903328 -0.00111428 -0.0028455 internal_weight=7498.99 140.544 123.393 12.818 110.575 32.5029 13.2619 78.0719 53.4347 19.241 17.1516 7358.45 347.602 140.076 114.919 34.4693 207.526 122.456 57.0291 85.0699 65.4269 26.5572 25.1565 12.9836 58.5127 80.4499 7010.85 663.23 655.779 369.108 internal_count=27017 485 425 54 371 112 46 259 177 66 60 26532 1214 491 405 116 723 424 202 299 222 91 86 44 208 289 25318 2347 2319 1350 is_linear=0 shrinkage=0.03 Tree=551 num_leaves=29 num_cat=0 split_feature=11 9 9 12 7 5 5 5 0 2 3 8 13 0 11 10 9 13 11 10 5 0 10 13 8 0 5 5 split_gain=0.905611 1.97993 2.08141 2.47006 2.00257 2.19178 4.15981 1.72043 3.12572 1.50834 1.09923 2.19252 2.39669 2.90696 2.76928 2.09902 2.35505 1.63664 1.32381 2.02746 1.57878 1.40714 2.18863 2.03762 0.667907 2.6273 4.43102 0.650881 threshold=2.1666666666666674 5.1000000000000005 6.9000000000000012 5.1000000000000005 0.50000000000000011 1.6850000000000005 1.9650000000000005 1.4750000000000008 475.00000000000006 1.5000000000000002 2.7000000000000006 6.7000000000000002 2.3000000000000007 350.00000000000006 -1.0000000180025095e-35 1.8333333333333339 9.3000000000000025 4.1000000000000005 -2.8333333333333326 1.0000000180025095e-35 2.8950000000000009 875.00000000000011 -1.4999999999999996 0.90000000000000013 4.3000000000000016 350.00000000000006 1.7000000000000004 2.2750000000000008 decision_type=2 2 2 2 2 2 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 7 4 9 -3 -6 -7 8 -2 -4 18 15 14 -14 -13 16 17 -12 19 -1 21 23 -23 -20 -9 -26 -27 -16 right_child=1 2 3 -5 5 6 -8 24 -10 -11 11 12 13 -15 27 -17 -18 -19 20 -21 -22 22 -24 -25 25 26 -28 -29 leaf_value=0.01563519903653594 0.018939674655550319 0.018749281239006297 -0.01986138228022313 0.008538823470714229 -0.010159522976182979 0.022283694979597871 -0.0017512806514400946 -0.0163816015528475 -0.012124948699258217 -0.0021678438159269823 0.0020947859110654766 0.0020399732377528079 -0.012071048948304125 0.012499478434063342 -0.012876116874639763 0.016576010641190075 -0.014796489116116078 0.015190564986953996 0.0065908349429050451 -0.0046235240704523266 0.01496370062773493 0.0068750373875881496 -0.0047860957219862943 -7.8199098816466133e-05 -0.021662642254520022 0.019355057293261511 -0.0129713305318277 -0.025967643923097895 leaf_weight=11.620809055864813 5.5670845210552198 7.1948184520006171 10.384536579251295 7.0167868286371222 10.594587728381155 9.3879466354846972 20.928259715437889 11.91916713118553 6.119644857943058 7.4450449943542472 287.3380518257618 8.3556423336267489 7.0217949301004436 11.320022404193876 6.4039958119392377 9.2541993856430036 7.2702670097351065 8.8534532189369184 41.468988932669163 7.2010654881596556 6.271613121032714 16.70105604454875 109.19441442191601 7232.1074031665921 8.1047066450119036 6.1368329562246826 10.091862708330153 7.3301947116851807 leaf_count=36 19 22 30 22 35 28 64 36 25 22 850 27 24 34 22 28 22 26 138 22 20 112 780 24467 26 22 35 23 internal_value=-2.39233e-05 -0.00260051 0.000511744 -0.00653922 0.00415354 0.00158665 0.00569157 -0.00733661 0.00267298 -0.0124731 1.61254e-05 0.00165142 -0.00492256 0.00309315 -0.0115782 0.00250139 0.00207218 0.00248623 -6.16572e-05 0.00788441 -8.18523e-05 -9.46045e-05 -0.00323915 -4.01768e-05 -0.0105634 -0.00771349 -0.000747203 -0.0198633 internal_weight=7898.6 120.891 72.952 24.8464 48.1056 40.9108 30.3162 47.9393 11.6867 17.8296 7777.71 353.148 40.4317 18.3418 22.0898 312.716 303.462 296.192 7424.57 18.8219 7405.74 7399.47 125.895 7273.58 36.2526 24.3334 16.2287 13.7342 internal_count=27017 386 223 74 149 127 92 163 44 52 26631 1056 130 58 72 926 898 876 25575 58 25517 25497 892 24605 119 83 57 45 is_linear=0 shrinkage=0.03 Tree=552 num_leaves=31 num_cat=0 split_feature=13 3 12 11 10 5 5 11 11 4 13 11 7 5 5 10 5 2 4 6 11 11 9 5 6 5 12 10 5 0 split_gain=0.879156 3.78974 2.4421 2.60624 3.34281 2.82318 5.12326 4.57996 2.51846 2.4238 3.48715 3.39045 5.40934 2.83966 7.26296 3.52469 2.83791 3.85354 2.52149 2.29473 2.29975 4.0416 2.66411 3.93585 2.7695 2.31699 2.22918 2.21746 2.42066 2.12306 threshold=1.7000000000000004 0.90000000000000013 1.5000000000000002 0.50000000000000022 1.0000000180025095e-35 1.1850000000000007 1.3250000000000008 -1.1666666666666663 -0.66666666666666619 1.5850000000000006 1.3000000000000003 1.5000000000000004 0.70000000000000007 2.1050000000000009 1.8600000000000005 -1.0000000180025095e-35 2.225000000000001 1.9000000000000001 1.7150000000000005 0.70000000000000007 -1.8333333333333328 -1.1666666666666663 3.1000000000000005 0.81000000000000016 0.3000000000000001 1.7500000000000007 2.1000000000000005 -1.1666666666666663 1.1950000000000005 475.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 5 -5 7 -7 -4 -1 10 27 26 -13 14 18 -16 -15 -18 -11 20 -2 25 23 -23 -24 -22 -12 29 -29 -3 right_child=19 9 3 4 -6 6 -8 -9 -10 13 11 12 -14 16 15 -17 17 -19 -20 -21 21 22 24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.007527096453466592 0.016153723987699709 0.022335709274304619 0.021981989370407743 0.024392486851962308 -0.00036909373321854336 0.017086096280761763 0.00059839276220305371 -0.0048990590438411034 -0.01025232794256435 0.0057988939107470163 -0.00011855802368352935 0.019924872152577145 -0.0077999181782601994 0.015661695816235562 -0.020292343700227991 -0.0045341694981804728 -0.0078429052207762123 0.009668654917517781 -0.00090972679375468874 -5.4563325686370206e-05 -0.011548288913068225 0.018278807933731815 0.010755157716003345 -0.0088899500000618713 0.0022760006699669927 0.006351727732465816 -0.0071783825378985274 0.011327870172144832 -0.0022341038373229712 0.00057840694249320453 leaf_weight=10.691569209098814 10.000412181019781 7.9418221712112453 6.4282206147909156 12.418568685650827 8.1119590699672681 27.966505259275436 43.104623518884182 50.662039160728455 21.771877750754356 69.508337363600731 48.700004801154137 12.17033311724663 13.206314936280249 18.573075175285339 22.581298254430294 29.415993377566338 20.639448717236519 25.01975779235363 183.647037088871 7505.9753819815814 30.432528592646122 5.5720724612474433 37.476621560752392 34.584469676017761 462.72386759519577 8.2786016762256605 232.07572194188833 13.455701589584349 98.944697134196758 8.2082076668739301 leaf_count=30 30 23 19 38 24 83 127 155 61 198 145 43 40 56 68 89 73 78 557 22186 91 21 125 108 1384 25 748 38 330 24 internal_value=-1.60466e-05 -0.000862187 0.00305776 0.0046853 0.0146088 0.00309563 0.00708631 -0.00187232 -0.00439682 -0.00174532 -0.00326364 -0.00500476 0.00549656 4.14697e-05 -0.00116532 -0.0113776 0.00577467 0.00175286 0.000932245 8.69367e-05 0.00188994 0.00164361 0.00231444 -0.00512005 0.00291129 -0.00772027 -0.00595387 0.000882966 -0.00061057 0.0112776 internal_weight=9080.29 985.243 181.155 148.692 20.5305 128.161 71.0711 57.0903 32.4634 804.088 434.703 306.152 25.3766 369.385 305.153 51.9973 64.2323 45.6592 253.155 8095.04 589.069 579.068 540.357 40.1565 500.2 38.7111 280.776 128.55 112.4 16.15 internal_count=27017 3047 537 446 62 384 210 174 91 2510 1391 976 83 1119 912 157 207 151 755 23970 1784 1754 1638 129 1509 116 893 415 368 47 is_linear=0 shrinkage=0.03 Tree=553 num_leaves=25 num_cat=0 split_feature=5 6 0 10 3 3 8 10 11 5 3 10 4 5 8 4 13 4 7 13 6 5 4 11 split_gain=0.565245 2.30025 1.30755 3.26401 1.58476 1.07332 2.24413 2.08223 2.45533 2.91886 1.05769 3.4563 4.09736 3.0342 3.01994 0.759149 4.83457 4.20376 3.91662 3.1667 2.55101 1.92026 0.673497 0.550564 threshold=2.8250000000000006 0.70000000000000007 475.00000000000006 0.50000000000000022 2.9000000000000004 3.3000000000000003 6.1000000000000005 -0.83333333333333315 -0.83333333333333315 2.1750000000000012 2.9000000000000004 -1.4999999999999996 1.2550000000000006 1.8100000000000005 4.9000000000000012 1.2550000000000006 1.5000000000000002 1.3650000000000009 1.5000000000000002 4.1000000000000005 0.70000000000000007 1.3750000000000007 1.4050000000000007 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=5 -2 3 22 -4 10 7 -7 -9 -10 15 -12 13 -13 -14 16 20 18 -17 -18 -1 -19 -3 -8 right_child=1 2 4 -5 -6 6 23 8 9 -11 11 12 14 -15 -16 17 19 21 -20 -21 -22 -23 -24 -25 leaf_value=-0.0026501658949440606 0.02436431768240483 -0.0070365687068785808 0.020888798168216784 0.013051710580637891 -0.00056701443624871339 -0.018549828895105307 -0.0087492126652932972 -0.015227117757004605 -0.010395223617523057 0.010110855388976443 0.023826344360655231 -0.0071991562939010779 -0.0085263122220574795 0.017229207482957101 0.0034479737277853572 0.0005783534087308174 -0.00048207669995943005 -0.0010284746061186769 0.0046161027449094323 0.0032939553465161737 -0.011746660092347132 0.00033009796029913812 -0.024035676531107403 -0.02353472771524379 leaf_weight=66.464357167482376 4.3298647254705456 3.5951813980937022 4.9989550560712805 5.2454797923564902 8.1485930532217008 5.5528141707181922 3.8209866881370527 6.8267186433076814 8.5420243442058617 23.254951767623425 6.7198622226715079 5.8841164112091091 34.200542852282524 20.586031377315521 42.525964871048927 599.02079966664314 2095.7879316061735 1535.0814223587513 338.32360051572323 220.95774184167385 47.63023416697979 2400.6761865839362 5.0357030406594276 5.5718160048127174 leaf_count=224 14 20 20 21 35 30 19 36 40 99 22 20 133 79 160 2034 7125 6021 1148 740 165 8755 26 31 internal_value=4.44602e-05 0.00406408 0.000811504 -0.00561183 0.00759091 2.75829e-05 -0.00420363 -0.00137231 0.00109725 0.00460205 5.81558e-05 0.00297912 0.00162161 0.011799 -0.00188952 1.41985e-05 -0.000418844 0.000230212 0.00203573 -0.000121941 -0.00644761 -0.000199792 -0.0169547 -0.01752 internal_weight=7498.78 31.3538 27.0239 13.8764 13.1475 7467.43 53.5693 44.1765 38.6237 31.797 7413.86 109.917 103.197 26.4701 76.7265 7303.94 2430.84 4873.1 937.344 2316.75 114.095 3935.76 8.63088 9.3928 internal_count=27017 136 122 67 55 26881 255 205 175 139 26626 414 392 99 293 26212 8254 17958 3182 7865 389 14776 46 50 is_linear=0 shrinkage=0.03 Tree=554 num_leaves=31 num_cat=0 split_feature=6 11 8 13 9 10 9 10 4 4 5 12 3 0 8 8 5 0 8 13 8 8 4 9 5 8 8 13 5 5 split_gain=0.906338 3.86841 3.71768 4.99555 3.90553 2.50228 4.28456 3.58342 3.71006 3.27559 6.15721 4.12045 2.78668 4.61361 3.15387 2.52211 2.48747 2.4115 4.48553 5.10416 2.39073 2.27576 2.07372 1.75084 1.64234 1.48512 2.46182 1.85143 1.24496 1.99854 threshold=0.70000000000000007 -0.83333333333333315 5.1000000000000005 1.9000000000000001 4.1000000000000005 -0.33333333333333331 2.9000000000000004 0.83333333333333337 0.83000000000000029 1.4150000000000007 1.4950000000000008 4.3000000000000016 0.70000000000000007 475.00000000000006 3.3000000000000003 6.5000000000000009 1.2050000000000007 575.00000000000011 6.3000000000000016 1.7000000000000004 7.7000000000000002 5.7000000000000002 1.4050000000000007 4.3000000000000016 1.6050000000000004 10.100000000000001 9.3000000000000025 2.5000000000000004 2.5050000000000012 2.5850000000000013 decision_type=2 2 2 2 2 2 2 2 2 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 16 -5 6 -3 8 -7 10 -9 -11 13 -8 -14 -10 -1 21 19 -19 -20 -4 -6 -18 -23 26 28 -28 -2 -30 right_child=25 5 17 4 22 7 12 9 15 11 -12 -13 14 -15 -16 -17 23 18 20 -21 -22 24 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.031653959378174307 3.6969146205888472e-05 -0.020124714034377926 -0.015027258298709071 0.01883723193539023 -0.017946935027953574 -0.027264782964924274 0.020424978409713388 0.020153352648036586 -0.005952897224471199 -0.006234983762923388 -0.0055887012441600955 0.010587713691160279 0.01018999770814971 -0.0036204189951803251 -0.0013212972127691095 0.0022406126610433727 0.00061024694150985494 0.0021690378802739323 -0.023475033536233255 0.041730502026321198 0.0081977719471129223 0.0065306047019158993 0.0019664979816779601 0.014612038601098977 -0.0084602914884748855 0.013055395564991898 -0.022314637482646879 -0.00086654658153472938 0.0084758274552674314 0.00063118271938899064 leaf_weight=6.0747755765914908 6940.8712396882474 8.9510109797120077 15.549406968057154 5.7706257253885296 10.857098191976549 6.7537070214748374 16.154664807021621 19.049266457557678 231.05565560609102 57.37711413577199 14.90647418797016 16.982117973268032 23.913082160055637 12.929322607815264 205.53923584148288 39.607732439413667 10.67617681622505 7.1753546521067637 4.9775118567049486 4.9667547717690468 3.7689484152942896 13.908477641642095 8.30806155502796 32.519870944321156 12.478325992822645 7.9342238605022422 7.7270229421555978 6.818493440747261 40.806343704462051 103.01856514811516 leaf_count=25 23122 58 62 21 36 22 68 70 911 302 46 79 77 72 864 219 35 33 36 25 26 64 35 103 47 35 39 34 125 326 internal_value=-2.3766e-05 -0.000987572 0.00359516 0.00814181 -0.00279964 -0.00194893 0.000280792 -0.00349514 -0.00530192 0.00113239 0.00885266 -0.00239303 0.000987269 0.00973557 -0.000121612 -0.00475389 0.0136792 -0.00177519 0.00655279 0.0183517 -0.00982686 -0.00592339 -0.0093145 0.0111514 -0.000558594 8.34001e-05 6.89024e-05 -0.0122604 9.42156e-05 0.00285688 internal_weight=7897.43 790.251 137.031 74.2066 24.9358 653.219 267.487 385.732 277.417 108.315 33.9557 74.3592 258.536 29.084 229.452 270.663 49.2708 62.8248 20.8886 12.1421 8.74646 41.9362 19.1652 43.196 26.3868 7107.18 7099.24 14.5455 7084.7 143.825 internal_count=27017 3336 548 255 92 2788 1139 1649 1152 497 116 381 1081 140 941 1130 163 293 120 58 62 173 71 138 111 23681 23646 73 23573 451 is_linear=0 shrinkage=0.03 Tree=555 num_leaves=22 num_cat=0 split_feature=13 6 11 11 10 9 5 10 12 12 5 10 2 11 8 3 3 8 10 8 0 split_gain=0.875504 0.907803 2.28496 2.46713 2.85807 2.53635 1.7697 1.03187 3.23458 3.1915 4.63056 3.87144 2.80453 3.55426 3.06207 2.72392 3.67941 4.74019 2.33368 1.78015 0.274118 threshold=6.1000000000000005 3.1000000000000005 -0.83333333333333315 -1.0000000180025095e-35 -0.33333333333333331 4.7000000000000002 1.5050000000000006 -0.49999999999999994 3.5000000000000004 2.5000000000000004 1.0150000000000008 -2.4999999999999991 3.1000000000000005 0.83333333333333337 4.5000000000000009 3.7000000000000006 3.5000000000000004 5.5000000000000009 -0.33333333333333309 5.9000000000000012 525.00000000000011 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 7 -3 -4 6 -6 -5 8 9 11 -11 -1 14 -14 -10 16 18 -18 -9 20 -17 right_child=-2 2 3 4 5 -7 -8 15 12 10 -12 -13 13 -15 -16 19 17 -19 -20 -21 -22 leaf_value=-0.018193648308791412 0.0094835558364946889 0.0096365888663496602 -0.018663462270001686 -0.024131160194587387 0.013473765007739917 -0.0078806654346986176 -0.0015328736500563813 -0.0013916191696999704 0.0014825419559409802 0.011624653215683458 0.0018169378586717789 0.00014126021791499382 0.013344437454456971 -0.0070293199882828072 -0.0040079774643280459 -0.023209128089684842 -0.00029570939321479954 0.039579170416482963 7.3000044311515055e-05 -0.0002085269992735619 -0.012278673639549473 leaf_weight=10.449936032295225 8.7234466671943647 9.2781781926751119 11.547785714268683 6.8309793621301598 11.731341764330869 8.7317061945795995 5.7391590848565102 1213.4438433274627 129.26933744549751 45.511393591761589 901.92310639470816 1271.0771013498306 22.877018518745899 11.62101113796234 312.20577905327082 7.3272241875529307 6.1000894010066968 4.7899811118841171 5070.2857149615884 6.6816634237766257 2.8751924335956573 leaf_count=29 25 28 38 23 35 30 21 3600 434 147 2692 3604 89 40 988 50 31 15 15047 29 22 internal_value=-1.58732e-05 -2.50093e-05 -0.00390825 -0.00672719 -0.0025545 0.0043617 -0.0138134 -1.81304e-06 0.000488422 0.000967815 0.00228807 -8.24784e-06 -0.00175656 0.00648133 -0.00240029 -0.000211914 -0.000179636 0.0172432 -0.000209831 -0.0122456 -0.0201288 internal_weight=9079.02 9070.3 53.8592 44.581 33.0332 20.463 12.5701 9016.44 2704.93 2228.96 947.434 1281.53 475.973 34.498 441.475 6311.5 6294.62 10.8901 6283.73 16.8841 10.2024 internal_count=27017 26992 175 147 109 65 44 26817 8023 6472 2839 3633 1551 129 1422 18794 18693 46 18647 101 72 is_linear=0 shrinkage=0.03 Tree=556 num_leaves=17 num_cat=0 split_feature=2 4 11 8 4 4 2 8 13 4 10 7 11 6 13 12 split_gain=0.559676 1.19794 1.86818 0.924493 0.772739 4.07319 2.70618 6.62842 2.24396 1.73391 1.34143 0.939637 5.07027 1.06508 0.561874 0.00394619 threshold=3.9000000000000004 2.8450000000000011 0.33333333333333326 5.7000000000000002 2.5450000000000008 2.5250000000000008 2.9000000000000004 6.7000000000000002 2.3000000000000007 2.725000000000001 0.33333333333333326 1.0000000180025095e-35 -0.83333333333333315 1.0000000180025095e-35 2.5000000000000004 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -2 5 11 7 10 -9 15 -6 12 -1 -13 -5 -8 right_child=3 2 -4 14 6 -7 9 8 -10 -11 -12 13 -14 -15 -16 -17 leaf_value=0.01619808566008429 0.006586484277676192 0.018253125152486682 -0.0013917021613297925 -0.022417339895884038 0.034795943376544264 0.024478632418433999 -0.022356021448022161 0.00047765482166416563 -0.019512561092964412 -0.00091719854740041919 0.011194269261286506 -0.0085252660859580897 -0.014618279683716928 7.1766485918727161e-05 -0.004362713341831412 -0.023683993460470114 leaf_weight=6.6939029246568706 2.9081758111715299 8.2649114057421702 9.2137184813618642 3.289035327732563 4.424625292420389 6.1418014317750922 5.805177375674246 11.903511561453344 8.782698802649973 5.1327590793371192 4.2482575923204422 12.992462974041699 17.030372120440006 7385.6325288712978 2.9362798109650612 3.0837185010313988 leaf_count=23 21 34 37 28 19 32 44 61 60 30 22 67 74 26427 20 18 internal_value=4.37487e-05 5.27997e-05 0.00789751 -0.007378 3.44489e-05 5.77632e-05 -0.00395787 0.00122034 -0.00800955 -0.0148002 0.0232351 3.75555e-05 -0.00592331 5.66695e-05 -0.0139016 -0.0228167 internal_weight=7498.48 7489.35 17.4786 9.13349 7471.87 7428.49 43.3807 29.3591 20.6862 14.0217 8.67288 7422.35 23.7243 7398.62 6.22532 8.8889 internal_count=27017 26948 71 69 26877 26623 254 162 121 92 41 26591 97 26494 48 62 is_linear=0 shrinkage=0.03 Tree=557 num_leaves=28 num_cat=0 split_feature=5 13 13 0 4 13 7 6 12 4 4 11 5 11 5 12 4 3 2 8 5 8 8 11 6 0 4 split_gain=0.895514 2.41849 2.70262 3.00177 2.99781 4.02934 4.16267 2.47946 3.129 2.26492 3.54292 1.759 1.74175 1.71881 4.4689 2.47114 1.3695 1.36265 1.23921 2.71517 5.78046 3.07728 2.1998 3.74539 3.45936 0.950891 0.00238977 threshold=0.99000000000000021 4.7000000000000011 2.5000000000000004 525.00000000000011 1.8300000000000005 2.3000000000000007 0.90000000000000013 1.3 1.1000000000000003 1.8750000000000002 1.4750000000000008 -0.66666666666666619 0.81000000000000016 -0.83333333333333315 0.92500000000000027 1.1000000000000003 0.53500000000000014 1.0000000180025095e-35 0.90000000000000013 3.3000000000000003 1.1950000000000005 3.5000000000000004 3.1000000000000005 -1.0000000180025095e-35 2.9000000000000004 475.00000000000006 1.9650000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 13 7 6 -6 8 -1 10 -5 -9 -3 14 -4 -15 -2 -18 19 20 -19 -21 23 -20 -24 -14 -11 right_child=16 12 3 9 5 -7 -8 11 -10 26 -12 -13 25 15 -16 -17 17 18 22 21 -22 -23 24 -25 -26 -27 -28 leaf_value=0.016107700234804685 -0.011319855898929823 0.0017326537768724047 0.017437230279628357 -0.0058428728717294003 0.014577975360302297 0.032679891132100257 -0.017755416301190912 -0.0030459939174895196 -0.0048370078242729415 -0.023155097746904739 0.0082824288895676484 -0.018788167292001084 -0.0095174431037161646 0.012610264812456563 -0.0028816226717106089 0.00038615620945559915 -0.012823679540222446 0.0072339992266363265 0.0051383383882507364 0.0063845971115616355 -0.0034434400074156652 0.0008684671063793419 -0.00042909993063956422 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0.00116419 -0.000160369 0.00190437 -0.00034357 -0.0170825 -0.0224808 internal_weight=7896.52 509.41 488.665 331.507 157.157 18.7185 14.4129 138.439 109.912 96.0991 90.6225 28.527 20.7456 235.408 39.342 196.066 7387.11 7377.6 7370.24 2136.23 342.232 1794 5234.01 426.555 4807.45 14.3392 5.47655 internal_count=27017 2137 2051 1337 714 140 108 574 472 412 365 102 86 925 150 775 24880 24853 24814 6420 991 5429 18394 1304 17090 61 47 is_linear=0 shrinkage=0.03 Tree=558 num_leaves=31 num_cat=0 split_feature=7 11 10 5 3 5 10 11 6 13 2 3 0 4 5 4 7 13 9 13 8 13 3 5 11 6 5 9 5 0 split_gain=0.877495 2.17231 2.74824 2.56914 3.79121 3.20477 2.55973 1.9807 1.89599 1.74396 1.73946 0.982275 4.41269 2.9376 3 5.47409 3.95585 2.46384 3.45281 1.14549 2.21556 2.21192 2.90061 5.70854 4.59758 2.18567 2.40138 2.13853 2.76693 2.4405 threshold=0.3000000000000001 -0.83333333333333315 -0.83333333333333315 2.1050000000000009 0.90000000000000013 2.2350000000000008 0.83333333333333337 0.50000000000000022 1.5000000000000002 0.90000000000000013 1.3 0.3000000000000001 200.00000000000003 0.93000000000000027 1.0250000000000006 1.0650000000000006 2.3000000000000003 2.5000000000000004 4.3000000000000016 1.3000000000000003 2.7000000000000006 1.7000000000000004 1.3 1.0950000000000004 -1.0000000180025095e-35 0.3000000000000001 1.6900000000000006 7.9000000000000012 2.4050000000000007 525.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 10 -5 9 -8 -7 -6 -3 12 17 -14 16 -16 -15 -2 -19 20 -13 22 24 -24 -21 26 -23 28 -22 -29 right_child=11 3 -4 5 6 8 7 -9 -10 -11 -12 19 13 14 15 -17 -18 18 -20 21 27 25 23 -25 -26 -27 -28 29 -30 -31 leaf_value=0.0076963222600460119 0.0027790256592831551 0.0012068242200221849 -0.017023659658319579 0.024629326892655307 0.0096456962433807761 0.007653364896746763 -0.024549142841784617 -0.0031562702858931395 -0.016428178232053066 -0.004960069561830734 0.020092408245964817 -0.014322175805020342 0.025619235021685782 -0.0055881860724961031 -0.017734429064407746 0.011116225174730047 0.015604902610703233 -0.0017439474331349826 -0.026462657806041893 0.004726406807679797 0.0025220233625035181 0.0031312340202035204 0.019322187825146827 -0.0042682925712826591 -0.0030322238033570724 1.9410765048604216e-05 0.020681658693878766 -0.022325709624214488 0.021680306451219145 0.003469385512587444 leaf_weight=5.3441554605960873 13.367207467555998 9.8342422991991061 16.683875914663076 7.3986625969409969 8.5707453936338407 9.4115929603576642 10.042810052633287 6.3630611002445212 4.2808192819356909 51.974944859743118 7.9276424050331107 7.3119038939476004 5.9338152706623069 40.998034834861755 6.5792334377765647 58.975999042391777 9.8266423940658552 10.428688645362856 9.927074730396269 125.88328902423382 228.96227060258389 32.344443596899509 9.4911331534385663 338.09447390586138 151.42383440583944 7861.5662380792201 8.9604625254869443 6.5452681481838209 6.9918430596590033 6.6597616821527481 leaf_count=18 37 29 69 26 28 38 33 21 26 184 22 23 17 121 18 174 32 29 28 369 689 111 28 1073 442 23235 28 23 25 21 internal_value=-1.55889e-05 -0.00239104 -0.0110264 -0.000748438 -0.00285705 0.00872067 -0.00574068 -0.0162519 0.00012447 -0.0028925 0.00963601 2.10335e-05 0.00238043 0.00502945 0.00397964 0.00822072 -0.00149063 -0.0072276 -0.0137987 -2.08771e-05 0.00195456 -8.02881e-05 -0.0017985 -0.00362413 0.000489799 5.5574e-05 0.00693853 0.00243222 0.00308973 -0.00931633 internal_weight=9078.1 137.833 22.028 115.805 94.7134 21.0911 76.9516 16.4059 13.6924 60.5457 17.7619 8940.27 156.037 122.314 116.38 65.5552 50.8247 33.723 20.3558 8784.23 256.471 8527.76 624.893 347.586 277.307 7902.87 41.3049 249.159 235.954 13.205 internal_count=27017 494 87 407 317 90 266 54 64 212 51 26523 456 362 345 192 153 94 57 26067 781 25286 1912 1101 811 23374 139 758 714 44 is_linear=0 shrinkage=0.03 Tree=559 num_leaves=31 num_cat=0 split_feature=9 5 2 7 4 5 2 4 8 2 8 4 10 6 4 8 7 5 8 0 0 12 8 13 3 3 6 4 8 9 split_gain=0.565398 2.9521 2.37089 5.24284 3.66685 2.46769 1.88269 2.16047 3.28014 4.0534 4.935 2.99199 2.9034 4.58759 2.83239 2.71463 4.79843 2.53929 2.20082 1.98471 2.33803 1.42205 2.39175 1.41415 1.37855 2.61669 3.78915 3.15862 2.49458 5.77663 threshold=5.3000000000000016 2.225000000000001 1.1000000000000003 0.70000000000000007 1.3650000000000009 2.2850000000000006 3.5000000000000004 2.0250000000000008 5.3000000000000016 1.9000000000000001 8.3000000000000025 2.055000000000001 1.8333333333333339 1.7000000000000004 1.5250000000000006 6.3000000000000016 1.3 0.89000000000000024 4.7000000000000002 350.00000000000006 725.00000000000011 5.1000000000000005 6.1000000000000005 2.1000000000000005 2.3000000000000003 2.1000000000000005 2.3000000000000003 1.8900000000000006 3.5000000000000004 4.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 12 19 10 -10 -11 15 14 -14 17 -17 -2 -15 -9 -21 22 -6 -8 25 -1 27 -27 29 -26 right_child=6 2 4 5 21 -7 23 8 9 11 -12 -13 13 18 -16 16 -18 -19 -20 20 -22 -23 -24 -25 28 26 -28 -29 -30 -31 leaf_value=0.0001513535979993335 -0.013020178476097728 0.03520229269902761 -0.019764870855720582 0.018901364542692208 0.0033250177757753407 -0.0069855903265931907 -0.022756535363945424 -0.016727109124466781 0.013311413080119525 0.016490705099946656 -0.0084612469519574907 -0.00050247005210032371 0.019912796729323719 0.0031299804308786306 0.0047080703477353223 -0.006016758660272699 0.0013862852493717963 -0.00018141801187656996 -0.022290200657969023 0.0029812223351811337 -0.013649219826432303 -0.006048755117598387 0.025482662004515357 -0.0012723190874655561 -0.0046871376805170256 0.0048446515204046484 0.020829386225312461 -0.0077870887651909472 -0.0035010836230093489 0.02102846993443425 leaf_weight=4109.0701119825244 13.948152512311934 7.5215441733598736 5.656899809837344 5.748946934938429 12.974866405129438 7.8252129629254341 5.8496892563998681 9.5830145180225355 60.155489981174469 10.173492044210432 11.097775906324385 111.82134980708361 17.449309319257736 5.8195949345827085 29.956499055027962 203.95370603352785 128.4120669811964 2315.2708082050085 6.4766303300857544 28.363164454698563 10.397261217236517 5.8442784771323195 6.6221313029527655 5.216182142496109 19.922741010785103 111.94807766377926 11.435805991291998 21.188193686306477 185.6867583617568 12.986504942178724 leaf_count=14652 55 26 25 19 47 32 43 37 229 38 53 496 58 20 108 795 504 8248 23 108 46 24 22 36 71 376 36 84 660 46 internal_value=4.31027e-05 0.000254305 0.00734775 0.0151109 0.00208156 0.00397809 -0.000278212 -0.000232082 0.00248676 0.00423515 0.0099203 0.000914638 -0.000473457 0.00606934 0.0103047 -0.000620218 -0.00315654 -0.000258301 -0.0102593 -0.00450224 -0.0014798 0.00693914 0.0108124 -0.0126294 0.00017152 0.000290922 0.00425778 0.00283435 -0.00215191 0.00546064 internal_weight=7498.38 4524.43 52.1939 21.0957 31.0982 13.5742 2973.94 2962.88 241.592 193.248 71.2533 121.995 2721.29 59.702 47.4058 2661.58 332.366 2329.22 12.2962 48.3434 38.7604 25.4413 19.597 11.0659 4472.24 4253.64 144.572 133.136 218.596 32.9092 internal_count=27017 16120 195 77 118 51 10897 10818 1007 816 282 534 9811 209 166 9602 1299 8303 43 191 154 93 69 79 15925 15148 496 460 777 117 is_linear=0 shrinkage=0.03 Tree=560 num_leaves=20 num_cat=0 split_feature=4 8 11 12 4 10 13 2 5 8 6 9 9 8 8 8 5 9 11 split_gain=0.888587 1.33718 1.86345 1.17792 1.18992 1.52634 2.31746 1.13327 1.8418 1.07382 0.956688 3.11485 2.4453 0.867745 0.844629 1.02399 0.331545 0.228493 0.188106 threshold=2.7150000000000003 8.5000000000000018 0.50000000000000022 6.5000000000000009 2.5850000000000013 1.1666666666666672 2.1000000000000005 3.5000000000000004 1.3850000000000005 7.1000000000000005 1.1000000000000003 9.5000000000000018 9.9000000000000021 8.3000000000000025 6.7000000000000002 7.3000000000000016 1.7950000000000002 5.3000000000000016 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 14 4 7 6 -6 10 -9 -4 12 -12 -1 -8 -2 -16 -3 -17 -10 right_child=1 16 9 -5 5 -7 13 8 18 -11 11 -13 -14 -15 15 17 -18 -19 -20 leaf_value=-0.00046243868828540542 -0.022359159436679769 -0.0096406976784445767 -0.0010390139537408902 0.011888382260977179 0.013962822590178267 0.019425614123011022 -0.021931160531699145 0.0060390461717941763 -0.01348670589793281 0.020066681477521685 0.00014703090741235734 0.0099844267778681564 -0.01664255433033544 0.0021045758521974272 0.0099491153659943907 -0.02178009571618603 -0.024114527998794415 -0.0069186713665333553 -0.023367307579963775 leaf_weight=2393.0509788580239 3.5718363858759457 2.4138872381299725 4.920639753341673 7.4871905744075766 6.1881551221013087 6.4096395373344413 3.4705613628029823 4.2543977089226228 3.1223717778921127 3.8805675767362118 5403.4536094143987 29.124211758375168 8.4360662996768934 2.2143280655145645 2.6895808391273022 1.8605437316000464 3.4745955504477024 1.8638457208871839 3.9002821333706379 leaf_count=9066 32 31 26 26 38 31 35 38 23 23 17415 86 26 16 18 22 21 19 25 internal_value=-2.30101e-05 -0.00570707 -0.00179725 -5.19091e-06 -1.65151e-05 0.0076281 0.00125923 -3.433e-05 -0.0095377 0.00826676 -2.065e-05 0.000199769 -0.000519277 -0.012569 -0.0106674 -0.00415643 -0.0181812 -0.0143428 -0.0189743 internal_weight=7895.79 24.6755 18.787 7871.11 7863.62 18.2827 11.873 7845.34 11.2771 8.80121 7834.06 5432.58 2401.49 5.68489 9.98581 6.41397 5.88848 3.72439 7.02265 internal_count=27017 192 140 26825 26799 120 89 26679 86 49 26593 17501 9092 51 91 59 52 41 48 is_linear=0 shrinkage=0.03 Tree=561 num_leaves=31 num_cat=0 split_feature=13 3 6 11 9 11 12 4 4 11 5 5 8 9 4 4 6 11 11 9 5 6 5 10 5 4 7 4 4 12 split_gain=0.852697 3.54373 2.36894 3.32833 2.7842 2.39355 2.32483 2.53533 5.003 3.00355 2.4988 3.77577 2.58427 2.47737 3.14873 2.16531 2.13477 2.21204 3.81265 2.58532 3.76578 2.58595 2.20947 2.03333 2.03165 3.04815 1.70792 1.4678 1.31927 3.23096 threshold=1.7000000000000004 0.90000000000000013 1.1000000000000003 1.1666666666666672 2.7000000000000006 0.83333333333333337 1.5000000000000002 1.2950000000000006 1.2250000000000005 -0.66666666666666619 1.1850000000000007 1.2250000000000008 6.9000000000000012 5.5000000000000009 1.2950000000000006 1.5550000000000008 0.70000000000000007 -1.8333333333333328 -1.1666666666666663 3.1000000000000005 0.81000000000000016 0.3000000000000001 1.7500000000000007 -0.66666666666666663 2.1050000000000009 1.8900000000000006 1.1000000000000003 1.3850000000000007 2.5350000000000006 3.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 4 5 -3 15 13 8 9 -8 12 -12 -9 14 -1 -4 17 -2 22 20 -20 -21 23 -19 26 -26 -6 -5 -18 -30 right_child=16 2 3 27 24 -7 7 10 -10 -11 11 -13 -14 -15 -16 -17 28 18 19 21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.00030068979230982829 0.015818202852125301 0.012019074124472829 -0.011956910835925896 0.01964505402687361 -0.0015550645512980032 -0.025246887110526764 -0.0090483363751033951 -0.0054766270848035179 0.031742514565614409 0.013066007230549685 0.027734679720825394 0.0039532524811994795 0.011962393718703817 0.0077350304075279779 -0.023245551679386293 0.00063243926039446591 -8.6234196061352295e-05 -0.024179371469858733 0.017954881859858315 0.010427459815232539 -0.0087526704442998666 0.0022123724715201742 0.0062496306287149767 -0.0065978308087089651 -0.0017304123665889432 0.0090744286209167909 -0.0068066180713077908 -0.0011669701494007422 -0.014646885762518335 0.0068672327866445984 leaf_weight=12.699119389057161 9.9958752542734128 14.095567464828489 34.360806696116924 5.0817444622516614 554.94212563335896 7.7936773598194113 8.7569963634014112 43.128422744572163 8.4903163313865644 14.988249719142916 6.7148712128400794 57.125918388366699 9.2962805628776533 10.403605550527571 9.3430053740739805 19.147688083350658 7443.5620209500194 8.0424374639987963 5.5070234462618819 37.26446970552206 34.632851183414459 462.46042343229055 8.2667229324579221 22.435120232403278 59.107289038598537 39.005514562129974 61.958769991993904 7.6277827322483063 7.1147688180208197 53.701062403619289 leaf_count=35 30 42 130 20 1663 28 24 129 23 41 22 172 35 30 26 61 21958 23 21 125 108 1384 25 68 240 116 185 25 28 200 internal_value=-1.52148e-05 -0.000849065 -0.00170359 -0.00681751 -0.00118448 -0.00971426 0.00294368 0.00453316 0.0119776 0.00491047 0.00246914 0.00645462 -0.00238423 -0.00433122 -0.0100263 -0.00745189 8.61774e-05 0.00182593 0.00158421 0.00223659 -0.00508851 0.00282497 -0.00750615 -0.0112373 -0.00144477 0.00256514 -0.00208251 0.00715446 -5.02801e-05 0.00435032 internal_weight=9077.05 984.068 803.121 74.0117 729.109 61.3022 180.947 148.501 32.2356 23.7452 116.265 63.8408 52.4247 32.4457 22.0421 53.5085 8092.98 588.605 578.609 539.865 40.1399 499.725 38.7443 30.4776 715.014 98.1128 616.901 12.7095 7504.38 60.8158 internal_count=27017 3047 2510 264 2246 219 537 446 88 65 358 194 164 91 61 191 23970 1784 1754 1638 129 1509 116 91 2204 356 1848 45 22186 228 is_linear=0 shrinkage=0.03 Tree=562 num_leaves=29 num_cat=0 split_feature=2 9 4 0 12 4 10 3 7 7 4 13 13 11 9 4 4 10 12 11 8 7 11 10 2 4 3 6 split_gain=0.573157 5.26849 3.89368 4.1798 5.73792 3.75346 3.07572 3.02609 2.38507 1.20335 1.18616 2.56017 6.08632 4.46723 2.37309 1.09166 2.27396 2.22516 2.57709 2.24379 1.02234 0.812937 4.77592 0.830251 0.491563 0.168237 0.00388644 0.000617628 threshold=2.9000000000000004 7.7000000000000002 2.5450000000000008 925.00000000000011 4.5000000000000009 2.725000000000001 -1.8333333333333328 0.90000000000000013 1.7000000000000004 1.1000000000000003 2.6350000000000011 2.3000000000000007 1.9000000000000001 0.33333333333333326 4.9000000000000012 2.3550000000000009 2.3750000000000009 -1.1666666666666663 3.9000000000000008 1.5000000000000004 0.70000000000000007 1.0000000180025095e-35 -0.83333333333333315 -0.33333333333333331 2.5000000000000004 2.2350000000000008 1.9000000000000001 1.1000000000000003 decision_type=2 2 2 2 2 2 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 26 -2 -8 9 -7 15 12 13 -12 -13 20 24 18 -18 -19 -1 22 -22 -23 -17 -3 27 -4 right_child=1 25 5 4 -6 8 7 -9 -10 -11 11 14 -14 -15 -16 16 17 19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 leaf_value=-0.011759247682774303 0.024068083477549011 -0.025069583818919022 -0.021940198528042968 0.05264930365014879 0.0057313913377553712 0.0021484988763077889 -0.0089505485572831944 0.0054629513599317604 0.015627242114591409 -0.01858111310394793 0.021211619136493484 0.0076924499283355756 0.042984049035955194 -0.019633697736023869 -0.018942671206088318 -0.023976479834079779 -0.0014046658491062068 -0.0024392777266457736 0.028257290087110875 -0.025451537329206499 0.015707092151865373 -0.00035786280963677518 -0.014257456610881887 0.00030256809845151503 -0.0098064315609986252 -0.016517120621127892 -0.023548779659537562 -0.022550356333630828 leaf_weight=6.6254643201827994 6.5002219453454009 4.4764385521411878 3.9881880320608634 3.9689251855015737 5.7369602508842945 5.3519369363784808 16.300224386155605 66.97064146399498 6.5460188277065745 4.7634967155754566 4.9470366016030329 7.0283092185854894 4.6878531947731963 4.6988812834024429 5.2664152160286903 5.0953496024012548 6.530685327947138 45.296202946454287 4.4205452799797058 4.1638944745063773 6.7419634386897114 2783.445569448173 16.511344194412231 4455.3214378207922 3.8819645084440708 3.8507918789982796 2.5792611539363861 2.3865639418363571 leaf_count=29 27 20 36 26 28 27 93 304 35 28 23 35 20 20 28 27 34 237 18 18 23 9995 72 15737 22 22 16 17 internal_value=4.23701e-05 0.00199109 0.00352921 0.00621502 0.024917 -0.00690107 0.00419299 0.00264152 0.0015175 -0.00761336 7.0667e-06 0.00632729 0.0149424 0.00131436 -0.00371664 -1.58683e-05 -0.00376092 -0.00166737 0.0105686 -0.00437661 1.98831e-05 3.06297e-05 -0.00556966 4.86197e-05 -0.0178491 -0.0211146 -0.0225662 -0.0221686 internal_weight=7498.08 133.42 125.092 99.477 9.70589 25.6155 89.7711 83.2709 16.6615 10.1154 7364.66 26.6285 14.3338 9.64592 12.2947 7338.03 69.3886 60.4113 10.9512 49.4601 7268.65 7262.02 23.2533 7238.77 8.97731 8.32723 8.95401 6.37475 internal_count=27017 679 637 478 54 159 424 397 90 55 26338 126 63 43 63 26212 356 307 52 255 25856 25827 95 25732 49 42 69 53 is_linear=0 shrinkage=0.03 Tree=563 num_leaves=23 num_cat=0 split_feature=3 6 5 0 0 7 2 9 12 7 5 6 9 9 13 10 0 2 11 0 4 5 split_gain=0.864462 2.06668 0.948725 3.79907 1.82357 2.73063 2.32843 1.72998 2.90029 2.73615 0.96624 0.91377 2.83552 2.60643 2.58986 2.85528 2.43816 5.22189 3.69646 1.84746 2.57865 1.70229 threshold=1.0000000180025095e-35 1.5000000000000002 0.76500000000000024 350.00000000000006 575.00000000000011 2.1000000000000005 1.3 1.7000000000000004 2.5000000000000004 1.5000000000000002 0.74500000000000033 1.1000000000000003 9.5000000000000018 9.7000000000000011 3.1000000000000005 1.0000000180025095e-35 575.00000000000011 0.90000000000000013 1.1666666666666672 925.00000000000011 1.5350000000000008 0.78500000000000025 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 7 5 10 -6 -2 9 -9 -5 13 19 16 15 -14 18 -18 -4 21 -21 -13 right_child=2 -3 11 4 6 -7 -8 8 -10 -11 -12 12 14 -15 -16 -17 17 -19 -20 20 -22 -23 leaf_value=-0.019568851560902729 -0.0074983711463430169 0.0067136736734173834 -0.00038548287096025789 -0.021150618820859196 0.010734154246790074 0.0073898415609517844 -0.016534619188396438 -0.01249598351056941 0.027214165463466885 0.010729865272935974 -0.0079008552151152364 0.010249892715370357 0.02527812095013247 -0.015078959722374004 -0.0045556517167129069 0.0032492130342293524 0.0088545518598088045 0.00014319175007054328 -0.0045030269704787419 0.0045174246401297833 -0.012125448558263767 0.0002051217929086396 leaf_weight=6.3465600721538049 8.7546355351805669 4.6769600883126259 1741.8264768272638 17.872282646596439 7.4381078928709012 4.734922729432582 4.53739083558321 6.9926289767026963 5.5186187550425521 13.149078696966169 6.8528248146176329 15.227908022701738 11.410489037632948 10.932327434420584 8.4729533791542035 9.8812344968318921 74.611364096403122 364.35216786712408 221.13589458912611 12.698838993906973 24.629098959267139 5312.9476313516498 leaf_count=38 35 21 6278 88 32 24 35 29 25 55 30 55 35 35 24 29 247 1891 768 52 169 17022 internal_value=-2.27472e-05 -0.00841794 -1.10089e-05 -0.00334998 -0.0094688 -0.0134814 0.000402302 0.00401707 0.00794583 0.00266651 -0.0174783 2.14269e-05 0.00023846 -0.000463869 0.00947237 0.0150548 -0.000397349 0.00162388 -0.000849341 0.000187236 -0.0064636 0.00023383 internal_weight=7895 11.0235 7883.98 75.8505 41.4355 29.46 11.9755 34.415 25.6603 20.1417 24.7251 7808.13 5395.27 2412.86 29.7647 21.2917 2401.93 438.964 1962.96 5365.5 37.3279 5328.18 internal_count=27017 59 26958 353 209 142 67 144 109 84 118 26605 17386 9219 88 64 9184 2138 7046 17298 221 17077 is_linear=0 shrinkage=0.03 Tree=564 num_leaves=31 num_cat=0 split_feature=9 4 3 9 10 8 10 6 3 5 10 0 2 8 8 10 11 6 9 5 8 10 13 4 11 0 4 10 8 7 split_gain=0.851133 1.68321 2.11258 1.73169 3.8801 4.22408 4.913 3.60972 4.95787 3.02397 2.95467 2.75615 3.35842 3.10644 2.53635 1.63625 1.58424 1.39094 2.45448 2.94682 3.12246 2.44134 2.36961 2.12894 1.56056 4.11102 3.58092 1.73646 3.38743 2.51414 threshold=6.3000000000000016 0.81500000000000028 1.5000000000000002 6.7000000000000002 0.33333333333333326 4.5000000000000009 -0.49999999999999994 1.9000000000000001 0.70000000000000007 0.97000000000000031 -0.83333333333333315 475.00000000000006 0.3000000000000001 4.3000000000000016 3.7000000000000006 -3.1666666666666661 1.0000000180025095e-35 2.3000000000000003 4.7000000000000002 1.8250000000000002 4.5000000000000009 -1.4999999999999996 3.9000000000000008 0.82000000000000028 1.1666666666666672 925.00000000000011 1.2450000000000008 -0.83333333333333315 5.7000000000000002 0.3000000000000001 decision_type=2 2 2 2 2 2 2 2 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 4 5 10 -7 8 -6 -5 -3 13 -13 -11 -9 -1 -4 24 19 22 -21 -20 -19 -23 27 26 -26 28 -17 -29 right_child=1 3 16 9 7 6 -8 14 -10 11 -12 12 -14 -15 -16 17 -18 18 21 20 -22 23 -24 -25 25 -27 -28 29 -30 -31 leaf_value=-0.013598201747932002 -0.017643896833763783 -0.01613763044463639 0.012127700411572493 -0.022737090759296464 -0.015550953614502679 0.0043655560891409095 -0.0056709928745654042 -0.0037121295765685748 0.0014414603550939617 0.0055269843481645566 -0.0055478973877045 -0.019172303214161517 -0.00090706773863379064 0.00035548462019831744 0.015695462090709395 0.002168791714912612 -0.0092974485781359539 -0.0036853106531647565 -0.016868359615992524 -0.00094593639287120831 0.023485723815754461 -0.019201889900190772 0.0017380317484532561 -0.0023800857241880252 -0.0023121266869013742 0.019210076370200342 0.0025967301919466728 -0.0059932091822868152 -0.0013729132972638313 -6.600715957448704e-05 leaf_weight=7.8193679898977271 11.727878868579866 33.873025052249432 5.5041928440332395 5.1742353588342658 17.483805164694786 77.596969746053219 101.06855382025242 8.1947765424847621 133.07904679328203 146.85042204707861 79.055374547839165 9.2130216434597951 545.42384652420878 362.80810432136059 23.269977428019047 834.181675568223 7.1292509585618973 115.8500133305788 11.796619266271589 8.9430887699127215 9.9415410757064802 6.9790601283311835 193.80879467725754 227.24795127660036 182.04587840288877 11.72408267855644 504.0800184905529 65.249767251312733 342.97430901229382 4985.9166234731674 leaf_count=23 40 107 23 15 51 241 308 28 415 495 263 35 1808 1140 75 2381 29 348 42 32 30 24 551 715 557 42 1479 223 1037 14460 internal_value=-1.47214e-05 -0.00065057 -0.00847475 -0.000527047 -0.00203723 -0.00418262 -0.00131198 0.00139952 -0.000531749 0.000141747 -0.0087243 0.000252976 -0.00121047 0.00184557 0.0106409 0.000118015 3.7152e-05 0.000132314 -0.00128609 0.000410683 0.0119158 -0.00355198 -0.000290957 -0.00288131 0.000249979 0.00159528 0.00129429 9.92451e-05 0.00113689 -0.000142573 internal_weight=9076.01 1567.45 24.3613 1543.09 473.622 291.594 178.666 182.028 150.563 1069.47 112.928 1064.3 554.637 509.659 31.4648 7508.56 12.6334 7500.74 574.567 328.543 18.8846 246.024 309.659 234.227 6926.17 697.85 686.126 6228.32 1177.16 5051.17 internal_count=27017 5073 92 4981 1488 919 549 569 466 3493 370 3478 1843 1635 103 21944 52 21921 1742 961 62 781 899 739 20179 2078 2036 18101 3418 14683 is_linear=0 shrinkage=0.03 Tree=565 num_leaves=23 num_cat=0 split_feature=5 6 9 6 8 3 5 9 7 12 8 4 3 10 4 5 5 13 5 4 13 4 split_gain=0.563431 2.18193 1.27472 2.20091 1.69411 1.02849 2.16314 2.62341 2.63017 2.19304 1.40586 1.16338 1.01293 3.26166 3.87145 2.953 2.86581 0.737653 1.75305 0.716702 4.31672 4.08067 threshold=2.8250000000000006 0.70000000000000007 6.9000000000000012 1.9000000000000001 5.1000000000000005 3.3000000000000003 2.1050000000000009 5.5000000000000009 0.90000000000000013 5.5000000000000009 4.9000000000000012 1.5050000000000006 2.9000000000000004 -1.4999999999999996 1.2550000000000006 1.9500000000000004 1.8100000000000005 0.70000000000000018 1.6250000000000002 1.2550000000000006 1.5000000000000002 1.3650000000000009 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 -3 4 -4 12 11 8 -8 10 -9 -7 17 -14 16 -16 -15 18 -1 20 -19 -21 right_child=1 2 3 -5 -6 6 7 9 -10 -11 -12 -13 13 14 15 -17 -18 19 -20 21 -22 -23 leaf_value=-0.020099975701303376 0.023755561940139822 -0.0095359600735718409 0.021292571804394152 -0.010199446321887452 -0.00018271746508148691 -0.023823377044151696 0.020222388287521702 -0.0044763696819280011 -0.0045701650255901699 0.0071118859743967786 -0.020685128884609869 -0.0039026018514998371 0.023058396951607569 -0.0070860115710417631 -0.01331248399425552 0.0011852136583643882 0.016658593379284357 -0.0061680702297324799 0.0034998191921130502 0.0020134923494159549 -0.00011998980272426642 -0.00019044094073300216 leaf_weight=5.3586346060037595 4.3569252640008953 7.6010946407914188 7.4152610749006289 5.9601537659764281 5.965813048183918 6.6773497462272626 8.3482483774423581 10.312012262642389 7.1489082127809516 7.4473567083477965 9.0361150279641134 4.3620736747980118 6.7863626927137366 5.8651562333107021 15.979774489998816 60.58584276586771 20.791489526629448 111.31267100572586 6.0099827349185944 936.34288182854652 2316.4546078443527 3927.7723000571132 leaf_count=23 14 36 30 28 28 34 36 50 32 37 46 20 22 20 60 233 79 380 23 3175 7865 14746 internal_value=4.18016e-05 0.00405847 0.000873196 0.00496399 0.011718 2.49641e-05 -0.00412621 -0.0010394 0.00878547 -0.00672161 -0.0120463 -0.015952 5.48283e-05 0.0029121 0.00158757 -0.00184056 0.0114342 1.17894e-05 -0.00762402 2.36942e-05 -0.000397293 0.000233817 internal_weight=7497.89 31.2992 26.9423 19.3412 13.3811 7466.59 53.3321 42.2926 15.4972 26.7955 19.3481 11.0394 7413.26 110.009 103.222 76.5656 26.6566 7303.25 11.3686 7291.88 2427.77 4864.12 internal_count=27017 136 122 86 58 26881 255 201 68 133 96 54 26626 414 392 293 99 26212 46 26166 8245 17921 is_linear=0 shrinkage=0.03 Tree=566 num_leaves=31 num_cat=0 split_feature=7 9 8 11 10 0 13 0 11 2 9 0 4 8 8 12 9 3 11 4 9 11 5 4 12 7 5 9 5 7 split_gain=0.861948 2.62466 3.20003 2.85538 3.5815 3.73623 3.47541 2.66966 4.44279 2.49214 2.33496 2.72524 3.37306 4.81921 3.28898 2.51792 2.36001 2.2332 2.89729 2.39576 1.84927 2.58495 2.40756 2.29587 2.26174 2.00902 1.8572 1.84992 2.94591 2.20097 threshold=2.1000000000000005 3.5000000000000004 3.1000000000000005 0.33333333333333326 -0.83333333333333315 200.00000000000003 4.3000000000000016 475.00000000000006 0.83333333333333337 0.70000000000000007 6.5000000000000009 350.00000000000006 2.0250000000000008 7.5000000000000009 2.7000000000000006 2.7000000000000006 8.1000000000000014 0.90000000000000013 0.33333333333333326 1.2450000000000008 2.1000000000000005 -0.66666666666666619 0.67500000000000016 1.1250000000000007 1.5000000000000002 1.7000000000000004 1.1250000000000007 2.3000000000000003 1.2050000000000007 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 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 -2 4 6 -6 -4 8 -5 -9 11 14 13 -13 -3 -16 17 19 -19 -12 21 -1 24 -23 -22 26 -25 28 29 -24 right_child=1 10 3 7 5 -7 -8 9 -10 -11 16 12 -14 -15 15 -17 -18 18 -20 -21 22 23 27 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.018397093617925131 -0.010440735162600115 0.012696304738865287 -0.015848647056431148 -0.0062393178265489216 0.030025306433252647 0.0080680879623217568 0.012969238373973241 -0.027211861405971781 0.022237974938949655 -0.0034568107513055814 0.0097464955069588837 -0.00087359718669201779 -0.012740750459018247 0.024968968354441446 -0.0040872672674059866 -0.012195461319451248 -0.0099760045192763807 0.0036718718502225978 0.020059212894992292 -0.015433796159259425 0.0068761968536925951 0.0067888253053317252 0.027143576154075488 -0.025136545743434088 -0.020580121588605466 0.007412996424846106 -0.00075705886587510492 0.00010650665192560038 -0.0038864877446074882 0.0067056744235056169 leaf_weight=11.365656502544878 15.107350081205366 8.2950704693794233 10.055164575576784 10.638286143541338 7.9521235525608054 56.740091744810343 6.0220726728439322 4.738135218620303 9.1899375021457654 24.667809318751097 5.8827707171440116 337.92388085275888 21.073853809386492 6.621786341071128 107.69326578825712 50.695804230868816 10.196083724498747 30.141132846474648 14.324659027159212 8.0598515644669515 3.7889230698347083 15.002920612692835 7.5852773413062122 7.4243467822670954 9.3974278420209867 4.6090714968740931 4.5270024240016937 7058.6769456639886 13.115944493561981 12.652388278394936 leaf_count=49 59 26 50 44 30 237 23 17 35 115 18 1282 165 32 407 223 33 100 48 33 17 52 28 36 53 22 18 23664 48 53 internal_value=-2.27779e-05 -0.000993132 0.00262794 0.00414661 0.00761785 0.0107671 -0.00505429 -0.00154802 0.00695927 -0.00728443 -0.00186757 -0.00253893 -0.00108957 -0.000376932 -0.00571808 -0.00668247 0.0033415 0.00566627 0.00895106 -0.00480955 7.84935e-05 -0.00612932 0.000116 -0.00171181 -0.0126909 -0.00941296 -0.0159019 0.000139813 0.00718841 0.014366 internal_weight=7894.17 746.019 145.111 130.004 80.7695 64.6922 16.0772 49.2342 19.8282 29.4059 600.908 532.304 365.62 344.546 166.684 158.389 68.6045 58.4084 44.4658 13.9426 7148.15 42.929 7105.22 31.5633 13.1864 16.5604 11.9513 7092.03 33.3536 20.2377 internal_count=27017 2977 610 551 340 267 73 211 79 132 2367 2135 1479 1314 656 630 232 199 148 51 24040 177 23863 128 70 76 54 23793 129 81 is_linear=0 shrinkage=0.03 Tree=567 num_leaves=24 num_cat=0 split_feature=8 2 4 4 0 10 2 5 0 2 9 9 12 8 3 0 8 5 3 9 12 2 5 split_gain=0.846569 3.53585 1.14468 5.28243 1.8756 3.27724 4.09235 2.91084 2.28608 2.2616 1.73997 1.70216 1.59772 3.35609 1.49387 3.52964 2.67799 1.1956 1.09571 2.10727 1.0999 2.89882 2.50587 threshold=10.100000000000001 1.7000000000000004 2.3450000000000011 2.3750000000000009 525.00000000000011 0.50000000000000022 2.9000000000000004 2.0250000000000008 350.00000000000006 2.7000000000000006 5.9000000000000012 6.5000000000000009 4.9000000000000012 8.3000000000000025 2.1000000000000005 875.00000000000011 5.5000000000000009 1.4150000000000007 1.0000000180025095e-35 4.7000000000000002 4.700000000000002 1.5000000000000002 2.8950000000000009 decision_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 12 10 5 6 -5 11 -7 -9 17 -6 18 14 16 -16 -14 -4 19 -1 22 -22 -20 right_child=1 -3 3 4 7 8 -8 9 -10 -11 -12 -13 13 -15 15 -17 -18 -19 20 -21 21 -23 -24 leaf_value=-0.0010337336133657848 0.0099591632673257276 -0.019697796591653136 0.011572568435475512 -0.012125176944048285 -0.00064871363266221828 0.011438920014663465 0.0070250414773203118 0.025737289125658275 -0.0038379658073475118 0.0030934253110484599 0.0021843737428598599 0.012912014857000853 -0.0079863636138362334 0.018498223714911294 -0.004577880650455622 -0.027874515522266354 0.013471168527048133 0.026900263777710636 -3.6236687813407029e-05 0.020211059112963926 0.020587472346166844 0.0015171555873592648 -0.016694980118346189 leaf_weight=10.466377273201944 6.2620280236005774 8.5694309771060926 8.4886857420206123 40.413885325193405 68.820540934801102 19.082799255847931 13.364192739129065 8.4193298667669279 16.385728821158409 7.5112488120794287 6.9024645537137976 9.4779202938079816 10.442179277539255 5.9919604808092108 92.570236969739199 6.2481794953346244 10.496796816587446 9.9469899162650091 8629.595715418458 7.020632952451705 8.1071017980575544 62.313198834657669 8.1344184949994069 leaf_count=33 19 29 37 125 291 64 52 25 57 25 22 35 32 18 370 19 35 35 25389 23 36 201 45 internal_value=-1.47339e-05 -0.00717626 -3.01057e-06 0.00219242 0.000419226 -0.0026975 -0.00736623 0.00337115 0.00438131 0.0150607 0.0150323 0.000992794 -5.48032e-05 -0.00341227 -0.00450854 -0.0060509 0.00277039 0.0198426 -6.41711e-06 0.00749556 -2.1482e-05 0.00371262 -5.19247e-05 internal_weight=9075.03 14.8315 9060.2 208.814 183.476 89.2466 53.7781 94.229 35.4685 15.9306 25.3381 78.2985 8851.39 125.749 119.757 98.8184 20.939 18.4357 8725.64 17.487 8708.15 70.4203 8637.73 internal_count=27017 48 26969 768 674 298 177 376 121 50 94 326 26201 474 456 389 67 72 25727 56 25671 237 25434 is_linear=0 shrinkage=0.03 Tree=568 num_leaves=30 num_cat=0 split_feature=2 9 4 0 12 4 3 10 7 9 7 4 13 13 11 9 4 4 12 3 2 8 4 13 0 2 4 3 6 split_gain=0.563987 5.11293 3.69891 3.93401 5.21555 3.6911 2.96866 3.64985 2.2812 1.20688 1.17849 1.14603 2.40995 5.70324 4.26239 2.31282 1.04944 2.22286 2.15494 2.8483 2.32564 0.978367 0.802377 4.49794 1.13717 0.487498 0.152622 0.00355246 0.00055827 threshold=2.9000000000000004 7.7000000000000002 2.5450000000000008 925.00000000000011 4.5000000000000009 2.725000000000001 0.70000000000000007 -1.8333333333333328 1.7000000000000004 4.9000000000000012 1.1000000000000003 2.6350000000000011 2.3000000000000007 1.9000000000000001 0.33333333333333326 4.9000000000000012 2.3550000000000009 2.3750000000000009 4.3000000000000016 2.3000000000000003 1.9000000000000001 0.70000000000000007 2.265000000000001 2.1000000000000005 575.00000000000011 2.5000000000000004 2.225000000000001 1.9000000000000001 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 6 -5 27 9 -8 10 -2 -7 16 13 14 -13 -14 21 25 20 -20 -19 -1 24 -24 -23 -18 -3 28 -4 right_child=1 26 5 4 -6 8 7 -9 -10 -11 -12 12 15 -15 -16 -17 17 18 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 leaf_value=-0.011556992363041954 -0.023511351380045658 -0.024973211915623267 -0.021893801409396885 0.049861126288777258 0.0056190075123464705 0.0021897593359837637 0.028563277008701746 0.0040790923383705949 0.015272615287066386 -0.00066558045999772885 -0.018408144170846328 0.02043178620858898 0.0076201225879436009 0.041290636268379907 -0.01945888122077398 -0.018767621628391223 -0.023884886941341176 0.0043399594326855124 0.022021276780573827 -0.0076598456298696167 -0.0093803551140605474 0.00016560881868893842 0.015451982600277379 -0.0028778827339154397 -0.00086698786017386426 -0.0097027323140389463 -0.016789788116502453 -0.023446634690526613 -0.022480209567169035 leaf_weight=6.5653624236583701 4.4851306937634927 4.1863839998841268 3.9044458642601985 4.1126443818211538 5.7523892596364021 5.3459642753005046 5.907313533127307 75.675217058509588 6.5907250978052607 3.8826692923903465 4.6957054808735847 5.0109134390950221 7.0409842357039434 4.7859671711921683 4.6459080502390862 5.1949789896607399 5.0117054060101491 17.342742547392845 7.0372081026434881 4.9612938463687897 30.981781229376793 6069.474329970777 18.846040494740009 33.405235052108765 1140.1634604856372 3.8626045882701874 4.0213676169514656 2.5264555886387825 2.334881454706192 leaf_count=29 27 19 36 26 28 27 23 353 35 21 28 23 35 20 20 28 27 81 33 21 172 21162 79 152 4434 22 23 16 17 internal_value=4.12716e-05 0.00197433 0.00347792 0.00607889 0.0240632 -0.00674394 0.00410652 0.00585197 0.00155869 -0.0129109 -0.00744227 6.24994e-06 0.00621278 0.014512 0.00124034 -0.00358323 -1.63162e-05 -0.00369334 -0.00163101 0.00974835 -0.0044564 1.869e-05 2.91554e-05 0.00373335 2.30949e-06 -0.017712 -0.0209638 -0.0224976 -0.0221132 internal_weight=7497.75 133.421 125.214 99.8154 9.86503 25.3982 89.9503 81.5825 16.6324 8.3678 10.0417 7364.33 26.6788 14.4428 9.65682 12.236 7337.65 69.1973 60.323 11.9985 48.3245 7268.45 7261.89 52.2513 7209.64 8.87431 8.20775 8.76578 6.23933 internal_count=27017 679 637 478 54 159 424 376 90 48 55 26338 126 63 43 63 26212 356 307 54 253 25856 25827 231 25596 49 42 69 53 is_linear=0 shrinkage=0.03 Tree=569 num_leaves=25 num_cat=0 split_feature=5 12 0 10 8 2 5 8 13 4 13 9 5 6 4 3 4 11 4 10 9 4 5 10 split_gain=0.851589 3.8918 3.67735 3.31324 4.15265 3.3168 2.75449 2.73531 4.76765 3.96944 2.80943 1.82683 1.77354 1.60173 1.52224 1.3636 1.34611 3.16288 4.43195 1.28795 1.06562 4.59773 1.27694 0.787825 threshold=0.97000000000000031 0.90000000000000013 475.00000000000006 1.1666666666666672 4.9000000000000012 1.7000000000000004 0.9650000000000003 5.9000000000000012 4.5000000000000009 1.7300000000000004 3.9000000000000008 3.9000000000000004 0.87000000000000033 1.3 0.53500000000000014 1.0000000180025095e-35 0.68500000000000016 0.83333333333333337 0.65500000000000025 0.33333333333333326 3.1000000000000005 0.77500000000000036 1.0050000000000006 0.33333333333333326 decision_type=2 2 2 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 5 -5 6 -3 8 9 -4 23 -1 -7 -6 -2 19 17 18 -17 -16 21 -18 -22 -9 right_child=14 2 7 4 13 12 -8 10 -10 -11 -12 -13 -14 -15 15 16 20 -19 -20 -21 22 -23 -24 -25 leaf_value=0.0034574174676173333 -0.0117564224156325 0.001906206010808239 -0.0037320349226323936 -0.0017805651144698312 0.014770533341196795 -0.003575434451307302 -0.01242207448086532 -0.020481770453647671 -0.025081702580538962 0.012658411856303665 0.0067057142762293048 0.022840015910366676 -0.018917445047512912 0.038888447477152116 8.483830860740347e-05 0.0019065646242604432 0.022255900447634265 -0.012473527646854764 0.026022819149959148 -0.024919234042491682 0.0038865918139109564 -0.0019393367671170596 9.3302787257730925e-05 -0.010238739753464949 leaf_weight=9.356353700160982 9.8100244104862195 177.61707987636328 126.05670221149921 9.4626993760466593 5.3372970819473249 15.738971237093212 12.956062212586401 17.571037866175178 8.5445155650377256 14.866428572684525 5.5951008126139632 8.2224042415618879 11.915337972342966 4.6265476197004318 3.6026416011154643 20.942547887563705 7.2035473883151999 7.0305979549884787 10.197970598936083 3.8198975510895252 80.800133585929871 376.98404239863157 6934.2098011188209 10.981533072888849 leaf_count=31 28 661 514 39 27 83 49 110 38 96 25 28 65 19 19 60 21 20 29 21 319 1445 23200 70 internal_value=-2.22632e-05 -0.00130654 -0.00188364 0.000580075 0.0124523 -0.000476786 0.000932102 -0.00507244 -0.00332228 -0.00200295 -0.012733 0.0125236 -0.0101858 0.0259693 5.33414e-05 6.89031e-05 8.17295e-05 0.00570096 0.00980421 -0.0127831 5.27409e-05 -0.00148567 0.000136995 -0.0165422 internal_weight=7893.45 438.848 421.269 237.654 19.4265 218.227 190.573 183.615 149.468 140.923 34.1477 17.5788 27.6543 9.96384 7454.6 7444.79 7437.37 38.1711 31.1405 7.42254 7399.2 384.188 7015.01 28.5526 internal_count=27017 1855 1796 943 85 858 710 853 648 610 205 59 148 46 25162 25134 25094 109 89 40 24985 1466 23519 180 is_linear=0 shrinkage=0.03 Tree=570 num_leaves=14 num_cat=0 split_feature=13 6 11 11 10 3 9 8 8 12 4 5 10 split_gain=0.841059 0.854011 2.208 2.38927 2.75718 2.58842 2.41362 1.12136 1.35904 2.95712 1.96847 1.15275 1.06947 threshold=6.1000000000000005 3.1000000000000005 -0.83333333333333315 -1.0000000180025095e-35 -0.33333333333333331 1.3 4.7000000000000002 1.0000000180025095e-35 1.7000000000000004 2.5000000000000004 0.80000000000000038 0.54500000000000015 1.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 -3 -4 5 -5 -6 -1 9 10 -9 -10 -13 right_child=-2 2 3 4 6 -7 -8 8 11 -11 -12 12 -14 leaf_value=0.01244293486054803 0.0093060769279416575 0.0095054857232298659 -0.018385507364116458 -0.028895495838108298 0.013156526549124213 -0.0013951846588379443 -0.0076891599379836206 0.013080396373211104 0.01098383971766978 -0.018109854023586024 -0.0073081589144047719 7.4786419841259033e-05 -0.0014480483264011181 leaf_weight=6.5129026174545279 8.705324321985243 9.2880301624536497 11.448384732007979 5.5340761393308586 11.769952550530439 6.9474107474088669 8.6896383166313154 7.4166332185268464 8.6087635681033117 11.744503244757651 10.019264191389082 8531.3507297337055 436.27999871969223 leaf_count=20 25 28 38 18 35 26 30 22 29 37 30 25350 1329 internal_value=-1.43021e-05 -2.3252e-05 -0.00379608 -0.0065793 -0.00247615 -0.0135883 0.0043029 -7.80027e-07 -9.77957e-06 -0.00647356 0.00136443 1.12332e-05 6.997e-07 internal_weight=9074.32 9065.61 53.6775 44.3895 32.9411 12.4815 20.4596 9011.93 9005.42 29.1804 17.4359 8976.24 8967.63 internal_count=27017 26992 175 147 109 44 65 26817 26797 89 52 26708 26679 is_linear=0 shrinkage=0.03 Tree=571 num_leaves=31 num_cat=0 split_feature=4 4 9 3 4 9 9 0 10 4 9 9 7 5 5 5 4 9 0 3 2 2 7 4 10 2 10 5 11 5 split_gain=0.557888 3.02943 3.83065 2.96181 3.17384 3.35299 2.69468 2.66717 2.57621 3.30901 2.60421 2.29729 2.28875 7.36254 4.2786 3.4687 3.60318 2.84336 3.4998 3.09858 2.82592 2.47131 2.03443 2.0011 1.98351 1.97256 1.8277 3.37399 3.03287 1.69369 threshold=1.8050000000000004 1.7750000000000004 7.9000000000000012 0.70000000000000007 2.1050000000000009 6.7000000000000002 4.3000000000000016 925.00000000000011 -0.33333333333333309 1.9850000000000003 3.5000000000000004 6.9000000000000012 1.3 0.8650000000000001 1.3050000000000006 1.3450000000000006 2.0350000000000006 6.3000000000000016 350.00000000000006 1.1000000000000003 0.90000000000000013 3.1000000000000005 1.3 2.1850000000000009 -2.8333333333333326 1.5000000000000002 2.1666666666666674 1.6600000000000006 1.0000000180025095e-35 1.1150000000000009 decision_type=2 2 2 2 2 2 2 2 2 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 6 4 5 8 29 -6 9 -2 -10 22 13 -5 21 16 -16 19 -19 -15 -17 25 -8 -23 -1 -14 -26 28 -28 -3 right_child=3 2 -4 12 7 -7 11 -9 10 -11 -12 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5.895624339580535 30.91777241230011 93.838069014251232 10.407618306577207 13.182823881506918 11.485014602541922 47.899236895143986 115.99197938293219 311.22287017852068 343.15987042710185 3.4076535776257506 34.214895680546761 4.438916951417923 6129.685093216598 88.51302482932806 14.953863605856897 13.971651464700697 15.046683594584463 27.029189899563789 leaf_count=31 110 39 23 21 174 22 137 23 48 41 164 23 125 396 42 47 56 182 445 1206 1406 17 133 36 21354 461 53 45 51 106 internal_value=4.04218e-05 -7.24048e-05 -0.00482691 0.000633966 -0.00386801 -0.000893619 -0.00615056 -0.0119718 -0.00245378 0.00395869 -0.00691641 -0.00297872 0.00112838 0.00242547 -0.000343314 0.00125772 0.0128484 0.00211957 -0.00121455 0.00346859 0.000545624 -0.00510117 -0.00147234 0.0112078 1.86185e-05 -0.00617267 3.80471e-05 0.00613247 0.000461426 -0.0129999 internal_weight=7497.65 6300.07 118.347 1197.58 118.506 86.6882 111.633 31.8178 81.0228 33.248 47.7749 76.2994 1079.07 573.561 505.513 378.235 21.8926 568.952 163.891 405.061 356.343 127.277 70.4038 7.84657 6181.73 119.431 6173.66 43.9722 30.0005 35.3334 internal_count=27017 21995 461 5022 582 385 438 197 363 151 212 293 4440 2250 2190 1551 98 2229 627 1602 1453 639 270 53 21534 586 21503 149 104 145 is_linear=0 shrinkage=0.03 Tree=572 num_leaves=31 num_cat=0 split_feature=11 9 9 12 7 5 5 5 0 2 3 8 0 13 11 10 9 5 8 8 6 11 10 5 5 12 5 12 5 5 split_gain=0.84603 1.87856 2.00114 2.35319 1.94082 2.12428 2.18648 1.67055 3.00222 1.44893 1.03938 2.08472 2.29672 3.21129 4.61235 2.02364 2.31156 2.15767 1.54747 1.29673 3.24121 1.2718 1.96193 1.5279 1.29099 3.04244 1.70225 0.674071 0.904639 1.73867 threshold=2.1666666666666674 5.1000000000000005 6.9000000000000012 5.1000000000000005 0.50000000000000011 1.5750000000000008 1.9650000000000005 1.4750000000000008 475.00000000000006 1.5000000000000002 2.7000000000000006 6.7000000000000002 350.00000000000006 2.3000000000000007 -1.0000000180025095e-35 1.1666666666666672 9.1000000000000014 2.6750000000000012 7.3000000000000016 5.1000000000000005 1.5000000000000002 -2.8333333333333326 1.0000000180025095e-35 2.8950000000000009 2.6750000000000012 3.5000000000000004 2.5250000000000008 4.3000000000000016 1.5750000000000008 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 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 7 4 9 -3 -6 -7 8 -2 -4 21 15 18 14 -14 16 17 -12 -13 20 -17 22 -1 24 26 -26 -23 28 -9 -30 right_child=1 2 3 -5 5 6 -8 27 -10 -11 11 12 13 -15 -16 19 -18 -19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.015360814602894322 0.018600002671775535 0.018502701977086353 -0.019449762166938445 0.0083387567901483974 -0.014753103312613968 0.013671033773618984 -0.0016941419524469847 -0.022911946674442994 -0.011885468548368961 -0.0020953640276262591 0.001154163683539532 -0.026223791717313424 0.010945599917869154 0.012248942344623544 -0.02112387868122715 -0.0042352951941194393 -0.013104858237556546 0.0099645037321102973 -0.0047165845069276104 0.018048055810415763 0.017164112137620646 -0.00010043270527012656 -0.0045762728855462623 0.014765541241502089 0.0057723335925650536 -0.016444647141832299 0.0065717485659378214 -0.003151108431284493 0.0057841989377265361 -0.014502131184724503 leaf_weight=11.610633306205274 5.5884049087762815 7.15613929927349 10.361972332000738 6.9947819262742987 6.1059160083532324 13.86345925927162 20.902138099074364 6.0369546860456493 6.0601476430892944 7.4377445429563513 238.91769434511662 6.1998613625764829 6.6845349520444897 11.295960381627081 10.188073143363001 14.007068186998369 9.3423908650875074 27.94342714548111 5.8536787182092667 10.409898757934569 11.683456689119337 7337.2492991182953 7.195118620991706 6.2352947741746894 9.4917940050363558 13.349612899124621 34.575837418437004 8.8866093307733518 4.9661418907344368 16.225695803761482 leaf_count=36 19 22 30 22 20 43 64 21 25 22 695 21 22 34 34 41 29 95 19 30 36 25322 22 20 29 42 104 28 17 53 internal_value=-2.1955e-05 -0.00251553 0.000516992 -0.00640444 0.00409021 0.00156675 0.00443302 -0.00713899 0.00273997 -0.0121981 1.67327e-05 0.00160833 -0.00482011 -0.000130706 -0.0084187 0.00243626 0.0015632 0.00207671 -0.015779 0.00911597 0.00549666 -5.88873e-05 0.00773284 -7.86861e-05 -9.1203e-05 -0.00721233 -6.91384e-05 -0.0103253 -0.0126668 -0.00974819 internal_weight=7892.82 120.586 72.8222 24.7945 48.0277 40.8715 34.7656 47.764 11.6486 17.7997 7772.23 352.526 40.2221 28.1686 16.8726 312.304 276.204 266.861 12.0535 36.1004 25.6905 7419.71 18.8058 7400.9 7394.67 22.8414 7371.83 36.1154 27.2288 21.1918 internal_count=27017 386 223 74 149 127 107 163 44 52 26631 1056 130 90 56 926 819 790 40 107 77 25575 58 25517 25497 71 25426 119 91 70 is_linear=0 shrinkage=0.03 Tree=573 num_leaves=31 num_cat=0 split_feature=13 3 4 13 11 7 10 5 5 4 12 11 10 5 5 2 5 12 10 5 6 11 11 10 11 5 5 0 10 4 split_gain=0.823101 3.3916 2.31479 3.23061 3.19188 5.10502 2.77991 4.2262 7.36362 3.03701 2.22447 2.53201 3.20619 2.61496 4.86317 4.51299 2.43572 2.13663 2.09342 2.28968 2.0391 2.12709 3.62432 2.51449 3.3526 2.49167 2.13137 2.01783 1.93091 1.89897 threshold=1.7000000000000004 0.90000000000000013 1.5850000000000006 1.3000000000000003 1.5000000000000004 0.70000000000000007 -1.0000000180025095e-35 2.1050000000000009 1.7950000000000002 1.6000000000000008 1.5000000000000002 0.50000000000000022 1.0000000180025095e-35 1.1850000000000007 1.3250000000000008 1.5000000000000002 1.3850000000000005 2.1000000000000005 -1.1666666666666663 1.1950000000000005 0.70000000000000007 -1.8333333333333328 -1.1666666666666663 1.1666666666666672 -1.0000000180025095e-35 0.78500000000000025 1.7500000000000007 475.00000000000006 -0.66666666666666663 2.225000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 3 18 17 -6 7 8 -4 -8 16 13 -13 15 -15 -12 -1 -5 27 -20 21 -2 26 25 -25 -24 28 -3 -23 -9 right_child=20 2 6 4 5 -7 9 29 -10 -11 11 12 -14 14 -16 -17 -18 -19 19 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0090977775670321431 0.015523075711416251 0.021662053421197657 -0.0011095291903208287 -4.5955310206954236e-05 0.019244863157216567 -0.0076396022159224792 0.023310587234278663 0.0032902783898072327 -0.017520180747667983 0.0017568846443081908 0.0077865657469357768 0.023853181758348614 -0.00042333135242217374 0.016486190504193778 0.00039590072892238494 -0.0092564734117638915 0.009658604904482818 -0.0069655310919034645 0.010983553609868328 -0.002201184982194869 -4.7799817492307613e-05 -0.023562215395354417 0.017775846571390311 -0.013234621185775669 0.0015553786279364466 0.0026022284292133123 0.0062009418060196908 0.00047661886061779599 -0.0064471149436056792 0.021460970572870264 leaf_weight=24.042530819773674 9.9732163250446302 7.9799714386463192 103.56739242374897 48.612898468971252 12.284400701522829 13.173778608441351 6.0618427544832221 20.061021298170093 32.277780897915363 200.12485218048096 24.563416019082069 12.354049421846868 8.1106272339820844 27.835277751088142 43.055421508848667 32.46499539911747 8.4111532866954786 231.01798468828201 13.469969570636747 98.826442413032055 7501.9895106106997 8.0625857859849948 9.9466473758220655 21.061532542109489 39.974825635552406 468.57453234493732 8.2703953832387906 8.2082271277904493 22.456758491694927 6.9763579964637747 leaf_count=67 30 23 309 145 43 40 18 65 97 609 69 38 24 83 127 105 24 748 38 330 22186 23 36 68 126 1408 25 24 68 21 internal_value=-1.40459e-05 -0.000833554 -0.00166978 -0.00315619 -0.00483671 0.00533303 7.6418e-05 -0.00285296 -0.00500882 0.00239056 0.00287802 0.00443409 0.0142318 0.00286663 0.00671376 -0.00191565 -0.00423661 -0.00576259 0.000834245 -0.000619674 8.55758e-05 0.00178632 0.00154944 0.0021862 -0.00354814 0.00291763 -0.00730785 0.01092 -0.0109686 0.0079788 internal_weight=9073.79 983.48 802.643 433.574 305.089 25.4582 369.069 162.883 135.845 206.187 180.837 148.384 20.4647 127.919 70.8907 57.0284 32.4537 279.631 128.485 112.296 8090.31 588.32 578.347 539.558 61.0364 478.521 38.7897 16.1882 30.5193 27.0374 internal_count=27017 3047 2510 1391 976 83 1119 492 406 627 537 446 62 384 210 174 91 893 415 368 23970 1784 1754 1638 194 1444 116 47 91 86 is_linear=0 shrinkage=0.03 Tree=574 num_leaves=19 num_cat=0 split_feature=11 5 11 4 9 10 8 7 9 10 4 8 4 4 7 13 9 4 split_gain=0.556757 0.611781 0.60904 2.2236 3.6437 3.34503 2.1551 3.6922 1.92834 0.742117 6.89392 3.83594 2.55506 2.43303 5.28169 1.85637 0.442936 0.250307 threshold=3.1666666666666674 3.0650000000000008 1.8333333333333337 2.015000000000001 4.5000000000000009 0.50000000000000022 3.7000000000000006 1.9000000000000001 7.9000000000000012 0.33333333333333326 0.73500000000000032 3.3000000000000003 0.91000000000000036 0.73500000000000032 1.1000000000000003 3.9000000000000008 5.1000000000000005 1.5850000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 6 -5 -6 7 -4 -8 13 11 -11 -12 14 -1 -15 -2 -3 right_child=16 17 3 4 5 -7 8 -9 -10 10 12 -13 -14 15 -16 -17 -18 -19 leaf_value=-0.019744267265117389 -0.00012796885975385148 0.012513442639234127 0.0096282605246376766 0.029553092794989702 0.013100639071604485 -0.012218811013236892 -0.00056605486821288383 -0.016169363380731348 -0.017583445606346802 0.024166048370698721 -0.0043352954685691846 0.00023727916596545448 0.00043030403486434216 4.1969926660607667e-05 -0.00014044160007200166 -0.0019727115820640209 -0.01292076591651671 0.0028417476035427821 leaf_weight=18.175286203622818 4.4705733358859998 4.743616506457327 38.3796306848526 6.3624060004949596 12.355232030153276 7.5753752440214148 137.49265305697918 5.7398153543472281 6.2660530209541312 16.976420670747761 105.48627950251102 9.350252151489256 2523.0633980855346 4094.4399052336812 38.718276053667068 457.62273661792278 5.3519528806209564 4.891868382692337 leaf_count=69 16 21 124 20 39 29 478 21 23 56 354 30 9096 14841 138 1614 29 19 internal_value=3.93747e-05 4.87381e-05 3.90041e-05 0.00161572 0.00978694 0.00347703 0.000472182 0.00627206 -0.0013078 -7.48474e-06 0.000392049 0.0156674 0.000239056 -0.000237626 -0.0064031 -0.000160568 -0.00709832 0.00760319 internal_weight=7497.46 7487.64 7478 214.171 26.293 19.9306 187.878 44.1194 143.759 7263.83 2654.88 26.3267 2628.55 4608.96 56.8936 4552.06 9.82253 9.63548 internal_count=27017 26972 26932 734 88 68 646 145 501 26198 9536 86 9450 16662 207 16455 45 40 is_linear=0 shrinkage=0.03 Tree=575 num_leaves=31 num_cat=0 split_feature=3 10 5 8 2 8 8 4 10 2 2 5 10 7 8 2 8 9 11 7 13 7 4 0 8 5 7 11 13 8 split_gain=0.841368 2.83155 3.27971 5.08457 4.68488 4.6541 3.91212 3.4688 5.78973 3.65532 3.31505 2.61212 2.15802 5.56552 5.13892 4.98776 5.645 4.20005 4.05732 3.28294 2.82512 2.75312 2.84735 2.58843 3.39547 5.65262 2.14402 2.08881 2.99075 4.45226 threshold=0.90000000000000013 0.50000000000000022 1.4950000000000008 5.7000000000000002 0.70000000000000007 3.5000000000000004 7.9000000000000012 1.6750000000000003 -0.66666666666666663 2.1000000000000005 1.7000000000000004 1.9000000000000004 0.50000000000000022 2.7000000000000006 3.7000000000000006 1.5000000000000002 3.3000000000000003 6.1000000000000005 -0.66666666666666663 2.7000000000000006 4.7000000000000011 1.9000000000000001 0.81500000000000028 200.00000000000003 3.9000000000000004 1.5550000000000008 2.1000000000000005 -0.66666666666666619 3.7000000000000006 4.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 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 -4 7 9 -9 -1 -8 -6 19 14 15 17 -17 -14 -15 -2 -20 22 -16 -21 25 -25 -23 28 -3 -30 right_child=12 27 3 -5 11 -7 10 8 -10 -11 -12 -13 13 18 21 16 -18 -19 20 23 -22 26 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0013890849384254915 0.00058839384751815894 0.0024189238922389432 -0.028499968402358297 -0.012914854381024831 -0.00061168524608899439 -0.004642623084198964 0.01736037127362319 0.0098328853279587881 -0.0019464206006325009 -0.016378811194164004 -0.010106600717186821 0.016220489942687127 -0.002651015335706287 -0.0067571724240723541 -0.020882827243897999 0.0021000275819347226 0.016186369844269764 0.0069286542592180396 0.03377632087617518 -0.022533582808802331 0.0090342283467318048 -0.0095677973668451561 -0.0011908089803055254 -0.0045265185403948046 -0.0087931797318701998 0.02923972299126534 -0.0025039939563821227 6.6151261998739162e-05 0.0040832866393084727 0.030099883962946602 leaf_weight=869.98703845590353 4418.4172301031649 114.93188359588385 10.532983392477034 51.683251213282347 117.96373847872019 24.423867344856262 18.428229533135895 67.310368038713932 84.951178777962923 14.891953855752943 5.0352290701121083 8.9254601001739484 161.21637098491192 6.2089339643716839 6.6461891233921042 64.184383481740952 42.596541196107864 55.326088234782219 8.4849348887801188 7.5404462516307822 8.1360848098993284 67.494348041713238 1165.1824245937169 14.321226373314859 42.589392155408859 6.4813079833984366 90.558015927672386 312.21965452283621 15.825893417000772 9.4579316675662977 leaf_count=3057 14479 455 31 200 380 72 73 359 445 75 52 27 484 25 19 201 136 158 35 29 29 272 3973 50 191 20 378 1221 56 35 internal_value=-2.12572e-05 -0.0006066 -0.00133056 -0.00472274 -0.0021067 -0.0118312 -0.000647614 -0.000921663 0.00326087 -0.00164135 0.011466 0.0005723 0.000142664 -0.000775921 -0.000979074 0.00241313 0.00771928 -0.000203432 0.0139351 0.000485604 0.0216649 -0.00180379 -0.0013025 -0.00591723 -0.00394072 0.00599381 -0.00552051 0.00143218 0.00447393 0.0138153 internal_weight=7891.95 1726.57 1274.13 213.529 161.846 34.9569 1060.6 1037.14 152.262 884.879 23.4635 126.889 6165.38 1676.03 1653.2 323.323 106.781 216.542 22.83 4489.35 16.621 1329.88 1171.83 70.9324 63.3919 20.8025 158.052 452.435 140.216 25.2838 internal_count=27017 6538 4771 710 510 103 4061 3936 804 3132 125 407 20479 5710 5621 979 337 642 89 14769 64 4642 3992 290 261 70 650 1767 546 91 is_linear=0 shrinkage=0.03 Tree=576 num_leaves=16 num_cat=0 split_feature=8 8 10 12 5 2 4 10 0 12 10 2 6 4 10 split_gain=0.809322 1.37005 2.91685 2.54321 0.98069 2.0646 4.56405 3.41836 2.58755 1.02424 3.57228 3.51049 3.66321 3.42281 2.55589 threshold=1.0000000180025095e-35 1.7000000000000004 1.0000000180025095e-35 2.3000000000000007 0.74500000000000033 1.7000000000000004 1.8200000000000007 -0.83333333333333315 200.00000000000003 2.5000000000000004 -2.4999999999999991 0.50000000000000011 3.3000000000000003 1.2150000000000005 -2.1666666666666656 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 7 -7 -3 -9 10 -6 13 -13 -11 -12 right_child=1 4 -4 -5 9 6 -8 8 -10 11 14 12 -14 -15 -16 leaf_value=0.010312960696672622 0.011145774217783355 -0.013455383164961166 -0.018585239335131926 -0.011376638005610137 -0.017891523394342062 0.024027795779616289 -0.0086786489476716432 -0.010103571875610003 0.0069960233503482032 -0.0019658586372560804 0.012198977580286182 0.00030531802198496209 0.018484549564763027 -0.019544052460646919 -0.00037771838471305431 leaf_weight=6.8254389315843573 9.9252976775169426 12.272063881158827 11.138513013720511 8.2736401408910734 10.454897761344908 10.986989453434946 5.9030822142958632 9.6313480138778669 46.021234169602394 28.033535249531269 14.594648092985151 4770.3942878097296 9.9968249648809415 15.471828602254389 4102.9899327903986 leaf_count=21 29 36 35 26 29 37 24 26 131 119 41 14693 32 62 11676 internal_value=-1.3539e-05 -2.13133e-05 -0.00649385 0.000906587 -3.00482e-07 0.00321043 0.0125969 0.000876402 0.00403673 -3.07204e-05 -0.00037761 0.00026613 0.000343335 -0.0082172 -0.000333141 internal_weight=9072.91 9066.09 29.3375 18.1989 9036.75 84.8147 16.8901 67.9246 55.6526 8951.94 4128.04 4823.9 4780.39 43.5054 4117.58 internal_count=27017 26996 90 55 26906 254 61 193 157 26652 11746 14906 14725 181 11717 is_linear=0 shrinkage=0.03 Tree=577 num_leaves=22 num_cat=0 split_feature=5 9 5 4 3 3 8 10 11 5 3 10 4 8 11 13 5 4 13 4 11 split_gain=0.547189 2.1236 1.16749 1.94206 1.0411 0.961559 2.14386 2.0273 2.38039 2.7282 0.985523 3.08126 3.692 2.90213 2.84778 0.714958 1.70744 0.681173 4.14834 3.9187 0.55529 threshold=2.8250000000000006 9.3000000000000025 3.0650000000000008 1.6850000000000005 2.9000000000000004 3.3000000000000003 6.1000000000000005 -0.83333333333333315 -0.83333333333333315 2.1750000000000012 2.9000000000000004 -1.4999999999999996 1.2550000000000006 4.9000000000000012 -0.66666666666666619 0.70000000000000018 1.6250000000000002 1.2550000000000006 1.5000000000000002 1.3650000000000009 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 left_child=5 2 3 4 -2 10 7 -7 -9 -10 15 -12 14 -14 -13 16 -1 18 -17 -19 -8 right_child=1 -3 -4 -5 -6 6 20 8 9 -11 11 12 13 -15 -16 17 -18 19 -20 -21 -22 leaf_value=-0.019943089897525447 -0.0040086515805122019 0.021170277776445201 0.010594823774188526 0.0067778791864215402 -0.023612246707808031 -0.018365353232548069 -0.0083536186899769126 -0.015025562352441247 -0.010046217073840373 0.009897015609500473 0.022373015399476739 0.028488024524853238 -0.0083220216959563817 0.0034445048024559222 0.0056393321424830951 -0.0060560459909703756 0.0034016411407780649 0.001968150053463727 -0.00011869801954321996 -0.00019083579206302195 -0.023375355007157029 leaf_weight=5.3000508397817594 5.5323897749185651 5.3690268769860259 7.3144375234842292 8.7099871635436994 4.3594031259417534 5.453910417854785 3.7565961480140668 6.7301275357603982 8.3958721905946785 23.321968056261539 6.8369702100753775 6.4725854843854931 33.949335172772408 42.459559045732021 20.327706605195999 110.98360642790794 6.0253946334123611 937.19877738505602 2316.1738977730274 3927.1846865452826 5.3960004448890686 leaf_count=23 26 20 31 34 25 30 19 36 40 99 22 23 133 160 76 380 23 3175 7865 14746 31 internal_value=3.88563e-05 0.0039981 0.000440562 -0.00355221 -0.0126481 2.22656e-05 -0.00400212 -0.0012486 0.00117944 0.00461794 5.10683e-05 0.00286893 0.0015769 -0.0017835 0.0111576 8.60623e-06 -0.00752316 2.03048e-05 -0.000390188 0.000225126 -0.0172098 internal_weight=7497.25 31.2852 25.9162 18.6018 9.89179 7465.97 53.0545 43.9019 38.448 31.7178 7412.91 110.046 103.209 76.4089 26.8003 7302.87 11.3254 7291.54 2427.16 4864.38 9.1526 internal_count=27017 136 116 85 51 26881 255 205 175 139 26626 414 392 293 99 26212 46 26166 8245 17921 50 is_linear=0 shrinkage=0.03 Tree=578 num_leaves=19 num_cat=0 split_feature=11 6 9 10 9 0 2 3 10 11 12 4 7 0 4 5 2 12 split_gain=1.15192 0.851048 3.00906 3.16035 2.47744 2.20922 5.12505 4.1082 3.78695 3.38384 3.05812 2.02152 1.477 1.42779 3.10673 1.4085 1.08692 0.546324 threshold=-3.4999999999999991 1.1000000000000003 9.5000000000000018 0.33333333333333326 9.9000000000000021 575.00000000000011 0.90000000000000013 0.90000000000000013 -1.4999999999999996 1.1666666666666672 6.3000000000000016 1.0750000000000008 3.5000000000000004 925.00000000000011 1.5350000000000008 2.7050000000000005 1.1000000000000003 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 12 16 5 8 7 -7 11 -10 -8 -2 13 15 -15 -3 -4 -14 right_child=1 2 3 -5 -6 6 10 -9 9 -11 -12 -13 17 14 -16 -17 -18 -19 leaf_value=0.01447538945117165 0.008795502579254235 0.0001419187727293927 0.02565437776398068 -0.0018476272708407087 -0.016403901976555165 -0.0042804039708375279 -0.00028694122449104953 0.012374159066104246 -0.00010412501821514444 -0.0041210200172749588 0.024921249840578592 -0.0075892795478096136 -0.019368394156416616 0.0061734180260320159 -0.01199375655770378 0.0054517483985620499 0.010597241614938347 -0.0046194386899829753 leaf_weight=4.9300866723060599 7.2878647595643988 5328.1712005697191 8.4941187798976951 12.398963049054144 8.7797000706195814 17.26375749707222 364.50482313707471 58.498734295368195 1666.3299467787147 212.85266413539648 4.3833465054631224 96.684195578098297 4.5179237425327283 12.967738866806028 24.434759020805359 45.343894526362419 8.7692782133817655 4.5233622789382935 leaf_count=17 23 17128 26 36 28 65 1916 186 6013 738 16 387 18 53 170 149 26 22 internal_value=-2.13503e-05 -3.0413e-05 0.000177975 0.00970701 -0.000496489 -0.000438963 0.00147222 0.00857914 -0.000867476 -0.000559114 1.25973e-05 -0.0064408 0.000125824 0.000146068 -0.00569505 0.000186725 0.0180058 -0.0119895 internal_weight=7891.14 7886.21 5449.62 29.6624 2436.59 2427.81 444.651 75.7625 1983.15 1879.18 368.888 103.972 5419.96 5410.92 37.4025 5373.52 17.2634 9.04129 internal_count=27017 27000 17628 88 9372 9344 2183 251 7161 6751 1932 410 17540 17500 223 17277 52 40 is_linear=0 shrinkage=0.03 Tree=579 num_leaves=25 num_cat=0 split_feature=8 2 4 4 0 10 2 5 2 0 9 4 12 8 5 5 4 5 12 2 5 4 11 5 split_gain=0.807536 3.35451 1.08532 5.07407 1.81476 3.14253 3.89819 2.77202 2.21042 2.19106 1.70101 1.65737 1.50071 3.21547 1.48337 4.10681 1.44842 1.16776 1.05617 2.72304 2.38263 2.11027 1.34012 0.656723 threshold=10.100000000000001 1.7000000000000004 2.3450000000000011 2.3750000000000009 525.00000000000011 0.50000000000000022 2.9000000000000004 2.0250000000000008 2.7000000000000006 350.00000000000006 5.9000000000000012 2.4150000000000009 4.9000000000000012 8.3000000000000025 1.9400000000000006 1.8550000000000004 1.9100000000000006 1.4150000000000007 4.700000000000002 1.5000000000000002 2.8950000000000009 2.1850000000000009 -2.8333333333333326 3.0450000000000004 decision_type=2 2 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 10 5 6 -5 11 -9 -7 17 -6 18 14 15 -14 -16 -4 20 -20 22 -21 -1 -22 right_child=1 -3 3 4 7 9 -8 8 -10 -11 -12 -13 13 -15 16 -17 -18 -19 19 21 23 -23 -24 -25 leaf_value=-0.0087247430669234322 0.0097182015514267073 -0.01916050542941404 0.01136715116263007 -0.0118585990111602 0.013238663982689577 0.011212515119757741 0.0068686735748375678 0.025367594150811492 0.0029129841842815709 -0.0037531583206976706 0.002079854698353153 -0.00056277151681735106 -0.0049674434696428803 0.018181440247363331 -0.010836567569813027 0.016272041891978228 -0.0022416300497033544 0.026591051340258583 0.019906876199958033 -0.00052099004441362483 -0.02365958098407004 0.016502350646021742 -4.4005683536602924e-06 -0.0061723887110467579 leaf_weight=15.889749646186827 6.2519255280494681 8.5993411689996702 8.4144190549850517 40.490518644452095 8.8266852796077711 19.000615417957306 13.286081299185751 8.3516826480627042 7.4786534160375586 16.407311573624611 6.8938738405704489 69.415867477655411 37.11542059481144 5.9670539498329154 40.657771930098534 10.51437748968601 31.177900731563568 9.8347042277455312 8.1963211148977262 54.856746137142181 4.6754659265279761 7.442967176437377 8628.9961112961173 3.2948487475514412 leaf_count=59 19 29 37 125 37 64 52 25 25 57 22 289 115 18 208 32 101 35 36 178 27 23 25386 18 internal_value=-1.3661e-05 -0.00700346 -2.19967e-06 0.00213771 0.000403792 -0.00266232 -0.00723183 0.00331058 0.0147595 0.00427773 0.0147755 0.000994194 -5.25973e-05 -0.00331069 -0.00438418 -0.000278783 -0.00710622 0.0195715 -5.74932e-06 0.00365141 -3.55447e-05 0.00151279 -2.0429e-05 -0.0164305 internal_weight=9072.04 14.8513 9057.19 208.4 183.257 89.1845 53.7766 94.0729 15.8303 35.4079 25.143 78.2426 8848.78 125.433 119.465 47.6298 71.8357 18.2491 8723.35 70.496 8652.86 62.2997 8644.89 7.97031 internal_count=27017 48 26969 768 674 298 177 376 50 121 94 326 26201 474 456 147 309 72 25727 237 25490 201 25445 45 is_linear=0 shrinkage=0.03 Tree=580 num_leaves=25 num_cat=0 split_feature=5 5 11 9 8 4 2 5 10 7 0 13 4 13 4 5 10 8 4 2 4 11 5 3 split_gain=0.54976 1.78205 1.92469 1.95504 3.05118 1.9048 2.87623 2.69653 1.75456 2.68453 2.31583 1.78533 3.34211 2.34475 1.56671 1.51869 2.45299 0.924654 2.75769 2.88665 1.18464 1.5045 0.923533 0.00163389 threshold=2.6950000000000007 2.5050000000000012 -0.33333333333333331 7.1000000000000005 5.1000000000000005 1.3150000000000006 1.1000000000000003 2.6050000000000009 -0.83333333333333315 1.5000000000000002 475.00000000000006 1.5000000000000002 2.055000000000001 2.5000000000000004 1.0450000000000006 2.475000000000001 1.0000000180025095e-35 8.7000000000000011 1.4850000000000005 2.3000000000000003 2.7950000000000004 0.83333333333333337 2.4450000000000007 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 3 23 -5 14 -7 -8 10 11 -2 -10 13 -13 -4 17 -17 20 -19 -20 22 -22 -1 -3 right_child=8 2 5 4 -6 6 7 -9 9 -11 -12 12 -14 -15 -16 16 -18 18 19 -21 21 -23 -24 -25 leaf_value=5.8752062610418358e-05 -0.024067229839248971 -0.024097003027824072 0.0030412060801697535 0.011929605164238436 -0.023653076830685123 0.021986043931402553 -0.012671386340065221 0.010727006426120702 0.017289576707202381 0.024975752316051366 0.0027084321709430919 -0.011630581819429648 0.023934438164108607 0.0063632072875034577 -0.019737043833076704 -0.0025330472445965163 0.01931824524792633 0.02094321638976265 -0.010001759793198801 0.0052904656978835906 0.013659858448718224 -0.0042149904843656397 -0.0077294619845508124 -0.023265751131476251 leaf_weight=7279.4392880164087 4.5132766216993323 3.6367688030004519 4.3006829693913442 4.9681247770786268 3.8493122607469559 5.7162061780691173 10.135814532637598 7.8782230168581 6.4742552936077109 5.7400576621294013 8.1692772507667524 15.45762543380261 4.4878858774900428 11.269407011568545 7.3830530047416687 9.0432705655694026 9.4607046842575055 3.7977131158113471 37.837224185466766 15.727236557751892 12.440808400511743 6.427312269806861 13.728961102664469 5.1302126497030258 leaf_count=26006 23 18 20 24 21 26 48 31 24 21 35 76 15 51 38 38 33 14 192 89 57 26 61 30 internal_value=3.82895e-05 1.59806e-05 -0.0054655 -0.0135787 -0.00360426 -0.00143697 0.00344504 -0.00243838 0.00299664 0.0058634 -0.00682009 0.00295259 -2.10341e-05 -0.00404353 -0.0113526 5.53029e-05 0.00863907 3.37497e-05 -0.00376028 -0.00551176 6.35135e-05 0.0075709 4.40912e-05 -0.0236106 internal_weight=7497.01 7440.9 52.9984 17.5844 8.81744 35.414 23.7302 18.014 56.1118 43.4292 12.6826 37.6892 31.2149 26.727 11.6837 7387.9 18.504 7369.4 57.3622 53.5645 7312.04 18.8681 7293.17 8.76698 internal_count=27017 26772 256 93 45 163 105 79 245 187 58 166 142 127 58 26516 71 26445 295 281 26150 83 26067 48 is_linear=0 shrinkage=0.03 Tree=581 num_leaves=19 num_cat=0 split_feature=4 8 11 4 8 8 3 12 2 5 10 8 8 8 8 5 4 5 split_gain=0.830318 1.32422 1.78581 1.13741 1.29074 2.24357 2.08193 1.21401 1.07458 1.79769 1.04152 0.899642 2.5206 0.839622 0.982905 0.320984 0.233531 0.190024 threshold=2.7150000000000003 8.5000000000000018 0.50000000000000022 2.5850000000000013 7.9000000000000012 5.7000000000000002 1.3 6.5000000000000009 3.5000000000000004 1.3850000000000005 0.33333333333333326 10.100000000000001 9.3000000000000025 6.7000000000000002 7.3000000000000016 1.7950000000000002 2.7750000000000008 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 13 7 5 -5 -7 8 11 -10 -4 12 -1 -2 -15 -3 -16 -11 right_child=1 15 10 4 -6 6 -8 -9 9 17 -12 -13 -14 14 16 -17 -18 -19 leaf_value=-6.0993953417448481e-06 -0.022279399812865752 -0.0096640146836961243 -0.0030393556862174332 0.025362262171470997 0.01865036129229912 -0.022138969594565971 0.0058463898339054989 0.012947606852526576 0.0059686003630834488 -0.013180473062618514 0.017662289714837569 0.0097076490259250924 -0.012429401596388414 0.0097604360324074994 -0.0063416169546771442 -0.024003524477217965 -0.021533390906840449 -0.023222556953062936 leaf_weight=7805.6068733297288 3.4814367406070286 2.3961997404694548 4.0428129434585554 2.8785059005022076 6.1268159113824359 3.8223864771425706 6.3954532667994499 6.4907114505767813 4.2646555826067907 3.02170305326581 4.7655305527150631 8.5491683185100538 14.726229824125765 2.7033010199666023 1.780213709920645 3.3961834609508514 1.8644857741892336 3.8652691096067429 leaf_count=26486 32 31 24 15 38 35 35 23 38 24 25 36 71 18 17 21 24 24 internal_value=-2.06742e-05 -0.00554281 -0.00164904 -3.52309e-06 0.00728493 0.00196788 -0.00462264 -2.1379e-05 -3.2116e-05 -0.00933809 0.00816074 -1.88603e-05 -2.94933e-05 -0.0104398 -0.00394656 -0.0180715 -0.0141131 -0.0188165 internal_weight=7890.18 24.4302 18.6378 7865.75 19.2232 13.0963 10.2178 7846.52 7840.03 11.1516 8.80834 7828.88 7820.33 9.82944 6.348 5.79238 3.6447 6.88697 internal_count=27017 192 140 26825 123 85 70 26702 26679 86 49 26593 26557 91 59 52 41 48 is_linear=0 shrinkage=0.03 Tree=582 num_leaves=31 num_cat=0 split_feature=13 3 6 11 9 11 12 4 5 5 5 10 5 4 8 4 6 5 4 4 4 5 5 0 9 9 8 2 9 10 split_gain=0.807348 3.24139 2.26536 3.142 2.65726 2.36665 2.177 3.46831 2.94758 3.36213 2.71103 2.5756 2.49422 2.36368 2.17467 2.07471 1.9506 2.33565 2.81233 2.91963 2.68606 1.90272 3.34336 1.63409 2.00158 7.1579 5.88921 3.7442 2.21622 1.63704 threshold=1.7000000000000004 0.90000000000000013 1.1000000000000003 1.1666666666666672 2.7000000000000006 0.83333333333333337 1.7000000000000004 1.2950000000000006 1.1850000000000007 1.2250000000000008 0.95000000000000018 -1.0000000180025095e-35 1.5050000000000006 1.1750000000000005 5.7000000000000002 1.5550000000000008 0.3000000000000001 1.6900000000000006 1.2450000000000008 1.7750000000000004 2.2050000000000005 2.1450000000000009 2.2050000000000005 875.00000000000011 4.5000000000000009 4.3000000000000016 7.9000000000000012 1.1000000000000003 5.1000000000000005 2.1666666666666674 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 4 5 -3 15 10 13 11 -10 -1 -9 14 -8 -12 -4 17 18 -2 -20 -21 -6 -23 29 25 26 -25 -26 -29 -18 right_child=16 2 3 -5 21 -7 7 8 9 -11 12 -13 -14 -15 -16 -17 23 -19 19 20 -22 22 -24 24 27 -27 -28 28 -30 -31 leaf_value=0.0140258000594163 -0.015295977059265824 0.011775261770591208 -0.011688048498960778 0.0068732638193744833 -0.001964328149329867 -0.025057742603297576 0.0046318330974182793 -0.010556752453269083 0.02717426694752724 0.0045251247739909644 -0.013286629320638796 0.0034760751371997458 0.0085406701283711698 0.024205636849546051 0.0048900920401873512 0.0006602963421438496 2.8335043723469017e-05 0.020161298121912818 0.016627920012372139 -0.011587754152808055 0.016676487303850716 0.015565481725938912 5.7348669886000987e-05 0.0065221054090971453 -0.013963889708009752 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0.0155612 -0.00916554 -0.00724741 8.55251e-05 0.00644218 0.00289651 0.00694809 -0.00271759 -0.0013905 0.00278767 5.13815e-05 0.0027794 -0.00142124 0.00257937 0.00500278 0.00641147 -1.56262e-05 internal_weight=9071.33 982.739 801.947 73.6262 728.321 60.8598 180.792 130.316 107.799 60.418 50.4761 47.3814 42.8744 22.5165 33.7889 53.1745 8088.59 43.2142 34.3393 28.0847 14.0526 714.252 86.2492 8045.38 192.879 66.7563 57.2597 126.123 117.403 7852.5 internal_count=27017 3047 2510 264 2246 219 537 396 335 185 141 150 120 61 94 191 23970 146 118 101 59 2204 318 23824 692 252 218 440 415 23132 is_linear=0 shrinkage=0.03 Tree=583 num_leaves=31 num_cat=0 split_feature=9 5 2 7 4 5 2 4 12 6 2 5 4 4 2 4 3 10 11 2 5 5 4 3 3 6 8 9 5 4 split_gain=0.544086 2.80772 2.19825 4.90109 3.54848 2.34016 1.78772 2.11262 4.5746 5.18553 2.94674 2.34775 2.18074 1.92727 1.86224 1.91398 1.54074 1.46726 1.37948 5.40963 5.8695 6.73417 4.82874 2.22359 3.55761 5.29319 2.66534 4.56823 2.90436 2.13495 threshold=5.3000000000000016 2.225000000000001 1.1000000000000003 0.70000000000000007 1.3650000000000009 2.2850000000000006 3.5000000000000004 2.265000000000001 3.1000000000000005 1.1000000000000003 1.7000000000000004 0.89000000000000024 2.2350000000000008 2.225000000000001 3.3000000000000003 2.305000000000001 0.50000000000000011 1.0000000180025095e-35 -1.1666666666666663 2.9000000000000004 1.3250000000000008 1.7500000000000007 0.87000000000000033 2.3000000000000003 2.1000000000000005 1.5000000000000002 3.5000000000000004 4.7000000000000002 1.9850000000000003 2.2450000000000014 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -4 -5 7 11 9 10 -9 16 13 -13 15 -10 -2 -14 19 20 22 -22 -1 24 29 -26 27 -25 -28 -20 right_child=6 2 4 5 -6 -7 -8 8 14 -11 -12 12 17 -15 -16 -17 -18 -19 23 -21 21 -23 -24 26 25 -27 28 -29 -30 -31 leaf_value=-0.019994634752602426 -0.021397774588803157 0.033822999872609491 -0.019607555059600875 0.01821265079068346 0.0068131940633571952 -0.0069379805412545506 -0.012441500381483008 0.051928431753810386 0.011555177256723484 -0.00056074676594382799 0.017918879798099557 -0.00029081628764690331 -0.024769907043366502 0.017428966564926401 0.017826795139718649 -0.0025157499349179372 -0.0032551184947598477 -0.0025943748919938069 0.00042801316362721636 0.025908462771197599 -0.0083945046299759365 0.0041534809710322444 0.0034607546464057426 -0.0038507873727993366 0.00054676298889964881 0.01319564424852016 -0.0022211757254596873 0.019776971280332799 -0.011894709837442429 -0.004173542425629017 leaf_weight=8.3280735462903959 7.7146948948502567 7.638409540057185 5.5767685398459461 5.8089510798454267 25.469941012561321 7.8009545058012009 10.83473504707217 4.229446694254877 10.30753707885742 7.1329891681671134 5.0076649338006973 2840.4330119937658 5.427651181817053 5.534940466284751 5.5129731297492972 55.796188205480576 9.2807705998420698 5.3149601519107819 3682.1441316977143 6.3394263610243788 158.80741866677999 50.80786806344986 153.44230208545923 19.163844853639606 76.807935863733292 48.625324741005898 126.7273518294096 11.961109757423399 35.831308022141457 93.037503819912672 leaf_count=30 33 26 25 19 93 32 79 17 41 30 28 10277 25 22 27 257 37 24 12920 29 561 179 562 68 267 161 449 41 130 528 internal_value=3.75874e-05 0.000244746 0.00715579 0.0145907 0.00206736 0.00379676 -0.000277716 -0.000233218 0.00434583 0.0186535 0.033491 -0.000373418 -0.000307279 -0.000256354 0.00107537 -0.000321674 -0.0114906 -0.0137985 0.000163929 -0.00157079 -0.00203985 -0.00535305 0.00225325 0.000323968 0.000479757 0.00545021 -0.0028135 0.0052292 -0.00435342 0.00031461 internal_weight=7496.85 4524.32 52.295 21.2483 31.0467 13.6099 2972.53 2961.69 87.9868 16.3701 9.23711 2873.71 2856.71 2845.97 71.6167 66.1037 16.9955 10.7426 4472.02 377.725 371.386 209.615 161.77 4094.3 3900.61 125.433 193.684 31.125 162.559 3775.18 internal_count=27017 16120 195 77 118 51 10897 10818 400 75 45 10418 10348 10299 325 298 70 49 15925 1361 1332 740 592 14564 13876 428 688 109 579 13448 is_linear=0 shrinkage=0.03 Tree=584 num_leaves=27 num_cat=0 split_feature=5 13 13 4 13 7 0 6 12 4 4 11 5 10 5 11 4 3 8 13 7 4 5 5 0 4 split_gain=0.813556 2.30383 2.55388 2.87683 3.74984 3.96843 2.81927 2.41958 2.91668 2.2263 3.42634 1.70626 1.67996 1.63599 4.42364 2.27459 1.26855 1.21228 1.13021 3.64362 3.65183 2.07747 1.57887 1.93991 0.927688 0.00228323 threshold=0.99000000000000021 4.7000000000000011 2.5000000000000004 1.8300000000000005 2.3000000000000007 0.90000000000000013 525.00000000000011 1.3 1.1000000000000003 1.8750000000000002 1.4150000000000007 -0.66666666666666619 0.81000000000000016 -1.1666666666666663 0.78500000000000025 -0.33333333333333331 0.53500000000000014 1.0000000180025095e-35 5.5000000000000009 5.1000000000000005 2.7000000000000006 1.0850000000000006 3.0650000000000008 2.5050000000000012 475.00000000000006 1.9650000000000001 decision_type=2 2 2 2 2 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 -5 13 8 -1 10 -8 -9 -3 14 -4 -15 -2 -18 22 21 -21 -20 23 -19 -14 -11 right_child=16 12 6 4 -6 -7 9 11 -10 25 -12 -13 24 15 -16 -17 17 18 19 20 -22 -23 -24 -25 -26 -27 leaf_value=0.015450829392340517 -0.010917602023444441 0.0017124004067337834 0.01934159586879244 0.014079771203621302 0.031312451902803316 -0.017610159008353627 -0.0061562887660659626 -0.003009231927559385 -0.0046797714582191485 -0.023084627608252896 0.0068486039332110648 -0.018553065250996661 -0.0093660823359008345 0.0066849282863071019 -0.013783058434401802 0.00048680926282227213 -0.012273888646058058 0.00026407035713357861 -0.0048657899553502578 0.031696507361467841 5.354450894238778e-05 -0.00038873549633337514 -0.012378701497161089 0.0045475147318322692 -0.024768151463524742 -0.021842291107718719 leaf_weight=6.9150295481085768 9.4630914628505689 6.3979472666978863 4.7865059599280384 7.8174799978733081 4.4035657513886681 6.5248805992305279 64.944984301924706 9.6458981931209582 102.41270381957293 2.4904521703720084 25.349994219839573 18.634212121367455 7.2681927382945997 96.016351316124201 14.997036732733248 119.74275994673371 7.1495714075863352 5133.1135796308517 97.808433249592781 6.3131930232048017 6.8375458866357803 2015.0844494532794 8.794192820787428 96.953481905162334 6.8239882290363312 2.8608421925455332 leaf_count=24 27 25 25 47 32 61 248 33 448 18 117 69 29 369 61 470 39 16399 296 18 28 7733 29 311 32 29 internal_value=-2.06251e-05 -0.00118185 -0.00076769 -0.00392778 0.00709757 -0.000337173 0.000724183 -0.00542973 -0.0034065 -0.00361945 -0.00250521 -0.0132513 -0.0110363 0.00248799 -0.00576875 0.00324507 5.9296e-05 7.33865e-05 8.53727e-05 -0.000498004 0.0152442 -0.000595984 0.00032212 0.000343476 -0.0168244 -0.0224205 internal_weight=7889.55 508.033 487.543 156.354 18.7459 14.3424 331.189 137.608 109.328 95.6463 90.295 28.2801 20.4901 235.543 19.7835 215.759 7381.52 7372.05 7364.9 2126.04 13.1507 2112.89 5238.86 5230.07 14.0922 5.35129 internal_count=27017 2137 2051 714 140 108 1337 574 472 412 365 102 86 925 86 839 24880 24853 24814 8075 46 8029 16739 16710 61 47 is_linear=0 shrinkage=0.03 Tree=585 num_leaves=31 num_cat=0 split_feature=9 6 2 4 8 4 13 0 2 4 7 9 13 10 0 10 6 9 10 2 0 4 12 10 12 4 3 13 9 11 split_gain=0.79126 1.6214 2.88382 4.1454 3.04345 2.85971 2.42418 3.61036 3.98357 3.51522 2.53419 3.45838 2.26109 1.79141 1.71659 1.52591 1.35574 2.34461 3.24769 3.11742 1.84974 3.75051 2.88224 1.50488 3.73394 4.62274 1.72579 1.59217 2.69058 1.51217 threshold=6.3000000000000016 2.3000000000000003 1.7000000000000004 1.7150000000000005 2.5000000000000004 0.71500000000000019 3.7000000000000006 350.00000000000006 1.5000000000000002 1.2050000000000007 1.7000000000000004 7.7000000000000002 2.3000000000000007 1.0000000180025095e-35 200.00000000000003 -3.1666666666666661 2.3000000000000003 4.9000000000000012 -1.4999999999999996 1.7000000000000004 475.00000000000006 0.94500000000000017 3.5000000000000004 -1.4999999999999996 3.3000000000000007 1.0650000000000006 1.7000000000000004 4.9000000000000012 4.3000000000000016 1.1666666666666672 decision_type=2 2 2 2 2 2 2 2 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 5 3 4 -3 -2 10 9 -9 -8 12 -12 -7 -4 -6 -1 23 20 -19 -20 21 -18 -22 24 25 -17 -26 29 -29 -25 right_child=1 2 13 -5 14 6 7 8 -10 -11 11 -13 -14 -15 -16 16 17 18 19 -21 22 -23 -24 27 26 -27 -28 28 -30 -31 leaf_value=-0.013115147217236773 -0.017255216748008829 0.025195378300849103 -0.019153756100212142 0.024724234315417749 -0.0095220082555558059 0.00026867710626190915 -0.017003561223934743 -0.0045721884131938277 -0.02208745179926546 0.0081009181177769691 0.00070155417676880105 0.010633339160776942 -0.0023660821222092525 0.0010049415811311736 0.0033873922081737807 -0.008018895525663405 0.011964994960054341 -0.021490333926779355 -0.0014590596862410561 -0.012083870377091115 -0.0027891290691603276 0.00033733278966063357 0.009753639097528433 -4.7427679387104888e-05 -0.0068003302966446614 0.0052678627109495405 0.00070758948023951678 0.00015416200018480031 0.018761787435154453 0.0014655136421221344 leaf_weight=7.8375060558319083 9.5340792760252935 5.1787917241454116 7.6133186519145957 8.8348466306924802 10.994269728660582 605.71875750645995 6.4268043637275722 34.20658652484417 17.750849828124046 22.930656105279922 161.65447753667831 39.20767205953598 568.05711593478918 8.2848553210496885 59.121591448783875 26.085025489330292 30.971421808004379 8.966556675732134 168.12967858463526 29.165305286645889 189.97354035079479 128.75459893792868 18.055807754397392 5848.4200792908669 48.340480551123619 244.13801825791597 64.081079408526421 18.92201761901379 11.094162002205847 661.84821320325136 leaf_count=23 36 20 28 27 36 2000 20 101 52 65 465 112 1864 29 218 74 95 33 539 90 554 374 57 16999 154 701 191 54 32 1974 internal_value=-1.28247e-05 -0.000626319 0.00306914 0.00528348 0.00300237 -0.000878555 -0.000771315 -0.00580446 -0.0105561 0.00260516 -0.000473586 0.00264021 -0.00100643 -0.00864866 0.00136318 0.000115152 0.000128983 -0.00127205 -0.0038322 -0.00302968 0.000163846 0.00259198 -0.00170049 0.00024515 0.00207379 0.00398527 -0.00252076 0.000138164 0.00703165 0.000106381 internal_weight=9070.3 1565.51 100.028 84.1295 75.2947 1465.49 1455.95 81.3149 51.9574 29.3575 1374.64 200.862 1173.78 15.8982 70.1159 7504.78 7496.95 574.017 206.262 197.295 367.755 159.726 208.029 6922.93 382.645 270.223 112.422 6540.28 30.0162 6510.27 internal_count=27017 5073 358 301 274 4715 4679 238 153 85 4441 577 3864 57 254 21944 21921 1742 662 629 1080 469 611 20179 1120 775 345 19059 86 18973 is_linear=0 shrinkage=0.03 Tree=586 num_leaves=31 num_cat=0 split_feature=4 4 5 3 4 4 9 0 5 3 8 8 8 5 10 12 10 4 9 3 12 11 9 8 8 3 9 8 10 12 split_gain=0.548556 2.91236 3.71055 2.82695 3.08433 3.19303 3.64925 2.59262 2.54316 3.03379 2.95309 2.38664 2.21001 3.82692 3.12715 3.71252 3.02705 3.61318 2.84555 2.76369 2.74695 2.60187 2.11556 3.48642 2.68407 1.99292 2.46146 2.20804 1.93927 1.89897 threshold=1.8050000000000004 1.7750000000000004 2.1750000000000012 0.70000000000000007 2.1050000000000009 1.9850000000000003 4.7000000000000002 925.00000000000011 1.0550000000000006 2.3000000000000003 4.7000000000000002 6.1000000000000005 8.3000000000000025 1.7800000000000005 -1.1666666666666663 3.3000000000000007 1.1666666666666672 2.2350000000000008 3.3000000000000003 1.7000000000000004 4.1000000000000005 -0.33333333333333331 4.7000000000000002 4.9000000000000012 5.5000000000000009 0.50000000000000011 5.1000000000000005 6.3000000000000016 -2.8333333333333326 4.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 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 8 4 5 25 -7 -6 -3 10 -10 -8 14 16 22 18 20 -18 -16 -15 -14 -17 23 -5 -24 26 -2 -27 -1 -21 right_child=3 2 -4 12 7 6 11 -9 9 -11 -12 -13 13 19 15 21 17 -19 -20 29 -22 -23 24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.014722249039961149 -0.0035485325718054381 -0.021425268493907045 0.013277730205414345 0.016094740493544136 -0.014777181716147869 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38.757170401513577 43.685787506401539 59.650366425514221 25.724626839160919 10.181975565850733 9.5921749472618085 6173.3110183849931 11.091039322316645 leaf_count=31 79 43 33 40 174 54 23 23 98 34 253 30 148 39 160 700 18 27 1249 36 42 1360 143 188 240 108 46 45 21503 50 internal_value=3.72202e-05 -7.46575e-05 -0.00474394 0.000625873 -0.00378113 -0.000855921 0.00841777 -0.0118177 -0.00631469 -0.0049188 -0.00331239 0.0196125 0.00110809 -0.0040253 0.00146713 0.000761555 -0.0097778 0.00599288 0.00305506 0.00446195 -0.0138862 -0.000940556 0.00542193 0.000668051 0.0080448 -0.00443546 -0.0105479 0.000262482 1.44563e-05 -0.00216073 internal_weight=7496.54 6299.31 117.972 1197.23 118.08 86.5697 24.1091 31.5104 108.514 99.337 90.8112 12.5571 1079.15 70.5454 1008.6 855.902 42.0468 8.68987 364.61 28.4985 33.357 491.292 152.702 54.2945 98.4075 62.4606 27.1438 35.3168 6181.34 18.9671 internal_count=27017 21995 461 5022 582 385 107 197 428 385 351 53 4440 360 4080 3469 235 45 1409 125 190 2060 611 228 383 278 125 153 21534 86 is_linear=0 shrinkage=0.03 Tree=587 num_leaves=31 num_cat=0 split_feature=11 9 9 12 7 5 5 5 0 2 3 5 13 12 9 13 10 13 9 4 12 11 9 5 5 12 5 9 8 10 split_gain=0.809853 1.78458 1.9495 2.23399 1.86999 2.07644 3.87149 1.61969 2.8863 1.40147 0.976115 2.04029 2.89462 2.79332 2.53929 2.26035 2.83573 2.1477 2.80533 2.64859 1.70214 1.18193 1.95051 1.44427 1.26661 2.88084 1.58234 0.655575 1.32401 1.49961 threshold=2.1666666666666674 5.1000000000000005 6.9000000000000012 5.1000000000000005 0.50000000000000011 1.6850000000000005 1.9650000000000005 1.4750000000000008 475.00000000000006 1.5000000000000002 2.7000000000000006 2.1450000000000009 1.3000000000000003 3.5000000000000004 6.9000000000000012 3.1000000000000005 0.50000000000000022 1.9000000000000001 7.3000000000000016 1.0050000000000006 3.9000000000000008 -2.8333333333333326 5.9000000000000012 2.8950000000000009 2.6750000000000012 3.5000000000000004 2.5250000000000008 3.9000000000000004 5.7000000000000002 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 7 4 9 -3 -6 -7 8 -2 -4 21 13 14 -12 -13 20 -17 18 -14 -19 -15 22 -1 24 26 -26 -23 -9 29 -29 right_child=1 2 3 -5 5 6 -8 27 -10 -11 11 12 17 15 -16 16 -18 19 -20 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.01788182065289631 0.018216532165168955 0.018207131276764734 -0.019132800597903586 0.0080504325630893492 -0.0099299336477325691 0.021478642175804745 -0.0016739466433208668 -0.0031102878317192059 -0.01169039119080788 -0.0020548622430017652 -0.009197140698753218 -0.023169033829116507 0.012050932029052313 0.014831107787072426 -0.00053385614579362054 -0.0075571359968556453 0.012271534326905373 0.014054857690006485 -0.0048740261202973598 -0.0023528970045832596 0.0054601468780442752 -9.555493967238221e-05 -0.0015135764429012738 0.014423755495260641 0.0055029890285662733 -0.016159202943087293 0.0063478560855344526 -0.015864408271735183 -0.023815102935514244 0.00064737143223713833 leaf_weight=8.6866785213351267 5.6161444932222349 7.1208625584840766 10.341777279973035 6.9678277373313895 10.529752895236014 9.4382365345954913 20.880629524588585 8.9841648712754232 6.0146872699260712 7.4329792857170096 13.115467607975004 9.0630916506052035 27.817642241716385 21.447301119565964 8.7834304273128492 22.533106431365017 9.117669612169264 9.5349494069814664 12.901933401823042 124.05531507730484 93.482230752706528 7334.4542631488293 10.083335995674132 6.1781466752290717 9.4555464088916796 13.293051607906817 34.462577283382416 11.210354000329977 6.8893783427774897 8.8649821877479535 leaf_count=27 19 22 30 22 35 28 64 30 25 22 37 28 87 60 26 64 26 32 40 382 274 25322 31 20 29 42 104 36 27 26 internal_value=-2.06241e-05 -0.00246332 0.000492508 -0.00634723 0.00402043 0.00154736 0.00553343 -0.00698047 0.00275067 -0.0119912 1.72001e-05 0.00156113 -0.000521477 0.00406705 -0.0120288 0.00525388 -0.00184507 0.000656688 0.00668829 -0.0011818 0.00720889 -5.60454e-05 0.00746253 -7.51218e-05 -8.72403e-05 -0.00715523 -6.54207e-05 -0.0101289 -0.0124673 -0.00857304 internal_weight=7888.76 120.292 72.7121 24.7426 47.9695 40.8486 30.3189 47.5797 11.6308 17.7748 7768.47 351.852 192.156 159.696 17.8465 146.58 31.6508 174.31 40.7196 133.59 114.93 7416.61 18.77 7397.84 7391.67 22.7486 7368.92 35.9489 26.9647 20.0753 internal_count=27017 386 223 74 149 127 92 163 44 52 26631 1056 595 461 54 424 90 541 127 414 334 25575 58 25517 25497 71 25426 119 89 62 is_linear=0 shrinkage=0.03 Tree=588 num_leaves=18 num_cat=0 split_feature=13 13 0 4 2 8 9 13 6 4 9 9 4 5 11 4 7 split_gain=0.787885 0.841016 0.804414 3.24583 4.92612 4.51496 4.37114 4.21808 3.96462 2.4289 2.02203 2.97908 4.54716 3.86312 1.97702 4.48506 2.34845 threshold=6.1000000000000005 5.9000000000000012 525.00000000000011 1.2750000000000006 0.90000000000000013 5.5000000000000009 2.9000000000000004 2.7000000000000006 0.50000000000000011 1.2350000000000005 2.1000000000000005 1.7000000000000004 1.2150000000000005 0.8300000000000004 1.1666666666666672 1.2450000000000008 0.50000000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 5 7 6 -4 -5 -6 -7 11 13 -13 -1 16 -16 -12 right_child=-2 -3 3 4 8 9 -8 -9 -10 -11 14 12 -14 -15 15 -17 -18 leaf_value=0.0066015178600988848 0.0090166027717521573 -0.010488001316182402 -0.0075898871043670159 -0.00043630869568277457 0.0047277947257073219 0.0051247272748469698 0.0016135782958733992 -0.008453649354868616 -0.0002102653154435947 0.015720745355711298 -0.0030961768163045066 -0.0016129713152057616 0.020850181153556805 -0.018327277147420343 -0.0028126735925028848 0.0028118619874029282 -0.00029263433249536799 leaf_weight=15.10076190531254 8.6895687580108625 6.9037611186504355 49.599083334207535 120.95667115598917 162.62554825097322 103.54847164452076 730.25261975079775 115.41477997601032 1460.2533509880304 23.978749260306358 283.30019388347864 14.167308032512663 18.970352187752724 8.8874397873878461 174.04953584820032 478.07035208493471 5294.658097602427 leaf_count=45 25 20 140 365 547 303 2222 332 4478 69 957 40 55 25 564 1437 15393 internal_value=-1.2518e-05 -2.11773e-05 -1.31961e-05 0.000413087 -0.000304763 0.00188399 0.00102823 -0.00435099 0.000284568 0.00711708 -0.000200778 0.00541767 0.0112465 -0.0026344 -0.000252296 0.00131068 -0.000435024 internal_weight=9069.43 9060.74 9053.83 2766.63 1859.25 907.379 779.852 236.371 1622.88 127.527 6287.2 57.1259 33.1377 23.9882 6230.08 652.12 5577.96 internal_count=27017 26992 26972 8456 5722 2734 2362 697 5025 372 18516 165 95 70 18351 2001 16350 is_linear=0 shrinkage=0.03 Tree=589 num_leaves=26 num_cat=0 split_feature=11 2 5 5 0 13 6 3 4 2 11 7 8 6 7 5 7 11 5 7 6 9 13 5 9 split_gain=0.544306 0.54536 2.85217 3.32933 1.96008 1.82438 1.94792 1.64864 1.28308 0.959877 3.80615 4.60004 5.00359 3.93061 6.52288 3.98091 2.54128 1.18639 3.35494 3.87111 3.24452 0.968905 3.43487 2.35484 0.42703 threshold=3.1666666666666674 0.3000000000000001 1.0750000000000008 1.9750000000000003 475.00000000000006 4.1000000000000005 2.5000000000000004 1.1000000000000003 1.0550000000000004 0.50000000000000011 -1.0000000180025095e-35 1.9000000000000001 3.9000000000000004 1.1000000000000003 0.50000000000000011 1.0550000000000006 2.3000000000000003 2.1666666666666674 1.8300000000000005 1.3 0.90000000000000013 3.7000000000000006 1.1000000000000003 0.82000000000000028 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 5 -5 6 -4 -7 -1 10 11 12 -3 15 -15 -12 -13 21 19 -19 -20 22 -11 -23 -2 right_child=24 9 3 4 -6 7 -8 -9 -10 17 13 16 -14 14 -16 -17 -18 18 20 -21 -22 23 -24 -25 -26 leaf_value=-0.017262974044639931 -0.00021313876454161283 0.0092758607159059876 0.004847020460671007 -0.025751927396616203 -0.001545834065607029 0.026482527661426371 -0.012685296907247871 0.0048697819491734266 -0.00076840730291633831 0.014085380083162145 -0.021680728895496163 0.021180096930266366 -0.0043775620716950056 0.016377300646778063 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-0.000264174 -0.00411333 -0.00675681 0.00235007 0.0138622 8.67801e-05 0.00344629 0.00860688 -0.00282186 4.13682e-05 0.000802502 -0.00012454 -0.00703706 internal_weight=7496.27 7486.49 140.523 123.46 12.585 110.875 98.1663 12.7089 17.063 7345.96 347.126 140.081 114.756 207.046 146.946 60.0997 25.325 6998.84 93.3445 51.1953 42.1492 6905.49 1235.84 5669.65 9.77759 internal_count=27017 26972 484 424 53 371 331 40 60 26488 1213 491 405 722 516 206 86 25275 317 163 154 24958 4386 20572 45 is_linear=0 shrinkage=0.03 Tree=590 num_leaves=31 num_cat=0 split_feature=7 9 5 10 5 6 11 8 0 13 0 5 4 10 5 9 9 3 4 0 9 11 5 12 8 13 10 9 5 0 split_gain=0.806357 2.57724 3.08874 3.3142 2.7081 4.78978 4.79385 2.62985 3.38627 2.53982 2.22924 4.82134 3.24871 2.86309 3.87773 3.36041 2.39106 2.93818 2.30144 2.19215 1.75122 2.52721 2.28849 2.22122 2.21962 2.16498 2.05731 1.79556 2.8305 3.75934 threshold=2.1000000000000005 3.5000000000000004 1.4650000000000007 0.50000000000000022 1.2450000000000008 1.7000000000000004 -1.0000000180025095e-35 5.5000000000000009 200.00000000000003 3.5000000000000004 350.00000000000006 2.1050000000000009 1.7300000000000004 -0.83333333333333315 1.5350000000000008 6.5000000000000009 6.9000000000000012 1.1000000000000003 2.0050000000000012 475.00000000000006 2.1000000000000005 -0.66666666666666619 0.67500000000000016 1.5000000000000002 1.1000000000000003 3.3000000000000007 0.33333333333333326 2.3000000000000003 0.95000000000000018 525.00000000000011 decision_type=2 2 2 2 2 2 2 2 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 4 -4 7 6 -6 9 -9 -2 12 16 13 14 -3 -15 19 -18 -14 -12 21 -1 23 -22 -23 26 -26 28 -24 -30 right_child=1 10 3 -5 5 -7 -8 8 -10 -11 11 -13 18 15 -16 -17 17 -19 -20 -21 22 24 27 -25 25 -27 -28 -29 29 -31 leaf_value=-0.018193270780362952 0.010281611402633664 -0.020937569586425852 -0.018323095981504584 0.0094658900804015476 0.024506772335164281 0.022860713457846644 -0.0076246442306232703 0.031331171997719454 0.0040081084710047957 -0.004607607765339335 0.0043881109651056349 -0.020896287684098305 -0.019803952910468024 -0.0030552175209829628 0.002301528772386804 0.010437826812205226 -0.0042231205505422831 0.016949836183810602 -0.00049533247487966469 -0.0017032169920003636 0.0068756016613344259 0.016534000035735241 0.024875509897027279 -0.02042241003947463 -0.018206274456702608 0.009077825689173492 0.0018751535272058251 0.00010416358734578019 -0.0045700979583255625 0.019848898859799891 leaf_weight=11.236747696995733 12.813898611813782 16.490904167294506 11.749805405735971 5.7541514560580245 5.7986549064517048 16.902639538049698 14.96089995279908 5.1957862824201611 19.049030058085918 52.789407968521118 64.265966143459082 10.240490257740019 19.025379709899429 118.83451260626316 10.626313492655752 19.311249792575836 9.5011200234293955 15.557505719363688 7.8472025655210009 308.04107291996479 3.7862390577793112 5.0830798596143749 6.480233769863843 9.204326927661894 11.708137474954134 7.0712604969739905 7.5537956394255152 7054.0837545245886 18.819081202149395 8.1233880855143052 leaf_count=49 61 65 50 24 23 56 66 20 104 206 248 36 92 437 36 61 34 51 50 1257 17 18 29 53 51 24 35 23664 67 33 internal_value=-2.03739e-05 -0.000959755 0.0026292 -0.0091879 0.00425139 0.0110042 0.00135045 0.00142079 0.00986358 -0.00169939 -0.00182755 -0.000571802 -0.00449154 -0.0029185 -0.011831 -0.00116904 -4.80208e-05 0.00892199 -0.0141655 -0.000651759 7.75675e-05 -0.00598304 0.000113974 -0.0124661 -0.00161578 -0.00511922 -0.0103311 0.000137032 0.00707407 0.00279244 internal_weight=7887.91 744.756 145.014 17.504 127.51 37.6622 20.7596 89.8481 24.2448 65.6033 599.742 407.606 192.136 165.263 27.1172 138.146 397.366 25.0586 26.8726 372.307 7143.15 42.653 7100.5 12.9906 31.4163 26.3332 19.2619 7087.51 33.4227 26.9425 internal_count=27017 2977 610 74 536 145 89 391 124 267 2367 1626 741 599 101 498 1590 85 142 1505 24040 177 23863 70 128 110 86 23793 129 100 is_linear=0 shrinkage=0.03 Tree=591 num_leaves=26 num_cat=0 split_feature=8 2 4 4 7 7 10 8 9 4 9 11 10 13 7 7 4 11 4 13 4 13 5 9 12 split_gain=0.778653 3.19038 1.03399 4.90837 1.76464 2.34623 2.17867 1.9218 1.65839 1.45235 4.07942 2.79703 1.88036 1.35881 1.33743 1.30763 2.25336 3.08194 3.07991 1.38312 5.01643 1.96748 1.13946 0.963356 0.463916 threshold=10.100000000000001 1.7000000000000004 2.3450000000000011 2.3750000000000009 2.1000000000000005 1.5000000000000002 1.1666666666666672 4.9000000000000012 5.9000000000000012 2.2850000000000006 4.5000000000000009 0.50000000000000022 -0.33333333333333331 3.3000000000000007 1.5000000000000002 0.3000000000000001 1.7000000000000004 0.50000000000000022 1.5850000000000006 1.3000000000000003 2.0750000000000006 1.7000000000000004 1.4150000000000007 4.3000000000000016 4.1000000000000005 decision_type=2 2 2 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 8 5 7 -7 -5 22 15 14 12 -12 24 -11 16 18 -18 -1 20 -17 -21 -4 -15 -6 right_child=1 -3 3 4 13 6 -8 -9 -10 10 11 -13 -14 23 -16 19 17 -19 -20 21 -22 -23 -24 -25 -26 leaf_value=-0.0029489059142287439 0.0094831551761252117 -0.018687206924040328 0.011214583986042262 -0.012217336761203564 0.010930942229533643 -0.0024857484032864709 -0.017520661602639633 0.0025688887036640772 0.0020370913745788783 0.0012924603861233265 -0.015797914228062024 -0.02107712013678997 0.0010373482522828821 -0.0071676672612518786 0.02078782197483749 0.00094158686652391686 -0.016582324358351025 0.0023918453893911878 0.011915855702893068 -0.0017011859153742758 0.016426085908991191 8.7791515774306348e-05 0.026320559626307204 0.0094802103137244572 0.025059370203716309 leaf_weight=82.61956200748682 6.2315489798784247 8.6279846355319005 8.3550110161304527 8.5241578221321088 4.2192107737064379 31.273363918066025 12.003694221377371 109.99817279726267 6.8831786289811125 7.3103459030389768 8.6925948113203031 13.041302338242529 19.070450529456142 5.4508547037839872 5.5878052115440369 219.07194708287716 21.314260646700859 12.065887928009031 14.790606722235678 595.36679987609386 20.600327998399734 7826.4501854628325 9.7253304719924909 7.341996818780899 4.1480918079614639 leaf_count=316 19 29 37 27 21 126 45 381 22 25 27 39 62 23 23 660 72 38 49 1815 67 23008 35 31 20 internal_value=-1.18339e-05 -0.00687358 -5.72227e-07 0.00209057 0.000387968 -0.000677505 -0.00665596 0.00150546 0.0145691 -4.97242e-05 -0.00496827 -0.009617 -0.00423376 0.00853502 0.00973834 -1.96821e-05 -0.00299697 -0.00972375 -0.000691864 2.52756e-05 0.00227251 -3.86774e-05 0.01934 0.00238678 0.0179351 internal_weight=9068.76 14.8595 9053.91 207.923 182.96 161.799 43.2771 118.522 24.9635 8845.98 53.7025 40.8043 27.763 21.1602 12.8982 8792.28 130.79 33.3801 97.4102 8661.49 239.672 8421.82 18.0803 12.7929 8.3673 internal_count=27017 48 26969 768 674 579 171 408 94 26201 176 128 89 95 48 26025 475 110 365 25550 727 24823 72 54 41 is_linear=0 shrinkage=0.03 Tree=592 num_leaves=24 num_cat=0 split_feature=5 6 0 10 3 3 8 10 11 5 3 8 8 11 11 5 13 5 4 4 13 4 4 split_gain=0.531579 2.02977 1.22671 3.075 1.42977 0.898913 2.07644 1.96299 2.29104 2.5798 0.96352 3.04771 3.55876 3.97856 3.1824 2.87969 0.694699 1.66432 0.663203 0.660472 4.02665 3.74087 0.558661 threshold=2.8250000000000006 0.70000000000000007 475.00000000000006 0.50000000000000022 2.9000000000000004 3.3000000000000003 6.1000000000000005 -0.83333333333333315 -0.83333333333333315 2.1750000000000012 2.9000000000000004 3.3000000000000003 4.9000000000000012 2.1666666666666674 1.1666666666666672 2.2350000000000008 0.70000000000000018 1.6250000000000002 1.4050000000000007 1.2550000000000006 1.5000000000000002 1.3650000000000009 1.8900000000000006 decision_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=5 -2 3 18 -4 10 7 -7 -9 -10 16 15 13 -13 -14 -12 17 -1 -3 20 -18 -21 -8 right_child=1 2 4 -5 -6 6 22 8 9 -11 11 12 14 -15 -16 -17 19 -19 -20 21 -22 -23 -24 leaf_value=-0.019808145611325371 0.022856779072795975 -0.0068099233164487455 0.019888911115141687 0.012517353870802411 -0.00044117744300127483 -0.01818833774546982 -0.023225452752454759 -0.014837892464051134 -0.0098184461697837355 0.00964034731313047 0.027105459432444662 -0.0090844312051563385 0.010923106619260051 0.017450254945219231 -0.0050029212501428227 -0.0017200492034217865 -0.0059764919271413953 0.0033043298425988405 -0.023866051846692451 0.0019205523548863157 -0.00012022809665307915 -0.0001881540590568955 -0.0080053210243196098 leaf_weight=5.2384637743234617 4.3884421139955547 3.5423013567924517 5.0667796656489363 5.2786988019943228 8.0754704996943456 5.3612603470683089 5.321625888347624 6.6364937797188714 8.3072323650121742 23.416978120803833 8.3166149705648404 37.115721091628075 37.540814839303493 5.893047794699668 16.150332972407341 4.991008833050727 110.72009563446045 6.0338825881481171 4.8760922700166702 938.05391642451286 2315.9433892518282 3926.1236735582352 3.6654644683003426 leaf_count=23 14 20 20 21 35 30 31 36 40 99 30 144 138 21 60 21 380 23 26 3175 7865 14746 19 internal_value=3.58854e-05 0.00394185 0.000849107 -0.00543331 0.00739676 1.95455e-05 -0.00388436 -0.00118477 0.00119164 0.00454491 4.73069e-05 0.00283403 0.000981629 -0.00544866 0.00613255 0.0162945 5.32449e-06 -0.00743646 -0.0166892 1.68302e-05 -0.000387429 0.000218509 -0.0170178 internal_weight=7496.06 31.2278 26.8393 13.6971 13.1423 7464.83 52.7091 43.722 38.3607 31.7242 7412.12 110.008 96.6999 43.0088 53.6911 13.3076 7302.11 11.2723 8.41839 7290.84 2426.66 4864.18 8.98709 internal_count=27017 136 122 67 55 26881 255 205 175 139 26626 414 363 165 198 51 26212 46 46 26166 8245 17921 50 is_linear=0 shrinkage=0.03 Tree=593 num_leaves=18 num_cat=0 split_feature=4 3 3 4 9 6 12 12 2 5 9 6 8 8 11 5 11 split_gain=0.787896 1.3168 1.9239 1.09927 1.23173 1.59596 1.38095 1.17352 1.04348 1.75545 0.860557 1.04405 0.832054 2.43535 0.188723 0.00157896 0.000671584 threshold=2.7150000000000003 1.9000000000000001 2.5000000000000004 2.5850000000000013 5.1000000000000005 0.70000000000000007 3.9000000000000008 6.5000000000000009 3.5000000000000004 1.3850000000000005 3.7000000000000006 1.3 10.100000000000001 9.3000000000000025 1.0000000180025095e-35 1.7000000000000004 0.83333333333333337 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 10 -3 7 6 -6 -5 8 12 -10 -2 15 13 -1 -11 16 -12 right_child=1 2 -4 4 5 -7 -8 -9 9 14 11 -13 -14 -15 -16 -17 -18 leaf_value=-6.2841061390767599e-06 0.0041585440161297227 0.011453664469639984 -0.013355379653754929 0.013634279813226442 0.025184842709743013 0.0037287330434910616 -0.015009063860864376 0.012769676535772712 0.0057889111941247752 -0.013170057450182602 -0.021177470727001258 0.00029971039624422554 0.0093009425317287509 -0.012267258360496266 -0.023229719337817416 -0.022338475176380736 -0.02192565151872931 leaf_weight=7802.9377386365086 2.3405729122459915 7.195020027458666 4.619402103126049 2.5059254132211235 5.2633192762732488 7.6620573326945305 3.8303653746843338 6.4500251710414878 4.2901948653161508 3.0387067198753357 3.3699186444282514 2.6121638640761375 8.611839756369589 14.60718536749482 3.7493883222341537 2.5277887769043446 1.5888573937118051 leaf_count=26486 30 35 20 23 28 39 33 23 38 23 50 21 36 71 25 21 15 internal_value=-2.0499e-05 -0.0054193 0.00175341 -3.84606e-06 0.00715421 0.0124658 -0.00368097 -2.1424e-05 -3.19511e-05 -0.00923262 -0.0122317 -0.0160304 -1.89271e-05 -2.91939e-05 -0.0187265 -0.0217283 -0.0214172 internal_weight=7887.2 24.2537 11.8144 7862.95 19.2617 12.9254 6.33629 7843.69 7837.24 11.0783 12.4393 10.0987 7826.16 7817.54 6.7881 7.48656 4.95878 internal_count=27017 192 55 26825 123 67 56 26702 26679 86 137 107 26593 26557 48 86 65 is_linear=0 shrinkage=0.03 Tree=594 num_leaves=31 num_cat=0 split_feature=13 3 10 5 5 4 3 0 7 5 5 7 13 6 11 11 9 5 0 5 7 8 10 11 10 4 12 10 3 4 split_gain=0.763243 3.156 2.92714 2.83549 2.96876 3.81622 3.39893 3.1192 2.95189 3.72304 3.12122 2.74718 2.38448 1.87763 2.05911 3.43526 2.52908 3.50701 2.56914 2.0526 1.82757 2.39394 5.56006 2.56697 1.81622 1.2331 3.00827 2.86461 3.21584 2.47587 threshold=1.7000000000000004 1.1000000000000003 1.5000000000000004 1.0950000000000004 2.1050000000000009 1.8900000000000006 2.5000000000000004 875.00000000000011 0.90000000000000013 1.9900000000000007 2.0250000000000008 0.70000000000000007 1.5000000000000002 0.70000000000000007 -1.8333333333333328 -1.1666666666666663 3.1000000000000005 0.81000000000000016 525.00000000000011 1.7500000000000007 1.3 3.9000000000000004 -0.83333333333333315 -1.0000000180025095e-35 -0.66666666666666663 2.5350000000000006 3.1000000000000005 -1.8333333333333328 2.1000000000000005 2.495000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 20 11 8 6 -6 -7 10 -10 -5 -3 -4 14 -2 19 17 -17 -18 24 21 22 -1 -23 -16 29 -27 -28 -29 -15 right_child=13 3 12 4 5 7 -8 -9 9 -11 -12 -13 -14 25 15 16 18 -19 -20 -21 -22 23 -24 -25 -26 26 27 28 -30 -31 leaf_value=0.013909462239846576 0.015247513004498317 -0.0017939633054627527 0.025087789672669517 -0.001345825003726212 0.0033120512025101461 0.012905132268051381 -0.010428157015933193 -0.0082309011016268013 -0.0083192455514753058 0.014217585272712736 -0.012722942973558219 0.017737000480649131 0.0021834071105742404 -5.3738498866176768e-05 -0.022920274653133073 0.017374104186623815 0.0010730697954269143 -0.0086524430356573583 0.0055588949961377929 0.0061278171975792453 -0.012992648620058108 0.0065001879268108444 -0.0088507198569751731 -0.00010287173677766783 -0.0063368705101329659 -0.014010121420364266 0.02826191459674356 0.0087489548199428113 -0.0094789310211217375 -0.012212448288855432 leaf_weight=12.30521723628044 9.9515580832958204 13.174489244818689 8.538628891110422 396.47163216024637 39.837938144803047 35.474701017141342 27.311267480254173 7.6368486881256095 124.31490096449852 6.9668444991111746 22.958858236670494 12.758566826581953 7.85288381576538 7423.2144625969231 8.0829551964998263 5.3838613107800475 319.35311762988567 34.636430278420448 179.48916377127171 8.2634406983852369 8.0767295062541944 98.6180150359869 44.934017732739449 114.51787508279085 22.458793371915817 7.1759368777275077 5.0145373940467826 36.83251465857029 11.409223526716231 15.103534981608389 leaf_count=35 30 39 27 1218 145 107 135 22 366 21 84 39 25 21904 23 21 917 108 592 25 26 293 128 337 68 28 19 147 34 54 internal_value=-1.16827e-05 -0.00080158 0.00179464 -0.00191597 -0.00229775 0.00219558 -0.00227644 0.00916106 -0.00319739 -0.00712326 -0.00196859 0.0078149 0.0141147 8.42171e-05 0.00171725 0.00148417 0.00210499 -0.00515114 0.00268712 -0.00713681 0.0010694 0.00148947 -0.00395777 0.00295237 -0.0107257 -4.37513e-05 0.00422429 0.00668126 0.00443804 -7.84268e-05 internal_weight=9068.12 981.749 294.843 686.906 660.973 110.261 67.1492 43.1115 550.712 131.282 419.43 25.9331 16.3915 8086.37 587.619 577.668 538.863 40.0203 498.842 38.8052 278.452 270.375 57.2392 213.136 30.5417 7498.75 60.4322 53.2563 48.2417 7438.32 internal_count=27017 3047 871 2176 2098 409 280 129 1689 387 1302 78 52 23970 1784 1754 1638 129 1509 116 819 793 163 630 91 22186 228 200 181 21958 is_linear=0 shrinkage=0.03 Tree=595 num_leaves=31 num_cat=0 split_feature=4 4 9 3 4 9 9 10 10 9 0 9 7 5 5 5 4 13 5 9 2 5 7 2 10 4 2 9 8 2 split_gain=0.536041 2.79956 3.60406 2.7213 2.99276 3.13179 2.57861 2.51421 3.16272 2.51554 2.50966 2.26146 2.18741 6.81787 4.12475 3.31364 3.37892 2.78935 3.38098 2.77934 2.39676 2.02137 1.97136 1.89085 1.88583 1.83215 1.76909 4.25473 3.84028 1.90014 threshold=1.8050000000000004 1.7750000000000004 7.9000000000000012 0.70000000000000007 2.1050000000000009 6.7000000000000002 4.3000000000000016 -0.33333333333333309 -0.83333333333333315 3.5000000000000004 925.00000000000011 6.9000000000000012 1.3 0.8650000000000001 1.3050000000000006 1.3450000000000006 2.0350000000000006 2.1000000000000005 1.2150000000000005 7.7000000000000002 3.1000000000000005 1.4050000000000009 1.3 1.5000000000000002 -2.8333333333333326 2.1850000000000009 2.7000000000000006 5.9000000000000012 4.1000000000000005 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 6 4 5 7 -3 8 -2 -9 -6 22 13 -5 20 16 -16 21 -19 -17 23 -15 -8 -14 -1 -22 29 28 -28 -26 right_child=3 2 -4 12 10 -7 11 9 -10 -11 -12 -13 14 17 15 19 -18 18 -20 -21 25 -23 -24 -25 26 -27 27 -29 -30 -31 leaf_value=-0.014571771507002947 -0.0051462360839724369 -0.012715431035891126 0.016572137903040414 0.038208000213994377 -0.014631964414706714 0.020563769911748787 0.0035090611079415523 0.0060747956445243462 0.013366075004804188 -0.010491490218228629 0.012785318598847259 -0.020829826209590237 0.00028276619361945467 -0.0038771033815701256 7.7307407347796225e-05 0.0011615108831709861 0.023606107448658924 0.014658318940199328 0.0032588660300507302 -0.010436121672654085 0.027256136220182321 0.0015980417109193398 -0.0065525792910872457 -0.0083371253584680772 0.00014790186729855882 -0.0018727898260140566 -0.015771960460723978 0.026310939119711919 0.009731769873545985 -0.0018192124593838434 leaf_weight=7.9701117426156989 16.870367735624313 34.854806415736675 6.7802168577909461 4.7345157861709586 27.859209995716814 5.7439211905002585 36.143808998167515 10.624235957860945 16.36070117354393 36.905546121299267 3.3680013678967944 5.8203049004077902 30.961756721138954 80.635009095072746 10.398401550948622 336.66998010873795 11.644602555781601 26.246008515357971 217.18557275831699 19.684483408927917 3.4800424128770819 245.31671959161758 34.022268205881119 87.996828481554985 5662.7559673562646 4.4010439738631248 8.209848985075956 7.8213098347187033 15.063073322176932 479.35545101761818 leaf_count=31 78 145 23 21 174 22 137 48 73 164 23 23 125 365 42 1371 56 112 813 82 17 939 133 461 19608 36 30 27 59 1779 internal_value=3.50372e-05 -7.55596e-05 -0.00466046 0.000616973 -0.00371396 -0.000840161 -0.00595927 -0.00236246 0.00396796 -0.00678846 -0.0116749 -0.00286023 0.00108937 0.0023563 -0.000350274 0.0012191 0.0125068 0.00205819 0.00448792 0.000520875 -0.00503214 0.000243582 -0.00136965 -0.0060936 1.16863e-05 0.0109896 3.05147e-05 0.00716824 0.000734972 -5.61977e-06 internal_weight=7495.88 6298.8 117.621 1197.09 117.732 86.5048 110.841 80.7609 33.2311 47.5298 31.2272 75.9864 1079.35 574.118 505.237 378.397 22.043 569.383 243.432 356.354 126.84 325.952 70.1661 118.959 6181.18 7.88109 6173.21 31.0942 23.2729 6142.11 internal_count=27017 21995 461 5022 582 385 438 363 151 212 197 293 4440 2250 2190 1551 98 2229 925 1453 639 1304 270 586 21534 53 21503 116 89 21387 is_linear=0 shrinkage=0.03 Tree=596 num_leaves=13 num_cat=0 split_feature=5 5 9 0 5 10 11 0 9 7 9 9 split_gain=0.786671 0.903714 2.78866 1.61994 1.35249 3.4017 1.53273 2.10201 1.80301 0.837644 2.55944 1.66194 threshold=3.2350000000000008 2.9150000000000005 8.5000000000000018 475.00000000000006 2.8350000000000004 -1.0000000180025095e-35 -2.8333333333333326 350.00000000000006 6.1000000000000005 2.1000000000000005 3.5000000000000004 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 -6 7 -1 -9 11 -11 -8 right_child=-2 2 -4 -5 5 -7 9 8 -10 10 -12 -13 leaf_value=-0.0031888413560473392 -0.01062607030503312 0.024005167804108742 -0.0099409655892928276 0.0032434540498707345 -0.025396370051620418 0.0049266952056474887 -0.0058528201069201731 0.025998271017115056 0.0037672609367637882 0.0025806439508076224 -0.0018610212328060557 0.0001023857864250249 leaf_weight=9.1787992417812365 6.2888211756944647 7.0706498622894305 6.4101126641035071 6.4840537458658218 6.3796251118183136 6.9644148126244527 42.430103454738855 6.9602728784084302 6.2153991013765335 145.13903880491853 597.15873832814395 7040.0986826270819 leaf_count=28 21 24 19 23 19 25 177 22 21 610 2362 23666 internal_value=-1.98681e-05 -1.14041e-05 0.0063632 0.0140736 -2.75949e-05 -0.0095704 -1.13674e-05 0.0078329 0.0155112 -3.37774e-05 -0.000992557 6.67093e-05 internal_weight=7886.78 7880.49 19.9648 13.5547 7860.53 13.344 7847.18 22.3545 13.1757 7824.83 742.298 7082.53 internal_count=27017 26996 66 47 26930 44 26886 71 43 26815 2972 23843 is_linear=0 shrinkage=0.03 Tree=597 num_leaves=31 num_cat=0 split_feature=10 11 4 12 10 13 9 5 5 4 5 7 9 2 8 8 11 12 13 5 12 4 5 9 8 10 8 4 10 3 split_gain=0.757496 3.05292 4.23024 5.03857 3.88259 3.7296 3.66877 3.49472 4.55073 3.44561 3.03965 2.88075 2.64913 2.37979 2.13108 2.03721 1.69989 1.49019 1.31746 1.11301 4.1192 2.71019 5.08082 3.72751 3.11587 4.72008 3.93279 2.78198 2.55798 2.81875 threshold=1.5000000000000004 0.33333333333333326 1.8900000000000006 2.9000000000000008 2.5000000000000004 3.7000000000000006 4.3000000000000016 1.0650000000000006 1.1250000000000007 1.7300000000000004 0.8450000000000002 1.9000000000000001 4.3000000000000016 1.9000000000000001 5.9000000000000012 4.9000000000000012 0.83333333333333337 2.9000000000000008 2.5000000000000004 0.99000000000000021 2.3000000000000007 1.2450000000000008 0.89000000000000024 2.9000000000000004 3.3000000000000003 0.50000000000000022 6.5000000000000009 1.3650000000000009 -0.49999999999999994 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 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 9 -4 6 7 -5 17 -9 10 -2 -12 -10 18 -6 -15 -7 -3 -11 20 21 24 27 -24 25 -1 -26 -23 29 -22 right_child=1 5 3 4 14 16 -8 8 12 13 11 -13 -14 15 -16 -17 -18 -19 -20 -21 28 22 23 -25 26 -27 -28 -29 -30 -31 leaf_value=9.1030606077699896e-05 -0.02659758185892324 -0.005187309783591925 0.021474201687024679 -0.020961289876789621 0.025488544575530882 0.020850190748664742 -0.00031045388904299209 0.025327446144301852 -0.0073550811921405295 -0.032698144552783075 -0.0048646628873854226 0.0055696577936130308 0.0029247667372952067 -0.018084444632206605 0.0020004653085856521 0.00065508566236417102 0.0031372690038619388 -0.024283313395418844 -0.014656590251114458 -5.2044451554758461e-05 0.0023252828591747415 -0.0056841762981500281 0.0066855730781766225 -0.0091057114090027508 0.0049881457884395283 -0.021942257352941901 -0.013804916944417047 0.003892720035226449 0.0025491921142046007 0.015177097318243337 leaf_weight=44.812058806419373 5.0243759453296652 8.4952206015586835 11.159651115536688 9.6216095089912397 6.8718688637018186 12.495349749922754 39.646995566785336 7.0256832987070075 29.458458378911018 6.9517568945884687 125.73751167207956 29.376993447542191 96.369170442223549 9.253949388861658 7.0362413972616196 11.980531722307203 7.9969765096902838 6.4858345836400977 7.6530022025108337 7916.695838034153 26.581858426332474 36.910997360944748 15.488487005233763 102.38090980052948 172.15402516722679 10.873872399330137 10.641345888376234 104.83061960339546 150.43306957930326 36.379829332232475 leaf_count=124 14 24 35 33 23 36 131 21 88 20 378 82 298 27 24 37 23 22 22 23641 89 101 43 283 471 30 29 300 457 111 internal_value=-1.17253e-05 -0.00122788 -0.00320287 0.0028907 -0.00039192 0.00194375 -0.00434333 0.000281164 0.00183007 -0.00551423 -0.00363239 -0.00288852 0.000518074 -0.0139227 0.0136057 -0.00751157 0.0139379 -0.0134547 -0.0232442 5.01018e-05 0.00118668 -0.000307424 -0.00242838 -0.00703068 0.00200145 -0.00421144 0.00389412 0.0013988 0.00467412 0.00975118 internal_weight=9066.82 438.641 270.314 74.3364 63.1767 168.327 49.2686 147.834 132.853 195.978 160.139 155.115 125.828 35.8392 13.9081 21.2345 20.4923 14.9811 14.6048 8628.18 711.487 498.092 259.611 117.869 238.481 55.6859 182.795 141.742 213.395 62.9617 internal_count=27017 1338 826 246 211 512 164 453 407 580 474 460 386 106 47 64 59 46 42 25679 2038 1381 727 326 654 154 500 401 657 200 is_linear=0 shrinkage=0.03 Tree=598 num_leaves=28 num_cat=0 split_feature=11 4 4 9 7 11 10 3 4 4 10 0 7 5 5 5 13 2 11 10 10 5 5 11 12 8 9 split_gain=0.540156 0.544269 2.9213 3.31143 2.7802 3.32142 2.81909 2.63609 2.90638 3.06903 3.44444 2.43402 2.09051 6.38192 4.02488 3.13412 2.72362 2.30465 1.97324 1.82571 1.70764 3.19395 1.67343 1.98678 1.26787 0.860492 0.409379 threshold=3.1666666666666674 1.8050000000000004 1.7750000000000004 4.3000000000000016 1.3 -0.83333333333333315 1.0000000180025095e-35 0.70000000000000007 2.1050000000000009 1.9850000000000003 -0.33333333333333309 925.00000000000011 1.3 0.8650000000000001 1.3050000000000006 1.3450000000000006 2.1000000000000005 3.1000000000000005 -0.66666666666666619 -2.8333333333333326 2.1666666666666674 1.6600000000000006 1.1150000000000009 -0.66666666666666663 5.700000000000002 7.7000000000000002 5.1000000000000005 decision_type=2 2 2 2 2 2 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 19 22 5 -5 -6 8 9 18 -11 25 13 -9 17 -16 -15 -14 -3 -1 24 -22 -4 -24 -21 -10 -2 right_child=26 7 3 4 6 -7 -8 12 11 10 -12 -13 14 16 15 -17 -18 -19 -20 20 21 -23 23 -25 -26 -27 -28 leaf_value=-0.01438932011411565 -0.00036591907196944503 -0.011882993571800792 -0.024589494793056464 -0.014716161050043053 -0.01410909588381073 0.0071877846616431257 0.0027622176758601673 0.036637715010796608 -0.016839343428326058 0.02062311188900539 -0.0021100162383936132 0.012422479960372695 -0.0059957161770843514 0.00024462219904377886 0.012171496488526144 0.00055418702432026145 0.0044414030176716558 0.010708732207939583 -0.0005561367158997242 1.2236054725393645e-05 0.00039308388501003354 0.017707657928209213 0.0033459327476831986 -0.014407942108713295 -0.012395829572954058 -0.0025431088642647337 -0.012696345359633579 leaf_weight=7.9025075882673255 4.4902656972408277 20.780967891216278 7.9935730770230284 7.4747835248708716 22.848027542233467 37.427575752139091 14.615537017583845 4.8401461839675894 23.006708059459932 11.026127204298975 13.155365541577337 3.3991247862577429 118.45910011976957 324.7736115641892 22.20402691885829 355.8863174803555 243.53336569666862 7.9309796504676333 41.455834701657295 6114.3885643333197 30.036145254969597 14.084646359086035 8.2000190615654009 18.407615885138512 7.420521840453147 4.5363111421465865 5.2644916027784348 leaf_count=31 16 95 39 27 89 141 58 21 139 46 61 23 586 1299 98 1451 922 53 183 21281 104 45 32 74 39 35 29 internal_value=3.44242e-05 4.36175e-05 -6.78731e-05 -0.00476467 -0.001493 0.00354149 -0.00752715 0.00063054 -0.00363912 -0.000814182 0.00825569 -0.0115289 0.00109553 0.00233519 -0.000312862 0.00123643 0.00204304 -0.00494751 -0.00433819 2.11106e-05 3.95796e-05 0.0059204 -0.0125527 -0.0089365 -2.80432e-06 -0.0144848 -0.00702046 internal_weight=7495.54 7485.79 6290.8 116.967 82.3659 44.9024 37.4636 1194.99 117.36 86.4183 24.1815 30.9421 1077.63 573.147 504.48 378.09 568.307 126.39 62.2368 6173.83 6165.93 44.1208 34.6012 26.6076 6121.81 27.543 9.75476 internal_count=27017 26972 21960 460 315 168 147 5012 582 385 107 197 4430 2242 2188 1549 2221 639 278 21500 21469 149 145 106 21320 174 45 is_linear=0 shrinkage=0.03 Tree=599 num_leaves=31 num_cat=0 split_feature=9 11 8 10 11 13 8 9 5 10 5 9 8 4 5 12 6 6 9 5 8 11 13 5 12 4 13 4 3 8 split_gain=0.776476 4.14911 4.66376 3.68755 3.85267 5.30204 3.72533 2.98694 2.23167 2.77043 2.61561 2.38261 1.66943 2.26913 1.7127 3.12977 1.6352 3.07118 2.8876 1.51533 5.44591 2.96749 6.79913 2.9314 2.87693 2.70848 2.19786 1.54298 1.42074 1.225 threshold=3.1000000000000005 0.50000000000000022 6.5000000000000009 1.5000000000000004 -0.66666666666666619 3.9000000000000008 4.7000000000000002 1.9000000000000001 1.3450000000000006 1.1666666666666672 1.3150000000000006 2.3000000000000003 5.3000000000000016 1.6900000000000006 1.5050000000000006 3.3000000000000007 1.7000000000000004 1.5000000000000002 2.9000000000000004 0.91000000000000036 2.7000000000000006 -0.83333333333333315 3.1000000000000005 0.87000000000000033 2.9000000000000008 1.445000000000001 2.3000000000000007 0.53500000000000014 1.0000000180025095e-35 4.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 -6 -5 -1 9 10 11 -3 14 -14 -10 -16 17 18 -4 20 -2 22 -22 24 -23 -24 -25 -21 29 -29 right_child=19 8 16 6 5 -7 -8 -9 12 -11 -12 -13 13 -15 15 -17 -18 -19 -20 27 21 23 25 26 -26 -27 -28 28 -30 -31 leaf_value=-0.02207925708209027 0.01989206775427705 0.0034492678692735397 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6.1365795396268359 9.0008438825607282 18.170859195292 108.39131654053926 5.876102611422537 11.514172714203594 5.680267382413148 6.3090397231280804 38.339385442435741 3.7228481248021117 7161.3530729524791 3.8640501871705055 leaf_count=31 32 80 87 31 675 119 25 389 63 34 24 251 37 30 26 21 23 18 35 26 76 455 20 52 43 27 149 17 24096 25 internal_value=-1.92383e-05 -0.00115769 0.000553734 0.0015841 0.000939275 0.00335312 0.0171209 -0.003577 -0.00548104 -0.00279591 -0.00436608 -0.00586046 -0.0107073 -0.00275382 -0.0145962 -0.00706642 -0.0107132 -0.00743176 -0.0122763 5.85987e-05 -0.0024935 -0.00356882 0.00504709 -0.00516433 -0.0025122 0.0223851 -0.0112328 0.000130993 0.000146578 -0.0128287 internal_weight=7886.24 504.683 361.558 331.264 318.063 207.278 13.2007 110.785 143.125 94.5482 86.4648 79.9101 48.5767 15.952 32.6247 14.8293 30.2942 24.7976 20.4845 7381.55 203.614 194.281 30.356 163.925 114.072 12.1851 49.8536 7177.94 7168.94 7.5869 internal_count=27017 1999 1433 1270 1214 794 56 420 566 389 355 331 177 67 110 47 163 140 122 25018 854 822 123 699 498 47 201 24164 24138 42 is_linear=0 shrinkage=0.03 Tree=600 num_leaves=14 num_cat=0 split_feature=13 6 11 11 10 3 9 8 8 12 4 5 10 split_gain=0.755764 0.829418 2.1413 2.31044 2.63798 2.53574 2.299 0.980224 1.295 2.78638 1.86901 1.06988 0.973318 threshold=6.1000000000000005 3.1000000000000005 -0.83333333333333315 -1.0000000180025095e-35 -0.33333333333333331 1.3 4.7000000000000002 1.0000000180025095e-35 1.7000000000000004 2.5000000000000004 0.80000000000000038 0.54500000000000015 1.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 -3 -4 5 -5 -6 -1 9 10 -9 -10 -13 right_child=-2 2 3 4 6 -7 -8 8 11 -11 -12 12 -14 leaf_value=0.011643289553100102 0.0088396447061897514 0.0093419461646538342 -0.018152472360914534 -0.028651918741973946 0.012754577530338467 -0.0013359378932813455 -0.0075864587491866614 0.012647905430493746 0.010633396717862705 -0.017701626603407548 -0.0072136458497411736 7.459359033945154e-05 -0.0013794528126077382 leaf_weight=6.5050165504217139 8.673480808734892 9.302111089229582 11.366271823644636 5.4705923199653572 11.819271251559263 6.936852939426899 8.6683672890067083 7.4359000921249452 8.5303717851638776 11.630040630698202 9.9967170953750593 8524.18762569502 435.49225028604269 leaf_count=20 25 28 38 18 35 26 30 22 29 37 30 25350 1329 internal_value=-1.17094e-05 -2.01856e-05 -0.00374226 -0.00649209 -0.00246306 -0.0133799 0.00414824 1.95701e-06 -6.45965e-06 -0.00632891 0.00125832 1.40291e-05 3.91853e-06 internal_weight=9066.01 9057.34 53.5635 44.2614 32.8951 12.4074 20.4876 9003.78 8997.27 29.0627 17.4326 8968.21 8959.68 internal_count=27017 26992 175 147 109 44 65 26817 26797 89 52 26708 26679 is_linear=0 shrinkage=0.03 Tree=601 num_leaves=31 num_cat=0 split_feature=9 5 2 7 4 5 2 4 12 6 11 5 4 4 2 4 3 10 13 11 2 5 5 0 3 3 6 8 9 5 split_gain=0.53609 2.67188 2.07673 4.5923 3.42219 2.23569 1.73176 2.00493 4.38304 4.9266 4.51792 2.26145 2.09623 1.83024 1.76419 1.80449 1.5017 1.45413 1.36803 1.34594 5.03776 5.6584 6.48047 4.67541 2.12589 3.37647 5.0411 2.53866 4.3571 2.80115 threshold=5.3000000000000016 2.225000000000001 1.1000000000000003 0.70000000000000007 1.3650000000000009 2.2850000000000006 3.5000000000000004 2.265000000000001 3.1000000000000005 0.70000000000000007 -0.33333333333333331 0.89000000000000024 2.2350000000000008 2.225000000000001 3.3000000000000003 2.305000000000001 0.50000000000000011 1.0000000180025095e-35 2.1000000000000005 -1.1666666666666663 2.9000000000000004 1.3250000000000008 1.7500000000000007 350.00000000000006 2.3000000000000003 2.1000000000000005 1.5000000000000002 3.5000000000000004 4.7000000000000002 1.9850000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -4 -5 7 11 9 -9 -11 16 13 -13 15 -10 -2 -14 -8 20 21 23 -23 -1 25 -21 -27 28 -26 -29 right_child=6 2 4 5 -6 -7 18 8 14 10 -12 12 17 -15 -16 -17 -18 -19 -20 24 -22 22 -24 -25 27 26 -28 29 -30 -31 leaf_value=-0.0040929196841414349 -0.021221898672140575 0.032629300638887519 -0.019439518919014281 0.017692737319878103 0.006643082939246322 -0.0068547307741764849 -0.022633363159692714 0.041892183388407257 0.011122550179001272 -0.017499241716658794 0.021787442609736345 -0.00029183040736073307 -0.024668913873373669 0.016893707174515073 0.017222340201631377 -0.0024986037309749761 -0.0032236999802693301 -0.0024686617293673712 -0.0011873722023189837 0.00030961631665634489 0.024715347868809207 -0.0082677073295915286 0.0040368836850859045 0.0063293015826952617 -0.0038170183699852405 0.00051486314073222238 0.012835529697260133 -0.0021704273282917639 0.019201717296334526 -0.011700814860138513 leaf_weight=64.165418118238449 7.5904227495193508 7.7382500171661404 5.5028176903724697 5.8542427122592908 25.539910763502121 7.7725230529904366 5.5631297379732114 5.3296034485101726 10.385993868112562 4.252367615699769 6.9241105467081043 2839.905403599143 5.3307211101055128 5.5882701426744452 5.5709476023912421 55.679824709892273 9.2647638171911222 5.2910523042082787 5.1599613763391972 3774.5697989463806 6.458035208284854 158.17625925689936 50.924819469451904 97.756953701376915 19.141606584191326 76.851308882236481 48.909467503428459 126.51861575990915 12.065790906548498 35.556516975164413 leaf_count=230 33 26 25 19 93 32 43 24 41 22 29 10277 25 22 27 257 37 24 36 13448 29 561 179 362 68 267 161 449 41 130 internal_value=3.37759e-05 0.000239422 0.00697386 0.0141724 0.00201953 0.00369119 -0.000279242 -0.000235662 0.00422106 0.0181578 0.00683985 -0.000372395 -0.000307736 -0.00025808 0.00100984 -0.000357266 -0.0113289 -0.0136102 -0.0123135 0.000160484 -0.0015536 -0.00201084 -0.00527103 0.00219926 0.000318544 0.000470733 0.00530648 -0.00275255 0.00508277 -0.00426123 internal_weight=7495.34 4523.5 52.4077 21.365 31.0427 13.6268 2971.84 2961.11 88.1428 16.5061 11.1765 2872.97 2856.12 2845.49 71.6368 66.0658 16.8552 10.6218 10.7231 4471.09 377.481 371.023 209.101 161.922 4093.61 3900.33 125.761 193.283 31.2074 162.075 internal_count=27017 16120 195 77 118 51 10897 10818 400 75 51 10418 10348 10299 325 298 70 49 79 15925 1361 1332 740 592 14564 13876 428 688 109 579 is_linear=0 shrinkage=0.03 Tree=602 num_leaves=31 num_cat=0 split_feature=2 4 10 5 9 5 7 4 4 8 11 4 4 13 10 4 11 13 3 5 4 9 9 4 11 5 6 4 4 11 split_gain=0.767291 2.61256 2.12943 1.8129 3.61272 1.82184 1.41461 1.65187 4.5946 2.72871 1.20631 1.76917 3.50119 2.72391 3.32323 2.3744 2.31097 2.25503 2.02654 1.76448 1.41196 2.19661 3.05182 2.64324 1.96942 1.4743 3.21429 2.2082 1.42786 1.41039 threshold=2.3000000000000003 1.3450000000000006 1.1666666666666672 2.7950000000000004 8.9000000000000021 2.495000000000001 2.5000000000000004 1.6250000000000002 1.4950000000000008 5.9000000000000012 -1.8333333333333328 1.5850000000000006 1.2550000000000006 2.5000000000000004 -1.0000000180025095e-35 1.7200000000000006 -2.8333333333333326 3.7000000000000006 2.1000000000000005 1.8250000000000002 2.475000000000001 6.9000000000000012 5.1000000000000005 2.5350000000000006 0.33333333333333326 2.9150000000000005 1.3 1.3850000000000007 2.3950000000000009 -0.33333333333333309 decision_type=2 2 2 2 2 2 2 2 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 4 5 -3 7 8 -4 -9 11 12 17 -13 15 -15 -14 18 -1 -18 25 22 23 -22 -24 28 -27 -28 -12 -30 right_child=1 2 6 -5 -6 -7 -8 9 -10 -11 20 13 16 14 -16 -17 19 -19 -20 -21 21 -23 24 -25 -26 26 27 -29 29 -31 leaf_value=0.0070103674425784973 -0.016128942866636815 -0.0026384037186557878 0.010234531129325689 -0.020803340673576181 0.020424853297462766 0.012227209463813712 0.017272967566227933 0.0079921973053255074 -0.024327229008182006 -0.0026923152902829481 -3.906918699401704e-05 0.013807837675114048 0.013553721503186435 -0.0024904504957911 -0.01195198630224506 0.022786677489846183 -0.0023288493861901112 0.019878084817736903 -0.0060655821125455362 -0.013025083044394689 0.038624176604458695 0.023534898703908187 -0.024732032724644366 0.002268892849922021 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0.000644054 0.00716636 -9.46068e-06 0.0101195 -0.00379553 0.00580894 0.00353801 -0.00541776 -8.11142e-06 0.00748552 0.0020253 0.0160118 -0.00964121 -3.14876e-05 0.00797349 0.0163592 -5.4408e-05 -0.0116725 internal_weight=7885.7 442.502 432.154 324.39 319.797 313.359 107.764 102.027 13.8647 88.162 7443.2 188.862 137.422 51.4397 24.7252 13.3784 73.8999 63.5222 54.694 67.5808 7254.34 22.5593 16.8326 7.65517 9.17746 7231.78 20.6474 13.7475 7211.13 9.50799 internal_count=27017 2318 2274 1740 1724 1703 534 502 50 452 24699 586 412 174 83 44 230 182 156 210 24113 130 107 58 49 23983 69 48 23914 53 is_linear=0 shrinkage=0.03 Tree=603 num_leaves=27 num_cat=0 split_feature=12 10 2 4 3 6 6 11 7 11 10 11 5 4 5 3 3 0 13 4 4 5 2 0 4 5 split_gain=0.758238 3.55977 3.34232 3.34427 3.21418 2.94329 4.80229 5.08264 2.89044 3.92237 2.60793 2.50245 2.29299 3.3415 2.99809 4.31022 2.96429 2.93803 2.56146 2.09512 3.65194 1.60415 1.09541 0.770183 0.502595 0.297497 threshold=2.5000000000000004 -2.4999999999999991 0.50000000000000011 1.2150000000000005 2.7000000000000006 3.3000000000000003 2.9000000000000004 -0.33333333333333331 1.1000000000000003 1.1666666666666672 -2.1666666666666656 0.83333333333333337 1.9250000000000003 1.5350000000000008 1.8750000000000002 1.5000000000000002 1.9000000000000001 525.00000000000011 2.9000000000000008 1.0250000000000006 0.94500000000000017 1.2350000000000008 1.5000000000000002 350.00000000000006 1.3750000000000007 1.9000000000000004 decision_type=2 2 2 2 2 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 19 6 8 24 9 -4 21 -10 14 18 16 -16 -12 -15 -14 20 -2 -3 -9 -5 -8 -25 right_child=2 10 5 23 -6 -7 7 22 11 -11 12 -13 13 17 15 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 leaf_value=-0.017785980303516198 0.011140674413335659 0.02246586652966294 -0.0011676516363385589 -0.0097583789456077916 -0.0195785259349813 0.016267151077316355 0.010975387069943752 -0.02431006518161262 0.0014202940088866741 0.002687100057343344 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internal_value=-1.11101e-05 -0.000305159 0.000244881 -0.00805698 -0.00188554 0.000319644 0.000285062 -0.0107638 0.000366679 -0.000572694 -0.000261721 0.000948742 -0.000306351 -0.00405694 -0.00017515 0.00745079 -0.000262471 0.00497453 -0.00640611 0.00396315 -0.00437274 0.0122339 -0.0192188 -0.0193318 0.00463037 -0.0240638 internal_weight=9065.75 4219.25 4846.51 43.256 27.9546 4803.25 4792.86 35.1447 4757.71 1820.18 4208.79 2937.53 4193.81 141.746 4052.06 45.8727 4006.19 29.2589 112.487 21.0096 11.8415 14.9787 22.6852 15.3014 12.4596 10.24 internal_count=27017 12018 14999 181 119 14818 14785 119 14666 5884 11989 8782 11946 477 11469 139 11330 85 392 80 45 43 78 62 41 41 is_linear=0 shrinkage=0.03 Tree=604 num_leaves=27 num_cat=0 split_feature=6 4 8 4 0 4 7 11 5 9 10 8 5 5 8 0 3 4 13 0 12 4 4 8 2 5 split_gain=0.535049 1.24984 0.611202 2.25304 2.69269 4.09648 2.9714 3.91535 2.93878 2.87725 2.62074 1.16923 3.41274 4.44273 3.6709 3.06979 2.96236 4.94305 4.04403 1.35225 4.18639 3.8037 2.21741 4.87295 1.9918 0.271354 threshold=1.0000000180025095e-35 1.7000000000000004 2.9000000000000004 1.7200000000000006 525.00000000000011 1.3650000000000009 1.1000000000000003 -0.33333333333333331 1.1950000000000005 5.5000000000000009 1.1666666666666672 3.9000000000000004 2.0450000000000008 2.2150000000000012 3.7000000000000006 575.00000000000011 1.1000000000000003 1.6900000000000006 1.3000000000000003 200.00000000000003 4.9000000000000012 0.90000000000000036 0.9650000000000003 6.1000000000000005 0.3000000000000001 1.5450000000000002 decision_type=2 2 2 2 2 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 10 8 -8 -2 -7 -6 12 16 14 -14 -15 17 -4 -18 20 21 -13 23 -21 -24 -3 right_child=2 25 11 -5 5 9 7 -9 -10 -11 -12 19 13 15 -16 -17 18 -19 -20 22 -22 -23 24 -25 -26 -27 leaf_value=0.0012940800966100955 -0.016659940020405148 -0.0090275575921670275 0.0028763896756596333 0.015992481532350823 0.0034853349502422053 -0.01951649253985754 -0.005979677252029374 0.0022921167560218565 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2510 605 24 4193 207 41 15346 23 internal_value=3.28289e-05 -0.00577778 4.38857e-05 -0.00101909 -0.00127986 0.00236916 -0.00275509 -0.000801717 -0.00702559 -0.0101967 0.00463295 0.00011306 0.000880041 0.00597214 0.0120715 -2.18594e-05 0.000456973 0.00214042 -0.000746128 -8.22745e-05 0.000788829 0.000664682 -0.00033184 -0.00354177 -0.000188966 -0.0169515 internal_weight=7495.23 14.2353 7480.99 457.089 450.188 129.605 320.583 219.967 100.616 19.7846 109.821 7023.91 1425.74 109.368 54.2077 55.1606 1316.37 548.658 767.714 5598.17 1246.67 1240.35 4351.49 185.432 4166.06 5.51751 internal_count=27017 76 26941 1616 1592 455 1137 771 366 71 384 25325 4796 425 190 235 4371 1813 2558 20529 4330 4306 16199 646 15553 42 is_linear=0 shrinkage=0.03 Tree=605 num_leaves=13 num_cat=0 split_feature=5 5 9 0 5 10 11 0 9 7 9 5 split_gain=0.773177 0.853328 2.66702 1.5625 1.29144 3.23602 1.41549 2.02676 1.72323 0.811808 2.44663 1.59373 threshold=3.2350000000000008 2.9150000000000005 8.5000000000000018 475.00000000000006 2.8350000000000004 -1.0000000180025095e-35 -2.8333333333333326 350.00000000000006 6.1000000000000005 2.1000000000000005 3.5000000000000004 0.67500000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 -6 7 -1 -9 11 -11 -8 right_child=-2 2 -4 -5 5 -7 9 8 -10 10 -12 -13 leaf_value=-0.0032896423911042056 -0.010535942676464901 0.023653930218561686 -0.009716245526833962 0.003171980087535089 -0.024778997683786972 0.0048001095444727701 -0.0076239181200482122 0.025310765329749033 0.0035572323814468177 0.0025145371821333009 -0.0018259033994553352 9.3853922838849091e-05 leaf_weight=9.1756613701581973 6.2856334000825873 6.9704405814409274 6.4102346003055564 6.4576137661933899 6.382501631975174 6.9573638141155225 24.163315190002322 6.9687110111117345 6.187222808599472 145.35971576906741 596.57342117279768 7057.2281469218433 leaf_count=28 21 24 19 23 19 25 115 22 21 610 2362 23728 internal_value=-1.84319e-05 -1.00412e-05 0.00620408 0.0138041 -2.57274e-05 -0.00935211 -9.86985e-06 0.00753229 0.0150801 -3.13989e-05 -0.000975523 6.75191e-05 internal_weight=7885.12 7878.83 19.8383 13.4281 7859 13.3399 7845.66 22.3316 13.1559 7823.32 741.933 7081.39 internal_count=27017 26996 66 47 26930 44 26886 71 43 26815 2972 23843 is_linear=0 shrinkage=0.03 Tree=606 num_leaves=31 num_cat=0 split_feature=10 0 4 2 8 9 13 6 12 11 8 4 13 4 6 10 6 11 4 9 7 4 5 9 10 7 4 2 3 12 split_gain=0.735387 0.817078 2.92776 4.80733 4.36442 4.39372 4.04946 3.92131 5.44993 3.77524 3.62673 3.59301 2.99089 2.34735 3.66873 2.36835 2.31462 1.98882 3.80045 8.654 4.35146 3.80865 4.44058 3.9314 2.18101 2.08657 3.13382 5.69717 4.55128 1.7024 threshold=-3.1666666666666661 525.00000000000011 1.2750000000000006 0.90000000000000013 5.5000000000000009 2.9000000000000004 2.7000000000000006 0.50000000000000011 3.3000000000000007 2.1666666666666674 4.1000000000000005 1.6900000000000006 4.3000000000000016 1.2350000000000005 0.90000000000000013 -0.33333333333333331 1.9000000000000001 1.1666666666666672 1.3450000000000006 3.1000000000000005 0.90000000000000013 1.5550000000000008 1.3750000000000007 3.7000000000000006 -0.33333333333333331 0.50000000000000011 1.4950000000000008 0.90000000000000013 1.5000000000000002 4.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 17 4 6 5 16 10 8 -5 -7 -4 -8 -9 14 -6 -15 -3 25 19 24 -21 23 -23 -20 -19 26 28 -28 -2 -27 right_child=1 2 3 7 13 9 11 12 -10 -11 -12 -13 -14 15 -16 -17 -18 18 21 20 -22 22 -24 -25 -26 29 27 -29 -30 -31 leaf_value=-0.0081776326774960356 -0.0014568990920743393 -0.0044074961662519344 -0.013886490696450008 0.010278335023737427 0.016378647425148326 0.0013327126059729968 -0.0099243522742244305 -0.00042414219362328697 -0.00076263092309726609 0.021165429361047004 0.001586015344808876 0.0087753615755860048 0.0069163986409299686 0.0040798331847666175 0.0022053353399795377 0.023251681226361599 -0.020582168319058677 0.0051605421488143512 -0.0059478838299866377 0.0038728753264126539 -0.0056270331718598189 0.0087213514032128056 -0.0010349108064783227 0.0087856480192903767 0.025703248853648455 -0.00018239550771629294 0.02280333459330899 -0.0011671342412276733 -0.011743002881673955 -0.0051789620261333104 leaf_weight=9.913350507616995 95.083143621683121 39.93587064743042 15.664253205060957 80.667795568704605 20.488060161471367 722.88228221610188 105.09149394929409 1405.7195502184331 80.278868593275547 8.7426543012261373 105.21629758179188 10.139906942844389 51.79667940735817 9.8038543015718478 83.122316852211952 14.196503743529318 9.9455196112394315 7.6665912270545986 18.612102061510086 58.278457909822464 169.91801004111767 52.690056979656219 206.69839962571859 131.1853604093194 11.827006503939627 5288.4586071670055 9.684995770454405 113.5365483276546 65.304126366972923 62.091086611151695 leaf_count=30 290 112 48 266 58 2194 304 4322 277 32 317 28 150 29 245 40 29 22 52 215 521 154 614 403 34 15336 34 356 280 225 internal_value=-1.12202e-05 -2.27941e-06 0.000427684 -0.000255962 0.00182231 0.000982358 -0.00425489 0.000327427 0.00477119 0.00156971 -0.000418983 -0.00827885 -0.000163277 0.00696626 0.00500799 0.0154202 -0.00763246 -0.000191165 0.00137102 -0.00156192 -0.00320088 0.00314639 0.000946897 0.00695503 0.0176241 -0.000373297 -0.00288092 0.000716902 -0.00564504 -0.000240379 internal_weight=9064.64 9054.73 2763.69 1854.57 909.117 781.506 236.112 1618.46 160.947 731.625 120.881 115.231 1457.52 127.611 103.61 24.0004 49.8814 6291.03 656.876 247.69 228.196 409.186 259.388 149.797 19.4936 5634.16 283.609 123.222 160.387 5350.55 internal_count=27017 26987 8451 5712 2739 2367 697 5015 543 2226 365 332 4472 372 303 69 141 18536 2015 792 736 1223 768 455 56 16521 960 390 570 15561 is_linear=0 shrinkage=0.03 Tree=607 num_leaves=31 num_cat=0 split_feature=9 5 2 7 4 5 8 4 8 2 4 10 10 6 4 5 8 8 11 5 5 13 3 3 0 0 12 12 8 0 split_gain=0.5253 2.56818 1.98133 4.33613 3.31415 2.13199 1.6826 2.12072 5.0825 5.77808 3.5462 3.36217 2.66695 4.45355 2.51269 2.27441 2.12001 2.10035 2.03793 8.74799 2.55809 2.27713 3.12981 2.15296 1.76515 2.60983 1.34863 1.97234 2.64555 2.93277 threshold=5.3000000000000016 2.225000000000001 1.1000000000000003 0.70000000000000007 1.3650000000000009 2.2850000000000006 8.1000000000000014 2.0250000000000008 5.3000000000000016 1.9000000000000001 2.055000000000001 0.83333333333333337 1.8333333333333339 1.7000000000000004 1.5250000000000006 0.89000000000000024 4.7000000000000002 6.3000000000000016 0.83333333333333337 2.055000000000001 2.4450000000000007 2.7000000000000006 1.3 1.5000000000000002 350.00000000000006 725.00000000000011 5.700000000000002 4.9000000000000012 5.3000000000000016 525.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -4 -5 7 12 24 11 -11 -10 15 14 -14 -2 -15 -17 20 23 21 -8 -23 -20 -9 -26 27 -1 29 -29 right_child=6 2 4 5 -6 -7 18 8 9 10 -12 -13 13 16 -16 17 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00012546821730899312 -0.012026955413649487 0.031635353407237464 -0.019285742891941703 0.017214587883285937 0.0065028925321856208 -0.0067302562665723757 -0.014561479568754586 -0.016845581295523371 0.009664000468644688 0.018424552296187391 -0.00065719116031999643 0.029080944805465584 0.018997426962221481 0.0028217716180214346 0.0047181181208326081 -0.0001660794109690125 -0.022143858901259438 -0.0028312552607173908 0.0065863165091874197 -0.024887076547946831 0.013581410950757117 0.01225496924125777 -0.015630665079235814 0.034213207447896937 0.0020037588327128843 -0.014677041623653235 -0.011683858968064729 0.0078616146573622751 -0.00065261444583243091 0.035495742774164368 leaf_weight=4427.3620234467089 15.423085413873194 7.8289464414119747 5.4371444880962398 5.8959814906120283 25.609834626317024 7.7396897152066231 31.629057321697474 10.01310623437166 48.525458961725235 9.6500730663537961 95.607564922422171 9.6165816038846952 17.674799457192421 5.851673409342764 29.774014264345169 2314.1862714588642 6.4194783866405487 300.70350656658411 4.8198930770158785 5.8528146222233763 4.533033773303031 8.0760250724852067 6.5687868148088446 5.36406010389328 29.30634643882513 11.856819815933703 8.6378907263278943 11.953317850828173 18.200527980923653 4.8624753952026358 leaf_count=15728 63 26 25 19 93 32 153 42 183 35 431 35 58 20 106 8251 23 1165 24 27 20 39 30 21 113 58 43 45 87 22 internal_value=3.25462e-05 0.000236103 0.00683196 0.0138404 0.00198662 0.00362335 -0.000277334 -0.000169038 0.00270113 0.00528505 0.00109223 0.0128755 -0.000397983 0.00587095 0.0100372 -0.000540316 -0.0102386 -0.000472566 -0.00498321 0.0043405 -0.00792617 -0.0100331 -0.000252859 0.0211379 -0.00554899 -0.00280105 0.000158635 0.000181559 0.00727351 0.0158523 internal_weight=7494.98 4523.53 52.5116 21.4646 31.047 13.6357 2971.45 2904.61 214.576 163.4 105.258 58.142 2690.03 59.72 47.4488 2630.31 12.2712 2614.89 66.8437 16.0368 50.8069 46.2739 14.6448 10.184 51.1763 41.1632 4471.02 4462.38 35.0163 16.8158 internal_count=27017 16120 195 77 118 51 10897 10583 897 684 466 218 9686 207 164 9479 43 9416 314 72 242 222 69 45 213 171 15925 15882 154 67 is_linear=0 shrinkage=0.03 Tree=608 num_leaves=31 num_cat=0 split_feature=8 12 10 4 5 10 10 4 4 11 11 7 2 4 5 9 12 10 5 4 6 9 2 5 7 5 6 8 5 7 split_gain=0.775736 1.9354 5.00687 2.91326 4.51061 2.26882 4.03587 3.96302 4.65191 3.05646 3.02392 2.22575 2.18373 4.10482 4.24132 5.71168 3.46163 2.7808 3.68938 3.05615 7.39937 2.31739 2.14306 2.02101 5.48266 2.27286 1.96929 1.61902 1.60838 3.84826 threshold=4.7000000000000002 4.1000000000000005 0.50000000000000022 1.8550000000000004 1.7500000000000007 -0.49999999999999994 -0.83333333333333315 1.4850000000000005 1.1650000000000007 -0.66666666666666663 1.0000000180025095e-35 0.90000000000000013 1.7000000000000004 1.7650000000000006 1.5150000000000008 5.1000000000000005 3.3000000000000007 -1.8333333333333328 1.3150000000000006 2.1250000000000004 1.3 4.7000000000000002 1.7000000000000004 0.87000000000000033 1.9000000000000001 1.1150000000000009 1.5000000000000002 4.1000000000000005 0.91000000000000036 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 5 4 11 6 10 8 -7 -8 -3 -4 13 23 15 -15 -16 18 -14 21 -21 -19 -9 24 -1 -25 -6 -5 29 -2 right_child=28 2 3 27 26 7 9 22 -10 -11 -12 -13 17 14 16 -17 -18 19 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=0.0087647827398813945 -0.0054876211955971789 -0.011065513500404167 0.0098058787144182456 -0.015066528114630795 0.0011148299951775275 -0.01006908112417349 0.0340679384400994 -0.022841178279215852 0.010126211058066416 0.0078050803351612926 0.0059771319482639996 0.030730101510340006 0.0062601747246325548 0.0060200515322229361 -0.0055346131221945078 0.030696736273579148 0.012351734947330854 0.00083882467547694679 -0.022824222368771768 -0.010446987466892581 0.044524577160003992 -0.0035119424886250234 -0.0065196564325301493 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-0.00167303 0.0230986 0.000112072 0.000394737 0.00708037 0.0144514 0.000652851 -0.00177915 -0.0133797 -0.00132784 0.0161573 -0.00166971 -0.00986446 0.00022197 0.00447392 8.47644e-05 0.00646091 -0.00413932 -0.000313488 -0.00353088 internal_weight=7884.51 3914.05 237.617 90.737 76.7379 146.88 58.0199 88.8602 44.4236 20.1441 37.8758 19.7467 3676.43 3198.39 80.5696 37.5302 43.0394 478.037 17.901 460.136 8.82404 451.312 44.4366 3117.82 97.4635 3020.36 56.9912 13.9991 3970.47 135.081 internal_count=27017 12420 763 287 230 476 192 284 134 67 125 62 11657 9883 288 148 140 1774 74 1700 48 1652 150 9595 367 9228 168 57 14597 635 is_linear=0 shrinkage=0.03 Tree=609 num_leaves=31 num_cat=0 split_feature=9 4 3 9 10 8 0 5 6 2 3 0 5 2 12 8 6 11 10 6 9 10 2 13 4 12 10 12 4 3 split_gain=0.737666 1.58614 2.06877 1.66448 3.73459 3.69808 3.48238 3.35098 3.20343 4.35955 2.78723 2.4025 3.40708 4.64481 3.21553 2.78372 2.62085 1.54387 1.45493 1.29152 2.25031 3.15762 3.01205 1.8398 5.56581 3.20754 1.41397 3.56563 4.43564 1.66823 threshold=6.3000000000000016 0.81500000000000028 1.5000000000000002 6.7000000000000002 0.50000000000000022 4.1000000000000005 475.00000000000006 1.4450000000000007 1.9000000000000001 1.9000000000000001 1.7000000000000004 475.00000000000006 1.3350000000000006 0.3000000000000001 2.3000000000000007 2.3000000000000003 2.7000000000000006 1.0000000180025095e-35 -3.1666666666666661 2.3000000000000003 4.9000000000000012 -1.4999999999999996 1.7000000000000004 3.7000000000000006 0.92500000000000027 3.7000000000000006 -1.4999999999999996 3.3000000000000007 1.0650000000000006 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 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 -2 4 5 6 -3 -7 9 -6 -10 15 14 -14 -13 -5 -17 -4 -1 26 23 -22 -23 24 -21 -25 27 28 -20 -29 right_child=1 3 17 11 8 7 -8 -9 10 -11 -12 12 13 -15 -16 16 -18 -19 19 20 21 22 -24 25 -26 -27 -28 29 -30 -31 leaf_value=-0.012804598881544079 -0.017367878181523203 -0.015094877807119584 0.012119877507606782 0.020201275726348788 -0.0032837648069638714 0.0043207749179636689 -0.0032373521964899035 -0.0038102745294308765 0.019851354108317853 0.0097009826363704983 -0.0037789783768811505 -0.0025028038132778518 -0.023631109089704574 -0.00017772230921570244 -0.019552518972483925 0.0016826646393096896 -0.014650098463904889 -0.0090769843930837753 -0.0078885807574717859 0.016204462896604849 -0.021258662222634946 -0.0014212783114220739 -0.01187980427524951 0.00074923621689327539 -0.0057078752915169393 0.016168060803258569 0.00013559118275660898 -0.0066809987372809703 0.0051392391150544654 0.00070072444448328265 leaf_weight=7.8398651629686347 11.597234129905702 42.777358934283257 5.5006837360560876 7.1816833913326255 86.398311667144299 60.80513758957386 46.545716963708401 182.61675347387791 15.074007242918016 31.849690705537796 6.3995924964547148 24.25249756872654 7.7154946625232688 506.59065662696958 16.887710973620415 495.50273527950048 9.0029613152146322 7.0638012886047363 26.032090723514557 11.768028467893599 8.8741481825709325 167.92918306216598 29.074502155184746 251.09891356527805 91.935422748327255 12.759646140038965 6536.3467608503997 48.382091537117958 243.83803971111774 64.00506280362606 leaf_count=23 40 141 23 25 267 175 157 581 45 97 25 69 31 1699 51 1584 34 29 74 37 33 539 90 720 283 40 19059 154 701 191 internal_value=-1.11912e-05 -0.0006039 -0.00823078 -0.000484208 -0.00196666 -0.00369502 -0.00891599 -0.00177919 0.0021494 0.000213632 0.012809 0.000172139 -0.00119409 -0.000529564 -0.00950157 0.00165521 0.0013912 0.000202921 0.000112392 0.000125908 -0.00124225 -0.00375332 -0.00296478 0.000164244 -0.00322131 0.00149486 0.000239306 0.00201277 0.00388256 -0.00247707 internal_weight=9063.65 1563.76 24.1617 1539.6 472.467 332.745 89.3231 243.422 139.722 118.248 21.4736 1067.13 555.446 514.306 41.1402 511.687 504.506 12.5645 7499.88 7492.04 573.44 205.878 197.004 367.562 103.703 263.859 6918.6 382.257 269.87 112.387 internal_count=27017 5073 92 4981 1488 1054 298 756 434 364 70 3493 1850 1730 120 1643 1618 52 21944 21921 1742 662 629 1080 320 760 20179 1120 775 345 is_linear=0 shrinkage=0.03 Tree=610 num_leaves=16 num_cat=0 split_feature=11 5 11 4 9 10 8 7 4 2 0 12 12 9 4 split_gain=0.521245 0.532522 0.562026 2.10709 3.4689 3.18968 2.02517 3.1808 1.94655 0.74275 1.46847 0.89024 0.944879 0.392203 0.161864 threshold=3.1666666666666674 3.0650000000000008 1.8333333333333337 2.015000000000001 4.5000000000000009 0.50000000000000022 3.7000000000000006 1.7000000000000004 1.0250000000000006 3.9000000000000004 575.00000000000011 6.1000000000000005 5.5000000000000009 5.1000000000000005 1.5950000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 6 -5 -6 7 -4 -8 11 -11 12 -1 -2 -3 right_child=13 14 3 4 5 -7 8 -9 -10 10 -12 -13 -14 -15 -16 leaf_value=5.079688615176418e-06 -0.00042142748794528486 0.010868723023012356 0.0097213152625983852 0.028691127283851408 0.012666654569739472 -0.012115126526535919 -0.012862372204109195 -0.011569449838236224 -0.00024086564297312132 0.0058473871637039401 -0.022006413044005038 0.0099181068908204741 -0.0061006264535273559 -0.012521344491919358 0.0031169613684866866 leaf_weight=7223.2001509927213 4.4899662435054761 4.9415303841233236 36.589483290910721 6.4104656279087093 12.387119024991991 7.5073399990797034 12.000464111566542 7.6327427029609671 131.55579004436731 3.0258665010333052 3.8979252092540264 8.1308563575148565 22.883408017456532 5.2068432494997978 4.7592348009347916 leaf_count=25997 16 22 118 20 39 29 42 27 459 21 39 37 104 29 18 internal_value=3.23329e-05 4.1338e-05 3.22224e-05 0.00154717 0.00949915 0.00331504 0.000433221 0.00604654 -0.00129595 -1.24436e-05 -0.00983362 -3.06978e-06 -1.42024e-05 -0.00691865 0.00706568 internal_weight=7494.62 7484.92 7475.22 214.083 26.3049 19.8945 187.778 44.2222 143.556 7261.14 6.92379 7254.21 7246.08 9.69681 9.70077 internal_count=27017 26972 26932 734 88 68 646 145 501 26198 60 26138 26101 45 40 is_linear=0 shrinkage=0.03 Tree=611 num_leaves=31 num_cat=0 split_feature=9 11 8 10 11 13 8 9 5 10 5 9 6 13 4 6 6 9 5 8 11 13 5 12 4 13 4 3 3 9 split_gain=0.747378 3.96943 4.48816 3.42586 3.69115 5.03876 3.44182 2.90607 2.16967 2.63034 2.50301 2.31435 1.62952 1.67014 2.76946 1.60673 2.96067 2.82514 1.42024 5.12274 2.83735 6.43692 2.83752 2.81421 2.51006 2.17027 1.47596 1.3721 1.22306 2.38356 threshold=3.1000000000000005 0.50000000000000022 6.5000000000000009 1.5000000000000004 -0.66666666666666619 3.9000000000000008 4.7000000000000002 1.9000000000000001 1.3450000000000006 1.1666666666666672 1.3150000000000006 2.3000000000000003 2.1000000000000005 2.5000000000000004 1.3850000000000007 1.7000000000000004 1.5000000000000002 2.9000000000000004 0.91000000000000036 2.7000000000000006 -0.83333333333333315 3.1000000000000005 0.87000000000000033 2.9000000000000008 1.445000000000001 2.3000000000000007 0.53500000000000014 1.0000000180025095e-35 0.50000000000000011 5.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 -6 -5 -1 9 10 11 -3 13 14 -10 16 17 -4 19 -2 21 -21 23 -22 -23 -24 -20 -28 29 -29 right_child=18 8 15 6 5 -7 -8 -9 12 -11 -12 -13 -14 -15 -16 -17 -18 -19 26 20 22 24 25 -25 -26 -27 27 28 -30 -31 leaf_value=-0.021890763244655994 0.019178920444817359 0.0034348394782759729 -0.019512617553952581 0.0036591433498920135 0.0012181224483139687 0.013893429918581416 0.034559066383431529 -0.0022234723952507412 0.0081986891136354278 0.013566822768877385 0.013494756218900098 -0.0085909471583337747 -0.00023617327541673611 -0.018311668704748187 -0.018638330732402515 -0.025372154341026666 0.015149656868730954 0.0048370704988512422 -0.012024572202009571 -0.0064506994743649924 -0.0013562719247714231 0.0075194870426968938 -0.022553933415970236 -0.02324073161182626 0.034615053856330839 -0.0076061239746280929 -0.012663108253977203 -1.3890054329724719e-05 7.6851753752257834e-05 0.0056395130614617529 leaf_weight=7.235309623181819 9.4274078160524351 18.884427102282643 14.140642317011961 7.8616444841027242 173.88497631624341 33.695624276995659 5.5237413570284843 103.31172523647547 6.930620461702345 8.1491174101829511 6.5955608040094367 60.688587967306376 10.74222096800804 23.755050547420979 6.9123805314302444 5.4082393944263449 4.3483269289135924 6.1550349108874789 8.9826192557811719 18.087377570569519 108.14600430056453 5.8970354050397855 11.342864058911799 5.5603368729352942 6.4344587326049805 38.121518798172474 7.5212237387895575 181.96997563168406 6871.6093033701181 106.34482435882092 leaf_count=31 32 80 87 31 675 119 25 389 22 34 24 251 34 92 29 23 18 35 26 76 455 20 52 43 27 149 42 710 23012 374 internal_value=-1.78711e-05 -0.00113532 0.000536651 0.001543 0.000917442 0.00327565 0.0164106 -0.0035107 -0.00537292 -0.00272424 -0.00426492 -0.00573696 -0.0105408 -0.013485 -0.00520214 -0.0105647 -0.00731508 -0.0121281 5.8482e-05 -0.00241596 -0.00346759 0.00494415 -0.00503574 -0.00242644 0.0216577 -0.0110339 0.000128483 0.000143713 0.000157167 0.00207137 internal_weight=7883.67 504.223 361.565 331.513 318.128 207.581 13.3854 110.547 142.658 94.3177 86.1686 79.573 48.3403 37.5981 13.843 30.0522 24.644 20.2957 7379.44 203.017 193.59 30.4189 163.171 113.706 12.3315 49.4644 7176.43 7167.45 7159.92 288.315 internal_count=27017 1999 1433 1270 1214 794 56 420 566 389 355 331 177 143 51 163 140 122 25018 854 822 123 699 498 47 201 24164 24138 24096 1084 is_linear=0 shrinkage=0.03 Tree=612 num_leaves=16 num_cat=0 split_feature=9 3 5 11 3 10 8 8 2 8 9 5 5 7 4 split_gain=0.725413 0.814947 2.54794 1.51899 1.48432 5.47335 2.7374 1.04653 2.42594 1.00142 1.82744 0.889435 2.19687 0.889165 0.37939 threshold=10.500000000000002 3.7000000000000006 2.1150000000000007 -0.99999999999999978 3.5000000000000004 -0.33333333333333331 5.5000000000000009 10.100000000000001 1.7000000000000004 9.7000000000000011 5.3000000000000016 2.6750000000000012 2.4850000000000008 0.3000000000000001 1.8050000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 7 -6 -7 9 -9 13 -11 12 -5 -1 -13 right_child=-2 2 3 11 5 6 -8 8 -10 10 -12 14 -14 -15 -16 leaf_value=-0.0024475964038756554 -0.0097015994125287733 0.0183000603847332 0.0079830264785338036 -0.019652401455959978 -0.01791068733856829 0.0071683899524068459 0.038058541322751764 0.0068331230679045127 -0.018158799051480524 -0.0039129835313426358 0.018110461612984304 -0.014723047770244264 0.01041346926529026 3.2277126706358292e-05 -0.02828963905436329 leaf_weight=132.06674634665251 6.947045996785163 3.431859806180003 3.5977301932871404 5.2818034403026086 4.5677014738321295 5.5663794502615911 4.815560594201088 5.8682762384414664 8.6456223204731923 6.2069658413529378 7.4739907681941986 3.8746882379055014 3.7332259342074394 8857.061844997108 3.559423066675663 leaf_count=470 31 13 24 31 22 28 15 18 29 22 25 32 19 26222 16 internal_value=-1.10747e-05 -3.64069e-06 -0.00558558 -0.0096746 1.08692e-05 0.00945605 0.0214965 -4.78982e-06 -0.00805404 8.18679e-06 0.00811856 -0.0135367 -0.00720178 -4.15675e-06 -0.0212187 internal_weight=9062.7 9055.75 23.4787 20.0469 9032.27 14.9496 10.3819 9017.32 14.5139 9002.81 13.681 16.4491 9.01503 8989.13 7.43411 internal_count=27017 26986 135 122 26851 65 43 26786 47 26739 47 98 50 26692 48 is_linear=0 shrinkage=0.03 Tree=613 num_leaves=26 num_cat=0 split_feature=6 8 9 4 4 5 3 5 3 4 4 10 0 7 5 5 3 9 11 10 2 8 2 5 8 split_gain=0.513961 1.25356 1.32528 0.590891 2.55137 3.4601 2.50316 2.97953 2.40901 2.86263 3.00513 3.47628 2.39371 2.09332 5.90835 4.23169 3.20306 2.78505 1.9631 1.72946 1.72891 4.16057 1.81943 1.71132 0.879939 threshold=1.0000000180025095e-35 5.7000000000000002 4.5000000000000009 1.8050000000000004 1.7750000000000004 2.1750000000000012 2.3000000000000003 1.2750000000000006 0.70000000000000007 2.1050000000000009 1.9850000000000003 -0.33333333333333309 925.00000000000011 1.3 0.8650000000000001 1.3050000000000006 1.7000000000000004 6.3000000000000016 -0.66666666666666619 -2.8333333333333326 2.7000000000000006 4.1000000000000005 1.9000000000000001 0.87000000000000033 7.7000000000000002 decision_type=2 2 2 2 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 19 6 7 -6 9 10 18 -12 24 14 -10 23 -17 -16 -5 -2 22 -22 -21 -15 -11 right_child=3 -3 -4 8 5 -7 -8 -9 13 12 11 -13 -14 15 17 16 -18 -19 -20 20 21 -23 -24 -25 -26 leaf_value=-0.025149484650656809 -0.014167972034319043 0.0068716345814531111 -0.0023598978022716446 -0.011704341175660103 -0.013384685720254381 0.012873132041325156 -0.021773420704331383 -0.0015602628885297808 0.034942453782159877 -0.01669399257627889 0.02084246004842551 -0.0020578323411157605 0.012443205118684745 -0.019650635247945934 0.0033879123335808265 0.003380743978019228 -0.0023558235368172677 -0.001250992799836142 -0.00035816651586788697 0.00014202523851287969 -0.0068087443115184875 0.015759421277791924 -0.001786348160727147 -0.0042381944403284046 -0.0020733163389761717 leaf_weight=3.9885176643729192 7.7337599843740454 4.7566940113902083 5.4137501046061516 20.601581327617168 26.03045941144228 9.5136007666587812 8.3542672246694547 72.869027689099312 4.9587228745222083 22.698542706668384 10.939160317182543 13.122548833489416 3.3863182589411727 6.8575488701462737 404.79170536994934 238.68521045893431 138.39040736109018 163.53528990596533 41.111579105257988 5654.7124915271997 11.940869599580767 19.130587324500084 477.53414941579103 118.97351951897144 4.4273803457617751 leaf_count=19 30 29 28 95 118 33 34 275 21 139 45 61 22 38 1589 989 549 625 181 19575 43 72 1773 600 34 internal_value=3.20141e-05 -0.0056783 -0.0120274 4.28227e-05 -7.3293e-05 -0.00446645 -0.0060045 -0.00467246 0.000655089 -0.0034469 -0.000639555 0.00835331 -0.0113388 0.00109833 0.00233756 -0.000314328 0.00127537 0.00205307 -0.00414584 9.83343e-06 2.76238e-05 0.0070864 -8.14226e-06 -0.00507814 -0.0143077 internal_weight=7494.46 14.159 9.40227 7480.3 6287.82 116.767 107.254 98.8995 1192.48 116.287 85.7749 24.0617 30.5122 1076.19 573.286 502.907 377.076 568.327 61.7132 6171.05 6163.32 31.0715 6132.25 125.831 27.1259 internal_count=27017 76 47 26941 21953 460 427 393 4988 577 382 106 195 4411 2235 2176 1538 2214 276 21493 21463 115 21348 638 173 is_linear=0 shrinkage=0.03 Tree=614 num_leaves=27 num_cat=0 split_feature=2 4 10 10 8 5 7 4 0 12 5 5 13 13 6 8 10 12 11 9 9 2 4 9 4 0 split_gain=0.746549 2.52821 3.11984 2.2687 1.85132 1.68298 1.34224 1.58725 1.15547 1.14539 3.42991 2.15509 2.80252 1.48538 1.35595 5.33044 3.23994 3.90478 1.10852 1.57209 3.75267 1.56617 1.37705 3.48996 2.07359 0.465942 threshold=2.3000000000000003 1.3450000000000006 -3.1666666666666661 1.1666666666666672 9.3000000000000025 2.7950000000000004 2.5000000000000004 1.6250000000000002 525.00000000000011 5.1000000000000005 2.0750000000000011 2.265000000000001 1.7000000000000004 2.3000000000000007 0.3000000000000001 7.1000000000000005 -1.1666666666666663 2.3000000000000007 2.1666666666666674 6.9000000000000012 6.1000000000000005 1.5000000000000002 2.475000000000001 6.9000000000000012 2.3950000000000009 200.00000000000003 decision_type=2 2 2 2 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 8 -3 4 5 -4 7 -5 -2 14 -11 -12 -13 -14 15 16 25 -18 22 20 -20 -21 24 -24 -16 -1 right_child=1 2 3 6 -6 -7 -8 -9 -10 10 11 12 13 -15 18 -17 17 -19 19 21 -22 -23 23 -25 -26 -27 leaf_value=-0.027992208847524066 -0.026230593320880364 0.028294677841832431 -0.0018395735551709482 -0.0075791213472336475 -0.022805115532827727 -0.020350283445288189 0.016704585243926966 0.0033528361208993978 -0.0060863752804632574 0.024564701307224778 -0.013968666399393061 -0.009274769170611678 0.020433014147203245 0.0043261902758434589 0.00010895781146043024 0.021633724704268494 0.0071658573343024263 -0.0081384021396425383 -0.0042214499419388147 -0.018717346775261313 0.012740421989375339 -0.00038118130305519706 0.00077779902975029611 0.029371056399950475 -0.014213059825089674 -0.015258257912415493 leaf_weight=5.066655218601225 5.0150239169597608 3.2770014256238928 312.1045942697674 13.822807647287844 3.9355692043900481 4.4840544760227194 5.8045200295746318 88.3859410174191 5.240778736770153 6.7417459636926642 6.79243379831314 9.1042395085096377 8.4000263214111346 13.330793887376784 7177.5377786681056 6.9105288237333289 21.469436787068844 49.826010279357433 69.217410016804934 10.314041450619699 14.13666522502899 7.0636258572340003 15.527652833610775 5.1048230156302443 9.1097901314496976 5.2823038399219513 leaf_count=18 21 16 1675 50 34 15 32 452 23 20 20 29 31 47 23706 33 83 198 225 30 42 21 100 20 52 24 internal_value=-1.77041e-05 -0.00121547 -0.000865834 -0.00108882 -0.00235596 -0.00210175 0.00267135 0.00187439 -0.0159368 5.3456e-05 0.00485916 0.00132851 0.00469821 0.0105523 2.46283e-05 -0.00366532 -0.00580668 -0.00352978 6.93414e-05 -0.00305599 -0.00134475 -0.0112641 0.000113022 0.00785225 9.08032e-05 -0.0214926 internal_weight=7883.01 442.07 431.814 428.537 320.524 316.589 108.013 102.209 10.2558 7440.94 44.3692 37.6275 30.8351 21.7308 7396.57 88.5549 81.6444 71.2954 7308.01 100.732 83.3541 17.3777 7207.28 20.6325 7186.65 10.349 internal_count=27017 2318 2274 2258 1724 1690 534 502 44 24699 147 127 107 78 24552 356 323 281 24196 318 267 51 23878 120 23758 42 is_linear=0 shrinkage=0.03 Tree=615 num_leaves=27 num_cat=0 split_feature=12 10 2 4 3 6 6 11 7 11 10 11 5 4 5 3 3 3 13 4 4 5 2 5 0 5 split_gain=0.721722 3.4555 3.20724 3.26652 3.1249 2.77135 4.57101 4.91371 2.70887 3.67713 2.50299 2.40611 2.17439 3.20141 2.87607 4.13279 2.84539 2.81925 2.48564 2.00955 3.53105 1.55019 1.09762 1.08094 0.763545 0.287158 threshold=2.5000000000000004 -2.4999999999999991 0.50000000000000011 1.2150000000000005 2.7000000000000006 3.3000000000000003 2.9000000000000004 -0.33333333333333331 1.1000000000000003 1.1666666666666672 -2.1666666666666656 0.83333333333333337 1.9250000000000003 1.5350000000000008 1.8750000000000002 1.5000000000000002 1.9000000000000001 1.3 2.9000000000000008 1.0250000000000006 0.94500000000000017 1.2350000000000008 1.5000000000000002 1.5850000000000006 350.00000000000006 1.9000000000000004 decision_type=2 2 2 2 2 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 19 6 8 23 9 -4 21 -10 14 18 16 -16 -12 -15 -14 20 -2 -3 -9 -8 -5 -26 right_child=2 10 5 24 -6 -7 7 22 11 -11 12 -13 13 17 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 leaf_value=-0.017518684407609817 0.010862298070867705 0.022075916149454543 -0.0011284646174628498 -0.0095676871625830929 -0.019437639484297029 0.015747016058535592 0.013129489040252101 -0.02405592288959376 0.0013837787098113163 0.0026026656579151235 -0.00031905183179926802 -0.00067328428860223273 -0.0099352516387534555 -0.0013646725618449952 0.012264952876466754 -0.00899421750375929 0.0099877757843849554 0.018764036697236863 -0.00082428188287447942 0.014407416027351566 -0.022043522921512623 0.0027373303811624927 -0.010356683520441827 -0.004549166118866934 -0.028589584711916111 -0.018464568380737286 leaf_weight=10.460735470056532 6.3771237134933525 7.1592994034290296 1538.1714513190091 5.029715195298194 6.8372247815132132 10.446648001670836 6.4292797148227674 14.036675348877909 2276.4722681194544 281.17828970775008 3980.9042138084769 660.16235706955194 66.901128366589546 20.195748031139377 35.190683111548424 10.742070481181143 24.253333121538162 9.0771812796592695 45.128470882773399 9.2175361812114698 5.4374282211065292 7.7896393537521362 8.4222302734851819 6.0343317314982414 5.4047244340181333 4.7248722463846207 leaf_count=29 25 21 4950 21 39 33 19 50 6821 934 11252 1961 245 58 103 36 78 27 147 35 20 22 28 22 19 22 internal_value=-1.08346e-05 -0.000297758 0.000238978 -0.00791503 -0.00181879 0.000312052 0.000278396 -0.0105356 0.000357801 -0.000551823 -0.000254941 0.000921346 -0.000298635 -0.00395686 -0.000171036 0.00729317 -0.000256639 0.004877 -0.00626511 0.00390884 -0.004282 0.0119989 -0.0189186 0.00457026 -0.0191225 -0.0238668 internal_weight=9062.18 4217.8 4844.38 43.0286 27.8693 4801.35 4790.91 34.9225 4755.98 1819.35 4207.34 2936.63 4192.39 141.303 4051.09 45.9328 4005.16 29.2729 112.03 21.0321 11.8146 14.9489 22.4589 12.4636 15.1593 10.1296 internal_count=27017 12018 14999 181 119 14818 14785 119 14666 5884 11989 8782 11946 477 11469 139 11330 85 392 80 45 43 78 41 62 41 is_linear=0 shrinkage=0.03 Tree=616 num_leaves=31 num_cat=0 split_feature=12 4 0 10 10 13 2 5 5 3 7 13 5 4 2 11 13 13 9 5 7 9 0 13 13 13 3 5 9 13 split_gain=0.511326 3.00843 2.97678 2.12169 2.8258 2.30374 0.997982 3.0379 2.37794 4.52216 2.14087 1.95008 1.94054 1.29853 0.833298 3.23257 4.09737 3.92055 5.0915 3.08105 3.01983 2.72079 0.763458 3.09771 5.17391 3.00912 3.98707 2.82248 2.69224 0.254335 threshold=0.90000000000000013 1.2650000000000008 475.00000000000006 0.33333333333333326 -0.49999999999999994 3.7000000000000006 0.3000000000000001 1.9750000000000003 1.2050000000000007 1.1000000000000003 2.1000000000000005 2.7000000000000006 1.2750000000000006 1.0050000000000006 0.50000000000000011 -1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 4.3000000000000016 1.8450000000000004 1.3 4.1000000000000005 475.00000000000006 2.9000000000000008 3.9000000000000008 3.1000000000000005 0.50000000000000011 2.725000000000001 5.1000000000000005 3.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 8 9 13 12 -9 -10 -2 15 17 20 19 -19 -8 -17 -18 25 27 -25 28 -27 -24 -16 -5 right_child=6 2 -4 29 5 -7 14 11 10 -11 -12 -13 -14 -15 22 16 21 18 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=0.0021439659359455084 -0.004007309348103642 0.019688124870998483 -0.0061037052975145504 0.008008146971554865 -0.024848527758764082 -0.0024270741656445762 -0.0028715974455832873 -0.020985825184455867 0.019654272489358436 -0.023280124393762303 0.02249964772214547 0.0029402578308432817 0.003676076761887494 0.014682963407889611 0.0012865096070916492 -0.00098797311806287378 -0.00080732938726195262 -0.0083899910736343793 0.020217512841827004 0.01116490495811462 0.015589325291389263 -0.010421088770964371 -0.0004785388942717957 0.0024161308480018656 -0.0016139689756318497 -0.0087705372858086598 -0.0011327220024568558 0.010312056994941801 -0.00073927272660159239 -0.00089222408538178763 leaf_weight=9.1763779520988447 6.3978530913591403 8.9441297799348849 7.3263214975595465 5.8839288651943189 13.587567448616033 5.9217385053634635 84.440631896257401 7.4517151266336423 7.5547008961439124 7.5343090593814841 6.9895619153976432 5.2089834362268448 72.394447699189186 7.0124281644821167 1249.6916470229626 62.169705629348755 39.149219110608101 7.7813227325677898 19.966835781931877 16.889199063181877 11.76097798347473 81.961447812616825 2091.6994192004204 1145.1407378539443 382.45414558798075 65.935050040483475 916.91619887948036 22.046345271170139 1119.2295476794243 5.6779963225126266 leaf_count=32 22 31 27 20 48 20 290 33 25 26 22 21 243 23 4346 215 133 27 68 67 40 293 7886 4130 1368 239 3197 87 4018 20 internal_value=3.12044e-05 -0.00281151 0.00807448 -0.00721226 -0.0115852 -0.0180429 5.28056e-05 0.00276026 0.00439176 -0.00468257 0.00657788 -0.0111419 0.00518592 0.0057661 8.20297e-06 -0.00147887 -0.00391614 0.00220395 0.0121952 -0.000532057 0.00164916 -0.00731343 7.71261e-05 0.000377862 0.00140714 -0.000249591 -0.00164511 -0.000365993 0.000329401 0.00363722 internal_weight=7494.29 56.5181 16.2705 40.2476 28.6857 19.5093 7437.78 120.544 107.883 20.9446 86.9387 12.6607 79.9491 13.4103 7317.23 324.119 195.041 129.078 27.7482 101.33 73.9307 121.111 6993.11 3641.34 1527.59 3351.77 982.851 2113.75 2368.92 11.5619 internal_count=27017 198 58 140 100 68 26819 415 361 71 290 54 268 45 26404 1133 681 452 95 357 255 426 25271 13471 5498 11800 3436 7973 8364 40 is_linear=0 shrinkage=0.03 Tree=617 num_leaves=31 num_cat=0 split_feature=3 11 5 6 9 11 7 9 10 9 4 8 4 6 10 7 8 2 8 11 5 12 7 7 4 5 0 8 5 5 split_gain=0.751997 2.70307 6.73787 4.40946 3.95121 4.46775 2.84259 2.31596 2.49042 2.99356 4.14593 2.46482 2.48707 2.30077 2.12926 5.29505 4.9303 4.75269 5.35906 4.12697 4.00633 3.81667 3.05471 2.58598 2.76027 2.55686 2.63214 3.14283 2.11015 2.73541 threshold=0.90000000000000013 0.50000000000000022 1.5150000000000008 1.5000000000000002 5.7000000000000002 1.1666666666666672 1.5000000000000002 7.7000000000000002 0.83333333333333337 6.3000000000000016 1.3650000000000009 1.7000000000000004 1.8750000000000002 2.1000000000000005 0.50000000000000022 2.7000000000000006 3.7000000000000006 1.5000000000000002 3.3000000000000003 0.83333333333333337 1.6250000000000002 2.7000000000000006 2.7000000000000006 1.9000000000000001 0.81500000000000028 1.0050000000000006 200.00000000000003 3.9000000000000004 1.1650000000000007 1.2150000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 -6 8 11 13 -11 -1 -13 -10 22 16 17 19 -19 -16 21 -17 -2 24 -18 -24 -27 -28 -5 -30 right_child=14 2 -4 28 6 -7 -8 -9 9 10 -12 12 -14 -15 15 20 23 18 -20 -21 -22 -23 25 -25 -26 26 27 -29 29 -31 leaf_value=0.020114159415795824 0.00057750066294558102 0.0016204750473067262 -0.013662907068004222 -0.01045504473242885 0.004160398119090164 -0.017942772981757962 0.023136597089777895 -0.0068706137220050367 0.00069937475955803377 -0.0021400671065871396 0.0242993932857022 -0.00084270915252153704 0.0046566847630827319 0.010346450941584278 0.0018532063544340778 0.0042949085939420172 -0.020622232693707217 0.0020414124758009085 0.015752317767842798 -0.0085346824231615093 -0.010220472231214446 0.032185621878842163 -0.024303570756115191 -0.0053946636608437348 -0.0011879922607971427 -0.021994149778696168 0.0078531514112627158 -0.0069336371559833541 0.015788917931169801 -0.0044710373190397709 leaf_weight=5.2613037526607505 4414.0420015528798 104.30067437514663 46.540407333523035 49.358223311603069 17.25293038785458 11.683147463947533 12.07828815281391 43.224949024617672 173.68267698958516 8.9861302971839923 13.147202420979736 1080.6053813770413 79.453716756775975 25.518765106797218 173.369976952672 7.7799846380949083 6.6148421168327323 64.180609479546547 42.743646204471588 42.947435691952705 5.0047666132450095 10.211847402155398 6.0888619348406783 157.30033170059323 1163.8863844946027 6.5442201644182196 19.575791634619236 38.142516829073429 6.8954986929893485 46.068013742566109 leaf_count=16 14479 444 164 184 61 53 47 141 726 26 50 3852 508 87 514 30 19 201 136 128 18 41 30 650 3973 25 65 170 24 155 internal_value=-1.72116e-05 -0.000571017 -0.00318992 -0.00122164 0.00213755 -0.000350147 0.0119746 -3.22155e-05 0.000180952 0.00309818 0.013565 -0.000373132 -0.00046605 0.00193522 0.000137826 -0.000775171 -0.000974296 0.00234833 0.00752243 -0.000209194 0.013521 0.0201252 0.000478652 -0.00178316 -0.00129782 -0.00572342 -0.00396295 -0.00191854 -0.00599229 -0.00183333 internal_weight=7882.49 1724.06 294.177 247.637 145.315 115.984 29.3312 1429.88 1386.66 221.335 22.1333 1165.32 1160.06 199.201 6158.43 1674.04 1651.04 323.242 106.924 216.317 22.9966 17.9918 4484.39 1327.8 1170.5 70.3514 64.2625 57.7183 102.322 52.9635 internal_count=27017 6538 1132 968 605 497 108 5406 5265 889 76 4376 4360 813 20479 5710 5621 979 337 642 89 71 14769 4642 3992 290 260 235 363 179 is_linear=0 shrinkage=0.03 Tree=618 num_leaves=29 num_cat=0 split_feature=3 0 4 5 4 7 5 5 8 13 12 12 10 2 4 3 6 6 11 7 10 5 4 5 4 8 0 5 split_gain=0.714388 4.24213 2.89654 2.91453 5.15083 3.89234 5.53226 2.84438 3.12988 3.1356 2.41265 0.977871 3.41548 3.0939 3.18037 3.03826 2.64622 4.42414 4.76869 2.61923 2.03955 1.99316 3.08028 2.82512 1.92205 1.2483 0.755822 0.280855 threshold=0.3000000000000001 200.00000000000003 0.93000000000000027 1.0250000000000006 1.0650000000000006 2.3000000000000003 0.91000000000000036 0.93000000000000027 5.9000000000000012 2.5000000000000004 1.9000000000000001 2.5000000000000004 -2.4999999999999991 0.50000000000000011 1.2150000000000005 2.7000000000000006 3.3000000000000003 2.9000000000000004 -0.33333333333333331 1.1000000000000003 -2.1666666666666656 1.9250000000000003 1.5350000000000008 1.8750000000000002 1.0250000000000006 5.3000000000000016 350.00000000000006 1.9000000000000004 decision_type=2 2 2 2 2 2 2 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 6 -4 -1 9 -9 -6 12 -2 14 15 24 17 19 -19 -15 25 23 -23 -22 -13 -14 -16 -28 right_child=11 2 3 4 10 -7 -8 8 -10 -11 -12 13 20 16 26 -17 -18 18 -20 -21 21 22 -24 -25 -26 -27 27 -29 leaf_value=0.00762908642085242 -0.018139712424324397 0.025084322266469082 0.0024992302493651668 -0.017463354403523593 0.013962690866650675 0.015279011788320526 -0.020317013166395819 0.0082829473711381434 -0.026288000209826783 -0.017605847337784062 -0.00023678786761549163 -0.0042081084955828754 0.0016468416851512428 -0.00053551888649708951 -0.0093918899868948146 -0.019306056415895594 0.015367226562118509 0.0044712901961032709 -0.018695358760148426 0.00091418946127937856 -0.00034753971618144434 -0.0061609478914389825 0.0047669327147001417 0.0071317972546434457 0.014043047954058765 0.019394636335425583 -0.028372743942786334 -0.018298894303768611 leaf_weight=8.6602994501590711 9.7319756448268873 5.921836555004119 26.213729470968246 6.5597426295280448 44.908080339431763 9.7166739180684072 15.058746114373205 8.5068908035755211 9.2014642655849439 8.3370327949523908 14.166759505867956 11.792198240756994 6.7950235307216627 1817.0822459533811 5.0019438862800589 6.7436225712299338 10.487556062638758 12.471916846930979 22.286471664905548 2930.6886633709073 3857.1693872064352 111.70689928531647 29.304616361856461 45.993944019079208 9.279765844345091 7.5074700117111206 5.3395001888275129 4.6685563176870346 leaf_count=24 27 17 80 18 125 32 42 24 26 23 50 45 19 5876 21 39 33 41 78 8756 10907 392 85 139 35 22 19 22 internal_value=-1.03967e-05 0.00199403 0.00461624 0.00357693 0.00775701 -0.00180378 -0.00582554 -0.00726499 -0.0122174 -0.00453092 0.0105575 -4.57961e-05 -0.000388566 0.000242563 -0.00778513 -0.00177956 0.00031429 0.000281281 -0.0103828 0.000359352 -0.000346 -0.000385994 -0.00388995 -0.000259405 0.00382942 0.0109628 -0.0189143 -0.0236735 internal_weight=9061.3 157.251 122.546 116.624 65.6346 50.9891 41.2725 34.7057 26.0454 16.8439 59.0748 8904.05 4068.21 4835.84 42.8256 27.8156 4793.02 4782.53 34.7584 4747.77 4058.48 4044.17 141.012 3903.16 21.072 14.3025 15.01 10.0081 internal_count=27017 461 364 347 193 154 122 97 73 47 175 26556 11591 14965 181 119 14784 14751 119 14632 11564 11523 477 11046 80 41 62 41 is_linear=0 shrinkage=0.03 Tree=619 num_leaves=25 num_cat=0 split_feature=11 4 4 6 13 6 7 13 8 9 9 5 11 6 8 10 12 8 0 6 5 3 9 9 split_gain=0.506693 0.525057 3.49441 2.97387 3.40338 2.89287 4.16576 5.45898 2.47583 3.07793 2.73484 3.44828 2.80368 2.41539 2.67135 3.48656 2.39606 3.88249 2.28329 2.08967 3.02386 1.56776 0.933173 0.380187 threshold=3.1666666666666674 1.1050000000000006 1.1350000000000007 3.3000000000000003 5.1000000000000005 2.7000000000000006 1.7000000000000004 4.9000000000000012 6.5000000000000009 6.1000000000000005 2.9000000000000004 1.0250000000000006 -1.1666666666666663 0.90000000000000013 3.5000000000000004 -1.0000000180025095e-35 1.3000000000000003 5.3000000000000016 575.00000000000011 2.5000000000000004 2.225000000000001 1.0000000180025095e-35 4.3000000000000016 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 13 8 -5 19 18 -8 10 22 11 -1 -12 14 -3 -16 -15 -18 -7 21 -21 -4 -10 -2 right_child=23 2 5 4 -6 6 7 -9 9 -11 12 -13 -14 16 15 -17 17 -19 -20 20 -22 -23 -24 -25 leaf_value=-0.0025120110427716423 -0.00045810730675703489 0.0096371393433742243 -0.012206151399070796 0.027257353228997708 -0.0024066603000280659 -0.010235868185422549 0.020033501057089422 -0.0033516931865713007 -0.026540884809045311 0.008700387622930782 -0.0056430633050094598 0.0097501474509443069 -0.00041683064499118083 0.019019100152070593 0.0072001941952462992 -0.017612295779566873 0.006363453448644185 -0.0062278110191433178 0.0030646910394219657 0.0031048161920827224 0.025651802119361036 6.4708867721945882e-05 -0.011362073124247784 -0.01239134218663792 leaf_weight=35.062278896570206 4.4955286085605604 9.6358423084020597 9.3861341848969442 7.3805951476097089 6.5880274474620819 74.197193950414658 12.373831823468207 32.794674396514893 6.5802171379327801 5.2048683613538733 100.81641025841236 50.178846299648285 1104.4114150479436 10.766833335161207 7.7071428894996652 15.048644170165062 143.02920247614384 26.055091321468353 13.772401645779608 98.773405358195305 5.6601379513740531 5700.8415897637606 8.1727497726678831 5.1617728248238564 leaf_count=126 16 33 46 21 21 262 40 117 24 20 368 158 3738 35 26 51 484 93 48 332 22 20876 31 29 internal_value=3.09407e-05 3.98017e-05 0.000156311 -0.000502109 0.0132669 2.13359e-05 -0.00435105 0.00305464 -0.000648881 -0.0111345 -0.000486716 0.00470635 -0.000854001 0.0039388 -0.00360236 -0.00920857 0.00529699 0.0044232 -0.00815355 0.00012145 0.00432683 4.45388e-05 -0.0181322 -0.00683635 internal_weight=7494.09 7484.44 6160.04 1324.4 13.9686 5947.8 133.138 45.1685 1310.43 19.9578 1290.47 85.2411 1205.23 212.243 32.3916 22.7558 179.851 169.084 87.9696 5814.66 104.434 5710.23 14.753 9.6573 internal_count=27017 26972 22465 4507 42 21743 467 157 4465 75 4390 284 4106 722 110 77 612 577 310 21276 354 20922 55 45 is_linear=0 shrinkage=0.03 Tree=620 num_leaves=12 num_cat=0 split_feature=5 5 9 0 5 10 11 0 9 12 12 split_gain=0.741247 0.831065 2.55671 1.51506 1.24845 3.05322 1.34605 1.93914 1.65711 0.768812 1.11495 threshold=3.2350000000000008 2.9150000000000005 8.5000000000000018 475.00000000000006 2.8350000000000004 -1.0000000180025095e-35 -2.8333333333333326 350.00000000000006 6.1000000000000005 6.5000000000000009 5.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 -6 7 -1 -9 10 -8 right_child=-2 2 -4 -5 5 -7 9 8 -10 -11 -12 leaf_value=-0.0032420112515862474 -0.010302913823189446 0.023394568214652765 -0.0094253341596018444 0.0031585199970367915 -0.024180147648247205 0.004571455096283302 -2.4958233528706325e-05 0.024748209553346518 0.0034159440134323006 0.0095580792288897792 -0.0089739456808750114 leaf_weight=9.1728866547346133 6.3010315150022498 6.8961601257324237 6.4150353521108618 6.4387808740139008 6.3806389272212982 6.9392802491784078 7799.9184786975384 6.9767913073301298 6.1806971058249474 7.5192098617553702 12.550102218985556 leaf_count=28 21 24 19 23 19 25 26736 22 21 29 50 internal_value=-1.74664e-05 -9.23711e-06 0.00613701 0.0136236 -2.46895e-05 -0.00920142 -9.10311e-06 0.00734593 0.0147274 -3.01058e-05 -3.93341e-05 internal_weight=7881.69 7875.39 19.75 13.3349 7855.64 13.3199 7842.32 22.3304 13.1575 7819.99 7812.47 internal_count=27017 26996 66 47 26930 44 26886 71 43 26815 26786 is_linear=0 shrinkage=0.03 Tree=621 num_leaves=31 num_cat=0 split_feature=10 5 3 13 12 10 6 10 6 4 9 5 0 4 10 3 3 8 10 3 4 10 4 5 5 5 8 4 8 3 split_gain=0.708599 2.78105 4.08433 4.72016 2.9621 3.65101 3.59476 3.8981 3.17868 3.89883 6.27258 4.2251 3.4091 3.13694 2.72515 2.53283 4.09143 3.46016 2.52061 3.20432 3.84494 2.66226 2.37631 2.19486 4.58245 3.55691 2.15824 1.78304 1.70172 1.34808 threshold=-0.49999999999999994 1.4450000000000007 0.50000000000000011 4.7000000000000011 2.5000000000000004 -2.4999999999999991 3.1000000000000005 -2.1666666666666656 2.1000000000000005 1.8300000000000005 6.7000000000000002 0.99000000000000021 350.00000000000006 1.4950000000000008 -0.83333333333333315 3.7000000000000006 3.5000000000000004 5.5000000000000009 -0.33333333333333309 0.3000000000000001 1.3950000000000007 -0.33333333333333331 1.4150000000000007 2.2950000000000013 2.3450000000000011 2.2150000000000012 10.100000000000001 0.68500000000000016 5.9000000000000012 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 22 23 5 -1 7 -7 9 11 -11 -6 13 -10 -14 16 18 -18 19 20 -2 -21 -3 25 -25 -4 27 -20 -17 -5 right_child=15 2 3 29 8 6 -8 -9 12 10 -12 -13 14 -15 -16 28 17 -19 26 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.020493474943576787 0.020171045510315639 -0.024092374862939754 -0.00018350695260131562 -0.0074146556481000901 0.016638764166130866 0.017805508524166191 -0.020359121867196444 0.00039385580687786696 0.018373330433629508 0.00099192400092588669 -0.031420170270661608 0.004614382865571671 -0.017372290552984223 -0.0072081755337113796 0.0020211776114215665 -0.019863472300208813 0.0033837476707180721 0.037076137966314072 -0.0069794104321524468 -0.00059471041757098292 -0.0035361641415898072 -0.003566100569046268 -0.0021091020225686391 0.021576801302349943 0.0015627952404032581 -0.0096335645480632361 -0.016749684593929972 0.00017486935212886884 -0.00010775561987435699 -0.022598009337967927 leaf_weight=7.5549764037132254 13.38454729318619 10.401114344596865 1174.205178052187 11.369898438453676 28.836679592728615 11.732007533311842 7.4062659889459601 849.49518487602472 9.0367130339145678 135.25614616274834 5.5960464626550666 298.95847910642624 18.908446043729782 8.2552599310874921 9.9540499597787875 9.8249656111001986 6.3296840488910657 4.8417381346225739 31.54811604321003 777.10439660400152 11.402107045054434 417.00101657211781 7.7029559314250937 12.255403831601141 64.401629872620106 36.975236713886261 6.826043799519538 5057.4341765642166 6.5337537527084342 9.7983242720365507 leaf_count=21 37 30 3518 34 89 34 23 2368 26 477 17 843 54 23 29 73 32 15 99 2332 33 1225 23 43 271 131 22 15036 29 30 internal_value=-9.94498e-06 0.000395319 -0.00058711 -0.000391385 0.00133263 0.000271471 0.000452075 0.000631045 0.00313871 0.0038785 -0.000295806 0.00567219 -0.00437303 0.00616061 -0.0106839 -0.00018363 -0.000153142 0.0179862 -0.000185233 -0.00141076 0.00926549 -0.00163237 -0.0147389 -0.000160423 0.0047625 -0.000472001 0.000107906 0.000130518 -0.0119729 -0.0144427 internal_weight=9060.33 2718.1 1327.11 1309.01 1390.99 876.188 868.633 861.227 514.802 468.647 140.852 327.795 46.1545 17.292 28.8625 6342.23 6325.87 11.1714 6314.7 1218.89 24.7867 1194.11 18.1041 1287.84 76.657 1211.18 5095.81 5088.98 16.3587 21.1682 internal_count=27017 8084 4080 4027 4004 2446 2425 2402 1558 1426 494 932 132 49 83 18933 18831 47 18784 3627 70 3557 53 3963 314 3649 15157 15135 102 64 is_linear=0 shrinkage=0.03 Tree=622 num_leaves=31 num_cat=0 split_feature=8 0 4 2 6 6 12 4 6 4 8 10 6 6 2 8 4 7 12 5 5 11 13 3 6 8 8 5 5 3 split_gain=0.502694 2.27137 2.87559 3.98359 4.00616 8.3034 3.89512 2.82499 2.40467 2.39955 2.91927 2.89899 4.08392 2.37177 2.28473 2.48805 2.2511 2.18244 1.87622 1.86733 1.35641 1.68286 1.12719 1.11109 1.06137 1.93797 1.02173 3.30726 4.26557 2.67765 threshold=2.9000000000000004 350.00000000000006 1.1250000000000007 0.90000000000000013 2.1000000000000005 1.7000000000000004 2.7000000000000006 1.3750000000000007 1.3 1.6400000000000006 2.7000000000000006 0.83333333333333337 2.3000000000000003 1.5000000000000002 2.1000000000000005 2.5000000000000004 1.5050000000000006 1.3 2.9000000000000008 1.3450000000000006 1.6050000000000004 1.0000000180025095e-35 5.9000000000000012 1.1000000000000003 1.0000000180025095e-35 5.7000000000000002 3.9000000000000004 2.0450000000000008 2.2150000000000012 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 23 20 -8 10 14 12 -12 16 15 -3 -9 -13 -11 -6 21 -4 24 -5 25 -2 27 29 -29 -26 right_child=22 9 7 6 19 -7 8 13 -10 18 11 17 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=0.0020169223847704182 -0.017315402484140815 0.00025054927790838313 -0.015021200424360984 -0.019264963627114325 -0.018970665343278955 0.038547073780373774 0.016886264807043912 0.0049135634086978101 -0.0050896974981466678 0.00081456668162037187 -0.0038758006071248434 0.020891193838709254 -0.024540655840844441 0.012592367293793918 -0.01625007773446405 0.0074647132288022389 -0.0217943332327875 -0.002875324985419518 0.024870124836790464 0.0040541774877346079 -0.021162061094062611 0.00034264307583332227 0.010753073454800768 -0.0063871170079651601 0.0019990256057423579 0.0067153311392306111 -8.7003466700417943e-05 0.011771577524672637 -6.1655587228818135e-05 -0.00074974977285319449 leaf_weight=18.188953623175625 8.2203768566250783 128.69318942725658 18.266078725457195 15.464832410216333 6.2357408404350263 8.0912701487541181 7.5481775701046017 5.6553584933280963 11.029267519712446 5.4044430702924711 79.013120517134666 6.7219915539026243 9.6592704206705076 8.3059516847133619 5.9249944239854804 64.635468408465385 5.7059018909931183 7.204289585351944 6.3427580595016479 6.4481211006641388 13.599733486771582 9.8907082974910718 8.9163380116224271 9.8834916502237302 546.69533842802048 4.7746251299977294 5592.0321114137769 54.496037535369396 55.174338541924953 765.60943624377251 leaf_count=62 42 464 67 56 21 27 29 20 42 20 273 22 33 29 23 219 20 24 23 22 56 35 36 34 1804 29 20508 190 235 2552 internal_value=3.05555e-05 -0.000932585 -0.00404723 -0.000401803 0.00658109 0.013264 -0.00659594 -0.00896664 0.00383933 0.000500724 -1.69638e-05 -0.0041284 -0.00612687 0.00040795 0.00210007 0.00266246 -0.00849979 0.00859639 0.0138031 -0.00726548 -0.013382 -0.0096243 9.32388e-05 -0.0142438 7.97129e-05 -0.00848603 9.55829e-05 0.000813618 0.00581837 0.000395367 internal_weight=7493.83 457.913 144.314 82.8899 38.9641 26.2802 43.9258 61.4237 18.5774 313.6 301.852 102.599 88.6724 19.6672 199.254 193.329 11.3613 13.9263 11.7472 12.6839 41.7565 28.1568 7035.92 25.3483 7027 12.995 7014.01 1421.98 109.67 1312.3 internal_count=27017 1621 520 293 132 89 161 227 71 1101 1058 352 306 69 706 683 40 46 43 43 158 102 25396 90 25360 71 25289 4781 425 4356 is_linear=0 shrinkage=0.03 Tree=623 num_leaves=21 num_cat=0 split_feature=4 8 11 4 4 8 2 13 12 4 2 5 8 8 13 10 7 10 9 3 split_gain=0.739271 1.29517 1.75763 1.03501 1.17614 3.05739 1.35063 1.29102 1.11859 1.00979 1.00557 1.85418 0.834108 0.942398 0.814907 3.31673 2.57464 0.812516 0.306997 0.235934 threshold=2.7150000000000003 8.5000000000000018 0.50000000000000022 2.5850000000000013 2.6350000000000011 7.9000000000000012 3.1000000000000005 2.1000000000000005 6.5000000000000009 2.8750000000000004 3.5000000000000004 1.2450000000000008 6.7000000000000002 7.3000000000000016 2.3000000000000007 -1.0000000180025095e-35 0.70000000000000007 1.1666666666666672 5.3000000000000016 1.5000000000000002 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 12 8 5 6 -5 -6 10 -4 14 -12 -2 -14 15 -1 -16 -13 -3 -15 right_child=1 18 9 4 7 -7 -8 -9 -10 -11 11 17 13 19 16 -17 -18 -19 -20 -21 leaf_value=0.00077561157493522242 -0.022220349738990668 -0.0094045785392977473 -0.0009918137118014596 -0.013200064186539387 0.011145175950523795 0.03772866912384943 0.015792540918225798 -0.010201108805081353 0.012528771181274233 0.019484246301041324 0.013301795643178523 -0.022505648341640521 0.0095449017299534811 -0.021220105971256752 0.0031755152608939591 -0.0014155328149639669 4.8578646053478891e-05 -0.0028034775125286558 -0.02366144644936129 -0.0057116476449467768 leaf_weight=1103.2100372835994 3.3929292932152801 2.29220844246447 4.7622578367590886 2.8311179019510764 4.8613362908363325 3.3186739422380924 2.95604382827878 5.3630851656198502 6.3892799615859976 3.9784679226577282 2.5534591227769843 5.5980247408151609 2.7165437452495098 1.8804889135062697 248.66907928884029 1424.6264526508749 5043.8695923890918 2.8393502235412598 3.3401303663849831 1.6641771458089349 leaf_count=3812 32 27 27 20 26 18 21 38 23 22 24 45 18 28 728 4884 17169 17 25 13 internal_value=-1.7621e-05 -0.00527185 -0.00141768 -1.55342e-06 0.00693176 0.0147731 0.00160917 -5.17356e-05 -1.8653e-05 0.00832816 -2.889e-05 -0.00909682 -0.0102414 -0.00375011 -1.61458e-05 -0.000459263 0.000195497 -0.0158755 -0.0178593 -0.0139391 internal_weight=7881.11 24.0272 18.3949 7857.09 19.3303 9.10584 5.78716 10.2244 7837.76 8.74073 7831.37 10.9908 9.65414 6.26121 7820.38 2527.84 5292.54 8.43737 5.63234 3.54467 internal_count=27017 192 140 26825 123 59 41 64 26702 49 26679 86 91 59 26593 8696 17897 62 52 41 is_linear=0 shrinkage=0.03 Tree=624 num_leaves=18 num_cat=0 split_feature=13 13 0 4 2 8 9 13 6 4 11 3 2 5 7 4 12 split_gain=0.706601 0.777961 0.750244 3.10854 4.4727 4.12069 4.02764 3.89075 3.5955 2.26197 1.82472 3.70783 4.4526 2.69299 1.93827 3.02027 1.57176 threshold=6.1000000000000005 5.9000000000000012 525.00000000000011 1.2750000000000006 0.90000000000000013 5.5000000000000009 2.9000000000000004 2.7000000000000006 0.50000000000000011 1.2350000000000005 1.1666666666666672 1.3 0.90000000000000013 1.3550000000000006 0.50000000000000011 1.4950000000000008 4.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 5 7 6 -4 -5 -6 -7 14 13 -13 -12 15 -1 -16 right_child=-2 -3 3 4 8 9 -8 -9 -10 -11 11 12 -14 -15 16 -17 -18 leaf_value=-0.0055089026357978479 0.0085494762765129483 -0.010119648866345539 -0.00726715022181771 -0.00040227270849584518 0.0045026672031846255 0.0049164641258726133 0.0015838544385194475 -0.0081120372965672056 -0.00021079709683723317 0.015139088865828487 0.0013026028119674214 -0.004731383307823577 0.0017252691045596472 0.0093673980824590837 -0.0001824109406380594 0.00074341106322739123 -0.0049848079393216786 leaf_weight=159.69507609307766 8.6718222796916944 6.8564709424972525 49.402534872293472 120.78903118520975 161.80973233282566 103.59968283772469 729.92774899303913 114.99567088484764 1458.7933101281524 23.992104351520538 72.245892003178596 128.95484539866447 377.5935535132885 76.959495961666107 5279.8624634221196 123.16506807506084 62.056338999420404 leaf_count=570 25 20 140 365 547 303 2222 332 4478 69 206 418 1171 218 15317 390 226 internal_value=-9.9637e-06 -1.81648e-05 -1.05065e-05 0.000401429 -0.000301862 0.001841 0.00102278 -0.00416244 0.000259821 0.00683871 -0.00019175 0.00130588 8.15632e-05 0.00546239 -0.000366348 -0.00278647 -0.0002382 internal_weight=9059.37 9050.7 9043.84 2763.31 1856.39 906.922 779.33 235.785 1620.6 127.592 6280.53 655.754 506.548 149.205 5624.78 282.86 5341.92 internal_count=27017 26992 26972 8456 5722 2734 2362 697 5025 372 18516 2013 1589 424 16503 960 15543 is_linear=0 shrinkage=0.03 Tree=625 num_leaves=15 num_cat=0 split_feature=2 4 9 8 7 11 11 4 4 2 8 4 6 13 split_gain=0.502145 1.06357 1.64936 0.871728 0.674724 4.75502 1.15157 0.815074 3.54942 2.29368 6.42962 1.62749 0.937024 0.529915 threshold=3.9000000000000004 2.8450000000000011 5.5000000000000009 5.7000000000000002 1.0000000180025095e-35 -0.66666666666666663 1.0000000180025095e-35 2.5450000000000008 2.5250000000000008 2.9000000000000004 6.7000000000000002 2.725000000000001 1.0000000180025095e-35 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -2 5 -1 -7 8 12 10 -9 -11 -6 -5 right_child=3 2 -4 13 7 6 -8 9 -10 11 -12 -13 -14 -15 leaf_value=0.012752658671621833 0.0064230481617696348 0.015858715195342883 -0.0026315782360634694 -0.022299898276034555 -0.0080911415158141549 -0.024834397278052294 -0.0080968251848295911 0.02196328366247792 0.022462293294458036 -0.022599384158424128 -0.0087623200033630552 -0.0010753847370717372 5.5937120443782284e-05 -0.0044139056896605987 leaf_weight=8.6372871100902575 2.8878305889666063 9.519464924931528 7.9826896712183943 3.0841542519629002 12.727331079542635 6.3786166012287131 8.8082711771130544 8.8342014253139514 6.3604382425546637 8.2772334180772287 20.020664647221565 5.1156867966055861 7382.1220609359443 2.8856930173933506 leaf_count=30 21 39 32 28 67 29 39 41 32 62 120 30 26427 20 internal_value=3.01962e-05 3.86443e-05 0.00742534 -0.0071085 2.13311e-05 -0.00501926 -0.0151267 3.74644e-05 6.11827e-05 -0.00411764 0.000644626 -0.0143779 4.19151e-05 -0.0136542 internal_weight=7493.64 7484.78 17.5022 8.85768 7467.28 23.8242 15.1869 7443.46 7401.21 42.2478 28.8549 13.3929 7394.85 5.96985 internal_count=27017 26948 71 69 26877 98 68 26779 26526 253 161 92 26494 48 is_linear=0 shrinkage=0.03 Tree=626 num_leaves=31 num_cat=0 split_feature=3 10 5 8 2 8 8 4 10 2 2 5 12 13 4 10 7 8 12 11 7 12 4 0 8 13 7 13 11 13 split_gain=0.723039 2.63515 3.14083 4.89829 4.53909 4.52039 3.75898 3.29569 5.54419 3.53235 3.03489 2.53403 2.01902 2.21421 4.41902 2.15587 5.04807 4.74843 4.67337 3.79095 2.71703 3.02716 5.23503 2.54625 2.93019 2.51326 2.49465 2.20804 1.95311 2.79004 threshold=0.90000000000000013 0.50000000000000022 1.4950000000000008 5.7000000000000002 0.70000000000000007 3.5000000000000004 7.9000000000000012 1.6750000000000003 -0.66666666666666663 2.1000000000000005 1.7000000000000004 1.9000000000000004 1.3000000000000003 3.1000000000000005 1.0350000000000008 0.50000000000000022 2.7000000000000006 3.7000000000000006 2.9000000000000008 -0.66666666666666663 2.7000000000000006 1.5000000000000002 0.80000000000000038 200.00000000000003 3.9000000000000004 4.7000000000000011 1.9000000000000001 3.9000000000000008 -0.66666666666666619 3.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 -4 7 9 -9 -1 -8 -6 13 14 -2 20 17 18 -17 -18 21 22 -14 -22 -25 -21 -19 -23 29 -3 right_child=12 28 3 -5 11 -7 10 8 -10 -11 -12 -13 15 -15 -16 16 19 26 -20 25 23 27 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0013178075522065915 -0.018745938572901709 0.0023526993013568949 -0.028139578480847954 -0.012671593186572207 -0.00055451437729389674 -0.00454444209535449 0.016803821502510065 0.0096221544268728504 -0.0018977200073143153 -0.0161731167249697 -0.0097416946943431077 0.01603315375397556 -0.012405197974429445 -0.020195786563584315 0.013859900772796741 -0.0012235684720376648 -0.006862617581164623 -0.0012630712334014238 0.005991255326021544 0.031708661005799055 -0.022108796002582885 0.00031621539908182602 0.01122626042370784 0.0057579948418683526 -0.0080582444903040378 0.0085813528535579331 -0.0052928777382837307 0.0028433308677695739 8.2756818952723553e-05 0.013322978774499563 leaf_weight=867.94654219597578 7.0518080592155474 115.04432128369808 10.436269402503966 51.206301417201757 117.7941027469933 24.375621050596237 18.603394821286205 67.592456176877022 84.736156314611435 14.649140626192091 4.8963816203176966 8.9160178005695325 10.133649021387098 9.1091722100973112 7.9676890969276428 164.74055929481983 6.2231295853853252 1169.6383924894035 158.58420760929585 8.7403711527586001 7.3265535533428183 3992.7407645471394 50.38668005168438 20.831231005489826 41.019134972244501 8.1930343955755216 156.78919380158186 337.47105503082275 311.90489867702127 25.487501457333565 leaf_count=3057 21 455 31 200 380 72 73 359 445 75 52 27 29 29 24 499 25 3992 480 35 29 13164 152 70 187 29 650 1064 1221 91 internal_value=-1.72596e-05 -0.000560372 -0.00126019 -0.0045865 -0.00202333 -0.011618 -0.000591653 -0.000861057 0.00321397 -0.00156437 0.0112728 0.000612685 0.000134781 -0.0085263 -0.00144888 0.000168856 -0.000749539 -0.000944782 0.00231516 0.0131603 0.000513346 0.000606289 0.00726936 -0.00538586 -0.00340493 0.0205188 -0.00173941 0.000513164 0.00140582 0.00434232 internal_weight=7880.54 1723.59 1271.15 212.728 161.522 34.8119 1058.42 1034.92 152.329 882.596 23.4998 126.71 6156.95 24.1287 15.0195 6132.82 1672.91 1649.75 323.325 23.1565 4459.91 4390.73 60.5203 69.1769 61.8504 16.9334 1326.43 4330.21 452.437 140.532 internal_count=27017 6538 4771 710 510 103 4061 3936 804 3132 125 407 20479 74 45 20405 5710 5621 979 89 14695 14409 181 286 257 64 4642 14228 1767 546 is_linear=0 shrinkage=0.03 Tree=627 num_leaves=31 num_cat=0 split_feature=10 5 3 13 12 10 6 10 6 4 9 5 0 4 10 3 3 8 10 3 4 10 4 5 13 5 8 2 8 3 split_gain=0.708825 2.69498 3.96187 4.55011 2.83425 3.50025 3.47729 3.75075 3.04469 3.73232 5.98405 4.1037 3.27846 3.00345 2.62171 2.43701 3.92058 3.29018 2.39249 3.07465 3.69184 2.56086 2.30497 2.10637 4.53177 3.42394 2.07541 1.71775 1.67656 1.31294 threshold=-0.49999999999999994 1.4450000000000007 0.50000000000000011 4.7000000000000011 2.5000000000000004 -2.4999999999999991 3.1000000000000005 -2.1666666666666656 2.1000000000000005 1.8300000000000005 6.7000000000000002 0.99000000000000021 350.00000000000006 1.4950000000000008 -0.83333333333333315 3.7000000000000006 3.5000000000000004 5.5000000000000009 -0.33333333333333309 0.3000000000000001 1.3950000000000007 -0.33333333333333331 1.4150000000000007 2.2950000000000013 2.7000000000000006 2.2150000000000012 10.100000000000001 1.0000000180025095e-35 5.9000000000000012 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 22 23 5 -1 7 -7 9 11 -11 -6 13 -10 -14 16 18 -18 19 20 -2 -21 -3 25 -25 -4 27 -20 -17 -5 right_child=15 2 3 29 8 6 -8 -9 12 10 -12 -13 14 -15 -16 28 17 -19 26 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.020035839565541318 0.019771859260159921 -0.02378332478533093 -0.00017573971424557645 -0.0072714344987035127 0.016398997529799536 0.017493454199741496 -0.020069213310970929 0.0004005056053560949 0.017973209117587593 0.00098881381322907225 -0.030555650273056512 0.0045250440971136762 -0.017036221394668677 -0.0070382937219116469 0.0019917125779528051 -0.01974786281582832 0.0033278985528625207 0.03611982103053777 0.012855373748625802 -0.0005788078290890449 -0.0034612555858842321 -0.0034937827396817342 -0.0021056623337447206 3.5038989146946567e-05 0.016140234757050578 -0.0094655556790010174 -0.01641531826873981 9.8740779584021856e-05 -6.2977329011096515e-05 -0.022290895056899036 leaf_weight=7.5663309395313254 13.37608775496483 10.344694197177889 1173.9371009469032 11.346142783761026 28.712092772126198 11.713162943720816 7.3645848184823981 849.49074530601501 9.0631817579269427 135.23194096982479 5.6380763649940482 298.8764139264822 18.871178075671196 8.2582022547721845 9.9546878337860125 9.6573793888092059 6.3387100994586927 4.8690949827432632 9.5179765820503217 776.89644046127796 11.403365939855574 416.7446846216917 7.7007187083363524 54.676881641149521 22.072325266897678 36.827292427420616 6.8386114314198485 5079.0665040016174 6.5249765813350669 9.730391249060629 leaf_count=21 37 30 3518 34 89 34 23 2368 26 477 17 843 54 23 29 73 32 15 30 2332 33 1225 23 225 89 131 22 15105 29 30 internal_value=-9.72091e-06 0.000395668 -0.000571655 -0.000379135 0.0013184 0.000280471 0.000457452 0.000632985 0.00308552 0.00380978 -0.000273698 0.00556576 -0.00426669 0.00604864 -0.0104651 -0.00018344 -0.000153693 0.017574 -0.000185161 -0.0013794 0.00908011 -0.00159653 -0.0145326 -0.000152798 0.00466674 -0.000458304 0.000100406 0.000122602 -0.0118106 -0.0142055 internal_weight=9058.61 2717.38 1326.64 1308.59 1390.74 876.135 868.568 861.204 514.606 468.459 140.87 327.589 46.1472 17.3214 28.8259 6341.23 6325.05 11.2078 6313.84 1218.42 24.7795 1193.64 18.0454 1287.51 76.7492 1210.76 5095.42 5088.58 16.1824 21.0765 internal_count=27017 8084 4080 4027 4004 2446 2425 2402 1558 1426 494 932 132 49 83 18933 18831 47 18784 3627 70 3557 53 3963 314 3649 15157 15135 102 64 is_linear=0 shrinkage=0.03 Tree=628 num_leaves=31 num_cat=0 split_feature=4 4 6 9 3 0 12 6 7 13 2 9 5 11 3 9 6 8 10 12 12 12 8 0 6 5 5 8 9 5 split_gain=0.498171 3.36283 3.0436 3.4036 3.68438 3.65639 3.31718 2.79447 3.98355 5.22384 3.21258 2.75171 3.19862 2.67243 3.58406 2.59286 2.31041 2.56608 3.3801 2.34498 4.31929 2.6495 3.45732 2.20513 2.19887 3.41264 3.73979 2.16479 1.98995 1.84796 threshold=1.1050000000000006 1.1350000000000007 2.9000000000000004 3.3000000000000003 1.1000000000000003 475.00000000000006 0.70000000000000018 2.7000000000000006 1.7000000000000004 4.9000000000000012 1.1000000000000003 2.9000000000000004 1.0250000000000006 -1.1666666666666663 2.7000000000000006 2.5000000000000004 0.90000000000000013 3.5000000000000004 -1.0000000180025095e-35 3.3000000000000007 3.9000000000000008 1.3000000000000003 5.3000000000000016 575.00000000000011 2.5000000000000004 2.1450000000000009 1.8600000000000005 5.1000000000000005 3.5000000000000004 0.8300000000000004 decision_type=2 2 2 2 2 2 2 2 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 16 6 -4 -5 -6 -1 24 23 -10 -11 12 29 14 -13 -14 17 -2 -19 21 -21 -18 -23 28 -3 26 -26 -25 -9 -8 right_child=1 7 3 4 5 -7 11 8 9 10 -12 13 15 -15 -16 -17 19 18 -20 20 -22 22 -24 27 25 -27 -28 -29 -30 -31 leaf_value=-0.022297063979736558 0.0093977055987995075 2.9979386974615802e-05 -0.011717232893000598 0.025804864433705822 -0.0096121492723621575 0.015067262728684873 0.0041172167566554015 -0.023949725961010547 0.019456856381691798 -0.015165416317694493 0.0041121820318244032 -0.0070243111385213039 0.0014071861596380594 -0.00058366483174680068 0.017981629801983971 0.015168570902287419 0.018450202593786384 0.0070443809077975657 -0.017397018773893408 0.028496939261831302 -0.0043727584541723456 0.005064461177066948 -0.0072631013938728815 0.012887986787358894 0.004718788465447158 0.023730713612752689 -0.016086656160265705 -0.011279085588972016 -0.0083321132942558145 -0.0096957463775177947 leaf_weight=6.3990803509950629 9.6768196672201139 5717.8866574913263 6.7705429941415778 11.010592788457869 9.4062840715050715 12.694493383169172 18.413335114717484 8.2688291519880277 12.476954296231268 12.694627478718756 20.097340047359467 95.81768886744976 21.271152794361115 1092.0443799942732 5.4521163105964652 29.2905033826828 10.85849145054817 7.7297188639640817 14.92505969107151 9.738452196121214 5.7062876671552649 129.64649629592896 24.315324977040291 8.1419458687305433 88.807082131505013 7.6311047226190558 8.5217697918415052 5.6512969583272925 65.558296777307987 16.553163230419159 leaf_count=23 33 20962 22 33 32 41 70 28 40 46 71 348 66 3704 23 93 35 26 51 35 25 431 86 28 295 29 31 20 234 56 internal_value=2.97633e-05 0.000143137 -0.000497983 0.00766391 0.0116269 0.00456349 -0.000751252 1.07944e-05 -0.00429076 0.0029355 -0.00335068 -0.000643441 0.00455457 -0.001016 -0.00567805 0.00937919 0.00385062 -0.00353402 -0.00905771 0.0051751 0.0163527 0.00412769 0.00311756 -0.0080242 0.000108965 0.00441184 0.00289714 0.00298638 -0.0100813 -0.00242185 internal_weight=7493.46 6168.33 1325.12 39.8819 33.1114 22.1008 1285.24 5955.74 132.889 45.2689 32.792 1278.84 85.5282 1193.31 101.27 50.5617 212.597 32.3316 22.6548 180.265 15.4447 164.82 153.962 87.6204 5822.85 104.96 97.3289 13.7932 73.8271 34.9665 internal_count=27017 22506 4511 128 106 73 4383 21784 467 157 117 4360 285 4075 371 159 722 110 77 612 60 552 517 310 21317 355 326 48 262 126 is_linear=0 shrinkage=0.03 Tree=629 num_leaves=12 num_cat=0 split_feature=5 5 0 5 10 11 0 9 9 6 0 split_gain=0.716556 0.789585 2.50274 1.21505 2.91775 1.28489 1.86101 1.58944 0.750806 2.49795 0.972592 threshold=3.2350000000000008 2.9150000000000005 475.00000000000006 2.8350000000000004 -1.0000000180025095e-35 -2.8333333333333326 350.00000000000006 6.1000000000000005 9.5000000000000018 1.1000000000000003 875.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 6 -1 -8 10 -10 -7 right_child=-2 2 -4 4 -6 8 7 -9 9 -11 -12 leaf_value=-0.0031944498879750635 -0.010126287032519122 0.015067483999270211 -0.0066175699345409119 -0.023712678075606109 0.0044166624102628923 -6.4377108739484746e-06 0.024222520806456684 0.0033237401550703064 -0.0066687611734205657 0.0094641448122205814 -0.002630502438628527 leaf_weight=9.1703149080276507 6.3054372370243064 11.445420756936075 8.2374680787324888 6.3821123540401459 6.9140932187437993 7649.8737878613174 6.9775540679693204 6.1726883426308632 12.913147896528242 26.089095041155815 129.2711382098496 leaf_count=28 21 38 28 19 25 25785 22 21 42 77 911 internal_value=-1.7129e-05 -9.03306e-06 0.00599209 -2.40729e-05 -0.00908528 -8.70652e-06 0.00717886 0.0144127 -2.92268e-05 0.00412274 -5.00435e-05 internal_weight=7879.75 7873.45 19.6829 7853.76 13.2962 7840.47 22.3206 13.1502 7818.15 39.0022 7779.14 internal_count=27017 26996 66 26930 44 26886 71 43 26815 119 26696 is_linear=0 shrinkage=0.03 Tree=630 num_leaves=25 num_cat=0 split_feature=9 10 5 5 11 13 10 10 0 12 11 0 9 13 11 2 5 3 2 11 5 2 2 8 split_gain=0.703562 0.723309 2.9028 6.10166 2.92103 3.52158 3.31482 2.38403 1.77576 1.6506 1.36763 0.96432 3.08582 2.27751 3.18151 2.7376 1.10021 2.25676 2.77407 1.92363 1.45525 3.9275 1.10713 0.86832 threshold=10.500000000000002 1.5000000000000004 1.0650000000000006 1.1250000000000007 0.33333333333333326 3.7000000000000006 2.1666666666666674 1.8333333333333339 525.00000000000011 3.1000000000000005 -0.66666666666666619 725.00000000000011 2.3000000000000003 1.7000000000000004 -1.8333333333333328 1.3 0.76500000000000024 1.1000000000000003 1.5000000000000002 0.50000000000000022 0.79500000000000004 1.3 2.3000000000000003 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 8 7 6 -6 -5 -4 9 10 -3 16 -13 15 -15 -14 17 19 -19 -1 21 -18 -22 -10 right_child=-2 2 3 4 5 -7 -8 -9 23 -11 -12 12 13 14 -16 -17 20 18 -20 -21 22 -23 -24 -25 leaf_value=0.0028747546501655722 -0.00958780781948485 -0.017769578297787535 0.026281213327912743 -0.0054069573212703215 0.00050311686442933807 0.015637649916069061 0.0031108236678476062 0.006117129941229895 -0.005597288747131713 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-0.00334024 0.0153198 -0.00787739 -0.0111086 -0.00793703 5.82391e-05 0.00144948 0.00177589 0.00298274 -0.0022743 -1.41851e-05 0.00291476 -0.00821491 0.00451812 -5.54774e-05 -0.00595531 -2.79805e-05 0.00171416 internal_weight=9057.73 9050.83 437.396 385.829 364.559 140.795 223.764 21.2703 51.5664 38.572 30.584 8613.44 426.204 419.347 323.079 96.2686 8187.24 113.819 14.3322 99.4868 8073.42 37.4526 8035.96 12.9944 internal_count=27017 26986 1335 1179 1116 429 687 63 156 112 87 25651 1461 1438 1122 316 24190 336 42 294 23854 107 23747 44 is_linear=0 shrinkage=0.03 Tree=631 num_leaves=31 num_cat=0 split_feature=9 5 2 7 4 5 2 4 6 10 4 4 5 4 4 3 10 13 10 9 12 12 8 0 3 6 3 0 5 7 split_gain=0.497553 2.42364 1.91332 4.11005 3.19308 2.04793 1.65179 1.911 4.06713 5.8409 2.5195 2.35934 2.09122 2.01612 1.74063 1.48182 1.43977 1.33153 1.33009 2.56 1.32187 1.85807 2.49285 2.75436 1.91085 2.73898 2.50965 1.57393 0.614267 0.00112542 threshold=5.3000000000000016 2.225000000000001 1.1000000000000003 0.70000000000000007 1.3650000000000009 2.2850000000000006 3.5000000000000004 2.265000000000001 0.50000000000000011 1.0000000180025095e-35 2.2850000000000006 2.4450000000000007 0.89000000000000024 2.2350000000000008 2.225000000000001 0.50000000000000011 1.0000000180025095e-35 2.1000000000000005 -0.33333333333333331 4.7000000000000002 5.700000000000002 4.9000000000000012 5.3000000000000016 525.00000000000011 2.3000000000000003 1.3 2.1000000000000005 350.00000000000006 1.7650000000000006 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -4 -5 7 12 9 -9 -10 -12 15 14 -14 -2 -15 29 -6 -20 21 24 23 -23 26 -26 -1 -24 -22 -8 right_child=6 2 4 5 18 -7 17 8 10 -11 11 -13 13 16 -16 -17 -18 -19 19 -21 28 22 27 -25 25 -27 -28 -29 -30 -31 leaf_value=0.00011989096341727331 -0.020949569690752286 0.030683364572337609 -0.01916370147766798 0.016766845382179391 -0.0033883193143069085 -0.0066716479751683083 -0.022942516709471786 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82.829454600811005 114.18334656953812 138.96901129186153 13.84283136948943 4.4158580228686333 2.461730994284153 leaf_count=14564 33 26 25 19 31 32 20 38 19 35 152 156 10277 25 22 37 24 36 29 33 21 45 18 22 289 407 468 69 22 23 internal_value=2.92795e-05 0.000227377 0.00662568 0.0134903 0.00186229 0.00351717 -0.000272393 -0.000230202 0.00411798 0.018637 0.00126135 -0.000223274 -0.000363849 -0.000302124 -0.000253668 -0.010983 -0.0134194 -0.0121357 0.00625861 0.0110846 0.000152004 0.000174621 0.00704387 0.0153126 0.00012006 -0.00276797 0.000254581 -0.000673131 -0.0116147 -0.0225454 internal_weight=7493.22 4523.07 52.6617 21.5727 31.089 13.653 2970.14 2959.62 88.2553 14.5095 73.7457 68.813 2871.36 2854.77 2844.26 16.5938 10.5068 10.5256 25.7127 17.1388 4470.41 4461.84 35.1602 16.9733 4426.68 197.013 4229.66 18.1869 8.57596 5.39287 internal_count=27017 16120 195 77 118 51 10897 10818 400 73 327 308 10418 10348 10299 70 49 79 93 62 15925 15882 154 67 15728 696 15032 87 43 43 is_linear=0 shrinkage=0.03 Tree=632 num_leaves=21 num_cat=0 split_feature=4 8 11 4 11 6 0 0 12 6 2 5 8 8 10 7 11 13 5 5 split_gain=0.710695 1.26115 1.69854 0.98782 1.15497 2.69249 1.50604 1.61513 1.0638 0.982718 0.972462 1.80289 0.823727 0.904077 0.807664 0.803032 1.4616 0.814555 0.303943 0.243254 threshold=2.7150000000000003 8.5000000000000018 0.50000000000000022 2.5850000000000013 -0.66666666666666619 1.3 475.00000000000006 725.00000000000011 6.5000000000000009 0.90000000000000013 3.5000000000000004 1.2450000000000008 6.7000000000000002 7.3000000000000016 1.1666666666666672 3.5000000000000004 -1.0000000180025095e-35 2.3000000000000007 1.7950000000000002 1.6900000000000006 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 12 8 -5 6 -6 -8 10 -4 15 -12 -2 -14 -13 17 -17 -1 -3 -15 right_child=1 18 9 4 5 -7 7 -9 -10 -11 11 14 13 19 -16 16 -18 -19 -20 -21 leaf_value=-0.00044714217743760664 -0.022172842621463205 -0.0094496388806202224 -0.0028438450304283805 -0.0079681382948401103 0.00071848070044344507 -0.010712696500002571 0.040867756437593487 0.013739828305836329 0.012242171145259327 0.017318641722263547 0.012953235788950626 -0.022453731683059863 0.0091983673775386573 -0.021220281371104079 -0.0027381096125246342 0.0026957628015652547 -0.019442681902993735 0.00020779858581137896 -0.023674506732092232 -0.0053581372303771052 leaf_weight=2526.7940367534757 3.3326145447790676 2.3280184939503661 3.9924627989530546 3.8429349884390858 3.3179398328065863 4.0293412357568732 3.3077704682946187 4.9031286239624023 6.3644137382507315 4.7808660790324211 2.5772409699857226 5.5046886131167394 2.7417284771800041 1.863348286598921 2.8321968838572502 5.4465040862560272 5.2915890663862211 5281.0442398432642 3.2241464331746101 1.6323885135352609 leaf_count=8696 32 31 25 28 18 22 15 40 23 24 24 45 18 29 17 26 24 17847 21 12 internal_value=-1.69307e-05 -0.00518281 -0.00139109 -1.21621e-06 0.00675977 0.0103976 0.0177757 0.0246683 -1.7956e-05 0.00814334 -2.7922e-05 -0.00897663 -0.0101317 -0.00369828 -0.015756 -1.54303e-05 -0.00821377 -4.15514e-06 -0.01771 -0.0138132 internal_weight=7879.15 23.8956 18.3434 7855.26 19.4011 15.5582 11.5288 8.2109 7835.85 8.77333 7829.49 10.9141 9.57008 6.23747 8.33689 7818.58 10.7381 7807.84 5.55216 3.49574 internal_count=27017 192 140 26825 123 95 73 55 26702 49 26679 86 91 59 62 26593 50 26543 52 41 is_linear=0 shrinkage=0.03 Tree=633 num_leaves=31 num_cat=0 split_feature=13 3 10 5 5 4 3 7 5 5 0 7 8 7 8 10 11 6 5 4 4 4 0 9 9 8 2 9 10 13 split_gain=0.68983 2.9437 2.87008 2.61674 2.91466 3.62475 3.31985 2.92051 3.55126 2.98907 2.90132 2.61078 2.295 1.75981 2.29557 5.27494 2.48662 1.73051 2.25547 2.70478 2.86373 2.58241 1.44846 1.9488 6.79544 5.60973 3.58028 2.13931 1.53471 4.88403 threshold=1.7000000000000004 1.1000000000000003 1.5000000000000004 1.0950000000000004 2.1050000000000009 1.8900000000000006 2.5000000000000004 0.90000000000000013 1.9900000000000007 2.0250000000000008 875.00000000000011 0.70000000000000007 5.5000000000000009 1.3 3.9000000000000004 -0.83333333333333315 -1.0000000180025095e-35 0.3000000000000001 1.6900000000000006 1.2450000000000008 1.7750000000000004 2.2050000000000005 875.00000000000011 4.5000000000000009 4.3000000000000016 7.9000000000000012 1.1000000000000003 5.1000000000000005 2.1666666666666674 3.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 11 7 6 -6 9 -9 -5 -7 -3 -4 14 15 -1 -16 18 19 -2 -21 -22 28 24 25 -24 -25 -28 -19 -30 right_child=17 3 12 4 5 10 -8 8 -10 -11 -12 -13 -14 -15 16 -17 -18 22 -20 20 21 -23 23 26 -26 -27 27 -29 29 -31 leaf_value=0.013515334647150982 -0.015232398823631881 -0.0018411973190631528 0.0024108605936289562 -0.0012645261242958646 0.0033994072407034248 0.012652185188972567 -0.010229347130657429 -0.0081690995775552874 0.013854330500530202 -0.012450221961016006 -0.0077687895817939922 0.01723863686895416 0.024910749151325354 -0.012753635178086654 0.0063722459423118435 -0.0086735508838579282 -0.00013092877686490104 2.968174727582853e-05 0.019643293644275438 0.01623462681749668 -0.011662954685833483 0.016368376716352641 0.0062988344676920332 -0.013692312614407426 -0.024897126544744727 -0.020378334146797097 0.013177242364170453 0.0038440594268593581 -0.0089384650906878822 0.0073394964552360433 leaf_weight=12.286793947219847 6.2507327795028678 13.142364516854288 7.9414665997028377 395.85520897805691 39.720993280410767 35.444920524954796 27.034248195588589 124.27049574255943 6.9585298448801032 22.735532611608505 7.6050853282213202 12.683823958039282 8.3910863101482374 8.093269117176531 98.438989788293839 44.80379793047905 114.43389168381691 7762.5210432931781 8.791156664490698 13.899899229407312 9.60438723862171 4.2742146402597418 48.641490198671818 8.740334600210188 9.5834062099456769 8.3055768609046918 29.628837920725346 87.022086136043072 56.388601794838905 23.503560826182365 leaf_count=35 17 39 23 1218 145 107 135 366 21 84 22 39 29 26 293 128 337 22887 28 42 34 25 185 25 34 33 113 302 175 70 internal_value=-9.01256e-06 -0.000760725 0.00174837 -0.00183834 -0.00220511 0.00225726 -0.00211991 -0.00309629 -0.00700129 -0.00187207 0.00904468 0.00752934 0.0139705 0.00103047 0.0014437 -0.00389815 0.00287634 8.21777e-05 0.00609709 0.00259754 0.00660965 -0.0030301 5.01202e-05 0.00262503 -0.00152514 0.00240804 0.00482704 0.00621465 -1.28937e-05 -0.00414963 internal_weight=9057 979.84 294.389 685.451 659.625 109.805 66.7552 549.82 131.229 418.591 43.05 25.8262 16.3326 278.057 269.963 57.0906 212.873 8077.16 42.8204 34.0292 27.7785 13.8786 8034.33 191.922 66.5305 56.9471 125.391 116.651 7842.41 79.8922 internal_count=27017 3047 871 2176 2098 409 280 1689 387 1302 129 78 52 819 793 163 630 23970 146 118 101 59 23824 692 252 218 440 415 23132 245 is_linear=0 shrinkage=0.03 Tree=634 num_leaves=23 num_cat=0 split_feature=2 9 4 4 4 8 0 7 4 4 13 13 11 9 4 2 8 9 0 4 3 6 split_gain=0.497925 4.78993 3.41296 4.11416 3.44928 2.61584 2.57581 2.10851 1.2561 1.05667 2.25823 5.25283 3.99434 2.19103 1.00712 1.26998 0.913079 0.840185 0.797948 0.161136 0.00310022 0.000576266 threshold=2.9000000000000004 7.7000000000000002 2.5450000000000008 2.5050000000000012 2.725000000000001 7.9000000000000012 925.00000000000011 1.7000000000000004 3.015000000000001 2.6350000000000011 2.3000000000000007 1.9000000000000001 0.33333333333333326 4.9000000000000012 2.5750000000000006 2.3000000000000003 0.70000000000000007 10.500000000000002 575.00000000000011 2.225000000000001 1.9000000000000001 1.1000000000000003 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=9 2 3 5 20 6 -2 8 -6 14 11 12 -11 -12 16 -16 -1 18 -18 -3 21 -4 right_child=1 19 4 -5 7 -7 -8 -9 -10 10 13 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 leaf_value=-0.011290458215480441 0.0040169455558454002 -0.024909016857842792 -0.021780096935688123 0.035475645643463789 -0.015379556653611336 -0.017638332584756809 0.021487005448049476 0.014300407350617963 0.0069489075387985863 0.019432031054780145 0.0072324096652624584 0.039288706301708429 -0.019297201540874435 -0.018563450284424816 -0.023621990228294754 0.0018177100216689717 0.00012227048226075342 0.0096089115074619678 -0.00072770783163758146 -0.016353989956151144 -0.023286628857686682 -0.022388946613996551 leaf_weight=6.4578858911991111 83.460674606263638 4.0864769369363776 3.6727108657360095 4.0210486054420462 6.4296555519104022 4.57404951006174 8.3561988174915296 6.6718828342854968 3.502819649875164 5.0588108971714991 7.077060751616953 4.8845580220222464 4.5543709546327591 5.0981911569833755 3.658385068178176 3.4144463837146759 6124.696190059185 8.1721782237291318 1186.6230742111802 3.846753928810358 2.4172429591417313 2.2600303292274475 leaf_count=29 384 19 36 24 38 28 42 35 17 23 35 20 20 28 21 21 21430 27 4684 23 16 17 internal_value=2.87852e-05 0.00184594 0.0032765 0.00574411 -0.00665275 0.00450383 0.00560689 0.00125667 -0.00750513 -4.12727e-06 0.00595616 0.0139556 0.00108355 -0.00356919 -2.58071e-05 -0.0113408 -1.4883e-05 -4.93472e-06 -1.56805e-05 -0.0207608 -0.022381 -0.022012 internal_weight=7492.99 133.3 125.366 100.412 24.9543 96.3909 91.8169 16.6044 9.93248 7359.7 26.673 14.4977 9.61318 12.1753 7333.02 7.07283 7325.95 7319.49 7311.32 7.93323 8.34998 5.93274 internal_count=27017 679 637 478 159 454 426 90 55 26338 126 63 43 63 26212 42 26170 26141 26114 42 69 53 is_linear=0 shrinkage=0.03 Tree=635 num_leaves=31 num_cat=0 split_feature=3 5 9 4 8 10 4 5 7 7 10 8 10 13 0 2 6 12 10 10 9 8 2 9 8 5 8 8 6 4 split_gain=0.705132 2.79394 3.85672 4.7529 4.16555 3.601 3.58564 2.81134 2.33305 2.67865 5.81641 3.55345 2.75455 4.62752 2.48044 2.32085 2.86831 2.56037 2.11997 3.35479 3.27213 5.12433 3.16055 2.90697 2.61273 1.77381 1.73682 4.05676 3.04163 1.65454 threshold=1.7000000000000004 2.2150000000000012 6.1000000000000005 1.2450000000000008 5.7000000000000002 -0.66666666666666663 1.4850000000000005 2.1950000000000007 2.1000000000000005 2.3000000000000003 1.0000000180025095e-35 4.3000000000000016 -0.49999999999999994 4.5000000000000009 475.00000000000006 2.7000000000000006 0.50000000000000011 4.700000000000002 -0.83333333333333315 -1.0000000180025095e-35 5.1000000000000005 6.1000000000000005 2.1000000000000005 2.7000000000000006 7.5000000000000009 1.7400000000000007 5.5000000000000009 4.7000000000000002 1.3 2.6350000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 5 -5 -3 29 15 26 12 -12 13 -11 -13 18 -17 -18 20 23 24 -22 -21 -20 -2 -19 27 28 -10 -1 right_child=8 2 3 4 -6 -7 -8 -9 9 10 11 14 -14 -15 -16 16 17 25 19 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00022243205653125155 -0.0038303891458032497 0.031384184319240394 -0.013128828060151761 -0.0029854033943898903 -0.0069892184939170949 0.024484934508313488 0.0022136071727552314 -0.018260879500224408 0.0018243455312955724 -0.0085648924896895105 0.023139951413960112 0.013101241905366127 -0.014918002946895234 0.022087407456095963 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37 72 20 39 34 28 75 29 3319 570 174 419 1577 28 144 64 43 56 152 internal_value=-1.70154e-05 -0.000203351 0.00623289 0.00173685 0.00820537 0.0161652 0.0190916 -0.000274313 0.000415259 -0.00352589 0.000248984 0.0100794 -0.00706218 0.000492913 0.00219709 0.000639754 -0.00498847 -0.00715847 0.000805041 0.00125221 -0.00115106 0.000957595 0.000390255 0.00322521 -0.00459209 -0.00502739 -0.00851929 -0.00521522 -0.0115707 -0.00024848 internal_weight=7878.76 5505.55 60.0389 44.4848 30.997 20.3411 15.5541 5445.51 2373.21 127.897 72.8352 31.0655 41.7697 21.2924 19.3734 2245.32 64.0584 57.3563 2181.26 1775.39 405.863 251.652 1235.59 539.802 154.211 51.5312 55.0616 39.7687 27.6179 5437.7 internal_count=27017 19685 183 134 96 60 49 19502 7332 462 266 112 154 82 76 6870 281 247 6589 5344 1245 744 3738 1606 501 219 196 132 89 19478 is_linear=0 shrinkage=0.03 Tree=636 num_leaves=15 num_cat=0 split_feature=13 13 9 11 0 5 11 0 11 7 10 6 9 10 split_gain=0.687021 0.736655 0.715578 1.63495 4.99348 5.09347 3.21542 2.71354 3.20531 2.88933 1.33854 1.14424 2.25626 1.30476 threshold=6.1000000000000005 5.9000000000000012 6.3000000000000016 0.83333333333333337 475.00000000000006 1.9900000000000007 1.5000000000000004 525.00000000000011 -2.1666666666666656 0.50000000000000011 -3.1666666666666661 2.3000000000000003 4.7000000000000002 -1.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 7 6 -6 -5 9 -9 -4 -1 13 -13 -12 right_child=-2 -3 3 4 5 -7 -8 8 -10 -11 11 12 -14 -15 leaf_value=-0.01227746997144381 0.0084359620567828943 -0.0098590613910751607 -0.0073941798355473872 -0.0015353958743151163 -0.010554310698845947 -0.00016245185870825474 0.0079341620618700037 -0.014604042353519985 0.0024284310082557121 -0.00056701403952058116 0.0019355433593283324 0.00046945255522340662 -0.0033839097318605384 0.00013115846197211966 leaf_weight=7.8396046608686438 8.6616742312908155 6.8393272757530204 60.00730998441577 98.840159833431244 96.324239566922188 75.895862609148026 47.916462540626526 10.212973505258558 377.45413421094418 793.88424625620246 381.75420927256346 319.32015925645828 239.20406569167972 6531.5837084166706 leaf_count=23 25 20 242 317 295 293 168 39 1221 2495 1120 936 766 19057 internal_value=-8.99984e-06 -1.70851e-05 -9.63917e-06 -0.000593979 -0.00250974 -0.00597471 0.00155644 -0.00010179 0.00197972 -0.00104679 0.000112275 0.000125275 -0.00118086 0.000230797 internal_weight=9055.74 9047.08 9040.24 1560.54 318.977 172.22 146.757 1241.56 387.667 853.892 7479.7 7471.86 558.524 6913.34 internal_count=27017 26992 26972 5070 1073 588 485 3997 1260 2737 21902 21879 1702 20177 is_linear=0 shrinkage=0.03 Tree=637 num_leaves=31 num_cat=0 split_feature=11 4 13 6 11 13 13 2 12 6 4 7 6 11 8 6 10 6 8 5 11 9 6 12 7 7 7 5 5 9 split_gain=0.49625 0.53166 3.0947 3.46459 5.15824 2.86004 3.45181 3.9457 3.66981 2.93055 2.84493 4.28605 5.25792 5.26881 5.12322 3.00436 3.93978 3.35542 2.80251 2.74357 2.46059 2.54999 2.13995 4.17287 2.76766 2.04504 1.88666 2.89483 1.52029 1.41389 threshold=3.1666666666666674 1.2550000000000006 1.5000000000000002 0.70000000000000007 1.0000000180025095e-35 2.1000000000000005 4.1000000000000005 1.1000000000000003 3.5000000000000004 1.7000000000000004 1.3550000000000006 1.5000000000000002 0.90000000000000013 -1.0000000180025095e-35 6.7000000000000002 2.1000000000000005 1.0000000180025095e-35 0.50000000000000011 4.1000000000000005 1.9900000000000007 0.33333333333333326 5.7000000000000002 2.7000000000000006 2.7000000000000006 1.7000000000000004 1.5000000000000002 1.9000000000000001 1.9750000000000003 1.2850000000000008 3.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 19 9 8 -8 -7 18 11 12 13 -3 -14 17 -17 -13 -4 -1 21 -5 26 25 -25 -24 29 -28 -6 -12 right_child=-2 10 5 20 28 6 7 -9 -10 -11 22 15 14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=-0.012075982647320295 -0.0067818916267754119 -0.0013047596883019388 0.0047110747007070644 0.0017456750035642972 -0.0020555807076226605 -0.0013432315932099819 0.0053589608524501516 -0.0036856364160884154 0.0044933376208240363 0.021938079301107392 0.0022479265220773452 -0.010445462702005654 -0.0020340185969828662 0.011603074385006256 0.012839147596263988 -0.008951514242201539 0.0077689254154254339 0.0065729233271448612 -0.00043409873509960315 0.0091367020001602902 -0.018851454423122135 -0.017299445949618998 -0.017732944072779575 -0.0028891963218708634 0.0154731059170187 -0.0044605047700836536 -0.0019019058778425803 0.0077570477268623789 0.012500046513024939 7.8399784647377338e-05 leaf_weight=30.606383889913559 9.6160192266106588 51.03107213973999 175.39753977954388 17.247051432728771 9.1199328899383563 1644.4573944583535 163.95929703861475 59.041620865464211 103.02951065450907 6.6940092816948882 296.2582119256258 10.876169353723524 420.48863508552313 64.349871426820755 21.93100917339325 30.536025658249855 21.692904353141785 252.38560844957829 208.57970941066742 6.6861642748117438 21.305085733532906 9.9933726340532285 22.125052601099014 25.179953768849373 10.454931661486624 19.79723247885704 636.90423377230763 29.206384509801865 22.126833334565163 3091.5625798664987 leaf_count=104 45 173 590 58 30 5592 547 203 391 25 1093 39 1446 209 79 104 71 852 714 25 75 38 77 93 36 70 2534 106 74 11524 internal_value=2.88593e-05 3.76114e-05 -0.000321741 -0.00508244 -0.000739327 -8.56676e-05 -0.000550572 0.00296432 -0.000999115 0.00225924 0.000215554 0.0017713 0.00019069 0.00589415 -0.00129675 0.00456588 -0.0020068 0.00586984 0.00191617 -0.00827277 -0.0112143 -0.00524118 -0.000113291 -0.00504953 0.00249813 -0.0114652 -1.88538e-05 -0.0014784 0.00825172 0.000268121 internal_weight=7492.64 7483.02 2478.24 117.085 68.5393 2361.16 1970.49 223.001 1747.49 390.671 5004.78 873.291 557.801 115.381 442.42 315.491 52.2289 263.262 383.977 37.2925 48.5455 27.2404 4131.49 77.5572 35.6349 41.9223 4053.93 666.111 31.2468 3387.82 internal_count=27017 26972 8466 404 233 8062 6733 750 5983 1329 18506 2973 1907 382 1525 1066 175 891 1304 129 171 96 15533 276 129 147 15257 2640 104 12617 is_linear=0 shrinkage=0.03 Tree=638 num_leaves=31 num_cat=0 split_feature=11 9 9 12 7 5 5 5 0 4 3 8 0 13 11 10 9 13 8 2 11 11 10 13 4 13 4 0 10 8 split_gain=0.701102 1.64416 1.83675 2.01425 1.78855 1.99 2.03724 1.58817 2.80041 1.39693 0.862059 1.91397 2.20033 3.03398 4.42512 1.94309 2.00285 1.56331 1.49417 1.04705 2.88353 1.88235 2.16373 1.63284 3.51913 3.23419 1.5466 2.9494 4.67271 3.44088 threshold=2.1666666666666674 5.1000000000000005 6.9000000000000012 5.1000000000000005 0.50000000000000011 1.5750000000000008 1.9650000000000005 1.4750000000000008 475.00000000000006 1.5550000000000008 2.7000000000000006 6.7000000000000002 350.00000000000006 2.3000000000000007 -1.0000000180025095e-35 1.8333333333333339 9.3000000000000025 4.1000000000000005 7.3000000000000016 2.9000000000000004 0.83333333333333337 0.50000000000000022 -0.33333333333333309 2.3000000000000007 1.9750000000000003 2.9000000000000008 2.475000000000001 525.00000000000011 0.50000000000000022 5.9000000000000012 decision_type=2 2 2 2 2 2 2 2 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 7 4 9 -3 -6 -7 8 -2 -4 19 15 18 14 -14 16 17 -12 -13 26 21 22 -21 24 -22 -25 -1 28 -28 -29 right_child=1 2 3 -5 5 6 -8 -9 -10 -11 11 12 13 -15 -16 -17 -18 -19 -20 20 23 -23 -24 25 -26 -27 27 29 -30 -31 leaf_value=-4.2400866260229985e-05 0.01820738768644535 0.01790291419912584 -0.0047700939446689867 0.0076567996653705249 -0.014344843755382619 0.013213265895813075 -0.0016241398833048448 -0.009784397327097575 -0.011358794103579954 -0.022073771738444249 0.0018519112992722464 -0.025868191357663991 0.010695131856689306 0.011931573547734728 -0.020805293203651754 0.015867588977910164 -0.013750839835751084 0.014706687229865071 -0.0046347287106419978 -0.012476518087453764 0.038655653667847518 -0.01789880877388178 -0.00017851723215622979 -0.013406539162947895 0.0021321215650093855 0.018000588421614415 0.023861338070462972 0.026604967433341887 -0.0065582382725684557 -0.0087569961684932189 leaf_weight=7276.7265080995858 5.6126480251550657 7.0672104358673087 10.830667495727544 6.8752693235874167 6.0355115085840216 13.895390048623083 20.788726031780243 35.652824088931084 5.9287921190261841 6.8575232625007621 285.57068215310574 6.1059736013412458 6.6859508305788067 11.253928631544111 10.041643835604193 9.1734434664249402 7.2267688363790503 8.7761821001768094 5.8309314399957657 19.078704008832574 3.6164286360144633 10.626497834920881 39.603644581511617 7.6958340648561698 6.91257294267416 4.7860371507704258 13.693422224372627 2.9682926461100605 6.8023050390183917 14.947440542280672 leaf_count=24671 19 22 31 22 20 43 64 119 25 21 850 21 22 34 34 28 22 26 19 145 15 81 283 47 44 27 71 19 40 132 internal_value=-1.7103e-05 -0.00229706 0.000544472 -0.0061226 0.00397149 0.00155358 0.00432012 -0.00665322 0.00301936 -0.0114785 1.80287e-05 0.00147148 -0.00471237 -0.000112043 -0.0082147 0.00226585 0.0018521 0.00223519 -0.0154961 -5.07768e-05 -0.00322571 -0.00628069 -0.00417682 0.00597591 0.014677 -0.00136382 -1.0708e-05 0.00599323 0.0137654 -0.0028982 internal_weight=7877.67 119.545 72.3503 24.5635 47.7868 40.7196 34.6841 47.1943 11.5414 17.6882 7758.12 350.666 39.9184 27.9815 16.7276 310.747 301.574 294.347 11.9369 7407.46 92.3197 69.3088 58.6823 23.0109 10.529 12.4819 7315.14 38.4115 20.4957 17.9157 internal_count=27017 386 223 74 149 127 107 163 44 52 26631 1056 130 90 56 926 898 876 40 25575 642 509 428 133 59 74 24933 262 111 151 is_linear=0 shrinkage=0.03 Tree=639 num_leaves=19 num_cat=0 split_feature=9 12 10 2 4 3 6 6 11 7 10 8 5 4 5 5 0 5 split_gain=0.686997 0.693602 2.96602 2.94977 3.10433 2.94138 2.49391 4.19858 4.64477 2.3461 2.11228 1.86468 1.84439 3.11306 2.66227 1.48901 0.753228 0.271014 threshold=10.500000000000002 2.5000000000000004 -2.4999999999999991 0.50000000000000011 1.2150000000000005 2.7000000000000006 3.3000000000000003 2.9000000000000004 -0.33333333333333331 1.1000000000000003 -2.1666666666666656 3.7000000000000006 1.9250000000000003 1.5350000000000008 1.8750000000000002 1.2350000000000008 350.00000000000006 1.9000000000000004 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 5 11 7 9 -9 -5 15 -3 14 -14 -12 -4 -6 -18 right_child=-2 3 10 6 16 -7 -8 8 -10 -11 12 -13 13 -15 -16 -17 17 -19 leaf_value=-0.016215786623219902 -0.0095015362815849876 -0.0090749077493521568 0.020979594026245527 -0.0004910175174036302 -0.0091517524136998235 -0.019138819133874406 0.014908805264271682 0.004510674454531083 -0.018410025403533089 0.00088170601005715357 -0.00024879264852890469 0.0099791242194628201 -0.0059579246511129239 0.0050864166464896915 0.0070055103779090135 0.0019683564175221107 -0.028128377635766234 -0.018171564803069803 leaf_weight=10.489369034767149 6.856352522969245 6.8463207185268464 7.0968207791447622 1813.552848983556 4.960563860833644 6.616028629243373 10.513254754245279 12.444538369774817 22.066037312150002 2932.2613205015659 4003.3198694437742 14.230544403195379 110.89426685869694 28.969921261072159 46.054448306560516 7.7644738852977753 5.2678340375423414 4.6164307221770287 leaf_count=29 31 27 21 5865 21 39 33 41 78 8774 11329 53 390 84 139 22 19 22 internal_value=-8.88346e-06 -1.69013e-06 -0.000282977 0.000243585 -0.0076216 -0.00168795 0.00031342 0.00028132 -0.0101448 0.000357137 -0.000243224 0.00378987 -0.000283275 -0.00367032 -0.000166288 0.0110469 -0.0186908 -0.0234781 internal_weight=9054.82 9047.96 4214.59 4833.38 42.5377 27.6929 4790.84 4780.32 34.5106 4745.81 4204.1 21.0769 4189.24 139.864 4049.37 14.8613 14.8448 9.88426 internal_count=27017 26986 12014 14972 181 119 14791 14758 119 14639 11985 80 11942 474 11468 43 62 41 is_linear=0 shrinkage=0.03 Tree=640 num_leaves=31 num_cat=0 split_feature=4 4 9 5 3 4 9 10 10 9 0 8 5 10 12 10 4 9 12 4 3 9 4 8 8 12 10 10 5 11 split_gain=0.489583 2.47536 3.32894 2.46314 2.33131 2.75213 2.87286 2.3279 2.98298 2.43272 2.26146 2.10512 3.75308 2.98052 3.5526 2.89137 3.47301 2.70279 2.68016 2.57132 2.56979 2.03154 3.16477 2.60078 1.82542 1.80018 1.798 1.58334 3.03909 2.91381 threshold=1.8050000000000004 1.7750000000000004 7.9000000000000012 1.0550000000000006 0.70000000000000007 2.1050000000000009 6.7000000000000002 -0.33333333333333309 -0.83333333333333315 3.5000000000000004 925.00000000000011 8.3000000000000025 1.7800000000000005 -1.1666666666666663 3.3000000000000007 1.1666666666666672 2.3850000000000011 3.3000000000000003 4.1000000000000005 1.8300000000000005 1.7000000000000004 4.7000000000000002 2.4550000000000005 5.5000000000000009 7.5000000000000009 4.3000000000000016 -2.8333333333333326 2.1666666666666674 1.6600000000000006 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 26 3 -3 5 6 7 8 -2 -9 -7 13 15 21 17 18 -17 -15 -13 -16 -14 22 -6 -23 -5 -22 -1 -28 29 -29 right_child=4 2 -4 24 11 10 -8 9 -10 -11 -12 12 20 14 19 16 -18 -19 -20 -21 25 23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.014324598312663641 -0.0050202862446810381 -0.020949128201542936 0.015874392130458659 -0.005327573125509793 -0.0017274530318323413 -0.014163507475479033 0.019618052802213754 0.006158874884318986 0.012946063069048714 -0.010175094125102662 0.01156823252599145 -0.018091451116524254 0.01701519439132335 0.010182063275406271 0.0070162771745907165 -0.011625689583414724 0.026362285566886193 0.0020028120667249338 0.0031506248771843324 -0.0015757714708130664 -0.013138580607425197 0.0017397625075281766 0.023428506538796814 0.011704169762492601 0.012348388497554224 0.005736128307709849 -1.7979314044185701e-05 -0.0091199953532606487 0.017117901637407056 0.0095476033897894906 leaf_weight=7.8710965663194647 16.783471755683422 8.7459651455283147 6.8540717214345923 95.365776695311069 49.395378917455673 26.862979721277956 5.8327749222517005 10.59791202098131 16.487669318914413 36.365905836224556 3.4711226001381865 26.34221600741148 9.6248602196574229 40.947086676955223 33.653763271868229 4.7699192091822606 3.9676964320242405 324.60053379833698 6.7067903876304618 457.46653524786234 7.7423657625913647 38.851161874830723 4.9521773159503928 59.954333588480949 5.5650581344962111 11.021813251078127 6127.2615271508694 14.947020515799524 14.193790853023527 15.155851081013678 leaf_count=31 78 43 23 371 204 174 22 48 73 164 23 148 39 160 127 24 21 1249 42 1933 36 143 24 240 24 50 21354 53 45 51 internal_value=2.86286e-05 -7.70853e-05 -0.00440883 -0.0056764 0.00058494 -0.00344887 -0.000710313 -0.00218811 0.00388302 -0.00648915 -0.011219 0.0010197 -0.00400462 0.00136886 0.000679728 -0.00972307 0.00562441 0.00291902 -0.0137807 -0.000987006 0.00441254 0.00522354 0.000564771 0.00778608 -0.00435297 -0.00205184 4.6022e-06 2.28774e-05 0.00567431 0.000278555 internal_weight=7492.36 6295.96 116.531 109.677 1196.4 116.402 86.0677 80.235 33.2711 46.9638 30.3341 1080 70.1757 1009.82 856.668 41.7866 8.73762 365.548 33.049 491.12 28.389 153.153 54.3476 98.8055 100.931 18.7642 6179.43 6171.56 44.2967 30.1029 internal_count=27017 21995 461 438 5022 582 385 363 151 212 197 4440 360 4080 3469 235 45 1409 190 2060 125 611 228 383 395 86 21534 21503 149 104 is_linear=0 shrinkage=0.03 Tree=641 num_leaves=31 num_cat=0 split_feature=8 12 10 4 5 13 10 10 4 4 11 11 2 6 2 4 5 9 7 10 13 9 4 9 5 5 7 5 8 5 split_gain=0.690774 1.83489 4.7308 2.78404 4.32938 2.40971 2.20541 3.83913 3.78048 4.45203 2.90306 2.88557 2.07147 2.06518 2.0626 3.91126 3.99051 5.99786 3.70856 2.67798 6.2617 4.75153 5.5238 3.94291 3.92023 1.93921 5.26154 2.13198 1.59129 1.47067 threshold=4.7000000000000002 4.1000000000000005 0.50000000000000022 1.8550000000000004 1.7250000000000003 2.3000000000000007 -0.49999999999999994 -0.83333333333333315 1.4850000000000005 1.1650000000000007 -0.66666666666666663 1.0000000180025095e-35 1.7000000000000004 1.5000000000000002 1.7000000000000004 1.7650000000000006 1.4550000000000007 5.1000000000000005 1.1000000000000003 -1.0000000180025095e-35 4.3000000000000016 6.3000000000000016 1.7000000000000004 5.3000000000000016 1.6250000000000002 0.87000000000000033 1.9000000000000001 0.99000000000000021 4.1000000000000005 0.91000000000000036 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 6 4 5 -4 7 11 9 -8 -9 -3 -10 -6 15 25 17 -17 -18 20 23 24 -23 -16 -21 26 -1 -27 -5 -2 right_child=29 2 3 28 13 -7 8 10 12 -11 -12 -13 -14 -15 19 16 18 -19 -20 21 -22 22 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.008553426785106389 -0.0033815117887042554 -0.01078623146810161 0.011332313713451151 -0.014997975799719055 0.0010587126789832521 0.03302691230875477 -0.0098797262094067785 0.033290156584852355 -0.022444127051710089 0.0098913697832040161 0.0076678516979450835 0.0058876436093448486 -0.0063833628796022002 0.012388422152714618 -0.0019825397979802628 0.0057154509467551304 -0.0089132671576575787 0.03255323916793789 0.0081961836938899829 0.00022604732973494589 0.022843712896956261 0.0022021076846489383 0.023888079715709581 -0.011165441004406973 -0.009077134279259819 -0.003622710358592158 -0.007225947614488944 0.00024396019585386119 0.0053231058952686889 -0.00018786839640892448 leaf_weight=71.711196526885033 134.32366704568267 16.933002680540085 8.5158222317695635 6.4773333445191366 30.564306765794754 10.0412121117115 16.094969540834427 5.4692875444889095 9.094402611255644 28.227592051029205 14.613719575107096 20.834689602255821 35.20796400308609 27.515034541487694 102.72720459103584 22.063979439437389 19.114090412855148 11.349760577082632 28.258590564131737 191.1316429041326 7.1800335049629203 38.570204198360443 14.562358446419237 71.283674009144306 51.817118428647518 134.31255143880844 25.882855981588364 2884.5750649645925 7.4652489274740219 3830.8525755610317 leaf_count=262 635 56 28 26 88 30 49 17 27 85 50 69 123 84 420 93 60 38 97 752 27 117 51 245 162 487 105 8741 31 13962 internal_value=-1.70194e-05 0.000265839 0.00282399 0.0082133 0.0104567 0.0230713 -0.000508701 0.00404754 -0.00348283 0.00271184 0.0146457 -0.00158803 -0.00968032 0.00642615 0.000100806 0.000375419 0.0068925 0.0148315 0.0012928 -0.00173884 -0.00461147 1.91041e-05 0.00814571 -0.00574432 -0.00175817 0.000206481 0.00436859 7.19292e-05 -0.0041175 -0.000296056 internal_weight=7876.77 3911.59 237.055 90.579 76.6364 18.557 146.476 57.8507 88.6249 44.3226 20.083 37.7677 44.3024 58.0793 3674.54 3197.27 80.7864 33.4137 47.3727 477.272 181.191 296.081 53.1326 174.011 242.949 3116.48 97.5941 3018.89 13.9426 3965.18 internal_count=27017 12420 763 287 230 58 476 192 284 134 67 125 150 172 11657 9883 288 131 157 1774 692 1082 168 665 914 9595 367 9228 57 14597 is_linear=0 shrinkage=0.03 Tree=642 num_leaves=25 num_cat=0 split_feature=9 10 5 5 11 13 4 10 0 12 11 0 9 10 12 8 5 3 2 11 5 2 7 8 split_gain=0.661469 0.681242 2.83629 5.83921 2.8576 3.34648 3.2194 2.28565 1.69964 1.57543 1.31247 0.890675 2.94726 2.23576 3.1171 2.35907 1.04847 2.15174 2.66371 1.85154 1.40924 3.77007 1.05419 0.829171 threshold=10.500000000000002 1.5000000000000004 1.0650000000000006 1.1250000000000007 0.33333333333333326 3.7000000000000006 1.8900000000000006 1.8333333333333339 525.00000000000011 3.1000000000000005 -0.66666666666666619 725.00000000000011 2.3000000000000003 -1.1666666666666663 3.7000000000000006 7.1000000000000005 0.76500000000000024 1.1000000000000003 1.5000000000000002 0.50000000000000022 0.79500000000000004 1.3 2.9000000000000004 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 8 7 6 -6 -5 -4 9 10 -3 16 -13 14 -14 -15 17 19 -19 -1 21 -18 -22 -10 right_child=-2 2 3 4 5 -7 -8 -9 23 -11 -12 12 13 15 -16 -17 20 18 -20 -21 22 -23 -24 -25 leaf_value=0.0028045344651092671 -0.0093430783715466436 -0.01745510825233108 0.025737740742841034 -0.0055924322985246395 0.00055221497914714258 0.015303519817122087 0.0023173442246789862 0.0059873650813628311 -0.0054932336460616158 -0.022753167280045186 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-0.00776543 -0.0109212 -0.00781692 5.6698e-05 0.00139496 0.00171553 -0.0026659 0.00281272 -1.28733e-05 0.00284848 -0.00803053 0.00441474 -5.31677e-05 -0.00586379 -2.61221e-05 0.00163531 internal_weight=9053.59 9046.76 437.006 385.443 364.192 140.687 223.505 21.2517 51.5623 38.6034 30.5803 8609.75 425.471 418.572 83.8266 334.745 8184.28 113.653 14.3034 99.3495 8070.63 37.3908 8033.24 12.9589 internal_count=27017 26986 1335 1179 1116 429 687 63 156 112 87 25651 1461 1438 285 1153 24190 336 42 294 23854 107 23747 44 is_linear=0 shrinkage=0.03 Tree=643 num_leaves=15 num_cat=0 split_feature=2 4 11 4 5 7 11 11 4 4 2 8 4 6 split_gain=0.491438 0.956962 1.55592 0.841531 0.673774 0.663233 4.57144 1.1369 0.756834 3.20095 2.17522 6.10981 1.59192 0.906257 threshold=3.9000000000000004 2.8450000000000011 0.33333333333333326 2.515000000000001 1.7950000000000002 1.0000000180025095e-35 -0.66666666666666663 1.0000000180025095e-35 2.5450000000000008 2.5250000000000008 2.9000000000000004 6.7000000000000002 2.725000000000001 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -3 -2 -5 6 -1 -8 9 13 11 -10 -12 -7 right_child=3 2 -4 4 -6 8 7 -9 10 -11 12 -13 -14 -15 leaf_value=0.012346889079952628 0.0056743565663071862 0.016342580467500464 -0.0015226150038757109 -0.023008948084753636 -0.0023147100240321281 -0.0079776166983706234 -0.024731622325674038 -0.0080100839929604494 0.021197682165637326 0.021053639241706459 -0.022489373313130927 -0.0086449304527870842 -0.0010246728612496243 5.4559263533620758e-05 leaf_weight=8.6835340559482592 3.0486969053745252 8.4149102568626422 9.1671563908457738 3.1925618648529053 2.5445617884397507 12.664037510752676 6.2800446450710288 8.7693631276488286 8.9537833034992236 6.5303320288658133 7.9859876707196218 19.891126304864883 5.0927443206310272 7380.7536025159061 leaf_count=30 24 34 37 27 18 67 29 39 41 32 62 120 30 26427 internal_value=2.8743e-05 3.70684e-05 0.0070278 -0.00706229 -0.0138305 2.06047e-05 -0.0049865 -0.0149879 3.65729e-05 5.93446e-05 -0.00398287 0.000618551 -0.0141312 4.08011e-05 internal_weight=7491.97 7483.19 17.5821 8.78582 5.73712 7465.6 23.7329 15.0494 7441.87 7399.95 41.9236 28.8449 13.0787 7393.42 internal_count=27017 26948 71 69 45 26877 98 68 26779 26526 253 161 92 26494 is_linear=0 shrinkage=0.03 Tree=644 num_leaves=13 num_cat=0 split_feature=5 5 9 0 5 10 11 10 9 9 6 9 split_gain=0.690778 0.773001 2.46063 1.42448 1.17988 2.77241 1.21161 1.80558 2.18239 0.72227 2.40592 0.885494 threshold=3.2350000000000008 2.9150000000000005 8.5000000000000018 475.00000000000006 2.8350000000000004 -1.0000000180025095e-35 -2.8333333333333326 1.0000000180025095e-35 6.1000000000000005 9.5000000000000018 1.1000000000000003 9.3000000000000025 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 -6 7 8 -1 11 -11 -8 right_child=-2 2 -4 -5 5 -7 9 -9 -10 10 -12 -13 leaf_value=0.027049211386607458 -0.0099359336364938638 0.022940209474380451 -0.0093075759046195739 0.0032247055428673219 -0.023236992690383044 0.0042295742019983918 -3.6418075693009365e-05 -0.0035439737388979426 0.002781084996977459 -0.0065540109908142422 0.0092926069828432427 -0.0081250041321216764 leaf_weight=6.1591125726699847 6.3139701336622229 6.776469901204111 6.4122537672519675 6.4258315712213516 6.3668109178543091 6.8830532878637296 7763.3211939316243 8.8503191024065 7.2735793218016624 12.88967753946781 26.048791855573654 12.20014677941799 leaf_count=19 21 24 19 23 19 25 26661 28 24 42 77 35 internal_value=-1.6999e-05 -9.04082e-06 0.00593909 0.0133443 -2.39032e-05 -0.00896863 -8.78006e-06 0.00697672 0.0139084 -2.86993e-05 0.00404695 -4.91094e-05 internal_weight=7875.92 7869.61 19.6146 13.2023 7849.99 13.2499 7836.74 22.283 13.4327 7814.46 38.9385 7775.52 internal_count=27017 26996 66 47 26930 44 26886 71 43 26815 119 26696 is_linear=0 shrinkage=0.03 Tree=645 num_leaves=31 num_cat=0 split_feature=10 12 12 5 5 8 12 8 10 10 6 10 8 2 11 8 4 6 11 5 5 4 3 3 8 10 3 4 10 8 split_gain=0.651638 2.61497 3.0744 3.79821 4.19141 4.0522 3.78193 3.37579 4.76757 3.69035 3.61364 3.24146 3.22144 2.59711 3.45255 2.83433 4.00023 4.64967 3.79373 2.78244 2.56718 2.33817 2.32889 3.75086 3.10218 2.29793 2.93996 3.54941 2.45533 1.99428 threshold=-0.49999999999999994 3.5000000000000004 2.5000000000000004 1.0150000000000008 1.1250000000000007 8.3000000000000025 2.7000000000000006 6.9000000000000012 -1.1666666666666663 -2.4999999999999991 0.90000000000000013 -1.8333333333333328 6.3000000000000016 3.1000000000000005 0.83333333333333337 4.5000000000000009 2.0650000000000008 0.90000000000000013 -1.8333333333333328 1.1650000000000007 0.93000000000000027 2.4150000000000009 3.7000000000000006 3.5000000000000004 5.5000000000000009 -0.33333333333333309 0.3000000000000001 1.3950000000000007 -0.33333333333333331 10.100000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 11 6 -6 -5 9 10 -1 -9 -4 -11 15 -15 16 17 -3 -17 -20 -10 -16 23 25 -25 26 27 -2 -28 -27 right_child=22 13 3 4 5 -7 -8 8 20 12 -12 -13 -14 14 21 18 -18 -19 19 -21 -22 -23 -24 24 -26 29 28 -29 -30 -31 leaf_value=-0.018409462184618638 0.019373440819072413 0.013835765255782189 0.028888898367832674 0.0051708620621116709 0.0019251168015433297 0.01740137662615119 -0.011598185577723099 -0.013802731552800927 0.0055859740256689648 4.488368184110888e-05 0.0090064332789781057 0.0070652541160799364 0.0065582644631014785 0.013182348587565692 -0.019819516283086924 -0.020404985088247181 -0.02038054578346225 -0.00034206727405766414 0.010349763333418503 -0.0037620847265640838 -0.012587474651178251 0.0072960182067935584 -0.011622472965348702 0.0033296732656730344 0.035146008060740579 0.00012449045359999147 -0.00056370759722340169 -0.0034157855035110525 -0.0034192807818027109 -0.016094508350247731 leaf_weight=9.4167768955230695 13.363149136304857 26.66506390273571 7.3300153315067282 17.733038619160652 832.78441987931728 15.510148249566553 38.133661404252052 8.2218812108039838 7.9930682480335227 1111.3422163873911 26.081944391131401 37.269448921084404 72.818522334098816 22.494957208633423 6.0695849359035474 11.914511263370512 7.1123824864625922 94.945195138454437 13.150856643915175 287.0720536634326 56.056740000844002 5.4159619808197021 15.955038510262964 6.3337517604231817 4.8855531066656113 5085.8387360274792 776.34449392557144 11.396688550710676 416.32455751299858 6.8322362378239623 leaf_count=26 37 83 26 53 2486 51 117 26 26 3158 74 121 204 89 19 36 21 331 47 909 160 21 102 32 15 15135 2332 33 1225 22 internal_value=-8.64576e-06 0.000380181 0.00080874 0.00210548 0.0016839 0.00220808 -0.00627541 -0.00014355 -0.00548574 0.00029666 0.00353957 0.010652 0.000445416 -0.00164211 0.00634938 -0.00225808 0.00148769 0.00276666 -0.0038028 -0.00314393 -0.0103195 -0.0070333 -0.000175259 -0.000146366 0.0171844 -0.00017718 -0.00134809 0.0088838 -0.0015605 0.000102731 internal_weight=9052.81 2715.53 2240.69 948.761 904.161 848.295 55.8667 1291.93 98.3536 1193.58 34.3038 44.5995 1184.16 474.841 33.9805 440.86 128.723 121.61 312.137 300.223 64.0498 11.4855 6337.27 6321.32 11.2193 6310.1 1217.43 24.7598 1192.67 5092.67 internal_count=27017 8084 6528 2854 2707 2537 170 3674 286 3388 100 147 3362 1556 129 1427 435 414 992 956 186 40 18933 18831 47 18784 3627 70 3557 15157 is_linear=0 shrinkage=0.03 Tree=646 num_leaves=29 num_cat=0 split_feature=2 9 4 4 4 8 0 7 4 4 13 13 11 11 6 4 12 3 10 11 4 8 2 4 4 4 3 6 split_gain=0.489765 4.64661 3.22892 3.66773 3.31842 2.53023 2.42891 2.01251 1.2157 0.998932 2.17901 4.86522 3.82128 2.1326 1.09771 0.997179 2.17121 3.48861 2.00757 1.98333 1.05614 0.885939 0.797616 6.43155 1.68202 0.160988 0.0027659 0.000495221 threshold=2.9000000000000004 7.7000000000000002 2.5450000000000008 2.5050000000000012 2.725000000000001 7.9000000000000012 725.00000000000011 1.7000000000000004 3.015000000000001 2.6350000000000011 2.3000000000000007 1.9000000000000001 0.33333333333333326 0.50000000000000022 1.1000000000000003 2.3550000000000009 4.3000000000000016 2.3000000000000003 -0.33333333333333309 -0.83333333333333315 2.3950000000000009 0.70000000000000007 2.7000000000000006 1.8850000000000005 2.0950000000000011 2.225000000000001 1.9000000000000001 1.1000000000000003 decision_type=2 2 2 2 2 2 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 26 6 -2 8 -6 15 11 12 -11 14 -12 21 18 -18 19 -17 -20 -1 24 -24 -23 -3 27 -4 right_child=1 25 4 -5 7 -7 -8 -9 -10 10 13 -13 -14 -15 -16 16 17 -19 20 -21 -22 22 23 -25 -26 -27 -28 -29 leaf_value=-0.011138480740065338 0.0022410827756693332 -0.024799841571159491 -0.021712088971292749 0.033182769944979866 -0.015273077142362871 -0.017506265317432643 0.012789499444084898 0.013821405590251643 0.0067090837161015342 0.018913841691245832 -0.024139065016418045 0.037687717082635581 -0.019083795750801293 0.013140531284349126 -0.0015837615701990743 0.013635013080460145 0.019851874638546201 -0.01047713609653142 -0.020880743626769473 -0.0053243801444911977 -0.008138427054298538 -3.1838177443175824e-05 0.0082105243603863357 -0.010674220865619562 0.0026590235389962798 -0.016180653925367116 -0.023154951132680575 -0.022286714839278167 leaf_weight=6.4114293307065955 63.614678405225277 4.0241236314177504 3.5364803746342677 4.1630444079637519 6.3629587255418318 4.5138836354017249 28.424764264374971 6.7297549210488787 3.5151296630501747 5.0837496593594569 3.9417758509516698 4.9748187065124503 4.482017956674099 4.3849595040082932 3.8275918439030647 6.9672695770859745 8.0155768543481809 5.9448933452367774 7.9061937555670765 17.286291681230068 22.555466953665018 6973.3210850730538 26.821373298764229 41.104628652334213 215.53129208832979 3.7844539359211922 2.3443896695971489 2.1830229237675667 leaf_count=29 278 19 36 24 38 28 148 35 17 23 24 20 20 20 19 33 37 26 42 94 124 24626 103 188 910 23 16 17 internal_value=2.81213e-05 0.00183103 0.00322933 0.00561204 -0.00649752 0.00442329 0.00549878 0.00116909 -0.0074507 -4.51292e-06 0.00578825 0.0136245 0.00111014 -0.00358655 -0.0130272 -2.5604e-05 -0.00362362 0.00693664 -0.00631804 0.000122045 -0.0114456 8.41628e-06 1.82647e-05 -0.00321736 4.88374e-05 -0.0206225 -0.0222871 -0.0219314 internal_weight=7491.76 133.197 125.388 100.716 24.6717 96.5533 92.0394 16.6078 9.87809 7358.56 26.6949 14.5406 9.56577 12.1543 7.76937 7331.87 68.6757 13.9605 54.7152 24.2536 30.4617 7263.19 7256.78 67.926 7188.85 7.80858 8.06389 5.7195 internal_count=27017 679 637 478 159 454 426 90 55 26338 126 63 43 63 43 26212 356 63 293 127 166 25856 25827 291 25536 42 69 53 is_linear=0 shrinkage=0.03 Tree=647 num_leaves=24 num_cat=0 split_feature=3 2 5 10 0 4 9 4 12 4 5 5 4 12 4 10 13 4 7 9 4 4 13 split_gain=0.691381 2.06051 0.758647 3.70216 2.98244 2.22763 3.55499 2.33763 2.09854 1.95417 0.780401 3.6476 3.05108 2.98738 4.66108 4.65871 3.4235 2.76016 2.43287 1.21405 6.06615 1.44162 0.260013 threshold=1.0000000180025095e-35 1.3 0.76500000000000024 -1.1666666666666663 350.00000000000006 1.2150000000000005 2.9000000000000004 1.445000000000001 1.1000000000000003 1.2850000000000008 0.87000000000000033 0.90500000000000014 1.0050000000000006 2.7000000000000006 1.6550000000000002 1.1666666666666672 2.3000000000000007 1.5550000000000008 2.3000000000000003 3.1000000000000005 0.77500000000000036 0.53500000000000014 2.3000000000000007 decision_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 -2 5 6 -5 -7 -6 -10 13 12 -12 14 15 -4 -16 -15 -14 20 -13 -21 -19 right_child=2 -3 10 4 8 7 -8 -9 9 -11 11 19 18 17 16 -17 -18 22 -20 21 -22 -23 -24 leaf_value=0.0034998948593050368 0.01920123373199821 -0.023252552499437459 -0.00030718475423266819 -0.0024744125245701101 0.0062494624880072283 -0.025101453810641428 0.02408496155646183 0.0017409002567239998 -0.022541800831548598 -0.007394889227406205 0.0068629047781785107 0.019885724466825707 -0.013442963848669635 0.0086906972015909131 -0.0021312106530694307 0.025062497761961983 0.026908239658377301 -0.012556072317087535 0.0058166922633479954 -0.011893567054676358 -0.00214165190666844 0.00014669297562443909 -0.023344226584437001 leaf_weight=6.2158860415220243 6.1885198950767508 4.4433915168046951 97.546401582658291 11.177146807312971 5.5171877741813651 4.5781888812780371 7.6333146244287482 8.0616684406995756 13.301735505461695 18.092516543343663 10.93716625869274 11.572459667921065 41.282857641577721 4.4104865789413443 5.226435553282502 6.9806393235921851 12.142044767737387 2.89732728153467 6.8877371475100508 8.9611527025699598 406.34187629818916 7168.540938783437 6.5703907199203968 leaf_count=26 35 33 365 41 21 20 28 41 61 106 36 34 175 20 28 26 57 23 32 26 1585 24156 42 internal_value=-1.68129e-05 -0.00765204 -6.46479e-06 -0.00301842 -0.00502988 0.00175854 0.00830342 -0.00798147 -0.0108139 -0.0138126 2.23585e-05 -1.76315e-05 -0.00744131 0.00227688 0.0037784 0.00138708 0.0181698 -0.0109113 -0.0106891 4.01398e-05 -0.00153169 0.000131661 -0.0200428 internal_weight=7875.51 10.6593 7864.85 74.5503 68.3618 31.4503 18.8105 12.6399 36.9114 31.3943 7790.3 7654.52 59.1078 135.774 121.896 104.527 17.3685 13.8782 48.1706 7595.42 417.914 7177.5 9.46772 internal_count=27017 59 26958 353 318 130 69 61 188 167 26605 26044 243 561 476 391 85 85 207 25801 1619 24182 65 is_linear=0 shrinkage=0.03 Tree=648 num_leaves=13 num_cat=0 split_feature=13 6 2 12 4 2 8 8 12 11 5 10 split_gain=0.648587 0.721054 2.02628 2.79958 1.39105 2.38818 0.894578 1.24254 2.70267 1.77828 0.993098 0.843282 threshold=6.1000000000000005 3.1000000000000005 0.50000000000000011 1.9000000000000001 1.4750000000000008 1.1000000000000003 1.0000000180025095e-35 1.7000000000000004 2.5000000000000004 1.0000000180025095e-35 0.54500000000000015 1.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 -3 -4 5 -5 -1 8 9 -8 -9 -12 right_child=-2 2 3 4 -6 -7 7 10 -10 -11 11 -13 leaf_value=0.011173835268204141 0.0082025939075345746 0.010852011951794091 -0.018896724051938821 -0.0062072975136026999 -0.01119342470754687 0.012658753407999873 -0.0063217607941543187 0.010308083183611793 -0.017473479450815992 0.013380774530943339 7.2668084428056902e-05 -0.0012822237035926976 leaf_weight=6.4490460604429236 8.6501647233962995 7.5841584354639044 11.229077681899069 13.565273709595205 9.7852654159069044 10.883873797953127 10.73077410459519 8.4307463988661748 11.532708592712877 6.6952026784420005 8512.1284607797861 434.53960183262825 leaf_count=20 25 26 37 48 30 34 32 29 37 20 25350 1329 internal_value=-8.20928e-06 -1.60629e-05 -0.00350341 -0.00589816 -0.00163456 0.00219118 4.51382e-06 -3.50387e-06 -0.0062077 0.00124811 1.6559e-05 6.861e-06 internal_weight=9052.2 9043.55 53.0476 45.4635 34.2344 24.4491 8990.51 8984.06 28.9587 17.426 8955.1 8946.67 internal_count=27017 26992 175 149 112 82 26817 26797 89 52 26708 26679 is_linear=0 shrinkage=0.03 Tree=649 num_leaves=31 num_cat=0 split_feature=11 4 13 6 11 13 13 2 12 6 4 7 6 11 8 6 10 6 8 9 11 9 6 12 5 7 7 5 9 5 split_gain=0.485973 0.507537 2.97829 3.35435 4.96367 2.73544 3.32053 3.76553 3.54051 2.79289 2.73474 4.1084 5.05111 5.02462 4.88553 2.87206 3.78908 3.21603 2.68941 2.68407 2.39944 2.47812 2.06174 4.01952 2.69216 1.99918 1.79452 2.81908 2.52758 1.45012 threshold=3.1666666666666674 1.2550000000000006 1.5000000000000002 0.70000000000000007 1.0000000180025095e-35 2.1000000000000005 4.1000000000000005 1.1000000000000003 3.5000000000000004 1.7000000000000004 1.3550000000000006 1.5000000000000002 0.90000000000000013 -1.0000000180025095e-35 6.7000000000000002 2.1000000000000005 1.0000000180025095e-35 0.50000000000000011 4.1000000000000005 3.7000000000000006 0.33333333333333326 5.7000000000000002 2.7000000000000006 2.7000000000000006 1.9750000000000003 1.5000000000000002 1.9000000000000001 1.2350000000000008 1.7000000000000004 1.2850000000000008 decision_type=2 2 2 2 2 2 2 2 2 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 19 9 8 -8 -7 18 11 12 13 -3 -14 17 -17 -13 -4 -1 21 -5 26 25 -25 -24 28 -28 -12 -6 right_child=-2 10 5 20 29 6 7 -9 -10 -11 22 15 14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=0.0085408635750409811 -0.0067223105929300319 -0.0012727808849929462 0.0046061461703366894 0.0017118062180274984 -0.0020125057584632956 -0.0013172759241345665 0.0052399637825012784 -0.0036003432033763915 0.0044108575491495841 0.021328659917833268 0.020756240291028592 -0.010280025563806097 -0.0019964696224236979 0.011322613028258377 0.012481775558573134 -0.0088047969658580534 0.0075922209191310597 0.0064232777132790372 -0.00043152699746515697 -0.012038367694847103 -0.018636951319663409 -0.017114805364146408 -0.017525027668465469 0.0061780361480442206 -0.015678201360495046 -0.0043657373477395643 -0.0042428686119356162 -8.1618479867318384e-05 0.00022723161572676414 0.012197508888445341 leaf_weight=7.0365240871906272 9.5870947763323766 50.987000450491905 175.7453855201602 17.257571950554851 9.1114770472049731 1643.4102616980672 164.31492411345243 58.911942735314369 103.21319606155157 6.7567766085267058 5.4063679277896872 10.817658245563505 420.07795459032059 64.646861061453819 22.078459903597832 30.405645355582237 21.761593550443649 253.11613424122334 208.56034357845783 30.120269551873207 21.106071829795837 9.9034703373908979 21.933926999568939 29.555048480629921 6.1229702085256568 19.742657288908958 217.8566487878561 447.47564536333084 3382.3526569381356 22.238797530531883 leaf_count=22 45 173 590 58 30 5592 547 203 391 25 18 39 1446 209 79 104 71 852 714 107 75 38 77 103 26 70 924 1716 12599 74 internal_value=2.7722e-05 3.63711e-05 -0.000314781 -0.00499157 -0.000723719 -8.34603e-05 -0.00053845 0.00290691 -0.000978783 0.0022084 0.000210229 0.0017349 0.000186417 0.00576886 -0.00127352 0.00446735 -0.00196477 0.00573867 0.00187223 -0.0081412 -0.0110491 -0.00515276 -0.00011235 -0.00496401 0.00242712 -0.0112913 -1.97543e-05 -0.00144418 0.000259993 0.00806759 internal_weight=7491.61 7482.02 2477.69 116.774 68.5071 2360.91 1969.85 223.227 1746.62 391.063 5004.34 873.891 557.79 115.634 442.156 316.101 52.1672 263.934 384.306 37.1568 48.2671 27.161 4130.45 77.3546 35.678 41.6766 4053.09 665.332 3387.76 31.3503 internal_count=27017 26972 8466 404 233 8062 6733 750 5983 1329 18506 2973 1907 382 1525 1066 175 891 1304 129 171 96 15533 276 129 147 15257 2640 12617 104 is_linear=0 shrinkage=0.03 Tree=650 num_leaves=28 num_cat=0 split_feature=11 9 9 12 7 5 12 5 0 4 11 3 10 5 13 8 2 11 10 4 0 4 13 13 8 0 5 split_gain=0.678437 1.59025 1.7571 1.94836 1.72825 1.95239 3.66349 1.53874 2.67612 1.35584 0.941507 0.829736 2.0408 1.79051 4.89693 3.20724 0.992972 2.7364 2.08873 1.50488 2.80048 2.25219 1.12534 0.905167 0.644052 2.51576 4.20813 threshold=2.1666666666666674 5.1000000000000005 6.9000000000000012 5.1000000000000005 0.50000000000000011 1.6850000000000005 3.3000000000000007 1.4750000000000008 475.00000000000006 1.5550000000000008 -3.4999999999999991 2.7000000000000006 -1.4999999999999996 2.2050000000000005 1.3000000000000003 7.1000000000000005 2.9000000000000004 1.1666666666666672 -2.1666666666666656 2.475000000000001 525.00000000000011 2.2450000000000014 2.9000000000000008 2.5000000000000004 4.3000000000000016 350.00000000000006 1.7000000000000004 decision_type=2 2 2 2 2 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 7 4 9 -3 -6 -7 8 -2 -4 -1 16 23 15 -15 -14 19 18 -18 21 -21 -12 -19 -13 -9 -26 -27 right_child=1 2 3 -5 5 6 -8 24 -10 -11 11 12 13 14 -16 -17 17 22 -20 20 -22 -23 -24 -25 25 26 -28 leaf_value=0.013237202816286592 0.017716402221727552 0.017618380019954319 -0.0046668455687956904 0.007565547623965497 -0.0096606361869565009 0.023485942353771053 -0.00064054775369554715 -0.015413143998026183 -0.011183732218701403 -0.021740142463362748 4.4868645820249416e-06 -0.0026906706721141764 0.0050691361101189263 -0.017331444618421763 0.0012976541939469211 -0.012317464326925225 0.01671228557114288 0.0041390435016335977 -0.0064248850740074243 0.013430701108649679 -0.0028045443270717698 -0.0051379852975506251 0.02377659552242042 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-5.02977e-05 0.00914597 -0.00857828 -0.00964192 -0.00681621 3.28461e-05 internal_weight=7874.95 119.354 72.2706 24.5157 47.755 40.7223 30.2637 47.0838 11.5397 17.6504 7755.59 7750.75 348.092 330.708 156.373 174.335 7402.66 91.9473 78.1214 7310.71 38.4501 7272.26 13.8259 17.3837 35.5441 23.8612 15.9675 internal_count=27017 386 223 74 149 127 92 163 44 52 26631 26614 1048 994 488 506 25566 642 564 24924 262 24662 78 54 119 83 57 is_linear=0 shrinkage=0.03 Tree=651 num_leaves=31 num_cat=0 split_feature=13 3 10 5 5 4 3 7 5 5 0 7 13 7 8 10 11 6 5 3 13 0 9 9 8 2 9 12 10 13 split_gain=0.644196 2.77823 2.79063 2.51935 2.81012 3.44107 3.2243 2.80539 3.40754 2.86874 2.77896 2.51924 2.27578 1.70561 2.21959 5.03924 2.37412 1.64115 2.19863 2.42309 1.94669 1.37558 1.88199 6.45189 5.38973 3.44281 2.07531 1.4479 1.47802 4.82688 threshold=1.7000000000000004 1.1000000000000003 1.5000000000000004 1.0950000000000004 2.1050000000000009 1.8900000000000006 2.5000000000000004 0.90000000000000013 1.9900000000000007 2.0250000000000008 875.00000000000011 0.70000000000000007 1.5000000000000002 1.3 3.9000000000000004 -0.83333333333333315 -1.0000000180025095e-35 0.3000000000000001 1.4550000000000007 1.1000000000000003 1.9000000000000001 875.00000000000011 4.5000000000000009 4.3000000000000016 7.5000000000000009 1.1000000000000003 5.1000000000000005 6.1000000000000005 2.1666666666666674 3.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 11 7 6 -6 9 -9 -5 -7 -3 -4 14 15 -1 -16 18 19 -2 -20 27 23 24 -23 -24 -27 28 -19 -30 right_child=17 3 12 4 5 10 -8 8 -10 -11 -12 -13 -14 -15 16 -17 -18 21 20 -21 -22 22 25 -25 -26 26 -28 -29 29 -31 leaf_value=0.013169293636497711 0.0070790380146091274 -0.0017831448543916585 0.024594157195999267 -0.0012233776911364012 0.0033968843539255865 0.012389952412347121 -0.010068324039826514 -0.0079908522471756546 0.013578790442095401 -0.012219479016514824 -0.0076108586477129543 0.016979219996157084 0.0021135485867567389 -0.01257192218589401 0.0062316605072432977 -0.0085250733871511403 -0.00012521722126016474 4.4062281718544176e-05 0.0022186936338281205 -0.012986768350244697 0.02153055452385445 0.0066834360883539804 -0.013414105642077848 -0.024144649119900378 -0.017320301638720295 0.012984000189432306 0.0037635331776836004 -0.01067565101488438 -0.0090782311512080105 0.0072280453390937173 leaf_weight=12.282018065452574 14.849395588040354 13.132560074329378 8.4351608604192752 395.5848870575428 39.708131015300751 35.411489486694336 26.811577580869198 124.18172280490398 6.9612147510051718 22.571182280778885 7.5927127599716178 12.639860317111014 7.8008981496095648 8.0942260473966581 98.331235021352768 44.735635638237 114.38329288363457 7750.1049704067409 8.0837003141641635 8.5261088460683805 11.215578004717825 46.55026787519455 8.751787066459654 9.6879185289144498 10.277586504817007 29.416200198233128 86.783841893076897 11.444319687783716 53.795921362936497 23.464162141084671 leaf_count=35 57 39 27 1218 145 107 135 366 21 84 22 39 25 26 293 128 337 22845 25 26 38 177 25 34 41 113 302 50 167 70 internal_value=-8.25967e-06 -0.000735149 0.00170371 -0.00178274 -0.00214269 0.00224513 -0.00203043 -0.00301757 -0.00684591 -0.00181692 0.00885866 0.00741869 0.013793 0.000997224 0.00140441 -0.00385195 0.00281337 7.98587e-05 0.00594744 -0.000239874 0.0134416 4.8677e-05 0.00256101 -0.00151553 0.00234225 0.00473107 0.00609771 -1.26882e-05 2.90207e-06 -0.00412596 internal_weight=9051.61 978.658 294.062 684.595 658.823 109.524 66.5197 549.299 131.143 418.156 43.0042 25.7724 16.2361 277.826 269.732 57.0177 212.715 8072.95 42.6748 23.3755 19.2993 8030.28 191.468 66.5158 56.8279 124.952 116.2 7838.81 7827.37 77.2601 internal_count=27017 3047 871 2176 2098 409 280 1689 387 1302 129 78 52 819 793 163 630 23970 146 83 63 23824 692 252 218 440 415 23132 23082 237 is_linear=0 shrinkage=0.03 Tree=652 num_leaves=31 num_cat=0 split_feature=9 5 2 7 4 5 8 4 8 2 4 10 10 6 0 5 8 8 11 5 5 13 3 0 0 0 2 4 13 11 split_gain=0.485698 2.29721 1.79861 3.8705 3.08172 1.96575 1.60444 1.97497 4.75225 5.43791 3.30691 3.18168 2.48893 4.21531 2.46273 2.09741 2.06275 2.04594 1.97171 8.32486 2.4728 2.24164 3.01768 2.04322 1.72063 2.47785 1.30411 1.35666 1.29335 3.95979 threshold=5.3000000000000016 2.225000000000001 1.1000000000000003 0.70000000000000007 1.3650000000000009 2.2850000000000006 8.1000000000000014 2.0250000000000008 5.3000000000000016 1.9000000000000001 2.055000000000001 0.83333333333333337 1.8333333333333339 1.7000000000000004 575.00000000000011 0.89000000000000024 4.7000000000000002 6.3000000000000016 0.83333333333333337 2.055000000000001 2.4450000000000007 2.7000000000000006 1.3 525.00000000000011 350.00000000000006 725.00000000000011 2.1000000000000005 1.6100000000000005 4.7000000000000011 1.1666666666666672 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -4 -5 7 12 24 11 -11 -10 15 14 -14 -2 -15 -17 20 23 21 -8 -23 -20 -9 -26 27 -6 -1 -30 right_child=6 2 4 5 26 -7 18 8 9 10 -12 -13 13 16 -16 17 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=6.3176579131836636e-05 -0.011653065562563961 0.029638951039404036 -0.019001291676004717 0.016288202960005833 0.0012986304435930109 -0.0066383490888668314 -0.014426624101243578 -0.016637320485875271 0.0092909307885736172 0.017642421927860048 -0.000690444161090348 0.028057353475688794 0.013632646265770933 0.0027627074335201136 -0.0020781592913362203 -0.00015737057549656646 -0.021930966259716231 -0.0027898098056914704 0.0079030216499546037 -0.024733969845627493 0.013301271458180356 0.012002796943756996 -0.015442068810791619 0.034723425184452525 0.0019551746714773837 -0.014409802065016818 -0.0052482540756104328 0.017388804793914674 0.0047301545177141774 -0.015147664921650469 leaf_weight=4345.1486876010895 15.15390260517597 8.0089780837297457 5.3059825003147152 5.9778558462858182 8.6050395071506554 7.7030499428510666 31.227585002779961 9.8932620361447317 48.839926198124886 9.761215537786482 95.418325871229172 9.7548165768384916 35.719094470143318 5.8543910980224592 11.995301395654677 2312.7977895662189 6.343274250626564 300.20688237994909 5.4653864055871946 5.7117119506001464 4.5488688200712195 8.1175934337079507 6.4873062521219245 4.8029229044914246 29.298183798789978 11.633346792310475 6.7277399674057952 10.435738101601599 114.60020422190428 9.7898894846439344 leaf_count=15490 63 26 25 19 32 32 153 42 183 35 431 35 119 20 45 8251 23 1165 24 27 20 39 30 21 113 58 25 36 401 34 internal_value=2.72593e-05 0.000222987 0.00644604 0.0130757 0.00181854 0.00337938 -0.000270865 -0.000165418 0.00260413 0.00509111 0.00101094 0.0124152 -0.000386522 0.00565959 0.00968298 -0.00052435 -0.010079 -0.00045981 -0.00488315 0.00429872 -0.00779547 -0.00988932 -0.000187855 0.0204481 -0.00540973 -0.00269599 0.00610555 0.0101172 0.000149522 0.00316571 internal_weight=7491.33 4522.3 52.7644 21.6899 31.0745 13.6809 2969.03 2902.67 214.599 163.774 105.18 58.5947 2688.07 59.9121 47.7144 2628.16 12.1977 2613 66.3614 15.98 50.3814 45.8325 14.6049 10.2683 50.8248 40.9315 25.7685 19.0408 4469.54 124.39 internal_count=27017 16120 195 77 118 51 10897 10583 897 684 466 218 9686 207 164 9479 43 9416 314 72 242 222 69 45 213 171 93 68 15925 435 is_linear=0 shrinkage=0.03 Tree=653 num_leaves=12 num_cat=0 split_feature=5 5 12 5 4 11 5 9 7 2 9 split_gain=0.674439 0.735821 2.43608 1.13446 2.69533 1.13706 1.81082 2.26903 0.694414 2.39429 1.56265 threshold=3.2350000000000008 2.9150000000000005 4.3000000000000016 2.8350000000000004 1.4950000000000008 -2.8333333333333326 2.1350000000000011 5.9000000000000012 2.1000000000000005 0.3000000000000001 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 6 7 -1 10 -10 -7 right_child=-2 2 -4 4 -6 8 -8 -9 9 -11 -12 leaf_value=0.011685765812986417 -0.0098125028922990392 0.018693267509857749 -0.0028931395554349583 0.0076892859194462194 -0.019918856114536854 -0.005701530390033102 0.019401090817671805 -0.0115284338551781 -0.012876011589817009 -0.00065875795993769893 9.8448924468775678e-05 leaf_weight=8.2067229822278041 6.3202314972877494 7.8793867975473431 11.679587811231611 5.3285745680332166 7.9025086164474487 42.057210261002183 6.9964217096567145 7.0402803272008887 14.730088263750075 725.14561918564141 7030.8627896718681 leaf_count=25 21 27 39 20 24 177 25 21 52 2920 23666 internal_value=-1.64393e-05 -8.57014e-06 0.005803 -2.30534e-05 -0.00880019 -8.23138e-06 0.00676499 0.000966645 -2.75151e-05 -0.00090199 6.39609e-05 internal_weight=7874.15 7867.83 19.559 7848.27 13.2311 7835.04 22.2434 15.247 7812.8 739.876 7072.92 internal_count=27017 26996 66 26930 44 26886 71 46 26815 2972 23843 is_linear=0 shrinkage=0.03 Tree=654 num_leaves=26 num_cat=0 split_feature=12 2 4 3 10 6 6 11 7 11 11 10 5 5 6 5 3 3 4 4 5 2 0 4 5 split_gain=0.64862 2.82588 3.0301 2.84083 2.74784 2.35108 4.03075 4.52916 2.31379 3.5188 2.28973 2.00925 1.9074 2.84718 2.7859 2.55772 3.94633 2.74771 1.82671 2.48936 1.43216 1.09801 0.745449 0.482093 0.264485 threshold=2.5000000000000004 0.50000000000000011 1.2150000000000005 2.7000000000000006 -2.4999999999999991 3.3000000000000003 2.9000000000000004 -0.33333333333333331 1.1000000000000003 1.1666666666666672 0.83333333333333337 -2.1666666666666656 1.9250000000000003 1.9350000000000005 2.1000000000000005 1.8750000000000002 1.5000000000000002 1.9000000000000001 1.0550000000000004 0.94500000000000017 1.2350000000000008 1.5000000000000002 350.00000000000006 1.3750000000000007 1.9000000000000004 decision_type=2 2 2 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 18 -1 6 8 23 9 -3 -10 20 15 -14 -15 17 -17 -13 19 -2 -6 -9 -4 -8 -24 right_child=1 5 22 -5 11 -7 7 21 10 -11 -12 12 13 14 -16 16 -18 -19 -20 -21 -22 -23 24 -25 -26 leaf_value=-0.015616493277366476 0.010648355328572169 -0.0010665269303444084 -0.0089836145463990606 -0.018978926202540831 0.020543894560222729 0.014442196439438908 0.010683961180315869 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22 internal_value=-7.98596e-06 0.000229103 -0.00749142 -0.00163321 -0.000280034 0.000297221 0.000266015 -0.00997532 0.00034007 -0.000501632 0.000861052 -0.000241773 -0.000280808 -0.00371985 -0.00272106 -0.000161654 0.00686148 -0.000242604 0.00370677 -0.00291772 0.0107772 -0.0181913 -0.0184978 0.00447294 -0.0232975 internal_weight=9050.6 4836.02 42.2949 27.603 4214.58 4793.72 4783.17 34.3389 4748.83 1815.57 2933.26 4204.09 4189.25 140.287 133.022 4048.96 46.1377 4002.83 21.1056 13.5001 14.8407 21.8908 14.6919 12.4481 9.76546 internal_count=27017 14999 181 119 12018 14818 14785 119 14666 5884 8782 11989 11946 477 454 11469 139 11330 80 51 43 78 62 41 41 is_linear=0 shrinkage=0.03 Tree=655 num_leaves=22 num_cat=0 split_feature=13 6 4 11 12 2 13 4 8 13 8 8 9 2 6 0 9 9 13 4 4 split_gain=0.49392 2.06007 5.45248 1.94064 1.62939 2.67895 2.537 1.85759 0.973581 0.812359 2.70786 3.00827 10.0464 3.97737 1.09329 5.24626 3.56355 2.87621 1.41387 3.03336 1.47476 threshold=5.3000000000000016 3.3000000000000003 1.1150000000000007 0.83333333333333337 2.3000000000000007 1.1000000000000003 5.5000000000000009 1.2350000000000005 4.3000000000000016 4.7000000000000011 2.5000000000000004 6.1000000000000005 4.5000000000000009 1.1000000000000003 2.7000000000000006 575.00000000000011 5.1000000000000005 3.5000000000000004 4.3000000000000016 0.8650000000000001 1.0750000000000008 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 -3 4 5 7 -6 -2 -8 14 -11 13 -13 -12 18 17 -17 -16 20 -20 -1 right_child=3 2 -4 -5 6 -7 8 -9 -10 10 11 12 -14 -15 15 16 -18 -19 19 -21 -22 leaf_value=-0.00094982925323855547 0.0060310479304327555 0.026409591651252801 -0.0091474954486113792 -0.018143765911523023 -0.021722139779475114 0.021875250379785272 0.0090039066595182723 -0.015230544043029728 -0.0074752785270491874 0.021307947567618189 0.0056053027526475376 0.035956760648963776 -0.015931652704109355 -0.0069651822492059869 -0.018492784191271896 0.02600138086643259 -0.0014264281327493152 -0.0034416728960569402 0.015590654851481978 -0.0039345978414621601 0.00027380295316240552 leaf_weight=1039.9108583927155 10.524221122264867 8.8844152092933637 6.8925163745880118 6.5746894627809516 6.8066772818565395 6.1034450978040686 6.5709892809391004 5.7020354568958274 6.3395080044865608 6.5330805331468573 45.96541890501976 8.0945659577846509 5.7393612265586844 44.667043402791023 13.009140118956564 8.7513132393360156 8.3130467832088453 93.946804329752922 7.5576818734407416 136.43028883635998 6007.5591935552657 leaf_count=3549 35 25 26 24 26 22 23 23 25 21 151 30 22 159 44 28 31 332 25 494 21902 internal_value=2.69227e-05 4.66127e-05 0.0108757 -0.00298692 -0.000616912 0.00493251 -0.00690163 -0.00144044 0.000912047 2.36073e-05 0.00257082 0.00139904 0.0144295 -0.000589899 -1.50422e-05 -0.00280778 0.0126397 -0.00527235 3.31199e-05 -0.00290975 9.32462e-05 internal_weight=7490.88 7442.25 15.7769 48.6216 42.0469 22.3297 19.7172 16.2263 12.9105 7426.48 110.999 104.466 13.8339 90.6325 7315.48 124.02 17.0644 106.956 7191.46 143.988 7047.47 internal_count=27017 26839 51 178 154 80 74 58 48 26788 383 362 52 310 26405 435 59 376 25970 519 25451 is_linear=0 shrinkage=0.03 Tree=656 num_leaves=31 num_cat=0 split_feature=13 10 11 5 5 8 3 0 6 0 2 13 5 6 6 3 7 3 4 3 8 4 9 7 4 3 2 5 4 8 split_gain=0.668122 3.4078 3.90005 3.83661 3.59692 3.32033 3.36392 3.02536 4.42923 4.26841 4.04015 3.00535 2.83564 2.65372 2.57693 2.48589 2.37622 2.33692 2.6728 7.02818 4.05067 7.65856 2.31251 2.63677 2.76941 2.08883 2.05357 1.9132 1.77177 1.56848 threshold=2.3000000000000007 -1.0000000180025095e-35 -0.83333333333333315 2.8450000000000011 1.0450000000000006 2.5000000000000004 1.5000000000000002 350.00000000000006 0.3000000000000001 475.00000000000006 1.5000000000000002 1.7000000000000004 1.4850000000000008 1.3 1.7000000000000004 1.3 0.70000000000000007 0.50000000000000011 0.95000000000000018 1.1000000000000003 3.3000000000000003 1.0950000000000009 2.9000000000000004 0.3000000000000001 1.2550000000000006 2.3000000000000003 2.1000000000000005 1.8250000000000002 1.3850000000000007 9.9000000000000021 decision_type=2 2 2 2 2 2 2 2 2 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 22 4 13 6 -6 8 15 10 -9 -11 -10 26 -7 -4 17 -2 19 -19 25 -22 -3 28 -25 -20 -1 -21 -24 -18 right_child=16 2 7 -5 5 14 -8 9 12 11 -12 -13 -14 -15 -16 -17 29 18 20 27 21 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0014484385294732339 0.019063630771450887 -0.01500052341062668 -0.00098319501424670871 -0.017373062714430964 0.0019817758551514989 0.0014349683397872292 0.026145123136139634 -0.010714260464652313 0.0028254516587843505 0.0011683134511813729 -0.0013177812990764811 -0.0035108929403770183 -0.0020556824847295526 -0.019070749378935308 -0.0087935713413238858 -0.028169809715415512 1.6633127144747918e-05 0.016851351540724088 -0.0023986062351345721 -0.023393518026147364 0.023079432638607983 0.0031383903670734199 0.0042843913632935864 0.0066690228400556996 -0.00041185529814530297 -0.021649723536560764 -0.022206479018167215 -0.0034681959378221132 0.025820048704242218 0.01558382754192498 leaf_weight=55.762393061071634 7.9253903478384009 7.0380507707595816 4.9589106962084752 10.32422439008951 11.062081485986711 990.65454174205661 9.760466128587721 113.98605360090733 213.72837960720062 182.64716121181846 64.477444194257259 381.71324019879103 214.7364149838686 10.991838738322256 22.674923822283745 7.7699445188045502 5059.8118514958769 8.2068348824977893 20.102525994181637 12.303190380334856 19.327445715665817 168.04412367194891 6.7801121622323972 70.781863182783127 166.99388981983066 6.7846844345331183 4.6466494835913172 6.6982195675373069 6.9755346775054932 5.8317770063877097 leaf_count=248 25 29 23 34 33 3404 27 357 761 677 247 1380 661 41 68 29 17341 23 57 34 55 497 20 210 600 22 41 20 21 32 internal_value=-1.64345e-05 -0.000414751 -0.00137771 0.000830141 0.00100013 0.00144976 0.0133082 -0.00210665 -0.000138951 -0.00327535 -0.00731939 -0.00199653 0.000379143 -0.00551221 0.00120609 -0.0175784 0.000175301 0.00303412 0.00250801 -0.00634916 0.00363276 0.00519532 0.00196021 0.00243479 0.001696 -0.00725641 -0.00304514 -0.0163696 0.0152052 3.45547e-05 internal_weight=7873.5 2558.46 1442.59 1115.88 1105.55 1034.15 20.8225 1184.02 441.194 742.824 178.463 564.36 428.465 71.4009 1013.33 12.7289 5315.04 249.392 241.467 27.2082 214.259 187.372 258.569 251.531 237.776 26.8872 60.409 19.0014 13.7556 5065.64 internal_count=27017 8911 5015 3896 3862 3532 60 4135 1474 2661 604 2057 1422 330 3472 52 18106 733 708 77 631 552 880 851 810 79 289 54 41 17373 is_linear=0 shrinkage=0.03 Tree=657 num_leaves=19 num_cat=0 split_feature=9 12 2 4 3 10 6 6 11 7 10 8 5 4 5 8 0 5 split_gain=0.641283 0.650971 2.74242 2.95535 2.75913 2.6375 2.24074 3.90535 4.41438 2.1347 1.93241 1.78198 1.69951 2.99833 2.4561 1.39902 0.734693 0.258212 threshold=10.500000000000002 2.5000000000000004 0.50000000000000011 1.2150000000000005 2.7000000000000006 -2.4999999999999991 3.3000000000000003 2.9000000000000004 -0.33333333333333331 1.1000000000000003 -2.1666666666666656 3.7000000000000006 1.9250000000000003 1.5350000000000008 1.8750000000000002 5.3000000000000016 350.00000000000006 1.9000000000000004 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 11 -1 7 9 -9 -4 15 -3 14 -14 -12 -7 -5 -18 right_child=-2 2 6 16 -6 10 -8 8 -10 -11 12 -13 13 -15 -16 -17 17 -19 leaf_value=-0.015299191590300264 -0.0092233032854469738 -0.0089913438804899593 -0.00046298582822585445 -0.008862845505335849 -0.018851147874726026 0.00057091230478579559 0.0140919702624517 0.0044011158754765859 -0.017992795629632834 0.00084688390412655812 -0.00024114280281186727 0.0096324664295795708 -0.0057848311800704376 0.0050583821130878292 0.006716509206123991 0.019067221122284452 -0.027718653282788112 -0.017886601083732596 leaf_weight=10.48725390434265 6.790499582886695 6.8293389081955018 1812.0159310400486 4.9062590524554244 6.4091507941484442 6.8027839362621298 10.584790594875811 12.468148618936537 21.729128964245319 2930.9807031750679 4002.3262402415276 14.318383976817129 110.41420502960682 28.973829135298729 46.189770266413689 8.0185916200280172 5.1391094624996168 4.5169083774089813 leaf_count=29 31 27 5865 21 39 19 33 41 78 8774 11329 53 390 84 139 24 19 22 internal_value=-7.5211e-06 -6.00943e-07 0.000237127 -0.00738448 -0.00160771 -0.000273125 0.000304176 0.000273627 -0.00982809 0.000346461 -0.00023563 0.00361819 -0.0002739 -0.00353091 -0.000161763 0.0105777 -0.0183161 -0.0231194 internal_weight=9049.9 9043.11 4829.9 42.1192 27.5569 4213.21 4787.78 4777.19 34.1973 4743 4202.73 21.1477 4187.9 139.388 4048.52 14.8214 14.5623 9.65602 internal_count=27017 26986 14972 181 119 12014 14791 14758 119 14639 11985 80 11942 474 11468 43 62 41 is_linear=0 shrinkage=0.03 Tree=658 num_leaves=31 num_cat=0 split_feature=8 0 4 2 6 6 12 4 6 2 6 4 4 0 12 4 12 0 6 4 5 12 12 10 3 13 9 9 6 8 split_gain=0.486018 2.17881 2.75598 3.76212 3.89289 7.81944 3.75731 2.73939 2.31388 2.3128 2.27533 2.18486 2.03805 3.0482 3.7033 2.67681 3.49912 2.37766 1.89638 1.98476 1.81095 1.76185 1.35075 2.91529 1.09221 1.04374 1.2018 2.06033 0.977336 1.86153 threshold=2.9000000000000004 350.00000000000006 1.1250000000000007 0.90000000000000013 2.1000000000000005 1.7000000000000004 2.7000000000000006 1.3750000000000007 1.3 0.50000000000000011 1.5000000000000002 1.5050000000000006 1.0150000000000006 525.00000000000011 1.5000000000000002 1.6400000000000006 3.7000000000000006 575.00000000000011 2.1000000000000005 0.89000000000000024 1.3450000000000006 2.9000000000000008 2.5000000000000004 1.0000000180025095e-35 1.1000000000000003 5.9000000000000012 1.5000000000000002 1.7000000000000004 1.0000000180025095e-35 5.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 24 22 -8 18 11 -9 13 14 -11 16 -14 -15 19 -3 -6 -17 23 -4 -5 26 -2 -28 29 -29 right_child=25 9 7 6 20 -7 8 10 -10 12 -12 -13 15 17 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.0019444953252226017 -0.014329902307485844 -0.023183982468964477 -0.00050238201408499879 -0.019042196174379595 -0.018935162417830602 0.037199074640619535 0.0165067068471552 0.0047920383088258028 -0.0050228281632820936 -0.02278884474597145 0.012286632711854248 -0.021576302935773096 9.1725239449973596e-05 0.016449459220980605 0.002953395792834167 0.00081556879153065246 -0.013459655423538105 0.0017987417792319662 0.0046465985379781447 -0.0034020436825458237 0.0037664789216683031 0.024068349882525226 -0.019315549891931301 -0.022700903531339699 -0.0062284361654461736 0.010312481272694208 0.013356022950173027 -0.017013462720711046 8.1110599869559693e-05 0.00663299489959303 leaf_weight=18.218190446496013 5.2086035311222068 9.1748467683792168 14.970411241054537 15.285586193203928 6.1870554089546186 8.2156570851802808 7.5907871723175075 5.6704160869121569 11.008157357573507 5.7765620052814475 8.350337088108061 5.6422196924686432 170.08629567921162 26.150669112801552 38.899209260940552 5.4006453529000265 19.071737885475159 16.111968114972115 7.4168106317520133 9.0843932926654798 6.4693266153335571 6.4174691587686539 18.177629217505455 8.2635312229394895 9.8413063883781415 8.9746560603380185 10.514195650815962 8.0474957153201085 6995.7302825041115 4.7735764048993579 leaf_count=62 23 34 55 56 21 27 29 20 42 19 29 20 594 87 132 20 76 56 26 34 22 23 72 31 34 36 31 42 25235 29 internal_value=2.65957e-05 -0.000920899 -0.0039773 -0.000411835 0.00635079 0.0129016 -0.00645752 -0.00881201 0.00376402 0.000481525 0.00040849 -0.00835927 0.00125091 0.00508854 -0.000375067 -0.00040918 -0.00127458 0.0108641 -0.0081458 -0.013342 -0.00733119 0.0134423 -0.0131901 -0.00839765 -0.0140235 8.8226e-05 7.51628e-05 8.58523e-05 6.59445e-05 -0.00820935 internal_weight=7490.73 457.481 143.891 82.8161 39.0902 26.4338 43.7258 61.0745 18.5989 313.591 19.663 11.3126 287.915 86.9384 44.6758 200.976 189.158 42.2626 25.6761 18.2592 12.6564 11.8181 41.4116 23.2339 25.1269 7033.25 7024.27 7019.07 7008.55 12.8211 internal_count=27017 1621 520 293 132 89 161 227 71 1101 69 40 1007 294 151 713 670 143 94 68 43 43 158 86 90 25396 25360 25337 25306 71 is_linear=0 shrinkage=0.03 Tree=659 num_leaves=31 num_cat=0 split_feature=8 10 0 12 10 2 2 8 9 10 5 7 12 9 12 12 7 5 4 9 10 5 4 13 9 4 0 5 4 4 split_gain=0.663256 2.5243 8.11257 3.5381 2.15152 4.10623 3.86364 4.23982 3.76132 3.65703 6.5897 3.54892 4.70901 3.30458 3.18424 2.88399 4.47672 4.04933 5.55045 2.97323 2.95874 2.82957 2.54621 2.45683 2.42745 4.88102 2.26516 2.22017 4.44373 2.72822 threshold=4.5000000000000009 2.1666666666666674 200.00000000000003 3.5000000000000004 1.0000000180025095e-35 1.1000000000000003 0.70000000000000007 4.9000000000000012 3.7000000000000006 1.1666666666666672 1.4250000000000007 0.50000000000000011 2.3000000000000007 2.7000000000000006 4.3000000000000016 2.9000000000000008 2.1000000000000005 1.1950000000000005 2.1050000000000009 7.1000000000000005 -2.1666666666666656 1.2350000000000008 1.5650000000000008 4.7000000000000011 8.1000000000000014 1.7300000000000004 725.00000000000011 1.9100000000000006 1.7400000000000007 0.88500000000000023 decision_type=2 2 2 2 2 2 2 2 2 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 15 6 11 8 -8 24 13 -6 -13 -11 -12 20 17 18 -17 23 22 -19 -2 -18 26 -26 -7 29 -29 -22 right_child=4 2 3 -5 5 9 7 -9 -10 10 14 12 -14 -15 -16 16 19 21 -20 -21 27 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00023053200615906404 -0.0031272354019998925 0.040385607087606544 -0.017852917352029356 0.010651129613167309 0.014332662857931944 -0.0030243901320587459 -0.016398634947959945 0.0044572768255724815 -0.00019420784143737275 0.025748403083199447 -0.0044796901250632242 -0.0011380369221141828 -0.013692104599029765 0.0046167850260604654 0.0034273350114833686 -0.010710443406820865 -0.010653591885941645 0.014572635524605679 0.015531636431214057 0.017573686680073752 -0.0071647082243049979 0.0023179754908110371 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0.002704 -0.00279768 -0.00200503 0.000441623 -0.00265808 -0.00373724 0.00569433 -0.00250927 0.000293758 0.00157274 0.00208339 -0.00616446 -0.00642117 -0.000483422 0.00255967 -0.0117594 -0.00830292 -0.0030742 0.00467416 -0.00339622 -0.000338031 -0.00427144 -2.12443e-05 internal_weight=7872.98 3433.73 22.388 16.4473 4439.25 1827.99 569.786 395.59 95.6007 1258.2 382.624 174.197 163.793 137.633 244.991 2611.26 986.996 927.732 50.6479 59.2639 1624.27 877.084 20.6764 54.9542 875.581 34.9373 840.643 1603.59 119.523 1484.07 internal_count=27017 10853 76 57 16164 6747 1809 1272 299 4938 1547 537 507 656 891 9417 3759 3445 316 314 5658 3129 89 299 3391 112 3279 5569 349 5220 is_linear=0 shrinkage=0.03 Tree=660 num_leaves=31 num_cat=0 split_feature=10 12 12 5 5 8 12 8 10 6 10 10 8 2 11 4 2 10 5 7 11 13 5 3 3 8 10 3 4 10 split_gain=0.640877 2.48868 2.9288 3.60807 4.06416 3.88885 3.63328 3.2491 4.5349 3.462 3.33958 3.17638 3.07221 2.49916 3.31312 2.81187 2.8009 3.87275 3.00646 2.58992 3.75045 3.20615 2.46879 2.23806 3.58863 2.94318 2.16001 2.81033 3.39643 2.36717 threshold=-0.49999999999999994 3.5000000000000004 2.5000000000000004 1.0150000000000008 1.1250000000000007 8.3000000000000025 2.7000000000000006 6.9000000000000012 -1.1666666666666663 0.90000000000000013 -2.4999999999999991 -1.8333333333333328 6.3000000000000016 3.1000000000000005 0.83333333333333337 2.3950000000000009 2.5000000000000004 -1.1666666666666663 1.9350000000000005 1.9000000000000001 0.83333333333333337 3.9000000000000008 0.93000000000000027 3.7000000000000006 3.5000000000000004 5.5000000000000009 -0.33333333333333309 0.3000000000000001 1.3950000000000007 -0.33333333333333331 decision_type=2 2 2 2 2 2 2 2 2 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 11 6 -6 -5 10 9 -9 -1 -4 -12 16 -15 -16 19 -18 -19 21 -21 -3 -10 24 26 -26 27 28 -2 -29 right_child=23 13 3 4 5 -7 -8 8 22 -11 12 -13 -14 14 15 -17 17 18 -20 20 -22 -23 -24 -25 25 -27 -28 29 -30 -31 leaf_value=-0.017510910916799648 0.018970400274928211 -0.0014244210777155115 0.028623057429974733 0.0050542146051631614 0.0018919736189247204 0.017078592759402853 -0.011386747875373577 -0.013516476317958369 0.0055222495135200302 0.0087947865459044941 4.8929151061073994e-05 0.006876038766019831 0.0064114174516375442 0.012993365469228071 -0.021497890080202843 0.0081845302172910851 -0.01235302463677051 0.0035270061607593911 -0.016541202345407964 0.010697195757404229 -0.011153671971962778 -0.021514317669028761 -0.012305911698309623 -0.011454650875052545 0.0032901613425525139 0.034258185267275372 9.6546440866102407e-05 -0.00053924724203524587 -0.0033308719860460872 -0.0033441881841493786 leaf_weight=9.4014261066913587 13.342872351408007 295.58315864950418 7.2203591465950003 17.701231077313423 832.61172237247229 15.457174092531202 38.211675107479095 8.2392870858311635 7.985528737306594 26.045488089323044 1111.0802932232618 37.124513983726501 72.776755228638649 22.343640111386776 5.8123729526996595 5.6786108016967773 51.30648535490036 35.865590900182724 8.2673488631844503 33.106316462159157 8.9890078604221326 7.3266258239746085 56.106488898396492 15.786041684448717 6.3321710824966413 4.8989513218402863 5090.9191579371691 775.80973491817713 11.395237192511557 415.97590315341949 leaf_count=26 37 973 26 53 2486 51 117 26 26 74 3158 121 204 89 18 22 161 118 26 96 26 27 160 102 32 15 15157 2332 33 1225 internal_value=-7.5883e-06 0.000378108 0.000796111 0.00206212 0.00165227 0.00216877 -0.00618177 -0.000133402 -0.00537368 0.00343296 0.000298627 0.010417 0.000440059 -0.00159606 0.0062611 -0.00682944 -0.00219965 -0.0067482 -0.000232337 -0.000941371 0.00603118 -0.00191035 -0.0100846 -0.000172855 -0.000144669 0.0167982 -0.000174838 -0.00131053 0.00869766 -0.00151827 internal_weight=9048.7 2714.24 2239.96 948.327 903.982 848.069 55.9129 1291.64 98.3768 34.2848 1193.26 44.3449 1183.86 474.279 33.8346 11.491 440.445 95.4394 44.1329 345.005 42.0953 302.91 64.092 6334.46 6318.67 11.2311 6307.44 1216.52 24.7381 1191.79 internal_count=27017 8084 6528 2854 2707 2537 170 3674 286 100 3388 147 3362 1556 129 40 1427 305 144 1122 122 1000 186 18933 18831 47 18784 3627 70 3557 is_linear=0 shrinkage=0.03 Tree=661 num_leaves=31 num_cat=0 split_feature=12 4 0 10 10 13 2 5 5 7 13 0 12 2 11 13 10 10 3 7 6 0 13 13 9 13 3 9 13 5 split_gain=0.482362 2.88567 2.76576 2.06713 2.764 2.19688 0.938559 2.91855 2.35673 1.96157 1.91145 1.89304 0.845857 0.825228 3.11745 3.89076 3.75948 3.75795 3.11373 2.9233 2.66315 0.714746 3.05675 5.09533 2.83509 2.78622 3.84003 2.54326 0.252105 0.150095 threshold=0.90000000000000013 1.2650000000000008 475.00000000000006 0.33333333333333326 -0.49999999999999994 3.7000000000000006 0.3000000000000001 1.9750000000000003 1.1150000000000009 2.1000000000000005 2.7000000000000006 475.00000000000006 1.1000000000000003 0.50000000000000011 -1.0000000180025095e-35 2.5000000000000004 -1.0000000180025095e-35 -0.83333333333333315 1.1000000000000003 1.3 1.1000000000000003 475.00000000000006 2.9000000000000008 3.9000000000000008 4.1000000000000005 3.1000000000000005 0.50000000000000011 5.1000000000000005 3.1000000000000005 1.0350000000000008 decision_type=2 2 2 2 2 2 2 2 2 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 29 7 8 12 11 -9 -10 -2 14 16 19 17 -8 -18 -16 -17 25 24 -24 -23 27 -27 -15 -5 -6 right_child=6 2 -4 28 5 -7 13 10 9 -11 -12 -13 -14 21 15 20 18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0021586266759492474 0.0015559410116983486 0.018974180330342073 -0.0058777866196025172 0.0079855335317852681 -0.020677872502940713 -0.0026883207347955769 0.0078023856287001321 -0.020855647678569077 0.0093482060695236589 0.019655176429410219 0.0028910011312991537 0.00038012974044550688 -0.013129398403020992 0.0012434425641992236 -0.0010589659628756944 0.0064779838802885986 0.01574120985200278 -0.0079940471528668292 0.0022018923819462177 0.015210508437599572 -0.0086487782152390082 -0.00229207358652873 0.002387331390619358 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0.00600744 -0.0110101 0.00462518 -0.00698741 4.6157e-06 -0.0014757 -0.00387293 0.00213754 -0.00308523 0.00715209 0.00153873 -0.00719588 7.32187e-05 0.000364234 0.00138664 -0.000374998 -0.000243033 -0.00158755 0.000313781 0.00363477 -0.0245948 internal_weight=7490.43 56.3543 16.3135 40.0408 28.4913 19.3272 7434.08 120.66 108.091 93.5832 12.5695 84.9767 14.5078 7313.41 323.918 194.726 129.193 63.2825 65.9101 74.0803 120.645 6989.5 3639.98 1527.44 2112.54 3349.52 980.923 2368.6 11.5495 13.3724 internal_count=27017 198 58 140 100 68 26819 415 361 312 54 285 49 26404 1133 681 452 222 230 255 426 25271 13471 5498 7973 11800 3436 8364 40 48 is_linear=0 shrinkage=0.03 Tree=662 num_leaves=24 num_cat=0 split_feature=3 6 5 10 0 4 9 4 12 4 5 5 4 12 4 10 13 4 7 9 4 4 13 split_gain=0.664457 2.06122 0.715304 3.59424 2.88393 2.14528 3.34327 2.28569 2.03516 1.92718 0.767391 3.49955 2.92631 2.8455 4.40533 4.39289 3.20913 2.70608 2.3613 1.13751 5.80418 1.39313 0.262882 threshold=1.0000000180025095e-35 1.5000000000000002 0.76500000000000024 -1.1666666666666663 350.00000000000006 1.2150000000000005 2.9000000000000004 1.445000000000001 1.1000000000000003 1.2850000000000008 0.87000000000000033 0.90500000000000014 1.0050000000000006 2.7000000000000006 1.6550000000000002 1.1666666666666672 2.3000000000000007 1.5550000000000008 2.3000000000000003 3.1000000000000005 0.77500000000000036 0.53500000000000014 2.3000000000000007 decision_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 -2 5 6 -5 -7 -6 -10 13 12 -12 14 15 -4 -16 -15 -14 20 -13 -21 -19 right_child=2 -3 10 4 8 7 -8 -9 9 -11 11 19 18 17 16 -17 -18 22 -20 21 -22 -23 -24 leaf_value=-0.019046492879670297 0.018885086328885154 0.0076828152616691247 -0.00028090348073334662 -0.0023871646242543151 0.0061035494362881859 -0.024980874203511343 0.023295064461003 0.001690766863636206 -0.02239405608668614 -0.0072646099257199044 0.0066645905213347659 0.019416651651413475 -0.013253418494296123 0.008618817898623992 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-0.00148477 0.000126481 -0.0199082 internal_weight=7871.91 10.5879 7861.32 74.2787 68.0548 31.4428 18.8659 12.577 36.612 31.0767 7787.04 7651.26 58.7992 135.783 122.086 104.531 17.5544 13.6976 47.8281 7592.46 417.271 7175.19 9.2804 internal_count=27017 59 26958 353 318 130 69 61 188 167 26605 26044 243 561 476 391 85 85 207 25801 1619 24182 65 is_linear=0 shrinkage=0.03 Tree=663 num_leaves=30 num_cat=0 split_feature=9 6 2 4 8 4 13 0 2 4 7 9 13 0 10 10 6 10 4 7 5 0 11 10 8 9 12 13 11 split_gain=0.618877 1.63633 2.74409 3.85354 2.76483 2.72674 2.40707 3.382 3.80744 3.34242 2.25428 3.33681 2.20324 1.64737 1.63965 1.27118 1.11053 2.84427 2.79045 2.55431 2.28019 5.18883 2.41666 1.90348 4.10467 3.10001 2.23729 1.68716 1.61973 threshold=6.3000000000000016 2.3000000000000003 1.7000000000000004 1.7150000000000005 2.5000000000000004 0.71500000000000019 3.7000000000000006 350.00000000000006 1.5000000000000002 1.2050000000000007 1.7000000000000004 7.7000000000000002 2.3000000000000007 200.00000000000003 1.0000000180025095e-35 -3.1666666666666661 2.1000000000000005 -1.4999999999999996 1.5950000000000004 1.5000000000000002 2.0750000000000011 525.00000000000011 1.5000000000000004 -1.4999999999999996 3.5000000000000004 5.1000000000000005 3.3000000000000007 5.1000000000000005 1.1666666666666672 decision_type=2 2 2 2 2 2 2 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 5 3 4 -3 -2 10 9 -9 -8 12 -12 -7 -6 -4 -1 23 18 19 -18 22 -22 -19 24 25 -17 -26 28 -25 right_child=1 2 14 -5 13 6 7 8 -10 -11 11 -13 -14 -15 -16 16 17 20 -20 -21 21 -23 -24 27 26 -27 -28 -29 -30 leaf_value=-0.011988928089914894 -0.016917922902545512 0.024082640094051196 -0.018532278301874715 0.024001219520409865 -0.0091991660329410196 0.00035518847127921405 -0.016784499536093091 -0.0044602239420028361 -0.021594304866068767 0.0077612362989760118 0.00062854038990514227 0.010388601930037449 -0.0022510687427718806 0.0035117552955738996 0.00087470470288968864 0.016453678145259085 -0.020964494307061404 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-0.000551018 0.00317055 0.00532702 0.0031116 -0.000804776 -0.000700452 -0.00571978 -0.0103256 0.00242126 -0.000402896 0.00253624 -0.000907006 0.00152825 -0.00833432 0.000105909 0.00011854 -0.000867992 -0.00825999 -0.0124264 -0.00048449 0.00775682 -0.000774559 0.000253971 0.0023604 0.0112131 0.00121615 0.000130329 0.000111178 internal_weight=9048 1559.44 99.5442 83.8309 74.9403 1459.89 1450.5 81.1762 51.8449 29.3314 1369.32 200.476 1168.85 69.6794 15.7133 7488.56 7480.75 902.991 44.5371 34.054 858.454 29.1876 829.267 6577.76 364.69 41.7423 322.948 6213.07 6203.76 internal_count=27017 5073 358 301 274 4715 4679 238 153 85 4441 577 3864 254 57 21944 21921 2713 137 106 2576 120 2456 19208 1073 119 954 18135 18108 is_linear=0 shrinkage=0.03 Tree=664 num_leaves=23 num_cat=0 split_feature=11 2 9 4 4 4 0 7 4 13 13 11 9 4 4 3 8 2 2 6 5 3 split_gain=0.479535 0.492913 4.372 3.0627 3.4722 3.25879 2.44948 1.92948 0.979408 2.08409 4.57007 3.68612 2.09412 0.98668 2.08603 2.03582 0.868306 0.776684 0.478776 0.372701 0.161421 0.00265308 threshold=3.1666666666666674 2.9000000000000004 7.7000000000000002 2.5450000000000008 2.5050000000000012 2.725000000000001 725.00000000000011 1.7000000000000004 2.6350000000000011 2.3000000000000007 1.9000000000000001 0.33333333333333326 4.9000000000000012 2.3550000000000009 2.3750000000000009 1.1000000000000003 0.70000000000000007 2.7000000000000006 2.5000000000000004 1.3 2.0450000000000008 1.9000000000000001 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 8 3 4 6 21 -3 -7 13 10 11 -10 -11 16 18 -16 -1 -18 -15 -2 -4 -5 right_child=19 2 20 5 -6 7 -8 -9 9 12 -12 -13 -14 14 15 -17 17 -19 -20 -21 -22 -23 leaf_value=-0.011053764848175295 -0.01267565799330995 0.0010925831590965966 -0.015552655045892403 -0.021879129151223198 0.032064107413130309 -0.0072994214325524578 0.011382500503377859 0.013547126654483118 0.018501313822373341 0.0069967711554617378 0.036457446779429185 -0.018884285319479895 -0.018366798016440623 -0.023763098257890729 -0.010159593746537163 0.0019520157146210334 5.5146910874625269e-05 -0.0031715784408205701 -0.0094538304116012477 -0.00082521939846385531 -0.024399036321954819 -0.023090170395683576 leaf_weight=6.3725998401641837 4.7287934422492963 66.437139812856913 3.382223241031169 5.5838874578475979 4.2367495894432059 9.7928995117545146 30.323653746396303 6.7503171302378169 5.1176048293709773 7.097207769751547 5.047626018524169 4.4267162680625916 4.9892297089099884 4.7863911315798742 17.728371992707253 42.275436460971832 7178.4362629428506 67.771018534898758 3.7557792998850346 4.8264131024479866 4.1150068119168282 2.2981417030096054 leaf_count=29 21 294 19 53 24 55 160 35 23 35 20 20 28 27 107 200 25492 291 22 24 22 16 internal_value=2.6458e-05 3.50369e-05 0.00184562 0.00317585 0.00548127 -0.00635695 0.00431732 0.00120683 2.28388e-06 0.00573993 0.0133711 0.00116164 -0.0034732 -1.86242e-05 -0.00360104 -0.00162641 1.52341e-05 2.49686e-05 -0.0174717 -0.0066899 -0.0204082 -0.0222322 internal_weight=7490.28 7480.72 132.92 125.423 100.998 24.4252 96.7608 16.5432 7347.8 26.6784 14.5919 9.54432 12.0864 7321.13 68.546 60.0038 7252.58 7246.21 8.54217 9.55521 7.49723 7.88203 internal_count=27017 26972 678 637 478 159 454 90 26294 126 63 43 63 26168 356 307 25812 25783 49 45 41 69 is_linear=0 shrinkage=0.03 Tree=665 num_leaves=31 num_cat=0 split_feature=13 10 11 5 5 8 3 0 6 0 2 13 11 6 6 3 4 4 12 4 8 7 7 3 4 3 8 4 0 2 split_gain=0.665653 3.198 3.72805 3.69456 3.4078 3.18516 3.22226 2.90562 4.27857 4.124 3.9071 2.87871 2.7783 2.58473 2.47564 2.43602 2.27998 6.40359 4.43627 3.9834 4.63072 3.8564 2.24634 2.22476 2.57029 6.72834 3.8937 7.32768 2.01696 2.00251 threshold=2.3000000000000007 -1.0000000180025095e-35 -0.83333333333333315 2.8450000000000011 1.0450000000000006 2.5000000000000004 1.5000000000000002 350.00000000000006 0.3000000000000001 475.00000000000006 1.5000000000000002 1.7000000000000004 1.1666666666666672 1.3 1.7000000000000004 1.3 1.7300000000000004 1.7650000000000006 4.1000000000000005 1.2550000000000006 2.9000000000000004 0.3000000000000001 0.70000000000000007 0.50000000000000011 0.95000000000000018 1.1000000000000003 3.3000000000000003 1.0950000000000009 475.00000000000006 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 16 4 13 6 -6 8 15 10 -9 -11 -10 29 -7 -4 19 -18 -19 20 -3 -21 23 -2 25 -25 28 -28 -26 -1 right_child=22 2 7 -5 5 14 -8 9 12 11 -12 -13 -14 -15 -16 -17 17 18 -20 21 -22 -23 -24 24 26 -27 27 -29 -30 -31 leaf_value=-0.0014026860538292434 0.018539105644639411 -0.014590878233738664 -0.00095350715926253223 -0.017067732962789042 0.0019277524572675448 0.0013799981552439786 0.025574719386683351 -0.010533814773316054 0.0013571496768624652 0.0011461154135632258 -0.0012855404028585839 -0.0034346975766743303 -0.0055610312692737649 -0.018850746912909111 -0.0086465454670067061 -0.027945081814862122 0.039687652909124564 0.010006010412659248 -0.008670277641994047 0.018232317116031425 0.0084389541571249314 -0.0042509500325747691 3.7721003804274075e-05 0.016398623738907332 0.0023489970522157363 -0.016080654622985888 0.02256499720628297 0.0030616708484896529 -0.01424561048392243 -0.022141895282879555 leaf_weight=55.665147311985493 7.9794202744960776 8.8870577663183195 4.9540724754333478 10.329100094735621 11.068554744124414 991.27758096903563 9.7587327063083631 113.63661713898182 367.61098206788301 182.64066817238927 64.418826594948769 381.09457468241453 60.898979805409908 10.883065707981585 22.669753387570381 7.6659104228019714 4.9785326719284049 36.1969786696136 16.740582037717104 7.2958765029907218 67.859036430716515 116.53953654319048 5064.1727285087109 8.2322305142879504 11.540970012545587 18.963849365711212 19.332001283764839 168.06466279923916 15.37153874337673 4.5312797129154196 leaf_count=248 25 26 23 34 33 3404 27 357 1225 677 247 1380 197 41 68 29 18 160 76 21 202 377 17373 23 34 54 55 497 45 41 internal_value=-1.67709e-05 -0.000414423 -0.00134793 0.000791089 0.000957897 0.00139437 0.0130077 -0.00206114 -0.000133082 -0.00320772 -0.00718787 -0.00195059 0.000373952 -0.00539629 0.00115583 -0.0173493 0.00191582 0.00715912 0.00409996 0.000401863 0.00577214 -0.00292633 0.000174629 0.00295367 0.00243872 -0.0062492 0.00354123 0.00507365 -0.0071293 -0.00296383 internal_weight=7871.26 2557.6 1441.42 1116.18 1105.85 1034.77 20.8273 1182.92 441.13 741.791 178.055 563.735 428.51 71.0795 1013.95 12.62 258.498 57.9161 52.9376 200.582 76.7461 123.835 5313.66 249.485 241.505 27.1961 214.309 187.397 26.9125 60.1964 internal_count=27017 8911 5015 3896 3862 3532 60 4135 1474 2661 604 2057 1422 330 3472 52 880 254 236 626 228 398 18106 733 708 77 631 552 79 289 is_linear=0 shrinkage=0.03 Tree=666 num_leaves=31 num_cat=0 split_feature=10 5 3 13 12 6 8 10 6 4 9 8 0 4 10 4 3 3 8 10 3 4 10 5 13 5 8 4 8 4 split_gain=0.626636 2.44866 3.835 4.3049 2.55318 3.26876 3.10964 2.88012 2.85339 3.51267 5.60745 3.96354 3.10942 2.82366 2.50537 2.20989 2.17439 3.41719 2.80447 2.06733 2.68377 3.24983 2.26826 2.04718 4.36185 3.22234 1.90032 1.67851 1.66915 1.3015 threshold=-0.49999999999999994 1.4450000000000007 0.50000000000000011 4.7000000000000011 2.5000000000000004 3.1000000000000005 2.1000000000000005 -2.4999999999999991 2.1000000000000005 1.8300000000000005 6.7000000000000002 6.9000000000000012 350.00000000000006 1.4950000000000008 -0.83333333333333315 1.4150000000000007 3.7000000000000006 3.5000000000000004 5.5000000000000009 -0.33333333333333309 0.3000000000000001 1.3950000000000007 -0.33333333333333331 2.2950000000000013 2.7000000000000006 2.2150000000000012 10.100000000000001 0.68500000000000016 5.9000000000000012 1.3550000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 15 23 5 6 -1 -8 9 11 -11 -6 13 -10 -14 -3 17 19 -19 20 21 -2 -22 25 -25 -4 27 -21 -18 -5 right_child=16 2 3 29 8 -7 7 -9 12 10 -12 -13 14 -15 -16 -17 28 18 -20 26 22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.016480807746821868 0.018558941973270657 -0.023415809930645806 -0.00016722316227958916 -0.021076324109088117 0.0045022462915391545 -0.019734235799084669 -0.018174841615973308 0.00040101410655005713 0.017384333661685864 0.00089991928744372366 -0.029513764178622906 0.018341135426049614 -0.016686753471078574 -0.0068539080888746469 0.0019269825886087304 -0.0021493777432776695 -0.019485842454286518 0.003190457255770756 0.033366701331268844 -0.0068017080017934673 -0.00052807349940562243 -0.0032639605486355222 -0.0032743805770609406 4.979196062825557e-05 0.015840665896559955 -0.0092133515013848154 -0.015711563936104213 0.00015756785091144458 0.00040357171571801255 -0.0060990864362505306 leaf_weight=10.739229708909987 13.325414061546327 10.276565581560137 1172.7039970159531 10.837892055511476 307.00669313967228 7.2905268222093573 7.5789878070354453 849.96848504990339 9.0861814618110675 134.69697841256857 5.6862673461437216 19.829204812645912 18.789159744977951 8.2562005817890149 9.9566832035779971 7.6873338147997847 9.2530832476913911 6.3498668000102025 4.9190372973680496 31.385476738214493 775.67913181334734 11.391998112201689 415.73778267204762 54.427187450230122 22.150738209486008 36.543960839509964 6.8375695422291747 5052.4936727583408 6.4407765269279471 10.077176362276075 leaf_count=31 37 30 3518 35 868 23 21 2371 26 477 17 64 54 23 29 23 73 32 15 99 2332 33 1225 225 89 131 22 15036 29 29 internal_value=-6.91673e-06 0.000374524 -0.000548231 -0.000358975 0.00125464 0.000269788 0.000437751 0.000236841 0.00293456 0.00363706 -0.000331996 0.00534185 -0.00418705 0.00584522 -0.0102395 -0.0143152 -0.000170337 -0.000142634 0.0163628 -0.000172126 -0.00128339 0.00850099 -0.00148638 -0.000139368 0.00461742 -0.000440601 9.33477e-05 0.000114605 -0.0113232 -0.0138601 internal_weight=9047.4 2713.59 1324.7 1306.74 1388.88 875.577 868.287 857.547 513.307 467.219 140.383 326.836 46.0882 17.3424 28.7458 17.9639 6333.81 6318.12 11.2689 6306.85 1216.13 24.7174 1191.42 1285.83 76.5779 1209.25 5090.72 5083.88 15.6939 20.9151 internal_count=27017 8084 4080 4027 4004 2446 2423 2392 1558 1426 494 932 132 49 83 53 18933 18831 47 18784 3627 70 3557 3963 314 3649 15157 15135 102 64 is_linear=0 shrinkage=0.03 Tree=667 num_leaves=15 num_cat=0 split_feature=2 8 4 11 7 11 11 8 13 6 4 3 10 13 split_gain=0.473355 1.44408 0.888217 1.44973 0.643706 4.42511 1.1258 0.680995 2.27081 2.67368 1.34205 2.94308 2.58087 0.507752 threshold=3.9000000000000004 5.5000000000000009 2.8450000000000011 0.33333333333333326 1.0000000180025095e-35 -0.66666666666666663 1.0000000180025095e-35 6.9000000000000012 4.7000000000000011 1.9000000000000001 1.8050000000000004 0.70000000000000007 -2.8333333333333326 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 5 -1 -7 10 9 -9 12 -12 -6 -3 right_child=1 13 3 -5 7 6 -8 8 -10 -11 11 -13 -14 -15 leaf_value=0.01206050611247874 0.013213182452246309 -0.022501632870395066 0.015715837847975273 -0.0015198282031131938 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Tree=668 num_leaves=31 num_cat=0 split_feature=3 6 8 11 8 5 5 7 5 13 4 3 2 10 2 11 13 13 7 4 4 12 13 4 10 7 8 2 11 7 split_gain=0.658296 2.62671 4.27723 3.93711 3.32557 4.27336 3.68106 3.10837 3.03901 2.68114 2.63602 3.22285 2.59926 3.34232 3.16651 2.29015 2.18285 2.15316 2.14617 1.96578 2.74312 1.93037 2.12268 4.24671 1.98492 4.80979 4.46745 4.42195 3.59415 2.52825 threshold=0.90000000000000013 1.3 2.5000000000000004 0.50000000000000022 5.7000000000000002 1.4650000000000007 1.4250000000000007 3.1000000000000005 0.98000000000000043 3.7000000000000006 2.2050000000000005 0.70000000000000007 1.1000000000000003 1.0000000180025095e-35 0.90000000000000013 -1.4999999999999996 3.7000000000000006 1.9000000000000001 1.1000000000000003 1.0150000000000006 1.3050000000000008 1.3000000000000003 3.1000000000000005 1.0350000000000008 0.50000000000000022 2.7000000000000006 3.7000000000000006 1.5000000000000002 -0.66666666666666663 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 7 10 6 -6 15 -1 12 17 -12 14 -14 -5 18 -17 -4 -3 -11 -21 22 23 -2 29 26 27 -26 -27 -23 right_child=21 3 4 9 5 -7 -8 -9 -10 19 11 -13 13 -15 -16 16 -18 -19 -20 20 -22 24 -24 -25 25 28 -28 -29 -30 -31 leaf_value=0.0047932809091762807 -0.018499948991902639 0.0056907860394270812 -0.0009590550435997628 -0.0035390137715527446 -0.00091624166958276644 -0.010937399912365522 0.021275736817344775 -0.018663703154982149 -0.021620032181577785 0.0016928867703874275 0.047569042198997304 0.0033359155140322339 -0.014473775352367308 -0.00049543187653674884 0.011622025347981466 -0.0012003774875146795 0.0023839243834555273 0.003368022165380367 -0.015669892945082822 -0.02509179263637815 -0.008486850582111306 0.00058167200573606438 -0.019868297698670413 0.013481778848157971 -0.00021947298305037021 -0.0067584755734456624 -0.0016840714301088954 0.0072369130114187628 0.019913304261806066 -0.0052191922021291018 leaf_weight=5.6652060747146633 7.0091530382633236 5.7358701080083874 142.37391564249992 40.123770207166672 154.84667696431279 39.683651600033045 7.0325391516089431 8.5756686776876432 12.728949844837187 7.8968870639801017 2.5713952332735053 3.5007487758994102 31.766834482550621 29.871410705149174 17.942761853337288 568.46534981951118 209.19026837870479 379.02863797917962 16.159686058759689 14.380538702011107 23.727805156260729 4386.9982860833406 9.0119041502475721 8.0036135017871839 216.08759394288063 6.1951724290847805 1323.4727104976773 107.03911231458187 17.092820137739182 68.678978472948074 leaf_count=21 21 18 544 125 816 180 32 37 41 26 20 29 121 108 59 1949 744 1464 56 52 96 14409 29 24 642 25 4642 337 64 286 internal_value=-1.67825e-05 -0.000535367 0.000802339 -0.00156207 0.00116282 -0.00211493 4.78472e-05 -0.000698296 -0.013485 -0.0057745 0.00241534 0.0220675 -0.00340882 -0.00769953 0.0011458 -0.000505606 -0.000236196 0.00218647 -0.0100741 -0.0119299 -0.0147529 0.000128369 -0.00835879 -0.00144983 0.000161656 -0.000720474 -0.000911949 0.00225053 0.012818 0.000492259 internal_weight=7870.86 1721.27 747.432 973.837 729.038 201.563 161.879 808.127 18.3942 165.71 527.475 6.07214 119.705 61.6382 58.0665 799.551 777.656 521.403 21.8956 46.0052 38.1083 6149.59 24.0247 15.0128 6125.56 1669.89 1646.6 323.127 23.288 4455.68 internal_count=27017 6538 3147 3391 3085 1028 848 2804 62 587 2057 49 413 229 184 2767 2693 2008 74 174 148 20479 74 45 20405 5710 5621 979 89 14695 is_linear=0 shrinkage=0.03 Tree=669 num_leaves=31 num_cat=0 split_feature=9 0 4 2 8 9 13 11 6 12 8 4 13 6 4 6 10 9 9 2 5 11 4 9 5 7 4 12 8 3 split_gain=0.622316 0.643722 2.95709 4.17673 4.01551 4.07959 3.75565 3.6292 3.57883 4.75337 3.48486 3.41892 2.86316 2.18751 2.17595 3.49594 2.20272 1.78611 3.01689 3.67596 1.9798 1.72905 4.06109 5.56414 3.42348 1.87733 3.09996 1.79762 1.59577 1.42332 threshold=10.500000000000002 525.00000000000011 1.2750000000000006 0.90000000000000013 5.5000000000000009 2.9000000000000004 2.7000000000000006 2.1666666666666674 0.50000000000000011 3.3000000000000007 4.1000000000000005 1.6900000000000006 4.3000000000000016 1.9000000000000001 1.2350000000000005 0.90000000000000013 -0.33333333333333331 2.1000000000000005 1.5000000000000002 1.3 1.0750000000000008 1.1666666666666672 1.2450000000000008 3.1000000000000005 1.2250000000000008 0.50000000000000011 1.4950000000000008 4.9000000000000012 4.7000000000000002 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 17 4 6 5 13 10 -7 9 -5 -4 -8 -10 -3 15 -6 -16 18 29 20 -20 25 23 -23 -24 26 -19 -27 -21 -1 right_child=-2 2 3 8 14 7 11 -9 12 -11 -12 -13 -14 -15 16 -17 -18 21 19 28 -22 22 24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.0024571446712706745 -0.0091115605611978828 -0.0042168505550620817 -0.013593782205731696 0.0096516917309769201 0.015939867138142397 0.0013106168772959268 -0.0095382273368913896 0.020735474005545387 -0.0004868364044756769 -0.00066526858140868357 0.0016194941974789481 0.0086971431632980323 0.0067056266722553886 -0.020026354213001408 0.0039093893444420453 0.0020992137110964603 0.022414522843470747 -0.0055601445866108592 0.0086561252823740085 0.011981502139105669 -0.008302372349959744 0.01708246627948205 0.01023646658905397 -0.0041304408641848495 0.0018232333792076933 -0.00020035101907188985 0.00079478479761712988 -0.0053929905840076941 0.030349782986173763 -0.017053569310641149 leaf_weight=6.7502268329262716 6.7509848698973647 39.83298522233963 15.558416008949278 80.26809686422348 20.470367357134819 721.78971504792571 104.58969075977802 8.7614774629473668 1401.9722135365009 80.500722646713257 105.04759855568409 10.151572525501249 51.646837204694748 9.8184876590967161 9.7782642990350741 83.101773492991924 14.190762177109717 157.77980142459273 15.24186345934868 10.295866310596468 10.439090982079504 11.948373556137083 48.444991379976273 162.20041817426682 429.01518383622169 5232.7162597849965 122.89251803606749 60.69793888926506 7.2570932358503333 6.7103165090084076 leaf_count=21 31 112 48 267 58 2192 304 32 4319 279 317 28 150 29 29 245 40 566 42 29 30 34 138 532 1297 15192 390 223 23 20 internal_value=-6.54073e-06 2.58912e-07 0.000382375 -0.00030584 0.00178477 0.000978034 -0.0040395 0.00154358 0.000238457 0.00448575 -0.000343049 -0.00792488 -0.000231289 -0.00734315 0.00671979 0.00483473 0.0148653 -0.00016746 0.00513329 0.00899473 0.00176264 -0.000215732 0.00124653 -0.00267502 0.00267687 -0.000386669 -0.00277764 -0.000259893 0.0195757 -0.00726929 internal_weight=9046.62 9039.87 2757.48 1849.74 907.744 780.203 235.347 730.551 1614.39 160.769 120.606 114.741 1453.62 49.6515 127.541 103.572 23.969 6282.39 56.6945 43.2339 25.681 6225.7 651.609 174.149 477.46 5574.09 280.672 5293.41 17.553 13.4605 internal_count=27017 26986 8449 5712 2737 2365 697 2224 5015 546 365 332 4469 141 372 303 69 18537 165 124 72 18372 2001 566 1435 16371 956 15415 52 41 is_linear=0 shrinkage=0.03 Tree=670 num_leaves=24 num_cat=0 split_feature=13 6 4 11 12 12 13 3 8 4 4 8 9 9 5 11 6 8 5 6 7 6 9 split_gain=0.48218 1.99619 5.17746 1.87788 1.54897 2.61041 2.46458 1.85411 0.941453 0.775024 3.19608 2.36921 2.98522 2.42635 3.16514 2.66928 2.21973 2.44257 2.29295 1.80668 4.42008 2.5802 0.923591 threshold=5.3000000000000016 3.3000000000000003 1.1150000000000007 0.83333333333333337 2.3000000000000007 1.5000000000000002 5.5000000000000009 0.90000000000000013 4.3000000000000016 1.1050000000000006 1.1350000000000007 6.5000000000000009 6.1000000000000005 2.9000000000000004 1.0250000000000006 -1.1666666666666663 0.90000000000000013 3.5000000000000004 1.8450000000000004 2.7000000000000006 1.7000000000000004 2.5000000000000004 4.3000000000000016 decision_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 9 -3 4 5 -2 -6 -7 -8 11 16 13 22 14 -1 -15 17 -11 -18 21 -21 -12 -13 right_child=3 2 -4 -5 6 7 8 -9 -10 10 19 12 -14 15 -16 -17 18 -19 -20 20 -22 -23 -24 leaf_value=-0.0026038020773994958 -0.012349039599955272 0.025758597456719344 -0.008931293988205094 -0.017942094522480165 -0.021526050139442084 0.022336257393365845 0.0088110156960689249 0.0020495576523541907 -0.0073907567433749936 0.0091163115525466302 1.9863145217117712e-05 -0.026351370786411008 0.0085169030642517751 -0.005539961628897699 0.0092690396630034037 -0.00040292588155550323 0.0036790580469770449 -0.0088754189732835435 0.013226762382709586 -0.0072774184288263866 0.0073239994589540131 0.0048231570560534039 -0.011158450877903544 leaf_weight=34.008434802293777 5.9087942242622402 8.9255007803440076 6.8392290621995917 6.5143304467201224 6.7147667855024364 7.1865370869636562 6.5944127142429334 9.3039963543415052 6.3227850273251534 9.7224147617816907 5707.6820913664997 6.4801963865757015 5.226033702492713 99.271320916712284 49.799493849277496 1097.3104340806603 152.00252175331116 22.524821445345879 26.599622547626495 80.110765859484673 24.324119329452515 102.45772947371006 8.1054504215717298 leaf_count=123 21 25 26 24 26 25 23 34 25 33 20926 24 20 365 156 3719 502 77 103 285 79 345 31 internal_value=2.5649e-05 4.50907e-05 0.010709 -0.00295451 -0.000631615 0.00476003 -0.00678328 0.0108905 0.000880478 2.24509e-05 0.000163656 -0.000642784 -0.0109378 -0.000483487 0.00445116 -0.000829107 0.00379308 -0.00345098 0.00510102 3.427e-05 -0.00387658 0.000104566 -0.0179085 internal_weight=7489.94 7441.39 15.7647 48.5456 42.0313 22.3993 19.632 16.4905 12.9172 7425.63 6125.42 1300.2 19.8117 1280.39 83.8079 1196.58 210.849 32.2472 178.602 5914.57 104.435 5810.14 14.5856 internal_count=27017 26839 51 178 154 80 74 59 48 26788 22350 4438 75 4363 279 4084 715 110 605 21635 364 21271 55 is_linear=0 shrinkage=0.03 Tree=671 num_leaves=21 num_cat=0 split_feature=4 8 11 10 4 6 11 0 0 12 2 5 8 8 10 13 10 7 9 5 split_gain=0.644729 1.22836 1.58119 0.97843 0.946332 1.10014 2.69414 1.43663 1.46812 1.003 0.881864 1.78146 0.823462 0.869258 0.795599 0.721388 2.8379 2.14944 0.319244 0.247317 threshold=2.7150000000000003 8.5000000000000018 0.50000000000000022 0.33333333333333326 2.5850000000000013 1.3 -0.66666666666666619 475.00000000000006 725.00000000000011 6.5000000000000009 3.5000000000000004 1.2450000000000008 6.7000000000000002 7.3000000000000016 1.1666666666666672 2.3000000000000007 -1.0000000180025095e-35 0.70000000000000007 5.1000000000000005 1.6900000000000006 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 2 12 -4 9 6 -6 -8 -9 10 15 -12 -2 -14 -13 16 -1 -17 -3 -15 right_child=1 18 3 -5 5 -7 7 8 -10 -11 11 14 13 19 -16 17 -18 -19 -20 -21 leaf_value=0.00070844226140596707 -0.022095574721122634 -0.0084770531895837983 -0.0030641238265954559 0.017045241701173962 -0.014223505645320857 -0.006003784019226497 0.00063359212429242129 0.039315249274389973 0.013563780688616687 0.01193731663423374 0.013177011033993108 -0.022362146116812229 0.0092165627659351913 -0.021175688768756407 -0.0026397063245569858 0.0029049167353987601 -0.0013199810615539115 4.8479332647952492e-05 -0.0233956039506075 -0.0049457670874442569 leaf_weight=1102.5136082619429 3.2222400456667 2.1292368322610846 3.9909581393003446 4.7925408817827702 3.0902453288435945 4.7059510275721541 3.3201413378119478 3.3494522348046285 4.9182699136435986 6.3101926147937766 2.5609242916107169 5.3049351349472982 2.7364048548042774 1.7897840887308123 2.8190666064620018 248.80042167007923 1420.6254703961313 5038.3423101920635 3.2790511325001717 1.6008003428578375 leaf_count=3812 32 26 24 25 21 29 18 15 40 23 24 45 18 29 17 728 4884 17169 26 12 internal_value=-1.68913e-05 -0.00497421 -0.00123163 0.00790815 -2.01867e-06 0.00661837 0.0106652 0.0173025 0.0239963 -1.84139e-05 -2.80601e-05 -0.00864076 -0.00981836 -0.00336166 -0.0155184 -1.62775e-05 -0.000433639 0.000182897 -0.0175222 -0.013513 internal_weight=7870.2 23.541 18.1327 8.7835 7846.66 19.3841 14.6781 11.5879 8.26772 7827.28 7820.97 10.6849 9.34923 6.12699 8.124 7810.28 2523.14 5287.14 5.40829 3.39058 internal_count=27017 192 140 49 26825 123 94 73 55 26702 26679 86 91 59 62 26593 8696 17897 52 41 is_linear=0 shrinkage=0.03 Tree=672 num_leaves=31 num_cat=0 split_feature=10 5 3 13 5 6 5 12 12 5 6 4 13 8 11 12 9 10 4 5 6 4 5 11 10 3 4 10 9 9 split_gain=0.619445 2.33133 3.7155 4.16465 2.4551 7.88426 3.40841 4.85483 5.54453 4.85165 4.71869 3.91275 3.90204 3.21146 3.80631 3.00864 2.44714 2.55775 2.13978 2.1273 2.51989 1.96885 5.00151 1.98221 1.95352 2.55941 3.13335 2.00665 3.41914 2.54544 threshold=-0.49999999999999994 1.4450000000000007 0.50000000000000011 4.7000000000000011 1.2550000000000006 1.9000000000000001 1.0550000000000006 2.1000000000000005 1.9000000000000001 1.1050000000000006 1.5000000000000002 1.8200000000000007 4.3000000000000016 4.7000000000000002 -1.4999999999999996 3.5000000000000004 4.9000000000000012 -1.1666666666666663 1.4150000000000007 2.7050000000000005 1.1000000000000003 1.8300000000000005 2.7150000000000007 1.5000000000000004 -0.33333333333333309 0.3000000000000001 1.3450000000000006 -0.33333333333333331 6.9000000000000012 8.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 18 21 6 13 7 8 -1 10 -8 -9 -11 14 -6 -15 17 -7 -3 24 -21 23 -23 -4 25 26 -2 29 -29 -27 right_child=19 2 3 -5 5 16 9 11 -10 12 -12 -13 -14 15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 27 -28 28 -30 -31 leaf_value=0.0022666515161524235 0.01981126548499916 -0.023100834565993263 0.00086062106646202273 -0.013653628635851687 0.027969503770517712 -0.0093464418024980633 -0.012244568726015993 0.0098988342523620571 -0.010428402747660489 -0.00056462625301418961 0.00093281144007922043 -0.0023361349241186684 0.013306254149619086 0.0034017070786271581 0.00629540089267482 -0.0058404721268459636 -0.010115541814354857 0.0030834284528268325 -0.0021438551305036193 0.0056797345225967875 -0.013985811352798834 -0.0030579295453756279 0.022761780081152712 -0.0041464949390535915 0.0001261740716888013 -0.00032779863206245063 -0.0016115482567033382 -0.0039939998758626583 0.0051009562003851696 -0.016892589285041091 leaf_weight=135.10596384108067 11.481030166149141 10.213999867439272 937.5411432236433 20.814501851797104 7.5563016533851615 22.128020465373993 63.770919889211655 99.432412318885326 40.16805163025856 362.64008679986 39.672034978866577 30.814746379852295 19.220065519213676 233.79533942043781 208.72589626908302 36.672831811010838 43.187710419297218 45.609017938375473 7.6832583844661704 8.2319853305816668 20.388273794203997 264.08064212650061 6.9292986541986457 77.000856667757034 5088.5647782683372 766.3481444939971 13.220086276531218 374.76862820237875 41.300976440310478 8.4409481734037382 leaf_count=374 32 30 2898 64 21 62 185 290 113 1047 111 115 55 668 584 122 127 130 23 37 114 788 26 251 15158 2296 38 1093 134 31 internal_value=-6.50004e-06 0.000372812 -0.000527727 -0.000341731 0.00123169 0.00268277 0.00013502 0.00261726 -0.000642711 -0.00142766 -0.00719083 0.0070042 0.000133533 0.00432763 0.00705263 0.00214856 -0.00453509 -0.000977104 -0.014104 -0.000168986 -0.00832945 -0.000126197 -0.00239776 0.000480595 -0.000131938 -0.00121245 0.00834573 -0.0014107 -0.00309119 -0.000508264 internal_weight=9045.51 2712.76 1324.26 1306.37 1388.5 597.675 790.824 305.521 175.274 485.303 103.443 130.247 381.86 486.75 216.282 270.468 110.925 67.737 17.8973 6332.74 28.6203 1285.55 271.01 1014.54 6304.12 1215.56 24.7011 1190.86 416.07 774.789 internal_count=27017 8084 4080 4027 4004 1714 2290 892 487 1398 296 405 1102 1395 605 790 319 192 53 18933 151 3963 814 3149 18782 3624 70 3554 1227 2327 is_linear=0 shrinkage=0.03 Tree=673 num_leaves=31 num_cat=0 split_feature=9 5 2 7 4 5 2 4 12 6 2 10 5 5 4 2 6 12 8 13 12 12 8 0 3 6 3 0 3 0 split_gain=0.469436 2.19303 1.73979 3.67466 2.98104 1.88703 1.5669 1.76583 4.01244 4.55955 2.27035 1.93383 3.11107 2.46594 1.78488 1.69437 1.6866 1.27425 2.09418 1.27072 1.27008 1.71865 2.38437 2.53275 1.8707 2.59023 2.37208 1.55431 1.0575 0.585841 threshold=5.3000000000000016 2.225000000000001 1.1000000000000003 0.70000000000000007 1.3650000000000009 2.2850000000000006 3.5000000000000004 2.265000000000001 3.1000000000000005 1.1000000000000003 1.7000000000000004 2.5000000000000004 1.7250000000000003 0.89000000000000024 2.2350000000000008 3.3000000000000003 1.5000000000000002 5.1000000000000005 6.1000000000000005 2.1000000000000005 5.700000000000002 4.9000000000000012 5.3000000000000016 525.00000000000011 2.3000000000000003 1.3 2.1000000000000005 350.00000000000006 0.50000000000000011 525.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -4 -5 7 11 9 10 -9 13 -13 28 -15 16 -10 18 -6 -8 21 24 23 -23 26 -26 -1 -24 -2 -22 right_child=6 2 4 5 17 -7 19 8 15 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 29 22 27 -25 25 -27 -28 -29 -30 -31 leaf_value=0.00011748108778868075 -0.020655052502395532 0.028845044002715984 -0.018869894450957197 0.015913892910291556 0.0025436205735979971 -0.006534328585032799 -0.02246391063281792 0.046211418726026215 -0.0025914360881303515 -0.00093425370462312364 0.016958754308086552 -0.0015927742796901106 0.026258420058441298 -0.00030021393358673751 -0.012917443211750331 0.016702215507877871 0.010458436668394513 -0.0064167849279013452 0.023015842195185526 -0.0013501752834443235 -0.0029330007119750239 0.0073209490929382953 0.014852981886168555 0.032602454632325389 0.0012882848157689838 -0.0056823438906780975 0.0040988789827047451 -0.0057151057868751838 -0.005157514839133865 -0.018775717363324812 leaf_weight=4088.9971362389624 7.2253263965249088 8.077227860689165 5.2498883455991772 6.0107560157775861 13.194733843207365 7.6716891005635262 5.1616048552095872 4.5030262470245379 55.309727784246206 7.1661634594202033 5.0834641978144646 8.3133327513933164 6.3797122389078131 2828.5772540420294 10.126864381134508 5.5983335748314849 10.625720202922819 5.8297065943479529 6.8221984207630149 5.100516751408577 3.8980147168040258 12.070454284548761 4.3437819704413441 5.0620446503162375 82.940415576100349 113.81330539286137 139.26655703037977 13.849559076130388 8.7760133892297727 4.5559705942869186 leaf_count=14564 33 26 25 19 47 32 43 17 254 30 28 31 20 10250 48 27 44 24 22 36 19 45 18 22 289 407 468 69 36 24 internal_value=2.5584e-05 0.000218008 0.00629295 0.0127995 0.00174001 0.00332727 -0.000267573 -0.00022697 0.00395199 0.0171678 0.0306995 -0.00035555 0.0105002 -0.000411424 -0.000345225 0.000856957 -0.000488405 0.00592623 0.00952099 -0.0119699 0.000146155 0.000168173 0.00675904 0.0147907 0.000115557 -0.00274391 0.000248617 -0.000804337 -0.0121554 -0.0114709 internal_weight=7489.6 4521.65 52.8562 21.7597 31.0965 13.6824 2967.95 2957.68 88.2864 16.7527 9.58649 2869.4 14.693 2854.71 2838.7 71.5338 65.9354 25.8466 20.0169 10.2621 4468.8 4460.34 35.3258 17.1325 4425.02 196.754 4228.26 18.1933 16.0013 8.45399 internal_count=27017 16120 195 77 118 51 10897 10818 400 75 45 10418 51 10367 10298 325 298 93 69 79 15925 15882 154 67 15728 696 15032 87 69 43 is_linear=0 shrinkage=0.03 Tree=674 num_leaves=12 num_cat=0 split_feature=5 5 0 5 10 11 0 9 10 8 3 split_gain=0.6402 0.829725 2.656 1.07292 2.57439 1.08473 1.81871 1.48022 0.677416 2.88367 0.798851 threshold=3.2250000000000001 2.9150000000000005 475.00000000000006 2.8350000000000004 -1.0000000180025095e-35 -2.8333333333333326 350.00000000000006 6.1000000000000005 -2.1666666666666656 6.1000000000000005 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 6 -1 -8 9 -7 -10 right_child=-2 2 -4 4 -6 8 7 -9 10 -11 -12 leaf_value=-0.0036720846895216853 -0.0089329911092882533 0.016390575677507818 -0.0064634824328642067 -0.022356418956985737 0.0041956544360219018 0.0010530776303128511 0.023246906335634192 0.0030089454918480691 -0.00057203428948444663 -0.01086184421178054 0.00016357824920292395 leaf_weight=9.1111672073602694 7.2411449104547492 10.391463756561281 8.1786664724349958 6.3345727324485779 6.8296566233038885 58.114210091531277 6.9606460779905301 6.1058302819728851 1705.0587364174426 26.671414814889431 6018.509318921715 leaf_count=28 24 35 28 19 25 225 22 21 6460 131 19999 internal_value=-1.68775e-05 -8.66573e-06 0.00632518 -2.36613e-05 -0.00858109 -9.275e-06 0.00661606 0.0137899 -2.80926e-05 -0.00269506 1.18406e-06 internal_weight=7869.51 7862.27 18.5701 7843.7 13.1642 7830.53 22.1776 13.0665 7808.35 84.7856 7723.57 internal_count=27017 26993 63 26930 44 26886 71 43 26815 356 26459 is_linear=0 shrinkage=0.03 Tree=675 num_leaves=18 num_cat=0 split_feature=13 13 0 4 2 8 9 13 6 12 9 9 2 11 4 7 3 split_gain=0.613235 0.673362 0.644721 2.94998 3.99404 3.81988 3.71563 3.60444 3.34234 2.09201 1.7272 2.92469 3.54523 1.6391 3.92697 1.80679 1.37288 threshold=6.1000000000000005 5.9000000000000012 525.00000000000011 1.2750000000000006 0.90000000000000013 5.5000000000000009 2.9000000000000004 2.7000000000000006 0.50000000000000011 2.9000000000000008 2.1000000000000005 1.5000000000000002 1.3 1.1666666666666672 1.2450000000000008 0.50000000000000011 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 5 7 6 -4 -5 -6 -7 11 16 -13 15 -15 -12 -1 right_child=-2 -3 3 4 8 9 -8 -9 -10 -11 13 12 -14 14 -16 -17 -18 leaf_value=0.0023871482562771522 0.0079876469334224064 -0.0094603031068508543 -0.0069900430092105963 -0.00034375731779604342 0.0043232478430961386 0.0047417457933761507 0.0015278604683700088 -0.0077752721159307214 -0.00023304447045684911 0.014575242718865178 -0.0027355003752710851 0.0017485974286751869 0.019262934184930951 -0.0026670773423157221 0.0026063071167288601 -0.00026439987790478773 -0.016785334291448854 leaf_weight=6.7398349940776807 8.6286582797765714 6.7861893922090522 49.198786050081253 120.56610915064812 160.91794595867395 103.59324279427528 729.47367723286152 114.54372377693653 1455.724956586957 23.977924235165119 280.4317553602159 25.656847953796387 17.493774175643921 173.20172139257193 477.40594930201769 5284.0669377148151 6.7058338075876236 leaf_count=21 25 20 140 365 547 295 2222 332 4478 77 957 72 52 564 1437 15393 20 internal_value=-6.20131e-06 -1.38344e-05 -6.73497e-06 0.000375532 -0.000310849 0.00177803 0.000989675 -0.00396433 0.000220481 0.00659002 -0.000174838 0.00504228 0.00884912 -0.000222346 0.00120245 -0.000388935 -0.00717485 internal_weight=9045.11 9036.49 9029.7 2758 1851.75 906.244 778.672 235.11 1616.64 127.571 6271.7 56.5963 43.1506 6215.11 650.608 5564.5 13.4457 internal_count=27017 26992 26972 8456 5722 2734 2362 697 5025 372 18516 165 124 18351 2001 16350 41 is_linear=0 shrinkage=0.03 Tree=676 num_leaves=19 num_cat=0 split_feature=11 11 10 6 6 3 5 12 8 9 9 8 5 2 0 12 12 6 split_gain=0.466631 0.466743 2.06558 2.65979 2.03874 2.69188 2.58805 1.93258 1.91074 1.85932 1.96666 1.55427 0.755775 0.648217 1.44528 0.889657 0.936388 0.361495 threshold=3.1666666666666674 1.8333333333333337 -0.83333333333333315 1.3 1.1000000000000003 2.5000000000000004 1.3150000000000006 4.700000000000002 6.1000000000000005 5.9000000000000012 4.3000000000000016 3.7000000000000006 3.0650000000000008 3.9000000000000004 575.00000000000011 6.1000000000000005 5.5000000000000009 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 8 4 6 -6 -4 11 9 10 -3 -5 13 15 -15 16 -1 -2 right_child=17 2 3 7 5 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 leaf_value=-1.5097656968094217e-06 -0.012537775904110482 0.0025801452783210722 -0.017475782506209996 0.0052946836952235997 0.0045280322254884547 0.025925742614856969 0.0029700448815392247 -0.017875273139609637 -0.0063346380671891979 -0.00044857397993786405 0.022741886433954892 -0.0044002906022034272 0.0085797937453382447 0.0062232299534355235 -0.021878486600098616 0.0099438823564038069 -0.0060927140242339724 -0.00084304523989126099 leaf_weight=7218.7893778644502 4.6960689276456815 6.3627565354108873 6.1781180799007407 19.36808043718338 17.191764667630199 7.6439897567033759 56.788195498287678 7.6848849803209296 6.7234163135290137 8.3626752495765668 13.7941447943449 64.260570421814919 9.2128448635339719 2.9689725786447516 3.699639156460762 8.0729647204279882 22.785601045936346 4.820907786488533 leaf_count=25997 21 20 22 64 57 25 189 35 24 28 44 228 38 21 39 37 104 24 internal_value=2.49817e-05 3.34284e-05 0.0014131 0.000106804 0.00383496 0.0111139 0.000963945 -0.00347798 0.0080521 0.0114437 0.0163776 -0.00215497 -7.2768e-06 -1.81792e-05 -0.00936715 -9.57953e-06 -2.06757e-05 -0.00661371 internal_weight=7489.4 7479.89 214.359 179.116 87.8021 24.8358 62.9663 91.3135 35.243 28.5196 20.1569 83.6287 7265.53 7256.32 6.66861 7249.65 7241.57 9.51698 internal_count=27017 26972 736 620 293 82 211 327 116 92 64 292 26236 26198 60 26138 26101 45 is_linear=0 shrinkage=0.03 Tree=677 num_leaves=31 num_cat=0 split_feature=11 9 7 9 7 2 5 0 13 4 3 10 5 13 12 13 9 13 2 11 3 0 4 0 10 8 4 11 11 4 split_gain=0.640631 1.53203 1.72464 2.0155 2.31388 1.59952 1.47687 2.5725 1.32257 1.29848 0.750193 1.80255 1.5899 2.99603 2.6437 2.67853 2.16397 1.78086 0.94153 2.63576 2.05277 2.25247 1.4543 2.66652 4.31894 3.29321 2.18025 5.26276 1.2419 1.09149 threshold=2.1666666666666674 5.1000000000000005 1.5000000000000002 6.9000000000000012 0.70000000000000007 1.5000000000000002 1.4750000000000008 475.00000000000006 3.3000000000000007 1.4350000000000007 2.7000000000000006 1.8333333333333339 2.1450000000000009 1.3000000000000003 3.5000000000000004 3.1000000000000005 6.9000000000000012 1.9000000000000001 2.9000000000000004 1.1666666666666672 2.3000000000000003 875.00000000000011 2.475000000000001 525.00000000000011 0.50000000000000022 5.9000000000000012 2.2450000000000014 1.5000000000000004 -2.8333333333333326 2.2950000000000013 decision_type=2 2 2 2 2 2 2 2 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 4 -3 -5 7 -2 -4 -6 18 12 14 16 -12 -16 -14 -15 22 20 21 -20 26 24 -24 -25 28 -28 -1 -21 right_child=1 2 8 5 9 -7 -8 -9 -10 -11 11 -13 13 17 15 -17 -18 -19 19 29 -22 -23 23 25 -26 -27 27 -29 -30 -31 leaf_value=0.0079541629062128763 0.017287581056377229 0.014295687836157395 0.0016296626411308314 -0.018155472878151918 0.004664384912065344 -0.0015679402593624381 -0.0094557007094210593 -0.011050744425206656 0.019162311632788594 -0.0090709891082221081 -0.0096742075159195716 0.013767331980643664 -0.023298805943683644 0.0059167998718056359 0.006618887549580294 -0.0033798399809541481 -0.0018950656717680275 -0.0013728877200528051 -0.001516712678778566 0.016520725420872056 -0.021878757557507185 -0.016239698545691014 0.022669133244296577 0.025899631603145772 -0.006516315336463953 -0.0085558305525807055 -0.0068362786567302304 0.029397678678512243 -5.9287024773375783e-06 -0.00041852546349964198 leaf_weight=17.683186143636703 5.6802806407213193 10.479701474308966 8.8140672743320447 9.7507864683866519 11.851228073239328 11.289789438247679 35.407097972929478 5.8544692918658257 6.9065332636237136 12.977307230234144 13.047838240861891 10.253939628601072 8.7264309972524661 39.420953497290611 110.59288835525513 30.83617676794529 8.2896760404109937 128.41167935729027 60.470160279422998 7.6903596334159356 6.1329249218106261 11.063070952892302 13.942365959286692 3.0051862001419094 6.7837260738015166 14.751559585332869 73.395513594150543 3.7941434383392325 7175.4853910915554 6.1704317480325699 leaf_count=53 19 33 28 30 35 34 119 25 21 42 37 32 27 124 322 88 25 401 408 41 27 129 71 19 40 132 436 19 24163 37 internal_value=-1.66485e-05 -0.002201 0.000546049 -0.0019052 0.00247467 -0.00925506 -0.00641851 0.00290445 0.00933228 -0.00251478 1.68952e-05 0.00137493 0.00100045 -0.000876792 0.00324678 0.00443884 -0.0128716 0.000339333 -4.7256e-05 -0.00307111 -0.00522181 -0.00379372 -9.38887e-06 0.00580721 0.0131166 -0.00272452 -4.01768e-05 -0.00505525 1.36398e-05 0.00897985 internal_weight=7868.96 119.011 72.0694 56.3488 35.3082 21.0406 46.9418 11.5347 15.7206 24.8285 7749.95 349.58 339.326 184.849 154.477 141.429 17.0161 167.833 7400.37 91.5269 77.6662 71.5332 7308.84 38.4828 20.7261 17.7567 7270.36 77.1897 7193.17 13.8608 internal_count=27017 386 223 174 110 64 163 44 49 77 26631 1056 1024 577 447 410 52 525 25575 642 564 537 24933 262 111 151 24671 455 24216 78 is_linear=0 shrinkage=0.03 Tree=678 num_leaves=25 num_cat=0 split_feature=9 10 5 5 9 9 9 10 0 12 11 8 10 6 4 2 5 10 2 4 0 6 12 8 split_gain=0.607088 0.627467 2.75259 5.59514 2.8249 4.52876 3.71755 2.18446 1.60947 1.51623 1.23577 0.847568 2.43004 4.30097 3.30737 2.61804 1.01262 2.67239 3.3372 1.57928 0.883213 3.07488 1.05605 0.808697 threshold=10.500000000000002 1.5000000000000004 1.0650000000000006 1.1250000000000007 4.3000000000000016 3.3000000000000003 4.9000000000000012 1.8333333333333339 525.00000000000011 3.1000000000000005 -0.66666666666666619 1.9000000000000001 0.33333333333333326 2.1000000000000005 0.73500000000000032 1.5000000000000002 0.74500000000000033 -0.83333333333333315 1.3 1.5050000000000006 875.00000000000011 1.3 6.3000000000000016 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 8 7 5 -5 -6 -4 9 10 -3 12 13 14 -1 -14 17 18 -13 -19 22 -22 -18 -10 right_child=-2 2 3 4 6 -7 -8 -9 23 -11 -12 16 15 -15 -16 -17 20 19 -20 -21 21 -23 -24 -25 leaf_value=0.0094188227266974386 -0.0090249340390030353 -0.017000607036670216 0.025210236426912714 0.0051778792231054272 0.0069054940355972889 -0.0099512927371736525 -0.0014778856242587972 0.0058963033152565816 -0.005487617516738561 -0.022271744570812359 -0.0037500221810360993 -0.022470263086859659 -0.021062519273788625 0.017413874563909755 -0.012035110799863672 0.001568720080845263 9.8294620642039987e-06 0.0090203776988578392 0.0067914063967563273 -0.0012828932962483238 -0.00015071309735494612 0.0078341939754364605 -0.010456103737774853 0.0095575726085660277 leaf_weight=9.5553373992443102 6.712802752852439 8.9638693928718549 9.7131238281726855 24.6307293176651 61.278530433773994 64.275906965136528 213.36384484171867 11.522755503654478 6.8781428188085538 8.0496054589748365 21.594925701618198 7.2955345213413221 11.807641386985781 10.294550254940985 20.010239228606224 7.5370342433452597 8226.261774815619 46.094919577240944 6.7561207488179207 18.870392926037312 169.70280149579048 58.320434838533401 8.6862291656434518 6.0380367711186409 leaf_count=29 31 26 27 71 184 192 669 36 21 25 61 20 37 32 60 24 24377 131 24 64 621 196 36 23 internal_value=-6.44214e-06 2.56546e-07 -0.00110962 -0.000237666 -0.00111199 -0.0057599 0.000392624 0.0147303 -0.00762135 -0.0106881 -0.00763684 5.65568e-05 -0.00352054 0.00071356 -0.00510139 -0.012245 8.13498e-05 0.00346174 -0.00840108 0.0060276 4.97878e-05 0.00189155 -1.21001e-06 0.00154569 internal_weight=9044.22 9037.5 436.309 384.785 363.549 88.9066 274.642 21.2359 51.5246 38.6084 30.5588 8601.19 59.2048 39.8601 29.5656 19.3447 8541.99 79.017 14.0517 64.9653 8462.97 228.023 8234.95 12.9162 internal_count=27017 26986 1335 1179 1116 263 853 63 156 112 87 25651 182 121 89 61 25469 239 44 195 25230 817 24413 44 is_linear=0 shrinkage=0.03 Tree=679 num_leaves=23 num_cat=0 split_feature=13 6 4 11 12 12 13 3 8 13 9 8 2 8 12 6 0 9 9 13 4 4 split_gain=0.461706 1.91902 4.94484 1.82495 1.49599 2.50494 2.39608 1.75842 0.899226 0.745738 2.61021 5.02139 5.58834 3.59418 4.43844 0.983985 5.03918 3.35901 2.80636 1.31161 2.90722 1.38569 threshold=5.3000000000000016 3.3000000000000003 1.1150000000000007 0.83333333333333337 2.3000000000000007 1.5000000000000002 5.5000000000000009 0.90000000000000013 4.3000000000000016 4.7000000000000011 5.1000000000000005 6.1000000000000005 1.1000000000000003 5.5000000000000009 2.7000000000000006 2.7000000000000006 575.00000000000011 5.1000000000000005 3.5000000000000004 4.3000000000000016 0.8650000000000001 1.0750000000000008 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 9 -3 4 5 -2 -6 -7 -8 15 11 12 -11 14 -12 19 18 -18 -17 21 -21 -1 right_child=3 2 -4 -5 6 7 8 -9 -10 10 13 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 leaf_value=-0.0009237110875505713 -0.01216108810259214 0.025140987800027333 -0.0087821839915673237 -0.017743992243366129 -0.021336860583034686 0.021718759391896922 0.0085619714612685961 0.0020156103878423088 -0.0072717827743263496 0.010697935385022707 -0.0076582392593708458 0.024706753589581288 -0.006237251904954182 -0.022931065702894035 0.021196330420816204 -0.01823557466630172 0.025316827046358105 -0.0012812224987726638 -0.003293133687298196 0.015249858408971603 -0.0038179569516508679 0.0002628563364767017 leaf_weight=1038.9570568278432 5.8714023232460049 8.9602812826633436 6.8037293106317511 6.4559403359889975 6.6311373412609127 7.252982214093211 6.6247617900371534 9.3083131611347181 6.2959036529064178 35.804769456386566 16.179711163043983 10.436033397912977 34.370963141322136 7.5722580701112738 6.8202371448278418 12.868108823895453 8.827209800481798 8.2829657047986966 93.548612587153912 7.5986529886722556 135.96025796234608 6007.7340322062373 leaf_count=3549 21 25 26 24 26 25 23 34 25 116 54 39 122 28 24 44 28 31 332 25 494 21902 internal_value=2.47312e-05 4.37369e-05 0.0104998 -0.00289465 -0.000611273 0.00467554 -0.00667709 0.0106446 0.000846596 2.15375e-05 0.00246001 0.00529076 0.00240335 -0.00500402 0.000898085 -1.55321e-05 -0.00267036 0.0124408 -0.0051 3.00772e-05 -0.00280869 8.791e-05 internal_weight=7489.17 7440.72 15.764 48.4404 41.9845 22.4327 19.5518 16.5613 12.9207 7424.96 111.184 80.6118 70.1757 30.5722 22.9999 7313.78 123.527 17.1102 106.417 7190.25 143.559 7046.69 internal_count=27017 26839 51 178 154 80 74 59 48 26788 383 277 238 106 78 26405 435 59 376 25970 519 25451 is_linear=0 shrinkage=0.03 Tree=680 num_leaves=31 num_cat=0 split_feature=3 2 8 12 10 4 5 10 10 4 2 4 5 10 13 9 5 8 5 7 13 12 6 4 4 10 13 4 4 4 split_gain=0.627335 2.01687 0.683166 1.68654 4.48838 2.61219 4.11513 2.12059 3.68059 3.5826 1.93079 3.74085 3.7872 2.61747 5.99615 4.46314 1.87602 1.55985 1.47254 3.17404 4.37431 2.89737 5.1232 4.20254 2.42621 1.22295 4.98436 6.17569 3.88661 2.66596 threshold=1.0000000180025095e-35 1.3 4.7000000000000002 4.1000000000000005 0.50000000000000022 1.8550000000000004 1.7250000000000003 -0.49999999999999994 -0.83333333333333315 1.4850000000000005 1.7000000000000004 1.7650000000000006 1.5150000000000008 -1.0000000180025095e-35 4.3000000000000016 6.3000000000000016 0.87000000000000033 4.1000000000000005 0.91000000000000036 2.3000000000000003 4.7000000000000011 1.7000000000000004 1.9000000000000001 1.195000000000001 1.6100000000000005 -0.33333333333333309 4.7000000000000011 1.5650000000000008 0.81500000000000028 0.81500000000000028 decision_type=2 2 2 2 2 2 2 2 2 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 10 7 6 -6 8 -5 -9 11 16 -13 14 -12 -15 -2 -7 19 21 24 23 -23 -4 -21 26 28 -28 -20 -27 right_child=2 -3 18 4 5 17 -8 9 -10 -11 13 12 -14 15 -16 -17 -18 -19 25 20 -22 22 -24 -25 -26 29 27 -29 -30 -31 leaf_value=0.0036103152852359644 0.0043368374325434157 -0.023124439940331594 0.0016579723011393628 -0.0015687808375999253 0.022402051362444962 -0.01483787409601541 0.0062040234280331483 0.0025956407475662782 0.014338510708499936 -0.0094849970917923083 -0.0056292919135015719 0.013640429918222697 0.00064235909695440697 -0.0016563942598300145 0.022231958400843299 0.0079354276132773266 8.5103416201513305e-05 0.0053420406942253805 0.017670318558299716 0.026378026981695297 -0.01756901470894285 -0.0054277701665028264 0.014913994493025258 -0.018917103776017172 -0.0015822313599532995 -0.015122665238938005 0.004018667151887167 0.035950384946633732 0.000102731664222228 -0.00057318648898837773 leaf_weight=6.1981505751609784 96.387042462825775 4.3025179505348206 13.67376573383808 37.740500770509243 18.667552426457405 6.4174226075410825 57.889524951577187 44.206368401646614 20.043084695935249 44.166983623057604 173.29305213689804 38.043542042374611 42.952023535966873 242.03895311057568 7.2426241040229788 53.268476717174053 3013.8756439313293 7.448742151260376 11.413240849971769 8.7170369476079959 4.2920844778418532 61.583997486159205 13.60478739440441 25.778090938925743 4.110070737078785 11.394889026880263 18.57034540176392 7.7160364165902129 1635.7388007305562 2137.4880025591701 leaf_count=26 361 33 50 125 58 26 172 134 67 150 665 148 140 910 27 168 9213 31 33 38 21 335 51 103 28 34 62 29 5933 7846 internal_value=-1.61346e-05 -0.00734392 -6.3422e-06 0.000275185 0.0027302 0.00798368 0.0101537 -0.000519978 0.0039489 -0.00344199 0.000116802 0.000382616 0.00674754 -0.00166589 -0.00451157 7.38085e-05 0.000216865 -0.00399746 -0.000284281 -0.00340248 0.00864687 -0.0052018 -0.0017471 -0.0117859 0.017419 -0.000176793 0.000431292 0.0133918 0.000224459 -0.000650338 internal_weight=7868.26 10.5007 7857.76 3903.68 236.58 90.4232 76.5571 146.157 57.7836 88.3734 3667.1 3191.26 80.9956 475.843 180.536 295.307 3110.26 13.8662 3954.08 131.76 17.1192 114.641 75.1888 39.4519 12.8271 3822.32 1673.44 26.2864 1647.15 2148.88 internal_count=27017 59 26958 12395 763 287 230 476 192 284 11632 9862 288 1770 692 1078 9574 57 14563 626 87 539 386 153 66 13937 6057 91 5966 7880 is_linear=0 shrinkage=0.03 Tree=681 num_leaves=16 num_cat=0 split_feature=8 8 12 4 9 4 3 11 11 0 0 10 4 4 5 split_gain=0.616143 1.25817 2.65873 1.724 0.67912 2.23326 2.06604 1.98254 1.61983 4.45452 2.56915 1.24109 0.946105 4.60335 1.27637 threshold=1.0000000180025095e-35 1.7000000000000004 2.5000000000000004 0.80000000000000038 6.3000000000000016 0.81500000000000028 1.5000000000000002 1.0000000180025095e-35 0.83333333333333337 475.00000000000006 525.00000000000011 -3.1666666666666661 2.3450000000000011 2.3750000000000009 2.6750000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 11 6 -6 -8 10 -10 -7 -3 14 -14 -13 right_child=1 4 -4 -5 5 8 7 -9 9 -11 -12 12 13 -15 -16 leaf_value=0.009069246998407202 0.012070946979256203 -0.011827671665953969 -0.017345337624352378 -0.0070075839697852369 -0.019175141807691826 -0.00085891968802796173 0.012050939300900683 -0.012357161187504283 0.0015416884065982124 -0.0056538351063760758 0.0021093116051326159 0.00010418052640115653 0.015904928892002825 0.00047646827790899401 -0.010358756987341391 leaf_weight=6.7274751514196387 7.4651027321815553 7.8088347613811484 11.640682674944399 9.9370706975460035 11.068080410361292 839.07631886005402 5.5040010809898359 6.5701548755168915 143.05381125956774 168.79857629537582 381.89124944061041 7277.5563904494047 19.958071731030941 136.0538826584816 10.508436772972344 leaf_count=21 22 23 38 30 39 2689 23 27 470 576 1241 21158 79 530 51 internal_value=-6.33363e-06 -1.30899e-05 -0.00624717 0.00117663 7.00983e-06 -0.000563046 -0.00981288 -0.00123073 -0.000423394 -0.00235308 6.94764e-05 0.000126038 0.000138578 0.00245018 8.90943e-05 internal_weight=9043.62 9036.89 29.0429 17.4022 9007.85 1555.96 23.1422 12.0742 1532.82 311.852 1220.97 7451.89 7444.08 156.012 7288.06 internal_count=27017 26996 90 52 26906 5065 89 50 4976 1046 3930 21841 21818 609 21209 is_linear=0 shrinkage=0.03 Tree=682 num_leaves=31 num_cat=0 split_feature=8 4 9 5 5 2 4 5 6 4 5 5 6 12 8 5 11 2 4 2 6 5 11 9 3 2 5 12 5 0 split_gain=0.462813 2.09279 1.9189 3.7421 2.29647 4.9473 3.39638 1.95971 1.53343 5.2155 2.64245 2.14139 5.22974 2.10715 1.4038 5.03518 3.13373 5.17869 4.3426 3.7824 2.96495 3.05949 2.30192 1.15446 4.19287 2.5879 1.68988 1.16939 1.79665 1.1666 threshold=6.3000000000000016 0.97000000000000031 3.1000000000000005 0.93000000000000027 1.1150000000000009 1.5000000000000002 1.8100000000000005 0.74500000000000033 0.90000000000000013 1.1450000000000007 2.015000000000001 0.97000000000000031 1.5000000000000002 1.1000000000000003 5.9000000000000012 0.79500000000000004 0.50000000000000022 1.5000000000000002 1.4550000000000007 1.7000000000000004 0.50000000000000011 1.3850000000000005 1.0000000180025095e-35 1.7000000000000004 0.90000000000000013 1.1000000000000003 0.62500000000000033 4.9000000000000012 1.8900000000000006 475.00000000000006 decision_type=2 2 2 2 2 2 2 2 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 7 5 -5 -6 -3 9 -4 -11 12 -10 -13 23 -16 20 18 -18 -19 21 -17 -22 24 -1 -26 29 -28 -29 -25 right_child=1 2 8 4 6 -7 -8 -9 11 10 -12 13 -14 -15 15 16 17 19 -20 -21 22 -23 -24 26 25 -27 27 28 -30 -31 leaf_value=-0.01444900066119164 -0.015248927866828956 0.0081721576350119694 0.025925674605272394 0.0045063859832725666 0.011870716888330368 0.038983013222395835 -0.0067525212254933931 -0.01522202777949557 -0.0037992383128078971 -0.0043635604261010189 0.0035907597582358732 -0.017336493977471116 0.020763799038498707 -0.00019645041882334203 0.02503429516247473 -0.021608055827103602 -0.00053466304345347107 0.015776707102820076 -0.013990715235358846 -0.00046888845795784676 0.0023806376811074275 0.0014202048132333812 0.0089673748112771377 -0.020623830326699399 0.031349460572006507 0.0058523276595220221 -6.0584511292833831e-05 0.0096644416211282662 0.00045809691598407094 -0.002155449141959572 leaf_weight=5.9463866353035 8.6450468301773054 4.5442256703972808 5.66540603339672 9.6596616283059102 21.314036726951599 6.1187546178698531 15.027460329234598 11.081440083682535 16.723265364766124 244.26836360618472 44.423298940062523 6.5170933455228797 14.622155845165251 680.26693206652999 8.1559649705886823 8.7176715955138224 44.095963850617409 18.074898198246956 42.283098235726357 45.038638018071651 256.22871245443821 12.840419128537176 58.68965008109808 5.9880344495177251 5.657278671860694 9.7696551159024221 5785.1860529109836 28.225345842540264 58.867334797978401 6.3348138332366943 leaf_count=21 34 23 20 37 74 30 72 46 74 1143 174 24 56 2700 32 40 156 65 153 180 939 51 214 25 17 37 20182 120 252 26 internal_value=2.45861e-05 -0.000547178 -0.000429521 0.00445861 0.00831923 0.0178762 0.00416988 -0.00841858 -0.000756586 -0.00258016 -0.00313957 -9.11596e-06 0.00765904 -0.000359097 0.000121863 0.00165792 0.0012656 -0.00234863 -0.00712149 0.00418364 0.00287136 -0.00789197 0.00360817 -6.65184e-06 0.00695299 0.0152025 -3.19298e-05 -8.6412e-06 0.00344173 -0.0111298 internal_weight=7488.98 1088.88 1080.23 67.7456 52.1199 15.7784 36.3415 15.6257 1012.49 294.357 288.692 718.129 31.3454 686.784 6400.1 494.125 485.969 149.493 86.3791 63.1135 336.476 21.5581 314.918 5905.97 21.3733 15.4269 5884.6 5872.28 87.0927 12.3228 internal_count=27017 4507 4473 282 213 67 146 69 4191 1337 1317 2854 130 2724 22510 1830 1798 554 309 245 1244 91 1153 20680 75 54 20605 20554 372 51 is_linear=0 shrinkage=0.03 Tree=683 num_leaves=19 num_cat=0 split_feature=4 3 3 4 8 6 4 12 9 6 2 5 10 7 11 13 5 11 split_gain=0.622699 1.22023 1.88311 0.906999 1.07043 2.03201 1.99248 0.954691 0.878094 1.06452 0.849395 1.90535 0.745086 0.702234 1.46255 0.72008 0.00133496 0.000765187 threshold=2.7150000000000003 1.9000000000000001 2.5000000000000004 2.5850000000000013 7.9000000000000012 1.1000000000000003 2.6550000000000007 6.5000000000000009 3.7000000000000006 1.3 3.5000000000000004 1.2350000000000008 1.1666666666666672 3.5000000000000004 -1.0000000180025095e-35 2.3000000000000007 1.7000000000000004 0.83333333333333337 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 8 -3 7 5 6 -5 10 -2 16 13 -12 -13 15 -15 -1 17 -10 right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 11 12 -14 14 -16 -17 -18 -19 leaf_value=-0.0004220244356054327 0.0051650036150714803 0.011645122093281083 -0.013129298815698459 -0.001581724084057583 0.016643794030674449 -0.017409272775044619 0.026957867876352369 0.011659810338323058 -0.021105833107804221 0.0010311717948767237 0.014640341864077493 -0.022318512860903771 -0.0034176806849264109 0.0032072170217838022 -0.019150516480443532 0.00019428906128745414 -0.022252194920591127 -0.021922422989188693 leaf_weight=2521.7001557946205 2.2500385735183981 7.0940436124801618 4.5210760161280632 5.9763255491852778 6.2954268343746653 3.6533719934523097 3.4856983311474323 6.2959607094526282 3.0950467549264413 2.526946097612381 2.4569374956190577 5.2051384672522527 2.9358267411589622 5.3707033768296242 5.1664036810398084 5275.5618810039014 2.3791010044515133 1.5499642044305799 leaf_count=8696 30 35 20 39 38 24 22 23 50 21 23 45 18 26 24 17847 21 15 internal_value=-1.61227e-05 -0.00490101 0.00200191 -1.54035e-06 0.00647532 0.00159443 0.00893193 -1.76076e-05 -0.0116951 -0.0156671 -2.70111e-05 -0.00851435 -0.0155024 -1.54908e-05 -0.00775491 -5.03191e-06 -0.0216743 -0.0213783 internal_weight=7867.52 23.4162 11.6151 7844.1 19.4108 13.1154 9.46202 7824.69 11.8011 9.55106 7818.4 10.5979 8.14097 7807.8 10.5371 7797.26 7.02411 4.64501 internal_count=27017 192 55 26825 123 85 61 26702 137 107 26679 86 63 26593 50 26543 86 65 is_linear=0 shrinkage=0.03 Tree=684 num_leaves=31 num_cat=0 split_feature=13 3 13 0 4 13 11 7 10 5 5 4 12 10 4 0 7 4 2 4 5 3 6 5 4 4 4 0 11 9 split_gain=0.60729 2.60798 2.10777 2.26717 2.02457 3.01665 2.85428 4.74945 2.52937 3.83547 6.96916 2.89412 2.07492 2.01992 2.29683 1.96723 1.93814 2.6012 4.74279 4.44192 1.89725 1.77514 1.50698 2.14633 2.55587 2.76959 2.51021 1.25367 1.87052 4.13265 threshold=1.7000000000000004 0.90000000000000013 1.1000000000000003 525.00000000000011 1.5850000000000006 1.3000000000000003 1.5000000000000004 0.70000000000000007 -1.0000000180025095e-35 2.1050000000000009 1.7950000000000002 1.6000000000000008 2.1000000000000005 0.83333333333333337 1.195000000000001 475.00000000000006 0.3000000000000001 1.7400000000000002 2.1000000000000005 1.6000000000000008 1.6500000000000004 1.9000000000000001 0.3000000000000001 1.6900000000000006 1.2450000000000008 1.7750000000000004 2.2050000000000005 875.00000000000011 0.50000000000000022 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 13 12 -8 9 10 -6 -10 -7 14 -3 -15 -4 19 -19 -18 -13 -11 23 24 -2 -26 -27 -24 -29 -30 right_child=22 4 16 -5 8 6 7 -9 11 21 -12 20 -14 15 -16 -17 17 18 -20 -21 -22 -23 27 -25 25 26 -28 28 29 -31 leaf_value=-0.013029065493053606 -0.01503025483260912 -0.0035024629741819352 0.017342833772578323 0.0074398501357673804 -0.00088512095921619853 0.00028329033523413972 0.018451141460929427 -0.0074635126020838301 0.022792450257417936 0.02023450490974504 -0.016920180288702766 0.0047605638882744121 -0.0065613040053935749 0.001537534100517394 0.0055400836666465664 -0.019830728081635714 0.0030849942640285089 0.017981657018107479 -0.0037913050993860016 -0.014019013392636535 -0.0010947084091096628 0.0029758214210030354 -9.0584549174561904e-06 0.019024446655214654 0.015737239413631116 -0.011765818723564178 0.016125883018366902 0.00052982049851777921 -0.015963121808353194 0.0099138914946310438 leaf_weight=14.54819291830063 6.2443968057632437 38.551468670368195 8.9214617013931257 7.3207359164953223 103.38082030415535 48.294540002942085 12.379511490464212 13.100693449378012 6.0764396637678137 7.4196430742740658 31.927641682326794 97.683163151144981 228.26602279767394 7.7713565677404386 73.440200611948967 7.7389840185642242 94.77259661257267 23.665630340576172 14.533863827586172 15.967614457011221 101.61475451290607 19.356355637311935 7832.8479909412563 8.6784563958644849 13.77144891023636 9.5684603005647642 4.1694845184683791 134.437868475914 6.2476658523082724 50.06210820376873 leaf_count=42 17 129 25 24 309 145 43 40 18 22 97 297 748 25 235 26 264 77 59 46 312 64 23132 28 42 34 25 491 24 177 internal_value=-6.2705e-06 -0.000712768 0.00255164 -0.00617699 -0.00144892 -0.00284741 -0.00448086 0.00512708 0.000185853 -0.00261587 -0.00466878 0.00239701 -0.00536606 0.00102209 0.00242732 -0.0091243 0.00376084 0.00294728 0.00969764 0.00061877 0.00177517 0.00775821 7.92808e-05 0.00571802 0.0022968 0.00622989 -0.00330065 4.94607e-05 0.00245249 0.00704279 internal_weight=9042.76 976.732 179.73 21.8689 797.002 429.543 302.041 25.4802 367.459 162.084 135.308 205.374 276.561 127.502 111.992 15.5103 157.861 148.94 38.1995 110.74 199.298 26.776 8066.03 42.4322 33.7538 27.5094 13.7379 8023.6 190.748 56.3098 internal_count=27017 3047 537 66 2510 1391 976 83 1119 492 406 627 893 415 364 51 471 446 136 310 609 86 23970 146 118 101 59 23824 692 201 is_linear=0 shrinkage=0.03 Tree=685 num_leaves=31 num_cat=0 split_feature=8 0 4 2 6 6 12 4 2 6 6 4 4 8 3 2 6 4 5 8 7 4 9 9 8 5 5 3 0 12 split_gain=0.460987 2.09505 2.65101 3.55524 3.72822 7.29419 3.59901 2.66045 2.21629 2.20627 2.17844 2.13044 1.94599 2.79257 3.49302 2.36395 1.82824 1.9488 1.72485 1.72343 1.3543 2.12228 1.18766 1.92713 1.09099 2.98138 4.04767 2.83072 1.24357 3.86022 threshold=2.9000000000000004 350.00000000000006 1.1250000000000007 0.90000000000000013 2.1000000000000005 1.7000000000000004 2.7000000000000006 1.3750000000000007 0.50000000000000011 1.3 1.5000000000000002 1.5050000000000006 1.6400000000000006 2.7000000000000006 1.9000000000000001 2.1000000000000005 2.1000000000000005 0.89000000000000024 1.3450000000000006 2.7000000000000006 1.9000000000000001 1.2050000000000007 1.5000000000000002 1.7000000000000004 3.9000000000000004 2.0450000000000008 2.1750000000000012 1.1000000000000003 200.00000000000003 4.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 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 20 16 -8 11 -9 13 15 -15 -10 17 -3 -6 -14 21 -4 -2 -24 25 27 -27 -25 29 -26 right_child=22 8 7 6 18 -7 9 10 12 -11 -12 -13 19 14 -16 -17 -18 -19 -20 -21 -22 -23 23 24 28 26 -28 -29 -30 -31 leaf_value=0.0018807228437035832 -0.014264670934923576 -0.02298289297059666 -0.0069029261040483058 -0.01378014634303538 -0.018741233737815548 0.035725255670248625 0.016033021085546027 0.0047289610503887039 0.0035166620293434646 -0.004958519243121024 0.011980587124747054 -0.02137200831915094 0.0019687659229572847 -0.00078763963900524089 -0.01587980178212571 -0.015904967763695439 0.0045343501087710403 -0.0032984450256476148 0.0034650299870438613 0.024826046622886046 -0.0025400785264796106 -0.022452030792902603 0.012906972074350456 0.0020671367216639025 0.00060148682768033012 0.012608709521138956 0.00087262744857614461 -0.00075891320868072922 -0.00035280276528425566 0.023898422573591441 leaf_weight=18.243276715278629 5.1877299621701232 9.0502295643091255 13.745372548699377 24.870503768324852 6.1073428094387037 8.3563190996646863 7.645796641707423 5.6777915954589862 175.63652117550373 10.974032580852507 8.3968709558248502 5.5809612721204758 6.0889112651348096 77.800290212035179 16.778490513563156 5.8275373429059973 7.4310970604419699 9.0558159649372083 6.4969106912612915 5.793764166533947 8.7579794228076917 18.577637851238251 10.550135314464567 547.04187852889299 1241.5959783345461 44.002370521426201 66.29850360751152 765.1939797103405 4345.5784522220492 6.4343013465404502 leaf_count=62 23 34 51 90 21 27 29 20 617 42 29 20 21 261 63 23 26 34 22 22 32 75 31 1806 4316 151 276 2556 16213 24 internal_value=2.42435e-05 -0.000899154 -0.00390234 -0.000406968 0.00614468 0.0125131 -0.00631287 -0.00866136 0.000475011 0.00366116 0.000415817 -0.00820928 0.00122627 0.000714562 -0.00346502 0.00289296 -0.00799523 -0.0131376 -0.00729493 0.0131135 -0.0130044 -0.0158398 8.42408e-05 9.48345e-05 7.55689e-05 0.000817386 0.00555451 0.000419204 -0.000113086 0.000721596 internal_weight=7488.78 456.893 143.431 82.6942 39.2038 26.5996 43.4903 60.7366 313.463 18.6198 19.6556 11.2588 287.926 276.043 94.5788 181.464 25.5371 18.106 12.6043 11.8827 41.081 32.323 7031.88 7026.7 7016.15 1422.54 110.301 1312.24 5593.61 1248.03 internal_count=27017 1621 520 293 132 89 161 227 1101 71 69 40 1007 964 324 640 94 68 43 43 158 126 25396 25373 25342 4789 427 4362 20553 4340 is_linear=0 shrinkage=0.03 Tree=686 num_leaves=30 num_cat=0 split_feature=11 9 7 9 7 2 5 0 13 4 3 10 9 10 6 13 12 5 7 13 5 5 11 2 5 5 12 5 5 split_gain=0.615407 1.47649 1.65312 1.94754 2.23136 1.54265 1.41984 2.45703 1.25015 1.24175 0.707186 1.73188 1.57806 1.78835 1.59888 1.18818 0.897974 3.70323 2.48184 4.78608 1.94857 1.45657 1.08999 2.02549 1.59569 3.63395 0.633606 0.895666 1.60897 threshold=2.1666666666666674 5.1000000000000005 1.5000000000000002 6.9000000000000012 0.70000000000000007 1.5000000000000002 1.4750000000000008 475.00000000000006 3.3000000000000007 1.4350000000000007 2.7000000000000006 1.8333333333333339 9.3000000000000025 -1.4999999999999996 2.7000000000000006 2.1000000000000005 4.5000000000000009 2.3850000000000011 1.5000000000000002 2.5000000000000004 1.6350000000000005 2.5450000000000008 -2.8333333333333326 0.90000000000000013 2.7950000000000004 2.6750000000000012 4.3000000000000016 1.5750000000000008 1.7000000000000004 decision_type=2 2 2 2 2 2 2 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 4 -3 -5 7 -2 -4 -6 16 12 13 15 -15 -12 22 18 20 -20 -18 -19 23 -1 25 -24 27 -8 -29 right_child=1 2 8 5 9 -7 26 -9 -10 -11 11 -13 -14 14 -16 -17 17 21 19 -21 -22 -23 24 -25 -26 -27 -28 28 -30 leaf_value=-0.0034474526159173312 0.016796450676945265 0.014077617117515314 0.001640589707823897 -0.017840872011229799 0.0045669585846127023 -0.0015426659652518165 -0.022056812329503819 -0.010897596366960399 0.018675207154011719 -0.0088731035167575068 0.0020586637591830767 0.013493791175060117 -0.011568102864558083 0.0014141514788159524 0.013203223490338221 -0.014308910626085438 0.00049434946840092118 0.023579828660195725 0.02467406509942343 -0.0023813391597034355 -0.0086603413905892591 0.0040377910673728007 -3.9099766299491043e-06 0.017052766751598555 0.011384822186312859 -0.016021809289534984 -0.0023252856669614356 0.0062915030097988895 -0.013366781253509426 leaf_weight=8.1254985481500643 5.7176735550165159 10.44246883690357 8.8155171424150449 9.7382824122905749 11.84329402446747 11.282097220420836 5.7776454538106945 5.8161161690950394 6.9219408780336371 12.954166695475577 6.3898589909076717 10.236021980643271 8.8014903366565687 302.60070326924324 10.720586225390432 10.635824427008627 28.936640575528145 6.0099511295557013 7.2954592872411004 30.428014937788248 75.580863758921623 8.0047189071774465 7201.4051796197891 9.3049507439136487 11.034284695982931 12.769662365317343 8.810317896306513 4.9145524762570885 15.774362944066523 leaf_count=24 19 33 28 30 35 34 21 25 21 42 19 32 27 910 34 34 170 18 48 172 284 27 24729 29 35 39 28 17 53 internal_value=-1.58702e-05 -0.00215863 0.000538025 -0.00186623 0.00244465 -0.00909327 -0.00630627 0.00283124 0.00913307 -0.00245412 1.6986e-05 0.0013359 0.000968958 0.00130298 0.00181753 -0.00816604 -4.52948e-05 -0.00229539 -0.00374507 0.00285099 -0.00612578 0.0124181 3.24962e-06 0.00749624 -1.48268e-05 -3.22629e-05 -0.00929378 -0.0116135 -0.00869705 internal_weight=7867.09 118.808 71.9978 56.2603 35.2399 21.0204 46.8107 11.5338 15.7375 24.7975 7748.28 349.384 339.148 330.347 313.321 17.0257 7398.9 156.256 142.241 37.7235 104.518 14.0147 7242.64 17.4304 7225.21 7214.17 35.2769 26.4666 20.6889 internal_count=27017 386 223 174 110 64 163 44 49 77 26631 1056 1024 997 944 53 25575 719 674 220 454 45 24856 53 24803 24768 119 91 70 is_linear=0 shrinkage=0.03 Tree=687 num_leaves=25 num_cat=0 split_feature=4 4 4 4 9 9 10 12 13 4 9 6 7 6 10 4 5 7 6 4 4 12 3 4 split_gain=0.60435 1.29064 0.951943 4.32848 1.87757 2.41311 2.35541 1.91699 1.37007 1.18079 4.52431 3.44924 2.92937 2.81886 2.253 1.15738 2.68057 4.02512 2.16217 1.17769 1.11948 1.05133 0.894795 0.816454 threshold=2.975000000000001 3.0750000000000006 2.3550000000000009 2.3750000000000009 3.7000000000000006 3.3000000000000003 -1.8333333333333328 4.1000000000000005 2.3000000000000007 2.2850000000000006 4.7000000000000002 0.50000000000000011 1.5000000000000002 1.3 -0.49999999999999994 2.2350000000000008 1.7400000000000007 0.70000000000000007 1.1000000000000003 2.225000000000001 2.5350000000000006 4.1000000000000005 3.9000000000000004 2.5350000000000006 decision_type=2 2 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 8 5 20 23 -8 -4 15 12 -12 13 -11 -13 19 17 -17 -18 22 -5 -7 -1 -6 right_child=1 -3 3 4 6 21 7 -9 -10 10 11 14 -14 -15 -16 16 18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-1.690301318458606e-05 -0.015338634697621589 0.0023150797493244352 0.0082545972076183798 -0.0070901057618369626 0.0074972486036532027 -0.0068082276153059078 -0.002560369892014718 0.0046964631183158386 0.024627073902160308 0.013034555292954908 -0.028299652185283242 -0.016890174503371866 0.022140169753702386 -0.015600687233613146 -0.00041278798460929 -0.013286077039461688 0.0032180558307296613 0.012276837803090069 -0.018456285454557072 -0.0090963998748383023 0.0099339145693333533 -0.023103203246935676 -0.0089318690350331728 0.023483965303638759 leaf_weight=8693.4972583502531 7.0703760609030706 7.8822307735681534 9.8512068316340464 6.2539662122726458 6.1181820631027204 6.9738568812608701 69.203740179538727 62.215176723897457 8.629554405808447 6.1013845056295413 7.4683983251452437 11.079686492681502 7.6370898038148871 6.2769415676593781 22.91351867467165 6.5770173519849768 9.8898405581712741 35.285747066140175 7.1276395320892325 12.905925914645193 7.8276866897940636 7.2869085520505905 10.14455586671829 5.4240366369485855 leaf_count=25735 24 27 37 25 20 27 252 233 34 22 24 33 32 21 73 21 30 127 20 39 36 26 76 23 internal_value=-6.26496e-06 -0.00603252 3.71746e-06 0.00210596 0.000617846 -0.00643602 0.00201629 0.000875096 0.0158997 -4.14309e-05 -0.00418463 -0.00983921 0.00752873 -0.00148613 -0.0057834 -1.24054e-05 0.00417952 0.00826067 -0.00586007 -4.07218e-05 0.00237318 -0.0151346 -2.72939e-05 0.0150099 internal_weight=9041.64 14.9526 9026.69 189.784 171.304 28.3424 142.961 131.419 18.4808 8836.91 61.477 41.4616 20.0154 12.3783 33.9932 8775.43 58.8802 41.8628 17.0175 8716.55 14.0817 14.2608 8703.64 11.5422 internal_count=27017 51 26966 713 642 114 528 485 71 26253 205 130 75 43 106 26048 198 148 50 25850 61 53 25811 43 is_linear=0 shrinkage=0.03 Tree=688 num_leaves=26 num_cat=0 split_feature=11 2 5 5 0 5 11 10 13 2 11 7 8 13 5 9 7 11 5 7 6 9 13 5 6 split_gain=0.465696 0.452575 2.66286 2.97652 1.95254 1.70301 5.54338 2.57662 1.31052 0.870995 3.44521 4.17993 4.72014 3.60357 4.87313 4.0382 2.35508 1.00985 3.33446 3.6528 3.03118 0.853605 3.13287 2.45562 0.350407 threshold=3.1666666666666674 0.3000000000000001 1.0750000000000008 1.9750000000000003 475.00000000000006 1.6100000000000005 -0.33333333333333331 -0.49999999999999994 2.9000000000000008 0.50000000000000011 -1.0000000180025095e-35 1.9000000000000001 3.9000000000000004 2.9000000000000008 1.4350000000000007 4.1000000000000005 2.3000000000000003 2.1666666666666674 1.8300000000000005 1.3 0.90000000000000013 3.7000000000000006 1.1000000000000003 0.82000000000000028 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 5 -5 7 -7 -4 -1 10 11 12 -3 14 -12 -15 -13 21 19 -19 -20 22 -11 -23 -2 right_child=24 9 3 4 -6 6 -8 -9 -10 17 13 16 -14 15 -16 -17 -18 18 20 -21 -22 23 -24 -25 -26 leaf_value=0.0015787457280071148 -0.012459590473171668 0.0089475696877960361 0.010367070500866101 -0.025549483357743978 -0.0011250949966316514 0.025224552894477361 0.00021383011551866395 -0.0013093972140228801 -0.015758544261698267 0.013386984421147536 -0.0062745401249294421 0.020080624566951494 -0.0043004036882604143 0.00097131297572835543 0.0057418241186410765 -0.01319551280501261 0.0012413175865576874 0.016193656614123478 -0.019706507963855761 0.00017713671984985913 0.00081385110446730892 0.0059118836757001015 0.00056484942991146697 -0.0001895890915604249 -0.0009429493139799216 leaf_weight=6.1749013215303448 4.6806728020310384 34.708936214447021 24.899328172206879 4.8565765321254712 7.4868931397795677 13.5645834505558 19.357128947973251 53.671141505241394 10.764443367719648 17.394891157746315 64.876176372170448 16.143647119402889 79.978576131165028 26.452371761202812 57.114356532692909 57.409982919692993 9.4782412946224195 26.032359316945076 7.9981237426400176 25.241491690278053 34.102079637348652 60.001144535839558 1218.1822069138288 5602.9390145428479 4.8327037245035172 leaf_count=21 21 116 82 20 33 46 66 177 39 57 222 53 289 91 201 208 33 82 31 81 123 233 4329 20339 24 internal_value=2.4044e-05 3.24818e-05 0.00171739 0.00324341 -0.0107349 0.00479097 0.0105189 0.00239093 -0.00943858 1.58054e-07 -0.00146876 0.00215638 -0.000291048 -0.00393965 -0.000648637 -0.00872693 0.0131114 7.28826e-05 0.00317186 0.00830892 -0.00308457 3.09368e-05 0.000745364 -0.000124942 -0.00660925 internal_weight=7488.34 7478.83 140.775 123.836 12.3435 111.492 32.9217 78.5705 16.9393 7338.05 346.162 140.309 114.688 205.853 121.991 83.8624 25.6219 6991.89 93.3741 51.2739 42.1002 6898.52 1235.58 5662.94 9.51338 internal_count=27017 26972 484 424 53 371 112 259 60 26488 1213 491 405 722 423 299 86 25275 317 163 154 24958 4386 20572 45 is_linear=0 shrinkage=0.03 Tree=689 num_leaves=24 num_cat=0 split_feature=3 6 5 10 0 4 9 4 12 4 5 5 4 12 4 10 13 4 4 9 4 4 13 split_gain=0.605251 2.00828 0.673678 3.49205 2.75012 2.0225 3.19393 2.2247 1.96485 1.9117 0.762445 3.32728 2.78077 2.70598 4.20573 4.1489 3.01682 2.66363 2.32192 1.06353 5.51461 1.34432 0.269018 threshold=1.0000000180025095e-35 1.5000000000000002 0.76500000000000024 -1.1666666666666663 350.00000000000006 1.2150000000000005 2.9000000000000004 1.445000000000001 1.1000000000000003 1.2850000000000008 0.87000000000000033 0.90500000000000014 1.0050000000000006 2.7000000000000006 1.6550000000000002 1.1666666666666672 2.3000000000000007 1.5550000000000008 1.4550000000000007 3.1000000000000005 0.77500000000000036 0.53500000000000014 2.3000000000000007 decision_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 -2 5 6 -5 -7 -6 -10 13 12 -12 14 15 -4 -16 -15 -14 20 -13 -21 -19 right_child=2 -3 10 4 8 7 -8 -9 9 -11 11 19 18 17 16 -17 -18 22 -20 21 -22 -23 -24 leaf_value=-0.018819284515925596 0.018602476654751295 0.0077147639198595509 -0.00025325894723316145 -0.0024874004092179198 0.0059498966026904961 -0.02482433360874509 0.022534640169913543 0.0016513456095314804 -0.02224968662462003 -0.0070757441824025021 0.0064304254053893688 0.018885377058983729 -0.016100006083815347 0.0086211807072977421 -0.0020292450185220154 0.023405288423668593 0.025168443214513472 -0.011990918002559945 -0.0026978843578432717 -0.011513307468477205 -0.0020236396863340198 0.00013642770941375251 -0.023195305640922117 leaf_weight=5.8803995214402658 6.2481935434043399 4.556352861225605 97.339944586157799 11.129958942532545 5.553312972187995 4.419984132051467 7.8148055374622336 8.0746158361434919 12.87445689737797 17.809187972918153 11.010652527213095 11.67996835708618 26.90912002325058 4.4174548089504233 5.1962020546197918 7.1619640737771979 12.501187436282633 2.7762313336133939 20.495910599827766 8.9259594678878766 404.86700045317411 7162.4426083061844 6.3169424701482058 leaf_count=38 35 21 365 41 21 20 28 41 61 106 36 34 105 20 28 26 57 23 102 26 1585 24156 42 internal_value=-1.56875e-05 -0.00723537 -6.09606e-06 -0.00285646 -0.00483765 0.00165493 0.00783431 -0.00771447 -0.0104706 -0.0134425 2.09806e-05 -1.85796e-05 -0.00715098 0.00224993 0.0036585 0.00136816 0.0171828 -0.0104902 -0.0103055 3.63293e-05 -0.00143735 0.000121928 -0.0197745 internal_weight=7866.4 10.4368 7855.97 73.9245 67.6763 31.4394 18.9448 12.4946 36.237 30.6836 7782.04 7646.33 58.4157 135.71 122.199 104.502 17.6974 13.5106 47.405 7587.92 416.547 7171.37 9.09317 internal_count=27017 59 26958 353 318 130 69 61 188 167 26605 26044 243 561 476 391 85 85 207 25801 1619 24182 65 is_linear=0 shrinkage=0.03 Tree=690 num_leaves=31 num_cat=0 split_feature=10 12 12 5 5 8 12 8 10 6 10 10 8 2 11 2 10 5 4 8 7 13 5 3 3 8 4 10 3 4 split_gain=0.607772 2.27402 2.71335 3.29897 3.93101 3.73288 3.47041 3.16292 4.31793 3.2982 3.17399 3.11027 2.92548 2.39323 3.19744 2.69283 3.71691 2.89371 2.64733 2.46478 3.2158 2.88181 2.36396 2.01648 3.31026 2.62843 1.99988 1.87279 2.44722 3.00918 threshold=-0.49999999999999994 3.5000000000000004 2.5000000000000004 1.0150000000000008 1.1250000000000007 8.3000000000000025 2.7000000000000006 6.9000000000000012 -1.1666666666666663 0.90000000000000013 -2.4999999999999991 -1.8333333333333328 6.3000000000000016 3.1000000000000005 0.83333333333333337 2.5000000000000004 -1.1666666666666663 1.9350000000000005 2.3950000000000009 5.7000000000000002 1.9000000000000001 3.5000000000000004 0.93000000000000027 3.7000000000000006 3.5000000000000004 5.5000000000000009 1.8550000000000004 -0.33333333333333309 0.3000000000000001 1.3950000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 11 6 -6 -5 10 9 -9 -1 -4 -12 15 -15 19 26 -18 -16 20 -3 -21 -10 24 27 -26 -17 28 29 -2 right_child=23 13 3 4 5 -7 -8 8 22 -11 12 -13 -14 14 18 16 17 -19 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.017072779026965322 0.017832661661444229 -0.00030732395367144062 0.028254415855339839 0.0048860476096915795 0.0018363542277807226 0.016761159547490929 -0.011179167733087221 -0.013225183502607795 0.0053991962042148605 0.0085462114713495511 5.7057914393185111e-05 0.0065230539049147751 0.0062681146609922253 0.012849738057049455 -0.020828490365934586 -0.0017487371674837159 0.0035135771374822933 -0.016216715696247094 0.0080294518601728964 -0.0029230142532190701 0.01077681968961975 -0.020180537273349498 -0.012066842925512477 -0.011013426818388454 0.0033082858434542433 0.032525261636141389 -0.01545006663278393 8.3214844824037936e-05 -0.0014215582879082366 -0.0031890305669212372 leaf_weight=9.3891850411891919 13.273533195257189 191.36546106636524 7.0623407661914817 17.694883927702904 832.12379487603903 15.360759325325487 38.286599084734917 8.2499451637268049 7.9644918143749228 25.995674416422844 1110.2631676197052 36.885295569896698 72.721342101693153 22.15616549551487 5.833747982978819 12.753106191754339 35.810872495174408 8.2269950136542302 5.6145056188106537 116.84668777883053 26.864432096481323 9.4099831655621511 56.090093091130257 15.388495087623594 6.3227530941367132 4.9335280656814575 38.630266949534416 5087.9674925506115 1190.235377587378 11.385164365172384 leaf_count=26 37 655 26 53 2486 51 117 26 26 74 3158 121 204 89 18 38 118 26 22 363 76 28 160 102 32 15 123 15157 3557 33 internal_value=-5.8911e-06 0.000369906 0.000769512 0.00198871 0.00159827 0.00210687 -0.0061012 -0.000125435 -0.00529776 0.00330137 0.000300976 0.0100153 0.000438869 -0.00151886 0.00619782 -0.00210834 -0.00656806 -0.000172365 -0.00667584 -0.000873013 0.00105715 -0.00420923 -0.00989513 -0.000166885 -0.00014045 0.0161138 -0.0120495 -0.000169479 -0.00122776 0.00812674 internal_weight=9041.11 2711.6 2238.09 947.414 903.466 847.485 55.9815 1290.67 98.3002 34.2456 1192.37 43.9476 1182.98 473.512 33.6044 439.908 95.4212 44.0379 11.4483 344.487 218.23 126.257 64.0546 6329.51 6314.12 11.2563 51.3834 6302.86 1214.89 24.6587 internal_count=27017 8084 6528 2854 2707 2537 170 3674 286 100 3388 147 3362 1556 129 1427 305 144 40 1122 731 391 186 18933 18831 47 161 18784 3627 70 is_linear=0 shrinkage=0.03 Tree=691 num_leaves=19 num_cat=0 split_feature=2 2 5 7 9 9 4 8 8 4 2 4 8 2 0 4 5 9 split_gain=0.451871 0.840134 2.86578 1.64639 3.69533 3.21371 1.6312 1.63826 0.847169 0.777464 0.735744 4.04981 2.75472 1.39342 3.89982 0.916419 0.662549 0.64377 threshold=3.9000000000000004 3.3000000000000003 1.5850000000000006 1.5000000000000002 4.3000000000000016 4.3000000000000016 2.8450000000000011 4.9000000000000012 0.70000000000000007 2.515000000000001 3.1000000000000005 1.9250000000000003 5.1000000000000005 2.9000000000000004 575.00000000000011 2.6350000000000011 1.7950000000000002 6.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 4 -3 -5 7 -4 -1 -2 13 -12 -13 15 -15 -10 -11 -9 right_child=9 2 6 5 -6 -7 -8 17 10 16 11 12 -14 14 -16 -17 -18 -19 leaf_value=-0.010973328280213534 0.0052468415806990673 -0.0011089132641162924 0.0056500874491619878 0.021237354688968278 0.032045448555968505 -0.012755994728453011 0.012614083322022279 -0.024618847158554169 -1.8090347652047271e-05 -0.022958687573080207 -0.025254358054176189 0.020470928158834535 -0.0040595879159222885 -0.0025062449900949621 0.013697166262094197 0.0055479242224442402 -0.0020394474446079895 -0.0078788646470186394 leaf_weight=6.3167865872383109 3.0678169056773168 5.0974340438842791 3.9300037994980839 4.4964429438114148 7.4441520795226097 5.6458177529275417 3.5710823014378539 5.0409797057509405 7321.8709125332534 3.0444683469831944 6.7026294320821789 5.1850067153573063 20.06054001301527 29.47962299734354 24.460429511964321 26.719596356153488 2.4665402919054031 3.5053013153374195 leaf_count=29 24 25 19 24 39 39 14 27 26183 27 29 22 104 125 122 126 18 21 internal_value=2.3521e-05 3.14136e-05 0.00443836 0.011302 0.0185701 0.00231453 -0.0052638 -0.010381 8.47438e-06 -0.0068577 1.78052e-05 -0.00452502 0.000978564 3.74113e-05 0.00484159 2.14777e-06 -0.0135959 -0.0177529 internal_weight=7488.11 7479.53 38.7312 22.6838 12.5416 10.1423 16.0474 12.4763 7440.8 8.57883 7434.48 31.9482 25.2455 7402.53 53.9401 7348.59 5.51101 8.54628 internal_count=27017 26948 208 127 64 63 81 67 26740 69 26711 155 126 26556 247 26309 45 48 is_linear=0 shrinkage=0.03 Tree=692 num_leaves=13 num_cat=0 split_feature=5 5 9 0 5 4 11 5 9 9 6 9 split_gain=0.602398 0.689712 2.3721 1.35282 1.06548 2.53958 0.960799 1.79953 2.12537 0.681249 2.30416 0.857047 threshold=3.2350000000000008 2.9150000000000005 8.5000000000000018 475.00000000000006 2.8350000000000004 1.4950000000000008 -2.8333333333333326 2.1350000000000011 5.9000000000000012 9.5000000000000018 1.1000000000000003 9.3000000000000025 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 -6 7 8 -1 11 -11 -8 right_child=-2 2 -4 -5 5 -7 9 -9 -10 10 -12 -13 leaf_value=0.010829350950580083 -0.009253892402329213 0.022464946749692467 -0.0093243985271961021 0.0031047434842548455 0.0075504187444159227 -0.019386655322986716 -3.2850887409265929e-05 0.018966045756064198 -0.011627351669167663 -0.0064477101317793701 0.0090842063636793688 -0.0079958071131446089 leaf_weight=8.2382601723074931 6.3473667800426474 6.6440242230892199 6.3893840909004203 6.3557816371321678 5.2640837579965574 7.8432271480560303 7753.8189501091838 6.8833693563938132 7.0295210629701605 12.853824764490126 25.951842695474625 12.183728545904158 leaf_count=25 21 24 19 23 20 24 26661 25 21 42 77 35 internal_value=-1.56203e-05 -8.15936e-06 0.00564302 0.0129995 -2.21352e-05 -0.00856834 -7.82345e-06 0.00623131 0.00048994 -2.5531e-05 0.00393948 -4.53436e-05 internal_weight=7865.8 7859.46 19.3892 12.9998 7840.07 13.1073 7826.96 22.1512 15.2678 7804.81 38.8057 7766 internal_count=27017 26996 66 47 26930 44 26886 71 46 26815 119 26696 is_linear=0 shrinkage=0.03 Tree=693 num_leaves=29 num_cat=0 split_feature=9 10 11 4 5 4 2 12 9 12 6 9 9 11 2 9 8 10 6 4 2 5 10 2 4 0 6 2 split_gain=0.593475 0.608933 2.72076 3.865 4.73492 3.44714 3.27166 3.34569 3.23084 3.184 2.89235 2.65644 2.49218 2.45756 2.20446 1.82846 0.800542 2.35379 4.0731 3.15311 2.55254 0.96707 2.53455 3.19601 1.51582 0.813977 2.95676 1.05252 threshold=10.500000000000002 1.5000000000000004 0.33333333333333326 1.8900000000000006 1.8550000000000004 1.7300000000000004 2.5000000000000004 4.700000000000002 4.3000000000000016 2.9000000000000008 0.90000000000000013 5.7000000000000002 3.3000000000000003 0.83333333333333337 1.9000000000000001 6.1000000000000005 1.9000000000000001 0.33333333333333326 2.1000000000000005 0.73500000000000032 1.5000000000000002 0.74500000000000033 -0.83333333333333315 1.3 1.5050000000000006 875.00000000000011 1.3 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 3 5 9 10 8 13 12 -5 -3 -10 -4 -8 -7 -6 17 18 19 -1 -19 22 23 -18 -24 27 -27 -23 right_child=-2 2 6 4 15 14 7 -9 11 -11 -12 -13 -14 -15 -16 -17 21 20 -20 -21 -22 25 24 -25 -26 26 -28 -29 leaf_value=0.0092340475586074576 -0.0089421200296398908 0.0044915559210539106 0.0067486775292054249 0.022162084511671478 -0.021741777240585347 -0.02260209392083248 -0.0056376375536693673 0.007570404385049999 0.011798422790875007 0.0035516081095597531 -0.005395671682632738 0.0016366888576807388 -0.0082614717073753487 -0.026696182333964938 -0.0073992748761179178 -0.0005994350491325401 -0.021923435512431731 -0.020793426474760814 0.016931371473618517 -0.01174519607945779 0.0016066213898292753 -8.601092448971842e-05 0.0088261507880198209 0.0067281111986954197 -0.0012739966455874382 -0.00018278192691631513 0.0076591599218873395 0.0013235963799861157 leaf_weight=9.5365586876869219 6.6829436719417563 33.806449860334396 15.546076908707617 9.9503994435071927 8.1982691735029203 14.55691973865032 13.231297239661222 9.8606067821383458 49.675980664789677 49.101104103028774 125.41041910648346 43.364222809672356 27.682039722800255 8.0051622092723829 20.92125229537487 6.68211406469345 7.2997016012668592 11.71912130713463 10.346908688545225 19.906234949827194 7.5140360593795767 7724.5820773132145 45.988453954458237 6.7384350672364235 18.856503956019878 169.44671496748924 58.112939357757568 508.09231204167008 leaf_count=29 31 99 45 32 25 42 46 32 144 168 375 138 80 25 63 21 20 37 32 60 24 22791 131 24 64 621 196 1622 internal_value=-5.40387e-06 1.20701e-06 -0.00109256 -0.00296318 0.00287642 -0.00518066 0.00190984 -0.00687048 0.00391355 0.00668754 -0.00329632 0.00706224 -0.00286339 -0.0135757 -0.0136371 -0.0122477 5.66696e-05 -0.00342516 0.000740035 -0.00494999 -0.0120421 8.07362e-05 0.00338704 -0.00817043 0.00588909 4.99082e-05 0.00181985 9.85184e-07 internal_weight=9040.82 9034.13 435.992 268.627 73.9319 194.695 167.365 31.0971 136.268 59.0515 159.217 93.0402 43.2281 21.2365 35.4782 14.8804 8598.14 59.0229 39.7897 29.4428 19.2332 8539.12 78.8831 14.0381 64.845 8460.23 227.56 8232.67 internal_count=27017 26986 1335 825 246 579 510 103 407 200 474 282 125 71 105 46 25651 182 121 89 61 25469 239 44 195 25230 817 24413 is_linear=0 shrinkage=0.03 Tree=694 num_leaves=31 num_cat=0 split_feature=11 4 13 6 11 4 7 6 11 8 6 10 6 5 13 3 6 12 6 8 11 9 13 12 5 4 12 0 13 5 split_gain=0.451013 0.44714 2.90141 3.21342 4.71953 2.6679 3.94457 4.82183 4.75645 4.70641 2.73132 3.64969 3.04935 2.65546 2.55732 3.16547 3.98569 3.50029 2.61932 2.55777 2.3271 2.40581 1.87751 4.69372 3.05813 2.3917 2.26456 3.93024 1.66552 1.349 threshold=3.1666666666666674 1.2550000000000006 1.5000000000000002 0.70000000000000007 1.0000000180025095e-35 1.3550000000000006 1.5000000000000002 0.90000000000000013 -1.0000000180025095e-35 6.7000000000000002 2.1000000000000005 1.0000000180025095e-35 0.50000000000000011 1.9900000000000007 2.1000000000000005 0.90000000000000013 2.9000000000000004 1.3000000000000003 1.7000000000000004 4.1000000000000005 0.33333333333333326 5.7000000000000002 3.9000000000000008 1.7000000000000004 0.8300000000000004 1.4650000000000005 1.1000000000000003 350.00000000000006 3.5000000000000004 1.2850000000000008 decision_type=2 2 2 2 2 2 2 2 2 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 13 6 7 8 -3 -9 12 -12 -8 -1 18 16 -16 -17 19 -4 21 -5 26 25 -25 -24 27 -7 -28 -6 right_child=-2 5 14 20 29 22 10 9 -10 -11 11 -13 -14 -15 15 17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31 leaf_value=-0.011795884435267733 -0.0065164020068931208 -0.0012362510575407344 0.0044793898164896947 0.0016659999153179194 -0.0019609945363861722 0.026788318616542697 -0.010052335736967679 -0.0019596446604472715 0.011009560711028011 0.012220652582778473 -0.0086513547479486804 0.0074494558539306205 0.0062729386304109132 0.0091093663694399828 0.0010039387777959696 0.012986644768543627 0.016569525994322661 -0.0014076569711362391 0.020551779049927024 -0.00043149925654089092 -0.018403934250864409 -0.016938537050497117 -0.026409833570013884 0.017651102743008296 -0.0017540959724991097 -0.007468682335740523 -0.00019409839972549557 0.0010251884674194953 0.0020187988211061159 0.011742952123596051 leaf_weight=30.283718943595886 9.480292469263075 50.926684558391571 176.06653324514627 17.26612921059132 9.0892816781997698 7.7644841820001629 10.732904568314551 419.50110521167517 64.957292258739471 22.178675107657909 30.250006332993507 21.803635686635971 253.79049667716026 6.6736586838960639 526.16216205060482 15.369934946298597 15.233886703848837 1410.6531218290329 6.8357629701495162 208.47075390815735 20.876809909939766 9.8096279650926572 9.6995617449283618 7.4986631870269767 289.07914615422487 15.729544952511786 3446.5729038864374 16.991559013724327 335.93988610804081 22.390484631061554 leaf_count=104 45 173 590 58 30 27 39 1446 209 79 104 71 852 25 1771 51 48 4863 25 714 75 38 36 29 1079 59 13016 61 1226 74 internal_value=2.28783e-05 3.11679e-05 -0.000298641 -0.00492256 -0.000749945 0.000194324 0.00169996 0.000181428 0.00562798 -0.00124759 0.00437443 -0.00190723 0.00561055 -0.00802087 -7.04836e-05 -0.000511055 0.00144193 -0.00125251 0.00214425 0.00181703 -0.0108776 -0.00507448 -0.000124409 -0.00232404 -0.00126346 -0.0146935 6.16289e-05 0.00910554 2.43773e-06 0.00778616 internal_weight=7488.08 7478.6 2475.18 116.39 68.4371 5003.42 874.141 557.564 115.884 441.68 316.577 52.0536 264.523 36.9574 2358.79 1967.42 541.396 1426.02 391.373 384.537 47.9526 27.0758 4129.28 322.007 296.578 25.4291 3807.27 24.756 3782.51 31.4798 internal_count=27017 26972 8466 404 233 18506 2973 1907 382 1525 1066 175 891 129 8062 6733 1819 4914 1329 1304 171 96 15533 1203 1108 95 14330 88 14242 104 is_linear=0 shrinkage=0.03 Tree=695 num_leaves=20 num_cat=0 split_feature=4 3 3 4 4 8 2 9 12 9 6 2 5 10 13 8 8 5 11 split_gain=0.5865 1.18547 1.82068 0.887701 1.07925 2.76084 1.28225 1.23536 0.920108 0.855288 1.05342 0.802037 1.83958 0.743429 0.695388 0.671691 2.29205 0.00120121 0.000693947 threshold=2.7150000000000003 1.9000000000000001 2.5000000000000004 2.5850000000000013 2.6350000000000011 7.9000000000000012 3.1000000000000005 6.7000000000000002 6.5000000000000009 3.7000000000000006 1.3 3.5000000000000004 1.2350000000000008 1.1666666666666672 2.1000000000000005 10.100000000000001 9.3000000000000025 1.7000000000000004 0.83333333333333337 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 9 -3 8 5 6 -5 14 11 -2 17 15 -13 -14 -6 16 -1 18 -11 right_child=1 2 -4 4 7 -7 -8 -9 -10 10 -12 12 13 -15 -16 -17 -18 -19 -20 leaf_value=-2.6838702896549978e-06 0.0050285800255682554 0.01144060612419863 -0.012967280452709817 -0.013224370823498758 0.0033886388063076875 0.035180065341385708 0.014939220180815151 0.015027425682498353 0.011476073546119086 -0.021079647499813142 0.0010402714646772972 0.014238701006086386 -0.022252456066374379 -0.0032485575672945672 -0.015742489097017781 0.0082923063852545029 -0.012002615547402527 -0.022181243192464332 -0.021866381550452813 leaf_weight=7782.8882354572415 2.2606792505830553 7.1211278885602933 4.4815176948904991 2.8316418044269103 3.0200290605425817 3.4278785437345505 2.9924706108868122 3.2203555554151535 6.2637263759970656 3.0265404842793924 2.5247525796294212 2.4825713559985143 5.0812921226024628 2.915765143930912 3.9419327974319458 8.7489785701036435 14.351865507662295 2.3183962106704712 1.5137276351451872 leaf_count=26486 30 35 20 20 17 18 21 14 23 50 21 23 45 18 33 36 71 21 15 internal_value=-1.55693e-05 -0.00477365 0.00201307 -1.46485e-06 0.00640224 0.0138188 0.00124628 -0.000336701 -1.73738e-05 -0.0115362 -0.015527 -2.65841e-05 -0.0083204 -0.0153235 -0.0074436 -1.54495e-05 -2.47714e-05 -0.0216256 -0.0213419 internal_weight=7865.41 23.2467 11.6026 7842.17 19.4343 9.25199 5.82411 10.1823 7822.73 11.6441 9.38342 7816.47 10.4796 7.99706 6.96196 7805.99 7797.24 6.85866 4.54027 internal_count=27017 192 55 26825 123 59 41 64 26702 137 107 26679 86 63 50 26593 26557 86 65 is_linear=0 shrinkage=0.03 Tree=696 num_leaves=28 num_cat=0 split_feature=13 10 12 5 13 11 9 13 2 2 11 2 10 4 8 3 5 6 10 3 4 10 8 2 13 4 3 split_gain=0.589105 0.64564 2.23686 2.57614 5.93788 2.81981 2.79957 5.64211 2.9006 2.27602 3.07689 2.59181 3.55027 2.52349 2.43415 2.07577 1.95932 2.47446 1.72851 2.32502 2.90164 2.00681 1.69326 1.74311 1.63552 1.27156 0.628005 threshold=6.1000000000000005 -0.49999999999999994 3.5000000000000004 2.2550000000000012 2.7000000000000006 -0.33333333333333309 6.9000000000000012 3.9000000000000008 0.90000000000000013 3.1000000000000005 0.83333333333333337 2.5000000000000004 -1.1666666666666663 2.3950000000000009 2.5000000000000004 2.1000000000000005 2.7050000000000005 1.1000000000000003 -0.33333333333333309 0.3000000000000001 1.3450000000000006 -0.33333333333333331 10.100000000000001 1.0000000180025095e-35 2.7000000000000006 1.7950000000000006 3.3000000000000003 decision_type=2 2 2 2 2 2 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 15 -6 8 -8 -1 11 24 14 -13 -12 -4 -5 18 -18 19 20 -3 -21 23 -20 -11 26 -19 right_child=-2 16 9 4 5 -7 7 -9 -10 10 13 12 -14 -15 -16 -17 17 25 22 21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.00072549288061374143 0.0078353969387607841 0.019034776644719892 -0.020907830711339233 -0.006319724592213455 0.041833190851160294 0.012114260398228778 -0.004305513720907676 0.019455630094746407 0.001723807633949173 0.00769215882946083 -0.020340736513178821 -0.011788527469280403 -0.00018370556536621735 0.0078468089399414912 -0.00054172969148259798 0.01336345271376751 0.0058309827771789386 -0.023928607307210727 0.013012029031408917 -0.00044578717061613082 -0.0016122709130227016 -0.0030311741889491933 -0.015124662626157546 9.5787803998456254e-05 0.026216286020711341 -0.0032121831448496071 -0.010225969838476233 leaf_weight=632.53282766789198 8.6173461973667127 11.423140257596971 5.365285411477088 15.153169468045236 5.5671602934598923 5.9384204223752004 164.45774114131927 9.5142434835433942 1394.5522792190313 16.155590400099758 5.8516838699579221 51.522499367594719 43.978074640035629 5.5881800353527069 339.05249660462141 7.072732798755168 8.1985703110694903 8.6271864250302333 9.4211091399192792 773.16788069158792 13.210074186325071 415.37357325106859 6.566084772348403 5065.8495675623417 5.8404220938682547 6.8295091912150374 4.6234257817268363 leaf_count=1844 25 32 20 56 20 23 503 29 4010 64 18 161 144 22 1102 34 37 47 29 2324 38 1226 21 15096 25 28 39 internal_value=-4.73924e-06 -1.22199e-05 0.000375371 0.000772179 0.00900002 0.0264942 0.000646086 -0.00300606 0.000959526 -0.00149803 0.00604762 -0.00207153 -0.0064445 -0.0065716 -0.00085899 -5.61384e-05 -0.000178218 -0.00805721 -0.000142823 -0.00116026 0.00796237 -0.00134933 0.000100067 0.000119764 0.0126107 -0.0137277 -0.0191475 internal_weight=9040.05 9031.43 2708.14 2234.79 33.7315 11.5056 2201.06 173.972 2027.09 473.354 33.4359 439.918 95.5006 11.4399 344.418 22.2259 6323.29 28.2787 6295.01 1213.17 24.6332 1188.54 5081.84 5075.27 21.996 20.0801 13.2506 internal_count=27017 26992 8075 6519 133 43 6386 532 5854 1556 129 1427 305 40 1122 90 18917 151 18766 3620 70 3550 15146 15125 89 114 86 is_linear=0 shrinkage=0.03 Tree=697 num_leaves=31 num_cat=0 split_feature=12 4 0 10 10 13 2 5 5 10 7 0 12 5 9 0 11 13 5 4 5 10 9 10 2 13 11 7 13 5 split_gain=0.452712 2.72351 2.52459 1.98756 2.66653 2.14715 0.844429 2.69112 2.23579 1.9096 1.83846 1.7626 0.805972 0.803585 4.81952 8.54159 7.9572 5.01699 4.09811 4.03092 2.81626 4.21948 2.32924 4.78212 2.29619 2.15806 2.11602 1.56256 0.240114 0.149998 threshold=0.90000000000000013 1.2650000000000008 475.00000000000006 0.33333333333333326 -0.49999999999999994 3.7000000000000006 0.3000000000000001 1.9750000000000003 1.1150000000000009 -1.0000000180025095e-35 2.1000000000000005 475.00000000000006 1.1000000000000003 0.97000000000000031 3.5000000000000004 475.00000000000006 -1.0000000180025095e-35 4.1000000000000005 0.91000000000000036 1.0750000000000008 0.99000000000000021 0.83333333333333337 3.1000000000000005 1.1666666666666672 1.3 2.7000000000000006 -0.33333333333333331 2.9000000000000004 3.1000000000000005 1.0350000000000008 decision_type=2 2 2 2 2 2 2 2 2 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 29 7 8 12 -9 11 -10 -2 14 15 24 -17 19 -19 -16 21 25 23 -22 -8 -15 -23 -24 -5 -6 right_child=6 2 -4 28 5 -7 13 9 10 -11 -12 -13 -14 20 17 16 -18 18 -20 -21 22 26 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0021147821142610533 0.0013780639001464952 0.018079404655935258 -0.0056454130518541756 0.0078208978837834633 -0.020384742054623702 -0.0026016118775377948 -0.0044097395782810586 -0.020769748808480936 0.0089275309449416401 0.0030683626170872553 0.01887522427333253 0.00029352355986632085 -0.012963101386934297 -0.0029772546321106636 -0.005212261070649267 0.014125506025745685 -0.0034828762392077306 0.0067563610976278648 0.029901271342064682 0.0042720077303139625 0.0032232451299907465 -0.0048510232121257478 -0.00011238658243077214 -0.0082697788768088167 -0.013403714646769595 -0.014671027622560239 0.019593594501911751 -0.0049083051437149418 -0.00083012432961966024 -0.026935933869902954 leaf_weight=9.1647154688835126 6.0854271948337546 9.1700159758329409 7.2110641449689856 5.8957227766513807 5.2131573855876976 5.9381423294544211 58.889002621173859 7.1671500205993652 40.520809590816498 5.2323993295431119 8.6930841505527479 44.815097793936729 8.3887047171592695 25.356676399707794 50.561811089515686 40.835152707993984 53.174139425158501 18.292968377470974 11.040744602680205 199.32132557034492 365.32401287555695 5.4895434081554413 6299.8420820534229 35.773964338004589 45.122683241963387 32.291931070387363 7.5987872481346113 61.740461297333241 5.6591842174530029 7.9305769801139832 leaf_count=32 20 31 27 20 20 20 200 32 134 22 27 151 29 99 170 156 207 66 40 760 1257 21 22723 127 183 118 26 251 20 28 internal_value=2.25446e-05 -0.0026603 0.00763558 -0.00689777 -0.0111856 -0.0175735 4.28269e-05 0.00252953 0.00404257 -0.0107105 0.00573216 0.00439329 -0.00693358 1.70224e-06 0.00119188 -0.00238802 0.00416574 0.00373075 0.0154677 0.00235294 -8.14181e-05 -0.00603633 -1.91304e-05 0.00219818 -0.00831153 -0.00952753 0.00934097 -0.000158932 0.00358393 -0.0243376 internal_weight=7487.74 56.1826 16.3811 39.8015 28.2466 19.0819 7431.56 120.903 108.503 12.3995 94.029 85.3359 14.4741 7310.66 477.238 198.021 94.0093 279.217 29.3337 249.883 6833.42 70.7369 6762.68 401.098 104.012 57.6486 13.0883 6361.58 11.5549 13.1437 internal_count=27017 198 58 140 100 68 26819 415 361 54 312 285 49 26404 1782 746 363 1036 106 930 24622 264 24358 1384 383 217 47 22974 40 48 is_linear=0 shrinkage=0.03 Tree=698 num_leaves=12 num_cat=0 split_feature=5 5 12 5 4 11 0 9 10 8 7 split_gain=0.586674 0.660763 2.31851 1.03618 2.45245 0.91978 1.76381 1.35497 0.653248 2.78044 0.719612 threshold=3.2350000000000008 2.9150000000000005 4.3000000000000016 2.8350000000000004 1.4950000000000008 -2.8333333333333326 350.00000000000006 6.1000000000000005 -2.1666666666666656 6.1000000000000005 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 6 -1 -8 9 -7 -10 right_child=-2 2 -4 4 -6 8 7 -9 10 -11 -12 leaf_value=-0.0040474492094737125 -0.0091286888196821896 0.018267598721609477 -0.0029435258350765793 0.0074121097597775361 -0.019094540714611332 0.0010227376978029232 0.022205644693895087 0.0028050187725318799 1.3976101658698766e-05 -0.010708086162290346 -0.007791267984222314 leaf_weight=9.0781075954437274 6.353266015648841 7.7237310558557537 11.608670949935911 5.2462565898895246 7.8302260562777519 58.119101572781801 6.9637469947338086 6.058981642127037 7708.7634562402964 26.464753575623035 10.645534828305243 leaf_count=28 21 27 39 20 24 225 22 21 26406 131 53 internal_value=-1.60162e-05 -8.64901e-06 0.0055308 -2.231e-05 -0.00846013 -8.2114e-06 0.00610325 0.0131793 -2.5519e-05 -0.00264762 3.2122e-06 internal_weight=7864.86 7858.5 19.3324 7839.17 13.0765 7826.09 22.1008 13.0227 7803.99 84.5839 7719.41 internal_count=27017 26996 66 26930 44 26886 71 43 26815 356 26459 is_linear=0 shrinkage=0.03 Tree=699 num_leaves=24 num_cat=0 split_feature=4 4 4 4 9 9 10 12 13 12 8 10 11 9 4 12 2 5 4 2 12 4 5 split_gain=0.582967 1.23823 0.906298 4.22581 1.78831 2.30426 2.26057 1.83178 1.33506 1.13315 3.04591 1.76588 1.99242 1.49951 1.07433 1.02944 2.47293 2.05199 1.99584 1.09255 0.994936 0.790982 0.64488 threshold=2.975000000000001 3.0750000000000006 2.3550000000000009 2.3750000000000009 3.7000000000000006 3.3000000000000003 -1.8333333333333328 4.1000000000000005 2.3000000000000007 4.9000000000000012 8.3000000000000025 1.5000000000000004 1.0000000180025095e-35 6.3000000000000016 2.5350000000000006 4.700000000000002 1.5000000000000002 2.8950000000000009 1.4350000000000007 3.3000000000000003 4.1000000000000005 2.5350000000000006 3.0450000000000004 decision_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 8 5 14 21 -8 -4 15 11 13 -13 -11 -5 17 -17 19 -18 -1 -7 -6 -19 right_child=1 -3 3 4 6 20 7 -9 -10 10 -12 12 -14 -15 -16 16 18 22 -20 -21 -22 -23 -24 leaf_value=-1.1737132971856935e-06 -0.015030754107338463 0.0022737427956801407 0.0081930646120355142 -0.0068801002601600984 0.0073811397533925238 -0.0066420614809647198 -0.0025091553650608738 0.0045900586565073226 0.024415164242173271 -5.0396280262077722e-05 0.01709016206607817 -0.026129539014423778 -0.0019355021214822565 -0.0075044013849712415 0.0097984919906476831 0.019076487598762248 -0.015227442091685996 -0.023328724956108948 0.0032958884267454964 -0.008996329457978668 -0.022447944720417688 0.023204173409212912 -0.0055601046148686592 leaf_weight=8621.1010162755847 7.0750058442354185 7.8517426699399948 9.815975524485113 6.2828938141465205 6.0985630601644498 6.9942563325166685 69.226158604025841 62.014755338430405 8.5368910282850248 67.478903844952583 6.5112119913101187 6.5113441720604879 5.7852143794298172 37.948907040059566 7.7798746898770332 8.2253902256488782 5.7735735923051825 4.2859588861465445 56.138082429766655 12.169694438576697 7.3517062366008759 5.3269352093338966 3.2189169451594353 leaf_count=25448 24 27 37 25 20 27 252 233 34 240 20 25 24 169 36 36 21 27 180 45 26 23 18 internal_value=-4.45314e-06 -0.00592827 5.34492e-06 0.00205853 0.000590914 -0.00628268 0.00195963 0.000845408 0.0157388 -3.86759e-05 -0.00288357 -0.0039883 -0.0147469 -0.00273348 0.00234691 1.89818e-06 0.00362176 -2.74842e-05 0.00156849 -1.38535e-05 -0.0147419 0.0147583 -0.0157076 internal_weight=9039.5 14.9267 9024.58 189.428 171.075 28.4087 142.666 131.241 18.3529 8835.15 124.236 117.724 12.2966 105.428 14.0628 8710.91 70.137 8640.78 61.9117 8633.27 14.346 11.4255 7.50488 internal_count=27017 51 26966 713 642 114 528 485 71 26253 478 458 49 409 61 25775 237 25538 201 25493 53 43 45 is_linear=0 shrinkage=0.03 Tree=700 num_leaves=28 num_cat=0 split_feature=8 4 7 4 4 11 9 13 0 5 8 5 11 2 4 2 6 5 13 9 3 2 5 0 12 10 12 split_gain=0.448404 2.02289 1.90095 1.74193 5.09096 3.71656 2.97261 1.73626 3.26347 2.09163 1.35725 4.70347 3.00865 4.98895 4.21606 3.59919 2.85229 2.97966 2.24629 1.098 4.038 2.36658 1.61409 1.12576 1.11037 1.71552 1.14775 threshold=6.3000000000000016 0.97000000000000031 3.1000000000000005 1.3350000000000006 1.2350000000000005 0.33333333333333326 5.1000000000000005 1.5000000000000002 875.00000000000011 2.4050000000000007 5.9000000000000012 0.79500000000000004 0.50000000000000022 1.5000000000000002 1.4550000000000007 1.7000000000000004 0.50000000000000011 1.3850000000000005 1.5000000000000002 1.7000000000000004 0.90000000000000013 1.1000000000000003 0.62500000000000033 475.00000000000006 4.9000000000000012 -1.4999999999999996 4.700000000000002 decision_type=2 2 2 2 2 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 4 5 -3 -6 8 -5 -9 19 -12 16 14 -14 -15 17 -13 -18 20 -1 -22 23 -21 26 -26 -24 right_child=1 2 -4 7 6 -7 -8 9 -10 -11 11 12 13 15 -16 -17 18 -19 -20 22 21 -23 24 -25 25 -27 -28 leaf_value=-0.014333504226464006 -0.015062470764437464 0.0028554288402812805 0.014542102200997418 -0.0072464314795734281 0.01391764316789278 -0.010861562905845001 0.0011334552374076148 -0.00082298968801439284 0.0095897337723838197 0.0085975898275960673 0.02404627460972171 -0.021444109636589995 -0.0005193351812796032 0.015356119817639367 -0.013804798487222271 -0.00045339488855174317 0.014932292831915928 0.0013752668916724832 0.0029743709939792635 -0.020380030325442618 0.030166932611874701 0.0058516916111167137 -2.2991405221473015e-05 -0.0021498315611866146 0.017547305237208703 0.0021023366144205286 -0.0047300675902398077 leaf_weight=5.9005099087953594 8.5655499249696714 42.381786659359932 7.5829356312751761 77.103263169527054 38.953847438097 30.621808916330338 28.234267145395279 821.05514148622751 11.970526263117788 21.774087935686111 8.2815691381692869 8.5942453593015689 44.065197467803955 18.202849321067333 41.976976320147514 44.99821625649929 14.836231783032416 12.850073792040346 300.52921357750893 5.8805290609598142 5.7142224907875052 9.7483251839876157 5737.1863756924868 6.3306052982807159 7.040766902267932 80.173236731439829 47.003390081226826 leaf_count=21 34 152 37 318 133 113 105 3473 51 91 32 40 156 65 153 180 52 51 1101 25 17 37 19997 26 28 344 185 internal_value=2.20804e-05 -0.000540895 -0.000425689 -0.000531557 0.00258621 -0.00289825 0.00854538 -0.00100058 -0.00498384 -0.000579614 0.000117818 0.00162784 0.00124586 -0.0022999 -0.00700085 0.00409998 0.00281702 -0.00777006 0.00353693 -8.59324e-06 0.00678039 0.0148374 -3.32436e-05 -0.010929 -1.05831e-05 0.00334921 -6.1242e-05 internal_weight=7487.56 1088.24 1079.68 1072.09 140.192 73.0036 67.1881 931.903 89.0738 842.829 6399.31 494.335 486.053 149.243 86.0422 63.2011 336.81 21.4443 315.365 5904.98 21.3631 15.4625 5883.61 12.2111 5871.4 87.214 5784.19 internal_count=27017 4507 4473 4436 503 265 238 3933 369 3564 22510 1830 1798 554 309 245 1244 91 1153 20680 75 54 20605 51 20554 372 20182 is_linear=0 shrinkage=0.03 Tree=701 num_leaves=8 num_cat=0 split_feature=9 9 9 8 7 5 2 split_gain=0.588601 1.65755 2.30057 0.755542 0.704052 2.90381 2.22683 threshold=0.70000000000000007 1.5000000000000002 1.7000000000000004 1.1000000000000003 2.1000000000000005 0.67500000000000016 0.3000000000000001 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=-0.010089688916955315 0.015369984753409711 -0.015310768995489891 0.00933263752653039 -0.013427448196749511 -0.012521689708652634 0.00010510687378961683 -0.00066303715691923455 leaf_weight=5.2166307345032683 6.3022160977125159 8.8474553227424604 7.7921874523162833 14.299667794257401 14.539178922772406 7087.3310616668314 720.06361360475421 leaf_count=24 26 39 22 80 52 23873 2901 internal_value=-1.59038e-05 -9.2172e-06 -2.15596e-05 -4.31452e-06 -1.3599e-05 7.78581e-05 -0.000897742 internal_weight=7864.39 7859.18 7852.87 7844.03 7836.23 7101.63 734.603 internal_count=27017 26993 26967 26928 26906 23953 2953 is_linear=0 shrinkage=0.03 Tree=702 num_leaves=10 num_cat=0 split_feature=8 8 10 12 4 4 4 6 2 split_gain=0.578476 1.20043 2.60212 2.32416 0.913634 1.25981 1.33599 2.86791 0.730245 threshold=1.0000000180025095e-35 1.7000000000000004 1.0000000180025095e-35 2.3000000000000007 0.53500000000000014 0.61500000000000021 0.68500000000000016 1.7000000000000004 0.3000000000000001 decision_type=2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -3 -6 7 -7 -8 right_child=1 4 -4 -5 5 6 8 -9 -10 leaf_value=0.0088107932422001097 0.010585946452057994 -0.010813776724928873 -0.017733157956733556 -0.011038792212192085 0.0095258764998638421 0.0027543130156136653 -0.0021078991812406647 -0.016963441409625361 5.8133771284362794e-05 leaf_weight=6.6947629749774924 9.9419237077236229 7.0150650888681403 10.842117682099341 8.1316953450441343 12.522389963269232 13.831534758210184 142.34361536055803 12.766518168151377 8814.8770007416606 leaf_count=21 29 21 35 26 38 45 453 43 26306 internal_value=-4.47424e-06 -1.10082e-05 -0.00611378 0.000856529 8.59188e-06 1.70308e-05 3.77661e-06 -0.0067098 2.37123e-05 internal_weight=9038.97 9032.27 28.9157 18.0736 9003.36 8996.34 8983.82 26.5981 8957.22 internal_count=27017 26996 90 55 26906 26885 26847 88 26759 is_linear=0 shrinkage=0.03 Tree=703 num_leaves=31 num_cat=0 split_feature=8 0 4 2 6 6 6 9 4 2 6 6 4 0 12 4 12 0 6 4 4 12 5 11 9 9 8 5 5 3 split_gain=0.443883 1.98934 2.58025 3.37629 3.54503 6.8066 3.51308 4.15468 2.59817 2.13527 2.09648 2.12671 1.91776 2.94893 3.57864 2.45174 3.30373 2.25698 1.77843 1.90292 1.67551 1.65632 1.35039 1.63022 1.14285 1.7471 1.03589 2.88026 3.87465 2.69002 threshold=2.9000000000000004 350.00000000000006 1.1250000000000007 0.90000000000000013 2.1000000000000005 1.7000000000000004 0.90000000000000013 2.7000000000000006 1.3750000000000007 0.50000000000000011 1.5000000000000002 1.1000000000000003 1.0150000000000006 525.00000000000011 1.5000000000000002 1.6400000000000006 3.7000000000000006 575.00000000000011 2.1000000000000005 0.89000000000000024 0.8650000000000001 2.9000000000000008 1.6050000000000004 1.0000000180025095e-35 1.5000000000000002 1.7000000000000004 3.9000000000000004 2.0450000000000008 2.2150000000000012 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 22 18 11 -10 13 14 -11 16 -14 -15 19 -3 -6 -17 23 -4 -2 -26 27 29 -29 -27 right_child=24 9 8 6 20 -7 7 -9 10 12 -12 -13 15 17 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=0.001848587073247797 -0.014067792426549968 -0.022804494037033819 -0.014473470959466345 0.012325041801248474 -0.018225108863029898 0.03436521910015488 0.010022854390028275 -0.015321382473492328 0.0048899189092597075 -0.022603279743904654 0.01173462289763021 -0.021247249352280884 6.1988018285499447e-05 0.015980278840864393 0.0027824322792101789 0.000517961267177187 -0.013178469620470454 0.0017252170574766268 0.0044539051392144119 -0.0032862718626515157 0.0037054933763054449 0.022941057274822443 -0.020756024693057637 0.00076118507506731754 0.012254303947746891 0.0020085046088970473 -0.00011158256070322218 0.011063891116917789 -0.00017105184633942115 -0.00074582361750891927 leaf_weight=18.253136008977894 5.1347082108259192 8.9364292621612602 17.850779712200168 7.6283645927906027 6.2148883640766126 8.4879633784294111 7.3290339410305014 28.297484442591667 5.6523728519678134 5.7325953841209403 8.4343908876180631 5.5555512309074402 170.13220050930977 26.329403415322304 38.993033438920975 5.4352742880582792 18.838657304644585 16.113902539014816 7.4399976879358283 9.0464731603860837 6.3276298642158508 6.5228723436594009 13.15388862788677 9.7877130806446058 10.611600935459135 547.6048553660512 5592.1527976989746 55.254012502729893 55.253935076296329 764.87799641489983 leaf_count=62 23 34 67 29 22 27 29 103 20 19 29 20 594 87 132 20 76 56 26 34 21 23 56 35 31 1806 20553 191 236 2556 internal_value=2.15152e-05 -0.000885006 -0.00381769 -0.000369108 0.00599775 0.0121698 -0.00615142 -0.0101076 -0.00852757 0.000452368 0.000436499 -0.00806577 0.00118782 0.00490394 -0.000471318 -0.000424337 -0.00125796 0.0105682 -0.00788198 -0.0129857 -0.00716124 0.0127492 -0.0128439 -0.00907837 8.03729e-05 9.07129e-05 7.23134e-05 0.000794999 0.00544642 0.00040336 internal_weight=7487.38 456.494 142.973 82.5385 39.2836 26.7411 43.2549 35.6265 60.4347 313.521 19.6423 11.2079 288.098 87.1689 44.7256 200.929 188.971 42.4433 25.4229 17.9829 12.5425 11.9581 40.7924 27.6385 7030.89 7025.76 7015.14 1422.99 110.508 1312.48 internal_count=27017 1621 520 293 132 89 161 132 227 1101 69 40 1007 294 151 713 670 143 94 68 43 43 158 102 25396 25373 25342 4789 427 4362 is_linear=0 shrinkage=0.03 Tree=704 num_leaves=31 num_cat=0 split_feature=13 10 11 5 5 8 3 0 6 0 2 13 5 9 3 6 4 4 12 4 8 7 10 7 3 4 3 8 4 3 split_gain=0.591726 2.90105 3.54807 3.47732 3.15773 3.07589 3.02795 2.73583 4.14214 4.00154 3.78176 2.76562 2.71998 2.5768 2.39161 2.38263 2.26943 4.89281 4.16385 3.8181 4.47757 3.73356 2.20336 2.02749 2.10962 2.45934 6.49284 3.74646 6.99666 2.00005 threshold=2.3000000000000007 -1.0000000180025095e-35 -0.83333333333333315 2.8450000000000011 1.0450000000000006 2.5000000000000004 1.5000000000000002 350.00000000000006 0.3000000000000001 475.00000000000006 1.5000000000000002 1.7000000000000004 1.4850000000000008 4.7000000000000002 1.3 1.7000000000000004 1.7300000000000004 1.7750000000000004 4.1000000000000005 1.2550000000000006 2.9000000000000004 0.3000000000000001 -1.1666666666666663 0.70000000000000007 0.50000000000000011 0.95000000000000018 1.1000000000000003 3.3000000000000003 1.1650000000000007 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 16 4 13 6 -6 8 14 10 -9 -11 -10 22 -4 -7 19 -18 -19 20 -3 -21 -1 24 -2 26 -26 29 -29 -27 right_child=23 2 7 -5 5 15 -8 9 12 11 -12 -13 -14 -15 -16 -17 17 18 -20 21 -22 -23 -24 -25 25 27 -28 28 -30 -31 leaf_value=0.010855276151471834 0.017925385943940209 -0.014396100521145948 -0.00089759222056916385 -0.016633330859103179 0.0020000901239931495 0.0013232667078443346 0.024943728476506853 -0.010320301369698262 0.0027845802593682236 0.0011848449704263931 -0.001207743284061272 -0.0033104924350288488 -0.001998129160674011 -0.014348691138971883 -0.027731402803973147 -0.0085198498280791204 0.033006534313782303 0.0099719103072300336 -0.0082923037791802386 0.017941339443700511 0.008267264887990412 -0.0041781232270391632 -0.0047611741944075777 3.4976703123121357e-05 0.016021386575953925 -0.0023262131578193567 -0.015863070960863791 0.01675879712830651 0.0020534669321555718 -0.02114055439277299 leaf_weight=10.178012177348135 8.0374986529350263 8.8710534721612913 4.9431051388382894 10.252578988671301 11.037481606006624 991.23740224167705 9.7497456073760969 113.1865866035223 213.81344874948263 182.2682973369956 64.257086873054504 379.89115506783128 214.2627759501338 19.961899131536484 7.5628097578883171 22.638147503137589 5.9085158482193938 35.523861639201641 16.429746072739363 7.2989549338817588 67.884497240185738 116.26002987474203 40.43700785562396 5060.6263719983399 8.2496141791343707 20.087121918797497 18.955638885498047 36.061524897813797 151.26576901227236 6.8088770955801001 leaf_count=54 25 26 23 34 33 3404 27 357 761 677 247 1380 661 88 29 68 22 157 75 21 202 377 188 17373 23 57 54 103 449 22 internal_value=-1.53422e-05 -0.000390587 -0.00128102 0.000757571 0.000918895 0.0013377 0.0127612 -0.00197791 -0.000106469 -0.00309273 -0.0070204 -0.00185297 0.000390715 -0.00522082 -0.017125 0.00110349 0.00190464 0.007138 0.00419606 0.000392956 0.00564794 -0.00287147 -0.00162091 0.000165129 0.00280538 0.00230202 -0.00619455 0.00338104 0.00488432 -0.00708917 internal_weight=7863.95 2553.85 1438.36 1115.49 1105.24 1034.66 20.7872 1180.19 440.582 739.603 177.444 562.159 428.076 70.5769 12.5059 1013.88 258.177 57.8621 51.9536 200.315 76.7556 123.559 50.615 5310.09 249.466 241.429 27.2053 214.223 187.327 26.896 internal_count=27017 8911 5015 3896 3862 3532 60 4135 1474 2661 604 2057 1422 330 52 3472 880 254 232 626 228 398 242 18106 733 708 77 631 552 79 is_linear=0 shrinkage=0.03 Tree=705 num_leaves=28 num_cat=0 split_feature=9 10 5 5 12 12 9 10 0 12 11 8 9 4 5 4 5 13 13 4 4 2 6 4 7 4 5 split_gain=0.574318 0.585771 2.63491 5.37225 2.80394 3.15749 2.50261 2.09918 1.54727 1.43929 1.14415 0.783594 0.781931 2.36687 2.49654 6.33812 3.1007 2.43345 2.21663 2.13821 3.66517 3.6078 2.60768 1.6973 2.96385 2.34056 1.66338 threshold=10.500000000000002 1.5000000000000004 1.0650000000000006 1.1250000000000007 2.3000000000000007 2.1000000000000005 4.3000000000000016 1.8333333333333339 525.00000000000011 3.1000000000000005 -0.66666666666666619 5.1000000000000005 4.3000000000000016 1.9350000000000005 1.4250000000000007 2.0250000000000008 1.3150000000000006 1.1000000000000003 3.3000000000000007 1.8450000000000004 1.8850000000000005 2.3000000000000003 2.3000000000000003 1.7750000000000004 0.50000000000000011 1.7650000000000006 1.0550000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 8 7 5 -5 -6 -4 9 10 -3 -10 13 17 16 -16 -15 26 -19 23 21 -21 -22 25 -25 -14 -1 right_child=-2 2 3 4 6 -7 -8 -9 11 -11 -12 -13 19 14 15 -17 -18 18 -20 20 22 -23 -24 24 -26 -27 -28 leaf_value=-0.021647439668435416 -0.008817746536128053 -0.01648917833471843 0.024736921452003589 -0.00047710321508101635 -0.0048384259812663697 -0.020541463930583616 0.0011769271904263393 0.0057898257147277199 -0.0053659417799044335 -0.021706831601266841 -0.0037270168048905536 0.0094555973704715628 4.0101965269316891e-05 0.0030421941632450358 0.019012943896330847 0.001956067470195672 -0.0071675921080117935 0.00087680360200266983 -0.0010406442775781418 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0.000463795 0.00319002 0.00714213 0.00100637 0.000188889 0.000288762 -0.000144398 -0.00149033 -0.0065418 -0.000762129 0.000104088 0.00267389 -1.82926e-05 -0.00830431 internal_weight=9038.72 9032.07 435.785 384.294 363.092 28.2724 334.819 21.2025 51.4912 38.5929 30.5111 12.8983 8596.29 2842.31 260.357 92.6584 167.699 2581.95 2551.94 5753.98 896.741 112.984 783.758 4857.24 220.799 4636.44 30.0086 internal_count=27017 26986 1335 1179 1116 82 1034 63 156 112 87 44 25651 8209 883 288 595 7326 7236 17442 2780 334 2446 14662 652 14010 90 is_linear=0 shrinkage=0.03 Tree=706 num_leaves=30 num_cat=0 split_feature=11 4 4 9 7 11 10 4 3 5 13 8 13 11 2 10 10 3 7 8 8 5 10 5 11 2 9 2 9 split_gain=0.438753 0.447165 2.56459 3.10403 2.5555 3.22042 2.76112 2.17202 3.0571 4.64083 3.60668 3.29851 4.25067 3.54166 2.98321 2.56477 2.75756 3.8106 3.78807 2.74198 4.23436 2.45018 1.76917 1.59312 1.95298 1.52631 3.96113 1.58976 0.356754 threshold=3.1666666666666674 1.8050000000000004 1.7750000000000004 4.3000000000000016 1.3 -0.83333333333333315 1.0000000180025095e-35 1.8750000000000002 1.7000000000000004 1.5150000000000008 3.5000000000000004 6.1000000000000005 2.7000000000000006 0.33333333333333326 1.9000000000000001 -1.1666666666666663 1.0000000180025095e-35 2.3000000000000003 2.7000000000000006 8.3000000000000025 9.1000000000000014 1.1350000000000005 -2.8333333333333326 1.1150000000000009 -0.66666666666666663 2.7000000000000006 5.9000000000000012 1.9000000000000001 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 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 22 23 5 -5 -6 8 9 14 -11 12 -10 -13 -3 19 17 -17 -18 21 -21 -9 -1 -4 -25 27 -27 -24 -2 right_child=28 7 3 4 6 -7 -8 15 11 10 -12 13 -14 -15 -16 16 18 -19 -20 20 -22 -23 25 24 -26 26 -28 -29 -30 leaf_value=-0.014243243449068389 -0.00026091946764309989 -0.0018045640159674496 -0.024262760043280231 -0.014587030730707959 -0.013765277910657079 0.0070464408519664672 0.003023728892096809 0.016026280227033812 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7.9714219570159903 476.54952359199524 5.0011080503463745 leaf_count=31 16 288 39 27 89 141 58 74 121 167 31 49 72 32 189 1417 1823 144 40 44 29 492 19577 32 74 89 27 1776 29 internal_value=2.08192e-05 2.89843e-05 -7.2121e-05 -0.00449691 -0.00133809 0.00347181 -0.00717817 0.000561296 0.00305909 0.0052484 0.0123407 -0.00200483 -0.00597102 0.0079872 0.00184952 -9.43883e-05 -0.000780739 -0.00272536 0.000829644 0.00346293 -0.00928397 0.00472905 1.08872e-05 -0.0121395 -0.00864469 2.89963e-05 0.00662638 -4.80153e-06 -0.00643844 internal_weight=7487.2 7477.75 6284.16 115.719 81.8774 44.8987 36.9787 1193.59 248.176 173.267 56.1339 74.909 53.6238 21.2852 117.133 945.414 792.507 358.998 433.509 152.907 13.8156 139.091 6168.44 33.8414 26.2688 6160.61 31.3994 6129.21 9.45254 internal_count=27017 26972 21960 460 315 168 147 5012 949 675 198 274 193 81 477 4063 3424 1561 1863 639 73 566 21500 145 106 21469 116 21353 45 is_linear=0 shrinkage=0.03 Tree=707 num_leaves=31 num_cat=0 split_feature=8 10 0 12 10 2 2 8 9 10 5 7 12 9 12 12 7 5 4 9 10 5 4 13 9 4 5 4 4 0 split_gain=0.573456 2.36143 7.65614 3.36684 1.88584 3.90383 3.71825 4.07887 3.60486 3.48349 6.30865 3.35867 4.55024 3.12824 3.00379 2.75462 4.21044 3.78569 5.38158 2.80853 2.79499 2.68092 2.47056 2.32879 2.27609 4.66974 2.20628 4.28054 2.69874 2.17917 threshold=4.5000000000000009 2.1666666666666674 200.00000000000003 3.5000000000000004 1.0000000180025095e-35 1.1000000000000003 0.70000000000000007 4.9000000000000012 3.7000000000000006 1.1666666666666672 1.4250000000000007 0.50000000000000011 2.3000000000000007 2.7000000000000006 4.3000000000000016 2.9000000000000008 2.1000000000000005 1.1950000000000005 2.1050000000000009 7.1000000000000005 -2.1666666666666656 1.2350000000000008 1.5650000000000008 4.7000000000000011 8.1000000000000014 1.7300000000000004 1.9100000000000006 1.7400000000000007 0.88500000000000023 725.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 15 6 11 8 -8 24 13 -6 -13 -11 -12 20 17 18 -17 23 22 -19 -2 -18 29 -26 28 -28 -22 -7 right_child=4 2 3 -5 5 9 7 -9 -10 10 14 12 -14 -15 -16 16 19 21 -20 -21 26 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.00021228170180091768 -0.0030781115353353291 0.038897571021266938 -0.017647281737343496 0.010199236141994864 0.013949442768367182 -0.0029107304373443229 -0.016115302673604528 0.0044055590650459043 -0.00017775326138581721 0.025000006460159329 -0.0043412364578160056 -0.0010727810735736696 -0.013431854841154584 0.004551353173494168 0.0033481919995098758 -0.010517392192484602 -0.010433472207737337 0.014119638030625901 0.015288116853205041 0.01695725165298392 -0.007136335633212392 0.0022433728649250712 -0.024442404773062903 0.0084724081830926719 0.014420342153165198 -0.007679066412280975 -0.0021241876280427572 -0.019333484729446512 0.0002035441605327566 -0.0097153756535422638 leaf_weight=3408.6076812148094 12.32435365021229 6.0259277522563961 6.3950933367013958 10.046821951866148 10.405428737401961 792.75883981585503 15.193567976355551 300.02290061116219 80.168159514665604 7.0986366197466841 183.28465197980404 129.63057716935873 33.801427274942398 130.74607057869434 60.918529495596886 41.429429534822702 47.746278936043382 17.454017538577318 8.8219994995743019 4.3430073112249366 46.544900640845299 859.67299667000771 8.0556532666087133 6.6847640275955191 19.274267047643661 15.546588853001593 104.48127594590187 14.857974290847777 1436.6570809595287 44.747667327523232 leaf_count=10777 44 19 24 33 30 2942 53 973 246 33 662 409 98 623 229 233 272 85 83 15 140 3044 45 27 57 55 298 51 5080 337 internal_value=-1.50089e-05 0.00027618 0.00997015 -0.000631685 -0.000240401 -0.00098055 0.00107996 0.00268769 -0.00271701 -0.00191559 0.000473298 -0.00257672 -0.00362892 0.0056044 -0.00242304 0.000276922 0.00152743 0.00202092 -0.00598705 -0.00625919 -0.000482936 0.0024797 -0.0115228 -0.00811161 -0.00296183 0.00455354 -0.000342538 -0.00426678 -2.67913e-05 -0.0032743 internal_weight=7863.75 3431.08 22.4678 16.4419 4432.67 1823.6 569.222 395.385 95.3617 1254.38 382.048 173.837 163.432 137.845 244.203 2609.07 986.152 927.378 50.2514 58.7741 1622.92 877.127 20.38 54.431 872.327 34.8209 1602.54 119.339 1483.2 837.507 internal_count=27017 10853 76 57 16164 6747 1809 1272 299 4938 1547 537 507 656 891 9417 3759 3445 316 314 5658 3129 89 299 3391 112 5569 349 5220 3279 is_linear=0 shrinkage=0.03 Tree=708 num_leaves=16 num_cat=0 split_feature=13 13 10 9 4 6 4 11 3 3 8 10 8 0 0 split_gain=0.568349 0.645553 0.610294 2.19028 4.40524 3.33591 3.22634 2.53861 1.93457 3.1395 2.49858 1.70182 1.66233 1.41514 0.311299 threshold=6.1000000000000005 5.9000000000000012 -0.49999999999999994 4.3000000000000016 0.65500000000000025 2.9000000000000004 1.8600000000000005 1.0000000180025095e-35 3.7000000000000006 3.5000000000000004 5.5000000000000009 -0.33333333333333309 5.9000000000000012 350.00000000000006 525.00000000000011 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 -5 -6 9 11 -11 -4 14 -7 -10 right_child=-2 -3 8 5 7 13 -8 -9 12 10 -12 -13 -14 -15 -16 leaf_value=0.023814859894058384 0.0076995301361666478 -0.0092711883284250611 -0.0011790233473400185 0.00046850941014044215 1.1949067288164158e-05 -0.026973544906123009 -0.0029056371448867679 0.0032795606244060307 -0.022724470348547122 0.0032033033945844183 0.031650059750081713 7.2067619070418504e-05 0.0008524590788524058 -0.0075884028751228277 -0.010186417908762501 leaf_weight=7.959270328283309 8.6099314391612989 6.7716569900512686 1211.9885303080082 1497.1189062893391 505.54613284766674 5.2043406441807738 307.42173499614 371.02702029049397 6.4036683626472932 6.3428177237510663 4.9456574618816376 5080.2561336681247 6.3691762946546069 9.7178723365068418 2.469512689858675 leaf_count=24 25 20 3621 4478 1468 22 962 1077 51 32 15 15137 29 34 22 internal_value=-4.56912e-06 -1.19152e-05 -4.96605e-06 0.000372201 0.00159677 -0.000223123 -0.000106311 0.00139503 -0.000166367 -0.000140555 0.0156663 -0.000168913 -0.0108412 -0.0143493 -0.019235 internal_weight=9038.15 9029.54 9022.77 2704 884.532 1819.46 1804.54 876.573 6318.78 6303.53 11.2885 6292.24 15.2424 14.9222 8.87318 internal_count=27017 26992 26972 8065 2569 5496 5440 2545 18907 18805 47 18758 102 56 73 is_linear=0 shrinkage=0.03 Tree=709 num_leaves=31 num_cat=0 split_feature=9 5 2 7 4 5 8 11 5 5 13 3 10 3 4 2 10 5 5 2 10 9 12 12 8 0 3 6 3 0 split_gain=0.447571 2.10477 1.65798 3.48992 2.85598 1.81006 1.52139 1.89493 7.97952 2.37496 2.18022 2.90258 1.89112 1.83696 1.7649 4.18902 4.39159 4.09682 2.00001 1.93034 1.25985 2.36373 1.23152 1.55616 2.18976 2.35317 1.76174 2.47498 2.3053 1.46027 threshold=5.3000000000000016 2.225000000000001 1.1000000000000003 0.70000000000000007 1.3650000000000009 2.2850000000000006 8.1000000000000014 0.83333333333333337 2.055000000000001 2.4450000000000007 2.7000000000000006 1.3 2.8333333333333344 1.5000000000000002 2.0250000000000008 2.1000000000000005 1.0000000180025095e-35 1.1250000000000007 0.89000000000000024 3.1000000000000005 -0.33333333333333331 4.7000000000000002 5.700000000000002 4.9000000000000012 5.3000000000000016 525.00000000000011 2.3000000000000003 1.3 2.1000000000000005 350.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -4 -5 12 9 13 10 -8 -12 14 -9 18 16 -16 -17 -2 -20 -6 -22 23 26 25 -25 28 -28 -1 -26 right_child=6 2 4 5 20 -7 7 8 -10 -11 11 -13 -14 -15 15 17 -18 -19 19 -21 21 -23 -24 24 29 -27 27 -29 -30 -31 leaf_value=0.00010915594896112339 -0.011353517198190661 0.028045267939671072 -0.018671434328058352 0.015509616783718158 -0.0036288981276189508 -0.0064589114556563888 -0.014248277402156718 0.0063392454182609487 -0.024615133227635266 0.012970472830985329 0.011690231464205652 -0.015271078519293241 0.01545993765208302 0.031670557380168968 0.0017076380091061126 0.025648498577013998 0.01474116572207205 -0.0026151372724133909 -0.00030645907909311311 -0.016345015339317828 0.021815816436960872 -0.00036551725555779188 -0.011370083766756963 0.006835846416437405 0.014204001508733941 0.030986207838722177 0.0012699188221266277 -0.0055511260233510537 0.0040322716229046788 -0.0056631988920796926 leaf_weight=4088.1608139388263 14.942173235118387 8.1428917348384875 5.1618635877966907 6.0448825508356077 8.5854135304689461 7.6436947658658028 30.796569690108299 4.8351338654756528 5.600974813103675 4.5682529211044303 8.1704873293638212 6.4155555218458167 6.9563692882657042 5.5154825001955032 56.641757398843765 4.817962981760501 39.487493745982647 109.92219682410359 2661.0030989125371 6.7709579393267623 8.4215331822633726 8.8861339986324293 8.3531642183661443 12.18149606883526 4.390049763023856 5.1732873097062102 82.898783311247826 113.31916254758835 139.40229615569115 13.785318732261656 leaf_count=14564 63 26 25 19 31 32 153 24 27 20 39 30 29 21 214 26 148 490 9582 31 29 33 43 45 18 22 289 407 468 69 internal_value=2.07399e-05 0.000208637 0.00615835 0.0124936 0.00170471 0.0032424 -0.000265596 -0.00477285 0.00422909 -0.00764758 -0.00972301 -0.000168487 -0.000163188 0.0198374 -0.000200747 0.00244192 0.00706149 -0.00142834 -0.000408469 -0.000347166 0.00576675 0.0104274 0.000138207 0.000159764 0.00641311 0.0140348 0.00010954 -0.00266935 0.000238519 -0.000864507 internal_weight=7487 4520.55 52.8864 21.8315 31.0549 13.6886 2966.44 65.9025 15.9516 49.9509 45.3826 14.586 2900.54 10.3506 2893.59 210.869 96.1293 114.74 2682.72 2667.77 25.8931 17.3077 4467.66 4459.31 35.5302 17.3548 4423.78 196.218 4227.56 18.1754 internal_count=27017 16120 195 77 118 51 10897 314 72 242 222 69 10583 45 10554 878 362 516 9676 9613 93 62 15925 15882 154 67 15728 696 15032 87 is_linear=0 shrinkage=0.03 Tree=710 num_leaves=31 num_cat=0 split_feature=11 9 7 9 7 2 5 8 13 4 10 0 8 4 11 4 12 0 8 4 12 11 10 4 9 8 9 13 10 7 split_gain=0.58019 1.41077 1.59063 1.88752 2.14953 1.47933 1.38873 2.09487 1.20948 1.19386 0.966786 1.43387 1.13522 0.681615 3.01248 4.81773 3.86045 3.6791 2.99529 2.60126 3.61553 4.64592 3.91549 2.53715 3.8645 5.01161 3.24402 2.45678 5.58939 2.38467 threshold=2.1666666666666674 5.1000000000000005 1.5000000000000002 6.9000000000000012 0.70000000000000007 1.5000000000000002 1.5250000000000006 4.3000000000000016 3.3000000000000007 1.4350000000000007 1.0000000180025095e-35 350.00000000000006 4.7000000000000002 1.0950000000000009 -0.83333333333333315 1.0750000000000008 1.3000000000000003 475.00000000000006 4.3000000000000016 1.0550000000000004 1.9000000000000001 1.5000000000000004 -0.49999999999999994 1.1250000000000007 5.3000000000000016 5.3000000000000016 6.5000000000000009 2.1000000000000005 1.0000000180025095e-35 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 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 6 3 4 -3 -5 7 -2 -4 -6 11 -8 -12 14 15 16 17 -1 -18 29 22 -22 -21 24 27 -26 -27 28 -15 -16 right_child=1 2 8 5 9 -7 10 -9 -10 -11 12 -13 -14 23 19 -17 18 -19 -20 20 21 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.023512957328227051 -0.01239759789639551 0.01387122056885598 0.001595071688517957 -0.017538250449504647 0.0045036421733613751 -0.0015579837770281887 -0.026080958789595717 0.011103066154204993 0.018341687969516764 -0.0086893767390541967 0.004557920270729464 -0.0081950298031844594 -0.012328180894724318 -0.0020661702505168386 -0.0010669895272578378 -0.0094484578783680887 0.0086458338571160347 0.00484833509344008 0.00082365893570975697 -0.01482031152919617 0.006974483272454448 -0.015934134102695625 0.001833439910712383 -1.7244915411129498e-06 -0.010641122614785059 0.023300953813943696 -0.0057015934797358045 -0.0017242682521941514 0.029773379515412306 0.0050357750491121147 leaf_weight=8.012708708643915 5.706727370619773 10.39677284657955 8.8227246850728971 9.6988648474216479 11.82264329493046 11.273951753973959 6.0731127858161953 8.4964265637099725 6.9301472753286353 12.918570496141909 7.2656297087669355 12.01395872980356 7.0696710832417011 13.734111145138742 897.38807143270969 22.862197741866112 138.4079716950655 8.4659142792224866 64.631770685315132 18.008448705077171 135.97861747443676 8.4632827341556531 43.151443317532539 6118.8066752739251 81.793144971132278 6.9674455225467664 6.9167253971099854 101.61046758294106 7.7692365795373908 61.580198049545288 leaf_count=24 20 33 28 30 35 34 20 35 21 42 21 40 27 43 2683 70 400 26 193 61 411 25 137 21718 240 21 20 327 25 207 internal_value=-1.44961e-05 -0.00209788 0.000538858 -0.00182602 0.00242491 -0.00894805 -0.00616188 0.00166066 0.0089624 -0.00238506 -0.00958867 -0.0142006 -0.00376972 1.7379e-05 0.000614711 0.00365754 0.0050225 -0.00894231 0.00615587 -1.859e-05 0.00304351 0.0056322 -0.00307024 -0.000115229 -0.00328955 -0.00781229 0.00885265 0.000225285 0.00943757 -0.0006751 internal_weight=7863.04 118.489 71.8637 56.1108 35.138 20.9728 46.6255 14.2032 15.7529 24.7412 32.4224 18.0871 14.3353 7744.55 1406.95 242.381 219.518 16.4786 203.04 1164.57 205.602 144.442 61.1599 6337.6 218.791 95.6773 13.8842 123.114 21.5033 958.968 internal_count=27017 386 223 174 110 64 163 55 49 77 108 60 48 26631 4237 713 643 50 593 3524 634 436 198 22394 676 281 41 395 68 2890 is_linear=0 shrinkage=0.03 Tree=711 num_leaves=31 num_cat=0 split_feature=10 0 4 2 8 9 11 13 6 12 8 4 13 6 4 6 10 9 9 2 5 11 4 6 5 7 4 5 8 6 split_gain=0.564929 0.628172 2.70734 3.89229 3.70024 3.7288 3.44209 3.43827 3.37682 4.83489 3.34288 3.2599 2.70655 2.12155 2.07984 3.34827 2.0828 1.67562 2.8965 3.35361 1.90805 1.58374 3.76413 5.33321 3.25115 1.6984 2.9983 1.68282 1.54895 1.28583 threshold=-3.1666666666666661 525.00000000000011 1.2750000000000006 0.90000000000000013 5.5000000000000009 2.9000000000000004 2.1666666666666674 2.7000000000000006 0.50000000000000011 3.3000000000000007 4.1000000000000005 1.6900000000000006 4.3000000000000016 1.9000000000000001 1.2350000000000005 0.90000000000000013 -0.33333333333333331 2.1000000000000005 1.5000000000000002 1.3 1.0750000000000008 1.1666666666666672 1.2450000000000008 0.70000000000000007 1.2250000000000008 0.50000000000000011 1.4950000000000008 1.6750000000000003 4.7000000000000002 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 17 4 7 5 13 -7 10 9 -5 -4 -9 -10 -3 15 -6 -16 18 29 20 -20 25 23 -23 -24 26 -19 -27 -21 -2 right_child=1 2 3 8 14 6 -8 11 12 -11 -12 -13 -14 -15 16 -17 -18 21 19 28 -22 22 24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.0071930050701397956 0.0016071048153342943 -0.0039495108407141214 -0.01336252512598006 0.0096363338434694006 0.015483450495144204 0.001259964203650739 0.020114532007584764 -0.0091938769554388185 -0.00045555348919874925 -0.00081981842295367668 0.0015678889182109085 0.0086141036135956913 0.006543995425387996 -0.019580979600572701 0.0037714219635379062 0.0019416579892642754 0.021759337362276688 -0.0053955384822564345 0.0086299087685612376 0.01145212502387179 -0.0080413752847876933 -0.019672173767422675 0.0099448617102551509 -0.00097242111910875726 0.0017365270372898922 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-0.000207051 -0.00702338 0.00645717 0.00461572 0.0144187 -0.000162101 0.00498761 0.00876946 0.00186511 -0.000208775 0.00119124 -0.00258966 0.00256745 -0.000372512 -0.00265041 -0.00025197 0.0189249 -0.00724382 internal_weight=9037.98 9028.15 2753.85 1846.04 907.814 780.136 730.67 234.867 1611.17 159.202 120.52 114.347 1451.97 49.4656 127.678 103.694 23.9838 6274.3 56.3552 43.0458 25.6246 6217.94 651.069 173.742 477.326 5566.87 279.781 5287.09 17.4212 13.3094 internal_count=27017 26987 8451 5712 2739 2367 2226 697 5015 543 365 332 4472 141 372 303 69 18536 165 124 72 18371 2003 566 1437 16368 957 15411 52 41 is_linear=0 shrinkage=0.03 Tree=712 num_leaves=31 num_cat=0 split_feature=9 5 8 8 8 4 2 4 12 10 10 6 8 10 5 3 13 11 5 5 13 0 3 12 9 3 3 6 8 9 split_gain=0.439783 2.01004 1.62074 2.22597 3.20996 2.04501 1.50219 1.68587 2.67275 2.15627 1.81322 2.97129 1.73847 3.29374 1.7215 1.34473 1.26594 1.20164 4.74221 5.46681 4.45579 4.09131 3.97596 3.4404 3.16168 1.88826 2.88441 4.72844 2.46017 4.04684 threshold=5.3000000000000016 2.225000000000001 3.7000000000000006 4.3000000000000016 4.7000000000000002 1.6350000000000005 3.5000000000000004 2.4450000000000007 3.1000000000000005 2.8333333333333344 0.33333333333333326 0.70000000000000007 8.1000000000000014 0.83333333333333337 0.89000000000000024 2.1000000000000005 2.1000000000000005 -1.1666666666666663 1.3250000000000008 1.7500000000000007 1.7000000000000004 350.00000000000006 1.7000000000000004 3.5000000000000004 3.7000000000000006 2.3000000000000003 2.1000000000000005 1.5000000000000002 3.5000000000000004 4.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 17 -3 -4 -5 -6 7 9 -9 12 15 -12 14 -14 -2 -10 -8 18 21 23 -21 24 -23 -20 -1 26 -19 -28 29 -27 right_child=6 2 3 4 5 -7 16 8 10 -11 11 -13 13 -15 -16 -17 -18 25 19 20 -22 22 -24 -25 -26 28 27 -29 -30 -31 leaf_value=-0.01248910887761227 -0.010095381095229169 -0.0058071874480799205 0.024847045288488964 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7.9013130441308013 43.712409786880016 90.940967619419098 7.8624825328588477 31.890704959630966 41.198258996009827 18.973801866173748 77.229801334440708 49.442980527877808 161.0046764165163 12.143034294247625 leaf_count=83 69 35 25 31 53 51 43 32 50 21 29 53 202 35 10301 26 36 13448 459 27 156 337 30 121 148 68 267 161 579 41 internal_value=2.00809e-05 0.000206328 0.00601561 0.00834453 0.00560158 0.0100636 -0.000263773 -0.000224345 0.00588774 -0.000308322 0.00238461 0.0093776 -0.000344939 -0.00581277 -0.00024661 -0.00463056 -0.0118241 0.000137443 -0.00148494 -0.00442676 0.00407461 0.00237081 0.00619905 -0.00713841 -0.0035359 0.000286648 0.000429706 0.00488254 -0.00261684 0.00510529 internal_weight=7486.81 4520.64 52.9764 44.2582 37.9503 30.0824 2966.17 2956.09 40.0647 2916.02 33.2654 16.659 2910.16 51.409 2858.75 16.6064 10.0821 4467.66 376.269 213.429 51.6137 162.84 98.8035 161.816 64.0362 4091.39 3899.27 126.673 192.122 31.1168 internal_count=27017 16120 195 160 135 104 10897 10818 190 10628 158 82 10607 237 10370 76 79 15925 1361 763 183 598 367 580 231 14564 13876 428 688 109 is_linear=0 shrinkage=0.03 Tree=713 num_leaves=24 num_cat=0 split_feature=2 4 10 10 8 5 12 2 10 0 12 5 5 13 11 6 8 10 12 5 5 13 0 split_gain=0.57573 2.47825 2.87218 1.94486 1.77694 1.58232 1.3073 2.48132 1.97776 1.13117 1.02448 3.17071 2.12459 2.66814 1.98697 1.18166 5.1537 3.22232 3.6328 1.07227 1.86988 1.28081 0.459054 threshold=2.3000000000000003 1.3450000000000006 -3.1666666666666661 1.1666666666666672 9.3000000000000025 2.7950000000000004 3.5000000000000004 2.5000000000000004 1.8333333333333339 525.00000000000011 5.1000000000000005 2.0750000000000011 2.265000000000001 1.7000000000000004 -1.0000000180025095e-35 0.3000000000000001 7.1000000000000005 -1.1666666666666663 2.3000000000000007 3.0650000000000008 2.9150000000000005 0.70000000000000018 200.00000000000003 decision_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 9 -3 4 5 -4 7 -5 -8 -2 15 -12 -13 -14 -15 16 17 22 -19 20 21 -17 -1 right_child=1 2 3 6 -6 -7 8 -9 -10 -11 11 12 13 14 -16 19 -18 18 -20 -21 -22 -23 -24 leaf_value=-0.027797648113429132 -0.026082665635718403 0.027050271624084219 -0.001627625321548987 -0.016898470347967365 -0.022666717685282417 -0.019839798207995727 0.007628393018424837 0.0078518402254500932 -0.0012110812792931454 -0.0059897082742190258 0.023725315207328179 -0.014051288247671153 -0.0090923941919498763 -0.0054663842183442415 0.015732450905361288 0.014400966399266362 0.021446079094854811 0.0070139868774187885 -0.007778458907218253 -0.011334508565138528 0.01351218615132516 4.5949557499965975e-05 -0.015067649842695121 leaf_weight=5.0138489902019483 4.9102006629109365 3.3247530832886687 308.68054164387286 8.1051926985383016 3.7458364851772776 4.3540673404932013 53.321939010173082 6.6256542839109889 39.772269036620855 5.1837745979428291 6.6375624984502783 6.7207759171724311 8.9899653792381304 5.3118580728769329 15.862643361091612 5.5982644259929648 6.9010567329823962 21.455611184239388 49.216603241860867 7.4219265282154074 9.3074607849121076 7270.9806001335382 5.1869708076119423 leaf_count=18 21 16 1675 45 34 15 246 43 200 23 20 20 29 21 57 16 33 83 198 23 32 24125 24 internal_value=-1.43622e-05 -0.00107126 -0.000724695 -0.000942179 -0.00212673 -0.00188094 0.00253792 -0.00576625 0.00385194 -0.0157639 4.79911e-05 0.0046372 0.00120226 0.00460082 0.0104145 2.09307e-05 -0.00343915 -0.00556265 -0.00328757 6.25723e-05 7.41822e-05 5.69936e-05 -0.0213246 internal_weight=7862.63 438.024 427.93 424.606 316.78 313.035 107.825 14.7308 93.0942 10.094 7424.61 43.5228 36.8852 30.1645 21.1745 7381.08 87.7741 80.873 70.6722 7293.31 7285.89 7276.58 10.2008 internal_count=27017 2318 2274 2258 1724 1690 534 88 446 44 24699 147 127 107 78 24552 356 323 281 24196 24173 24141 42 is_linear=0 shrinkage=0.03 Tree=714 num_leaves=24 num_cat=0 split_feature=4 5 4 4 9 10 5 5 13 13 4 9 6 7 6 10 4 5 7 6 4 3 4 split_gain=0.561647 1.2362 0.894069 4.08613 1.71658 2.19935 2.17957 2.63214 1.81073 1.31361 1.11703 4.29837 3.26753 2.85258 2.71354 2.14103 1.13099 2.57936 3.86681 2.09589 1.12445 0.797676 0.775119 threshold=2.975000000000001 1.7250000000000003 2.3550000000000009 2.3750000000000009 3.7000000000000006 -1.8333333333333328 1.4050000000000009 1.1950000000000005 3.1000000000000005 2.3000000000000007 2.2850000000000006 4.7000000000000002 0.50000000000000011 1.5000000000000002 1.3 -0.49999999999999994 2.2350000000000008 1.7400000000000007 0.70000000000000007 1.1000000000000003 2.225000000000001 3.9000000000000004 2.5350000000000006 decision_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 10 9 6 22 7 -5 -7 -4 16 13 -13 14 -12 -14 20 18 -18 -19 21 -1 -6 right_child=1 -3 3 4 5 8 -8 -9 -10 -11 11 12 15 -15 -16 -17 17 19 -20 -21 -22 -23 -24 leaf_value=-1.507357725932207e-05 0.0031187783418112217 -0.014171114975019087 0.0080700828234387574 -0.0096777390669266546 0.0073199821921668953 -0.00066753350022689473 -0.016597647163011715 0.013817010684591808 0.0090195835657559814 0.024226340386195006 0.012849136060306082 -0.027438680889310195 -0.016415922082107716 0.021944979040325927 -0.015275039528405757 -0.00036432720818326811 -0.012912026263834553 0.0032424141206402217 0.012116928087541412 -0.018097825033069115 -0.0088801482267537365 -0.0085340338860879061 0.023028638912741262 leaf_weight=8690.097972638905 7.1964847892522794 7.7080722898244858 9.7785673812031764 9.9494382813572937 6.0922622978687269 110.5998160392046 10.97598237544298 7.546583577990531 20.601006269454956 8.4371886476874334 6.062724322080614 7.5313904732465735 11.099647402763365 7.5368451327085486 6.2918855100870132 22.925493970513344 6.5998171567916861 9.8787332177162188 35.10249225795269 7.1326290667057028 12.92451463639736 9.9035465419292432 5.2747217118740082 leaf_count=25735 28 23 37 43 20 403 39 32 82 34 22 24 33 32 21 73 21 30 127 20 39 76 23 internal_value=-4.07856e-06 -0.0058229 5.5339e-06 0.00204576 0.000607204 0.00195029 -0.00611802 0.000456284 0.000853527 0.0155534 -3.81795e-05 -0.00406892 -0.00955842 0.00739955 -0.00147378 -0.00560066 -9.943e-06 0.00413981 0.00815584 -0.00570525 -3.79069e-05 -2.4771e-05 0.0146094 internal_weight=9037.25 14.9046 9022.34 189.256 171.04 142.568 28.472 17.496 131.201 18.2158 8833.09 61.448 41.5565 19.8915 12.3546 34.0251 8771.64 58.7137 41.7023 17.0114 8712.93 8700 11.367 internal_count=27017 51 26966 713 642 528 114 75 485 71 26253 205 130 75 43 106 26048 198 148 50 25850 25811 43 is_linear=0 shrinkage=0.03 Tree=715 num_leaves=31 num_cat=0 split_feature=12 4 0 10 10 13 2 5 5 13 7 0 12 5 9 0 11 13 4 5 5 10 2 9 10 13 0 7 13 5 split_gain=0.438893 2.60488 3.43799 1.92931 2.58897 2.10228 0.799836 2.59241 2.14347 1.88087 1.72771 1.66588 0.778005 0.756448 4.64892 8.22417 7.52831 4.74498 3.85874 3.79149 2.71998 4.05265 2.22256 2.21375 4.57525 2.10142 2.02396 1.53428 0.232169 0.148661 threshold=0.90000000000000013 1.2650000000000008 350.00000000000006 0.33333333333333326 -0.49999999999999994 3.7000000000000006 0.3000000000000001 1.9750000000000003 1.1150000000000009 2.7000000000000006 2.1000000000000005 475.00000000000006 1.1000000000000003 0.97000000000000031 3.5000000000000004 475.00000000000006 -1.0000000180025095e-35 4.1000000000000005 1.0750000000000008 0.91000000000000036 0.99000000000000021 0.83333333333333337 1.3 3.1000000000000005 1.1666666666666672 2.7000000000000006 475.00000000000006 2.9000000000000004 3.1000000000000005 1.0350000000000008 decision_type=2 2 2 2 2 2 2 2 2 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 29 7 8 12 -9 11 -10 -2 14 15 22 -17 18 -16 -19 21 25 -8 24 -22 -15 -23 -25 -5 -6 right_child=6 2 -4 28 5 -7 13 9 10 -11 -12 -13 -14 20 17 16 -18 19 -20 -21 23 26 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=0.0020405930776580612 0.0013175416091454305 0.026670241068203131 -0.0023559421435738691 0.007681838437693966 -0.020187764382871797 -0.0025906534050775571 -0.0043668662215236619 -0.020540158638264073 0.0086784940209616319 0.0032181345183685817 0.018270831733760821 0.00029370291342608977 -0.012785730482891621 -0.0029239284044279756 -0.0051156268212104328 0.01367687437886436 -0.0034203677976966627 0.0066043596264600268 0.004172203603041001 0.028744670362471053 0.0031399418028777554 0.020327479106071602 -0.013238530163881216 -0.00011021665255100756 -0.0081242658120029062 -0.014487557483154355 -0.003239276028689841 -0.0048659626629200857 -0.00081973925654922326 -0.026751075350267293 leaf_weight=9.1772028356790525 6.0932747721672049 5.5358501523733166 10.911063119769095 5.9102162569761258 5.1513189524412208 5.9357824027538291 58.802518501877785 7.1566127091646177 40.698074907064438 5.1621686816215515 8.7641467750072461 44.801507070660591 8.3369703441858274 25.311871111392975 50.422043085098267 41.153796754777431 53.067076832056046 18.334288939833645 199.73074218258262 11.222001522779463 365.83376680314541 6.872889965772627 44.760496951639652 6298.2598668634892 35.612222589552402 32.056277371942997 6.2735699564218521 61.65119930356741 5.6592139899730682 7.8223212957382202 leaf_count=32 20 19 39 20 20 20 200 33 134 21 27 151 29 99 170 156 207 66 760 40 1257 24 183 22723 127 118 23 251 20 28 internal_value=1.9707e-05 -0.00262376 0.00741395 -0.00678679 -0.0110337 -0.017379 3.96665e-05 0.00245869 0.00393691 -0.0105843 0.00558523 0.00428489 -0.00683052 -3.82541e-07 0.00115402 -0.00236622 0.00404737 0.0036432 0.0023001 0.0150106 -8.1066e-05 -0.00594261 -0.00820125 -1.99356e-05 0.0021407 -0.00938547 0.00908128 -0.000156318 0.00352327 -0.024145 internal_weight=7486.48 56.103 16.4469 39.6561 28.0866 18.9094 7430.38 121.013 108.694 12.3188 94.2637 85.4996 14.4302 7309.36 477.493 197.784 94.2209 279.709 250.153 29.5563 6831.87 70.5146 103.563 6761.36 401.446 57.3681 13.1465 6359.91 11.5694 12.9736 internal_count=27017 198 58 140 100 68 26819 415 361 54 312 285 49 26404 1782 746 363 1036 930 106 24622 264 383 24358 1384 217 47 22974 40 48 is_linear=0 shrinkage=0.03 Tree=716 num_leaves=31 num_cat=0 split_feature=3 2 8 12 10 8 8 10 12 4 12 4 3 5 10 4 6 7 11 10 13 7 4 10 9 11 4 9 7 12 split_gain=0.576223 1.98788 0.617796 1.58297 4.23217 2.53179 3.65432 2.0113 3.57319 3.40343 1.85472 2.75173 4.21837 2.85762 2.67896 3.38403 2.15805 1.3658 1.34512 2.42526 2.38939 4.3864 2.26053 2.15366 4.4971 3.57995 3.30409 2.93825 4.403 2.8957 threshold=1.0000000180025095e-35 1.3 4.7000000000000002 4.1000000000000005 0.50000000000000022 3.1000000000000005 3.7000000000000006 -0.49999999999999994 4.5000000000000009 1.4850000000000005 2.7000000000000006 1.4250000000000005 1.5000000000000002 1.9000000000000004 -1.8333333333333328 1.1750000000000005 0.70000000000000007 1.1000000000000003 -1.1666666666666663 1.8333333333333339 3.9000000000000008 2.5000000000000004 1.3850000000000007 1.1666666666666672 4.1000000000000005 0.33333333333333326 1.6550000000000002 3.5000000000000004 1.5000000000000002 4.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 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 10 7 17 -7 8 -5 -9 11 13 -13 -2 15 -12 -16 -6 19 20 22 -22 -4 27 26 -26 -25 28 -20 -29 right_child=2 -3 18 4 5 6 -8 9 -10 -11 14 12 -14 -15 16 -17 -18 -19 23 -21 21 -23 -24 24 25 -27 -28 29 -30 -31 leaf_value=0.0037386305752671678 -0.00016209053232093463 -0.023038364604867176 0.0046430588030088212 0.011869948318872416 0.0063121140617665873 0.021916831739732825 0.0063349516487981204 0.0025223403304305211 -0.0031025834317016765 -0.0092733820651016829 0.011296762694976285 0.0019286574968925055 0.012953561552121637 0.0046836613956736392 -0.0043142460726605216 -0.013351911113568062 -0.00016439518908330404 -0.011501788193533242 -0.0060815673206576363 -0.012884161005659835 0.0167292358969638 -0.0088086841353474891 -0.00056598313315013387 0.014466454969200602 0.0030586307807706236 -0.0039379156955962119 0.0020211270985539954 -0.000104944512891875 0.00055775944608726067 -0.0038446154573137234 leaf_weight=6.1735312044620496 1774.9464636147022 4.1878746598958969 110.05218449234962 26.734302759170532 7.2124547809362403 17.770232185721397 56.983608767390251 44.0655787140131 30.955668993294239 43.992711026221514 6.0829954892396918 387.89900873601437 33.970096752047539 116.73122999072075 124.55825788527727 28.49610885232687 1192.8774771429598 8.3674464225769025 208.63021343201399 10.392514783889053 22.40058167278767 8.2944696322083455 235.26297825202346 38.148900389671326 148.85179995000362 117.99341048300266 38.65099885687232 2653.0148770026863 157.95998002402484 200.42799545265734 leaf_count=26 5530 33 339 88 22 56 184 134 104 150 19 1358 103 326 464 106 3726 25 859 46 72 34 871 141 589 442 214 9421 729 806 internal_value=-1.40773e-05 -0.0070841 -4.74748e-06 0.000263009 0.00264408 0.00774617 0.010039 -0.000518158 0.00383589 -0.00337064 0.000109655 0.000625527 0.00281641 0.00013693 -0.000773096 -0.00901583 -0.000556747 -0.00325514 -0.000269221 0.00141201 0.00180715 0.00982834 0.00109414 -0.000451514 0.00180603 -3.50968e-05 0.00820311 -0.000692441 -0.00322075 -0.000367622 internal_weight=7862.09 10.3614 7851.72 3901.64 236.082 90.3337 74.7538 145.748 57.69 88.0583 3665.56 2313.55 421.869 1891.68 1352.01 34.5791 1317.44 15.5799 3950.08 386.403 376.01 30.6951 345.315 3563.68 343.645 266.845 76.7999 3220.03 366.59 2853.44 internal_count=27017 59 26958 12395 763 287 240 476 192 284 11632 7317 1461 5856 4315 125 4190 47 14563 1362 1316 106 1210 13201 1386 1031 355 11815 1588 10227 is_linear=0 shrinkage=0.03 Tree=717 num_leaves=31 num_cat=0 split_feature=13 9 0 3 13 4 0 4 4 13 10 5 4 9 10 6 5 4 4 4 10 0 4 4 4 2 4 12 5 10 split_gain=0.559516 2.5913 3.453 2.28372 2.16775 2.60662 3.6457 3.46211 1.88353 2.7387 2.42655 3.94763 2.78117 2.20508 1.85823 1.42928 2.06288 2.46266 2.63085 2.41605 1.16079 1.15026 1.83848 3.91222 3.12797 2.39394 2.17326 1.319 1.33755 1.30765 threshold=1.7000000000000004 2.7000000000000006 475.00000000000006 0.90000000000000013 0.90000000000000013 1.7400000000000002 525.00000000000011 1.6000000000000008 1.5850000000000006 1.3000000000000003 -1.0000000180025095e-35 2.1050000000000009 1.6000000000000008 7.1000000000000005 0.83333333333333337 0.3000000000000001 1.6900000000000006 1.2450000000000008 1.7750000000000004 2.2050000000000005 -1.0000000180025095e-35 875.00000000000011 1.4250000000000005 1.3150000000000006 1.7150000000000005 1.9000000000000001 1.7750000000000004 6.1000000000000005 2.1350000000000011 2.1666666666666674 decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 -7 -6 9 14 11 -10 -12 -11 -5 16 17 -2 20 -20 -19 27 23 -23 25 -24 -26 29 -29 -17 right_child=15 3 -4 8 5 6 -8 -9 10 13 12 -13 -14 -15 -16 21 -18 18 19 -21 -22 22 24 -25 26 -27 -28 28 -30 -31 leaf_value=-0.0048696889082811756 -0.014784561619371415 -0.012456883739753391 0.020262377415108532 0.0021260936438618366 0.0028005110498859733 0.01723460069320254 -0.0006204612007182248 -0.011643339699733133 -0.0049099379114554143 -0.0053677627766737989 0.022128713813846672 0.0077311484446558965 0.0015573042630501624 0.0035497571785459321 -0.0089830546598085714 4.6376609117834057e-05 0.018684807614841824 0.0060953990718687085 -0.011425780500626566 0.016019163105767727 0.023599568656858614 0.0055018004889720437 0.0061323870888378837 -0.023022277388888034 -0.013649542485773823 0.022593004692022162 0.0020847163500850607 0.0020561557778193129 -0.019073618375905443 -0.0038814264537107915 leaf_weight=8.3613556027412432 6.2384425103664389 8.6350595057010633 11.955164134502409 109.78221751004457 106.40123675763607 23.560670137405396 18.275187283754349 17.37419493496418 131.98571920394897 268.2346758171916 6.0998667776584616 26.737745374441147 194.98465667665005 27.516309544444084 15.459555111825464 7740.4316090866923 8.6088240444660169 6.4123085141181946 9.6076338589191419 4.1268655955791465 7.2815689742565173 9.9715738594532031 28.832564279437065 7.6457093954086295 8.4367506951093656 10.979950696229933 124.32640568166971 4.5983526557683927 6.5183123163878918 77.043605752289295 leaf_count=24 17 27 37 358 296 75 73 50 396 851 18 86 596 109 51 22845 28 20 34 25 22 29 90 22 28 38 485 15 35 237 internal_value=-4.12211e-06 -0.000682766 0.00991916 -0.000908299 0.00219711 0.00296117 0.00943496 0.000773047 -0.00160131 -0.0029635 -7.49168e-06 -0.00278048 0.00218133 -0.00453809 0.000754806 7.79918e-05 0.00557965 0.00222858 0.00609813 -0.00317928 0.015403 4.89866e-05 0.00235419 -0.00687734 0.00329658 0.0106721 0.00108485 -7.01748e-06 -0.0103334 7.66691e-06 internal_weight=9036.42 975.364 20.3165 955.047 174.246 165.611 41.8359 123.775 780.801 420.993 359.808 158.723 201.085 295.751 125.242 8061.06 42.2756 33.6668 27.4284 13.7345 13.6939 8018.78 190.193 17.6173 172.576 39.8125 132.763 7828.59 11.1167 7817.48 internal_count=27017 3047 61 2986 521 494 148 346 2465 1369 1096 482 614 960 409 23970 146 118 101 59 42 23824 692 51 641 128 513 23132 50 23082 is_linear=0 shrinkage=0.03 Tree=718 num_leaves=19 num_cat=0 split_feature=6 4 7 11 11 8 4 5 8 4 4 9 4 3 10 10 4 5 split_gain=0.437103 1.27407 0.513003 3.65008 1.45351 0.54528 3.52954 2.70668 2.53398 0.72411 2.67715 3.27141 2.41129 2.80484 2.63756 1.65818 0.44113 0.237723 threshold=1.0000000180025095e-35 1.7000000000000004 1.0000000180025095e-35 -0.66666666666666663 1.0000000180025095e-35 8.7000000000000011 1.445000000000001 2.4450000000000007 9.1000000000000014 1.8050000000000004 1.7750000000000004 4.3000000000000016 1.8750000000000002 1.7000000000000004 -1.1666666666666663 -2.8333333333333326 1.5450000000000006 1.5650000000000006 decision_type=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 -8 10 15 -12 13 -11 -14 -4 -6 -3 right_child=2 17 5 4 16 6 7 -9 -10 12 11 -13 14 -15 -16 -17 -18 -19 leaf_value=0.0019107199001519558 0.011128278602262315 -0.0098505729173315789 -0.013943687146031343 -0.024556542860465814 -0.01207323446636503 0.027172142116916258 -0.015509156717206119 0.019403857516883571 -0.0015718658181231005 0.0054997205914563948 -0.012611076349928387 -0.001379522709538436 0.0037684138174195474 -0.0015148666747558039 -0.00066684504237263741 4.1447118553211679e-05 0.0011210517946974626 -0.022519953454982523 leaf_weight=8.5341673716902715 8.7151428163051623 2.4517553225159636 7.6397945880889884 6.0985931679606429 4.6776531487703306 3.32838350534439 18.08533238619566 3.9179487377405158 33.465701434761286 171.47144243121147 32.817304819822311 80.818322256207466 143.62036191299558 73.206276379525661 755.21290792524815 6124.6998804099858 4.450177013874054 2.9208794124424458 leaf_count=34 30 21 30 29 21 12 105 18 172 661 141 311 588 264 3214 21325 20 21 internal_value=1.96653e-05 -0.00529402 2.95547e-05 -0.00435483 -0.0132169 4.36478e-05 -0.00283396 -0.00463446 -0.0064614 6.65446e-05 -6.05235e-05 -0.00462313 0.000760603 0.00340099 4.18442e-05 2.40242e-05 -0.0056405 -0.0167384 internal_weight=7486.13 13.9068 7472.23 23.9416 15.2264 7448.28 58.7974 55.469 51.551 7389.49 6245.98 113.636 1143.51 244.678 898.833 6132.34 9.12783 5.37263 internal_count=27017 76 26941 100 70 26841 307 295 277 26534 21807 452 4727 925 3802 21355 41 42 is_linear=0 shrinkage=0.03 Tree=719 num_leaves=31 num_cat=0 split_feature=3 5 9 4 8 4 10 5 7 7 10 8 10 13 0 2 6 12 10 11 5 9 10 2 9 5 8 8 6 2 split_gain=0.572842 2.65382 3.8028 4.74832 3.85443 3.26061 2.82813 2.72601 2.1225 2.59732 5.51404 3.24737 2.68105 4.15071 2.35904 2.09396 2.63599 2.55223 2.07791 3.38988 4.91474 4.81624 2.75514 3.06295 2.8921 1.70308 1.65207 3.92565 2.99407 1.5148 threshold=1.7000000000000004 2.2150000000000012 6.1000000000000005 1.2450000000000008 5.7000000000000002 1.4850000000000005 0.33333333333333326 2.1950000000000007 2.1000000000000005 2.3000000000000003 1.0000000180025095e-35 4.3000000000000016 -0.49999999999999994 4.5000000000000009 475.00000000000006 2.7000000000000006 0.50000000000000011 4.700000000000002 -0.83333333333333315 1.5000000000000004 2.2850000000000006 6.3000000000000016 -1.0000000180025095e-35 2.1000000000000005 2.7000000000000006 1.7400000000000007 5.5000000000000009 4.7000000000000002 1.3 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 5 -4 6 -3 -5 -1 15 26 12 -12 13 -11 -13 18 -17 -18 19 21 -21 -2 24 -24 -20 -19 27 28 -10 -28 right_child=8 2 3 4 -6 -7 -8 -9 9 10 11 14 -14 -15 -16 16 17 25 22 20 -22 -23 23 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.00022582522513733027 -0.0044550226771649434 0.0306445651602061 -0.013219263595024415 0.0060129093063464919 -0.0065789827232133674 0.0027118863808713611 0.028592360269897952 -0.018017514311209935 0.0018887802385122131 -0.0081117520564720751 0.022321881551498918 0.012911619129482911 -0.014638136321522244 0.020859386177176534 -0.0080790330993958763 0.012915502806281282 -0.025904037204266917 -0.014523105097631477 0.020059835337725263 0.011275912739704992 -0.013705747929222656 0.003109509217012319 -7.9238276442234829e-05 0.0050102631097605783 0.0026955934881122299 -0.0016702428187023457 -0.024089665861218197 0.0090578183921068301 -0.01879217016061472 -0.0043741795638077303 leaf_weight=5427.1639516837895 250.88341189920902 8.9632901847362501 13.478114455938337 11.577224522829061 10.571258559823034 6.4803378134965888 8.7776775956153852 7.7616824507713309 9.799165293574335 14.730888195335867 11.751170456409456 9.5440379455685633 20.250140510499477 6.3776924163103095 9.7324460893869382 6.7554806172847739 5.7236822359263888 12.22802049666643 8.7754518687725049 37.035542547702789 8.7650160491466504 108.51531575620174 1114.0032022707164 117.66243679821491 530.54965572059155 38.466289333999157 9.4786668047308904 12.178370893001555 17.645309165120125 5.5675342604517928 leaf_count=19478 779 25 38 35 36 24 25 24 33 62 36 37 72 20 39 34 28 75 29 117 27 322 3319 419 1577 144 35 43 56 29 internal_value=-1.39887e-05 -0.000182049 0.00610077 0.00164102 0.00811737 0.0189237 0.0157499 -0.000251234 0.000376244 -0.00339569 0.000331908 0.00989145 -0.00683974 0.000641513 0.00231371 0.000590253 -0.00479399 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1.0000000180025095e-35 525.00000000000011 0.50000000000000022 2.9000000000000004 2.0250000000000008 2.7000000000000006 1.1000000000000003 2.4150000000000009 1.1000000000000003 2.2850000000000006 4.5000000000000009 0.50000000000000022 3.7000000000000006 -0.33333333333333309 0.3000000000000001 1.7000000000000004 0.50000000000000022 1.5850000000000006 1.3000000000000003 2.0750000000000006 1.7000000000000004 decision_type=2 2 2 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 13 4 12 6 7 -5 11 -10 -8 -7 -4 18 17 16 -16 -15 19 21 -21 -1 23 -20 -24 right_child=1 -3 3 5 -6 8 10 -9 9 -11 -12 -13 -14 14 15 -17 -18 -19 22 20 -22 -23 24 -25 -26 leaf_value=-0.0024975354921560515 0.0096024064906160521 -0.016946312611100335 0.014991936627765851 -0.011166931446197997 0.024113162219624593 0.012949105286652374 -0.0027360311329407481 0.0060240414649058984 0.024734288127302672 0.0020699106281009448 0.012221270168744337 -0.00078611857510493973 -0.0036256846610193566 -0.0015286427915897304 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0.00767864 -3.79297e-05 -0.0047172 -0.0089448 -0.00384666 0.0090845 -9.44179e-06 -0.00260436 -0.00935375 -0.000278448 2.93715e-05 0.00223045 -3.30672e-05 internal_weight=9035.31 14.8196 9020.49 204.603 24.0703 180.533 88.244 53.1666 92.2888 15.3312 35.0773 76.9576 15.2161 8815.89 53.3474 40.8382 27.7962 12.5092 8762.54 129.134 33.0956 96.0379 8633.41 238.151 8395.26 internal_count=27017 48 26969 768 94 674 298 177 376 50 121 326 58 26201 176 128 89 48 26025 475 110 365 25550 727 24823 is_linear=0 shrinkage=0.03 Tree=721 num_leaves=17 num_cat=0 split_feature=2 8 2 12 5 10 11 5 8 2 4 8 2 0 4 13 split_gain=0.429081 1.32247 0.831578 2.80024 3.20095 2.12619 2.03708 1.12451 0.918907 0.685247 3.96747 2.53328 1.25462 3.71908 0.85741 0.488934 threshold=3.9000000000000004 5.5000000000000009 3.3000000000000003 5.3000000000000016 1.8300000000000005 1.8333333333333339 -0.33333333333333331 1.8850000000000005 0.50000000000000011 3.1000000000000005 1.9250000000000003 5.1000000000000005 2.9000000000000004 575.00000000000011 2.6350000000000011 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 8 4 5 6 -4 -5 -1 12 -11 -12 14 -14 -10 -3 right_child=1 15 3 7 -6 -7 -8 -9 9 10 11 -13 13 -15 -16 -17 leaf_value=-0.013035277216595273 0.012324511990958359 -0.022359270934884327 0.031760732779347635 -0.016149617711912923 -0.01691648537577882 -0.0046612640614149053 0.011038915177490373 0.0030020132463033089 -2.1065147658821465e-05 -0.02511781060442371 0.019533737745048876 -0.0038615965914119174 -0.002606284218263435 0.013169600927783486 0.0053550602996484762 -0.0053662377737017939 leaf_weight=4.860442802309989 2.3627225495874864 3.1395487636327744 6.4317379817366662 6.5815633013844472 3.5587077960371962 4.6251567751169196 12.701476767659189 4.7511291541159153 7321.0225742980838 6.5838712006807354 5.2702831402421024 19.87128071859479 29.530255161225796 24.696620021015406 26.79655297845602 2.9611862003803253 leaf_count=23 17 30 37 32 18 25 72 24 26189 29 22 104 125 122 126 22 internal_value=1.98744e-05 -0.00673118 2.75158e-05 0.0044166 0.00961769 0.0135922 0.0180047 -0.00812047 4.71094e-06 1.32369e-05 -0.00438635 0.00104263 3.20937e-05 0.00457855 -1.45911e-06 -0.0141112 internal_weight=7485.75 8.46346 7477.28 38.6498 27.3171 23.7584 19.1332 11.3327 7438.63 7433.77 31.7254 25.1416 7402.05 54.2269 7347.82 6.10073 internal_count=27017 69 26948 208 152 134 109 56 26740 26717 155 126 26562 247 26315 52 is_linear=0 shrinkage=0.03 Tree=722 num_leaves=31 num_cat=0 split_feature=13 10 11 5 5 8 7 0 6 0 2 13 11 6 3 6 4 12 4 8 7 8 4 2 7 3 4 3 8 4 split_gain=0.568731 2.75902 3.39193 3.33706 2.97233 2.94709 2.91025 2.60097 3.96665 3.86633 3.66137 2.65737 2.61944 2.51935 2.33965 2.30627 2.21599 4.61018 3.61749 4.28632 3.58234 2.821 2.33683 1.96428 1.92785 2.00708 2.37843 6.23547 3.61509 6.79894 threshold=2.3000000000000007 -1.0000000180025095e-35 -0.83333333333333315 2.8450000000000011 1.0450000000000006 2.5000000000000004 0.70000000000000007 350.00000000000006 0.3000000000000001 475.00000000000006 1.5000000000000002 1.7000000000000004 1.1666666666666672 1.3 1.3 1.7000000000000004 1.7300000000000004 4.1000000000000005 1.2550000000000006 2.9000000000000004 0.3000000000000001 5.5000000000000009 1.9100000000000006 2.1000000000000005 0.70000000000000007 0.50000000000000011 0.95000000000000018 1.1000000000000003 3.3000000000000003 1.0950000000000009 decision_type=2 2 2 2 2 2 2 2 2 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 16 4 13 6 -6 8 14 10 -9 -11 -10 23 -4 -7 18 21 19 -3 -20 -18 -19 -1 25 -2 27 -27 -28 -30 right_child=24 2 7 -5 5 15 -8 9 12 11 -12 -13 -14 -15 -16 -17 17 22 20 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31 leaf_value=-0.0011363530610346026 0.017440810828577565 -0.014153926630720367 -0.00082430871550692004 -0.016327801691789896 4.1151649237101471e-05 0.0012878534341221005 0.022620162839588377 -0.01014133534973556 0.0013283976701743293 0.0011757970136971896 -0.0011659053920214781 -0.0032332156530629811 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leaf_count=248 25 26 23 34 26 3404 34 357 1225 677 247 1380 197 41 29 68 65 15 21 202 377 111 63 41 17373 23 79 54 55 497 internal_value=-1.40076e-05 -0.000382045 -0.00125102 0.000737682 0.000895505 0.00130089 0.0124878 -0.00193311 -0.000108733 -0.00302164 -0.00688761 -0.00180245 0.000375169 -0.00507701 -0.0168571 0.00107173 0.00186372 0.00703056 0.000368388 0.00547973 -0.0028133 0.0124895 -0.00608793 -0.0026688 0.000162931 0.0027374 0.00224496 -0.00611045 0.00330627 0.0047838 internal_weight=7860.22 2552 1436.89 1115.11 1104.89 1034.66 20.7687 1178.75 440.49 738.264 177.002 561.262 428.12 70.2272 12.3694 1013.89 258.135 57.9387 200.197 76.8071 123.39 40.9135 17.0252 59.5336 5308.22 249.478 241.393 27.2061 214.187 187.273 internal_count=27017 8911 5015 3896 3862 3532 60 4135 1474 2661 604 2057 1422 330 52 3472 880 254 626 228 398 176 78 289 18106 733 708 77 631 552 is_linear=0 shrinkage=0.03 Tree=723 num_leaves=18 num_cat=0 split_feature=9 12 2 4 3 10 6 6 11 7 8 10 4 8 5 0 7 split_gain=0.552858 0.555313 2.64372 2.90395 2.66711 2.37595 2.10246 3.63361 4.32231 1.87658 1.77135 2.23431 1.73473 1.7154 1.64899 0.724744 0.250925 threshold=10.500000000000002 2.5000000000000004 0.50000000000000011 1.2150000000000005 2.7000000000000006 -2.4999999999999991 3.3000000000000003 2.9000000000000004 -0.33333333333333331 1.1000000000000003 9.1000000000000014 -2.1666666666666656 1.0250000000000006 5.3000000000000016 1.9250000000000003 350.00000000000006 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 12 -1 7 9 -9 -4 11 13 -3 -7 -13 -5 -17 right_child=-2 2 6 15 -6 10 -8 8 -10 -11 -12 14 -14 -15 -16 16 -18 leaf_value=-0.014527787612809562 -0.0086782984895892677 -0.0041446386628325041 -0.00043142529389704021 -0.0087437525217578718 -0.018721386814204405 0.00069259893613892679 0.013638416724819706 0.0045470140885493044 -0.017698995903923088 0.00079800154122208387 -0.012521856823118198 -0.00011275629285157212 0.013142937359240794 0.021483515094034698 -0.0034381705292848936 -0.017700567974248353 -0.027444000355529869 leaf_weight=10.462343931198118 6.6076359078288069 11.743102982640272 1807.6182218901813 4.8669231310486785 6.2778972014784804 6.7805271446704847 10.593257650732992 12.415962927043436 21.424360662698746 2926.2982550486922 10.497111722826956 4034.0202707871795 9.4103082269430143 7.5467546656727791 138.82367187738419 4.4059681072831136 5.1703312993049622 leaf_count=29 31 45 5865 21 39 19 33 41 78 8774 31 11438 35 23 474 22 19 internal_value=-3.76271e-06 2.58598e-06 0.000222421 -0.00728272 -0.00155015 -0.000249225 0.000288191 0.000258529 -0.00953697 0.000328552 -0.000213637 -0.000182781 0.00354591 0.011644 -0.000223387 -0.0181703 -0.0229611 internal_weight=9034.96 9028.36 4820.22 41.8745 27.4313 4208.13 4778.35 4767.76 33.8403 4733.92 4197.67 4187.17 21.1534 14.3273 4172.84 14.4432 9.5763 internal_count=27017 26986 14972 181 119 12014 14791 14758 119 14639 11985 11954 80 42 11912 62 41 is_linear=0 shrinkage=0.03 Tree=724 num_leaves=22 num_cat=0 split_feature=11 11 10 6 6 8 3 12 8 9 9 8 5 5 11 6 11 5 6 9 6 split_gain=0.432549 0.442543 1.97994 2.49024 1.91749 2.57293 2.52976 1.84479 1.76152 1.7749 1.89165 1.51605 0.655022 0.664215 2.5377 1.90736 1.68143 1.12134 2.12956 0.821801 0.343091 threshold=3.1666666666666674 1.8333333333333337 -0.83333333333333315 1.3 1.1000000000000003 4.3000000000000016 2.1000000000000005 4.700000000000002 6.1000000000000005 5.9000000000000012 4.3000000000000016 3.5000000000000004 3.0650000000000008 2.5050000000000012 1.0000000180025095e-35 0.70000000000000007 0.33333333333333326 2.475000000000001 1.3 9.5000000000000018 1.3 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 12 8 4 6 -6 -4 11 9 10 -3 -5 13 17 15 -15 -16 19 -19 -1 -2 right_child=20 2 3 7 5 -7 -8 -9 -10 -11 -12 -13 -14 14 16 -17 -18 18 -20 -21 -22 leaf_value=9.6502917810754557e-06 -0.012235434511123936 0.0023572948409287448 0.0055726955430577246 0.0058112176153068415 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0.00786807 0.0111007 0.0158979 -0.00210572 -1.21725e-05 -2.23734e-05 -0.00260336 -0.0073956 0.00277318 9.5605e-06 0.00767536 -8.81544e-06 -0.00640608 internal_weight=7485.7 7476.29 214.052 178.784 87.8282 24.9489 62.8794 90.9558 35.2683 28.6158 20.2627 83.431 7262.24 7252.94 88.6422 46.8678 41.7744 7164.3 17.1327 7147.16 9.41728 internal_count=27017 26972 736 620 293 82 211 327 116 92 64 292 26236 26198 415 227 188 25783 65 25718 45 is_linear=0 shrinkage=0.03 Tree=725 num_leaves=31 num_cat=0 split_feature=2 8 12 11 3 8 11 5 9 5 9 13 8 6 10 13 6 7 3 9 11 4 8 11 5 6 11 4 4 8 split_gain=0.564168 3.16401 3.14465 3.46341 4.7238 3.05377 4.48482 3.67045 3.27222 10.3582 4.06067 2.99447 2.34774 3.84121 2.51249 2.27358 2.16679 1.34048 1.2184 2.57429 0.980456 1.65635 1.92534 1.43807 1.36811 1.14725 3.2105 5.38104 2.57074 1.22204 threshold=0.50000000000000011 7.1000000000000005 1.3000000000000003 -1.0000000180025095e-35 0.50000000000000011 5.9000000000000012 0.33333333333333326 1.5750000000000008 4.7000000000000002 1.4750000000000008 4.9000000000000012 2.5000000000000004 4.1000000000000005 1.5000000000000002 -0.49999999999999994 2.9000000000000008 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 4.3000000000000016 2.1666666666666674 0.99000000000000055 5.5000000000000009 2.5000000000000004 1.4650000000000007 2.9000000000000004 -1.0000000180025095e-35 1.5650000000000008 1.3550000000000006 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 15 8 16 -8 9 -4 -10 -6 13 -5 -14 -1 -7 -3 19 -2 25 -22 24 -24 -23 29 28 -28 -27 -20 right_child=18 17 5 12 11 6 7 -9 10 -11 -12 -13 14 -15 -16 -17 -18 -19 20 -21 21 22 23 -25 -26 26 27 -29 -30 -31 leaf_value=0.020793561740176322 0.0084031050453978982 0.0074105263653348567 0.013154035098662769 -0.017548183645366328 -0.0018625347424742584 -0.0064470090522485198 -0.0072862338621765034 0.020205887996380827 -0.012204377685404721 -0.0036642312217348792 0.0018207496390448214 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6854.2959998641163 leaf_count=20 21 41 246 44 57 40 30 25 60 158 561 123 48 52 117 26 30 21 648 34 28 28 57 57 190 73 158 29 50 23945 internal_value=-1.41131e-05 0.000896481 0.000469693 -0.00315508 -0.00793747 0.00189404 -0.00590509 0.00550432 0.0027895 0.0064115 0.00048617 -0.0117649 0.00105979 -0.00550198 0.00497737 0.00739585 -0.0146336 0.0126414 -8.50562e-05 -0.0110117 -7.12934e-05 -0.00288219 -0.00172531 -0.00797101 0.00104608 -2.81872e-05 0.00311236 0.00740543 -0.00341069 -7.40243e-05 internal_weight=7859.88 568.094 548.174 154.639 72.4422 393.535 40.5306 17.5675 353.005 137.222 215.782 57.9716 82.1965 30.7282 51.4683 14.4706 22.9632 19.9196 7291.79 9.17294 7282.61 109.995 100.109 30.7683 69.3405 7172.62 103.18 62.2266 40.9537 7069.44 internal_count=27017 1699 1637 487 226 1150 125 55 1025 404 621 180 261 96 165 46 70 62 25318 55 25263 360 332 114 218 24903 310 187 123 24593 is_linear=0 shrinkage=0.03 Tree=726 num_leaves=31 num_cat=0 split_feature=10 5 3 13 5 6 5 5 6 12 12 13 4 8 11 12 9 10 4 9 5 5 5 3 3 8 8 10 3 4 split_gain=0.554794 2.16067 3.57226 3.95722 2.37337 7.51823 3.1475 4.57376 4.50594 4.50074 5.28603 3.75251 3.7115 3.12556 3.63696 2.83552 2.3403 2.47216 2.07879 1.92893 1.90836 4.26668 3.06893 1.8493 2.98021 2.38582 1.61499 1.61014 2.24269 2.75713 threshold=-0.49999999999999994 1.4450000000000007 0.50000000000000011 4.7000000000000011 1.2550000000000006 1.9000000000000001 1.0550000000000006 1.1050000000000006 1.5000000000000002 2.1000000000000005 1.9000000000000001 4.3000000000000016 1.8200000000000007 4.7000000000000002 -1.4999999999999996 3.5000000000000004 4.9000000000000012 -1.1666666666666663 1.4150000000000007 5.7000000000000002 2.2950000000000013 2.3450000000000011 2.2150000000000012 3.7000000000000006 3.5000000000000004 5.5000000000000009 5.9000000000000012 -0.33333333333333309 0.3000000000000001 1.3950000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 18 20 6 13 9 8 -8 10 -1 -9 -11 14 -6 -15 17 -7 -3 -18 22 -22 -4 24 27 -26 -25 28 29 -2 right_child=23 2 3 -5 5 16 7 11 -10 12 -12 -13 -14 15 -16 -17 19 -19 -20 -21 21 -23 -24 26 25 -27 -28 -29 -30 -31 leaf_value=0.0021993029085827227 0.01713936679031916 -0.022770520313165808 -0.00014494331880712791 -0.013348550802509962 0.027340472085285464 -0.0092044642006518657 -0.01192492830526717 -0.00056470537875366242 0.0009515790202256105 0.0095590867447205713 -0.010197281152520795 0.013051589670025921 -0.002378592203455778 0.0032823053398389089 0.00616369891316628 -0.0056951890419451919 -0.016457960223347411 0.0030216274183468301 -0.0020702284558096785 -0.0037513838492663327 0.020608332370642551 0.0013641478256624887 -0.0090033765292951602 -0.019092391045911275 0.0030841725430793819 0.030853644839189825 0.00082129230120531638 7.4351741303105157e-05 -0.0013275394489910477 -0.003006557810164779 leaf_weight=135.01314698159695 13.223447859287264 10.140328705310823 1171.3022033795714 20.679805010557175 7.5634679794311515 22.09134042263031 63.834514752030373 362.31010784953833 39.651272535324097 98.919228747487068 40.167884349822998 19.180054247379303 30.718772634863853 233.45481406897306 208.71038331091404 36.632408276200294 20.873772516846657 45.628982305526733 7.667666643857955 22.174890756607056 12.367447614669798 64.166180402040482 36.288269191980362 8.6681033000349981 6.3541238009929639 4.956500232219696 6.3506939411163321 5085.093721807003 1188.5588209703565 11.371898815035818 leaf_count=374 37 30 3518 64 21 62 185 1047 111 290 113 55 115 668 584 122 62 130 23 65 43 271 131 73 32 15 29 15157 3557 33 internal_value=-3.45719e-06 0.000355723 -0.000511794 -0.000329651 0.00118301 0.00261026 0.000103929 -0.00139751 -0.00699121 0.00249276 -0.000643154 0.000119877 0.00673036 0.00421674 0.00690429 0.00206467 -0.0044434 -0.000966699 -0.0138575 -0.00991265 -0.000119992 0.00447391 -0.000411141 -0.000157335 -0.000132307 0.0152532 -0.0106719 -0.000159937 -0.00114199 0.0078247 internal_weight=9034.11 2709.54 1322.61 1304.8 1386.93 597.13 789.795 484.976 103.486 304.819 175.181 381.49 129.638 486.361 216.274 270.087 110.769 67.7203 17.808 43.0487 1284.12 76.5336 1207.59 6324.58 6309.56 11.3106 15.0188 6298.25 1213.15 24.5953 internal_count=27017 8084 4080 4027 4004 1714 2290 1398 296 892 487 1102 405 1395 605 790 319 192 53 127 3963 314 3649 18933 18831 47 102 18784 3627 70 is_linear=0 shrinkage=0.03 Tree=727 num_leaves=31 num_cat=0 split_feature=8 4 0 4 11 3 6 13 5 4 9 5 13 2 11 3 3 8 5 11 2 4 2 6 5 11 6 0 6 7 split_gain=0.424993 1.9571 1.86554 3.23074 3.21793 4.19919 3.22286 3.01452 4.92589 4.70056 2.54581 4.79594 4.73771 4.58208 2.04481 4.84513 4.26136 1.30235 4.42117 2.85493 4.80434 4.10853 3.41618 2.727 2.90533 2.19898 1.04146 1.56237 1.49055 3.18788 threshold=6.3000000000000016 0.97000000000000031 475.00000000000006 1.5850000000000006 0.83333333333333337 2.9000000000000004 1.7000000000000004 2.5000000000000004 1.5250000000000006 1.4750000000000008 4.3000000000000016 1.7250000000000003 2.7000000000000006 0.90000000000000013 0.50000000000000022 2.5000000000000004 0.70000000000000007 5.9000000000000012 0.79500000000000004 0.50000000000000022 1.5000000000000002 1.4550000000000007 1.7000000000000004 0.50000000000000011 1.3850000000000005 1.0000000180025095e-35 1.0000000180025095e-35 475.00000000000006 0.3000000000000001 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 -2 10 7 6 -6 -5 9 -9 -4 11 13 -13 -3 15 -12 -16 26 -19 23 21 -21 -22 24 -20 -25 27 -1 29 -28 right_child=1 2 3 4 5 -7 -8 8 -10 -11 14 12 -14 -15 16 -17 -18 18 19 20 22 -23 -24 25 -26 -27 28 -29 -30 -31 leaf_value=9.0082751691503079e-05 -0.014879209795456804 0.0097004770647450642 -0.006430054417742752 -0.00083149756320220053 0.0059612857496688567 -0.02087354280193297 -0.0091726279280920607 0.002308021123021984 0.015987584736774377 0.0095182897959372615 -0.0026280081884140932 0.003259632558958823 0.039088093534416272 -0.003259760607344907 0.018242177798616702 0.015232605674267114 -0.0077466885737848719 0.02317867762452103 -0.021281246832291129 -0.00047840463275443043 0.014947487790957677 -0.013623072125053167 -0.00042228705744860081 0.0022473704904859113 0.0013536792106347093 0.0086685068147027301 0.0099349161646098 -0.024139050490938348 -4.634865603854159e-05 -0.0032467382254463156 leaf_weight=5.9205866158008558 8.4865121245384199 32.275595366954803 44.836121395230293 263.51360883191228 84.253105726093054 5.5968285277485839 49.525668762624264 61.736278295516968 38.443478643894196 26.441483289003372 225.65378223359585 7.7848654240369779 5.7937389016151428 102.59121725335717 5.9882942736148825 14.551059439778326 109.67713318765163 8.3936762884259206 8.4684495255351084 44.005352772772312 18.3230921626091 41.661982178688049 44.928350165486336 256.90414234995842 12.844677858054636 59.028770856559277 39.50417286157608 4.022675946354866 5825.9010959789157 28.370715633034706 leaf_count=27 34 112 167 1269 359 25 210 223 140 98 889 28 20 420 22 56 435 32 40 156 65 153 180 939 51 214 142 23 20377 111 internal_value=1.94818e-05 -0.00052891 -0.000416007 0.000753074 -0.000714738 0.00428972 -0.00215114 0.00420213 0.00755748 -0.00051378 -0.00174743 0.00155281 0.018547 -0.000158187 -0.00312407 -0.00154605 -0.00640118 0.000112661 0.00159146 0.00121875 -0.00224085 -0.00687096 0.00403013 0.00274642 -0.00763997 0.00344709 -1.12191e-05 -0.00971213 5.14707e-06 0.00442518 internal_weight=7485.43 1087.15 1078.66 574.347 402.889 89.8499 313.039 171.457 100.18 71.2776 504.316 148.445 13.5786 134.867 355.87 240.205 115.665 6398.28 494.558 486.165 148.919 85.6673 63.2514 337.246 21.3131 315.933 5903.72 9.94326 5893.78 67.8749 internal_count=27017 4507 4473 2491 1863 384 1479 628 363 265 1982 580 48 532 1402 945 457 22510 1830 1798 554 309 245 1244 91 1153 20680 50 20630 253 is_linear=0 shrinkage=0.03 Tree=728 num_leaves=31 num_cat=0 split_feature=13 10 11 5 5 8 3 9 0 6 0 2 8 13 3 5 9 7 8 10 13 10 9 7 11 5 4 8 10 3 split_gain=0.55927 2.64379 3.25455 3.20847 2.85857 2.80323 2.88859 2.50769 2.49041 3.83946 3.72895 3.53886 2.60426 2.54685 2.29322 2.26919 2.21423 2.30562 2.59277 2.13448 1.88076 4.81743 5.55306 3.34709 4.11474 3.31805 3.07184 3.37642 2.7849 2.7843 threshold=2.3000000000000007 -1.0000000180025095e-35 -0.83333333333333315 2.8450000000000011 1.0450000000000006 2.5000000000000004 1.5000000000000002 4.7000000000000002 350.00000000000006 0.3000000000000001 475.00000000000006 1.5000000000000002 3.9000000000000004 1.7000000000000004 1.3 2.3850000000000011 2.9000000000000004 0.3000000000000001 6.1000000000000005 -1.1666666666666663 2.7000000000000006 0.83333333333333337 6.5000000000000009 0.50000000000000011 -0.33333333333333309 2.5750000000000006 0.89000000000000024 6.1000000000000005 0.33333333333333326 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 16 4 7 6 -6 19 9 14 11 -10 -11 -12 -4 -7 -3 -18 -19 -1 21 22 25 -24 -25 28 -23 29 -2 -28 right_child=20 2 8 -5 5 15 -8 -9 10 12 13 -13 -14 -15 -16 -17 17 18 -20 -21 -22 26 23 24 -26 -27 27 -29 -30 -31 leaf_value=0.010826953578678886 7.0415547627356679e-05 -0.014855866328971432 -0.00082649808880687499 -0.016018051608719122 0.0016963950591578597 0.0007486059981654437 0.024099309703750967 -0.014067930238287243 -0.0099725361236751488 -0.0043025205136883573 0.001146657785822326 -0.0011423116578102785 0.0015336916491231372 -0.0031702940321687218 -0.027283547043370798 0.0078557392174734824 0.01424778521670458 0.0031461185292436023 -0.0047301696354291036 -0.0045543392222269713 -0.00018937398192119808 -0.021223963486111046 0.020680142817737838 -0.0014941120114058491 0.0069894102618161735 0.022568527366640806 0.0038159136057322593 -0.0019890598982488876 -0.0037255572634213559 0.011006581167968923 leaf_weight=10.179180800914763 770.71931995637715 6.9728858098387709 4.9266868531703931 10.21707897633314 11.081975787878038 972.03510295413435 9.7259153425693494 19.703661527484655 112.50308540463448 86.139374390244484 182.16583640500903 64.131938278675079 342.0845080986619 378.66963114589453 7.3434521555900574 42.186654895544052 13.703483134508131 190.66855047643185 46.859646126627922 40.136683132499456 3833.1494679637253 3.9832491278648368 10.992231324315069 83.852313674986362 133.18212885409594 5.5051343888044348 107.62856085598469 45.866254705935717 224.64119974151254 88.163148619234562 leaf_count=54 2678 29 23 34 33 3337 27 88 357 264 677 247 1158 1380 29 135 41 623 187 188 13046 12 34 257 407 20 396 198 785 273 internal_value=-1.45814e-05 -0.000379592 -0.00123059 0.00071627 0.000870993 0.00126785 0.0121678 -0.00499541 -0.00189921 -0.000114398 -0.00296529 -0.00676649 0.000359708 -0.0017681 -0.0166606 0.00104423 0.00181975 0.00228258 0.00159228 -0.00144262 0.000160881 0.00107139 0.000304746 0.00452974 0.00371176 -0.000657831 0.00490677 0.00533748 -0.000786291 0.0070538 internal_weight=7859.12 2551.44 1436.17 1115.27 1105.05 1035.03 20.8079 70.0195 1177.96 440.494 737.47 176.635 428.224 560.835 12.2701 1014.22 258.205 251.232 237.528 50.3159 5307.68 1474.53 1228.89 228.027 217.034 1000.87 245.641 241.658 995.361 195.792 internal_count=27017 8911 5015 3896 3862 3532 60 330 4135 1474 2661 604 1422 2057 52 3472 880 851 810 242 18106 5060 4181 698 664 3483 879 867 3463 669 is_linear=0 shrinkage=0.03 Tree=729 num_leaves=17 num_cat=0 split_feature=13 13 10 12 5 13 9 2 11 8 5 6 8 6 8 4 split_gain=0.549538 0.625178 0.584784 2.07809 2.47747 5.5767 2.64019 2.13889 2.96879 2.55984 1.81117 2.38826 1.58708 1.79848 1.38704 1.25878 threshold=6.1000000000000005 5.9000000000000012 -0.49999999999999994 3.5000000000000004 2.2550000000000012 2.7000000000000006 6.9000000000000012 3.1000000000000005 0.83333333333333337 4.5000000000000009 2.7050000000000005 1.1000000000000003 1.9000000000000001 1.9000000000000001 2.3000000000000003 1.7950000000000006 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 -6 -1 9 -9 -5 12 -12 13 -4 -14 -13 right_child=-2 -3 10 7 5 -7 -8 8 -10 -11 11 15 14 -15 -16 -17 leaf_value=0.00092891015888001951 0.0075775449644371199 -0.0091363126466423965 -0.010120732453054254 0.0015728140305127571 -1.0072118689694835e-05 0.025631980281706299 -0.0029249664866036629 0.01239746502242638 -0.0065062478233339016 -0.003465169159278159 0.0058193432427794522 -0.01895483380296421 0.0041109325361655099 0.0027211732839114771 -0.00013593431666020017 -0.0029860987086171679 leaf_weight=2022.3370112851262 8.596906974911688 6.7518258690834037 29.214285723865032 128.12806620448828 22.207764960825443 11.631293207406996 173.72969804704189 21.77121527493 11.38809561729431 311.31403414160013 8.1913810372352618 12.906421434134247 69.998795658349991 14.780753493309019 6173.3719830587506 6.7748645208775988 leaf_count=5844 25 20 89 435 90 43 532 89 40 992 37 86 217 48 18402 28 internal_value=-3.73083e-06 -1.09529e-05 -4.1205e-06 0.000365181 0.00074816 0.00880371 0.000624032 -0.00144185 0.00590525 -0.00199625 -0.000162157 -0.00779262 -0.000128331 -0.00580631 -8.83197e-05 -0.0134579 internal_weight=9033.09 9024.5 9017.75 2702.51 2229.91 33.8391 2196.07 472.601 33.1593 439.442 6315.24 27.8727 6287.37 43.995 6243.37 19.6813 internal_count=27017 26992 26972 8065 6509 133 6376 1556 129 1427 18907 151 18756 137 18619 114 is_linear=0 shrinkage=0.03 Tree=730 num_leaves=31 num_cat=0 split_feature=5 5 3 5 7 13 0 10 13 13 5 10 8 7 13 5 5 9 8 7 5 6 5 9 3 5 11 10 8 6 split_gain=0.428657 3.04916 3.22228 2.44429 2.46571 5.8785 2.64445 3.19079 2.41735 4.97511 3.70489 3.53412 3.63336 3.46249 9.30506 2.63126 2.52686 2.2986 2.06623 1.67278 1.54708 8.83579 2.1319 3.91475 4.27485 2.64862 5.34664 2.27877 1.85431 1.92425 threshold=0.88500000000000023 0.8300000000000004 0.3000000000000001 0.92500000000000027 0.70000000000000007 1.9000000000000001 525.00000000000011 1.0000000180025095e-35 3.7000000000000006 2.5000000000000004 0.81000000000000016 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 2.3000000000000007 0.67500000000000016 0.7150000000000003 4.3000000000000016 4.9000000000000012 2.5000000000000004 0.93000000000000027 1.9000000000000001 0.97000000000000031 3.5000000000000004 1.1000000000000003 0.98000000000000043 1.0000000180025095e-35 0.83333333333333337 4.5000000000000009 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 -2 -6 7 -7 9 13 15 16 -13 14 -1 -10 -11 -8 -17 -4 21 28 23 24 -22 26 -24 -25 -5 -30 right_child=3 2 19 20 5 6 17 -9 10 11 -12 12 -14 -15 -16 18 -18 -19 -20 -21 22 -23 25 27 -26 -27 -28 -29 29 -31 leaf_value=0.0021557237767510437 -0.010234403269827313 -0.025419060952039604 -0.0028965955069023314 -0.022604036479286688 0.035898367621244119 0.0060595206971528334 0.01832964318924268 -0.0093851473325507265 0.01639748634485012 -0.02281277369494367 0.03046791934984085 -0.0047223839602306703 0.015562344000191486 -0.014893534364492268 0.034808750726966507 0.0038684782193623593 -0.0066360751523474705 -0.0010620076823523209 -0.016786927978677414 -0.020317159131533011 -0.011009707433176613 0.028276172857588419 -0.017263073717618746 0.010672557218183061 0.010966439202266439 9.7426753143284353e-06 0.0041651371856686117 -0.0029450636964299106 -0.01747113026800658 0.0049815812058038424 leaf_weight=34.710754305124283 8.7489510774612409 6.7640656828880301 83.167727209627628 11.994313150644308 5.7053061351180068 33.285341821610928 17.5531180202961 18.86026930809021 10.404963985085489 11.968473292887209 5.6037937104701987 25.9126937687397 11.462669633328913 5.9046933390200129 10.151550680398939 15.378934577107431 31.730452798306942 8.0127872228622419 6.0825816094875327 5.2755265831947318 24.547148451209068 5.3840706795454016 23.055068165063858 59.927531056106091 11.79388217628002 6945.0861236266792 19.213213339447975 13.56263208389282 7.0066383294761163 6.7398068457841873 leaf_count=133 32 29 303 41 21 119 64 68 40 53 19 97 48 28 36 55 123 29 23 21 92 19 89 214 43 25002 71 49 30 26 internal_value=1.94062e-05 -0.00116673 -0.00546201 6.28598e-05 0.00491712 0.00650625 0.00434838 0.000473421 0.00124859 -0.00066243 0.00797262 -0.00527397 0.00149875 0.00670215 0.00954453 0.00401677 -0.0110666 0.012252 -0.00198564 -0.00393571 9.64086e-08 -0.00667371 2.93645e-05 0.00417657 -0.00387771 -3.58236e-05 -0.0075228 0.00815942 -0.013984 -0.00646269 internal_weight=7485 264.519 95.2073 7220.48 92.1658 83.4168 77.7115 52.1456 169.312 131.841 37.4703 81.0743 37.3754 50.767 44.8623 31.8665 43.6989 25.5659 21.4615 88.4433 7128.31 31.1248 7097.19 109.831 36.341 6987.35 42.2683 73.4902 25.7408 13.7464 internal_count=27017 1008 353 26009 333 301 280 187 655 518 137 321 145 197 169 118 176 93 78 324 25676 116 25560 398 135 25162 160 263 97 56 is_linear=0 shrinkage=0.03 Tree=731 num_leaves=21 num_cat=0 split_feature=4 8 11 10 4 8 3 6 7 12 8 8 2 5 10 8 8 9 11 13 split_gain=0.547804 1.19296 1.53649 0.956239 0.889366 1.10815 2.68419 2.5152 1.27511 0.911667 0.82293 0.837071 0.751029 1.80893 0.722116 0.634701 2.22691 0.307687 0.249907 0.243261 threshold=2.7150000000000003 8.5000000000000018 0.50000000000000022 0.33333333333333326 2.5850000000000013 5.7000000000000002 1.1000000000000003 0.70000000000000007 1.3 6.5000000000000009 6.7000000000000002 7.3000000000000016 3.5000000000000004 1.2350000000000008 1.1666666666666672 10.100000000000001 9.3000000000000025 5.1000000000000005 -0.33333333333333331 2.3000000000000007 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 2 10 -4 9 -6 19 -8 -9 12 -2 -12 15 -14 -15 16 -1 -3 -13 -7 right_child=1 17 3 -5 5 6 7 8 -10 -11 11 18 13 14 -16 -17 -18 -19 -20 -21 leaf_value=-2.3693790271587001e-06 -0.022027126353297229 -0.0082905626383346139 -0.0028735453832913491 0.01712344755150224 0.023281771541574084 -0.022157473433401055 0.029777425525455321 -0.010806311220397198 0.013763384107524581 0.011466447286329482 0.0092250245489588333 -0.0049704243112538909 0.014205950033230549 -0.02218011932805079 -0.0033629939225467611 0.0080418542147648459 -0.011885448666758868 -0.023192332675677725 -0.021513479911267036 -0.0083550951571560676 leaf_weight=7775.9602363817394 3.1225785203278118 2.0701106302440158 3.9261607900261861 4.7632080093026161 2.9692580848932293 2.5552284717559841 4.1500888019800168 4.0389210470020771 3.5914676748216152 6.2176150828599921 2.7318537831306458 1.6429218277335196 2.4839533492922765 4.9249991364777088 2.9258664324879646 8.7901040986180288 14.219387248158453 3.136350691318512 1.6444564908742876 2.0885808914899826 leaf_count=26486 32 26 24 25 15 22 19 21 24 23 18 20 23 45 18 36 71 26 21 22 internal_value=-1.41964e-05 -0.00463351 -0.000944608 0.00808811 -6.13837e-07 0.00641583 0.00336673 0.0109812 0.000758141 -1.65357e-05 -0.00953028 -0.00304733 -2.56782e-05 -0.00810753 -0.0151673 -1.49685e-05 -2.40595e-05 -0.0172673 -0.0132458 -0.0159498 internal_weight=7857.95 23.0376 17.8312 8.68937 7834.92 19.3935 16.4243 11.7805 7.63039 7815.52 9.14181 6.01923 7809.3 10.3348 7.85087 7798.97 7790.18 5.20646 3.28738 4.64381 internal_count=27017 192 140 49 26825 123 108 64 45 26702 91 59 26679 86 63 26593 26557 52 41 44 is_linear=0 shrinkage=0.03 Tree=732 num_leaves=22 num_cat=0 split_feature=4 5 4 4 11 6 11 7 13 4 9 6 7 6 4 4 5 7 5 4 3 split_gain=0.550748 1.19291 0.835932 3.86627 1.6377 1.61805 3.62271 2.48323 1.29812 1.05438 3.99666 3.09557 2.7779 2.58458 2.11693 1.06936 2.49865 3.73727 2.03481 1.0769 0.732047 threshold=2.975000000000001 1.7250000000000003 2.3550000000000009 2.3750000000000009 2.1666666666666674 1.1000000000000003 1.1666666666666672 2.1000000000000005 2.3000000000000007 2.2850000000000006 4.7000000000000002 0.50000000000000011 1.5000000000000002 1.3 2.2950000000000013 2.2350000000000008 1.7400000000000007 0.70000000000000007 2.0350000000000006 2.225000000000001 3.9000000000000004 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 8 5 7 -7 -5 -4 15 12 -12 13 -11 -13 19 17 -17 -18 20 -1 right_child=1 -3 3 4 -6 6 -8 -9 -10 10 11 14 -14 -15 -16 16 18 -19 -20 -21 -22 leaf_value=-1.3994578991053281e-05 0.0030262131241952589 -0.013982327538104451 0.0077577211204164515 -0.0041696924400808901 0.017201290178385693 0.0058418367871445713 -0.018577807764418079 0.010326830997997175 0.023941375292947143 0.012534915199067374 -0.026550141807970051 -0.02019884907589977 0.021703365953604451 -0.014978504451495608 -0.0015909249554762826 -0.012691015573423711 -0.016927663274037833 0.011919023300635188 0.0039070937562902044 -0.0086831591824531682 -0.0082459221937679437 leaf_weight=8686.6805727630854 7.1729932278394681 7.6898808628320694 9.6659612134099024 86.224106460809708 5.17901986837387 61.160889700055122 6.0043759495019904 12.131087966263292 8.2834058851003629 5.9983244240283984 7.5881632268428794 6.9007024914026251 7.3989756405353537 6.3005763441324234 27.154918976128101 6.604866921901702 7.7986956387758282 34.890578240156174 9.1905510276555997 12.942918628454207 9.7333984114229661 leaf_count=25735 28 23 37 328 15 219 20 60 34 22 24 22 32 21 84 21 23 127 27 39 76 internal_value=-3.63918e-06 -0.00577381 5.87101e-06 0.00198188 0.000589207 6.94264e-05 0.00365879 -0.0023817 0.0152263 -3.63494e-05 -0.00395582 -0.00922237 0.00717833 -0.00155987 -0.00536146 -8.92796e-06 0.00403411 0.00800182 -0.00565683 -3.60776e-05 -2.32081e-05 internal_weight=9032.69 14.8629 9017.83 188.649 170.699 165.52 67.1653 98.3552 17.9494 8829.18 61.3417 41.6438 19.6979 12.2989 34.0556 8767.84 58.4847 41.4954 16.9892 8709.36 8696.41 internal_count=27017 51 26966 713 642 627 239 388 71 26253 205 130 75 43 106 26048 198 148 50 25850 25811 is_linear=0 shrinkage=0.03 Tree=733 num_leaves=24 num_cat=0 split_feature=13 6 4 11 12 2 13 4 8 13 11 9 8 8 4 2 6 0 9 9 13 4 4 split_gain=0.423874 1.86298 4.64767 1.77185 1.42068 2.40514 2.33052 1.75585 0.862005 0.701283 2.58047 3.08476 3.91004 2.13382 2.05597 1.78481 0.913964 4.81444 3.18511 2.74936 1.22865 2.77587 1.28779 threshold=5.3000000000000016 3.3000000000000003 1.1150000000000007 0.83333333333333337 2.3000000000000007 1.1000000000000003 5.5000000000000009 1.2350000000000005 4.3000000000000016 4.7000000000000011 -0.83333333333333315 4.9000000000000012 6.1000000000000005 5.3000000000000016 1.5750000000000008 0.90000000000000013 2.7000000000000006 575.00000000000011 5.1000000000000005 3.5000000000000004 4.3000000000000016 0.8650000000000001 1.0750000000000008 decision_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 9 -3 4 5 7 -6 -2 -8 16 14 12 -12 -13 15 -11 20 19 -19 -18 22 -22 -1 right_child=3 2 -4 -5 6 -7 8 -9 -10 10 11 13 -14 -15 -16 -17 17 18 -20 -21 21 -23 -24 leaf_value=-0.00089688681269144935 0.0057181629407127132 0.024471029912359738 -0.008495994056776552 -0.017510081480906457 -0.021096260834123515 0.020437191189533879 0.0084423112296625816 -0.015023033153937489 -0.0070810567700892524 0.0058733447077651511 0.0011253939334876055 -0.002418941333923941 0.024156509625216784 -0.019988954019802441 -0.0042757365563608511 0.026109740674197874 -0.018042048000741977 0.024599402427979308 -0.0012522622153633238 -0.0031854960032246219 0.014865112519904538 -0.003720101273743451 0.00024772846451030073 leaf_weight=1037.4551142826676 10.568483918905264 8.9879134595394117 6.7310700565576544 6.3809800446033469 6.5210490673780468 6.2342544347047797 6.6369796991348249 5.6302858740091315 6.2522620111703873 7.0145027041435268 53.424575924873352 19.931730389595035 7.5749473124742499 9.0435614287853223 5.3714120388030997 8.898817226290701 12.743862792849539 8.9052970111370104 8.2751372158527357 93.193504549562931 7.640587478876113 135.51961986720562 6005.9582082331181 leaf_count=3549 35 25 26 24 26 22 23 23 25 23 181 67 28 34 20 30 44 28 31 332 25 494 21902 internal_value=1.89557e-05 3.71356e-05 0.0103541 -0.00278456 -0.000538961 0.00460299 -0.00648166 -0.00149096 0.000912298 1.52822e-05 0.00237913 0.000156966 0.00398541 -0.00790277 0.0117726 0.0171897 -2.06975e-05 -0.00258363 0.0121477 -0.00497268 2.32097e-05 -0.00272819 7.91331e-05 internal_weight=7484.89 7436.67 15.719 48.2243 41.8433 22.433 19.4103 16.1988 12.8892 7420.95 111.26 89.9748 60.9995 28.9753 21.2847 15.9133 7309.69 123.118 17.1804 105.937 7186.57 143.16 7043.41 internal_count=27017 26839 51 178 154 80 74 58 48 26788 383 310 209 101 73 53 26405 435 59 376 25970 519 25451 is_linear=0 shrinkage=0.03 Tree=734 num_leaves=8 num_cat=0 split_feature=9 9 9 8 7 5 2 split_gain=0.546294 1.53516 2.15729 0.691929 0.632502 2.7905 2.14611 threshold=0.70000000000000007 1.5000000000000002 1.7000000000000004 1.1000000000000003 2.1000000000000005 0.67500000000000016 0.3000000000000001 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=-0.009778852578406657 0.014711394919859611 -0.014959413399650836 0.0089222818513705962 -0.013244952606205418 -0.01230616166397187 0.00010148499974175972 -0.00062064620329777779 leaf_weight=5.1527768410742274 6.3722896426916114 8.6889802962541562 7.8098282516002646 14.127279099076985 14.428786829113958 7082.2115839403123 718.80932268314064 leaf_count=24 26 39 22 80 52 23873 2901 internal_value=-1.38732e-05 -7.46537e-06 -1.94195e-05 -2.85614e-06 -1.17588e-05 7.49151e-05 -0.000850596 internal_weight=7857.6 7852.45 7846.08 7837.39 7829.58 7096.34 733.238 internal_count=27017 26993 26967 26928 26906 23953 2953 is_linear=0 shrinkage=0.03 Tree=735 num_leaves=18 num_cat=0 split_feature=9 12 2 4 3 10 6 6 11 5 8 10 8 8 5 0 7 split_gain=0.533097 0.555582 2.54865 2.83739 2.58023 2.28648 2.0272 3.48625 4.1782 1.77521 1.70285 2.12818 1.67106 1.66965 1.57518 0.717926 0.246793 threshold=10.500000000000002 2.5000000000000004 0.50000000000000011 1.2150000000000005 2.7000000000000006 -2.4999999999999991 3.3000000000000003 2.9000000000000004 -0.83333333333333315 1.2050000000000007 9.1000000000000014 -2.1666666666666656 3.7000000000000006 5.3000000000000016 1.9250000000000003 350.00000000000006 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 12 -1 7 9 -9 -4 11 13 -3 -7 -13 -5 -17 right_child=-2 2 6 15 -6 10 -8 8 -10 -11 -12 14 -14 -15 -16 16 -18 leaf_value=-0.014259403660126787 -0.0085451987588187062 -0.0088079104891802002 0.0017709314640535516 -0.0085951611520877179 -0.018573738341473418 0.00058693946957032227 0.013388933560145299 0.011245418911682646 -0.014783828162316904 9.280519074584073e-05 -0.012274769345487222 -0.00011532035848154737 0.0092538844224911085 0.021129767539875579 -0.0033680136577881382 -0.017553504295230279 -0.027273284057700922 leaf_weight=10.457503914833067 6.5709276571869841 6.7815387547016206 659.14860055595636 4.8409084528684607 6.1710358746349803 6.7787005901336652 10.605256542563437 7.0102232322096816 26.648841559886932 4073.2953362576663 10.509611144661902 4033.4785274341702 14.39789606630802 7.5010505318641663 138.59887793660164 4.3564903959631902 5.1073035448789597 leaf_count=29 31 27 2035 21 39 19 33 24 95 12604 31 11438 53 23 474 22 19 internal_value=-3.32636e-06 2.89233e-06 0.000222834 -0.00716566 -0.00150323 -0.000248992 0.000287266 0.000258113 -0.00936268 0.00032654 -0.000214082 -0.000183804 0.0034706 0.0113779 -0.000223377 -0.0179922 -0.022799 internal_weight=9032.26 9025.69 4818.36 41.6552 27.3505 4207.32 4776.71 4766.1 33.6591 4732.44 4196.87 4186.36 21.1794 14.2798 4172.08 14.3047 9.46379 internal_count=27017 26986 14972 181 119 12014 14791 14758 119 14639 11985 11954 80 42 11912 62 41 is_linear=0 shrinkage=0.03 Tree=736 num_leaves=31 num_cat=0 split_feature=8 4 9 5 5 2 4 5 6 4 5 5 6 12 8 5 11 2 4 2 6 4 13 6 6 7 0 0 2 10 split_gain=0.426697 1.88999 1.79731 3.53392 2.19602 4.60591 3.1238 1.91795 1.45432 5.0244 2.48167 1.89983 4.81195 2.07232 1.24141 4.1736 2.74009 4.62955 3.98108 3.2489 2.62641 2.87291 2.12587 1.00901 1.40154 3.04318 3.2198 1.91162 1.17173 2.91655 threshold=6.3000000000000016 0.97000000000000031 3.1000000000000005 0.93000000000000027 1.1150000000000009 1.5000000000000002 1.8100000000000005 0.74500000000000033 0.90000000000000013 1.1450000000000007 2.015000000000001 0.97000000000000031 1.5000000000000002 1.1000000000000003 5.9000000000000012 0.79500000000000004 0.50000000000000022 1.5000000000000002 1.4550000000000007 1.7000000000000004 0.50000000000000011 1.8100000000000005 1.5000000000000002 1.0000000180025095e-35 0.3000000000000001 1.3 200.00000000000003 525.00000000000011 2.9000000000000004 -1.8333333333333328 decision_type=2 2 2 2 2 2 2 2 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 7 5 -5 -6 -3 9 -4 -11 12 -10 -13 23 -16 20 18 -18 -19 21 -17 -22 -1 25 26 -25 -27 -26 -30 right_child=1 2 8 4 6 -7 -8 -9 11 10 -12 13 -14 -15 15 16 17 19 -20 -21 22 -23 -24 24 28 27 -28 -29 29 -31 leaf_value=-0.0095873089483665061 -0.01469780221630001 0.0081424637628932581 0.0253432437441664 0.0043561975498049152 0.01127742713869799 0.037392008812380993 -0.0065907202444920685 -0.015064697172946966 -0.0038601471329518756 -0.0042626758635763776 0.003447431613254818 -0.017225692350557681 0.019573847388064735 -0.00018078548509266594 0.022403496712178013 -0.016765541814769677 -0.00048008014697543613 0.014540993024687261 -0.013442910798776127 -0.00041196989946023891 0.014408239028626204 0.005665635614739992 0.0028228227312758264 0.023373206731927262 -8.865220476478048e-05 0.0019486580109252701 0.0043311063265105429 -0.014960649079842139 0.02419768149637647 0.0019697629258579007 leaf_weight=9.8818052113056165 8.4097277522087079 4.5290841311216345 5.7120634466409674 9.6782877296209318 21.524324297904968 6.2518659681081763 14.902493007481096 10.963431462645529 16.746073693037037 243.1176032833755 44.439996920526028 6.4808898717164984 14.905951917171476 679.26603122055531 8.4936220720410329 12.484155058860781 44.004769131541252 18.449989229440689 41.367828637361526 44.909882605075836 14.961992904543875 8.733835041522978 301.49713233113289 11.085545137524603 5758.6342956498265 19.675977095961574 28.635581463575363 8.667913541197775 5.8243795260787001 60.472098458558321 leaf_count=50 34 23 20 37 74 30 72 46 74 1143 174 24 56 2700 32 49 156 65 153 180 52 42 1101 37 20071 72 105 39 23 283 internal_value=1.85896e-05 -0.000530961 -0.000420495 0.00430612 0.00803047 0.0173213 0.00396743 -0.00828031 -0.000737809 -0.0025177 -0.00307113 -1.01962e-05 0.00717567 -0.000341874 0.000111953 0.00155518 0.00119113 -0.00220161 -0.0067613 0.00394224 0.00268549 -0.00753233 0.00337057 -9.04826e-06 7.01327e-06 0.00428697 0.00964546 -0.00322242 -4.29985e-05 0.00392256 internal_weight=7484.71 1086.93 1078.52 67.8495 52.357 15.9302 36.4268 15.4925 1010.67 293.27 287.558 717.399 31.652 685.747 6397.78 494.903 486.41 148.732 85.3726 63.3599 337.677 21.218 316.459 5902.88 5893 68.065 39.7211 28.3439 5824.93 66.2965 internal_count=27017 4507 4473 282 213 67 146 69 4191 1337 1317 2854 130 2724 22510 1830 1798 554 309 245 1244 91 1153 20680 20630 253 142 111 20377 306 is_linear=0 shrinkage=0.03 Tree=737 num_leaves=31 num_cat=0 split_feature=13 9 10 11 5 8 7 6 0 6 0 4 4 4 13 10 9 7 11 4 8 10 3 11 9 3 4 11 5 5 split_gain=0.551647 2.60753 2.70497 3.19698 3.12006 3.21103 2.87447 2.68495 2.22634 3.6363 3.6175 2.11795 4.48901 3.53172 1.79781 4.61352 5.30062 3.22854 3.94706 2.95865 3.22281 2.93312 3.90573 3.27242 2.67343 2.66264 1.84487 4.06393 2.07663 4.06134 threshold=2.3000000000000007 2.1000000000000005 -1.0000000180025095e-35 -0.83333333333333315 2.8450000000000011 2.5000000000000004 0.70000000000000007 1.5000000000000002 350.00000000000006 0.3000000000000001 475.00000000000006 1.7300000000000004 1.7750000000000004 1.2550000000000006 2.7000000000000006 0.83333333333333337 6.5000000000000009 0.50000000000000011 -0.33333333333333309 0.89000000000000024 6.1000000000000005 0.33333333333333326 2.7000000000000006 1.1666666666666672 4.3000000000000016 1.5000000000000002 1.0850000000000006 -1.8333333333333328 2.5750000000000006 2.6550000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 6 -3 -7 9 -5 -10 13 -13 -4 15 16 21 -18 -19 -17 25 23 -23 -2 -22 -21 27 -16 -28 -30 right_child=14 2 3 8 -6 7 -8 -9 10 -11 -12 12 -14 -15 26 19 17 18 -20 20 24 22 -24 -25 -26 -27 28 -29 29 -31 leaf_value=-0.016406042637359411 0.00091561330614761758 0.00019896187857863844 0.0054378314164193241 -0.016401916965673512 -0.015707418707255418 0.0011170646072079942 0.021558307514749093 -0.0047737439828403512 -0.0066074538033278323 0.0003065248353494608 -0.0016745895611370268 0.03146543041762645 0.0040562845277111077 -0.0027687763199435731 0.01632193140726285 -0.020891795962691879 0.020321579021221888 -0.0014750763115756722 0.0068328791235132847 0.0037325673216883496 0.011025515719326126 -0.0043877356107399276 0.017441572113755723 -0.0053588826135946297 -0.005992869128656762 0.010758420744247148 -0.00043215244990361701 0.00082164031744382156 -0.026719601484866327 -0.0018179755069176774 leaf_weight=9.100717578083275 690.6436378788203 10.222832530736925 76.551040917634964 12.054530799388884 10.220822446048258 1003.1219338085502 12.733986705541609 74.829664245247841 175.91093434393406 425.93289437890053 558.90886720269918 5.9980857521295539 51.999341983348131 123.07335493713617 15.539320558309553 3.9684982895851126 10.949022248387335 83.83339960500598 133.30575085431337 107.80524580180645 10.902871392667292 218.18073878064752 7.6348764449357978 83.896611910313368 34.900431174784899 88.316662468016148 3037.3442045934498 748.56740988790989 7.9582654982805279 22.732140526175499 leaf_count=46 2405 29 227 51 34 3546 38 227 602 1414 2047 22 231 397 44 12 34 257 407 396 58 768 23 287 140 273 10641 2267 24 70 internal_value=-1.38846e-05 -0.000376458 -0.00031906 -0.00118164 0.000791401 0.000944576 0.0120468 0.000708134 -0.00184636 -0.000153334 -0.00285548 0.00184443 0.00689093 0.000378256 0.000160393 0.00105064 0.000299825 0.00442681 0.00362533 0.00480161 0.00522308 -0.000641157 -0.00364968 0.000235973 -0.00194187 0.00689642 -0.000182112 0.00113686 -0.000510608 -0.00827516 internal_weight=7857.14 2550.66 2541.56 1430.43 1111.13 1100.91 22.9568 1077.95 1172.81 437.987 734.82 257.622 57.9974 199.624 5306.48 1474.34 1228.44 228.088 217.139 245.894 241.925 1000.36 225.816 774.54 45.8033 196.122 3832.14 764.107 3068.03 30.6904 internal_count=27017 8911 8865 4991 3874 3840 67 3773 4114 1465 2649 877 253 624 18106 5060 4181 698 664 879 867 3483 791 2692 198 669 13046 2311 10735 94 is_linear=0 shrinkage=0.03 Tree=738 num_leaves=31 num_cat=0 split_feature=10 5 3 13 5 6 5 5 12 12 6 13 4 8 11 12 9 10 4 9 5 5 5 3 3 8 8 10 3 4 split_gain=0.537347 1.9951 3.44708 3.8192 2.30249 7.23296 3.01274 4.39484 4.30937 5.07211 4.30474 3.61211 3.57073 2.99836 3.49705 2.67687 2.25485 2.36781 2.02191 1.87935 1.82612 4.04822 2.9577 1.74443 2.86999 2.25593 1.58735 1.50514 2.12896 2.66427 threshold=-0.49999999999999994 1.4450000000000007 0.50000000000000011 4.7000000000000011 1.2550000000000006 1.9000000000000001 1.0550000000000006 1.1050000000000006 2.1000000000000005 1.9000000000000001 1.5000000000000002 4.3000000000000016 1.8200000000000007 4.7000000000000002 -1.4999999999999996 3.5000000000000004 4.9000000000000012 -1.1666666666666663 1.4150000000000007 5.7000000000000002 2.2950000000000013 2.3450000000000011 2.2150000000000012 3.7000000000000006 3.5000000000000004 5.5000000000000009 5.9000000000000012 -0.33333333333333309 0.3000000000000001 1.3450000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 18 20 6 13 8 10 9 -1 -8 -9 -10 14 -6 -15 17 -7 -3 -18 22 -22 -4 24 27 -26 -25 28 29 -2 right_child=23 2 3 -5 5 16 7 11 12 -11 -12 -13 -14 15 -16 -17 19 -19 -20 -21 21 -23 -24 26 25 -27 -28 -29 -30 -31 leaf_value=0.002138813827504226 0.018276888431780838 -0.022453491085248856 -0.000123388876868988 -0.013121351743522495 0.026789373507447953 -0.0090324497095223139 -0.011688730497387915 -0.00057014312744675221 0.0093518916933781962 -0.01000253316618936 0.00089485461564131424 0.012793454773260387 -0.0023608744385065468 0.003202117362656878 0.0060309928673221323 -0.005513583872077967 -0.016226392548377096 0.0029373194291571472 -0.0020100240920537236 -0.0036682657994586416 0.020051133890178804 0.0013549858892274564 -0.0088360049640245526 -0.018949717734378323 0.0031215338772696594 0.030128340380185182 0.00092233708133749584 6.88043591786666e-05 -0.0012882614915625955 -0.0015378639685115847 leaf_weight=134.97436626255512 11.370857596397402 10.074204981327059 1170.8706012219191 20.595202639698982 7.568677306175231 22.058552145957947 63.869212195277214 362.23053434491158 98.700636647641659 40.186818704009056 39.659866318106651 19.166761800646782 30.714746341109276 233.33814281970263 208.82371009886265 36.703824803233147 20.793782234191895 45.664115577936172 7.6683133020997039 22.149390563368797 12.444957315921782 64.161518163979053 36.149750083684921 8.4573867879807931 6.3439038991928083 4.960229367017746 6.3218483850359908 5084.0327141433954 1187.9231896363199 13.193191498517988 leaf_count=374 32 30 3518 64 21 62 185 1047 290 113 111 55 115 668 584 122 62 130 23 65 43 271 131 73 32 15 29 15157 3557 38 internal_value=-3.25542e-06 0.000350298 -0.000483576 -0.000304898 0.0011453 0.00255101 8.21589e-05 -0.00138655 0.00242054 -0.000646747 -0.00686822 0.000101432 0.00657205 0.0041259 0.00675705 0.00201749 -0.00437145 -0.00096146 -0.0136178 -0.00974911 -9.92643e-05 0.00439223 -0.000384328 -0.000154716 -0.000130595 0.0149721 -0.0104494 -0.000157709 -0.00110749 0.00763451 internal_weight=9031.17 2708.57 1321.96 1304.22 1386.6 597.1 789.503 484.926 304.577 175.161 103.529 381.397 129.415 486.434 216.392 270.042 110.666 67.7227 17.7425 42.9432 1283.63 76.6065 1207.02 6322.6 6307.82 11.3041 14.7792 6296.52 1212.49 24.564 internal_count=27017 8084 4080 4027 4004 1714 2290 1398 892 487 296 1102 405 1395 605 790 319 192 53 127 3963 314 3649 18933 18831 47 102 18784 3627 70 is_linear=0 shrinkage=0.03 Tree=739 num_leaves=31 num_cat=0 split_feature=5 5 2 4 5 7 13 0 10 9 7 2 13 4 4 5 6 5 9 12 5 10 10 9 8 6 9 3 4 12 split_gain=0.425752 2.92965 3.46961 5.08988 2.34903 2.37056 5.50988 2.5159 3.06995 2.17201 2.09596 2.00705 2.25559 2.23046 1.63506 1.49353 8.44381 2.02839 3.75794 4.20252 2.56003 3.76206 2.17149 1.85632 1.81404 1.85305 0.797872 0.695536 0.398426 0.00137092 threshold=0.88500000000000023 0.8650000000000001 2.5000000000000004 1.9100000000000006 0.92500000000000027 0.70000000000000007 1.9000000000000001 525.00000000000011 1.0000000180025095e-35 4.3000000000000016 2.9000000000000004 1.3 2.5000000000000004 1.1550000000000007 0.95000000000000018 0.93000000000000027 1.9000000000000001 0.97000000000000031 3.5000000000000004 1.9000000000000001 0.99000000000000021 0.83333333333333337 0.83333333333333337 3.1000000000000005 4.5000000000000009 1.1000000000000003 4.3000000000000016 0.70000000000000007 1.1750000000000005 2.3000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 10 5 -2 -7 8 -8 -9 14 12 -3 -14 -1 16 24 18 19 -17 21 -19 -20 -22 28 -26 29 -13 -6 -5 right_child=4 11 -4 26 15 6 7 9 -10 -11 -12 27 13 -15 -16 17 -18 20 22 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0067994017133912498 -0.010081942436862001 0.0099299117382676827 0.021809045838032098 -0.024239529020270031 -0.027619189703976695 0.034566040332620528 0.0059370072764916761 0.017810571389348787 -0.0092303438869251308 -0.0010220788228534753 0.016120100659228684 -0.0089832817706048014 -0.023040091561270463 -0.0012825834743900055 0.0011614334774261953 -0.019417409682377689 0.027302591993887185 -0.0086445904311864569 0.010398430422469919 0.0028539523922155655 0.0019782041470146109 0.0090227954670670536 -0.0028960807371792691 -9.8496193931552417e-05 -0.017266582614303552 0.0048056944038852023 -0.0072150290661754058 -0.022518024769973055 -0.016612976895807482 -0.023494450975566017 leaf_weight=26.886027455329895 8.7061309516429883 7.7906219065189388 6.4820970483124247 4.3905455991625768 6.223933503031736 5.8034120053052893 33.363157510757446 17.69848391413689 18.765742287039757 8.0043580383062345 7.6109070777893058 5.4476188272237769 6.7475740015506771 11.412987187504767 170.27838438376784 10.897535592317579 5.4587135165929785 61.862769119441509 60.232472263276577 25.394961036741734 411.94325836002827 13.153799653053282 13.5438384860754 6499.557900454849 6.9280621409416181 6.7667575478553772 3.6567324250936499 9.1678931489586812 5.6449377238750458 4.5009901821613312 leaf_count=102 32 26 35 22 21 21 119 64 68 29 28 23 23 39 626 37 19 235 214 98 1417 47 49 23463 30 26 21 38 20 25 internal_value=1.86953e-05 -0.00116375 0.000180775 -0.00046433 6.1993e-05 0.00481614 0.00636698 0.00426435 0.000476953 0.0119457 0.000672184 -0.0085815 -0.00357373 -0.00936661 7.58662e-05 4.00966e-07 -0.00656774 2.91133e-05 0.00406994 -0.00383346 -3.45477e-05 -0.0055467 0.00795783 2.52805e-05 -0.0138002 -0.00636043 -0.0190111 -0.0174732 -0.0223845 -0.0238624 internal_weight=7484.32 264.372 223.806 217.324 7219.95 92.3413 83.6352 77.8317 52.1289 25.7028 204.775 40.5667 25.9512 18.1606 197.164 7127.61 31.0224 7096.59 110.069 36.2925 6986.52 75.0166 73.7763 6911.5 25.5637 13.6948 12.5483 14.6155 11.8689 8.89154 internal_count=27017 1008 859 824 26009 333 301 280 187 93 756 149 88 62 728 25676 116 25560 398 135 25162 282 263 24880 97 56 68 61 41 47 is_linear=0 shrinkage=0.03 Tree=740 num_leaves=22 num_cat=0 split_feature=4 8 11 10 4 8 3 6 7 12 8 8 2 5 10 7 11 13 9 5 5 split_gain=0.534132 1.16627 1.4756 0.913605 0.853897 1.04363 2.5846 2.35776 1.22621 0.873698 0.81364 0.809764 0.720197 1.76602 0.712486 0.625693 1.4576 0.637745 0.306378 0.263398 0.251467 threshold=2.7150000000000003 8.5000000000000018 0.50000000000000022 0.33333333333333326 2.5850000000000013 5.7000000000000002 1.1000000000000003 0.70000000000000007 1.3 6.5000000000000009 6.7000000000000002 7.3000000000000016 3.5000000000000004 1.2350000000000008 1.1666666666666672 3.5000000000000004 -1.0000000180025095e-35 2.3000000000000007 5.1000000000000005 1.4950000000000008 1.6900000000000006 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 10 -4 9 -6 19 -8 -9 12 -2 -12 15 -14 -15 17 -17 -1 -3 -7 -13 right_child=1 18 3 -5 5 6 7 8 -10 -11 11 20 13 14 -16 16 -18 -19 -20 -21 -22 leaf_value=-0.00039781307851126764 -0.021990404208867349 -0.0081934258026460875 -0.0028766436746767332 0.016635760430103414 0.02252930124307995 -0.021704836014407414 0.028729592915625535 -0.010659659879620835 0.013430103448985252 0.011250633886003069 0.0089865051823841916 -0.021129819612911854 0.013949545499355797 -0.022128753026839101 -0.003361340851388559 0.0036025751694612469 -0.018900760118051068 0.00018265286963270271 -0.023136715004387125 -0.0070243802531988813 -0.0044237840188168665 leaf_weight=2517.1193627901375 3.0676810592413002 2.0571826063096514 3.9252644293010217 4.8011735007166862 3.0070742368698147 2.7471269555389908 4.2106924355030042 4.010793425142765 3.6163798458874226 6.1893988475203505 2.7493709623813629 1.6944083925336602 2.5004248283803445 4.8245812207460403 2.9239491969347 5.3081346601247787 5.0598660260438901 5269.9359366763383 3.0890253987163305 1.8344937376677988 1.5552257709205148 leaf_count=8696 32 26 24 25 15 30 19 21 24 23 18 29 23 45 18 26 24 17847 26 14 12 internal_value=-1.4068e-05 -0.00458516 -0.00094729 0.00785883 -6.8184e-07 0.00628116 0.00330546 0.0107102 0.000762361 -1.62995e-05 -0.00942294 -0.00299638 -2.52312e-05 -0.00797258 -0.0150468 -1.47852e-05 -0.00737966 -4.9793e-06 -0.0171632 -0.0158267 -0.0131346 internal_weight=7856.23 22.9393 17.7931 8.72644 7833.29 19.4266 16.4195 11.8379 7.62717 7813.86 9.06669 5.99901 7807.67 10.249 7.74853 7797.42 10.368 7787.06 5.14621 4.58162 3.24963 internal_count=27017 192 140 49 26825 123 108 64 45 26702 91 59 26679 86 63 26593 50 26543 52 44 41 is_linear=0 shrinkage=0.03 Tree=741 num_leaves=24 num_cat=0 split_feature=4 4 4 4 9 10 9 12 13 12 8 10 11 9 4 5 12 2 5 4 2 4 5 split_gain=0.53317 1.15355 0.805128 3.74609 1.61126 2.14615 2.12694 1.71625 1.27632 1.02317 2.82403 1.68768 1.94846 1.41963 1.01389 0.946805 0.940844 2.33387 1.98566 1.94421 1.04062 0.765133 0.622683 threshold=2.975000000000001 3.0750000000000006 2.3550000000000009 2.3750000000000009 3.7000000000000006 -1.8333333333333328 3.3000000000000003 4.1000000000000005 2.3000000000000007 4.9000000000000012 8.3000000000000025 1.5000000000000004 1.0000000180025095e-35 6.3000000000000016 2.5350000000000006 1.3150000000000006 4.700000000000002 1.5000000000000002 2.8950000000000009 2.1850000000000009 3.3000000000000003 2.5350000000000006 3.0450000000000004 decision_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 8 6 21 14 -7 -4 16 11 13 -13 -11 -5 -8 18 -18 20 -19 -1 -6 -20 right_child=1 -3 3 4 5 7 15 -9 -10 10 -12 12 -14 -15 -16 -17 17 19 22 -21 -22 -23 -24 leaf_value=1.0536784011835835e-06 -0.014452497803082567 0.0022925270345040302 0.0076337933870984972 -0.0065243628888842116 0.007241211292018857 -0.0024387699363143125 -0.0044165723967067331 0.0044456857651550144 0.023744890902440453 2.338023583121814e-05 0.016519582551540592 -0.025712313566499796 -0.0016461966945317832 -0.0072624154323382506 0.0096775508761088418 -0.020141080447944461 0.018420329613717271 -0.00048960876954709032 -0.023224819836628642 0.01596163074699419 -0.0087667124940590258 0.022932117735324654 -0.0056772241716901055 leaf_weight=8614.2960386946797 7.0707463249564153 7.7728398889303207 9.6324300542473811 6.3182300329208392 6.0854145139455778 69.183694124221802 5.6564870923757544 61.614130437374115 8.1864388957619649 67.106845144182444 6.4855104535818091 6.441365681588648 5.7132888399064541 37.530372872948647 7.7278523817658424 8.8198307305574399 8.2814707234501821 54.511631160974503 4.166729323565959 7.3353114426136008 12.200300529599188 5.1758255660533905 3.2315299808979034 leaf_count=25448 24 27 37 25 20 252 23 233 34 240 20 25 24 169 36 30 36 178 27 23 45 23 18 internal_value=-2.93413e-06 -0.00568397 6.41921e-06 0.00194698 0.000579743 0.0018862 -0.00592723 0.000804248 0.0150356 -3.4998e-05 -0.00274894 -0.00381893 -0.0144 -0.00258983 0.00238958 -0.0139969 3.44026e-06 0.00346424 -2.46699e-05 0.00146158 -1.13464e-05 0.014453 -0.0155601 internal_weight=9030.54 14.8436 9015.7 188.4 170.581 142.059 28.5224 130.798 17.8189 8827.3 123.277 116.792 12.1547 104.637 14.0461 14.4763 8704.02 70.1284 8633.89 61.8469 8626.5 11.2612 7.39826 internal_count=27017 51 26966 713 642 528 114 485 71 26253 478 458 49 409 61 53 25775 237 25538 201 25493 43 45 is_linear=0 shrinkage=0.03 Tree=742 num_leaves=17 num_cat=0 split_feature=2 8 2 12 5 10 7 5 8 2 4 11 2 8 4 13 split_gain=0.422992 1.27886 0.815077 2.67381 3.07117 1.98787 1.88565 1.10207 0.7475 0.663015 3.88354 2.41212 1.17691 3.62666 0.801459 0.483324 threshold=3.9000000000000004 5.5000000000000009 3.3000000000000003 5.3000000000000016 1.8300000000000005 1.8333333333333339 1.5000000000000002 1.8850000000000005 0.70000000000000007 3.1000000000000005 1.9250000000000003 0.50000000000000022 2.9000000000000004 4.9000000000000012 2.6350000000000011 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 8 4 5 6 -4 -5 -1 12 -11 -12 14 -14 -10 -3 right_child=1 15 3 7 -6 -7 -8 -9 9 10 11 -13 13 -15 -16 -17 leaf_value=-0.01046820542249887 0.011940562298615662 -0.022338845366052955 0.025345511112296715 -0.015977062075566272 -0.016739926704622248 -0.0044796884788630203 0.0063147031493867136 0.0030444910325145963 -2.1131910517985751e-05 -0.025011106070220404 -0.0059887259512035294 0.01334639063013167 0.015920250916205556 -0.00079373118369111147 0.0051667683103688326 -0.0053578441592376097 leaf_weight=6.1302788108587256 2.3758063912391645 3.0875264219939709 11.343192972242841 6.4993261173367483 3.5211611092090598 4.5893916562199584 7.984095510095357 4.7409749962389469 7318.0267840921879 6.4901385232806232 16.019178561866287 9.1089498922228795 16.991063103079796 37.406763177365065 26.898873306810856 2.9497383646667004 leaf_count=29 17 30 56 32 18 25 53 24 26183 29 83 43 66 181 126 22 internal_value=1.829e-05 -0.00670475 2.5856e-05 0.00436957 0.00941813 0.0132693 0.0174839 -0.00795408 3.26553e-06 1.19041e-05 -0.00432308 0.00102026 3.04281e-05 0.00442685 -2.13258e-06 -0.0140421 internal_weight=7484.16 8.41307 7475.75 38.6781 27.4378 23.9167 19.3273 11.2403 7437.07 7430.94 31.6183 25.1281 7399.32 54.3978 7344.93 6.03726 internal_count=27017 69 26948 208 152 134 109 56 26740 26711 155 126 26556 247 26309 52 is_linear=0 shrinkage=0.03 Tree=743 num_leaves=13 num_cat=0 split_feature=5 5 9 0 5 4 11 5 10 10 8 3 split_gain=0.528019 0.640819 2.25969 1.28478 0.989201 2.27632 0.865157 1.7764 2.07426 0.606345 2.69292 0.649753 threshold=3.2350000000000008 2.9150000000000005 8.5000000000000018 475.00000000000006 2.8350000000000004 1.4950000000000008 -2.8333333333333326 2.1350000000000011 1.0000000180025095e-35 -2.1666666666666656 6.1000000000000005 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 -6 7 8 -1 10 -8 -11 right_child=-2 2 -4 -5 5 -7 9 -9 -10 11 -12 -13 leaf_value=0.010761061161740972 -0.0086571200967701274 0.022088794930373634 -0.0091441197676196944 0.0030238950683818002 0.0071413828376976872 -0.018575637038706565 0.0010486123227478269 0.01869267501395103 -0.011381543707530259 -0.00051351753796590393 -0.010546854099929179 0.00015062393014992237 leaf_weight=8.0203316956758517 6.3563092648982993 6.5106331408023852 6.342892348766326 6.2210748121142387 5.153957784175871 7.7641042992472649 57.977416332811117 6.7898876368999472 7.2489265501499167 1700.9873876217753 26.158496839925647 6010.2550307437778 leaf_count=24 21 24 19 23 20 24 225 25 22 6460 131 19999 internal_value=-1.40519e-05 -7.0529e-06 0.00548498 0.0127731 -2.04314e-05 -0.00831524 -6.72448e-06 0.00592609 0.000249083 -2.3513e-05 -0.00255651 4.12403e-06 internal_weight=7855.79 7849.43 19.0746 12.7317 7830.36 12.9181 7817.44 22.0591 15.2693 7795.38 84.1359 7711.24 internal_count=27017 26996 66 47 26930 44 26886 71 46 26815 356 26459 is_linear=0 shrinkage=0.03 Tree=744 num_leaves=31 num_cat=0 split_feature=10 0 4 2 8 9 11 13 10 6 12 8 13 6 4 6 11 9 9 2 5 8 11 4 9 5 7 4 5 3 split_gain=0.530814 0.612214 2.63401 3.67083 3.59755 3.58994 3.29267 3.28227 3.24684 3.2229 4.62481 3.21843 2.59968 2.02692 2.00196 3.18703 1.96872 1.55391 2.84743 3.21266 1.82027 1.52889 1.52231 3.57641 5.19963 3.07974 1.56675 2.88335 1.75837 1.29377 threshold=-3.1666666666666661 525.00000000000011 1.2750000000000006 0.90000000000000013 5.5000000000000009 2.9000000000000004 2.1666666666666674 2.7000000000000006 0.33333333333333326 0.50000000000000011 3.3000000000000007 4.1000000000000005 4.3000000000000016 1.9000000000000001 1.2350000000000005 0.90000000000000013 -1.0000000180025095e-35 2.1000000000000005 1.5000000000000002 1.3 1.0750000000000008 4.7000000000000002 1.1666666666666672 1.2450000000000008 3.1000000000000005 1.2250000000000008 0.50000000000000011 1.4950000000000008 1.6750000000000003 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 17 4 7 5 13 -7 11 -9 10 -5 -4 -11 -3 15 -6 -16 18 29 20 -20 -21 26 24 -24 -25 27 -19 -28 -2 right_child=1 2 3 9 14 6 -8 8 -10 12 -12 -13 -14 -15 16 -17 -18 22 19 21 -22 -23 23 25 -26 -27 28 -29 -30 -31 leaf_value=-0.0069812482655560188 0.0019879577483570541 -0.0038958815338287793 -0.013127919418198139 0.0094380624362122387 0.015168148865411778 0.0012429020229216164 0.019635139653080183 -0.0041650103589992785 -0.015280116357289113 -0.00044997938625858695 -0.00080444209169609196 0.0015545526571785035 0.0064155220595972264 -0.019223252639784569 0.0020577794551919285 0.0019547605310373558 0.020286571385675762 -0.0052559488116630353 0.0084173048684704557 0.011122470953906038 -0.0078736043606528975 0.029249834850080206 0.016531745926113797 0.0096994739843265197 -0.003935157022113907 0.0017026910192657874 -0.00056273258564378849 0.00088981958561024587 0.00070511615324060444 -0.016756491156055368 leaf_weight=9.7992582321166974 6.6554765701293928 39.721645951271057 15.408902958035467 79.037772156298161 20.471882432699203 721.51107897236943 8.8680352196097356 80.609648853540421 33.474596753716469 1399.1962791346014 79.667171217501163 104.97226753085852 51.46410870552063 9.6518209874629957 8.0131535828113574 83.180753894150257 15.937862694263456 156.37469751387835 15.221517264842989 10.234449774026873 10.383941933512686 7.0871905982494345 12.001841664314268 48.219159916043282 161.46832445263863 428.67808099836111 3975.1034678518772 122.54735685884953 1308.6032449528575 6.6007578521966934 leaf_count=30 21 112 48 266 58 2194 32 233 99 4322 277 317 150 29 23 245 46 567 42 29 30 23 34 138 532 1299 11233 390 4178 20 internal_value=-2.77917e-06 4.80188e-06 0.000377885 -0.000273291 0.00170113 0.000936967 0.00146621 -0.00378025 -0.0074264 0.000237631 0.0042965 -0.000324818 -0.000206417 -0.00689217 0.00637077 0.00456447 0.0141879 -0.000158923 0.00480787 0.00856095 0.00181075 0.0185393 -0.000203837 0.00116952 -0.00251912 0.00251125 -0.000364406 -0.00255574 -0.000248727 -0.00734558 internal_weight=9030.17 9020.37 2751.19 1843.83 907.356 779.753 730.379 234.465 114.084 1609.37 158.705 120.381 1450.66 49.3735 127.604 103.653 23.951 6269.18 56.1833 42.9271 25.6055 17.3216 6213 650.367 173.47 476.897 5562.63 278.922 5283.71 13.2562 internal_count=27017 26987 8451 5712 2739 2367 2226 697 332 5015 543 365 4472 141 372 303 69 18536 165 124 72 52 18371 2003 566 1437 16368 957 15411 41 is_linear=0 shrinkage=0.03 Tree=745 num_leaves=22 num_cat=0 split_feature=11 11 10 6 3 3 7 12 8 9 9 6 5 5 11 10 5 5 13 9 9 split_gain=0.420066 0.422174 1.88098 2.39054 1.90724 3.36947 1.98225 1.78113 1.65821 1.68522 1.79254 1.47961 0.604082 0.651562 2.47072 1.85874 1.58404 1.08568 2.01539 0.797393 0.343931 threshold=3.1666666666666674 1.8333333333333337 -0.83333333333333315 1.3 1.5000000000000002 1.9000000000000001 1.5000000000000002 4.700000000000002 6.1000000000000005 5.9000000000000012 4.3000000000000016 2.1000000000000005 3.0650000000000008 2.5050000000000012 1.0000000180025095e-35 -0.83333333333333315 2.6050000000000009 2.475000000000001 1.9000000000000001 9.5000000000000018 5.1000000000000005 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 12 8 4 6 -6 -4 11 9 10 -3 -5 13 17 15 -15 -16 19 -19 -1 -2 right_child=20 2 3 7 5 -7 -8 -9 -10 -11 -12 -13 -14 14 16 -17 -18 18 -20 -21 -22 leaf_value=9.0275591003231846e-06 -0.00026649158472755505 0.0022379098043014949 -0.018211644792585992 -0.0043506199251072061 0.013882844425788838 0.00065235482356285394 0.0052912753361598818 -0.017403940364666786 -0.0058809870645942855 -0.00057207469482934673 0.021428408798797698 0.0049416834911317304 0.0076087736124826706 -0.020883386433318902 -0.005389929553122696 -0.0046827640500105797 0.006921827761105258 0.023215409987805833 0.00080020681546716323 -0.0055377260293183574 -0.011771568257982507 leaf_weight=7122.3558252006769 4.4397161155939084 6.3730134814977708 6.7810535579919797 62.900554180145264 27.18418937921524 47.762715365737677 6.1667295396327972 7.4274748414754859 6.6143402308225623 8.3503014445304853 14.012537904083727 20.431470081210136 9.3473443537950498 7.6180523559451094 14.288392297923563 39.023415189236403 27.519916158169508 5.1641888022422817 11.996036306023596 23.402477152645588 4.941024973988533 leaf_count=25628 16 20 24 224 85 164 20 35 24 28 44 68 38 39 70 188 118 18 47 90 29 internal_value=1.79305e-05 2.58926e-05 0.00133914 8.8047e-05 0.00361441 0.00545122 -0.00701775 -0.00332701 0.00766199 0.0107793 0.015429 -0.00207232 -1.28145e-05 -2.26391e-05 -0.00258173 -0.00732885 0.00271417 8.9613e-06 0.00754583 -9.13815e-06 -0.00632645 internal_weight=7484.1 7474.72 214.004 178.654 87.8947 74.9469 12.9478 90.7595 35.3502 28.7359 20.3856 83.332 7260.72 7251.37 88.4498 46.6415 41.8083 7162.92 17.1602 7145.76 9.38074 internal_count=27017 26972 736 620 293 249 44 327 116 92 64 292 26236 26198 415 227 188 25783 65 25718 45 is_linear=0 shrinkage=0.03 Tree=746 num_leaves=31 num_cat=0 split_feature=11 9 7 9 7 2 8 5 11 6 4 13 4 3 5 12 13 9 13 4 9 13 10 12 12 5 7 13 5 5 split_gain=0.524885 1.34621 1.53901 1.84065 2.03997 1.40195 1.37401 3.8424 2.60133 1.96513 1.38522 1.15238 1.14212 0.605813 1.65631 2.74121 2.19416 2.31421 2.15026 2.47212 2.43335 2.12355 2.64959 1.64905 0.796737 3.55925 2.44571 4.47394 1.93739 1.35584 threshold=2.1666666666666674 5.1000000000000005 1.5000000000000002 6.9000000000000012 0.70000000000000007 1.5000000000000002 4.3000000000000016 1.7000000000000004 2.5000000000000004 1.3 1.195000000000001 3.3000000000000007 1.4350000000000007 2.7000000000000006 2.1450000000000009 3.5000000000000004 1.3000000000000003 6.9000000000000012 1.9000000000000001 1.0050000000000006 7.3000000000000016 3.1000000000000005 0.50000000000000022 3.9000000000000008 4.5000000000000009 2.3850000000000011 1.5000000000000002 2.5000000000000004 1.6350000000000005 2.5450000000000008 decision_type=2 2 2 2 2 2 2 2 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 6 3 4 -3 -5 10 8 -8 -9 -2 -4 -6 24 15 -15 17 -16 20 -20 -18 23 -23 -17 -1 26 28 -28 -26 -27 right_child=1 2 11 5 12 -7 7 9 -10 -11 -12 -13 -14 14 16 21 18 -19 19 -21 -22 22 -24 -25 25 29 27 -29 -30 -31 leaf_value=4.4047894606919616e-06 -0.0048150241073266166 0.013649414714955108 0.0016737356076271033 -0.017198178457987257 0.0045103906358977142 -0.0016067093405931052 -0.0042405029063166226 -0.0015154792320522554 0.020440128320483697 -0.02333262705723578 -0.022458407665641462 0.01803871791058315 -0.0084166414722329497 -0.0096873559830471124 -0.021573104318254398 0.014102036941042163 0.011491005691500302 0.00028162183043424114 0.013462716238502804 -0.0026132948146483878 -0.0043729173784343225 -0.0077841632749986846 0.011409611441253908 0.0048517255202007543 0.00066267728037572792 0.023092338714873182 0.023911610294617528 -0.0021567357736096979 -0.0085016745132460211 0.0041592155297075729 leaf_weight=7234.3303784746677 8.5626399815082568 10.325076773762701 8.8032926768064481 9.6368163824081439 11.789361879229547 11.249265894293783 7.5620775036513823 7.0172154009342176 7.8160627298057079 7.8974115177989006 7.5241795033216468 6.9142656028270713 12.861991226673124 13.023886039853094 8.8407526835799235 21.324027433991432 27.389681160449982 8.6051821112632734 9.2611213326454145 122.27380859851837 12.754430308938025 22.345611572265629 9.1125972270965558 92.942920975387096 28.702386826276779 5.9879934489727003 7.3777803778648368 30.095668010413647 75.04078096523881 7.8889484032988548 leaf_count=24856 27 33 28 30 35 34 29 26 30 26 25 21 42 37 28 60 87 26 32 382 40 64 26 274 170 18 48 172 284 27 internal_value=-1.38884e-05 -0.00199999 0.00057977 -0.00175357 0.00245454 -0.0088006 -0.00598147 -0.0022186 0.00830363 -0.0130678 -0.0130672 0.00887281 -0.00223437 1.63908e-05 0.00123985 0.00349928 -0.000656687 -0.0107933 0.00037339 -0.00148141 0.00645078 0.00467781 -0.00222424 0.00657798 -4.12064e-05 -0.00216874 -0.00359338 0.00297561 -0.00596619 0.012329 internal_weight=7855.26 117.96 71.5801 55.8625 34.9764 20.8861 46.3796 30.2928 15.3781 14.9146 16.0868 15.7176 24.6514 7737.3 347.874 158.749 189.125 17.4459 171.679 131.535 40.1441 145.725 31.4582 114.267 7389.42 155.094 141.217 37.4734 103.743 13.8769 internal_count=27017 386 223 174 110 64 163 111 59 52 52 49 77 26631 1056 461 595 54 541 414 127 424 90 334 25575 719 674 220 454 45 is_linear=0 shrinkage=0.03 Tree=747 num_leaves=26 num_cat=0 split_feature=8 2 4 4 11 0 10 2 5 2 6 4 6 4 11 9 5 7 4 11 4 13 4 13 6 split_gain=0.529662 2.74758 0.751478 3.90185 1.66087 1.49619 2.86954 3.01609 2.43745 2.13783 2.07949 1.56926 1.37644 1.21158 3.32469 2.51055 1.55002 0.890202 2.16099 2.83541 2.76033 1.27369 4.60003 1.48266 0.707623 threshold=10.100000000000001 1.7000000000000004 2.3450000000000011 2.3750000000000009 1.0000000180025095e-35 525.00000000000011 0.50000000000000022 2.9000000000000004 2.0250000000000008 2.7000000000000006 1.1000000000000003 2.4150000000000009 1.1000000000000003 2.2850000000000006 0.83333333333333337 4.5000000000000009 1.4350000000000007 0.3000000000000001 1.7000000000000004 0.50000000000000022 1.5850000000000006 1.3000000000000003 2.0750000000000006 1.7000000000000004 1.1000000000000003 decision_type=2 2 2 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 13 4 12 6 7 -5 11 -10 -8 -7 -4 17 15 24 -17 18 20 -20 -1 22 -19 -23 -15 right_child=1 -3 3 5 -6 8 10 -9 9 -11 -12 -13 -14 14 -16 16 -18 21 19 -21 -22 23 -24 -25 -26 leaf_value=-0.0023790108919331094 0.0095814515153082851 -0.016599782292436253 0.014574983491212274 -0.010869777651818653 0.023749097618456876 0.012863962857367264 -0.0026882106040850388 0.0059217949004963131 0.024412658849115969 0.0018698210084749462 0.011976782976112689 -0.00071627245518479773 -0.0040095026786281501 0.020028040284554724 -0.019484170553825661 -0.014946516229065294 -0.00059914959107263256 0.00092660116967745523 -0.015760723411441531 0.0025123288726242648 0.01171320761772103 -0.0014805657391596229 0.015923646768805678 7.7922325150207367e-05 0.004247409028129475 leaf_weight=80.982366152107716 6.194157972931861 8.639046758413313 9.0817557871341723 40.5282222032547 8.6345297023653966 8.6252110078930837 18.563688233494759 12.626678794622419 8.1539565622806531 7.0680998340249053 16.381806433200836 68.300698228180408 5.9278472661972037 5.1345245465636236 10.711686655879019 9.6603075414895994 22.705346435308456 217.76037026941776 20.978678926825523 12.022203147411345 14.795099243521689 591.01298651099205 20.107005879282951 7799.7968181855977 5.0951525419950485 leaf_count=316 19 29 37 125 36 37 67 52 25 25 54 289 21 22 33 35 68 660 72 38 49 1815 67 23008 18 internal_value=-2.53293e-06 -0.00566683 6.78742e-06 0.00180736 0.0132659 0.000304282 -0.00249104 -0.00688102 0.00297682 0.0139453 0.00418647 0.000806393 0.00723528 -3.48802e-05 -0.00454395 -0.000786851 -0.00488147 -7.43329e-06 -0.0024833 -0.00910386 -0.000202134 2.95177e-05 0.00219431 -3.1851e-05 0.0121681 internal_weight=9029.49 14.8332 9014.66 203.892 23.6441 180.248 88.1004 53.1549 92.148 15.2221 34.9455 76.9259 15.0096 8810.76 53.307 42.5953 32.3657 8757.46 128.778 33.0009 95.7775 8628.68 237.867 8390.81 10.2297 internal_count=27017 48 26969 768 94 674 298 177 376 50 121 326 58 26201 176 143 103 26025 475 110 365 25550 727 24823 40 is_linear=0 shrinkage=0.03 Tree=748 num_leaves=22 num_cat=0 split_feature=13 6 4 11 12 12 13 3 8 6 9 7 5 5 6 0 12 3 11 12 5 split_gain=0.416477 1.79948 4.44834 1.72149 1.35814 2.37954 2.27009 1.55661 0.826704 0.674223 3.7776 3.71831 4.57039 3.82865 1.26856 3.01007 4.51266 3.72152 1.24074 0.819962 0.549958 threshold=5.3000000000000016 3.3000000000000003 1.1150000000000007 0.83333333333333337 2.3000000000000007 1.5000000000000002 5.5000000000000009 0.90000000000000013 4.3000000000000016 2.7000000000000006 2.7000000000000006 0.90000000000000013 1.0250000000000006 1.3650000000000007 2.5000000000000004 575.00000000000011 3.9000000000000008 1.5000000000000002 3.1666666666666674 0.70000000000000018 2.2350000000000008 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 -3 4 5 -2 -6 -7 -8 14 -11 13 -13 -12 18 16 -16 -17 19 -1 -20 right_child=3 2 -4 -5 6 7 8 -9 -10 10 11 12 -14 -15 15 17 -18 -19 20 -21 -22 leaf_value=-0.0076508114086398281 -0.012051164915065712 0.023939416344415532 -0.0083451476232848428 -0.017340475104130709 -0.020926026642156127 0.020513094211797776 0.0082269255197481468 0.0020537600298157184 -0.0069748842148110142 -0.023192353732981365 -0.026764057494731108 0.02460512956301944 2.9546207126193575e-05 -0.0035842662467344276 0.0030290840215748114 -0.017987042279757507 0.025858693117336046 0.0076115071959098318 -0.018700879213964398 2.6081814725995923e-05 -0.0035942094987197353 leaf_weight=12.543917909264563 5.8236787766218212 9.0120533406734449 6.6942229419946662 6.3324817866086951 6.4437451660633114 7.3772072792053249 6.6623644679784757 9.287345349788664 6.2305004522204399 7.1732386499643317 8.8572066277265531 7.2496542632579795 112.4676446840167 23.240719668567181 121.14418955147266 12.699216693639757 8.3282384574413282 8.5543656051158887 4.4488377869129163 7088.9539826158434 4.2320799008011818 leaf_count=46 21 25 26 24 26 25 23 34 25 25 32 23 384 86 401 44 31 30 19 25643 24 internal_value=1.7545e-05 3.55557e-05 0.0101793 -0.00276334 -0.000556296 0.00445661 -0.00638624 0.0102255 0.000880623 1.40836e-05 -0.00191849 -0.000913308 0.00151776 -0.00998057 5.64003e-05 0.0027799 0.00449759 -0.00768387 -1.33422e-06 1.25215e-05 -0.0113361 internal_weight=7483.76 7435.6 15.7063 48.1573 41.8248 22.4882 19.3366 16.6646 12.8929 7419.89 158.988 151.815 119.717 32.0979 7260.9 150.726 129.472 21.2536 7110.18 7101.5 8.68092 internal_count=27017 26839 51 178 154 80 74 59 48 26788 550 525 407 118 26238 506 432 74 25732 25689 43 is_linear=0 shrinkage=0.03 Tree=749 num_leaves=8 num_cat=0 split_feature=9 9 9 8 7 5 9 split_gain=0.531005 1.46864 2.0615 0.654895 0.596021 2.69556 2.15344 threshold=0.70000000000000007 1.5000000000000002 1.7000000000000004 1.1000000000000003 2.1000000000000005 0.67500000000000016 3.5000000000000004 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=-0.0096687200570244394 0.014344539406585807 -0.014721884710860646 0.0086773342804957777 -0.013086318933122234 0.0025224328439239132 9.830225003761333e-05 -0.0016164777813284324 leaf_weight=5.1234314925968638 6.4117484986782065 8.5735390558838827 7.8143579363822928 13.983435224741696 139.82480608485639 7080.2158425524831 592.74876737780869 leaf_count=24 26 39 22 80 589 23873 2364 internal_value=-1.38047e-05 -7.50287e-06 -1.92356e-05 -3.14621e-06 -1.18129e-05 7.23139e-05 -0.000826492 internal_weight=7854.7 7849.57 7843.16 7834.59 7826.77 7094.2 732.574 internal_count=27017 26993 26967 26928 26906 23953 2953 is_linear=0 shrinkage=0.03 Tree=750 num_leaves=17 num_cat=0 split_feature=13 13 10 9 6 4 11 9 2 5 6 8 6 5 0 4 split_gain=0.522941 0.600568 0.551097 2.02844 3.08787 3.09505 2.82087 3.70187 3.10028 1.69371 2.34124 1.50822 1.7557 1.74741 1.41103 1.239 threshold=6.1000000000000005 5.9000000000000012 -0.49999999999999994 4.3000000000000016 2.9000000000000004 1.8600000000000005 1.0000000180025095e-35 3.9000000000000004 2.9000000000000004 2.7050000000000005 1.1000000000000003 1.9000000000000001 1.9000000000000001 0.54500000000000015 350.00000000000006 1.7950000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 -5 7 -1 -8 11 -11 12 -4 -13 -6 -12 right_child=-2 -3 9 4 14 -7 8 -9 -10 10 15 13 -14 -15 -16 -17 leaf_value=-0.0016379182708962858 0.0074021567784599311 -0.0089672800535018291 -0.0099403953642929043 0.00045687465001889962 -0.026702923915612801 -0.0028510171828818698 0.0038891335330908101 0.0038796586592493433 -0.016375652682745597 0.0059016504130049207 -0.018799164507557295 0.015808465715478105 0.0027588175825525164 -0.0001008049597903767 -0.0071559181211871071 -0.0028787524780356996 leaf_weight=350.837950527668 8.5754040628671628 6.7312844991683951 29.111905679106712 1495.9268601611257 5.0805790498852721 306.77634963393211 366.94289629906416 159.05084595829248 6.9227192550897589 8.1591949984431285 12.632502771914007 6.2196960300207129 14.768629677593706 6234.7918281517923 9.6112718433141691 6.7505500800907603 leaf_count=1021 25 20 89 4478 22 962 1063 461 24 37 86 22 48 18597 34 28 internal_value=-2.65062e-06 -9.6902e-06 -3.00073e-06 0.0003556 -0.000217684 -0.000106048 0.00153453 8.31929e-05 0.0035139 -0.000156449 -0.00757966 -0.000123918 -0.00566629 -8.495e-05 -0.0139155 -0.0132546 internal_weight=9028.89 9020.32 9013.58 2701.15 1817.4 1802.7 883.754 509.889 373.866 6312.43 27.5422 6284.89 43.8805 6241.01 14.6919 19.3831 internal_count=27017 26992 26972 8065 5496 5440 2569 1482 1087 18907 151 18756 137 18619 56 114 is_linear=0 shrinkage=0.03 Tree=751 num_leaves=31 num_cat=0 split_feature=8 4 0 4 11 3 6 13 5 4 9 4 3 2 11 3 3 8 5 10 9 4 9 7 9 3 9 5 4 9 split_gain=0.41454 1.82539 1.80097 3.0571 3.05652 4.02939 3.1291 2.82487 4.67698 4.48472 2.43453 4.60211 5.60759 3.94567 1.95679 4.61947 4.10891 1.20115 3.98016 2.70694 3.1425 5.28005 4.43343 1.00066 3.43096 3.70613 3.23193 2.85272 7.22552 5.04794 threshold=6.3000000000000016 0.97000000000000031 475.00000000000006 1.5850000000000006 0.83333333333333337 2.9000000000000004 1.7000000000000004 2.5000000000000004 1.5250000000000006 1.4750000000000008 4.3000000000000016 1.4050000000000007 1.3 0.90000000000000013 0.50000000000000022 2.5000000000000004 0.70000000000000007 5.9000000000000012 0.79500000000000004 2.1666666666666674 3.3000000000000003 1.3350000000000006 3.7000000000000006 1.5000000000000002 1.9000000000000001 0.90000000000000013 9.3000000000000025 1.2350000000000008 1.3850000000000007 3.9000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 -2 10 7 6 -6 -5 9 -9 -4 11 12 -3 -13 15 -12 -16 23 -19 20 21 -20 -22 24 25 -1 27 28 -25 -29 right_child=1 2 3 4 5 -7 -8 8 -10 -11 14 13 -14 -15 16 -17 -18 18 19 -21 22 -23 -24 26 -26 -27 -28 29 -30 -31 leaf_value=-0.0044945923400989659 -0.01451328110412162 0.0019376773412189978 -0.0062994797642637376 -0.00080297116599363874 0.0057912743376764145 -0.020689212311223698 -0.0090413925882203827 0.0021971313136333178 0.015485759520511646 0.0092677366765714902 -0.0025928869102893686 0.011633803252082856 0.025963330829008775 -0.0040357711770347329 0.017818167558131065 0.014789884722306929 -0.0076197324189237019 0.021790682692374601 -0.012434921491161871 0.019684488942172625 -0.011242602877058427 0.014854146668621372 0.00097552996256925818 0.00033626521342850179 0.00022156719125681761 0.022972810896957217 0.020216744887142132 0.0038665498163976573 -0.0059082095427471113 -0.00067836180136700611 leaf_weight=6.9528704881668117 8.3310341089963895 24.587062060832977 44.640442743897438 263.1529487054795 84.538727812469006 5.5086545199155799 49.260087266564369 61.873242855072021 38.774873271584511 26.568033337593079 225.37958128750324 17.117736503481865 13.567898929119108 93.244925834238529 6.0305504798889151 14.653938502073286 109.1727050691843 8.5740881562232953 8.0771439224481565 7.0059877336025229 28.580489009618759 30.391412802040577 412.45939620584249 415.07210738956928 3726.8767505735159 12.141272589564322 6.7401023507118216 270.04436386376619 278.78164848685265 1185.4195769093931 leaf_count=23 34 85 167 1269 359 25 210 223 140 98 889 61 43 391 22 56 435 32 28 28 105 116 1521 1417 13019 39 22 917 1100 4143 internal_value=1.72456e-05 -0.000524566 -0.000416465 0.000731911 -0.000698371 0.00417133 -0.00210197 0.0040814 0.0073166 -0.000491318 -0.0017257 0.00149975 0.0104812 -0.00160535 -0.0030742 -0.00153168 -0.00628813 0.00010926 0.0015286 0.00117151 0.000901021 0.00912433 0.000183764 -9.80071e-06 0.000286554 0.0129709 -0.000524692 -0.000589736 -0.00217269 0.000164894 internal_weight=7483.52 1086.4 1078.07 574.317 402.46 90.0474 312.413 171.857 100.648 71.2085 503.754 148.518 38.155 110.363 355.237 240.034 115.203 6397.12 495.089 486.514 479.508 38.4686 441.04 5902.03 3745.97 19.0941 2156.06 2149.32 693.854 1455.46 internal_count=27017 4507 4473 2491 1863 384 1479 628 363 265 1982 580 128 452 1402 945 457 22510 1830 1798 1770 144 1626 20680 13081 62 7599 7577 2517 5060 is_linear=0 shrinkage=0.03 Tree=752 num_leaves=31 num_cat=0 split_feature=3 2 8 12 10 4 5 8 5 5 12 4 3 5 10 4 6 8 11 5 5 12 9 7 8 10 9 11 4 9 split_gain=0.51951 1.96473 0.562335 1.46715 3.98062 2.40637 3.85904 1.99263 3.39994 2.93724 1.83078 2.69668 4.04896 2.64703 2.57959 3.23678 2.04454 1.47093 1.26892 2.38641 3.50561 3.49242 3.73839 2.76555 2.40986 2.07035 4.28274 3.44737 3.12542 2.75639 threshold=1.0000000180025095e-35 1.3 4.7000000000000002 4.1000000000000005 0.50000000000000022 1.8550000000000004 1.7500000000000007 3.9000000000000004 1.6250000000000002 2.0450000000000008 2.7000000000000006 1.4250000000000005 1.5000000000000002 1.9000000000000004 -1.8333333333333328 1.1750000000000005 0.70000000000000007 4.1000000000000005 -1.1666666666666663 1.9350000000000005 1.8600000000000005 2.9000000000000008 5.3000000000000016 2.7000000000000006 6.5000000000000009 1.1666666666666672 4.1000000000000005 0.33333333333333326 1.6550000000000002 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 10 7 6 -6 8 -5 -9 11 13 -13 -2 15 -12 -16 -7 19 20 23 24 -23 -4 -21 29 28 -28 -27 -20 right_child=2 -3 18 4 5 17 -8 9 -10 -11 14 12 -14 -15 16 -17 -18 -19 25 21 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.0039420285579763225 -0.00015583878363779985 -0.022937297606774227 0.00226174250004926 0.012458430537500004 0.020836457202275744 -0.014691403339605769 0.0055397385883681578 -0.0027834798264521248 -0.0068227983789900595 0.009056983780711814 0.010929469681725871 0.0019135803438502198 0.012700683474516727 0.0045096461630321164 -0.0042245726277966265 -0.013158976649989567 -0.00018049323367349515 0.0049898679464082307 -0.0031240033623396854 -0.022351971608495981 0.016203624454174757 -0.014898211955726562 0.0036096263876538195 -0.019516141965006315 -1.1395897102957897e-05 0.014069967547978049 0.0030113634107174604 -0.0038601736506505393 0.0019870695695899873 -0.0003563017448967291 leaf_weight=6.1373341083526594 1773.9041041433811 4.0707153081893921 280.15705580823123 9.5355710759758932 20.175487518310547 6.3184357136487943 56.16041187942028 39.646906357258558 60.154894463717937 35.956330716609955 6.1034339964389792 387.85043099522591 34.067487329244614 116.64491000771523 124.23850134015083 28.292339026927948 1191.9960486628115 7.4442760273814201 365.3575372826308 12.232551306486132 16.19081112742424 12.037610419094561 53.374274335801601 5.348176769912242 6.739848479628562 38.402411229908466 148.85598458722234 117.63610015437007 38.665514249354601 2850.5988754872233 leaf_count=26 5530 33 1020 38 62 26 168 143 183 112 19 1358 103 326 464 106 3726 31 1588 35 51 39 172 25 20 141 589 442 214 10227 internal_value=-1.33845e-05 -0.00677678 -4.58284e-06 0.000250955 0.00254678 0.00750088 0.00958264 -0.000525329 -0.0041846 0.00284776 0.000103425 0.000615986 0.00278458 0.000132017 -0.000774152 -0.00888455 -0.000562211 -0.00404577 -0.00025707 0.0013765 0.00262389 -0.00308323 0.000203668 0.00185379 -0.0144156 -0.000434255 0.00177936 -2.19005e-05 0.00800789 -0.000670734 internal_weight=7854.29 10.208 7844.09 3898.49 235.392 90.0986 76.3359 145.294 69.6905 75.6032 3663.1 2312.47 421.918 1890.55 1350.63 34.3958 1316.23 13.7627 3945.6 386.08 301.696 84.3843 65.4119 285.505 18.9724 3559.52 343.56 266.492 77.0679 3215.96 internal_count=27017 59 26958 12395 763 287 230 476 221 255 11632 7317 1461 5856 4315 125 4190 57 14563 1362 1096 266 211 1045 55 13201 1386 1031 355 11815 is_linear=0 shrinkage=0.03 Tree=753 num_leaves=19 num_cat=0 split_feature=9 12 2 4 5 5 10 9 6 6 11 7 8 10 8 0 0 7 split_gain=0.518934 0.52856 2.45574 2.76902 2.53844 2.8963 2.21624 2.01099 1.93518 3.32663 4.0801 1.73655 1.63668 2.01804 1.61544 1.55911 0.713762 0.24107 threshold=10.500000000000002 2.5000000000000004 0.50000000000000011 1.2150000000000005 1.9000000000000004 1.5450000000000002 -2.4999999999999991 5.7000000000000002 3.3000000000000003 2.9000000000000004 -0.33333333333333331 1.1000000000000003 9.1000000000000014 -2.1666666666666656 5.3000000000000016 725.00000000000011 350.00000000000006 1.1000000000000003 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 4 5 -3 -1 -6 9 11 -11 -4 13 14 -8 -15 -5 -18 right_child=-2 2 8 16 7 -7 12 -9 -10 10 -12 -13 -14 15 -16 -17 17 -19 leaf_value=-0.014042431037733285 -0.0084568455252963127 -0.010233650834294712 -0.00041300029038390882 -0.0084133801596677719 0.00075821909097152456 0.016560301130862168 0.00050053336736703116 -0.024044983790580246 0.013074109586103869 0.0044636670145835168 -0.017223269747179231 0.00077016497735570846 -0.012025305754619846 -0.00029499982866125902 0.020742904726293081 0.0041239492145101198 -0.017432745660525613 -0.027088119506698712 leaf_weight=10.44872525334358 6.5310619771480551 5.8083032965660122 1805.8616332374513 4.8065580874681464 5.736108619719742 9.6854608207941038 6.7753584682941419 6.0395299643278122 10.616903707385061 12.414734378457068 21.038812167942524 2924.4615920931101 10.522831469774244 4097.3591518029571 7.4494520723819733 73.141562469303608 4.3198517784476262 5.0454723089933395 leaf_count=29 31 19 5865 21 29 37 19 34 33 41 78 8774 31 11674 23 238 22 19 internal_value=-3.50531e-06 2.61441e-06 0.000217205 -0.00705422 -0.00146381 0.00651578 -0.000243108 -0.0119629 0.000280321 0.000251807 -0.00917517 0.000318476 -0.000208739 -0.000179026 0.0111013 -0.000217501 -0.0178112 -0.0226345 internal_weight=9028.06 9021.53 4815.83 41.4413 27.2694 15.4938 4205.7 11.7756 4774.39 4763.78 33.4535 4730.32 4195.25 4184.73 14.2248 4170.5 14.1719 9.36532 internal_count=27017 26986 14972 181 119 56 12014 63 14791 14758 119 14639 11985 11954 42 11912 62 41 is_linear=0 shrinkage=0.03 Tree=754 num_leaves=17 num_cat=0 split_feature=2 8 2 12 5 10 11 5 8 2 4 8 2 0 4 13 split_gain=0.415698 1.2352 0.773488 2.5452 2.91553 1.88427 1.82754 1.07703 0.750738 0.643771 3.79527 2.35188 1.11103 3.55242 0.753132 0.475409 threshold=3.9000000000000004 5.5000000000000009 3.3000000000000003 5.3000000000000016 1.8300000000000005 1.8333333333333339 -0.33333333333333331 1.8850000000000005 0.70000000000000007 3.1000000000000005 1.9250000000000003 5.1000000000000005 2.9000000000000004 575.00000000000011 2.6350000000000011 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 8 4 5 6 -4 -5 -1 12 -11 -12 14 -14 -10 -3 right_child=1 15 3 7 -6 -7 -8 -9 9 10 11 -13 13 -15 -16 -17 leaf_value=-0.010495226771441395 0.01155253285516147 -0.022291554236839303 0.029674402432304237 -0.01583622005995795 -0.016554767639873926 -0.0044793006822988072 0.010313383453559914 0.0030085446331786065 -2.0659136581731669e-05 -0.024899310513564032 0.018638571387083028 -0.0037869181713350302 -0.002735669193813909 0.012634222395219273 0.0050000462804776664 -0.0053604467931452114 leaf_weight=6.1259758174419394 2.3912317380309087 3.0343238245695829 6.646951384842402 6.426643989980219 3.4747849255800238 4.5822559446096411 12.910446040332319 4.744710735976696 7316.7731773965061 6.3958554863929775 5.3466789647936848 19.779799979180098 29.583295442163944 24.946787565946579 26.988757401704788 2.9375875480473042 leaf_count=29 17 30 37 32 18 25 72 24 26183 29 22 104 125 122 126 22 internal_value=1.71491e-05 -0.00666756 2.46283e-05 0.00425017 0.00913816 0.0128365 0.0168936 -0.00783245 2.58798e-06 1.12436e-05 -0.00426689 0.000985016 2.94717e-05 0.00429585 -2.20775e-06 -0.0139631 internal_weight=7483.09 8.36314 7474.73 38.7858 27.6144 24.1397 19.5574 11.1714 7435.94 7429.81 31.5223 25.1265 7398.29 54.5301 7343.76 5.97191 internal_count=27017 69 26948 208 152 134 109 56 26740 26711 155 126 26556 247 26309 52 is_linear=0 shrinkage=0.03 Tree=755 num_leaves=22 num_cat=0 split_feature=11 10 11 8 6 11 6 5 8 2 7 13 9 12 4 11 6 3 8 6 12 split_gain=0.775788 0.530241 2.85479 4.25701 5.03178 3.70925 5.81587 2.54326 0.896746 0.731584 0.632029 1.63067 1.693 1.44052 0.750684 1.83584 1.78968 0.950825 0.933466 3.10093 0.937036 threshold=-3.4999999999999991 -2.1666666666666656 1.1666666666666672 6.1000000000000005 0.70000000000000007 0.33333333333333326 1.1000000000000003 1.4250000000000007 5.7000000000000002 1.7000000000000004 3.3000000000000003 4.7000000000000011 4.5000000000000009 2.3000000000000007 2.7150000000000003 0.33333333333333326 1.3 2.3000000000000003 8.1000000000000014 1.9000000000000001 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 5 -5 7 -7 -2 -4 -6 14 -12 13 -13 18 17 -17 -16 20 -20 -3 right_child=1 10 8 4 9 6 -8 -9 -10 -11 11 12 -14 -15 15 16 -18 -19 19 -21 -22 leaf_value=0.01214644823709065 -0.0094040076657853928 -1.6840869773770542e-05 -0.025703631786980492 0.015313531207210374 -0.024140288970425607 -0.0060688234000691741 0.033835895843365112 0.00630367234560967 -0.0085414727201407244 -0.011704661511195912 0.0088464758451956543 -0.013741576734074699 -0.025178812240447653 0.0096021951526587962 -0.021619762187811944 -0.0049357557767629673 0.021325566809424306 0.00025735254868950396 0.00073193316819668709 0.014570612504378477 0.011056944886811486 leaf_weight=4.7200413942337027 16.092419739812613 7592.5994206890464 5.1882092058658582 5.0080286227166679 9.9411441907286662 5.4810369089245787 8.2118528932332975 21.904908433556557 5.8070687353610992 7.44720091857016 5.3157274127006557 5.3428918421268445 4.7848647013306609 4.2889592088758945 6.6815052255988139 8.6806407794356328 3.1951877772808066 2.4412698000669479 106.74458414688706 16.876921385526657 6.8833552598953238 leaf_count=17 73 25771 19 28 43 25 29 74 24 45 30 24 21 22 86 61 17 13 511 59 25 internal_value=-1.23105e-05 -1.96223e-05 -0.00237507 -0.000258054 -0.011183 0.00447551 0.0178627 -0.000348758 -0.0166396 -0.0188143 6.19039e-06 -0.00535606 -0.0105928 -0.00334685 1.98537e-05 -0.00564469 0.00212984 -0.0157654 3.52552e-05 0.0026212 -6.81061e-06 internal_weight=7853.64 7848.92 85.0819 74.0866 22.3964 51.6902 13.6929 37.9973 10.9953 17.3883 7763.84 19.7324 14.4167 9.63185 7744.1 20.9986 11.8758 9.12278 7723.1 123.622 7599.48 internal_count=27017 27000 360 317 116 201 54 147 43 88 26640 97 67 46 26543 177 78 99 26366 570 25796 is_linear=0 shrinkage=0.03 Tree=756 num_leaves=23 num_cat=0 split_feature=4 5 4 4 9 10 5 5 13 13 4 9 6 7 6 10 4 5 12 4 4 3 split_gain=0.511548 1.15793 0.775151 3.5306 1.5343 2.06763 2.05979 2.48263 1.69593 1.25912 0.983 3.72388 2.94534 2.72056 2.42367 2.03582 1.02643 2.42391 2.19597 1.0366 0.755914 0.66766 threshold=2.975000000000001 1.7250000000000003 2.3550000000000009 2.3750000000000009 3.7000000000000006 -1.8333333333333328 1.4050000000000009 1.1950000000000005 3.1000000000000005 2.3000000000000007 2.2850000000000006 4.7000000000000002 0.50000000000000011 1.5000000000000002 1.3 -0.49999999999999994 2.2350000000000008 1.0350000000000008 3.9000000000000008 2.225000000000001 2.5350000000000006 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 left_child=2 -2 10 9 6 20 7 -5 -7 -4 16 13 -13 14 -12 -14 19 -18 -19 21 -6 -1 right_child=1 -3 3 4 5 8 -8 -9 -10 -11 11 12 15 -15 -16 -17 17 18 -20 -21 -22 -23 leaf_value=0.0059438639008884929 0.0030966261295491937 -0.013673748096907823 0.0073413755819658711 -0.009106699255881541 0.0070953553662089289 -0.00065929701083078602 -0.015885501639349708 0.013721088711752382 0.0087555805943971901 0.023461541088929935 0.012146262872352645 -0.025709575236863794 -0.015640923588947916 0.021501652767956479 -0.014569861202986988 -7.5284885958690738e-06 0.025365977651193129 -0.0032482542132147118 0.0089260111472814156 -0.0085132825958716529 0.022752695445877449 -3.367723879415281e-05 leaf_weight=16.849820606410503 7.1711650341749174 7.6671197861433029 9.5322278216481227 10.032278902828699 6.0728444010019285 110.3167849034071 11.060631670057772 7.4880648702383033 20.40446600317955 8.0382122695445997 5.9183566421270388 7.6440903320908538 11.125371053814886 7.2895999625325194 6.3192256838083267 22.985380277037621 4.4010712206363669 29.735723555088043 24.17644414305687 12.958771273493765 5.1103924065828323 8675.0627700723708 leaf_count=55 28 23 37 43 20 403 39 32 82 34 22 24 33 32 21 73 19 97 82 39 23 25756 internal_value=-3.18228e-06 -0.00556883 5.98104e-06 0.00191185 0.000592223 0.00186947 -0.00574929 0.000649728 0.000810285 0.0147161 -3.46343e-05 -0.00382096 -0.00887826 0.00699303 -0.00164937 -0.00510643 -8.15609e-06 0.00395875 0.00221119 -3.47301e-05 0.0142503 -2.20894e-05 internal_weight=9027.36 14.8383 9012.52 188.056 170.485 141.904 28.581 17.5203 130.721 17.5704 8824.47 61.282 41.7548 19.5272 12.2376 34.1108 8763.18 58.3132 53.9122 8704.87 11.1832 8691.91 internal_count=27017 51 26966 713 642 528 114 75 485 71 26253 205 130 75 43 106 26048 198 179 25850 43 25811 is_linear=0 shrinkage=0.03 Tree=757 num_leaves=31 num_cat=0 split_feature=5 5 3 13 13 5 10 8 7 13 5 5 5 7 13 0 10 13 0 7 5 6 5 9 3 5 11 10 8 6 split_gain=0.409857 2.82007 3.17276 2.27717 4.68745 3.49167 3.38633 3.37337 3.31595 8.6862 2.50458 2.4933 2.26153 2.28931 5.1849 2.3863 2.95146 2.04846 1.6363 1.62458 1.43129 8.10299 1.95653 3.5777 4.09469 2.47654 5.21959 2.06811 1.77169 1.80698 threshold=0.88500000000000023 0.8300000000000004 0.3000000000000001 2.5000000000000004 3.7000000000000006 0.81000000000000016 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 2.3000000000000007 0.7150000000000003 0.67500000000000016 0.92500000000000027 0.70000000000000007 1.9000000000000001 525.00000000000011 1.0000000180025095e-35 2.7000000000000006 350.00000000000006 2.5000000000000004 0.93000000000000027 1.9000000000000001 0.97000000000000031 3.5000000000000004 1.1000000000000003 0.98000000000000043 1.0000000180025095e-35 0.83333333333333337 4.5000000000000009 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 8 6 11 10 -8 9 18 -5 -6 13 -2 -15 16 -16 -17 -1 -4 21 28 23 24 -22 26 -24 -25 -14 -30 right_child=12 2 19 4 5 -7 7 -9 -10 -11 -12 -13 20 14 15 17 -18 -19 -20 -21 22 -23 25 27 -26 -27 -28 -29 29 -31 leaf_value=-0.0054772973549072814 -0.009951875254166043 -0.025276977931854613 -0.0027614037859501539 -0.022682979332967604 0.015752211236441754 0.029296691944206279 -0.0046095795636916506 0.014865802389039891 -0.014782467351960912 0.033363562435957353 -0.0064815925453139325 -0.0020767569499799909 -0.022155093199684617 0.033370360137975237 0.0058259823167357422 0.00051556135628087198 -0.0090667220799966804 0.018055866002937803 0.0076761205103222478 -0.020063364363051901 -0.01077010529291921 0.026492979910879018 -0.017016094753264068 0.010142359211813527 0.010736719065723072 8.5994696791089651e-06 0.0042275208306095857 -0.0028353122710133211 -0.017108169465515029 0.0047295977225149935 leaf_weight=14.871734440326689 8.6730650290846807 6.6468332782387725 82.8209138661623 11.79730588197708 10.513454496860502 5.6840867549180976 25.817801579833031 11.601362615823744 5.8462412394583216 10.345237389206885 31.564156100153923 21.487031646072865 11.736385330557829 5.8935100361704817 33.425063438713551 9.4468970224261302 18.664153695106506 16.386708959937096 19.904363200068474 5.1902948766946784 24.360572673380375 5.5212909132242194 22.766434274613857 60.511622197926044 11.839480094611643 6943.3118881899863 19.177820719778538 13.520946830511091 6.8628975637257081 6.778376430273056 leaf_count=54 32 29 303 53 40 19 97 48 28 36 123 78 41 21 119 35 68 58 79 21 92 19 89 214 43 25002 71 49 30 26 internal_value=1.72452e-05 -0.00114356 -0.00529114 0.0011736 -0.00110765 0.00762943 -0.00518354 0.00142853 0.00647595 0.00923034 -0.0108895 0.00378078 5.97113e-05 0.00472068 0.00623896 0.00418694 0.000489758 0.0116417 0.00205116 -0.00378175 -7.80831e-07 -0.00644352 2.72756e-05 0.00399288 -0.00373615 -3.53047e-05 -0.00730305 0.00777218 -0.0136093 -0.00625694 internal_weight=7482.97 264.091 94.658 169.433 118.465 37.6846 80.7806 37.4192 50.9676 45.1213 43.3615 32.0005 7218.88 92.4894 83.8163 77.9228 52.0892 25.8336 34.7761 88.0112 7126.39 30.899 7095.49 110.233 36.2001 6985.26 41.9443 74.0326 25.3777 13.6413 internal_count=27017 1008 353 655 458 137 321 145 197 169 176 118 26009 333 301 280 187 93 133 324 25676 116 25560 398 135 25162 160 263 97 56 is_linear=0 shrinkage=0.03 Tree=758 num_leaves=31 num_cat=0 split_feature=13 6 5 8 10 5 8 7 2 7 8 4 5 4 4 8 3 5 13 10 9 6 11 4 8 10 5 5 9 3 split_gain=0.51762 2.55088 6.03165 2.99676 2.86243 2.83156 2.61332 3.99237 3.31941 5.49585 4.26555 2.721 2.43054 4.63358 2.9853 1.98238 2.77391 1.90713 1.72161 4.39403 5.05245 3.12028 4.06469 2.87664 3.04484 2.83921 3.8044 3.23066 2.55374 2.53321 threshold=2.3000000000000007 1.5000000000000002 2.3950000000000009 2.5000000000000004 -1.0000000180025095e-35 2.8450000000000011 4.1000000000000005 1.5000000000000002 1.1000000000000003 0.50000000000000011 4.3000000000000016 0.91000000000000036 1.9000000000000004 0.91000000000000036 1.5950000000000004 2.5000000000000004 1.5000000000000002 1.0000000000000002 2.7000000000000006 0.83333333333333337 6.5000000000000009 1.9000000000000001 -0.33333333333333309 0.89000000000000024 6.1000000000000005 0.33333333333333326 1.9250000000000003 2.5050000000000012 4.3000000000000016 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 15 7 11 9 -8 -10 -6 13 -5 -14 16 -1 -17 19 20 25 22 -22 -21 29 27 -27 -2 -26 -25 right_child=18 2 -4 12 6 -7 8 -9 10 -11 -12 -13 14 -15 -16 17 -18 -19 -20 23 21 -23 -24 24 28 26 -28 -29 -30 -31 leaf_value=0.00096480763049669948 7.0892883483269844e-05 0.014674222416852302 0.01668142471793891 -0.0316110021044642 0.0049967330442775085 -0.015148330465569139 0.012123399402325938 -0.016967729239798165 0.0068885192251896587 0.00073060290924577861 -0.0021506015439434578 -0.0033584350405037404 0.0061162803031530166 -0.0066464786078470027 -0.011775595471020981 -0.0048344626015174941 0.022436659983687789 0.0013272392487202037 -0.00017920194017283396 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-0.000364142 -0.00377824 -0.00522944 -0.000100306 0.00108065 -0.00102234 -0.00313175 -0.000183107 0.00234576 -0.00142604 -0.00244498 -0.00602316 -0.00806141 0.000513833 0.00123203 0.0101105 0.0010365 0.000156056 0.00102735 0.000293959 0.00432303 0.00330468 0.00468585 0.00510015 -0.000625264 -0.00358862 0.000237292 -0.00187138 0.00672329 internal_weight=7853.09 2548.72 182.833 170.723 2365.89 1037.3 1328.59 378.139 950.448 313.205 637.243 360.257 164.176 125.153 39.023 1027.71 22.1457 1005.57 5304.37 1473.9 1227.78 228.079 210.361 246.122 242.17 999.698 225.383 774.315 45.7351 196.435 internal_count=27017 8911 555 512 8356 3661 4695 1188 3507 986 2521 1120 494 380 114 3629 67 3562 18106 5060 4181 698 644 879 867 3483 791 2692 198 669 is_linear=0 shrinkage=0.03 Tree=759 num_leaves=10 num_cat=0 split_feature=8 8 12 11 4 4 4 0 4 split_gain=0.523181 1.09302 2.48491 1.68771 0.876855 1.18769 1.2803 2.79504 0.700958 threshold=1.0000000180025095e-35 1.7000000000000004 2.5000000000000004 1.0000000180025095e-35 0.53500000000000014 0.61500000000000021 0.68500000000000016 350.00000000000006 0.88500000000000023 decision_type=2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -3 -6 7 -7 -8 right_child=1 4 -4 -5 5 6 8 -9 -10 leaf_value=0.0084269232945617546 -0.0061382405396907605 -0.010618733877790259 -0.016706312740514977 0.013102645013486094 0.0092470233885437632 -0.01762500167227533 0.0014173877049296652 0.002025562467859246 -2.6786038922449574e-05 leaf_weight=6.6202738881111136 10.579445540905004 6.9815935194492331 11.429503105580805 6.7020720839500418 12.530100733041762 11.595061868429186 313.46374459564686 14.867662549018858 8631.6905129775405 leaf_count=21 32 21 38 20 38 39 970 49 25789 internal_value=-3.51266e-06 -9.70033e-06 -0.00585382 0.00132371 8.96147e-06 1.72203e-05 4.32957e-06 -0.00658464 2.38219e-05 internal_weight=9026.46 9019.84 28.711 17.2815 8991.13 8984.15 8971.62 26.4627 8945.15 internal_count=27017 26996 90 52 26906 26885 26847 88 26759 is_linear=0 shrinkage=0.03 Tree=760 num_leaves=31 num_cat=0 split_feature=8 4 0 4 11 3 6 4 5 9 5 13 2 11 3 3 8 5 11 2 4 2 6 5 11 6 6 10 10 2 split_gain=0.410346 1.76833 1.72576 2.93898 2.92896 3.97157 3.02198 2.6915 3.06231 2.35346 4.51595 4.40385 4.16084 1.89151 4.40545 3.94707 1.14946 3.74648 2.61455 4.43691 3.86976 3.08145 2.50053 2.80818 2.08241 0.983339 1.31806 2.95639 4.14337 1.39089 threshold=6.3000000000000016 0.97000000000000031 475.00000000000006 1.5850000000000006 0.83333333333333337 0.90000000000000013 1.7000000000000004 1.5650000000000008 1.5350000000000008 4.3000000000000016 1.7250000000000003 2.7000000000000006 0.90000000000000013 0.50000000000000022 2.5000000000000004 0.70000000000000007 5.9000000000000012 0.79500000000000004 0.50000000000000022 1.5000000000000002 1.4550000000000007 1.7000000000000004 0.50000000000000011 1.3850000000000005 1.0000000180025095e-35 1.0000000180025095e-35 0.3000000000000001 0.83333333333333337 -0.66666666666666663 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 -2 9 7 6 -6 -5 8 -4 10 12 -12 -3 14 -11 -15 25 -18 22 20 -20 -21 23 -19 -24 -1 27 28 -27 -29 right_child=1 2 3 4 5 -7 -8 -9 -10 13 11 -13 -14 15 -16 -17 17 18 19 21 -22 -23 24 -25 -26 26 -28 29 -30 -31 leaf_value=-0.0094854543304814139 -0.014348285776112239 0.0091355143961911935 -0.00039417594091969922 -0.00079852463777395539 0.026755888056775975 0.0023183454621867883 -0.0089125916999036724 0.0199579343387595 0.0079307018980444149 -0.0025514877717926518 0.0030891950681220079 0.037431266166402459 -0.0031729572041119848 0.017328431397293814 0.014367906888225682 -0.0075079156571088556 0.021041109746791672 -0.021008997839832219 -0.00046404612352785339 0.014107497322822925 -0.013269292027587146 -0.00041967436781061745 0.0021038420270982155 0.0014006279259038863 0.0083343206607473259 -0.0024196786450787875 -4.0437963352072606e-05 0.0020616079708562635 0.014248377342199857 -0.017502829693005765 leaf_weight=9.8358065709471685 8.261741638183592 32.603298887610435 94.571193933486938 263.06792328692973 6.4456903487443915 83.807381972670555 49.005681686103344 9.000756770372389 68.626373775303364 225.09900899976492 7.8038550317287427 5.9024656116962433 102.20318389683962 6.0809761285781851 14.758520171046255 108.74496008455753 8.6726939752697927 8.2825706973671931 43.979112654924393 18.580691516399384 41.079072490334511 44.888918202370405 257.70685489475727 12.825998373329638 59.409819386899471 23.2281484156847 5823.0715580694377 5.9997901469469053 31.794786613434553 7.1890105009078979 leaf_count=50 34 112 346 1269 34 350 210 33 249 889 28 20 420 22 56 435 32 40 156 65 153 180 939 51 214 87 20377 20 116 30 internal_value=1.72897e-05 -0.00052189 -0.000415898 0.000707602 -0.000696149 0.00406362 -0.0020727 0.00398735 0.00310653 -0.00169865 0.00147197 0.0178782 -0.000196121 -0.00302625 -0.00151043 -0.00619263 0.00010883 0.00149678 0.00114855 -0.00216936 -0.00664837 0.00383315 0.00260557 -0.00739245 0.00327108 -7.69508e-06 8.12853e-06 0.00415413 0.00721189 -0.00860266 internal_weight=7482.53 1085.98 1077.72 574.525 402.327 90.2531 312.074 172.198 163.198 503.196 148.513 13.7063 134.806 354.683 239.858 114.826 6396.54 495.426 486.753 148.528 85.0582 63.4696 338.225 21.1086 317.117 5901.12 5891.28 68.2117 55.0229 13.1888 internal_count=27017 4507 4473 2491 1863 384 1479 628 595 1982 580 48 532 1402 945 457 22510 1830 1798 554 309 245 1244 91 1153 20680 20630 253 203 50 is_linear=0 shrinkage=0.03 Tree=761 num_leaves=31 num_cat=0 split_feature=2 8 12 11 3 8 11 5 9 5 9 13 6 4 13 6 7 3 9 11 4 8 10 11 6 4 0 8 13 4 split_gain=0.507016 3.02479 2.95934 3.34416 4.56151 2.92519 4.24507 3.46064 3.22026 9.97604 3.88087 2.89547 2.30118 3.38154 2.18222 2.08762 1.27301 1.12406 2.55724 0.925339 1.55588 1.91502 1.46907 1.3874 1.04832 3.19432 4.22452 1.08327 3.27355 2.02922 threshold=0.50000000000000011 7.1000000000000005 1.3000000000000003 -1.0000000180025095e-35 0.50000000000000011 5.9000000000000012 0.33333333333333326 1.5750000000000008 4.7000000000000002 1.4750000000000008 4.9000000000000012 2.5000000000000004 2.3000000000000003 1.0250000000000006 2.9000000000000008 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 4.3000000000000016 2.1666666666666674 1.0350000000000008 5.5000000000000009 0.33333333333333326 2.5000000000000004 2.9000000000000004 0.91000000000000036 200.00000000000003 2.5000000000000004 3.5000000000000004 0.68500000000000016 decision_type=2 2 2 2 2 2 2 2 2 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 14 8 15 -8 9 -4 -10 -6 13 -5 -1 -7 -3 18 -2 24 -21 22 -22 -23 27 -26 -27 28 -19 -29 right_child=17 16 5 12 11 6 7 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 19 -20 20 21 23 -24 -25 25 26 -28 29 -30 -31 leaf_value=0.02032557625429577 0.0086834835628450732 0.007204412080748482 0.012879216415076547 -0.0081432127267159812 -0.0018456538377915213 -0.006298801037309597 -0.0071581410916979563 0.019582881274796838 -0.012030315281921753 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85.118108749389648 21.029539972543716 53.155328571796417 6826.6094545014203 leaf_count=20 21 41 246 100 57 40 30 25 60 158 561 123 32 129 26 30 21 485 34 35 122 57 89 57 32 21 257 62 163 23883 internal_value=-1.24383e-05 0.000851167 0.000432708 -0.00308727 -0.00779801 0.00181445 -0.00583471 0.00528322 0.00268967 0.00627917 0.00040152 -0.011577 0.00105167 -0.000870136 0.00724957 -0.0143458 0.0123126 -7.97325e-05 -0.0106801 -6.66309e-05 -0.0028041 -0.00154678 0.0012912 -0.00778054 -2.48146e-05 0.00297943 0.00115789 -6.86413e-05 0.00202763 -0.000134492 internal_weight=7851.84 567.605 547.612 154.366 72.1958 393.246 40.3756 17.5067 352.87 137.371 215.499 57.7043 82.1698 71.668 14.4915 22.8689 19.9934 7284.23 8.99187 7275.24 109.461 97.4219 66.9447 30.4772 7165.78 103.033 92.0832 7062.75 215.106 6847.64 internal_count=27017 1699 1637 487 226 1150 125 55 1025 404 621 180 261 229 46 70 62 25318 55 25263 360 325 211 114 24903 310 278 24593 648 23945 is_linear=0 shrinkage=0.03 Tree=762 num_leaves=26 num_cat=0 split_feature=9 10 11 4 12 10 4 4 13 5 5 2 11 12 0 9 10 12 8 2 4 12 0 11 8 split_gain=0.505847 0.527265 2.50902 3.65025 4.56429 3.5976 3.27704 3.6086 3.16421 3.13627 3.98857 2.24487 1.47345 1.32448 0.716061 2.63976 2.0518 2.54978 2.21851 0.917119 3.00212 2.91517 3.83633 3.27171 1.19511 threshold=10.500000000000002 1.5000000000000004 0.33333333333333326 1.8900000000000006 2.9000000000000008 2.5000000000000004 1.7150000000000005 1.6100000000000005 3.7000000000000006 1.0650000000000006 1.1250000000000007 1.7000000000000004 0.83333333333333337 2.9000000000000008 725.00000000000011 2.3000000000000003 -1.1666666666666663 3.7000000000000006 7.1000000000000005 2.3000000000000003 2.6150000000000007 3.7000000000000006 200.00000000000003 -0.66666666666666619 8.9000000000000021 decision_type=2 2 2 2 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 -6 7 -3 9 13 -11 -8 -10 -4 19 -16 17 -17 -18 20 24 22 -21 -23 -1 right_child=-2 2 8 4 5 -7 11 -9 12 10 -12 -13 -14 -15 15 16 18 -19 -20 21 -22 23 -24 -25 -26 leaf_value=-9.184478820752484e-05 -0.0083678321515754453 -0.005177442293120919 -0.0048125212258846332 0.020748833499316024 -0.0040375507962909403 0.013407939645770179 -0.024020960537826895 0.006630100342049851 0.019329468928544816 0.023876019945236155 0.00057234349040901776 -0.0081915112755643945 0.0028206200514991403 -0.022758725950687696 -0.017061994618510962 0.0020301264863338236 0.003988300451164991 -0.0085525452109271836 -0.001771720343184359 -0.0056363613720314138 -0.017255309034051789 -0.0052607859602652688 0.0074419078380490548 0.0015622555601106187 0.0052534731052629718 leaf_weight=7656.0728182867169 6.502840779721736 125.63866554945707 8.4749235361814481 10.945206254720686 48.999829448759556 13.589175209403036 11.200857162475584 28.597259819507599 12.520695075392725 6.9805133044719687 124.58431210741401 28.782911248505116 7.9584582000970832 6.5708587914705268 6.9616184979677191 46.318090282380581 253.32982737571001 36.747185476124287 78.931123018264771 24.771400362253189 9.1547878086566907 85.924857050180435 109.05927780270576 239.68289681151509 37.830611571669579 leaf_count=22593 31 378 24 35 164 47 32 83 36 21 384 86 23 22 23 165 851 120 302 71 28 271 354 758 115 internal_value=-3.66389e-06 2.36639e-06 -0.00101679 -0.00281696 0.00287572 -0.000249828 -0.00497228 -0.00298818 0.00186791 0.000324954 0.00180878 -0.0126259 0.0129139 -0.0126501 5.39894e-05 0.00125858 0.00156566 -0.00265153 0.00261996 -8.33015e-06 -8.59914e-05 0.00129376 0.00502118 -0.000238282 -6.55621e-05 internal_weight=9026.13 9019.63 434.844 267.754 73.5342 62.589 194.22 154.236 167.09 146.611 131.565 39.9838 20.4792 15.0458 8584.78 422.288 415.326 83.0653 332.261 8162.5 7703.06 459.438 133.831 325.608 7693.9 internal_count=27017 26986 1335 825 246 211 579 461 510 451 405 118 59 46 25651 1461 1438 285 1153 24190 22736 1454 425 1029 22708 is_linear=0 shrinkage=0.03 Tree=763 num_leaves=31 num_cat=0 split_feature=0 8 10 10 3 4 4 11 13 4 7 4 8 7 5 5 5 0 13 13 2 9 6 4 11 5 9 2 13 13 split_gain=0.407954 2.31986 2.91927 2.42303 2.21124 2.75794 1.99618 4.94925 4.31168 3.62917 1.63669 1.52335 5.36821 2.01036 1.79631 3.45977 2.90402 0.940983 3.23633 5.93398 4.61816 5.251 4.31033 4.60106 3.33102 3.20439 2.94151 4.43122 2.42227 2.97331 threshold=575.00000000000011 2.7000000000000006 -0.49999999999999994 0.83333333333333337 1.9000000000000001 1.0750000000000008 1.2650000000000008 -1.1666666666666663 4.9000000000000012 1.2050000000000007 1.3 1.3350000000000006 6.5000000000000009 1.9000000000000001 1.1350000000000005 1.1050000000000006 1.2450000000000008 475.00000000000006 2.9000000000000008 3.9000000000000008 0.70000000000000007 6.9000000000000012 2.9000000000000004 1.1350000000000007 -1.4999999999999996 0.74500000000000033 4.1000000000000005 1.5000000000000002 3.1000000000000005 4.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 -2 4 5 -4 7 10 9 -9 -3 12 13 -8 15 -13 -16 28 25 20 21 -20 24 -24 -21 -19 27 -27 -1 -30 right_child=1 6 3 -5 -6 -7 11 8 -10 -11 -12 14 -14 -15 16 -17 -18 18 19 22 -22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=0.0003048704251488308 0.021750428950402415 -0.021669784235856637 0.001520702580722447 0.016680274477100136 0.012203368826944947 -0.026683093865270797 -0.00035030217425286814 0.00072237668178816244 -0.027217506430065395 -0.0078638306876841063 -0.0076869608852805959 0.00098489572161196155 0.032456131916983266 0.012668325318975392 -0.0065518519093467698 0.015602089269742148 -0.00029184350218714497 0.016179184687642015 -0.0038683902666595809 0.011957544080585424 0.0039193882726974404 0.017946474997188572 0.020444944303442195 -0.00094849008795658415 -0.0040066242187993999 -0.00063997937719593404 0.00030133230930142374 -0.0076443424252976211 -0.0021990744898334417 0.0017818047302159004 leaf_weight=2534.2474577650428 9.1297621577978116 14.283467687666418 7.18334405124188 7.1987766474485388 5.3891205489635459 5.5169672071933746 63.058137089014053 222.09746660292149 5.7585218250751486 55.344616085290909 15.943180069327353 108.04107769206166 5.5351019054651251 12.851039156317709 74.431040067225695 16.845703221857548 641.68464546464384 10.419753819704054 124.02122451364994 12.340599276125429 733.80309239774942 10.795083507895468 15.04517689347267 22.697113439440727 251.43618328124285 268.25102260708809 1055.2101742550731 116.63142502307892 846.16219514608383 210.95766567438841 leaf_count=8943 32 57 25 24 20 20 226 787 21 200 59 520 20 46 369 80 2651 39 424 45 2554 41 47 80 888 886 3771 436 2969 737 internal_value=1.69061e-05 -0.000472956 0.00720941 0.00195969 -0.00389844 -0.0107309 -0.000686903 -0.00275531 -0.00152371 -0.000990414 -0.0142945 1.58973e-05 0.00393348 0.00185369 -0.000363489 0.00295658 -0.000942491 0.000117078 0.000549314 0.00172309 0.00298178 -0.00212162 -0.00190295 0.00757956 -0.00325975 -0.000397579 -0.00051752 -0.00276252 -0.000198329 -0.00140465 internal_weight=7482.31 1270.29 34.418 25.2882 18.0894 12.7003 1235.87 313.427 283.201 277.442 30.2266 922.447 81.4443 75.9092 841.002 124.887 716.116 6212.02 2620.65 1170.14 868.619 134.816 301.519 37.7423 263.777 1450.51 1440.09 384.882 3591.37 1057.12 internal_count=27017 5157 121 89 65 45 5036 1124 1008 987 116 3912 292 272 3620 600 3020 21860 9211 4079 3019 465 1060 127 933 5132 5093 1322 12649 3706 is_linear=0 shrinkage=0.03 Tree=764 num_leaves=31 num_cat=0 split_feature=0 0 4 9 11 11 13 2 4 3 5 4 4 8 12 5 7 5 12 8 2 13 12 4 4 2 11 7 4 2 split_gain=0.507708 2.61071 4.00531 3.22174 5.84851 3.06052 4.00469 3.06515 2.71651 6.41317 3.91162 2.68172 2.58004 5.05715 4.11713 2.52535 2.96838 6.56145 3.46664 3.28261 2.39981 5.16666 3.34064 3.44749 4.4965 3.26165 2.87188 2.78552 2.77283 2.37976 threshold=575.00000000000011 525.00000000000011 0.73500000000000032 2.3000000000000003 0.33333333333333326 1.0000000000000002 4.9000000000000012 2.7000000000000006 1.6000000000000008 0.90000000000000013 1.0750000000000008 1.2250000000000005 1.1750000000000005 5.1000000000000005 2.9000000000000008 1.2250000000000008 1.3 1.1050000000000006 1.5000000000000002 5.1000000000000005 0.90000000000000013 1.7000000000000004 1.9000000000000001 1.3050000000000008 1.445000000000001 1.1000000000000003 1.0000000180025095e-35 1.7000000000000004 1.5750000000000008 0.3000000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 -4 11 7 -7 10 -10 -5 12 14 -14 -1 16 17 18 -2 -20 21 -17 25 -24 -25 -22 27 -23 -28 -13 right_child=15 2 3 8 -6 6 -8 -9 9 -11 -12 29 13 -15 -16 20 -18 -19 19 -21 22 26 23 24 -26 -27 28 -29 -30 -31 leaf_value=0.00011247283642683746 0.018132146174245075 -0.019531372550693222 -0.0043312936758562338 -0.0079628266638388009 0.034610734501477544 -0.0024821464946017872 0.018634358313558967 0.010534955414400894 0.014946866603879486 -0.00089368179568142852 -0.0014577691587774931 0.0088972888044700996 0.0016114900796639537 0.010764930027700377 0.0047721162462519076 0.017599711293636688 0.00045205321459671242 -0.014225827805491437 -0.010835647293643091 0.0053018953052517458 -0.018177047746583207 -0.0031051888034978126 -0.0031481441116644623 0.0074844576869657108 0.00059401079880337378 0.0049060936381531374 0.0074735732693848285 0.0079618710645363369 -0.011328917740786476 -0.00016227046827928739 leaf_weight=1089.7445265874267 8.9154733270406705 10.998549610376356 7.8313491940498334 93.719769299030304 6.2339348047971725 598.14777632057667 8.4763825684785825 16.735939860343933 28.762185946106911 114.86769114434719 740.82190313190222 26.300242215394974 206.72797456383705 73.684925675392151 202.34868229180574 22.186601907014847 161.11801310442388 47.578682657331228 21.511339247226715 24.00328341126442 16.469436287879947 94.819711565971375 160.22243155539036 103.70393857359886 478.62458501756191 8.2784596160054189 95.955998301506042 26.103221401572227 7.6193850934505454 3348.9390259925276 leaf_count=3327 30 32 32 362 22 1918 26 75 123 415 2321 80 643 234 593 67 808 221 95 147 54 277 486 327 2227 30 278 83 27 11657 internal_value=-1.18992e-05 -0.000118226 -0.00152701 -0.00132744 0.0129284 0.000135465 -0.00184552 -0.00212785 -0.00153242 0.00227842 -0.00218829 0.000385048 0.00140829 0.00401677 0.000842198 0.000535451 -0.00208334 -0.00608787 0.00102572 -0.00232511 0.00121502 0.003789 0.000387491 0.000748868 0.0018211 -0.0104555 0.00242413 -0.00071618 0.00609039 -9.16774e-05 internal_weight=7851.45 6574.34 1003.24 992.237 14.0653 5571.11 623.36 614.884 978.172 143.63 834.542 4947.75 1572.51 280.413 1292.09 1277.11 263.127 102.009 54.4301 45.5146 1013.98 246.685 767.299 742.551 582.329 24.7479 224.498 120.923 103.575 3375.24 internal_count=27017 21860 3307 3275 54 18553 2019 1993 3221 538 2683 16534 4797 877 3920 5157 1301 493 272 242 3856 732 3124 3040 2554 84 665 360 305 11737 is_linear=0 shrinkage=0.03 Tree=765 num_leaves=17 num_cat=0 split_feature=13 13 10 9 6 4 11 8 2 3 3 8 8 10 0 0 split_gain=0.505148 0.578641 0.527261 1.92323 2.95427 2.99146 2.7161 3.6623 2.97471 1.65971 2.78557 2.12428 1.54452 1.3979 1.38597 0.327323 threshold=6.1000000000000005 5.9000000000000012 -0.49999999999999994 4.3000000000000016 2.9000000000000004 1.8600000000000005 1.0000000180025095e-35 3.7000000000000006 2.9000000000000004 3.7000000000000006 3.5000000000000004 5.5000000000000009 5.9000000000000012 -0.33333333333333309 350.00000000000006 525.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 -5 7 -1 -8 10 13 -12 15 -4 -6 -11 right_child=-2 -3 9 4 14 -7 8 -9 -10 12 11 -13 -14 -15 -16 -17 leaf_value=0.0051047539014578694 0.007279174687407448 -0.0088166759219446399 -0.0010744104046506086 0.00045029309063606375 -0.026489495056036795 -0.0028022505932224738 0.00380565405148354 -0.0012144122056412267 -0.016000260859231896 -0.02253302364685492 0.0032324538990840521 0.029470941418995207 0.00091463313421475377 6.0561690029478284e-05 -0.0069869139987894296 -0.0092241180698296628 leaf_weight=103.60181292146444 8.5624763220548612 6.7112245410680762 1209.4613638371229 1495.5449530407786 4.9902074113488188 306.68290260434151 366.78627242147923 406.06868268549442 6.9543146044015876 5.9461749680340272 6.3160730972886068 4.9560585021972656 6.298634883016347 5074.2508578971028 9.5666738450527173 2.3089881725609303 leaf_count=296 25 20 3621 4478 22 962 1063 1186 24 51 32 15 29 15137 34 22 internal_value=-4.069e-06 -1.09855e-05 -4.42631e-06 0.000346389 -0.000211912 -0.000103188 0.00149457 7.00982e-05 0.00343712 -0.00015456 -0.000131164 0.0147688 -0.0102738 -0.000157893 -0.0136725 -0.0188105 internal_weight=9025.01 9016.45 9009.73 2700.2 1816.78 1802.23 883.411 509.67 373.741 6309.54 6294.98 11.2721 14.5538 6283.71 14.5569 8.25516 internal_count=27017 26992 26972 8065 5496 5440 2569 1482 1087 18907 18805 47 102 18758 56 73 is_linear=0 shrinkage=0.03 Tree=766 num_leaves=31 num_cat=0 split_feature=5 5 2 4 5 7 13 0 10 9 7 2 13 4 3 5 6 5 9 12 5 11 10 8 6 9 9 3 4 12 split_gain=0.413675 2.74492 3.18646 4.94949 2.14617 2.1997 4.86103 2.25382 2.84611 2.02153 1.99492 1.94414 2.15268 2.18662 1.56058 1.38293 7.74927 1.86366 3.4183 4.03519 2.39002 5.06775 1.9815 1.73752 1.75799 1.68993 0.788857 0.690788 0.399232 0.00123788 threshold=0.88500000000000023 0.8650000000000001 2.5000000000000004 1.9100000000000006 0.92500000000000027 0.70000000000000007 1.9000000000000001 525.00000000000011 1.0000000180025095e-35 4.3000000000000016 2.9000000000000004 1.3 2.5000000000000004 1.1550000000000007 0.3000000000000001 0.93000000000000027 1.9000000000000001 0.97000000000000031 3.5000000000000004 1.9000000000000001 0.98000000000000043 1.0000000180025095e-35 0.83333333333333337 4.5000000000000009 1.1000000000000003 3.1000000000000005 4.3000000000000016 0.70000000000000007 1.1750000000000005 2.3000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 10 5 -2 -7 8 -8 -9 14 12 -3 -14 -1 16 23 18 19 -17 21 -19 -20 28 -25 -22 29 -13 -6 -5 right_child=4 11 -4 26 15 6 7 9 -10 -11 -12 27 13 -15 -16 17 -18 20 22 -21 25 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0081118664475650117 -0.0098230166304450126 0.0097024138361683099 0.020647150713939143 -0.024151548624570272 -0.027256546632454862 0.032124651330747545 0.0056999255481009975 0.016893325857510119 -0.0089384626961277365 -0.0012085665145241109 0.015656757113926219 -0.0087011934566015147 -0.022790163660677969 -0.0011461932782468869 0.00092527397588182338 -0.019083844759272165 0.025611728758758612 -0.016833409639128164 0.0098845838647941137 0.002848942673441577 0.0018581066448099385 0.0041336498597690343 -0.0028166473058908827 -0.016934105894529618 0.0046482322177151657 -0.00010870718906475013 -0.0071810048233610368 -0.022284344195415213 -0.016119519132701991 -0.023437178592404885 leaf_weight=19.036172315478325 8.6367525160312635 7.8197378814220455 6.6223749145865431 4.3200803250074369 6.0824596881866508 5.9882404357194892 33.508564352989197 17.949998624622825 18.583206728100777 8.0389340072870237 7.6601565629243842 5.3846114724874488 6.6632343083620098 11.367902010679243 178.05642976239324 10.745815083384512 5.5899370461702338 22.553088985383511 60.793753124773502 25.3809829428792 418.38913241773844 19.213410384953022 13.511576518416403 6.797378331422804 6.7895923107862473 6523.8154050949961 3.6486792266368857 9.0048603117465955 5.5312000662088394 4.4133258834481239 leaf_count=82 32 26 35 22 21 21 119 64 68 29 28 23 23 39 646 37 19 89 214 98 1440 71 49 30 26 23562 21 38 20 25 internal_value=1.67347e-05 -0.00114967 0.000147592 -0.000477622 5.93965e-05 0.00459456 0.00607574 0.00407797 0.00047783 0.011294 0.000636208 -0.00836314 -0.00344343 -0.00914452 5.24225e-05 3.8962e-07 -0.00634373 2.79239e-05 0.00389471 -0.0036749 -3.32186e-05 -0.00718815 0.00757501 -0.013432 -0.00614912 9.82771e-06 -0.0188961 -0.0172015 -0.0219524 -0.0237905 internal_weight=7481.9 263.998 223.757 217.135 7217.9 92.7057 84.0689 78.0807 52.0918 25.9889 204.753 40.2403 25.8509 18.0311 197.093 7125.19 30.7906 7094.4 110.432 36.1268 6983.97 41.7665 74.3053 25.2006 13.587 6942.2 12.3821 14.3895 11.6137 8.73341 internal_count=27017 1008 859 824 26009 333 301 280 187 93 756 149 88 62 728 25676 116 25560 398 135 25162 160 263 97 56 25002 68 61 41 47 is_linear=0 shrinkage=0.03 Tree=767 num_leaves=28 num_cat=0 split_feature=13 9 10 11 5 8 7 6 0 0 6 4 12 4 7 3 4 3 8 4 3 5 8 5 5 8 2 split_gain=0.50431 2.56636 2.52581 3.02627 2.89758 2.93527 2.75304 2.52086 2.09511 3.49641 3.4642 2.06133 4.35455 3.3568 1.66113 1.88672 2.23735 6.03848 3.48208 6.55012 1.95594 1.81804 1.50982 1.2593 2.68176 1.34242 1.09827 threshold=2.3000000000000007 2.1000000000000005 -1.0000000180025095e-35 -0.83333333333333315 2.8450000000000011 2.5000000000000004 0.70000000000000007 1.5000000000000002 350.00000000000006 475.00000000000006 0.3000000000000001 1.7300000000000004 4.1000000000000005 1.2550000000000006 0.70000000000000007 0.50000000000000011 0.95000000000000018 1.1000000000000003 3.3000000000000003 1.1650000000000007 2.3000000000000003 1.8250000000000002 9.9000000000000021 3.0650000000000008 2.8850000000000007 9.3000000000000025 1.3 decision_type=2 2 2 2 2 2 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 4 11 5 6 -3 -7 10 -10 -5 13 -13 -4 15 -2 17 -17 20 -20 -18 -19 23 24 25 -16 -1 right_child=14 2 3 8 -6 7 -8 -9 9 -11 -12 12 -14 -15 22 16 18 21 19 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.025268683146095865 0.016755611852625519 -7.428352164124953e-05 0.0052935984014845245 -0.016108837121229472 -0.015155012221962118 0.0010883979125850529 0.020818631273280243 -0.0046282703972347159 -0.0064596794278769703 -0.0016025578629913699 0.0003051431201705061 0.012048832425714801 -0.0060438612604558845 -0.0027105515561072989 2.755976741623343e-05 0.015323338483306104 -0.00229464509353765 -0.022323310840727154 0.016056466939227715 0.001808079334421198 -0.02092526344957062 -0.0028671810303410876 0.015290935154763386 -0.01338328418778424 0.018675732249319243 -0.014441012306417098 -0.0040400720187412312 leaf_weight=5.2192525044083578 8.1364162862300855 10.22239199280739 76.514470726251602 11.895644232630728 10.186701036989687 1002.8434067107737 12.763280957937239 74.586729273200035 175.32579689472914 557.5881237834692 425.6656744107604 41.14961213991046 16.884962275624275 122.8992797061801 5029.3491875547916 8.2744415402412432 20.049229815602306 12.170662909746172 35.951740995049477 150.98701225966215 6.7888531237840644 6.7031589597463599 5.8335245419293633 6.3010786771774283 6.9376925379037848 5.7780030742287627 3.7832292877137661 leaf_count=25 25 29 227 51 34 3546 38 227 602 2047 1414 175 78 397 17265 23 57 34 103 449 22 20 32 19 23 34 21 internal_value=-1.12707e-05 -0.000358188 -0.000301484 -0.00113604 0.000771527 0.000918962 0.0115269 0.000692653 -0.00178376 -0.00276447 -0.000141091 0.00180878 0.00678482 0.000360617 0.000155378 0.00254718 0.00206734 -0.0060452 0.00309758 0.0045483 -0.00700737 -0.0154133 3.75143e-05 1.98886e-05 3.66386e-05 1.09565e-05 -0.0163475 internal_weight=7850.79 2547.53 2538.53 1427.92 1110.6 1100.42 22.9857 1077.43 1170.48 732.914 437.561 257.448 58.0346 199.414 5303.26 249.062 240.925 27.1483 213.777 186.939 26.8381 18.8738 5054.2 5048.37 5042.06 5035.13 9.00248 internal_count=27017 8911 8865 4991 3874 3840 67 3773 4114 2649 1465 877 253 624 18106 733 708 77 631 552 79 54 17373 17341 17322 17299 46 is_linear=0 shrinkage=0.03 Tree=768 num_leaves=28 num_cat=0 split_feature=10 0 3 4 4 4 4 8 12 13 0 11 9 9 2 4 4 11 4 6 5 7 4 5 3 2 8 split_gain=0.489527 0.571895 2.52388 3.08141 3.04633 2.92013 3.95079 4.43483 3.6674 2.03372 1.90902 1.79163 1.5335 2.70814 3.128 3.06608 2.96032 1.39176 3.4174 5.13859 2.93907 1.46571 2.74938 1.76565 1.2213 1.12104 1.60415 threshold=-3.1666666666666661 525.00000000000011 1.5000000000000002 0.73500000000000032 0.82000000000000028 0.84000000000000041 1.3150000000000006 5.3000000000000016 3.5000000000000004 2.7000000000000006 575.00000000000011 1.0000000180025095e-35 2.1000000000000005 1.5000000000000002 1.1000000000000003 1.0850000000000006 1.2150000000000005 1.1666666666666672 1.2450000000000008 0.70000000000000007 1.1750000000000005 0.50000000000000011 1.4950000000000008 1.6750000000000003 1.3 0.50000000000000011 3.3000000000000003 decision_type=2 2 2 2 2 2 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 9 11 25 7 -7 -8 -3 -6 -5 13 24 15 -15 -16 21 19 -19 -20 22 -14 -23 -2 -4 -27 right_child=1 2 5 4 10 6 8 -9 -10 -11 -12 -13 17 14 16 -17 -18 18 20 -21 -22 23 -24 -25 -26 26 -28 leaf_value=-0.0067081078019680714 0.001985155770491312 0.026545546326849953 -0.022906272438378346 -0.00321494855582044 0.0021871286936346519 0.00023562575202510215 -0.0046339723430969476 0.0088482928440300635 -2.4857421163092776e-05 0.0053089762485126358 0.00018427492476465922 -0.01850951120962625 -0.0051193623917872525 0.014266296581784906 0.0014087090714762292 -0.011335149137536735 0.022893791440358996 -0.019312642181856184 0.010717147703319727 -0.00090695008598933296 0.0017564632609612504 -0.00055569140198787558 0.00088838542830789327 0.00071512767439972777 -0.016268062696002936 -0.017162580166872016 0.0012328784875183273 leaf_weight=9.7907757386565191 6.6330403313040716 6.7473819553852108 5.7630423419177559 20.0193464756012 773.41460953652859 238.58550114557147 267.72028659284115 69.476603098213673 370.22847669199109 10.184159696102141 959.86813426762819 10.51300674676895 155.76064682006836 6.9513300657272366 8.9658420085907 10.676432698965071 16.201305821537971 14.939357504248617 35.601906836032867 158.36669391393661 441.19448285549879 3973.3484327942133 122.45533052459359 1307.8419565185905 6.5634592324495316 8.2124503552913684 8.8793733008205873 leaf_count=30 21 20 22 59 2168 815 808 223 1195 30 3019 30 567 20 26 30 48 45 102 521 1335 11233 390 4178 20 31 31 internal_value=-3.62652e-06 3.65481e-06 0.000364346 0.00103477 0.000912502 -0.000867875 -0.00061188 0.00217802 -0.00195911 0.013772 0.00107798 -0.00848123 -0.000154634 0.00478793 0.00845171 -0.00123948 0.0152397 -0.000199202 0.0011142 -0.00249356 0.00242555 -0.000352788 -0.00247508 -0.000240984 -0.00709333 -0.0114641 -0.00760596 internal_weight=9024.9 9015.11 2749.61 1780.75 1763.82 968.866 946.011 308.062 637.949 16.9315 1733.28 30.5324 6265.5 55.9914 42.7949 17.6278 25.1671 6209.51 650.102 173.306 476.796 5559.41 278.216 5281.19 13.1965 22.8549 17.0918 internal_count=27017 26987 8451 5326 5276 3125 3041 1038 2003 50 5187 89 18536 165 124 50 74 18371 2003 566 1437 16368 957 15411 41 84 62 is_linear=0 shrinkage=0.03 Tree=769 num_leaves=22 num_cat=0 split_feature=13 6 4 11 12 12 13 3 8 6 9 7 5 5 6 0 12 3 11 4 5 split_gain=0.412963 1.70216 4.17187 1.64772 1.28654 2.27385 2.20463 1.4608 0.799033 0.675644 3.65616 3.57692 4.26746 3.72844 1.23601 2.88914 4.25774 3.60874 1.19974 0.769021 0.540184 threshold=5.3000000000000016 3.3000000000000003 1.1150000000000007 0.83333333333333337 2.3000000000000007 1.5000000000000002 5.5000000000000009 0.90000000000000013 4.3000000000000016 2.7000000000000006 2.7000000000000006 0.90000000000000013 1.0250000000000006 1.3650000000000007 2.5000000000000004 575.00000000000011 3.9000000000000008 1.5000000000000002 3.1666666666666674 1.0750000000000008 2.2350000000000008 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 -3 4 5 -2 -6 -7 -8 14 -11 13 -13 -12 18 16 -16 -17 19 -1 -20 right_child=3 2 -4 -5 6 7 8 -9 -10 10 11 12 -14 -15 15 17 -18 -19 20 -21 -22 leaf_value=-0.00074293839571947613 -0.011945142118669311 0.023164661476833343 -0.0081398908323656281 -0.017108244671261635 -0.020748909708164617 0.019747148733054189 0.0080291985314401605 0.0019295589436028576 -0.0069161498921049749 -0.022975514625877404 -0.026576853642374047 0.023605349574681998 -6.2246210380169144e-06 -0.0035770036351410765 0.0029874608084056765 -0.017766889422330998 0.025047033461312596 0.0074721773057455721 -0.018537676046434245 0.00014113451013780622 -0.0035127998089607569 leaf_weight=1037.0003635585308 5.7955847382545498 9.044899106025694 6.647107481956481 6.2611229717731467 6.3648033440113094 7.4573263972997692 6.6827904134988767 9.3132413476705533 6.2125481441617012 7.092336192727088 8.7252477854490298 7.3383764028549185 112.52341778576374 23.23677035421133 121.22289687395096 12.579279422760012 8.4216516241431219 8.5736778527498227 4.4025231897830945 6062.6770911067724 4.2158659771084785 leaf_count=3550 21 25 26 24 26 25 23 34 25 25 32 23 384 86 401 44 31 30 19 22139 24 internal_value=1.60328e-05 3.3959e-05 0.00990411 -0.00275512 -0.000606554 0.00425426 -0.00630173 0.00985246 0.000829023 1.30798e-05 -0.00192198 -0.000938477 0.00143936 -0.00985569 5.5442e-05 0.00274312 0.00442044 -0.00753704 -1.57513e-06 1.20041e-05 -0.0111879 internal_weight=7481.79 7433.7 15.692 48.0874 41.8263 22.5662 19.2601 16.7706 12.8953 7418.01 158.916 151.824 119.862 31.962 7259.09 150.798 129.645 21.153 7108.3 7099.68 8.61839 internal_count=27017 26839 51 178 154 80 74 59 48 26788 550 525 407 118 26238 506 432 74 25732 25689 43 is_linear=0 shrinkage=0.03 Tree=770 num_leaves=19 num_cat=0 split_feature=4 8 11 10 4 9 12 4 12 8 8 2 5 10 8 8 9 5 split_gain=0.501399 1.14126 1.38428 0.866714 0.817912 1.04438 1.30906 1.18037 0.829947 0.804426 0.78094 0.689297 1.71159 0.703057 0.587993 2.17676 0.293131 0.254682 threshold=2.7150000000000003 8.5000000000000018 0.50000000000000022 0.33333333333333326 2.5850000000000013 5.1000000000000005 3.9000000000000008 2.6350000000000011 6.5000000000000009 6.7000000000000002 7.3000000000000016 3.5000000000000004 1.2350000000000008 1.1666666666666672 10.100000000000001 9.3000000000000025 5.1000000000000005 1.6900000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 9 -4 8 6 -6 -7 11 -2 -11 14 -13 -14 15 -1 -3 -12 right_child=1 16 3 -5 5 7 -8 -9 -10 10 17 12 13 -15 -16 -17 -18 -19 leaf_value=6.0418024758678334e-07 -0.021929432770793927 -0.0082703595223998748 -0.002894134867923824 0.016086899436986737 0.012746114641547696 0.020175312802597697 -0.015076050287736426 0.0021728625910316089 0.011018098946940676 0.0088816504544706448 -0.021106809667982899 0.013577888357289588 -0.022077592229896203 -0.0033453306809013319 0.0077139158440403914 -0.011793071143504969 -0.022993874594871823 -0.0041167511856081739 leaf_weight=7769.0350888222456 2.9732866585254722 2.0441532991826525 3.9150154888629896 4.8439013957977295 2.5492829903960255 6.4141945615410787 3.777067095041275 6.7038601711392403 6.1330297365784636 2.7545456551015377 1.6516169998794796 2.5254758857190591 4.7146091908216476 2.9201182052493095 8.8556898385286313 14.110486291348932 3.0074322950094938 1.5293120853602884 leaf_count=26486 32 26 24 25 23 34 33 33 23 18 29 23 45 18 36 71 26 12 internal_value=-1.11109e-05 -0.00446138 -0.000866043 0.00760285 1.80564e-06 0.00614702 -0.00386476 0.0109753 -1.34973e-05 -0.00919249 -0.00281212 -2.21689e-05 -0.00783108 -0.0149129 -1.19867e-05 -2.07772e-05 -0.0170359 -0.0129384 internal_weight=7850.46 22.7193 17.6677 8.75892 7827.74 19.4444 6.32635 13.1181 7808.29 8.90876 5.93547 7802.16 10.1602 7.63473 7792 7783.15 5.05159 3.18093 internal_count=27017 192 140 49 26825 123 56 67 26702 91 59 26679 86 63 26593 26557 52 41 is_linear=0 shrinkage=0.03 Tree=771 num_leaves=22 num_cat=0 split_feature=4 5 4 4 5 5 0 10 12 13 12 8 10 11 6 12 2 4 5 2 5 split_gain=0.489993 1.12339 0.762497 3.40578 1.51472 2.79068 2.23884 1.48127 1.48596 1.24292 0.959902 2.68991 1.63854 1.88242 1.41463 0.902128 2.16684 1.89394 1.88366 0.920873 0.605009 threshold=2.975000000000001 1.7250000000000003 2.3550000000000009 2.3750000000000009 2.0650000000000008 2.1750000000000012 575.00000000000011 2.5000000000000004 5.3000000000000016 2.3000000000000007 4.9000000000000012 8.3000000000000025 1.5000000000000004 1.0000000180025095e-35 0.50000000000000011 4.700000000000002 1.5000000000000002 1.4350000000000007 2.8950000000000009 3.3000000000000003 3.0450000000000004 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 10 9 7 -6 -7 8 -5 -4 15 12 14 -14 -12 18 -17 -18 19 -1 -20 right_child=1 -3 3 4 5 6 -8 -9 -10 -11 11 -13 13 -15 -16 16 17 -19 20 -21 -22 leaf_value=-5.9319570403087803e-07 0.0030916153569578103 -0.013435390412575498 0.0072001947969345254 -0.002092004485004597 0.02450113436888245 -0.0075324292504169686 0.012205155993815591 0.013769913106398598 0.010626050043862544 0.023285209522821971 -0.01379112878275629 0.016154979778103831 -0.025344010161659325 -0.0016337772222046461 -0.0014212086672131014 0.017726703468096829 -0.015024590067890782 0.0031260186769373217 -0.023092804429412191 -0.0082095224616171095 -0.0056401268556107867 leaf_weight=8609.416348233819 7.1593017280101758 7.6641934365034103 9.4920207634568232 128.26879163831472 6.3554722964763668 10.961287692189218 9.7933829054236394 6.1565242558717719 8.8378022164106351 7.9403374120593062 9.1178053095936757 6.4726873636245719 6.3934899494051916 5.700670138001442 95.156162112951279 8.3583654612302762 5.6998511254787436 56.081264846026897 4.0156685411930075 12.316576927900313 3.2219408005475998 leaf_count=25448 28 23 37 492 22 32 32 24 40 34 32 20 25 24 377 36 21 180 27 45 18 internal_value=-3.5043e-06 -0.00545334 5.46216e-06 0.00189699 0.000604718 0.00710734 0.00178103 -0.000625794 -0.00127221 0.0145268 -3.48054e-05 -0.00266822 -0.00371521 -0.014168 -0.00250285 2.38116e-06 0.00339095 0.00145147 -2.51624e-05 -1.23201e-05 -0.0153235 internal_weight=9024.58 14.8235 9009.76 187.806 170.373 27.1101 20.7547 143.263 137.107 17.4324 8821.95 122.841 116.368 12.0942 104.274 8699.11 70.1395 61.7811 8628.97 8621.73 7.23761 internal_count=27017 51 26966 713 642 86 64 556 532 71 26253 478 458 49 409 25775 237 201 25538 25493 45 is_linear=0 shrinkage=0.03 Tree=772 num_leaves=20 num_cat=0 split_feature=2 8 2 5 4 8 11 7 8 9 8 9 2 4 11 2 8 4 13 split_gain=0.410805 1.17981 0.748355 2.44111 1.555 1.51631 1.40825 2.19028 3.8368 3.29244 0.716837 0.660013 0.626493 3.70112 2.27383 1.07199 3.47239 0.686076 0.471292 threshold=3.9000000000000004 5.5000000000000009 3.3000000000000003 1.5850000000000006 2.8450000000000011 4.9000000000000012 0.83333333333333337 1.5000000000000002 5.3000000000000016 4.3000000000000016 0.70000000000000007 6.3000000000000016 3.1000000000000005 1.9250000000000003 0.50000000000000022 2.9000000000000004 4.9000000000000012 2.6350000000000011 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 10 6 5 -5 7 8 -4 -9 -1 -7 15 -14 -15 17 -17 -12 -3 right_child=1 18 3 4 -6 11 -8 9 -10 -11 12 -13 13 14 -16 16 -18 -19 -20 leaf_value=-0.010305213654369653 0.011046981420991139 -0.022246154559368424 -0.0081928626748607042 0.0052997672785985673 0.012602679795918385 -0.024385752079246335 0.023763001907653833 0.015736456409625801 0.030963633217810958 -0.022552928659347243 -2.1023268143279369e-05 -0.007153186090956571 -0.02478651536958942 -0.0059115560294610188 0.012821372276299578 0.015396182529431769 -0.00090195368543324428 0.0047598059967267825 -0.005303171186991318 leaf_weight=6.0684297531843177 2.4095264002680761 2.9849606063216925 3.6399383544921928 3.942950800061225 3.5287113338708869 4.8717647120356542 5.4180236756801596 3.7073145210742933 5.9072693958878517 4.4439390748739243 7315.2061997428536 3.3937378115952015 6.295739114284518 15.958309412002565 9.1898744329810125 17.149185977876186 37.473687272518873 27.115336075425148 2.9259722642600536 leaf_count=29 17 30 18 19 14 27 26 20 30 33 26183 21 29 83 43 66 181 126 22 internal_value=1.56851e-05 -0.00664661 2.31026e-05 0.00417577 -0.00493798 -0.0100079 0.0103802 0.00628332 0.016035 -0.00513833 1.40012e-06 -0.0173102 9.81984e-06 -0.00421579 0.000933998 2.77826e-05 0.00421495 -3.36757e-06 -0.0138592 internal_weight=7481.63 8.32046 7473.31 38.8536 15.7372 12.2085 23.1165 17.6985 9.54721 8.15125 7434.46 8.2655 7428.39 31.4439 25.1482 7396.94 54.6229 7342.32 5.91093 internal_count=27017 69 26948 208 81 67 127 101 48 53 26740 48 26711 155 126 26556 247 26309 52 is_linear=0 shrinkage=0.03 Tree=773 num_leaves=31 num_cat=0 split_feature=13 9 6 5 11 12 0 2 10 8 8 5 5 13 10 9 7 11 4 8 10 3 5 9 3 4 11 8 4 9 split_gain=0.490981 2.49434 2.4486 5.81968 2.87287 3.38171 4.28913 3.33459 3.00801 3.09517 2.8246 2.32038 1.67834 1.6366 4.20547 4.83797 3.00248 3.6708 2.75847 2.90029 2.73064 3.66107 3.12309 2.44798 2.41473 1.7414 3.93078 4.33417 3.43886 2.37555 threshold=2.3000000000000007 2.1000000000000005 1.5000000000000002 2.3950000000000009 -1.1666666666666663 2.3000000000000007 575.00000000000011 0.70000000000000007 -1.0000000180025095e-35 4.1000000000000005 2.5000000000000004 1.9000000000000004 2.8550000000000009 2.7000000000000006 0.83333333333333337 6.5000000000000009 0.50000000000000011 -0.33333333333333309 0.89000000000000024 6.1000000000000005 0.33333333333333326 2.7000000000000006 2.5050000000000012 4.3000000000000016 1.5000000000000002 1.0850000000000006 -0.83333333333333315 4.7000000000000002 0.81500000000000028 7.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 10 5 6 -3 -7 12 -10 -4 -12 -6 14 15 20 -17 -18 -16 24 22 -22 -2 -21 -20 26 27 28 -15 -28 right_child=13 2 3 -5 8 7 -8 -9 9 -11 11 -13 -14 25 18 16 17 -19 19 23 21 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.016196422399749947 6.7359703046255466e-05 0.005755203600003732 0.014243970330573232 0.016512709309114762 0.00099500293639309114 -0.017148390949632209 0.027831842229911603 0.0019069669955043861 -0.003868401112540421 -0.00044567637915696932 -0.0078459888785301548 0.00053941592142599888 -0.013066496471565754 -0.0021383701765303629 -0.020341713571559002 0.019625347921257846 -0.0014648585330762349 0.0065473705745909029 0.003558125215002247 0.010479257220740773 -0.0042396580374868325 0.016959360379298148 0.022496794481885778 -0.0057426555029921056 0.010238391500364062 -0.00049274852089794987 0.00049715213569678806 -0.0056562628865646451 0.011532557046946801 -0.0097713906011354049 leaf_weight=8.9123528152704221 768.54780111089349 50.723917350172997 6.5496825873851767 12.034787997603415 919.75990325585008 8.6591933220624906 9.3859578371047956 181.63322118669748 330.49420695751905 847.65739469230175 124.61983490735292 38.992639869451523 7.7033924832940093 20.896519765257835 3.933408871293067 10.854713812470434 83.760069236159325 133.46671319007874 108.1734376475215 11.038907095789908 217.35400689952075 7.5878953635692588 5.6280677467584601 34.65942282602191 88.576288931071758 3065.6305267792195 618.85838118195534 23.324900776147842 79.798574477434158 20.963163301348686 leaf_count=46 2673 160 18 43 3259 25 31 629 1044 3137 379 114 26 60 12 34 257 407 396 58 768 23 19 140 273 10735 1886 71 234 60 internal_value=-1.09202e-05 -0.000353255 -0.000297626 -0.00364832 -3.85079e-05 0.0029993 0.0092024 0.00103986 -0.000399768 -0.00140582 -0.00507421 -0.00584755 0.00087821 0.000153508 0.0010031 0.000284998 0.00422738 0.00345795 0.0045799 0.00498423 -0.000614981 -0.00352456 0.000230416 -0.00182408 0.00656557 -0.000173416 0.0011082 0.00599633 0.00869553 0.000160713 internal_weight=7850.18 2547.13 2538.21 182.197 2356.02 250.402 60.1099 190.292 2105.61 1178.15 170.162 163.612 927.463 5303.05 1473.58 1227.2 228.081 217.227 246.381 242.448 999.118 224.942 774.176 45.6983 196.75 3829.47 763.842 124.02 100.695 639.822 internal_count=27017 8911 8865 554 8311 845 191 654 7466 4181 511 493 3285 18106 5060 4181 698 664 879 867 3483 791 2692 198 669 13046 2311 365 294 1946 is_linear=0 shrinkage=0.03 Tree=774 num_leaves=30 num_cat=0 split_feature=10 2 12 5 13 11 9 13 9 11 4 3 6 4 5 9 3 3 8 8 8 6 10 8 4 8 10 0 4 split_gain=0.492958 1.9182 1.93296 2.38479 5.25765 2.52851 2.1828 5.85819 2.62981 2.0541 5.50287 1.99627 1.9572 2.90008 2.8892 1.61568 1.61129 2.6527 2.02553 1.49916 1.35203 1.74141 2.7821 1.54339 3.59502 1.57611 1.34852 0.328518 0.00369891 threshold=-0.49999999999999994 1.0000000180025095e-35 3.5000000000000004 2.2550000000000012 2.7000000000000006 -0.33333333333333309 6.9000000000000012 3.9000000000000008 6.7000000000000002 -1.4999999999999996 1.6550000000000002 2.1000000000000005 0.70000000000000007 1.4850000000000005 1.9500000000000004 5.3000000000000016 3.7000000000000006 3.5000000000000004 5.5000000000000009 5.9000000000000012 1.9000000000000001 1.9000000000000001 1.0000000180025095e-35 2.3000000000000003 1.3050000000000008 3.5000000000000004 -1.0000000180025095e-35 525.00000000000011 1.6400000000000006 decision_type=2 2 2 2 2 2 2 2 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 6 11 -6 8 -8 -3 10 -4 -5 13 -11 -14 -12 17 20 -19 27 21 26 -23 24 -22 -25 -2 28 -18 right_child=16 2 9 4 5 -7 7 -9 -10 12 15 -13 14 -15 -16 -17 19 18 -20 -21 23 22 -24 25 -26 -27 -28 -29 -30 leaf_value=-0.014948584237891454 -0.018990094667046865 0.00073935222022226185 0.0077082690808508028 -0.0061455607981075145 0.039110383240763401 0.011269098754199732 -0.0039920293378739452 0.019754170230513984 0.0081594477713298631 0.017467066926951779 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leaf_count=23 29 5715 38 56 20 23 496 30 131 37 22 34 788 242 397 32 37 32 15 29 170 24 23 2484 48 15946 60 22 14 internal_value=-3.25093e-06 0.000335495 0.000377226 0.000746741 0.00864266 0.0248646 0.000624705 -0.00262102 0.000900637 -0.0013669 -0.00921413 3.85616e-05 -0.000867678 0.00322473 -0.0018378 -0.0195828 -0.000148386 -0.000125483 0.0144071 -0.0101712 -0.000151547 -0.00541549 0.00302076 -0.000114806 0.00430537 -0.000165102 -0.00967545 -0.0186964 -0.0224752 internal_weight=9024.16 2706.7 2699.33 2227.42 33.9021 11.7497 2193.52 171.869 2021.65 471.908 28.2258 22.1525 443.683 85.0217 358.661 17.502 6317.46 6303.05 11.2841 14.4028 6291.77 43.6101 14.6325 6248.16 70.2949 6177.86 28.9776 8.11046 5.82778 internal_count=27017 8084 8061 6505 133 43 6372 526 5846 1556 92 90 1464 279 1185 54 18933 18831 47 102 18784 136 47 18648 218 18430 89 73 51 is_linear=0 shrinkage=0.03 Tree=775 num_leaves=31 num_cat=0 split_feature=8 4 9 5 5 2 4 5 6 4 5 5 6 12 8 5 10 6 11 4 6 6 7 0 4 12 0 12 6 9 split_gain=0.406276 1.70311 1.66463 3.38621 2.11533 4.25884 2.90199 1.84099 1.38747 4.78903 2.37249 1.73597 4.5685 2.01642 1.10288 3.57381 2.60677 3.00331 2.65806 2.03079 0.95219 1.24249 2.92322 2.99186 1.83376 1.02991 1.96406 1.3734 0.727951 0.702253 threshold=6.3000000000000016 0.97000000000000031 3.1000000000000005 0.93000000000000027 1.1150000000000009 1.5000000000000002 1.8100000000000005 0.74500000000000033 0.90000000000000013 1.1450000000000007 2.015000000000001 0.97000000000000031 1.5000000000000002 1.1000000000000003 5.9000000000000012 0.79500000000000004 2.1666666666666674 0.50000000000000011 0.50000000000000022 1.8100000000000005 1.0000000180025095e-35 0.3000000000000001 1.3 200.00000000000003 1.5950000000000004 4.9000000000000012 350.00000000000006 4.700000000000002 1.1000000000000003 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 -2 3 7 5 -5 -6 -3 9 -4 -11 12 -10 -13 20 -16 17 19 -19 -17 29 22 23 -22 -24 27 -27 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16.775842264294628 242.26489119045436 44.447810471057892 6.4253133833408347 15.086825117468832 678.63684225454926 8.7469403445720655 16.507634997367862 7.0504125431179991 312.77676558494568 136.40106129646301 14.159367628395556 11.237467780709265 5690.7253657467663 18.049139887094501 28.75019171833992 10.335207983851431 19.903151407837868 65.968729127198458 45.410228051245213 6.0616501718759537 5.4133908972144127 leaf_count=21 34 23 20 37 74 30 72 23 74 1143 174 24 56 2700 32 65 28 1135 503 67 37 19834 63 105 48 89 275 179 23 29 internal_value=1.52801e-05 -0.000521314 -0.000417777 0.00412412 0.00774719 0.0168115 0.00375559 -0.0082389 -0.00072392 -0.00246526 -0.00301001 -1.35004e-05 0.00683159 -0.00033187 0.000106362 0.00146557 0.00112413 0.000858052 0.0014782 -0.00822526 -7.81788e-06 7.71242e-06 0.00402833 0.00925457 -0.00333436 -3.95046e-05 0.00322163 -8.83248e-05 -0.0149549 -0.00936021 internal_weight=7481.43 1085.63 1077.45 68.0386 52.6184 16.087 36.5314 15.4202 1009.41 292.486 286.713 716.925 31.8627 685.062 6395.8 495.642 486.895 479.845 449.178 30.667 5900.16 5890.38 68.372 39.9877 28.3843 5822.01 85.8719 5736.14 10.861 9.78139 internal_count=27017 4507 4473 282 213 67 146 69 4191 1337 1317 2854 130 2724 22510 1830 1798 1770 1638 132 20680 20630 253 142 111 20377 364 20013 46 50 is_linear=0 shrinkage=0.03 Tree=776 num_leaves=31 num_cat=0 split_feature=8 10 0 12 10 2 2 8 9 7 12 10 5 10 12 12 7 5 4 9 10 5 4 13 5 4 4 2 11 9 split_gain=0.485805 2.22896 7.0574 3.21322 1.72005 3.64596 3.55608 3.93694 3.44077 3.10278 4.50662 3.03713 5.92121 2.88495 2.8451 2.64291 3.84002 3.45508 5.25762 2.67031 2.57402 2.56533 2.39499 2.21903 2.2167 4.1192 2.61032 2.14029 3.1948 2.8126 threshold=4.5000000000000009 2.1666666666666674 200.00000000000003 3.5000000000000004 1.0000000180025095e-35 1.1000000000000003 0.70000000000000007 4.9000000000000012 4.5000000000000009 0.50000000000000011 2.5000000000000004 1.1666666666666672 1.4250000000000007 1.5000000000000004 4.3000000000000016 2.9000000000000008 2.1000000000000005 1.1950000000000005 2.1050000000000009 7.1000000000000005 -2.1666666666666656 1.2350000000000008 1.5650000000000008 4.7000000000000011 1.9100000000000006 1.7400000000000007 0.88500000000000023 2.7000000000000006 1.5000000000000004 8.1000000000000014 decision_type=2 2 2 2 2 2 2 2 2 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 15 6 9 8 -8 -6 -11 27 13 -13 -14 20 17 18 -17 23 22 -19 -2 -18 26 -26 -22 29 -29 -7 right_child=4 2 3 -5 5 11 7 -9 -10 10 -12 12 14 -15 -16 16 19 21 -20 -21 24 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00019513955394013971 -0.0029101641457455708 0.03712193410231289 -0.017367425341398433 0.0099304664902825253 0.013400879815610374 -0.0028775196365686336 -0.010591443566320058 0.0043227888288635517 0.001432927321003756 -0.0015791329369293343 -0.016290951838737758 0.010122392907086459 -0.0042890555266373405 0.0014229963972355235 0.0032058174162999478 -0.010262193455710706 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45 27 298 51 5080 201 21 104 internal_value=-1.08264e-05 0.000257362 0.00966836 -0.000613607 -0.000218524 -0.000926533 0.00106506 0.00263652 -0.00268012 -0.00251665 -0.00352839 -0.00183251 0.000396009 0.00534726 -0.0024206 0.000275759 0.00150205 0.00197126 -0.00572714 -0.00598198 -0.00046886 0.00240742 -0.0111739 -0.00781467 -0.000335342 -0.00427343 -1.88791e-05 -0.00281378 -0.010487 -0.00252451 internal_weight=7849.33 3425.79 22.5015 16.3704 4423.54 1818.59 568.618 395.218 95.1667 173.4 163.037 1249.98 382.131 138.56 243.571 2604.95 984.163 926.101 49.6554 58.0625 1620.78 876.445 19.9662 53.7046 1600.82 119.072 1481.75 867.845 31.5276 836.317 internal_count=27017 10853 76 57 16164 6747 1809 1272 299 537 507 4938 1547 656 891 9417 3759 3445 316 314 5658 3129 89 299 5569 349 5220 3391 222 3169 is_linear=0 shrinkage=0.03 Tree=777 num_leaves=28 num_cat=0 split_feature=12 2 4 3 10 6 6 11 9 7 11 11 4 4 5 5 6 0 5 4 2 3 13 10 13 0 7 split_gain=0.491611 2.36685 2.71219 2.48496 2.16695 1.86334 3.13302 3.96387 2.10889 1.70306 2.99561 2.25019 1.65176 3.23824 1.62826 2.77856 2.65286 2.98687 2.18815 3.88147 5.30388 2.73405 5.67051 1.77062 1.41138 0.710043 0.236112 threshold=2.5000000000000004 0.50000000000000011 1.2150000000000005 2.7000000000000006 -2.4999999999999991 3.3000000000000003 2.9000000000000004 -0.83333333333333315 3.5000000000000004 1.1000000000000003 1.1666666666666672 0.83333333333333337 1.0250000000000006 0.94500000000000017 1.9250000000000003 1.9350000000000005 2.1000000000000005 200.00000000000003 1.8750000000000002 1.0850000000000006 0.90000000000000013 1.9000000000000001 2.7000000000000006 -2.1666666666666656 3.7000000000000006 350.00000000000006 1.1000000000000003 decision_type=2 2 2 2 2 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 12 -1 6 9 -8 -9 10 -3 -11 13 -2 18 -16 17 -17 21 -20 -21 23 -23 -6 -18 -4 -27 right_child=1 5 25 -5 14 -7 7 8 -10 11 -12 -13 -14 -15 15 16 24 -19 19 20 -22 22 -24 -25 -26 26 -28 leaf_value=-0.013893284799562408 0.010139231109546632 -0.00094547546103941182 -0.0082609626443600741 -0.018417602316049973 0.01035956053908923 0.012814942063459945 0.011084906789230433 0.0023419152894076627 -0.018659909144648393 0.0011971535618343898 0.002429597057140815 -0.00079534908862732888 0.012732748645360167 -0.02157102634060816 -0.021616688871849157 0.0051997807695311976 0.017777950335124634 -0.0065950185041877525 0.020720670312498812 -0.013088491786745966 0.010985552136480142 -0.0064470244863671341 0.022758645033508725 -0.00027127632959508076 0.00054215735601202588 -0.017328257409607639 -0.026931506899463172 leaf_weight=10.437137693166731 6.4460456222295814 1527.4506627134979 4.7779249250888816 6.0284937024116507 14.150733314454554 10.623933017253874 7.0138867720961562 5.4277424663305309 20.768034793436527 2266.9763410836458 280.07864573225379 658.21988958120346 9.4657816588878614 5.2662418186664581 7.1484721899032584 24.610360726714134 8.0127691775560397 89.943773537874222 12.432546570897101 13.938351467251776 20.13386195898056 10.711148977279665 13.554689198732374 3971.1672712638974 9.1683799177408201 4.280798636376856 4.9903746545314789 leaf_count=29 25 4950 21 39 42 33 24 17 78 6821 934 1961 35 20 23 76 30 317 39 44 57 35 43 11252 31 22 19 internal_value=-3.68188e-06 0.000203204 -0.00695159 -0.00142412 -0.000240695 0.000265 0.000237025 -0.00894529 -0.0143083 0.000301457 -0.000422504 0.000748806 0.00341321 -0.00411878 -0.000206727 -0.00340081 -0.00241235 -0.00406107 -9.7359e-05 0.00637269 0.00113728 -0.000172401 0.00986701 -0.000233529 0.00858041 -0.0176557 -0.0224974 internal_weight=9023.22 4817.81 41.2557 27.2066 4205.41 4776.56 4765.94 33.2097 26.1958 4732.73 1807.53 2925.2 21.1781 11.7123 4194.97 138.884 131.735 114.554 4056.09 46.5048 34.0722 4009.58 24.2658 3985.32 17.1811 14.0491 9.27117 internal_count=27017 14999 181 119 12018 14818 14785 119 95 14666 5884 8782 80 45 11989 477 454 393 11512 140 101 11372 78 11294 61 62 41 is_linear=0 shrinkage=0.03 Tree=778 num_leaves=31 num_cat=0 split_feature=5 5 2 4 5 7 13 0 8 13 7 2 13 4 4 5 6 5 9 12 5 11 10 8 6 9 9 3 4 12 split_gain=0.407851 2.63163 2.98931 4.82988 2.05941 2.11535 4.568 2.14588 2.77273 1.94665 1.8966 1.88256 2.07034 2.1284 1.54851 1.33508 7.4234 1.76584 3.27173 3.89876 2.30406 4.9257 1.88734 1.69562 1.70057 1.64451 0.779926 0.680478 0.394855 0.00117301 threshold=0.88500000000000023 0.8650000000000001 2.5000000000000004 1.9100000000000006 0.92500000000000027 0.70000000000000007 1.9000000000000001 525.00000000000011 5.3000000000000016 2.7000000000000006 2.9000000000000004 1.3 2.5000000000000004 1.1550000000000007 0.95000000000000018 0.93000000000000027 1.9000000000000001 0.97000000000000031 3.5000000000000004 1.9000000000000001 0.98000000000000043 1.0000000180025095e-35 0.83333333333333337 4.5000000000000009 1.1000000000000003 1.7000000000000004 4.3000000000000016 0.70000000000000007 1.1750000000000005 2.3000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 10 5 -2 -7 8 -8 -9 14 12 -3 -14 -1 16 23 18 19 -17 21 -19 -20 28 -25 -22 29 -13 -6 -5 right_child=4 11 -4 26 15 6 7 9 -10 -11 -12 27 13 -15 -16 17 -18 20 22 -21 25 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0066784537027632989 -0.0096808498603613898 0.0094551938241393442 0.019820010564023782 -0.024075579456205937 -0.027053235406273059 0.031004254733986658 0.0054422149817445267 0.00019345169495464507 -0.0091740522959834238 0.017214976567336063 0.015194897786090525 -0.0085432273416861434 -0.022577545172902492 -0.0011502157364470529 0.0010892651277610282 -0.018868679348479907 0.024803789387534834 -0.016652653405799953 0.0096178026902990835 0.0027510255322342443 0.013194486349618761 0.0040520596589452519 -0.0027780831440178629 -0.016761182999269108 0.0044997099544492498 -6.6615907293284341e-06 -0.0071602163246306163 -0.022088394711132463 -0.015918589031981751 -0.023374693007762883 leaf_weight=26.719755366444588 8.5948457121849042 7.8486611545085934 6.726729277521371 4.2578310221433622 6.0005027651786857 6.0738916620612136 34.382394164800644 9.5117272436618823 17.691264770925045 16.60013672709465 7.7194159626960746 5.3519511967897406 6.5917386412620571 11.366242319345472 170.39607147872448 10.649409577250479 5.6537882834672919 22.348885282874107 61.088341116905212 25.441358290612698 8.5033006370067579 19.247286513447762 13.496839269995688 6.7306192182004434 6.8135134130716324 6932.9835550002754 3.6437987238168708 8.8706137984991056 5.4877225309610367 4.3391506969928741 leaf_count=102 32 26 35 22 21 21 118 35 69 58 28 23 23 39 626 37 19 89 214 98 26 71 49 30 26 24976 21 38 20 25 internal_value=1.54065e-05 -0.00114314 0.000124006 -0.000486331 5.77576e-05 0.0044967 0.00594288 0.00399597 0.000476552 0.0110146 0.000607589 -0.00822771 -0.0033979 -0.00901543 3.63231e-05 -9.6014e-08 -0.00624414 2.69145e-05 0.00378664 -0.00362836 -3.2674e-05 -0.00707222 0.00737466 -0.0132566 -0.00606567 9.50978e-06 -0.0187918 -0.0169913 -0.0217344 -0.0237218 internal_weight=7481.13 263.832 223.803 217.076 7217.3 92.8543 84.2594 78.1855 52.0737 26.1119 204.835 40.0292 25.8066 17.958 197.116 7124.45 30.6861 7093.76 110.676 36.0908 6983.08 41.5962 74.5852 25.0324 13.5441 6941.49 12.2408 14.2226 11.4882 8.59698 internal_count=27017 1008 859 824 26009 333 301 280 187 93 756 149 88 62 728 25676 116 25560 398 135 25162 160 263 97 56 25002 68 61 41 47 is_linear=0 shrinkage=0.03 Tree=779 num_leaves=18 num_cat=0 split_feature=4 8 11 4 11 5 4 9 12 6 12 2 5 10 8 8 9 split_gain=0.487818 1.11865 1.33719 1.51709 0.987473 1.38254 0.78705 1.00299 1.2578 1.17041 0.791355 0.663485 1.65339 0.687364 0.561586 2.10108 0.289271 threshold=2.7150000000000003 8.5000000000000018 -0.66666666666666619 2.8950000000000009 0.83333333333333337 1.7500000000000007 2.5850000000000013 5.1000000000000005 3.9000000000000008 0.70000000000000007 6.5000000000000009 3.5000000000000004 1.2350000000000008 1.1666666666666672 10.100000000000001 9.3000000000000025 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 4 5 -4 10 8 -8 -9 11 14 -13 -14 15 -1 -3 right_child=1 16 3 -5 -6 -7 7 9 -10 -11 -12 12 13 -15 -16 -17 -18 leaf_value=1.0628040799324686e-06 -0.015768739205515865 -0.0082438182327268517 -0.010454103767616154 0.017117700342468147 -0.016370191567515964 0.020514219037887107 0.012297254728508332 0.021234625888512899 -0.014946074043332038 0.0031213396220709792 0.010793692206070158 0.013145126895273314 -0.02201944210347672 -0.0034294636011012064 0.00752534850395089 -0.011630117958583139 -0.022942380478757268 leaf_weight=7767.345883930102 4.1414559632539811 2.0345176123082629 2.7062002047896367 4.8632613383233538 3.4161329716444016 2.4923375397920609 2.5796008184552219 5.5379095450043661 3.7315607182681561 7.6397942453622818 6.0940676927566519 2.5544656440615636 4.6002859584987164 2.9303393661975861 8.8881457895040494 14.002936914563177 2.9556177705526352 leaf_count=26486 37 26 36 33 22 12 23 28 33 39 23 23 45 18 36 71 26 internal_value=-1.04524e-05 -0.00441071 -0.00085945 0.00372183 -0.00384058 0.00439305 2.26024e-06 0.00602352 -0.00381074 0.0107334 -1.2772e-05 -2.12146e-05 -0.00771103 -0.0147857 -1.12595e-05 -1.98681e-05 -0.0169497 internal_weight=7848.51 22.6095 17.6194 13.4779 8.61467 5.19854 7825.9 19.4889 6.31116 13.1777 7806.42 7800.32 10.0851 7.53063 7790.24 7781.35 4.99014 internal_count=27017 192 140 103 70 48 26825 123 56 67 26702 26679 86 63 26593 26557 52 is_linear=0 shrinkage=0.03 Tree=780 num_leaves=22 num_cat=0 split_feature=9 5 5 11 2 7 3 5 0 10 6 9 7 4 12 12 12 2 5 10 12 split_gain=0.482396 0.519208 4.4512 3.13956 3.41144 3.86486 3.04634 2.72452 4.05997 2.66352 2.6448 2.54299 2.38257 2.34679 5.65105 2.34631 5.00819 2.55018 2.33707 1.26938 1.50886 threshold=10.500000000000002 2.1250000000000009 2.1550000000000011 -1.1666666666666663 1.9000000000000001 1.1000000000000003 3.5000000000000004 2.0250000000000008 525.00000000000011 -1.0000000180025095e-35 0.70000000000000007 5.3000000000000016 0.70000000000000007 0.88500000000000023 2.7000000000000006 4.1000000000000005 3.5000000000000004 1.5000000000000002 2.1950000000000007 -3.1666666666666661 5.700000000000002 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 6 3 -3 5 -5 7 19 10 -6 -9 15 -10 14 -13 16 -4 -17 -15 -1 -21 right_child=-2 2 11 4 9 -7 -8 8 12 -11 -12 13 -14 18 -16 17 -18 -19 -20 20 -22 leaf_value=-0.011851485880337806 -0.0082008299898481025 0.025750226967000092 -0.0090455096392931915 -0.0096961335278865479 0.0057551931135402506 0.0093522846164540516 0.019847025150897958 0.0091557421024909581 -0.021343820785348008 0.032966464408816315 -0.0024430342736613763 -0.01115314255891213 -0.0068810398601288209 -0.0054522986591084037 0.035413381887715353 -0.024899490812219219 0.010495519578300415 -0.0057490983257242048 0.0014839599341600986 1.0271587668717973e-05 0.009945755055663209 leaf_weight=8.1049655526876432 6.4564648643136016 8.2575022354722005 28.72323939204216 16.352623715996742 6.5465003997087479 23.168762341141701 6.9169393107295027 20.446299970149994 13.359805002808569 6.4047825336456281 131.40972994267941 4.0867545008659345 44.060471221804619 50.581685252487659 5.5045865215361118 9.1452950239181536 20.039191819727421 19.82496726885438 322.19439747557044 8257.0513206422329 13.779619500041006 leaf_count=24 31 31 97 62 21 75 27 62 56 20 463 17 148 186 29 46 75 71 1298 24128 50 internal_value=-3.54066e-06 2.32954e-06 0.000921769 0.00855548 0.00584958 0.00147069 -5.40406e-05 -7.02578e-05 -0.00345079 0.019212 -0.000881344 -8.58302e-05 -0.0102461 0.000919778 0.0155719 -0.00503242 -0.00101502 -0.0117945 0.000542785 1.51959e-05 2.68246e-05 internal_weight=9022.42 9015.96 520.83 60.7302 52.4727 39.5214 8495.13 8488.21 209.276 12.9513 151.856 460.1 57.4203 382.367 9.59134 77.7327 48.7624 28.9703 372.776 8278.94 8270.83 internal_count=27017 26986 2028 209 178 137 24958 24931 729 41 525 1819 204 1530 46 289 172 117 1484 24202 24178 is_linear=0 shrinkage=0.03 Tree=781 num_leaves=22 num_cat=0 split_feature=13 6 4 11 12 12 13 3 8 6 9 7 5 5 6 0 12 3 11 12 5 split_gain=0.398671 1.64856 4.00076 1.5983 1.22638 2.18391 2.15529 1.37748 0.769844 0.653383 3.5284 3.44604 4.04206 3.65282 1.18889 2.7828 4.04582 3.50058 1.15856 0.757579 0.529295 threshold=5.3000000000000016 3.3000000000000003 1.1150000000000007 0.83333333333333337 2.3000000000000007 1.5000000000000002 5.5000000000000009 0.90000000000000013 4.3000000000000016 2.7000000000000006 2.7000000000000006 0.90000000000000013 1.0250000000000006 1.3650000000000007 2.5000000000000004 575.00000000000011 3.9000000000000008 1.5000000000000002 3.1666666666666674 0.70000000000000018 2.2350000000000008 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 -3 4 5 -2 -6 -7 -8 14 -11 13 -13 -12 18 16 -16 -17 19 -1 -20 right_child=3 2 -4 -5 6 7 8 -9 -10 10 11 12 -14 -15 15 17 -18 -19 20 -21 -22 leaf_value=-0.0073875900639738187 -0.011799662303131075 0.022697742339737779 -0.007992795677769518 -0.016916045244935271 -0.020579226171097018 0.019137797417872655 0.0078915308658837474 0.0018819388073517268 -0.0067859391023224625 -0.022723811918501022 -0.026404034403815363 0.022866863705679613 -1.5875348933040739e-05 -0.0035188119185100325 0.002928066647671505 -0.017572836978407669 0.024331918722544383 0.0073018453520458547 -0.018365427049555613 2.4425922886230359e-05 -0.0034371910467560925 leaf_weight=12.432514727115629 5.7686164230108288 9.0626197755336744 6.6116394847631446 6.2061361819505683 6.2886336147785213 7.5224704295396831 6.6991361081600171 9.3240500688552839 6.1860910952091217 6.9947733730077735 8.6051731109619158 7.4046174883842459 112.542544901371 23.202166542410851 121.35819835960865 12.477024689316751 8.5051578953862172 8.6022301167249662 4.3540060669183713 7086.5122801791877 4.1991370171308517 leaf_count=46 21 25 26 24 26 25 23 34 25 25 32 23 384 86 401 44 31 30 19 25643 24 internal_value=1.54017e-05 3.30001e-05 0.00975201 -0.00271001 -0.000600257 0.00413188 -0.00618171 0.00958719 0.000844999 1.24615e-05 -0.00189147 -0.000931252 0.00139673 -0.00971019 5.41024e-05 0.00268875 0.00432987 -0.00742173 -1.8499e-06 1.14451e-05 -0.0110365 internal_weight=7480.86 7432.86 15.6743 47.9951 41.789 22.6151 19.1739 16.8465 12.8852 7417.19 158.749 151.755 119.947 31.8073 7258.44 150.943 129.863 21.0793 7107.5 7098.94 8.55314 internal_count=27017 26839 51 178 154 80 74 59 48 26788 550 525 407 118 26238 506 432 74 25732 25689 43 is_linear=0 shrinkage=0.03 Tree=782 num_leaves=31 num_cat=0 split_feature=13 9 6 5 11 12 0 2 10 8 8 5 5 13 10 9 4 9 4 8 10 5 11 5 9 4 11 3 8 5 split_gain=0.488854 2.42466 2.35831 5.6067 2.74369 3.24367 4.0737 3.18749 2.86204 3.00626 2.71777 2.22827 1.62176 1.54457 4.03416 4.6172 2.91873 3.20389 2.67082 2.75906 2.60307 3.61319 3.09892 2.4501 2.3442 1.66758 3.84588 2.03172 3.93048 3.71216 threshold=2.3000000000000007 2.1000000000000005 1.5000000000000002 2.3950000000000009 -1.1666666666666663 2.3000000000000007 575.00000000000011 0.70000000000000007 -1.0000000180025095e-35 4.1000000000000005 2.5000000000000004 1.9000000000000004 2.8550000000000009 2.7000000000000006 0.83333333333333337 6.5000000000000009 2.1450000000000009 6.7000000000000002 0.89000000000000024 6.1000000000000005 0.33333333333333326 1.9250000000000003 1.1666666666666672 0.8650000000000001 4.3000000000000016 1.0850000000000006 -1.8333333333333328 1.3 2.3000000000000003 1.7700000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 10 5 6 -3 -7 12 -10 -4 -12 -6 14 15 20 17 -17 -16 23 22 -22 -2 -20 -21 26 -15 29 -29 -28 right_child=13 2 3 -5 8 7 -8 -9 9 -11 11 -13 -14 25 18 16 -18 -19 19 24 21 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.016045971222880592 0.00088045470507219 0.0056246754057393041 0.013961343404112505 0.016284838432790646 0.00096400351508187554 -0.01676862637912974 0.027070214725536286 0.0018514141982608446 -0.00380693684227023 -0.000432377420054141 -0.0077071851733249786 0.00051398264311372814 -0.012868887664330392 0.01587769499929589 -0.020078374547839145 0.013238001765332999 -0.01353325879573606 0.0032286486969528975 -0.017752207847445904 0.010220574700694547 -0.004797762131648369 0.0072909540868469997 -0.0052362478865043529 0.0068789838933774319 -0.0056242456136365417 -0.00047683632580333539 0.0028678631186679834 -0.012093058844210174 -4.9354104171531658e-06 -0.0097498677530860525 leaf_weight=8.8294243626296502 690.55082931183279 50.804200425744057 6.5506493151187888 11.936376139521597 920.06742498092353 8.669076278805731 9.4555180221796018 181.69135893881321 330.18728591501713 847.25416151806712 124.36994747072458 38.968705475330353 7.691636160016059 15.50664448738098 3.9222249984741202 34.052125349640846 8.1235970295965654 185.93547586351633 3.7042219787836066 11.105407677590845 199.43871506676078 25.04677802324295 83.565884955227375 193.36906918138266 34.541059609502554 3064.1953767072409 391.14164483547211 26.267137244343758 308.91446805000305 22.174543872475624 leaf_count=46 2405 160 18 43 3259 25 31 629 1044 3137 379 114 26 44 12 101 35 562 16 58 717 74 287 653 140 10735 1231 79 895 62 internal_value=-1.06106e-05 -0.000352245 -0.000297641 -0.00358957 -4.35656e-05 0.0029237 0.00898975 0.00100345 -0.000396813 -0.0013787 -0.00498594 -0.00574581 0.000849321 0.000153486 0.000978891 0.000275 0.0041259 0.00477801 0.00447981 0.00487666 -0.000604663 -0.00344897 0.000220157 0.00641601 -0.00176933 -0.000164188 0.00108975 0.000783392 -0.000952244 0.00219092 internal_weight=7848.03 2546.48 2537.65 181.826 2355.82 250.62 60.2597 190.36 2105.2 1177.44 169.889 163.339 927.759 5301.56 1473.36 1226.71 228.111 219.988 246.642 242.72 998.602 224.485 774.117 197.073 45.6465 3828.2 764.004 748.498 335.182 413.316 internal_count=27017 8911 8865 554 8311 845 191 654 7466 4181 511 493 3285 18106 5060 4181 698 663 879 867 3483 791 2692 669 198 13046 2311 2267 974 1293 is_linear=0 shrinkage=0.03 Tree=783 num_leaves=31 num_cat=0 split_feature=10 2 12 5 13 11 9 13 9 2 11 8 4 11 3 4 13 3 3 8 8 7 13 4 13 11 5 9 0 4 split_gain=0.493008 1.85131 1.84876 2.26879 4.9345 2.32461 2.09927 5.60519 2.52285 2.02752 2.70102 2.3995 3.62442 3.47243 1.89481 1.78574 1.59469 1.56262 2.53924 1.93211 1.46575 1.31942 2.51807 4.10815 2.1116 2.11068 1.93235 0.758918 0.328894 0.00367203 threshold=-0.49999999999999994 1.0000000180025095e-35 3.5000000000000004 2.2550000000000012 2.7000000000000006 -0.33333333333333309 6.9000000000000012 3.9000000000000008 6.7000000000000002 3.1000000000000005 0.83333333333333337 4.5000000000000009 2.0650000000000008 -1.8333333333333328 2.1000000000000005 2.4150000000000009 2.7000000000000006 3.7000000000000006 3.5000000000000004 5.5000000000000009 5.9000000000000012 0.3000000000000001 1.3000000000000003 1.4350000000000007 1.5000000000000002 -0.83333333333333315 2.1050000000000009 6.1000000000000005 525.00000000000011 1.6400000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 6 14 -6 8 -8 -3 11 16 12 -4 -13 -5 -12 -11 18 21 -20 28 25 23 -23 -24 27 -27 -2 29 -19 right_child=17 2 9 4 5 -7 7 -9 -10 10 15 13 -14 -15 -16 -17 -18 20 19 -21 -22 22 24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.014720852795945932 -0.020154936445096115 0.00073059760930645407 0.0028162340941037664 -0.0060034343523831229 0.037507635332047234 0.010971051865823738 -0.0039120566428655409 0.019256128135903657 0.0079928041012280685 0.0072620193443003311 -0.016872606746325364 -0.019269943857927487 -0.019173085335127116 -0.0026636093288999285 0.012753097620236837 0.0069350577326165903 0.025874046978995261 -0.021858084505393713 0.0031064671312241582 0.028113194235027734 0.00076770639339994852 -0.0025636961120901959 -0.0034431131748764881 0.0073486281492270052 -0.00010144714372654532 -0.0039677903794295066 0.0092432526095207312 -0.0043249287266180526 -0.0089250570435900692 -0.023438061702314997 leaf_weight=7.3301900178194037 8.6317923218011838 1977.4332659468055 120.8057553768158 15.000241652131082 5.8435187339782715 6.0438434332609159 161.76913882791996 9.9779857993125898 44.01050291955471 15.880363248288633 6.1741425991058332 11.779214426875113 7.1451728940010062 298.86584578454494 7.1616187617182723 5.2436191812157631 5.6056487262248984 3.6329027488827688 6.3319905847311002 4.9581584334373474 6.2871953397989273 60.39806754887104 175.2725111618638 99.825131326913834 5866.7734706811607 63.627203360199928 11.81470964848995 3.9835873842239371 2.2647542804479599 2.0829137526452541 leaf_count=23 34 5715 414 56 20 23 496 30 131 64 19 36 21 956 34 21 25 37 32 15 29 187 536 307 17429 220 51 20 22 14 internal_value=-3.49965e-06 0.000335302 0.000376197 0.000737472 0.00842204 0.0240157 0.000618169 -0.00256606 0.000888709 -0.00133037 0.00585207 -0.0018692 0.00158828 -0.0032933 5.77504e-05 -0.00593891 0.0121179 -0.000148661 -0.000126207 0.0140884 -0.0100656 -0.00015172 -9.99497e-05 0.00361206 -0.000198385 -0.00379815 -0.00189885 -0.0151563 -0.0186003 -0.0224338 internal_weight=9021.95 2706.07 2698.74 2227.24 34.0492 11.8874 2193.19 171.747 2021.44 471.5 32.9038 438.596 127.951 310.645 22.1619 11.4178 21.486 6315.88 6301.62 11.2901 14.2678 6290.33 6202.27 160.223 6042.05 88.0573 75.4419 12.6154 7.98057 5.71582 internal_count=27017 8084 8061 6505 133 43 6372 526 5846 1556 129 1427 435 992 90 40 89 18933 18831 47 102 18784 18459 494 17965 325 271 54 73 51 is_linear=0 shrinkage=0.03 Tree=784 num_leaves=31 num_cat=0 split_feature=8 0 4 2 6 6 6 9 4 2 6 4 4 0 12 4 12 0 13 6 4 8 5 5 11 8 5 8 4 5 split_gain=0.401699 1.86847 2.48914 3.19598 3.49229 6.42521 3.43101 4.03465 2.5372 2.05692 2.00345 2.11863 1.85984 2.82271 3.45758 2.30713 3.17462 2.21152 1.71242 2.0141 2.68309 1.68943 1.60356 1.32638 1.58906 0.978393 2.88583 3.62346 5.03891 4.37962 threshold=2.9000000000000004 350.00000000000006 1.1250000000000007 0.90000000000000013 2.1000000000000005 1.7000000000000004 0.90000000000000013 2.7000000000000006 1.3750000000000007 0.50000000000000011 1.5000000000000002 1.5050000000000006 1.0150000000000006 525.00000000000011 1.5000000000000002 1.6400000000000006 3.7000000000000006 575.00000000000011 3.7000000000000006 1.9000000000000001 0.89000000000000024 2.7000000000000006 1.3450000000000006 1.6050000000000004 1.0000000180025095e-35 3.9000000000000004 2.0450000000000008 3.1000000000000005 1.2250000000000005 2.1750000000000012 decision_type=2 2 2 2 2 2 2 2 2 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 23 18 11 -10 13 14 -11 16 -14 -15 19 20 -3 -17 -6 24 -4 26 -2 28 -28 -29 right_child=25 9 8 6 22 -7 7 -9 10 12 -12 -13 15 17 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_value=0.0019078938804114776 0.00038152812308349187 -0.021988276209111181 -0.014274926989609641 0.01230171599352144 -0.018497705692906888 0.033412768285962804 0.0099822835968249712 -0.015087977507461329 0.0050777205433936755 -0.022342241634813922 0.011510174305537879 -0.021102307201145212 5.5198543477159478e-05 0.01569879487753675 0.0027398992371037564 0.0013293456149368324 -0.012980180584250085 0.001598166823815866 -0.021916001621205047 0.01233470463335872 0.0042101141299562429 0.023833858898834163 0.0030407685359931042 -0.020559259421125173 0.000798041239771789 -0.00010799524942883205 0.03496044960205149 0.011107472505457152 0.00095333093858015929 -0.0020639774054441785 leaf_weight=18.218736946582798 1317.7332813739777 7.3085423856973701 17.687559276819233 7.6074505522847167 5.9505251795053464 8.5649890899658185 7.2803502380847922 27.985364109277725 5.6320090293884295 5.6660623252391806 8.4664100706577283 5.4976267218589783 169.98671196401119 26.417645305395126 38.941355869174004 6.1451726108789426 18.66043895483017 16.118305802345276 5.8959957510232917 5.2886208295822135 6.7840496748685837 5.8700044751167297 6.5193748027086258 12.944472357630728 9.7729380130767805 5597.3165739178658 8.2363691404461843 37.922555409371853 7.4850740432739249 56.675800874829292 leaf_count=62 4380 28 67 29 21 27 29 103 20 19 29 20 594 87 132 21 76 56 22 19 25 22 22 56 35 20589 31 130 29 237 internal_value=1.4869e-05 -0.00084877 -0.00370142 -0.000307952 0.00587697 0.0119826 -0.00597071 -0.0099124 -0.00834624 0.000446224 0.000512094 -0.00785424 0.00116686 0.00482639 -0.00044605 -0.000422396 -0.00123422 0.0103556 -0.00775891 -0.00345216 -0.0093766 0.0123239 -0.0072372 -0.0126425 -0.0089106 7.08287e-05 0.000771737 0.00543265 0.0187695 0.00321619 internal_weight=7480.58 455.211 142.128 82.1268 39.2536 26.7837 42.8732 35.2657 60.001 313.083 19.596 11.1296 287.806 87.1434 44.6074 200.662 188.647 42.536 25.2772 19.3812 14.0926 12.0152 12.4699 40.405 27.4605 7025.37 1428.05 110.32 15.7214 94.5984 internal_count=27017 1621 520 293 132 89 161 132 227 1101 69 40 1007 294 151 713 670 143 94 72 53 43 43 158 102 25396 4807 427 60 367 is_linear=0 shrinkage=0.03 Tree=785 num_leaves=31 num_cat=0 split_feature=6 0 8 7 10 2 9 5 9 9 11 11 3 10 10 5 6 8 8 10 9 10 6 4 11 7 9 0 4 9 split_gain=0.485477 2.23311 3.6603 4.0929 3.33161 3.28033 4.66605 4.3608 10.5 2.83253 2.78358 3.41943 3.00201 2.64435 5.00681 3.88646 3.63065 2.56391 2.61802 2.16787 2.07596 2.6627 2.02847 1.81479 1.51207 1.31116 1.20328 1.10974 2.74006 3.42699 threshold=1.1000000000000003 575.00000000000011 8.3000000000000025 1.3 -1.4999999999999996 0.90000000000000013 7.7000000000000002 1.4750000000000008 4.3000000000000016 6.3000000000000016 1.1666666666666672 0.50000000000000022 1.1000000000000003 -1.1666666666666663 -0.49999999999999994 2.0050000000000012 0.70000000000000007 4.1000000000000005 4.7000000000000002 -0.33333333333333331 9.5000000000000018 0.33333333333333326 0.70000000000000007 1.0750000000000008 -1.1666666666666663 0.90000000000000013 9.3000000000000025 925.00000000000011 1.5350000000000008 6.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 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 22 23 6 7 8 -3 -9 11 -6 -12 17 15 -15 -16 -7 -19 -5 26 25 -4 -1 -25 -22 27 -2 -29 -30 right_child=20 5 3 19 10 13 -8 9 -10 -11 12 -13 -14 14 16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 28 29 -31 leaf_value=0.0081820854840245882 0.0001590481299646535 0.020620235914606468 0.014202685563365871 0.0056419090032391976 -0.00096769707104073113 0.027654273285799433 -0.016693419137054872 0.011622161918363983 -0.01221127353424617 0.030601918845801584 -0.01530568775795354 0.0023267362498603571 -0.002779958169001348 -0.0047003570234547612 -0.0031441202424807102 -0.024060490933235298 0.0043193433619632838 -0.01314614352151303 0.0072344448505900329 0.033145004607929157 0.025757852786390343 -0.002588867853834457 -0.0098902055684299706 0.0044846538853511734 -0.0085933638004884409 0.0088853528523051822 -0.010124176000488334 0.005887123018192923 -0.017550449326865503 0.0099674751667484796 leaf_weight=7.2794787138700476 5352.1260365154594 15.544014178216456 5.0970126576721695 3.9112409427762032 1278.5769349839538 4.7191153243184081 6.7209449708461753 24.767736598849297 20.108053967356682 9.9076751172542554 18.947517413645983 364.35854745656252 188.94482067227364 56.770951213315129 97.967023070901632 11.167930729687212 146.20521303452551 6.5528866201639167 42.226922573521733 7.5746248047798854 6.9500712752342286 12.280936747789381 8.2126934304833394 8.779249541461466 84.916100312024355 10.270930200815199 10.331895321607588 13.052418127655981 17.921031828969721 5.2711026221513739 leaf_count=23 17298 59 24 19 4629 20 20 78 69 29 81 1303 648 323 592 41 692 30 244 39 23 36 34 34 346 30 30 54 140 29 internal_value=-1.01504e-05 -0.000363601 -0.000794932 0.0106589 -0.00094044 0.00156242 0.00718807 0.00947034 0.002103 0.0170452 -0.000650937 -0.000237081 -0.00392157 0.000376871 -0.000679435 -0.00788281 0.00132485 0.00653933 0.0044966 0.0237795 0.000147376 0.00808374 -0.000663723 -0.00624692 -0.00736795 0.0156948 0.000104007 0.000123619 -0.00510812 -0.0112962 internal_weight=7847.46 2419.26 1976.6 24.7956 1951.8 442.658 77.0484 70.3275 35.6521 34.6754 1850.83 1642.94 207.892 365.61 312.111 67.9389 244.172 53.4989 48.7798 11.4859 5428.2 29.5019 13.3097 100.975 93.6953 17.221 5398.7 5388.37 36.2446 23.1921 internal_count=27017 9377 7180 116 7064 2197 255 235 128 107 6661 5932 729 1942 1648 364 1284 294 274 58 17640 89 58 403 380 53 17551 17521 223 169 is_linear=0 shrinkage=0.03 Tree=786 num_leaves=10 num_cat=0 split_feature=8 8 10 12 4 4 4 6 4 split_gain=0.497714 1.0206 2.45514 2.17905 0.85162 1.12214 1.22807 2.66792 0.676835 threshold=1.0000000180025095e-35 1.7000000000000004 1.0000000180025095e-35 2.3000000000000007 0.53500000000000014 0.61500000000000021 0.68500000000000016 1.7000000000000004 0.88500000000000023 decision_type=2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -3 -6 7 -7 -8 right_child=1 4 -4 -5 5 6 8 -9 -10 leaf_value=0.0082218191742857993 0.010515209171348312 -0.010480683546124572 -0.017075014872130014 -0.010507679313383032 0.0089830153487420652 0.002639107094662117 0.0013921813334484292 -0.016470038657832833 -2.6904966513862537e-05 leaf_weight=6.6156080216169348 9.9130217432975822 6.9613475054502478 10.654996089637278 8.0333026498556119 12.54353918135166 13.806750327348711 313.4795460216701 12.55496486276388 8626.687450569123 leaf_count=21 29 21 35 26 38 45 970 43 25789 internal_value=-3.77112e-06 -9.80767e-06 -0.00566785 0.00110475 8.20112e-06 1.6333e-05 3.78924e-06 -0.00646177 2.28541e-05 internal_weight=9021.25 9014.63 28.6013 17.9463 8986.03 8979.07 8966.53 26.3617 8940.17 internal_count=27017 26996 90 55 26906 26885 26847 88 26759 is_linear=0 shrinkage=0.03 Tree=787 num_leaves=22 num_cat=0 split_feature=10 6 9 9 13 9 6 8 3 9 5 11 9 3 7 11 11 9 9 13 8 split_gain=0.400161 1.8424 1.7271 3.24824 3.20579 2.79646 3.12832 2.48481 3.6177 2.47419 2.94535 2.78856 2.26041 1.91711 0.791434 3.84949 1.32085 0.704432 0.949875 0.841779 0.601084 threshold=1.5000000000000004 0.3000000000000001 4.7000000000000002 6.9000000000000012 3.9000000000000008 6.5000000000000009 1.3 6.5000000000000009 1.3 3.3000000000000003 1.0950000000000004 0.83333333333333337 5.3000000000000016 1.3 1.0000000180025095e-35 -0.83333333333333315 1.0000000180025095e-35 10.500000000000002 10.100000000000001 0.70000000000000018 3.9000000000000004 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=14 -2 4 5 9 12 -7 8 -5 10 -3 -11 -4 -6 15 -1 -17 18 19 -16 -21 right_child=1 2 3 7 13 6 -8 -9 -10 11 -12 -13 -14 -15 17 16 -18 -19 -20 20 -22 leaf_value=0.012690778957326612 -0.015346685419098973 0.010726379429086351 -0.0056122853746168036 0.023472705850648652 -0.017119959408085521 -0.02619706877311884 -0.0011734555211183567 -0.0094556837184929105 0.0033788327159646938 0.0053145494881842769 -0.0091298856511974249 0.018587957127567386 0.001929189090306406 0.0048679434915826197 -0.0092793040549376121 -0.024588403230301384 -0.0064113352722335011 0.0087882899482469145 -0.010508880213084052 0.00046731774108746871 -0.00016668561074886958 leaf_weight=6.8863948211073902 6.1102358214557162 10.289642482995989 58.579163253307343 12.022606968879698 9.8146188110113126 8.8774632960557955 9.110679090023039 7.0527581647038451 24.490543555468321 81.815680742263794 19.398286528885365 17.247850522398949 91.864244259893894 5.607962653040885 8.818192705512045 6.5035350471734992 8.0529129803180677 8.166688457131384 7.773323878645896 1808.1688601002097 5263.623586287722 leaf_count=23 33 39 214 40 39 36 32 30 85 301 69 59 341 20 36 31 37 27 33 6166 19326 internal_value=1.46225e-05 0.000987225 0.00126744 -0.000455336 0.00380065 -0.00234394 -0.013523 0.00684627 0.0099951 0.00534893 -0.00224783 0.00762557 -0.00100729 -0.00912471 -3.48796e-05 -0.00578971 -0.0145325 -1.74909e-05 -2.76363e-05 -1.61296e-05 -4.57889e-06 internal_weight=7480.28 362.282 356.172 211.997 144.174 168.432 17.9881 43.5659 36.5132 128.751 29.6879 99.0635 150.443 15.4226 7117.99 21.4428 14.5564 7096.55 7088.38 7080.61 7071.79 internal_count=27017 1338 1305 778 527 623 68 155 125 468 108 360 555 59 25679 91 68 25588 25561 25528 25492 is_linear=0 shrinkage=0.03 Tree=788 num_leaves=12 num_cat=0 split_feature=5 5 12 5 4 11 0 9 9 8 9 split_gain=0.497303 0.601296 2.16302 0.984009 2.1813 0.790278 1.72879 1.31503 0.538368 2.29931 0.797946 threshold=3.2350000000000008 2.9150000000000005 4.3000000000000016 2.8350000000000004 1.4950000000000008 -2.8333333333333326 350.00000000000006 6.1000000000000005 9.5000000000000018 6.1000000000000005 9.3000000000000025 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 6 -1 -8 10 -10 -7 right_child=-2 2 -4 4 -6 8 7 -9 9 -11 -12 leaf_value=-0.0043944567427546717 -0.0084186411077713449 0.017924483748844776 -0.0028611699408380565 0.0069340043849402348 -0.018392848453950925 -2.3658587151214258e-05 0.021585933565414897 0.0023833963036435776 -7.5325198645303455e-05 0.018462669452078379 -0.0077251656868135392 leaf_weight=9.0187163949012774 6.3244240880012503 7.4469797164201763 11.408811658620833 5.0772975087165815 7.7049350515007973 7736.2966835349798 6.9537899047136289 5.9611785486340523 31.051204100251198 7.4703146815299979 12.126757994294165 leaf_count=28 21 27 39 20 24 26661 22 21 94 25 35 internal_value=-9.60393e-06 -2.82092e-06 0.005348 -1.57202e-05 -0.00833264 -2.10639e-06 0.00568439 0.0127226 -1.81237e-05 0.00351967 -3.57119e-05 internal_weight=7846.84 7840.52 18.8558 7821.66 12.7822 7808.88 21.9337 12.915 7786.94 38.5215 7748.42 internal_count=27017 26996 66 26930 44 26886 71 43 26815 119 26696 is_linear=0 shrinkage=0.03 Tree=789 num_leaves=31 num_cat=0 split_feature=0 4 8 9 2 7 4 8 11 11 3 6 12 11 2 13 13 4 2 5 6 8 11 4 6 11 8 9 10 9 split_gain=0.481149 2.56472 3.38185 3.40977 3.3348 3.27296 6.78625 5.02184 5.02205 3.1099 4.47037 2.86705 4.28874 3.74469 3.66654 2.85093 2.47736 2.0946 2.05188 1.99017 1.95161 2.93799 1.95156 1.9356 3.05619 5.35272 2.07254 1.93238 1.67345 1.44622 threshold=525.00000000000011 1.2750000000000006 5.5000000000000009 2.9000000000000004 0.90000000000000013 1.1000000000000003 1.3450000000000006 5.7000000000000002 -0.66666666666666619 2.1666666666666674 2.9000000000000004 0.50000000000000011 3.3000000000000007 0.50000000000000022 2.1000000000000005 1.7000000000000004 4.3000000000000016 2.2950000000000013 1.5000000000000002 1.1750000000000005 1.9000000000000001 4.5000000000000009 -0.66666666666666619 1.2350000000000005 0.90000000000000013 -0.33333333333333309 6.1000000000000005 4.9000000000000012 -0.33333333333333331 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=29 2 3 20 5 7 19 15 -9 10 -5 12 14 -14 -6 -3 17 -13 -18 -7 21 -2 -8 24 26 -26 -4 -25 -29 -1 right_child=1 4 23 9 11 6 22 8 -10 -11 -12 16 13 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 27 25 -27 -28 28 -30 -31 leaf_value=0.0046561339108180761 -0.0089273398924833852 -0.017380287252725484 0.022850444364651331 0.001476988044516913 0.011665988999663533 -0.0049825846690280031 0.0040460585843572839 -0.0057615471600528717 0.018277385507396868 0.019003195543956897 -0.01818143612891418 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6.8732167780399305 6212.7808576896787 leaf_count=165 81 42 34 2134 217 25 83 38 67 32 61 3945 166 114 50 133 72 385 78 87 29 31 222 28 98 147 24 21 20 18388 internal_value=-3.75127e-06 0.000326894 0.00163265 0.000891644 -0.000315359 -0.00366203 -0.00642772 0.000889864 0.00985668 0.00140689 0.00118915 0.000170727 0.00399147 -0.000890793 0.00895493 -0.00480973 -0.000248492 -0.000485886 0.00622128 -0.0172357 -0.00674619 -0.00381341 -0.0025452 0.00615898 0.00438435 0.00183119 0.0147709 0.0138483 0.0064584 -0.00014893 internal_weight=9021.07 2752.42 907.466 779.804 1844.96 233.985 145.55 88.4348 34.3671 730.524 721.595 1610.97 159.282 80.2978 78.9843 54.0676 1451.69 1400.31 51.381 38.467 49.2805 39.7 107.083 127.661 103.723 83.2572 20.4658 23.9383 13.6658 6268.65 internal_count=27017 8464 2740 2368 5724 697 417 280 105 2227 2195 5027 547 280 267 175 4480 4330 150 112 141 112 305 372 303 245 58 69 41 18553 is_linear=0 shrinkage=0.03 Tree=790 num_leaves=30 num_cat=0 split_feature=5 5 2 4 5 7 13 9 11 2 13 4 7 4 5 6 5 9 3 5 10 10 9 8 6 2 3 4 2 split_gain=0.399484 2.53586 2.82177 4.69544 1.96546 2.0302 4.31919 2.10291 3.13836 1.82888 1.98919 2.06931 1.8067 1.51942 1.28971 7.11616 1.6838 3.129 3.86029 2.23724 3.68889 1.79929 1.68854 1.66315 1.65253 0.783386 0.671358 0.390884 0.00216223 threshold=0.88500000000000023 0.8650000000000001 2.5000000000000004 1.9100000000000006 0.92500000000000027 0.70000000000000007 1.9000000000000001 2.3000000000000003 0.50000000000000022 1.3 2.5000000000000004 1.1550000000000007 2.9000000000000004 0.95000000000000018 0.93000000000000027 1.9000000000000001 0.97000000000000031 3.5000000000000004 1.1000000000000003 0.99000000000000021 0.83333333333333337 0.83333333333333337 3.1000000000000005 4.5000000000000009 1.1000000000000003 1.9000000000000001 0.70000000000000007 1.1750000000000005 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 12 5 -2 -7 -8 -9 10 -3 -12 13 -1 15 23 17 18 -16 20 -18 -19 -21 27 -25 28 -11 -6 -5 right_child=4 9 -4 25 14 6 7 8 -10 26 11 -13 -14 -15 16 -17 19 21 -20 22 -22 -23 -24 24 -26 -27 -28 -29 -30 leaf_value=-0.006634795577868305 -0.0095375491451187115 0.0091992587722211985 0.019110788799318663 -0.0241380983559135 -0.026873377133693175 0.030001670079577058 -0.012834916396144662 0.0022002954908223005 0.017812697987847268 -0.0084049566053973242 -0.022365594793257046 -0.0011626487423187129 0.014775237817584795 0.0010655185892834028 -0.010467834750069951 0.024039568331957212 -0.008308615293771214 0.0093713408803279899 0.010408578039464537 0.0018846134172791813 0.0092519622685007397 -0.0027334462291960424 -9.4834935263169869e-05 -0.016591814224241844 0.0044070519252285183 -0.0069209434261102614 -0.021917299330480575 -0.015738631201406141 -0.023179014145942024 leaf_weight=26.67041402310133 8.5552739426493627 7.8820971995592144 6.8188541382551184 4.0037000700831396 5.9232060015201622 6.1527264192700377 6.2228862196207038 57.591070309281349 14.506874486804007 5.3232117220759383 6.5182837247848537 11.366526544094084 7.7667640298604956 170.47383503615856 24.124524168670177 5.7144125550985327 61.106340229511261 61.358231939375401 11.905871570110319 412.48146985471249 13.068710587918757 13.479608356952665 6495.3487037438899 6.6645148396491987 6.8290049582719803 3.5937071219086638 8.747166305780409 5.446604922413826 4.4860453009605408 leaf_count=102 32 26 35 20 21 21 23 204 53 23 23 39 28 626 92 19 235 214 43 1417 47 49 23463 30 26 21 38 20 27 internal_value=1.41306e-05 -0.00113287 0.000108412 -0.00048872 5.60358e-05 0.00438842 0.00579881 0.00389748 0.00534168 -0.00810665 -0.00335667 -0.00889026 0.000582917 2.37912e-05 -5.43022e-07 -0.0061485 2.59611e-05 0.00369407 -0.00356944 -3.22852e-05 -0.00521466 0.00719106 2.33622e-05 -0.0130867 -0.00596439 -0.0186615 -0.0168052 -0.0215394 -0.0236313 internal_weight=7480.13 263.651 223.813 216.994 7216.48 93.0288 84.4736 78.3208 72.0979 39.8373 25.7669 17.8848 204.911 197.144 7123.45 30.5777 7092.87 110.868 36.0304 6982.01 74.1751 74.8378 6907.83 24.8633 13.4935 12.0835 14.0704 11.3698 8.48975 internal_count=27017 1008 859 824 26009 333 301 280 257 149 88 62 756 728 25676 116 25560 398 135 25162 282 263 24880 97 56 68 61 41 47 is_linear=0 shrinkage=0.03 Tree=791 num_leaves=31 num_cat=0 split_feature=8 10 0 12 10 2 2 8 9 5 10 5 9 12 12 7 5 4 9 10 5 8 4 2 5 4 4 5 4 0 split_gain=0.483957 2.14073 6.65708 3.10822 1.65259 3.47258 3.42259 3.78124 3.35019 2.986 2.91705 5.67935 2.84015 2.75365 2.539 3.66075 3.30317 5.04947 2.57261 2.48191 2.42526 2.37639 2.35767 2.21496 2.16071 3.99594 2.52882 2.11332 4.88714 2.43079 threshold=4.5000000000000009 2.1666666666666674 200.00000000000003 3.5000000000000004 1.0000000180025095e-35 1.1000000000000003 0.70000000000000007 4.9000000000000012 3.7000000000000006 2.2850000000000006 1.1666666666666672 1.4250000000000007 2.7000000000000006 4.3000000000000016 2.9000000000000008 2.1000000000000005 1.1950000000000005 2.1050000000000009 7.1000000000000005 -2.1666666666666656 1.2350000000000008 5.5000000000000009 1.5650000000000008 2.5000000000000004 1.9100000000000006 1.7400000000000007 0.88500000000000023 2.225000000000001 1.4850000000000005 725.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 14 6 9 8 -8 21 27 12 -12 -13 19 16 17 -16 23 22 -18 -6 -2 -17 26 -26 -21 29 -29 -7 right_child=4 2 3 -5 5 10 7 -9 -10 -11 11 13 -14 -15 15 18 20 -19 -20 24 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00019750612101270099 -0.0028507869770041565 0.035938637279167747 -0.017164670089707131 0.0097514559079272672 0.0016458968740668909 -0.0027800008820982485 -0.015677037933806034 0.0042225586354024194 -0.00020888157484039496 -0.020856892761406242 0.023494813264951842 -0.0042175751348335977 0.0042187919535845572 0.0031576809961332514 -0.010113733178166625 -0.0051645737055010495 0.013336705547936726 0.014822493073785893 0.016228916251266826 -0.006918590722902072 0.0021256716459114489 -0.005568537392832331 -0.024138501211402919 -0.022563075941306 -0.0021605963253057167 -0.018891962121955978 0.00020352739225149198 0.017932525083945772 -0.0021893104667812372 -0.010309745258955177 leaf_weight=3402.4785204082727 12.204847857356073 6.2008114606142071 6.2640641480684307 10.06627371907234 90.237715363502502 766.93410214036703 14.955156855285166 300.43732099235058 80.084257423877716 7.6109997481107703 7.2585362046957007 182.53770699724555 131.70034776628017 60.716051414608955 40.53033471852541 45.670003157109022 17.724691428244114 8.9162693582475168 4.3856955021619788 46.31645455956459 859.09184861369431 75.449654623866081 7.5969615243375292 7.6950126849114886 104.2633328139782 14.652324907481669 1435.2617471646518 14.38058429956436 44.415300443768501 40.63015385530889 leaf_count=10777 44 19 24 33 272 2881 53 973 246 23 33 662 623 229 233 224 85 83 15 140 3044 242 45 75 298 51 5080 45 141 324 internal_value=-9.1578e-06 0.000258539 0.00947528 -0.000573152 -0.000216516 -0.000910802 0.00103216 0.00257268 -0.00264291 -0.00248337 -0.0017959 0.000387245 0.00522568 -0.00237671 0.000267974 0.00146997 0.00192687 -0.0056172 -0.00585818 -0.000462005 0.0023523 -0.00163937 -0.0110178 -0.00767337 -0.000331405 -0.00422217 -1.91212e-05 -0.00275904 0.00273219 -0.00315884 internal_weight=7846.67 3425.01 22.5311 16.3303 4421.66 1817.35 568.775 395.477 95.0394 173.298 1248.57 382.213 138.959 243.254 2604.31 984.014 926.263 49.4466 57.7507 1620.3 876.817 165.687 19.8018 53.365 1600.49 118.916 1481.58 866.36 58.7959 807.564 internal_count=27017 10853 76 57 16164 6747 1809 1272 299 537 4938 1547 656 891 9417 3759 3445 316 314 5658 3129 514 89 299 5569 349 5220 3391 186 3205 is_linear=0 shrinkage=0.03 Tree=792 num_leaves=22 num_cat=0 split_feature=4 4 4 4 5 5 10 2 13 11 7 6 9 11 4 4 0 13 4 9 4 split_gain=0.47623 1.07749 0.707338 3.18454 2.93835 3.28313 2.63135 2.07554 3.08249 3.08015 1.53733 2.56813 1.48711 1.4698 1.42759 2.64807 1.69332 1.22303 0.9397 3.57404 0.996806 threshold=2.975000000000001 3.0750000000000006 2.5350000000000006 2.5050000000000012 1.7250000000000003 1.3250000000000008 -1.8333333333333328 2.9000000000000004 2.3000000000000007 0.83333333333333337 1.3 1.1000000000000003 4.9000000000000012 0.33333333333333326 2.3550000000000009 2.3750000000000009 725.00000000000011 2.3000000000000007 2.2850000000000006 4.7000000000000002 2.2350000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 14 5 -5 -4 8 9 -8 13 -12 -10 -9 18 17 -17 -16 20 -20 -1 right_child=1 -3 6 4 -6 -7 7 10 12 -11 11 -13 -14 -15 15 16 -18 -19 19 -21 -22 leaf_value=-3.3878767096028316e-05 -0.013847605567460229 0.00236495686316792 0.022698545428516528 -0.0051246079769933948 0.0040619142613451042 -0.037719676706937016 -0.015976598615837653 0.026194391425709205 -0.0016710359236547334 0.0070565535174532887 -0.0059005464949070082 0.020876124856031932 0.013116306577873188 0.005118605738371469 0.0070738684165874387 -0.0019355871180272595 0.0082071648144821634 0.023103046167025489 0.0068955909173636053 -0.0086801749221582965 0.0039056217257513598 leaf_weight=8698.5434179715812 7.0667140036821348 7.7195479869842529 5.5561199709773055 5.3564535081386584 5.9508809447288504 5.784675620496273 18.623231247067455 6.1908606737852114 12.940053783357145 7.263136774301528 11.237460292875765 4.5203680619597426 11.614605531096457 5.7384962439537048 9.4468669593334216 47.681395888328552 21.490883842110634 7.8390289843082419 19.421279892325401 41.785306669771671 58.192417845129967 leaf_count=25850 24 27 26 20 20 20 64 27 52 25 55 22 43 21 37 155 92 34 75 130 198 internal_value=-3.89212e-06 -0.00538342 4.94093e-06 -2.08099e-05 -0.0129577 -0.0220486 0.00275021 0.00133158 -0.00229111 -0.00951401 0.00793145 0.00178074 0.00532353 0.0160561 4.02252e-06 0.00384023 0.00121563 0.014343 -3.35907e-05 -0.00373788 -7.69903e-06 internal_weight=9019.96 14.7863 9005.18 8921.49 17.092 11.1411 83.6843 78.1282 50.441 25.8864 27.6872 15.7578 24.5547 11.9294 8904.4 86.4582 69.1723 17.2859 8817.94 61.2066 8756.74 internal_count=27017 51 26966 26631 60 40 335 309 184 89 125 77 95 48 26571 318 247 71 26253 205 26048 is_linear=0 shrinkage=0.03 Tree=793 num_leaves=31 num_cat=0 split_feature=2 5 5 0 5 11 4 10 11 4 13 2 11 7 8 0 6 7 5 7 5 4 4 4 5 13 5 10 9 4 split_gain=0.395183 2.41149 2.69905 1.88514 1.55875 4.95009 2.68953 2.43088 3.31842 2.10399 1.24592 0.813351 3.26291 3.92952 4.53932 4.35113 3.45403 5.82755 3.55523 3.68988 3.25174 2.21526 3.03968 2.05661 0.726112 0.649055 2.61072 2.74044 3.50757 2.78645 threshold=0.3000000000000001 1.0750000000000008 1.9750000000000003 475.00000000000006 1.6100000000000005 -0.33333333333333331 1.0350000000000008 -0.49999999999999994 -0.83333333333333315 1.1350000000000007 2.9000000000000008 0.50000000000000011 -1.0000000180025095e-35 1.9000000000000001 3.9000000000000004 350.00000000000006 1.1000000000000003 0.50000000000000011 1.0550000000000006 1.3 0.98000000000000043 1.1450000000000007 0.95000000000000018 1.3050000000000008 1.3650000000000007 3.9000000000000008 0.67500000000000016 0.33333333333333326 2.9000000000000004 1.3950000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 4 -4 7 6 -6 24 -9 -7 -1 12 13 14 15 -2 18 -18 -14 -20 -19 22 -15 -16 -3 -13 -27 28 -28 -29 right_child=11 2 3 -5 5 9 -8 8 -10 -11 -12 25 16 21 23 -17 17 20 19 -21 -22 -23 -24 -25 -26 26 27 29 -30 -31 leaf_value=0.001612107060692218 0.025547791094380934 0.015027874527472175 -0.025288769755210293 -0.0010288564561309762 0.008152901126965607 0.0091565316962912199 0.034923078529118232 -0.019722057347631612 0.0016245642366675222 -0.010709961769706981 -0.015368477004319139 0.00014779632143111269 -0.021020220745689419 0.016956508872340251 -0.0073849386755381208 0.0020454367445689281 0.015320506250819026 0.0067531139678678126 -0.0017471580361149656 0.014208404996466452 -0.00949818890236305 0.021647203466922189 -0.012065013062099783 0.0031334386474056752 0.0048192084566120036 0.016722359687597544 -0.011826253976367662 0.004626625668481381 -0.0016789975002363311 -0.0020073411502603794 leaf_weight=6.1585374474525478 9.9223575666546804 12.481873244047167 4.6951113045215589 7.4681207537651062 5.8416688144206992 10.571402534842493 8.0077942460775358 7.6413233876228324 46.066415190696716 8.7847577035427076 10.552333503961561 6334.2299792021513 5.4060281366109839 7.3066684305667895 55.881370179355145 24.832828149199486 10.362905055284498 12.184355184435843 33.425193473696709 21.393811598420143 122.37647049129009 12.625681802630423 5.8476058542728424 23.879044651985168 12.601038083434103 7.5297761112451544 33.283283524215221 124.62412092834711 388.76964662224054 104.98839106410742 leaf_count=21 32 41 20 34 20 36 26 26 151 30 39 22971 20 24 204 84 35 42 114 73 439 42 20 85 41 28 121 420 1380 398 internal_value=1.45809e-05 0.0015885 0.0030285 -0.0103934 0.00448617 0.00993797 0.0236315 0.00218856 -0.00141255 0.00014016 -0.00911054 -1.56306e-05 -0.00143666 0.00208906 -0.000293136 0.00875519 -0.0038478 -0.00635719 0.00219073 0.0044797 -0.00802665 0.0126709 0.00405527 -0.0042359 0.00989929 5.45617e-05 -0.000841333 -0.00104428 -0.00247921 0.0015933 internal_weight=7479.74 140.87 124.16 12.1632 111.996 33.2056 13.8495 78.7906 53.7077 19.3562 16.7109 7338.87 345.444 140.296 114.516 34.7552 205.149 144.924 60.225 54.819 134.561 25.78 13.1543 79.7604 25.0829 6993.43 659.195 651.665 422.053 229.613 internal_count=27017 485 425 54 371 112 46 259 177 66 60 26532 1214 491 405 116 723 516 207 187 481 86 44 289 82 25318 2347 2319 1501 818 is_linear=0 shrinkage=0.03 Tree=794 num_leaves=12 num_cat=0 split_feature=5 5 9 0 5 10 11 5 9 5 10 split_gain=0.480727 0.57124 2.1635 1.20484 0.953809 2.09492 0.755827 1.74425 2.03019 0.525116 0.510704 threshold=3.2350000000000008 2.9150000000000005 8.5000000000000018 475.00000000000006 2.8350000000000004 -1.0000000180025095e-35 -2.8333333333333326 2.1350000000000011 5.9000000000000012 2.7950000000000004 -2.1666666666666656 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 -6 7 8 -1 10 -8 right_child=-2 2 -4 -5 5 -7 9 -9 -10 -11 -12 leaf_value=0.010015784299413908 -0.0082701799064671382 0.02159792186367018 -0.0091069992234123018 0.0029607529127210425 -0.020763852197559069 0.003569921623915783 -0.0023603825642369227 0.018345019700456208 -0.011954796897704368 0.0077980934659330385 -4.141341446208614e-08 leaf_weight=8.2708749920129794 6.3350667953491202 6.3611809536814707 6.3037361949682227 6.1305234879255295 6.1740435510873795 6.5750856325030309 83.395648721605539 6.6787443384528151 6.9795248657464972 7.7291797846555701 7694.7413756605238 leaf_count=25 21 24 19 23 19 25 355 25 21 26 26434 internal_value=-9.42617e-06 -2.75055e-06 0.00522101 0.0124514 -1.5305e-05 -0.00821424 -1.91722e-06 0.00555982 -3.93106e-05 -1.7582e-05 -2.53485e-05 internal_weight=7845.67 7839.34 18.7954 12.4917 7820.54 12.7491 7807.8 21.9291 15.2504 7785.87 7778.14 internal_count=27017 26996 66 47 26930 44 26886 71 46 26815 26789 is_linear=0 shrinkage=0.03 Tree=795 num_leaves=10 num_cat=0 split_feature=8 8 10 4 4 4 4 0 4 split_gain=0.474572 0.991724 2.37966 2.11009 0.822907 1.0679 1.18594 2.65519 0.64198 threshold=1.0000000180025095e-35 1.7000000000000004 1.0000000180025095e-35 0.73500000000000032 0.53500000000000014 0.61500000000000021 0.68500000000000016 350.00000000000006 0.88500000000000023 decision_type=2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -3 -6 7 -7 -8 right_child=1 4 -4 -5 5 6 8 -9 -10 leaf_value=0.008030919048879431 0.013025076892951938 -0.010317466933385266 -0.016865462852082985 -0.0077828684801989701 0.0087557218835060176 -0.01721093906995105 0.0013559424986455068 0.0020192014982078469 -2.58914848984562e-05 leaf_weight=6.6114322096109381 7.6299339681863847 6.9410694241523734 10.596770472824572 10.31708551943302 12.565607264637945 11.45147228240967 313.58979944512248 14.831572607159613 8624.9570401981473 leaf_count=21 23 21 35 32 38 39 970 49 25789 internal_value=-3.70074e-06 -9.59456e-06 -0.00559265 0.00106335 8.14315e-06 1.61266e-05 3.87672e-06 -0.00635933 2.25872e-05 internal_weight=9019.49 9012.88 28.5438 17.947 8984.34 8977.4 8964.83 26.283 8938.55 internal_count=27017 26996 90 55 26906 26885 26847 88 26759 is_linear=0 shrinkage=0.03 Tree=796 num_leaves=23 num_cat=0 split_feature=8 2 4 4 0 12 4 0 7 7 3 7 6 3 4 13 9 9 8 5 0 4 split_gain=0.392649 1.81001 2.33982 3.59673 3.4225 2.22852 3.34379 2.18896 3.14087 2.02494 1.92059 1.54035 1.89661 1.51414 1.46454 0.965271 1.14329 1.49709 0.849324 2.83422 1.27054 0.635306 threshold=2.9000000000000004 0.50000000000000011 1.0150000000000006 1.0050000000000006 525.00000000000011 1.5000000000000002 1.1250000000000007 350.00000000000006 2.5000000000000004 0.90000000000000013 0.90000000000000013 1.5000000000000002 1.3 0.90000000000000013 0.81500000000000028 5.9000000000000012 1.5000000000000002 1.7000000000000004 3.9000000000000004 2.0450000000000008 200.00000000000003 0.94500000000000017 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 4 10 6 -4 9 -9 -7 -3 12 -1 -6 -14 16 -2 -18 19 -19 -20 -13 right_child=15 2 5 -5 13 7 -8 8 -10 -11 -12 21 14 -15 -16 -17 17 18 20 -21 -22 -23 leaf_value=-0.016992914282202235 -0.014084788645501877 -0.008238531341477973 0.023902773239790884 0.025203335200000659 0.017326850680395692 -0.017250549245142431 -0.0035490262614964992 -5.0462752052140051e-05 -0.019110785031838721 -0.0045318279808720637 0.0013370301844132983 -0.0087097623939317061 0.012499401168155419 0.0050321840370260943 -0.0051555735138632342 0.0098908848157249606 0.011300579209043628 0.00031581710848802767 0.00072752051070671439 0.0053181742489564893 -0.00035921938864318136 -0.021863517292609221 leaf_weight=6.0913245975971249 5.1413559317588797 25.992533579468727 7.3297911733388927 6.1990671306848517 13.497526139020918 14.028044655919073 8.7730472683906537 181.40947563946247 8.12964368611574 57.216894254088402 68.618895135819912 6.4762229323387128 7.4535436928272274 27.147320374846458 9.7738112062215787 8.9947922080755216 10.661470293998716 1308.3702914342284 1246.7525038570166 110.54882279783487 4334.1139655411243 6.7479856014251709 leaf_count=22 23 91 24 21 43 58 30 645 31 212 239 24 26 93 37 36 31 4347 4339 427 16193 25 internal_value=1.41993e-05 -0.000839977 -0.000280675 0.0028583 0.00183419 -0.00188431 0.00894666 -0.0025531 -0.000867991 -0.00703613 -0.00129366 -0.00724286 -0.00260453 0.00911505 0.00248298 6.95125e-05 5.69204e-05 6.72917e-05 5.01821e-05 0.000705554 -0.000116444 -0.0154218 internal_weight=7479.47 454.885 418.342 141.455 135.256 276.887 16.1028 260.784 189.539 71.2449 94.6114 36.5429 23.3187 40.6448 17.2274 7024.58 7015.59 7010.45 6999.79 1418.92 5580.87 13.2242 internal_count=27017 1621 1487 487 466 1000 54 946 676 270 330 134 85 136 63 25396 25360 25337 25306 4774 20532 49 is_linear=0 shrinkage=0.03 Tree=797 num_leaves=28 num_cat=0 split_feature=3 2 8 10 0 12 9 11 5 12 10 4 10 2 2 10 5 7 3 12 10 5 11 4 13 12 13 split_gain=0.464033 1.95161 0.521743 2.132 6.72745 2.99797 1.52562 3.35816 2.15275 1.58408 1.47749 1.99095 1.45936 3.14998 3.20822 2.88877 2.29763 2.89884 2.28167 1.31286 3.84567 4.75208 2.53164 1.92246 2.81773 2.24964 1.10284 threshold=1.0000000180025095e-35 1.3 4.5000000000000009 2.1666666666666674 200.00000000000003 3.5000000000000004 8.9000000000000021 -0.33333333333333309 1.9100000000000006 3.3000000000000007 1.0000000180025095e-35 1.5450000000000006 1.0000000180025095e-35 1.1000000000000003 0.70000000000000007 1.1666666666666672 1.2450000000000008 2.1000000000000005 0.90000000000000013 3.9000000000000008 0.33333333333333326 1.2350000000000008 -0.66666666666666663 1.7400000000000007 3.9000000000000008 2.7000000000000006 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 19 -5 -6 12 8 -8 -10 11 -9 16 14 -14 -15 17 -4 -18 23 21 -21 -22 25 -25 -2 -12 right_child=2 -3 6 4 5 -7 7 10 9 -11 26 -13 13 15 -16 -17 18 -19 -20 20 22 -23 -24 24 -26 -27 -28 leaf_value=0.0042122656570474171 0.00046266269647157466 -0.022841812251016922 -0.0022694493677736529 0.036365731373170278 -0.016966259338291361 0.0095327560640624219 0.011593305844445446 0.0035858142914826766 -0.020087916450035128 -0.0021083837683203198 -0.00331177023527889 0.025026740947737693 -0.0024942588305172332 -0.0027554738800629626 0.0024261996243775076 0.00040756210590687933 -0.0019757076577270986 0.0038946432717255289 0.0010645937714884735 0.027673595856727577 0.014787537971832757 -0.0019663670382359141 0.0040113133806103773 0.0023022361351421193 0.018585456336003652 -0.0012865978505390248 0.013006037913804901 leaf_weight=6.0881221145391446 2010.8159813135862 3.9611490983515978 518.18458708189428 6.103790462017062 6.2063921093940762 10.08823937922716 6.4612943083047893 6.1185193955898347 6.7853699326515224 12.599336117506025 7.9949230104684812 10.738906875252722 171.79577818512917 852.34507148712873 389.99142261594534 373.84210589528084 255.18178074620664 79.152128687128425 1716.6576247867197 5.0380926504731169 24.830132603645325 144.39176572114229 93.515822265297174 122.89430168271065 10.3716893941164 986.19417910277843 6.9838282465934753 leaf_count=26 6313 33 2139 18 24 33 20 19 20 39 25 34 533 3350 1254 1516 969 389 5802 26 83 454 293 494 37 3054 20 internal_value=-9.28251e-06 -0.00645172 -1.01966e-06 0.000277104 0.00950238 -0.00056034 -0.000216499 0.00463044 -0.00340325 -0.00840189 0.0111525 0.0172446 -0.000280666 -0.000938804 0.000921512 -0.00179112 0.000177354 -0.00145266 0.000671139 0.000216295 0.00223244 -0.000967043 0.00627227 4.38263e-05 0.00356951 -0.000112948 0.00429639 internal_weight=7845.33 10.0493 7835.28 3420.45 22.3984 16.2946 4414.83 57.6822 25.846 19.3847 31.8362 16.8574 4357.15 1787.97 561.787 1226.19 2569.18 597.337 1971.84 3398.05 267.776 149.43 118.346 3130.28 133.266 2997.01 14.9788 internal_count=27017 59 26958 10829 75 57 16129 177 79 59 98 53 15952 6653 1787 4866 9299 2528 6771 10754 856 480 376 9898 531 9367 45 is_linear=0 shrinkage=0.03 Tree=798 num_leaves=18 num_cat=0 split_feature=13 13 4 8 13 4 2 7 5 5 10 5 9 10 12 11 7 split_gain=0.482523 0.542824 0.512349 2.76936 2.93539 2.71881 4.85054 3.97551 2.86261 2.5571 2.51613 4.95052 1.98167 1.88355 1.62509 1.80085 1.5787 threshold=6.1000000000000005 5.9000000000000012 1.7100000000000002 5.3000000000000016 1.1000000000000003 1.6600000000000006 1.5000000000000002 1.7000000000000004 2.0450000000000008 1.1650000000000007 -1.1666666666666663 1.4550000000000007 8.9000000000000021 -0.49999999999999994 4.9000000000000012 0.83333333333333337 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 13 14 8 -8 -7 -6 11 -5 -12 -4 16 -16 -1 right_child=-2 -3 3 10 9 6 7 -9 -10 -11 12 -13 -14 -15 15 -17 -18 leaf_value=-5.1000862463961942e-05 0.0071169456671179628 -0.0085558162618696934 -0.0016004072478033025 0.0029079807426150958 0.0018055672744348595 4.4637939205939644e-05 0.008936423107786062 -0.001364432860634017 -0.015508012945882908 -0.0030280571658077562 0.0010407072732353448 -0.0066609647695558575 -0.009951475571748622 0.018639483335872065 -0.0013212623363319954 -0.016610054392389835 0.003075791192718196 leaf_weight=6399.1839860230684 8.555180758237837 6.6862951368093482 7.0049044340848949 82.592101819813251 118.35727079212666 137.58759132027626 127.76652780175209 45.810311749577522 11.544880919158457 587.16523738577962 1164.8666822053492 118.43563374876976 14.950095079839228 10.111437767744063 18.608906626701359 11.051869895309208 148.70312084257603 leaf_count=18952 25 20 21 286 369 385 380 130 45 1732 3661 357 50 32 99 60 413 internal_value=-4.3581e-06 -1.11196e-05 -4.7742e-06 -0.000414653 -0.00191936 0.000120174 0.00280864 0.00621783 -0.00115935 -0.00221718 0.000372808 -0.00272957 0.000901419 0.0103563 -1.17283e-05 -0.007018 2.00089e-05 internal_weight=9018.98 9010.43 9003.74 2103.48 722.639 6900.26 322.709 173.577 149.132 705.523 1380.84 201.028 1179.82 17.1163 6577.55 29.6608 6547.89 internal_count=27017 26992 26972 6508 2154 20464 940 510 430 2101 4354 643 3711 53 19524 159 19365 is_linear=0 shrinkage=0.03 Tree=799 num_leaves=17 num_cat=0 split_feature=10 6 5 9 9 4 8 3 11 7 11 11 9 9 13 8 split_gain=0.399703 1.79187 1.70008 1.83123 4.06432 2.75967 2.38474 3.40757 1.76535 0.764052 3.72694 1.30667 0.680022 0.912388 0.811269 0.561402 threshold=1.5000000000000004 0.3000000000000001 0.82000000000000028 6.9000000000000012 6.3000000000000016 1.6550000000000002 6.5000000000000009 1.3 -1.4999999999999996 1.0000000180025095e-35 -0.83333333333333315 1.0000000180025095e-35 10.500000000000002 10.100000000000001 0.70000000000000018 3.9000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 -2 -3 4 8 -6 7 -5 -4 10 -1 -12 13 14 -11 -16 right_child=1 2 3 6 5 -7 -8 -9 -10 12 11 -13 -14 -15 15 -17 leaf_value=0.012408277513973756 -0.015199316646919899 0.016070432089876359 0.011551111404473213 0.022792065678288242 -0.0033913199602596993 -0.022776031442838931 -0.0093066511037061331 0.0033501444779479735 0.00069569407059290637 -0.0091341541255830529 -0.024485104524130465 -0.0063136539216446259 0.0086242068103662504 -0.01033632476246925 0.00045031310855273764 -0.00016237097761028185 leaf_weight=6.9129098281264332 6.0529057309031478 6.8429063111543647 14.210475936532019 12.130142673850058 17.484712108969692 10.626975141465662 7.0136393606662741 24.502752643078566 263.29102885723114 8.773004122078417 6.4056362286210051 8.0211709067225438 8.1844880282878858 7.719529800117015 1808.5715453624725 5262.5313333272934 leaf_count=23 33 26 50 40 62 47 30 85 965 36 31 37 27 33 6166 19326 internal_value=1.41893e-05 0.00098641 0.00126153 0.000971385 0.000150452 -0.0107193 0.00671955 0.00978789 0.00125159 -3.52822e-05 -0.00570337 -0.0143819 -1.82361e-05 -2.82161e-05 -1.69767e-05 -5.66515e-06 internal_weight=7479.28 362.156 356.103 349.26 305.613 28.1117 43.6465 36.6329 277.502 7117.12 21.3397 14.4268 7095.78 7087.6 7079.88 7071.1 internal_count=27017 1338 1305 1279 1124 109 155 125 1015 25679 91 68 25588 25561 25528 25492 is_linear=0 shrinkage=0.03 Tree=800 num_leaves=29 num_cat=0 split_feature=2 4 10 7 5 5 3 12 13 5 0 12 5 5 13 11 8 6 6 10 9 6 12 10 8 8 6 5 split_gain=0.46755 2.3748 2.53884 1.74338 4.19958 4.36473 3.21291 3.04284 3.44551 1.81775 1.12084 0.919276 2.98557 1.53662 2.34845 1.89813 1.08038 3.29236 3.97054 4.6116 2.48425 1.40058 3.02429 4.52487 3.53569 1.36372 2.13749 1.11462 threshold=2.3000000000000003 1.3450000000000006 -3.1666666666666661 1.5000000000000002 1.2950000000000006 1.3350000000000006 0.90000000000000013 3.1000000000000005 2.5000000000000004 1.2350000000000008 525.00000000000011 5.1000000000000005 2.0750000000000011 2.2750000000000008 1.7000000000000004 -1.0000000180025095e-35 8.1000000000000014 0.50000000000000011 1.9000000000000001 -0.83333333333333315 4.5000000000000009 0.3000000000000001 2.3000000000000007 -0.49999999999999994 6.1000000000000005 7.3000000000000016 0.90000000000000013 3.0650000000000008 decision_type=2 2 2 2 2 2 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 10 -3 4 6 -6 -4 9 -9 -5 -2 16 -13 -14 -15 -16 21 -18 19 -19 -20 22 23 -1 -24 27 -27 -23 right_child=1 2 3 7 5 -7 -8 8 -10 -11 -12 12 13 14 15 -17 17 18 20 -21 -22 25 24 -25 -26 26 -28 -29 leaf_value=-0.011436237193941167 -0.02587579331152921 0.025190597273247652 -0.019753690877150357 0.033515775788286947 0.018982991553759581 -0.001468457489212075 -0.00345893615097345 0.012571602071736382 -0.0011275020806171606 0.003639205515267896 -0.0057071270794741202 0.023027901785906493 -0.011557346341263848 -0.0087589073710168646 -0.0059464613396248405 0.015082231964393001 0.024843870395965112 -0.013116652961133209 -0.0023183523233126792 0.0030500315352680408 0.02299511076787409 0.0001038002137249832 -0.01124498270748321 0.014996353836770877 0.0066855340868503966 -0.0079871829280182133 -0.00067284594256907773 -0.012058523738395709 leaf_weight=9.394416958093645 4.8053679838776571 3.4009205028414717 19.610427802428603 4.2156428694725028 9.7998262643814069 225.60695773363113 24.491560373455286 19.294644467532635 115.06555529125035 3.2425397019833326 5.1244746670126915 6.5759347081184378 7.0108169019222251 8.9110589772462863 5.1877185851335552 15.130412720143793 5.8650196529924861 20.843721408396959 5.0233119279146221 66.684314981102943 11.425789222121237 6970.3666224330664 47.415222682058811 15.356326214969156 12.508750773966311 47.474810849875212 148.22831338271499 6.7882486730813971 leaf_count=38 21 16 152 28 59 992 179 142 688 18 23 20 21 29 21 56 32 99 20 284 35 22934 186 60 63 233 547 21 internal_value=-8.51772e-06 -0.000964796 -0.000625735 -0.000834123 -0.00220872 -0.000617077 -0.0107046 0.00187507 0.000839742 0.0205266 -0.0154674 4.75745e-05 0.00443069 0.00105613 0.00408156 0.00971309 2.21017e-05 0.00297509 0.00174155 -0.000799865 0.0152648 -2.25916e-05 -0.00385834 0.00496357 -0.0075021 2.26889e-05 -0.0024472 9.19672e-05 internal_weight=7844.85 434.658 424.728 421.327 279.509 235.407 44.102 141.818 134.36 7.45818 9.92984 7410.19 42.8159 36.24 29.2292 20.3181 7367.37 109.842 103.977 87.528 16.4491 7257.53 84.6747 24.7507 59.924 7172.86 195.703 6977.15 internal_count=27017 2318 2274 2258 1382 1051 331 876 830 46 44 24699 147 127 106 77 24552 470 438 383 55 24082 347 98 249 23735 780 22955 is_linear=0 shrinkage=0.03 Tree=801 num_leaves=27 num_cat=0 split_feature=10 2 13 5 5 12 7 5 12 3 4 9 5 6 2 0 5 5 8 0 9 3 5 4 3 7 split_gain=0.477643 1.78238 1.83061 3.75865 2.06166 3.07493 3.54582 2.4103 2.3927 2.89359 2.60126 1.81843 1.50461 2.2612 1.35082 2.25814 1.29493 3.5894 5.35463 2.83001 1.88285 2.44233 1.9263 1.2298 0.664739 0.00675173 threshold=-0.49999999999999994 1.0000000180025095e-35 5.1000000000000005 1.3650000000000007 0.99000000000000021 1.3000000000000003 2.1000000000000005 1.1450000000000007 2.3000000000000007 0.90000000000000013 0.84000000000000041 3.7000000000000006 2.7050000000000005 1.1000000000000003 1.0000000180025095e-35 475.00000000000006 1.4750000000000008 1.4450000000000007 3.7000000000000006 200.00000000000003 8.5000000000000018 1.7000000000000004 2.5850000000000013 1.7950000000000006 3.3000000000000003 1.1000000000000003 decision_type=2 2 2 2 2 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 8 6 -6 -7 10 -10 -3 -4 14 -14 15 -2 17 19 -19 -16 22 -22 -18 24 25 -15 right_child=12 2 3 -5 5 7 -8 -9 9 -11 -12 -13 13 23 16 -17 20 18 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=-0.01448303771606759 0.021046686550096564 0.016814811915358829 -0.0089027506394503252 -0.02165708427455152 -0.0077958480567136661 -0.002277336884529775 0.013833444250191299 0.00073499784695976863 0.00069062574750068857 0.01397222518737206 0.00021022583222354396 0.011859727275291693 0.0060269194274442705 -0.022801806356756455 -0.0018958013695346944 -0.0014647001449107149 0.00040025003316902108 -0.014089968100690199 -0.0020125430679439867 0.00020928027884461849 0.0013509683813630931 -0.0094680123030648333 0.0098897960869603983 -0.0025453215621837944 -0.0088809831032812606 -0.024545275706542125 leaf_weight=7.2918659746646872 7.2080401182174709 9.0550580322742444 7.3403998017311114 10.269100725650786 69.797725409269333 269.45151033252478 7.5602830946445456 2119.5506326258183 25.615957096219063 34.845513314008713 136.36947555840015 7.8635007441043854 8.1162386909127253 4.2335613332688826 747.15447394549847 9.0402434021234495 2716.9496742337942 40.502722933888435 179.28257725387812 2491.1536348238587 35.69701412320137 39.623857349157333 19.389407962560654 6.6664854437112799 4.1894877292215815 3.7875391095876694 leaf_count=23 21 26 21 32 199 778 21 6381 89 110 382 22 37 29 2081 30 8452 119 517 7203 115 161 83 28 39 18 internal_value=-4.49532e-06 0.000329047 0.000369084 -0.00763513 0.000445383 0.000204628 -0.00568199 0.000395242 0.00332945 0.00834516 0.00124413 0.00183566 -0.000147413 -0.00721506 -0.000117063 0.00852177 -0.000139451 -0.000528211 -0.00423821 -0.000276412 0.000338691 -0.00434054 0.000467492 -0.0129085 -0.0185663 -0.0236251 internal_weight=9018.01 2705.01 2697.72 25.473 2672.25 2466.36 77.358 2389 205.886 60.4615 145.425 15.2039 6312.99 26.9933 6286 16.2483 6269.75 3458.09 219.785 3238.31 2811.66 75.3209 2736.34 18.8771 12.2106 8.0211 internal_count=27017 8084 8061 75 7986 7379 220 7159 607 199 408 43 18933 151 18782 51 18731 9920 636 9284 8811 276 8535 114 86 47 is_linear=0 shrinkage=0.03 Tree=802 num_leaves=31 num_cat=0 split_feature=4 4 9 7 5 9 10 4 2 2 4 9 9 5 0 3 10 6 12 9 5 13 5 5 7 2 10 5 10 7 split_gain=0.393469 3.26163 3.14834 2.6128 3.40463 2.97781 5.39014 4.29905 4.755 2.89861 3.07001 3.04308 4.52698 2.58653 2.55765 2.25312 4.0844 2.12549 2.62585 2.1575 2.05736 2.00782 1.90498 3.55806 3.0873 2.79979 1.70582 1.65044 1.57 1.50519 threshold=1.7950000000000006 1.7750000000000004 6.3000000000000016 1.3 1.3050000000000006 3.5000000000000004 1.1666666666666672 2.0850000000000013 1.9000000000000001 0.90000000000000013 1.8850000000000005 7.7000000000000002 6.7000000000000002 0.82000000000000028 475.00000000000006 0.50000000000000011 -0.33333333333333331 0.90000000000000013 3.7000000000000006 4.1000000000000005 1.2150000000000005 1.7000000000000004 0.89000000000000024 1.0750000000000008 2.1000000000000005 1.5000000000000002 -2.8333333333333326 0.76500000000000024 0.33333333333333326 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 26 17 5 22 6 7 8 -2 10 -6 12 -11 -7 -4 16 -15 -3 19 -19 -9 -17 27 24 -24 -25 -1 28 -5 -13 right_child=3 2 14 4 9 13 -8 20 -10 11 -12 29 -14 15 -16 21 -18 18 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.014067472657562283 0.0089782768659334208 -0.017996921010342382 -0.0063654456960569403 -0.015715691777250448 0.03077338917449312 0.027021985271332441 -0.014279846903601514 0.012862119724364421 0.031884632364499413 -0.00057006993010527902 0.0031850323903509321 -0.025052639445458633 0.009647905901911516 0.0075254153251195213 0.018205437311787528 -0.0012732763808059899 -0.021763607730345646 -0.012468063327522283 -0.018066237988060008 0.0032715324655831365 -0.0079453532763828581 0.0025663201911904866 -0.00096489930442139214 0.002018741394010668 0.016806844670127798 -0.0090946143831235771 1.3691967081071658e-05 -0.021192426938454228 0.012732603635275246 -0.0063710431529888723 leaf_weight=7.7525596544146529 20.766647428274155 17.227087542414665 7.4675100147724134 3.7515498250722912 5.6921111196279517 3.4607541784644118 8.3248779624700529 6.8772753104567554 13.431152179837225 329.83637404441833 10.02155029773712 5.3772354237735298 44.259401991963387 7.3490975648164776 7.7904723137617111 180.11759556084871 10.277965463697909 11.47500094771385 11.698214292526243 24.729625508189201 11.310140803456305 383.66071703471243 34.556071490049362 27.085358165204525 11.802258394658564 82.685575457289815 6162.2078438289464 10.715002052485941 3.2658420950174332 13.955018751323221 leaf_count=31 76 77 28 21 20 16 37 31 54 1366 36 25 183 35 28 732 51 49 47 97 48 1483 175 112 66 451 21503 61 20 58 internal_value=1.4248e-05 -8.22251e-05 -0.00608611 0.000505051 -0.000950781 0.00181978 0.00814381 0.0117073 0.0179747 0.000543683 0.0131786 3.90383e-05 0.000638822 0.00116333 0.00618004 0.00100941 -0.00955239 -0.0089597 -0.00570968 -0.00171711 -7.73461e-05 0.00133963 -0.00446764 -0.00340935 0.00355957 -0.00635246 -4.00103e-06 -0.0137856 -0.00247607 -0.0115673 internal_weight=7478.93 6250.35 80.3879 1228.58 583.003 645.576 60.7101 52.3852 34.1978 409.142 15.7137 393.428 374.096 584.866 15.258 581.405 17.6271 65.1299 47.9028 36.2046 18.1874 563.778 173.862 156.129 46.3583 109.771 6169.96 17.7324 7.01739 19.3323 internal_count=27017 21860 326 5157 2594 2563 246 209 130 1688 56 1632 1549 2317 56 2301 86 270 193 146 79 2215 906 804 241 563 21534 102 41 83 is_linear=0 shrinkage=0.03 Tree=803 num_leaves=20 num_cat=0 split_feature=4 8 5 11 10 12 4 11 6 0 0 12 2 5 10 7 11 6 9 split_gain=0.466063 1.10268 1.32362 1.81047 1.42595 0.983555 0.785206 1.00036 2.23139 1.31594 1.29908 0.762092 0.634055 1.60419 0.673791 0.541805 1.4504 0.5512 0.283298 threshold=2.7150000000000003 8.5000000000000018 1.2950000000000006 -0.66666666666666619 -1.0000000180025095e-35 5.1000000000000005 2.5850000000000013 -0.66666666666666619 1.3 475.00000000000006 725.00000000000011 6.5000000000000009 3.5000000000000004 1.2350000000000008 1.1666666666666672 3.5000000000000004 -1.0000000180025095e-35 1.1000000000000003 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 -4 -5 -6 11 -8 9 -9 -11 12 15 -14 -15 17 -17 -1 -3 right_child=1 18 3 4 5 -7 7 8 -10 10 -12 -13 13 14 -16 16 -18 -19 -20 leaf_value=-0.00038108244360757638 -0.021387695321792636 -0.0082754546173411467 -0.01529769402356224 -0.0048809193756365063 0.0045632774061151252 0.02730772550112729 -0.007868907059666027 -7.3231141318727964e-05 -0.010384387575565014 0.036418519249069296 0.012457132355879641 0.010622224761132377 0.012835044006001455 -0.021959568263601324 -0.003473566968993451 0.0040679375870452776 -0.018598481562911696 0.00016709625592928421 -0.02289436009065772 leaf_weight=2378.1678297463804 2.4221357442438665 2.0296935196965924 3.8364154417067811 4.3548643626272705 3.1199051849543951 3.7896527126431465 3.7611663118004826 3.3475080356001845 3.8777946420013896 3.4198294393718225 5.0336858369410038 6.061493791639804 2.5745589099824411 4.4864576645195484 2.9356621578335762 5.2370076254010201 4.9350068494677526 5397.8895706571639 2.8942869082093239 leaf_count=9081 34 26 32 31 26 17 28 18 22 15 40 23 23 45 18 26 24 17462 26 internal_value=-8.41652e-06 -0.00432503 -0.00080033 0.00250183 0.00856396 0.0170378 3.97138e-06 0.00602575 0.00935892 0.0158465 0.0221506 -1.10323e-05 -1.92996e-05 -0.00756985 -0.0146478 -9.60551e-06 -0.0069288 -5.54377e-07 -0.0168684 internal_weight=7844.17 22.447 17.523 15.1008 11.2644 6.90956 7821.73 19.44 15.6788 11.801 8.45352 7802.29 7796.23 9.99668 7.42212 7786.23 10.172 7776.06 4.92398 internal_count=27017 192 140 106 74 43 26825 123 95 73 55 26702 26679 86 63 26593 50 26543 52 is_linear=0 shrinkage=0.03 Tree=804 num_leaves=26 num_cat=0 split_feature=8 2 4 4 9 5 7 7 10 8 12 5 4 11 9 5 7 4 11 4 13 4 13 6 9 split_gain=0.469149 2.61578 0.653367 3.52103 1.71423 1.96129 1.39448 2.33672 1.89507 1.77873 1.31488 2.22273 1.09595 3.1107 2.23059 1.4508 0.81257 2.07014 2.68953 2.602 1.12846 4.40655 1.37746 0.686697 0.165303 threshold=10.100000000000001 1.7000000000000004 2.3450000000000011 2.3750000000000009 6.7000000000000002 1.4150000000000007 2.1000000000000005 1.5000000000000002 1.1666666666666672 4.9000000000000012 4.1000000000000005 1.4150000000000007 2.2850000000000006 0.83333333333333337 4.5000000000000009 1.4350000000000007 0.3000000000000001 1.7000000000000004 0.50000000000000022 1.5850000000000006 1.3000000000000003 2.0750000000000006 1.7000000000000004 1.1000000000000003 4.9000000000000012 decision_type=2 2 2 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 5 -4 7 9 -9 -5 11 -8 16 14 23 -16 17 19 -19 -1 21 -18 -22 -14 -7 right_child=1 -3 3 6 -6 24 10 8 -10 -11 -12 -13 13 -15 15 -17 20 18 -20 -21 22 -23 -24 -25 -26 leaf_value=-0.0022678465835754866 0.0095407554753648583 -0.015983725572312632 0.0055591032367193396 -0.011725430612510213 -0.0029414787817882175 0.021592445123221067 0.014533709883576369 -0.0027407390730709103 -0.016840943285608496 0.0025610165738504495 0.017472977602282991 -0.01069132300271552 0.019575445125363015 -0.018805881554558812 -0.014168876736955433 -0.00034953142084814836 0.00083040562053570972 -0.015390047135589701 0.0024173313628082353 0.011400015764233157 -0.0014286405511620475 0.015584699935761566 7.4786084396952912e-05 0.0038683362293209446 0.029166752584631674 leaf_weight=80.562388345599174 6.2019807100296012 8.6580347642302495 7.7366387695074144 8.4576867669820768 4.9404024854302397 5.0111795216798765 6.1863133609294909 30.59966029971838 11.920548453927038 107.98646639287472 7.6715966537594786 6.3926053047180176 4.9847293645143491 10.675533182919024 9.7800537347793561 22.721818774938583 217.34919758886099 20.845077455043793 12.043826401233671 14.845738127827643 590.00911910459399 19.884906053543091 7791.3519177995622 5.0357067137956619 5.3743817284703255 leaf_count=316 19 29 38 27 16 20 32 126 45 381 37 26 22 33 35 68 660 72 38 49 1815 67 23008 18 20 internal_value=-4.72622e-06 -0.00533082 4.06545e-06 0.00168981 0.0127234 0.0169938 0.000269936 -0.000674578 -0.00669373 0.00152335 0.00768426 0.00171435 -3.46828e-05 -0.0043276 -0.000692725 -0.00450787 -8.57359e-06 -0.0023785 -0.00886903 -0.000141094 2.67053e-05 0.00206711 -3.10482e-05 0.0116819 0.025512 internal_weight=9017.23 14.86 9002.37 202.277 23.0626 18.1222 179.215 158.964 42.5202 116.444 20.2505 12.5789 8800.09 53.1978 42.5223 32.5019 8746.89 128.297 32.8889 95.4081 8618.6 237.234 8381.36 10.0204 10.3856 internal_count=27017 48 26969 768 94 78 674 579 171 408 95 58 26201 176 143 103 26025 475 110 365 25550 727 24823 40 40 is_linear=0 shrinkage=0.03 Tree=805 num_leaves=24 num_cat=0 split_feature=13 6 4 11 12 12 13 3 10 13 11 9 8 8 4 2 8 10 2 4 13 3 9 split_gain=0.39314 1.57671 3.78962 1.54532 1.17284 2.1106 2.08254 1.28421 0.768535 0.64623 2.47032 2.95389 3.48354 2.06259 1.8934 1.5919 0.84723 1.24685 2.96921 2.28333 0.998645 3.07148 1.43362 threshold=5.3000000000000016 3.3000000000000003 1.1150000000000007 0.83333333333333337 2.3000000000000007 1.5000000000000002 5.5000000000000009 0.90000000000000013 -1.0000000180025095e-35 4.7000000000000011 -0.83333333333333315 4.9000000000000012 6.1000000000000005 5.3000000000000016 1.5750000000000008 0.90000000000000013 2.5000000000000004 -0.49999999999999994 1.5000000000000002 0.75500000000000023 3.9000000000000008 1.5000000000000002 1.9000000000000001 decision_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 9 -3 4 5 -2 -6 -7 -8 16 14 12 -12 -13 15 -11 17 18 -1 -19 22 -22 -18 right_child=3 2 -4 -5 6 7 8 -9 -10 10 11 13 -14 -15 -16 -17 20 19 -20 -21 21 -23 -24 leaf_value=-0.0012944498655740875 -0.011713649413951283 0.022095642650710786 -0.0078141995971966784 -0.016737374170155837 -0.020392231938955448 0.018484691541644591 -0.0072323916481611909 0.0018661924218973897 0.0074672911534276144 0.0058590029687602251 0.0011094772312854031 -0.002436908572433079 0.022653060892445873 -0.019783410046003459 -0.0040422631558412435 0.024906156819328007 0.0073852044267203876 0.0065793031636018576 0.017940443596839006 -0.0049901383214516603 -0.0027506097408468385 0.0021770195459685951 0.00010329397955160833 leaf_weight=42.227567337453365 5.7508997619152096 9.0839033722877485 6.5698707550764075 6.1478631049394599 6.2006075829267528 7.5920997411012676 5.8854321092367181 9.3255328387022001 7.0181272327899906 7.0102048516273561 53.345459908246994 19.917954385280613 7.7344271540641776 8.9374588727951032 5.3335227817296973 9.0437336415052396 24.423033103346825 17.619293436408043 8.7130955308675748 119.34816953539848 366.78117233514786 165.08582555502653 6559.5335091408342 leaf_count=160 21 25 26 24 26 25 21 34 27 23 181 67 28 34 20 30 82 66 35 442 1314 581 23725 internal_value=1.39755e-05 3.1443e-05 0.00954252 -0.00269458 -0.000627844 0.00398689 -0.00610357 0.00932405 0.000762631 1.13643e-05 0.00227986 0.000100543 0.0038375 -0.00780968 0.011444 0.0165889 -2.32119e-05 -0.00201155 0.00199556 -0.00350186 2.92942e-05 -0.00122113 0.000130306 internal_weight=7478.63 7430.71 15.6538 47.9206 41.7727 22.6685 19.1042 16.9176 12.9036 7415.05 111.323 89.9353 61.0799 28.8554 21.3875 16.0539 7303.73 187.908 50.9407 136.967 7115.82 531.867 6583.96 internal_count=27017 26839 51 178 154 80 74 59 48 26788 383 310 209 101 73 53 26405 703 195 508 25702 1895 23807 is_linear=0 shrinkage=0.03 Tree=806 num_leaves=31 num_cat=0 split_feature=0 0 4 9 11 11 13 2 4 3 5 4 8 11 10 5 7 5 12 8 3 2 11 2 13 12 4 4 2 11 split_gain=0.467491 2.39629 3.78596 3.15276 5.50295 2.79582 3.77663 2.93052 2.60107 6.16544 3.7257 2.46551 2.54113 2.84281 2.80971 2.34049 2.86282 6.34153 3.29531 3.16231 2.30991 2.25391 2.21273 2.14614 4.80052 3.23636 3.26029 4.24379 3.16535 2.7563 threshold=575.00000000000011 525.00000000000011 0.73500000000000032 2.3000000000000003 0.33333333333333326 1.0000000000000002 4.9000000000000012 2.7000000000000006 1.6000000000000008 0.90000000000000013 1.0750000000000008 1.2250000000000005 6.9000000000000012 -0.66666666666666619 -0.83333333333333315 1.2250000000000008 1.3 1.1050000000000006 1.5000000000000002 5.1000000000000005 1.9000000000000001 0.3000000000000001 1.0000000180025095e-35 0.90000000000000013 1.7000000000000004 1.9000000000000001 1.3050000000000008 1.445000000000001 1.1000000000000003 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -3 4 -4 11 7 20 10 -10 -5 12 14 -14 -1 16 17 18 -2 -20 -7 22 -13 24 -17 28 -27 -28 -25 -26 right_child=15 2 3 8 -6 6 -8 -9 9 -11 -12 21 13 -15 -16 23 -18 -19 19 -21 -22 -23 -24 25 29 26 27 -29 -30 -31 leaf_value=-0.0016470972511903109 0.017640556233209041 -0.019038287708927695 -0.0040827180241757837 -0.0077698447990910691 0.033644580675421108 -0.0040162889994185937 0.018055704966163967 0.010354982595761501 0.014631862330343828 -0.00086476034465427561 -0.0014016762018912354 0.0010763620492993699 -0.0041668780273762173 0.019988014993758761 0.0017848008339226675 0.016915999630315516 0.0004807573714023427 -0.014012699015175092 -0.010661756705745901 0.0052062266585316992 -0.00024902830287737356 -0.00015478375471816673 0.018633467631572267 -0.017958970823358678 -0.00078704666174530505 -0.0030498857634150569 0.007283089663490297 0.00059195173258954758 0.0047956951528020106 0.005879140498884469 leaf_weight=257.34809568524361 8.9720466136932355 10.908297240734099 7.7604175657033903 93.088302575051785 6.3078760206699371 338.36892393231392 8.5350907146930677 16.703661143779755 28.93915644288063 114.64285279065371 739.78114894032478 14.963482066988947 6.5431477576494244 13.295583680272101 1295.609300725162 22.190400794148445 160.86526572331786 47.092907533049583 21.340927038341761 24.03165028989315 258.30534576624632 3345.7891723103821 11.369058251380919 16.359515264630321 120.95579665899277 159.9503748267889 103.84462055563927 477.94636590778828 8.2901892438530904 103.6673177331686 leaf_count=800 30 32 32 362 22 1143 26 75 123 415 2321 46 21 43 3933 67 808 221 95 147 775 11657 34 54 360 486 327 2227 30 305 internal_value=-7.89165e-06 -0.000109953 -0.00146097 -0.00126739 0.0128333 0.000133083 -0.00176269 -0.00203846 -0.00147055 0.00225861 -0.00211343 0.000371511 0.00135238 0.0120213 0.00121608 0.000517676 -0.00200801 -0.00595484 0.00102778 -0.00225726 -0.00238541 -8.59763e-05 0.00865663 0.00117154 0.00360454 0.000387997 0.000743386 0.00178626 -0.0103061 0.00228951 internal_weight=7843.77 6568.26 1001.43 990.52 14.0683 5566.83 621.913 613.378 976.451 143.582 832.869 4944.92 1572.8 19.8387 1552.96 1275.51 262.303 101.438 54.3446 45.3726 596.674 3372.12 26.3325 1013.2 246.814 766.391 741.741 581.791 24.6497 224.623 internal_count=27017 21860 3307 3275 54 18553 2019 1993 3221 538 2683 16534 4797 64 4733 5157 1301 493 272 242 1918 11737 80 3856 732 3124 3040 2554 84 665 is_linear=0 shrinkage=0.03 Tree=807 num_leaves=18 num_cat=0 split_feature=13 13 4 8 13 4 2 7 5 5 10 5 9 10 12 4 0 split_gain=0.469419 0.520686 0.505435 2.65373 2.77623 2.60187 4.64601 3.80957 2.76746 2.45054 2.4397 4.72678 1.89444 1.82367 1.55725 1.80273 1.53824 threshold=6.1000000000000005 5.9000000000000012 1.7100000000000002 5.3000000000000016 1.1000000000000003 1.6600000000000006 1.5000000000000002 1.7000000000000004 2.0450000000000008 1.1650000000000007 -1.1666666666666663 1.4550000000000007 8.9000000000000021 -0.49999999999999994 4.9000000000000012 1.4250000000000005 725.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 13 14 8 -8 -7 -6 11 -5 -12 -4 16 -16 -1 right_child=-2 -3 3 10 9 6 7 -9 -10 -11 12 -13 -14 -15 15 -17 -18 leaf_value=-4.1769134194608719e-05 0.0070255424072794056 -0.0083929980767911277 -0.0016975485274084705 0.0028196026984015701 0.001764960147737311 4.3453369992231323e-05 0.0087447389277848474 -0.0013377349129395761 -0.015300832566977099 -0.0029686917817126597 0.0010154465226770582 -0.0065373302298275928 -0.0097514814888727142 0.018242966594355273 0.0016227178554716125 -0.013348613140130881 0.0033941679333110869 leaf_weight=6427.6356084346771 8.5399595499038679 6.6655425429344168 6.9943185597658184 82.40249540656805 118.25604085624218 137.57784494757652 127.81701658666134 45.817504853010178 11.459818847477434 586.98057046160102 1164.141805563122 118.41174279153347 14.895688280463217 10.071638971567152 12.73556934669614 16.770423468202353 119.44639438390732 leaf_count=19006 25 20 21 286 369 385 380 130 45 1732 3661 357 50 32 85 74 359 internal_value=-4.65791e-06 -1.13228e-05 -5.11615e-06 -0.000412372 -0.00188561 0.000118972 0.00274913 0.00608424 -0.0011364 -0.00217494 0.000358817 -0.00269779 0.00087942 0.0100705 -1.00738e-05 -0.00688659 2.09169e-05 internal_weight=9016.62 9008.08 9001.41 2102.15 722.303 6899.26 322.672 173.635 149.038 705.237 1379.85 200.814 1179.04 17.066 6576.59 29.506 6547.08 internal_count=27017 26992 26972 6508 2154 20464 940 510 430 2101 4354 643 3711 53 19524 159 19365 is_linear=0 shrinkage=0.03 Tree=808 num_leaves=31 num_cat=0 split_feature=2 5 5 0 13 6 9 3 13 2 11 7 8 0 13 5 9 9 9 9 8 7 10 4 13 5 10 9 4 0 split_gain=0.391042 2.32231 2.60078 1.85069 1.5295 1.75754 1.4751 1.34291 1.20229 0.768118 3.1324 3.7808 4.35888 4.13191 3.33777 4.4461 3.85358 3.83703 3.69452 2.80598 2.5911 2.1071 2.77944 1.97255 0.594768 2.48097 2.63545 3.41273 2.65367 0.958367 threshold=0.3000000000000001 1.0750000000000008 1.9750000000000003 475.00000000000006 4.1000000000000005 2.5000000000000004 4.3000000000000016 1.1000000000000003 2.9000000000000008 0.50000000000000011 -1.0000000180025095e-35 1.9000000000000001 3.9000000000000004 350.00000000000006 2.9000000000000008 1.4350000000000007 4.1000000000000005 4.7000000000000002 5.1000000000000005 3.3000000000000003 3.5000000000000004 2.3000000000000003 -1.0000000180025095e-35 1.3050000000000008 3.9000000000000008 0.67500000000000016 0.33333333333333326 2.9000000000000004 1.3950000000000007 475.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 -4 5 6 -3 -6 -1 10 11 12 13 -2 15 18 19 -17 -12 -16 -18 22 -13 -14 29 -26 27 -27 -28 -11 right_child=9 2 3 -5 7 -7 -8 -9 -10 24 14 21 23 -15 16 17 20 -19 -20 -21 -22 -23 -24 -25 25 26 28 -29 -30 -31 leaf_value=0.0015544893244396091 0.024829118763498068 0.010189667785750501 -0.025158807959618192 -0.00099381474357931421 0.023502412716034569 -0.012538005576924756 0.0017979170878108129 0.0041859113821640917 -0.015148190306766569 -0.00023912861344242115 -0.010398995380506674 0.0093483664818051516 -0.0072591049935137207 0.0020016454459386413 -0.011654211988226883 0.016043622385331108 -0.023102851680288219 -0.00022223392968333854 0.0057807630061146222 0.0085960508909897065 -0.0088119260177875261 0.0011569588075585223 0.034859797112803584 0.0030405190385852871 0.016249145941669221 -0.011664063938274244 0.0045360704163947994 -0.0016261548840607793 -0.0019394575591346695 0.00049923484152549923 leaf_weight=6.1663149148225811 10.012777984142302 26.253186732530594 4.6200855225324613 7.4548358395695686 6.6569338738918287 6.038244664669036 66.871062353253365 6.3090386986732483 10.454587399959562 3071.6881434209645 46.916910082101822 10.244801834225656 55.660483919084072 24.841726511716843 9.8053328692913073 20.073221951723099 15.87587386369705 37.316560238599777 17.416653618216515 16.557578921318054 40.668373145163059 9.4892592281103116 6.1513187140226391 23.929922208189964 7.5876341685652724 33.081224620342255 124.80306928604841 388.1204354390502 104.76887476444244 3262.4578004796058 leaf_count=21 32 85 20 34 20 21 225 20 39 10844 160 33 204 84 35 65 58 137 62 56 150 33 20 85 28 121 420 1380 398 12127 internal_value=1.38495e-05 0.00157976 0.00298906 -0.0102398 0.00441365 0.00314668 0.00416368 0.0141033 -0.00895154 -1.62042e-05 -0.00139816 0.00205395 -0.000287939 0.00855938 -0.00376553 -0.000603442 -0.00840806 0.00546707 -0.00601874 0.00106424 -0.0128244 0.012408 0.0189195 -0.00416239 5.19716e-05 -0.000806232 -0.00100509 -0.00241453 0.00158086 0.000141172 internal_weight=7478.29 140.824 124.203 12.0749 112.128 99.1625 93.1242 12.966 16.6209 7337.47 344.961 140.33 114.445 34.8545 204.631 121.723 82.9072 57.3898 64.3336 26.3629 56.5442 25.8854 16.3961 79.5904 6992.51 658.361 650.774 421.202 229.572 6334.15 internal_count=27017 485 425 54 371 331 310 40 60 26532 1214 491 405 116 723 424 299 202 222 91 208 86 53 289 25318 2347 2319 1501 818 22971 is_linear=0 shrinkage=0.03 Tree=809 num_leaves=12 num_cat=0 split_feature=5 5 0 5 4 11 5 10 13 12 12 split_gain=0.466366 0.608174 2.24707 0.933371 2.08539 0.733714 1.68933 1.98205 0.527701 3.85032 0.747086 threshold=3.2250000000000001 2.9150000000000005 475.00000000000006 2.8350000000000004 1.4950000000000008 -2.8333333333333326 2.1350000000000011 1.0000000180025095e-35 0.90000000000000013 2.5000000000000004 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 6 7 -1 9 -7 -10 right_child=-2 2 -4 4 -6 8 -8 -9 10 -11 -12 leaf_value=0.01027828442017887 -0.0076175593109757489 0.015064832868463669 -0.006386310806205402 0.0068562571677867881 -0.017974400858085531 0.015631806823857855 0.018130407928455751 -0.01138101117705102 -4.4925346070769394e-05 -0.0020524130870585551 0.010198286285596206 leaf_weight=8.0049048364162463 7.2415675818920127 9.8958363384008425 7.9064631387591353 5.0428823530673963 7.6799806281924248 15.411066763103006 6.6284170523285857 7.2431291565299025 7722.1501467525959 39.434375528246164 6.4135929942131034 leaf_count=24 24 35 28 20 24 48 25 22 26597 144 26 internal_value=-7.85049e-06 -8.17876e-07 0.00553782 -1.34299e-05 -0.00813243 -1.95632e-07 0.00548619 -1.03256e-05 -1.5616e-05 0.00291669 -3.6425e-05 internal_weight=7843.05 7835.81 17.8023 7818.01 12.7229 7805.29 21.8765 15.248 7783.41 54.8454 7728.56 internal_count=27017 26993 63 26930 44 26886 71 46 26815 192 26623 is_linear=0 shrinkage=0.03 Tree=810 num_leaves=31 num_cat=0 split_feature=5 5 11 2 7 3 5 0 10 9 4 7 9 12 12 5 2 9 5 4 11 5 9 12 8 7 11 12 10 12 split_gain=0.477108 4.33937 3.01053 3.26663 3.70592 2.94809 2.69502 3.84256 2.55508 2.38559 2.38558 4.26207 3.30522 2.27272 4.84246 3.97144 2.49738 2.17618 2.15542 3.98144 3.65208 3.59815 3.73294 2.86096 2.13082 1.85985 2.24274 1.34123 1.20495 1.46013 threshold=2.1250000000000009 2.1550000000000011 -1.1666666666666663 1.9000000000000001 1.1000000000000003 3.5000000000000004 2.0250000000000008 525.00000000000011 -1.0000000180025095e-35 5.3000000000000016 1.3150000000000006 1.3 6.7000000000000002 4.1000000000000005 3.5000000000000004 2.225000000000001 1.5000000000000002 6.5000000000000009 2.1950000000000007 1.9050000000000002 -0.83333333333333315 2.2050000000000005 6.9000000000000012 3.5000000000000004 4.9000000000000012 0.70000000000000007 0.83333333333333337 3.9000000000000008 -3.1666666666666661 5.700000000000002 decision_type=2 2 2 2 2 2 2 2 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 24 6 28 10 -5 13 12 -12 -8 14 15 -3 -15 -6 19 20 -11 22 -20 -23 -4 -9 -27 -16 -1 -30 right_child=1 9 3 8 17 -7 7 25 -10 18 11 -13 -14 16 27 -17 -18 -19 21 -21 -22 23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.01157390607162866 0.025218094616615148 0.0042250436971302176 0.00041148399964073074 0.005684874795085045 0.0028913177057579321 0.019523609165281425 -0.012653580866991709 -0.019760270676619982 0.032367859048673571 -0.026899537835979374 -0.0030420006424309587 0.009372769743837531 0.004437862610513545 -0.024770137172284545 0.003487426774999235 -0.018414162312611917 -0.0056608540599306792 0.022606996938014677 0.032049024935347836 0.012166117489486417 -0.0045385692610263387 0.0048888110734566035 -8.5532175387745702e-05 -0.0010189810354439422 -0.021394774135524826 -0.0034046692470327774 -0.019490828825021362 0.019112505005920759 5.7479284689733442e-06 0.0098172389920076347 leaf_weight=8.0728723704814893 8.2877955511212331 12.027220368385317 8.8673068284988421 6.5447883158922195 15.828848138451578 6.9136305898427954 29.356050848960876 13.479723066091536 6.3766905814409238 8.1526288762688619 67.888543412089348 39.292091235518456 15.59182186424732 8.945159740746023 11.324327856302261 16.597666494548321 19.73422085121274 7.3914980292320243 7.0210525244474393 10.02682428061962 33.939189307391644 115.2715178579092 6.0630294978618622 204.93024519830942 7.3975017815828314 34.489341840147972 10.080206811428068 8.775891438126564 8253.5379441231489 13.673600383102892 leaf_count=24 31 38 35 21 51 27 112 57 20 32 233 119 63 46 43 59 71 24 25 31 131 456 22 855 27 116 34 32 24132 50 internal_value=-4.40311e-06 0.00087458 0.00841684 0.00575982 0.00147515 -5.85871e-05 -7.45419e-05 -0.00342931 0.0188528 -0.000114539 -0.000923601 0.00150922 -0.00672479 -0.00492064 -0.000976797 -0.00890192 -0.0116211 0.00916721 0.000850717 -0.00482265 -0.00886959 0.00173791 0.0171582 0.0011078 -0.00950636 -0.00999598 -0.00704284 0.0103094 1.06635e-05 2.19757e-05 internal_weight=9015.88 523.503 60.6944 52.4066 39.4852 8492.38 8485.46 210.178 12.9215 462.809 152.129 107.181 44.9479 77.4045 48.7251 28.6249 28.6794 23.2203 385.404 52.1186 42.0918 333.286 13.0841 320.202 16.2648 58.0493 44.5695 20.1002 8275.28 8267.21 internal_count=27017 2050 209 178 137 24967 24940 734 41 1841 527 352 175 289 172 97 117 75 1552 194 163 1358 47 1311 62 207 150 75 24206 24182 is_linear=0 shrinkage=0.03 Tree=811 num_leaves=21 num_cat=0 split_feature=10 6 9 5 11 11 13 3 9 5 11 9 3 7 11 11 9 9 13 2 split_gain=0.391351 1.73033 1.6729 3.16452 3.40306 3.12447 3.06844 2.51962 2.35225 2.82173 2.63334 1.87551 1.86512 0.738135 3.58394 1.29705 0.644644 0.886006 0.778287 0.557577 threshold=1.5000000000000004 0.3000000000000001 4.7000000000000002 1.6750000000000003 -1.4999999999999996 -1.4999999999999996 3.9000000000000008 2.3000000000000003 3.3000000000000003 1.0950000000000004 0.83333333333333337 5.3000000000000016 1.3 1.0000000180025095e-35 -0.83333333333333315 1.0000000180025095e-35 10.500000000000002 10.100000000000001 0.70000000000000018 3.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 -2 6 5 -5 -4 8 -6 9 -3 -10 -7 -8 14 -1 -16 17 18 -15 -20 right_child=1 2 3 4 7 11 12 -9 10 -11 -12 -13 -14 16 15 -17 -18 -19 19 -21 leaf_value=0.012069709784754945 -0.015017791983233568 0.010471913893304831 -0.022846387535056474 0.021187809286692519 0.004805816441098701 -0.0081191478821504588 -0.016914410260586269 -0.0064767909039163832 0.0052070308484297523 -0.0089548334000755531 0.018063124228517011 0.00030464792371916215 0.004809708468075451 -0.0089769092820766172 -0.024384202157593439 -0.0061785935014395362 0.0083860993960414056 -0.010213985877943074 4.0525497451538272e-06 -0.0068912101594051107 leaf_weight=6.9367913380265263 5.9874288514256468 10.335433676838877 7.3084271028637877 8.884214982390402 65.193239383399487 36.08011918514967 9.7095507234334928 24.511581975966692 81.972126983106136 19.285038568079472 17.379659190773964 69.818104658275843 5.6130391508340827 8.7150390669703466 6.304262198507784 7.9804015904664993 8.2037799358367902 7.6777116358280173 7059.501369740814 10.570499487221239 leaf_count=23 33 39 28 31 226 135 39 94 301 69 59 264 20 36 31 37 27 33 25403 89 internal_value=1.36262e-05 0.00097574 0.00124466 -0.000452576 0.00347693 -0.00387469 0.00373586 0.00172288 0.00524376 -0.00217628 0.00745595 -0.00256539 -0.00895633 -3.53291e-05 -0.005622 -0.0142133 -1.86183e-05 -2.83482e-05 -1.73008e-05 -6.25659e-06 internal_weight=7477.97 362.078 356.091 211.796 98.589 113.207 144.295 89.7048 128.972 29.6205 99.3518 105.898 15.3226 7115.89 21.2215 14.2847 7094.67 7086.46 7078.79 7070.07 internal_count=27017 1338 1305 778 351 427 527 320 468 108 360 399 59 25679 91 68 25588 25561 25528 25492 is_linear=0 shrinkage=0.03 Tree=812 num_leaves=12 num_cat=0 split_feature=5 5 0 5 4 11 0 9 10 11 3 split_gain=0.463708 1.01952 2.73379 0.900305 2.00779 0.707136 1.70622 1.25435 0.518279 2.57157 0.57705 threshold=3.1200000000000006 2.9150000000000005 475.00000000000006 2.8350000000000004 1.4950000000000008 -2.8333333333333326 350.00000000000006 6.1000000000000005 -2.1666666666666656 1.1666666666666672 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 6 -1 -8 9 -7 -10 right_child=-2 2 -4 4 -6 8 7 -9 10 -11 -12 leaf_value=-0.0046500030300306054 -0.0060370956184844218 0.021972592887489557 -0.0049867351078927251 0.0067377541732999155 -0.01765353305865934 -0.00035469257904219623 0.021073095046239172 0.0022690361866803039 -0.00047826097772510633 -0.016154193130918905 0.00014813818411706445 leaf_weight=8.9664249867200869 11.46404644846916 6.6380216851830465 6.9083367437124252 5.0286171287298185 7.6701952889561653 72.763541480526328 6.9238083958625776 5.924661710858345 1698.0893275272101 10.625484339892862 6001.5638537555933 leaf_count=28 37 25 25 20 24 314 22 21 6460 42 19999 internal_value=-7.93082e-06 8.9535e-07 0.00822394 -1.33537e-05 -0.0079948 -3.67523e-07 0.00539335 0.0124022 -1.54854e-05 -0.00236788 9.99148e-06 internal_weight=7842.57 7831.1 13.5464 7817.56 12.6988 7804.86 21.8149 12.8485 7783.04 83.389 7699.65 internal_count=27017 26980 50 26930 44 26886 71 43 26815 356 26459 is_linear=0 shrinkage=0.03 Tree=813 num_leaves=22 num_cat=0 split_feature=4 5 4 4 5 12 10 2 13 11 13 6 12 9 4 4 0 13 4 9 4 split_gain=0.468403 1.07485 0.671731 3.03926 2.79976 3.0921 2.5848 2.00634 2.9142 2.93472 1.52132 3.16384 1.76288 1.44848 1.32753 2.49889 1.62464 1.20424 0.878336 3.32185 0.947519 threshold=2.975000000000001 1.7250000000000003 2.5350000000000006 2.5050000000000012 1.7250000000000003 3.9000000000000008 -1.8333333333333328 2.9000000000000004 2.3000000000000007 0.83333333333333337 2.5000000000000004 1.1000000000000003 5.5000000000000009 4.9000000000000012 2.3550000000000009 2.3750000000000009 725.00000000000011 2.3000000000000007 2.2850000000000006 4.7000000000000002 2.2350000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 14 5 -5 -4 8 9 -8 12 -12 -9 -10 18 17 -17 -16 20 -20 -1 right_child=1 -3 6 4 -6 -7 7 10 13 -11 11 -13 -14 -15 15 16 -18 -19 19 -21 -22 leaf_value=-3.3002453549480125e-05 0.0030459550028854466 -0.013161746468875964 0.022601968838700238 -0.0050281513105015618 0.0040175153940954578 -0.036557027474753374 -0.015572730728674579 0.021836446262500447 -0.0017473894402312963 0.0069320368482674866 -0.016791457871872643 0.014313988008942166 0.0011145919003814509 0.012882740416248786 0.006770510589528129 -0.0019086070778047512 0.0080480972260445118 0.022808485940434317 0.0066890441639002301 -0.0083620620336563086 0.0038133552076866613 leaf_weight=8694.8740104064345 7.1120348796248418 7.636849045753479 5.4791517481207839 5.3737173080444354 5.9409154802560797 5.8439464643597603 18.667657852172855 9.6900571659207362 12.907466471195223 7.2367630451917639 5.559093624353407 6.2535638064146042 5.9722115248441687 11.532265871763228 9.3354123234748858 47.648036673665047 21.361540608108044 7.6801597997546187 19.275213465094566 41.853464715182781 58.025585919618607 leaf_count=25850 28 23 26 19 20 21 64 47 52 25 27 28 23 43 37 155 92 34 75 130 198 internal_value=-4.35705e-06 -0.00534626 4.39657e-06 -2.06523e-05 -0.0126345 -0.0214534 0.00268592 0.00128366 -0.0022749 -0.00928571 0.00780425 -0.000324385 0.013935 0.00515606 3.66607e-06 0.00371236 0.00117344 0.0140094 -3.25309e-05 -0.00361612 -7.5038e-06 internal_weight=9015.26 14.7489 9000.51 8917.21 17.1586 11.2177 83.2982 77.8191 50.3442 25.9044 27.4749 11.8127 15.6623 24.4397 8900.05 86.0251 69.0096 17.0156 8814.03 61.1287 8752.9 internal_count=27017 51 26966 26631 60 40 335 309 184 89 125 55 70 95 26571 318 247 71 26253 205 26048 is_linear=0 shrinkage=0.03 Tree=814 num_leaves=31 num_cat=0 split_feature=5 5 3 2 4 7 13 5 7 13 0 10 9 7 5 6 5 9 12 5 11 10 8 13 9 5 0 2 10 4 split_gain=0.38768 2.42483 3.13387 2.2273 3.79951 2.03833 1.97639 1.91285 1.94673 4.07107 2.03709 2.76081 1.88419 1.55523 1.22544 6.86264 1.64126 2.99263 3.72817 2.14225 4.80015 1.73337 1.62237 1.62779 1.5971 0.885725 2.80333 1.86794 0.768558 0.386019 threshold=0.88500000000000023 0.8300000000000004 0.3000000000000001 2.5000000000000004 1.8850000000000005 2.9000000000000004 2.5000000000000004 0.92500000000000027 0.70000000000000007 1.9000000000000001 525.00000000000011 1.0000000180025095e-35 4.3000000000000016 2.5000000000000004 0.93000000000000027 1.9000000000000001 0.97000000000000031 3.5000000000000004 1.9000000000000001 0.98000000000000043 1.0000000180025095e-35 0.83333333333333337 4.5000000000000009 2.9000000000000008 3.1000000000000005 0.8650000000000001 350.00000000000006 1.3 0.33333333333333326 1.1750000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 -1 8 -2 -10 11 -11 -12 25 15 22 17 18 -16 20 -18 -19 29 -24 -21 26 -4 -27 -6 -9 right_child=7 2 13 -5 28 -7 -8 14 9 10 12 -13 -14 -15 16 -17 19 21 -20 24 -22 -23 23 -25 -26 27 -28 -29 -30 -31 leaf_value=0.0059655627331733465 -0.0093586056305902405 -0.02510913700533739 -0.007245298623435141 0.020144240871638283 -0.023497740465076834 0.018076554788834846 -0.0015027848197438874 -0.026664621510186962 0.029051910262657202 0.0055453165136312415 0.016013675008438488 -0.0088793104413604409 -0.0014002188245216078 -0.019660675133152655 -0.018530217621017121 0.023484417459159999 -0.016397615651236121 0.0091874533639251001 0.0027305471330283334 0.0018039344659609459 0.0041163642095223387 -0.0026951914595537609 -0.014374581582687297 0.0069416586515930077 -0.00010775469452340335 -0.0010922723383362503 0.0074976420367461232 -0.015553121545652339 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-3.29637e-05 -0.00684855 0.00705439 -0.0128926 -0.00586137 7.56435e-06 -0.00250181 0.000228583 -0.00605813 -0.0174802 -0.0213114 internal_weight=7477.73 263.328 93.6281 169.7 164.39 154.351 147.902 7214.4 93.0913 84.5912 78.3654 52.1016 26.2638 87.141 7121.31 30.4235 7090.89 110.922 35.9072 6979.97 41.2602 75.0145 24.6667 13.4411 6938.71 82.0947 46.4401 35.6546 10.0391 11.2256 internal_count=27017 1008 353 655 628 569 547 26009 333 301 280 187 93 324 25676 116 25560 398 135 25162 160 263 97 56 25002 303 171 132 59 41 is_linear=0 shrinkage=0.03 Tree=815 num_leaves=31 num_cat=0 split_feature=11 9 9 9 0 5 12 4 5 8 10 0 8 4 11 9 3 12 5 8 4 12 9 8 10 2 9 11 9 4 split_gain=0.459313 1.248 1.49304 1.70625 2.80567 1.82272 1.66483 1.39269 1.36207 1.99492 0.909655 1.439 0.997459 0.521051 2.68584 2.56201 2.9337 4.72417 2.88841 2.80417 2.53468 4.51695 4.63188 3.35052 2.78455 2.53367 2.97527 2.35053 5.62434 4.53103 threshold=2.1666666666666674 5.1000000000000005 6.9000000000000012 6.5000000000000009 525.00000000000011 1.8450000000000004 5.1000000000000005 1.5550000000000008 1.5250000000000006 4.3000000000000016 1.0000000180025095e-35 350.00000000000006 4.7000000000000002 1.0950000000000009 -0.66666666666666663 2.9000000000000004 1.9000000000000001 2.9000000000000008 1.1450000000000007 5.3000000000000016 1.1350000000000007 2.5000000000000004 4.9000000000000012 4.9000000000000012 -0.33333333333333331 0.90000000000000013 6.1000000000000005 -0.33333333333333309 2.5000000000000004 1.0350000000000008 decision_type=2 2 2 2 2 2 2 2 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 8 3 4 5 -3 7 -4 9 -2 11 -10 -12 14 15 18 17 -17 -1 -18 21 25 24 -24 -23 26 -15 28 -16 -29 right_child=1 2 6 -5 -6 -7 -8 -9 10 -11 12 -13 -14 20 27 16 19 -19 -20 -21 -22 22 23 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.017132619881668053 -0.011827178141243056 -0.0037873194809783356 -0.0036626922132954828 0.014658319835838747 -0.012941438962304371 0.012104762029379658 0.0072007905185727762 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32.371231332421303 79.47357863932848 21.557132065296173 601.48459127545357 193.31309154629707 212.30742068588734 leaf_count=44 20 34 31 32 34 49 22 21 20 35 21 40 27 272 24 909 137 34 23 21 21465 49 142 36 102 266 62 1807 586 652 internal_value=-7.74744e-06 -0.00187214 0.000617693 0.00373007 0.000742036 0.00573898 -0.00545057 -0.0103607 -0.0057229 0.0020648 -0.00914469 -0.0136565 -0.0034671 2.05263e-05 0.000543084 0.00265538 0.00321627 0.00431831 -0.00785857 -0.00323813 -9.56438e-05 -0.00279095 0.00204524 -0.00341703 0.00898724 -0.00560089 -0.00264661 -0.000271424 -0.00318357 0.000444987 internal_weight=7842.08 117.15 71.1473 47.0273 36.9298 27.0512 24.12 17.3761 46.0025 14.0426 31.9598 17.8082 14.1517 7724.93 1404.99 390.999 371.196 317.06 19.8025 54.1358 6319.94 299.149 109.937 61.5255 48.411 189.213 109.739 1013.99 200.199 813.792 internal_count=27017 386 223 149 117 83 74 52 163 55 108 60 48 26631 4237 1168 1101 943 67 158 22394 929 329 178 151 600 334 3069 610 2459 is_linear=0 shrinkage=0.03 Tree=816 num_leaves=24 num_cat=0 split_feature=12 2 4 3 10 6 6 11 8 11 4 8 10 4 4 5 5 5 8 5 2 0 7 split_gain=0.466857 2.2644 2.62387 2.39966 2.12802 1.78456 3.02395 3.85832 1.64867 3.32428 1.80602 1.60119 1.78406 1.5848 3.11608 1.54607 2.71503 2.28695 1.52686 1.33497 1.1479 0.701315 0.229175 threshold=2.5000000000000004 0.50000000000000011 1.2150000000000005 2.7000000000000006 -2.4999999999999991 3.3000000000000003 2.9000000000000004 -0.33333333333333331 3.5000000000000004 -0.33333333333333309 1.7100000000000002 9.1000000000000014 -2.1666666666666656 1.0250000000000006 0.94500000000000017 1.9250000000000003 1.9350000000000005 1.8750000000000002 5.3000000000000016 1.5750000000000008 1.5000000000000002 350.00000000000006 1.1000000000000003 decision_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 13 -1 6 8 19 9 -3 -10 12 18 14 -2 17 -17 -14 -6 -8 -9 -4 -23 right_child=1 5 21 -5 11 -7 7 20 10 -11 -12 -13 15 -15 -16 16 -18 -19 -20 -21 -22 22 -24 leaf_value=-0.013772218507783436 0.0097998942477871935 -0.0040237129017522359 -0.00807192402816264 -0.018276035819740289 0.0002041806708544027 0.012542423633956553 0.014313214619139401 -0.022333262303583908 0.0010080256932709483 0.00064539541366533961 -0.00027112460920451667 -0.01189574082605987 -0.00017776902607063142 0.012411649995608754 -0.021354428501981472 -0.02140081514330611 -0.0023483496991373145 0.0065352314261524604 0.019960942851292674 -0.0053755210562608435 -0.0077706505272822834 -0.017172288859145412 -0.026704343410317775 leaf_weight=10.424989491701124 6.4871323406696373 228.15819523483515 4.7387778982520095 5.924832008779048 6.7691071927547437 10.61960309743881 6.162594258785246 12.740506298840048 2510.909969381988 344.38639410585165 1643.6875454336405 10.510754674673079 3983.2122708112001 9.5135075896978361 5.2100612372159958 7.0949450433254233 131.42889627814293 46.203384637832642 7.3358743488788605 6.2354322299361229 7.8874823898077002 4.2234055995941144 4.908185675740242 leaf_count=29 25 721 21 39 19 33 18 50 7660 1108 5177 31 11300 35 20 23 454 139 23 23 28 22 19 internal_value=-3.93307e-06 0.000197839 -0.00682183 -0.00139628 -0.000234932 0.000258174 0.000230769 -0.00881548 0.00029397 -0.00121524 0.000501954 -0.000201271 -0.000171879 0.00331878 -0.00407659 -0.000207925 -0.00332418 -0.000100794 0.0104795 0.00441101 -0.016765 -0.0174362 -0.0222957 internal_weight=9014.77 4811.79 41.0059 27.1355 4202.98 4770.79 4760.17 33.026 4727.14 572.545 4154.6 4192.56 4182.04 21.2107 11.6972 4167.94 138.524 4029.42 14.105 12.398 20.628 13.8704 9.13159 internal_count=27017 14999 181 119 12018 14818 14785 119 14666 1829 12837 11989 11958 80 45 11916 477 11439 42 41 78 62 41 is_linear=0 shrinkage=0.03 Tree=817 num_leaves=22 num_cat=0 split_feature=10 6 2 8 4 5 12 9 9 3 4 11 4 4 7 11 11 9 9 13 8 split_gain=0.378173 1.66837 1.62274 2.49863 3.21146 4.66535 2.15485 2.02366 2.73936 2.69706 1.78379 2.52561 1.55119 1.01694 0.715779 3.45723 1.28378 0.619224 0.854552 0.74584 0.531764 threshold=1.5000000000000004 0.3000000000000001 1.3 3.9000000000000004 1.195000000000001 1.4250000000000007 2.5000000000000004 6.9000000000000012 6.3000000000000016 1.3 1.3850000000000007 -0.66666666666666619 1.195000000000001 1.2850000000000008 1.0000000180025095e-35 -0.83333333333333315 1.0000000180025095e-35 10.500000000000002 10.100000000000001 0.70000000000000018 3.9000000000000004 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=14 -2 3 12 -5 -6 10 8 -8 -9 13 -12 -3 -4 15 -1 -17 18 19 -16 -21 right_child=1 2 6 4 5 -7 7 9 -10 -11 11 -13 -14 -15 17 16 -18 -19 -20 20 -22 leaf_value=0.011756248064101254 -0.014831268970184837 0.0043560113536443455 0.0079443767393968124 0.028226565140153141 -0.0060131336745980757 0.016901740369147208 -0.00056738827947706925 0.019141345377292712 -0.01167658039189793 0.00077836631133579184 -0.01183707531004349 0.0083937628174446666 -0.015324885725428615 0.0249525642395102 -0.0088136310911437876 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39.6419 26.9732 14.5365 12.6688 7115.3 21.1219 14.158 7094.18 7085.97 7078.34 7069.67 internal_count=27017 1338 1305 167 121 100 1138 1001 874 127 137 96 46 41 25679 91 68 25588 25561 25528 25492 is_linear=0 shrinkage=0.03 Tree=818 num_leaves=31 num_cat=0 split_feature=0 0 4 9 11 11 13 2 4 3 5 4 4 8 12 3 5 7 5 12 8 2 11 4 6 2 13 12 4 4 split_gain=0.4626 2.29014 3.65361 3.01512 5.20689 2.6837 3.59919 2.79297 2.49662 5.8791 3.58563 2.36365 2.49182 4.80294 3.97547 2.27144 2.23432 2.76034 6.15528 3.13992 3.04503 2.16687 2.10699 2.07126 2.06977 2.05104 4.58445 3.12 3.14727 4.07868 threshold=575.00000000000011 525.00000000000011 0.73500000000000032 2.3000000000000003 0.33333333333333326 1.0000000000000002 4.9000000000000012 2.7000000000000006 1.6000000000000008 0.90000000000000013 1.0750000000000008 1.2250000000000005 1.1750000000000005 5.1000000000000005 2.9000000000000008 1.3 1.2250000000000008 1.3 1.1050000000000006 1.5000000000000002 5.1000000000000005 0.3000000000000001 1.0000000180025095e-35 1.3650000000000009 1.1000000000000003 0.90000000000000013 1.7000000000000004 1.9000000000000001 1.3050000000000008 1.4250000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 -4 11 7 15 10 -10 -5 12 14 -14 -1 -7 17 18 19 -2 -21 22 -13 -23 -9 26 -18 -27 -29 -30 right_child=16 2 3 8 -6 6 -8 24 9 -11 -12 21 13 -15 -16 -17 25 -19 -20 20 -22 23 -24 -25 -26 27 -28 28 29 -31 leaf_value=4.8733275497983898e-05 0.017179434770150364 -0.01874402974050237 -0.0040285108970346132 -0.0076337664759256558 0.03254804674976669 -0.0061808655280407862 0.017561308906655346 -0.0033858723248568847 0.014235591405791531 -0.00085011410689626204 -0.001373627054486373 0.0010839446726623912 0.0015366452932553923 0.010444091068934687 0.0046276950993882999 -0.0014471298784694154 0.016544480934311198 0.00048641839050452565 -0.013825421179138053 -0.010489097450056887 0.0051004128046914718 -0.0014896287231153684 0.018213847855824028 0.00026336298779876 0.018318375455163828 -0.0101356862243636 0.0022473478892212724 -0.0029932811522802331 0.0078107383973486473 0.00071723733656175602 leaf_weight=1090.1613529026508 9.0296497419476491 10.850756108760832 7.7453615963458997 92.665297046303749 6.3948185443878174 112.44934625923634 8.5836472511291486 6.3787789940834072 29.16763512045145 114.59687925875187 739.41212705522776 14.956798389554026 206.75504792481661 73.972862832248211 202.31526042521 483.44952300190926 22.177492663264275 160.80975879356265 46.717943150550127 21.194103810936213 24.097528541460633 796.05704089254141 11.378934830427168 2549.1660732273012 10.404029227793215 24.545297183096409 224.685506477952 159.80793043971062 85.524088755249977 496.30181775800884 leaf_count=3327 30 32 32 362 22 401 26 35 123 415 2321 46 643 234 593 1517 67 808 221 95 147 2518 34 9139 40 84 665 486 266 2288 internal_value=-7.80723e-06 -0.000109333 -0.00143052 -0.00124076 0.012513 0.000128232 -0.00173021 -0.00200049 -0.00144005 0.00221055 -0.00207079 0.000361729 0.00132193 0.00388379 0.000765492 -0.00234041 0.000515143 -0.00195513 -0.00584101 0.00102583 -0.00219466 -8.63123e-05 0.0084853 -0.000153793 0.0100691 0.00115365 0.00353176 0.000387428 0.000735703 0.00175993 internal_weight=7841.75 6566.86 1000.83 989.982 14.1402 5566.03 621.265 612.682 975.842 143.765 832.077 4944.76 1573.2 280.728 1292.48 595.899 1274.89 261.849 101.039 54.3213 45.2916 3371.56 26.3357 3345.22 16.7828 1013.04 246.863 766.179 741.634 581.826 internal_count=27017 21860 3307 3275 54 18553 2019 1993 3221 538 2683 16534 4797 877 3920 1918 5157 1301 493 272 242 11737 80 11657 75 3856 732 3124 3040 2554 is_linear=0 shrinkage=0.03 Tree=819 num_leaves=31 num_cat=0 split_feature=5 5 10 2 3 11 13 5 0 6 10 9 3 12 5 12 11 12 8 12 9 10 11 12 6 8 10 11 9 10 split_gain=0.465414 4.15455 2.95561 3.8226 2.81798 2.6393 3.25285 2.57315 3.70736 2.38087 2.91811 2.30433 2.21637 2.26403 3.83253 3.5486 2.1451 2.8274 2.63633 2.03648 2.06447 1.93485 1.84385 2.65669 2.21526 1.82684 3.11039 1.63262 1.19839 1.14631 threshold=2.1250000000000009 2.1550000000000011 -1.0000000180025095e-35 2.1000000000000005 3.5000000000000004 -0.66666666666666619 2.9000000000000008 2.0250000000000008 525.00000000000011 2.5000000000000004 -0.49999999999999994 5.3000000000000016 3.1000000000000005 3.5000000000000004 2.225000000000001 4.1000000000000005 2.1666666666666674 4.5000000000000009 5.5000000000000009 5.700000000000002 6.3000000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 3.3000000000000007 1.3 4.7000000000000002 -0.33333333333333309 -1.0000000180025095e-35 5.7000000000000002 -3.1666666666666661 decision_type=2 2 2 2 2 2 2 2 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 22 5 7 -4 -7 29 9 10 -9 12 13 14 -3 -15 19 -18 -19 20 -13 -21 23 -2 -24 28 -27 -14 -10 -1 right_child=1 11 3 -5 -6 6 -8 8 25 -11 -12 16 27 15 -16 -17 17 18 -20 21 -22 -23 24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.011295451990582827 -0.023470884865401796 0.00412282150578478 0.026188513897234714 0.033069251774624969 0.019032630826464718 -0.0071880393703824767 0.017733454638573724 -0.008961675893749169 -0.0070079317630414757 0.017518682154906932 0.00080551740034444179 0.004393804536513707 0.00016306456428610955 0.011734453926388902 -0.018143086655996787 -0.0074190048723843278 0.025022697084891719 -0.012059180563291808 0.01459149681338561 0.0049276826972022153 -0.00071028178634004754 -0.020001547841707438 0.02206622725460999 0.0046290943738440532 -0.0011188716167221608 0.004075601695554292 -0.013625749363718397 -0.022459235184860045 -0.021838951165911245 2.104151734899227e-05 leaf_weight=8.0638921558856946 5.3656376749277133 12.044370904564859 5.9653196930885342 7.5532924085855475 6.953549161553382 11.138342112302782 8.171969532966612 36.829402446746826 7.4969301521778133 6.0674968212842932 109.02866703271866 99.388868518173695 4.081907883286477 18.363741397857666 16.472960725426674 16.553095191717148 7.447199538350108 6.3477458693087083 7.0516880750656128 4.2317795678973189 252.54467282444239 8.2934814356267434 6.0772167891263953 6.950789287686348 9.5174688547849637 16.192673116922379 19.929831355810165 9.6795948036014998 14.173963710665701 8266.3350038975477 leaf_count=24 20 38 20 25 27 40 26 128 29 23 376 370 20 65 59 56 31 33 25 17 1034 42 19 24 35 52 70 51 56 24182 internal_value=-4.00638e-06 0.000864364 0.00824087 0.0143428 -5.75175e-05 0.00874666 0.00335854 -7.31637e-05 -0.00335487 -0.000894742 -0.00166071 -0.00010439 -0.00483529 -0.00246764 -0.00873902 0.00265434 0.000843442 0.0102029 0.00196621 0.000308095 0.000731153 -0.011579 0.00106381 -0.00761263 0.00791631 -0.009822 -0.00569075 -0.0157491 -0.0167082 1.00129e-05 internal_weight=9014.31 523.241 60.74 32.8289 8491.07 25.2756 19.3103 8484.12 209.719 151.926 145.858 462.501 77.1957 63.4342 28.5173 34.9168 385.305 20.8466 13.3994 364.459 351.934 12.5253 27.9111 12.3164 15.5947 57.7934 36.1225 13.7615 21.6709 8274.4 internal_count=27017 2050 209 111 24967 86 66 24940 734 527 504 1841 289 218 97 121 1552 89 58 1463 1404 59 98 44 54 207 122 71 85 24206 is_linear=0 shrinkage=0.03 Tree=820 num_leaves=28 num_cat=0 split_feature=8 2 4 4 0 3 3 12 4 0 7 7 7 6 4 13 6 8 8 5 4 5 7 11 2 4 5 split_gain=0.386059 1.71765 2.25273 3.42912 3.19934 2.34374 2.21866 2.13893 3.17939 2.08529 3.02601 1.97854 1.48649 1.84097 1.38803 0.914997 0.81161 1.81936 0.793302 5.0564 3.05878 2.96134 1.09222 2.6325 0.961626 0.627144 0.623242 threshold=2.9000000000000004 0.50000000000000011 1.0150000000000006 0.99000000000000055 525.00000000000011 0.90000000000000013 0.70000000000000007 1.5000000000000002 1.1250000000000007 350.00000000000006 2.5000000000000004 0.90000000000000013 1.5000000000000002 1.3 0.81500000000000028 5.9000000000000012 1.0000000180025095e-35 5.7000000000000002 3.3000000000000003 2.0450000000000008 1.1250000000000007 1.1050000000000006 1.0000000180025095e-35 -0.66666666666666663 0.3000000000000001 0.94500000000000017 1.6100000000000005 decision_type=2 2 2 2 2 2 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 6 -6 -3 8 -4 11 -11 -9 13 -1 -15 16 17 26 19 21 -21 -18 23 -20 -24 -14 -2 right_child=15 2 7 -5 5 -7 -8 9 -10 10 -12 -13 25 14 -16 -17 18 -19 22 20 -22 -23 24 -25 -26 -27 -28 leaf_value=-0.016797551031589631 -0.02422570874395958 -0.013304121872220515 0.02321612960114524 0.019123195671730073 0.019049103893656875 0.0034829215150962642 0.00024046950899860506 -0.017068677461236532 -0.0034990521473855195 -8.3464416431560092e-05 -0.018897072544957757 -0.0044395376131321487 -0.0084983403823725209 0.012160560869486732 -0.0050176639279905103 0.0096112740576776781 0.0059047358074886119 0.007170138528526394 0.0066136269378561964 0.02498136697888172 0.0059114954777158947 -0.00079988710958066539 0.0026602103489358343 -0.015308903149131574 -4.2044941054363191e-05 -0.021643583403811183 -0.0071136456322091011 leaf_weight=6.0377862304449108 4.2607552930712682 12.629867434501646 7.392404422163966 10.690819993615149 12.950965479016302 26.555357664823532 78.753559283912182 13.880777910351751 8.7607927322387678 181.50598459690809 8.0349152758717519 57.053261771798134 6.4195659309625608 7.4916880577802685 9.733533173799513 9.0296990349888784 71.966506361961365 4.6745422706007957 8.0130856186151522 11.579241953790186 21.863016687333584 336.60363930463791 120.75119338184595 12.811912745237349 6417.5197178423405 6.6502084285020828 3.4801768958568573 leaf_count=22 24 45 24 35 41 91 275 58 30 645 31 212 24 26 37 36 238 29 27 44 84 1117 413 62 23304 25 18 internal_value=1.27667e-05 -0.000834543 -0.000290974 0.00278672 0.00145239 0.00858583 -0.00163149 -0.00186616 0.00872698 -0.00252309 -0.000881001 -0.00691088 -0.0070913 -0.00254294 0.00245358 6.76097e-05 5.53225e-05 -0.0076082 6.89127e-05 0.00129907 0.0125144 0.000381081 -1.39869e-05 -0.00687351 7.8613e-06 -0.0151869 -0.0165324 internal_weight=7477.09 454.541 418.209 141.581 130.89 39.5063 91.3834 276.628 16.1532 260.475 189.541 70.934 36.3328 23.263 17.2252 7022.55 7013.52 12.4155 7001.11 442.012 33.4423 408.57 6559.1 20.825 6538.27 13.0698 7.74093 internal_count=27017 1621 1487 487 452 132 320 1000 54 946 676 270 134 85 63 25396 25360 71 25289 1483 128 1355 23806 89 23717 49 42 is_linear=0 shrinkage=0.03 Tree=821 num_leaves=25 num_cat=0 split_feature=2 4 10 7 5 5 3 5 8 4 0 12 5 5 13 11 4 9 3 6 8 10 5 5 split_gain=0.462118 2.27594 2.37847 1.64711 4.00559 4.14371 3.18382 2.96652 5.14815 3.35816 1.11445 0.864074 2.89714 1.97688 2.35779 1.91342 1.03794 3.29754 2.78525 0.943165 4.44617 3.23383 0.877449 1.59288 threshold=2.3000000000000003 1.3450000000000006 -3.1666666666666661 1.5000000000000002 1.2950000000000006 1.3350000000000006 0.90000000000000013 1.1850000000000007 4.7000000000000002 1.6400000000000006 525.00000000000011 5.1000000000000005 2.0750000000000011 2.265000000000001 1.7000000000000004 -1.0000000180025095e-35 2.5950000000000011 6.3000000000000016 1.7000000000000004 0.3000000000000001 7.1000000000000005 -1.1666666666666663 3.0650000000000008 2.9150000000000005 decision_type=2 2 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 10 -3 4 6 -6 -4 8 -5 -9 -2 16 -13 -14 -15 -16 19 18 -18 20 21 -1 23 -21 right_child=1 2 3 7 5 -7 -8 9 -10 -11 -12 12 13 14 15 -17 17 -19 -20 22 -22 -23 -24 -25 leaf_value=-0.02099486785322692 -0.025717983121901496 0.024193198704848155 -0.01964012391017082 0.030585674604435321 0.018345236883705242 -0.0014593489007970219 -0.003311742245067984 -0.012610943637314733 0.001796680284065417 0.0018602735950257758 -0.005490751024898672 0.022667013293001196 -0.013802436072725565 -0.0085895155440149518 -0.0058545246008404163 0.015219384692778039 -0.022699934887891803 0.030946307178608849 0.01579647887233792 4.1793175267986266e-05 0.021127518859756767 -0.0027456131734508371 -0.010241140549012397 0.012707624165214556 leaf_weight=9.9952763095498067 4.7315801754593831 3.4461827203631392 19.253333793953061 8.2303395532071608 9.9271026700735074 225.34279088303447 24.327130030840635 16.87924599647522 17.428482487797737 99.55307998508215 5.0872196182608604 6.5470997244119635 6.6462700068950644 8.8965148031711596 5.187333136796954 15.357705280184744 3.3786190506070835 3.9949153065681458 3.387294128537178 7251.1618514768779 6.3078575469553462 69.539120648056269 7.4534723013639441 8.9473322629928571 leaf_count=42 21 16 152 47 59 992 179 68 159 602 23 20 20 29 21 57 31 17 16 24080 30 281 23 32 internal_value=-7.56837e-06 -0.000958784 -0.000628413 -0.000831624 -0.00217121 -0.000623704 -0.0105254 0.00179727 0.0110311 -0.000237625 -0.015238 4.81944e-05 0.00430673 0.000975786 0.00431189 0.00989852 2.35396e-05 0.00933392 -0.00342705 9.91496e-06 -0.00311627 -0.00503904 4.68405e-05 5.74025e-05 internal_weight=7841.01 434.206 424.388 420.942 278.85 235.27 43.5805 142.091 25.6588 116.432 9.8188 7406.8 42.6349 36.0878 29.4416 20.545 7364.17 10.7608 6.76591 7353.4 85.8423 79.5344 7267.56 7260.11 internal_count=27017 2318 2274 2258 1382 1051 331 876 206 670 44 24699 147 127 107 78 24552 64 47 24488 353 323 24135 24112 is_linear=0 shrinkage=0.03 Tree=822 num_leaves=26 num_cat=0 split_feature=10 2 13 5 5 12 7 5 12 6 9 3 3 8 8 7 13 4 13 11 5 10 9 4 4 split_gain=0.463644 1.7087 1.76849 3.62911 1.95988 2.95422 3.41539 2.35058 2.32317 4.13874 1.73257 1.44456 2.46156 1.80319 1.40702 1.28835 2.25621 3.83325 2.03926 1.95352 1.87457 1.11024 0.598828 0.363966 0.00408487 threshold=-0.49999999999999994 1.0000000180025095e-35 5.1000000000000005 1.3650000000000007 0.99000000000000021 1.3000000000000003 2.1000000000000005 1.1450000000000007 2.7000000000000006 1.3 3.7000000000000006 3.7000000000000006 3.5000000000000004 5.5000000000000009 5.9000000000000012 0.3000000000000001 1.3000000000000003 1.4350000000000007 1.5000000000000002 -0.83333333333333315 2.1050000000000009 -1.1666666666666663 5.9000000000000012 1.1550000000000007 1.6350000000000005 decision_type=2 2 2 2 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 10 8 6 -6 -7 9 -3 -4 12 15 -14 23 19 17 -17 -18 22 -21 -10 -2 -13 -25 right_child=11 2 3 -5 5 7 -8 -9 21 -11 -12 14 13 -15 -16 16 18 -19 -20 20 -22 -23 -24 24 -26 leaf_value=-0.014219518637179879 -0.019610020789409478 -0.0030387510355784461 -0.0087082786704674627 -0.021346088216419579 -0.0076477506229389054 -0.002248861270009464 0.013587745008617915 0.00072614557643079359 0.017934918551676279 0.0061959983568264194 0.011576546219072998 -0.0077529183781150611 0.0032357542365008696 0.027418563507503404 0.00079967876578625403 -0.0025444918323550012 -0.0033822807299935284 0.0070429161159836695 -9.5568356965067752e-05 -0.003985105299943845 0.0090180700182454672 0.0061715607647738063 -0.0057813074393222386 -0.021677326235657397 -0.023312379449241798 leaf_weight=7.2506274133920661 8.0820201933383924 81.048496082425117 7.3248047977685946 10.210128575563429 69.686307951807976 269.41581791639328 7.5554881393909445 2118.8669868260622 12.228074558079244 94.726840883493423 7.8518378734588623 2.1033106669783574 6.2981196641921979 4.9609070122241974 6.2248722873628139 60.310223907232285 174.97018645703793 99.377549007534981 5862.4608614481986 63.499162212014198 11.838254727423189 17.634803354740143 4.3271785750985137 3.1286883130669594 2.4536371342837811 leaf_count=23 32 237 21 32 199 778 21 6381 47 262 22 21 32 15 29 187 536 307 17429 220 51 61 22 35 17 internal_value=-4.22341e-06 0.000324467 0.000363574 -0.00751713 0.000438472 0.000203789 -0.00557058 0.000390543 0.00325224 0.00193793 0.00178635 -0.000145065 -0.000123729 0.0138911 -0.00980199 -0.000148836 -9.77253e-05 0.00342198 -0.00019082 -0.00375853 -0.00194183 0.0109884 -0.0147878 -0.0183887 -0.022396 internal_weight=9013.84 2703.8 2696.55 25.3868 2671.16 2465.52 77.2418 2388.28 205.638 175.775 15.1766 6310.03 6296.12 11.259 13.9105 6284.87 6197.12 159.688 6037.43 87.7466 75.3374 29.8629 12.4092 7.68564 5.58233 internal_count=27017 8084 8061 75 7986 7379 220 7159 607 499 43 18933 18831 47 102 18784 18459 494 17965 325 271 108 54 73 52 is_linear=0 shrinkage=0.03 Tree=823 num_leaves=31 num_cat=0 split_feature=5 5 2 4 5 6 12 12 12 13 6 13 0 8 3 13 10 2 13 4 5 6 8 6 5 9 3 5 11 10 split_gain=0.382653 2.33798 2.48713 4.39929 1.82227 1.88808 3.17869 4.71105 2.67167 3.8648 2.98069 3.66076 1.99945 1.86657 1.75188 1.91925 1.76311 1.73319 1.89682 2.03166 1.18745 6.5846 1.58931 1.60673 1.55427 2.86765 3.6654 2.07753 4.65317 1.66395 threshold=0.88500000000000023 0.8650000000000001 2.5000000000000004 1.9100000000000006 0.92500000000000027 1.1000000000000003 1.7000000000000004 2.5000000000000004 1.7000000000000004 3.3000000000000007 1.7000000000000004 2.7000000000000006 525.00000000000011 4.3000000000000016 0.3000000000000001 4.1000000000000005 0.33333333333333326 1.3 2.5000000000000004 1.1550000000000007 0.93000000000000027 1.9000000000000001 4.5000000000000009 1.1000000000000003 0.97000000000000031 3.5000000000000004 1.1000000000000003 0.98000000000000043 1.0000000180025095e-35 0.83333333333333337 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 14 5 6 -2 -8 10 13 11 -7 -11 -10 16 -16 -1 18 -3 -20 21 22 -6 -24 25 26 -22 28 -26 -27 right_child=4 17 -4 -5 20 8 7 -9 9 12 -12 -13 -14 -15 15 -17 -18 -19 19 -21 24 -23 23 -25 27 29 -28 -29 -30 -31 leaf_value=-0.015042644334810132 -0.0044721981887184429 0.0089779805888870849 0.017668411935654812 -0.018366306091082727 -0.021125756987811706 0.004295986063552696 0.029009596648955516 -0.00030259955014115249 -0.00090742355151782607 -0.0010984341291620974 -0.0027420754977390263 0.035672718283545624 0.019661468804450702 -0.018564287949393098 0.00029263495691222508 0.0096726043487533747 0.0038799331405627922 -0.016442650015930586 -0.022143135382243297 -0.0010371923926270218 -0.010220944473833768 0.022780357035927071 -0.016364945765741521 0.0044201651908583519 -0.016226257824061022 0.008952270772113172 0.010121533989813566 8.1198548888522183e-06 0.0039998018404996801 -0.0026877946501269734 leaf_weight=12.116759248077871 8.8658180236816424 7.9081156253814724 7.0059455931186667 11.723455205559729 11.108162850141531 7.3560531586408633 12.083904951810839 8.3409253135323507 8.8898939937353152 10.437544733285906 10.501445800065992 6.1397951245307922 6.9595666527748099 13.680551692843435 163.60234528779984 22.309446468949318 6.9870586246252051 13.749931894242762 6.4370651990175274 11.328695341944693 23.904461339116096 5.8125658929347983 6.5712391994893533 6.8222139030694962 21.862512648105621 61.808668926358223 11.960424765944479 6937.8831571564078 19.251016303896904 13.459708899259565 leaf_count=55 30 26 35 68 41 24 42 38 30 38 36 21 25 49 595 78 28 61 23 39 92 19 30 26 89 214 43 25002 71 49 internal_value=1.25683e-05 -0.00111107 7.58667e-05 -0.000492801 5.35606e-05 0.00422 0.0105281 0.0170393 0.0013314 -0.00341943 0.00924391 0.0185705 0.00720639 -0.0116097 0.000529264 0.00141823 -0.00812187 -0.00784737 -0.00324407 -0.00868451 -1.00667e-06 -0.0059259 -0.0127359 -0.00577765 2.43255e-05 0.00354424 -0.00343702 -3.17255e-05 -0.0067556 0.00687076 internal_weight=7476.87 263.169 223.745 216.739 7213.7 93.2555 29.2906 20.4248 63.9649 39.9676 23.9973 13.4958 17.3971 22.5704 205.016 185.912 19.1038 39.4238 25.6739 17.7658 7120.44 30.3142 24.5016 13.3935 7090.13 111.133 35.8649 6979 41.1135 75.2684 internal_count=27017 1008 859 824 26009 333 110 80 223 142 81 45 63 79 756 673 83 149 88 62 25676 116 97 56 25560 398 135 25162 160 263 is_linear=0 shrinkage=0.03 Tree=824 num_leaves=31 num_cat=0 split_feature=8 10 0 12 10 2 2 8 11 7 12 10 5 10 12 12 7 5 4 9 5 10 4 2 5 4 4 2 11 0 split_gain=0.456649 1.95691 5.99181 2.8939 1.51193 3.15894 3.21507 3.60503 3.34067 2.97329 4.36059 2.73132 5.48311 2.71447 2.61596 2.37572 3.53126 3.0194 4.93549 2.45975 2.39108 2.36368 2.3167 2.18727 2.15911 3.85911 2.42133 2.08172 2.98424 2.75555 threshold=4.5000000000000009 2.1666666666666674 200.00000000000003 3.5000000000000004 1.0000000180025095e-35 1.1000000000000003 0.70000000000000007 4.9000000000000012 -1.0000000180025095e-35 0.50000000000000011 2.5000000000000004 1.1666666666666672 1.4250000000000007 1.5000000000000004 4.3000000000000016 2.9000000000000008 2.1000000000000005 1.1950000000000005 2.1050000000000009 7.1000000000000005 1.2350000000000008 -2.1666666666666656 1.5650000000000008 2.5000000000000004 1.9100000000000006 1.7400000000000007 0.88500000000000023 2.7000000000000006 1.5000000000000004 525.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 15 6 9 8 -8 -6 -11 27 13 -13 -14 21 17 18 -17 23 -19 22 -2 -18 26 -26 -23 29 -29 -7 right_child=4 2 3 -5 5 11 7 -9 -10 10 -12 12 14 -15 -16 16 19 20 -20 -21 -22 24 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00019448630730724433 -0.0027495091946691166 0.033852633172584044 -0.016794870736328162 0.0093023255254724713 0.013166737859556342 -0.0034631114695158963 0.0038853365940020564 0.0040775955587994328 -0.0074897169991620625 -0.0015054565865641426 -0.0159975970305643 0.009746896035772841 -0.0041259733995080055 0.0013310040165702911 0.0030691489503690298 -0.009884099174220274 -0.0051004344567452779 0.013160719246996523 0.014795822688410192 0.015751120484613485 0.0020450987724800278 -0.0067746160350240971 -0.024015778131370857 -0.022521673931814597 -0.002196483307835481 -0.018692799304502464 0.00020490295645364306 -0.014093898676849615 0.012414482531707238 0.0003547393545985084 leaf_weight=3401.1276433877647 12.163927435874941 6.3165484219789532 6.1541932374238995 10.10066021978855 10.340143308043478 593.96809862181544 40.585619129240513 300.94612412154675 54.357799187302589 141.18255055695772 21.536761596798897 62.993912942707539 182.13187310099602 76.236264783889055 60.612182855606079 40.018124878406525 45.558331668376923 17.777147315442562 8.9177682120352966 4.4037824869155875 859.25659718550742 46.174740627408028 7.4241581857204428 7.5628583226352921 104.17662669718266 14.545041806995867 1434.53461112082 26.578439923003319 4.4641505256295195 238.44514403492212 leaf_count=10777 44 19 24 33 30 2152 130 973 169 444 63 280 662 376 229 233 224 85 83 15 3044 140 45 75 298 51 5080 201 21 1017 internal_value=-7.12991e-06 0.000252915 0.00905715 -0.000578243 -0.000208701 -0.000873454 0.000978587 0.00246963 -0.0026272 -0.00243231 -0.00342357 -0.00171952 0.000392755 0.00513873 -0.00232938 0.000254742 0.0014177 0.00186575 -0.00538659 -0.00579454 0.00227041 -0.00045171 -0.0108097 -0.00758069 -0.000324856 -0.00421751 -1.27478e-05 -0.00265395 -0.0102818 -0.00236949 internal_weight=7840.59 3423.7 22.5714 16.2549 4416.89 1814.38 568.949 395.89 94.9434 173.059 162.719 1245.43 381.974 139.23 242.744 2602.51 983.495 925.97 48.9359 57.525 877.034 1619.02 19.5881 53.1212 1599.43 118.722 1480.71 863.456 31.0426 832.413 internal_count=27017 10853 76 57 16164 6747 1809 1272 299 537 507 4938 1547 656 891 9417 3759 3445 316 314 3129 5658 89 299 5569 349 5220 3391 222 3169 is_linear=0 shrinkage=0.03 Tree=825 num_leaves=15 num_cat=0 split_feature=13 6 3 10 2 12 5 2 3 3 4 8 8 4 split_gain=0.460967 0.509618 2.41712 0.528996 1.66134 1.73011 2.17517 1.89682 1.39767 1.97859 3.27531 1.54395 1.3795 0.363574 threshold=6.1000000000000005 3.5000000000000004 1.3 -0.49999999999999994 1.0000000180025095e-35 3.5000000000000004 2.3650000000000007 3.1000000000000005 3.7000000000000006 3.3000000000000003 1.6600000000000006 1.9000000000000001 5.9000000000000012 1.1550000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 -1 6 -6 -7 9 11 -11 -5 13 -10 right_child=-2 2 -4 8 5 7 -8 -9 12 10 -12 -13 -14 -15 leaf_value=-0.014021423410342893 0.0069636580715656702 -0.017646238340814219 0.0075844232338126219 -0.0058765735971967655 0.00065200538224327901 -0.0017842161303711853 0.010980138964887519 0.0057189283601494015 -0.0076388177352312864 0.0015015519102124736 0.023453232973917573 -0.0001304366523139915 0.0007686898841542686 -0.022345932043283733 leaf_weight=7.2206758856773368 8.536538287997244 7.2713878303766233 6.4473442211747169 42.372018210589886 2201.4641877636313 437.90060698240995 18.506652407348156 32.579718217253685 2.0889363400638086 22.685219511389736 8.3759386092424375 6205.7069234512746 6.2297062911093235 5.485017828643322 leaf_count=23 25 24 23 133 6411 1426 75 129 21 98 29 18519 29 52 internal_value=-4.36178e-06 -1.09678e-05 -0.00578867 -2.15163e-06 0.000349316 0.000387884 0.000738105 -0.00126464 -0.000152819 -0.000131857 0.00742103 -0.000169405 -0.00968845 -0.0182896 internal_weight=9012.87 9004.33 13.7187 8990.62 2697.67 2690.45 2219.97 470.48 6292.94 6279.14 31.0612 6248.08 13.8037 7.57395 internal_count=27017 26992 47 26945 8064 8041 6486 1555 18881 18779 127 18652 102 73 is_linear=0 shrinkage=0.03 Tree=826 num_leaves=24 num_cat=0 split_feature=13 6 4 11 12 12 13 2 10 4 4 6 8 12 8 9 9 9 11 3 10 6 9 split_gain=0.391541 1.51833 3.60309 1.46168 1.10142 2.04325 2.02629 1.20867 0.749856 0.652131 3.0729 2.21222 2.32537 2.3069 2.10071 2.97267 2.11066 2.92473 2.30352 1.5833 1.88105 1.53713 0.927577 threshold=5.3000000000000016 3.3000000000000003 1.1150000000000007 0.83333333333333337 2.3000000000000007 1.5000000000000002 5.5000000000000009 1.1000000000000003 -1.0000000180025095e-35 1.1050000000000006 1.1350000000000007 0.90000000000000013 3.5000000000000004 3.3000000000000007 6.5000000000000009 6.1000000000000005 2.9000000000000004 2.5000000000000004 -1.1666666666666663 1.0000000180025095e-35 1.0000000180025095e-35 2.7000000000000006 4.3000000000000016 decision_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 9 -3 4 5 -2 -6 -7 -8 14 11 12 -11 -13 16 22 17 -1 -18 20 -12 -21 -16 right_child=3 2 -4 -5 6 7 8 -9 -10 10 19 13 -14 -15 15 -17 18 -19 -20 21 -22 -23 -24 leaf_value=-0.0012233423901610917 -0.011710580628210013 0.021582898967624529 -0.0076339552454919917 -0.016461123328616548 -0.020233257222647214 0.0028978359206701977 -0.0071914902861652122 0.019492712025498342 0.0073256832708222409 0.0086607782713255619 0.0018491385254945519 0.0039525447921711964 -0.0088507789298656724 0.01606754798818346 -0.026121807217449396 0.0091053008744158247 -0.0051831829100395009 0.00999065382174728 -0.00038140487419531462 9.710627586258103e-05 -0.024991094325708993 -0.0035956452437035922 -0.010673686705917861 leaf_weight=43.703099921345711 5.7440536171197918 9.0912435352802259 6.5255970358848563 6.0603042691946021 6.1236283183097866 10.77047434449196 5.8761306405067453 6.237715780735015 7.0373122692108128 9.8018375933170301 4.4664672538638097 163.2641551271081 22.46984176337719 15.48759765923023 6.2717392444610613 5.1501581221818915 97.960511028766632 40.172834530472755 1094.7549344003201 5793.4220270365477 4.9593810141086578 103.25841103494167 7.9102520495653152 leaf_count=150 21 25 26 24 26 38 21 21 27 33 22 545 77 60 24 20 365 129 3719 21225 25 363 31 internal_value=1.26512e-05 3.0075e-05 0.00937445 -0.0026924 -0.000695659 0.0037594 -0.00602015 0.00898397 0.000719791 1.03895e-05 0.0001399 0.00369709 -0.00353202 0.00500223 -0.000600938 -0.0104162 -0.000452301 0.00414766 -0.000775786 1.2803e-05 -0.0122728 3.24415e-05 -0.0175053 internal_weight=7476.52 7428.67 15.6168 47.8496 41.7893 22.7522 19.0371 17.0082 12.9134 7413.05 6117.13 211.023 32.2717 178.752 1295.92 19.3321 1276.59 83.8759 1192.72 5906.11 9.42585 5896.68 14.182 internal_count=27017 26839 51 178 154 80 74 59 48 26788 22350 715 110 605 4438 75 4363 279 4084 21635 47 21588 55 is_linear=0 shrinkage=0.03 Tree=827 num_leaves=31 num_cat=0 split_feature=13 9 6 5 8 11 12 0 2 10 8 5 12 13 10 9 0 6 4 4 8 5 10 5 5 9 4 11 5 5 split_gain=0.45562 2.33325 2.35109 5.34447 2.60283 2.59233 3.08848 3.79851 3.0656 2.74544 2.93092 2.10119 1.5802 1.49547 3.83668 4.36421 2.90941 5.81699 3.59731 2.59507 2.54528 3.29116 2.46707 3.47164 2.97515 2.2409 1.5997 3.67303 2.06666 3.79087 threshold=2.3000000000000007 2.1000000000000005 1.5000000000000002 2.3950000000000009 2.5000000000000004 -1.1666666666666663 2.3000000000000007 575.00000000000011 0.70000000000000007 -1.0000000180025095e-35 4.1000000000000005 1.9000000000000004 1.5000000000000002 2.7000000000000006 0.83333333333333337 6.5000000000000009 200.00000000000003 1.3 0.99000000000000055 0.89000000000000024 6.1000000000000005 0.8300000000000004 0.33333333333333326 1.9250000000000003 2.5050000000000012 4.3000000000000016 1.0850000000000006 -1.8333333333333328 2.5750000000000006 2.6550000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 4 -4 6 7 -3 -8 12 -11 -6 -7 14 15 22 17 -17 -18 -16 21 -21 24 -24 -2 -22 27 -15 -28 -30 right_child=13 2 3 -5 11 9 8 -9 -10 10 -12 -13 -14 26 19 16 18 -19 -20 20 25 -23 23 -25 -26 -27 28 -29 29 -31 leaf_value=-0.015848571591345138 6.5066543582355523e-05 0.0055118908109627589 0.013617536112348373 0.015971582904916438 -0.0075865689246368767 -0.0037775957929703802 -0.016467809978918363 0.026167534943246942 0.0018094539708278538 -0.0037371906521370111 -0.00040165130401336504 0.00040561450411557838 0.0011784985965053276 0.015525432735778076 -0.01986472188585536 -0.0133451748165611 0.020428475880312779 0.0066342553484512517 0.0046181780555915909 -0.025518478225535417 0.010060551045078268 0.0067131860478906362 -0.0046792579171931747 0.0071776175055991136 0.022125593224261164 -0.0054235944708987179 -0.00038957598705339309 0.00076753742917343311 -0.026046355005589789 -0.0019533267742891589 leaf_weight=8.6979111246764642 768.01217602565885 50.849938869476318 6.5437860190868369 11.770273372530935 124.04213170707226 62.054424904286861 8.6529736518859846 9.5114551037549955 181.46395918726921 329.50250244885683 845.36342118494213 38.887307196855545 864.79536646790802 15.492290899157522 3.9115586727857581 23.333033785223961 14.088376194238661 29.949280619621277 160.58783989027143 2.8936037793755522 11.140386488288639 194.52451526746154 198.76526657864451 25.022587910294533 5.5416827499866477 34.344323433935642 3031.2599885426462 748.46147301793098 7.9532780498266247 22.520586565136909 leaf_count=46 2673 160 18 43 379 207 25 31 629 1044 3137 114 3078 44 12 72 42 85 499 13 58 656 717 74 19 140 10641 2267 24 70 internal_value=-7.05044e-06 -0.000337203 -0.000283949 -0.0035763 -0.00493394 -3.02635e-05 0.00285464 0.00876671 0.000977583 -0.000374081 -0.00133714 -0.00567903 0.000846678 0.000151372 0.000963916 0.000276543 0.0040215 -0.002115 0.00589335 0.00437635 0.00476671 0.00624076 -0.000579427 -0.00335349 0.000223107 -0.00163113 -0.000161292 0.00106681 -0.000467725 -0.00824129 internal_weight=7839.94 2542.14 2533.44 181.243 169.473 2352.19 250.478 60.3614 190.117 2101.72 1174.87 162.929 926.85 5297.8 1472.11 1225.3 227.959 53.2823 174.676 246.814 242.903 197.418 997.342 223.788 773.554 45.4847 3825.69 763.954 3061.73 30.4739 internal_count=27017 8911 8865 554 511 8311 845 191 654 7466 4181 493 3285 18106 5060 4181 698 157 541 879 867 669 3483 791 2692 198 13046 2311 10735 94 is_linear=0 shrinkage=0.03 Tree=828 num_leaves=18 num_cat=0 split_feature=8 8 12 11 5 10 2 4 12 8 5 4 4 9 8 10 8 split_gain=0.456473 0.907987 2.35198 1.61429 0.577842 2.05949 2.47306 1.74097 2.11614 1.28621 1.00363 2.12508 2.58483 2.3501 0.726084 1.09986 0.831589 threshold=1.0000000180025095e-35 1.7000000000000004 2.5000000000000004 1.0000000180025095e-35 0.74500000000000033 -0.83333333333333315 1.3 1.5050000000000006 1.9000000000000001 6.3000000000000016 0.79500000000000004 1.3850000000000007 1.1750000000000005 3.5000000000000004 10.100000000000001 -1.0000000180025095e-35 9.7000000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 6 -3 8 -7 -9 11 12 -6 -13 16 -16 -12 right_child=1 4 -4 -5 10 7 -8 9 -10 -11 14 13 -14 -15 15 -17 -18 leaf_value=0.0078856686816537562 -0.0057453758217534115 -0.019609695302515516 -0.016036986552647237 0.01311804197861516 -0.0027383456002234947 0.0041228870501221647 0.0056182659545941371 -0.0071253923087754491 0.018632372450209246 0.0089874751363081661 1.0507120010319248e-05 0.0098411096401950122 -0.019750507473826225 -0.0071236488664167819 0.0011310430651976021 -0.01558342979440136 0.0074981022541317863 leaf_weight=6.5946331024169913 10.455349266529089 7.5764662623405439 11.234615109860895 6.6992137134075156 22.912612199783325 35.323000311851501 6.4951926320791245 15.312865391373636 12.161142364144323 6.2902322784066191 8801.6464709714055 16.285188883543018 12.381932675838469 13.39300663769245 7.5017478317022324 6.7146011441946012 13.369821660220621 leaf_count=21 32 21 38 20 63 99 24 48 37 25 26370 51 34 42 24 21 47 internal_value=-4.2883e-06 -1.00659e-05 -0.00536679 0.00162118 6.87373e-06 0.00249602 -0.00796498 0.00462671 0.0078389 -0.00243377 -1.63993e-05 -0.00373133 -0.0087065 0.00218535 1.09383e-05 -0.00676346 2.18636e-05 internal_weight=9012.35 9005.75 28.3892 17.1546 8977.36 83.1589 14.0717 69.0872 47.4841 21.6031 8894.21 64.9727 35.2945 29.6782 8829.23 14.2163 8815.02 internal_count=27017 26996 90 52 26906 254 45 209 136 73 26652 190 97 93 26462 45 26417 is_linear=0 shrinkage=0.03 Tree=829 num_leaves=31 num_cat=0 split_feature=4 4 9 7 5 9 10 4 2 2 9 9 4 0 5 3 10 5 5 5 6 6 5 5 13 2 10 5 12 10 split_gain=0.387287 3.14948 3.01595 2.47162 3.22901 2.85076 5.14298 4.04718 4.42335 2.77157 2.95337 4.31391 2.90305 2.42987 2.40946 2.17242 3.97699 2.11191 3.58908 1.95771 1.93128 1.90672 1.77623 3.41463 3.02833 2.71132 1.67414 1.64859 1.55226 1.48862 threshold=1.7950000000000006 1.7750000000000004 6.3000000000000016 1.3 1.3050000000000006 3.5000000000000004 1.1666666666666672 2.0850000000000013 1.9000000000000001 0.90000000000000013 7.7000000000000002 6.7000000000000002 1.8850000000000005 475.00000000000006 0.82000000000000028 0.50000000000000011 -0.33333333333333331 1.7250000000000003 1.5650000000000006 1.2150000000000005 0.90000000000000013 0.90000000000000013 0.89000000000000024 1.0750000000000008 3.7000000000000006 1.5000000000000002 -2.8333333333333326 0.76500000000000024 3.3000000000000007 0.33333333333333326 decision_type=2 2 2 2 2 2 2 2 2 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 17 5 22 6 7 8 -2 12 11 -11 -6 -4 -7 16 -16 18 21 -9 -17 -3 27 24 -24 -25 -1 29 -20 -5 right_child=3 2 13 4 9 14 -8 19 -10 10 -12 -13 -14 -15 15 20 -18 -19 28 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.013973132199994489 0.0087408135920972671 -0.019971769024561034 -0.0062944965033539593 -0.015324594923904691 0.029815053650197543 0.025852218545351611 -0.014090236904562259 0.012496094158557536 0.030702172501810385 -0.00055475819229069316 -0.011432834847585277 0.0093985268824199504 0.0031069267495914144 0.017618840770452279 0.0073230919741247699 -0.0010818245449595065 -0.021631470921879552 -0.019332960008615438 0.019621686164297537 -0.0077922036737251696 0.0025974875295743808 -0.0058248819476462866 0.00042242616736283447 0.0019893015879203697 0.022708382004948846 -0.0089544122146194075 1.0905879467572447e-05 -0.021002666942643439 -0.0028490085188801113 0.012551795436523905 leaf_weight=7.7145912274718276 20.856706991791725 12.434415176510809 7.4498922675847989 3.6364377066493061 5.7671169936656943 3.5277994573116294 8.2369372099637967 6.9134122878313091 13.660408824682234 329.57513109222054 19.208626709878445 44.479645743966103 10.038133114576338 7.8579429984092712 7.3817528374493149 197.73982441239059 10.125781357288359 13.600377500057219 5.8849402815103513 11.239898853003977 366.13746557757258 27.621929317712784 40.094121649861336 27.101156860589981 6.3577988892793647 82.092862462624907 6160.5234168507159 10.41729226708412 5.221775159239769 3.2783670052886009 leaf_count=31 76 57 28 21 20 16 37 31 54 1366 83 183 36 28 35 836 51 53 22 48 1379 117 209 112 32 451 21503 61 21 20 internal_value=1.23947e-05 -8.33231e-05 -0.00599487 0.000499479 -0.000918316 0.00177727 0.00795397 0.0114014 0.0174322 0.000534713 3.9667e-05 0.000628808 0.0128524 0.00598089 0.00113409 0.000984098 -0.00942327 -0.00882553 -0.0060324 -6.57142e-05 0.00130723 -0.0102164 -0.00435453 -0.00334007 0.00347267 -0.00623826 -6.5839e-06 -0.0134645 0.00905718 -0.00210816 internal_weight=7476.18 6248.31 80.0713 1227.87 582.047 645.82 60.9074 52.6704 34.5171 409.069 393.263 374.055 15.8053 15.3078 584.913 581.385 17.5075 64.7634 51.1631 18.1533 563.877 40.0563 172.978 155.646 46.4519 109.194 6168.24 17.3321 11.1067 6.9148 internal_count=27017 21860 326 5157 2594 2563 246 209 130 1688 1632 1549 56 56 2317 2301 86 270 217 79 2215 174 906 804 241 563 21534 102 43 41 is_linear=0 shrinkage=0.03 Tree=830 num_leaves=20 num_cat=0 split_feature=4 8 5 11 10 12 4 4 8 2 9 12 13 2 5 10 8 8 2 split_gain=0.45465 1.08579 1.28089 1.76031 1.37753 0.90672 0.739024 0.962839 2.24388 1.21474 1.10437 0.714008 0.625385 0.597432 1.95485 0.676138 0.530284 2.05351 0.275116 threshold=2.7150000000000003 8.5000000000000018 1.2950000000000006 -0.66666666666666619 -1.0000000180025095e-35 5.1000000000000005 2.5850000000000013 2.6350000000000011 7.9000000000000012 3.1000000000000005 6.7000000000000002 6.5000000000000009 2.1000000000000005 3.5000000000000004 1.2050000000000007 1.1666666666666672 10.100000000000001 9.3000000000000025 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 -4 -5 -6 11 8 9 -8 12 13 -9 16 -15 -16 17 -1 -3 right_child=1 18 3 4 5 -7 7 10 -10 -11 -12 -13 -14 14 15 -17 -18 -19 -20 leaf_value=4.3733595140276309e-06 -0.021342955126720482 -0.022313073786544943 -0.015239729030827303 -0.0048944200726022463 0.0046231266393027695 0.026428725617642045 -0.013041872147572514 0.0027328793604385563 0.031341271388894018 0.014495099880586497 0.013819415740742299 0.010329332315410222 -0.015535117489178494 0.016727277496202553 -0.021912638011920081 -0.003515661006063367 0.0072919047305355653 -0.011533847702892619 -0.0075385010919389733 leaf_weight=7758.5275137983263 2.359442161396152 3.0545027051120988 3.7964760102331683 4.3325394131243256 3.1079692691564462 3.832689069211483 2.7935286052525061 3.0301898121833784 3.6031461395323277 2.9795210063457489 3.2448782399296761 6.0074172541499129 3.8036965392529964 2.3164901696145517 4.6295039393007755 2.9396708458662033 8.9460830837488157 13.907184658572076 1.8043592199683187 leaf_count=26486 34 34 32 31 26 17 20 17 18 21 14 23 33 21 47 18 36 71 18 internal_value=-6.89084e-06 -0.00428553 -0.00078939 0.00242866 0.00837884 0.0166644 5.30893e-06 0.00584506 0.0127645 0.0011702 -0.000592077 -9.26181e-06 -0.00743497 -1.72333e-05 -0.00738756 -0.0147677 -7.86988e-06 -1.62719e-05 -0.0168265 internal_weight=7839.02 22.288 17.4291 15.0697 11.2732 6.94066 7816.73 19.455 9.3762 5.77305 10.0788 7797.27 6.83389 7791.27 9.88566 7.56917 7781.38 7772.43 4.85886 internal_count=27017 192 140 106 74 43 26825 123 59 41 64 26702 50 26679 86 65 26593 26557 52 is_linear=0 shrinkage=0.03 Tree=831 num_leaves=31 num_cat=0 split_feature=5 5 10 2 3 11 13 5 0 4 7 4 9 3 12 5 12 5 4 11 5 9 12 11 7 11 0 4 10 10 split_gain=0.451809 3.98209 2.82931 3.71077 2.71958 2.51744 3.11148 2.45432 3.57093 2.29961 4.08228 3.27094 2.21225 2.15321 2.19372 3.71503 3.40718 2.08036 3.83559 3.56886 3.40647 3.53174 2.70039 1.85124 1.83264 2.18647 1.78298 1.22412 2.58227 1.09458 threshold=2.1250000000000009 2.1550000000000011 -1.0000000180025095e-35 2.1000000000000005 3.5000000000000004 -0.66666666666666619 2.9000000000000008 2.0250000000000008 525.00000000000011 1.3150000000000006 1.3 1.2050000000000007 5.3000000000000016 3.1000000000000005 3.5000000000000004 2.225000000000001 4.1000000000000005 2.1950000000000007 1.9050000000000002 -0.83333333333333315 2.2050000000000005 6.9000000000000012 3.5000000000000004 -0.33333333333333309 0.70000000000000007 0.83333333333333337 575.00000000000011 1.5850000000000006 -0.83333333333333315 -3.1666666666666661 decision_type=2 2 2 2 2 2 2 2 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 26 5 7 -4 -7 29 9 11 -11 -9 13 14 15 -3 -16 18 19 -14 21 -19 -22 -15 -10 -26 27 28 -2 -1 right_child=1 12 3 -5 -6 6 -8 8 24 10 -12 -13 17 23 16 -17 -18 20 -20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.011048764507141356 0.016967128934285876 0.0040263063629877357 0.025512367941627118 0.03254497257691906 0.01870423702881633 -0.0070859494835080186 0.017260247195134713 -0.0015732804135566601 -0.019436086789486839 -0.0029457492574799333 0.0092045127382791806 -0.019721031248579452 -0.026728951646107758 0.0025810331178661339 0.011481481059133804 -0.01791718132062636 -0.0072808607122329385 0.031024156562576524 0.011917940249490186 -0.0044810532913144565 0.0047517456367280921 -0.00014856610043181801 -0.00098585186352775564 -0.022346241184898693 -0.0031267145947410351 -0.019092121817837839 0.013989035185949477 -0.013915081300549022 -0.0091679155865018701 1.9385803929690635e-05 leaf_weight=8.0494041442871076 5.8045222014188793 12.059738844633104 6.0046264231205013 7.5193885862827292 6.9479597657918921 11.102799698710443 8.2237269282340986 32.396680310368538 13.244639694690703 67.740895092487335 39.340033516287804 12.344609417021273 8.0272084623575193 3.6787704229354867 18.431442648172379 16.368223451077938 16.517070338129997 7.0969004407525045 10.020214438438414 33.869831256568432 115.5258362442255 6.0676213353872299 204.52873651683331 9.8897983245551551 34.32933109998703 9.9600160419940931 7.1297292709350577 6.7323266565799704 8.2221598997712153 8264.5744123980403 leaf_count=24 20 38 20 25 27 40 26 128 57 233 119 47 32 17 65 59 56 25 31 131 456 22 855 54 116 34 24 22 32 24182 internal_value=-4.48105e-06 0.000851461 0.00807292 0.0140387 -5.71973e-05 0.00854528 0.00327372 -7.25656e-05 -0.00328043 -0.000868511 0.00151809 -0.00658044 -9.77794e-05 -0.00474182 -0.00241974 -0.00860829 0.00261418 0.000830036 -0.00475586 -0.00874361 0.00170035 0.0166564 0.00108517 -0.0155878 -0.00964508 -0.0067171 0.0010457 -0.00339972 0.00164729 8.6163e-06 internal_weight=9011.75 522.821 60.7393 32.8505 8488.93 25.3312 19.3265 8481.98 209.356 151.822 107.081 44.7413 462.081 76.945 63.3765 28.428 34.9485 385.136 51.9173 41.897 333.219 13.1645 320.055 13.5686 57.534 44.2893 27.8887 20.759 14.0267 8272.62 internal_count=27017 2050 209 111 24967 86 66 24940 734 527 352 175 1841 289 218 97 121 1552 194 163 1358 47 1311 71 207 150 98 74 52 24206 is_linear=0 shrinkage=0.03 Tree=832 num_leaves=23 num_cat=0 split_feature=2 9 9 4 0 12 4 3 11 8 8 6 13 4 9 13 4 2 0 8 4 3 split_gain=0.383458 4.18859 2.46789 3.47339 3.10408 2.97271 2.62555 2.34043 1.38412 0.707987 0.677341 0.964526 2.1149 0.653947 1.91325 3.89835 0.918614 1.22197 0.643193 0.189449 0.165667 0.00204389 threshold=2.9000000000000004 7.7000000000000002 7.3000000000000016 2.5450000000000008 925.00000000000011 4.5000000000000009 2.745000000000001 0.70000000000000007 1.0000000180025095e-35 1.1000000000000003 1.7000000000000004 1.3 3.7000000000000006 2.6350000000000011 6.3000000000000016 2.3000000000000007 2.5750000000000006 2.3000000000000003 575.00000000000011 0.50000000000000011 2.225000000000001 1.9000000000000001 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=9 2 3 4 7 -6 21 -2 -8 19 11 -11 -13 16 15 -15 18 -18 -12 -1 -3 -5 right_child=1 20 -4 6 5 -7 8 -9 -10 10 13 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 leaf_value=-0.012590513116969961 -0.012640398784142637 -0.024586756778146663 0.024883093566601254 -0.021828333651399516 0.039145650266324189 0.0059751025106245257 0.0089947807692727574 0.0042827268389974398 -0.0099047412503207276 0.014917737779715116 9.523322719331985e-05 -0.010512755601201428 0.01223221048172151 0.022255300699997073 -0.0099385414942871047 -0.0036877609596357949 -0.023495822381692146 0.0018628863602704545 -0.00066925173395265922 -0.0038594271484596451 -0.015611804462416267 -0.022863218213144465 leaf_weight=4.7056959792971593 8.0942186042666417 3.8677890971302977 4.4373733047395936 5.7190240360796469 4.3168221339583379 5.5678623281419277 6.7775555681437236 80.522638708353043 7.1843092069029808 6.548601001501086 6096.5934384018183 7.2195684611797315 7.5029604434967041 10.194602645933633 6.2448512315750113 10.667816057801245 3.4779047593474379 3.3647854030132294 1182.6124179922044 4.262761652469635 3.5499723255634308 2.4548246413469315 leaf_count=23 48 19 21 56 25 26 40 365 38 20 21370 26 22 44 26 56 21 21 4690 19 23 18 internal_value=1.2115e-05 0.00161168 0.00291069 0.00210248 0.00451562 0.0204613 -0.00863573 0.00273698 -0.000730282 -1.67449e-05 -6.44437e-06 0.00533919 0.00107863 -2.19927e-05 0.00462898 0.00898954 -3.92964e-05 -0.0110261 -2.89684e-05 -0.00844058 -0.0202915 -0.0221391 internal_weight=7475.89 132.492 125.075 120.637 98.5015 9.88468 22.1357 88.6169 13.9619 7343.4 7334.43 21.2711 14.7225 7313.16 27.1073 20.8624 7286.05 6.84269 7279.21 8.96846 7.41776 8.17385 internal_count=27017 679 637 616 464 51 152 413 78 26338 26296 68 48 26228 126 100 26102 42 26060 42 42 74 is_linear=0 shrinkage=0.03 Tree=833 num_leaves=31 num_cat=0 split_feature=3 6 8 12 10 8 8 10 12 12 4 3 10 4 5 12 12 7 5 7 13 12 6 4 4 5 13 6 4 6 split_gain=0.447136 1.95019 0.504139 1.19558 3.57644 2.31474 3.56306 1.90795 4.55337 1.74436 2.61599 3.89598 2.44355 3.10313 2.42097 1.96538 1.5785 1.22925 1.19365 2.98556 3.97631 2.85735 4.88591 4.12911 2.28205 1.33843 2.5438 2.72987 1.69313 1.13816 threshold=1.0000000180025095e-35 1.5000000000000002 4.7000000000000002 4.1000000000000005 0.50000000000000022 3.1000000000000005 3.7000000000000006 -0.33333333333333331 4.5000000000000009 2.7000000000000006 1.4250000000000005 1.5000000000000002 -1.8333333333333328 1.1750000000000005 1.9000000000000004 2.9000000000000008 4.700000000000002 1.1000000000000003 0.91000000000000036 2.3000000000000003 4.7000000000000011 1.7000000000000004 1.9000000000000001 1.195000000000001 1.6100000000000005 0.9650000000000003 2.1000000000000005 1.3 1.6550000000000002 3.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 9 7 17 -7 8 -5 10 14 -12 13 -11 -2 -14 -9 -6 19 21 24 23 -23 -4 -21 26 28 -28 -20 -27 right_child=2 -3 18 4 5 6 -8 16 -10 12 11 -13 15 -15 -16 -17 -18 -19 25 20 -22 22 -24 -25 -26 29 27 -29 -30 -31 leaf_value=-0.018232975396539279 -0.00014153679261204877 0.0084293651024138442 0.001920415757638888 0.010049131274223468 0.0056093404463211718 0.0210522626171489 0.0055746168219716792 -0.0075221434379073859 -0.0046032421629674473 0.010712734263326548 0.001891129733080884 0.012460977040324799 -0.0026864189429756796 -0.012883093819054536 0.0043257862724292101 8.6566417419618359e-05 0.0020772719136456668 -0.011354067041946206 -0.019727430442677534 0.025363082771203069 -0.017026681159811426 -0.0050282677979619928 0.014908290749956473 -0.018602910659421715 -0.0017006678819535689 -0.00018351632244422906 0.017187138052863742 0.0016928992952446771 0.0036686870005718337 -0.011105854515871627 leaf_weight=5.5389041099697334 1771.7118322104216 4.4547328054904938 13.563545756042002 37.863810315728188 7.1306176036596289 17.504268497228622 56.898768089711666 45.015876568853855 38.493279024958611 6.1076385080814353 387.83460151404142 34.148405268788338 297.32407116889954 28.069236651062965 116.34806282818317 1016.436491265893 23.447078742086887 8.3428975045680982 5.6540204584598523 8.851801276206972 4.126057729125022 60.419219836592674 13.543303094804285 25.241993367671967 4.1042404603213063 3743.853152949363 17.061401054263115 25.57408781349659 5.4839890152215958 8.6062131375074369 leaf_count=38 5530 21 50 125 22 56 184 141 130 19 1358 103 952 106 326 3238 80 25 25 38 21 335 51 103 28 13658 86 102 40 26 internal_value=-6.40263e-06 -0.00634805 1.69267e-06 0.000243772 0.00231942 0.00702036 0.00921593 -0.000598021 0.00266255 0.000110598 0.000611029 0.00274648 -0.00074702 -0.00866636 0.000133753 -0.000541003 -0.00423455 -0.00353687 -0.000237717 -0.00306621 0.00862165 -0.00483668 -0.00137768 -0.0114295 0.0167898 -0.000141223 0.00455821 0.00789321 -0.00820795 -0.000208567 internal_weight=7838.75 9.99364 7828.76 3892.68 234.697 89.8766 74.403 144.82 76.3571 3657.98 2310.04 421.983 1347.94 34.1769 1888.06 1313.76 68.463 15.4735 3936.08 129.85 17.0821 112.768 73.9625 38.8055 12.956 3806.23 53.7735 42.6355 11.138 3752.46 internal_count=27017 59 26958 12395 763 287 240 476 255 11632 7317 1461 4315 125 5856 4190 221 47 14563 626 87 539 386 153 66 13937 253 188 65 13684 is_linear=0 shrinkage=0.03 Tree=834 num_leaves=21 num_cat=0 split_feature=4 5 4 4 8 10 2 13 11 13 6 12 9 4 4 0 13 4 9 4 split_gain=0.456591 1.03635 0.635801 2.8721 2.78378 2.51188 1.88913 2.70728 2.77655 1.49409 3.04618 1.72122 1.42267 1.28453 2.43212 1.56971 1.18305 0.838439 5.40166 2.45363 threshold=2.975000000000001 1.7250000000000003 2.5350000000000006 2.5050000000000012 7.3000000000000016 -1.8333333333333328 2.9000000000000004 2.3000000000000007 0.83333333333333337 2.5000000000000004 1.1000000000000003 5.5000000000000009 4.9000000000000012 2.3550000000000009 2.3750000000000009 725.00000000000011 2.3000000000000007 2.265000000000001 4.7000000000000002 2.2550000000000012 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 3 13 -5 -4 7 8 -7 11 -11 -8 -9 17 16 -16 -15 19 -19 -1 right_child=1 -3 5 4 -6 6 9 12 -10 10 -12 -13 -14 14 15 -17 -18 18 -20 -21 leaf_value=-2.0333935277777036e-05 0.0029704245150761616 -0.012965624841876635 0.022409727779895281 -0.0023265397718821401 -0.026890730911608506 -0.015027411622898187 0.021646652324566369 -0.0018476665423447769 0.0068701034091802086 -0.01649931256902875 0.014073305498426374 0.0010591731944094645 0.012692519990406966 0.0066879289403703954 -0.0018699708436116836 0.0079317459078165307 0.022650651778554336 0.0076550742567136456 -0.0083478571037468429 0.014700028484910034 leaf_weight=8715.0011416748166 7.0892357751727086 7.6208743751049042 5.3963637873530379 10.2761127948761 6.9673781245946875 18.748755753040317 9.5180787295103091 12.879164449870588 7.2177007198333731 5.5869033336639387 6.175056129693985 5.9331542253494254 11.432177223265169 9.3009850680828112 47.632218360900879 21.271522201597691 7.587350867688655 28.530790366232395 56.72733835875988 10.202894173562525 leaf_count=25931 28 23 26 36 24 64 47 52 25 27 28 23 43 37 155 92 34 108 178 36 internal_value=-4.50085e-06 -0.00528557 4.1343e-06 -2.01859e-05 -0.0122519 0.00261947 0.00124131 -0.00220479 -0.00894072 0.00760815 -0.000448617 0.0137412 0.00498972 3.52265e-06 0.00365666 0.00115595 0.0138594 -3.20498e-05 -0.00299263 -3.12055e-06 internal_weight=9011.1 14.7101 8996.39 8913.5 17.2435 82.8874 77.491 50.2778 25.9665 27.2132 11.762 15.4512 24.3113 8896.25 85.7921 68.9037 16.8883 8810.46 85.2581 8725.2 internal_count=27017 51 26966 26631 60 335 309 184 89 125 55 70 95 26571 318 247 71 26253 286 25967 is_linear=0 shrinkage=0.03 Tree=835 num_leaves=29 num_cat=0 split_feature=8 2 2 4 6 10 4 12 0 0 6 5 4 4 13 10 7 6 4 13 13 6 8 9 9 8 4 5 split_gain=0.382881 1.64818 2.16709 3.19985 5.10198 4.57138 4.24626 3.77042 3.03462 2.99696 2.82398 2.81209 2.74925 2.70826 2.4155 2.36322 1.44738 1.79366 1.32278 0.8766 0.867926 0.78231 1.78035 1.13094 1.40964 0.751854 0.620423 0.618189 threshold=2.9000000000000004 0.50000000000000011 0.90000000000000013 1.195000000000001 0.90000000000000013 0.33333333333333326 0.92500000000000027 2.1000000000000005 350.00000000000006 475.00000000000006 0.90000000000000013 1.0850000000000006 0.98000000000000043 1.3850000000000007 1.7000000000000004 -1.0000000180025095e-35 1.5000000000000002 1.3 0.81500000000000028 2.9000000000000008 5.9000000000000012 1.0000000180025095e-35 5.7000000000000002 1.5000000000000002 1.7000000000000004 3.9000000000000004 0.94500000000000017 1.6100000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 3 4 15 7 -6 -5 10 11 14 -10 -11 -12 -4 -3 17 -1 -19 -7 21 22 27 -23 -25 -26 -18 -2 right_child=20 2 8 5 6 19 -8 -9 9 12 13 -13 -14 -15 -16 -17 26 18 -20 -21 -22 23 -24 24 25 -27 -28 -29 leaf_value=-0.016629413387066864 -0.024143563321578413 -0.023283512910032916 -0.010326982877939565 -0.0079897219908186684 0.0006169876680283793 -0.027140759223892932 0.013696919223564247 0.02125338139839102 -0.011753096667944591 0.0065540422551060001 -0.011672403794657643 0.010223907530520852 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29 31 4763 20472 25 18 internal_value=1.21703e-05 -0.000831942 -0.000300321 0.00285256 0.00527666 -0.00604426 0.0079126 0.00441246 -0.00178004 0.000288815 -0.00641984 0.00718728 -0.00169815 -0.00885672 0.00546684 -0.0113232 -0.00697471 -0.00249108 0.00242677 -0.0198049 6.67786e-05 5.47788e-05 -0.00748959 6.80876e-05 7.84129e-05 6.17537e-05 -0.0150049 -0.0163981 internal_weight=7475.61 454.236 418.055 133.533 104.94 28.5928 90.5598 16.2468 284.523 196.78 87.7427 44.004 152.776 72.815 14.9277 14.3802 36.1803 23.2171 17.2254 12.346 7021.38 7012.3 12.3484 6999.95 6994.83 6984.14 12.9632 7.66215 internal_count=27017 1621 1487 456 353 103 304 59 1031 697 334 154 543 277 57 49 134 85 63 44 25396 25360 71 25289 25266 25235 49 42 is_linear=0 shrinkage=0.03 Tree=836 num_leaves=12 num_cat=0 split_feature=5 5 0 5 10 11 5 9 13 12 10 split_gain=0.443435 0.921846 2.66376 0.900278 1.97639 0.672343 1.66727 1.94529 0.498628 3.67523 0.682348 threshold=3.1200000000000006 2.9150000000000005 475.00000000000006 2.8350000000000004 -1.0000000180025095e-35 -2.8333333333333326 2.1350000000000011 5.9000000000000012 0.90000000000000013 2.5000000000000004 -2.1666666666666656 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 6 7 -1 9 -7 -10 right_child=-2 2 -4 4 -6 8 -8 -9 10 -11 -12 leaf_value=0.0096473371001730129 -0.0059068878207496744 0.021588753915546061 -0.0051507122547098209 -0.020219523337270704 0.0035068344151742837 0.015245139624166461 0.017893021386767561 -0.011881547951867405 -0.0027668344808382999 -0.0020280143638206111 -4.2141221226845962e-06 leaf_weight=8.2682257667183894 11.446342095732687 6.5295088887214643 6.8922566622495651 6.1392726451158524 6.5106700137257558 15.435442760586737 6.5710919350385657 6.9544691890478125 81.32100273668766 39.345263125374913 7642.6880157049745 leaf_count=25 37 25 25 19 25 48 25 21 349 144 26274 internal_value=-6.43303e-06 2.19628e-06 0.00785768 -1.12981e-05 -0.00800805 1.67e-06 0.00526357 -0.000188107 -1.30722e-05 0.00283901 -3.32999e-05 internal_weight=7838.1 7826.66 13.4218 7813.23 12.6499 7800.58 21.7938 15.2227 7778.79 54.7807 7724.01 internal_count=27017 26980 50 26930 44 26886 71 46 26815 192 26623 is_linear=0 shrinkage=0.03 Tree=837 num_leaves=28 num_cat=0 split_feature=13 10 9 4 4 5 11 8 9 13 2 6 11 8 8 9 5 6 5 5 8 2 9 13 8 4 3 split_gain=0.451776 0.498093 1.63071 2.59924 4.83125 2.90114 2.58378 3.48496 3.20124 3.11287 2.87889 2.79057 2.2914 4.16921 2.1993 1.45668 1.35874 2.21573 1.37309 3.63579 5.03643 2.50603 1.94077 1.8501 1.79266 1.21226 0.680469 threshold=6.1000000000000005 -0.49999999999999994 4.3000000000000016 1.8600000000000005 1.8850000000000005 2.5450000000000008 1.0000000180025095e-35 3.7000000000000006 3.1000000000000005 4.7000000000000011 2.9000000000000004 1.7000000000000004 -1.4999999999999996 3.7000000000000006 4.1000000000000005 5.3000000000000016 2.7050000000000005 1.1000000000000003 1.4750000000000008 1.4450000000000007 3.7000000000000006 3.1000000000000005 8.9000000000000021 1.7000000000000004 4.1000000000000005 1.7950000000000006 3.3000000000000003 decision_type=2 2 2 2 2 2 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 12 15 -6 7 8 -1 10 -8 -9 13 -4 -14 -5 18 -18 19 21 -21 -3 23 -20 -24 26 -19 right_child=-2 16 3 4 5 -7 9 11 -10 -11 -12 -13 14 -15 -16 -17 17 25 22 20 -22 -23 24 -25 -26 -27 -28 leaf_value=-0.0052547384038656554 0.0068958728594783374 -0.00019276974786648358 0.018991497994950073 -0.027308270761181953 -0.0023347235353149277 0.01510749490889501 0.0041291968221765377 0.00025084895227598628 0.0076362046098615898 -0.012532549262107218 -0.015333204124317264 -0.0053590801583447397 -0.0016779582137004352 0.0016188017008341774 0.00085592797452007264 -0.0095659587690123653 0.0061849702664944434 -0.02352770437901738 -0.0015570646643213719 -0.013843061833664481 -0.0021090182372333396 -0.0086730219543830322 0.0048342993410488344 0.00075842485695538605 -0.0095217947242858259 -0.0023398165379534624 -0.0083971292058977465 leaf_weight=22.000175908207893 8.5312095880508405 3209.1206100210547 16.156802274286747 8.3090684860944766 280.55120890587568 8.8532175123691541 355.97980948537588 297.38849974423647 81.808282516896725 10.87686964869499 6.9743024408817282 109.07233148813248 447.25458769500256 53.936555050313473 992.17566063255072 8.3499242514371854 8.0772700533270854 7.8422139249742049 356.35831460729241 40.334399253129959 179.1069952622056 31.672095626592636 10.363998770713804 2416.7710737325251 31.996225595474243 6.6048940420150748 4.0600432492792606 leaf_count=65 25 9163 54 24 883 32 1033 878 232 32 24 311 1377 172 2933 25 37 47 1160 119 517 132 42 7514 119 28 39 internal_value=-4.49112e-06 -1.10306e-05 0.000329927 -0.000184585 -0.00270546 -0.00180115 0.00138653 -1.62298e-06 0.00490422 0.00328132 0.00375522 -0.00125456 0.000326534 0.00562328 6.8608e-05 -0.0184154 -0.000157085 -0.00692505 -0.000128415 -0.000528694 -0.00426579 -0.000275647 0.000363527 0.000460875 -0.00600938 -0.0126468 -0.0183664 internal_weight=9010.53 9002 2699.69 1815.59 306.063 289.404 884.1 510.269 103.808 373.831 362.954 406.461 1509.52 70.0934 1439.43 16.659 6302.31 26.5844 6275.72 3460.23 219.441 3240.79 2815.49 2773.13 42.3602 18.5072 11.9023 internal_count=27017 26992 8075 5500 964 915 2575 1486 297 1089 1057 1189 4536 226 4310 49 18917 151 18766 9931 636 9295 8835 8674 161 114 86 is_linear=0 shrinkage=0.03 Tree=838 num_leaves=23 num_cat=0 split_feature=13 6 4 11 11 11 11 4 4 4 6 5 8 8 9 9 9 11 3 10 6 9 split_gain=0.388462 1.42946 3.46219 1.41507 1.07272 2.95446 3.45099 1.7293 0.627855 2.92737 2.11755 2.23722 2.23455 2.02585 2.88821 2.02075 2.80197 2.20329 1.53788 1.84308 1.48461 0.916965 threshold=5.3000000000000016 3.3000000000000003 1.1150000000000007 0.83333333333333337 -1.1666666666666663 -0.66666666666666663 -0.33333333333333309 1.4950000000000008 1.1050000000000006 1.1350000000000007 0.90000000000000013 1.8450000000000004 3.5000000000000004 6.5000000000000009 6.1000000000000005 2.9000000000000004 2.5000000000000004 -1.1666666666666663 1.0000000180025095e-35 1.0000000180025095e-35 2.7000000000000006 4.3000000000000016 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 8 -3 4 -2 -6 -7 -8 13 10 12 -12 -10 15 21 16 -1 -17 19 -11 -20 -15 right_child=3 2 -4 -5 5 6 7 -9 9 18 11 -13 -14 14 -16 17 -18 -19 20 -21 -22 -23 leaf_value=-0.0012121758122837357 0.011695914716290536 0.02104367557380199 -0.0075989520099629428 -0.016296991040618949 -0.017610432376067565 0.019580217279403744 -0.0099843646722104391 0.0093837633285073444 0.0084392254158749888 0.0017713299500595422 0.0034755612564974681 0.012885486042461746 -0.0087133998784881574 -0.025962633193290386 0.0089057781459263002 -0.0050794728085286926 0.0097559078897382218 -0.00037599292491250776 9.5769614384852439e-05 -0.024879843288689137 -0.0035361255592151978 -0.0105200037739791 leaf_weight=43.664208918809891 5.441477268934249 9.104410380125044 6.5167037397623053 6.008561596274375 8.8968826532363874 7.532262757420539 14.031939178705221 5.8907180726528159 9.8413263708353025 4.4746853150427324 152.45514215528965 26.725640043616295 22.380197003483772 6.1809189468622225 5.1727184951305381 97.630007863044739 40.319274917244911 1094.4756892547011 5792.7046254314482 4.8847330287098885 103.09818609803915 7.8629922568798065 leaf_count=150 20 25 26 24 33 26 52 23 33 22 502 103 77 24 20 365 129 3719 21225 25 363 31 internal_value=1.18424e-05 2.91917e-05 0.00909475 -0.00268391 -0.000726778 -0.00258632 0.0022823 -0.00425761 1.00853e-05 0.000137148 0.00360585 0.00487909 -0.00347452 -0.00058992 -0.010258 -0.000444328 0.00405345 -0.000761194 1.29703e-05 -0.0121381 3.22597e-05 -0.0173165 internal_weight=7475.29 7427.49 15.6211 47.8018 41.7933 36.3518 27.4549 19.9227 7411.87 6116.56 211.402 179.181 32.2215 1295.31 19.2166 1276.09 83.9835 1192.11 5905.16 9.35942 5895.8 14.0439 internal_count=27017 26839 51 178 154 134 101 75 26788 22350 715 605 110 4438 75 4363 279 4084 21635 47 21588 55 is_linear=0 shrinkage=0.03 Tree=839 num_leaves=31 num_cat=0 split_feature=13 9 6 5 8 11 12 0 2 10 8 4 9 7 3 4 3 8 4 3 5 8 0 9 7 10 13 10 5 2 split_gain=0.442778 2.27324 2.26278 5.15092 2.49793 2.47389 2.95509 3.61796 2.95883 2.66858 2.83441 2.02344 1.54487 1.4609 1.78709 2.0736 5.72218 3.3333 6.26673 1.90795 1.77363 1.4676 1.15619 3.85103 1.83104 1.72577 1.38423 3.46261 1.90267 1.10735 threshold=2.3000000000000007 2.1000000000000005 1.5000000000000002 2.3950000000000009 2.5000000000000004 -1.1666666666666663 2.3000000000000007 575.00000000000011 0.70000000000000007 -1.0000000180025095e-35 4.1000000000000005 1.3650000000000009 3.3000000000000003 0.70000000000000007 0.50000000000000011 0.95000000000000018 1.1000000000000003 3.3000000000000003 1.1650000000000007 2.3000000000000003 1.8250000000000002 9.9000000000000021 925.00000000000011 6.3000000000000016 1.3 -0.33333333333333331 2.7000000000000006 0.83333333333333337 2.1350000000000011 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 29 5 4 -4 6 7 -3 -8 12 -11 -6 -7 14 -2 16 -16 19 -19 -17 -18 22 26 24 -24 -25 27 -15 -28 -1 right_child=13 2 3 -5 11 9 8 -9 -10 10 -12 -13 -14 21 15 17 20 18 -20 -21 -22 -23 23 25 -26 -27 28 -29 -30 -31 leaf_value=-0.024955996547187404 0.016188273916317022 0.0053811613441050463 0.013331797148773009 0.015759641332245496 -0.0089748087875190299 0.0055077482909525102 -0.016185564058686285 0.0254850240036666 0.0017665121503657654 -0.0036783091209715278 -0.00039672189774869022 -0.0022816952897448044 0.00051554309751765859 0.00020024160384284818 0.014877524041694528 -0.0023214604275170639 -0.021905981609138831 0.015606746236631094 0.0016563893191498711 -0.020744904989828398 -0.0026551864484546835 0.01507284165777068 -0.02380823129550115 0.027173496556963505 -0.0062117250099566895 0.00033290199499919927 -7.1121633429192832e-05 0.0043031203385823459 -0.0030536292292797341 -0.0031999604323088328 leaf_weight=4.9566118493676168 8.1760852783918363 50.923780962824821 6.5428543984889975 11.675409376621245 80.002884149551392 59.624713499099016 8.6570741236209852 9.5706805735826475 181.48344743065536 329.14869196712971 845.07812366820872 82.645807981491089 867.23800458572805 1085.9435252696276 8.2830609083175677 20.025267496705059 12.100197225809099 35.883400499820709 150.6621352173388 6.769140198826789 6.6881197541952124 5.8376291021704665 7.051515448838475 3.8682244941592216 21.701403422281146 4.8705734685063344 3491.8192224819213 223.17207686603069 203.73699963092804 3.6605631411075592 leaf_count=25 25 160 18 43 233 258 25 31 629 1044 3137 260 3027 3718 23 57 34 103 449 22 20 32 48 18 179 29 11955 786 608 21 internal_value=-6.13156e-06 -0.000331665 -0.000279326 -0.00351283 -0.00484277 -3.0643e-05 0.00278657 0.00856174 0.000949156 -0.000366703 -0.00131659 -0.00557387 0.00083669 0.000150054 0.00239525 0.00192616 -0.00589528 0.00291865 0.00433984 -0.00697582 -0.0150532 3.94895e-05 2.20845e-05 -0.00522656 -0.0105272 0.0122139 6.14039e-05 0.000899682 -0.000235548 -0.0157141 internal_weight=7837.8 2541.21 2532.59 180.867 169.192 2351.72 250.635 60.4945 190.141 2101.09 1174.23 162.649 926.863 5296.59 248.587 240.411 27.0714 213.34 186.546 26.7944 18.7883 5048 5042.16 37.4917 28.7529 8.7388 5004.67 1309.12 3695.56 8.61717 internal_count=27017 8911 8865 554 511 8311 845 191 654 7466 4181 493 3285 18106 733 708 77 631 552 79 54 17373 17341 274 227 47 17067 4504 12563 46 is_linear=0 shrinkage=0.03 Tree=840 num_leaves=31 num_cat=0 split_feature=0 4 4 4 12 13 2 7 6 9 4 5 5 5 9 9 2 4 4 13 4 4 0 3 11 4 9 4 10 0 split_gain=0.444477 3.08983 3.17148 3.67483 3.60873 3.32398 3.11428 3.181 2.68262 2.68056 2.49091 2.17313 3.83952 2.99793 1.36992 2.68148 3.04279 2.84157 2.77665 1.30295 3.53158 1.57675 1.28384 1.20961 1.17396 3.33114 5.95023 3.80562 1.29763 4.12755 threshold=525.00000000000011 0.61500000000000021 0.83000000000000029 1.2750000000000006 3.9000000000000008 1.9000000000000001 0.90000000000000013 1.1000000000000003 0.50000000000000011 2.9000000000000004 1.2350000000000005 1.1550000000000007 1.4350000000000007 1.0350000000000008 2.1000000000000005 1.5000000000000002 1.1000000000000003 1.0850000000000006 1.2150000000000005 0.90000000000000013 1.4750000000000008 1.195000000000001 200.00000000000003 1.3 1.1666666666666672 1.3450000000000006 3.1000000000000005 1.6000000000000008 -0.83333333333333315 350.00000000000006 decision_type=2 2 2 2 2 2 2 2 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 5 4 9 -3 7 -5 -8 -4 -6 13 -13 -7 15 23 17 -17 -18 20 21 -16 -22 -1 28 26 -26 -27 29 -21 right_child=1 2 3 6 10 11 8 -9 -10 -11 -12 12 -14 -15 19 16 18 -19 -20 24 22 -23 -24 -25 25 27 -28 -29 -30 -31 leaf_value=0.0017405582939412135 0.021354332181502088 0.014835357869948192 -0.0045313473977801645 0.00093540799871000377 -0.015457616960723798 -0.0056056201883449026 0.0038531100213421337 -0.006285542033363881 -0.0002556978503747817 0.002827961954598853 0.0097763183069560795 0.0050368767197835366 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leaf_count=21 19 23 134 280 79 28 547 417 4480 2279 17 58 79 24 20 20 26 30 48 1441 25 24 35 20 47 554 735 656 13290 1561 internal_value=-4.04401e-06 0.000314027 0.000265933 0.000427627 0.00208056 -0.00617227 -0.000320454 -0.00355739 0.000149797 0.00239937 -0.0101443 -0.0082922 -0.00460718 -0.0169906 -0.000143619 0.00454196 0.00818958 -0.00136209 0.0149213 -0.000185635 -0.00621779 -0.0188278 0.00164398 -0.00734512 -0.000154315 0.00105603 -0.00171883 0.00272903 -0.000295684 0.000665886 internal_weight=9010.76 2748.14 2741.87 2674.7 833.351 67.1743 1841.35 233.572 1607.78 812.17 21.1802 61.0169 42.8597 18.1572 6262.62 55.6588 42.5899 17.6072 24.9827 6206.96 32.061 12.3124 19.7486 13.0689 6174.9 645.8 242.908 402.892 5529.1 1028.19 internal_count=27017 8464 8445 8233 2509 212 5724 697 5027 2413 96 189 137 52 18553 165 124 50 74 18388 104 44 60 41 18284 1992 782 1210 16292 3002 is_linear=0 shrinkage=0.03 Tree=841 num_leaves=31 num_cat=0 split_feature=9 5 2 7 4 5 8 10 11 5 5 13 3 3 4 8 2 5 0 2 12 8 5 5 4 3 13 0 2 12 split_gain=0.376809 1.83453 1.63979 3.47225 2.65432 1.73278 1.42498 1.85907 1.80116 7.46933 2.17322 2.19869 2.79276 1.68399 1.54162 4.09205 5.2641 1.79655 1.7477 1.73344 1.24562 1.69078 1.1863 7.45207 3.6771 2.36572 2.17775 1.67183 1.44075 1.43338 threshold=5.3000000000000016 2.225000000000001 1.1000000000000003 0.70000000000000007 1.3650000000000009 2.2850000000000006 8.1000000000000014 2.8333333333333344 0.83333333333333337 2.055000000000001 2.4450000000000007 2.7000000000000006 1.3 1.5000000000000002 2.0250000000000008 5.3000000000000016 1.9000000000000001 0.89000000000000024 350.00000000000006 3.1000000000000005 5.1000000000000005 6.1000000000000005 2.0750000000000011 2.0450000000000008 1.0350000000000008 2.3000000000000003 2.7000000000000006 475.00000000000006 1.3 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 22 3 -3 -4 -5 7 14 10 13 11 -8 -13 -10 17 18 -17 -2 -16 -19 21 -6 23 29 -24 26 -26 -27 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4.8658775985240919 5.4128484800457946 4.6073544621467581 8.1508487984538061 6.2666359692811957 5.5885512083768845 9.8043073341250402 59.153483152389526 101.71478508226573 2656.4036233685911 40.094371773302555 6.5349000766873351 5.8187016844749442 6.9959352165460578 5.6982937902212134 10.268216565251352 19.457436151802543 10.916820138692858 9.0817594826221448 15.920214176177977 7.2834526896476737 96.143123082816601 leaf_count=15232 63 26 25 19 47 32 153 29 24 27 20 39 30 21 42 218 450 9582 168 31 24 22 19 34 68 38 31 61 25 417 internal_value=1.07309e-05 0.000183201 0.00572985 0.0120151 0.00130262 0.0028235 -0.00025231 -0.000153588 -0.00464062 0.00414994 -0.0074719 -0.00949577 0.00014478 0.0189606 -0.000190794 0.00227954 0.00460763 -0.000385251 -0.00522599 -0.000327739 0.00517188 0.00869161 0.000117271 0.000174897 -0.0040351 -0.00639642 -0.000383473 -0.0127907 0.0196838 9.67788e-05 internal_weight=7475.26 4514.92 53.0365 21.9188 31.1177 13.7631 2960.34 2895.21 65.1321 15.8673 49.2648 44.6575 14.4175 10.4544 2888.29 210.767 160.868 2677.52 49.8987 2662.94 26.0396 20.2209 4461.88 4400.81 61.0745 55.3762 28.5392 26.837 17.5517 4383.26 internal_count=27017 16120 195 77 118 51 10897 10583 314 72 242 222 69 45 10554 878 668 9676 210 9613 93 69 15925 15708 217 198 99 99 59 15649 is_linear=0 shrinkage=0.03 Tree=842 num_leaves=30 num_cat=0 split_feature=2 10 4 7 5 5 3 12 13 3 0 8 6 6 10 9 4 6 12 5 5 13 6 12 10 8 8 6 8 split_gain=0.450166 2.26258 2.13281 1.61262 3.87438 3.90832 3.14847 2.85377 3.2613 1.75166 1.10103 0.829037 3.22172 3.71596 4.3637 2.32993 2.23355 1.74932 1.13927 2.58124 1.6425 1.88761 1.31274 2.87664 4.27362 3.3646 1.29938 2.0683 1.06874 threshold=2.3000000000000003 -3.1666666666666661 1.3450000000000006 1.5000000000000002 1.2950000000000006 1.3350000000000006 0.90000000000000013 3.1000000000000005 2.5000000000000004 0.50000000000000011 525.00000000000011 8.1000000000000014 1.9000000000000001 0.50000000000000011 -0.83333333333333315 4.5000000000000009 1.5350000000000008 0.90000000000000013 5.1000000000000005 2.0750000000000011 2.265000000000001 1.7000000000000004 0.3000000000000001 2.3000000000000007 -0.49999999999999994 6.1000000000000005 7.3000000000000016 0.90000000000000013 7.1000000000000005 decision_type=2 2 2 2 2 2 2 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 10 4 6 -6 -4 9 -9 -5 -3 18 13 -13 17 -14 -16 -15 22 -20 -21 -22 23 24 -1 -25 28 -28 -24 right_child=1 2 3 7 5 -7 -8 8 -10 -11 -12 12 15 14 16 -17 -18 -19 19 20 21 -23 26 25 -26 -27 27 -29 -30 leaf_value=-0.011213450700433796 0.023080887131536505 -0.025571813592077101 -0.019552139486348676 0.034729157499285415 0.017656500350695051 -0.0014474734659270972 -0.0032379046098203949 0.012131955878336135 -0.0011495840996563964 0.0058662081778008274 -0.0053602050890006799 0.023367315085793726 -0.0022290008801037521 0.0017344289936871429 0.013045886940191891 0.022287438001018144 -0.00015270552080398595 -0.017763241336484464 0.022340987804755703 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-0.000628971 -0.0104015 0.00178114 0.000771519 0.019687 -0.0150333 4.94297e-05 0.00260846 0.000497354 -0.00103063 0.0148486 0.00270479 -0.0127503 1.00515e-05 0.00505671 0.0016997 0.0048833 -1.78103e-05 -0.00373836 0.00485525 -0.00730965 2.59775e-05 -0.00238796 9.3566e-05 internal_weight=7837.87 433.541 430.041 420.321 278.249 235.021 43.2274 142.072 134.489 7.58316 9.72065 7404.33 112.211 95.7041 89.7104 16.5065 68.0279 21.6825 7292.12 40.0376 33.5261 27.2599 7252.08 84.3581 24.7653 59.5928 7167.73 195.225 6972.5 internal_count=27017 2318 2302 2258 1382 1051 331 876 830 46 44 24699 478 423 391 55 289 102 24221 139 119 100 24082 347 98 249 23735 780 22955 is_linear=0 shrinkage=0.03 Tree=843 num_leaves=31 num_cat=0 split_feature=5 5 11 2 6 11 3 5 0 10 6 10 11 12 8 9 7 12 9 10 8 10 8 9 9 10 12 5 0 9 split_gain=0.436314 3.79275 2.7324 2.96938 3.52748 2.92357 2.63549 2.34127 3.46843 2.30335 2.26851 2.80163 2.1342 3.63604 2.85406 1.95745 1.96102 1.93663 1.9705 1.84377 1.79321 3.01935 1.67174 1.6114 1.1706 1.03187 1.40925 2.1654 1.04354 0.909001 threshold=2.1250000000000009 2.1550000000000011 -1.1666666666666663 1.9000000000000001 2.1000000000000005 1.1666666666666672 3.5000000000000004 2.0250000000000008 525.00000000000011 -1.0000000180025095e-35 2.5000000000000004 -0.49999999999999994 2.1666666666666674 4.5000000000000009 5.5000000000000009 5.3000000000000016 0.50000000000000011 5.700000000000002 6.3000000000000016 -1.0000000180025095e-35 4.7000000000000002 -0.33333333333333309 6.1000000000000005 5.9000000000000012 5.7000000000000002 -3.1666666666666661 5.700000000000002 1.7650000000000006 875.00000000000011 6.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 4 5 -4 7 25 10 -5 11 -9 15 23 29 16 -3 18 -17 -19 24 -22 -18 -14 -10 -1 28 -28 -27 -15 right_child=1 12 3 9 -6 -7 -8 8 20 -11 -12 -13 13 14 -16 17 22 19 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.010734090131194387 0.023804708989027885 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4.2242504283785811 252.18851047754288 8.1556431669741851 16.173641070723534 19.780409500002861 16.300674319267273 5.5368682593107224 13.909111499786375 8027.0622726008296 7.0602549761533719 6.5504184514284134 223.07796370610595 3.9175545200705528 leaf_count=24 31 31 74 21 28 35 27 128 29 20 23 376 19 22 27 370 186 17 1034 42 52 70 51 23 56 23309 27 23 823 19 internal_value=-3.90718e-06 0.00083759 0.0078835 0.00534142 0.00127401 -0.00310651 -5.56991e-05 -7.0853e-05 -0.00320747 0.0178815 -0.00083087 -0.00158316 -8.98015e-05 0.0081869 -0.00120685 -0.000592518 -0.00514459 0.000296756 0.000707267 -0.0113653 -0.00949502 -0.00540566 -0.00675245 0.0213658 -0.0163823 8.36073e-06 1.88119e-05 0.00966416 2.89944e-06 -0.0140923 internal_weight=9010.05 522.393 60.7606 52.3949 39.5627 31.9279 8487.66 8480.69 208.9 12.8322 151.598 145.484 461.632 26.4334 15.433 435.199 71.1242 364.074 351.695 12.3799 57.3018 35.9541 64.4135 11.0004 21.3478 8271.79 8263.75 13.6107 8250.14 7.72586 internal_count=27017 2050 209 178 137 109 24967 24940 734 41 527 504 1841 110 68 1731 268 1463 1404 59 207 122 237 42 85 24206 24182 50 24132 41 is_linear=0 shrinkage=0.03 Tree=844 num_leaves=26 num_cat=0 split_feature=8 2 4 4 0 7 0 11 12 5 5 3 0 9 5 4 11 13 6 8 9 9 7 4 5 split_gain=0.378047 1.5921 2.12146 3.2961 3.09251 2.05848 3.19737 3.85776 2.59796 3.08276 2.54221 1.80279 1.4813 1.44865 2.06254 2.13806 1.49723 0.847861 0.748746 1.74072 1.10152 1.34837 3.65475 0.795101 0.611509 threshold=2.9000000000000004 0.50000000000000011 1.0150000000000006 1.0050000000000006 525.00000000000011 0.90000000000000013 200.00000000000003 -0.33333333333333309 1.7000000000000004 1.1850000000000007 1.2050000000000007 0.90000000000000013 575.00000000000011 5.1000000000000005 1.4950000000000008 0.83000000000000029 -1.0000000180025095e-35 5.9000000000000012 1.0000000180025095e-35 5.7000000000000002 1.5000000000000002 1.9000000000000001 1.5000000000000002 1.0750000000000008 1.6100000000000005 decision_type=2 2 2 2 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 11 6 -4 -8 10 -10 -7 -3 -6 14 15 -1 -15 18 19 24 -20 22 -22 -23 -2 right_child=17 2 5 -5 12 8 7 -9 9 -11 -12 -13 -14 16 -16 -17 -18 -19 20 -21 21 23 -24 -25 -26 leaf_value=0.0035702679346225029 -0.024040694574241829 -0.0080553541456386563 -0.02287014395028783 0.023874215662655539 0.013145709265970439 0.017953010670937682 0.0066063997515585409 -0.010289545678589503 -0.0096683728008844089 0.00016963805910094726 -0.0014954046554536242 0.001245844067924373 0.0014559392297361991 -0.0028570195289544451 0.013184749746763759 -0.018811874565423693 -0.022214965142938088 0.0092189534859182937 -0.013879907535422694 0.0070100146818944881 0.017977298635401921 -0.00076866884942935749 -0.0058271235731529314 0.000177276697924214 -0.00692678167506943 leaf_weight=7.6536189019680041 4.1247971691191179 25.807575777173042 9.3333803266286832 6.3086708635091773 24.944391846656799 12.827986195683481 19.780353620648384 31.578930020332336 35.111719161272049 156.15236574411392 11.446701779961584 68.626701161265373 16.022690787911415 6.1932442337274543 5.9155234247446051 7.7110898941755295 8.5744462385773641 9.0949141979217512 5.0934324376285067 4.6908623166382313 12.890636473894121 921.53282967954874 10.560078099370001 6049.4385043643415 3.4513975083827972 leaf_count=27 24 91 37 21 81 43 75 115 130 561 39 239 55 23 21 28 35 36 23 29 39 3143 36 22048 18 internal_value=1.08729e-05 -0.000828133 -0.000306379 0.00267775 0.00169015 -0.00183727 -0.00671764 -0.00378229 -0.000463027 -0.0016364 0.00878213 -0.00129604 0.00857371 -0.00687738 -0.00186746 -0.00766266 -0.0140967 6.51253e-05 5.3252e-05 -0.00735197 6.62301e-05 7.63858e-05 0.00725794 5.22267e-05 -0.0162443 internal_weight=7474.87 453.989 417.941 141.71 135.401 276.231 60.6927 51.3593 215.539 191.264 24.2747 94.4343 40.9671 36.0479 21.2802 15.3647 14.7677 7020.88 7011.78 12.2671 6999.52 6994.42 23.4507 6970.97 7.57619 internal_count=27017 1621 1487 487 466 1000 227 190 773 691 82 330 136 134 76 55 58 25396 25360 71 25289 25266 75 25191 42 is_linear=0 shrinkage=0.03 Tree=845 num_leaves=31 num_cat=0 split_feature=8 12 10 4 5 7 6 10 10 4 4 11 6 2 2 4 5 9 7 10 13 9 11 9 0 5 7 4 8 4 split_gain=0.441817 1.17003 3.44732 2.29766 3.65964 2.02597 1.96843 1.85083 3.48191 3.25314 4.30627 2.66667 2.52496 1.93085 1.6539 3.41282 3.5319 5.27276 3.47036 2.37903 5.7169 4.27353 4.20652 4.0353 3.15612 1.99083 5.01377 1.96794 1.38667 1.13826 threshold=4.7000000000000002 4.1000000000000005 0.50000000000000022 1.8550000000000004 1.7250000000000003 0.90000000000000013 1.5000000000000002 -0.49999999999999994 -0.83333333333333315 1.4850000000000005 1.1650000000000007 1.0000000180025095e-35 1.3 1.7000000000000004 1.7000000000000004 1.7650000000000006 1.4550000000000007 5.1000000000000005 1.1000000000000003 -1.0000000180025095e-35 4.3000000000000016 6.7000000000000002 1.1666666666666672 5.3000000000000016 575.00000000000011 0.87000000000000033 1.9000000000000001 1.6900000000000006 4.1000000000000005 0.88500000000000023 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 7 4 5 -4 -6 8 11 10 -9 -3 -10 -11 15 25 17 -17 -18 20 23 22 -21 -16 -23 26 -1 -27 -5 -2 right_child=29 2 3 28 6 -7 -8 9 12 13 -12 -13 -14 -15 19 16 18 -19 -20 21 -22 24 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.0084941841331469519 -0.0044346707765622224 -0.010604816941532941 0.0079548475496477866 -0.01479302822393062 -0.00010715473248492246 0.028088681560807235 0.011061072726488189 -0.010073118122285315 -0.00068361474079754172 -0.021513938180251137 0.0095534311200348616 0.0054551230651447916 0.02165770841642756 -0.0059167405565065112 -0.0015549986186383733 0.0052261430729094692 -0.0088261152418661996 0.030101720485932584 0.0077456066387656189 -0.00018418345962224454 0.021729698028184273 0.0050844625157603941 -0.014985583668304625 -0.010903024493606783 0.026622341127213407 0.00013791868057321901 -0.0069918154997214484 -0.0059551126817556531 0.0043345409671795062 -0.00016804536128933763 leaf_weight=71.325085252523422 57.102449417114258 16.93777796626091 7.3133114948868778 6.2731017619371396 30.258076146245003 11.684700533747671 26.769177973270416 15.761293858289717 7.0529184564948109 8.9963597655296308 27.821173220872879 20.649336263537407 12.84361709654331 34.679314620792866 101.08524595201015 22.305160522460938 18.97848679125309 11.68716938793659 28.380893021821976 240.53294955939054 7.2882677316665641 27.759940281510353 18.618250027298927 70.57754372805357 7.8563238084316245 2961.7955704927444 25.558577500283718 48.488652542233467 7.4766592867672443 3883.3409722261131 leaf_count=262 172 56 23 26 88 35 84 49 25 27 85 69 42 123 420 93 60 38 97 902 27 85 69 245 26 9064 105 164 31 14425 internal_value=-5.87829e-06 0.000220629 0.00227488 0.00689331 0.00893437 0.0203381 0.00513533 -0.000589663 0.00358997 -0.00334311 0.00245563 -0.00178192 0.0137382 -0.00912947 8.90822e-05 0.000334818 0.00640054 0.0137788 0.00110476 -0.00156492 -0.00429349 9.15656e-05 -0.00124756 -0.00539835 0.00983534 0.000176006 0.00440887 3.97742e-05 -0.0043921 -0.000229875 internal_weight=7837.2 3896.75 234.517 89.775 76.0253 18.998 57.0273 144.742 57.4836 87.2581 43.5825 37.5871 19.8965 43.6757 3662.24 3188.52 81.3517 33.9923 47.3594 473.719 178.951 294.767 259.151 171.663 35.6163 3107.17 96.8837 3010.28 13.7498 3940.44 internal_count=27017 12420 763 287 230 58 172 476 192 284 134 125 67 150 11657 9883 288 131 157 1774 692 1082 971 665 111 9595 367 9228 57 14597 is_linear=0 shrinkage=0.03 Tree=846 num_leaves=17 num_cat=0 split_feature=4 4 4 6 2 4 9 5 2 2 9 9 8 10 2 13 split_gain=0.438582 1.02527 0.622058 0.447758 2.2259 3.07454 3.47116 2.03663 2.02772 2.23169 1.64213 2.88882 3.58677 1.42248 3.49575 1.77017 threshold=2.975000000000001 3.0750000000000006 2.8750000000000004 1.7000000000000004 1.7000000000000004 1.2050000000000007 4.3000000000000016 1.1150000000000009 1.0000000180025095e-35 0.90000000000000013 8.9000000000000021 9.1000000000000014 5.7000000000000002 -1.4999999999999996 2.5000000000000004 4.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 10 8 7 -7 -6 -5 -10 13 -12 -13 14 -1 -15 right_child=1 -3 -4 4 5 6 -8 -9 9 -11 11 12 -14 15 -16 -17 leaf_value=0.0029560355054319551 -0.013441039236020254 0.002428714188802267 0.0087963143594155767 0.013458894592102852 -0.0025680031917451698 0.0021851715991372473 -0.0037757033232069222 -0.022772615454028537 -0.0012825036917937262 0.00077398357874620494 -0.018948349035247433 0.0057093261521374353 -0.012785056475053196 1.1434102207934422e-05 -0.006099524449971928 0.005713131657239948 leaf_weight=341.42395221441984 7.0426658391952497 7.6368700414896011 7.2375569343566886 10.115406170487402 7.7185213863849667 131.70071677863598 264.4966753423214 10.734828673303126 765.44118774682283 1251.3052290808409 10.886134244501589 24.203184571117163 15.470045119524 6061.4234211444855 43.223670855164528 49.405532330274582 leaf_count=1005 24 27 29 33 21 384 814 34 2403 3760 39 98 53 18005 143 145 internal_value=-3.7009e-06 -0.00518497 4.75496e-06 -2.32477e-06 -0.000349047 -0.00235175 -0.00179424 -0.0143216 6.06606e-05 -6.54096e-06 0.000126994 -0.00525869 -0.00150231 0.000168915 0.00193844 5.75318e-05 internal_weight=9009.47 14.6795 8994.79 8987.55 2441.51 414.651 396.197 18.4534 2026.86 2016.75 6546.04 50.5594 39.6732 6495.48 384.648 6110.83 internal_count=27017 51 26966 26937 7449 1253 1198 55 6196 6163 19488 190 151 19298 1148 18150 is_linear=0 shrinkage=0.03 Tree=847 num_leaves=21 num_cat=0 split_feature=13 11 6 4 12 13 2 4 8 13 8 9 8 8 8 3 3 8 9 9 split_gain=0.382591 1.37629 1.3729 3.31855 1.06462 1.95965 1.9402 1.66204 0.747019 0.626888 2.43966 2.48092 4.40781 2.74158 0.808768 1.19845 4.00802 3.0675 1.05885 1.96558 threshold=5.3000000000000016 0.83333333333333337 3.3000000000000003 1.1150000000000007 2.3000000000000007 5.5000000000000009 1.1000000000000003 1.2350000000000005 4.3000000000000016 4.7000000000000011 2.5000000000000004 5.1000000000000005 6.1000000000000005 5.5000000000000009 2.5000000000000004 1.1000000000000003 0.90000000000000013 2.3000000000000003 1.5000000000000002 1.7000000000000004 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 4 9 -4 6 -6 7 -2 -7 14 -11 12 -12 -13 15 16 -1 -17 -16 -20 right_child=1 -3 3 -5 5 8 -8 -9 -10 10 11 13 -14 -15 18 17 -18 -19 19 -21 leaf_value=-0.00018173937128819365 0.0050576297532920218 -0.016146561240333378 0.020589087520568219 -0.007480305186503681 -0.020076728788000316 0.0075165087796451322 0.017474308342773998 -0.015090836304829361 -0.0069087849220028199 0.019879651557791117 0.00097150339759270114 -0.00091911099296859548 0.021544407303228975 -0.022378373710487516 -0.01370296990349828 0.0036059382639618753 -0.015168985023227525 -0.0067370128411148754 0.012841482823843384 1.6799845999960214e-05 leaf_weight=50.637514896690845 10.66715425252915 5.9645483195781699 9.1160506904125196 6.4891284480690947 6.0535355359315899 6.7398597151041013 6.508422151207923 5.629130318760871 6.205816350877285 6.6384449005126944 66.291510030627251 20.181263744831089 10.916345953941343 7.2949375808238974 5.0520101301372042 73.43939445912838 23.517985343933105 39.789160758256912 10.772056698799132 7096.6730792056769 leaf_count=181 35 24 25 26 26 23 22 23 25 21 226 69 39 28 23 280 88 154 31 25648 internal_value=1.07997e-05 -0.00266544 2.8013e-05 0.00891694 -0.000741969 -0.00598707 0.00362787 -0.00190214 0.000601403 9.29628e-06 0.00224358 0.0011252 0.00388029 -0.00661655 -2.47763e-05 -0.00197023 -0.00493486 -2.86338e-05 2.6478e-05 3.6237e-05 internal_weight=7474.58 47.7685 7426.81 15.6052 41.8039 18.9992 22.8047 16.2963 12.9457 7411.2 111.323 104.684 77.2079 27.4762 7299.88 187.384 74.1555 113.229 7112.5 7107.45 internal_count=27017 178 26839 51 154 74 80 58 48 26788 383 362 265 97 26405 703 269 434 25702 25679 is_linear=0 shrinkage=0.03 Tree=848 num_leaves=18 num_cat=0 split_feature=11 6 9 10 9 0 2 3 10 8 10 4 9 2 0 4 7 split_gain=0.677546 0.460076 2.22884 2.98821 2.20647 2.28415 3.76041 3.38262 3.2355 2.68419 2.44019 1.66839 1.13526 1.06242 0.993694 2.63816 0.909653 threshold=-3.4999999999999991 1.1000000000000003 9.5000000000000018 0.33333333333333326 9.9000000000000021 575.00000000000011 0.90000000000000013 0.90000000000000013 -1.4999999999999996 8.3000000000000025 0.83333333333333337 1.0750000000000008 9.3000000000000025 1.1000000000000003 925.00000000000011 1.5350000000000008 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 12 13 5 8 7 -7 11 -10 -8 -2 14 -4 16 -16 -3 right_child=1 2 3 -5 -6 6 10 -9 9 -11 -12 -13 -14 -15 15 -17 -18 leaf_value=0.011461874527333847 0.0078861585485029608 0.00016369957518670123 0.024414836205354295 -0.0028051044567946309 -0.015438982805444335 -0.0040223307821737964 -0.00094508471697219321 0.011151949608587453 -0.0005819889823031934 0.0097403731616852122 0.0049487883483209675 -0.0070197628363444526 -0.0098480034125071354 0.009270473884395931 0.0058900670039042143 -0.011044351442439973 -0.0098903453413834771 leaf_weight=4.6339916437864295 7.2795516699552527 5335.7862623035908 8.1916676014661842 12.251526951789854 8.6991803944110853 17.064529038965702 280.1803998593241 58.707720503211021 1842.3095163069665 22.954885875806212 81.644073717296124 94.338461216539145 10.312900707125662 8.4898031204938871 13.029741287231444 22.71026436239481 8.111411299556492 leaf_count=17 23 17248 26 36 28 65 1497 186 6644 107 435 387 30 26 54 169 39 internal_value=-6.0459e-06 -1.28311e-05 0.000140609 0.00844489 -0.000357386 -0.000302822 0.00165749 0.00773458 -0.000738957 -0.000454957 0.000384841 -0.00595196 9.60316e-05 0.0167073 0.000115095 -0.00487057 0.000148439 internal_weight=7836.7 7832.06 5418.88 28.933 2413.18 2404.48 437.597 75.7722 1966.88 1865.26 361.824 101.618 5389.95 16.6815 5379.64 35.74 5343.9 internal_count=27017 27000 17628 88 9372 9344 2183 251 7161 6751 1932 410 17540 52 17510 223 17287 is_linear=0 shrinkage=0.03 Tree=849 num_leaves=31 num_cat=0 split_feature=0 4 4 4 12 13 6 13 11 9 4 5 5 5 9 9 2 5 5 8 13 4 4 0 3 11 3 2 5 5 split_gain=0.437239 2.95345 3.04417 3.5582 3.48037 3.18718 2.99511 3.3479 2.63155 2.56116 2.42523 2.09446 3.70531 2.91187 1.33837 2.64037 2.9165 1.72556 1.71787 1.42626 1.27033 3.42483 1.55318 1.23122 1.14824 1.11773 3.22702 3.99387 2.88242 1.22897 threshold=525.00000000000011 0.61500000000000021 0.83000000000000029 1.2750000000000006 3.9000000000000008 1.9000000000000001 0.90000000000000013 4.3000000000000016 -1.0000000180025095e-35 2.9000000000000004 1.2350000000000005 1.1550000000000007 1.4350000000000007 1.0350000000000008 2.1000000000000005 1.5000000000000002 1.3 1.0750000000000008 0.89000000000000024 4.7000000000000002 0.90000000000000013 1.4750000000000008 1.195000000000001 350.00000000000006 1.3 1.1666666666666672 1.3 0.90000000000000013 1.3550000000000006 1.2550000000000006 decision_type=2 2 2 2 2 2 2 2 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 5 4 9 -3 8 -8 -5 -4 -6 13 -13 -7 15 24 17 18 -17 -18 21 22 -16 -23 -1 29 28 -28 -27 -22 right_child=1 2 3 6 10 11 7 -9 -10 -11 -12 12 -14 -15 20 16 19 -19 -20 -21 25 23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.0015511962633319334 0.020839132783843282 0.014453571335715495 -0.0044163926188015932 0.0040993794333653005 -0.015287283119357726 -0.0054841010569313372 -0.001439472311921138 0.0057849343620590202 -0.00014773900554743139 0.002779960452536073 0.0096159922376508455 0.0049380891436273198 -0.012767688901389487 -0.029620158338797432 -0.0071394045339858948 -0.0016462605993505343 0.010588274715957493 -0.007741404747851551 0.018555286121922799 0.028302531497061096 -0.00096572988956906719 0.0081619767839152466 -0.028582992321728347 -0.0069523215302180466 -0.01625981666440553 0.00058221253910686877 -0.0047156532896452759 0.0014458667185195814 0.0089379354825451351 5.7260606741152596e-06 leaf_weight=6.5407735928893072 6.2938383668661109 6.1928027980029574 47.258939161896706 218.40657679364085 16.569551095366482 9.6849459409713763 1232.2804228328168 60.568816035985947 329.21498430147767 765.12299452722073 4.4687036871910086 19.920934244990349 22.826322004199028 8.4008404612541181 5.6738046854734439 7.8138780295848864 10.120416611433031 10.346935361623762 7.3539720475673676 6.8658385127782813 1686.5305984318256 11.13913317024708 6.5487063825130463 8.5923534333705884 6.4898562878370285 71.837559044361115 127.27503526955843 369.70956704393029 76.963824912905693 3841.8517936524004 leaf_count=21 19 23 134 730 79 28 3736 176 1082 2279 17 58 79 24 20 22 29 30 20 23 4743 32 24 28 20 206 416 1152 218 11549 internal_value=-3.62976e-06 0.000311903 0.000264767 0.000423058 0.00204934 -0.00605001 -0.000313373 -0.00110102 0.00154613 0.00236132 -0.00999762 -0.00813728 -0.0045165 -0.0166953 -0.000142065 0.00449459 0.00811674 0.00170456 0.00814825 0.0177484 -0.000183553 -0.00614974 -0.0186287 0.00158024 -0.00731951 -0.000152676 0.00102834 -0.000132065 0.004904 -0.000290634 internal_weight=9008.86 2747.21 2740.92 2673.89 833.42 67.0258 1840.47 1292.85 547.622 812.382 21.0383 60.833 42.7473 18.0858 6261.65 55.5317 42.501 25.5148 15.1679 16.9863 6206.12 31.954 12.2225 19.7315 13.0306 6174.17 645.786 496.985 148.801 5528.38 internal_count=27017 8464 8445 8233 2509 212 5724 3912 1812 2413 96 189 137 52 18553 165 124 72 42 52 18388 104 44 60 41 18284 1992 1568 424 16292 is_linear=0 shrinkage=0.03 Tree=850 num_leaves=29 num_cat=0 split_feature=10 6 9 5 11 11 13 5 9 3 3 9 7 11 11 5 10 4 5 13 0 11 5 0 10 5 10 9 split_gain=0.371921 1.59801 1.61503 3.01203 3.2433 3.01602 2.92951 2.55905 2.77289 2.34179 1.82126 1.78784 0.681464 3.2542 1.28351 0.619147 2.24098 2.47699 2.21533 2.20557 2.14232 2.64519 2.0119 2.63595 1.36302 1.31854 2.17671 1.0794 threshold=1.5000000000000004 0.3000000000000001 4.7000000000000002 1.6750000000000003 -1.4999999999999996 -1.4999999999999996 3.9000000000000008 0.8300000000000004 3.3000000000000003 2.3000000000000003 1.3 5.3000000000000016 1.0000000180025095e-35 -0.83333333333333315 1.0000000180025095e-35 2.725000000000001 -0.66666666666666663 1.7650000000000006 2.5050000000000012 2.5000000000000004 350.00000000000006 1.0000000000000002 2.8650000000000007 475.00000000000006 -1.1666666666666663 2.475000000000001 1.0000000180025095e-35 9.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 -2 6 5 -5 -4 7 -3 -9 -6 -8 -7 13 -1 -15 18 22 19 25 -18 21 -20 -17 -24 -22 27 -27 -14 right_child=1 2 3 4 9 11 10 8 -10 -11 -12 -13 15 14 -16 16 17 -19 20 -21 24 -23 23 -25 -26 26 -28 -29 leaf_value=0.01124482800000449 -0.01462105705027936 0.024952021232197568 -0.022594607546097087 0.020590610729260644 0.0046048912420800182 -0.0079711825132057802 -0.016724876724947123 -0.0042563973827191848 0.0066009097730622829 -0.0062998012812749806 0.0047860147458393676 0.00026657821017090559 3.9536654471211846e-06 -0.0241748731130496 -0.0058182196246365234 -0.017641691700909935 -0.0084447433806862787 0.020750057705143685 -0.0041798513796103449 0.012474875619820528 0.0055570711654094268 0.023328078818942985 -0.012978027318028945 0.017300819177446556 -0.011936476188542077 -0.0019942054950710698 0.019692005004649151 -0.0068569110002513279 leaf_weight=7.0027246475219753 5.8366705216467372 5.6002691537141791 7.2021024003624907 8.9457415342330915 65.348507475107908 35.901720352470875 9.612359941005705 27.122855961322784 96.466895736753941 24.320267211645842 5.6097086369991294 69.830041069537401 6953.9635290391743 6.0780809447169286 7.8629082143306732 6.8612392842769649 8.9881861954927498 9.9296444095671159 11.826373532414438 9.1566847488284093 4.5420422181487075 4.2865192368626586 4.8180021047592145 5.5897082388401031 34.129902083426714 8.668927341699602 8.0187504142522794 20.699387960135937 leaf_count=23 33 20 28 31 226 135 39 99 349 94 20 264 24976 31 37 31 47 34 58 40 22 19 26 19 172 36 28 80 internal_value=1.09139e-05 0.00094921 0.00120452 -0.000465068 0.00336571 -0.00381013 0.00365028 0.00511697 0.00421818 0.00164728 -0.00879758 -0.00253059 -3.68157e-05 -0.00544032 -0.0138215 -2.08572e-05 0.00347351 0.0087042 -4.33442e-05 0.0021122 -0.00605252 0.00313809 -0.00503016 0.00328395 -0.00988185 3.74426e-06 0.00842644 -1.6408e-05 internal_weight=7474.22 361.797 355.96 211.548 98.6145 112.934 144.412 129.19 123.59 89.6688 15.2221 105.732 7112.42 20.9437 13.941 7091.48 45.3435 28.0745 7046.14 18.1449 54.7848 16.1129 17.2689 10.4077 38.6719 6991.35 16.6877 6974.66 internal_count=27017 1338 1305 778 351 427 527 468 448 320 59 399 25679 91 68 25588 197 121 25391 87 271 77 76 45 194 25120 64 25056 is_linear=0 shrinkage=0.03 Tree=851 num_leaves=18 num_cat=0 split_feature=11 6 9 10 9 0 2 3 10 8 10 4 9 2 0 4 5 split_gain=0.653449 0.439665 2.14927 2.88293 2.12827 2.1909 3.60922 3.23802 3.08869 2.56325 2.36476 1.6089 1.09686 1.0417 0.957398 2.55689 0.888245 threshold=-3.4999999999999991 1.1000000000000003 9.5000000000000018 0.33333333333333326 9.9000000000000021 575.00000000000011 0.90000000000000013 0.90000000000000013 -1.4999999999999996 8.3000000000000025 -1.1666666666666663 1.0750000000000008 9.3000000000000025 1.1000000000000003 925.00000000000011 1.5350000000000008 2.7050000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 12 13 5 8 7 -7 11 -10 -8 -2 14 -4 16 -16 -3 right_child=1 2 3 -5 -6 6 10 -9 9 -11 -12 -13 -14 -15 15 -17 -18 leaf_value=0.011280384740113196 0.0077496225594459326 0.00011070495984961424 0.024116937088826756 -0.0027361772850711804 -0.015180355084933169 -0.0039479636213269583 0.0062305593776630329 0.010906481784954229 -0.00057099802520656348 0.009490127851695845 -0.00062860180359788497 -0.0068799273602798841 -0.0096794370508071284 0.0090870001864002525 0.0057649398905635215 -0.010916486704906201 0.0045343174153253517 leaf_weight=4.6139270514249793 7.2906086295843116 5302.7899769470096 8.1318838447332435 12.25414118170738 8.6773558855056745 17.029419124126434 52.997786035761237 58.841776296496391 1841.8864173982292 23.075310608372092 308.89209658280015 93.962364323437214 10.316269606351851 8.476143077015875 13.067309215664862 22.523998463526368 41.169919542968273 leaf_count=17 23 17143 26 36 28 65 292 186 6644 107 1640 387 30 26 54 169 144 internal_value=-6.23693e-06 -1.28865e-05 0.000137103 0.00830185 -0.000349758 -0.000296226 0.00162317 0.00757238 -0.000723563 -0.000446511 0.000375904 -0.00582654 9.33819e-05 0.0164462 0.000112123 -0.00479192 0.000144785 internal_weight=7836 7831.38 5418.73 28.8622 2412.65 2403.98 437.761 75.8712 1966.21 1864.96 361.89 101.253 5389.87 16.608 5379.55 35.5913 5343.96 internal_count=27017 27000 17628 88 9372 9344 2183 251 7161 6751 1932 410 17540 52 17510 223 17287 is_linear=0 shrinkage=0.03 Tree=852 num_leaves=31 num_cat=0 split_feature=13 9 0 3 10 5 4 3 0 5 7 8 4 5 4 6 5 3 5 13 0 11 9 2 7 6 10 12 5 10 split_gain=0.444978 2.44686 3.38098 2.06378 2.76556 2.34841 2.91248 3.19416 2.3896 2.2459 2.61753 2.2125 1.6951 1.96619 1.53873 1.19743 2.00353 2.20062 2.11268 1.92693 1.00089 1.89618 4.06658 3.1429 2.24925 2.46083 2.30009 1.12374 1.19613 1.14618 threshold=1.7000000000000004 2.7000000000000006 475.00000000000006 1.1000000000000003 1.5000000000000004 2.1050000000000009 1.8900000000000006 2.5000000000000004 875.00000000000011 1.0950000000000004 0.90000000000000013 5.5000000000000009 0.92500000000000027 0.81000000000000016 1.5550000000000008 0.3000000000000001 1.4550000000000007 0.70000000000000007 1.1250000000000007 1.9000000000000001 875.00000000000011 0.50000000000000022 3.5000000000000004 2.7000000000000006 1.7000000000000004 1.3 1.1666666666666672 6.1000000000000005 2.1350000000000011 2.1666666666666674 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 12 9 7 -7 -8 14 -11 -6 -3 -14 -5 16 17 -2 -19 -18 27 24 -23 -24 25 -22 -26 29 -29 -17 right_child=15 3 -4 5 11 6 8 -9 -10 10 -12 -13 13 -15 -16 20 19 18 -20 -21 21 22 23 -25 26 -27 -28 28 -30 -31 leaf_value=-0.0049470050677059129 0.015087003985072829 -0.012493507429756839 0.020035351053359133 0.00035649482167237197 0.0020834376512190791 0.0037714248792421407 0.011748348628006194 -0.0097607288887316609 -0.007078138262413592 -0.0017317342393644729 -0.0066448873287904059 0.02439866860285014 -0.01433947902756951 0.0014756988795478492 0.016660302751566318 4.0506590176393787e-05 0.0011692762005169575 0.0093142142285464278 -0.013415675551445289 0.020587302141867801 -0.001089065983613371 -0.016049816591893223 0.013805636817564013 -0.0042181122985161168 -0.002522701525414259 0.0087664589080974232 -0.02201888029853654 0.001943566636074721 -0.018540186117525982 -0.0036497969291372535 leaf_weight=8.2926157563924807 5.829749338328841 8.621809244155882 11.831755355000494 12.865771710872652 7.8620621711015692 39.221676550805569 34.81373955309391 26.175863940268755 7.3485779911279669 409.39832601696253 128.1367262005806 8.1376026570796949 7.2804668247699729 250.55752538889647 8.755196809768675 7721.6504320725799 7.9658440649509457 5.3704135417938259 11.694229327142237 10.883178919553755 60.651752196252346 6.2060633748769751 38.314550548791885 11.268044076859949 28.886515021324158 36.537574678659439 6.7114960551261893 4.4678395837545377 6.0263424329459667 76.498715817928314 leaf_count=24 21 25 37 37 23 145 107 135 22 1288 380 29 24 742 29 22845 25 21 41 38 221 24 131 46 117 128 25 15 35 237 internal_value=-3.50364e-06 -0.000610717 0.00974091 -0.000830191 0.00131898 -0.00174071 0.00231886 -0.00164492 0.00846703 -0.00252161 -0.00290292 0.0134332 0.000591582 0.00102913 0.00695856 6.97112e-05 0.00513753 -0.000826026 -0.00626235 0.012381 4.32585e-05 0.00220293 0.00684406 0.00970959 0.000253034 0.00261604 -0.00619843 -8.89694e-06 -0.00981934 4.30525e-06 internal_weight=9008.26 969.3 20.1244 949.175 282.459 666.716 107.56 65.3975 42.1623 559.156 537.535 15.9997 266.46 257.838 21.621 8038.96 41.7434 22.8944 17.0646 18.849 7997.22 188.576 55.7887 49.5826 132.787 97.1893 35.598 7808.64 10.4942 7798.15 internal_count=27017 3047 61 2986 843 2143 409 280 129 1734 1668 52 791 766 66 23970 146 83 62 63 23824 692 201 177 491 349 142 23132 50 23082 is_linear=0 shrinkage=0.03 Tree=853 num_leaves=31 num_cat=0 split_feature=2 5 5 0 5 11 4 10 11 5 13 2 11 7 8 0 6 7 5 7 5 4 0 4 13 5 10 9 9 13 split_gain=0.373726 2.24976 2.48085 1.82499 1.51039 4.63371 2.50908 2.34557 2.824 2.04351 1.15423 0.71548 3.01628 3.61904 4.17302 3.91907 3.26206 5.45022 3.38379 3.56321 3.09075 2.07406 2.78519 1.87442 0.571284 2.35155 2.58534 3.3696 2.49088 0.921164 threshold=0.3000000000000001 1.0750000000000008 1.9750000000000003 475.00000000000006 1.6100000000000005 -0.33333333333333331 1.0350000000000008 -0.83333333333333315 0.83333333333333337 1.7000000000000004 2.9000000000000008 0.50000000000000011 -1.0000000180025095e-35 1.9000000000000001 3.9000000000000004 350.00000000000006 1.1000000000000003 0.50000000000000011 1.0550000000000006 1.3 0.98000000000000043 1.2350000000000005 475.00000000000006 1.3050000000000008 3.9000000000000008 0.67500000000000016 0.33333333333333326 2.9000000000000004 2.9000000000000004 2.9000000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 4 -4 7 6 -6 -3 -9 -7 -1 12 13 14 15 -2 18 -18 -14 -20 -19 22 -15 -16 29 -26 27 -27 -28 -13 right_child=11 2 3 -5 5 9 -8 8 -10 -11 -12 24 16 21 23 -17 17 20 19 -21 -22 -23 -24 -25 25 26 28 -29 -30 -31 leaf_value=0.0014181841461541722 0.024140953678437303 0.014841951052467712 -0.025049077680275179 -0.00089450403140496095 0.0078632412333957506 0.014046292328075883 0.033612113120096855 -0.0030264565990433586 0.012503270995895682 -0.0066940139717409919 -0.014962243851216686 -0.00012306140734968105 -0.020700670432355139 -0.0062935836309649341 -0.0071031061350793241 0.001968172059304506 0.014718437885618791 0.0066246659560138255 -0.001735572184686735 0.013928969877703623 -0.0092203135725783866 0.024362464760182726 0.017638780734344755 0.0029377750243409582 0.015758190419398289 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0.0020333 -0.000265157 0.00837894 -0.00368213 -0.00613597 0.00218303 0.00439478 -0.00777143 0.0121387 0.00626201 -0.00406818 4.72736e-05 -0.000794438 -0.000988915 -0.00238659 0.001573 0.000134677 internal_weight=7473.78 140.784 124.234 11.9516 112.282 33.3261 13.9888 78.9559 67.8689 19.3373 16.5499 7333 344.222 140.232 114.247 34.9063 203.99 143.82 60.1706 54.8675 133.361 25.9852 17.5485 79.3403 6988.78 657.448 649.814 420.439 229.375 6331.33 internal_count=27017 485 425 54 371 112 46 259 223 66 60 26532 1214 491 405 116 723 516 207 187 481 86 59 289 25318 2347 2319 1501 818 22971 is_linear=0 shrinkage=0.03 Tree=854 num_leaves=16 num_cat=0 split_feature=11 4 8 11 4 3 4 8 8 10 12 2 5 5 2 split_gain=0.63089 0.439037 1.07275 1.22801 1.29135 1.24857 0.70054 0.949427 2.43669 2.3784 0.681561 0.575593 1.88566 0.507017 0.272391 threshold=-3.4999999999999991 2.7150000000000003 8.5000000000000018 -0.66666666666666619 2.7550000000000008 1.9000000000000001 2.5850000000000013 5.7000000000000002 6.9000000000000012 1.1666666666666672 6.5000000000000009 3.5000000000000004 1.2050000000000007 2.8950000000000009 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 6 3 -3 -5 -6 10 -8 -9 -10 11 13 -13 -2 -4 right_child=1 2 14 4 5 -7 7 8 9 -11 -12 12 -14 -15 -16 leaf_value=0.011104886172345537 -2.7200718969520045e-05 -0.015413267946244003 -0.022265961393682972 -0.013879807761910157 -0.0010192545850037987 0.019834450195984839 0.021054132509547949 -0.014822304105616817 0.00084883786616951769 0.029893962535587994 0.010135192126320176 0.016175340084738067 -0.014649645531945392 0.0043449656204206395 -0.0074947195745213753 leaf_weight=4.596367895603179 7749.2142507843673 3.9656165372580352 3.0189358573406926 2.9617437347769728 5.6175492890179139 4.7849883735179901 3.04957436770201 4.9282477796077755 7.7245731204748136 3.7785085439682007 5.9491435065865508 2.3470894210040552 7.4722942262887955 23.944826073944569 1.7896328810602424 leaf_count=17 26493 37 34 24 61 18 15 35 54 19 23 21 65 83 18 internal_value=-6.37138e-06 -1.28935e-05 -0.00423164 -0.000753013 0.00359716 0.00857309 -9.3244e-07 0.00568093 0.00282774 0.0103895 -1.51434e-05 -2.29021e-05 -0.00728167 -1.37325e-05 -0.0167685 internal_weight=7835.14 7830.55 22.1385 17.3299 13.3643 10.4025 7808.41 19.4809 16.4313 11.5031 7788.93 7782.98 9.81938 7773.16 4.80857 internal_count=27017 27000 192 140 103 79 26808 123 108 73 26685 26662 86 26576 52 is_linear=0 shrinkage=0.03 Tree=855 num_leaves=10 num_cat=0 split_feature=8 8 10 12 4 4 4 0 4 split_gain=0.444971 0.850231 2.30337 2.06721 0.812565 0.923507 1.11318 2.59835 0.670212 threshold=1.0000000180025095e-35 1.7000000000000004 1.0000000180025095e-35 2.3000000000000007 0.53500000000000014 0.61500000000000021 0.68500000000000016 475.00000000000006 0.88500000000000023 decision_type=2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -3 -6 7 -7 -8 right_child=1 4 -4 -5 5 6 8 -9 -10 leaf_value=0.0077957310340253548 0.01050440113092431 -0.010275777006313462 -0.016390173919720863 -0.010042881387374528 0.0081256964315213325 -0.015089414345221319 0.0013853059743841928 0.0038637312568987107 -2.7531819374827443e-05 leaf_weight=6.5793538689613333 9.8899630010128075 6.9104839265346518 10.445281378924845 7.9483690261840811 12.618094153702257 13.846724838018419 313.16925645619631 12.286265179514883 8613.8493554536253 leaf_count=21 29 21 35 26 38 48 970 40 25789 internal_value=-3.23208e-06 -8.93282e-06 -0.00520218 0.00134898 7.43728e-06 1.53632e-05 3.93293e-06 -0.00617871 2.2032e-05 internal_weight=9007.54 9000.96 28.2836 17.8383 8972.68 8965.77 8953.15 26.133 8927.02 internal_count=27017 26996 90 55 26906 26885 26847 88 26759 is_linear=0 shrinkage=0.03 Tree=856 num_leaves=18 num_cat=0 split_feature=2 8 2 12 5 10 13 5 8 8 6 13 5 0 5 13 8 split_gain=0.377878 1.0916 0.755397 2.31168 1.99028 2.29156 1.77388 1.07527 0.689504 0.643081 0.916738 2.01751 0.62545 2.03133 0.901791 0.461856 0.18767 threshold=3.9000000000000004 5.5000000000000009 3.3000000000000003 5.3000000000000016 1.7700000000000007 1.8333333333333339 2.5000000000000004 1.8850000000000005 1.1000000000000003 1.7000000000000004 1.3 3.7000000000000006 0.62500000000000033 475.00000000000006 0.67500000000000016 2.5000000000000004 0.50000000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 8 4 5 6 -4 -5 16 10 -10 -12 13 -11 -14 -3 -1 right_child=1 15 3 7 -6 -7 -8 -9 9 12 11 -13 14 -15 -16 -17 -18 leaf_value=-0.01248530373587123 0.010508502350069688 -0.022128515338912441 0.023211847671706642 -0.015601700561993989 -0.010431481066030866 -0.0088018661095082534 0.0045309372363530401 0.0034930501114663966 0.014525053391764714 -0.01595821552419921 -0.010337197511977297 0.011897038785683333 0.0082950518233662236 0.0043936032945003098 -8.5744412447586617e-06 -0.0050682601558918149 -0.00377457465728022 leaf_weight=4.6749246269464475 2.402194105088709 2.8550055325031281 12.432060096412906 6.2693581208586675 4.120341680943965 3.9124048650264731 7.2383832782506934 4.6028490141034126 6.5758724510669735 8.7127444334328192 7.1720502972602826 7.5283712148666382 11.78981890529394 8.9456893131136876 7367.0810284689069 2.8576488718390465 4.2494391649961472 leaf_count=23 17 30 66 32 22 22 42 24 20 38 26 22 45 39 26508 22 19 internal_value=1.08685e-05 -0.00645938 1.79017e-05 0.00420515 0.00880585 0.0121669 0.0163376 -0.00751776 -3.84743e-06 6.17889e-06 0.00521432 0.00104939 -8.80244e-06 -0.00564807 4.69293e-06 -0.0135944 -0.00833759 internal_weight=7473.42 8.11485 7465.31 38.5754 27.7032 23.5828 19.6704 10.8722 7426.73 7417.81 21.2763 14.7004 7396.53 17.6584 7378.87 5.71265 8.92436 internal_count=27017 69 26948 208 152 130 108 56 26740 26698 68 48 26630 77 26553 52 42 is_linear=0 shrinkage=0.03 Tree=857 num_leaves=25 num_cat=0 split_feature=5 0 9 6 11 4 11 4 11 6 6 13 11 13 12 10 6 4 6 7 5 2 4 11 split_gain=0.458166 0.447541 3.13238 6.98748 3.23967 2.80111 4.43211 3.67778 4.30477 3.54142 3.33525 3.24053 2.37129 3.35622 2.76832 3.16967 2.38712 2.29973 2.38641 3.4589 3.25708 2.09259 1.99317 1.9821 threshold=3.2350000000000008 525.00000000000011 2.3000000000000003 1.5000000000000002 1.0000000180025095e-35 1.3150000000000006 1.1666666666666672 1.445000000000001 -1.4999999999999996 1.9000000000000001 1.1000000000000003 1.7000000000000004 1.0000000000000002 4.9000000000000012 4.1000000000000005 -0.33333333333333331 1.1000000000000003 1.2250000000000005 1.3 0.50000000000000011 2.1050000000000009 0.3000000000000001 1.3650000000000009 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 12 3 4 -3 6 11 8 -7 -9 -8 -4 17 14 15 -14 -16 18 19 -1 -20 23 -23 -19 right_child=-2 2 5 -5 -6 7 10 9 -10 -11 -12 -13 13 -15 16 -17 -18 21 20 -21 -22 22 -24 -25 leaf_value=0.007702572332626864 -0.0081051475574236437 -0.019970736132202335 0.0035338706787430359 0.027959920927469996 0.0099874849304159227 -0.012977903982592383 -0.0041800811969261598 0.00024006543676281136 0.0037975296680673523 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-0.00448537 -0.00047007 -0.00167674 0.000459215 0.00310008 -0.000527637 0.00411323 -0.00238109 0.000144907 -0.00160577 -0.00186871 -0.00277061 0.00265892 0.000364315 0.00131174 -0.000182336 0.00222632 -7.81569e-05 -0.000144578 0.00834682 internal_weight=7834.62 7828.33 2272.25 24.056 13.0097 2248.19 978.115 1270.08 345.5 924.577 106.082 872.033 5556.09 618.781 610.14 508.789 101.351 4937.3 1571.79 596.816 974.971 3365.52 3339.19 26.3256 internal_count=27017 26996 8461 110 72 8351 3066 5285 1125 4160 323 2743 18535 2016 1990 1650 340 16519 4793 1887 2906 11726 11646 80 is_linear=0 shrinkage=0.03 Tree=858 num_leaves=14 num_cat=0 split_feature=13 6 3 4 0 10 8 12 11 8 4 0 4 split_gain=0.435457 0.489828 2.33447 0.489541 2.36492 2.165 1.86873 1.67153 1.66139 1.55401 1.06958 2.52395 0.664599 threshold=6.1000000000000005 3.5000000000000004 1.3 0.61500000000000021 525.00000000000011 -0.33333333333333331 1.7000000000000004 2.3000000000000007 1.0000000180025095e-35 1.9000000000000001 0.68500000000000016 350.00000000000006 0.88500000000000023 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 9 8 -7 -5 -1 11 -8 -12 right_child=-2 2 -4 6 -6 7 10 -9 -10 -11 12 -13 -14 leaf_value=0.019185396215026941 0.0067789720158651949 -0.017421688185117773 0.0074231665895674176 -0.018417811128403291 0.020147719397563733 -0.01713166928158015 -0.016759006393780279 0.002384034009301038 -0.00042510033243608 -0.0012952848874613722 0.0013842675921246419 0.0020856243520569803 -2.6716969138924493e-05 leaf_weight=6.5812602490186709 8.5123138874769193 7.206350699067114 6.45048438757658 9.3664177209138888 6.3232506215572348 8.0890813767909986 11.27051839977503 7.7192808613181105 9.1119788065552694 6.7583720684051514 311.32346859574318 14.791436120867727 8593.9578054025769 leaf_count=21 25 24 23 31 19 24 39 24 30 20 962 49 25726 internal_value=-3.1409e-06 -9.55626e-06 -0.00568681 -9.27353e-07 0.00351645 -9.1477e-05 -1.48679e-05 -0.00760208 -0.00954533 0.00880909 4.85002e-06 -0.00606376 2.26102e-05 internal_weight=9007.46 8998.95 13.6568 8985.29 35.4712 29.148 8949.82 15.8084 18.4784 13.3396 8931.34 26.062 8905.28 internal_count=27017 26992 47 26945 108 89 26837 48 61 41 26776 88 26688 is_linear=0 shrinkage=0.03 Tree=859 num_leaves=31 num_cat=0 split_feature=2 5 5 13 13 6 3 10 4 2 11 7 8 0 6 7 5 7 5 5 4 4 5 11 6 5 4 6 13 5 split_gain=0.366838 2.16542 2.38828 1.80068 1.47715 1.69354 1.44208 1.26599 1.12941 0.685762 2.90562 3.44939 4.00763 3.72987 3.13866 5.2366 3.27533 3.39497 2.98471 1.98089 2.12148 1.80987 1.79564 0.562094 3.12908 2.29658 4.16008 3.33714 0.714073 2.28165 threshold=0.3000000000000001 1.0750000000000008 1.9750000000000003 2.7000000000000006 4.1000000000000005 2.5000000000000004 0.90000000000000013 -1.0000000180025095e-35 1.0550000000000004 0.50000000000000011 -1.0000000180025095e-35 1.9000000000000001 3.9000000000000004 350.00000000000006 1.1000000000000003 0.50000000000000011 1.0550000000000006 1.3 0.98000000000000043 1.3150000000000006 1.1450000000000007 1.3050000000000008 1.4450000000000007 2.1666666666666674 2.3000000000000003 1.8600000000000005 1.1750000000000005 0.90000000000000013 3.9000000000000008 0.67500000000000016 decision_type=2 2 2 2 2 2 2 2 2 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 -4 5 6 -3 -6 -1 10 11 12 13 -2 16 -16 -12 -18 -17 20 -13 -14 -21 28 25 26 -25 -27 -11 -30 right_child=9 2 3 -5 7 -7 -8 -9 -10 23 14 19 21 -15 15 18 17 -19 -20 22 -22 -23 -24 24 -26 27 -28 -29 29 -31 leaf_value=-0.016174015717860177 0.02349608780501982 -0.003069037689185638 -0.020049475784122795 0.0035554973835131044 0.022826204155552105 -0.012439735431938463 0.005953477695845851 0.0041001243187465987 -0.00044065907499688347 0.00011178674915370702 -0.020514484110976776 -0.0072917049987915828 -0.0069844201653406525 0.0019300316481629224 0.014343013825328984 0.0064783011137147049 -0.0017058711959056815 0.013557973961463011 -0.0090759030352889174 0.032260858863338897 0.016856251273214183 0.0028833530797906263 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6.1000000000000005 2.7950000000000004 2.725000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 6 -1 -8 9 -7 right_child=-2 2 -4 4 -6 8 7 -9 -10 -11 leaf_value=-0.0047727097895343398 -0.00591334539418026 0.021264420002923005 -0.0050014858085993567 -0.019960636555901752 0.003279488311910674 -9.4653303698324532e-06 0.0203674220953288 0.0021670069233523494 0.0075738647351987938 -0.0051635020377943774 leaf_weight=8.9359258264303225 11.408043518662451 6.4120306223630887 6.8661732375621796 6.1078702360391617 6.4731096774339658 7752.1536695808172 6.9053688794374448 5.8696319833397865 7.654899474233388 15.580757975578306 leaf_count=28 37 25 25 19 25 26738 22 21 26 51 internal_value=-6.54506e-06 2.06869e-06 0.00768229 -1.09894e-05 -0.00800323 1.90644e-06 0.00509953 0.012005 -1.23275e-05 -1.98035e-05 internal_weight=7834.37 7822.96 13.2782 7809.68 12.581 7797.1 21.7109 12.775 7775.39 7767.73 internal_count=27017 26980 50 26930 44 26886 71 43 26815 26789 is_linear=0 shrinkage=0.03 Tree=861 num_leaves=24 num_cat=0 split_feature=12 2 4 5 5 10 9 6 6 11 8 11 4 8 10 8 5 5 5 5 2 0 7 split_gain=0.427865 2.17324 2.53914 2.35714 2.62315 2.10848 1.99366 1.67121 2.91826 3.72856 1.5537 3.22546 1.69248 1.51426 1.67736 1.46139 1.45034 2.64667 2.183 1.27219 1.12888 0.699626 0.224543 threshold=2.5000000000000004 0.50000000000000011 1.2150000000000005 1.9000000000000004 1.5450000000000002 -2.4999999999999991 5.7000000000000002 3.3000000000000003 2.9000000000000004 -0.33333333333333331 3.5000000000000004 -0.66666666666666619 1.7100000000000002 9.1000000000000014 -2.1666666666666656 5.3000000000000016 1.9250000000000003 1.9350000000000005 1.8750000000000002 1.5750000000000008 1.5000000000000002 350.00000000000006 1.1000000000000003 decision_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=5 2 3 4 -2 -1 -5 8 10 19 11 -3 -12 14 15 -7 18 -18 -16 -10 -11 -4 -23 right_child=1 7 21 6 -6 13 -8 -9 9 20 12 -13 -14 -15 16 -17 17 -19 -20 -21 -22 22 -24 leaf_value=-0.013704052216471956 -0.0098830348355048257 -0.0047453974706028294 -0.0078393198393185391 0.0010406344247065481 0.015645023817335402 0.00015154016471634679 -0.023944723449915346 0.012124565537232108 0.013929596817192729 -0.022132771326285931 0.00097666961566279732 0.00024349685617617125 -0.00026222763988535073 -0.011561295342115804 -0.00016843558274620257 0.019532468072204826 -0.021151921034519738 -0.0022582692245630967 0.0063859545902838141 -0.0052891984842545897 -0.0076374627339475159 -0.017017388208364372 -0.026518753990033107 leaf_weight=10.417207866907118 5.739167824387553 163.27145587652922 4.6923875212669364 5.6457173600792867 9.8233944624662382 6.7565020620822889 5.8550564348697662 10.64209648221731 6.1795725226402265 12.585348784923555 2509.6238041538745 408.32118152827024 1641.5692792013288 10.51405782997608 3981.0911844745278 7.2683000043034554 7.0310544371604911 130.96898204833269 46.264594718813896 6.2199989706277847 7.8524057641625395 4.1634453535079938 4.8419268876314163 leaf_count=29 19 526 21 29 37 19 34 33 18 50 7660 1303 5177 31 11300 23 23 454 139 23 28 22 19 internal_value=-2.81749e-06 0.000190459 -0.00670722 -0.00138031 0.00623078 -0.000224012 -0.0116794 0.000249448 0.000222874 -0.00868953 0.000284842 -0.00118155 0.000486754 -0.000190497 -0.000161891 0.0101956 -0.000196765 -0.00322089 -9.31415e-05 0.00428887 -0.0165635 -0.0172319 -0.022126 internal_weight=9007.34 4807.03 40.7611 27.0633 15.5626 4200.31 11.5008 4766.27 4755.62 32.8373 4722.79 571.593 4151.19 4189.89 4179.38 14.0248 4165.36 138 4027.36 12.3996 20.4378 13.6978 9.00537 internal_count=27017 14999 181 119 56 12018 63 14818 14785 119 14666 1829 12837 11989 11958 42 11916 477 11439 41 78 62 41 is_linear=0 shrinkage=0.03 Tree=862 num_leaves=31 num_cat=0 split_feature=5 5 2 4 5 7 13 9 11 3 13 10 2 0 4 5 6 8 6 5 9 12 5 11 4 9 9 3 4 12 split_gain=0.370681 2.22728 2.26535 4.23057 1.77056 1.81781 3.77098 1.94941 2.92777 1.68685 1.84362 1.71288 1.68077 1.86179 3.19368 1.13665 6.32439 1.5484 1.57646 1.51736 2.73852 3.57888 1.97873 4.51106 1.61378 1.49693 0.804312 0.68119 0.383434 0.000658588 threshold=0.88500000000000023 0.8650000000000001 2.5000000000000004 1.9100000000000006 0.92500000000000027 0.70000000000000007 1.9000000000000001 2.3000000000000003 0.50000000000000022 0.3000000000000001 4.1000000000000005 0.33333333333333326 1.3 350.00000000000006 1.2950000000000006 0.93000000000000027 1.9000000000000001 4.5000000000000009 1.1000000000000003 0.97000000000000031 3.5000000000000004 1.9000000000000001 0.98000000000000043 1.0000000180025095e-35 1.0750000000000008 3.1000000000000005 4.3000000000000016 0.70000000000000007 1.1750000000000005 2.3000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 9 5 -2 -7 -8 -9 11 -11 -1 13 -3 -15 16 17 28 -19 20 21 -17 23 -21 -22 -24 29 -14 -6 -5 right_child=4 12 -4 26 15 6 7 8 -10 10 -12 -13 27 14 -16 19 -18 18 -20 22 24 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.014887208216128893 -0.0091299065904451391 0.0066109910285257955 0.016693761655755625 -0.023668133648217678 -0.026331189775963781 0.02775989738648452 -0.012563775181025258 0.0020178182246677781 0.017031424366375881 0.00027106694214866419 0.0094568746605709561 0.0037890008884621292 -0.0076387395104709809 -0.02071383952726032 0.0075574943490905348 -0.018231399524403166 0.022156632614368732 -0.016252626211699251 0.0043774602832783224 -0.01602052860938185 -0.0025178835665399094 0.0027116180138606642 0.0017435188477175586 0.0039405158353541855 0.0088192438133930535 -0.00010691406518278876 -0.0061011094210509723 -0.021491058109953255 -0.015108051779820109 -0.023125175577548038 leaf_weight=12.001417323946955 8.4302050173282606 10.397642120718958 7.1333286091685286 3.9739604443311674 5.6680108755827003 6.3254387602210036 6.1290358155965796 57.751229241490364 14.656651146709917 163.51008700579405 22.352600559592247 6.9961292296648017 5.1498093754053107 9.3686249256134015 5.8365706205368033 10.32976298034191 5.8622375875711432 6.5124414414167386 6.829802080988884 21.622100107371807 13.838861927390097 25.403537273406982 418.742172177881 19.271230846643448 61.596442565321922 6516.2064049970359 3.4630741551518431 8.4167620167136175 5.3029600977897644 4.0695407837629318 leaf_count=55 32 35 35 22 21 21 23 204 53 595 78 28 23 33 20 37 19 30 26 89 45 98 1440 71 218 23562 21 38 20 25 internal_value=1.01908e-05 -0.00109681 5.96737e-05 -0.00048873 5.05175e-05 0.00415658 0.00547645 0.00368172 0.00505684 0.00050546 0.00137579 -0.00800942 -0.00769567 -0.00317198 -0.00986178 -3.30504e-06 -0.00581342 -0.0125574 -0.00569223 2.14336e-05 0.00349872 -0.00334258 -3.39813e-05 -0.00661377 0.00673941 4.81774e-06 -0.018189 -0.0162328 -0.0209063 -0.0233934 internal_weight=7473.15 262.67 223.5 216.367 7210.48 93.2926 84.8624 78.5369 72.4079 204.86 185.863 18.9975 39.1694 25.6028 15.2052 7117.19 30.1755 24.3132 13.3422 7087.01 111.169 35.7333 6975.84 40.8933 75.4353 6934.95 11.5066 13.5666 10.971 8.0435 internal_count=27017 1008 859 824 26009 333 301 280 257 756 673 83 149 88 53 25676 116 97 56 25560 398 135 25162 160 263 25002 68 61 41 47 is_linear=0 shrinkage=0.03 Tree=863 num_leaves=29 num_cat=0 split_feature=3 2 8 10 0 12 10 2 2 8 5 5 2 0 12 7 5 9 10 4 10 5 7 11 5 2 2 5 split_gain=0.43772 1.92855 0.477283 1.92315 6.07893 2.76096 1.4214 2.91114 3.06154 3.42252 2.88191 2.64008 3.93055 2.66266 2.40195 3.39243 2.86249 2.3367 2.1695 2.28117 2.25304 1.2399 4.71545 3.35556 2.95145 3.89608 2.73991 1.98619 threshold=1.0000000180025095e-35 1.3 4.5000000000000009 2.1666666666666674 200.00000000000003 3.5000000000000004 1.0000000180025095e-35 1.1000000000000003 0.70000000000000007 4.9000000000000012 2.2850000000000006 1.2850000000000008 1.9000000000000001 575.00000000000011 2.9000000000000008 2.1000000000000005 1.1950000000000005 7.1000000000000005 -2.1666666666666656 1.5650000000000008 -1.8333333333333328 0.87000000000000033 2.1000000000000005 -0.83333333333333315 1.0350000000000008 0.70000000000000007 0.70000000000000007 1.2550000000000006 decision_type=2 2 2 2 2 2 2 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 21 -5 -6 14 8 10 -10 -8 12 -9 -13 18 16 -16 -17 19 -4 -20 22 23 -2 25 -23 -24 -26 right_child=2 -3 6 4 5 -7 7 11 9 -11 -12 13 -14 -15 15 17 -18 -19 20 -21 -22 24 26 -25 27 -27 -28 -29 leaf_value=0.0042701178623149984 0.020139174456046512 -0.022791360602582852 -0.0025391330673804084 0.034268275166749781 -0.016590240402977061 0.008971458494405735 -0.0015710324789060936 0.0027763627553850072 -0.0025836990048330628 0.0039524818449708276 -0.020468046932798981 -0.0033048156621563909 -0.0049140262410815264 0.00056866492984141304 -0.0052330292432229515 -0.0074349128513314213 0.0022461557376198121 0.015251728917888729 0.0078101435981057553 -0.023914559123366416 -0.00050160854317852642 0.0042893041779050291 0.0095868396788132866 0.0038800989698412722 0.0018884417038583345 -0.0056973258173713352 -0.016541383516419043 -3.5538941030425889e-05 leaf_weight=6.0727967470884305 13.67023443430662 3.8872661720961332 12.097282767295839 6.2083048522472408 6.0959585607051876 10.110339693725107 165.29742046445608 226.55667076259851 94.855553366243839 300.56205617636442 7.5971603244543067 730.02529295906425 81.269653402268887 204.44926679879427 48.609305020421743 52.739746356382966 876.46008208580315 4.4292271584272376 29.911987818777561 7.1486036032438269 1565.4608690552413 45.522730499505997 4.8292932212352779 69.52221454679966 598.91193871200085 154.42963101714849 14.331238888204096 2493.0917209461331 leaf_count=26 49 33 44 18 24 33 514 932 299 970 23 2560 526 908 316 299 3129 15 121 44 5429 147 17 272 2035 601 66 7567 internal_value=-6.48177e-06 -0.00629158 1.51905e-06 0.00026764 0.00902621 -0.000643511 -0.000204781 -0.000849984 0.000928541 0.00238454 -0.00240139 -0.0016636 0.000746013 -0.00245736 0.000245075 0.00141486 0.00185315 -0.00567724 -0.000466552 -0.0104787 -0.00034577 0.000209802 0.00346155 0.0065518 0.000108699 -0.00342369 -0.00995593 0.00033713 internal_weight=7834.15 9.96006 7824.19 3416.72 22.4146 16.2063 4407.47 1810.61 568.312 395.418 172.895 1242.3 307.826 934.475 2596.86 982.238 925.069 57.169 1614.62 19.2459 1595.37 3394.31 102.353 83.1924 3291.96 199.952 19.1605 3092 internal_count=27017 59 26958 10829 75 57 16129 6732 1806 1269 537 4926 1458 3468 9397 3759 3445 314 5638 88 5550 10754 404 321 10350 748 83 9602 is_linear=0 shrinkage=0.03 Tree=864 num_leaves=31 num_cat=0 split_feature=5 5 10 2 3 11 13 5 0 6 5 13 9 3 3 9 5 4 11 5 9 0 12 11 7 11 11 12 6 10 split_gain=0.425594 3.62114 2.67248 3.49111 2.5248 2.36767 2.92846 2.2435 3.3372 2.25763 5.81696 3.59 2.05407 2.07312 2.13119 2.09742 2.03025 3.68517 3.49386 3.22389 3.29448 2.59212 1.96374 1.8128 1.79759 2.10946 1.77304 2.55529 2.06865 0.986559 threshold=2.1250000000000009 2.1550000000000011 -1.0000000180025095e-35 2.1000000000000005 3.5000000000000004 -0.66666666666666619 2.9000000000000008 2.0250000000000008 525.00000000000011 0.70000000000000007 2.0750000000000011 2.9000000000000008 5.3000000000000016 3.1000000000000005 1.9000000000000001 4.9000000000000012 2.1950000000000007 1.9050000000000002 -0.83333333333333315 2.2050000000000005 6.9000000000000012 475.00000000000006 4.1000000000000005 -0.33333333333333309 0.70000000000000007 0.83333333333333337 1.0000000180025095e-35 3.3000000000000007 1.3 -3.1666666666666661 decision_type=2 2 2 2 2 2 2 2 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 26 5 7 -4 -7 29 9 10 -9 -11 13 14 15 -3 17 18 -14 20 -18 -21 -16 -15 -10 -26 27 -2 -28 -1 right_child=1 12 3 -5 -6 6 -8 8 24 11 -12 -13 16 23 22 -17 19 -19 -20 21 -22 -23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=-0.010501686427901523 -0.023314994308731865 -1.5994751423908957e-06 0.024611367114583331 0.031580928167216332 0.017955534584778433 -0.0069907529541215589 0.016575903109039138 -0.0059567046361413334 -0.019121055114778161 -0.0059749202815633949 0.02597361710259034 0.0044013615183313374 -0.026586697149162619 0.0026553444635130092 0.0059214917149264645 -0.020490137812536034 0.029952927037197145 0.011639650084584315 -0.0044373596358734252 0.0047634914547156817 -9.3383187885425531e-05 -0.00090444802746567586 -0.007080677998871741 -0.022150630801054755 -0.002909006874290541 -0.018679706688803623 0.021213676223184565 0.0042876968058412459 -0.0011553567076044368 1.8784513338435146e-05 leaf_weight=8.0300325751304609 5.3123894184827822 8.3740330785512942 6.0446704179048565 7.4420051723718634 7.0000728815793982 11.076583907008173 8.3026422858238202 11.438254788517954 13.018275395035742 84.10959680378437 9.3179385364055616 46.654950216412544 7.9092680588364592 3.6565074175596246 28.692021146416664 9.7122848182916623 7.1677908822894079 10.000762253999708 33.802289985120296 111.52426539734006 6.061986118555069 208.16211055219173 16.446953266859055 9.645943652838465 34.1796665340662 9.8282376825809461 6.1114740222692481 6.9900527447462082 9.5117040723562223 8261.1520885340869 leaf_count=24 20 27 20 25 27 40 26 34 57 310 29 154 32 17 104 31 25 31 131 477 22 834 56 54 116 34 19 24 35 24182 internal_value=-2.9152e-06 0.000828547 0.00771084 0.0135089 -5.40635e-05 0.00821895 0.00310591 -6.89341e-05 -0.00314201 -0.000813859 0.00837756 -0.00227281 -7.87054e-05 -0.00456736 -0.00230249 -0.0110039 0.000814382 -0.00471588 -0.00863728 0.0016734 0.0161855 0.00107284 0.00118399 -0.0153321 -0.00932801 -0.00643106 0.00088701 -0.00763158 0.00759496 8.5683e-06 internal_weight=9006.68 521.948 60.7915 32.8659 8484.73 25.4239 19.3792 8477.73 208.547 151.521 20.7562 130.765 461.156 76.5277 63.2253 18.0863 384.628 51.7123 41.7116 332.916 13.2298 319.686 45.139 13.3025 57.0262 44.0079 27.9256 12.3024 15.6232 8269.18 internal_count=27017 2050 209 111 24967 86 66 24940 734 527 63 464 1841 289 218 58 1552 194 163 1358 47 1311 160 71 207 150 98 44 54 24206 is_linear=0 shrinkage=0.03 Tree=865 num_leaves=29 num_cat=0 split_feature=8 7 4 4 4 11 5 13 0 5 8 5 10 13 8 10 9 0 9 5 12 9 5 12 9 2 13 7 split_gain=0.369353 1.59114 1.55766 1.60179 4.68034 3.50642 2.72574 1.59894 2.88983 1.886 1.11619 3.46024 2.81376 3.85499 3.79371 2.47655 2.52665 5.79914 5.26717 0.954536 1.78819 1.23952 1.05634 1.0425 3.44829 1.0038 0.969548 1.51501 threshold=6.3000000000000016 3.1000000000000005 0.97000000000000031 1.3350000000000006 1.2350000000000005 0.33333333333333326 1.6900000000000006 1.5000000000000002 875.00000000000011 2.4050000000000007 5.9000000000000012 0.94500000000000017 1.0000000180025095e-35 2.9000000000000008 6.1000000000000005 2.1666666666666674 3.3000000000000003 200.00000000000003 3.7000000000000006 0.62500000000000033 1.7000000000000004 1.7000000000000004 1.0150000000000008 1.3000000000000003 7.7000000000000002 0.70000000000000007 3.3000000000000007 1.1000000000000003 decision_type=2 2 2 2 2 2 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 4 5 -4 -6 8 -5 -9 19 12 14 -14 -12 16 17 -13 -18 20 -1 22 -21 24 -23 -25 27 -22 right_child=1 -3 3 7 6 -7 -8 9 -10 -11 11 15 13 -15 -16 -17 18 -19 -20 21 26 23 -24 25 -26 -27 -28 -29 leaf_value=-0.020567000754576133 -0.01377929302143489 0.013028601862700821 0.0027727160414726991 -0.0069663008754318407 0.011666349160074698 -0.010600444423935023 -0.0022344103926392488 -0.00078126031865011106 0.0088737457395809387 0.0081674575518238656 -0.012903759000323128 0.036433134701222183 0.0063620948255522216 0.040441517752846781 0.017981780662646288 0.018426233948054795 -0.013120273863684504 0.0029678679455148503 0.00082292167511726049 0.00058931377414977841 0.0059028570721547744 0.0012003906884041917 0.017351214686367335 -0.0011350179904593045 0.020588175111517448 5.3287403029802992e-05 0.010124163843799354 -0.018440398160413225 leaf_weight=5.8191801905632046 8.010347515344618 7.7660950794816008 42.360922679305077 75.877762407064438 50.55354505777359 30.243939310312271 16.95284279435873 817.59955948777497 12.005930237472056 21.76055171340704 6.9120962768793124 5.5833261609077445 6.1951234564185125 5.7692895531654358 7.4232687056064606 7.1227340511977664 25.958392024040222 28.191300086677074 401.89138036221266 6.6863234639167768 4.5198774486780149 254.5579551756382 6.8507149219512939 736.74566020071507 8.5331408977508527 4861.4617327898741 4.8147076442837706 4.6868182644248009 leaf_count=24 34 37 152 318 174 113 64 3473 51 91 28 19 23 22 29 28 96 105 1480 21 18 859 20 2552 28 17115 20 23 internal_value=1.04626e-05 -0.000501808 -0.000599522 -0.00050061 0.0024891 -0.00279794 0.00817546 -0.00095237 -0.00480237 -0.000549263 9.72983e-05 0.00146552 0.0120543 0.0227953 0.00308967 0.000871419 0.000600553 0.00850005 -2.30363e-05 -1.76075e-05 -0.00658674 4.57791e-06 0.00907204 -1.6364e-05 0.00182922 -0.000103098 -0.000784637 -0.00648947 internal_weight=7472.85 1083.13 1075.37 1067.36 140.111 72.6049 67.5064 927.244 87.8837 839.36 6389.72 495.047 26.2998 11.9644 14.3354 468.747 461.624 33.7746 427.85 5894.68 19.8406 5874.84 13.537 5861.3 263.091 5598.21 14.0214 9.2067 internal_count=27017 4507 4470 4436 503 265 238 3933 369 3564 22510 1830 102 45 57 1728 1700 124 1576 20680 85 20595 41 20554 887 19667 61 41 is_linear=0 shrinkage=0.03 Tree=866 num_leaves=20 num_cat=0 split_feature=4 8 5 11 10 4 11 6 4 4 12 2 5 10 10 7 10 13 2 split_gain=0.428839 1.04949 1.23712 1.63928 1.29439 0.670929 0.950225 2.04987 1.22534 1.18661 0.652212 0.55399 1.8306 0.675204 0.546536 0.480355 3.12261 0.489068 0.270318 threshold=2.7150000000000003 8.5000000000000018 1.2950000000000006 -0.66666666666666619 -1.0000000180025095e-35 2.5850000000000013 -0.66666666666666619 1.3 2.6550000000000007 2.6150000000000007 6.5000000000000009 3.5000000000000004 1.2050000000000007 1.1666666666666672 1.0000000000000002 3.3000000000000003 -0.83333333333333315 2.3000000000000007 3.5000000000000004 decision_type=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 -5 10 -7 8 9 -8 11 15 -13 -14 -6 17 -17 -1 -3 right_child=1 18 3 4 14 6 7 -9 -10 -11 -12 12 13 -15 -16 16 -18 -19 -20 leaf_value=-0.000340428269068876 -0.021299998265324631 -0.022225022426396922 -0.014961565387540163 -0.0048855524368352473 0.024367866813391086 -0.0079907464124794065 0.018697076970975259 -0.010339079339850201 0.027548689098425172 -0.0051135969451461651 0.0099417087015297254 0.015783810595376164 -0.02183711114499344 -0.0032766870263369425 0.0075982953391019433 0.019130231008265868 -0.010909517641312238 0.00016892498784700435 -0.0074482666483128715 leaf_weight=2506.4664607085288 2.2884221263229909 2.9660682901740065 3.6967760603874966 4.3079371899366405 3.5124950632452867 3.7606867551803616 4.0434597805142385 3.819460302591323 4.3747625090181828 3.5265512056648731 5.9239871278405181 2.3694859407842142 4.4749023281037807 2.9118762835860252 3.4840661585330963 3.9165858849883106 15.204531747847794 5250.6092514377087 1.7845494877547023 leaf_count=8696 34 34 32 31 23 28 27 22 26 20 23 21 47 18 20 16 77 17804 18 internal_value=-6.62918e-06 -0.00418539 -0.000753895 0.00238038 0.00805151 5.16144e-06 0.00555936 0.00879185 0.0149092 0.00760468 -8.7563e-06 -1.63272e-05 -0.0071606 -0.0145206 0.0160172 -7.36373e-06 -0.00475646 4.34275e-06 -0.0166742 internal_weight=7833.44 22.0403 17.2897 15.0013 11.3045 7811.4 19.5249 15.7642 11.9448 7.57001 7791.88 7785.95 9.75626 7.38678 6.99656 7776.2 19.1211 7757.08 4.75062 internal_count=27017 192 140 106 74 26825 123 95 73 47 26702 26679 86 65 43 26593 93 26500 52 is_linear=0 shrinkage=0.03 Tree=867 num_leaves=31 num_cat=0 split_feature=13 9 0 3 13 4 0 4 4 13 11 9 5 10 6 9 5 5 4 5 7 4 12 3 13 4 10 4 4 5 split_gain=0.431924 2.3619 3.26422 1.99685 2.00787 2.44871 3.61713 3.43157 1.66161 2.47181 2.229 2.21327 1.94889 1.79462 1.16376 2.15507 2.20802 2.12429 4.88597 4.13517 1.21753 0.907454 2.58287 2.27396 2.09357 1.7079 3.3526 1.03854 3.15582 2.20449 threshold=1.7000000000000004 2.7000000000000006 475.00000000000006 0.90000000000000013 0.90000000000000013 1.7400000000000002 525.00000000000011 1.6000000000000008 1.5850000000000006 1.3000000000000003 -2.1666666666666656 7.1000000000000005 1.6500000000000004 0.83333333333333337 0.70000000000000007 2.1000000000000005 0.82000000000000028 1.4750000000000008 2.265000000000001 1.4250000000000007 1.9000000000000001 2.5350000000000006 3.1000000000000005 2.1000000000000005 2.5000000000000004 2.495000000000001 0.50000000000000022 2.305000000000001 2.2850000000000006 1.0750000000000008 decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 -7 -6 9 13 -10 -11 -12 -5 15 -2 20 19 -19 -18 -17 25 -23 24 -24 27 -27 28 -16 -29 right_child=14 3 -4 8 5 6 -8 -9 10 11 12 -13 -14 -15 21 16 17 18 -20 -21 -22 22 23 -25 -26 26 -28 29 -30 -31 leaf_value=-0.0048387584640013238 -0.014877406629685052 -0.012126448257807213 0.019734308560864743 0.0021450459259797984 0.0027345724145993373 0.016985395143288364 -0.00091530821516921034 -0.011672785963271025 -0.014284320528549674 -0.0050883413572601127 0.0027107010784244863 0.0038857842365654727 -0.0017796585592848627 -0.0088085167551932783 -5.0035359035229523e-05 0.0050058908422208814 0.00092042161932585659 0.0045947012759076662 -0.010809582909212155 -0.0096430526349044875 0.023414612774078528 -0.013121509563820291 0.019320444553548529 -0.0053185496474172757 0.0046063758554599757 -0.021883730712964747 0.0063722026108264012 -0.011932130267321863 -0.014469320945905466 0.004972409556121978 leaf_weight=8.2893263846635836 7.2629567906260482 8.4952340424060804 11.778100267052649 109.010842256248 106.0737180262804 23.22305753827095 18.060070179402828 17.306283101439476 9.5245518088340742 266.14113082736731 170.95425269007683 27.268081057816744 177.11406463384628 15.358489360660313 7288.5840344540775 6.7608462572097761 274.12683941423893 229.18458554148674 20.161728002130985 37.971902877092361 6.1976872980594635 7.185319058597087 13.222673051059244 11.987073346972464 25.46043686568737 8.9899002984166128 6.5203073322772971 7.6776437610387793 13.686156198382376 72.555521957576275 leaf_count=24 25 27 37 358 296 75 73 50 31 851 519 109 546 51 21580 23 859 664 75 113 25 28 54 38 108 31 23 29 43 252 internal_value=-2.68177e-06 -0.000601156 0.00958382 -0.000816633 0.00209611 0.00282987 0.0091544 0.000713679 -0.00146712 -0.00275196 3.39816e-05 -0.00425433 0.000425788 0.00079238 6.94399e-05 0.00136186 0.0015672 0.00128462 0.00334914 -0.000364797 0.0138102 -3.13877e-05 0.00371118 0.00609815 0.00963594 -6.06561e-05 -0.0100053 -3.97631e-05 -7.70605e-05 0.00335479 internal_weight=9006.13 968.597 20.0674 948.53 173.158 164.663 41.2831 123.38 775.371 417.779 357.593 293.409 348.068 124.369 8037.54 581.667 574.404 561.445 249.346 312.099 12.9585 7455.87 57.8555 50.6702 38.6831 7398.01 15.5102 7382.5 7302.27 80.2332 internal_count=27017 3047 61 2986 521 494 148 346 2465 1369 1096 960 1065 409 23970 1784 1759 1711 739 972 48 22186 228 200 162 21958 54 21904 21623 281 is_linear=0 shrinkage=0.03 Tree=868 num_leaves=17 num_cat=0 split_feature=2 8 2 12 5 10 4 5 8 8 9 5 0 5 2 7 split_gain=0.367003 1.05627 0.722862 2.19835 1.88916 2.17481 1.68217 1.05407 0.660806 0.597312 0.905957 0.589881 1.9718 0.852052 0.464602 0.178329 threshold=3.9000000000000004 5.5000000000000009 3.3000000000000003 5.3000000000000016 1.7700000000000007 1.8333333333333339 2.0750000000000006 1.8850000000000005 1.1000000000000003 1.7000000000000004 4.3000000000000016 0.62500000000000033 475.00000000000006 0.67500000000000016 4.3000000000000016 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 8 4 5 6 -4 -5 15 10 -10 12 -11 -13 -3 -1 right_child=1 14 3 7 -6 -7 -8 -9 9 11 -12 13 -14 -15 -16 -17 leaf_value=-0.0036340326601946834 0.010216949103602836 -0.02209092280498054 0.0016596911263923623 -0.015440427875540615 -0.010272033954805198 -0.0086982619293168601 0.021197872034057957 0.003511329668427877 0.011609457727278791 -0.015750026097016409 -0.00078569265851047634 0.0080447679034988638 0.0043617380409180758 -8.6748441215346089e-06 -0.0048922055427240698 -0.012167569014959538 leaf_weight=4.125079467892645 2.4167535603046399 2.8229569084942341 5.4724735245108702 6.2086069807410222 4.0892619490623465 3.8941310718655577 14.405956156551836 4.5968598239123821 9.9837759882211703 8.6097233034670371 11.328994438052176 11.842494383454321 8.9462682232260686 7366.3144534863532 2.8315166253596544 4.7324439138174057 leaf_count=19 17 30 24 32 22 22 84 24 32 38 36 45 39 26508 22 23 internal_value=1.02447e-05 -0.00638345 1.7158e-05 0.00410834 0.00856301 0.0118029 0.0158191 -0.00737797 -4.14516e-06 5.63454e-06 0.0050207 -8.81776e-06 -0.00550137 4.25153e-06 -0.0134785 -0.00819338 internal_weight=7472.62 8.07123 7464.55 38.6673 27.8618 23.7726 19.8784 10.8055 7425.88 7417.03 21.3128 7395.71 17.556 7378.16 5.65447 8.85752 internal_count=27017 69 26948 208 152 130 108 56 26740 26698 68 26630 77 26553 52 42 is_linear=0 shrinkage=0.03 Tree=869 num_leaves=25 num_cat=0 split_feature=5 0 9 6 11 5 5 8 10 10 6 0 11 13 12 10 6 4 4 8 12 2 5 11 split_gain=0.426774 0.443042 3.00819 6.60714 3.14775 2.71368 3.43802 3.57049 3.31506 3.13847 2.99046 2.71198 2.26238 3.21075 2.65769 3.02428 2.30549 2.15673 2.35863 4.6179 4.33496 2.01419 1.94789 1.89561 threshold=3.2350000000000008 525.00000000000011 2.3000000000000003 1.5000000000000002 1.0000000180025095e-35 1.2250000000000008 1.2550000000000006 3.1000000000000005 -1.1666666666666663 -0.33333333333333331 0.90000000000000013 575.00000000000011 1.0000000000000002 4.9000000000000012 4.1000000000000005 -0.33333333333333331 1.1000000000000003 1.2250000000000005 1.1750000000000005 5.1000000000000005 2.9000000000000008 0.3000000000000001 1.6400000000000006 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 12 3 4 -3 8 7 -7 10 -10 -4 -8 17 14 15 -14 -16 18 20 -20 -1 23 -23 -19 right_child=-2 2 5 -5 -6 6 11 -9 9 -11 -12 -13 13 -15 16 -17 -18 21 19 -21 -22 22 -24 -25 leaf_value=-1.2911371823135732e-05 -0.0078157051767043916 -0.019819628582567365 0.018526307272575527 0.027093974689809692 0.0097784782882071666 0.029623526638029404 -0.0015955782522698962 0.0046297427707540414 -0.0068585179004629956 -0.0014916954569398537 0.00087005527459330307 0.00084512524418160816 0.00016146759087580501 0.016549872761719625 -0.0042631840416528918 -0.004574961462881025 0.0055915815935045684 0.0011666830509025454 0.0014622057073999971 0.010185903966112592 0.0047815116305717246 0.00040875012325777317 -0.0011002935429576326 0.017412519105023491 leaf_weight=1090.3379291817546 6.2936007082462302 6.2037476934492606 11.413489654660223 11.168394625186918 6.7549690064042807 5.6007774472236624 706.34024727344513 63.081790210679173 144.41014107316732 305.59319619834423 35.444547971710563 975.7293133251369 200.16975835710764 8.680441886186598 30.623810805380344 308.03955499082804 70.670798197388649 14.944753363728525 206.76327154785395 74.213559828698635 201.02085300534964 2133.8393698744476 1204.3529107049108 11.391126215457914 leaf_count=3327 21 36 79 38 36 18 2218 254 609 1325 156 3692 647 26 115 1003 225 46 643 234 589 7953 3693 34 internal_value=-6.68988e-06 -4.1057e-07 -0.000353363 0.0101833 -0.00439107 -0.00046647 8.8853e-05 0.00666788 -0.00242322 -0.00321396 0.00517069 -0.000179783 0.00014393 -0.00156698 -0.00182499 -0.00270941 0.00261225 0.000358166 0.00127541 0.00376637 0.000733418 -7.04856e-05 -0.000135683 0.00819354 internal_weight=7833.08 7826.79 2271.74 24.1271 12.9587 2247.61 1750.75 68.6826 496.861 450.003 46.858 1682.07 5555.05 618.184 609.504 508.209 101.295 4936.86 1572.34 280.977 1291.36 3364.53 3338.19 26.3359 internal_count=27017 26996 8461 110 72 8351 6182 272 2169 1934 235 5910 18535 2016 1990 1650 340 16519 4793 877 3916 11726 11646 80 is_linear=0 shrinkage=0.03 Tree=870 num_leaves=23 num_cat=0 split_feature=4 5 4 4 3 3 9 5 2 13 4 9 4 7 5 7 6 3 4 7 4 13 split_gain=0.425155 0.985175 0.616191 2.95246 1.47488 1.90932 1.34964 2.99624 1.73575 1.14264 0.764303 5.13847 2.38418 2.34189 2.35427 2.14064 1.65098 0.941307 0.79499 0.648224 1.97493 1.02945 threshold=2.975000000000001 1.7250000000000003 2.3550000000000009 2.3750000000000009 2.5000000000000004 2.9000000000000004 3.7000000000000006 1.4050000000000009 2.9000000000000004 2.3000000000000007 2.265000000000001 4.7000000000000002 2.2550000000000012 1.7000000000000004 1.4850000000000008 1.5000000000000002 1.1000000000000003 1.3 2.2950000000000013 0.3000000000000001 1.7000000000000004 1.3000000000000003 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 10 9 6 -6 7 -5 -8 -4 12 15 19 14 -13 16 -12 -15 -17 20 -1 -21 right_child=1 -3 3 4 5 -7 8 -9 -10 -11 11 13 -14 17 -16 18 -18 -19 -20 21 -22 -23 leaf_value=2.2346594878947714e-06 0.0029421400315604047 -0.012625477673020188 0.0066893877462187506 0.0010258626878806123 0.021370319772976654 -0.00022173217076723183 -0.0012503289244146436 -0.019723629452510008 0.0065531293219383557 0.022446994293219395 0.011921708226294849 -0.022284886624546803 0.014527788628622668 0.012579500958452106 -0.0069473632261787717 0.0089467420074377888 -0.0068325599140613433 -0.0041946058987230505 0.025117739805195678 0.0019758530794783315 -0.0086650086032682393 -4.2958041831879463e-05 leaf_weight=95.345780171453953 7.0744811818003637 7.5770460963249207 9.2728065922856349 17.489016540348533 6.7288720160722724 8.1501739323139173 90.746245510876179 9.7578721195459348 35.764743413776159 7.4845140874385825 7.2455853372812333 12.498774282634256 10.151398099958895 5.6538545936346036 32.242726013064384 4.9588515758514387 10.132212802767752 6.440921738743782 6.1040634140372276 233.69231605529785 31.470711141824722 8349.3887790516019 leaf_count=366 28 23 37 75 21 25 319 35 167 34 27 42 36 21 94 19 34 21 28 719 106 24740 internal_value=-2.43902e-06 -0.00510866 5.88223e-06 0.0017175 0.000524085 0.00954302 -0.000348672 -0.00640511 0.000955714 0.0137274 -3.01555e-05 -0.0028565 -2.5155e-06 -0.0080658 -0.011232 0.00755384 0.000986938 0.00364666 0.0178692 -1.94506e-05 -0.00214862 1.20083e-05 internal_weight=9005.37 14.6515 8990.72 185.394 168.637 14.879 153.758 27.2469 126.511 16.7573 8805.33 85.277 8720.05 56.8363 44.7415 28.4407 17.3778 12.0948 11.0629 8709.9 126.816 8583.08 internal_count=27017 51 26966 713 642 46 596 110 486 71 26253 286 25967 178 136 108 61 42 47 25931 472 25459 is_linear=0 shrinkage=0.03 Tree=871 num_leaves=18 num_cat=0 split_feature=11 11 5 5 5 5 8 2 9 2 0 12 12 9 2 3 9 split_gain=0.365326 0.387385 3.42504 2.55336 3.58788 7.50898 3.41919 3.94894 2.05032 0.531285 1.39342 0.759582 0.964615 2.16637 1.42782 0.955742 0.325727 threshold=3.1666666666666674 1.8333333333333337 1.0450000000000006 1.5750000000000008 1.7000000000000004 1.7350000000000003 3.1000000000000005 2.1000000000000005 4.9000000000000012 3.9000000000000004 575.00000000000011 6.1000000000000005 5.5000000000000009 5.9000000000000012 3.3000000000000003 3.7000000000000006 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 -3 6 8 -6 -4 -8 -5 11 -11 12 14 -14 -1 -13 -2 right_child=16 2 3 4 5 -7 7 -9 -10 10 -12 15 13 -15 -16 -17 -18 leaf_value=-3.1761685276968847e-05 -8.1202775001770129e-05 -0.026292141073588047 0.026567555981477243 -0.00019728985050446535 0.031528633408433794 -9.5139826708473039e-05 0.0014281300781671816 0.023384662442599537 -0.015492247477758778 0.0067161894805424964 -0.021765003735252798 0.017850863668622763 -0.015149650401581023 0.0033753865415545796 0.0064481530875418131 -0.00033444260214248898 -0.011409283181470282 leaf_weight=7179.6398260854185 4.3875520229339582 3.9799062907695761 6.8206688314676276 13.283601835370062 7.2644404023885718 96.865957893431187 57.30872967839241 8.4605430811643583 19.419878527522087 2.8423915840685359 3.3896725345402956 4.8333450965583307 11.748623475432398 11.001606635749338 30.734934393316507 5.6315795816481113 4.7659266218543053 leaf_count=25857 16 15 21 43 23 352 187 28 67 21 39 19 57 49 167 27 29 internal_value=1.02878e-05 1.7634e-05 0.00127741 0.00180134 -0.000611371 0.00211103 0.00634936 0.00425261 -0.00927969 -1.94483e-05 -0.00877497 -1.19155e-05 -2.36007e-05 -0.00619127 -4.14041e-06 0.00806465 -0.00597938 internal_weight=7472.38 7463.23 213.404 209.424 136.834 104.13 72.5899 65.7693 32.7035 7249.82 6.23206 7243.59 7233.12 22.7502 7210.37 10.4649 9.15348 internal_count=27017 26972 736 721 485 375 236 215 110 26236 60 26176 26130 106 26024 46 45 is_linear=0 shrinkage=0.03 Tree=872 num_leaves=23 num_cat=0 split_feature=3 6 5 10 8 9 6 8 0 5 5 4 12 4 10 13 4 4 5 6 9 13 split_gain=0.422227 1.89686 0.480782 3.49149 2.44167 3.55982 3.08347 2.90552 1.82346 0.792722 2.96223 2.5426 2.39722 3.90537 3.80303 2.85896 2.72163 2.2537 0.875466 5.97983 1.08139 0.288548 threshold=1.0000000180025095e-35 1.5000000000000002 0.76500000000000024 -1.1666666666666663 2.7000000000000006 1.7000000000000004 1.7000000000000004 6.3000000000000016 525.00000000000011 0.87000000000000033 0.90500000000000014 1.0050000000000006 2.7000000000000006 1.6550000000000002 1.1666666666666672 2.3000000000000007 1.5550000000000008 1.4550000000000007 0.93000000000000027 1.5000000000000002 3.1000000000000005 2.3000000000000007 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 -2 5 -5 7 -6 -8 12 11 -11 13 14 -4 -15 -14 -13 19 -12 -20 -18 right_child=2 -3 9 4 6 -7 8 -9 -10 10 18 17 16 15 -16 -17 21 -19 20 -21 -22 -23 leaf_value=-0.018081932233737705 0.019208629719724056 0.0083018462533490291 -0.00018797463325133634 -0.0073569767068647311 0.0010250194501005628 0.024514146265315021 -0.025155184631996882 -0.023096460038689686 -0.0042250915526221905 0.0061472747283206498 0.010747891553859149 -0.01566793295754049 0.0096181136579210329 -0.0021790521382260282 0.022295293101430153 0.024229380334765613 -0.011226897817573623 -0.0023365652643046741 -0.0015159823375299995 -0.0076236026057628159 8.9732110437819047e-05 -0.023112667531989199 leaf_weight=5.4440509714186174 6.1380997896194449 4.4629847183823586 96.882811717689037 6.8184085115790349 31.560788314789534 5.8690476566553116 10.923230007290842 5.2405208479613057 5.7017363160848609 11.028869822621344 40.188060760498047 26.269658952951431 4.2988342046737662 5.2011241205036667 7.2797923088073722 12.694454729557036 2.629072390496729 20.179646570235491 398.69268622621894 26.43401812762022 7092.6086530536413 6.111260000616312 leaf_count=38 35 21 365 27 157 20 48 40 26 36 183 105 20 28 26 57 23 102 1549 99 23970 42 internal_value=-7.01038e-06 -0.0061964 8.28099e-07 -0.00243505 -0.00444448 0.00738618 -0.00725398 -0.00240989 -0.017977 2.35359e-05 -1.68746e-05 -0.00680162 0.00230146 0.00360761 0.00138335 0.0165541 -0.00992526 -0.00987619 3.47236e-05 0.00345853 4.27478e-06 -0.0195375 internal_weight=7832.66 9.90704 7822.75 72.2518 66.1137 12.6875 53.4263 36.8013 16.625 7750.5 7615.4 57.4782 135.097 122.058 104.163 17.8956 13.0392 46.4493 7557.92 66.6221 7491.3 8.74033 internal_count=27017 59 26958 353 318 47 271 197 74 26605 26044 243 561 476 391 85 85 207 25801 282 25519 65 is_linear=0 shrinkage=0.03 Tree=873 num_leaves=31 num_cat=0 split_feature=13 9 0 3 10 5 4 3 0 13 8 5 7 4 5 6 5 4 4 4 8 0 11 9 2 7 6 10 12 5 split_gain=0.42037 2.26495 3.14663 1.93653 2.66897 2.24209 2.78192 3.09128 2.24767 2.19706 2.18475 2.83427 2.5836 1.63096 1.87499 1.14098 1.93698 3.30708 2.17686 2.37702 1.03999 0.979312 1.84311 3.88835 3.01553 2.14908 2.36257 2.18318 1.06362 1.15462 threshold=1.7000000000000004 2.7000000000000006 475.00000000000006 1.1000000000000003 1.5000000000000004 2.1050000000000009 1.8900000000000006 2.5000000000000004 875.00000000000011 1.5000000000000002 7.1000000000000005 1.8900000000000006 0.90000000000000013 0.92500000000000027 0.81000000000000016 0.3000000000000001 1.6900000000000006 1.1850000000000007 1.7750000000000004 2.2050000000000005 4.9000000000000012 875.00000000000011 0.50000000000000022 3.5000000000000004 2.7000000000000006 1.7000000000000004 1.3 1.1666666666666672 6.1000000000000005 2.1350000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 13 10 7 -7 -8 -6 12 -12 -5 -3 -15 16 17 -2 20 -20 -19 28 25 -24 -25 26 -23 -27 -17 -30 right_child=15 3 -4 5 9 6 8 -9 -10 -11 11 -13 -14 14 -16 21 -18 18 19 -21 -22 22 23 24 -26 27 -28 -29 29 -31 leaf_value=-0.0047540087803687884 -0.023831920018496766 -0.012291430549238473 0.019399084048119328 -0.00063809762153117463 0.024014008653897214 0.0037181648746552861 0.011476039998722485 -0.0096188831954507528 -0.0068030058905034071 0.0017052679316427737 -0.0050499146303592058 -0.02331535961878263 -0.0056615158774318579 -0.013988082384690154 0.0014317124602999109 4.3511641248065243e-06 0.01785446310068638 0.0065085387148201669 -0.011745667925773449 0.015785590679407647 0.022245293531575526 -0.001051738196221081 -0.015518460648136435 0.013616108391264181 -0.0040210027784952414 -0.0024425260133978817 0.0086150411119502203 -0.021354224991172815 0.001962110288794304 -0.018258025294479192 leaf_weight=8.2862318158149737 3.9974961578845969 8.5928314924240095 11.721547052264212 384.27791348844767 8.2081440240144712 39.257654659450054 34.785885468125343 25.999500185251236 7.330145224928855 7.7006265670061103 43.64858578145504 9.2695070803165418 121.20859299600124 7.3041753321886054 250.39769107848406 7796.4155535250902 8.4402334541082364 9.3674290031194705 9.4990376979112607 4.0155693516135207 6.3360493332147589 60.681371450424194 6.2583910673856726 38.128927558660507 11.313481323421 28.925204072147608 36.405844032764435 6.7818528711795798 4.4432124793529493 5.9387542977929115 leaf_count=24 11 25 37 1212 27 145 107 135 22 25 134 30 358 24 742 23082 28 28 34 25 20 221 24 131 46 117 128 25 15 35 internal_value=-2.1701e-06 -0.000592789 0.00939607 -0.00080361 0.00127904 -0.00168638 0.00228379 -0.00159553 0.00829464 0.0132155 -0.00244979 -0.00824942 -0.00184264 0.000565944 0.000994661 6.89654e-05 0.00502112 0.00176011 0.00526151 -0.00356536 0.012858 4.31644e-05 0.0021799 0.00676032 0.00958036 0.000258634 0.00257312 -0.00603443 -8.42706e-06 -0.00960433 internal_weight=9004.94 967.989 20.0078 947.981 282.203 665.778 107.373 65.2572 42.116 15.9088 558.405 52.9181 505.487 266.295 257.702 8036.95 41.6558 33.2156 29.2181 13.5146 15.7035 7995.29 188.495 55.7008 49.4424 132.794 97.0872 35.7071 7806.8 10.382 internal_count=27017 3047 61 2986 843 2143 409 280 129 52 1734 164 1570 791 766 23970 146 118 107 59 48 23824 692 201 177 491 349 142 23132 50 is_linear=0 shrinkage=0.03 Tree=874 num_leaves=23 num_cat=0 split_feature=13 6 4 11 4 4 11 4 5 13 11 9 2 8 4 0 8 10 0 4 9 9 split_gain=0.362836 1.3272 3.16359 1.32433 1.04265 3.40827 1.2862 1.66547 0.945051 0.620384 2.35472 2.75279 3.33371 1.95179 1.78451 1.52475 0.782368 1.20999 2.85636 2.19672 1.02151 1.83355 threshold=5.3000000000000016 3.3000000000000003 1.1150000000000007 0.83333333333333337 1.6900000000000006 1.4950000000000008 -0.33333333333333309 1.0850000000000006 1.2650000000000006 4.7000000000000011 -0.83333333333333315 4.9000000000000012 0.90000000000000013 5.3000000000000016 1.5750000000000008 350.00000000000006 2.5000000000000004 -0.49999999999999994 575.00000000000011 0.75500000000000023 1.5000000000000002 1.7000000000000004 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 9 -3 4 5 6 7 -2 -8 16 14 12 -12 -13 15 -11 17 18 -1 -19 -18 -22 right_child=3 2 -4 -5 -6 -7 8 -9 -10 10 11 13 -14 -15 -16 -17 20 19 -20 -21 21 -23 leaf_value=-0.00061818831276347342 0.015047964222930237 0.020151275183096656 -0.0073071137299890922 -0.01591547018001932 -0.013513859874436925 0.021444684205479545 -0.00028534186251240209 -0.004651352968511809 -0.016217199972543193 0.0046699561289479117 0.012272252263770303 -0.0023859861658321133 -0.0020250231800820252 -0.019392634489718757 -0.0039228416493473127 0.023532213593479279 -0.013517744729657603 0.0064790720675224241 0.021259254443466883 -0.0048799810297922184 0.012389072206282376 1.5582849914897291e-05 leaf_weight=44.677453704178333 6.0985943526029613 9.1173049509525281 6.446439877152442 5.8910599648952475 5.0408601462841025 6.1339755058288565 5.618270322680476 10.534946531057356 8.3032897561788541 6.3576570600271287 24.452986091375351 19.881697133183483 36.717571943998337 8.7449141442775709 5.3166092634201041 9.8062696754932386 5.0093016140162936 17.59402397274971 6.1050270944833747 118.68650390207767 10.794689476490019 7094.8334004990757 leaf_count=174 20 25 26 24 22 22 22 38 30 21 78 67 131 34 20 32 23 66 21 442 31 25648 internal_value=9.99138e-06 2.67338e-05 0.00877812 -0.0026003 -0.000720583 0.00103714 -0.0030597 0.00257129 -0.00978764 8.35009e-06 0.00223146 9.7051e-05 0.00369033 -0.00758121 0.0111541 0.0161132 -2.55486e-05 -0.00194066 0.0020119 -0.00341351 2.48331e-05 3.43803e-05 internal_weight=7472.16 7424.54 15.5637 47.621 41.7299 36.6891 30.5551 16.6335 13.9216 7408.98 111.278 89.7972 61.1706 28.6266 21.4805 16.1639 7297.7 187.063 50.7825 136.281 7110.64 7105.63 internal_count=27017 26839 51 178 154 132 110 58 52 26788 383 310 209 101 73 53 26405 703 195 508 25702 25679 is_linear=0 shrinkage=0.03 Tree=875 num_leaves=11 num_cat=0 split_feature=5 5 0 5 4 11 5 10 5 0 split_gain=0.41384 0.842992 2.46956 0.86179 1.87755 0.597905 1.64268 1.90838 0.469295 0.443764 threshold=3.1200000000000006 2.9150000000000005 475.00000000000006 2.8350000000000004 1.4950000000000008 -2.8333333333333326 2.1350000000000011 1.0000000180025095e-35 2.7950000000000004 525.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 6 7 -1 9 -7 right_child=-2 2 -4 4 -6 8 -8 -9 -10 -11 leaf_value=0.0097151205717227688 -0.0057134984215820158 0.021057464891116515 -0.0048940371659621333 0.0064987481348962473 -0.017219465885077556 0.00012515321582823357 0.017613712735519801 -0.011561136616007647 0.0074217870620112035 -0.00037423613381516821 leaf_weight=7.9677633345127123 11.421080306172369 6.3500059321522695 6.871270976960659 4.9620053842663747 7.6114346757531166 5507.7282393630594 6.4873026683926573 7.2434303164482117 7.6340490877628318 2258.0102943200618 leaf_count=24 37 25 25 20 24 18376 25 22 26 8413 internal_value=-7.03695e-06 1.29639e-06 0.00757013 -1.15205e-05 -0.00785927 1.13791e-06 0.00497412 -0.000416437 -1.27436e-05 -2.00521e-05 internal_weight=7832.29 7820.87 13.2213 7807.64 12.5734 7795.07 21.6985 15.2112 7773.37 7765.74 internal_count=27017 26980 50 26930 44 26886 71 46 26815 26789 is_linear=0 shrinkage=0.03 Tree=876 num_leaves=10 num_cat=0 split_feature=8 8 10 4 4 4 4 6 4 split_gain=0.411685 0.759415 2.22923 2.02231 0.755215 0.865132 1.01651 2.50605 0.631744 threshold=1.0000000180025095e-35 1.7000000000000004 1.0000000180025095e-35 0.73500000000000032 0.53500000000000014 0.61500000000000021 0.68500000000000016 1.7000000000000004 0.88500000000000023 decision_type=2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -3 -6 7 -7 -8 right_child=1 4 -4 -5 5 6 8 -9 -10 leaf_value=0.0075182410439808512 0.013239938687936931 -0.0099436344535499925 -0.016019706858300342 -0.0072187398674376842 0.0078576011155009617 0.0028832429149444065 0.0013450364772996082 -0.015784624697666574 -2.6498008814617221e-05 leaf_weight=6.5466146767139426 7.5825911760330262 6.8581106662750235 10.323573298752306 10.195127591490744 12.642831556499003 13.721222281455995 313.24832170456648 12.250346526503561 8610.8206247072667 leaf_count=21 23 21 35 32 38 45 970 43 25789 internal_value=-2.09474e-06 -7.56648e-06 -0.00493157 0.00150734 7.86028e-06 1.5475e-05 4.39722e-06 -0.00592207 2.16449e-05 internal_weight=9004.19 8997.64 28.1013 17.7777 8969.54 8962.68 8950.04 25.9716 8924.07 internal_count=27017 26996 90 55 26906 26885 26847 88 26759 is_linear=0 shrinkage=0.03 Tree=877 num_leaves=22 num_cat=0 split_feature=8 5 4 10 11 0 4 8 10 9 5 6 4 4 12 4 6 9 4 3 4 split_gain=0.361459 1.99867 2.91477 2.74998 2.25139 2.01372 0.583317 1.72543 1.84505 1.62758 2.80877 1.55187 1.22157 1.11548 2.45169 1.32809 2.3657 1.09758 1.09306 0.225629 0.0467886 threshold=8.7000000000000011 2.4450000000000007 1.4650000000000005 -1.8333333333333328 -0.83333333333333315 475.00000000000006 2.6550000000000007 7.9000000000000012 -0.49999999999999994 3.9000000000000004 2.0350000000000006 0.70000000000000007 2.5750000000000006 2.5250000000000008 3.9000000000000008 2.3450000000000011 0.90000000000000013 5.7000000000000002 2.0950000000000011 1.3 2.3850000000000011 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=6 2 -2 -4 20 -6 12 9 -9 -8 11 -11 13 15 -15 18 -17 19 -1 -14 -5 right_child=1 -3 3 4 5 -7 7 8 -10 10 -12 -13 17 14 -16 16 -18 -19 -20 -21 -22 leaf_value=-2.1999189583074849e-05 0.022126496983831036 0.018273603102936971 0.014837249199067978 -0.023964023363745649 -0.013858159843646287 0.0004601268551055828 0.013016730767929327 -0.0023205038693154389 0.024150328452372409 0.0015303714690921067 0.010463038426109322 -0.020657451399349446 -0.012147285406024264 -0.0063578497638985196 0.021718806826877515 -0.011634115628121533 0.0001812919047962358 0.0010851777030982134 0.0019698001118386272 -0.023591650397770218 -0.019430904547379703 leaf_weight=7032.1719723157585 3.6440265029668799 3.9553316235542288 5.2973449751734725 4.8327815979719144 14.075153008103369 23.768075294792652 6.3028907403349903 3.7698939181864262 6.3810716569423658 4.3207836039364365 7.1935866475105277 8.261846471577881 2.901792746037243 4.9828245863318426 6.3869491517543793 24.431536715477705 40.58799746632576 4.5778471492230892 257.03145727142692 3.3292947448790073 3.5578209757804871 leaf_count=24922 13 18 28 25 72 134 33 21 33 23 29 53 23 27 36 154 203 29 1099 21 21 internal_value=9.90153e-06 -0.00232635 -0.00380309 -0.0056367 -0.00798255 -0.00486532 2.85378e-05 0.00382584 0.0143195 -0.000258693 -0.00448971 -0.0130383 9.88689e-06 2.46761e-05 0.00941416 1.01598e-05 -0.00425843 -0.010068 4.82355e-05 -0.0182621 -0.0220419 internal_weight=7471.76 59.1305 55.1752 51.5312 46.2338 37.8432 7412.63 36.2301 10.151 26.0791 19.7762 12.5826 7376.4 7365.59 11.3698 7354.22 65.0195 10.8089 7289.2 6.23109 8.3906 internal_count=27017 311 293 280 252 206 26706 192 54 138 105 76 26514 26441 63 26378 357 73 26021 44 46 is_linear=0 shrinkage=0.03 Tree=878 num_leaves=20 num_cat=0 split_feature=4 8 11 4 3 9 4 11 6 4 9 12 2 5 10 8 8 8 5 split_gain=0.410276 1.03698 1.17107 1.222 1.15991 1.55997 0.659971 0.916296 1.95923 1.13652 1.15554 0.639548 0.533353 1.77307 0.663881 0.466251 2.58946 1.56051 0.270219 threshold=2.7150000000000003 8.5000000000000018 -0.66666666666666619 2.7550000000000008 1.9000000000000001 5.1000000000000005 2.5850000000000013 -0.66666666666666619 1.3 2.6550000000000007 5.7000000000000002 6.5000000000000009 3.5000000000000004 1.2050000000000007 1.1666666666666672 9.3000000000000025 9.9000000000000021 9.1000000000000014 1.7950000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 -4 5 -5 11 -8 9 10 -9 12 15 -14 -15 17 -17 -1 -3 right_child=1 18 3 4 -6 -7 7 8 -10 -11 -12 -13 13 14 -16 16 -18 -19 -20 leaf_value=-8.4520125901849182e-06 -0.015201103113220909 -0.0082849876329364885 -0.013670333615066907 0.010974320422036896 0.01909128114452132 -0.021965417585057576 -0.0078596281603114451 0.020690930835251815 -0.010138572936535469 0.026677540259536191 -0.0028948575748020794 0.0098669291497072553 0.015343525043714215 -0.021792623919628908 -0.0033056287980440086 -0.01550299963459666 0.0047985456069812816 0.013931518615027391 -0.022839166573603849 leaf_weight=7744.6911908183247 3.8821520786732497 2.0066242273896924 2.9093954749405375 3.5667496863752586 4.8289080560207367 2.0306316781789064 3.7304868288338211 3.3551941551268083 3.7884310707449904 4.4297674931585789 4.221991766244173 5.8965859562158576 2.3945830613374692 4.3785082027316093 2.9102205857634544 10.233270939439537 12.637416422367094 7.2342189401388159 2.6834844183176756 leaf_count=26452 37 31 24 37 18 24 28 25 22 26 22 23 21 47 18 52 55 34 21 internal_value=-7.03803e-06 -0.00410672 -0.000700226 0.00352113 0.0083183 -0.000975638 4.46219e-06 0.00551298 0.00867127 0.0146061 0.00754898 -9.34441e-06 -1.68255e-05 -0.00705316 -0.0144112 -8.06192e-06 -0.00428519 4.55699e-06 -0.0166123 internal_weight=7831.81 21.9079 17.2178 13.3357 10.4263 5.59738 7809.9 19.5259 15.7954 12.007 7.57719 7790.38 7784.48 9.68331 7.28873 7774.8 22.8707 7751.93 4.69011 internal_count=27017 192 140 103 79 61 26825 123 95 73 47 26702 26679 86 65 26593 107 26486 52 is_linear=0 shrinkage=0.03 Tree=879 num_leaves=13 num_cat=0 split_feature=13 6 3 10 2 5 3 5 13 3 3 8 split_gain=0.410404 0.478284 2.23706 0.474728 1.59411 1.59019 3.34572 2.38608 1.34588 1.30254 1.96642 1.31435 threshold=6.1000000000000005 3.5000000000000004 1.3 -0.49999999999999994 1.0000000180025095e-35 1.4450000000000007 0.50000000000000011 1.2550000000000006 5.7000000000000011 3.7000000000000006 3.3000000000000003 5.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 -1 7 -7 -6 9 10 -5 -11 right_child=-2 2 -4 8 5 6 -8 -9 -10 11 -12 -13 leaf_value=-0.013796726605682862 0.0065884474888673406 -0.017189427183076873 0.0071551066862906056 -0.00014507532926828643 -4.6612650743060922e-06 -0.013361572583620493 -0.00019941010947010438 0.002517732168634552 -0.013162129157871008 -0.018081150559261464 0.0074451827369195278 0.0007482250321468229 leaf_weight=7.1665568947792044 8.4960365891456586 7.1515734493732435 6.4710804224014282 6235.3057619147003 782.29800314083695 17.617676854133606 1294.4258696138859 593.65155099332333 7.1376921832561484 7.2844327148050052 30.871000975370407 6.1560393273830414 leaf_count=23 25 24 23 18631 2277 53 4005 1706 21 73 127 29 internal_value=-1.98164e-06 -8.20611e-06 -0.0056252 3.13048e-07 0.000333417 0.00037109 -0.000376147 0.00108362 -0.00014249 -0.000127691 -0.000107681 -0.00945687 internal_weight=9004.03 8995.54 13.6227 8981.91 2695.16 2687.99 1312.04 1375.95 6286.75 6279.62 6266.18 13.4405 internal_count=27017 26992 47 26945 8064 8041 4058 3983 18881 18860 18758 102 is_linear=0 shrinkage=0.03 Tree=880 num_leaves=31 num_cat=0 split_feature=8 4 0 4 11 3 6 13 5 4 9 5 13 2 7 8 11 8 5 10 8 13 5 11 13 11 10 9 13 5 split_gain=0.355668 1.53109 1.62654 2.72208 2.82089 3.84848 2.90576 2.56341 4.3942 4.18305 2.30666 4.30892 3.9491 3.89987 1.83741 5.05915 2.79237 1.08841 3.31758 2.67903 3.6299 3.5634 2.4523 3.53229 4.41339 2.68639 3.11998 2.88109 2.27743 0.899601 threshold=6.3000000000000016 0.97000000000000031 475.00000000000006 1.5850000000000006 0.83333333333333337 2.9000000000000004 1.7000000000000004 2.5000000000000004 1.5250000000000006 1.4750000000000008 4.3000000000000016 1.7250000000000003 2.7000000000000006 0.90000000000000013 2.1000000000000005 7.3000000000000016 0.50000000000000022 5.9000000000000012 0.94500000000000017 1.0000000180025095e-35 6.1000000000000005 2.9000000000000008 1.1450000000000007 -0.33333333333333331 2.9000000000000008 0.50000000000000022 -0.49999999999999994 5.1000000000000005 1.9000000000000001 0.62500000000000033 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 -2 10 7 6 -6 -5 9 -9 -4 11 13 -13 -3 16 -16 -12 29 19 20 -19 -21 23 24 -20 27 -27 -24 -25 -1 right_child=1 2 3 4 5 -7 -8 8 -10 -11 14 12 -14 -15 15 -17 -18 18 22 21 -22 -23 25 28 -26 26 -28 -29 -30 -31 leaf_value=-0.0064201294382098557 -0.013615660244204103 0.0088685977491641341 -0.0061624158299140612 -0.00076673684060865567 0.0055765466542275948 -0.020594600137872957 -0.0087529352392456457 0.0019486483041759426 0.01477692486009902 0.0088506086302311809 -0.0016743585379428456 0.0033209180477544176 0.035725455906896249 -0.0030415524075528737 -0.0038989266039234668 0.023392366486717629 -0.0076144853719013481 -0.012738411709615595 -0.0064053103150269741 0.006332518132369255 0.017466533900035424 0.038939536359817166 0.006694618071214237 0.003993844424083912 0.019422433375200117 0.0055233408641361028 -0.0046993426783274016 0.00055436051184766446 -0.015176794539162434 2.7174663118951691e-06 leaf_weight=19.692035980522633 7.9436950534582129 32.718861550092697 44.41585573554039 261.91323351673782 84.675304334610701 5.378115400671958 48.614397905766964 62.114817500114441 39.196684196591377 26.770661756396294 218.58726583048701 7.7399519830942136 6.0153458267450333 101.50716109573841 20.478828556835655 8.7147279456257802 105.64729490876198 6.860834866762163 15.244341440498831 6.1977875083684904 7.4899773299694061 5.8762640431523323 126.88852022588253 7.0438836291432372 9.7710405737161619 37.394140068441629 95.471365578472614 150.16374100744724 26.784730486571789 5874.3655028641224 leaf_count=85 34 112 167 1269 359 25 210 223 140 98 855 28 20 420 83 43 421 28 61 23 29 22 459 29 37 142 353 544 103 20595 internal_value=9.55781e-06 -0.000493316 -0.000396302 0.000695493 -0.000661293 0.00401357 -0.00201701 0.00384627 0.00691182 -0.000516563 -0.00164415 0.00150043 0.0174918 -0.000138341 -0.0029608 0.00424795 -0.00360987 9.4752e-05 0.00144563 0.0117879 0.00302616 0.0222019 0.000862616 -0.00486441 0.00368304 0.00168474 -0.00182223 0.00336657 -0.011185 -1.87413e-05 internal_weight=7471.68 1082.43 1074.49 573.079 400.581 90.0534 310.528 172.498 101.312 71.1865 501.409 147.981 13.7553 134.226 353.428 29.1936 324.235 6389.24 495.187 26.4249 14.3508 12.0741 468.762 58.844 25.0154 409.918 132.866 277.052 33.8286 5894.06 internal_count=27017 4507 4473 2491 1863 384 1479 628 363 265 1982 580 48 532 1402 126 1276 22510 1830 102 57 45 1728 230 98 1498 495 1003 132 20680 is_linear=0 shrinkage=0.03 Tree=881 num_leaves=24 num_cat=0 split_feature=3 2 5 10 0 12 4 4 9 4 5 5 4 12 4 2 10 4 13 5 6 9 13 split_gain=0.408103 1.89228 0.46399 3.31999 2.4252 1.85121 1.93946 1.73335 2.88066 2.18314 0.759501 2.8553 2.45504 2.31127 3.69789 3.74709 3.61575 2.65766 2.26473 0.839124 5.72329 1.03403 0.288089 threshold=1.0000000180025095e-35 1.3 0.76500000000000024 -1.1666666666666663 350.00000000000006 1.1000000000000003 1.2850000000000008 1.2150000000000005 2.9000000000000004 1.445000000000001 0.87000000000000033 0.90500000000000014 1.0050000000000006 2.7000000000000006 1.6550000000000002 1.7000000000000004 1.1666666666666672 1.5550000000000008 2.5000000000000004 0.93000000000000027 1.5000000000000002 3.1000000000000005 2.3000000000000007 decision_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 -2 7 -6 -7 8 -5 -9 13 12 -12 14 16 -16 -4 -15 -14 20 -13 -21 -19 right_child=2 -3 10 4 5 6 -8 9 -10 -11 11 19 18 17 15 -17 -18 22 -20 21 -22 -23 -24 leaf_value=0.0042909172158278183 0.018563269373472146 -0.022716055624805401 -0.00018448145863603937 -0.0025656926415313927 0.0061289090057595587 -0.021883120885252218 -0.0062563297962071208 -0.024552424767413955 0.021189268417238973 0.0021822458924445321 0.0060070271883145123 0.010471840038233496 -0.019007858426501933 0.0093976290266015224 0.0086510544984742064 0.041258867092740514 0.021635057957668225 -0.011104509403635641 -0.0049738810495298371 -0.0014829796372733981 -0.0075007749611131673 8.780890232931192e-05 -0.023045718934909951 leaf_weight=6.0653626322746259 6.2161688245832911 3.7964332178235054 96.872752822935581 10.919067308306699 5.5303792357444754 12.285689935088159 17.092747159302235 4.2139460667967779 7.9318049252033225 7.9075843915343285 11.055746123194693 40.427397459745407 15.656361415982245 4.3200352489948264 13.968410577625038 4.103454988449811 7.3540728986263266 2.6069572716951352 30.528495967388153 398.35819390974939 26.333836242556572 7092.092593871057 6.0108199436217546 leaf_count=26 35 33 365 41 21 61 106 20 28 41 36 183 77 20 64 21 26 23 130 1549 99 23970 42 internal_value=-6.84023e-06 -0.00610579 8.49392e-07 -0.0023947 -0.00437217 -0.00979386 -0.0127913 0.00173858 0.00742959 -0.00711183 2.31358e-05 -1.64437e-05 -0.00669152 0.00225165 0.00352727 0.0160551 0.00135507 -0.00980649 -0.00973131 3.41153e-05 0.00338258 4.27101e-06 -0.0194334 internal_weight=7831.65 9.8618 7821.79 72.0974 65.8812 34.9088 29.3784 30.9724 18.8509 12.1215 7749.69 7614.45 57.2406 135.237 122.299 18.0719 104.227 12.9378 46.1849 7557.21 66.7612 7490.45 8.61778 internal_count=27017 59 26958 353 318 188 167 130 69 61 26605 26044 243 561 476 85 391 85 207 25801 282 25519 65 is_linear=0 shrinkage=0.03 Tree=882 num_leaves=31 num_cat=0 split_feature=5 5 10 2 3 6 9 5 0 4 7 4 11 12 9 9 7 12 6 10 4 3 10 0 8 8 4 10 10 12 split_gain=0.410848 3.45662 2.56144 3.39583 2.41104 2.32511 2.30474 2.16026 3.2224 2.18981 3.83756 3.1953 2.03272 3.44566 3.47922 1.81118 1.88174 1.8488 4.01014 2.75571 1.7586 2.93689 2.27012 1.71648 1.57276 1.48046 1.18044 2.42351 0.941306 1.33613 threshold=2.1250000000000009 2.1550000000000011 -1.0000000180025095e-35 2.1000000000000005 3.5000000000000004 1.9000000000000001 5.9000000000000012 2.0250000000000008 525.00000000000011 1.3150000000000006 1.3 1.2050000000000007 2.1666666666666674 4.9000000000000012 6.7000000000000002 5.3000000000000016 0.50000000000000011 3.3000000000000007 1.5000000000000002 1.8333333333333339 1.6550000000000002 1.5000000000000002 0.33333333333333326 575.00000000000011 6.1000000000000005 5.9000000000000012 1.5850000000000006 -0.83333333333333315 -3.1666666666666661 5.700000000000002 decision_type=2 2 2 2 2 2 2 2 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 23 5 7 6 -4 28 9 11 -11 -9 15 14 -14 16 -3 18 -17 -19 22 -22 -10 26 -18 -15 27 -2 -1 -30 right_child=1 12 3 -5 -6 -7 -8 8 20 10 -12 -13 13 25 -16 17 24 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010263152395866861 0.01613964084908049 0.010167151109556301 0.016250280710908095 0.031105915247783552 0.01751712630689916 0.024953729691248473 -0.0048394363924844728 -0.0014504936852972217 -0.0078078273178816479 -0.0028149258454984922 0.0089702788656710643 -0.019479495907955658 0.0026295706919612894 -0.019384622720779225 0.029511798293675427 -0.0014351134267824974 -0.0038008020464891071 -0.00056748057696632387 0.0098811906484163221 -0.017939143724808083 0.013940184531841872 -0.0094065519005812441 -0.024448760024456943 0.013534580658322958 -0.014613884314831601 0.0049550200312455618 -0.013890448662857173 -0.0091200479913091919 3.9155280078039983e-06 0.0094708781369714449 leaf_weight=8.0204689204692823 5.8668743968009975 6.7064911909401408 7.5177736729383531 7.3988391011953345 7.0239746794104567 5.6714996546506873 12.283832103013991 32.262475818395615 20.361320257186893 67.46730200946331 39.382581785321236 12.190189428627489 8.8181614056229645 4.43495264649391 8.5192221477627736 65.435144662857056 47.880689296871424 240.09234832972288 49.505831055343151 8.5098083578050119 6.6080277115106609 18.219912156462669 11.570546060800551 7.1459239423274985 16.202855184674263 4.5633214563131332 6.6866125464439383 8.1913475692272204 8245.6381385885179 13.439293824136255 leaf_count=24 20 31 24 25 27 20 42 128 82 233 119 47 34 27 32 242 186 986 199 36 20 58 47 24 51 17 22 32 24132 50 internal_value=-1.8327e-06 0.000815519 0.00754102 0.0132147 -5.20783e-05 0.00801803 0.00316737 -6.66392e-05 -0.00308576 -0.000799048 0.00152885 -0.00639456 -7.15817e-05 0.00802133 0.0158389 -0.000562293 -0.00495247 0.000292574 0.00343889 -0.00116212 -0.00918137 -0.00319275 -0.0138377 0.000854075 -0.00653478 -0.00704119 -0.00351395 0.0014215 9.34459e-06 1.93203e-05 internal_weight=9003.62 521.432 60.7627 32.8719 8482.18 25.4731 19.8016 8475.16 208.062 151.303 106.85 44.4527 460.669 26.3357 17.3374 434.333 70.79 363.543 114.941 248.602 56.7598 24.8279 31.9319 27.8908 64.0835 8.99827 20.7448 14.0582 8267.1 8259.08 internal_count=27017 2050 209 111 24967 86 66 24940 734 527 352 175 1841 110 66 1731 268 1463 441 1022 207 78 129 98 237 44 74 52 24206 24182 is_linear=0 shrinkage=0.03 Tree=883 num_leaves=31 num_cat=0 split_feature=5 5 2 4 5 6 12 12 12 13 6 13 0 8 2 0 4 3 4 4 8 5 6 8 13 5 9 3 5 10 split_gain=0.358469 2.19377 2.11436 4.13407 1.65478 1.78871 3.08282 6.8001 2.57027 3.67015 2.88466 3.45971 1.83828 1.80077 1.64152 1.77294 3.08689 1.61763 1.79531 1.7049 1.12047 1.10269 5.95726 1.52034 1.55544 1.43205 2.63119 3.48974 1.91577 3.5814 threshold=0.88500000000000023 0.8650000000000001 2.5000000000000004 1.9100000000000006 0.92500000000000027 1.1000000000000003 1.9000000000000001 2.5000000000000004 1.7000000000000004 3.3000000000000007 1.7000000000000004 2.7000000000000006 525.00000000000011 4.3000000000000016 1.3 350.00000000000006 1.2950000000000006 0.3000000000000001 1.8100000000000005 1.3750000000000007 4.7000000000000002 0.93000000000000027 1.9000000000000001 4.5000000000000009 2.9000000000000008 0.97000000000000031 3.5000000000000004 1.1000000000000003 0.99000000000000021 0.83333333333333337 decision_type=2 2 2 2 2 2 2 2 2 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 6 20 -8 10 13 11 -7 -11 -10 15 -3 -17 19 -19 -1 -2 22 23 -6 -25 26 27 -23 29 -27 right_child=4 14 -4 -5 21 8 7 -9 9 12 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 25 -24 24 -26 28 -28 -29 -30 -31 leaf_value=0.00030921202330389376 -0.0098055069983432799 0.006325115056178574 0.016036738216339455 -0.018076792652187191 -0.020700630460159089 0.0041576632400644881 0.038305918951779178 -0.00028915881409622557 -0.0010091717487030823 -0.0011632137506727435 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6900.8938374519348 12.999173693358896 leaf_count=43 21 35 35 68 41 24 28 38 30 38 36 21 25 49 61 33 20 647 26 40 23 92 19 35 21 235 263 43 24880 47 internal_value=9.33892e-06 -0.00107999 6.74174e-05 -0.000466281 4.89785e-05 0.00401388 0.0101324 0.0187699 0.0012001 -0.00346445 0.00894258 0.0180669 0.00683121 -0.011491 -0.00763938 -0.00317656 -0.00974023 0.000511601 0.00136153 -0.00785689 -0.00077262 -3.12523e-06 -0.00573694 -0.0123661 -0.00555873 2.11992e-05 0.00339605 -0.00331776 -3.26991e-05 -0.00485844 internal_weight=7471.43 262.331 223.275 216.054 7209.1 93.5079 29.4561 16.4369 64.0518 39.9709 24.081 13.588 17.5103 22.4605 39.0567 25.5852 15.1321 204.688 185.816 18.872 13.0192 7115.59 30.0588 24.1169 13.2745 7085.54 111.381 35.6981 6974.15 73.2608 internal_count=27017 1008 859 824 26009 333 110 66 223 142 81 45 63 79 149 88 53 756 673 83 44 25676 116 97 56 25560 398 135 25162 282 is_linear=0 shrinkage=0.03 Tree=884 num_leaves=26 num_cat=0 split_feature=11 2 4 8 6 11 7 5 4 6 5 11 8 13 8 2 3 0 8 8 8 13 4 8 4 split_gain=0.406827 1.20673 1.40742 1.67379 1.42228 1.41895 2.67713 1.98053 1.35141 0.456025 3.26317 3.25129 3.06489 3.75929 3.01035 3.80262 3.23476 2.92942 1.45874 1.09025 1.81957 1.6998 1.01429 2.42806 2.20027 threshold=2.1666666666666674 0.50000000000000011 1.0350000000000008 5.5000000000000009 0.70000000000000007 2.5000000000000004 1.1000000000000003 1.9350000000000005 1.6850000000000005 0.70000000000000007 2.4650000000000003 -0.83333333333333315 5.1000000000000005 1.9000000000000001 6.9000000000000012 0.70000000000000007 2.5000000000000004 575.00000000000011 5.3000000000000016 10.100000000000001 9.3000000000000025 2.5000000000000004 1.3350000000000006 7.3000000000000016 1.3750000000000007 decision_type=2 2 2 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 4 -4 6 -5 -7 -6 10 11 12 13 -1 16 -16 -13 -14 -12 20 22 -22 23 -11 -24 right_child=1 2 3 5 8 7 -8 -9 -10 19 18 14 17 -15 15 -17 -18 -19 -20 -21 21 -23 24 -25 -26 leaf_value=0.012978927610779975 0.009381365203986216 -0.012320918581007836 0.012946613039899408 -0.0017851431814339309 -0.002423600672829259 0.011708718789273218 -0.027947596865899316 -0.0099047528431605424 0.0099017925828486942 -0.00020933072550170735 -0.0043769901760866755 -0.0026024423043845822 -0.0057505716434339185 -0.0015617793643446455 0.031294344720647856 0.0027423064764637009 0.0076038336445890487 0.0083768829127123749 -0.022056742825539682 0.011566197617578391 -0.021438349318578544 2.4238362689896044e-05 0.0027633272989616075 -0.0089663304101677815 0.00021225147905152246 leaf_weight=47.538478143513203 8.1280741989612562 11.936539545655249 8.2066824287176114 7.4158505648374575 48.618133261799812 6.4290763325989237 6.7007584758102894 9.3868712782859784 9.5845375359058362 3157.7932974174619 7.9400485306978252 514.84244298562407 40.221545333042741 24.121864065527916 4.4893584400415412 64.705739565193653 29.552206188440323 19.669881859794259 8.9172742962837201 7.4502265602350226 6.8312687408179027 6.4631121214479208 334.07626590877771 28.755931839346886 3411.4687813464552 leaf_count=157 26 35 29 26 150 26 31 31 32 9701 26 2190 169 90 18 399 87 116 31 32 38 34 1061 90 12392 internal_value=-6.80277e-06 -0.0017671 -0.00260397 -0.00140007 0.00125467 -0.00728995 -0.0142037 -0.00111902 -0.000393914 1.97577e-05 -0.000676959 -0.000381676 0.00389809 0.00808432 -0.00129924 0.00459475 -0.0020484 -0.00111075 -0.0137293 9.61146e-05 8.38108e-05 -0.0110042 0.000105075 -0.000288355 0.000439789 internal_weight=7831.24 116.407 108.278 96.3419 66.4094 29.9326 14.1166 15.8159 58.2027 7714.84 761.999 745.142 131.552 71.6603 613.59 69.1951 544.395 59.8914 16.8573 6952.84 6945.39 13.2944 6932.09 3186.55 3745.55 internal_count=27017 386 360 325 211 114 57 57 182 26631 3283 3226 532 247 2694 417 2277 285 57 23348 23316 72 23244 9791 13453 is_linear=0 shrinkage=0.03 Tree=885 num_leaves=23 num_cat=0 split_feature=9 5 5 11 2 13 3 9 4 12 5 3 12 5 0 6 7 11 4 5 9 5 split_gain=0.409342 0.462671 3.2415 2.5265 2.72771 2.53814 2.30485 1.96258 2.14021 5.16905 2.06575 2.01386 2.09376 1.94763 3.14711 2.3751 2.22172 1.77765 1.74435 0.920427 3.84331 1.7846 threshold=10.500000000000002 2.1250000000000009 2.1550000000000011 -1.1666666666666663 1.3 3.3000000000000007 3.5000000000000004 5.3000000000000016 0.88500000000000023 2.7000000000000006 2.1950000000000007 3.1000000000000005 3.5000000000000004 2.0250000000000008 525.00000000000011 0.70000000000000007 0.70000000000000007 -0.33333333333333309 1.8200000000000007 1.9750000000000003 6.9000000000000012 1.9250000000000003 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 6 3 -3 5 -5 13 11 9 -9 -10 12 -4 19 15 -15 -16 -13 -6 21 -21 -1 right_child=-2 2 7 4 18 -7 -8 8 10 -11 -12 17 -14 14 16 -17 -18 -19 -20 20 -22 -23 leaf_value=2.7797441854599795e-05 -0.0076439930305682389 0.022627249999284275 -0.0082370239888743865 -0.0080274786408825495 0.018991474635082817 0.013500050483129735 0.017085481772183511 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0.0147761 0.000523431 -0.00438703 -0.00216484 -6.39316e-05 -0.00294406 -0.00069379 -0.00904917 -0.0150924 0.0114794 7.90593e-06 0.00235176 -3.48518e-05 internal_weight=9003.07 8996.76 517.708 60.8078 52.381 25.0375 8479.06 456.9 380.711 9.7309 370.98 76.1885 63.0921 8472 206.17 150.644 55.5258 13.0965 27.3436 8265.83 148.088 8117.74 internal_count=27017 26986 2028 209 178 89 24958 1819 1530 46 1484 289 218 24931 729 525 204 71 89 24202 484 23718 is_linear=0 shrinkage=0.03 Tree=886 num_leaves=19 num_cat=0 split_feature=13 11 6 4 11 11 11 4 13 8 2 9 4 8 12 9 9 9 split_gain=0.354893 1.28723 1.26798 3.04236 1.012 2.9042 3.23514 1.5711 0.589051 2.28639 2.36188 4.91234 3.55536 0.755138 1.18184 1.75885 0.98743 1.75667 threshold=5.3000000000000016 0.83333333333333337 3.3000000000000003 1.1150000000000007 -1.1666666666666663 -0.66666666666666663 -0.33333333333333309 1.4950000000000008 4.7000000000000011 2.5000000000000004 1.1000000000000003 4.5000000000000009 1.1750000000000005 2.5000000000000004 4.1000000000000005 6.7000000000000002 1.5000000000000002 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 8 -4 -2 -6 -7 -8 13 -10 11 -11 -12 14 15 -1 -15 -18 right_child=1 -3 3 -5 5 6 7 -9 9 10 12 -13 -14 16 -16 -17 17 -19 leaf_value=-0.0024711258816038535 0.01129725935726103 -0.015761201152793822 0.01972229503205402 -0.0072266235420803768 -0.017510027385997756 0.018916387438723693 -0.0096461888991840293 0.0087831566387336271 0.019168680964887875 0.013155629860392487 -0.02326754214421799 -0.0058253749468985191 -0.00032619725771328986 -0.013342249695076617 -0.013654106616466846 0.0069961108413249999 0.01211337696461099 1.4959675925133142e-05 leaf_weight=159.58791714161634 5.47297479212284 5.8435976952314368 9.1218630075454694 6.4264397993683806 8.8258916810154897 7.5998767763376227 13.853870242834097 5.9517073631286612 6.6956217139959326 31.133061543107033 6.9997130185365668 20.255052268505096 46.260839179158211 4.9707767851650706 7.4038021713495246 19.859234362840652 10.817764580249785 7094.0702059827745 leaf_count=590 20 24 25 26 33 26 52 23 21 100 24 68 170 23 33 80 31 25648 internal_value=9.01424e-06 -0.00257454 2.55618e-05 0.00858374 -0.000726832 -0.00254315 0.00227692 -0.00410805 7.59961e-06 0.00217318 0.00108578 0.00567411 -0.00334124 -2.54462e-05 -0.00190803 -0.0014234 2.40291e-05 3.33805e-05 internal_weight=7471.15 47.5479 7423.6 15.5483 41.7043 36.2313 27.4055 19.8056 7408.05 111.344 104.649 51.3881 53.2606 7296.71 186.851 179.447 7109.86 7104.89 internal_count=27017 178 26839 51 154 134 101 75 26788 383 362 168 194 26405 703 670 25702 25679 is_linear=0 shrinkage=0.03 Tree=887 num_leaves=13 num_cat=0 split_feature=5 5 12 5 4 5 10 5 12 5 10 5 split_gain=0.404726 0.41223 2.14538 0.829475 1.81164 0.570498 2.65928 2.89608 2.64319 1.87115 3.38891 1.46808 threshold=3.2350000000000008 2.9150000000000005 4.3000000000000016 2.8350000000000004 1.4950000000000008 2.5050000000000012 -0.33333333333333331 2.5450000000000008 4.5000000000000009 2.475000000000001 1.0000000180025095e-35 2.4650000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 9 7 -7 -8 11 -11 -1 right_child=-2 2 -4 4 -6 6 8 -9 -10 10 -12 -13 leaf_value=-1.773302020185638e-05 -0.0076074640644314623 0.017327282157879691 -0.0037415915308143029 0.0064184848229407827 -0.016918865906377163 0.026114928402573526 -0.0051394608020563694 0.0046810062728482255 0.0067557730921398379 0.0020653161924226102 -0.021206626615571184 0.012988272150293613 leaf_weight=7648.0240111183375 6.2996155470609656 7.1453457474708584 11.117593355476854 4.9410727843642217 7.5960431918501854 6.8685625195503226 50.654693707823753 32.607867728918791 25.164145991206169 12.247679471969606 10.42542791366577 7.8189483582973471 leaf_count=26420 21 27 39 20 24 22 154 109 85 38 33 25 internal_value=-6.47435e-06 -3.54774e-07 0.00450157 -1.0887e-05 -0.00772125 1.51586e-06 0.00209614 0.00841033 -0.00119145 -2.99356e-05 -0.00863547 -4.44993e-06 internal_weight=7830.91 7824.61 18.2629 7806.35 12.5371 7793.81 115.295 39.4764 75.8188 7678.52 22.6731 7655.84 internal_count=27017 26996 66 26930 44 26886 370 131 239 26516 71 26445 is_linear=0 shrinkage=0.03 Tree=888 num_leaves=31 num_cat=0 split_feature=0 4 4 4 12 13 6 13 11 9 4 5 5 5 9 9 2 4 4 13 4 4 0 3 5 9 11 7 7 4 split_gain=0.410219 2.60399 2.98063 3.32333 3.35118 3.10724 2.93521 3.21807 2.5204 2.48713 2.35011 2.01887 3.55043 2.83898 1.31631 2.65918 2.82721 2.66183 2.58041 1.22883 3.29554 1.52901 1.17248 1.1328 1.01915 3.28757 3.89434 3.87165 1.78843 5.51748 threshold=525.00000000000011 0.61500000000000021 0.83000000000000029 1.2750000000000006 3.9000000000000008 1.9000000000000001 0.90000000000000013 4.3000000000000016 -1.0000000180025095e-35 3.1000000000000005 1.2350000000000005 1.1550000000000007 1.4350000000000007 1.0350000000000008 2.1000000000000005 1.5000000000000002 1.1000000000000003 1.0850000000000006 1.2150000000000005 0.90000000000000013 1.4750000000000008 1.195000000000001 200.00000000000003 1.3 1.7650000000000006 7.9000000000000012 -1.0000000180025095e-35 1.3 0.3000000000000001 1.6750000000000003 decision_type=2 2 2 2 2 2 2 2 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 5 4 9 -3 8 -8 -5 -4 -6 13 -13 -7 15 23 17 -17 -18 20 21 -16 -22 -1 28 26 -26 -27 29 -21 right_child=1 2 3 6 10 11 7 -9 -10 -11 -12 12 -14 -15 19 16 18 -19 -20 24 22 -23 -24 -25 25 27 -28 -29 -30 -31 leaf_value=0.0014170937859592707 0.01950838239690621 0.01422383975681598 -0.0032570117595824115 0.0040482421947933512 -0.015133488874383504 -0.0054172861649110877 -0.0014080406673276503 0.005678691714056181 -0.0001116902535455247 0.0027892080614101943 0.0093877346290052819 0.0047217953420711804 -0.012618698372601996 -0.029302617910440757 -0.0069734371488293385 0.013335623780581285 0.0016641842557073583 -0.010566288848382144 0.021857892598255612 -0.00027631592333023314 0.0096147791666113223 -0.028347473466503105 -0.0051002892622524065 -0.0163377594612511 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-0.00987721 -0.00806217 -0.00450809 -0.0164851 -0.000135808 0.00447389 0.00811239 -0.00110642 0.014634 -0.000176877 -0.00605917 -0.0183791 0.0015118 -0.00742933 -0.000146564 0.000620452 0.00113599 -0.00399086 -0.000340361 -0.00617951 internal_weight=9002.75 2745.08 2738.74 2671.84 833.351 66.9022 1838.49 1291.64 546.85 812.463 20.8874 60.6959 42.6848 18.0111 6257.67 55.2591 42.3223 17.5351 24.7872 6202.41 31.7987 12.1034 19.6953 12.9368 6170.61 1244.62 1119.46 125.154 4926 46.76 internal_count=27017 8464 8445 8233 2509 212 5724 3912 1812 2413 96 189 137 52 18553 165 124 50 74 18388 104 44 60 41 18284 4229 3737 492 14055 152 is_linear=0 shrinkage=0.03 Tree=889 num_leaves=31 num_cat=0 split_feature=8 5 3 6 12 12 11 4 11 13 4 4 9 5 5 7 7 8 3 13 0 4 4 4 11 9 5 7 5 5 split_gain=0.353835 1.90534 2.33351 4.37685 2.7076 2.57611 1.98767 1.4374 1.31034 0.657877 0.58208 3.61947 3.19541 2.30884 2.70461 2.58185 7.22845 2.9203 2.37613 2.38787 2.30423 2.04602 4.61525 5.0571 4.05484 3.73428 2.59938 1.91786 1.71048 3.95928 threshold=8.7000000000000011 2.4450000000000007 1.7000000000000004 1.1000000000000003 3.5000000000000004 4.5000000000000009 0.33333333333333326 1.7300000000000004 0.33333333333333326 2.9000000000000008 1.7950000000000006 1.7750000000000004 6.3000000000000016 1.3050000000000006 1.2650000000000006 1.3 0.90000000000000013 7.9000000000000012 1.3 3.3000000000000007 475.00000000000006 1.9400000000000006 2.0250000000000008 2.0450000000000008 -0.66666666666666663 3.1000000000000005 1.9000000000000004 1.1000000000000003 1.7250000000000003 1.5650000000000006 decision_type=2 2 2 2 2 2 2 2 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 4 7 -4 9 -2 -6 -5 11 -1 28 14 15 16 -12 -17 19 -16 -14 25 24 -24 -23 -15 -27 -20 29 -13 right_child=1 -3 5 6 8 -7 -8 -9 -10 -11 13 12 20 21 18 17 -18 -19 27 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-6.8518344664257252e-06 -0.0012992979813708744 0.017706825384224543 -0.021471995574539098 0.029696566535526023 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37.083268061280251 29.352687641978264 354.62728238478303 105.729911159724 256.69970446825027 85.730149935930967 8.5005418881773931 13.208281442523001 11.148724436759947 leaf_count=21473 17 18 59 19 21 32 39 63 19 24 213 172 28 37 115 700 300 58 23 32 28 138 105 1500 396 939 314 40 52 43 internal_value=8.62849e-06 -0.00230498 -0.00375679 0.000516361 -0.00901702 -0.0126878 0.0116174 -0.0169475 0.00632788 0.0213108 2.70523e-05 -8.87973e-05 -0.00647053 0.000637153 -0.00162138 -0.000436157 0.00297444 -0.00307781 -0.00839923 -0.0131077 0.00582174 0.001415 0.00023071 0.0019432 -0.00437365 0.00318229 0.00263986 0.00167141 -0.00943309 -0.00691583 internal_weight=7470.92 59.0226 55.0303 37.2213 20.0246 17.809 17.1967 13.2017 6.82286 9.03544 7411.89 6229.08 78.9713 1182.82 303.009 257.91 112.571 145.339 45.0997 30.7314 15.3366 879.806 526.793 383.98 142.813 353.013 342.43 14.3684 63.6346 50.4264 internal_count=27017 311 293 202 120 91 82 80 40 43 26706 21796 323 4910 1481 1271 513 758 210 147 56 3429 2139 1605 534 1290 1253 63 267 215 is_linear=0 shrinkage=0.03 Tree=890 num_leaves=28 num_cat=0 split_feature=13 9 6 5 8 10 8 7 5 8 5 7 4 3 8 4 11 5 3 11 5 8 5 5 4 2 5 split_gain=0.400689 2.17942 2.21154 4.92505 2.40614 2.38819 3.3538 2.26387 2.24104 2.30831 1.96498 1.38504 1.68646 6.61007 2.54428 5.24103 2.30795 2.292 2.22472 3.87121 1.72636 1.34454 1.09264 2.17848 1.17139 1.08237 0.599839 threshold=2.3000000000000007 2.1000000000000005 1.5000000000000002 2.3950000000000009 2.5000000000000004 -1.0000000180025095e-35 2.1000000000000005 0.3000000000000001 2.8450000000000011 2.5000000000000004 1.9000000000000004 0.70000000000000007 0.95000000000000018 1.1000000000000003 3.3000000000000003 1.1150000000000007 1.0000000180025095e-35 1.8750000000000002 2.3000000000000003 0.33333333333333326 1.8250000000000002 9.9000000000000021 3.0650000000000008 2.8850000000000007 1.5450000000000006 1.3 2.5250000000000008 decision_type=2 2 2 2 2 2 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 5 4 -4 8 -7 -8 9 -3 -6 12 13 -2 18 16 -16 -17 19 -14 -15 22 23 24 -13 -1 -5 right_child=11 2 3 26 10 6 7 -9 -10 -11 -12 21 14 20 15 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.024813358980920335 0.016435028730846207 0.011000051212064554 0.013087429925282636 0.022547344708378561 -0.0073288647686999813 -0.016690521269301782 0.0052860493527335821 -0.0009819827588225694 -0.013533231500073604 0.00098731804780384058 0.00040701476298781993 0.00030508603752270064 -0.010169760633261119 -0.021583407607165483 0.010158954027356219 0.00011860882183242697 0.029006990599567652 0.0076234668187429126 -0.020241036195078589 0.016855865859894958 -0.002578097956565517 0.014334272323964148 -0.012476819170249998 0.017284534411469699 -0.00070205115297500731 -0.0031113911918879493 0.0088440626785444097 leaf_weight=4.8338550291955453 9.0384783744812029 21.159610584378242 6.5355066061019889 5.6095061823725683 123.5318718701601 11.945574879646299 54.104499861598015 1250.0106245633215 9.3840947449207288 1001.9261668920517 38.844039499759674 3557.6640360578895 13.260557606816297 12.05189022421837 15.493877023458483 114.40410388633609 9.391023322939871 53.870216235518456 6.785123109817504 7.4503099322319022 6.6889413744211188 5.9109005257487288 6.2911536991596213 6.5795241743326178 1468.3346761800349 3.6152485981583595 5.8974307775497437 leaf_count=25 25 62 18 20 379 35 167 4469 32 3546 114 11283 37 34 44 341 27 161 22 22 20 32 19 23 6016 21 23 internal_value=-6.29837e-06 -0.000316249 -0.000265429 -0.00346621 -0.00475992 -1.95391e-05 -0.000866881 -0.000721938 0.00106054 0.0011944 -0.00547827 0.000142282 0.00232908 -0.00463719 0.00320609 0.0044215 0.0172718 0.00252116 -0.00533217 -0.000447846 -0.0148001 3.45915e-05 1.78171e-05 3.34365e-05 1.08531e-05 -0.0155274 0.0155243 internal_weight=7830.61 2537.4 2528.95 180.418 168.911 2348.53 1316.06 1304.12 1032.47 1023.09 162.376 5293.21 248.435 27.7793 220.655 193.159 24.8849 168.274 27.496 20.7109 18.7408 5044.78 5038.87 5032.58 5026 8.4491 11.5069 internal_count=27017 8911 8865 554 511 8311 4671 4636 3640 3608 493 18106 733 79 654 573 71 502 81 59 54 17373 17341 17322 17299 46 43 is_linear=0 shrinkage=0.03 Tree=891 num_leaves=23 num_cat=0 split_feature=12 2 4 3 10 6 6 11 9 4 4 8 11 4 8 10 8 5 5 5 0 7 split_gain=0.40404 2.08668 2.47358 2.30871 2.03953 1.58305 2.79262 3.63969 2.15203 1.52766 1.99083 1.48131 3.07889 1.66593 1.42925 1.60893 1.39575 1.364 2.56554 2.07354 0.69122 0.223338 threshold=2.5000000000000004 0.50000000000000011 1.2150000000000005 2.7000000000000006 -2.4999999999999991 3.3000000000000003 2.9000000000000004 -0.83333333333333315 3.5000000000000004 1.0250000000000006 0.93000000000000027 3.5000000000000004 -0.33333333333333309 1.7100000000000002 9.1000000000000014 -2.1666666666666656 5.3000000000000016 1.9250000000000003 1.9350000000000005 1.8750000000000002 350.00000000000006 1.1000000000000003 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 3 9 -1 6 11 -8 -9 10 -2 12 -3 -13 15 16 -6 19 -19 -17 -4 -22 right_child=1 5 20 -5 14 -7 7 8 -10 -11 -12 13 -14 -15 -16 17 -18 18 -20 -21 21 -23 leaf_value=-0.01348500190762145 0.0081554256647901526 -0.0038631504778119533 -0.0077078372712495622 -0.018154444609551592 0.00020544080366345025 0.011792097707903739 0.010617257169441474 0.0031658741383851891 -0.018232090939642794 0.012131707826672913 -0.016640403356931815 0.00096119265982289731 0.00063673883000390282 -0.00026847890040656018 -0.011226085276234025 -0.00016358751239343888 0.019186491157834405 -0.020866430632239041 -0.0021817315522444053 0.006219058764810383 -0.016829838812490179 -0.026375629906880704 leaf_weight=10.401480972766874 5.9201521873474174 227.33755384385586 4.6669004112482062 5.7777981758117667 6.7495729327201825 10.658554829657076 7.0164813846349707 5.3448479473590877 20.280735701322556 9.5519361197948438 5.7394259721040726 2508.8046544585377 343.79465374164283 1639.5823547355831 10.523801058530806 3979.7120014354587 7.2123690545558929 6.9665435999631873 130.60918833315372 46.342804461717606 4.0971005409955961 4.7787518501281738 leaf_count=29 23 721 21 39 19 33 24 17 78 35 22 7660 1108 5177 31 11300 23 23 454 139 22 19 internal_value=-2.19102e-06 0.000185716 -0.00659242 -0.00134262 -0.000217168 0.000243398 0.000217496 -0.00852714 -0.013769 0.00323675 -0.00405032 0.000277977 -0.00115443 0.000475185 -0.000184216 -0.0001564 0.0100105 -0.000190493 -0.00312789 -9.01186e-05 -0.0170547 -0.0219693 internal_weight=9001.87 4803.35 40.5321 26.9893 4198.52 4762.82 4752.16 32.6421 25.6256 21.2115 11.6596 4719.52 571.132 4148.39 4188.12 4177.59 13.9619 4163.63 137.576 4026.05 13.5428 8.87585 internal_count=27017 14999 181 119 12018 14818 14785 119 95 80 45 14666 1829 12837 11989 11958 42 11916 477 11439 62 41 is_linear=0 shrinkage=0.03 Tree=892 num_leaves=18 num_cat=0 split_feature=11 11 5 5 5 5 8 2 9 2 0 12 12 9 2 7 9 split_gain=0.354777 0.371392 3.32558 2.44138 3.4685 7.05869 3.26282 3.75163 1.97755 0.511256 1.37624 0.693131 0.93107 2.09973 1.36069 0.928212 0.321483 threshold=3.1666666666666674 1.8333333333333337 1.0450000000000006 1.5750000000000008 1.7000000000000004 1.7350000000000003 3.1000000000000005 2.1000000000000005 4.9000000000000012 3.9000000000000004 575.00000000000011 6.1000000000000005 5.5000000000000009 5.9000000000000012 3.3000000000000003 1.1000000000000003 5.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 -3 6 8 -6 -4 -8 -5 11 -11 12 14 -14 -1 -13 -2 right_child=16 2 3 4 5 -7 7 -9 -10 10 -12 15 13 -15 -16 -17 -18 leaf_value=-3.2141035542083995e-05 -5.3556625556932101e-05 -0.026123069537628434 0.025871874668990963 -0.00024262504052734979 0.030413770089639924 -8.1255311558954072e-05 0.0013883290286498945 0.022712742829414576 -0.015285101434754667 0.0067297630122030178 -0.021736833479757925 6.8451599414078498e-05 -0.014984053099916793 0.0032940468032366553 0.0062831057128693649 0.018129679192523576 -0.011328936113332784 leaf_weight=7177.9075808823109 4.3847732245922071 3.9211707264184943 6.8728885799646369 13.288518920540808 7.3504159897565833 96.744115591049194 57.337325200438499 8.5298177450895292 19.274151772260666 2.8267218209803096 3.3281175009906292 6.0691887624561769 11.635025613009931 11.008086193352936 30.837853517383337 4.4302927628159523 4.7317235171794891 leaf_count=25857 16 15 21 43 23 352 187 28 67 21 39 29 57 49 167 17 29 internal_value=8.71837e-06 1.59449e-05 0.00124969 0.00176227 -0.000601056 0.00207209 0.00620227 0.00414985 -0.00914641 -2.03656e-05 -0.00866303 -1.30203e-05 -2.42037e-05 -0.00609804 -5.12543e-06 0.00768945 -0.0059058 internal_weight=7470.48 7461.36 213.318 209.397 136.657 104.095 72.74 65.8671 32.5627 7248.04 6.15484 7241.89 7231.39 22.6431 7208.75 10.4995 9.1165 internal_count=27017 26972 736 721 485 375 236 215 110 26236 60 26176 26130 106 26024 46 45 is_linear=0 shrinkage=0.03 Tree=893 num_leaves=31 num_cat=0 split_feature=0 0 4 4 4 4 7 11 13 2 6 3 5 7 5 12 8 10 2 12 5 4 8 11 10 10 9 9 4 10 split_gain=0.396085 2.03245 3.47346 2.77618 6.64904 3.86907 2.8749 2.24955 3.07448 2.60947 2.21168 2.19645 1.97112 2.66216 5.96008 2.98628 2.88169 2.66113 2.3351 5.39358 3.8387 1.965 2.33157 2.70563 2.64358 2.04496 4.27658 3.18404 1.95974 2.69474 threshold=575.00000000000011 525.00000000000011 0.73500000000000032 0.82000000000000028 0.80000000000000038 0.93000000000000027 1.5000000000000002 1.0000000000000002 4.9000000000000012 2.7000000000000006 1.3 0.90000000000000013 1.2250000000000008 1.3 1.1050000000000006 1.5000000000000002 5.1000000000000005 1.8333333333333339 1.3 2.1000000000000005 1.1650000000000007 1.2250000000000005 6.9000000000000012 -0.66666666666666619 -0.83333333333333315 1.0000000180025095e-35 3.1000000000000005 3.3000000000000003 2.1950000000000007 0.83333333333333337 decision_type=2 2 2 2 2 2 2 2 2 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 10 -5 -7 21 9 11 -4 -9 13 14 15 -2 -17 18 19 -15 -20 22 24 -24 -1 27 -27 -23 -14 -30 right_child=12 2 3 5 -6 6 -8 8 -10 -11 -12 -13 28 17 -16 16 -18 -19 20 -21 -22 25 23 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0016968909006708384 0.016789646190640377 -0.018312167639934495 0.010482296883838621 -0.0092053777322650028 0.034832364438213047 0.0001780922611564106 -0.0034773930468487489 -0.011265870072397132 0.016104059603500493 0.0098535438610552976 -0.011667000673135444 -0.0017979434027180895 0.0014431169531073441 0.0020710790483881155 -0.013594677343286296 -0.010228661832156627 0.0049829049268184239 -0.023838783664124431 0.001331836756177497 -0.015277838185073583 0.0181190902229614 0.0046183183232321916 -0.0044067099920955801 0.019104665434947144 0.0016328119713030459 -0.0070671031803640188 -0.00049085713702202549 0.00020104479637996888 -0.0078062987724487921 0.0044965026819060719 leaf_weight=257.1619914919138 9.0616778135299665 10.743653953075407 7.7856768518686357 54.037538573145866 6.5028770416975012 631.25863282382488 279.30415005236864 22.939639709889889 8.721677437424658 16.719555329531431 8.4728265106677991 570.09017034620047 940.00681273639202 68.936020329594612 46.201898157596588 20.935444835573435 24.123575193807483 3.9279070496559134 50.26404869556427 21.05326234549284 16.213908687233925 160.20671413093805 6.5547882467508343 13.431794077157972 1296.5078656449914 95.289322316646576 1348.1038607284427 1763.240818310529 47.920589592307806 24.072465052828193 leaf_count=800 30 32 24 165 20 2022 1019 87 26 75 25 1831 3321 258 221 95 147 24 343 82 101 652 21 43 3933 399 4688 5998 371 164 internal_value=-5.79927e-06 -9.98044e-05 -0.00134628 -0.00116168 0.00919408 -0.00140604 -0.000943184 0.000123999 -0.00158168 -0.00183465 -0.00106041 -0.00216418 0.000478517 -0.00184752 -0.00568061 0.00107549 -0.00208473 0.000549966 0.00116221 -0.00198775 0.00542623 0.000337523 0.00121266 0.0113939 0.00108168 -7.15121e-05 -0.000925005 0.000568966 0.00107777 -0.00369259 internal_weight=7829.79 6557.07 998.105 987.362 22.7614 964.6 910.563 5558.97 618.471 609.749 16.2585 593.03 1272.72 260.718 100.323 54.1207 45.059 160.395 156.467 89.9893 66.478 4940.5 1573.66 19.9866 1553.67 3366.84 1443.39 1923.45 1012 71.9931 internal_count=27017 21860 3307 3275 69 3206 3041 18553 2019 1993 49 1918 5157 1301 493 272 242 808 784 340 444 16534 4797 64 4733 11737 5087 6650 3856 535 is_linear=0 shrinkage=0.03 Tree=894 num_leaves=31 num_cat=0 split_feature=10 5 3 13 5 6 8 11 6 9 0 12 8 11 12 9 10 4 9 5 5 5 4 3 3 8 11 12 5 5 split_gain=0.401137 1.52708 3.18036 3.48182 2.19888 6.81693 2.89736 3.34153 2.73093 5.12515 3.08867 3.12738 3.01245 2.98499 2.42333 2.1121 2.23021 1.97729 1.83175 1.75369 3.53391 2.66132 1.31682 1.27534 2.19759 1.64881 1.3219 5.00619 3.46751 1.6296 threshold=-0.49999999999999994 1.4450000000000007 0.50000000000000011 4.7000000000000011 1.2550000000000006 1.9000000000000001 4.7000000000000002 -1.4999999999999996 1.3 6.7000000000000002 525.00000000000011 3.1000000000000005 4.9000000000000012 -0.83333333333333315 3.5000000000000004 4.9000000000000012 -1.1666666666666663 1.4150000000000007 5.7000000000000002 2.2950000000000013 2.3450000000000011 2.2150000000000012 1.3550000000000006 3.7000000000000006 3.5000000000000004 5.5000000000000009 0.83333333333333337 1.3000000000000003 2.6250000000000004 1.4750000000000008 decision_type=2 2 2 2 2 2 2 2 2 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 17 19 8 6 7 -6 9 12 13 -12 -1 -10 -8 16 -7 -3 -17 21 -21 -4 -5 24 26 -26 29 -28 -29 -2 right_child=23 2 3 22 5 15 14 -9 10 -11 11 -13 -14 -15 -16 18 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=-0.0039788184626769465 -0.00038646234587397314 -0.021924928685420734 -9.2144383326808396e-05 -0.020041187580617435 0.026070697417812715 -0.0089094792774063267 0.0029566622757014223 0.0057799850723569803 -0.0065462544655296153 -0.025694921623411304 0.0074376985784220051 -0.0089130886260667327 0.0013695023606178169 0.0014545817519067909 -0.0053470203306472987 -0.01598472478589149 0.0027180658699701172 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3464 39 6749 internal_value=-2.07287e-06 0.000303863 -0.000426951 -0.000255531 0.00100034 0.00237456 0.00390499 0.00648979 -4.12614e-05 -0.00183675 0.00169931 0.00580098 -0.00133734 2.18725e-06 0.00182748 -0.00435048 -0.00105457 -0.0130997 -0.00956948 -5.99512e-05 0.00435988 -0.000338998 -0.0125802 -0.000133169 -0.000113535 0.0131462 -0.000137257 -0.00104825 -0.00125196 7.08025e-05 internal_weight=9001.5 2700.17 1317.61 1300.02 1382.56 596.105 485.596 216.38 786.46 387.123 399.337 116.874 379.186 282.463 269.216 110.508 67.7333 17.585 42.7749 1279.71 75.9967 1203.72 20.3077 6301.33 6288.03 11.2291 6276.8 1167.01 1154.6 5109.79 internal_count=27017 8084 4080 4027 4004 1714 1395 605 2290 1164 1126 338 1141 788 790 319 192 53 127 3963 314 3649 64 18933 18831 47 18784 3538 3503 15246 is_linear=0 shrinkage=0.03 Tree=895 num_leaves=29 num_cat=0 split_feature=8 4 9 5 5 2 4 5 6 4 5 5 6 12 10 4 4 4 5 5 9 0 10 13 7 10 0 6 split_gain=0.356433 1.48618 1.57203 3.248 1.98208 3.8144 2.65216 1.67854 1.26284 4.6486 2.15183 1.61377 4.20211 1.96047 1.04466 1.35533 0.83591 1.96365 4.55599 2.71628 1.92773 3.76532 2.70319 2.52371 2.87818 1.47638 1.10837 0.750816 threshold=6.3000000000000016 0.97000000000000031 3.1000000000000005 0.93000000000000027 1.1150000000000009 1.5000000000000002 1.8100000000000005 0.74500000000000033 0.90000000000000013 1.1450000000000007 2.015000000000001 0.97000000000000031 1.5000000000000002 1.1000000000000003 2.8333333333333344 1.9500000000000004 1.8050000000000004 1.7750000000000004 2.1750000000000012 1.2750000000000006 3.3000000000000003 200.00000000000003 1.0000000180025095e-35 4.7000000000000011 2.7000000000000006 -2.8333333333333326 575.00000000000011 1.1000000000000003 decision_type=2 2 2 2 2 2 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 7 5 -5 -6 -3 9 -4 -11 12 -10 -13 16 -16 17 25 19 -19 21 -18 -23 24 -22 -1 -27 -9 right_child=1 2 8 4 6 -7 -8 27 11 10 -12 13 -14 -15 15 -17 20 18 -20 -21 23 22 -24 -25 -26 26 -28 -29 leaf_value=-0.015217206304705421 -0.013471999150864885 0.0069387030927698179 0.024208303748864349 0.0042907262884234309 0.010280216795416155 0.033928420397309304 -0.0062258311343646403 -0.0057229049946416538 -0.0038427914544004638 -0.0040275902581230838 0.0031671774223395637 -0.016897267774888342 0.017948932481326896 -0.00017268493668063227 0.019516465058519158 -0.0018835269218657499 0.028852833034048852 -0.01675730405003575 0.017498751378356787 -0.0035991332642774107 0.00047003802726960442 -0.002484288486118928 0.009990884585353247 -0.019787426358315034 0.017414861147301407 0.00020823851590019533 -0.0010284536431623594 -0.021784679210379177 leaf_weight=5.7135820165276519 7.8845309913158408 4.6113987527787677 5.8059830963611594 9.6728696674108523 21.855569079518318 6.5578582026064387 14.622729294002054 4.669534355401991 16.662077389657501 240.39390898309648 44.308103386312723 6.3673120439052573 15.255548954010008 677.37859214842319 5.6696590036153776 5.023597214370966 5.8473618179559699 18.510310508310795 7.6784223765134803 59.527288287878036 640.48931549489498 31.642408587038517 30.896229900419712 5.4521504864096633 9.1505391225218755 4808.0666455775499 754.6022668890655 5.9657377302646637 leaf_count=23 34 23 20 37 74 30 72 23 74 1143 174 24 56 2700 20 24 21 84 26 225 2500 134 121 24 41 16483 2784 23 internal_value=8.73855e-06 -0.000494782 -0.000399524 0.00401666 0.00754411 0.0162655 0.00366358 -0.00817804 -0.000697788 -0.00236594 -0.00290787 -2.064e-05 0.00657292 -0.000328431 9.40223e-05 0.00946294 7.83135e-05 -4.45447e-05 -0.00455069 -0.00672022 0.00103847 0.00583138 0.00367887 0.000538132 0.000708715 2.48199e-05 4.04754e-05 -0.0147326 internal_weight=7470.28 1082.01 1074.13 67.9557 52.709 16.2307 36.4783 15.2467 1006.17 290.508 284.702 715.664 31.9176 683.746 6388.27 10.6933 6377.58 5654.1 85.716 78.0376 723.478 68.386 62.5386 655.092 649.64 5568.38 5562.67 10.6353 internal_count=27017 4507 4473 282 213 67 146 69 4191 1337 1317 2854 130 2724 22510 44 22466 19625 335 309 2841 276 255 2565 2541 19290 19267 46 is_linear=0 shrinkage=0.03 Tree=896 num_leaves=30 num_cat=0 split_feature=2 4 7 5 5 5 3 7 12 13 3 10 11 3 0 4 9 3 12 5 5 13 6 8 10 3 4 5 5 split_gain=0.394054 2.1366 1.55966 4.05885 3.76411 3.9475 3.0424 3.04213 2.67541 3.12089 3.4269 2.70224 2.22159 1.64224 1.09161 0.788519 3.21319 1.54457 0.81605 2.73067 1.92986 2.24384 0.834282 4.12906 3.11611 0.799026 2.21521 0.778454 0.537325 threshold=2.3000000000000003 1.3450000000000006 1.5000000000000002 1.2950000000000006 1.6050000000000004 1.9350000000000005 0.90000000000000013 0.90000000000000013 3.1000000000000005 2.5000000000000004 1.7000000000000004 0.50000000000000022 0.83333333333333337 0.50000000000000011 525.00000000000011 2.5950000000000011 6.9000000000000012 1.7000000000000004 5.1000000000000005 2.0750000000000011 2.265000000000001 1.7000000000000004 0.3000000000000001 7.1000000000000005 -1.1666666666666663 0.3000000000000001 1.8550000000000004 3.0650000000000008 1.0650000000000006 decision_type=2 2 2 2 2 2 2 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 14 3 6 12 -6 28 -8 13 10 -10 -11 -5 -4 -2 18 17 -17 22 -20 -21 -22 23 24 -1 26 -24 -27 -3 right_child=1 2 8 4 5 -7 7 -9 9 11 -12 -13 -14 -15 -16 16 -18 -19 19 20 21 -23 25 -25 -26 27 -28 -29 -30 leaf_value=-0.020659236728613289 -0.025482994660315464 -0.012025853714526769 0.033617692451228809 0.0075724865644203748 -0.0083810589001210942 0.0012486044007538279 0.014416344899098238 -0.0096728433622005686 0.0010803521959852525 -0.0052807964587613136 0.025948718463680416 0.0039255759413322835 -0.0043164367650079848 0.0058010402444669288 -0.0052364595525418367 -0.016127717726086763 0.032477342070089628 0.010845510366413796 0.022092926179925899 -0.013663963419494997 -0.0082869744049416209 0.0099038142919772015 -0.00376744816266927 0.020247254256034072 -0.0025753063625991615 9.226389107681068e-05 0.013684345410331126 -0.00960376375865905 -0.022932126416794915 leaf_weight=9.7918332070112211 4.5743532702326757 5.9756432157009867 3.6956242453306904 62.985931448638439 69.480786833912134 85.40747132152319 6.392518779262903 18.013914499431849 11.522161034867169 60.441449753940105 8.7929565384983999 54.627718163654208 18.242557991296053 3.9537342041730881 5.034354642033577 3.8356602862477285 3.3686466738581657 3.8070966862142086 6.4937693476676932 6.6281209737062445 8.8197236508131045 19.811287641525269 96.053099893033504 6.3928625211119643 69.049022652208805 7148.7701009735465 7.024772696197032 7.4600360393524161 12.719601474702356 leaf_count=42 21 59 25 346 310 308 45 136 105 391 41 300 93 21 23 34 13 18 20 20 29 77 378 30 281 23695 39 23 94 internal_value=-5.9547e-06 -0.000886813 -0.000568498 -0.00187346 -0.00032808 -0.00307113 -0.0103392 -0.00336342 0.00197894 0.00100366 0.0118441 -0.000910181 0.00490243 0.0192401 -0.0148751 4.54706e-05 0.00806747 -0.00269151 3.35114e-05 0.00421572 0.000923224 0.00430018 9.73607e-06 -0.00294105 -0.00482128 4.43821e-05 -0.00257811 8.21562e-05 -0.0194461 internal_weight=7829.17 431.861 422.252 279.218 236.117 154.888 43.1017 24.4064 143.034 135.384 20.3151 115.069 81.2285 7.64936 9.60871 7397.31 11.0114 7.64276 7386.29 41.7529 35.2591 28.631 7344.54 85.2337 78.8409 7259.31 103.078 7156.23 18.6952 internal_count=27017 2318 2274 1391 1057 618 334 181 883 837 146 691 439 46 44 24699 65 52 24634 146 126 106 24488 353 323 24135 417 23718 153 is_linear=0 shrinkage=0.03 Tree=897 num_leaves=31 num_cat=0 split_feature=13 9 0 3 13 4 0 4 4 13 9 11 10 10 0 4 4 4 4 4 2 10 12 5 6 11 11 4 0 4 split_gain=0.406083 2.17444 3.03209 1.86329 1.91473 2.35976 3.53543 3.31341 1.60704 2.34531 2.15571 2.14653 1.91273 1.72893 1.09406 1.7498 3.816 2.84897 2.72573 2.58911 2.45166 1.9741 0.997327 1.086 0.890145 2.40091 2.1497 1.12059 1.91113 1.13158 threshold=1.7000000000000004 2.7000000000000006 475.00000000000006 0.90000000000000013 0.90000000000000013 1.7400000000000002 525.00000000000011 1.6000000000000008 1.5850000000000006 1.3000000000000003 7.1000000000000005 -2.1666666666666656 -1.0000000180025095e-35 0.83333333333333337 875.00000000000011 1.4250000000000005 1.3150000000000006 1.7300000000000004 1.7750000000000004 1.8550000000000004 1.9000000000000001 -0.49999999999999994 6.1000000000000005 2.1350000000000011 0.70000000000000007 -1.8333333333333328 -1.1666666666666663 2.5350000000000006 725.00000000000011 2.4450000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 -7 -6 9 13 -11 -10 -13 -5 22 16 -16 20 -19 -20 21 -17 24 -24 25 -2 -27 29 -29 -26 right_child=14 3 -4 8 5 6 -8 -9 11 10 -12 12 -14 -15 15 17 -18 18 19 -21 -22 -23 23 -25 27 26 -28 28 -30 -31 leaf_value=-0.0046625670423134386 0.016606893575693001 -0.011897154208814422 0.019079105460717082 0.0020969826045905706 0.0026552459622019562 0.016747628959976571 -0.00099109168654812493 -0.011497883219049073 -0.014019676669931737 -0.0049731118616830267 0.0038862222077530686 -0.0020428019967164215 0.0024357499770655362 -0.0086720893698597288 0.0055506658860119728 0.016277754640803974 -0.022692912661356302 -0.01688270408599812 0.013552700265754485 0.00050621633770643669 0.022283000833959551 7.1996123887444946e-05 0.0018520096536792363 -0.017869620875012399 -6.9423503226028789e-05 -0.0060979975826160153 0.0014546763125424776 0.0017610602602381223 0.01820312393472346 -0.0067630844206391996 leaf_weight=8.278702452778818 8.9501683861017209 8.4545270949602109 11.659899622201918 108.93822176754475 106.05232748389244 23.064641058444977 18.006597518920898 17.318275108933449 9.4877050817012769 265.57234166562557 27.255970399826765 154.61077393591404 192.91656213998795 15.301889557391403 9.8971187770366686 10.358291313052179 7.6203302443027487 7.1833290606737128 15.614028230309485 111.10418464243412 10.960567891597746 19.501870468258858 4.4266841113567335 5.812887703999877 7224.5874477662146 36.402044616639614 496.86516688764095 34.10886836796999 7.8212973624467841 22.801871925592422 leaf_count=24 27 27 37 358 296 75 73 50 31 851 109 471 594 51 29 34 22 24 58 445 39 61 15 35 21349 109 1484 128 34 77 internal_value=-2.28502e-06 -0.000583125 0.00922133 -0.000789557 0.00202618 0.00274202 0.00897056 0.000668486 -0.00141847 -0.00268315 -0.0041485 5.89408e-05 0.000443296 0.000770622 6.76208e-05 0.00230357 -0.00673568 0.00320983 0.00109469 0.00211378 0.010148 0.00569367 1.2807e-05 -0.00934373 2.50405e-05 0.00119774 0.000939113 -6.21906e-05 0.00482802 -9.04832e-05 internal_weight=9000.93 966.918 19.9386 946.98 172.896 164.442 41.0712 123.371 774.083 417.068 292.828 357.015 347.527 124.24 8034.02 192.24 17.5174 174.722 133.902 126.718 40.8207 29.8602 7841.78 10.2396 7831.54 542.217 533.267 7289.32 41.9302 7247.39 internal_count=27017 3047 61 2986 521 494 148 346 2465 1369 960 1096 1065 409 23970 712 51 661 527 503 134 95 23258 50 23208 1620 1593 21588 162 21426 is_linear=0 shrinkage=0.03 Tree=898 num_leaves=31 num_cat=0 split_feature=2 5 5 0 5 11 10 11 4 13 2 13 6 6 11 3 4 7 4 11 4 4 6 5 9 4 12 7 6 8 split_gain=0.356154 2.06449 2.31175 1.78436 1.47277 4.32129 2.26143 2.71763 2.0853 1.11504 0.656173 2.8243 3.55076 3.93459 4.81882 3.20276 2.95202 2.2804 0.578776 4.03049 4.67589 3.53528 3.28031 3.16908 2.90132 2.84606 2.5112 2.34104 1.67428 1.4063 threshold=0.3000000000000001 1.0750000000000008 1.9750000000000003 475.00000000000006 1.6100000000000005 -0.83333333333333315 -0.83333333333333315 0.83333333333333337 0.93000000000000027 2.9000000000000008 0.50000000000000011 1.1000000000000003 1.1000000000000003 1.3 -1.0000000180025095e-35 1.3 1.5150000000000008 1.3 1.0350000000000008 0.50000000000000022 0.97000000000000031 1.0250000000000006 0.50000000000000011 2.2950000000000013 5.1000000000000005 1.0650000000000006 3.1000000000000005 0.50000000000000011 1.5000000000000002 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 4 -4 6 -6 -3 -8 -7 -1 11 -2 16 15 -15 -14 17 -13 19 20 24 22 -21 -22 -12 26 27 -20 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19.104478120803833 10.203646421432493 211.63441721349955 49.043260589241982 21.14606486260891 84.149177476763725 118.77966856956482 19.653804607689381 6.0293594449758521 38.771224781870842 7.9243654906749716 6.6776005476713172 174.41974739730358 9.4668681323528272 188.28449356555939 5.9266342595219603 130.61269579082727 30.624511905014515 11.271183595061304 113.05601287633181 9.5651973634958249 6086.493527488783 leaf_count=21 20 36 20 34 26 22 181 42 64 39 716 170 77 292 427 72 23 133 26 21 585 31 632 26 463 118 40 383 38 22239 internal_value=8.42769e-06 0.00150359 0.00282161 -0.00981734 0.00414562 0.00942579 0.00191506 -0.000139539 0.0034346 -0.00851677 -2.02719e-05 -0.00130072 -0.000945649 -0.00285483 -0.0011457 -0.0113556 0.00401283 0.00540705 4.26551e-05 0.000843853 -0.000553208 0.00441524 0.0035459 0.00335599 -0.00261315 -5.04101e-05 -0.00425189 -0.00259516 -0.0138712 4.69954e-05 internal_weight=7469.96 140.686 124.332 11.7895 112.542 33.4231 79.119 67.9658 25.5436 16.3539 7329.28 343.321 337.573 243.729 202.929 40.7999 93.8438 87.8145 6985.96 727.022 522.593 204.429 194.962 180.346 342.247 6258.93 141.817 120.98 20.8364 6117.12 internal_count=27017 485 425 54 371 112 259 223 86 60 26532 1214 1194 868 719 149 326 303 25318 2474 1790 684 653 611 1179 22844 487 409 78 22357 is_linear=0 shrinkage=0.03 Tree=899 num_leaves=31 num_cat=0 split_feature=8 13 11 6 9 4 4 9 7 7 11 5 7 0 5 8 9 12 4 7 11 5 12 10 4 10 11 5 12 5 split_gain=0.39586 1.16694 5.88927 2.72878 2.49749 2.47681 2.05721 1.70572 1.64628 2.14642 3.64865 1.4559 3.2748 4.16016 1.97366 2.35725 1.61916 1.3424 1.10412 2.49838 5.05685 2.51205 2.82063 2.76916 1.83495 3.96202 1.20081 2.35225 3.62842 3.5293 threshold=4.7000000000000002 4.7000000000000011 1.1666666666666672 3.1000000000000005 3.9000000000000004 1.2250000000000005 1.4650000000000005 3.3000000000000003 2.9000000000000004 3.1000000000000005 -1.0000000180025095e-35 0.87000000000000033 2.1000000000000005 575.00000000000011 0.98000000000000043 3.3000000000000003 2.1000000000000005 1.7000000000000004 0.88500000000000023 1.7000000000000004 1.0000000180025095e-35 1.5650000000000006 1.7000000000000004 -1.0000000180025095e-35 0.92500000000000027 -0.33333333333333331 -1.1666666666666663 1.9350000000000005 2.9000000000000008 1.8600000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -6 7 -3 11 10 -10 12 13 -1 15 -13 -16 -14 19 21 -21 22 -2 -23 25 -20 27 29 -29 -26 right_child=18 2 -4 4 5 -7 -8 -9 9 -11 -12 14 17 -15 16 -17 -18 -19 24 20 -22 23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=0.0036114715029891657 -0.0013286603899125928 0.0034911503341892324 0.018235613820473093 0.015923293381318728 0.0064994204653913848 -0.017539820167933096 -0.019975346429288422 -0.0087923749867688666 0.018341206075660435 0.024003773820948333 -0.012939835073632151 0.0031126821446368254 0.0015961265894297932 0.024677415845855779 -0.011084802967488129 -0.0059750183370706825 0.00032027818388613788 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internal_value=-5.41434e-06 0.000209061 -0.00290613 -0.00528707 0.00329087 -0.00392035 -0.00831232 -0.00604331 0.000295654 0.00901548 0.00236731 0.000250798 0.00372844 0.00577294 0.00015082 -0.00348975 0.000284008 -0.00995968 -0.000217601 -0.00436327 0.00627214 -0.00807359 -0.0143464 0.000458241 -0.000156692 0.00778428 -0.000210314 0.00139423 -0.00308333 0.0026433 internal_weight=7828.68 3893.35 105.296 94.6385 24.6747 15.7078 69.9638 58.5693 3788.05 19.3867 13.4298 3768.66 105.316 91.6302 3663.35 129.292 3534.05 13.6862 3935.34 56.9817 14.7375 42.2442 24.3451 17.8991 3878.36 26.0134 3852.34 378.527 82.5631 295.964 internal_count=27017 12420 344 312 76 48 236 193 12076 77 53 11999 417 356 11582 499 11083 61 14597 172 47 125 75 50 14425 78 14347 1343 263 1080 is_linear=0 shrinkage=0.03 Tree=900 num_leaves=25 num_cat=0 split_feature=5 10 4 5 3 5 0 6 10 5 10 2 4 2 8 10 13 13 8 10 12 5 5 8 split_gain=0.406552 3.27307 2.48027 3.31915 2.21826 1.98364 2.98877 2.1728 2.67138 1.89883 3.76942 3.66098 1.85224 2.02346 1.7633 2.94086 1.34934 1.23126 1.16285 0.892745 1.27384 2.05907 0.9416 0.502592 threshold=2.1250000000000009 -2.1666666666666656 0.88500000000000023 2.3150000000000008 3.5000000000000004 2.0250000000000008 525.00000000000011 2.5000000000000004 -0.49999999999999994 2.1550000000000011 -1.0000000180025095e-35 1.5000000000000002 0.97000000000000031 2.5000000000000004 4.7000000000000002 -0.33333333333333309 2.5000000000000004 2.7000000000000006 3.9000000000000004 -3.1666666666666661 5.700000000000002 1.7650000000000006 1.9900000000000002 5.9000000000000012 decision_type=2 2 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 23 3 -3 5 19 7 8 -7 10 16 -12 17 -14 18 -16 -4 -11 -8 -1 22 -22 -21 -2 right_child=1 2 9 -5 -6 6 14 -9 -10 12 11 -13 13 -15 15 -17 -18 -19 -20 20 21 -23 -24 -25 leaf_value=-0.010001384874602301 0.022889892977043781 0.026788935371006805 0.0032391516559308856 -0.0024609759484124877 0.016753492010598156 -0.0085494581782881822 -0.0089577133219227289 0.016699817893087977 0.0008495433841608852 -0.023827240426033382 0.00319760422808923 0.023664013168879203 0.00036048631787590315 -0.0067666983833698565 0.004698174426376921 -0.012650793843960792 -0.010619001054842691 -0.0012798851333877777 -0.023162613743690608 -3.0717468596198856e-05 0.02068367528101139 -0.0028531158401966629 0.0032128226981094502 0.010535551399127195 leaf_weight=8.0141074508428556 5.6157753467559797 7.3529206514358503 13.159822717309 6.6487664096057415 7.0629588142037383 36.323157027363777 10.754710152745249 6.1495191752910605 108.53930030763149 5.0675329975783807 18.15242575109005 13.881242990493773 389.29280913434923 39.487575573846698 16.056036457419395 19.441440068185329 12.172426693141459 3.8249906525015831 10.018064334988592 8161.8221895582974 6.8929334506392461 6.4993375241756439 81.353831380605698 6.2751626670360565 leaf_count=24 19 30 47 35 27 128 49 23 376 30 62 46 1567 132 52 70 42 19 36 23865 27 23 267 21 internal_value=-2.1116e-06 0.000811359 0.000447913 0.0128995 -5.20899e-05 -6.61007e-05 -0.00296473 -0.000765758 -0.00150718 9.57323e-05 0.00522781 0.0120664 -0.00057693 -0.000295876 -0.0088661 -0.0048036 -0.00341984 -0.0141288 -0.0158083 6.59931e-06 1.63134e-05 0.00926115 1.29379e-06 0.0163702 internal_weight=8999.86 520.931 509.041 14.0017 8478.93 8471.86 207.282 151.012 144.862 495.039 57.3659 32.0337 437.673 428.78 56.2703 35.4975 25.3322 8.89252 20.7728 8264.58 8256.57 13.3923 8243.18 11.8909 internal_count=27017 2050 2010 65 24967 24940 734 527 504 1945 197 108 1748 1699 207 122 89 49 85 24206 24182 50 24132 40 is_linear=0 shrinkage=0.03 Tree=901 num_leaves=25 num_cat=0 split_feature=11 10 9 9 4 0 3 5 13 5 5 4 13 7 11 11 12 9 2 8 9 9 6 0 split_gain=0.343502 0.349028 1.58415 4.17223 2.88248 3.1094 2.37048 5.09079 3.19049 1.92592 4.15166 1.85368 1.79001 0.66587 3.09467 1.27563 0.574206 1.72742 2.82531 0.925929 0.846498 0.848344 0.323563 0.152424 threshold=3.1666666666666674 1.5000000000000004 6.9000000000000012 6.3000000000000016 1.6550000000000002 475.00000000000006 1.3 1.9100000000000006 2.1000000000000005 1.0950000000000004 1.1450000000000007 1.7400000000000007 1.9000000000000001 1.0000000180025095e-35 -0.83333333333333315 1.0000000180025095e-35 5.700000000000002 5.5000000000000009 2.5000000000000004 5.5000000000000009 10.500000000000002 9.5000000000000018 1.3 575.00000000000011 decision_type=2 2 2 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 9 5 -5 8 -8 -4 11 -11 -3 -9 14 -1 -16 20 19 -19 -18 21 -15 -2 -6 right_child=22 2 6 4 23 -7 7 12 -10 10 -12 -13 -14 16 15 -17 17 18 -20 -21 -22 -23 -24 -25 leaf_value=0.010797116714592291 -0.011589785453951566 0.010885837653608978 -0.00079919831092205469 -0.016441564061210917 -0.025712088580300749 0.0089747116636788912 -0.015772442260494977 0.023746032584573796 0.026220161106254126 -0.016032890976320026 0.0011368105643353216 -0.002060545474256428 0.0038514076115962448 8.3848075968797849e-06 -0.02408424435113448 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0.00172074 -0.0151612 8.17869e-07 -1.00431e-05 -0.00582242 -0.0227818 internal_weight=7469.51 7460.43 361.342 316.372 28.3986 17.3619 44.9698 28.6311 16.3387 287.973 241.552 46.4219 18.2425 7099.08 20.791 13.7582 7078.29 23.0944 14.2598 8.83464 7055.2 7047.5 9.08079 11.0367 internal_count=27017 26972 1336 1175 112 62 161 103 58 1063 884 179 66 25636 90 67 25546 119 71 48 25427 25402 45 50 is_linear=0 shrinkage=0.03 Tree=902 num_leaves=24 num_cat=0 split_feature=3 2 5 10 0 12 4 4 9 4 5 5 4 4 12 4 10 2 4 5 6 5 13 split_gain=0.387255 1.86426 0.461965 3.1445 2.34767 1.78575 1.91305 1.64399 2.73954 1.59567 0.698947 2.72227 2.3566 2.22406 2.19615 3.49741 3.4382 3.4044 2.60636 0.823139 5.44342 0.976398 0.288757 threshold=1.0000000180025095e-35 1.3 0.76500000000000024 -1.1666666666666663 350.00000000000006 1.1000000000000003 1.2850000000000008 1.2150000000000005 2.9000000000000004 1.4850000000000005 0.87000000000000033 0.90500000000000014 1.0050000000000006 1.4550000000000007 2.7000000000000006 1.6550000000000002 1.1666666666666672 1.7000000000000004 1.5550000000000008 0.93000000000000027 1.5000000000000002 0.97000000000000031 2.3000000000000007 decision_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 -2 7 -6 -7 8 -5 -9 14 12 -12 -14 15 16 -4 -17 -16 20 -13 -21 -20 right_child=2 -3 10 4 5 6 -8 9 -10 -11 11 19 13 -15 18 17 -18 -19 22 21 -22 -23 -24 leaf_value=0.0042977322115328124 0.017854437032073855 -0.022654743651036514 -0.00023276446929881633 -0.0025994313289559928 0.0058924488648884046 -0.021767657891275945 -0.0061749044674243329 -0.01921262274157964 0.020503356406129342 0.0027567038265305464 0.0058663622140224369 0.010224251426963633 -0.015360272128035412 -0.0020294300438738052 0.0092861138828378847 0.0083969633382277101 0.020940028626083337 0.039101602481247617 -0.010948815017786408 -0.0030480889210113015 -0.0073188062716173204 4.3798186575720785e-05 -0.022978351042809257 leaf_weight=6.0643934309482557 6.3003929816186419 3.7304690908640623 96.946703471243382 10.904112413525587 5.5580678135156623 12.127702176570894 17.018916707485914 5.3469747453927976 8.014951214194296 6.7085526064038277 11.075358480215071 40.626238457858562 25.861164271831512 19.954365584999323 4.3286501467227927 14.044886067509653 7.4318192899227133 4.2283641584217539 2.5806463509798032 93.079682761803269 26.174538694322109 7394.0930667892098 5.9056258201599121 leaf_count=26 35 33 365 41 21 61 106 25 28 36 36 183 105 102 20 64 26 21 23 397 99 25122 42 internal_value=-5.97724e-06 -0.00596738 1.49128e-06 -0.00239079 -0.00433285 -0.00969123 -0.0126629 0.00167082 0.00718793 -0.00698733 2.37206e-05 -1.42979e-05 -0.00655216 -0.0095542 0.00215969 0.00339438 0.00127475 0.0155019 -0.00965751 3.49404e-05 0.00335036 5.3602e-06 -0.0193202 internal_weight=7828.11 9.79486 7818.31 71.9797 65.6793 34.7047 29.1466 30.9746 18.9191 12.0555 7746.33 7610.86 56.8909 45.8155 135.467 122.652 104.379 18.2733 12.8149 7553.97 66.8008 7487.17 8.48627 internal_count=27017 59 26958 353 318 188 167 130 69 61 26605 26044 243 207 561 476 391 85 85 25801 282 25519 65 is_linear=0 shrinkage=0.03 Tree=903 num_leaves=21 num_cat=0 split_feature=4 4 4 4 8 10 2 13 11 13 6 12 9 4 4 0 13 4 9 4 split_gain=0.404284 0.962117 0.581955 2.58752 2.63269 2.41489 1.79481 2.59256 2.63591 1.40418 2.86848 1.67108 1.36174 1.18918 2.29295 1.52463 1.12184 0.744298 2.87062 0.900807 threshold=2.975000000000001 3.0750000000000006 2.5350000000000006 2.5050000000000012 7.3000000000000016 -1.8333333333333328 2.9000000000000004 2.3000000000000007 0.83333333333333337 2.5000000000000004 1.1000000000000003 5.5000000000000009 4.9000000000000012 2.3550000000000009 2.3750000000000009 725.00000000000011 2.3000000000000007 2.2850000000000006 4.7000000000000002 2.2350000000000008 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 3 13 -5 -4 7 8 -7 11 -11 -8 -9 17 16 -16 -15 19 -19 -1 right_child=1 -3 5 4 -6 6 9 12 -10 10 -12 -13 -14 14 15 -17 -18 18 -20 -21 leaf_value=-3.0410105689373935e-05 -0.012991980796694483 0.0024275516426526208 0.02219860457145734 -0.001904703488134134 -0.025685063997553669 -0.014721665153239097 0.021381803698815649 -0.0017928438330498317 0.0066947871737027013 -0.015742566913233155 0.013970848116446149 0.00085455281184171642 0.012480821781717289 0.0065592218563714205 -0.0018666342585845826 0.0078193918002076295 0.022258261450170107 0.0063374978072553269 -0.0077089497469324114 0.0037283137833981988 leaf_weight=8681.5642046928406 7.0196598395705205 7.5685880929231644 5.2536795362830153 10.288762152194979 7.0684066563844672 18.676343068480495 9.2854983508586901 12.866508096456529 7.1532559394836417 5.6460666134953481 6.0652589164674282 5.7979564368724814 11.297096878290175 9.2113177850842494 47.538973346352577 21.124914743006229 7.3778862282633773 19.025274939835072 42.004368014633656 57.766152560710907 leaf_count=25850 24 27 26 36 24 64 47 52 25 27 28 23 43 37 155 92 34 75 130 198 internal_value=-1.99124e-06 -0.00499211 6.11081e-06 -1.70661e-05 -0.0115888 0.00252122 0.00117493 -0.00218286 -0.00879059 0.00743983 -0.000354082 0.0134913 0.00488046 5.53819e-06 0.00353165 0.00111334 0.0135412 -2.86209e-05 -0.00333013 -5.56529e-06 internal_weight=8999.6 14.5882 8985.01 8902.97 17.3572 82.0417 76.788 49.9932 25.8296 26.7948 11.7113 15.0835 24.1636 8885.61 85.2531 68.6639 16.5892 8800.36 61.0296 8739.33 internal_count=27017 51 26966 26631 60 335 309 184 89 125 55 70 95 26571 318 247 71 26253 205 26048 is_linear=0 shrinkage=0.03 Tree=904 num_leaves=31 num_cat=0 split_feature=2 5 5 13 5 11 4 10 11 5 4 5 2 11 7 8 0 13 5 9 9 9 9 8 7 10 4 13 10 5 split_gain=0.343529 1.98705 2.22306 1.75369 1.4075 4.11718 2.339 2.19992 3.15188 1.97199 1.11408 0.704128 0.629504 2.69184 3.23063 3.80753 3.52991 3.0349 4.137 3.64252 3.58662 3.55913 2.66982 2.53078 1.98627 2.56708 1.74016 0.565776 2.08949 3.04255 threshold=0.3000000000000001 1.0750000000000008 1.9750000000000003 2.7000000000000006 1.6100000000000005 -0.33333333333333331 1.0350000000000008 -0.49999999999999994 -0.83333333333333315 1.7000000000000004 1.0550000000000004 1.3650000000000007 0.50000000000000011 -1.0000000180025095e-35 1.9000000000000001 3.9000000000000004 350.00000000000006 2.9000000000000008 1.4350000000000007 4.1000000000000005 5.1000000000000005 4.7000000000000002 3.3000000000000003 3.5000000000000004 2.3000000000000003 -1.0000000180025095e-35 1.3050000000000008 3.9000000000000008 0.33333333333333326 0.7150000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 4 -4 7 6 -6 11 -9 -7 -1 -3 13 14 15 16 -2 18 20 22 -15 -20 -19 -21 25 -16 -17 -14 29 -29 right_child=12 2 3 -5 5 9 -8 8 -10 -11 -12 -13 27 17 24 26 -18 19 21 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.015882916588191645 0.022751336982729537 0.014176019110541711 -0.019833139289914831 0.0035874483483388881 0.0070811579281242114 0.013789979439780092 0.031734610479329649 -0.019510567645520595 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6.2977438569068935 24.038528010249138 5.6386044770479193 232.84553453326225 418.42198783904314 leaf_count=32 32 41 33 21 20 21 26 26 151 45 28 41 22971 160 33 204 84 35 65 58 62 137 56 150 33 20 85 20 831 1496 internal_value=8.45666e-06 0.00147675 0.00276615 -0.00967214 0.00405887 0.00920865 0.0214444 0.00187657 -0.00155839 0.000181779 -0.00838017 0.00915733 -1.97346e-05 -0.00127443 0.0019187 -0.000265577 0.00795143 -0.00348616 -0.000472727 -0.00795865 -0.00573355 0.00537239 0.00125669 -0.0123192 0.0114014 0.0176636 -0.00392074 4.188e-05 -0.000796125 -0.00204987 internal_weight=7469.28 140.709 124.431 11.7147 112.717 33.5486 14.2428 79.1681 53.7905 19.3058 16.2771 25.3777 7328.57 343.04 140.376 114.095 35.1271 202.664 121.082 81.5817 63.7263 57.356 26.2039 55.3778 26.2811 16.6703 78.9676 6985.53 656.906 424.061 internal_count=27017 485 425 54 371 112 46 259 177 66 60 82 26532 1214 491 405 116 723 424 299 222 202 91 208 86 53 289 25318 2347 1516 is_linear=0 shrinkage=0.03 Tree=905 num_leaves=31 num_cat=0 split_feature=13 9 6 5 8 10 8 11 5 8 4 13 10 9 4 9 4 9 3 10 3 5 3 4 11 11 7 0 4 13 split_gain=0.385412 2.1 2.13643 4.72679 2.31596 2.28726 3.25997 2.18217 2.1422 2.20733 1.95294 1.36988 3.51899 4.09775 2.80685 3.08736 2.47923 2.40442 3.9254 2.35282 3.38513 2.81901 1.81008 1.41978 3.47466 2.09405 3.83073 3.94598 2.4551 4.39424 threshold=2.3000000000000007 2.1000000000000005 1.5000000000000002 2.3950000000000009 2.5000000000000004 -1.0000000180025095e-35 2.1000000000000005 -1.1666666666666663 2.8450000000000011 2.5000000000000004 0.88500000000000023 2.7000000000000006 0.83333333333333337 6.5000000000000009 2.1450000000000009 6.7000000000000002 0.89000000000000024 6.9000000000000012 1.7000000000000004 0.33333333333333326 2.7000000000000006 2.5050000000000012 1.1000000000000003 1.0850000000000006 -1.8333333333333328 1.1666666666666672 1.1000000000000003 350.00000000000006 1.1050000000000006 3.3000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 4 -4 8 -7 -8 9 -3 -6 12 13 19 15 -15 -14 18 -18 21 -21 -2 -19 24 -13 28 -27 -28 29 -25 right_child=11 2 3 -5 10 6 7 -9 -10 -11 -12 23 16 14 -16 -17 17 22 -20 20 -22 -23 -24 25 -26 26 27 -29 -30 -31 leaf_value=-0.015337979602966227 5.9794585345166594e-05 0.010751529644170294 0.012843696386516544 0.015276284948621464 -0.019891918393380146 -0.016467449660884148 0.0028093099401200997 -0.0011343788483456619 -0.013236940909428906 0.00096623142956105482 -0.0046328007761368001 0.01507614902988965 -0.019584270843793911 0.012834212117869242 -0.013509640728274428 0.0030047835018520998 0.0030273090611922693 -0.016230145980204183 0.011943076091805784 -0.0039744007952650009 0.016504949335954994 0.021735460557945504 0.00072402994450976484 -0.015095214899108597 0.00070680239887430259 -0.0051577983973761198 -0.0022845116744889885 0.0056869899521412902 -0.00057795400367778344 0.00044188585078897572 leaf_weight=8.3410556353628618 767.21838608011603 21.18596363067627 6.5290486216545096 11.411237582564352 7.9373974800109854 11.917845159769056 141.6807520724833 1161.5231755971909 9.3754015117883664 1001.9869181886315 154.15285816043615 15.458347484469412 3.8877159357070914 34.039991170167923 8.0475180819630605 185.37305092066526 142.12918733805418 7.0207537338137618 64.663789883255959 215.66211965866387 7.5173709094524375 5.4382836967706671 29.401282988488674 29.328004658222198 748.12610594928265 58.179964255541563 79.305794067680836 189.2657458037138 2664.5538476593792 37.115727081894875 leaf_count=46 2673 62 18 43 23 35 484 4152 32 3546 470 44 12 101 35 562 543 26 208 768 23 19 90 90 2267 176 271 653 9428 117 internal_value=-5.78003e-06 -0.000309858 -0.000260268 -0.00340982 -0.00467439 -1.87452e-05 -0.000848468 -0.000705632 0.00103804 0.00116885 -0.00538002 0.000139948 0.000918079 0.000258472 0.0038915 0.00452973 0.0041835 0.00456342 0.00581525 -0.000571354 -0.00328459 0.000212357 -0.00254408 -0.000159466 0.000997702 -0.000448436 0.00182125 0.00333311 -0.000719994 -0.00641613 internal_weight=7827.77 2536.04 2527.7 180.031 168.619 2347.67 1315.12 1303.2 1032.55 1023.17 162.09 5291.73 1470.4 1223.3 227.461 219.413 247.103 243.215 206.793 995.836 223.179 772.657 36.422 3821.33 763.584 3057.75 326.752 268.572 2731 66.4437 internal_count=27017 8911 8865 554 511 8311 4671 4636 3640 3608 493 18106 5060 4181 698 663 879 867 751 3483 791 2692 116 13046 2311 10735 1100 924 9635 207 is_linear=0 shrinkage=0.03 Tree=906 num_leaves=31 num_cat=0 split_feature=4 8 13 13 4 2 10 5 12 13 13 8 9 0 0 11 9 8 10 9 5 5 12 4 13 12 5 5 4 8 split_gain=0.402831 2.41881 2.98525 2.57346 2.37287 4.56213 3.83334 5.72825 5.23362 4.53268 3.5639 3.29332 2.73501 4.4625 5.77298 3.38986 3.30748 2.99518 2.36831 4.41146 3.2371 3.57499 2.69905 3.60101 2.50622 2.49226 2.26485 3.14738 2.62554 1.818 threshold=1.7100000000000002 5.3000000000000016 4.7000000000000011 1.1000000000000003 1.6600000000000006 1.5000000000000002 0.83333333333333337 2.1050000000000009 3.7000000000000006 2.5000000000000004 3.1000000000000005 5.1000000000000005 5.1000000000000005 350.00000000000006 475.00000000000006 0.50000000000000022 4.3000000000000016 6.9000000000000012 -1.1666666666666663 4.5000000000000009 1.1250000000000007 1.6350000000000005 3.1000000000000005 2.4150000000000009 2.3000000000000007 2.9000000000000008 1.1650000000000007 0.92500000000000027 1.8850000000000005 6.3000000000000016 decision_type=2 2 2 2 2 2 2 2 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 -1 12 7 10 11 -10 -7 -8 15 29 -15 17 -17 -6 19 20 24 -22 25 -24 -3 -21 27 -5 -28 -14 right_child=1 18 -4 26 5 6 8 -9 9 -11 -12 -13 13 14 -16 16 -18 -19 -20 22 21 -23 23 -25 -26 -27 28 -29 -30 -31 leaf_value=-1.4336926385149208e-05 0.0095993404291151892 -0.020953447452481753 0.018275368773701069 -0.0072092465276130252 -0.0034911585568830118 0.0049288935243131061 0.026824679443397947 0.026515123819090821 0.014376923124368005 -0.020621114316681295 -0.0064087120586453225 0.007573480359841624 -0.011426715814842902 0.031052458177398417 0.0035373365395686097 -0.0051313655281878838 -0.027402671094929717 0.016351062328322032 0.00088488196209081675 -0.0037517405734164909 0.010769142002229429 -0.0097767106967323464 -0.011555375297502998 0.005445452365862565 0.0023966268343259484 0.013204486421524981 -0.0047908512739384566 0.0043591499180926814 -0.00073177120907794374 0.0067046531769560779 leaf_weight=6579.0648538749665 16.927969321608543 7.4612585082650211 6.6232717782258979 27.839368663728237 52.147466503083706 81.259534403681755 20.972921043634415 8.8212593086063844 6.8238357380032522 6.5057656317949295 36.011575147509575 12.927146255969999 18.133424475789074 8.8752388507127744 30.265737019479275 15.018517851829531 9.9955233186483365 7.8815678209066382 1176.0446890369058 33.732595071196556 43.1892079859972 9.2553930878639203 73.478910706937313 13.232430357486008 9.2853918224573118 10.148620568215845 325.4671832472086 88.30381315946579 256.40448674559593 6.8599208444356909 leaf_count=19561 53 25 20 87 146 235 58 34 24 21 102 36 55 27 90 42 28 23 3715 106 142 28 225 51 35 31 950 276 771 20 internal_value=-1.8282e-06 -0.000365928 -0.00177271 -0.00195843 0.000108822 0.0026213 0.00593158 0.00320105 0.0132215 -0.00270454 0.00144735 0.0194836 -0.00122476 0.00345285 0.00977641 -0.00475233 -0.0140309 -0.000885956 0.000371871 -0.00264801 0.00347642 0.00714322 -0.0058929 -0.00896099 -0.0080067 0.000169808 -0.00223873 0.00158622 -0.0030022 -0.0064502 internal_weight=8998.96 2097.39 721.566 714.943 6901.56 322.499 173.322 126.092 47.2297 13.3296 117.271 33.9001 149.177 64.1343 39.141 85.0431 25.014 60.029 1375.83 199.784 69.1913 52.4446 130.593 86.7113 16.7467 43.8812 698.015 116.143 581.872 24.9933 internal_count=27017 6515 2157 2137 20502 941 510 371 139 45 337 94 431 192 117 239 70 169 4358 643 230 170 413 276 60 137 2084 363 1721 75 is_linear=0 shrinkage=0.03 Tree=907 num_leaves=31 num_cat=0 split_feature=5 5 2 4 7 2 13 4 5 6 12 12 12 13 6 13 0 0 4 8 5 6 8 13 5 9 12 5 11 10 split_gain=0.34653 2.13381 1.99326 4.02127 1.60045 1.58421 1.73726 1.89402 1.58181 1.7155 2.93732 6.36581 2.4881 3.53903 2.76048 3.2594 1.76853 1.74372 1.4668 1.09426 1.06166 5.6997 1.49225 1.49733 1.32366 2.53301 3.40826 1.86319 4.39546 1.61277 threshold=0.88500000000000023 0.8650000000000001 2.5000000000000004 1.9100000000000006 2.9000000000000004 1.3 2.5000000000000004 1.1550000000000007 0.92500000000000027 1.1000000000000003 1.9000000000000001 2.5000000000000004 1.7000000000000004 3.3000000000000007 1.7000000000000004 2.7000000000000006 200.00000000000003 525.00000000000011 1.8300000000000005 4.7000000000000002 0.93000000000000027 1.9000000000000001 4.5000000000000009 2.9000000000000008 0.97000000000000031 3.5000000000000004 1.9000000000000001 0.98000000000000043 1.0000000180025095e-35 0.83333333333333337 decision_type=2 2 2 2 2 2 2 2 2 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 18 6 -3 -8 9 10 19 -12 14 16 15 -11 -14 -15 -1 -2 21 22 -10 -24 25 26 -22 28 -26 -27 right_child=8 5 -4 -5 -6 -7 7 -9 20 12 11 -13 13 17 -16 -17 -18 -19 -20 -21 24 -23 23 -25 27 29 -28 -29 -30 -31 leaf_value=-0.00048300267248044233 -0.0097148286739656264 0.0084687503176929611 0.015497259954651163 -0.017949972379155649 0.01378723576499858 -0.015934607470324311 -0.021675289736694997 -0.0011249051735571158 -0.020511592127791346 0.0041040256772707255 0.036958382010624631 -0.00025474693777644968 -0.026739392155740678 -0.0011666996746388814 -0.0028237774785585166 0.033491412490200288 -0.006725621239883104 0.018081283134453556 0.014644510282772758 0.007694100287054674 -0.017984363494643728 0.020518102181621593 -0.013824213928755573 0.0067331430023841593 -0.015806469721923275 0.0083962948147782174 0.0025340186877201762 5.7624017284339854e-06 0.0039580696290167534 -0.0030172538760458154 leaf_weight=190.81586590781808 6.3222155421972293 7.9458789378404644 7.288382649421691 11.209206901490687 7.8506571501493445 13.325618691742418 6.2617374658584621 11.357317030429838 10.720549359917646 7.3723601251840609 8.2446595951914805 8.3042513951659185 5.1691806167364147 10.444319710135462 10.474186837673185 6.2987808883190155 17.18235245347023 7.126037970185279 5.9485574811696997 6.6860714703798294 10.202482745051382 5.9938344061374655 7.8243320211768133 5.3823564052581787 21.365255683660507 62.395376168191433 25.487847469747066 6931.00624060072 19.252015493810177 13.564524129033087 leaf_count=701 21 26 35 68 28 61 23 39 41 24 28 38 19 38 36 21 60 25 27 23 37 19 35 21 89 214 98 25002 71 49 internal_value=8.32444e-06 -0.0010634 6.69303e-05 -0.000454152 0.000504303 -0.00754805 -0.00317659 -0.00842842 4.72869e-05 0.00392133 0.00990005 0.0182848 0.00116307 -0.00343471 0.00876504 0.0176438 -0.0113542 0.00663974 -2.56696e-05 -0.000766891 -3.70351e-06 -0.0056428 -0.0121962 -0.00544611 2.01171e-05 0.00326075 -0.00333139 -3.17816e-05 -0.00643836 0.00635812 internal_weight=7468.82 262.003 223.113 215.824 204.615 38.8906 25.5649 17.6191 7206.82 93.6244 29.5572 16.5489 64.0672 39.9219 24.1453 13.6711 22.3515 17.5704 196.764 13.0083 7113.19 29.9211 23.9272 13.2067 7083.27 111.65 35.6903 6971.62 40.6173 75.9599 internal_count=27017 1008 859 824 756 149 88 62 26009 333 110 66 223 142 81 45 79 63 728 44 25676 116 97 56 25560 398 135 25162 160 263 is_linear=0 shrinkage=0.03 Tree=908 num_leaves=31 num_cat=0 split_feature=11 9 7 9 9 7 5 8 2 13 10 0 8 3 6 8 11 8 5 5 7 4 13 2 11 4 5 9 7 5 split_gain=0.384142 1.19937 1.47076 1.69531 1.94604 2.11959 1.3462 1.93773 1.27148 1.05829 0.86116 1.38967 0.944927 0.42241 2.80925 4.27289 3.66865 3.0589 4.1685 3.00388 2.76285 2.55476 2.52042 2.40481 2.34065 1.90593 1.76907 5.16801 7.69398 2.29272 threshold=2.1666666666666674 5.1000000000000005 1.5000000000000002 6.9000000000000012 6.5000000000000009 0.70000000000000007 1.5250000000000006 4.3000000000000016 1.5000000000000002 3.3000000000000007 1.0000000180025095e-35 350.00000000000006 4.7000000000000002 0.90000000000000013 1.3 2.5000000000000004 0.50000000000000022 5.7000000000000002 1.4650000000000007 0.98000000000000043 3.1000000000000005 2.2050000000000005 3.7000000000000006 1.1000000000000003 -1.4999999999999996 1.0150000000000006 0.78500000000000025 2.7000000000000006 1.5000000000000002 0.97000000000000031 decision_type=2 2 2 2 2 2 2 2 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 6 3 4 5 -3 7 -2 -5 -4 11 -8 -12 14 15 19 20 21 -19 -1 24 -17 23 -18 -16 -24 27 -15 -29 -28 right_child=1 2 9 8 -6 -7 10 -9 -10 -11 12 -13 -14 26 16 17 22 18 -20 -21 -22 -23 25 -25 -26 -27 29 28 -30 -31 leaf_value=0.004943702262667559 -0.011536068466438742 0.012294024920048387 0.0019333952124109138 -0.01652292600955246 0.0151033688465526 -0.0068246443814516866 -0.025316494676649374 0.011297939226545883 -0.0015348532106582522 0.017686570624697556 0.0041831013450353343 -0.0074196844783281915 -0.011392131502659251 -0.0036721186047313434 -0.010141308358054367 0.0023302633518622008 0.0011177797516009216 0.00033317035755822422 -0.010606121846962425 -0.02145975993573087 -0.018011404678445437 0.0218959052548422 0.0018708983820803502 -0.0074157664057032955 -0.00017491484094235967 -0.014396844290945348 -0.0040953317386913796 -0.00037695707483877177 0.054322762220781161 0.00018921258377770051 leaf_weight=5.596418201923373 5.5412028431892386 7.2133451253175762 8.7131672948598844 9.3961824178695696 8.3474967479705793 18.875218540430069 5.8366268873214784 8.4384758323430997 11.125665023922918 6.859632082283496 7.2153027951717359 11.797790654003618 6.8186067305505276 12.92474394477904 21.805399559438229 518.19365701451898 58.000908359885216 159.75861845910549 39.004620792344213 12.629159420728682 8.1432131230831128 6.0766983553767195 7.8416990935802451 60.956518344581127 774.33715086057782 37.376487135887146 114.60114500299096 4.8594991415739042 4.4187242537736893 5864.2147030327469 leaf_count=21 20 23 28 30 27 60 20 35 34 21 21 40 27 54 74 2008 184 848 180 41 37 49 26 229 2693 148 496 24 19 19500 internal_value=-5.8416e-06 -0.00171805 0.000734154 -0.00157191 0.00249563 -0.00153844 -0.00550695 0.0022471 -0.00839733 0.00887248 -0.0089299 -0.0133432 -0.00338438 1.99565e-05 -0.000396041 0.000993944 -0.00145993 0.00135557 -0.00181352 -0.0133522 -0.000625709 0.00255704 -0.00554674 -0.00325501 -0.000447883 -0.0115757 0.000138476 0.00859094 0.0256736 0.000107087 internal_weight=7826.92 116.179 70.5307 54.9579 34.4361 26.0886 45.648 13.9797 20.5218 15.5728 31.6683 17.6344 14.0339 7710.74 1709.72 741.259 968.461 723.034 198.763 18.2256 804.286 524.27 164.176 118.957 796.143 45.2182 6001.02 22.203 9.27822 5978.82 internal_count=27017 386 223 174 110 83 163 55 64 49 108 60 48 26631 6538 3147 3391 3085 1028 62 2804 2057 587 413 2767 174 20093 97 43 19996 is_linear=0 shrinkage=0.03 Tree=909 num_leaves=25 num_cat=0 split_feature=10 2 13 5 5 12 7 5 12 6 2 0 3 3 4 7 8 6 5 8 10 6 8 5 split_gain=0.405186 1.5179 1.67465 3.49225 1.8348 2.8023 3.32529 2.27614 2.20644 3.89377 1.22844 2.25669 1.18643 2.13674 2.74819 2.28167 1.50473 2.213 1.63999 1.31435 1.10204 0.855542 0.424465 0.00392334 threshold=-0.49999999999999994 1.0000000180025095e-35 5.1000000000000005 1.2350000000000008 0.99000000000000021 1.3000000000000003 2.1000000000000005 1.1450000000000007 2.7000000000000006 1.3 1.0000000180025095e-35 475.00000000000006 3.7000000000000006 3.3000000000000003 1.6600000000000006 1.5000000000000002 1.9000000000000001 1.9000000000000001 0.54500000000000015 5.9000000000000012 -1.1666666666666663 2.9000000000000004 3.7000000000000006 2.2850000000000006 decision_type=2 2 2 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 8 6 -6 -7 9 -3 11 -2 13 16 15 -15 17 -12 -18 22 -10 -5 -14 -24 right_child=10 2 3 21 5 7 -8 -9 20 -11 12 -13 19 14 -16 -17 18 -19 -20 -21 -22 -23 23 -25 leaf_value=-0.013532966161321915 0.020612391452330934 -0.002964793307130259 0.0060799868061369652 -0.00950664922238602 -0.007496571944597661 -0.0022283812459367729 0.013492010834597716 0.00070064519473941205 0.017710139579065032 0.0060023462676290062 -0.01073874436462675 -0.0017804685412545994 -0.0056210223950436452 -0.002349469103563435 0.022430310389325001 0.021512615253252914 0.015428203918134844 0.003737874660687133 -0.00015204506791621647 0.0011487118451609353 0.0059166278505623357 -0.0238851451681809 -0.023339747837629567 -0.02165574362819301 leaf_weight=7.1144291311502448 7.2230279743671444 80.904844224452972 10.295889943838121 7.506371930241583 69.480681344866753 269.15788476914167 7.5299497842788687 2115.5301529988647 12.050274416804315 94.471693128347397 27.925886400043964 9.2213283702731115 1.8581625297665576 18.428300485014923 8.3430042192339879 4.4839463829994193 6.0864345207810393 14.406393580138682 6190.2481436654925 6.0011925287544727 17.468457579612732 7.3921217322349548 2.0494571104645729 3.1725920811295509 leaf_count=23 21 237 29 22 199 778 21 6381 47 262 87 32 22 85 29 14 22 47 18495 28 61 24 13 38 internal_value=-1.6815e-06 0.000305875 0.000342451 -0.00735575 0.000415185 0.000188153 -0.00544435 0.000370048 0.00314284 0.00186562 -0.000133449 0.00805538 -0.000154882 -0.000136052 0.00768834 0.00232036 -0.000175251 -0.00581211 -0.000136741 -0.00918019 0.010731 -0.0166408 -0.017935 -0.0223167 internal_weight=8998.35 2698.9 2691.79 25.1944 2666.59 2461.7 77.0106 2384.69 204.895 175.377 6299.45 16.4444 6283 6269.92 31.2553 22.9122 6238.67 42.3323 6196.33 13.0814 29.5187 14.8985 7.08021 5.22205 internal_count=27017 8084 8061 75 7986 7379 220 7159 607 499 18933 53 18880 18779 128 99 18651 134 18517 101 108 46 73 51 is_linear=0 shrinkage=0.03 Tree=910 num_leaves=24 num_cat=0 split_feature=13 11 6 4 4 4 11 4 5 13 11 9 2 8 0 11 8 10 2 4 13 3 9 split_gain=0.340938 1.23908 1.23667 2.90342 0.994331 3.11991 1.18631 1.56334 0.925525 0.563132 2.22404 2.57922 3.06898 1.90769 1.69183 1.28193 0.709392 1.20221 2.79306 2.104 0.871288 3.04026 1.2716 threshold=5.3000000000000016 0.83333333333333337 3.3000000000000003 1.1150000000000007 1.6900000000000006 1.4950000000000008 -0.33333333333333309 1.0850000000000006 1.2650000000000006 4.7000000000000011 -0.83333333333333315 4.9000000000000012 0.90000000000000013 5.3000000000000016 350.00000000000006 -1.1666666666666663 2.5000000000000004 -0.49999999999999994 1.5000000000000002 0.75500000000000023 3.9000000000000008 1.5000000000000002 1.9000000000000001 decision_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 4 9 -4 5 6 7 -2 -8 16 14 12 -12 -13 -11 -16 17 18 -1 -19 22 -22 -18 right_child=1 -3 3 -5 -6 -7 8 -9 -10 10 11 13 -14 -15 15 -17 20 19 -20 -21 21 -23 -24 leaf_value=-0.0011281737245881357 0.014429059649220555 -0.0155419247252204 0.0193455723198298 -0.0070363359508544745 -0.013300459397091803 0.020313403241227431 -6.2073547715814882e-05 -0.0046129873147025 -0.015902671435446891 -0.0005941980054697375 0.011696420000805495 -0.0022921150611754965 -0.001995147329433628 -0.019184777692121478 0.006571262942166969 0.024910904081313523 0.0069662843370421603 0.006349912654868217 0.017502039627686226 -0.0047640341053240285 -0.0026722388337956813 0.0022368152879825606 9.113391691815857e-05 leaf_weight=41.895314313471317 6.1475132852792767 5.7812060341238967 9.1229670941829664 6.379958674311637 4.9792898893356314 6.2388443648815146 5.578761592507365 10.521594136953352 8.1974849849939329 7.631258592009547 24.641540929675102 19.825567856431011 36.647538170218468 8.6381141841411573 6.049609750509263 7.9223628789186451 24.301715549081564 17.614265099167824 8.7561763525009138 118.22984527796507 365.58143439143896 164.69239699840546 6553.081101462245 leaf_count=160 20 24 25 26 22 22 22 38 30 26 78 67 131 34 20 27 82 66 35 442 1314 581 23725 internal_value=8.13695e-06 -0.00252688 2.43441e-05 0.00848856 -0.00072092 0.00098655 -0.0029739 0.00240966 -0.00948794 6.62481e-06 0.00212391 4.38738e-05 0.00350961 -0.00741867 0.0107656 0.0169702 -2.56987e-05 -0.00185214 0.00209245 -0.00332294 2.22248e-05 -0.00114759 0.000116536 internal_weight=7468.46 47.4447 7421.01 15.5029 41.6635 36.6842 30.4454 16.6691 13.7762 7405.51 111.356 89.7528 61.2891 28.4637 21.6032 13.972 7294.15 186.496 50.6515 135.844 7107.66 530.274 6577.38 internal_count=27017 178 26839 51 154 132 110 58 52 26788 383 310 209 101 73 47 26405 703 195 508 25702 1895 23807 is_linear=0 shrinkage=0.03 Tree=911 num_leaves=31 num_cat=0 split_feature=2 4 7 5 5 5 3 7 5 8 7 4 4 11 9 4 0 4 9 3 12 5 5 13 6 8 10 3 4 4 split_gain=0.382821 2.06045 1.50101 3.91826 3.62487 3.81117 3.00201 2.91082 2.68827 4.7728 4.81803 3.34059 5.08737 2.12355 1.5616 1.3106 1.0731 0.761133 3.04717 1.48761 0.767998 2.64339 1.8389 2.17453 0.804444 3.95232 3.04028 0.773712 2.10651 0.744634 threshold=2.3000000000000003 1.3450000000000006 1.5000000000000002 1.2950000000000006 1.6050000000000004 1.9350000000000005 0.90000000000000013 0.90000000000000013 1.1850000000000007 4.7000000000000002 1.9000000000000001 1.6400000000000006 1.7300000000000004 0.83333333333333337 3.9000000000000004 1.5350000000000008 525.00000000000011 2.5950000000000011 6.9000000000000012 1.7000000000000004 5.1000000000000005 2.0750000000000011 2.265000000000001 1.7000000000000004 0.3000000000000001 7.1000000000000005 -1.1666666666666663 0.3000000000000001 1.8550000000000004 1.8900000000000006 decision_type=2 2 2 2 2 2 2 2 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 16 3 6 13 -6 -3 -8 9 14 -11 15 -13 -5 -4 -10 -2 20 19 -19 24 -22 -23 -24 25 26 -1 28 -26 -29 right_child=1 2 8 4 5 -7 7 -9 11 10 -12 12 -14 -15 -16 -17 -18 18 -20 -21 21 22 23 -25 27 -27 -28 29 -30 -31 leaf_value=-0.020472654108132128 -0.025333282068482638 -0.019344758441158107 0.017027046188544802 0.0073868560901399422 -0.0082647268742534873 0.0012096481949456634 0.013967984970034424 -0.0095296426172793401 -0.0049072863091876662 0.018906033800948262 -0.012732039038524117 0.024441383260384676 3.3255468863539877e-05 -0.0042437082931427441 0.042927655521695716 -0.021806879414308637 -0.0051571072312477356 -0.015991931758291871 0.031485562306312199 0.010542011861665144 0.021734883495441691 -0.013392310853261794 -0.008218589212784868 0.0097121718191651978 -0.003705696246143423 0.019682047527433959 -0.0025299309792280716 0.00016123667485170039 0.013239148622030647 -0.0010894798393104848 leaf_weight=9.6940077915787679 4.4916771873831731 18.408253557980061 4.4353463202714938 63.263950297608972 69.1751324608922 85.369848817586899 6.4614914152771261 17.857882637530565 9.3048630803823489 7.9867062997072962 9.4669669326394779 8.3848918229341489 92.127254951745272 18.19139003008604 3.9705336093902588 7.4263984709978095 5.0286204293370247 3.7791868615895492 3.4107595980167389 3.8276563435792923 6.4605460017919532 6.6173749417066565 8.8149566352367419 19.670277051627636 95.844310276210308 6.4524447135627261 68.959523428231478 6696.8709475472569 7.0913678258657447 457.6983549259603 leaf_count=42 21 153 27 346 310 308 45 136 35 69 91 30 578 93 20 33 23 34 13 18 20 20 29 77 378 30 281 21626 39 2092 internal_value=-5.83141e-06 -0.000874578 -0.000563089 -0.00184535 -0.000331878 -0.00303113 -0.0102048 -0.00328648 0.00193444 0.0106897 0.00174537 3.35956e-06 0.00206942 0.00478941 0.0292612 -0.0124084 -0.0146762 4.48414e-05 0.00792408 -0.00264043 3.30851e-05 0.00409959 0.000853858 0.00416337 1.00665e-05 -0.00288966 -0.00474136 4.40705e-05 -0.00253834 8.12247e-05 internal_weight=7826.54 431.351 421.831 278.728 236 154.545 42.7276 24.3194 143.103 25.8596 17.4537 117.243 100.512 81.4553 8.40588 16.7313 9.5203 7395.19 11.0176 7.60684 7384.17 41.5632 35.1026 28.4852 7342.61 85.106 78.6535 7257.5 102.936 7154.57 internal_count=27017 2318 2274 1391 1057 618 334 181 883 207 160 676 608 439 47 68 44 24699 65 52 24634 146 126 106 24488 353 323 24135 417 23718 is_linear=0 shrinkage=0.03 Tree=912 num_leaves=25 num_cat=0 split_feature=5 10 4 5 3 5 0 4 7 9 8 0 5 0 4 10 7 11 4 10 12 11 0 8 split_gain=0.399141 3.15348 2.36215 3.12257 2.15921 1.89812 2.87983 2.1201 3.64793 3.20084 1.88051 4.05922 2.27419 1.88507 3.92684 2.66503 1.73497 2.04364 0.919776 0.862564 1.20495 2.02739 0.905279 0.468844 threshold=2.1250000000000009 -2.1666666666666656 0.88500000000000023 2.3150000000000008 3.5000000000000004 2.0250000000000008 525.00000000000011 1.3150000000000006 1.3 6.7000000000000002 7.9000000000000012 350.00000000000006 2.475000000000001 200.00000000000003 1.3050000000000008 2.1666666666666674 0.70000000000000007 0.83333333333333337 1.7850000000000004 -3.1666666666666661 5.700000000000002 0.33333333333333326 875.00000000000011 5.9000000000000012 decision_type=2 2 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 23 3 -3 5 19 7 9 -9 -7 13 -12 -13 14 -4 -15 18 -18 -8 -1 22 -22 -21 -2 right_child=1 2 10 -5 -6 6 16 8 -10 -11 11 12 -14 15 -16 -17 17 -19 -20 20 21 -23 -24 -25 leaf_value=-0.0098402365047994093 0.022316369718612929 0.025877738377049608 -0.0065025445954490987 -0.0024131003536872861 0.016540483638019018 -0.012175711978635607 -0.024241017091862285 -0.0027020719408746645 0.0087916583583721418 0.0047455791764965619 -0.012381705694319659 0.01904539524969473 -0.0018301541071854388 -0.00069426812567485361 0.013138634001446487 -0.022446241265987217 -0.0024008076201933342 -0.018061124176068429 -0.0070076417019306622 -5.1529512313142519e-05 0.021662252915990172 -0.0018369581722731158 0.0018904479030551892 0.010401929600091703 leaf_weight=8.0000108778476697 5.6576032787561399 7.4576790332794172 14.50273361802101 6.6353312507271767 7.0531042814254752 28.807006478309631 8.4025746136903745 67.279450118541718 39.409869477152824 15.460637688636778 7.2320680618286159 17.098517537117008 6.4754110425710669 419.38730265758932 24.87315259873867 5.1313111633062354 33.842735305428505 9.6348484456539136 4.1708557456731787 8019.5249617397785 6.152230352163313 7.137878805398941 222.02243333309889 6.263216607272625 leaf_count=24 19 30 54 35 27 112 43 233 119 63 23 53 21 1693 80 21 116 34 14 23309 26 24 823 21 internal_value=-1.94619e-06 0.000804248 0.000446894 0.0125577 -5.14686e-05 -6.52853e-05 -0.00290266 -0.000746517 0.00154359 -0.00626589 0.000101881 0.00727948 0.0133112 -0.000374765 0.00590449 -0.000957192 -0.00870958 -0.00587121 -0.0185244 5.79908e-06 1.53412e-05 0.00904125 7.86216e-07 0.0160565 internal_weight=8997.61 520.714 508.794 14.093 8476.9 8469.85 207.008 150.957 106.689 44.2676 494.7 30.806 23.5739 463.895 39.3759 424.519 56.051 43.4776 12.5734 8262.84 8254.84 13.2901 8241.55 11.9208 internal_count=27017 2050 2010 65 24967 24940 734 527 352 175 1945 97 74 1848 134 1714 207 150 57 24206 24182 50 24132 40 is_linear=0 shrinkage=0.03 Tree=913 num_leaves=12 num_cat=0 split_feature=8 8 9 5 0 5 13 5 13 5 9 split_gain=0.349456 0.569422 0.862959 0.556881 1.91008 0.740093 2.30167 0.715737 5.97845 1.76338 0.432041 threshold=1.1000000000000003 1.7000000000000004 4.3000000000000016 0.62500000000000033 475.00000000000006 0.67500000000000016 3.7000000000000006 0.74500000000000033 2.5000000000000004 0.79500000000000004 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 -2 4 -3 6 -5 8 -7 -9 -1 right_child=1 3 -4 5 -6 7 -8 9 -10 -11 -12 leaf_value=0.00099541478142910829 0.01132707747995767 -0.015549290061430287 -0.00076519150578131985 -0.0042092612460361703 0.0043179246009494403 0.016659739017343408 0.02225132800064011 0.0055839964994805879 -0.01222192363430385 -1.6949878258340687e-05 -0.012033088787274706 leaf_weight=4.3665340691804868 10.010043591260912 8.4870159178972262 11.315908715128897 6.7100255638360959 8.9463386088609678 8.8358772695064527 5.2919406294822693 50.942064635455608 23.892436936497688 7324.4837351739407 4.8187514543533325 leaf_count=20 32 38 36 28 39 33 18 190 98 26462 23 internal_value=8.40399e-06 1.56055e-05 0.00491072 1.5696e-06 -0.00535396 1.41522e-05 0.00745782 2.0927e-06 -0.00442455 2.17359e-05 -0.00583955 internal_weight=7468.1 7458.92 21.326 7437.59 17.4334 7420.16 12.002 7408.15 32.7283 7375.43 9.18529 internal_count=27017 26974 68 26906 77 26829 46 26783 131 26652 43 is_linear=0 shrinkage=0.03 Tree=914 num_leaves=11 num_cat=0 split_feature=5 5 12 5 4 11 5 9 5 5 split_gain=0.377639 0.461418 2.02214 0.818264 1.74446 0.550929 1.61179 1.84241 0.444605 0.475867 threshold=3.2250000000000001 2.9150000000000005 4.3000000000000016 2.8350000000000004 1.4950000000000008 -2.8333333333333326 2.1350000000000011 5.9000000000000012 2.7950000000000004 2.725000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 6 7 -1 9 -7 right_child=-2 2 -4 4 -6 8 -8 -9 -10 -11 leaf_value=0.0090098624724787128 -0.0068674741340575603 0.017214244747134861 -0.003676554967062283 0.0062659915234626372 -0.016719945405660925 -7.8833526238479244e-06 0.017395212255315141 -0.011970981316282962 0.0072472610982646894 -0.005267004818971425 leaf_weight=8.2767127379775065 7.2120202183723441 7.077075898647311 10.151963621377943 4.8934009298682195 7.5659784376621246 7744.2459009774029 6.414783112704753 6.9132282286882392 7.5873695947229853 15.51569804549217 leaf_count=25 24 27 36 20 24 26738 25 21 26 51 internal_value=-5.7822e-06 5.47119e-07 0.00490464 -1.02833e-05 -0.00769226 2.00492e-06 0.00478601 -0.000538915 -1.13017e-05 -1.8399e-05 internal_weight=7825.85 7818.64 17.229 7801.41 12.4594 7788.95 21.6047 15.1899 7767.35 7759.76 internal_count=27017 26993 63 26930 44 26886 71 46 26815 26789 is_linear=0 shrinkage=0.03 Tree=915 num_leaves=31 num_cat=0 split_feature=4 8 13 13 10 5 9 5 5 5 11 4 2 10 5 12 13 13 8 9 0 0 11 9 8 2 11 7 0 9 split_gain=0.40601 2.30035 2.87218 2.45944 2.29588 4.2651 3.78306 10.2964 2.89628 2.7391 2.34396 2.27738 4.38373 3.70524 5.42328 5.0046 4.35063 3.42736 3.16366 2.62549 4.28309 5.47321 3.26689 3.17832 2.88323 2.24382 1.9826 1.87103 1.8262 3.1944 threshold=1.7100000000000002 5.3000000000000016 4.7000000000000011 1.1000000000000003 -1.1666666666666663 1.4550000000000007 4.3000000000000016 1.5950000000000004 1.6350000000000005 1.3350000000000006 0.83333333333333337 1.6600000000000006 1.5000000000000002 0.83333333333333337 2.1050000000000009 3.7000000000000006 2.5000000000000004 3.1000000000000005 5.1000000000000005 5.1000000000000005 350.00000000000006 475.00000000000006 0.50000000000000022 4.3000000000000016 6.9000000000000012 0.70000000000000007 1.1666666666666672 1.1000000000000003 475.00000000000006 8.9000000000000021 decision_type=2 2 2 2 2 2 2 2 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 -2 5 9 8 -8 -7 10 -3 -1 19 14 17 18 -17 -14 -15 22 -21 -22 24 -24 -13 -5 -27 -11 29 -6 right_child=1 4 -4 25 28 6 7 -9 -10 27 -12 12 13 15 -16 16 -18 -19 -20 20 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-1.1457606089929573e-05 0.0093834279813478205 -0.003255595258773196 0.017964348636047865 -0.019059627207512718 0.0026117753569695995 0.015315003087160571 -0.028696788919557598 -0.0039554313867762661 -0.0091359209375747388 0.00032072981966340547 0.013914304031368428 -0.0034152015169306069 0.0048339519563120031 0.026304204064302363 0.025706469241061753 0.014081956653842095 -0.020240121066634326 -0.0062841705732501942 0.0074324178987150678 -0.0063345634138690463 0.03018270883850081 0.0034718969414589082 -0.0050489996114244295 -0.026891884743857571 0.016076132212565875 -0.0026004988335687051 0.002455917895395723 0.017948955820770354 -0.00010107137809120892 -0.018551776802030944 leaf_weight=6578.0057347565889 16.90997676551342 50.26303443685174 6.5971416234970084 7.0291696786880484 459.56573386862874 11.619260281324388 18.640929512679577 80.569387748837471 6.9788188338279715 8.6427689492702502 8.3436549678444845 52.14193519949913 81.230255752801895 20.965054512023926 8.9023212939500791 6.8368204310536367 6.4689502790570259 36.019050464034081 12.922711819410322 24.959036387503147 8.9436137527227384 30.276680201292038 15.015608668327333 9.9804103970527631 7.859869271516799 611.97539824992418 78.772968575358391 14.526905782520769 709.45560487359762 6.509737651795148 leaf_count=19561 53 181 20 21 1379 36 55 245 21 26 31 146 235 58 34 24 21 102 36 75 27 90 42 28 23 1827 236 48 2313 23 internal_value=-1.85967e-06 -0.000367494 -0.00173963 -0.00192151 0.000352228 -0.00262272 -0.00627655 -0.00860416 0.00613994 0.00264104 -0.000811169 0.000109221 0.00257052 0.0058151 0.00313243 0.0129861 -0.00260462 0.00141846 0.0191077 -0.00119971 0.00338046 0.00956291 -0.00465806 -0.0137704 -0.000861956 -0.00219548 -0.00202386 0.0113733 0.000857323 0.00231618 internal_weight=8996.93 2096.4 721.285 714.688 1375.12 199.585 117.808 99.2103 18.5981 81.7764 58.6067 6900.53 322.522 173.345 126.152 47.1935 13.3058 117.249 33.8878 149.177 64.1793 39.2203 84.9978 24.996 60.0018 697.778 690.748 23.1697 1175.53 466.075 internal_count=27017 6515 2157 2137 4358 643 357 300 57 286 212 20502 941 510 371 139 45 337 94 431 192 117 239 70 169 2084 2063 74 3715 1402 is_linear=0 shrinkage=0.03 Tree=916 num_leaves=31 num_cat=0 split_feature=5 5 3 13 13 5 10 8 7 13 0 5 0 5 7 13 9 11 7 5 6 8 6 5 9 3 5 11 4 9 split_gain=0.339965 2.0627 3.06328 1.86873 3.69583 3.27417 3.13962 2.98081 2.96394 7.97999 2.46486 1.90595 1.53813 1.50968 1.686 3.47966 1.8307 2.69216 1.48498 1.02175 5.48618 1.46219 1.49122 1.27616 2.43785 3.33646 1.78894 4.27284 1.54522 1.32763 threshold=0.88500000000000023 0.8300000000000004 0.3000000000000001 2.5000000000000004 3.7000000000000006 0.81000000000000016 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 2.3000000000000007 200.00000000000003 0.67500000000000016 350.00000000000006 0.92500000000000027 0.70000000000000007 1.9000000000000001 2.3000000000000003 0.50000000000000022 2.5000000000000004 0.93000000000000027 1.9000000000000001 4.5000000000000009 1.1000000000000003 0.97000000000000031 3.5000000000000004 1.1000000000000003 0.98000000000000043 1.0000000180025095e-35 1.0750000000000008 3.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 8 6 11 10 -8 9 12 -5 -6 -1 14 -2 -16 -17 -18 -4 20 21 -15 -23 24 25 -21 27 -25 -26 -28 right_child=13 2 18 4 5 -7 7 -9 -10 -11 -12 -13 -14 19 15 16 17 -19 -20 23 -22 22 -24 26 28 -27 29 -29 -30 -31 leaf_value=-0.0059582226198600383 -0.0090141698517949616 -0.024904590110270998 -0.0022196210941081819 -0.02629708580730231 0.01296559086895035 0.027247296806646448 -0.0042558170784719809 0.014032547558344724 -0.014657599430703513 0.030950319730540885 -0.00713979859719319 -0.0024107943611945989 0.0067235549710172645 -0.020326243882016117 0.026312177424407363 -0.01243886483585482 0.0017628690406038812 0.016074696712502057 -0.019253685517791216 -0.009845025263707426 0.019991919429659097 -0.015830047943798581 0.0043830555974130499 -0.015628894226655064 -0.0028062043989594992 0.009555148520285205 0.0016425820067882283 0.0038959213818243808 0.0082529845971902431 -9.9175182411189152e-05 leaf_weight=14.978123441338537 8.3775109797716123 6.2699726372957221 81.235081098973751 7.3050812035799018 10.950778521597384 5.8016508966684333 25.477875672280788 11.706415489315985 5.7365715205669394 10.664621338248251 35.030650906264782 21.498207166790962 20.237071357667446 10.601919174194341 6.4292493984103194 6.0911181569099417 58.003604739904404 14.859583228826521 4.8828924745321265 23.563547968864441 6.0366281270980826 6.3384459875524026 6.8185375928878784 21.162784308195114 13.913425296545027 12.062809452414511 419.22018563374877 19.27549920976162 62.218422740697861 6511.1410503964871 leaf_count=54 32 29 303 29 40 19 97 48 28 36 147 78 79 41 21 23 204 53 21 92 19 30 26 89 45 43 1440 71 218 23562 internal_value=8.41736e-06 -0.00105359 -0.00465944 0.000913137 -0.00117294 0.00648969 -0.00485881 0.00150175 0.00567283 0.00821484 -0.0104454 0.00277838 0.0013296 4.69965e-05 0.00382889 0.005089 0.0033608 0.0046816 -0.00318545 -2.8596e-06 -0.00554665 -0.0120354 -0.00535471 2.04625e-05 0.00320086 -0.00327628 -3.05266e-05 -0.00632211 0.00623187 6.18437e-06 internal_weight=7467.89 261.775 92.3879 169.387 117.771 38.2506 79.52 37.1843 51.6164 45.8798 42.3357 32.449 35.2152 7206.11 93.7611 85.3836 78.9543 72.8632 86.118 7112.35 29.7955 23.7589 13.157 7082.56 111.758 35.6264 6970.8 40.4383 76.1318 6930.36 internal_count=27017 1008 353 655 458 137 321 145 197 169 176 118 133 26009 333 301 280 257 324 25676 116 97 56 25560 398 135 25162 160 263 25002 is_linear=0 shrinkage=0.03 Tree=917 num_leaves=19 num_cat=0 split_feature=11 5 11 2 2 8 5 12 6 5 11 8 8 8 8 8 13 4 split_gain=0.38145 1.88545 0.758207 1.78748 2.13438 1.7725 1.38604 1.28217 0.407993 3.13034 3.06219 2.9143 2.84284 1.41557 1.01523 1.80105 1.63977 1.03862 threshold=3.1666666666666674 2.3250000000000011 2.1666666666666674 0.70000000000000007 0.90000000000000013 5.5000000000000009 1.5950000000000004 3.7000000000000006 0.70000000000000007 2.4650000000000003 -0.83333333333333315 5.1000000000000005 6.9000000000000012 5.3000000000000016 10.100000000000001 9.3000000000000025 2.5000000000000004 1.3350000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 8 -4 -5 7 -7 -6 9 10 11 -1 -12 -11 15 17 -17 -10 right_child=1 -3 3 4 5 6 -8 -9 14 13 12 -13 -14 -15 -16 16 -18 -19 leaf_value=0.0078745447860225169 -0.0043946293293043136 0.017881898518880703 0.0079747215589549125 -0.016397790805407316 0.0054097923629911294 0.0050060588210494158 -0.013422247790289768 -0.0036874767419887312 -0.00029762615612652718 -0.00425936926510289 -0.0019745779398128217 -0.0010895765007370793 0.0044767675828341277 -0.021720510425944153 0.011109743997300119 -0.021339296627470885 -0.00021011692308392198 0.0004394069512679071 leaf_weight=71.798984885215759 8.1666111499071103 5.8826665729284278 12.637635990977286 11.088069409132002 25.829631105065346 4.6549488864839104 17.417246755212545 30.29972317814827 3184.8673063889146 7.9295176640152958 542.9062439892441 59.849135680124164 69.32419453933835 8.8335899487137777 7.5180684700608245 6.7422698121517879 6.4854352455586195 3743.2840121220797 leaf_count=247 25 20 39 34 83 23 66 96 9791 26 2277 285 417 31 32 38 34 13453 internal_value=-5.89463e-06 0.00493292 -1.47773e-05 -0.00258528 -0.00407989 -0.00233336 -0.00953578 0.000498909 1.92071e-05 -0.000640424 -0.00035152 0.00379933 -0.00124408 -0.0134608 9.14118e-05 7.9478e-05 -0.0109798 0.000100593 internal_weight=7825.52 14.0493 7811.47 101.927 89.2896 78.2015 22.0722 56.1294 7709.54 760.642 743.879 131.648 612.23 16.7631 6948.9 6941.38 13.2277 6928.15 internal_count=27017 45 26972 341 302 268 89 179 26631 3283 3226 532 2694 57 23348 23316 72 23244 is_linear=0 shrinkage=0.03 Tree=918 num_leaves=27 num_cat=0 split_feature=10 2 13 5 5 12 7 5 12 6 9 3 3 4 7 9 8 6 10 5 8 2 4 10 8 5 split_gain=0.399978 1.46379 1.61451 3.40034 1.75899 2.70003 3.19332 2.18485 2.15514 3.74208 1.59049 1.20112 2.00251 2.59887 2.18698 2.77672 1.46387 2.14163 2.44605 1.58251 1.23688 1.22889 1.18531 1.07173 0.422775 0.00370069 threshold=-0.49999999999999994 1.0000000180025095e-35 5.1000000000000005 1.3650000000000007 0.99000000000000021 1.3000000000000003 2.1000000000000005 1.1450000000000007 2.7000000000000006 1.3 3.7000000000000006 3.7000000000000006 3.3000000000000003 1.6600000000000006 1.5000000000000002 5.9000000000000012 1.9000000000000001 1.9000000000000001 1.0000000180025095e-35 0.54500000000000015 5.9000000000000012 1.0000000180025095e-35 1.1150000000000007 -1.1666666666666663 3.7000000000000006 2.2850000000000006 decision_type=2 2 2 2 2 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 10 8 6 -6 -7 9 -3 -4 12 16 14 15 -14 17 22 -19 -18 24 -21 -2 -10 -13 -26 right_child=11 2 3 -5 5 7 -8 -9 23 -11 -12 20 13 -15 -16 -17 19 18 -20 21 -22 -23 -24 -25 25 -27 leaf_value=-0.013316839933427539 -0.015003354322559288 -0.0029120967199997285 -0.0083077223766480478 -0.020756531335807328 -0.0073566428201807827 -0.0021780225730682213 0.013216301481399222 0.00069154591089045021 0.017521809473437681 0.0058798190095440206 0.011190832257464652 -0.0055513881697915402 0.0057847624792970445 0.021768125456012307 0.020956895691397765 -0.019035262987408305 0.01522280044622946 0.014811721243819317 -0.010032003786204944 0.0080826842077829711 0.00065585143566399755 -0.0001500759642370289 -0.0019267534659392798 0.0058584072380501563 -0.023276518235619839 -0.021627561637107006 leaf_weight=7.0820539444684973 18.417423501610759 80.895160973072052 7.2795640081167239 10.040460437536238 69.384648323059082 269.18503401428461 7.5269854366779319 2115.4056479036808 11.951555304229261 94.429969236254692 7.7984413504600525 1.850862754508851 12.371239662170419 8.3669109195470792 4.509564369916915 6.0359221696853629 6.0496523305773726 7.9526901990175229 6.4673678576946259 16.361000090837479 6.0962000638246536 6189.2892495207489 9.4342834651470167 17.433017373085022 2.0241019502282143 3.1023501269519329 leaf_count=23 58 237 21 32 199 778 21 6381 47 262 22 22 51 29 14 34 22 24 23 52 29 18495 29 61 13 38 internal_value=-1.37492e-06 0.000304226 0.000340069 -0.00723017 0.000411389 0.000189173 -0.00534326 0.000367614 0.00308339 0.00182322 0.00177706 -0.000132305 -0.00011341 0.00745782 0.00223312 -0.00235401 -0.000151283 -0.00571512 0.00366936 -0.00011342 -0.00921611 -0.000128371 -0.0105739 0.0106023 -0.0178414 -0.0222786 internal_weight=8996.74 2698.41 2691.33 25.1185 2666.21 2461.5 76.9116 2384.59 204.71 175.325 15.078 6298.33 6285.26 31.2836 22.9167 18.4072 6253.97 42.2718 14.4201 6211.7 13.0735 6205.65 27.8517 29.3846 6.97731 5.12645 internal_count=27017 8084 8061 75 7986 7379 220 7159 607 499 43 18933 18831 128 99 85 18703 134 47 18569 102 18547 87 108 73 51 is_linear=0 shrinkage=0.03 Tree=919 num_leaves=31 num_cat=0 split_feature=8 0 4 2 6 6 6 9 4 6 6 4 8 10 6 2 8 7 8 4 7 4 13 6 8 8 5 4 5 7 split_gain=0.334403 1.55855 2.1839 2.97692 3.58104 5.80529 3.34298 3.573 2.42613 1.90061 2.11988 1.87098 2.74801 2.66037 3.91994 2.00576 2.20688 1.92931 1.64716 1.53845 1.34758 2.06841 0.845775 0.723467 1.72664 0.698261 4.8352 2.90551 2.85688 1.06022 threshold=2.9000000000000004 350.00000000000006 1.1250000000000007 0.90000000000000013 2.1000000000000005 1.7000000000000004 0.90000000000000013 2.7000000000000006 1.3750000000000007 1.5000000000000002 1.1000000000000003 1.6400000000000006 2.7000000000000006 0.83333333333333337 2.3000000000000003 2.1000000000000005 2.5000000000000004 1.3 2.7000000000000006 0.8650000000000001 1.9000000000000001 1.2050000000000007 5.9000000000000012 1.0000000180025095e-35 5.7000000000000002 3.3000000000000003 2.0450000000000008 1.1250000000000007 1.1050000000000006 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 -5 -8 20 10 -10 12 15 14 -14 16 -3 -15 -13 -6 21 -4 23 24 -2 26 28 -28 -25 -27 right_child=22 11 8 6 19 -7 7 -9 9 -11 -12 18 13 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 29 27 -29 -30 -31 leaf_value=0.0022402619998216676 -0.016161530409546744 0.00021941878406998475 -0.0061190834509785522 0.012319992216476457 -0.018339344858090585 0.03212853689539677 0.0089003178047817842 -0.014661679057531388 0.0056332436802111648 0.011552105522796778 -0.020764837750872196 0.0011183135064839163 -0.003810183470472532 0.019478026562188343 -0.024295550615603269 -0.015533457207796387 0.007013190169224877 -0.0028067570044452601 0.023308339191909548 0.0028142125745222566 -0.0015179286600394905 -0.021792991074084372 0.0092149651521129614 0.005735073503537998 0.0070560054208098164 -0.006819988358767454 0.024219632454165502 0.0057051523712294298 -0.00084682654757452605 3.1177081806441853e-06 leaf_weight=18.053667694330219 7.5146694704890233 127.6516422778368 13.358824715018274 7.571187511086463 6.0929340869188291 8.6516001075506193 7.3453953191637984 27.394921243190765 5.5523687899112719 8.4516174644231779 5.401107594370842 6.1456502079963666 78.602273613214493 6.8367380201816541 9.4137101471424085 5.7093437612056723 64.917173966765404 7.1563819348812103 5.9019399210810661 6.2872142642736435 8.4968673884868604 17.509085826575756 9.0677609890699369 72.055947959423065 4.6769681498408318 20.56068280339241 11.701839566230772 21.915456861257553 336.62490044534206 6530.9712005220354 leaf_count=62 42 464 51 29 22 27 29 103 20 29 20 21 273 22 33 23 219 24 22 21 32 75 36 238 29 89 44 84 1117 23717 internal_value=7.72612e-06 -0.000782721 -0.00341093 -0.000229012 0.00574028 0.011923 -0.00574317 -0.0096798 -0.00781792 0.000863624 -0.00738353 0.000396743 -6.83366e-05 -0.00406944 -0.00600119 0.00199013 0.00250968 0.00808111 0.0119889 -0.00759659 -0.0120975 -0.0150097 5.87131e-05 4.68624e-05 -0.0072548 5.95906e-05 0.00121327 0.0121499 0.000313651 -1.82953e-05 internal_weight=7467.59 452.502 140.167 81.3969 39.0854 26.7053 42.3115 34.7403 58.7699 19.4051 10.9535 312.335 300.287 102.009 88.016 198.278 192.569 13.9931 12.0476 12.3801 39.3648 30.8679 7015.09 7006.02 12.1916 6993.83 442.298 33.6173 408.681 6551.53 internal_count=27017 1621 520 293 132 89 161 132 227 69 40 1101 1058 352 306 706 683 46 43 43 158 126 25396 25360 71 25289 1483 128 1355 23806 is_linear=0 shrinkage=0.03 Tree=920 num_leaves=31 num_cat=0 split_feature=0 0 4 9 11 4 4 11 13 2 3 4 6 5 7 2 12 4 5 7 5 12 8 6 5 3 8 10 12 11 split_gain=0.378621 1.95054 3.3595 2.79196 4.61094 2.41599 3.82502 2.16618 2.80785 2.50886 2.09353 1.86547 2.34382 3.57944 3.31769 1.9352 2.57527 1.94142 1.85147 2.55858 5.77154 2.83451 2.772 1.92898 3.19351 3.22239 2.30599 2.95089 2.64132 2.09321 threshold=575.00000000000011 525.00000000000011 0.73500000000000032 2.3000000000000003 0.33333333333333326 2.055000000000001 1.6000000000000008 1.0000000000000002 4.9000000000000012 2.7000000000000006 1.1000000000000003 1.2250000000000005 1.3 2.1050000000000009 0.50000000000000011 0.3000000000000001 1.1000000000000003 1.3650000000000009 1.2250000000000008 1.3 1.1050000000000006 1.5000000000000002 5.1000000000000005 1.7000000000000004 1.1850000000000007 1.1000000000000003 5.5000000000000009 -1.0000000180025095e-35 2.1000000000000005 0.33333333333333326 decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 -5 11 9 10 -9 12 14 -14 -1 16 -13 -17 19 20 21 -2 -23 24 25 -21 28 -28 -25 -26 right_child=18 2 3 5 -6 -7 -8 8 -10 -11 -12 15 13 -15 -16 17 -18 -19 -20 23 -22 22 -24 26 29 -27 27 -29 -30 -31 leaf_value=0.0074232801927533688 0.016333115877107052 -0.018052967031917923 -0.0037827534537119654 -0.0019433101658701297 0.030558643616858325 -0.016440907351258201 0.0035190335082166554 -0.0077855219466958885 0.015277148249928865 0.0096641894061994735 -0.0015583957264976034 -0.0089700363324207184 0.0025329075551907628 -0.0053502591960928568 -0.00094410260860127056 -0.0014266481907870166 0.013213918616509621 0.00027250927183208586 0.0010483740120448861 -0.00051023516972491386 -0.013398099900660664 -0.010051272577289548 0.0048927461365744348 0.0077293710480156892 0.0030684806129318708 -0.013193661068231066 0.00090290852656158742 0.030806553184869974 -0.0078509180664838064 0.025501267403830748 leaf_weight=46.225474521517754 9.1141855493187887 10.682374864816664 7.6137035340070707 828.76693657785654 6.5425774157047272 9.4313533306121808 134.03659539669752 53.406134769320488 8.7941695004701597 16.719121441245079 538.8063832744956 6.1438401937484768 921.29167291522026 54.929718926548958 551.07383937388659 794.00542733818293 20.175025701522827 2545.0059941932559 1011.6334798112512 63.73637112788856 45.775663964450359 20.774494238197803 24.166459558531642 26.051686748862267 12.417963020503523 25.138443304225802 5.5766717605292797 6.3536711111664754 15.69142050296068 5.3592168763279906 leaf_count=133 30 32 32 2683 22 44 494 200 26 75 1718 21 2742 167 1755 2518 59 9139 3856 377 221 95 147 91 61 135 26 28 60 30 internal_value=-5.79209e-06 -9.77174e-05 -0.00131951 -0.00113829 0.0120887 -0.00133088 -0.00118287 0.000121521 -0.00155335 -0.00179641 -0.00211996 0.000331005 0.00118367 0.00208934 -0.000296544 -6.76748e-05 0.00803533 -0.000131545 0.000467908 -0.00178927 -0.00555954 0.0010784 -0.00201531 0.000558386 -0.00177603 -0.00409777 0.005197 0.0168285 0.00187267 0.00983121 internal_weight=7825.44 6553.65 997.074 986.391 14.1563 972.235 962.804 5556.58 617.726 608.932 592.213 4938.85 1573.52 976.221 597.299 3365.33 26.3189 3339.01 1271.79 260.156 99.8308 54.0551 44.941 160.325 106.652 88.8748 53.6735 11.9303 41.7431 17.7772 internal_count=27017 21860 3307 3275 54 3221 3177 18553 2019 1993 1918 16534 4797 2909 1888 11737 80 11657 5157 1301 493 272 242 808 603 512 205 54 151 91 is_linear=0 shrinkage=0.03 Tree=921 num_leaves=14 num_cat=0 split_feature=13 6 3 4 0 10 8 12 11 8 4 0 4 split_gain=0.402231 0.452834 2.1496 0.454039 2.07704 1.98605 1.66601 1.64419 1.61755 1.46768 0.971319 2.44822 0.618929 threshold=6.1000000000000005 3.5000000000000004 1.3 0.61500000000000021 525.00000000000011 -0.33333333333333331 1.7000000000000004 2.3000000000000007 1.0000000180025095e-35 1.9000000000000001 0.68500000000000016 475.00000000000006 0.88500000000000023 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 9 8 -7 -5 -1 11 -8 -12 right_child=-2 2 -4 6 -6 7 10 -9 -10 -11 12 -13 -14 leaf_value=0.018596949766702248 0.0065376366487844111 -0.016917715650081808 0.007009235437077271 -0.017923880787891637 0.018930979166187831 -0.016749577314708081 -0.014564699621231844 0.0026874683904562283 -6.0570573433685855e-05 -0.0013209429420378903 0.001336732310052867 0.0039230618449731516 -2.488644944950087e-05 leaf_weight=6.5730052441358566 8.4584674984216672 7.0747032910585386 6.4694883674383163 9.2019949108362216 6.3523077070713034 8.0120412707328779 13.598395831882955 7.6630156561732301 9.0481407567858678 6.7475442290306091 311.34830455482006 12.257145866751669 8583.4497674051672 leaf_count=21 25 24 23 31 19 24 48 24 30 20 962 40 25726 internal_value=-1.32767e-06 -7.48153e-06 -0.00548882 7.9106e-07 0.00339414 -9.63818e-06 -1.26276e-05 -0.00724745 -0.00906752 0.00850751 5.89718e-06 -0.00580034 2.27749e-05 internal_weight=8996.25 8987.8 13.5442 8974.25 35.3479 28.9956 8938.9 15.6751 18.2501 13.3205 8920.65 25.8555 8894.8 internal_count=27017 26992 47 26945 108 89 26837 48 61 41 26776 88 26688 is_linear=0 shrinkage=0.03 Tree=922 num_leaves=14 num_cat=0 split_feature=8 8 7 3 5 12 0 5 13 5 13 5 9 split_gain=0.345482 0.542705 0.856874 1.93826 0.545733 1.88861 4.10844 0.691012 2.129 0.684277 5.64637 1.70024 0.406585 threshold=1.1000000000000003 1.7000000000000004 1.7000000000000004 1.1000000000000003 0.62500000000000033 1.7000000000000004 475.00000000000006 0.67500000000000016 3.7000000000000006 0.74500000000000033 2.5000000000000004 0.79500000000000004 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 -2 5 -3 -7 8 -6 10 -9 -11 -1 right_child=1 4 -4 -5 7 6 -8 9 -10 11 -12 -13 -14 leaf_value=0.00078026162561137887 -0.012905871150675907 -0.01711756015982694 0.013236005281355283 0.0096853670770973045 -0.0041043738893001792 -0.01504285600651665 0.023054170773577042 0.015986499976522503 0.021270994187714196 0.005477608162380322 -0.012002082969159004 -1.7075483981460945e-05 -0.011872868934517406 leaf_weight=4.384666331112383 5.7539871186018017 7.1648198589682606 7.1777741163969031 8.4192573577165586 6.6842676252126676 5.388016249984501 4.8327028453350067 8.934985622763632 5.3634748607873917 51.036814086139202 23.678410179913044 7323.7443946283311 4.7742515951395035 leaf_count=20 20 30 21 27 28 26 21 33 18 190 98 26462 23 internal_value=7.5727e-06 1.47235e-05 0.0047908 0.000513882 1.0115e-06 -0.00530794 0.00297071 1.34517e-05 0.00719236 1.77554e-06 -0.00433414 2.09502e-05 -0.00581541 internal_weight=7467.34 7458.18 21.351 14.1732 7436.83 17.3855 10.2207 7419.44 12.0477 7407.39 32.6134 7374.78 9.15892 internal_count=27017 26974 68 47 26906 77 47 26829 46 26783 131 26652 43 is_linear=0 shrinkage=0.03 Tree=923 num_leaves=24 num_cat=0 split_feature=11 5 11 2 2 8 5 12 2 11 6 12 10 4 10 4 0 10 8 4 11 12 5 split_gain=0.37613 1.82145 0.715072 1.72257 2.06054 1.69954 1.33793 1.22754 0.422455 2.56 1.97825 2.64202 1.80993 1.13113 1.12353 0.697183 2.00166 3.9683 2.50865 1.19905 4.00071 0.942382 0.591783 threshold=3.1666666666666674 2.3250000000000011 2.1666666666666674 0.70000000000000007 0.90000000000000013 5.5000000000000009 1.5950000000000004 3.7000000000000006 2.9000000000000004 1.1666666666666672 1.7000000000000004 4.5000000000000009 -2.1666666666666656 2.2950000000000013 1.0000000180025095e-35 2.475000000000001 525.00000000000011 0.50000000000000022 5.9000000000000012 2.3950000000000009 -0.33333333333333309 5.700000000000002 1.9500000000000004 decision_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 8 -4 -5 7 -7 -6 15 10 12 -12 -10 14 -11 19 17 -17 -18 21 -21 -1 -15 right_child=1 -3 3 4 5 6 -8 -9 9 13 11 -13 -14 22 -16 16 18 -19 -20 20 -22 -23 -24 leaf_value=2.5433692300184013e-05 -0.0042573606925084611 0.017678821844770033 0.0078497666596457558 -0.016109977242147678 0.0053016836037780212 0.0049276733058293909 -0.013174302481038458 -0.0035973870881651129 0.014400585329505515 0.027492682324901725 -0.0093007231397994987 0.024349373932093223 -0.0068555970317863467 -0.0079655269524813669 0.0055514070983090288 0.017645615052121873 0.019476766014600157 -0.0086492544804626127 -0.0089784467753008627 -0.023740495905940427 0.0056198997527629069 0.0079079624649115079 0.0094474449098548383 leaf_weight=7540.4451677128673 8.1552875787019712 5.8508224189281455 12.646375477313994 11.045159637928007 25.866195544600487 4.663604989647868 17.330268323421478 30.283223152160645 3.8068371042609206 4.2536095529794675 3.7474723570048791 4.7764895986765623 68.074784060940146 3.6755271628499022 4.1492926776409149 16.740565478801731 3.434678606688979 7.4704729020595542 14.819729838520287 7.7833744622766998 9.0145189911127073 13.67492952942848 3.3643975704908371 leaf_count=25531 25 20 39 34 83 23 66 96 25 23 21 24 514 27 20 80 21 44 134 50 52 51 14 internal_value=-5.70012e-06 0.00490612 -1.45076e-05 -0.00251197 -0.0039812 -0.00226686 -0.00933594 0.000502123 1.84826e-05 -0.00196078 -0.00410944 0.00955545 -0.00572987 0.00922661 0.0166582 4.34004e-05 0.00387661 0.00953216 -0.00362442 2.18998e-05 -0.00798436 3.97031e-05 0.000356176 internal_weight=7825.07 14.0061 7811.07 101.835 89.1885 78.1433 21.9939 56.1494 7709.23 95.8484 80.4056 8.52396 71.8816 15.4428 8.4029 7613.38 42.4654 24.211 18.2544 7570.92 16.7979 7554.12 7.03992 internal_count=27017 45 26972 341 302 268 89 179 26631 668 584 45 539 84 43 25963 279 124 155 25684 102 25582 41 is_linear=0 shrinkage=0.03 Tree=924 num_leaves=16 num_cat=0 split_feature=4 5 4 7 12 0 11 10 8 13 0 9 5 2 5 split_gain=0.397442 0.923409 0.557572 0.412427 3.03596 5.96776 4.71097 2.39348 2.59658 1.10363 3.67866 3.76524 1.04724 2.95979 0.918637 threshold=2.975000000000001 1.7250000000000003 2.8750000000000004 2.7000000000000006 3.3000000000000007 525.00000000000011 0.50000000000000022 1.1666666666666672 3.3000000000000003 4.5000000000000009 200.00000000000003 2.7000000000000006 0.74500000000000033 1.7000000000000004 0.8500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 9 7 6 -6 8 -5 12 -11 -12 13 -1 -14 right_child=1 -3 -4 4 5 -7 -8 -9 -10 10 11 -13 14 -15 -16 leaf_value=0.00038862253630013341 0.0028510110355448245 -0.012266823788387671 0.0084143730337756188 0.010792975499824081 -0.008087419138088154 -0.029525526594584395 0.022608769946694619 0.016997751248119971 0.00037619740657984292 -0.019371531172859616 0.015148633065667244 -0.0024652719301988886 -0.0022889384541815876 0.014232195182001096 2.8294486474720374e-05 leaf_weight=63.930522710084915 7.0434041395783407 7.5171387195587158 7.093154087662696 25.424578875303268 15.928217902779584 8.0808595865964872 6.2713496536016455 10.117924720048903 140.83516362309456 10.73537130653858 11.714657694101332 161.5366083085537 156.86830101907253 17.761472508311272 8345.0695338062942 leaf_count=187 28 23 29 71 50 27 20 29 405 32 33 481 455 66 25081 internal_value=-1.4164e-06 -0.00495384 6.61244e-06 -3.29496e-08 0.00132464 -0.00745109 0.000584215 0.00283126 0.00196914 -3.12564e-05 -0.00233023 -0.00127428 1.80212e-05 0.00339849 -1.44605e-05 internal_weight=8995.93 14.5605 8981.37 8974.27 206.658 30.2804 22.1996 176.378 166.26 8767.62 183.987 173.251 8583.63 81.692 8501.94 internal_count=27017 51 26966 26937 602 97 70 505 476 26335 546 514 25789 253 25536 is_linear=0 shrinkage=0.03 Tree=925 num_leaves=21 num_cat=0 split_feature=13 11 6 4 4 4 4 8 6 9 7 5 5 6 0 2 3 11 4 5 split_gain=0.339922 1.19108 1.18821 2.7956 0.955601 2.91579 1.13755 1.4431 0.541511 3.37767 3.26784 3.68904 3.55957 1.16244 2.63541 4.00865 3.39079 1.0593 0.640185 0.553829 threshold=5.3000000000000016 0.83333333333333337 3.3000000000000003 1.1150000000000007 1.6900000000000006 1.4950000000000008 1.2950000000000006 4.1000000000000005 2.7000000000000006 2.7000000000000006 0.90000000000000013 1.0250000000000006 1.3650000000000007 2.5000000000000004 575.00000000000011 1.7000000000000004 1.5000000000000002 3.1666666666666674 1.0750000000000008 2.2350000000000008 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 4 8 -4 5 6 7 -2 13 -10 12 -12 -11 17 15 -15 -16 18 -1 -19 right_child=1 -3 3 -5 -6 -7 -8 -9 9 10 11 -13 -14 14 16 -17 -18 19 -20 -21 leaf_value=-0.00068890192572890825 -0.0050554527628535184 -0.015357009884936875 0.018978916104170841 -0.0069400320658859187 -0.013150747162627185 0.01944248715918066 -0.011445946989303747 0.011337610260639461 -0.02237741817425079 -0.02614983779319224 0.021893924928713872 0.00010493210308870283 -0.0033184350255182284 0.0021496902966599558 -0.017327108718899999 0.017518427903970513 0.0072314841864514106 -0.018213092662614422 0.00011914116858991978 -0.0027233301544103195 leaf_weight=1032.9773419424891 13.054896429181104 5.7240383699536315 9.1146465837955457 6.3576918467879286 4.9394659772515288 6.3213359266519538 9.6725323647260648 7.673992693424224 6.8239226937293997 8.3804398179054278 7.4590489119291297 111.997917547822 23.047449953854084 112.08080534636974 12.311918437480928 17.684422016143799 8.5901196449995023 4.2892489060759527 6054.6767345424742 4.0286765694618225 leaf_count=3550 46 24 25 26 22 22 37 27 25 32 23 384 86 372 44 60 30 19 22139 24 internal_value=7.51417e-06 -0.00252529 2.36898e-05 0.00832864 -0.000762325 0.000904004 -0.00295068 0.00101338 6.33555e-06 -0.00173275 -0.000799077 0.00146547 -0.00940657 4.41834e-05 0.00265175 0.00424414 -0.00723425 -1.11825e-05 1.37439e-06 -0.0107108 internal_weight=7467.21 47.3863 7419.82 15.4723 41.6622 36.7228 30.4014 20.7289 7404.35 157.709 150.885 119.457 31.4279 7246.64 150.667 129.765 20.902 7095.97 7087.65 8.31793 internal_count=27017 178 26839 51 154 132 110 73 26788 550 525 407 118 26238 506 432 74 25732 25689 43 is_linear=0 shrinkage=0.03 Tree=926 num_leaves=13 num_cat=0 split_feature=5 5 9 12 5 10 11 0 9 10 8 3 split_gain=0.375174 0.395319 2.05118 0.974252 0.793562 1.72633 0.531451 1.61197 1.18302 0.441002 2.60916 0.504428 threshold=3.2350000000000008 2.9150000000000005 8.5000000000000018 4.700000000000002 2.8350000000000004 -1.0000000180025095e-35 -2.8333333333333326 350.00000000000006 5.9000000000000012 -2.1666666666666656 6.1000000000000005 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 -6 7 -1 -9 10 -8 -11 right_child=-2 2 -4 -5 5 -7 9 8 -10 11 -12 -13 leaf_value=-0.0051096855516759793 -0.007326475919162705 0.020038846793127365 -0.0096231552920291556 0.002871602467450456 -0.019119109317629522 0.0032579608518535441 0.0013528101857072563 0.021753858796684022 0.0033287626973438449 -0.0004444908428192943 -0.010204606638557677 0.0001418392662602087 leaf_weight=8.8636337071657199 6.2949536442756644 6.1257765889167803 6.1591553539037696 5.784690760076046 6.0203247964382172 6.4028262645006162 57.352000746876001 5.6711250841617566 7.0167530849575996 1694.0519604384899 25.350887008011341 5989.6321380920708 leaf_count=28 21 24 19 23 19 25 225 18 25 6460 131 19999 internal_value=-5.54243e-06 3.51963e-07 0.00443254 0.011701 -9.91525e-06 -0.00758609 2.17009e-06 0.00470666 0.0115643 -1.08847e-05 -0.00218988 1.25688e-05 internal_weight=7824.73 7818.43 18.0696 11.9105 7800.36 12.4232 7787.94 21.5515 12.6879 7766.39 82.7029 7683.68 internal_count=27017 26996 66 47 26930 44 26886 71 43 26815 356 26459 is_linear=0 shrinkage=0.03 Tree=927 num_leaves=31 num_cat=0 split_feature=13 9 0 3 10 5 4 9 5 7 8 4 5 10 9 6 5 3 5 13 11 3 4 5 5 8 4 10 5 5 split_gain=0.395263 2.09293 2.93854 1.82452 2.59448 2.14608 2.66541 3.00529 2.16529 2.44533 2.14553 1.57032 1.7135 1.53413 1.33689 1.07348 1.87509 2.10496 2.02397 1.88453 0.921648 3.5446 2.44197 2.51037 2.21834 0.916949 1.80589 3.00653 2.74335 0.926274 threshold=1.7000000000000004 2.7000000000000006 475.00000000000006 1.1000000000000003 1.5000000000000004 2.1050000000000009 2.1050000000000009 7.7000000000000002 1.0950000000000004 0.90000000000000013 5.5000000000000009 0.92500000000000027 0.81000000000000016 -0.49999999999999994 6.3000000000000016 0.3000000000000001 1.4550000000000007 0.70000000000000007 1.1250000000000007 1.9000000000000001 -1.4999999999999996 2.7000000000000006 0.77500000000000036 0.9650000000000003 2.3950000000000009 1.9000000000000001 1.0050000000000006 1.0000000180025095e-35 1.3250000000000008 0.74500000000000033 decision_type=2 2 2 2 2 2 2 2 2 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 11 8 7 -7 13 -10 -6 -3 -13 -5 -8 16 17 -2 -19 -18 21 22 -17 -24 -23 26 27 -22 -28 -27 right_child=15 3 -4 5 10 6 14 -9 9 -11 -12 12 -14 -15 -16 20 19 18 -20 -21 25 24 23 -25 -26 29 28 -29 -30 -31 leaf_value=-0.004614730061912967 0.014767853044766084 -0.012090088168085055 0.018801887184990776 0.019293815698706116 0.0019005005855493565 0.0028159789165913746 0.00089235173766272788 -0.010807195079678623 -0.001622436940689478 -0.0063773618828489136 0.023992083055860997 -0.013333767195523882 0.0013837620596642178 0.0017558373997098988 0.016163816971721947 0.021659978028449978 0.0008259401363505057 0.009136434624157197 -0.013174316912675826 0.020104723976514985 0.0083122891473463127 -0.019518005759126884 -0.011945844754251854 0.0023469512715891577 0.005041663797481743 0.0033220237399009499 0.0028916851113219687 -0.011635768103990248 -0.01894396311170644 -3.2949037805735809e-05 leaf_weight=8.2562167793512362 5.7695849612355259 8.5690078437328321 11.598898082971571 6.3725407421588924 7.8422616124153119 64.662876766175032 7.6537249535322216 18.814089313149452 407.92465165257454 127.84784266352654 7.9854469001293182 7.3283879160881034 249.94509959220886 15.187223196029661 15.828960031270979 5.6992208510637274 7.9250277578830746 5.3240355700254467 11.704729199409483 10.758086860179899 18.208975672721866 11.245507739484308 11.453829929232596 321.47394131869078 4.6906116008758536 74.801364421844482 8.4134225845336932 10.852855756878851 13.467297963798044 7508.0365658961236 leaf_count=24 21 25 37 20 23 258 23 79 1288 380 29 24 742 46 49 18 25 21 41 38 57 48 34 978 26 228 24 35 46 22330 internal_value=-1.32784e-06 -0.000574723 0.00906472 -0.000777048 0.00124628 -0.00163497 0.00225737 -0.00025442 -0.00238197 -0.00275707 0.0130462 0.000543741 0.000964536 0.00693964 0.0111864 6.76393e-05 0.0048812 -0.000892816 -0.00619887 0.011927 4.26437e-05 0.00153784 0.00218855 0.00185523 -0.0122892 -2.68031e-05 -0.00403824 0.000862883 -0.0105479 1.46295e-07 internal_weight=8995.64 965.817 19.8551 945.962 281.67 664.292 106.96 83.477 557.332 535.772 15.8277 265.842 257.273 21.5598 23.4827 8029.83 41.4815 22.7983 17.0288 18.6831 7988.34 354.563 338.627 332.928 15.9361 7633.78 50.9426 29.0618 21.8807 7582.84 internal_count=27017 3047 61 2986 843 2143 409 337 1734 1668 52 791 766 66 72 23970 146 83 62 63 23824 1104 1030 1012 74 22720 162 92 70 22558 is_linear=0 shrinkage=0.03 Tree=928 num_leaves=31 num_cat=0 split_feature=2 10 0 8 7 5 7 7 9 8 11 6 3 2 11 7 8 0 13 5 9 9 9 9 8 7 10 4 4 11 split_gain=0.339668 1.97636 2.37412 4.18884 2.40564 3.60982 2.45805 2.25071 1.92801 2.01713 1.8119 1.48069 0.972732 0.610185 2.57517 3.09874 3.65784 3.38139 2.92182 4.00134 3.51821 3.45029 3.38398 2.53969 2.49147 1.87736 2.40024 1.67202 0.572512 3.82241 threshold=0.3000000000000001 0.33333333333333326 575.00000000000011 3.5000000000000004 1.1000000000000003 1.0550000000000006 0.90000000000000013 1.5000000000000002 3.7000000000000006 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.3 0.50000000000000011 -1.0000000180025095e-35 1.9000000000000001 3.9000000000000004 350.00000000000006 2.9000000000000008 1.4350000000000007 4.1000000000000005 5.1000000000000005 4.7000000000000002 3.3000000000000003 3.5000000000000004 2.3000000000000003 -1.0000000180025095e-35 1.3050000000000008 1.0350000000000008 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 6 -6 -5 12 -3 -10 -4 -11 -1 14 15 16 17 -2 19 21 23 -16 -21 -20 -22 26 -17 -18 29 -15 right_child=13 8 10 4 5 -7 -8 -9 9 11 -12 -13 -14 28 18 25 27 -19 20 22 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0033879441362391675 0.022185278781856325 -0.0059025932242289551 -0.0023216448508006204 0.0053025436066750763 -0.010999648994580641 0.011441861362208266 -0.013726972889788053 -0.027136029154740796 0.022728836007353603 -0.0067177426518351853 -0.022376157987175287 0.014386133701361452 -0.013180165139302608 -0.0005255132938302876 -0.009947843886349934 0.0083019907285453026 -0.0067675146438534077 0.0017688594329721046 -0.011065949564414146 0.015117366993334545 -0.022492669092922506 0.0057204720079037721 -0.00011421363077541565 0.0083160500180663229 -0.0081995879788912315 0.00055208291975926947 0.031680593232607294 0.002717139347469717 -5.2508931188087663e-05 0.0043115334571432696 leaf_weight=6.7931596934795397 10.333316288888453 6.4410879909992245 9.6056375950574893 13.774271890521049 7.5353287011384955 44.827534586191177 10.978067107498646 5.6398496031761161 9.9791123569011706 5.6393794864416105 7.0163032859563819 6.3741216734051704 6.0115845873951912 521.9377757832408 46.168151468038559 10.401059731841089 54.74756970256567 24.879181757569313 9.6011136174201983 20.30091392993927 15.152788758277891 17.422144666314125 37.150770202279091 16.612113505601883 39.819859176874161 9.6020514965057355 6.3748185038566616 24.087905138731003 6257.0545471087098 204.70056156814098 leaf_count=24 32 21 34 50 28 146 39 20 33 19 27 22 22 1790 160 33 204 84 35 65 58 62 137 56 150 33 20 85 22844 684 internal_value=7.44259e-06 0.00146795 -0.00032263 0.00149755 0.00456937 0.00821239 -0.00313736 -0.0113454 0.00853246 0.0127601 -0.0107869 0.00447955 -0.00439047 -2.05891e-05 -0.0012566 0.00186439 -0.000278826 0.00776018 -0.00342381 -0.000470559 -0.00782687 -0.00565512 0.00526796 0.00121701 -0.0121394 0.0111308 0.0171858 -0.00386951 4.00557e-05 0.000837126 internal_weight=7466.96 140.615 112.182 95.5598 77.1152 52.3629 24.7523 18.4446 28.4337 21.9926 16.6219 12.0135 12.8047 7326.35 342.654 140.426 114.048 35.2125 202.228 121.042 81.1859 63.5903 57.4517 26.2132 54.9726 26.3779 16.7759 78.8355 6983.69 726.638 internal_count=27017 485 390 329 263 174 89 66 95 74 61 41 46 26532 1214 491 405 116 723 424 299 222 202 91 208 86 53 289 25318 2474 is_linear=0 shrinkage=0.03 Tree=929 num_leaves=21 num_cat=0 split_feature=4 8 7 0 10 3 4 4 8 2 9 12 13 2 5 10 8 8 8 2 split_gain=0.372881 1.02992 1.13478 1.44818 1.38703 1.18135 0.612742 0.912563 1.88284 1.16951 1.04506 0.614932 0.557467 0.494473 1.75627 0.649706 0.449685 2.36785 1.47695 0.265857 threshold=2.7150000000000003 8.5000000000000018 1.3 475.00000000000006 0.83333333333333337 1.9000000000000001 2.5850000000000013 2.6350000000000011 7.9000000000000012 3.1000000000000005 6.7000000000000002 6.5000000000000009 2.1000000000000005 3.5000000000000004 1.2050000000000007 1.1666666666666672 9.3000000000000025 9.9000000000000021 9.1000000000000014 3.5000000000000004 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 5 -4 -5 -2 11 8 9 -8 12 13 -9 16 -15 -16 18 -18 -1 -3 right_child=1 19 3 4 -6 -7 7 10 -10 -11 -12 -13 -14 14 15 -17 17 -19 -20 -21 leaf_value=-7.2441031174793605e-06 -0.0061053362286381833 -0.022166983911471351 -0.022515550391670434 -0.010992194615940559 0.023052758791316165 0.016151505666919148 -0.012871977823088741 0.0018264363510079485 0.028590142951656957 0.014262022062168551 0.012990933056313138 0.0097508713819645359 -0.015440162631156539 0.015444389972826652 -0.021736053988312212 -0.0033331591848549703 -0.015143155334397116 0.0043545671528878397 0.013497924702802812 -0.0072822706547241009 leaf_weight=7737.8668313473463 3.6704360470175796 2.8591489028185597 3.6891887318342906 2.6408817935734987 1.8187460768967865 5.1687934026122093 2.7564671635627764 3.059621296823023 3.7304100841283798 2.9699637331068516 3.2593546658754349 5.8069303333759299 3.7398799061775208 2.3874341547489148 4.254557766020298 2.9058159962296486 10.004385486245157 12.74955093860626 7.2948599234223357 1.7355078551918266 leaf_count=26452 39 34 33 33 14 21 20 17 18 21 14 23 33 21 47 18 52 55 34 18 internal_value=-5.576e-06 -0.00394337 -0.000535173 -0.00861059 0.00289218 0.00690949 5.31605e-06 0.00531446 0.012005 0.00120084 -0.000975667 -7.99604e-06 -0.00767058 -1.52824e-05 -0.00683826 -0.0142678 -6.89601e-06 -0.00421814 5.47588e-06 -0.0165447 internal_weight=7824.37 21.5827 16.988 8.14882 4.45963 8.83923 7802.79 19.5157 9.45684 5.72643 10.0589 7783.27 6.7995 7777.46 9.54781 7.16037 7767.92 22.7539 7745.16 4.59466 internal_count=27017 192 140 80 47 60 26825 123 59 41 64 26702 50 26679 86 65 26593 107 26486 52 is_linear=0 shrinkage=0.03 Tree=930 num_leaves=31 num_cat=0 split_feature=4 4 2 10 5 12 13 13 8 5 9 0 8 11 8 13 13 10 9 5 5 12 4 13 12 5 5 4 0 9 split_gain=0.389351 2.21349 4.21895 3.57785 5.15147 4.79979 4.18995 3.28306 3.03644 2.6218 3.56705 5.03251 3.48681 2.50337 2.19916 2.77305 2.35361 2.23476 4.13693 3.10536 3.37002 2.58388 3.42661 2.35714 2.35555 2.17224 3.06074 2.49767 1.75762 3.09132 threshold=1.7100000000000002 1.6600000000000006 1.5000000000000002 0.83333333333333337 2.1050000000000009 3.7000000000000006 2.5000000000000004 3.1000000000000005 5.1000000000000005 2.0450000000000008 5.1000000000000005 350.00000000000006 6.9000000000000012 0.33333333333333326 5.3000000000000016 4.7000000000000011 1.1000000000000003 -1.1666666666666663 4.5000000000000009 1.1250000000000007 1.6350000000000005 3.1000000000000005 2.4150000000000009 2.3000000000000007 2.9000000000000008 1.1650000000000007 1.0650000000000006 1.8850000000000005 475.00000000000006 8.9000000000000021 decision_type=2 2 2 2 2 2 2 2 2 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 9 4 7 8 -7 -4 -5 10 12 -12 -3 -11 15 16 -2 18 19 23 -21 24 -23 -16 -20 26 -18 -27 29 -19 right_child=14 2 3 5 -6 6 -8 -9 -10 13 11 -13 -14 -15 17 -17 25 28 21 20 -22 22 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-1.1619705646225913e-05 0.0091878889318553845 -0.0061851440178023074 0.0047501426775194699 0.025814264828631001 0.02499470239896481 0.013813370193420028 -0.019906647976301609 -0.0061311592108886093 0.0073218291830400625 -0.02791339790961769 -0.0054876346172830865 0.013144056904409146 0.013007805112959549 0.00035523616414163977 -0.02039162250567176 0.01769934702752431 -0.0024213692203641619 0.0025646217148755203 -0.0035997088367385878 0.010498097005464838 -0.0094413543634254034 -0.011263789747034262 0.0053519275845651509 0.0022485720824220725 0.012922961546817394 -0.0046408032066230049 0.0075018899261204697 -0.00068107104408118304 -9.7470635434204265e-05 -0.018313477263825578 leaf_weight=6576.7278770022094 16.884620770812035 73.228568911552429 81.191748082637787 20.952580481767654 8.9696493633091432 6.8471820056438428 6.4316854104399681 36.028921872377396 12.9184333384037 6.1789673268794996 21.335474193096161 33.586852237582207 9.6404974758625013 5.1855185180902481 7.497576758265498 6.57044993340969 69.03521940112114 459.30403485149145 33.758674405515194 42.941331207752228 9.2767048031091672 73.450096823275089 13.173933483660219 9.2384862005710584 10.085597850382326 325.2263429351151 47.033096343278885 256.38527676090598 709.34051962941885 6.4726479724049559 leaf_count=19561 53 203 235 58 34 24 21 102 36 25 60 95 28 20 25 20 218 1379 106 142 28 225 51 35 31 950 145 771 2313 23 internal_value=-1.40955e-06 0.000107372 0.00253399 0.00571696 0.00308238 0.012768 -0.00251909 0.00140567 0.0187612 -0.00116506 -2.27977e-05 0.00590627 -0.00395235 -0.0150147 -0.000359532 -0.00170124 -0.00187963 0.000344378 -0.002592 0.00335155 0.00695579 -0.00573324 -0.00873684 -0.00789399 0.000201039 -0.00214748 0.00159972 -0.00289528 0.000842694 0.00227449 internal_weight=8994.9 6899.22 322.496 173.34 126.19 47.1499 13.2789 117.221 33.871 149.156 137.791 54.9223 82.8691 11.3645 2095.67 721.135 714.565 1374.54 199.422 68.9541 52.218 130.468 86.624 16.7361 43.8443 697.68 116.068 581.612 1175.12 465.777 internal_count=27017 20502 941 510 371 139 45 337 94 431 386 155 231 45 6515 2157 2137 4358 643 230 170 413 276 60 137 2084 363 1721 3715 1402 is_linear=0 shrinkage=0.03 Tree=931 num_leaves=25 num_cat=0 split_feature=8 5 3 6 6 12 12 11 13 4 8 12 9 5 6 4 4 12 4 6 9 4 3 7 split_gain=0.332378 1.83232 2.24415 4.20344 2.63726 2.53824 2.50962 1.8776 0.615752 0.585675 1.62945 1.78204 1.54443 2.66356 1.51531 1.1543 1.08619 2.31511 1.27978 2.28282 1.06427 1.05317 0.228021 0.214494 threshold=8.7000000000000011 2.4450000000000007 1.7000000000000004 1.1000000000000003 0.50000000000000011 4.5000000000000009 3.7000000000000006 0.33333333333333326 2.9000000000000008 2.6550000000000007 7.9000000000000012 4.3000000000000016 3.9000000000000004 2.0350000000000006 0.70000000000000007 2.5750000000000006 2.5250000000000008 3.9000000000000008 2.3450000000000011 0.90000000000000013 5.7000000000000002 2.265000000000001 1.3 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 -2 23 -6 8 -5 15 12 -12 -11 14 -14 16 18 -18 21 -20 22 -1 -17 -4 right_child=1 -3 5 7 6 -7 -8 -9 -10 10 11 -13 13 -15 -16 20 17 -19 19 -21 -22 -23 -24 -25 leaf_value=1.1971821519717482e-05 0.012546606644065339 0.017331414026519307 -0.024305994021953908 0.02868515538292906 -0.021304756798052341 0.0022244540436398797 0.0064713486276937156 0.00085434616393579579 0.01310496321280072 0.012704969979880755 0.025271647634607555 4.1398020614958599e-05 0.0015919591346105384 0.010186235015532308 -0.020471845041041738 -0.011856690108483435 -0.0061816221843361751 0.021112522764161971 -0.011493524917777205 0.00015449081153208355 0.0010953297849421741 0.0041286943164050779 -0.023494128734251326 -0.015420804400910081 leaf_weight=7228.6366916447878 4.0941404514014748 4.0113740041851988 7.3136219829320925 4.4274079948663729 11.903849087655543 6.5806283503770819 3.8823862224817267 8.1614500284194929 4.7134803719818592 6.3364925980567959 5.6386154443025571 4.5546901971101761 4.2974006943404701 7.1818460151553145 8.0477603655308467 2.8380560353398305 4.9377629384398443 6.4507989436388016 24.160976046696305 40.570506978780031 4.5607378706336021 56.365306217223406 3.2512371577322483 3.6734384745359421 leaf_count=25774 27 18 37 19 71 32 22 39 24 33 29 25 23 29 53 23 27 36 154 203 29 247 21 22 internal_value=7.40216e-06 -0.00223997 -0.00367389 0.000500954 -0.00890913 -0.0125101 -0.0144736 0.0113131 0.0206513 2.52292e-05 0.00383937 0.013998 -0.000164336 -0.00434041 -0.0127913 6.57344e-06 2.08524e-05 0.00927854 6.50745e-06 -0.00419312 -0.00986283 4.38236e-05 -0.0180702 -0.0213353 internal_weight=7466.59 58.7618 54.7504 37.1827 19.8804 17.5677 15.7862 17.3023 9.14089 7407.83 36.0568 10.1933 25.8635 19.527 12.3452 7371.77 7361.12 11.3886 7349.73 64.7315 10.65 7285 6.08929 10.9871 internal_count=27017 311 293 202 120 91 93 82 43 26706 192 54 138 105 76 26514 26441 63 26378 357 73 26021 44 59 is_linear=0 shrinkage=0.03 Tree=932 num_leaves=31 num_cat=0 split_feature=0 0 4 9 11 4 4 11 13 3 5 2 4 4 8 12 10 9 9 5 7 5 12 8 11 4 8 6 12 7 split_gain=0.365585 1.87326 3.21407 2.68204 4.35206 2.3487 3.67443 2.077 2.67258 2.42185 3.00946 2.69332 1.77413 2.33702 4.41694 3.75946 1.93865 4.0609 3.0594 1.77259 2.4699 5.60938 2.69559 2.67805 1.89037 3.12681 6.27888 3.80188 3.37319 2.34827 threshold=575.00000000000011 525.00000000000011 0.73500000000000032 2.3000000000000003 0.33333333333333326 2.055000000000001 1.6000000000000008 1.0000000000000002 4.9000000000000012 1.3 1.7950000000000002 2.7000000000000006 1.2250000000000005 1.1750000000000005 5.1000000000000005 2.9000000000000008 1.0000000180025095e-35 3.1000000000000005 3.3000000000000003 1.2250000000000008 1.3 1.1050000000000006 1.5000000000000002 5.1000000000000005 -0.66666666666666663 2.2150000000000007 7.1000000000000005 1.3 2.1000000000000005 2.9000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 -5 12 9 10 -9 -11 13 15 -15 -1 18 -18 -14 20 21 22 -2 -24 25 26 28 -28 -21 -26 right_child=19 2 3 5 -6 -7 -8 8 -10 11 -12 -13 16 14 -16 -17 17 -19 -20 24 -22 -23 23 -25 29 -27 27 -29 -30 -31 leaf_value=-8.032605819662092e-05 0.015894789547322041 -0.017715267094620638 -0.003683439655461692 -0.0019068351581988886 0.029601049756238687 -0.016277054291328818 0.003444061303891651 -0.0041050545775895989 0.014860992044496925 -0.0012296402436523146 -0.020578948091564877 0.012105606368368934 0.0045244604117424996 0.0013776716885371839 0.0098985352275969968 0.0043738460844357082 -0.006901165206427696 -0.0004742611173095796 0.00019768401192251422 0.0057788692096863523 0.00055399168785727818 -0.013231402740803673 -0.009897340727118762 0.0048085588492511712 0.0016762764890307807 -0.013399056009962619 0.02407460237181289 -0.0012292031184591027 -0.0033930416480412191 0.020774499786755388 leaf_weight=1090.4691282808781 9.1657846346497518 10.612234950065611 7.5888551697134954 828.19630436599255 6.6193694621324539 9.3403704985976201 134.21718906611204 102.77890022099018 8.8339061737060529 480.66376144438982 11.053536355495451 14.028836414217947 160.46868193894625 206.78141741454601 74.46974042057991 202.15976469963789 94.704828061163425 1346.8993749152869 1762.5951488930732 44.295414119958878 160.2898319773376 45.4465063624084 20.646253373473883 24.21795498020947 726.5155317671597 17.367717521265149 14.477839991450312 8.4707223996520025 194.77040036022663 5.8409398458898059 leaf_count=3327 30 32 32 2683 22 44 494 383 26 1517 35 58 652 643 234 593 399 4688 5998 137 808 221 95 147 2760 139 67 31 692 30 internal_value=-5.44354e-06 -9.57788e-05 -0.00129346 -0.0011167 0.0118232 -0.0013059 -0.0011606 0.000119051 -0.00152151 -0.00175933 -0.00570473 -0.00085147 0.000324135 0.00115551 0.00363383 0.000616281 -6.47566e-05 -0.000896471 0.000558729 0.000460084 -0.00175051 -0.00546383 0.00106975 -0.00195901 0.00102766 -0.00107187 -0.00025476 0.0147345 -0.00169362 0.0018286 internal_weight=7823.99 6552.48 996.574 985.962 14.2082 971.754 962.413 5555.91 617.359 608.525 113.832 494.693 4938.55 1573.88 281.251 1292.63 3364.67 1441.6 1923.06 1271.5 259.766 99.4765 54.03 44.8642 1011.74 279.382 262.014 22.9486 239.066 732.356 internal_count=27017 21860 3307 3275 54 3221 3177 18553 2019 1993 418 1575 16534 4797 877 3920 11737 5087 6650 5157 1301 493 272 242 3856 1066 927 98 829 2790 is_linear=0 shrinkage=0.03 Tree=933 num_leaves=25 num_cat=0 split_feature=10 2 13 5 5 12 7 5 12 6 3 3 8 11 12 5 5 0 5 8 10 6 4 4 split_gain=0.398785 1.42464 1.56339 3.2846 1.6901 2.6112 3.07905 2.13242 2.07432 3.60064 1.17049 1.94638 1.56402 1.27053 4.75644 3.38276 1.62407 3.3767 2.35464 1.2022 1.05444 0.817969 0.437503 0.00386397 threshold=-0.49999999999999994 1.0000000180025095e-35 5.1000000000000005 1.2350000000000008 0.99000000000000021 1.3000000000000003 2.1000000000000005 1.1450000000000007 2.7000000000000006 1.3 3.7000000000000006 3.5000000000000004 5.5000000000000009 0.83333333333333337 1.3000000000000003 2.6250000000000004 1.4750000000000008 200.00000000000003 1.5650000000000006 5.9000000000000012 -1.1666666666666663 2.9000000000000004 1.1050000000000006 1.6400000000000006 decision_type=2 2 2 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 8 6 -6 -7 9 -3 11 13 -13 16 -15 -16 17 -2 -18 22 -10 -5 -12 -24 right_child=10 2 3 21 5 7 -8 -9 20 -11 19 12 -14 14 15 -17 18 -19 -20 -21 -22 -23 23 -25 leaf_value=-0.013157289354881542 -0.0022185792901417158 -0.0028487871092074068 0.0058999814141962714 -0.0092148889671962806 -0.0072320349812030728 -0.0021481310870679424 0.012975332657838437 0.00068693962101972752 0.017327213598795441 0.0057765360326618321 -0.0048070778864759524 0.0025780917167254913 0.02518666715542809 0.017429639748802184 -0.0010879805957317117 -0.02003991220148196 0.0026153277251136273 0.00017362570071988414 0.00018223862399380385 0.00057276309432024552 0.0057220661303461528 -0.023341831105126255 -0.021488051415529306 -0.023165932175782375 leaf_weight=7.0574049502611151 694.13947570323944 80.887488462030888 10.275383561849596 7.4700481295585615 69.288019925355911 269.15916103869677 7.5232718586921683 2115.1078113876283 11.853980481624605 94.385597586631775 1.7533659487962703 6.3564277142286283 4.8589098900556564 12.429470360279081 1144.969588495791 8.5395278036594373 453.57951896637678 2260.3082605451345 1698.3355127349496 6.0824869722127914 17.373935639858246 7.2873392999172211 3.0338822826743126 2.0835781022906303 leaf_count=23 1938 237 29 22 199 778 21 6381 47 262 18 32 15 35 3464 39 1318 6559 5431 29 61 24 39 16 internal_value=-1.32384e-06 0.000303862 0.000339171 -0.0071231 0.00040925 0.000191496 -0.00525283 0.000366889 0.00302982 0.001796 -0.000132078 -0.000113507 0.012373 -0.000135834 -0.00102938 -0.00122828 6.81905e-05 -0.000388416 0.000695084 -0.0091409 0.0104288 -0.0161909 -0.0177401 -0.0221712 internal_weight=8994.14 2697.67 2690.61 25.0328 2665.58 2461.08 76.8113 2384.27 204.501 175.273 6296.47 6283.52 11.2153 6272.3 1165.94 1153.51 5106.36 2954.45 2151.92 12.9533 29.2279 14.7574 6.87083 5.11746 internal_count=27017 8084 8061 75 7986 7379 220 7159 607 499 18933 18831 47 18784 3538 3503 15246 8497 6749 102 108 46 73 55 is_linear=0 shrinkage=0.03 Tree=934 num_leaves=31 num_cat=0 split_feature=12 5 5 6 4 4 13 8 7 2 4 13 8 8 5 4 4 5 5 9 9 12 13 5 2 0 9 5 11 4 split_gain=0.328819 1.72382 4.96399 4.02465 3.39921 3.29334 4.01496 2.58181 2.28705 2.50036 3.12666 2.85325 2.41339 4.61425 2.96359 2.0245 1.95769 1.5155 2.60202 1.49121 1.13622 2.38205 3.52967 3.51491 3.33777 2.09194 1.70054 3.33733 3.37564 3.77713 threshold=2.1000000000000005 1.1350000000000005 1.1150000000000009 1.9000000000000001 1.7650000000000006 0.99000000000000055 4.5000000000000009 4.5000000000000009 3.1000000000000005 0.3000000000000001 1.4050000000000007 1.9000000000000001 3.9000000000000004 3.7000000000000006 1.8450000000000004 1.5250000000000006 1.0550000000000004 0.87000000000000033 0.94500000000000017 4.9000000000000012 2.3000000000000003 2.7000000000000006 2.9000000000000008 1.4850000000000008 1.3 350.00000000000006 3.1000000000000005 1.0050000000000006 -1.1666666666666663 1.0150000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 16 5 6 -1 -5 9 10 11 -3 13 -11 -14 -7 -4 -6 -19 -18 21 22 -2 24 -23 -26 27 -22 -29 -30 right_child=20 8 3 7 17 15 -8 -9 -10 12 -12 -13 14 -15 -16 -17 19 18 -20 -21 26 23 -24 -25 25 -27 -28 28 29 -31 leaf_value=-0.0056234078905180191 0.0019504929247412415 -0.017567765855066569 0.0176133198483347 0.012371015671624111 -0.020455775261303596 0.00096668633253312356 0.015668321360697703 0.039187550453830232 -0.016129400873427499 -0.00072490365316173254 0.022451891904852785 0.0039067244994599216 -0.002320926620864252 0.0075561331725551269 0.0056978834319965106 0.0064603525057987301 -0.0041185870255739266 0.012752246258512928 -0.011647541467116067 0.009821037170424117 -0.0046678680149288033 0.025986559055900998 -0.019708534606805619 -0.019138768052659801 -0.0095103574310012561 0.0082266087079553001 4.9798701002348183e-05 -0.0083584308605716834 0.018206949088844373 0.0037324097853398 leaf_weight=102.10917251557112 11.807233028113844 6.0065797567367545 8.5438342243432981 7.2626571059226972 8.4980697333812731 408.64407359063625 8.6456974595785123 5.8209241181612015 8.8158356100320798 319.98754630982876 7.5992171019315711 76.346412971615791 900.21071557700634 74.694447040557861 43.483841001987457 70.837351612746716 17.832014843821529 5.2857900187373188 15.375401146709917 11.273250460624693 49.948032345622778 5.7661447674036053 15.878260802477596 6.3247987329959861 10.48834551125765 13.936758838593958 5000.773529291153 18.831354305148125 17.600757241249084 207.63742619007826 leaf_count=354 42 21 29 23 46 1381 29 20 34 1060 25 254 3133 241 158 257 62 22 66 39 206 18 59 21 44 59 18461 66 55 732 internal_value=7.21754e-06 -0.000310272 0.000946273 0.00996817 0.000207319 0.00070129 -0.00396134 0.0243018 -0.000896188 -0.000802166 0.00403947 0.00234044 -0.00112757 0.000842301 -0.00195143 0.00177831 0.00498704 -0.00979156 -0.0054053 0.0012806 0.000132061 -0.00383495 -0.0104715 0.00119667 0.00545677 0.000610206 0.000180163 0.00239745 0.00384335 0.00486349 internal_weight=7466.27 2107.27 670.128 50.7327 619.396 590.236 110.755 13.0836 1437.14 1428.33 89.9522 82.353 1338.38 394.682 943.695 479.481 37.6491 29.1593 20.6612 29.1053 5358.99 64.2015 27.6855 36.516 30.1912 24.4251 5294.79 294.018 244.07 225.238 internal_count=27017 7254 2328 173 2155 2021 383 43 4926 4892 300 275 4592 1301 3291 1638 130 134 88 101 19763 243 101 142 121 103 19520 1059 853 787 is_linear=0 shrinkage=0.03 Tree=935 num_leaves=14 num_cat=0 split_feature=5 5 9 0 5 4 5 10 5 12 5 10 5 split_gain=0.367492 0.382836 1.98806 0.956302 0.766678 1.70449 0.529135 2.54729 2.80375 2.48571 1.77274 3.22473 1.41611 threshold=3.2350000000000008 2.9150000000000005 8.5000000000000018 475.00000000000006 2.8350000000000004 1.4950000000000008 2.5050000000000012 -0.33333333333333331 2.5450000000000008 4.5000000000000009 2.475000000000001 1.0000000180025095e-35 2.4650000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 -6 10 8 -8 -9 12 -12 -1 right_child=-2 2 -4 -5 5 -7 7 9 -10 -11 11 -13 -14 leaf_value=-1.6287394515799673e-05 -0.0072540375178693998 0.020180054158379836 -0.0094465565256290854 0.0031321797478510113 0.006364359846708292 -0.016398084311758494 0.025737061357122094 -0.0050173427622937309 0.0045533413817644064 0.006542990142462379 0.0020341395082015307 -0.020722519217338621 0.012771375686815079 leaf_weight=7641.4547942131758 6.2896249741315833 5.8560508936643618 6.1655221730470648 5.9910939708352089 4.8753598481416685 7.5391618758440018 6.8009456992149344 50.633474454283714 32.468464497476816 25.00765909999609 12.194301739335062 10.370213598012922 7.8019225448369971 leaf_count=26420 21 24 19 23 20 24 22 154 109 85 38 33 25 internal_value=-5.36607e-06 4.6615e-07 0.00436902 0.011559 -9.62332e-06 -0.00745895 2.25327e-06 0.00202293 0.00822208 -0.00119539 -2.80129e-05 -0.00842438 -3.24451e-06 internal_weight=7823.45 7817.16 18.0127 11.8471 7799.15 12.4145 7786.73 114.911 39.2694 75.6411 7671.82 22.5645 7649.26 internal_count=27017 26996 66 47 26930 44 26886 370 131 239 26516 71 26445 is_linear=0 shrinkage=0.03 Tree=936 num_leaves=26 num_cat=0 split_feature=13 10 9 8 11 9 11 8 5 4 4 5 11 8 8 9 2 0 5 5 8 0 4 8 3 split_gain=0.397405 0.437144 1.48459 2.43728 5.74618 5.73555 5.13183 2.76523 2.54463 2.34852 4.48572 2.69156 2.25024 3.96857 2.05325 1.42462 1.13002 2.15356 1.09034 3.27615 4.88958 2.40867 1.64691 2.77945 2.64266 threshold=6.1000000000000005 -0.49999999999999994 4.3000000000000016 3.7000000000000006 1.5000000000000004 2.9000000000000004 0.50000000000000022 5.7000000000000002 1.1950000000000005 1.8600000000000005 1.8850000000000005 2.5450000000000008 -1.4999999999999996 3.9000000000000004 4.1000000000000005 5.3000000000000016 1.0000000180025095e-35 475.00000000000006 1.4750000000000008 1.4450000000000007 3.7000000000000006 200.00000000000003 0.84000000000000041 1.9000000000000001 0.90000000000000013 decision_type=2 2 2 2 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 8 -8 -5 12 15 -12 13 -4 -14 -11 17 -3 19 21 -21 -18 24 -24 -20 right_child=-2 16 9 6 -6 -7 7 -9 -10 10 11 -13 14 -15 -16 -17 18 -19 22 20 -22 -23 23 -25 -26 leaf_value=-0.0079582414423885074 0.0065067052116160231 0.019918984483216547 0.017468305560764057 -0.0035556707566016558 -0.021210317627720472 0.0078643241934945405 0.0021256177773869627 0.0096342307787809466 0.00074997753530440755 -0.026479386468153777 -0.0022188515240027405 0.014661321019621127 -0.0016385778406517362 0.0012741546157159869 0.00081190309602674363 -0.00893213539042979 -0.0017774719699577709 -0.0019184154232377909 0.021874096830178685 -0.01354404916642017 -0.0019513291670733835 0.00016675790242307714 -0.015234483711830227 0.00021970924576257645 0.002823695577598559 leaf_weight=24.036564514040947 8.4364845156669599 7.2626451849937466 18.520793810486794 214.31699414551258 7.5061154067516318 145.0095080435276 133.51525726914406 65.944663606584072 291.63995694369078 8.3392508178949374 279.52411602810025 8.7681204527616483 446.33668558299541 51.464143469929695 991.02362125366926 8.3172908723354322 745.83731059730053 9.229617811739443 7.4032925665378562 40.095587685704231 178.61152199655771 2481.7409811243415 10.513906352221964 2753.0749433897436 57.096214201301336 leaf_count=73 25 21 62 630 23 411 383 206 849 24 883 32 1377 164 2933 25 2081 32 23 119 516 7190 38 8693 204 internal_value=-1.38203e-06 -7.49272e-06 0.000312254 0.00132172 0.00447406 0.00561452 0.000532751 0.00460809 -0.00107384 -0.000179012 -0.00258004 -0.00170546 0.000306737 0.00555977 5.09669e-05 -0.0177173 -0.000144435 0.00769805 -0.000165049 -0.0005233 -0.00407662 -0.00028252 0.000271514 0.000160915 0.00501031 internal_weight=8993.57 8985.13 2694.26 881.969 176.552 169.046 705.417 199.46 505.957 1812.29 304.949 288.292 1507.35 69.9849 1437.36 16.6565 6290.87 16.4923 6274.37 3446.29 218.707 3227.58 2828.09 2763.59 64.4995 internal_count=27017 26992 8075 2575 507 484 2068 589 1479 5500 964 915 4536 226 4310 49 18917 53 18864 9906 635 9271 8958 8731 227 is_linear=0 shrinkage=0.03 Tree=937 num_leaves=31 num_cat=0 split_feature=10 2 8 4 5 4 0 6 4 4 12 8 4 5 7 11 11 5 10 4 5 13 0 11 4 13 11 5 10 9 split_gain=0.324373 1.51594 2.21295 3.17487 3.92988 3.57834 1.90332 2.1158 1.72385 1.6715 5.48073 2.85533 1.51079 1.378 0.631866 3.00759 1.25151 0.543421 2.22792 2.19512 2.11656 2.11415 2.06038 2.51105 1.95755 3.23738 1.36791 1.15404 1.92127 1.02798 threshold=1.5000000000000004 1.3 3.9000000000000004 1.195000000000001 1.4250000000000007 1.4550000000000007 925.00000000000011 0.90000000000000013 2.7950000000000004 1.5250000000000006 4.1000000000000005 6.3000000000000016 1.195000000000001 1.2250000000000008 1.0000000180025095e-35 -0.83333333333333315 1.0000000180025095e-35 2.725000000000001 -0.66666666666666663 1.7650000000000006 2.5050000000000012 2.5000000000000004 350.00000000000006 1.0000000000000002 1.8100000000000005 2.1000000000000005 -0.33333333333333309 2.475000000000001 1.0000000180025095e-35 9.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 12 -4 13 -6 8 -8 9 10 -3 -11 -2 -5 15 -1 -17 20 24 21 27 -20 23 -22 25 -19 -24 29 -29 -16 right_child=1 6 3 4 5 -7 7 -9 -10 11 -12 -13 -14 -15 17 16 -18 18 19 -21 22 -23 26 -25 -26 -27 -28 28 -30 -31 leaf_value=0.010650482726594841 0.0042881368991902766 0.0046795012605786489 0.027246582003654703 0.0020619012991341221 0.0013417132735650977 0.02858561267944185 0.00041305668662139833 0.026989036964827028 0.014871055944843272 -0.00036114330618046935 -0.017977987064982076 -0.0091026747996081642 -0.015175720426783047 -0.016091371554484063 3.3519894041683355e-06 -0.023972557392551511 -0.0056136206910609998 0.018948086437969906 -0.0082603218848987126 0.019738329608043937 -0.0041237273647505004 0.012329490177937476 -0.017262612129469692 0.022578001374944714 -0.018615915859976188 -0.013729225076972365 -0.0054589546666820709 -0.0020155864496135003 0.018278701047233014 -0.0067187821858522524 leaf_weight=7.0405080020427731 7.9164361953735334 92.674812033772469 7.1622390151023856 8.5767218321561796 8.6813432872295397 8.674485966563223 5.9856191948056203 4.9058643504977226 6.5186343714594832 142.40116640925407 10.720000319182871 44.02726349234581 6.5659735649824142 6.7059012949466696 6946.859172154218 5.8543553873896581 7.7865642420947552 5.3964536637067813 8.8290846422314697 10.010404091328381 11.783077716827394 9.1287634894251806 13.840680889785288 4.3361521586775771 6.2622032500803462 5.5194379016757011 24.438263989984989 8.6325942501425761 8.1735045015811902 20.534923687577248 leaf_count=23 25 302 21 27 27 27 32 21 26 535 43 210 21 21 24976 31 37 20 47 34 58 40 75 19 27 29 119 36 28 80 internal_value=6.93085e-06 0.000883532 0.00550522 0.00915906 0.00518991 0.0149583 6.69547e-05 0.0123837 -0.000385724 -0.000728876 0.00233037 -0.00242556 -0.0045363 -0.00590362 -3.76759e-05 -0.00527381 -0.0134928 -2.23887e-05 0.00325849 0.00848142 -4.34326e-05 0.00220638 -0.00593811 0.00305917 -0.00524516 0.00242535 -0.00972685 2.47951e-06 0.00785437 -1.64601e-05 internal_weight=7465.94 361.516 54.2831 39.8007 32.6385 17.3558 307.233 10.8915 296.342 289.823 103.395 186.428 14.4824 15.2826 7104.43 20.6814 13.6409 7083.74 45.1463 27.9683 7038.6 17.9578 54.3982 16.1192 17.1781 10.9159 38.2789 6984.2 16.8061 6967.39 internal_count=27017 1338 169 123 102 54 1169 53 1116 1090 345 745 46 48 25679 91 68 25588 197 121 25391 87 271 77 76 49 194 25120 64 25056 is_linear=0 shrinkage=0.03 Tree=938 num_leaves=31 num_cat=0 split_feature=8 10 0 12 10 2 2 8 11 7 12 5 10 2 3 0 4 3 12 7 5 4 5 9 2 10 4 5 4 4 split_gain=0.365563 1.77365 5.37075 2.64958 1.3242 2.79343 3.00133 3.28696 3.24011 2.88092 4.1927 2.53468 3.72003 5.14429 3.0803 2.40811 3.27547 2.64556 2.28628 3.22685 2.65934 4.78359 2.26265 2.20485 2.17028 2.11605 2.23728 2.15766 3.70666 2.31624 threshold=4.5000000000000009 2.1666666666666674 200.00000000000003 3.5000000000000004 1.0000000180025095e-35 1.1000000000000003 0.70000000000000007 4.9000000000000012 -1.0000000180025095e-35 0.50000000000000011 2.5000000000000004 1.2850000000000008 1.1666666666666672 1.9000000000000001 1.5000000000000002 575.00000000000011 1.3050000000000008 2.3000000000000003 2.9000000000000008 2.1000000000000005 1.1950000000000005 2.1050000000000009 1.2350000000000008 7.1000000000000005 2.5000000000000004 -2.1666666666666656 1.5650000000000008 1.9100000000000006 1.7400000000000007 0.88500000000000023 decision_type=2 2 2 2 2 2 2 2 2 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 18 6 9 8 -8 -6 -11 12 13 -7 -14 17 -17 -13 25 20 21 -20 -22 24 -21 26 -2 29 -29 -27 right_child=4 2 3 -5 5 11 7 -9 -10 10 -12 15 14 -15 -16 16 -18 -19 19 23 22 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_value=0.00017210306230253436 -0.0025153348317931883 0.031846128435926505 -0.01635832816259462 0.0087692302817693434 0.013017762847768002 0.0011032284209911557 0.0039112075711431439 0.0039025811594905289 -0.0073073971829851116 -0.0014642080493299093 -0.015703249468987393 -0.0040117682611746789 0.0039531527072297684 -0.0099756947308618261 0.021728694664323835 -0.011258263218547513 0.0017177069724954171 0.00081333789109516632 -0.0095478269630267232 -0.004818042281080898 0.012752577468721439 0.014813653166361958 0.0019754777610260432 0.014661989919030527 -0.022457971439939023 -0.0066433207538332869 -0.023772304687229722 -0.0022474802188751108 -0.018486839714300155 0.00019842292388656791 leaf_weight=3395.1779428087175 12.072468250989916 6.4098373055458095 6.0268675312399891 10.115955553948877 10.298684015870093 170.28515783697367 40.50454007089138 301.3788783326745 54.139453783631325 140.91960894316435 21.443236991763115 604.44514930993319 79.132826847955585 48.452995080500841 9.867962531745432 19.33750181645155 185.05640605837107 123.09706334024668 39.253071460872889 45.043310292065144 17.898981478065252 8.8987308982759696 857.51158365979791 4.4756004512310019 7.2936054747551671 45.962322264909744 7.0633790977299205 103.93233293294907 14.402932040393351 1433.2350515797734 leaf_count=10777 44 19 24 33 30 707 130 973 169 444 63 2189 391 327 43 63 846 372 233 224 85 83 3044 15 75 140 45 298 51 5080 internal_value=-5.02561e-06 0.000227803 0.00861309 -0.000612057 -0.000185655 -0.000808962 0.000931906 0.00237097 -0.0025062 -0.00236879 -0.00334476 -0.00160756 0.000753084 -0.00135088 0.00592402 -0.00238708 0.000490063 -0.00319538 0.000248363 0.0013914 0.00181828 -0.00504568 0.00219583 -0.00554805 -0.00727632 -0.000444795 -0.0103617 -0.000326007 -0.00422402 -1.4167e-05 internal_weight=7823.13 3417.73 22.5527 16.1428 4405.4 1808.36 568.684 396.023 94.644 172.662 162.363 1239.68 307.739 218.738 89.0008 931.936 204.394 727.542 2597.04 980.375 923.562 48.1518 875.411 56.8125 52.3369 1616.67 19.1358 1597.53 118.335 1479.2 internal_count=27017 10853 76 57 16164 6747 1809 1272 299 537 507 4938 1468 1034 434 3470 909 2561 9417 3759 3445 316 3129 314 299 5658 89 5569 349 5220 is_linear=0 shrinkage=0.03 Tree=939 num_leaves=24 num_cat=0 split_feature=12 2 4 11 11 4 10 6 6 11 7 11 11 8 10 5 5 5 8 5 2 0 7 split_gain=0.385956 1.99486 2.40118 2.27232 3.35562 2.95165 1.98866 1.59106 2.66575 3.5348 1.44921 2.69724 2.20372 1.3812 1.48071 1.32535 2.4854 2.0173 1.32251 1.19339 1.11231 0.68341 0.219495 threshold=2.5000000000000004 0.50000000000000011 1.2150000000000005 1.5000000000000004 0.50000000000000022 0.94500000000000017 -2.4999999999999991 3.3000000000000003 2.9000000000000004 -0.33333333333333331 1.1000000000000003 1.1666666666666672 0.83333333333333337 9.1000000000000014 -2.1666666666666656 1.9250000000000003 1.9350000000000005 1.8750000000000002 5.3000000000000016 1.5750000000000008 1.5000000000000002 350.00000000000006 1.1000000000000003 decision_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=6 2 3 4 5 -2 -1 8 10 19 11 -3 -12 14 18 17 -17 -16 -8 -10 -11 -4 -23 right_child=1 7 21 -5 -6 -7 13 -9 9 20 12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 22 -24 leaf_value=-0.013323499800006366 0.015758340659125517 -0.00089611814438527522 -0.007542580489069476 -0.017283691483415423 0.020750862219261139 -0.014165280946534894 0.00011427369109677212 0.011843424019565663 0.013586036129113679 -0.021764459739810903 0.0011288820789198571 0.0023141936764621536 -0.00084608804228748541 -0.011029893454187157 -0.00015789662214026409 -0.020631531986153921 -0.0021541510660487277 0.0061358734780400433 0.01864795405845138 -0.0050617600757540673 -0.0072583656591442437 -0.01667294511063154 -0.026208218654267621 leaf_weight=10.384726256132124 4.2830103412270608 1518.9774253536016 4.6339187547564498 6.1695616021752349 6.7895344682037821 9.6534390822052938 6.7462720572948438 10.609297193586825 6.1748643815517408 12.276349905878307 2260.4419630207121 278.76888544112444 656.06715943291783 10.531163759529589 3977.3200182542205 6.8981720805168143 130.46177393198013 46.368821561336517 7.1245453879237175 6.1797924116253853 7.7674262896180144 4.0452063232660276 4.6937426775693893 leaf_count=29 19 4950 21 28 28 44 19 33 18 50 6821 934 1961 31 11300 23 454 139 23 23 28 22 19 internal_value=-1.42591e-06 0.000182367 -0.00646677 -0.00130113 0.00345644 -0.00496902 -0.000211575 0.00023865 0.000212712 -0.00836323 0.000271649 -0.000398309 0.000684614 -0.000179043 -0.000151672 -0.000184292 -0.00308208 -8.53675e-05 0.00963383 0.00425842 -0.016143 -0.0168559 -0.0217944 internal_weight=8993.37 4797.53 40.2684 26.8955 20.726 13.9364 4195.84 4757.26 4746.65 32.3984 4714.26 1797.75 2916.51 4185.45 4174.92 4161.05 137.36 4023.69 13.8708 12.3547 20.0438 13.3729 8.73895 internal_count=27017 14999 181 119 91 63 12018 14818 14785 119 14666 5884 8782 11989 11958 11916 477 11439 42 41 78 62 41 is_linear=0 shrinkage=0.03 Tree=940 num_leaves=22 num_cat=0 split_feature=13 11 6 4 12 12 13 13 10 6 9 7 5 5 6 9 5 12 11 12 5 split_gain=0.321848 1.15787 1.13731 2.65903 0.938038 1.91771 1.89021 1.03816 0.699066 0.530158 3.27069 3.14333 3.49696 3.49309 1.09996 2.55264 6.30116 3.82113 1.03362 0.623254 0.539086 threshold=5.3000000000000016 0.83333333333333337 3.3000000000000003 1.1150000000000007 2.3000000000000007 1.5000000000000002 5.5000000000000009 5.7000000000000011 -1.0000000180025095e-35 2.7000000000000006 2.7000000000000006 0.90000000000000013 1.3650000000000007 1.0250000000000006 2.5000000000000004 3.9000000000000004 1.2750000000000006 3.5000000000000004 3.1666666666666674 0.70000000000000018 2.2350000000000008 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 4 9 -4 5 -2 -6 -7 -8 14 -11 12 -12 -13 18 16 -16 -17 19 -1 -20 right_child=1 -3 3 -5 6 7 8 -9 -10 10 11 13 -14 -15 15 17 -18 -19 20 -21 -22 leaf_value=-0.0068014586605342044 -0.011713519910447643 -0.015179636600410606 0.018523947651005377 -0.0067939941542701282 -0.019765067374680648 0.0030983332563299477 -0.0069558965241054956 0.018712414571163901 0.0071020058512836961 -0.022169386620664602 -0.026002481268152276 0.021205344557344109 -0.0032558903171948342 8.3738468966572448e-05 -0.0032306471783139883 -0.0017148381416594533 0.022536754547594504 0.013982686359382334 -0.01806497729050285 1.2907345431360513e-05 -0.0027358097915141581 leaf_weight=12.100386947393416 5.7039116472005871 5.6694193035364142 9.1169281005859357 6.32258516550064 5.8957257270813015 11.354379281401636 5.8073816895484933 5.7850342839956275 7.0464941263198826 6.7357483059167853 8.2693167626857775 7.519942194223403 23.004310674965382 112.02771822363138 16.903755471110344 100.4637887775898 17.26510713994503 16.20796213299036 4.2477517426013929 7074.1122437976301 4.0175874717533588 leaf_count=46 21 24 25 26 26 38 21 21 27 25 32 23 86 384 57 338 54 57 19 25643 24 internal_value=6.60638e-06 -0.00246119 2.23288e-05 0.00815608 -0.000727575 0.0033541 -0.00570043 0.00836852 0.000750645 5.36498e-06 -0.00171624 -0.000802793 -0.0092705 0.00141236 4.28031e-05 0.00257783 0.0097893 0.000465852 -1.10958e-05 1.27116e-06 -0.0106138 internal_weight=7465.58 47.2623 7418.32 15.4395 41.5929 22.8433 18.7496 17.1394 12.8539 7402.88 157.557 150.821 31.2736 119.548 7245.32 150.841 34.1689 116.672 7094.48 7086.21 8.26534 internal_count=27017 178 26839 51 154 80 74 59 48 26788 550 525 118 407 26238 506 111 395 25732 25689 43 is_linear=0 shrinkage=0.03 Tree=941 num_leaves=31 num_cat=0 split_feature=13 9 6 5 8 11 12 0 2 10 8 4 12 13 10 9 7 11 4 9 3 0 0 3 4 11 8 4 9 13 split_gain=0.362834 2.04559 2.06392 4.5824 2.20709 2.20486 2.76982 3.39401 2.82283 2.34848 2.75906 1.93872 1.58523 1.33564 3.41658 3.91207 2.78037 3.53837 2.39098 2.32903 3.74621 2.26847 3.26465 1.72259 1.34364 3.42186 4.06716 3.19418 2.18553 2.8049 threshold=2.3000000000000007 2.1000000000000005 1.5000000000000002 2.3950000000000009 2.5000000000000004 -1.1666666666666663 2.3000000000000007 575.00000000000011 0.70000000000000007 -1.0000000180025095e-35 4.1000000000000005 1.3650000000000009 1.5000000000000002 2.7000000000000006 0.83333333333333337 6.5000000000000009 0.50000000000000011 -0.33333333333333309 0.89000000000000024 6.9000000000000012 1.7000000000000004 925.00000000000011 725.00000000000011 1.1000000000000003 1.0850000000000006 -0.83333333333333315 4.7000000000000002 0.81500000000000028 7.7000000000000002 3.3000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 4 -4 6 7 -3 -8 12 -11 -6 -7 14 15 21 -17 -18 -16 20 -20 22 -2 -21 25 26 27 -15 -27 -30 right_child=13 2 3 -5 11 9 8 -9 -10 10 -12 -13 -14 24 18 16 17 -19 19 23 -22 -23 -24 -25 -26 28 -28 -29 29 -31 leaf_value=-0.015211955824768621 -0.00068192304585504835 0.0051456964064323409 0.01252209781723088 0.015158796541614327 -0.008613151606951374 -0.0038341987983249448 -0.01587892329974807 0.024569951455039173 0.0016628840144902904 -0.0035595167893963903 -0.00031578005452498152 -0.0020456703597249207 0.0011300496338106714 -0.0023343492392419248 -0.019278188877167542 0.018748489550857637 -0.0017751180191449302 0.0061027665662509115 0.0030007984221146304 -0.015938693909303445 0.011706901696627296 -0.016175176383205869 0.011162510376236438 0.00066722661489672006 -0.00044021059243690277 0.00040374125213184778 -0.0057768194292013471 0.010851746902930308 3.079924682948839e-06 -0.022232406583176396 leaf_weight=8.2521483339369279 965.30581574887037 51.004506096243858 6.5205189883708945 11.282473176717756 79.703913301229477 62.053235024213791 8.6503153890371305 9.6234720349311811 181.19412641972303 327.94997379928827 841.72804136388004 82.148612156510353 863.56881481036544 20.833654969930649 3.8681073933839789 10.679845720529554 83.452446512877941 133.23772569745779 142.1413404867053 6.951862432062625 64.743271045386791 8.2992433123290521 21.408045271411538 29.391709715127945 3055.9214067663997 618.3463322520256 23.294002324342728 80.106334745883942 11.992438152432443 8.8913532197475416 leaf_count=46 3268 160 18 43 233 207 25 31 629 1044 3137 260 3078 60 12 34 257 407 543 26 208 66 149 90 10735 1886 71 234 35 25 internal_value=-4.66559e-06 -0.000299859 -0.000251132 -0.00335014 -0.0045904 -1.37883e-05 0.0026464 0.00822891 0.000863587 -0.000331787 -0.00122525 -0.00527981 0.000797249 0.00013675 0.000905349 0.000254972 0.0038053 0.00306881 0.00412276 0.00449491 0.00572532 -0.000556313 -0.000424943 -0.00250918 -0.000158963 0.000966788 0.00552261 0.00813018 8.13677e-05 -0.00946376 internal_weight=7822.55 2533.68 2525.43 179.656 168.373 2345.77 250.472 60.628 189.844 2095.3 1169.68 161.853 925.622 5288.86 1469.48 1222.38 227.37 216.69 247.096 243.228 206.885 995.013 986.714 36.3436 3819.39 763.464 124.234 100.94 639.23 20.8838 internal_count=27017 8911 8865 554 511 8311 845 191 654 7466 4181 493 3285 18106 5060 4181 698 664 879 867 751 3483 3417 116 13046 2311 365 294 1946 60 is_linear=0 shrinkage=0.03 Tree=942 num_leaves=27 num_cat=0 split_feature=5 10 4 5 3 5 0 6 10 4 13 8 10 8 8 10 6 5 9 12 12 5 9 12 8 12 split_gain=0.392415 3.01708 2.22259 2.9451 2.07399 1.80985 2.75228 2.08422 2.56597 1.78812 3.47775 2.10742 3.68648 2.88734 1.73506 2.87663 1.17577 0.837335 3.75867 8.75631 4.43905 1.67115 5.43665 1.38409 0.433525 0.0060514 threshold=2.1250000000000009 -2.1666666666666656 0.88500000000000023 2.3150000000000008 3.5000000000000004 2.0250000000000008 525.00000000000011 2.5000000000000004 -0.49999999999999994 0.97000000000000031 2.9000000000000008 2.9000000000000004 0.33333333333333326 3.1000000000000005 4.7000000000000002 -0.33333333333333309 0.90000000000000013 1.9750000000000003 6.9000000000000012 3.7000000000000006 3.5000000000000004 1.9250000000000003 3.9000000000000004 5.700000000000002 5.9000000000000012 2.9000000000000008 decision_type=2 2 2 2 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 24 3 -3 5 17 7 8 -7 10 25 12 -11 -13 16 -16 -8 21 19 -19 -20 23 -23 -1 -2 -4 right_child=1 2 9 -5 -6 6 14 -9 -10 11 -12 13 -14 -15 15 -17 -18 18 20 -21 -22 22 -24 -25 -26 -27 leaf_value=1.0284031510154983e-05 0.021684310477858921 0.024946904941754101 -0.024916841194366594 -0.0024366745289341805 0.016235000107744948 -0.0083785580228002941 -0.0038006810926232712 0.016318268056279502 0.00084862341105154855 -0.0017730314297926741 0.010777454582604892 -0.017739584750975843 0.024299041259334991 0.00029571605781635398 0.0048894410104002228 -0.012307511272889607 -0.019899147194092189 0.01067066354655306 -0.014753261590788385 -0.0074966673356993514 0.006303032753063857 0.02259826014930149 -0.0043020375354642692 0.010486458101111512 0.010244377625078963 -0.023187253163667723 leaf_weight=7941.6922987475991 5.6971060633659345 7.5639398396015149 3.491946265101431 6.6358120106160641 7.032225750386714 36.177774652838707 5.6306740045547512 6.188522905111312 108.38696441054344 10.813585147261621 4.0050619393587112 8.1319116577506048 8.8965915851294977 454.67011868953705 16.033131510019302 19.283290073275566 14.856655329465864 76.479876711964607 21.73894290626049 34.715188190340996 15.390283539891241 7.0797055512666693 150.56696995347738 11.366421751677988 6.2541786804795265 3.8037521876394749 leaf_count=23160 19 30 16 35 27 128 20 23 376 48 18 39 39 1760 52 70 65 248 73 113 51 23 495 43 21 25 internal_value=-1.27008e-06 0.0007987 0.000448192 0.01215 -5.03642e-05 -6.38922e-05 -0.00283759 -0.000730677 -0.00146051 0.000111702 -0.0116844 0.000387974 0.00999513 -2.11829e-05 -0.00852938 -0.00450035 -0.0154747 5.47744e-06 0.0022392 0.00499881 -0.0060253 -3.53717e-05 -0.00309398 2.52565e-05 0.0156977 -0.0240151 internal_weight=8992.58 519.964 508.013 14.1998 8472.62 8465.59 206.557 150.753 144.565 493.813 11.3008 482.512 19.7102 462.802 55.8038 35.3164 20.4873 8259.03 148.324 111.195 37.1292 8110.71 157.647 7953.06 11.9513 7.2957 internal_count=27017 2050 2010 65 24967 24940 734 527 504 1945 59 1886 87 1799 207 122 85 24206 485 361 124 23721 518 23203 40 41 is_linear=0 shrinkage=0.03 Tree=943 num_leaves=31 num_cat=0 split_feature=12 0 5 5 2 9 13 12 10 5 7 9 5 7 8 5 9 0 9 12 5 6 7 9 5 11 4 3 10 7 split_gain=0.325868 1.69527 4.58171 3.23772 2.79522 5.37806 2.49466 2.0741 3.79199 2.4592 2.06761 5.04633 2.59533 1.74799 1.73843 2.58162 1.09103 2.32832 3.50884 3.50334 3.03223 2.4063 1.81671 1.63009 3.19835 3.23999 3.58649 2.98922 2.30428 2.37172 threshold=2.1000000000000005 475.00000000000006 1.9900000000000007 1.9250000000000003 1.5000000000000002 4.1000000000000005 3.1000000000000005 0.90000000000000013 0.33333333333333326 0.78500000000000025 2.1000000000000005 5.1000000000000005 1.2750000000000006 1.7000000000000004 3.7000000000000006 0.74500000000000033 2.3000000000000003 350.00000000000006 1.7000000000000004 2.3000000000000007 1.0650000000000006 1.1000000000000003 1.5000000000000002 3.1000000000000005 1.0050000000000006 -1.1666666666666663 1.0150000000000006 1.5000000000000002 0.83333333333333337 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 -1 8 13 14 12 -12 -11 -3 -9 -16 17 18 -2 -19 21 -21 -22 24 28 27 -27 -26 29 -18 right_child=16 7 -4 -5 5 -7 -8 9 -10 10 11 -13 -14 -15 15 -17 23 19 -20 20 22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00020380481217336646 0.0038069504707155463 -0.023182257904357254 -0.019345028174189816 0.018428185140575277 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5.9066792130470276 9.1486889570951444 4999.9799042120576 9.0247722864151019 17.715409711003304 207.96368458122015 9.7297662347555143 10.307366594672201 4.7740712687373152 leaf_count=2285 35 38 45 26 33 57 1279 24 24 1289 338 132 1549 36 69 30 143 25 54 26 46 24 33 18461 32 55 732 34 40 23 internal_value=6.61776e-06 -0.000309476 -0.00112971 -0.000922444 -0.00106189 0.00916198 -0.00129139 0.000573408 -0.00770964 0.000795507 0.000520114 0.00399424 -4.02706e-05 -0.0144112 0.00892834 0.0124397 0.000130906 -0.00376142 -0.011464 0.000486841 0.00444559 -0.00805832 0.0108183 0.000177988 0.00234798 0.00375986 0.00475555 -0.00822147 -0.00458097 -0.00787722 internal_weight=7465.14 2106.88 1092.19 1079.9 1072.17 23.539 1048.63 1014.69 26.4972 988.193 955.827 132.762 823.065 19.6465 32.3661 25.7886 5358.26 64.0384 22.7643 41.2741 34.2482 11.5621 22.6861 5294.22 294.241 244.434 225.679 18.7545 49.8071 39.4997 internal_count=27017 7254 3725 3680 3654 90 3564 3529 98 3431 3308 470 2838 74 123 99 19763 243 89 154 129 50 79 19520 1059 853 787 66 206 166 is_linear=0 shrinkage=0.03 Tree=944 num_leaves=25 num_cat=0 split_feature=2 4 10 8 0 11 7 4 9 4 0 4 9 3 12 5 5 13 6 8 10 3 4 5 split_gain=0.363396 1.97685 1.90694 1.46858 2.31489 2.49004 2.2741 1.87659 2.68012 2.304 1.05775 0.719921 2.87286 1.4235 0.734356 2.53406 1.76469 2.08569 0.764274 3.76946 2.9719 0.7604 1.9859 0.730164 threshold=2.3000000000000003 1.3450000000000006 -3.1666666666666661 4.5000000000000009 475.00000000000006 1.0000000180025095e-35 1.3 1.8450000000000004 6.9000000000000012 2.0750000000000006 525.00000000000011 2.5950000000000011 6.9000000000000012 1.7000000000000004 5.1000000000000005 2.0750000000000011 2.265000000000001 1.7000000000000004 0.3000000000000001 7.1000000000000005 -1.1666666666666663 0.3000000000000001 1.8550000000000004 3.0650000000000008 decision_type=2 2 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 10 -3 4 5 -4 -6 8 -5 -9 -2 14 13 -13 18 -16 -17 -18 19 20 -1 22 -20 -23 right_child=1 2 3 7 6 -7 -8 9 -10 -11 -12 12 -14 -15 15 16 17 -19 21 -21 -22 23 -24 -25 leaf_value=-0.020286733027772477 -0.025181595880061195 0.0212605107260216 0.0153843366126428 -0.0033857855209585347 -0.006497562958199447 0.00067474839695058511 0.0047535321917118803 0.0034447623187241674 -0.018532650480502611 -0.0027661625321574691 -0.0050174992074678007 -0.015878391850773322 0.030413302039341891 0.010173763128919653 0.021364782682129664 -0.013136304142437934 -0.0080621047317610949 0.0095719074000532121 -0.0036590533613923208 0.019114066821501269 -0.0024602365315145396 9.036826979733222e-05 0.012710669707422901 -0.0093076327792786309 leaf_weight=9.5901580750942212 4.4017888233065587 3.5777147449553004 20.209172159433365 72.623885855078697 34.525152184069157 21.246101371943951 30.408705249428749 88.027858320623636 12.293253906071184 138.06185270287097 5.0019332617521286 3.7153985165059549 3.4458766132593155 3.836999423801899 6.4071253240108481 6.595000594854354 8.7517804503440875 19.457251973450184 95.660141032189131 6.5110627226531497 68.790571097284555 7144.0461406782269 7.1697891280055037 7.4480833858251563 leaf_count=42 21 16 79 324 142 81 133 457 40 1002 23 34 13 18 20 20 29 77 378 30 281 23695 39 23 internal_value=-4.85583e-06 -0.000852274 -0.000548391 -0.000735326 0.00230719 0.00784558 -0.00122864 -0.00177611 -0.00557856 -0.000347944 -0.0144561 4.44864e-05 0.00771418 -0.00264258 3.30571e-05 0.00402653 0.000834711 0.004101 1.06329e-05 -0.00281937 -0.00464137 4.37502e-05 -0.00251768 8.05805e-05 internal_weight=7821.8 430.377 420.974 417.396 106.389 41.4553 64.9339 311.007 84.9171 226.09 9.40372 7391.43 10.9983 7.5524 7380.43 41.2112 34.804 28.209 7339.22 84.8918 78.3807 7254.32 102.83 7151.49 internal_count=27017 2318 2274 2258 435 160 275 1823 364 1459 44 24699 65 52 24634 146 126 106 24488 353 323 24135 417 23718 is_linear=0 shrinkage=0.03 Tree=945 num_leaves=17 num_cat=0 split_feature=4 4 4 6 2 4 9 2 12 5 9 9 8 10 2 13 split_gain=0.388678 0.905583 0.543965 0.397985 2.22043 2.96011 3.32688 1.9624 2.07251 1.9394 1.47578 2.75373 3.3706 1.35193 3.18641 1.68615 threshold=2.975000000000001 3.0750000000000006 2.8750000000000004 1.7000000000000004 1.7000000000000004 1.2050000000000007 4.3000000000000016 1.0000000180025095e-35 1.1000000000000003 1.1150000000000009 8.9000000000000021 9.1000000000000014 5.7000000000000002 -1.4999999999999996 2.5000000000000004 4.3000000000000016 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 9 -7 -5 -9 -6 13 -12 -13 14 -1 -15 right_child=1 -3 -4 4 5 6 -8 8 -10 -11 11 12 -14 15 -16 -17 leaf_value=0.0028624039150906178 -0.012668783171508798 0.002324739978770635 0.008334632515281163 0.013276605535433189 -0.0026328550845609441 0.0021165848111179531 -0.0037258520769086483 -0.0058012218289367609 0.00017576300749869245 -0.022419462228006788 -0.018481119672600448 0.0056431411593407454 -0.012377076538249373 8.5137616809657391e-06 -0.005795788959875545 0.0055842537723442311 leaf_weight=340.49359229952097 7.0017602369189245 7.5184819549322128 7.0539107248187056 10.095082342624663 7.6779682934284237 131.40556267648935 263.84806956537068 53.641675621271133 1959.6375242006034 10.631686814129351 10.727474436163901 24.123194757848978 15.245706081390379 6050.9276033025235 43.097121603786945 49.20979779958725 leaf_count=1005 24 27 29 33 21 384 814 157 6006 34 39 98 53 18005 143 145 internal_value=-9.25009e-07 -0.00490524 7.00697e-06 4.5877e-07 -0.000326732 -0.00232975 -0.00178348 8.26703e-05 1.65126e-05 -0.0141221 0.000122492 -0.0050068 -0.00133523 0.000162123 0.00188964 5.34932e-05 internal_weight=8992.34 14.5202 8977.82 8970.76 2436.94 413.563 395.254 2023.37 2013.28 18.3097 6533.82 50.0964 39.3689 6483.73 383.591 6100.14 internal_count=27017 51 26966 26937 7449 1253 1198 6196 6163 55 19488 190 151 19298 1148 18150 is_linear=0 shrinkage=0.03 Tree=946 num_leaves=26 num_cat=0 split_feature=8 5 3 6 12 12 11 4 11 4 4 8 12 9 5 6 4 9 4 12 4 13 4 3 7 split_gain=0.321248 1.77247 2.17636 4.02182 2.56107 2.48069 1.7642 1.43245 1.2717 0.602145 0.561634 1.54528 1.66714 1.47597 2.56404 1.48668 1.11628 1.04281 1.04251 2.19812 1.22463 2.21994 1.01132 0.227635 0.212959 threshold=8.7000000000000011 2.4450000000000007 1.7000000000000004 1.1000000000000003 3.5000000000000004 4.5000000000000009 0.33333333333333326 1.7300000000000004 0.33333333333333326 1.8100000000000005 2.6550000000000007 7.9000000000000012 4.3000000000000016 3.9000000000000004 2.0350000000000006 0.70000000000000007 2.5750000000000006 5.7000000000000002 2.5250000000000008 3.9000000000000008 2.3450000000000011 1.9000000000000001 2.265000000000001 1.3 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 4 7 24 9 -2 -6 -5 16 13 -13 -12 15 -15 18 23 20 -20 22 -22 -1 -18 -4 right_child=1 -3 5 6 8 -7 -8 -9 -10 -11 11 12 -14 14 -16 -17 17 -19 19 -21 21 -23 -24 -25 -26 leaf_value=1.0888866330714792e-05 -0.0010428210041115112 0.017010707714452605 -0.024200235633109267 0.02797931163391312 -0.0068606078056187968 0.0021444027863660379 0.00081921719319953223 -0.023085334533871387 0.018945345186687623 0.012659871380374924 0.012355987348752283 0.024391311150047789 5.1593029627063205e-05 0.0015721799626667323 0.009934942985676742 -0.020338758633211686 -0.01171504781310018 0.0010876956942643659 -0.0060773469881262414 0.020485400529677837 -0.012467123498462645 -0.00040326125265640049 0.0040411272715722146 -0.023420314716183412 -0.015289331402447046 leaf_weight=7227.3179426714778 3.7391473129391697 4.0233630612492552 7.1903873160481471 4.4040031880140322 3.4504663273692122 6.583788037300109 8.1687368452548963 9.1377238370478135 3.4242225401103497 4.8546484187245369 6.3845614269375828 5.7149766311049444 4.5484271608293056 4.2983493916690367 7.1973724216222754 7.9264764878898859 2.8075340278446657 4.5525768958032131 4.9172518849372846 6.5235044807195663 19.817066868767142 44.679588653147221 56.473923478275537 3.1990473233163357 3.6334993168711662 leaf_count=25774 17 18 37 17 21 32 39 63 19 26 33 29 25 23 29 53 23 29 27 36 109 248 247 21 22 internal_value=6.56617e-06 -0.00220573 -0.0036221 0.000476783 -0.0087915 -0.0123764 0.0109811 -0.0166847 0.00599311 0.0199468 2.40731e-05 0.00375841 0.0136047 -0.000157473 -0.00427096 -0.0126347 5.79729e-06 -0.00974143 1.97818e-05 0.0090687 5.69333e-06 -0.00410997 4.21368e-05 -0.0179492 -0.0212089 internal_weight=7464.97 58.61 54.5866 37.1789 19.7516 17.4077 17.4274 12.8769 6.87469 9.25865 7406.36 36.0702 10.2634 25.8068 19.4222 12.2248 7370.29 10.5592 7359.73 11.4408 7348.29 64.4967 7283.79 6.00658 10.8239 internal_count=27017 311 293 202 120 91 82 80 40 43 26706 192 54 138 105 76 26514 73 26441 63 26378 357 26021 44 59 is_linear=0 shrinkage=0.03 Tree=947 num_leaves=13 num_cat=0 split_feature=5 5 12 5 10 11 2 12 2 11 5 7 split_gain=0.359556 0.432871 1.90038 0.749517 1.65817 0.519938 2.34499 3.14828 2.18324 1.10661 2.21076 0.831302 threshold=3.2250000000000001 2.9150000000000005 4.3000000000000016 2.8350000000000004 -1.0000000180025095e-35 -1.8333333333333328 1.9000000000000001 3.7000000000000006 1.5000000000000002 -1.4999999999999996 2.0750000000000011 0.3000000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 6 8 -8 -1 10 -7 -11 right_child=-2 2 -4 4 -6 9 7 -9 -10 11 -12 -13 leaf_value=0.0010822143577008476 -0.0067092206950625441 0.016847994736044907 -0.0035397432855764207 -0.018734512643958534 0.0032559319635668293 -0.0035599104530295821 -0.01983419560286627 0.00057594789653392711 0.0092927363993630455 0.0022317208622119242 0.0059283833201021399 -2.5050611019590368e-05 leaf_weight=131.11023689806461 7.1934921890497199 6.9502281099557903 10.085981115698813 5.9832506775856018 6.3732628971338254 165.44067480973899 10.089381240308287 20.874367604032159 37.47994577139616 149.94202740490437 25.508353255689144 7244.3474302813411 leaf_count=392 24 27 36 19 25 552 46 81 122 458 79 25156 internal_value=-5.20347e-06 9.68035e-07 0.0047778 -9.469e-06 -0.00739224 2.24941e-06 0.00151382 -0.00607459 0.00290753 -3.75172e-05 -0.0022924 2.07124e-05 internal_weight=7821.38 7814.19 17.0362 7797.15 12.3565 7784.79 199.554 30.9637 168.59 7585.24 190.949 7394.29 internal_count=27017 26993 63 26930 44 26886 641 127 514 26245 631 25614 is_linear=0 shrinkage=0.03 Tree=948 num_leaves=24 num_cat=0 split_feature=12 2 4 5 4 9 10 6 6 11 8 11 4 8 10 0 9 2 8 5 2 0 7 split_gain=0.388281 1.93626 2.33574 2.225 2.4802 1.94463 1.92552 1.52833 2.58896 3.42196 1.40139 3.03561 1.53527 1.32378 1.41989 1.32871 3.10352 1.91306 1.27799 1.13272 1.10131 0.675985 0.215594 threshold=2.5000000000000004 0.50000000000000011 1.2150000000000005 1.9000000000000004 1.0250000000000006 5.7000000000000002 -2.4999999999999991 3.3000000000000003 2.9000000000000004 -0.33333333333333331 3.5000000000000004 -0.66666666666666619 1.7100000000000002 9.1000000000000014 -2.1666666666666656 725.00000000000011 4.3000000000000016 1.7000000000000004 5.3000000000000016 1.5750000000000008 1.5000000000000002 350.00000000000006 1.1000000000000003 decision_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=6 2 3 4 -2 -5 -1 8 10 19 11 -3 -12 14 18 17 -17 -16 -8 -10 -11 -4 -23 right_child=1 7 21 5 -6 -7 13 -9 9 20 12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 22 -24 leaf_value=-0.013117945484357048 -0.0055188815543600602 -0.0045885444499488889 -0.0074194050824840018 0.0010972690970167786 0.018420521758404175 -0.023812079155619833 0.0001009450756532405 0.01160394289809766 0.013206933785914221 -0.021594421378483757 0.00092960545672800916 0.00025960009890069663 -0.00025181595857273357 -0.010799472837086377 -0.00014668564033399142 0.012179230692001049 -0.00078355468624997612 -0.0041002379093705394 0.018350014149129609 -0.0049610862206976745 -0.0071193204579673023 -0.016548728656669509 -0.026054447071764349 leaf_weight=10.378225445747374 8.0645055025815982 162.62044718489051 4.6149575076997271 5.6017419174313527 7.5334065258502951 5.6815513111650944 6.7444572746753675 10.625098809599875 6.1911375224590284 12.149068381637337 2507.2166181281209 407.50341113097966 1635.870933778584 10.537603348493574 3975.193751886487 25.848523169755936 46.572224572300911 113.29252051562071 7.0785659626126289 6.1630105152726173 7.7470167204737654 4.00740899145603 4.6265298128128052 leaf_count=29 29 526 21 29 27 34 19 33 18 50 7660 1303 5177 31 11349 88 150 329 23 23 28 22 19 internal_value=-1.03396e-06 0.000183348 -0.00637876 -0.00129759 0.00604326 -0.0114455 -0.000211809 0.000238717 0.00021327 -0.00825777 0.000271233 -0.00112327 0.000463129 -0.000179806 -0.000153 -0.000184889 0.00384314 -0.000256239 0.00944602 0.00414361 -0.0159582 -0.0166881 -0.0216424 internal_weight=8991.86 4796.22 40.1301 26.8812 15.5979 11.2833 4195.65 4756.09 4745.46 32.2502 4713.21 570.124 4143.09 4185.27 4174.73 4160.91 72.4207 4088.49 13.823 12.3541 19.8961 13.2489 8.63394 internal_count=27017 14999 181 119 56 63 12018 14818 14785 119 14666 1829 12837 11989 11958 11916 238 11678 42 41 78 62 41 is_linear=0 shrinkage=0.03 Tree=949 num_leaves=17 num_cat=0 split_feature=8 9 5 5 3 4 5 7 13 7 13 5 6 5 8 9 split_gain=0.31912 0.530665 0.469207 1.99674 2.94297 1.79911 1.43714 1.60268 3.28774 1.39111 1.34448 0.973519 5.26599 1.28033 0.534555 0.397378 threshold=1.1000000000000003 1.3 0.88500000000000023 0.8300000000000004 0.3000000000000001 0.88500000000000023 0.92500000000000027 0.70000000000000007 1.9000000000000001 2.5000000000000004 2.5000000000000004 0.93000000000000027 1.9000000000000001 0.97000000000000031 3.7000000000000006 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 -2 3 5 -5 14 7 -4 -9 -6 -7 12 -8 -13 -3 -1 right_child=1 2 6 4 9 10 11 8 -10 -11 -12 13 -14 -15 -16 -17 leaf_value=0.00091866201694223483 0.010043398436613393 -0.017459626789637039 -0.0088299005731442819 -0.024798291479598819 -0.0024172168593490848 0.0059138163731813935 -0.011846512116988187 0.025488107848214966 0.00327695006536438 -0.019036785885181727 -0.00027731973730320221 0.0032141233826060334 0.019476808387800883 -2.5520224987024057e-05 -0.0041240278275818162 -0.011653669239701566 leaf_weight=4.3513883948326093 4.7445216663181773 5.6169828772544843 8.3200124129652959 6.1735161766409865 80.718927480280399 45.583247311413288 23.556462824344639 6.4904348105192176 79.034340217709541 4.8024606332182875 102.67803350836039 111.55037557333708 6.0764725357294074 6965.0918880011886 5.2187233865261078 4.7136372327804565 leaf_count=20 21 21 32 29 302 170 97 21 280 21 399 397 19 25146 19 23 internal_value=6.64725e-06 1.34869e-05 7.10013e-06 -0.00126849 -0.0047945 0.000763709 5.15311e-05 0.00373975 0.00496254 -0.00335049 0.00162616 2.82487e-06 -0.00542341 2.55469e-05 -0.0110369 -0.00561871 internal_weight=7464.72 7455.66 7450.91 250.792 91.6949 159.097 7200.12 93.8448 85.5248 85.5214 148.261 7106.28 29.6329 7076.64 10.8357 9.06503 internal_count=27017 26974 26953 961 352 609 25992 333 301 323 569 25659 116 25543 40 43 is_linear=0 shrinkage=0.03 Tree=950 num_leaves=28 num_cat=0 split_feature=3 6 8 13 11 6 9 4 7 7 11 5 7 5 5 7 13 12 6 4 4 5 13 6 4 6 13 split_gain=0.357886 1.85441 0.412602 1.15201 5.32836 2.61213 2.39128 1.95901 1.66108 1.94213 3.76576 1.44316 3.28336 1.73492 1.12958 2.9897 3.64047 2.71817 4.719 3.95986 2.21859 1.32739 2.42008 2.38568 1.65221 1.11994 1.88663 threshold=1.0000000180025095e-35 1.5000000000000002 4.7000000000000002 4.7000000000000011 1.1666666666666672 3.1000000000000005 3.9000000000000004 1.4650000000000005 2.9000000000000004 3.1000000000000005 -1.0000000180025095e-35 0.87000000000000033 1.9000000000000001 0.98000000000000043 0.91000000000000036 2.3000000000000003 4.7000000000000011 1.7000000000000004 1.9000000000000001 1.195000000000001 1.6100000000000005 0.9650000000000003 2.1000000000000005 1.3 1.6550000000000002 3.3000000000000003 4.7000000000000011 decision_type=2 2 2 2 2 2 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 8 5 7 -7 -5 11 10 -10 12 -2 -13 15 17 20 19 -19 -4 -17 22 24 -24 -16 26 -23 right_child=2 -3 14 4 -6 6 -8 -9 9 -11 -12 13 -14 -15 21 16 -18 18 -20 -21 -22 25 23 -25 -26 -27 -28 leaf_value=-0.017779106174526594 0.0065301873218524941 0.0085539623403975713 0.0018041634386124466 -0.0059339789885724118 0.0171147180712438 0.015560219613326974 -0.0038593003784213641 -0.019637197161374329 0.019149526005083978 0.023194814967723271 -0.012857585729644608 -0.0032658417267391556 -0.0064675260178429315 0.00028761739825275255 -0.019486991283712132 0.024798220466051353 -0.016482757111294578 -0.0049878702663717044 0.014592107693851832 -0.018347032499280248 -0.0018444074709263363 -0.00024471335268932965 0.016386547546955427 0.0019386840574373138 0.0037546513656074041 -0.011047784708983221 0.0054326179701013368 leaf_weight=5.2747919596731645 81.704902626574039 4.4266839623451233 13.575693070888518 58.336056783795357 10.76453550159931 8.9894145727157611 15.628399804234503 11.190459832549093 6.4226799905300149 6.0357138365507117 6.8225244134664544 128.14734161645174 22.256142288446426 3529.2188778296113 5.5577050894498807 8.9251421168446559 3.9477179646491996 60.114180609583855 13.580924876034258 24.826427221298218 4.1075654290616503 3681.0177211035043 17.306550204753876 25.356463089585304 5.4544583112001419 8.5275834351778013 53.444276448339224 leaf_count=38 311 21 50 193 32 28 48 43 24 24 28 497 99 11068 25 38 21 335 51 103 28 13463 86 102 40 26 195 internal_value=-5.15571e-06 -0.0057636 1.99619e-06 0.000221157 -0.00287983 -0.00516602 0.00323191 -0.00813954 0.000307207 0.0090902 0.00266286 0.000262185 0.00374762 0.000163111 -0.000214919 -0.00297483 0.0087561 -0.00475182 -0.00137957 -0.0112233 0.0164012 -0.000121089 0.00456318 0.00779956 -0.00797512 -0.000188262 -0.000163464 internal_weight=7820.96 9.70148 7811.26 3885.52 104.909 94.1443 24.6178 69.5265 3780.61 19.2809 13.2452 3761.33 103.961 3657.37 3925.74 129.078 16.9804 112.097 73.6951 38.4021 13.0327 3796.66 53.6752 42.663 11.0122 3742.99 3734.46 internal_count=27017 59 26958 12395 344 312 76 236 12051 76 52 11975 410 11565 14563 626 87 539 386 153 66 13937 253 188 65 13684 13658 is_linear=0 shrinkage=0.03 Tree=951 num_leaves=31 num_cat=0 split_feature=5 5 11 2 11 6 10 3 9 12 12 5 2 5 4 11 5 9 12 5 0 4 7 4 4 3 4 6 4 5 split_gain=0.386549 2.96425 2.39384 2.62828 3.318 4.80122 2.04625 1.99945 1.83402 1.95013 4.18835 3.5049 2.48756 1.94353 3.55471 3.39127 2.96202 3.08545 2.45384 1.73857 2.66203 2.04734 3.49364 3.12674 1.71915 2.73147 2.5423 1.26743 0.954599 0.805606 threshold=2.1250000000000009 2.1550000000000011 -1.1666666666666663 1.9000000000000001 1.5000000000000004 2.1000000000000005 -1.0000000180025095e-35 3.5000000000000004 5.3000000000000016 4.1000000000000005 3.5000000000000004 2.225000000000001 1.5000000000000002 2.1950000000000007 1.9050000000000002 -0.83333333333333315 2.2050000000000005 6.9000000000000012 3.5000000000000004 2.0250000000000008 525.00000000000011 1.3150000000000006 1.3 1.2050000000000007 1.6550000000000002 1.5000000000000002 1.0750000000000008 1.3 1.6000000000000008 1.9750000000000003 decision_type=2 2 2 2 2 2 2 2 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 -2 4 5 -4 -5 19 9 10 11 -3 -11 14 15 -10 17 -15 -18 29 21 23 -23 -21 26 -26 -22 -12 -14 -1 right_child=1 8 3 6 -6 -7 -8 -9 13 12 27 -13 28 16 -16 -17 18 -19 -20 20 24 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-3.5153699190747543e-05 0.021816131701234292 0.0041093936601795875 -0.0088504382146358685 0.0048563065900592405 0.020534857764401619 0.019144957556112337 0.028977684425616212 0.01592234429881836 -0.026398250848987306 -0.024413162704061592 0.01827841637871179 -0.017285020737083386 -0.015683598393494754 0.028730445491161601 0.01148411349598227 -0.0043725462189361372 0.0045601795769597987 -0.00026597609055950848 -0.00091516514323359448 -0.0012622701848215916 0.0073456434428173303 -0.0026267369500108917 0.008621979577848337 -0.019205444145650809 0.014013537112167006 -0.0085294174819268483 -0.016729326741066662 0.0031203497967046395 -0.00064873736078485851 0.0021954425801703793 leaf_weight=8109.8752176240087 8.4650782197713834 12.035219565033914 26.317179888486862 6.5470756441354752 6.4426222294569007 6.9745888635516158 6.1274802237749082 7.0480543524026862 7.7353760153055182 8.2878208383917826 8.8448415249586123 16.124962992966175 5.2235119901597526 7.2464774399995786 9.950125113129614 33.702244304120541 115.64928740635514 6.0686190277338028 202.92197564058006 32.079376012086868 4.6461334750056293 67.169689238071442 39.440219044685364 12.013826832175253 6.6081000268459347 18.053672939538956 26.258391514420509 11.316171102225779 13.953507989645002 148.38772213459015 leaf_count=23721 31 38 91 21 21 25 20 27 32 46 33 59 24 25 31 131 456 22 855 128 22 233 119 47 20 58 107 42 47 485 internal_value=-9.9392e-07 0.000792996 0.00701347 0.00462255 0.000828199 -0.00298543 0.0165177 -4.97242e-05 -3.18741e-05 -0.00429618 -0.000668087 -0.00814138 -0.0106794 0.000811321 -0.00461777 -0.0084842 0.00165194 0.0155148 0.00107252 -6.30235e-05 -0.00278349 -0.00071404 0.00153471 -0.00615115 -0.00839611 -0.00248905 -0.0131099 0.00977035 -0.00474399 4.92653e-06 internal_weight=8991.51 519.934 60.874 52.4089 39.7344 33.2918 12.6746 8471.58 459.06 75.786 48.3212 28.1602 27.4648 383.274 51.3877 41.4376 331.886 13.3151 318.571 8464.53 206.269 150.703 106.61 44.0932 55.5663 24.6618 30.9045 20.161 19.177 8258.26 internal_count=27017 2050 209 178 137 116 41 24967 1841 289 172 97 117 1552 194 163 1358 47 1311 24940 734 527 352 175 207 78 129 75 71 24206 is_linear=0 shrinkage=0.03 Tree=952 num_leaves=31 num_cat=0 split_feature=12 0 5 5 2 9 13 12 10 5 7 9 5 7 8 5 9 0 9 12 5 6 7 9 5 11 4 3 10 7 split_gain=0.316972 1.63089 4.44518 3.08719 2.67994 5.10911 2.39413 2.00708 3.64646 2.33609 1.99123 4.84333 2.48524 1.71009 1.65026 2.4277 1.04827 2.25004 3.43181 3.38625 2.90875 2.33338 1.71418 1.57409 3.08189 3.11342 3.40775 2.90947 2.20798 2.30358 threshold=2.1000000000000005 475.00000000000006 1.9900000000000007 1.9250000000000003 1.5000000000000002 4.1000000000000005 3.1000000000000005 0.90000000000000013 0.33333333333333326 0.78500000000000025 2.1000000000000005 5.1000000000000005 1.2750000000000006 1.7000000000000004 3.7000000000000006 0.74500000000000033 2.3000000000000003 350.00000000000006 1.9000000000000001 2.3000000000000007 1.0650000000000006 1.1000000000000003 1.5000000000000002 3.1000000000000005 1.0050000000000006 -1.1666666666666663 1.0150000000000006 1.5000000000000002 0.83333333333333337 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 -1 8 13 14 12 -12 -11 -3 -9 -16 17 18 -2 -19 21 -21 -22 24 28 27 -27 -26 29 -18 right_child=16 7 -4 -5 5 -7 -8 9 -10 10 11 -13 -14 -15 15 -17 23 19 -20 20 22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00020373896445543491 0.0014894115582201185 -0.022996226737636009 -0.019143006676498587 0.017913929458652913 -0.010667342429019698 0.018866044846477158 -0.0031992494237035461 -0.0047522190707194245 0.011147606577555289 0.0017640676630390946 0.0074731242790194267 -0.0053007169807839719 -0.0015465328613192221 -0.0052239639835006809 0.0057287140174881162 0.025329790833949713 -0.010457998343432404 -0.018597699604628423 -0.021974517795700678 0.0057563493290661424 0.0037677584455229887 -0.021256318165516246 0.020527385054937775 4.9914048439339762e-05 -0.020444742976633703 0.017252080758820603 0.0035848819673412807 0.003258471850726636 0.0078191735587144762 0.011733107748460276 leaf_weight=675.44180561602116 10.296837106347084 9.8859269320964867 12.165295839309691 7.7874630242586127 7.9379160702228573 15.696146212518213 372.59564424306154 6.5638496875762931 6.8945642262697211 374.37620428204536 95.93709646910429 37.023748159408569 448.63749410957098 9.6091099530458433 17.535881914198402 8.4163567796349508 34.52328185737133 6.9622181802988043 12.32507486641407 5.6760903522372228 13.553930878639223 5.8382696509361267 9.2347392886877042 4999.7334255930036 8.9358226954936999 17.824534833431244 208.24474231153727 9.7413181215524656 10.354483000934122 4.7947789207100859 leaf_count=2285 44 38 45 26 33 57 1279 24 24 1289 338 132 1549 36 69 30 143 25 45 26 46 24 33 18461 32 55 732 34 40 23 internal_value=6.77119e-06 -0.000305011 -0.00110988 -0.000906647 -0.00104341 0.00894674 -0.0012687 0.000560717 -0.00760446 0.000778702 0.000509731 0.00391617 -4.05919e-05 -0.0142363 0.00868646 0.0120854 0.000129348 -0.00369051 -0.0112944 0.00047801 0.00434966 -0.00794022 0.0105593 0.000175444 0.00230716 0.00368992 0.00466248 -0.00808201 -0.00450598 -0.00775183 internal_weight=7464.54 2106.5 1091.62 1079.46 1071.67 23.6341 1048.04 1014.88 26.3896 988.491 955.975 132.961 823.014 19.495 32.5161 25.9522 5358.04 63.8872 22.6219 41.2652 34.303 11.5144 22.7887 5294.15 294.419 244.746 226.069 18.6771 49.6725 39.3181 internal_count=27017 7254 3725 3680 3654 90 3564 3529 98 3431 3308 470 2838 74 123 99 19763 243 89 154 129 50 79 19520 1059 853 787 66 206 166 is_linear=0 shrinkage=0.03 Tree=953 num_leaves=31 num_cat=0 split_feature=2 4 10 7 5 5 3 5 8 4 0 8 6 10 6 4 4 8 0 4 9 3 13 11 2 9 9 5 5 4 split_gain=0.353944 1.91377 1.81554 1.43244 3.41108 3.62187 3.03927 2.7939 4.33003 3.0806 1.04752 0.69663 3.10598 3.34859 3.6671 2.68702 5.89742 2.18708 1.56964 0.968327 3.99666 2.6069 4.17994 2.62266 1.55083 3.88461 3.04529 1.425 1.62347 1.33903 threshold=2.3000000000000003 1.3450000000000006 -3.1666666666666661 1.5000000000000002 1.2950000000000006 1.3350000000000006 0.90000000000000013 1.1850000000000007 4.7000000000000002 1.6400000000000006 525.00000000000011 8.1000000000000014 1.9000000000000001 -0.83333333333333315 0.70000000000000007 1.3350000000000006 1.5350000000000008 8.5000000000000018 575.00000000000011 1.8900000000000006 3.1000000000000005 1.5000000000000002 1.5000000000000002 -0.66666666666666663 2.1000000000000005 3.5000000000000004 4.1000000000000005 3.0650000000000008 2.9150000000000005 1.7300000000000004 decision_type=2 2 2 2 2 2 2 2 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 10 -3 4 6 -6 -4 8 -5 -9 -2 19 13 14 -13 -15 -17 -14 -16 24 -21 22 -22 -23 27 29 -27 28 -1 -26 right_child=1 2 3 7 5 -7 -8 9 -10 -11 -12 12 17 15 18 16 -18 -19 -20 20 21 23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=2.1626226249036168e-05 -0.025068618461170585 0.020634416236708721 -0.019213438814906999 0.028077078694411554 0.016885038001409218 -0.0013759731392377792 -0.0028622558646991276 -0.012227875470695669 0.0019925125964431359 0.0017338674126218269 -0.0049103966413692763 0.012856150392325417 0.0020115182975044403 -0.019151108796684475 -0.021576696559055739 0.025799363161431454 0.0012538662711551974 0.024009563328139354 -0.0032458821880035995 -0.014974977891996154 -0.018236024007073786 -0.0041350844509815063 -0.0019186942214562642 0.0036079658789839957 -0.017295961835929876 0.015024420521937636 0.0026911572020100931 -0.012514882161810096 0.013100436047392756 0.0021996720498408981 leaf_weight=6651.0345252752304 4.3364404737949354 3.6117608323693267 17.936324978247285 8.5697275623679179 10.222241487354038 223.53082007914782 23.81495120562613 16.600072458386421 17.269410246983171 99.336767742410302 4.9895158559083939 5.2483291719108847 7.2251170873641994 4.3949821591377249 12.64537810534239 10.426877230405806 56.800860919058323 9.3076302707195264 6.2980303205549708 18.5745616145432 15.205831319093702 52.785726848989725 199.53529065847397 154.89899894595146 10.716809228062628 20.836805753409863 133.20898857712746 8.1484269648790342 8.5528136119246465 4.5030019581317893 leaf_count=21503 21 16 152 47 59 992 179 68 159 602 23 28 24 14 53 35 259 31 34 130 85 191 1024 588 51 88 477 27 33 24 internal_value=-5.32022e-06 -0.000841804 -0.000543964 -0.000727273 -0.00198818 -0.000577402 -0.00988671 0.00172297 0.0106436 -0.000265203 -0.0142837 4.33744e-05 0.00238768 0.00031565 -0.00933438 0.0035751 0.00506082 0.014396 -0.0154823 7.18641e-06 -0.00135532 -0.000756451 -0.00307413 0.00163997 9.5071e-05 0.00293087 0.0043594 2.30822e-05 3.84232e-05 -0.0115279 internal_weight=7820.57 430.218 420.892 417.28 275.504 233.753 41.7513 141.776 25.8391 115.937 9.32596 7390.35 112.347 95.8145 24.1917 71.6227 67.2277 16.5327 18.9434 7278 441 422.426 214.741 207.685 6837 169.266 154.046 6667.74 6659.59 15.2198 internal_count=27017 2318 2274 2258 1382 1051 331 876 206 670 44 24699 478 423 115 308 294 55 87 24221 2018 1888 1109 779 22203 640 565 21563 21536 75 is_linear=0 shrinkage=0.03 Tree=954 num_leaves=31 num_cat=0 split_feature=13 9 0 3 13 4 0 4 4 13 9 11 5 10 6 5 4 4 4 8 0 11 9 2 7 6 10 10 13 0 split_gain=0.386874 2.01737 2.82343 1.76611 1.83492 2.24344 3.44207 3.17957 1.48478 2.22473 2.1062 2.04839 1.91208 1.6628 1.03911 1.81949 3.21528 2.0409 2.26684 1.00684 0.880715 1.82609 3.80702 2.84334 2.02828 2.21169 2.06976 0.996623 4.4781 3.50963 threshold=1.7000000000000004 2.7000000000000006 475.00000000000006 0.90000000000000013 0.90000000000000013 1.7400000000000002 525.00000000000011 1.6000000000000008 1.5850000000000006 1.3000000000000003 6.7000000000000002 -2.1666666666666656 1.6500000000000004 0.83333333333333337 0.3000000000000001 1.6900000000000006 1.1850000000000007 1.7750000000000004 2.2050000000000005 4.9000000000000012 875.00000000000011 0.50000000000000022 3.5000000000000004 2.7000000000000006 1.7000000000000004 1.3 1.1666666666666672 2.1666666666666674 3.1000000000000005 200.00000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 -7 -6 9 13 -11 -10 -13 -5 15 16 -2 19 -19 -18 27 24 -23 -24 25 -22 -26 -16 29 -29 right_child=14 3 -4 8 5 6 -8 -9 11 10 -12 12 -14 -15 20 -17 17 18 -20 -21 21 22 23 -25 26 -27 -28 28 -30 -31 leaf_value=-0.00449355147142118 -0.023615798944540911 -0.011671631880338134 0.018503719967229496 0.0020673897011126499 0.0026081632122596397 0.016491575678031608 -0.0010633810139143987 -0.011256871000439057 -0.013756817943084686 -0.0050603056636440791 0.0022506802647609772 0.0026822875799612659 -0.0017733601191245894 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73 50 31 799 161 519 546 51 22887 28 28 34 25 20 221 24 131 46 117 128 25 33 70 142 internal_value=-7.41117e-07 -0.000568352 0.00891727 -0.000766755 0.00197739 0.00267864 0.00877591 0.000660777 -0.00137971 -0.00259659 -0.00402639 4.19289e-05 0.000416953 0.000768142 6.74859e-05 0.00480675 0.00164915 0.00511161 -0.00343301 0.0125007 4.29002e-05 0.00207404 0.00664424 0.00944906 0.000157331 0.0024161 -0.00595671 -5.97373e-06 -0.00337397 -0.00803203 internal_weight=8990.93 964.749 19.7654 944.983 172.539 164.108 40.8061 123.302 772.444 416.194 292.079 356.25 346.824 124.115 8026.18 41.4222 33.0794 29.0924 13.4913 15.6011 7984.76 187.617 55.4359 49.1765 132.181 96.5223 35.6591 7797.14 78.2793 55.071 internal_count=27017 3047 61 2986 521 494 148 346 2465 1369 960 1096 1065 409 23970 146 118 107 59 48 23824 692 201 177 491 349 142 23132 245 175 is_linear=0 shrinkage=0.03 Tree=955 num_leaves=31 num_cat=0 split_feature=2 10 0 8 13 4 4 7 9 8 11 6 3 2 11 7 8 0 6 7 5 8 5 5 4 5 4 13 4 12 split_gain=0.327142 1.87029 2.26966 3.99143 2.31787 6.37443 2.64774 2.2161 1.81304 1.9041 1.78154 1.37731 0.98254 0.574445 2.49727 2.94018 3.50615 3.20443 2.82624 4.87394 3.06312 3.32305 2.84161 1.86257 1.95129 1.72926 1.58679 0.557154 2.06315 4.62272 threshold=0.3000000000000001 0.33333333333333326 575.00000000000011 3.5000000000000004 3.7000000000000006 1.0550000000000004 0.8650000000000001 1.5000000000000002 3.7000000000000006 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.3 0.50000000000000011 -1.0000000180025095e-35 1.9000000000000001 3.9000000000000004 350.00000000000006 1.1000000000000003 0.50000000000000011 1.0550000000000006 3.9000000000000004 0.98000000000000043 1.3150000000000006 1.1450000000000007 1.4450000000000007 1.3050000000000008 3.9000000000000008 1.2750000000000006 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 6 -6 -5 12 -3 -10 -4 -11 -1 14 15 16 17 -2 20 -20 -16 -22 -21 24 -17 -25 -18 -15 -29 -30 right_child=13 8 10 4 5 -7 -8 -9 9 11 -12 -13 -14 27 18 23 26 -19 19 22 21 -23 -24 25 -26 -27 -28 28 29 -31 leaf_value=0.0036077755573232103 0.021593631450164557 -0.0057470885875076216 -0.0021980311883188185 0.017254307663419444 -0.0049662357402322672 0.033363583884353946 -0.00067448828983463231 -0.026935394443522866 0.0219872003776167 -0.0065475064508328795 -0.02218030340050348 0.013791375157452055 -0.013092351541460899 0.00012446530370790107 -0.020118828879010089 -0.0075668269837108051 -0.0066054331947949518 0.0017665743505628686 0.013911252534655073 0.0065543913660475947 0.016932021873777611 -9.9310365317512226e-05 -0.0086677026268596122 0.030604767836910771 0.015452834412012211 0.0087648473092033826 0.0026369018143233237 0.0012275846260637016 -0.0096820286009281099 -0.00076056595370929702 leaf_weight=6.7534895390272158 10.407035544514654 6.413828611373904 9.5669216513633746 8.6192881762981397 7.5843652486801139 8.0490550845861417 52.986902892589569 5.5597749799489966 10.081452175974848 5.61049836874008 6.9202871769666663 6.4316669404506683 5.976661279797554 6325.6708392035216 5.1142790019512168 7.2407141774892825 54.462428323924541 24.863536700606346 10.582689851522444 12.166936635971068 13.741737961769102 41.29337552189827 118.86511784791946 6.0802417695522291 6.1112718284130096 7.04173344373703 24.123939692974091 268.42117535322905 62.280005991458893 325.28409952670336 leaf_count=24 32 21 34 29 25 26 183 20 33 19 27 22 22 22971 20 24 204 84 35 42 45 142 439 20 20 22 85 913 225 1209 internal_value=6.86359e-06 0.0014405 -0.000306207 0.00146784 0.00445187 0.0147683 0.00183392 -0.0111339 0.00829678 0.0123682 -0.0105853 0.0043154 -0.00423274 -2.06502e-05 -0.00122094 0.00185251 -0.000241413 0.0076168 -0.00335858 -0.00567259 0.00208948 0.00415325 -0.00725426 0.0108579 0.00296939 0.0188847 -0.00376828 3.81628e-05 -0.000794053 -0.00219421 internal_weight=7464.31 140.554 112.017 95.5295 77.2396 15.6334 61.6062 18.2899 28.5374 22.1236 16.4872 12.0422 12.7302 7323.75 342.095 140.331 113.857 35.2706 201.764 141.615 60.1494 55.0351 131.032 26.474 13.352 13.122 78.5864 6981.66 655.985 387.564 internal_count=27017 485 390 329 263 51 212 66 95 74 61 41 46 26532 1214 491 405 116 723 516 207 187 481 86 44 42 289 25318 2347 1434 is_linear=0 shrinkage=0.03 Tree=956 num_leaves=31 num_cat=0 split_feature=10 8 11 11 6 6 5 8 11 11 3 3 6 8 11 13 5 6 2 7 13 13 10 5 9 5 9 6 7 4 split_gain=0.348544 2.76851 4.30532 3.35206 5.28478 3.05307 2.41744 3.0305 1.86374 1.05154 0.868063 0.482163 2.88549 4.15364 3.48857 3.12403 2.92014 2.91724 2.73667 2.62742 2.37654 3.66429 2.25172 1.96441 5.07103 1.87042 4.47273 3.93037 3.84163 1.7989 threshold=-2.1666666666666656 6.1000000000000005 1.1666666666666672 0.33333333333333326 1.1000000000000003 0.70000000000000007 1.4250000000000007 4.7000000000000002 -0.66666666666666619 -0.33333333333333309 1.5000000000000002 0.90000000000000013 1.3 2.5000000000000004 0.50000000000000022 1.9000000000000001 0.98000000000000043 1.1000000000000003 1.9000000000000001 3.1000000000000005 2.9000000000000008 2.7000000000000006 -1.0000000180025095e-35 0.78500000000000025 2.7000000000000006 0.97000000000000031 2.5000000000000004 1.5000000000000002 0.90000000000000013 0.53500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 -3 8 -8 -1 -7 -11 12 13 16 19 18 -2 -17 -15 22 21 -16 -14 24 -13 26 27 -25 -28 -27 right_child=11 5 -4 4 -6 9 7 -9 -10 10 -12 23 14 15 20 17 -18 -19 -20 -21 -22 -23 -24 25 -26 29 28 -29 -30 -31 leaf_value=-0.021491409911240079 0.0048026563173960589 0.0091556108683802564 -0.020697244519910025 -0.005675820673455555 0.032442562896031299 -0.024510426407161317 -0.0028226198117746746 0.01969835708595177 -0.00042725600185351814 -0.019208912326349584 -0.0030287719171326732 -0.0031729146669935387 -0.0023107391732319813 -0.00044373489272636255 -0.0052555137159191181 0.0007682833543918115 -0.021248163950703381 0.0053761216831844389 -0.010595627435755746 -0.017798597414631728 -0.0081238298508742417 0.011967969902188021 0.00091172560734947199 -0.0038641874613905914 0.026185804336890755 -0.014040988080103489 0.0073427788639186574 0.027687520384628843 -0.0085585568020959298 0.00020065748762210226 leaf_weight=6.3708471432328215 5.6058807671070126 5.6894884929060963 6.8422765433788291 5.4180576764047137 8.2696813195943815 7.6300929989665809 13.142995461821558 9.1014006882905942 9.2974456064403039 5.4085377193987316 6.6575932949781418 12.62396568991244 351.97655641287565 165.07723753154278 40.040928699076176 318.96617198549211 12.525089994072912 201.94914515689015 27.944026088342071 8.0045387521386129 107.26365839317441 15.389978587627409 438.01495655626059 7.0483635701239091 9.120458818972109 7.993134766817092 16.360710255801678 7.1657633632421494 83.262190708890557 5899.7922871895134 leaf_count=28 21 30 27 25 29 41 44 31 45 32 29 53 1224 639 137 1438 41 763 194 37 392 54 1520 37 40 23 64 28 363 19588 internal_value=-5.69933e-06 -0.00192974 0.00166343 0.00462849 0.0173541 -0.0102019 3.41333e-05 0.00639195 -0.0089921 -0.0157935 -0.0102814 1.51495e-05 -0.000432356 0.000986538 -0.00151358 0.00134665 -0.0131936 0.00255466 -0.00191344 -0.000697304 -0.00551734 -0.000473542 -0.000524027 0.000140497 0.00914128 0.000107994 -0.00370095 0.012042 -0.00594714 0.000181389 internal_weight=7819.95 83.8284 58.4427 51.6004 13.6877 25.3857 37.9127 22.2444 15.6683 19.6962 12.0661 7736.13 1692.76 732.068 960.691 713.937 18.131 520.915 193.021 797.996 162.695 55.4309 789.992 6043.37 21.7444 6021.62 113.837 14.2141 99.6229 5907.79 internal_count=27017 361 229 202 54 132 148 75 73 102 61 26656 6460 3096 3364 3034 62 2201 833 2781 583 191 2744 20196 93 20103 492 65 427 19611 is_linear=0 shrinkage=0.03 Tree=957 num_leaves=25 num_cat=0 split_feature=12 2 4 3 10 6 6 11 9 8 4 7 11 11 13 7 6 7 4 6 9 4 0 7 split_gain=0.389716 1.86421 2.26583 2.21546 1.86112 1.46694 2.4934 3.31165 2.13433 1.43191 2.1782 1.38235 2.58215 2.1289 1.27725 1.42334 1.85493 4.11681 3.44896 1.36519 4.39348 3.08281 0.6678 0.211535 threshold=2.5000000000000004 0.50000000000000011 1.2150000000000005 2.7000000000000006 -2.4999999999999991 3.3000000000000003 2.9000000000000004 -0.83333333333333315 3.5000000000000004 3.7000000000000006 1.0550000000000004 1.1000000000000003 1.1666666666666672 0.83333333333333337 5.9000000000000012 2.7000000000000006 1.3 2.9000000000000004 1.0750000000000008 1.1000000000000003 6.7000000000000002 1.7300000000000004 350.00000000000006 1.1000000000000003 decision_type=2 2 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 9 -1 6 11 -8 -9 -2 -11 12 -3 -13 15 19 17 -17 -18 20 -6 -21 -4 -24 right_child=1 5 22 -5 14 -7 7 8 -10 10 -12 13 -14 -15 -16 16 18 -19 -20 21 -22 -23 23 -25 leaf_value=-0.012909273557516561 -0.0083593486359549544 -0.00087226858840977126 -0.0072737229867991283 -0.017997658484090007 -2.9844883625230841e-05 0.011360996898200233 0.010097470719307288 0.0037167458235957251 -0.017745517471428825 -0.0008670243776744427 0.022926628513174421 0.0011098463502766979 0.0022691770986981792 -0.00083160171063127546 -0.011440488708493079 0.008260196732204822 -0.0053962393897871996 -0.010016627799312791 0.009811008277851932 -0.00033291409182913329 0.0058129338487878015 -0.0040973634437372368 -0.016396450763217219 -0.025875915917572885 leaf_weight=10.364011406898497 6.6509049534797731 1517.5877457410097 4.5933135636150828 5.6327008903026572 1114.3152698874474 10.647343583405016 7.0152840539813033 5.2840527147054699 19.782227091491222 8.8468766659498197 5.689715087413787 2259.9249408319592 278.73811477422714 655.85337541624904 9.047149717807768 20.355633661150932 17.798476159572601 24.372188195586205 54.591387704014778 2603.2566762343049 129.2640877366066 211.71033370494843 3.961530387401579 4.554284393787384 leaf_count=29 27 4950 21 39 3157 33 24 17 78 33 20 6821 934 1961 27 58 49 69 154 7501 377 597 22 19 internal_value=-9.10935e-07 0.000183848 -0.0062713 -0.00127505 -0.000212081 0.000238056 0.000213093 -0.0081221 -0.0132212 0.00317066 0.00844596 0.000269842 -0.000384807 0.000673152 -0.000180635 -0.000156239 0.00310428 -0.00169884 0.00607201 -0.000250328 0.000577484 -0.000616034 -0.0164932 -0.0214661 internal_weight=8989.84 4794.76 39.9293 26.8202 4195.08 4754.83 4744.19 32.0816 25.0663 21.1875 14.5366 4712.1 1796.33 2915.78 4184.71 4175.66 117.118 44.7278 72.3899 4058.55 1243.58 2814.97 13.1091 8.51581 internal_count=27017 14999 181 119 12018 14818 14785 119 95 80 53 14666 5884 8782 11989 11962 330 127 203 11632 3534 8098 62 41 is_linear=0 shrinkage=0.03 Tree=958 num_leaves=27 num_cat=0 split_feature=8 0 9 2 4 4 6 6 4 11 4 8 10 6 2 8 7 8 13 6 8 9 9 7 0 5 split_gain=0.322329 1.46646 2.12928 2.08933 5.25865 3.59723 3.64471 2.91414 2.86003 1.99083 1.77558 2.61313 2.53485 3.83828 1.94651 2.16213 1.80996 1.56737 0.787207 0.695774 1.69477 0.929951 1.11632 3.27765 0.696127 0.620147 threshold=2.9000000000000004 350.00000000000006 2.7000000000000006 0.90000000000000013 1.1750000000000005 1.3350000000000006 0.90000000000000013 1.5000000000000002 1.1050000000000006 0.33333333333333326 1.6400000000000006 2.7000000000000006 0.83333333333333337 2.3000000000000003 2.1000000000000005 2.5000000000000004 1.3 2.7000000000000006 5.9000000000000012 1.0000000180025095e-35 5.7000000000000002 1.5000000000000002 1.9000000000000001 1.5000000000000002 200.00000000000003 1.6100000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 8 6 -5 -7 -4 -1 11 14 13 -13 15 -3 -14 -12 19 20 25 -21 23 -23 -24 -2 right_child=18 10 3 5 -6 7 -8 -9 -10 -11 17 12 16 -15 -16 -17 -18 -19 -20 21 -22 22 24 -25 -26 -27 leaf_value=-0.0023448893115470609 -0.023976007603993252 0.00016496652871507533 0.0017356545101611584 0.0058982308951453779 -0.019660312325005428 -0.0061252894137288046 -0.014836470592550213 0.017259761733502278 0.024478636909089278 0.020913261627885937 0.0010127706655665351 -0.0037236179766457415 0.018805450181950862 -0.024108084077623732 -0.015392550631920012 0.0068855308237289695 -0.0027418185320096222 0.022588797645160801 0.0088708772699180993 -0.01302534181438946 0.0070026805544158134 0.016702154644083957 0.00061898924660591735 -0.005853729103013473 -0.00011145664159061057 -0.006588414758566829 leaf_weight=7.4160386100411397 4.0417769923806173 127.64069158583879 34.203540205955505 9.0903833359479886 9.6176140904426557 11.875189706683161 47.484326176345348 8.0450767576694471 5.8237637579441062 5.9857379421591759 6.1584818065166456 78.388769239187241 6.8974729478359205 9.2997018098831159 5.6754400283098212 65.03595507144928 7.1409106254577637 5.9653516486287117 9.1088308095931989 4.8858741112053385 4.6833696290850639 12.948717579245569 1495.4272363260388 10.499485313892363 5467.0708769932389 3.3983184844255447 leaf_count=31 24 464 116 33 38 45 186 28 21 22 21 273 22 33 23 219 24 22 36 23 29 39 5153 36 20038 18 internal_value=7.25969e-06 -0.000769465 -0.00332615 -0.00453407 0.000258597 -0.0076445 -0.0115048 0.00331909 0.00504464 0.00804308 0.000373265 -8.14879e-05 -0.00399066 -0.00588547 0.00192337 0.00243342 0.00784499 0.0116289 5.72993e-05 4.58354e-05 -0.00713485 5.82881e-05 6.74386e-05 0.00660223 4.54308e-05 -0.0160341 internal_weight=7463.81 451.744 139.542 126.14 49.6449 76.495 56.5747 19.9203 40.0273 13.4018 312.203 300.079 101.727 87.6885 198.352 192.677 14.0384 12.1238 7012.06 7002.96 12.1235 6990.83 6985.95 23.4482 6962.5 7.4401 internal_count=27017 1621 520 467 175 292 219 73 137 53 1101 1058 352 306 706 683 46 43 25396 25360 71 25289 25266 75 25191 42 is_linear=0 shrinkage=0.03 Tree=959 num_leaves=24 num_cat=0 split_feature=3 2 5 10 8 9 6 8 0 5 5 13 7 12 4 10 2 4 9 5 2 4 13 split_gain=0.347576 1.8422 0.426734 2.97235 2.35259 3.06643 2.97533 2.84245 1.81184 0.685227 2.50754 2.27888 4.05152 2.03464 3.24545 3.29408 3.03644 2.57023 1.52998 0.869413 3.64687 0.790781 0.295571 threshold=1.0000000180025095e-35 1.3 0.76500000000000024 -1.1666666666666663 2.7000000000000006 1.7000000000000004 1.7000000000000004 6.3000000000000016 525.00000000000011 0.87000000000000033 0.90500000000000014 2.3000000000000007 1.1000000000000003 2.7000000000000006 1.6550000000000002 0.83333333333333337 1.7000000000000004 1.5550000000000008 3.5000000000000004 0.92500000000000027 0.90000000000000013 0.53500000000000014 2.3000000000000007 decision_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 -2 5 -5 7 -6 -8 13 11 18 -13 14 15 -4 -16 -15 -11 20 -12 -21 -19 right_child=2 -3 9 4 6 -7 8 -9 -10 10 19 12 -14 17 16 -17 -18 22 -20 21 -22 -23 -24 leaf_value=0.0044726568560555175 0.017272712815344201 -0.022572430786431185 -0.00064045276246649631 -0.0065474692850459454 0.001136304327556373 0.023171646740411576 -0.024958103259166094 -0.023073280420891407 -0.0038900520918387737 -0.0022032499742799141 -0.0073317642206702557 0.017783947859403716 -0.0070824599329971623 0.0094415870770767091 0.0081342121685327624 0.016215581855669011 0.036746994009916552 -0.010563080363491909 -0.024765953987150011 -0.0084269103536141581 0.011432040927657544 1.9654028525110244e-05 -0.022907822350591297 leaf_weight=6.0310482531785947 6.3593918830156317 3.631715502589941 92.509134039282799 6.6274869218468648 31.357612606137991 5.9120219647884369 10.625064551830294 5.0705399345606557 5.6153854727745047 3.9584697782993308 14.848328739404677 7.0219230055809012 36.811653330922127 4.3007946833968154 14.121996879577638 11.760906353592871 4.3712364099919787 2.5066180601716024 8.5410171784460527 9.9888842403888685 25.048512518405914 7496.5499675245956 5.7493798322975636 leaf_count=26 35 33 348 27 157 20 48 40 26 20 52 24 156 20 64 43 21 23 43 29 114 25606 42 internal_value=-5.88232e-06 -0.00569214 1.1532e-06 -0.00230476 -0.00421404 0.00746425 -0.00699445 -0.0022335 -0.0176735 2.248e-05 -1.51832e-05 -0.00632111 -0.00309898 0.00213853 0.00331503 0.00126079 0.0148974 -0.00936362 -0.0176206 3.18896e-05 0.00444875 8.41426e-06 -0.0191598 internal_weight=7819.32 9.66276 7809.66 71.5675 65.2081 12.5395 52.6686 36.4282 16.2405 7738.09 7602.77 56.3331 43.8336 135.32 122.763 104.27 18.4932 12.5568 12.4995 7546.44 39.8968 7506.54 8.256 internal_count=27017 59 26958 353 318 47 271 197 74 26605 26044 243 180 561 476 391 85 85 63 25801 166 25635 65 is_linear=0 shrinkage=0.03 Tree=960 num_leaves=16 num_cat=0 split_feature=13 6 3 10 11 4 10 5 11 2 9 13 3 3 8 split_gain=0.398883 0.453859 2.01609 0.429569 1.44442 4.63595 3.05691 2.69581 1.82055 3.43324 3.16604 1.31544 1.12431 1.59115 1.17446 threshold=6.1000000000000005 3.5000000000000004 1.3 -0.49999999999999994 1.5000000000000004 1.3550000000000006 -0.83333333333333315 2.1250000000000009 0.83333333333333337 3.1000000000000005 3.9000000000000004 5.7000000000000011 3.7000000000000006 3.3000000000000003 5.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 8 7 -7 -6 9 -1 -10 12 13 -5 -14 right_child=-2 2 -4 11 5 6 -8 -9 10 -11 -12 -13 14 -15 -16 leaf_value=4.1005482920994478e-05 0.0065190529412523296 -0.016682717984754274 0.0065246872995853222 -0.00013550106622100744 -0.011704982782261951 -0.0024180462366065287 0.0098573368553750203 0.010062643650988591 0.0079183131949008088 0.012173344975542627 0.00099417917432490866 -0.013048446611539824 -0.017625811477632671 0.0066944768521334996 0.00058165841478542279 leaf_weight=2181.5127449482679 8.4373203217983228 6.9945350885391218 6.4995537325739861 6226.0583659037948 49.061015188694 52.018426313996315 28.132342919707298 5.7171726226806632 75.655843548476696 21.196143161505461 277.16941110044718 7.0910758525133124 6.7346325293183309 30.85041056573391 6.0553444288671017 leaf_count=6477 25 24 23 18631 155 159 87 26 223 90 847 21 73 127 29 internal_value=-8.00148e-07 -6.92548e-06 -0.00550465 1.3476e-06 0.000318497 -0.00270662 0.00189052 -0.00943311 0.000478219 0.000157752 0.00247891 -0.000134594 -0.000119988 -0.000101825 -0.00900558 internal_weight=8989.18 8980.75 13.4941 8967.25 2690.46 134.929 80.1508 54.7782 2555.53 2202.71 352.825 6276.79 6269.7 6256.91 12.79 internal_count=27017 26992 47 26945 8064 427 246 181 7637 6567 1070 18881 18860 18758 102 is_linear=0 shrinkage=0.03 Tree=961 num_leaves=21 num_cat=0 split_feature=13 11 11 11 5 6 4 12 13 8 2 9 4 8 10 0 4 13 3 9 split_gain=0.316558 1.17421 2.10237 4.0016 1.40481 1.09158 2.5345 1.02309 0.516125 2.18514 2.13639 4.52564 3.47756 0.688966 1.19479 2.73509 1.98023 0.824589 2.8985 1.18319 threshold=5.3000000000000016 -1.1666666666666663 -0.66666666666666663 -0.33333333333333309 1.1650000000000007 3.3000000000000003 1.1150000000000007 2.1000000000000005 4.7000000000000011 2.5000000000000004 1.1000000000000003 4.5000000000000009 1.1750000000000005 2.5000000000000004 -0.49999999999999994 575.00000000000011 0.75500000000000023 3.9000000000000008 1.5000000000000002 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 -3 -4 -5 8 -7 -6 13 -10 11 -11 -12 14 15 -1 -16 19 -19 -15 right_child=1 2 3 4 7 6 -8 -9 9 10 12 -13 -14 17 16 -17 -18 18 -20 -21 leaf_value=-0.00048413536406527149 0.01053549740251471 -0.017295376013045888 0.01830090435860671 0.0057966622066160977 -0.021201084504303046 0.01811296184647921 -0.0066469833821434024 -0.0059877577763913703 0.018607362880487945 0.012443119896079376 -0.023087022579417971 -0.0057643215628627887 -0.0002836358027663056 0.0067233353102320636 0.0060833958606186346 0.020891790830785802 -0.0046994558511454848 -0.0026082535275170683 0.0021859793804868315 8.9769374340935353e-05 leaf_weight=44.408314950764179 5.538642391562461 8.6887274160981161 7.6535926163196519 6.3205933123827043 5.6724435389041927 9.111217260360716 6.2890916839241973 13.321376524865626 6.7267710119485846 31.384513333439827 6.9224013388156882 20.19063675403595 46.116627603769302 24.289056584239006 17.621116057038307 6.1309755444526663 117.79510199278593 364.72096598148346 164.7687589302659 6549.817029222846 leaf_count=174 20 33 26 24 22 25 26 53 21 100 24 68 170 82 66 21 442 1314 581 23725 internal_value=7.33881e-06 -0.00244184 -0.0041673 -0.000707386 -0.00645438 2.29248e-05 0.00800163 -0.0105312 6.32208e-06 0.00203344 0.000967727 0.00531527 -0.00325983 -2.46403e-05 -0.00182726 0.002109 -0.00329633 2.25481e-05 -0.00111636 0.000114278 internal_weight=7463.49 47.1954 41.6567 32.968 25.3144 7416.29 15.4003 18.9938 7400.89 111.341 104.614 51.5752 53.039 7289.55 185.956 50.5393 135.416 7103.6 529.49 6574.11 internal_count=27017 178 158 125 99 26839 51 75 26788 383 362 168 194 26405 703 195 508 25702 1895 23807 is_linear=0 shrinkage=0.03 Tree=962 num_leaves=28 num_cat=0 split_feature=11 5 11 8 5 9 8 5 5 6 8 3 5 2 11 0 6 2 4 10 4 3 0 4 11 12 9 split_gain=0.346079 1.79686 0.697251 1.64563 1.57338 1.73355 1.62925 1.32898 5.49223 2.47504 1.97137 1.88055 1.68945 0.403719 2.38158 1.93218 1.77551 1.10086 1.081 1.06955 0.687231 1.94155 2.40392 1.1333 3.89626 0.904039 0.662518 threshold=3.1666666666666674 2.3250000000000011 2.1666666666666674 5.5000000000000009 1.6050000000000004 5.3000000000000016 6.1000000000000005 1.6250000000000002 1.5050000000000006 1.5000000000000002 4.3000000000000016 2.7000000000000006 1.9650000000000005 2.9000000000000004 1.1666666666666672 875.00000000000011 1.7000000000000004 3.7000000000000006 2.2950000000000013 1.0000000180025095e-35 2.475000000000001 2.5000000000000004 525.00000000000011 2.3950000000000009 -0.33333333333333309 5.700000000000002 6.3000000000000016 decision_type=2 2 2 2 2 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 13 7 -5 -6 -7 8 10 11 -4 -9 -11 20 15 16 -15 -17 19 -16 23 22 -22 25 -25 -1 -20 right_child=1 -3 3 4 5 6 -8 9 -10 12 -12 -13 -14 14 18 17 -18 -19 26 -21 21 -23 -24 24 -26 -27 -28 leaf_value=2.4350640002987847e-05 -0.0043716247610178696 0.017474426088882479 -0.0051404761705124008 0.0030978406577896306 -0.026495936426152358 -0.015927476733821711 0.0042511023539621084 0.0024499631316770095 -0.024169090618189608 0.018341908176054255 0.018631125419076373 -0.013938245416015731 0.0026059129034226333 -0.0038487731010412056 0.026495819011685139 -0.019951660808701258 0.011143876275910449 0.0027585295730805301 -0.0084301629058425951 0.0051923905304044494 0.013309993819671032 -0.013110764188971171 -0.0020470605241384716 -0.023628984282299707 0.0055111185048558244 0.007764140912554199 0.010023472292244035 leaf_weight=7535.3182693365961 8.1464785039424878 5.8017497509717932 6.4244536310434359 7.5484754741191891 5.9978009015321758 8.4877317398786527 6.2551973313093177 16.286513671278957 9.0563300698995572 10.609983563423159 6.1409152150154114 10.279132738709448 14.576503053307531 60.118374089710414 4.3212762065231782 9.301177825778721 8.0623921789228898 2.4210687112063161 3.7708745859563342 4.1656740009784698 20.076172411441803 5.3076003491878501 16.892870016396046 7.6017654761672047 9.0411471128463727 13.606766626238821 3.268780916929245 leaf_count=25531 25 20 22 32 29 26 22 51 33 30 20 30 46 410 23 109 38 27 28 20 109 22 148 50 52 51 13 internal_value=-6.08533e-06 0.00471522 -1.45228e-05 -0.00248276 -0.00862979 -0.012898 -0.00736602 -0.00011278 -0.00635916 0.00249692 0.00647712 -0.00389118 0.00923481 1.80515e-05 -0.0019211 -0.00401025 -0.00207589 -0.0152612 0.00883007 0.0160394 4.23754e-05 0.00385665 0.00629264 2.10611e-05 -0.00779883 3.83014e-05 0.000138565 internal_weight=7818.89 13.9482 7804.94 101.663 28.2892 20.7407 14.7429 73.3738 21.6217 51.7521 12.5654 26.5656 25.1865 7703.27 95.4296 79.903 68.1808 11.7222 15.5266 8.48695 7607.84 42.2766 36.969 7565.57 16.6429 7548.93 7.03966 internal_count=27017 45 26972 341 109 77 48 232 75 157 42 81 76 26631 668 584 448 136 84 43 25963 279 257 25684 102 25582 41 is_linear=0 shrinkage=0.03 Tree=963 num_leaves=18 num_cat=0 split_feature=4 5 4 6 2 4 5 3 5 11 5 9 9 8 10 2 13 split_gain=0.381149 0.883815 0.529233 0.384589 2.14447 2.85537 3.2675 1.96327 3.48659 2.72616 1.89091 1.42557 2.66149 3.24181 1.28481 3.10176 1.59725 threshold=2.975000000000001 1.7250000000000003 2.8750000000000004 1.7000000000000004 1.7000000000000004 1.2050000000000007 0.8450000000000002 1.1000000000000003 0.89000000000000024 -0.66666666666666619 1.1150000000000009 8.9000000000000021 9.1000000000000014 5.7000000000000002 -1.4999999999999996 2.5000000000000004 4.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 11 7 10 -7 9 -9 -5 -6 14 -13 -14 15 -1 -16 right_child=1 -3 -4 4 5 6 -8 8 -10 -11 -12 12 13 -15 16 -17 -18 leaf_value=0.0028044381086098804 0.0027820269561940358 -0.0120347492610517 0.008243647169804795 -0.0036928214519115822 -0.0025641162764332586 0.018683184419209065 -0.0021192950823701001 -0.014857238158966078 0.0010181251120061131 8.2347263018339641e-05 -0.022140725194164292 -0.018220357774534002 0.0054991076325391049 -0.012188772603960172 9.8062471855255939e-06 -0.0057398249532340309 0.0054425728664923055 leaf_weight=340.23517297953367 7.0252609699964506 7.4820557236671448 7.0152955651283255 246.08711466193199 7.6670717597007778 6.9167334586381903 388.05342677421868 12.582316771149634 1191.0240747146308 573.03318348526955 10.551993928849695 10.661840431392191 24.179034233093262 15.180708318948744 6048.7270962446928 43.080243594944477 49.100387558341026 leaf_count=1005 28 23 29 710 21 22 1176 36 3821 1629 34 39 98 53 18005 143 145 internal_value=-8.80585e-07 -0.00485963 6.97396e-06 5.30089e-07 -0.000321175 -0.00229062 -0.001755 8.11306e-05 0.000852166 -0.00105182 -0.0139024 0.000120516 -0.00492455 -0.00132295 0.000159454 0.00184416 5.35515e-05 internal_weight=8988.6 14.5073 8974.1 8967.08 2435.92 413.189 394.97 2022.73 1203.61 819.12 18.2191 6531.16 50.0216 39.3597 6481.14 383.315 6097.83 internal_count=27017 51 26966 26937 7449 1253 1198 6196 3857 2339 55 19488 190 151 19298 1148 18150 is_linear=0 shrinkage=0.03 Tree=964 num_leaves=14 num_cat=0 split_feature=8 8 4 10 5 12 0 5 13 5 13 5 9 split_gain=0.324404 0.49773 0.837504 1.10685 0.508841 1.81983 3.92246 0.687349 2.01823 0.63485 5.38044 1.5446 0.364983 threshold=1.1000000000000003 1.7000000000000004 0.80000000000000038 -0.33333333333333331 0.62500000000000033 1.7000000000000004 475.00000000000006 0.67500000000000016 3.7000000000000006 0.74500000000000033 2.5000000000000004 0.79500000000000004 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 -2 -4 5 -3 -7 8 -6 10 -9 -11 -1 right_child=1 4 3 -5 7 6 -8 9 -10 11 -12 -13 -14 leaf_value=0.00055308868455473405 -0.0047559827260564326 -0.016861309071933665 0.016483808226382977 0.0003091183408588284 -0.0038918546878479472 -0.014892868537954389 0.022381041043861277 0.015531360189075296 0.020823183086908916 0.0052092613634241178 -0.011765075460859102 -1.6512973379076509e-05 -0.011495145020880813 leaf_weight=4.3842078521847707 6.153452634811404 7.0523393303155926 7.5794667601585397 7.6516109108924839 6.6380899697542173 5.3033618889749032 4.8780962526798248 8.9961875528097135 5.3867662250995636 51.261277846992016 23.413250602781773 7319.7668023947626 4.6769083887338638 leaf_count=20 21 30 23 24 28 26 21 33 18 190 98 26462 23 internal_value=7.3355e-06 1.42315e-05 0.00458453 0.00835816 1.08234e-06 -0.00514785 0.00296565 1.30487e-05 0.00717972 1.40835e-06 -0.00418815 1.98293e-05 -0.00566562 internal_weight=7463.14 7454.08 21.3845 15.2311 7432.7 17.2338 10.1815 7415.46 12.0249 7403.44 32.4094 7371.03 9.06112 internal_count=27017 26974 68 47 26906 77 47 26829 46 26783 131 26652 43 is_linear=0 shrinkage=0.03 Tree=965 num_leaves=31 num_cat=0 split_feature=0 0 4 4 4 4 7 6 11 3 13 2 7 4 6 5 7 2 5 11 5 13 13 3 5 5 9 5 4 8 split_gain=0.347104 1.77109 3.07051 2.70633 6.27888 3.71265 2.77547 2.10537 2.01183 2.55718 2.62005 2.44074 1.96079 1.68694 2.25752 3.45902 3.17911 1.89162 1.92112 1.77564 1.63368 2.39296 4.8631 4.62471 5.42762 3.08045 2.66813 2.25347 5.86598 4.26029 threshold=575.00000000000011 525.00000000000011 0.73500000000000032 0.82000000000000028 0.80000000000000038 0.93000000000000027 1.5000000000000002 1.3 1.0000000000000002 0.90000000000000013 4.9000000000000012 2.7000000000000006 1.7000000000000004 1.2250000000000005 1.3 2.1050000000000009 0.50000000000000011 0.3000000000000001 1.6400000000000006 1.0000000180025095e-35 1.2250000000000008 3.5000000000000004 4.1000000000000005 1.1000000000000003 0.91000000000000036 1.1150000000000009 3.1000000000000005 0.89000000000000024 1.0650000000000006 4.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 7 12 -7 -4 13 -10 11 -11 -5 14 16 -16 -1 19 -19 -15 21 27 23 24 -23 26 -24 28 -2 -30 right_child=20 2 3 5 -6 6 -8 -9 9 10 -12 -13 -14 17 15 -17 -18 18 -20 -21 -22 22 25 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0072308656968936708 0.037539332503309319 -0.017368127846236526 0.010354577768398269 -0.012053780652598062 0.033925272436774005 0.00022691799044076422 -0.0033704423189623318 -0.011276691353975066 -0.011248593809506704 -0.0016891271111549027 0.015289267444751946 0.010055772621053135 0.0017012222825723733 0.0011536669255140745 0.0024517151898568587 -0.0053029746673782631 -0.00095949159545191275 0.00041537661616962185 -0.0010834608810107605 0.016900859889882085 0.00099217166428389376 -0.007523653625678672 0.019053224416772162 -0.0079700310272752123 0.023771364319300943 -0.020326585550349718 -0.0062575764781168872 -0.0046293233864835017 0.018285249662805488 -0.010119508972585494 leaf_weight=46.230948090553284 4.1513615325093296 10.536721825599669 7.8004216104745927 41.80899341404438 6.5502164959907523 629.97104747593403 278.2928561270237 8.4215608537197095 23.305110849440098 568.35923585295677 8.6322413533925992 16.383546371012926 12.005562394857405 14.916680887341501 921.53522865474224 54.849940203130245 550.99445775896311 2131.3830753341317 1204.6275078877807 11.346723988652228 1011.4755160454661 6.5003596097230938 5.2168516516685548 9.2650282829999906 21.434001792222261 9.2541741356253606 13.315822873264549 167.64260819740593 6.8882148936390903 15.325405446812509 leaf_count=133 16 32 24 124 20 2022 1019 25 91 1831 25 72 41 46 2742 167 1755 7953 3704 34 3856 29 22 36 91 37 55 874 34 107 internal_value=-5.98979e-06 -9.4038e-05 -0.00125934 -0.001087 0.00913485 -0.00132895 -0.000875316 -0.000875187 0.000114862 -0.0015007 -0.00111784 -0.00136005 -0.00898516 0.000316707 0.0011274 0.00201608 -0.00032548 -6.2714e-05 -0.000125851 0.00795701 0.000447808 -0.00167815 0.0033043 0.0103971 0.016489 -0.00619116 0.000867283 -0.00334711 0.00480586 -0.00131149 internal_weight=7818.42 6547.95 995.387 984.851 22.7722 962.078 908.264 16.222 5552.56 616.68 593.375 584.743 53.8146 4935.88 1573.61 976.385 597.225 3362.27 3336.01 26.2634 1270.47 258.994 64.9862 37.1994 27.9344 27.7868 18.5327 194.008 26.365 22.2136 internal_count=27017 21860 3307 3275 69 3206 3041 49 18553 2019 1928 1903 165 16534 4797 2909 1888 11737 11657 80 5157 1301 270 156 120 114 77 1031 157 141 is_linear=0 shrinkage=0.03 Tree=966 num_leaves=16 num_cat=0 split_feature=13 6 3 10 9 8 11 11 4 4 11 13 3 3 8 split_gain=0.383955 0.435253 1.95542 0.407514 1.40628 2.4042 5.4501 4.85379 2.26284 4.27521 2.30777 1.26229 1.08997 1.51993 1.15052 threshold=6.1000000000000005 3.5000000000000004 1.3 -0.49999999999999994 4.3000000000000016 3.7000000000000006 1.5000000000000004 0.50000000000000022 1.8600000000000005 1.8850000000000005 -1.4999999999999996 5.7000000000000011 3.7000000000000006 3.3000000000000003 5.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 -1 -7 10 -10 -6 12 13 -5 -14 right_child=-2 2 -4 11 8 7 -8 -9 9 -11 -12 -13 14 -15 -16 leaf_value=0.0055349863292593789 0.0064013468358905222 -0.016468989971448963 0.0064185551675635718 -0.00013198587806705737 0.0056403121949465508 -0.0010541784691918993 -0.020667600363019668 0.004475235090683238 -0.017301114490475576 -0.001671294357465822 5.0118833301752413e-05 -0.012792089864005325 -0.017528362561686359 0.0065343560988503678 0.00055698670714177784 leaf_weight=168.84950526803732 8.4229191243648511 6.946005314588545 6.506633460521698 6225.6841947101057 69.691373214125633 505.33857823163271 7.4599299430847159 199.19915125519037 16.661460295319557 288.05230500549078 1434.8948632255197 7.0791362673044196 6.6357773691415769 30.934547707438469 6.054060373455286 leaf_count=483 25 24 23 18631 225 1478 23 589 49 915 4302 21 73 127 29 internal_value=-8.1389e-07 -6.8189e-06 -0.00539898 1.27105e-06 0.000310192 0.00129324 0.00442631 0.000509193 -0.0001684 -0.00252592 0.000309053 -0.000131137 -0.00011684 -9.90255e-05 -0.00890021 internal_weight=8988.41 8979.99 13.4526 8966.53 2690.15 880.847 176.309 704.538 1809.3 304.714 1504.59 6276.39 6269.31 6256.62 12.6898 internal_count=27017 26992 47 26945 8064 2573 506 2067 5491 964 4527 18881 18860 18758 102 is_linear=0 shrinkage=0.03 Tree=967 num_leaves=31 num_cat=0 split_feature=5 5 2 4 3 4 4 2 0 4 5 7 13 0 10 9 5 13 4 9 5 9 12 5 11 10 9 2 3 2 split_gain=0.316726 1.99394 1.85708 3.81174 1.53933 1.71111 1.63885 1.50322 1.7115 2.97006 1.3729 1.53726 3.0823 1.71433 2.61471 1.74652 0.927185 5.0756 2.14528 1.34417 1.19147 2.27555 3.34263 1.70784 4.17458 1.53632 1.20765 0.82569 0.683725 0.00140176 threshold=0.88500000000000023 0.8650000000000001 2.5000000000000004 1.9100000000000006 0.3000000000000001 1.8100000000000005 1.3750000000000007 1.3 350.00000000000006 1.2950000000000006 0.92500000000000027 0.70000000000000007 1.9000000000000001 525.00000000000011 1.0000000180025095e-35 4.3000000000000016 0.93000000000000027 3.3000000000000007 1.195000000000001 3.7000000000000006 0.97000000000000031 3.5000000000000004 1.9000000000000001 0.98000000000000043 1.0000000180025095e-35 0.83333333333333337 1.7000000000000004 1.9000000000000001 0.70000000000000007 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 -1 8 -3 -10 11 -2 -13 14 -14 -15 17 18 -12 -20 21 22 -18 24 -22 -23 -25 29 -9 -5 right_child=10 7 -4 27 5 -7 -8 28 9 -11 16 12 13 15 -16 -17 20 -19 19 -21 23 25 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=0.00025944684164774941 -0.0086976731500401552 0.006238626835105991 0.014877360813010198 -0.02355124796065523 0.00077604060153327618 0.016738553255037675 -0.017611411807019847 -0.0068733859748850677 -0.02026985633134375 0.0070941659333604379 -0.026291101225204495 0.024606950062653194 0.0050146412200173206 0.014467013733664805 -0.0090004376482646902 -0.0021529320423015214 -0.017788093838835669 0.01270029987642682 -0.018414247219559254 0.0019317116257460455 -0.015465843814643518 0.0079839065316582164 0.0026180938524662497 0.011311207523039065 0.0038830990104486425 -0.0031386756803441196 -8.5970018607408358e-06 -0.0051344222857051466 -0.021008749284218059 -0.022736905971098471 leaf_weight=10.344636946916582 8.278806343674658 10.452751636505129 7.3715262785553923 3.6186748147010785 179.17329517379403 6.2548970505595198 8.3432633727788907 4.9853256344795218 9.1343935281038267 5.8599797040224066 7.7239905893802705 6.5562953054904929 33.774471439421177 18.575646437704567 18.566345050930977 8.2037685364484769 10.097202286124228 9.5293832719326002 4.8273629769682866 7.4057398587465286 20.945265270769596 62.822682611644268 25.393177591264248 8.4925457984209043 19.266917489469051 13.59542606025934 6918.0856363158673 3.2852896228432655 8.0569242015480977 4.0111350268125534 leaf_count=43 32 35 35 20 647 26 40 23 33 20 29 21 119 64 68 29 37 34 23 30 89 214 98 26 71 49 24976 21 38 27 internal_value=7.13183e-06 -0.00101972 7.13418e-05 -0.000436226 0.000487423 0.00131449 -0.00771905 -0.00732416 -0.00307973 -0.00957567 4.43286e-05 0.00364703 0.00483988 0.00320188 4.32096e-05 0.00937556 -3.29154e-06 -0.00531202 -0.0139128 -0.0060971 1.88221e-05 0.00308976 -0.00318758 -3.05068e-05 -0.00619516 0.00600511 5.282e-06 -0.0177088 -0.0156056 -0.0231231 internal_weight=7463.03 260.892 222.403 215.031 204.116 185.428 18.6879 38.4894 25.4471 14.9944 7202.14 93.9553 85.6765 79.1202 52.3408 26.7794 7108.19 29.4865 19.9571 12.2331 7078.7 111.908 35.4904 6966.79 40.2122 76.4181 6926.58 10.9151 13.0422 7.62981 internal_count=27017 1008 859 824 756 673 83 149 88 53 26009 333 301 280 187 93 25676 116 82 53 25560 398 135 25162 160 263 25002 68 61 47 is_linear=0 shrinkage=0.03 Tree=968 num_leaves=21 num_cat=0 split_feature=4 0 8 11 4 11 4 8 3 6 7 12 2 5 4 8 8 8 9 13 split_gain=0.349189 1.02406 1.03296 1.38358 1.17332 0.979052 0.581076 0.905752 2.19258 1.74503 1.08756 0.615948 0.464291 1.72211 0.663104 0.457253 2.29373 1.36428 0.263273 0.243153 threshold=2.7150000000000003 875.00000000000011 8.5000000000000018 -0.66666666666666619 2.8950000000000009 0.83333333333333337 2.5850000000000013 5.7000000000000002 1.1000000000000003 0.70000000000000007 1.3 6.5000000000000009 3.5000000000000004 1.2050000000000007 2.2850000000000006 9.3000000000000025 9.9000000000000021 9.1000000000000014 5.3000000000000016 2.3000000000000007 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 -2 5 -5 11 -8 19 -10 -11 12 15 -14 -15 17 -17 -1 -4 -9 right_child=1 -3 18 4 -6 -7 7 8 9 10 -12 -13 13 14 -16 16 -18 -19 -20 -21 leaf_value=-7.349789986518381e-06 -0.014453792654225439 -0.021985859440659488 -0.0069460572762143277 0.0080501084186349898 0.019137357760973476 -0.015014924795291377 0.020064641069304993 -0.022099715232663873 0.023984664849821181 -0.010759741512388583 0.011985271825619382 0.009797793670579695 0.015331237712535003 -0.022550198178245242 -0.0040782394563956929 -0.015086376690995103 0.0041367531524681431 0.012908831461387904 -0.022761376809723007 -0.0079088792088688291 leaf_weight=7732.1867604386061 3.4999559391289994 2.4740509185940018 1.7687568701803678 4.4689134061336517 4.4585538450628519 2.631678506731987 3.0944905206561115 2.4309967234730747 4.4221281930804235 3.9023388251662254 3.6726794466376305 5.7606102526187888 2.3921206891536695 3.8352511487901211 3.2153808660805225 9.9175822623074072 12.792134493589399 7.3670224212110034 2.039778146892786 1.9651361629366872 leaf_count=26452 33 35 24 37 28 17 15 22 19 21 24 23 21 32 33 52 55 34 18 22 internal_value=-5.87207e-06 -0.00383803 -0.00145837 0.00207171 0.00707541 -0.00049844 4.61726e-06 0.00517846 0.00236846 0.00900991 0.000267974 -8.34669e-06 -1.56153e-05 -0.0066638 -0.0141262 -7.5278e-06 -0.0042582 4.94469e-06 -0.0154164 -0.0157562 internal_weight=7818.3 21.3417 18.8676 15.0591 11.5591 7.10059 7796.95 19.4878 16.3933 11.9971 7.57502 7777.47 7771.71 9.44275 7.05063 7762.26 22.7097 7739.55 3.80854 4.39613 internal_count=27017 192 157 115 82 54 26825 123 108 64 45 26702 26679 86 65 26593 107 26486 42 44 is_linear=0 shrinkage=0.03 Tree=969 num_leaves=31 num_cat=0 split_feature=3 0 5 4 7 5 4 4 5 13 9 10 5 8 4 12 10 2 4 11 11 7 5 3 5 3 11 8 6 6 split_gain=0.370835 3.93401 3.01295 4.35754 4.56147 3.97917 2.64216 4.1422 3.29701 2.42519 3.22733 1.47622 1.31679 1.15802 0.610962 0.513268 1.96881 1.79863 2.21803 2.17718 3.11519 1.55268 2.62269 3.73844 2.59579 2.462 6.07737 2.02792 1.39698 2.39282 threshold=0.3000000000000001 200.00000000000003 1.0250000000000006 1.1450000000000007 2.3000000000000003 0.91000000000000036 1.2450000000000008 1.4750000000000008 1.1950000000000005 2.5000000000000004 4.3000000000000016 0.50000000000000022 1.2750000000000006 5.1000000000000005 1.0850000000000006 2.5000000000000004 -2.4999999999999991 0.50000000000000011 1.2150000000000005 1.5000000000000004 0.50000000000000022 0.90000000000000013 1.2650000000000006 1.7000000000000004 0.9650000000000003 1.9000000000000001 0.83333333333333337 4.7000000000000002 3.3000000000000003 2.9000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 -5 11 12 -9 13 -11 14 -8 -1 -4 16 -2 18 19 20 -17 22 24 -24 -18 27 -27 -23 29 -19 right_child=15 2 6 4 -6 -7 7 8 -10 10 -12 -13 -14 -15 -16 17 21 28 -20 -21 -22 25 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.010747677246296918 -0.013829465502066964 0.018219268207175371 -0.011744940852624395 -0.0018412936837342716 0.015153237163390308 -0.02236938470662039 0.016554595560851731 0.015170501036103713 -0.0075128219471397428 -0.0024317188565883027 -0.026502198402665971 0.0097469660681627403 0.032270919276764412 -0.0063660465656454604 0.00017323590582061157 -0.0048038920697203238 0.0041024845684356961 0.00026836873063103777 -0.016341762844620255 -0.017046350004839547 0.019917161703277574 -0.0013349616327316357 0.0029938356836187313 -0.0076584411645249668 -0.0027592269689101991 0.018458933166583966 -0.009330998254228633 0.00017088949469282788 0.011081420650147684 -0.0079727049293849307 leaf_weight=6.9237571358680707 9.6215617060661298 8.5063214749097806 7.1763951778411892 21.803115978837013 8.0512233823537809 13.92682111263275 12.993328899145128 11.55476561188698 11.513290725648401 10.223216950893404 9.8370793759822828 9.3811866939067823 7.6068844497203818 7.3213931024074554 8.4049670547246915 13.825969517230993 63.219867125153542 4703.8445381708443 12.990974295884369 6.0605512633919707 6.8658945858478537 1674.1952582001686 457.25618034601212 31.707707464694977 230.63692359626293 18.815646871924404 11.357571721076964 1550.0930149927735 10.667495429515837 31.92444521188736 leaf_count=20 27 25 20 69 28 39 36 38 38 29 28 26 21 20 24 63 178 14632 62 28 28 4776 1398 124 662 62 37 4327 33 119 internal_value=-7.13688e-07 0.0014529 0.00399678 -0.00142863 -0.00524605 -0.00984274 0.0081302 0.0125806 0.00384923 -0.00751362 -0.0142353 0.000344829 0.022358 0.00195196 -0.00531599 -2.62581e-05 -0.000274955 0.000184025 -0.00617147 -0.00123277 0.00339895 -0.000242652 0.000956921 0.00230307 -0.00128301 -0.000531195 0.00799846 -0.000611016 0.000237241 0.000212815 internal_weight=8988.31 155.224 120.918 52.2875 43.7812 35.7299 68.6308 43.6683 23.0681 34.3054 20.0603 24.9625 20.6002 14.2452 15.5814 8833.08 4046.9 4786.18 39.7434 26.7524 20.6919 4037.28 782.821 488.964 293.857 3254.46 30.1732 3224.29 4746.44 4735.77 internal_count=27017 461 364 161 136 108 203 133 76 97 57 70 57 40 44 26556 11591 14965 181 119 91 11564 2362 1522 840 9202 99 9103 14784 14751 is_linear=0 shrinkage=0.03 Tree=970 num_leaves=17 num_cat=0 split_feature=8 9 5 5 3 4 7 5 7 13 10 5 6 5 8 9 split_gain=0.314193 0.513007 0.446529 1.85499 2.88104 1.73154 1.36477 1.31118 1.47743 2.9265 1.29659 0.895226 4.93862 1.1814 0.514845 0.353183 threshold=1.1000000000000003 1.3 0.88500000000000023 0.8300000000000004 0.3000000000000001 0.88500000000000023 2.5000000000000004 0.92500000000000027 0.70000000000000007 1.9000000000000001 1.5000000000000004 0.93000000000000027 1.9000000000000001 0.97000000000000031 3.7000000000000006 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 -2 3 5 -5 14 -6 8 -4 -10 -7 12 -9 -13 -3 -1 right_child=1 2 7 4 6 10 -8 11 9 -11 -12 13 -14 -15 -16 -17 leaf_value=0.00051854581423598617 0.00986738699895672 -0.01725947827070792 -0.0085624476094734621 -0.024660575757963713 -0.0023062756529497351 0.00089568412503582522 -0.018864602178071264 -0.011540682961236162 0.023911197542062175 0.0031340782276955089 0.01340363723928267 0.0030850418027779424 0.018719240889035645 -2.349002134609768e-05 -0.0041308162642706685 -0.011353432268355359 leaf_weight=4.3857049047946912 4.7519630528986445 5.5510715097188932 8.2428418993949872 6.0459866300225249 80.407167956233025 140.46533662080765 4.7442513406276694 23.245841715484861 6.6104629635810843 79.209984645247459 7.8771668300032607 111.80137956142426 6.1352999061346045 6963.482279855758 5.2127784788608551 4.6426486372947693 leaf_count=20 21 21 32 29 302 540 21 97 21 280 29 397 19 25146 19 23 internal_value=6.71605e-06 1.34907e-05 7.20455e-06 -0.00123843 -0.00464966 0.000716839 -0.00322883 5.05159e-05 0.00356925 0.00473447 0.00155987 3.92909e-06 -0.00522188 2.563e-05 -0.0109015 -0.00558638 internal_weight=7462.81 7453.78 7449.03 250.304 91.1974 159.106 85.1514 7198.73 94.0633 85.8204 148.343 7104.66 29.3811 7075.28 10.7638 9.02835 internal_count=27017 26974 26953 961 352 609 323 25992 333 301 569 25659 116 25543 40 43 is_linear=0 shrinkage=0.03 Tree=971 num_leaves=23 num_cat=0 split_feature=11 0 11 2 2 8 5 12 2 11 0 10 2 4 10 4 3 0 4 11 12 9 split_gain=0.339473 1.68917 0.665305 1.61605 1.98857 1.56509 1.26526 1.18332 0.396309 2.20674 1.89923 1.75152 1.08425 1.03283 1.00046 0.656915 1.86568 2.27467 1.09342 3.81103 0.859787 0.628796 threshold=3.1666666666666674 475.00000000000006 2.1666666666666674 0.70000000000000007 0.90000000000000013 5.5000000000000009 1.5950000000000004 3.7000000000000006 2.9000000000000004 1.1666666666666672 875.00000000000011 -2.1666666666666656 3.7000000000000006 2.2950000000000013 1.0000000180025095e-35 2.475000000000001 2.5000000000000004 525.00000000000011 2.3950000000000009 -0.33333333333333309 5.700000000000002 6.3000000000000016 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 -5 7 -7 -6 15 10 11 -10 -12 14 -11 18 17 -17 20 -20 -1 -15 right_child=1 -3 3 4 5 6 -8 -9 9 13 12 -13 -14 21 -16 16 -18 -19 19 -21 -22 -23 leaf_value=2.4374013328570324e-05 -0.0052371233731734494 0.015702114316992692 0.007624016212785357 -0.015799297030468538 0.0051941118475183996 0.0048585589298850906 -0.012765269891969851 -0.0035473346695262826 0.019017758462626783 0.025397605845966599 -0.019900193859954753 -0.0031203295280055662 0.0026507682619908443 -0.0084741373016713421 0.0048988824429314452 0.012927200336431582 -0.01293077181054132 -0.001999787755961479 -0.023547525634164072 0.0053835385196351459 0.0075835167844103988 0.0094870374254642249 leaf_weight=7535.1103515513241 7.3230929225683195 6.5853201448917389 12.607749611139296 10.990122973918913 25.861714765429497 4.6652391925454166 17.121071562170982 30.227238945662975 3.3849720098078242 4.3909295629709941 9.141217125579713 64.606483281590044 2.4286657702177754 3.7651361115276805 4.1853194274008274 20.218826930969954 5.27127382159233 16.840742140077055 7.4727211594581631 9.0735750421881658 13.566546298563479 3.2844965010881424 leaf_count=25531 23 22 39 34 83 23 66 96 21 23 109 427 27 28 20 109 22 148 50 52 51 13 internal_value=-5.59033e-06 0.00467713 -1.39357e-05 -0.00242725 -0.00385327 -0.00216739 -0.00899137 0.000483206 1.78564e-05 -0.00190589 -0.00393021 -0.00201818 -0.0151665 0.00840121 0.015394 4.19268e-05 0.00376872 0.00614402 2.10736e-05 -0.00768245 3.79594e-05 -0.000105841 internal_weight=7818.12 13.9084 7804.21 101.473 88.8654 77.8753 21.7863 56.089 7702.74 95.1872 79.5613 67.9915 11.5699 15.6259 8.57625 7607.55 42.3308 37.0596 7565.22 16.5463 7548.68 7.04963 internal_count=27017 45 26972 341 302 268 89 179 26631 668 584 448 136 84 43 25963 279 257 25684 102 25582 41 is_linear=0 shrinkage=0.03 Tree=972 num_leaves=31 num_cat=0 split_feature=13 9 0 3 13 4 2 4 5 4 9 5 8 9 6 9 5 5 4 5 7 12 8 4 5 4 2 8 12 0 split_gain=0.379789 1.93488 2.73184 1.66218 1.75539 2.17509 3.3565 3.05613 1.46428 2.66514 3.11812 1.75452 2.87485 2.79648 1.0034 2.10807 2.12826 1.96897 4.52752 3.91572 1.18527 0.917883 0.80659 1.07838 3.07276 2.88086 2.70849 2.54131 1.99584 1.40377 threshold=1.7000000000000004 2.7000000000000006 475.00000000000006 0.90000000000000013 0.90000000000000013 1.7400000000000002 2.1000000000000005 1.6000000000000008 2.1050000000000009 2.1750000000000012 7.7000000000000002 1.6600000000000001 4.5000000000000009 6.7000000000000002 0.70000000000000007 2.1000000000000005 0.82000000000000028 1.4750000000000008 2.265000000000001 1.4250000000000007 1.9000000000000001 5.5000000000000009 10.100000000000001 2.305000000000001 1.1950000000000005 2.2850000000000006 2.9000000000000004 6.3000000000000016 3.1000000000000005 875.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 -7 -6 11 10 -10 13 -13 -5 15 -2 20 19 -19 -18 -17 -11 23 25 26 29 -25 -27 -26 -16 right_child=14 3 -4 8 5 6 -8 -9 9 21 -12 12 -14 -15 22 16 17 18 -20 -21 -22 -23 -24 24 28 27 -28 -29 -30 -31 leaf_value=-0.0044444072069788777 -0.014887856587273783 -0.011448913306181313 0.018209697092887226 -0.0014347346870393091 0.0025189842031965001 0.015284839491390943 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10.023260354995726 16.281846180558208 19.822970099747181 6.5659507960081083 6.5767282471060744 7.1680488735437393 105.69939966127276 124.6304599121213 leaf_count=24 25 27 37 1197 296 84 64 50 273 36 83 261 497 98 21135 23 859 664 75 113 25 20 32 68 66 21 30 22 386 426 internal_value=-6.38013e-07 -0.000563292 0.00874335 -0.000757411 0.00190606 0.00259233 0.00861112 0.000608541 -0.00135225 0.0018937 -0.000199038 -0.00187827 -0.00397864 -0.000746377 6.69533e-05 0.00126843 0.00147078 0.00119447 0.00318382 -0.000395191 0.0135653 0.0125423 -2.67203e-05 -1.52529e-05 0.00251661 -6.68209e-05 -0.00759994 -0.0137938 0.00435891 -4.08939e-05 internal_weight=8987.79 963.906 19.6945 944.211 172.376 163.952 40.6426 123.309 771.835 107.636 89.9568 664.199 232.593 431.606 8023.88 580.339 573.16 560.358 248.889 311.469 12.8021 17.679 7443.55 7433.52 148.381 7285.14 22.8586 13.734 125.522 7271.41 internal_count=27017 3047 61 2986 521 494 148 346 2465 412 356 2053 758 1295 23970 1784 1759 1711 739 972 48 56 22186 22154 550 21604 98 43 452 21561 is_linear=0 shrinkage=0.03 Tree=973 num_leaves=24 num_cat=0 split_feature=8 5 3 6 6 12 12 11 13 4 8 10 9 11 0 4 5 4 12 4 6 4 7 split_gain=0.311382 1.67705 2.11287 3.86042 2.53792 2.4382 2.41127 1.67471 0.566425 0.546946 1.48252 1.6455 1.41254 2.49829 2.71306 1.07916 1.03257 1.00908 2.08261 1.20917 2.18827 0.971442 0.212183 threshold=8.7000000000000011 2.4450000000000007 1.7000000000000004 1.1000000000000003 0.50000000000000011 3.7000000000000006 4.5000000000000009 0.33333333333333326 2.9000000000000008 2.6550000000000007 7.9000000000000012 -0.49999999999999994 3.9000000000000004 -0.66666666666666663 575.00000000000011 2.5750000000000006 1.4650000000000007 2.5250000000000008 3.9000000000000008 2.3450000000000011 0.90000000000000013 2.0950000000000011 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 -2 -6 22 8 -5 15 12 -12 -11 -14 -15 17 -17 19 -19 21 -21 -1 -4 right_child=1 -3 6 7 5 -7 -8 -9 -10 10 11 -13 13 14 -16 16 -18 18 -20 20 -22 -23 -24 leaf_value=-2.4594492386869367e-05 0.012268495522629501 0.016425291233680514 -0.024095417550978583 0.026950494895380137 -0.021134509266501497 0.0062882873811911828 0.0020267252230431222 0.00077701467127659911 0.012179049373339756 0.012031336504165348 -0.0024534116964608972 0.02241316375175887 0.013353318428531314 0.0021230480284963878 -0.02428225418197694 -0.02214857364646235 -0.0025342579452137803 -0.0059298275728504515 0.019909243587291323 -0.011294729656000417 0.0001557936200255781 0.0018518925776525449 -0.015136881281529497 leaf_weight=7024.3310845829546 4.1137842200696495 4.059551276266574 7.0539475604891795 4.5498180240392703 11.602833159267901 3.8984511643648139 6.5812326297163954 8.1754658147692663 4.8024276606738567 6.4342543557286289 3.7770235799252987 6.5455521009862405 5.2964692413806942 7.1373803876340371 6.8756226841360331 3.7815547809004766 6.6870258525013924 4.8894462436437589 6.5925625637173653 23.863258378580213 40.536851443350315 257.39334870874882 3.5906909108161926 leaf_count=24922 27 18 37 19 71 22 32 39 24 33 21 33 25 37 43 34 39 27 36 154 203 1099 22 internal_value=6.55901e-06 -0.00217491 -0.00356374 0.000463768 -0.00867882 -0.0142379 -0.0122479 0.0106951 0.0193653 2.37736e-05 0.00370915 0.0133145 -0.000142345 -0.00419883 -0.010833 5.73392e-06 -0.00961952 1.9429e-05 0.00890605 5.53915e-06 -0.00408716 4.17353e-05 -0.0210735 internal_weight=7462.57 58.4282 54.3687 37.1428 19.6151 15.5013 17.2259 17.5277 9.35225 7404.14 36.0663 10.3226 25.7437 19.3095 14.013 7368.08 10.4686 7357.61 11.482 7346.12 64.4001 7281.72 10.6446 internal_count=27017 311 293 202 120 93 91 82 43 26706 192 54 138 105 80 26514 73 26441 63 26378 357 26021 59 is_linear=0 shrinkage=0.03 Tree=974 num_leaves=31 num_cat=0 split_feature=10 8 11 11 6 6 5 8 11 11 3 3 6 8 11 13 5 6 2 7 13 2 10 5 9 4 5 8 8 7 split_gain=0.342993 2.68 4.13607 3.20001 4.98971 2.94209 2.34542 2.87998 1.81996 1.0239 0.862907 0.482858 2.87955 4.03138 3.31546 2.96726 2.8071 2.77186 2.63672 2.54155 2.33163 2.48165 2.15979 1.8666 4.75637 1.8461 1.79037 2.48061 8.53171 2.54932 threshold=-2.1666666666666656 6.1000000000000005 1.1666666666666672 0.33333333333333326 1.1000000000000003 0.70000000000000007 1.4250000000000007 4.7000000000000002 -0.66666666666666619 -0.33333333333333309 1.5000000000000002 0.90000000000000013 1.3 2.5000000000000004 0.50000000000000022 1.9000000000000001 0.98000000000000043 1.1000000000000003 1.9000000000000001 3.1000000000000005 3.7000000000000006 1.1000000000000003 -1.0000000180025095e-35 0.78500000000000025 2.7000000000000006 1.0150000000000006 1.0050000000000006 3.3000000000000003 3.1000000000000005 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 -3 8 -8 -1 -7 -11 12 13 16 19 18 -2 -17 -15 22 21 -16 -14 24 -13 -22 27 28 -25 -29 right_child=11 5 -4 4 -6 9 7 -9 -10 10 -12 23 14 15 20 17 -18 -19 -20 -21 25 -23 -24 26 -26 -27 -28 29 -30 -31 leaf_value=-0.021359373415475166 0.0045376271615646252 0.0088525003520738728 -0.020428676511819337 -0.0055762624702259391 0.031413702520601473 -0.024304077873991546 -0.0027575210366599665 0.019161963311279701 -0.00048187318947669682 -0.0191496461247029 -0.0029686896748688553 -0.0031108913385725898 -0.0022997540275477807 -0.00040637535656974367 0.001220341102240055 0.00077133978918827908 -0.020996692412447629 0.0052599262612038492 -0.010418076636345776 -0.017642980743370815 0.0019725926574220704 -0.0074936137244636354 0.00085602817783613872 -0.0057631271997052782 0.025230598771997861 -0.014083372912342615 0.00019272999430106761 0.0048386365029871184 0.036310064341233857 -0.0064186243087759305 leaf_weight=6.3049535416066638 5.6349083036184338 5.7119360119104412 6.7739683836698523 5.4033068455755702 8.3603493571281415 7.5219291830435457 13.129864804446699 9.1572433710098249 9.3024386279284936 5.3554207272827572 6.6486368104815483 12.577330000698568 351.81904668733478 164.88617691397667 57.858600109815598 318.88019570149481 12.405276894569395 202.42128100059927 27.644361022859812 7.9063661992549887 7.8159770071506491 59.829769194126129 438.39591317623854 14.882181055843832 9.2479042261838895 36.744371864944696 5865.8431801721454 21.610686030238867 6.1222680807113639 111.61174291186035 leaf_count=28 21 30 27 25 29 41 44 31 45 32 29 53 1224 639 184 1438 41 763 194 37 26 226 1520 54 40 147 19442 87 23 497 internal_value=-5.52747e-06 -0.00191601 0.00161261 0.0045029 0.0168923 -0.0100856 2.96693e-06 0.00624867 -0.0089158 -0.0156256 -0.0101876 1.51406e-05 -0.000432758 0.000984842 -0.00151307 0.0013388 -0.013021 0.00251426 -0.0018439 -0.000718324 -0.00542254 -0.00320961 -0.000548987 0.00014059 0.00889812 -0.0112671 0.000108841 -0.00308179 0.00650015 -0.00459253 internal_weight=7817.81 83.67 58.4321 51.6582 13.7637 25.2379 37.8945 22.2871 15.6074 19.526 12.0041 7734.14 1692.24 731.872 960.37 713.832 18.0402 521.301 192.531 798.121 162.249 117.688 790.215 6041.9 21.8252 44.5603 6020.07 154.227 21.0044 133.222 internal_count=27017 361 229 202 54 132 148 75 73 102 61 26656 6460 3096 3364 3034 62 2201 833 2781 583 410 2744 20196 93 173 20103 661 77 584 is_linear=0 shrinkage=0.03 Tree=975 num_leaves=31 num_cat=0 split_feature=13 9 0 3 10 13 5 4 3 8 12 7 0 7 4 6 5 4 4 4 13 11 3 3 5 2 5 4 8 6 split_gain=0.36866 1.86333 2.63896 1.59283 2.46146 2.15129 2.00355 2.52841 2.98609 2.12891 2.76184 2.38024 2.09154 1.58574 1.40287 0.980757 1.76288 2.06495 2.9363 2.46552 1.85123 0.83764 3.37646 2.34238 5.19914 3.25488 2.15955 0.888009 0.86571 1.74098 threshold=1.7000000000000004 2.7000000000000006 475.00000000000006 1.1000000000000003 1.5000000000000004 1.5000000000000002 2.1050000000000009 1.8900000000000006 2.5000000000000004 7.1000000000000005 3.9000000000000008 0.90000000000000013 875.00000000000011 1.3 0.92500000000000027 0.3000000000000001 1.4550000000000007 1.2450000000000008 1.7750000000000004 2.1750000000000012 1.9000000000000001 -1.4999999999999996 2.7000000000000006 2.1000000000000005 2.1550000000000011 2.7000000000000006 2.3950000000000009 1.4550000000000007 1.9000000000000001 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 13 -6 9 8 -8 11 -11 -5 -9 14 -3 16 17 -2 -19 -20 -18 22 23 25 -25 -17 27 -24 29 -23 right_child=15 3 -4 6 5 -7 7 12 -10 10 -12 -13 -14 -15 -16 21 20 18 19 -21 -22 28 26 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0043570981430365984 -0.01946222439195178 -0.011333425478128456 0.017931831110442518 -0.00051118027889675288 0.02349295862491901 0.0012557017640089461 0.0037300937412591763 0.011062382552063306 -0.0094312654962903954 -0.013215706603933517 0.0010687157684541261 -0.0053403113375957165 -0.0066576422910436259 -0.01331765163801168 0.0012564411303375945 0.0016813442836480692 0.00054107826290821415 0.01530708360682308 -0.022114844439898102 0.0095695735522082978 0.019713431545943714 -0.0080036537264608458 -0.0097575356695256705 0.01450981892343337 -0.013120184754268517 -0.019265143421418423 0.0049694941919483683 -0.026849050080608717 1.8759253263221657e-06 0.0036473402028246449 leaf_weight=8.229520648717882 4.3670346140861538 8.2279324233531934 11.407941043376921 382.73694840073586 8.0663629025220853 7.6086911410093299 39.142282858490944 34.469769895076752 25.702195834368467 33.444305770099163 19.161345571279526 120.86944097280502 7.2569960653781882 7.3063281551003447 249.80245121568441 293.12650550156832 7.8971281349658993 9.3205442875623721 5.213881850242613 3.8369593322277069 10.639059320092199 33.006658874452114 4.8963999450206739 31.019776985049248 7.6386805847287169 6.8322184756398192 4.6921172812581053 6.2004028409719467 7576.8896210342646 17.750151753425598 leaf_count=24 12 24 37 1212 27 25 145 107 135 101 63 358 22 24 743 875 25 30 19 22 38 104 22 99 32 24 26 26 22558 58 internal_value=-7.70677e-07 -0.000555268 0.00859115 -0.000745577 0.00114716 0.012699 -0.00154807 0.00222014 -0.00148663 -0.00227007 -0.00801268 -0.00167021 0.00798057 0.000464724 0.000854982 6.58127e-05 0.00467836 -0.0009195 0.00348826 -0.00868274 0.0115453 4.19616e-05 0.00146769 0.00209999 0.0090503 0.00120424 -0.0120929 -0.0193075 -2.42826e-05 -0.00392919 internal_weight=8986.76 963.433 19.6375 943.795 281.012 15.6751 662.783 106.571 64.8445 556.212 52.6057 503.606 41.7268 265.337 258.03 8023.33 41.2746 22.7384 18.3714 9.05084 18.5362 7982.05 354.406 338.617 38.6585 299.959 15.7889 11.0968 7627.65 50.7568 internal_count=27017 3047 61 2986 843 52 2143 409 280 1734 164 1570 129 791 767 23970 146 83 71 41 63 23824 1104 1030 131 899 74 48 22720 162 is_linear=0 shrinkage=0.03 Tree=976 num_leaves=21 num_cat=0 split_feature=13 11 11 11 8 2 6 4 6 9 7 5 5 6 0 2 3 11 4 5 split_gain=0.311299 1.1121 2.05005 3.82422 1.39421 1.53888 1.0413 2.44311 0.516767 3.15814 3.00368 3.41945 3.25923 1.058 2.5082 3.75417 3.27522 0.984867 0.617578 0.541742 threshold=5.3000000000000016 -1.1666666666666663 -0.66666666666666663 -0.33333333333333309 3.1000000000000005 1.1000000000000003 3.3000000000000003 1.1150000000000007 2.7000000000000006 2.7000000000000006 0.90000000000000013 1.3650000000000007 1.0250000000000006 2.5000000000000004 575.00000000000011 1.7000000000000004 1.5000000000000002 3.1666666666666674 1.0750000000000008 2.2350000000000008 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 -5 -6 8 -8 13 -10 11 -11 -12 17 15 -15 -16 18 -1 -19 right_child=1 2 3 4 5 -7 7 -9 9 10 12 -13 -14 14 16 -17 -18 19 -20 -21 leaf_value=-0.00067607897195205398 0.010158361909559249 -0.017140150097609448 0.017784158174025552 -0.02014663520984733 -0.011234069650232435 0.0054185254684383267 0.017752210643809094 -0.0065825756126889632 -0.021949791345563577 -0.025830245135951869 0.020399295348690123 -0.0031895754065849845 6.8854858018006012e-05 0.0020433597758237453 -0.017135929229074472 0.016852556162424228 0.0070191548912606865 -0.017919877831535633 0.00011799177072341525 -0.002477193647726539 leaf_weight=1031.7793120518327 5.5743465274572364 8.6159340217709524 7.7117659747600511 5.2301827222108903 9.8011253029108065 10.183764822781084 9.0995110869407636 6.2725715935230246 6.6358391195535651 8.1296288669109362 7.5769615173339835 22.958734966814518 111.99088931828737 112.20142086595297 12.204794697463514 17.8581852465868 8.6202987283468229 4.2044904306530935 6051.5697249677032 3.9797298908233643 leaf_count=3550 20 33 26 22 38 39 25 26 25 32 23 86 384 372 44 60 30 19 22139 24 internal_value=7.00954e-06 -0.00242377 -0.00411208 -0.000703039 -0.00635715 -0.00274835 2.24553e-05 0.00782241 6.25171e-06 -0.00169493 -0.000802776 -0.00911013 0.00135719 4.31982e-05 0.00252902 0.00407678 -0.00713722 -9.69203e-06 2.32533e-06 -0.0104106 internal_weight=7462.2 47.1171 41.5428 32.9268 25.2151 19.9849 7415.08 15.3721 7399.71 157.292 150.656 31.0884 119.568 7242.42 150.885 130.06 20.8251 7091.53 7083.35 8.18422 internal_count=27017 178 158 125 99 77 26839 51 26788 550 525 118 407 26238 506 432 74 25732 25689 43 is_linear=0 shrinkage=0.03 Tree=977 num_leaves=31 num_cat=0 split_feature=0 0 4 9 11 4 4 11 3 13 8 4 4 8 12 10 9 9 8 4 2 10 11 13 10 3 6 13 5 7 split_gain=0.343094 1.69226 2.96015 2.60751 4.06653 2.2759 3.53318 1.933 2.45517 2.50669 2.31422 1.61851 2.25773 4.25155 3.64938 1.84762 3.90724 2.99274 1.61764 1.60062 3.53392 2.51819 2.16154 1.61003 5.79903 5.42697 3.3756 3.48498 1.85211 1.55576 threshold=575.00000000000011 525.00000000000011 0.73500000000000032 2.3000000000000003 0.33333333333333326 2.055000000000001 1.6000000000000008 1.0000000000000002 0.90000000000000013 4.9000000000000012 6.1000000000000005 1.2250000000000005 1.1750000000000005 5.1000000000000005 2.9000000000000008 1.0000000180025095e-35 3.3000000000000003 3.3000000000000003 2.1000000000000005 2.2150000000000007 3.7000000000000006 1.1666666666666672 -1.0000000180025095e-35 4.1000000000000005 -1.0000000180025095e-35 1.5000000000000002 2.7000000000000006 3.5000000000000004 1.0750000000000008 0.50000000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 -5 11 -9 10 -10 12 14 -14 -1 17 -17 -13 -2 23 21 29 -23 26 25 -25 27 -20 -26 -21 right_child=18 2 3 5 -6 -7 -8 8 9 -11 -12 15 13 -15 -16 16 -18 -19 19 20 -22 22 -24 24 28 -27 -28 -29 -30 -31 leaf_value=-0.00011379382954519859 -0.013687137403798708 -0.017096471710332579 -0.0034430925092661952 -0.0018414758479759249 0.028708139220186189 -0.016086428247043115 0.0034070382961974683 -0.011058251711944066 -0.0021587785332723933 0.014923586318708588 0.0029975519991415418 0.004466738948687112 0.0013215945846436043 0.009672833500192558 0.0042758312944162491 -0.0058632187531253276 -0.00038598707257873823 0.00018825042971688514 0.00062078820183755811 -0.024090470381655748 0.014616097231049681 -0.011958450158002653 0.010926764765786382 -0.0010871453362223445 0.0030562360112852561 0.025531680385602645 -0.017115946079983509 0.0057711922244653912 -0.012826048193550913 -0.0073265295474446539 leaf_weight=1090.5004052743316 7.2475788891315451 10.474997118115423 7.520361125469206 826.65920633077621 6.6903294324874878 9.2181444093584997 134.16981686651707 23.148352384567261 491.31005810573697 8.659187585115431 93.196495167911053 160.55039063841105 206.78201851993799 74.677786983549595 202.03336077183485 128.72371010109782 1311.2935266755521 1761.6043735891581 957.03891175985336 5.5696535408496848 8.5399904102087003 5.3246398046612766 12.283138152211903 26.25662836804986 7.9509616158902636 9.3471560478210431 9.0745413005352003 134.90584422647953 39.130016207695007 47.24757391307503 leaf_count=3327 24 32 32 2683 22 44 494 91 1569 25 334 652 643 234 593 534 4553 5998 3676 34 67 42 82 98 32 28 27 487 133 427 internal_value=-5.80528e-06 -9.33366e-05 -0.00123284 -0.00106401 0.0116936 -0.00125091 -0.00110858 0.000110807 -0.00147331 -0.00109926 -0.00133663 0.000308595 0.00110254 0.00353737 0.00057234 -6.30896e-05 -0.000875599 0.000545617 0.000445473 0.000526593 -0.00360887 -0.0058189 0.00400621 0.00080247 -0.00323493 0.00590117 0.00110567 0.0012571 -0.0101439 -0.00909431 internal_weight=7817.13 6547.21 994.733 984.258 14.2107 970.047 960.829 5552.48 616.314 593.166 584.507 4936.17 1573.99 281.46 1292.53 3362.17 1440.02 1922.15 1269.92 1262.67 78.965 70.425 17.6078 1183.7 82.6848 35.6038 1101.02 1091.94 47.081 52.8172 internal_count=27017 21860 3307 3275 54 3221 3177 18553 2019 1928 1903 16534 4797 877 3920 11737 5087 6650 5157 5133 652 585 124 4481 291 126 4190 4163 165 461 is_linear=0 shrinkage=0.03 Tree=978 num_leaves=31 num_cat=0 split_feature=12 10 2 4 3 5 4 4 4 4 9 7 8 9 0 10 4 11 11 8 4 5 4 0 0 13 0 2 3 13 split_gain=0.367357 1.75166 1.73161 2.15549 2.14501 1.43192 2.42525 2.4196 3.53173 2.26663 3.20564 1.8629 1.37944 3.72154 3.51596 3.05255 1.93676 3.81046 1.6823 1.34746 1.35837 1.29862 2.49563 2.75543 4.54135 2.73182 2.80276 2.59415 1.82323 5.60392 threshold=2.5000000000000004 -2.4999999999999991 0.50000000000000011 1.2150000000000005 2.7000000000000006 1.2050000000000007 2.0950000000000011 1.6400000000000006 1.6250000000000002 2.1250000000000004 4.7000000000000002 2.3000000000000003 3.5000000000000004 4.1000000000000005 200.00000000000003 -1.0000000180025095e-35 1.7100000000000002 -0.66666666666666619 -1.0000000180025095e-35 3.5000000000000004 1.0550000000000004 1.9250000000000003 1.5150000000000008 200.00000000000003 525.00000000000011 2.9000000000000008 525.00000000000011 0.70000000000000007 1.9000000000000001 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 19 6 7 8 -4 -8 -11 -9 13 15 -15 -7 17 -14 -18 -2 -21 28 25 -24 -25 26 -23 -27 -3 -30 right_child=2 21 5 -5 -6 12 9 11 -10 10 -12 -13 16 14 -16 -17 18 -19 -20 20 -22 22 23 24 -26 27 -28 -29 29 -31 leaf_value=-0.012539370243599024 -0.009828660577922279 -0.00012939576943678222 0.0013213206770745787 -0.016161680025775779 -0.017835468849760772 -0.00055283889634645295 -0.017801938841041733 0.0056404140469149761 -0.012842987426078287 -0.0058551158357844869 0.0087951002115811503 -0.0030739672303105358 0.0028266171768492913 0.0067852199933197176 -0.0013193629811096524 -0.01113931490198242 -0.0019226307273514183 1.895845481570382e-05 0.00020008845608333417 0.0004525171330279258 0.018454511573641603 -0.0060194885857249737 0.02135190323907199 -0.0082118606824930253 0.020003212631551498 0.0079963036612764136 -0.021657328217924824 -0.0066646358566712343 -0.007836953499848193 0.019970603868835052 leaf_weight=10.337611883878706 5.3825234323740068 4019.7030610367656 348.56739343702793 12.859726373106239 5.5383028425276271 42.720213636755943 8.8722854405641538 195.66336588561535 16.597446620464325 46.792516335844994 18.86015946418047 24.885986238718033 596.60394363291562 56.346493721008301 332.21086041070521 57.517644211649895 559.32434256002307 1606.4947808030993 841.62625364586711 9.565696254372595 6.2289294376969329 48.498878948390484 6.7241377830505362 18.194156095385555 7.1524036377668372 21.175955675542355 13.101707331836222 22.301638633012772 11.623072236776354 14.862883910536764 leaf_count=29 22 11426 981 62 39 128 30 629 49 199 82 85 1865 175 1130 173 1742 4958 2592 36 22 183 19 54 22 73 54 72 39 47 internal_value=-4.43121e-07 -0.000205496 0.000178982 -0.00607036 -0.00121281 0.000231015 0.00152746 0.00217603 0.000677526 -0.00356984 -0.00164652 0.00465711 2.18785e-05 -0.00147364 -0.00014408 -0.00662748 0.000224706 0.000779279 -0.000647399 0.00313439 0.00755197 -0.000175017 -0.00304598 0.00427918 -0.000250007 -0.00528168 -0.00934547 0.00047604 -7.77031e-05 0.00776756 internal_weight=8986.33 4193.68 4792.66 39.5752 26.7155 4753.08 660.239 585.714 365.165 74.525 65.6527 220.549 4092.84 488.795 388.557 100.238 3604.05 2203.1 1400.95 21.1771 15.7946 4183.34 137.149 32.0707 25.3466 105.078 61.6006 43.4776 4046.19 26.486 internal_count=27017 12018 14999 181 119 14818 2055 1744 1030 311 281 714 12763 1606 1305 301 11157 6823 4334 80 58 11989 477 95 76 382 237 145 11512 86 is_linear=0 shrinkage=0.03 Tree=979 num_leaves=29 num_cat=0 split_feature=8 7 4 4 4 4 8 5 10 8 13 5 11 13 11 10 9 13 5 12 12 9 6 12 10 12 13 7 split_gain=0.310661 1.43179 1.40483 3.22743 1.71447 1.7421 1.04429 3.16996 2.3981 3.41618 3.20863 2.37517 3.41452 4.16671 2.58579 3.1 2.74471 2.22285 0.850472 1.59725 1.06684 3.24555 2.98212 0.936837 1.5721 0.964602 0.918489 1.36528 threshold=6.3000000000000016 3.1000000000000005 0.97000000000000031 0.99000000000000055 1.0550000000000004 1.3350000000000006 5.9000000000000012 0.94500000000000017 1.0000000180025095e-35 6.1000000000000005 2.9000000000000008 1.1450000000000007 -0.33333333333333331 2.9000000000000008 0.50000000000000022 -0.49999999999999994 5.1000000000000005 1.9000000000000001 0.62500000000000033 1.7000000000000004 1.3000000000000003 7.7000000000000002 2.9000000000000004 4.9000000000000012 -1.8333333333333328 4.700000000000002 3.3000000000000007 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 -4 -5 -6 18 8 9 -8 -10 12 13 -9 16 -16 -13 -14 19 -1 21 22 -20 25 -25 -22 27 -21 right_child=1 -3 3 4 5 -7 7 11 10 -11 -12 14 17 -15 15 -17 -18 -19 20 26 23 -23 -24 24 -26 -27 -28 -29 leaf_value=-0.019902906353160249 -0.013251790441184909 0.012331756727015518 0.033655377437404009 -0.014625696959225278 0.0028112835775362336 -0.00089870692055795049 -0.012390876435195998 -0.0062903834899298208 0.006132880117656783 0.017046482216687631 0.036921140760399478 0.0065370864976107262 0.0039115096923817106 0.018756499913474046 0.0055256088553030233 -0.0046708143230002981 0.00054735119019720506 -0.015030840388375133 0.00065810638904685917 0.0051800114935261115 -0.00010393824073038809 0.020000711946212134 0.019049302235852258 0.019912803067055895 0.0020375903111690802 -0.0044542811787865013 0.0097755153330684862 -0.018116346407690262 leaf_weight=5.5450250357389477 7.7887237071990958 7.8133118152618399 2.4892674684524527 7.7252235114574423 129.93896615505219 923.53655647672713 6.7175202071666735 15.167249694466593 6.1896247938275319 7.5197297334671021 5.9990753456950188 127.21833739429712 7.0571084916591635 9.8659150600433332 37.361995004117489 95.246605824679136 150.07889070361853 26.55714413523674 246.1775618493557 4.5282002389430982 5472.3253567367792 8.5893265902996045 8.1992919296026212 4.6809218376874915 81.990899205207825 46.259356636554003 4.7900714501738539 4.5280703604221344 leaf_count=24 34 37 9 29 465 3933 28 61 23 29 22 459 29 37 142 353 544 103 835 18 19150 28 25 17 355 185 20 23 internal_value=6.75135e-06 -0.000463976 -0.000557284 -0.00046433 -0.000544365 -0.000441105 8.6351e-05 0.0014098 0.0115191 0.00315714 0.0212863 0.000839652 -0.0048072 0.00358094 0.00164758 -0.00179801 0.00329532 -0.011054 -2.49133e-05 -0.00629727 -4.18652e-06 0.00186334 0.00125091 -9.17999e-05 0.00300298 -0.000140405 -0.000848639 -0.006468 internal_weight=7461.89 1079.29 1071.48 1063.69 1061.2 1053.48 6382.59 494.979 26.426 14.2372 12.1887 468.553 58.6474 25.0332 409.906 132.609 277.297 33.6143 5887.61 19.3914 5868.22 262.966 254.377 5605.26 86.6718 5518.58 13.8463 9.05627 internal_count=27017 4507 4470 4436 4427 4398 22510 1830 102 57 45 1728 230 98 1498 495 1003 132 20680 85 20595 888 860 19707 372 19335 61 41 is_linear=0 shrinkage=0.03 Tree=980 num_leaves=13 num_cat=0 split_feature=5 5 12 5 4 11 2 12 2 11 5 7 split_gain=0.340391 0.410391 1.84124 0.728532 1.62175 0.508035 2.26611 3.04367 2.10695 1.0466 2.09857 0.794324 threshold=3.2250000000000001 2.9150000000000005 4.3000000000000016 2.8350000000000004 1.4950000000000008 -1.8333333333333328 1.9000000000000001 3.7000000000000006 1.5000000000000002 -1.4999999999999996 2.0750000000000011 0.3000000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 6 8 -8 -1 10 -7 -11 right_child=-2 2 -4 4 -6 9 7 -9 -10 11 -12 -13 leaf_value=0.0010691074944905394 -0.0065348175007173721 0.016620299595941464 -0.0035246621448864262 0.0062509536961341721 -0.016047527241255407 -0.0034690800915547692 -0.019641610169146249 0.00052833344463522379 0.0091330151629596939 0.0021806959255481545 0.0057838911729711975 -2.5977769982735851e-05 leaf_weight=131.0535329580307 7.1803180873394004 6.8815469443798092 10.042280167341231 4.8298797383904439 7.4839793741703033 165.11929412558675 9.9465363398194331 20.84330902248621 37.507162660360336 149.85127275437117 25.461546748876572 7240.3538962854072 leaf_count=392 24 27 36 20 24 552 46 81 122 458 79 25156 internal_value=-5.93558e-06 6.73956e-08 0.00466666 -1.00676e-05 -0.00730137 1.47254e-06 0.00149641 -0.00598749 0.00286344 -3.78395e-05 -0.00223289 1.8767e-05 internal_weight=7816.55 7809.37 16.9238 7792.45 12.3139 7780.14 199.351 30.7898 168.561 7580.79 190.581 7390.21 internal_count=27017 26993 63 26930 44 26886 641 127 514 26245 631 25614 is_linear=0 shrinkage=0.03 Tree=981 num_leaves=25 num_cat=0 split_feature=9 5 5 10 2 11 3 9 12 12 2 4 12 5 11 12 6 5 7 6 5 5 8 5 split_gain=0.363991 0.430079 2.75175 2.34585 3.12106 2.16511 1.91681 1.83622 1.87987 4.03699 2.45534 1.82895 4.84292 1.95369 1.67515 2.41036 1.95619 1.54267 2.59832 2.05536 1.01866 0.817181 3.62918 1.54305 threshold=10.500000000000002 2.1250000000000009 2.1550000000000011 -1.0000000180025095e-35 2.1000000000000005 -0.66666666666666619 3.5000000000000004 5.3000000000000016 4.1000000000000005 3.9000000000000008 1.5000000000000002 0.88500000000000023 2.7000000000000006 2.1950000000000007 1.0000000180025095e-35 3.3000000000000007 1.3 2.0250000000000008 0.50000000000000011 2.5000000000000004 2.1050000000000009 1.9750000000000003 5.1000000000000005 1.9250000000000003 decision_type=2 2 2 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 14 5 -5 17 8 9 -4 -10 12 -9 -13 15 -3 -16 21 20 -20 -19 23 -23 -1 right_child=-2 2 7 4 -6 -7 -8 11 10 -11 -12 13 -14 -15 16 -17 -18 18 19 -21 -22 22 -24 -25 leaf_value=2.1728230430209025e-05 -0.0072649446101743145 -0.023261829854396357 -0.0047857749147056892 0.022911906167877572 0.029620290045428273 0.0024663145413231671 0.015603494914428449 -0.011437278935739677 -0.024322429632539857 0.017631881105412018 -0.0046468300822448787 -0.0050034006650239472 0.031133257735192349 0.0014099011115360927 0.020154535458903458 0.0036087993121268896 -0.0015547426051045171 -0.017115245244529204 -0.0021862089603120072 0.014088474583785395 -0.0010606487692536646 0.0066801661863759472 -0.0027235597806539377 -0.00298061920411617 leaf_weight=7947.5191375054419 6.2035896256566039 5.2382149994373339 39.4105509147048 6.1230390965938595 7.2655713707208625 19.528685674071312 7.03741131722927 4.0892808437347394 8.1441631391644496 8.8539095073938352 19.084202155470848 49.345645628869534 5.8396544046700001 319.8274923954159 6.1392852514982215 7.0456328094005585 9.5413060486316663 14.424547374248506 177.86393508315086 7.2694439589977256 4.7210760414600363 77.738819658756256 70.372080206871033 157.10945165157318 leaf_count=23201 31 20 140 20 25 66 27 17 46 32 71 186 29 1298 19 24 35 70 610 28 21 267 217 517 internal_value=-6.22433e-07 4.39619e-06 0.000845701 0.0068352 0.0122629 0.00734666 -4.68408e-05 4.35564e-05 -0.00422909 -0.000673351 -0.0105319 0.000894393 0.0136004 0.000552665 0.000446137 -0.00784967 0.0069449 -5.98641e-05 -0.00263522 -0.00154717 -0.0131564 3.88329e-06 0.00221216 -3.64727e-05 internal_weight=8985.74 8979.53 515.477 60.8817 32.9173 25.6517 8464.06 454.595 75.4928 48.2645 27.2284 379.102 9.92894 369.173 27.9644 12.2838 15.6806 8457.02 204.279 185.133 19.1456 8252.74 148.111 8104.63 internal_count=27017 26986 2028 209 111 86 24958 1819 289 172 117 1530 46 1484 98 44 54 24931 729 638 91 24202 484 23718 is_linear=0 shrinkage=0.03 Tree=982 num_leaves=15 num_cat=0 split_feature=2 8 4 9 7 11 11 4 4 13 12 8 2 7 split_gain=0.313865 0.954543 0.593684 1.30214 0.474603 3.27683 1.05173 0.521949 2.34683 1.98007 1.82423 0.786575 0.456383 0.226429 threshold=3.9000000000000004 5.5000000000000009 2.8450000000000011 5.5000000000000009 1.0000000180025095e-35 -0.66666666666666663 1.0000000180025095e-35 2.5450000000000008 2.5250000000000008 3.1000000000000005 3.1000000000000005 9.3000000000000025 4.3000000000000016 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 5 -1 -7 8 11 10 -9 -6 -3 -11 right_child=1 12 3 -5 7 6 -8 9 -10 13 -12 -13 -14 -15 leaf_value=0.0097978823533326192 0.0096925774779990197 -0.021936699759914316 0.012834049081517336 -0.0037081570108879209 -1.1259790835828033e-06 -0.023898412512662302 -0.0068758138104436893 0.014224743368689534 0.017476809971596247 -0.023105340332819801 -0.0037759573725056833 0.0057836930431025661 -0.0044475907874785116 -0.011824771636873222 leaf_weight=8.9345150068402308 2.4048611633479586 2.6421145759522915 9.7279013916850108 7.6509370207786551 7345.4389844723046 5.375599466264247 8.3261635862290841 6.2169911786913863 6.9339398816227904 3.858554169535636 27.390109181404114 21.215605206787586 2.7308584749698639 2.7377001494169235 leaf_count=30 17 30 39 32 26394 29 39 36 32 27 169 100 22 21 internal_value=6.78219e-06 -0.00601655 1.30674e-05 0.00555143 1.24267e-07 -0.0043372 -0.0135543 1.33673e-05 3.19542e-05 -0.0033956 -0.000446 1.5534e-05 -0.0130477 -0.0184235 internal_weight=7461.58 7.77783 7453.81 17.3788 7436.43 22.6363 13.7018 7413.79 7373.59 40.2034 33.6071 7366.65 5.37297 6.59625 internal_count=27017 69 26948 71 26877 98 68 26779 26526 253 205 26494 52 48 is_linear=0 shrinkage=0.03 Tree=983 num_leaves=31 num_cat=0 split_feature=10 8 11 11 6 6 5 8 11 11 3 3 6 8 11 13 5 6 2 7 13 13 10 5 9 10 7 8 11 7 split_gain=0.336906 2.59422 3.97866 3.06227 4.71602 2.85106 2.26932 2.74485 1.77721 1.00784 0.847962 0.445956 2.78284 3.88585 3.18035 2.81852 2.72528 2.65681 2.54965 2.47084 2.2773 3.50226 2.09173 1.77821 4.50812 1.71905 4.46452 3.80958 3.26463 2.72797 threshold=-2.1666666666666656 6.1000000000000005 1.1666666666666672 0.33333333333333326 1.1000000000000003 0.70000000000000007 1.4250000000000007 4.7000000000000002 -0.66666666666666619 -0.33333333333333309 1.5000000000000002 0.90000000000000013 1.3 2.5000000000000004 0.50000000000000022 1.9000000000000001 0.98000000000000043 1.1000000000000003 1.9000000000000001 3.1000000000000005 2.9000000000000008 2.7000000000000006 -1.0000000180025095e-35 0.78500000000000025 2.7000000000000006 0.50000000000000022 2.7000000000000006 3.7000000000000006 -0.66666666666666663 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 -3 8 -8 -1 -7 -11 12 13 16 19 18 -2 -17 -15 22 21 -16 -14 24 -13 29 27 -27 -28 -25 right_child=11 5 -4 4 -6 9 7 -9 -10 10 -12 23 14 15 20 17 -18 -19 -20 -21 -22 -23 -24 25 -26 26 28 -29 -30 -31 leaf_value=-0.021216729225327781 0.0044301287555035913 0.0086114856519876135 -0.020171907705200047 -0.0054644760543923893 0.030460799523608455 -0.024147156174337429 -0.0027127605333969935 0.018654764588594074 -0.00052294599307404306 -0.019024246313076715 -0.0029323690318539789 -0.003079719023187516 -0.0022590244016801975 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25 29 41 44 31 45 32 29 53 1224 639 137 1438 41 763 194 37 392 54 1520 14141 40 968 25 4626 64 279 internal_value=-5.75906e-06 -0.00190101 0.00156519 0.00438541 0.0164675 -0.00996674 -2.65393e-05 0.00610134 -0.00882684 -0.015469 -0.0100719 1.47101e-05 -0.000415863 0.000977456 -0.00147864 0.00132392 -0.012815 0.00246757 -0.00178286 -0.000701001 -0.0053148 -0.000376166 -0.00053489 0.00013526 0.00866143 0.00010419 -0.000720905 -0.000908085 0.0122911 0.000415712 internal_weight=7816 83.5127 58.411 51.7029 13.8299 25.1017 37.873 22.3265 15.5465 19.3661 11.9402 7732.49 1691.37 731.872 959.498 713.938 17.9339 521.84 192.098 797.778 161.72 55.2986 789.958 6041.12 21.935 6019.18 1649.73 1626.33 23.395 4369.45 internal_count=27017 361 229 202 54 132 148 75 73 102 61 26656 6460 3096 3364 3034 62 2201 833 2781 583 191 2744 20196 93 20103 5683 5594 89 14420 is_linear=0 shrinkage=0.03 Tree=984 num_leaves=31 num_cat=0 split_feature=4 8 13 13 10 5 9 5 9 5 5 2 4 7 11 2 0 0 4 5 6 4 8 13 3 8 9 11 0 9 split_gain=0.359129 2.09648 2.60951 2.23581 2.16787 3.90704 3.42132 9.87766 2.7115 2.69032 2.68791 2.11897 2.09626 4.14541 4.73027 5.52292 4.08088 3.48509 4.52525 7.93701 3.76416 3.59696 3.40554 2.73342 2.66938 2.65889 2.10419 1.89029 1.71928 2.89356 threshold=1.7100000000000002 5.3000000000000016 4.7000000000000011 1.1000000000000003 -1.1666666666666663 1.4550000000000007 4.3000000000000016 1.5950000000000004 6.5000000000000009 1.6350000000000005 1.3350000000000006 0.70000000000000007 1.6600000000000006 1.7000000000000004 0.33333333333333326 1.5000000000000002 475.00000000000006 475.00000000000006 1.6850000000000005 1.4650000000000007 1.1000000000000003 1.6900000000000006 4.9000000000000012 3.3000000000000007 0.90000000000000013 4.7000000000000002 4.7000000000000002 1.1666666666666672 475.00000000000006 8.9000000000000021 decision_type=2 2 2 2 2 2 2 2 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 -2 5 8 9 -8 10 -7 -3 -5 -1 14 15 16 -14 18 19 -15 -20 22 -19 25 -17 -16 -23 -13 29 -6 right_child=1 4 -4 11 28 6 7 -9 -10 -11 -12 27 13 17 23 24 -18 21 20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.2070933120292767e-05 0.0089845004809787198 0.0006411018965713387 0.017270908858687636 -0.018553216532764063 0.0025305902585380582 0.014711460952213096 -0.027910131261403518 -0.003693826065226188 -0.016990004200950308 -0.0088936546018905938 0.013483124201867034 -0.0024863894936883761 0.0089805888947613582 0.02187458704297857 0.0060357074846682469 0.00054917788565000296 -0.0063376838756521005 -0.015792931463525731 0.0013076634330876217 -0.01982293753248876 -0.023116124930768766 0.0036300138916932297 0.005844652408002006 0.017641680302739292 0.015862741105313515 -0.0054483248587168121 0.024748375253276379 0.0024536254175052956 -9.6777482854052422e-05 -0.017793130230313134 leaf_weight=6571.3012902904302 16.805535793304443 55.429083738476038 6.4969407469034186 6.9650881662964812 458.6048914976418 11.501277208328249 18.688946425914764 80.267961800098419 5.9539728611707678 6.9842620939016333 19.947548992931843 611.08166921883821 31.823630817234516 9.2990397214889544 25.716747388243675 12.167260915040968 30.801985844969749 11.955376148223879 7.8895161449909237 7.3603944182395926 20.271018475294113 8.8695832490921038 14.470021665096281 6.8284650072455397 64.837087258696556 61.626515701413155 8.1462031304836255 78.690209403634071 708.08009620010853 6.3926494605839244 leaf_count=19561 53 203 20 21 1379 36 55 245 18 21 65 1827 93 26 77 34 92 33 22 20 56 26 41 22 196 180 23 236 2313 23 internal_value=-7.34224e-07 -0.000345026 -0.00165593 -0.00182827 0.000343026 -0.00255411 -0.00605422 -0.0082673 0.00250008 0.00579291 0.00403959 -0.00208907 0.000103746 0.00246685 0.00455805 0.00806244 0.0014464 -0.00307269 -0.00894161 0.00345198 -0.0162735 0.00298251 -0.00394462 -0.000637951 0.0134431 -0.00206705 0.0137403 -0.00192283 0.000833934 0.00225119 internal_weight=8985.25 2091.89 720.039 713.543 1371.85 198.773 117.442 98.9569 81.3306 18.4855 75.3766 696.737 6893.36 322.063 233.802 139.63 62.6256 88.2612 44.82 16.6594 28.1605 43.4412 26.4254 94.1717 77.0043 87.3433 17.0158 689.772 1173.08 464.998 internal_count=27017 6515 2157 2137 4358 643 357 300 286 57 268 2084 20502 941 694 415 185 247 124 46 78 123 74 279 230 257 49 2063 3715 1402 is_linear=0 shrinkage=0.03 Tree=985 num_leaves=31 num_cat=0 split_feature=12 0 5 5 2 9 13 12 10 5 7 7 7 8 5 9 0 9 12 5 6 7 9 5 11 4 3 10 7 12 split_gain=0.31319 1.55473 4.30171 2.94682 2.55094 4.80096 2.31971 1.93211 3.48237 2.27293 2.01226 2.88102 1.68205 1.54973 2.20082 1.03991 2.20754 3.26532 3.25724 2.80313 2.26034 1.63038 1.52248 2.95799 2.98714 3.26756 2.84316 2.09452 2.21619 1.26956 threshold=2.1000000000000005 475.00000000000006 1.9900000000000007 1.9250000000000003 1.5000000000000002 4.1000000000000005 3.1000000000000005 0.90000000000000013 0.33333333333333326 0.78500000000000025 3.1000000000000005 2.1000000000000005 1.7000000000000004 3.7000000000000006 0.74500000000000033 2.3000000000000003 350.00000000000006 1.9000000000000001 2.3000000000000007 1.0650000000000006 1.1000000000000003 1.5000000000000002 3.1000000000000005 1.0050000000000006 -1.1666666666666663 1.0150000000000006 1.5000000000000002 0.83333333333333337 2.3000000000000003 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 -1 8 12 13 11 -11 -3 -9 -15 16 17 -2 -18 20 -20 -21 23 27 26 -26 -25 28 -17 -24 right_child=15 7 -4 -5 5 -7 -8 9 -10 10 -12 -13 -14 14 -16 22 18 -19 19 21 -22 -23 29 24 25 -27 -28 -29 -30 -31 leaf_value=-0.00019718917590598979 0.0011630650949875994 -0.0228188499920551 -0.018929000873176179 0.017434361838243467 -0.010463253528682867 0.018199161730218214 -0.0031479119683860148 -0.0045363494755135975 0.010748610853426172 -4.8835980996987239e-05 -0.016666693901756569 0.0048056447088729018 -0.0051043249886980951 0.0057385383794637751 0.024329904183806966 -0.010286428197621192 -0.018377158474027683 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14074 internal_value=6.84122e-06 -0.000303191 -0.00108955 -0.000890552 -0.00102474 0.00870031 -0.00124523 0.000542081 -0.00749448 0.000755348 0.000489977 0.000600415 -0.0140448 0.00855489 0.011831 0.000128691 -0.00368056 -0.0112336 0.000446768 0.00422558 -0.00787735 0.0102988 0.000174561 0.00227091 0.0036221 0.00457134 -0.00793892 -0.00442044 -0.00760683 5.10616e-05 internal_weight=7461.41 2105.13 1090.57 1078.54 1070.7 23.7368 1046.96 1014.56 26.2276 988.335 955.815 949.701 19.2984 32.5206 26.0113 5356.28 63.7328 22.5204 41.2123 34.3223 11.4682 22.8541 5292.54 294.447 244.979 226.391 18.5881 49.4688 39.0613 4998.1 internal_count=27017 7254 3725 3680 3654 90 3564 3529 98 3431 3308 3284 74 123 99 19763 243 89 154 129 50 79 19520 1059 853 787 66 206 166 18461 is_linear=0 shrinkage=0.03 Tree=986 num_leaves=31 num_cat=0 split_feature=13 6 5 8 11 3 2 8 6 4 4 7 10 8 7 4 4 5 4 5 5 9 13 10 9 0 6 4 4 9 split_gain=0.334519 2.00252 4.39969 2.10065 2.02043 2.72557 3.14522 3.34907 3.23755 2.34482 4.44244 4.4121 2.13856 2.59265 3.64097 3.20816 1.89075 3.51352 3.27618 1.5628 1.91217 1.82177 1.28387 3.30697 3.74468 2.75425 5.51236 3.37376 2.30901 2.24429 threshold=2.3000000000000007 1.5000000000000002 2.3950000000000009 2.5000000000000004 -1.1666666666666663 1.9000000000000001 1.5000000000000002 3.7000000000000006 0.70000000000000007 1.445000000000001 1.6900000000000006 0.50000000000000011 -1.0000000180025095e-35 4.1000000000000005 1.5000000000000002 1.9750000000000003 1.3650000000000009 1.2850000000000008 1.3050000000000008 1.0450000000000006 1.1050000000000006 4.7000000000000002 2.7000000000000006 0.83333333333333337 6.5000000000000009 200.00000000000003 1.3 0.99000000000000055 0.89000000000000024 6.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 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 9 7 -7 -8 11 -11 -1 19 14 -14 -15 18 -18 -5 21 -21 -6 23 24 -2 26 -26 -27 -25 -30 right_child=22 2 -4 16 12 6 8 -9 -10 10 -12 -13 13 15 -16 -17 17 -19 -20 20 -22 -23 -24 28 25 27 -28 -29 29 -31 leaf_value=0.025643913751522886 -0.00055046839422900049 0.012152727275223778 0.014889790666457341 -0.0058701486252390224 -0.00063455838360315046 0.01092237084968882 -0.0088233034656710722 -0.011354473237548757 0.010715483108775714 -0.0067503419683467439 0.0072456475723875731 0.005449177462912725 -0.0027835663699826842 0.00035339403583958871 -0.018044395090277124 -0.0053643489043130686 0.0095484514021384314 -0.0053585488204168363 -0.022491052167933363 0.0081964446086762108 0.00076247025815529034 -0.01217447397420072 -0.00015994104573089095 -0.019006178536019998 -0.013212259157379766 0.019728879849033248 0.0062514941920483718 0.0043147687016690727 0.0056193029045679774 -0.0024707572308609611 leaf_weight=11.10156214237213 994.3484960841015 6.5114289522171012 11.168836012482641 67.071597263216972 42.596750389784575 7.3125959932804099 11.190728306770323 35.85285909473896 24.003845915198326 37.174779385328293 45.261063024401665 79.196580797433853 315.7715510725975 741.291534435004 14.726511925458906 100.26342531479895 18.323890656232834 63.692068487405777 12.693294793367384 32.346585366874933 835.18765938840806 17.317485891282558 3816.662718674168 3.8488352298736563 23.258643493056297 13.888279840350149 29.970197230577469 160.09800588712096 207.03284943476319 36.26795556396246 leaf_count=32 3483 18 43 197 213 22 43 106 76 128 200 242 997 2566 59 582 65 195 37 130 2879 81 13046 12 72 42 85 499 751 116 internal_value=-5.68723e-06 -0.000289367 -0.00334393 -0.00455402 -5.61601e-05 0.00248712 -0.00215347 -0.00758059 0.00450279 0.0045923 0.000934099 0.00793199 -0.000360329 -0.00121205 -0.00346357 -0.000327822 -0.00522644 -0.00202805 -0.0085151 0.00071602 0.00103965 -0.00397003 0.000130107 0.00088384 0.00024353 0.00371826 -0.0022533 0.00554518 0.00404864 0.00441335 internal_weight=7815.43 2530.06 179.461 168.292 2350.6 251.094 78.36 43.1655 35.1946 172.734 82.4358 90.2981 2099.5 1172.05 330.498 841.555 161.781 82.016 79.7649 927.448 867.534 59.9142 5285.38 1468.71 1221.56 227.215 53.2288 173.986 247.15 243.301 internal_count=27017 8911 555 512 8356 849 247 128 119 602 328 274 7507 4204 1056 3148 494 260 234 3303 3009 294 18106 5060 4181 698 157 541 879 867 is_linear=0 shrinkage=0.03 Tree=987 num_leaves=31 num_cat=0 split_feature=3 0 5 4 7 5 4 4 5 13 9 10 5 8 4 12 10 2 4 11 11 7 5 3 5 3 11 8 6 6 split_gain=0.355235 3.75548 2.92519 4.20856 4.41161 3.80605 2.53845 3.95977 3.17597 2.31322 3.07129 1.42307 1.26151 1.10435 0.587209 0.475592 1.83498 1.67299 2.09816 2.10409 2.95661 1.50292 2.56771 3.54923 2.49551 2.27173 5.75951 1.98247 1.34381 2.33068 threshold=0.3000000000000001 200.00000000000003 1.0250000000000006 1.1450000000000007 2.3000000000000003 0.91000000000000036 1.2450000000000008 1.4750000000000008 1.1950000000000005 2.5000000000000004 4.3000000000000016 0.50000000000000022 1.2750000000000006 5.1000000000000005 1.0850000000000006 2.5000000000000004 -2.4999999999999991 0.50000000000000011 1.2150000000000005 1.5000000000000004 0.50000000000000022 0.90000000000000013 1.2650000000000006 1.7000000000000004 0.9650000000000003 1.9000000000000001 0.83333333333333337 5.3000000000000016 3.3000000000000003 2.9000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 -5 11 12 -9 13 -11 14 -8 -1 -4 16 -2 18 19 20 -17 22 24 -24 -18 27 -27 -23 29 -19 right_child=15 2 6 4 -6 -7 7 8 -10 10 -12 -13 -14 -15 -16 17 21 28 -20 -21 -22 25 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.010507100011553246 -0.013372237129611639 0.017910292073808762 -0.0115218565637441 -0.0018697484484557038 0.014959293546354625 -0.021947429697669451 0.016219058204421946 0.014953061869791869 -0.0073192930625875898 -0.0023763553908586711 -0.025850165250867148 0.0095797239324355576 0.031600213140711257 -0.0062078759875265283 0.00016868137347329315 -0.0047092988929440353 0.0040111419178388494 0.00025894117561401226 -0.015996253398229882 -0.016871501906132888 0.019325873537035434 -0.0010966738113346102 0.0029495194847603732 -0.007463305958919776 -0.0027182635995827067 0.017753241696136776 -0.009270084746545228 0.00050781370045423267 0.010861048053743055 -0.0078857710837545586 leaf_weight=6.9183880090713483 9.5898472964763624 8.4721034616231901 7.1640120744705227 21.787680089473724 7.989884413778781 13.930562242865561 12.971384704113008 11.51388178765774 11.534857541322706 10.221969783306124 9.8507114648818952 9.3824847340583784 7.6171987354755393 7.3229091465473175 8.4021829515695554 13.761109214276081 63.193245381116867 4702.1843261532485 12.736249044537542 5.9777164459228507 6.9237524382770053 2214.5179332643747 457.33608843386173 31.488912977278233 230.50366741418839 18.99453113228083 11.333578392863272 1008.7852223068476 10.673326037824152 31.834892019629478 leaf_count=20 27 25 20 69 28 39 36 38 38 29 28 26 21 20 24 63 178 14632 62 28 28 6281 1398 124 662 62 37 2822 33 119 internal_value=-4.49932e-07 0.00142293 0.00391143 -0.00144148 -0.0051925 -0.0097003 0.00798393 0.0123479 0.00380675 -0.00733523 -0.0138962 0.000350968 0.0219097 0.00191222 -0.00521164 -2.5449e-05 -0.00026487 0.000177022 -0.00597944 -0.00119458 0.00333589 -0.000233727 0.000946705 0.00227875 -0.00127033 -0.00051763 0.00765466 -0.000594523 0.000228143 0.00020417 internal_weight=8984.91 155.08 120.766 52.1802 43.7081 35.7182 68.586 43.6373 23.0487 34.314 20.0727 24.9487 20.5886 14.2413 15.5662 8829.83 4045.74 4784.09 39.3988 26.6626 20.6849 4036.15 782.522 488.825 293.697 3253.63 30.3281 3223.3 4744.69 4734.02 internal_count=27017 461 364 161 136 108 203 133 76 97 57 70 57 40 44 26556 11591 14965 181 119 91 11564 2362 1522 840 9202 99 9103 14784 14751 is_linear=0 shrinkage=0.03 Tree=988 num_leaves=31 num_cat=0 split_feature=8 5 3 6 6 12 12 11 4 8 5 8 10 13 7 9 5 12 5 12 8 5 13 9 5 5 11 5 2 10 split_gain=0.313769 1.61178 2.03982 3.704 2.45062 2.3783 2.37311 1.57955 0.566533 0.535959 4.62105 2.33933 3.87361 3.76844 3.19533 3.07606 2.93403 2.61439 1.42113 1.65136 1.36005 4.90177 4.28635 2.61854 5.30751 2.50873 2.13862 1.69547 1.18026 0.792073 threshold=8.7000000000000011 2.4450000000000007 1.7000000000000004 1.1000000000000003 0.50000000000000011 3.7000000000000006 4.5000000000000009 0.33333333333333326 1.9050000000000002 7.5000000000000009 2.0950000000000011 7.7000000000000002 -0.33333333333333331 3.1000000000000005 0.70000000000000007 4.7000000000000002 1.0750000000000008 2.9000000000000008 2.4050000000000007 4.3000000000000016 6.9000000000000012 2.0450000000000008 2.3000000000000007 4.3000000000000016 1.5550000000000008 2.3450000000000011 1.0000000180025095e-35 1.9400000000000006 1.3 2.8333333333333344 decision_type=2 2 2 2 2 2 2 2 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 4 -2 -6 -4 8 -5 20 11 12 13 -11 15 -13 -16 -14 19 28 29 23 25 24 -22 -23 -24 -25 -12 -1 right_child=1 -3 6 7 5 -7 -8 -9 -10 10 18 14 17 -15 16 -17 -18 -19 -20 -21 21 22 26 27 -26 -27 -28 -29 -30 -31 leaf_value=4.7626827356447663e-05 0.011820729434814494 0.01597648703825363 -0.020972687357668586 0.02534955595163248 -0.021044474440706448 0.006022511805741035 0.002005079678230839 0.00069975560455252245 0.010604413655871454 -0.0099082701779962985 -0.0029939982797451479 -0.0042845185427555152 0.0064696309095698531 0.019792475016559632 0.011811379134124698 0.02113535421888834 -0.0023699694128715807 0.02241397352721872 -0.024515546894096543 0.003155067060278171 -0.002465330859179128 0.025751882753208454 0.0095660256958854141 -0.0048801346102449678 0.018392706978821366 0.0036463075720207972 -0.014595031334998902 -0.016504919553616524 -0.021556248138654168 0.0077730953743699377 leaf_weight=6879.5044892653823 4.1577587276697185 4.0900271609425536 10.514255285263063 5.1924890279769915 11.452301539480684 3.9222998619079581 6.5748205035924903 8.1926451921462995 4.2766636982560158 15.246943041682245 5.2790630906820351 6.5131200104951885 19.997981786727905 5.1411947011947623 14.843518219888209 12.520640812814234 113.75688058882952 17.229846253991127 5.1366129517555228 8.6654836982488614 70.516946129500866 12.519233465194704 5.735418498516081 150.45054666697979 13.004417695105074 7.3234336227178565 7.7559298425912857 12.208013929426668 7.4105693697929382 11.964999701827763 leaf_count=24425 27 18 59 20 71 22 32 39 23 72 21 28 77 21 80 48 527 77 26 35 310 45 22 653 49 29 31 50 31 49 internal_value=6.44657e-06 -0.00218441 -0.00355276 0.000389142 -0.00861329 -0.0141393 -0.0121323 0.010345 0.01869 2.37223e-05 0.00144369 0.00296565 0.00809246 -0.00241875 0.000964849 0.012437 -0.000733107 0.013849 -0.010348 -0.00694023 -2.21663e-05 -0.00207363 0.00872275 -0.00353551 0.000782301 0.0175933 -0.00432372 -0.00575261 -0.0138341 6.10398e-05 internal_weight=7461.1 58.3733 54.2832 37.1942 19.5324 15.3746 17.0891 17.6618 9.46915 7402.73 231.742 205.25 57.616 20.3881 147.634 19.0338 128.6 37.2278 26.4917 21.3551 7170.98 279.514 33.334 246.18 83.5214 19.8427 13.4913 162.659 12.6896 6891.47 internal_count=27017 311 293 202 120 93 91 82 43 26706 1043 930 247 93 683 76 607 154 113 87 25663 1189 127 1062 359 74 53 703 52 24474 is_linear=0 shrinkage=0.03 Tree=989 num_leaves=20 num_cat=0 split_feature=4 0 8 11 4 11 4 8 8 8 4 12 2 5 4 8 8 8 9 split_gain=0.332257 1.00856 1.02432 1.31479 1.09618 0.954495 0.562284 0.884391 1.28182 1.39375 1.28717 0.610021 0.450197 1.66169 0.653886 0.436307 2.20966 1.29563 0.254474 threshold=2.7150000000000003 875.00000000000011 8.5000000000000018 -0.66666666666666619 2.8950000000000009 0.83333333333333337 2.5850000000000013 8.9000000000000021 5.7000000000000002 6.9000000000000012 2.6350000000000011 6.5000000000000009 3.5000000000000004 1.2050000000000007 2.2850000000000006 9.3000000000000025 9.9000000000000021 9.1000000000000014 5.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 -2 5 -5 11 8 -8 -10 -11 12 15 -14 -15 17 -17 -1 -4 right_child=1 -3 18 4 -6 -7 7 -9 9 10 -12 -13 13 14 -16 16 -18 -19 -20 leaf_value=-7.3148707567931501e-06 -0.014201427249126502 -0.021973715419944233 -0.0070715820076143457 0.0079839552001042466 0.01852307337924158 -0.014854959990872808 0.019652527215175047 0.019886368967711499 -0.014711598561332258 0.017807729289277818 -0.0055631216257736238 0.0097783263645878776 0.014831396720907193 -0.022496274539940696 -0.0040606392592921568 -0.014896038927485072 0.0040338502885390237 0.012542626044046264 -0.022698059623202448 leaf_weight=7729.096803676337 3.4329780247062489 2.42251023184508 1.7615196350961917 4.4775545746088028 4.496415663510561 2.6050626710057259 3.1145813614130082 3.0660922750830641 4.77021650224924 4.0432397201657277 4.4610498063266277 5.7281152307987204 2.421258367598055 3.7644684538245201 3.2063145115971565 9.794179957360031 12.80616447329521 7.4106549322605124 2.0060071870684624 leaf_count=26452 33 35 24 37 28 17 15 18 35 25 30 23 21 32 33 52 55 34 18 internal_value=-5.63744e-06 -0.00375605 -0.00140602 0.00210396 0.00693822 -0.000416443 4.56525e-06 0.00509833 0.00233176 -0.00173219 0.00554821 -8.18201e-06 -1.53981e-05 -0.00657957 -0.0140165 -7.45248e-06 -0.00416969 4.70648e-06 -0.0153918 internal_weight=7814.89 21.202 18.7795 15.012 11.579 7.08262 7793.68 19.4552 16.3891 13.2745 8.50429 7774.23 7768.5 9.39204 6.97078 7759.11 22.6003 7736.51 3.76753 internal_count=27017 192 157 115 82 54 26825 123 105 90 55 26702 26679 86 65 26593 107 26486 42 is_linear=0 shrinkage=0.03 Tree=990 num_leaves=30 num_cat=0 split_feature=13 9 0 3 10 8 5 4 9 5 7 7 10 5 9 6 9 5 11 11 7 8 4 5 4 2 8 12 0 split_gain=0.364135 1.78876 2.56273 1.51846 2.35651 2.11653 1.91064 2.40353 2.80828 2.08006 2.24024 1.5208 1.4616 1.39697 1.28776 0.952008 2.01537 2.06193 1.89762 2.66828 1.16419 0.7823 1.02655 2.94329 2.74222 2.48319 2.42662 1.91168 1.35958 threshold=1.7000000000000004 2.7000000000000006 475.00000000000006 1.1000000000000003 1.5000000000000004 5.5000000000000009 2.1050000000000009 2.1050000000000009 7.7000000000000002 1.0950000000000004 0.90000000000000013 1.3 -0.49999999999999994 0.81000000000000016 6.3000000000000016 0.70000000000000007 2.1000000000000005 0.82000000000000028 -1.8333333333333328 -1.1666666666666663 1.9000000000000001 10.100000000000001 2.305000000000001 1.1950000000000005 2.2850000000000006 2.9000000000000004 6.3000000000000016 3.1000000000000005 875.00000000000011 decision_type=2 2 2 2 2 2 2 2 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 11 -6 9 8 -8 12 -11 13 -5 -3 -9 16 -2 20 -19 -20 -18 22 24 25 28 -24 -26 -25 -17 right_child=15 3 -4 6 5 -7 7 14 -10 10 -12 -13 -14 -15 -16 21 17 18 19 -21 -22 -23 23 27 26 -27 -28 -29 -30 leaf_value=-0.0043284122073457979 -0.014542943385211683 -0.011461461244007265 0.017667131465075175 0.019007633592356406 0.0013946424496259142 0.0234809296905952 0.0027328379145898874 0.00055227170368620025 -0.010503488956443522 -0.001507123898751909 -0.0060630360313488991 -0.013037132331555217 0.0018600410362393626 0.0012231561764782797 0.01560648587370439 -9.3381265211503996e-05 0.0047819904673181901 0.014245114841795166 -0.0067707709324926722 0.0014966147301912528 0.022953060790677951 -0.0084015546835147642 -0.0010947554476836313 -0.0042720953571502591 -0.00025424032174158496 -0.022825247715414412 -0.025471385073810603 0.0058770460093041221 0.0030691962936221112 leaf_weight=8.2216250598430651 7.1946542933583251 8.0663244575262052 11.346849918365477 6.3468398898839977 7.8125329017639142 7.8074738681316376 64.601065929979086 7.5954956263303783 18.573766946792603 406.73086745291948 127.61493693292141 7.323675148189067 15.158048450946806 249.82257231324911 15.653143420815466 7145.1844918783754 6.711880221962927 9.8046343326568586 37.720021232962608 512.65348628163338 6.0188499093055725 10.022111445665358 16.249443091452125 19.850635059177876 6.5675495415925962 6.6776575967669478 7.1990791261196136 105.34651732444763 124.47007044404745 leaf_count=24 25 26 37 20 23 29 258 23 79 1288 380 24 46 741 49 21135 23 30 113 1568 25 32 68 66 21 30 22 386 426 internal_value=-4.90593e-07 -0.000551808 0.00842578 -0.000738084 0.00111049 0.0124342 -0.00152196 0.00216062 -0.000222965 -0.00222703 -0.00259519 0.00044357 0.00692089 0.000826403 0.0106882 6.56726e-05 0.00123622 0.00143438 0.00116306 0.000930007 0.0133729 -2.55767e-05 -1.42809e-05 0.00245817 -6.45636e-05 -0.00742389 -0.0134412 0.00426785 -3.9232e-05 internal_weight=8984.35 962.675 19.5685 943.107 280.833 15.62 662.274 106.423 83.1748 555.851 534.346 265.213 21.5049 257.889 23.2486 8021.67 580.104 572.909 560.178 550.374 12.7307 7441.57 7431.55 148.124 7283.42 22.9271 13.7666 125.197 7269.65 internal_count=27017 3047 61 2986 843 52 2143 409 337 1734 1668 791 66 767 72 23970 1784 1759 1711 1681 48 22186 22154 550 21604 98 43 452 21561 is_linear=0 shrinkage=0.03 Tree=991 num_leaves=31 num_cat=0 split_feature=9 8 5 3 4 8 5 9 9 4 2 4 3 11 5 5 5 12 0 6 8 4 7 12 11 5 11 5 4 7 split_gain=0.313165 2.00244 4.58758 5.70538 5.27823 4.33749 4.32824 3.51865 2.91126 3.52994 2.82343 2.82237 2.64125 2.25174 5.34928 4.99029 4.36455 5.87436 5.36406 4.02431 2.18703 2.05755 2.01249 3.24303 1.92134 1.51613 2.74759 2.02434 1.80869 2.12635 threshold=6.9000000000000012 3.5000000000000004 1.9000000000000004 2.3000000000000003 1.2550000000000006 4.3000000000000016 2.0050000000000012 7.7000000000000002 7.3000000000000016 1.6100000000000005 1.7000000000000004 1.2150000000000005 0.90000000000000013 -0.66666666666666619 1.5650000000000006 1.4850000000000008 1.7800000000000005 1.5000000000000002 525.00000000000011 0.3000000000000001 3.1000000000000005 0.94500000000000017 0.90000000000000013 2.7000000000000006 0.83333333333333337 2.495000000000001 -0.33333333333333309 2.475000000000001 1.7650000000000006 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 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 10 7 -5 6 8 11 9 -3 12 -4 -2 16 15 -15 17 -7 -18 -16 -9 -10 -8 -24 -14 27 -27 -1 29 -28 right_child=1 5 3 4 -6 13 22 20 21 -11 -12 -13 24 14 19 -17 18 -19 -20 -21 -22 -23 23 -25 -26 26 28 -29 -30 -31 leaf_value=-4.0202018562724768e-05 0.0066756315500537773 -0.011570062673474588 0.045469992765330133 -0.013572685308311603 0.015265545946041854 0.026226139193769798 -0.021220694154640014 0.00016445135502244086 0.019904287388117021 0.012064613289314036 0.016539670911935936 0.018458604733001475 -0.011699914893412173 0.0021968650220566817 0.022792188414500137 0.018796337296147915 0.013644006776034652 -0.0046173553065955416 -0.0016858011321311871 -0.0025393245490209094 0.023499680831258828 0.0010361050423927023 -0.026184874687073582 -0.0018879749377179104 0.0072221616485948978 -0.016316413288458183 0.0052352465370206274 0.016473620833527873 0.011842074921319119 -0.013945968541091059 leaf_weight=6634.3037955760956 14.497857689857481 33.57283727824688 6.2039032280445117 12.514281533658506 10.508711256086825 6.1375003457069388 15.600746661424635 9.0577250942587835 5.7221622020006171 6.847322851419448 6.7944025695323935 7.9335923492908478 29.097036272287369 60.97826261818409 5.7620674595236769 22.246171452105045 60.752304062247276 58.803653568029404 31.03831834718585 276.22814464569092 6.0152289718389502 57.172399014234543 6.4990920647978809 20.664708688855171 5.7907223254442206 14.480702348053454 9.7995684444904381 6.6875626742839804 7.9836935549974433 11.085471943020819 leaf_count=23841 48 114 23 56 42 21 69 38 20 24 23 29 103 224 22 80 235 222 128 1071 23 200 25 80 19 77 49 25 32 54 internal_value=6.16708e-06 0.000576451 0.00435829 0.0107584 -0.000409642 -3.73004e-05 -0.00460673 0.0195608 -0.0012844 -0.00756626 -0.00159223 0.0303119 -0.0040868 0.00124157 -4.9273e-05 0.00663396 0.00424946 -0.00170238 0.00846035 -0.00202171 0.00947694 0.00275274 -0.0126332 -0.00770114 -0.0085592 -6.0076e-05 -0.0056523 -2.35724e-05 -0.00030313 -0.00494586 internal_weight=7460.78 776.439 108.413 52.2334 23.023 668.026 146.079 29.2104 103.315 40.4202 56.18 14.1375 49.3856 521.946 365.215 83.2244 156.732 64.9412 91.7906 281.99 15.073 62.8946 42.7645 27.1638 34.8878 6684.34 43.3494 6640.99 28.8687 20.885 internal_count=27017 2939 404 211 98 2535 532 113 358 138 193 52 170 2003 1397 304 606 243 363 1093 61 220 174 105 122 24078 212 23866 135 103 is_linear=0 shrinkage=0.03 Tree=992 num_leaves=31 num_cat=0 split_feature=10 8 11 11 6 6 5 8 11 11 3 3 6 8 11 3 13 6 2 7 13 2 13 4 12 13 4 10 7 8 split_gain=0.335724 2.51639 3.83974 2.93198 4.4741 2.75682 2.18021 2.5996 1.72866 0.985692 0.828828 0.434703 2.67994 3.7411 3.06439 2.72012 2.69406 2.53083 2.46829 2.3979 2.23008 2.40113 2.06507 1.80176 1.71151 1.9136 3.68934 1.74089 4.2461 3.51432 threshold=-2.1666666666666656 6.1000000000000005 1.1666666666666672 0.33333333333333326 1.1000000000000003 0.70000000000000007 1.4250000000000007 4.7000000000000002 -0.66666666666666619 -0.33333333333333309 1.5000000000000002 0.90000000000000013 1.3 2.5000000000000004 0.50000000000000022 0.70000000000000007 1.9000000000000001 1.1000000000000003 1.9000000000000001 3.1000000000000005 3.7000000000000006 1.1000000000000003 3.7000000000000006 1.0150000000000006 1.3000000000000003 3.1000000000000005 1.0350000000000008 0.50000000000000022 2.7000000000000006 3.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 -3 8 -8 -1 -7 -11 12 13 15 19 -2 18 -18 -15 22 21 -16 -14 -22 25 26 -13 -26 29 -29 right_child=11 5 -4 4 -6 9 7 -9 -10 10 -12 24 14 16 20 -17 17 -19 -20 -21 23 -23 -24 -25 27 -27 -28 28 -30 -31 leaf_value=-0.02104463937339544 -0.0033394041892202231 0.0083322065342510583 -0.019949285781566718 -0.0053832076417712838 0.029578300091584579 -0.023985292623591805 -0.0026666859801430789 0.018098122435437097 -0.00056105675336082792 -0.018912687308880793 -0.0029583688455015406 -0.017662203473211773 -0.0014625129433688787 -0.00036260459123846448 0.0012940070400993399 -0.02741710995172689 0.00074492317217337081 0.0050272146302552702 -0.01012183056242945 -0.017316006588540944 0.002108639285560601 -0.0072938723241991301 0.0019904047964003461 -0.013787926513722246 0.0004801494365479236 -0.01901547003649532 0.012321287018019839 0.0019660985102349705 0.011994435866111581 -0.0015346241579809988 leaf_weight=6.160548970103263 10.959052547812464 5.7616084925830391 6.6495153754949561 5.371919021010398 8.5180497616529447 7.3234530147165122 13.104643486440184 9.2607036232948285 9.3141590766608697 5.2423168718814797 6.6455463916063309 6.7940518260002163 576.07325031980872 164.65548567846417 57.77219745516777 6.8699620813131324 319.07330190110952 203.3817021343857 27.173554606735706 7.732416331768035 7.7955372333526602 59.456940621137619 213.71626093238592 36.287708505988121 4361.5405623242259 8.7896358072757703 8.0928793847560865 321.40062600374222 23.515483140945435 1310.1778253968805 leaf_count=28 38 30 27 25 29 41 44 31 45 32 29 21 1982 639 184 24 1438 763 194 37 26 226 762 147 14412 29 24 979 89 4642 internal_value=-5.32381e-06 -0.00189908 0.00151014 0.00426859 0.016057 -0.00986887 -5.85867e-05 0.00593129 -0.00871566 -0.0153275 -0.00999391 1.50932e-05 -0.000410071 0.000956719 -0.00145368 -0.0126171 0.00129553 0.00241194 -0.00174505 -0.000690924 -0.00522469 -0.00306164 -0.000528157 -0.0109768 0.000134115 -0.00791594 -0.00136249 0.000165794 -0.000662603 -0.000845025 internal_weight=7814.61 83.3525 58.3795 51.73 13.89 24.9729 37.8401 22.3653 15.4747 19.2113 11.8879 7731.26 1690.95 732.113 958.834 17.829 714.284 522.455 191.829 797.522 161.312 117.229 789.79 44.0832 6040.31 23.6766 14.8869 6016.63 1655.09 1631.58 internal_count=27017 361 229 202 54 132 148 75 73 102 61 26656 6460 3096 3364 62 3034 2201 833 2781 583 410 2744 173 20196 74 45 20122 5710 5621 is_linear=0 shrinkage=0.03 Tree=993 num_leaves=31 num_cat=0 split_feature=4 4 5 5 10 11 5 13 4 7 11 2 0 0 4 5 6 4 8 13 8 3 9 11 4 11 11 5 5 10 split_gain=0.366293 2.05672 3.23484 4.96318 4.28176 3.68203 3.01377 2.62744 2.00765 3.98525 4.52288 5.2985 3.92943 3.35755 4.32628 7.64463 3.60423 3.45104 3.26286 2.61794 2.55766 2.55141 2.02041 1.56567 3.12499 2.93839 3.68262 4.26612 3.32278 4.28382 threshold=1.7100000000000002 1.7550000000000003 1.8450000000000004 1.7500000000000007 -0.33333333333333331 0.33333333333333326 1.7150000000000005 4.1000000000000005 1.6600000000000006 1.7000000000000004 0.33333333333333326 1.5000000000000002 475.00000000000006 475.00000000000006 1.6850000000000005 1.4650000000000007 1.1000000000000003 1.6900000000000006 4.9000000000000012 3.3000000000000007 4.7000000000000002 0.90000000000000013 4.7000000000000002 1.1666666666666672 1.7850000000000004 0.83333333333333337 0.50000000000000022 1.4450000000000007 1.4850000000000008 -0.49999999999999994 decision_type=2 2 2 2 2 2 2 2 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 6 -4 -5 7 -2 -1 10 11 12 -10 14 15 -11 -16 18 -15 20 -12 -13 -19 25 -25 26 -3 -28 29 -27 right_child=1 23 4 5 -6 -7 -8 -9 9 13 19 21 -14 17 16 -17 -18 22 -20 -21 -22 -23 -24 24 -26 28 27 -29 -30 -31 leaf_value=-8.360096268185824e-06 -0.0031875950794557429 -0.00054344261172705095 0.0034313024332779381 0.0023234831197189629 -0.018916572580365078 0.029606383577612763 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is_linear=0 shrinkage=0.03 Tree=994 num_leaves=23 num_cat=0 split_feature=5 5 12 8 11 12 4 12 9 11 11 6 5 0 11 11 3 6 12 13 12 11 split_gain=0.314803 3.23496 4.04765 1.72473 1.95919 2.13418 1.8524 3.20795 2.39825 1.94051 3.80914 1.34115 1.2188 0.980702 0.602696 0.641126 2.11471 3.1078 0.468093 2.52428 0.899764 0.00149649 threshold=2.6050000000000009 2.5350000000000006 3.3000000000000007 7.3000000000000016 -0.33333333333333309 5.3000000000000016 1.5750000000000008 4.5000000000000009 7.3000000000000016 0.33333333333333326 0.83333333333333337 1.1000000000000003 2.9150000000000005 350.00000000000006 3.1666666666666674 2.5000000000000004 1.9000000000000001 1.3 6.1000000000000005 2.5000000000000004 5.700000000000002 -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 left_child=1 14 -3 4 5 11 9 -8 -9 -6 -11 -2 -13 -4 15 18 -17 -18 20 -20 -1 -15 right_child=3 2 13 -5 6 -7 7 8 -10 10 -12 12 -14 21 -16 16 17 -19 19 -21 -22 -23 leaf_value=1.3844748299657869e-05 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18 57 36 internal_value=6.56945e-06 -1.30243e-05 -0.0115651 0.0019448 0.00323116 -0.00377661 0.00686944 0.0132947 0.00522655 0.00116971 -0.00446009 -0.00838111 -0.0144346 -0.0185333 2.10998e-05 2.96089e-05 0.00385324 -0.000269425 9.09606e-06 0.00722857 1.12146e-06 -0.0236225 internal_weight=7460.35 7385.69 21.7526 74.6624 69.1581 23.6347 45.5233 21.3997 14.435 24.1236 16.7782 18.7446 11.9463 16.8633 7363.94 7356.71 39.2564 29.0666 7317.45 8.07391 7309.38 11.2809 internal_count=27017 26681 115 336 308 113 195 80 54 115 82 91 63 91 26566 26530 132 101 26398 42 26356 64 is_linear=0 shrinkage=0.03 Tree=995 num_leaves=31 num_cat=0 split_feature=0 0 4 4 4 4 7 6 7 11 3 13 2 8 4 6 5 7 5 9 5 5 7 5 5 6 5 12 11 4 split_gain=0.336463 1.63081 2.84258 2.58176 5.96153 3.56856 2.67183 2.00981 1.89381 1.86452 2.33672 2.3943 2.28945 1.56081 1.52214 2.22506 3.40545 3.0415 1.82083 5.0086 3.34993 1.50555 2.50999 5.21055 2.75121 1.93215 3.0159 2.56335 1.73034 2.93436 threshold=575.00000000000011 525.00000000000011 0.73500000000000032 0.82000000000000028 0.80000000000000038 0.93000000000000027 1.5000000000000002 1.3 1.7000000000000004 1.0000000000000002 0.90000000000000013 4.9000000000000012 2.7000000000000006 2.1000000000000005 1.2250000000000005 1.3 2.1050000000000009 0.50000000000000011 1.6400000000000006 7.9000000000000012 1.8100000000000005 1.2250000000000008 1.3 1.1050000000000006 1.0750000000000008 1.7000000000000004 1.1850000000000007 2.7000000000000006 -0.66666666666666663 2.2150000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 7 8 -7 -4 -5 14 -11 12 -12 -2 15 17 -17 -1 19 -16 -20 22 23 24 -15 26 -24 -27 29 -23 right_child=13 2 3 5 -6 6 -8 -9 -10 10 11 -13 -14 21 18 16 -18 -19 20 -21 -22 28 25 -25 -26 27 -28 -29 -30 -31 leaf_value=0.0070217577557753694 -0.013473727291300992 -0.016808084914775069 0.010078030139368015 -0.011824611186864495 0.032958469033424295 0.0002425771997492974 -0.0032904372021606266 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10.035924971103666 45.458220221102238 17.799576684832573 6.7291973680257788 729.60800902172923 16.894750760868192 leaf_count=133 24 32 24 124 20 2022 1019 25 41 91 1831 25 72 221 7919 2742 167 1755 1510 83 2225 922 508 220 49 168 91 32 2783 139 internal_value=-5.68353e-06 -9.23766e-05 -0.00121144 -0.00104642 0.00892512 -0.00128333 -0.000838609 -0.000855133 -0.00880002 0.000108029 -0.00144855 -0.00108477 -0.00131727 0.000441344 0.000302253 0.00107217 0.00195435 -0.000370066 -5.83116e-05 0.000466927 -0.000986644 0.000520882 -0.00153656 -0.00531467 0.00102807 0.000805149 -0.00153149 0.00552631 0.00104274 -0.000975672 internal_weight=7813.79 6544.59 994.015 983.608 22.8263 960.782 907.113 16.224 53.6685 5550.57 615.748 592.78 584.094 1269.21 4934.82 1573.95 976.594 597.36 3360.87 2146.44 1214.43 1261.99 255.333 97.7018 53.1517 157.632 105.444 52.1874 1006.66 277.051 internal_count=27017 21860 3307 3275 69 3206 3041 49 165 18553 2019 1928 1903 5157 16534 4797 2909 1888 11737 8002 3735 5133 1289 490 270 799 599 200 3844 1061 is_linear=0 shrinkage=0.03 Tree=996 num_leaves=31 num_cat=0 split_feature=10 11 4 12 10 9 4 4 3 13 7 5 5 2 2 5 8 5 11 11 2 8 4 7 5 2 5 11 5 5 split_gain=0.357388 2.43857 3.28651 4.2643 3.30485 3.0403 2.97744 3.2279 5.70342 2.90413 2.77477 2.7616 3.74632 2.29306 2.21763 3.26066 2.15041 1.3867 1.23337 0.650514 2.5676 2.80007 2.65425 1.99488 1.06048 1.68148 0.89286 0.797734 3.49866 3.86603 threshold=1.5000000000000004 0.33333333333333326 1.8900000000000006 2.9000000000000008 2.5000000000000004 4.3000000000000016 1.7150000000000005 1.6100000000000005 1.5000000000000002 3.7000000000000006 1.9000000000000001 1.0650000000000006 1.1250000000000007 2.5000000000000004 1.7000000000000004 1.1350000000000005 5.9000000000000012 0.99000000000000021 0.83333333333333337 -2.4999999999999991 1.5000000000000002 5.1000000000000005 1.1750000000000005 1.1000000000000003 2.9150000000000005 1.7000000000000004 3.2000000000000006 -1.8333333333333328 1.7400000000000007 1.9400000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 2 6 -4 5 -5 7 10 -9 11 -2 17 -13 -14 -8 -16 -6 -3 -11 20 21 22 -1 -22 27 26 -26 28 -21 -30 right_child=1 9 3 4 16 -7 14 8 -10 18 -12 12 13 -15 15 -17 -18 -19 -20 24 23 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.014236608970318296 -0.0070532238325139805 -0.0026137620134352004 0.02027469336664673 -0.018709667960728347 0.025128212381158293 -3.8762681751540345e-05 -0.023356009439759434 0.01841564995010412 -0.0086158940274933919 0.018507697796651561 0.0042676901929956917 0.023446875078816556 0.0028316479840950147 -0.0072192954064674002 0.01389877255014379 -0.012330937797134662 0.00084026774660038005 -0.020749057791917349 0.003342973766045768 0.0010326173995654773 -0.014657964699752885 0.025116063671287426 0.012792662101986568 0.0064889855103203806 -0.023496364443792644 0.0060618238593074915 -0.0024564420178310826 7.6481150670625839e-05 -0.017628007400853896 -0.00060879492897463123 leaf_weight=5.2314157821238068 100.31212604418397 7.6707438826560956 10.732262596487997 9.8488180786371213 6.646293640136717 38.661380708217621 11.116385370492933 15.738180935382845 12.688371747732161 12.45018517971039 24.18270705640316 6.900146707892417 97.857702441513538 25.818890321999788 5.2096332758665111 23.533822804689407 6.4791171699762344 7.5097365081310272 7.8831693679094306 101.09997284412384 8.8620717898011225 7.7837083786725989 8.7199219018220884 7.3400608897209159 5.5811747871339303 4.544372994452714 2.6902484875172377 8351.8421278558671 23.145252153277397 24.973699346184731 leaf_count=24 310 24 35 33 23 131 32 44 39 36 68 21 301 85 17 70 24 22 23 299 32 26 34 23 40 23 17 24993 79 89 internal_value=-3.90263e-07 -0.000843044 -0.00262853 0.0028228 -0.000215996 -0.00382944 -0.0046749 -0.00277144 0.00634995 0.00200733 -0.00485417 0.000525681 0.00193366 0.0007334 -0.0119775 -0.00757691 0.0131389 -0.0115852 0.0126284 4.2102e-05 0.00396179 0.0107002 0.00265734 -0.00507775 2.46361e-05 -0.00859865 -0.0166532 3.76362e-05 -0.00213653 -0.00879505 internal_weight=8983.05 431.24 265.149 72.3679 61.6356 48.5102 192.781 152.921 28.4266 166.091 124.495 145.757 130.577 123.677 39.8598 28.7435 13.1254 15.1805 20.3334 8551.81 37.9372 21.735 13.9513 16.2021 8513.88 12.8158 8.27142 8501.06 149.219 48.119 internal_count=27017 1338 826 246 211 164 580 461 83 512 378 453 407 386 119 87 47 46 59 25679 139 84 58 55 25540 80 57 25460 467 168 is_linear=0 shrinkage=0.03 Tree=997 num_leaves=30 num_cat=0 split_feature=8 2 4 4 11 3 13 4 6 6 7 11 10 12 5 5 2 9 5 4 11 13 6 8 9 9 7 0 5 split_gain=0.311066 1.44747 1.96377 3.20675 4.47248 3.09584 5.30493 4.10844 2.61651 2.50346 1.94944 3.05247 3.49939 2.33673 2.91847 2.3287 1.86912 1.46631 1.77257 2.07682 1.33582 0.71788 0.693461 1.62985 0.922866 1.00171 3.11489 0.679893 0.618354 threshold=2.9000000000000004 0.50000000000000011 1.0150000000000006 0.92500000000000027 1.0000000180025095e-35 1.1000000000000003 2.9000000000000008 0.9650000000000003 1.1000000000000003 2.3000000000000003 0.90000000000000013 -0.33333333333333309 1.0000000180025095e-35 1.7000000000000004 1.1850000000000007 1.2050000000000007 1.5000000000000002 5.1000000000000005 1.4950000000000008 0.83000000000000029 -1.0000000180025095e-35 5.9000000000000012 1.0000000180025095e-35 5.7000000000000002 1.5000000000000002 1.9000000000000001 1.5000000000000002 200.00000000000003 1.6100000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 17 3 4 8 7 -7 -5 -3 -6 11 16 -13 15 -15 -12 -4 18 19 -1 -19 22 23 28 -24 26 -26 -27 -2 right_child=21 2 10 5 9 6 -8 -9 -10 -11 13 12 -14 14 -16 -17 -18 20 -20 -21 -22 -23 24 -25 25 27 -28 -29 -30 leaf_value=0.0041034465197601353 -0.023937648668433363 -0.020537278075529877 -0.0048863860711239751 0.010399907734263927 0.010889803381264836 0.0030596504211277986 0.027592335940247893 -0.017153141054142507 -0.0033083775165854822 -0.0086382527438606561 0.017079135910287355 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38 55 40 100 59 47 27 150 26 43 78 60 130 561 39 34 23 21 28 35 36 23 29 39 5153 36 20038 18 internal_value=6.2611e-06 -0.000757371 -0.000261161 0.00261657 -0.000852582 0.00851625 0.0143364 -0.000652186 -0.00659195 0.00704562 -0.00173882 -0.00651386 -0.0118372 -0.000400858 -0.00152134 0.00834878 0.00207204 -0.00657771 -0.00151004 -0.00702639 -0.0139268 5.54046e-05 4.44176e-05 -0.00712787 5.68489e-05 6.59645e-05 0.00625182 4.50932e-05 -0.0159405 internal_weight=7460.09 451.066 415.631 141.012 88.797 52.2147 31.9395 20.2752 51.4268 37.3702 274.62 60.1064 37.1023 214.513 190.161 24.3522 23.004 35.4345 20.9726 14.9799 14.4619 7009.03 6999.86 12.1115 6987.75 6982.87 23.4813 6959.39 7.37951 internal_count=27017 1621 1487 487 314 173 106 67 188 126 1000 227 138 773 691 82 89 134 76 55 58 25396 25360 71 25289 25266 75 25191 42 is_linear=0 shrinkage=0.03 Tree=998 num_leaves=31 num_cat=0 split_feature=4 8 13 10 11 0 9 5 10 5 7 8 5 11 9 0 13 8 10 4 12 5 0 2 11 8 5 7 5 4 split_gain=0.342627 2.27822 2.12181 2.59499 2.98754 1.88229 3.18536 2.50715 1.83216 1.82725 1.78724 2.10438 2.49321 1.74076 4.23764 1.95798 1.70263 4.16486 4.02499 3.57765 4.37842 3.66259 2.76551 2.20328 2.39866 1.8545 3.20411 3.08311 1.78098 3.56114 threshold=1.3350000000000006 7.7000000000000002 1.5000000000000002 -1.0000000180025095e-35 -1.1666666666666663 475.00000000000006 5.9000000000000012 2.055000000000001 -1.1666666666666663 1.3750000000000007 0.3000000000000001 3.3000000000000003 1.7950000000000002 1.5000000000000004 3.3000000000000003 525.00000000000011 3.9000000000000008 3.5000000000000004 -0.49999999999999994 1.3450000000000006 1.7000000000000004 1.0250000000000006 525.00000000000011 0.3000000000000001 1.0000000180025095e-35 2.5000000000000004 1.8100000000000005 0.90000000000000013 0.82000000000000028 1.6750000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 -5 -7 -6 -3 11 -4 -13 15 -15 -12 23 18 -18 -19 21 -21 -22 24 -2 26 27 -25 29 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58.839853048324585 10.155389487743376 2176.7644476220012 13.520822614431383 10.866235643625258 12.469538018107412 168.34638853371143 913.54452338069677 11.348590508103369 9.3830125927925092 24.961750224232674 7.7788759842515018 212.99326851963997 16.299438402056694 63.125972241163254 7.3369547426700654 9.0984390377998334 30.306647922843695 7.3794752657413474 17.023937702178955 3873.6579090449959 16.318383699283004 leaf_count=20 27 22 29 111 51 103 49 22 178 31 6707 40 35 44 504 2898 38 31 83 32 780 57 253 21 28 147 21 55 14487 113 internal_value=-5.5293e-06 -0.000226215 -0.000173752 0.00303477 -0.000872067 0.00642915 0.00270412 0.011255 -0.00262569 -0.0114007 -0.000344724 -0.00720087 -0.0118636 -0.000273738 0.00258731 -0.00044114 0.000173305 0.002192 -0.00742022 0.00331941 0.00274924 0.0150183 0.00167935 -2.57427e-06 0.0104585 -5.03202e-05 0.00717201 0.0124181 -0.000108795 -0.00593712 internal_weight=7813.4 3497.45 3481.11 176.114 81.8764 94.2374 53.1848 41.0525 74.8658 16.3436 3304.99 33.8682 24.3871 3271.12 180.816 3090.31 4315.95 345.891 36.3103 309.581 300.198 24.0783 276.119 3970.06 18.0375 3952.02 31.7404 24.3609 3920.28 46.625 internal_count=27017 10844 10791 534 249 285 160 125 229 53 10257 104 75 10153 548 9605 16173 1274 121 1153 1122 89 1033 14899 55 14844 97 76 14747 260 is_linear=0 shrinkage=0.03 Tree=999 num_leaves=13 num_cat=0 split_feature=13 6 3 10 2 11 4 11 13 11 12 5 split_gain=0.357139 0.440086 1.85621 0.411322 1.41604 1.43259 4.40124 1.74431 1.19834 1.0947 4.47474 1.42584 threshold=6.1000000000000005 3.5000000000000004 1.3 -0.49999999999999994 1.0000000180025095e-35 1.5000000000000004 1.3550000000000006 0.83333333333333337 5.7000000000000011 0.83333333333333337 1.3000000000000003 1.4750000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 -1 7 -7 -6 9 11 -11 -5 right_child=-2 2 -4 8 5 6 -8 -9 -10 10 -12 -13 leaf_value=-0.013125907721685806 0.0061837483830796073 -0.016295331697106001 0.0060197560746269767 -0.00035717475869165858 0.00019289244476167433 -0.0092435155068840771 0.0018072939790142869 0.0024683122231306549 -0.012485029695513229 0.016948421752262799 -0.0011377818823890896 0.00065837002556663326 leaf_weight=7.0385251045227042 8.3971071541309339 6.8919830769300443 6.5367917492985725 2938.7799568250775 2194.7687814682722 54.516096279025078 80.085980080068111 351.81208566576242 7.0585673451423636 12.444140657782553 1156.2397572956979 2157.9397393669933 leaf_count=23 25 24 23 8459 6546 181 246 1068 21 35 3543 6823 internal_value=-2.85609e-07 -6.07203e-06 -0.00543291 2.0608e-06 0.000312537 0.000347815 -0.00266847 0.000507243 -0.000131001 -0.000117083 -0.0009452 7.28046e-05 internal_weight=8982.51 8974.11 13.4288 8960.68 2688.22 2681.18 134.602 2546.58 6272.46 6265.4 1168.68 5096.72 internal_count=27017 26992 47 26945 8064 8041 427 7614 18881 18860 3578 15282 is_linear=0 shrinkage=0.03 Tree=1000 num_leaves=31 num_cat=0 split_feature=2 5 5 9 0 7 6 0 9 7 4 2 11 7 8 0 6 7 5 8 5 7 10 5 13 10 13 5 0 3 split_gain=0.310122 1.89485 2.18946 2.0291 1.70487 1.51939 2.83246 1.94893 3.51476 1.67134 1.41179 0.548968 2.39832 2.7796 3.37398 3.0559 2.70212 4.61802 2.93732 3.18661 2.68229 1.77771 2.24549 1.58468 0.543741 2.03767 2.25146 3.5367 3.40503 2.2418 threshold=0.3000000000000001 1.1150000000000009 1.9750000000000003 4.5000000000000009 475.00000000000006 1.9000000000000001 1.3 475.00000000000006 4.3000000000000016 0.70000000000000007 1.0050000000000006 0.50000000000000011 -1.0000000180025095e-35 1.9000000000000001 3.9000000000000004 350.00000000000006 1.1000000000000003 0.50000000000000011 1.0550000000000006 3.9000000000000004 0.98000000000000043 2.3000000000000003 -1.0000000180025095e-35 1.8250000000000002 3.9000000000000008 0.33333333333333326 4.1000000000000005 0.7150000000000003 575.00000000000011 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 10 -4 7 -7 8 -3 -9 -1 12 13 14 15 -2 18 -18 -14 -20 -19 22 -15 -16 -13 26 28 -28 -26 -27 right_child=11 2 4 -5 -6 6 -8 9 -10 -11 -12 24 16 21 23 -17 17 20 19 -21 -22 -23 -24 -25 25 29 27 -29 -30 -31 leaf_value=-0.012422331813895402 0.021071544113466002 0.019978165302517687 -0.024577197824752574 -0.021586000795160119 -0.00066278527730227418 -0.0041711041675877572 0.02096030934020272 0.013320069616278463 0.0015142323560317127 -0.0039870745287535298 0.0054094019207611976 0.00012223932325629595 -0.019890895608303184 0.0078137214669108321 -0.0057253793760945904 0.0017464704923072915 0.013419928500377789 0.0062667835549087012 0.016502514816630058 -0.00013932808800491586 -0.008500940199957176 0.00027373885545656283 0.030298383041107331 0.0052660445927913829 -0.0073579700434241646 -0.0046880015136684964 0.024287373174102008 -0.001023554267259171 0.0067375766885480887 0.0028807360171381226 leaf_weight=6.3619165569543901 10.465754106640814 13.393548518419264 4.2460478246211988 5.9303299188613883 7.2881277203559875 6.1663986444473293 11.68378598988056 5.7709490358829489 30.20203398168087 38.682705044746399 10.745091572403906 6322.6695833597332 5.0410606861114493 10.458025574684145 63.899910867214203 24.852080941200256 10.65961344540119 12.213560730218886 13.820845231413839 41.300059571862221 118.15550769865513 9.6492531448602659 6.4707850217819241 14.480542220175264 109.12001714110374 43.281976640224457 5.0549107044935218 290.61365640163422 17.963211186230183 189.09252776950598 leaf_count=24 32 42 20 22 34 20 36 20 100 130 37 22971 20 33 229 84 35 42 45 142 439 33 20 60 389 161 17 1042 68 670 internal_value=6.31634e-06 0.00140258 0.00294582 -0.00646418 -0.00946634 0.00429771 0.0122786 0.00267975 0.00718677 -0.00174027 -0.00122203 -2.04806e-05 -0.00119496 0.00181605 -0.000225712 0.00747308 -0.00329433 -0.00556512 0.00202874 0.0040334 -0.00711743 0.0105505 0.0164081 -0.00369475 3.6994e-05 -0.000785714 -0.00202616 -0.000590825 -0.00536556 0.00147099 internal_weight=7459.73 140.471 117.434 23.0373 11.5342 105.899 17.8502 88.0492 43.5956 44.4537 17.107 7319.26 341.467 140.276 113.698 35.3178 201.191 141.029 60.162 55.1209 130.369 26.5781 16.9288 78.3805 6977.8 655.126 422.752 295.669 127.083 232.375 internal_count=27017 485 402 83 54 348 56 292 142 150 61 26532 1214 491 405 116 723 516 207 187 481 86 53 289 25318 2347 1516 1059 457 831 is_linear=0 shrinkage=0.03 Tree=1001 num_leaves=31 num_cat=0 split_feature=0 0 4 9 11 11 5 13 11 3 13 8 8 4 2 10 9 13 10 3 6 13 5 7 4 8 11 10 2 4 split_gain=0.335469 1.53995 2.74381 2.49342 3.81805 2.23184 2.91532 2.42092 1.79842 2.25513 2.30342 2.22805 1.50827 1.47644 3.40732 2.44129 2.10051 1.54651 5.58913 5.16083 3.22383 3.34961 1.77212 1.53053 1.4705 2.22187 2.5483 2.46823 1.76898 1.91906 threshold=575.00000000000011 525.00000000000011 0.73500000000000032 2.3000000000000003 0.33333333333333326 2.1666666666666674 2.0650000000000008 2.5000000000000004 1.0000000000000002 0.90000000000000013 4.9000000000000012 6.1000000000000005 2.1000000000000005 2.2150000000000007 3.7000000000000006 1.1666666666666672 6.9000000000000012 4.1000000000000005 -1.0000000180025095e-35 1.5000000000000002 2.7000000000000006 3.5000000000000004 1.0750000000000008 0.50000000000000011 1.2250000000000005 6.9000000000000012 -0.66666666666666619 -0.83333333333333315 0.3000000000000001 1.3650000000000009 decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 -5 -7 24 -10 11 -11 -2 17 15 23 -17 20 19 -19 21 -14 -20 -15 25 27 -27 -1 -26 -30 right_child=12 2 3 5 -6 7 -8 -9 9 10 -12 -13 13 14 -16 16 -18 18 22 -21 -22 -23 -24 -25 28 26 -28 -29 29 -31 leaf_value=-0.0017654536961501266 -0.013259584719206867 -0.016549201685560459 -0.0033195518641929043 -0.0014949176178353975 0.027777761154005726 -0.027259568935877176 0.0048798627662910762 -0.0017855547702872038 -0.010678201443800578 -0.0021063980473342578 0.014246373013975513 0.002953577585069395 0.00060305909018097085 -0.023979402336344633 0.01438741068581466 0.0086041580829864777 -0.01939597076655122 -0.0010542301319186129 0.0029048076118763392 0.024858179380797873 -0.01674641331730814 0.0056480100622900275 -0.012623538520543166 -0.007162540817337016 0.0076913054062935369 -0.0044137630984823198 0.018391381073863504 0.001453569210281362 -0.0014108328227437177 0.00027957552695625278 leaf_weight=256.81516781449318 7.1910778954625121 10.345609009265898 7.4870406836271268 885.49322893470526 6.7631618678569794 6.1218636333942396 69.643050491809845 7.4358477592468262 22.833872631192207 490.66427320986986 8.7067795693874341 93.195387072861195 956.58703401312232 5.4362747929990283 8.5676613785326463 14.699003681540491 2.8844561651349059 26.233757931739092 7.9686021395027629 9.3946950882673246 9.0553584992885572 135.18581760674715 38.918243773281574 46.819409307092428 26.282134115695953 6.5394653528928783 13.541741907596586 1297.3346711546183 793.01053649187088 2541.7647966723889 leaf_count=800 24 32 32 2968 22 19 209 25 91 1569 25 334 3676 34 67 108 16 98 32 28 27 487 133 427 80 21 43 3933 2518 9139 internal_value=-5.70245e-06 -9.22671e-05 -0.00118017 -0.00101841 0.0114393 -0.00120167 -0.00103011 -0.0132881 0.000102411 -0.00142681 -0.00107032 -0.00129873 0.000440715 0.000518797 -0.00346797 -0.00565841 0.00401091 0.000782955 -0.00317832 0.00577849 0.00107988 0.00122774 -0.00998444 -0.00891204 0.000293096 0.00104976 0.0109649 0.000921642 -6.1304e-05 -0.000122404 internal_weight=7812.92 6543.98 993.29 982.944 14.2502 968.694 955.136 13.5577 5550.69 615.4 592.566 583.86 1268.94 1261.75 78.4068 69.8391 17.5835 1183.34 82.5153 35.6285 1100.83 1091.77 46.8868 52.2557 4935.29 1574.23 20.0812 1554.15 3361.06 3334.78 internal_count=27017 21860 3307 3275 54 3221 3177 44 18553 2019 1928 1903 5157 5133 652 585 124 4481 291 126 4190 4163 165 461 16534 4797 64 4733 11737 11657 is_linear=0 shrinkage=0.03 Tree=1002 num_leaves=23 num_cat=0 split_feature=9 5 5 10 2 11 3 9 3 3 4 8 4 11 0 5 0 6 7 4 10 12 split_gain=0.356721 0.39995 2.60882 2.2494 2.99073 2.06352 1.84195 1.75916 1.82737 1.97731 1.82465 4.50156 1.99183 1.76562 1.65242 1.47058 2.55907 2.26522 2.15041 1.14578 0.790293 1.15729 threshold=10.500000000000002 2.1250000000000009 2.1550000000000011 -1.0000000180025095e-35 2.1000000000000005 -0.66666666666666619 3.5000000000000004 5.3000000000000016 3.1000000000000005 1.9000000000000001 1.3550000000000006 6.5000000000000009 1.4050000000000007 -0.33333333333333309 575.00000000000011 2.0250000000000008 525.00000000000011 0.70000000000000007 0.70000000000000007 1.5850000000000006 -3.1666666666666661 5.700000000000002 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 6 3 14 5 -5 15 8 9 -4 11 -9 -12 -10 19 20 17 -17 -18 -3 -1 -22 right_child=-2 2 7 4 -6 -7 -8 10 13 -11 12 -13 -14 -15 -16 16 18 -19 -20 -21 21 -23 leaf_value=-0.009458377323227107 -0.0072155008267954434 0.00093091252238542549 -0.010483479730148416 0.022319329565602956 0.029027855301695278 0.0023998512607512675 0.015267687403069273 0.0024062629560625006 0.0032286801241833488 0.0013033387422955298 -0.0096334204888907787 0.026097394512686861 0.00021624089787087344 -0.021721376053461878 0.01279861088923542 0.00875394006661292 -0.019463475480649278 -0.0020153892823194615 -0.0050004201192715538 -0.014180775884102007 -2.0266690750280583e-07 0.0089132556267998604 leaf_weight=7.9347011893987647 6.1623976379632941 14.126523770391946 17.9345822930336 6.1548151075840023 7.2170915603637686 19.540035247802734 7.0645135864615431 111.47330589219928 3.5696018189191809 44.822109878063202 20.020866302773356 7.7180601358413687 239.76146679371595 8.9603793770074827 7.1772537082433692 20.339991703629494 11.840576887130736 129.46165950596333 42.323953747749329 6.6372222751379004 8228.9997586980462 13.130615480244158 leaf_count=24 31 52 58 20 25 66 27 530 17 160 94 28 878 54 24 62 56 463 148 22 24128 50 internal_value=-7.42311e-08 4.87934e-06 0.000816474 0.00664963 0.0119641 0.00717126 -4.45307e-05 3.50615e-05 -0.00415353 -0.00206509 0.000867163 0.00394035 -0.000542851 -0.0146135 0.000389695 -5.73262e-05 -0.00257374 -0.000553135 -0.0081621 -0.0038996 4.88716e-06 1.39974e-05 internal_weight=8982.37 8976.21 515.113 60.8529 32.9119 25.6949 8461.1 454.26 75.2867 62.7567 378.974 119.191 259.782 12.53 27.941 8454.03 203.966 149.802 54.1645 20.7637 8250.07 8242.13 internal_count=27017 26986 2028 209 111 86 24958 1819 289 218 1530 558 972 71 98 24931 729 525 204 74 24202 24178 is_linear=0 shrinkage=0.03 Tree=1003 num_leaves=21 num_cat=0 split_feature=8 8 5 7 6 10 11 8 10 10 3 6 3 3 2 5 0 5 13 5 split_gain=0.318236 0.338744 2.83698 2.41481 1.87606 2.17405 1.0009 0.67996 2.67756 4.63434 4.51102 2.4731 2.7758 1.63404 1.47362 0.524157 2.01657 0.805515 1.64943 0.768311 threshold=0.50000000000000011 1.9000000000000001 1.7250000000000003 1.9000000000000001 1.5000000000000002 0.33333333333333326 -0.33333333333333331 2.5000000000000004 -0.49999999999999994 -1.1666666666666663 0.90000000000000013 1.5000000000000002 0.70000000000000007 1.7000000000000004 1.1000000000000003 0.62500000000000033 475.00000000000006 0.67500000000000016 3.5000000000000004 0.74500000000000033 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 4 5 -2 -6 8 9 14 -11 13 -13 -10 -3 16 -9 18 -17 -19 right_child=1 7 -4 -5 6 -7 -8 15 11 10 -12 12 -14 -15 -16 17 -18 19 -20 -21 leaf_value=-0.0076419497234819682 -0.0065404307658478572 -0.021252622837153453 0.018114335651880337 0.014541682921401998 -0.021491882375018211 0.017550733836329706 -0.0060099655951539634 -0.017119092118852583 -0.012815711146551738 0.026915389460753978 0.0023363844791449173 -0.019157931736298834 0.0020408243211073782 -0.00028222086256079809 -0.0002248700810058032 -0.0025538213284655785 0.0041889327019477172 -0.0046301732245360595 0.020001980492648761 5.5558561107942498e-05 leaf_weight=4.8937139734625807 8.2301321029663104 6.3644848018884641 8.5994217172265035 7.2546368390321723 5.9342641830444345 5.7104624211788169 10.249077960848808 7.2437520958483246 35.911424040794373 10.185457125306131 19.75356425344944 6.2530260235071173 50.099393345415592 12.662979379296301 5.6730543076992035 6.2946231067180616 8.9192333593964559 31.632115721702576 5.439075693488121 7202.1098808050156 leaf_count=24 30 26 34 24 23 19 34 34 138 34 78 22 185 51 21 27 39 128 18 26028 internal_value=5.80244e-06 1.0823e-05 0.0025779 -0.000996461 -0.00473845 0.00332799 -0.011687 -5.10845e-06 -0.00202579 0.00437768 0.0106983 -0.00458753 -0.00031145 -0.00954833 -0.0113427 3.57701e-05 -0.00536067 4.78083e-05 0.00790177 3.50685e-05 internal_weight=7459.41 7454.52 45.978 37.3786 30.1239 13.9406 16.1833 7408.54 146.903 41.9766 29.939 104.927 56.3524 48.5744 12.0375 7261.64 16.163 7245.48 11.7337 7233.74 internal_count=27017 26993 164 130 106 49 57 26829 555 159 112 396 207 189 47 26274 73 26201 45 26156 is_linear=0 shrinkage=0.03 Tree=1004 num_leaves=31 num_cat=0 split_feature=4 8 8 12 6 7 8 4 4 12 4 7 11 5 4 6 0 8 9 10 10 7 13 3 8 6 3 9 5 6 split_gain=0.332092 2.21922 2.05837 3.84321 3.0827 4.28198 2.54464 2.08993 3.76097 2.03269 1.7967 1.70519 3.33294 3.18283 1.66396 4.09086 3.41525 3.276 3.16943 3.75175 3.15709 2.80732 5.69459 4.1284 2.06281 2.07122 1.8897 1.58425 3.34924 1.57476 threshold=1.3350000000000006 7.7000000000000002 6.9000000000000012 1.7000000000000004 0.90000000000000013 1.7000000000000004 6.3000000000000016 1.2350000000000005 1.1750000000000005 2.9000000000000008 1.2250000000000005 1.7000000000000004 -1.8333333333333328 0.87000000000000033 1.3750000000000007 2.3000000000000003 575.00000000000011 4.3000000000000016 3.3000000000000003 1.0000000180025095e-35 -1.1666666666666663 1.1000000000000003 3.3000000000000007 1.5000000000000002 2.1000000000000005 3.1000000000000005 1.3 3.1000000000000005 1.3950000000000007 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -4 -5 -6 11 8 -8 -9 -3 13 -13 -1 15 16 18 -17 19 -2 -20 23 -23 -18 -16 27 -19 28 -26 -29 right_child=14 10 3 4 5 -7 7 9 -10 -11 -12 12 -14 -15 24 17 21 26 20 -21 -22 22 -24 -25 25 -27 -28 29 -30 -31 leaf_value=0.0068567203198997848 0.020740506821762424 -0.0019776064862643168 0.021493742808403986 0.019197586243038439 -0.0096691714443577752 0.017118588511446646 -0.0065927793632833505 -0.0062687940182632688 0.0090928566559007797 -0.021579424040710844 -0.021941951457311822 0.012183708667156151 -0.0016242772507468826 9.3073787642834331e-05 0.014419876235050423 0.022625360591287398 0.031753694160167892 0.01279064661742216 -0.011102367810592867 -0.0027310326589360628 5.7561522447609253e-06 -0.0056342134803371632 0.025683562427718451 0.0048560405585991798 -0.00058282264610605861 0.010835215837484771 -0.0072130526306728136 0.00017409044885526831 -0.0095427858055848244 -0.003277594870543491 leaf_weight=64.235480658710003 13.606384024024011 8.7220371961593646 11.10040360689163 6.9673782736062995 21.6954879462719 7.1372561305761328 41.359356611967087 31.670280195772648 20.614537313580513 10.356146469712256 7.5852711349725714 16.063922449946404 763.55840584635735 2485.5921717956662 8.8954400122165662 14.902383878827097 9.2541869729757327 9.0270954668521899 25.451234340667725 11.152954459190367 241.81696640700102 20.764211401343349 6.9826822578907004 11.539613828063009 168.54351068101823 15.689615041017531 8.0319771170616132 3578.8565670456737 48.309103317558765 123.04856867343187 leaf_count=235 49 28 37 24 67 24 129 111 66 32 25 48 2591 7427 27 44 29 29 86 41 771 69 23 34 829 48 23 13485 204 382 internal_value=-5.45482e-06 -0.000222756 -0.000171022 0.00607133 0.00128936 -0.00303813 -0.000256292 -0.00487731 -0.00137523 -0.0100416 -0.0112639 -0.000111948 -0.00133977 0.000263464 0.0001706 0.0020871 0.00112403 0.0123492 -0.000100788 0.0101676 -0.00105204 0.0084927 0.0022471 0.0168267 -1.04534e-05 -4.30791e-05 0.00337224 -8.66328e-05 -0.00257887 5.9359e-05 internal_weight=7812.53 3496.66 3480.35 46.9005 35.8001 28.8327 3433.45 104 61.9739 42.0264 16.3073 3329.45 779.622 2549.83 4315.87 372.53 340.568 31.9615 292.028 24.7593 267.268 48.5407 27.7469 20.7938 3943.34 3934.45 17.0591 3918.76 216.853 3701.91 internal_count=27017 10844 10791 152 115 91 10639 338 195 143 53 10301 2639 7662 16173 1198 1102 96 947 90 857 155 92 63 14975 14948 52 14900 1033 13867 is_linear=0 shrinkage=0.03 Tree=1005 num_leaves=31 num_cat=0 split_feature=4 13 4 9 11 9 5 5 2 6 4 5 3 9 4 7 11 2 0 0 4 5 6 4 8 13 8 3 9 12 split_gain=0.349597 2.04309 4.92072 3.65534 2.93162 4.09933 3.21081 3.14354 3.89267 3.19326 2.51438 3.62389 2.42869 2.16925 1.92843 3.8312 4.31592 5.06169 3.77075 3.21127 4.15505 7.37549 3.45227 3.33434 3.12536 2.519 2.45345 2.44965 1.94323 1.88101 threshold=1.7100000000000002 2.5000000000000004 1.7200000000000006 7.5000000000000009 0.50000000000000022 8.5000000000000018 1.7500000000000007 1.6750000000000003 2.7000000000000006 0.90000000000000013 2.0050000000000012 1.9250000000000003 2.1000000000000005 5.1000000000000005 1.6600000000000006 1.7000000000000004 0.33333333333333326 1.5000000000000002 475.00000000000006 475.00000000000006 1.6850000000000005 1.4650000000000007 1.1000000000000003 1.6900000000000006 4.9000000000000012 3.3000000000000007 4.7000000000000002 0.90000000000000013 4.7000000000000002 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 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 13 -3 7 6 -6 9 -9 -4 11 29 -12 -2 -1 16 17 18 -16 20 21 -17 -22 24 -21 26 -18 -19 -25 -5 right_child=1 3 4 10 5 -7 -8 8 -10 -11 12 -13 -14 -15 15 19 25 27 -20 23 22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=-8.1522864717412102e-06 -0.0072697601742004311 0.00019537498005101162 0.0017861664969799583 0.014583937693691549 -0.00032864991115428839 -0.017311739979369974 0.005911601736667613 -0.0065101850735504981 0.0039642540159970253 -0.0032206664340307788 0.0081066049910990274 0.02537779239305887 -0.012227203658877167 -0.026594731467490682 0.0086168557198617358 0.021184437379326699 0.0058172966334111686 0.00051510395036912697 -0.0061062686277000384 -0.015147462724761343 0.0012451471190166954 -0.019090933175756167 -0.022142381497084591 0.0035131098096295157 0.0055857651985321615 0.016902164423727401 -0.0052135163711778832 0.015186274571488311 0.023834421555404987 -0.0068475981775977029 leaf_weight=6569.4572615027428 12.241463333368303 987.38056240975857 238.34390271827579 7.4573052376508731 203.1548874527216 10.262058939784763 116.91526412591338 202.34708141535521 37.915622271597385 220.89500153064728 15.257385835051538 13.809253986924885 8.0896334648132306 9.1243270300328714 31.895232930779457 9.226918965578081 25.731308802962303 12.161583602428435 30.748201422393322 11.967464685440065 7.8853041827678707 7.3534647524356833 20.314461380243301 8.8554158508777636 14.437559276819227 6.8721940442919722 61.567587211728096 64.918659791350365 8.1170792877674085 7.2876725494861603 leaf_count=19561 35 3038 815 21 636 38 359 622 127 652 46 51 26 28 93 26 77 34 92 33 22 20 56 26 41 22 180 196 23 21 internal_value=-1.22034e-07 -0.000339945 -0.00127248 0.000603286 -0.000976839 0.00135238 0.00195079 -0.00207679 -0.00485722 -0.000622132 0.00836346 0.0143342 0.00106103 -0.0155225 0.00010296 0.00236952 0.00437836 0.00772394 0.00139009 -0.00296021 -0.00859554 0.00332215 -0.0156027 0.00285733 -0.00381109 -0.000585551 -0.00196219 0.0128715 0.0132318 0.00399145 internal_weight=8981.99 2090.48 1051.2 1039.28 1029.83 330.332 320.07 699.502 240.263 459.239 51.9013 28.5542 23.347 21.3658 6891.51 322.052 233.895 139.724 62.6434 88.1577 44.7801 16.5804 28.1998 43.3775 26.405 94.1711 87.2989 77.0802 16.9725 14.745 internal_count=27017 6515 3312 3203 3249 1033 995 2216 749 1467 165 93 72 63 20502 941 694 415 185 247 124 46 78 123 74 279 257 230 49 42 is_linear=0 shrinkage=0.03 Tree=1006 num_leaves=21 num_cat=0 split_feature=13 12 13 2 5 13 6 4 6 9 7 5 5 6 0 2 3 11 4 5 split_gain=0.310958 1.0557 1.81443 1.71818 1.77165 1.25026 1.00121 2.31741 0.505451 3.06305 2.8814 3.34607 3.08349 1.01658 2.40894 3.52839 3.18557 0.950204 0.609787 0.52026 threshold=5.3000000000000016 2.3000000000000007 5.5000000000000009 1.1000000000000003 1.2150000000000005 5.9000000000000012 3.3000000000000003 1.1150000000000007 2.7000000000000006 2.7000000000000006 0.90000000000000013 1.3650000000000007 1.0250000000000006 2.5000000000000004 575.00000000000011 1.7000000000000004 1.5000000000000002 3.1666666666666674 1.0750000000000008 2.2350000000000008 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 3 -3 4 -2 -4 8 -8 13 -10 11 -11 -12 17 15 -15 -16 18 -1 -19 right_child=1 2 5 -5 -6 -7 7 -9 9 10 12 -13 -14 14 16 -17 -18 19 -20 -21 leaf_value=-0.00067280045376357455 0.0081391524248506826 -0.020171017054298378 0.0056162978225117004 0.014558029794812431 -0.010874430799034803 -0.011894441229007445 0.017348142208145546 -0.0064045692727223852 -0.021767453164933986 -0.025675572372814946 0.019762254922805242 -0.0031388564298962139 4.8405829215925079e-05 0.0020126394779428785 -0.016948027397238413 0.01632224657147362 0.0069056966836361072 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internal_count=27017 178 89 89 66 58 26839 51 26788 550 525 118 407 26238 506 432 74 25732 25689 43 is_linear=0 shrinkage=0.03 Tree=1007 num_leaves=11 num_cat=0 split_feature=5 12 0 12 11 12 5 11 2 11 split_gain=0.328814 0.368998 1.30556 0.571959 1.39183 0.453936 2.5315 0.43366 1.80496 0.875943 threshold=3.2350000000000008 6.3000000000000016 525.00000000000011 5.9000000000000012 0.33333333333333326 5.700000000000002 2.1350000000000011 -1.8333333333333328 1.9000000000000001 -1.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 7 -7 8 -1 -9 right_child=-2 2 -4 4 -6 6 -8 9 -10 -11 leaf_value=0.0025669272560857378 -0.0068762368923854277 -0.0035733619608522139 0.016200961900561712 -0.015827072542829071 0.0063113722550363635 -0.011036347526944813 0.017875916518584927 -0.0020496346351753414 -0.0054338143306859859 8.4486668892876631e-06 leaf_weight=169.98401860892773 6.2632261663675299 6.7571318894624692 5.4114141762256622 6.3793521299958211 4.2643165662884712 4.6203465051949006 6.6461342088878155 190.9342633979395 29.831057587638497 7381.1729371827096 leaf_count=518 21 28 22 31 18 23 23 631 122 25580 internal_value=-5.18749e-06 3.25573e-07 0.00522038 -7.82452e-06 -0.00695745 1.67923e-06 0.00601909 -7.04385e-06 0.00137247 -4.34469e-05 internal_weight=7812.26 7806 12.1685 7793.83 10.6437 7783.19 11.2665 7771.92 199.815 7572.11 internal_count=27017 26996 50 26946 49 26897 46 26851 640 26211 is_linear=0 shrinkage=0.03 Tree=1008 num_leaves=28 num_cat=0 split_feature=3 0 5 4 7 5 4 4 5 13 9 10 5 8 4 12 10 4 8 5 4 8 13 7 7 5 3 split_gain=0.347366 3.60828 2.81433 4.03862 4.23703 3.66236 2.44374 3.79729 3.0665 2.2168 2.94347 1.36385 1.19637 1.05737 0.564757 0.444252 1.76755 1.63751 2.19228 1.6088 2.53628 1.49158 1.47504 1.3999 1.38968 2.49389 2.15919 threshold=0.3000000000000001 200.00000000000003 1.0250000000000006 1.1450000000000007 2.3000000000000003 0.91000000000000036 1.2450000000000008 1.4750000000000008 1.1950000000000005 2.5000000000000004 4.3000000000000016 0.50000000000000022 1.2750000000000006 5.1000000000000005 1.0850000000000006 2.5000000000000004 -2.4999999999999991 0.71500000000000019 1.7000000000000004 1.2050000000000007 2.0950000000000011 1.7000000000000004 5.9000000000000012 1.1000000000000003 0.90000000000000013 1.2650000000000006 1.9000000000000001 decision_type=2 2 2 2 2 2 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 -3 5 -5 11 12 -9 13 -11 14 -8 -1 -4 16 -2 21 -19 20 -20 -17 24 -21 25 -18 -26 right_child=15 2 6 4 -6 -7 7 8 -10 10 -12 -13 -14 -15 -16 17 22 18 19 23 -22 -23 -24 -25 26 -27 -28 leaf_value=0.010296844776412743 -0.013130908495974892 0.017592980271730251 -0.011290805348770501 -0.0018008662881697605 0.01475473403308193 -0.02149181180082109 0.015944894187885118 0.014745297007183163 -0.0071557389894557006 -0.0023166050826498997 -0.025292188562030728 0.009388832864242188 0.03092389916521068 -0.0060627618744516923 0.00018013573866988456 -0.00078431524992279345 -0.0012499113501412051 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-0.0135953 0.000354819 0.0214957 0.00188098 -0.00509469 -2.4681e-05 -0.000256102 0.000171052 0.00020397 0.000225729 0.00161967 -0.00919087 -0.000225554 7.50838e-06 -0.000198929 0.000935916 -0.000472646 internal_weight=8981.78 154.947 120.632 52.109 43.6692 35.7346 68.5225 43.5898 23.0155 34.3151 20.0804 24.9327 20.5742 14.2347 15.5517 8826.83 4044.68 4782.15 4765.4 4759.95 644.302 16.756 4035.1 4115.65 4026.43 782.428 3244 internal_count=27017 461 364 161 136 108 203 133 76 97 57 70 57 40 44 26556 11591 14965 14903 14882 2000 62 11564 12882 11538 2362 9176 is_linear=0 shrinkage=0.03 Tree=1009 num_leaves=24 num_cat=0 split_feature=8 12 2 11 4 4 5 12 5 4 8 10 10 8 8 0 4 5 4 12 4 6 4 split_gain=0.305858 1.58096 1.90396 3.05256 1.85724 1.58299 2.73123 2.40976 0.93283 0.534552 1.40443 1.52785 1.34926 5.6605 2.6369 1.18528 1.01473 1.02997 0.920244 1.94384 1.15993 2.16263 0.891725 threshold=8.7000000000000011 1.9000000000000001 2.3000000000000003 -0.33333333333333331 2.5350000000000006 1.5650000000000008 1.8450000000000004 3.5000000000000004 1.4750000000000008 2.6550000000000007 7.9000000000000012 -0.49999999999999994 -0.33333333333333331 6.9000000000000012 7.1000000000000005 575.00000000000011 2.5750000000000006 1.4650000000000007 2.5250000000000008 3.9000000000000008 2.3450000000000011 0.90000000000000013 2.265000000000001 decision_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 5 -4 -5 -3 8 -8 -7 16 12 -12 13 -11 15 -14 18 -18 20 -20 22 -22 -1 right_child=1 2 3 4 -6 6 7 -9 -10 10 11 -13 14 -15 -16 -17 17 -19 19 -21 21 -23 -24 leaf_value=1.0391051407392733e-05 0.012012365603660594 0.0095538735328658617 -0.014556368915531154 0.023891400045384443 -0.001121737532860802 -0.011071950622455294 0.02181634007100194 -0.0080155580786468832 -0.023986088884270985 0.031036830038784682 -0.0023065729189325488 0.021663551527235578 -0.0050980779891921704 -0.016602231080417553 0.012498762067878895 -0.024748199618881025 -0.022091047984332694 -0.0023253696888809738 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35.8 31.5951 10.8409 20.7542 7400.79 35.9787 10.3634 25.6153 9.04305 16.5723 11.3673 7364.81 10.33 7354.48 11.5765 7342.91 64.1391 7278.77 internal_count=27017 311 285 92 56 193 176 53 123 26706 192 54 138 48 90 62 26514 73 26441 63 26378 357 26021 is_linear=0 shrinkage=0.03 Tree=1010 num_leaves=31 num_cat=0 split_feature=3 4 7 12 11 13 4 8 4 13 6 3 11 9 4 10 4 7 13 8 9 5 0 12 4 0 11 4 5 5 split_gain=0.327401 2.30282 3.30374 1.77013 3.84047 3.80111 3.31462 1.82044 1.45203 1.38798 0.846708 0.713974 3.39258 3.35227 4.55526 6.99816 4.65138 4.28279 3.68971 2.90672 1.72229 3.05366 2.59694 1.23478 5.83561 6.18036 4.10344 2.52362 4.40729 4.3464 threshold=0.3000000000000001 1.8550000000000004 1.7000000000000004 1.1000000000000003 -1.0000000180025095e-35 2.7000000000000006 1.2450000000000008 3.3000000000000003 1.3450000000000006 2.7000000000000006 1.5000000000000002 0.50000000000000011 0.50000000000000022 5.3000000000000016 1.5250000000000006 0.50000000000000022 1.3750000000000007 2.3000000000000003 3.3000000000000007 4.5000000000000009 5.9000000000000012 1.0750000000000008 475.00000000000006 1.3000000000000003 1.1850000000000007 200.00000000000003 0.33333333333333326 0.9650000000000003 1.1350000000000005 1.3850000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 -6 -1 -5 10 -10 -9 12 13 17 16 -16 -15 18 -2 -19 21 -14 -23 24 27 -26 -27 29 -29 -13 right_child=11 2 -4 7 5 -7 -8 8 9 -11 -12 23 20 14 15 -17 -18 19 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31 leaf_value=0.024359911005221419 0.0014966083144349338 0.024081453567232555 -0.013482388745353662 0.0070240594068021181 0.0095835589641546388 -0.020649853468426134 -0.0016655149354293101 -0.0085288148576837461 -0.011220008801012999 0.00098114737006334447 -0.020358049120958569 0.0031902612666468203 -0.017066484695943955 0.0080532541809591202 0.030247503045506836 -0.0072142134605467983 -0.013316054120222952 0.028363403376058412 -0.0092643381961371486 0.0042477914341102789 -0.022618084440431847 0.014263251709320825 -0.0079199542141288413 2.2190159217210304e-05 0.025269575528934028 -0.0049720969417693939 0.013854580848306085 -0.02199014756394943 -0.0049120638417668623 -0.01619827102518008 leaf_weight=9.4030906111001986 112.34091591462493 6.6902884356677514 3.0760759096592665 8.5351081490516645 6.3306699842214575 9.1550243943929654 8.2849369272589666 12.064628832042219 14.210414409637449 20.491259053349495 9.926506042480467 40.302628874778748 10.816830899566414 41.01997883617878 15.68858662992716 6.2862742431461802 11.805752605199812 7.5384592339396503 38.50649256259203 11.154156703501938 5.495188556611537 9.2718431651592272 9.7379391714930517 7247.674396045506 11.038868829607962 35.892575770616531 14.681310534477232 20.608386002480984 39.990345790982246 14.027929916977881 leaf_count=32 453 41 24 32 22 34 31 52 62 91 40 125 52 128 67 28 40 28 143 50 20 33 40 24908 36 119 48 73 123 42 internal_value=-5.15283e-06 -0.00164417 0.0122501 -0.00302318 0.00261895 -0.0082902 0.0121698 -0.00589266 -0.00783728 -0.00401525 -0.0138684 1.78602e-05 0.00150591 0.0027622 0.00805245 0.019531 0.00327754 0.000428159 -0.00125032 0.0139733 -0.00718461 -0.00434118 0.0028997 -3.81929e-05 -0.00251713 0.00493225 0.00049318 -0.00651069 -0.01072 -0.00181578 internal_weight=7812.05 108.168 9.76636 98.4016 33.1737 15.4857 17.688 65.2279 56.6928 34.7017 21.9911 7703.88 279.662 244.341 74.8006 21.9749 52.8257 169.54 150.847 18.6926 35.3218 29.8266 19.0098 7424.22 176.542 61.6128 50.5739 114.929 60.5987 54.3306 internal_count=27017 461 65 396 119 56 63 277 245 153 92 26556 1082 937 263 95 168 674 596 78 145 125 73 25474 566 203 167 363 196 167 is_linear=0 shrinkage=0.03 Tree=1011 num_leaves=13 num_cat=0 split_feature=13 6 3 10 2 5 5 12 13 3 3 6 split_gain=0.358368 0.412488 1.78494 0.399865 1.36812 1.41119 5.38111 3.0883 1.14187 1.098 1.44036 1.11399 threshold=6.1000000000000005 3.5000000000000004 1.3 -0.49999999999999994 1.0000000180025095e-35 1.0550000000000006 1.1050000000000006 2.1000000000000005 5.7000000000000011 3.7000000000000006 3.3000000000000003 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 -1 7 -7 -6 9 10 -5 -11 right_child=-2 2 -4 8 5 6 -8 -9 -10 11 -12 -13 leaf_value=-0.012932896563113713 0.0061940549743129351 -0.015997449203624562 0.0059282726617807232 -0.00012978224058348187 -0.00033209946182021719 -0.0066387978855596292 0.00040059950967363941 0.0058301850372406315 -0.012205981945344108 -0.0031423726727592858 0.0063632487381318397 -0.022662494435269971 leaf_weight=7.0045418590307227 8.398993566632269 6.8303414434194547 6.5423981696367264 6221.1404313668609 172.45848895609379 102.11241399496794 2279.1028205752373 127.1658543869853 7.0381716936826697 8.799979764968155 30.900881864130497 3.7535417694598427 leaf_count=23 25 24 23 18631 482 293 6861 405 21 60 127 42 internal_value=8.84062e-08 -5.70943e-06 -0.00527064 2.14891e-06 0.000308292 0.000342889 9.87327e-05 0.00228328 -0.000129056 -0.000115487 -9.76903e-05 -0.00897895 internal_weight=8981.25 8972.85 13.3727 8959.48 2687.84 2680.84 2381.22 299.624 6271.63 6264.59 6252.04 12.5535 internal_count=27017 26992 47 26945 8064 8041 7154 887 18881 18860 18758 102 is_linear=0 shrinkage=0.03 Tree=1012 num_leaves=31 num_cat=0 split_feature=12 5 5 6 4 4 13 8 7 2 4 13 8 8 5 4 4 8 9 10 5 12 3 9 11 8 13 4 8 10 split_gain=0.307121 1.50466 4.72136 3.84156 3.26935 2.96638 3.77562 2.49422 2.2074 2.33597 2.91327 2.7154 2.24868 4.33165 2.94743 1.89246 1.87863 1.45906 1.40541 1.38151 1.06093 0.984639 3.78555 3.22159 2.71192 5.37499 3.47652 2.24019 2.74864 3.27951 threshold=2.1000000000000005 1.1350000000000005 1.1150000000000009 1.9000000000000001 1.7650000000000006 0.99000000000000055 4.5000000000000009 4.5000000000000009 3.1000000000000005 0.3000000000000001 1.4050000000000007 1.9000000000000001 3.9000000000000004 3.7000000000000006 1.8450000000000004 1.5250000000000006 1.0550000000000004 5.7000000000000002 4.9000000000000012 -1.0000000180025095e-35 0.93000000000000027 2.5000000000000004 1.9000000000000001 2.3000000000000003 0.33333333333333326 3.3000000000000003 3.3000000000000007 1.2550000000000006 4.3000000000000016 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 16 5 6 -1 -5 9 10 11 -3 13 -11 -14 -7 -4 19 -18 -6 -19 22 23 -2 25 -25 -26 28 -24 -30 right_child=21 8 3 7 17 15 -8 -9 -10 12 -12 -13 14 -15 -16 -17 18 20 -20 -21 -22 -23 27 24 26 -27 -28 -29 29 -31 leaf_value=-0.0054355183931281362 -0.011461270413182092 -0.017288542107394049 0.017096400763957555 0.011882228406462731 0.01055969711648988 0.00086436926242250954 0.015205943235989295 0.038115242049694818 -0.015914559537808487 -0.00069470980831665662 0.021608916705049309 0.0037913797268552402 -0.0022390364633167446 0.0073196223882820927 0.0057668162344767914 0.0061653470172468479 -0.0041170065987680884 -0.023961520858796225 0.0093897523393832345 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-0.00030192 0.000871888 0.00964871 0.000149212 0.000631879 -0.00381136 0.0235782 -0.000850193 -0.000758245 0.00392105 0.00227324 -0.00107341 0.000828698 -0.00187004 0.00165019 0.00477856 -0.00969975 0.00114366 -0.00185062 -0.0154854 0.000125845 0.000820497 0.0010799 0.00125354 0.00022381 0.00305832 -0.00878398 -0.00422932 0.00573906 internal_weight=7458.72 2104.19 669.93 50.965 618.965 590.049 110.015 13.2028 1434.26 1425.56 89.9582 82.2918 1335.61 394.252 941.353 480.033 37.7623 28.9165 29.158 12.2701 16.6464 5354.52 1367.47 1331.51 1313.32 836.217 477.105 35.9625 26.2495 12.7771 internal_count=27017 7254 2328 173 2155 2021 383 43 4926 4892 300 275 4592 1301 3291 1638 130 134 101 51 83 19763 4764 4632 4566 2924 1642 132 97 46 is_linear=0 shrinkage=0.03 Tree=1013 num_leaves=31 num_cat=0 split_feature=10 8 11 7 11 5 6 5 5 11 3 3 10 5 13 0 4 8 10 5 9 5 9 6 7 4 8 11 4 13 split_gain=0.324315 2.43568 3.67389 2.82926 3.51911 5.09931 2.66204 2.54721 2.12394 0.968011 0.814608 0.42587 2.64525 3.58302 3.74123 4.59623 3.15653 3.97326 3.44462 1.66747 4.29565 1.71832 4.20686 3.66722 3.60613 1.73088 1.83234 1.63775 2.72466 3.53019 threshold=-2.1666666666666656 6.1000000000000005 1.1666666666666672 1.7000000000000004 1.0000000180025095e-35 1.3050000000000006 0.70000000000000007 1.3750000000000007 1.7400000000000007 -0.33333333333333309 1.5000000000000002 0.90000000000000013 0.50000000000000022 1.4450000000000007 4.1000000000000005 575.00000000000011 1.6400000000000006 7.9000000000000012 -0.66666666666666663 0.78500000000000025 2.7000000000000006 0.97000000000000031 2.5000000000000004 1.5000000000000002 0.90000000000000013 0.53500000000000014 2.5000000000000004 -0.66666666666666619 2.2150000000000007 2.9000000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 -6 -3 -5 -1 -8 -11 12 13 16 15 -15 17 -2 -18 20 -13 22 23 -21 -24 -23 -27 -14 -29 -30 right_child=11 6 -4 7 5 -7 9 -9 -10 10 -12 19 27 14 -16 -17 18 -19 -20 21 -22 25 24 -25 -26 26 -28 28 29 -31 leaf_value=-0.0048636202143583773 -0.0013024315257873127 0.0080828003590720197 -0.019638606945355394 -0.020431681619439812 0.046443077397917455 0.0078886617939414039 -0.023804715337845023 0.0066249242471578609 0.013820367473787768 -0.018774995102590859 -0.0028993879335138606 -0.0031344252759464794 0.0042621962587123807 -0.0049499362301082149 -0.017871903449117394 0.006904794693027883 0.0084609983707996748 0.01718503942785457 -0.00022351821400018229 -0.0038246356543425613 0.023610589409584763 -0.013809329424213078 0.0070792353563901914 0.02657356979263454 -0.0083178871805521509 0.003256254829204666 0.0001004283973891735 -0.00014767574401711875 0.028566740454303328 -0.011918211827442382 leaf_weight=16.588590122759346 801.54735795781016 5.7850972190499332 6.5769761279225341 6.9126173257827741 4.4977272376418105 9.847091428935526 7.22493962384761 5.7251998335123062 8.1739270985126478 5.1826614253222889 6.630420595407486 12.567864518612625 139.90479123033583 210.63469465728849 16.938548073172569 34.216292651370168 71.267932059243321 10.60085019469261 97.120082091540098 7.0148006379604322 9.4831619411706907 7.9574505090713492 16.417358689010143 7.2771077007055283 82.4081178791821 170.51810997724533 5724.7440748997033 298.81720804795623 6.4537214338779432 2.7706320360302925 leaf_count=66 2875 30 27 37 19 33 41 23 24 32 29 53 546 696 57 140 381 38 506 37 40 23 64 28 363 498 19090 1145 56 20 internal_value=-5.0356e-06 -0.00186868 0.00148117 0.00416556 0.00815332 0.0199772 -0.00973916 -0.00817446 0.00130383 -0.0151547 -0.00986437 1.50135e-05 -0.000405897 -0.00111854 -0.00423659 -0.00329332 -0.000286063 -0.00106112 0.00345209 0.000132835 0.00836741 0.000102654 -0.00355993 0.0116534 -0.00576004 0.000172836 0.000191709 0.00157053 0.000348046 0.0164067 internal_weight=7811.81 83.1452 58.3221 51.7452 39.1073 14.3448 24.8231 12.6378 24.7625 19.038 11.8131 7728.66 1690.27 1242.33 261.79 244.851 980.536 812.148 168.388 6038.39 22.051 6016.34 113.117 14.2919 98.8255 5903.22 5895.26 447.946 308.042 9.22435 internal_count=27017 361 229 202 142 52 132 60 90 102 61 26656 6460 4693 893 836 3800 2913 887 20196 93 20103 492 65 427 19611 19588 1767 1221 76 is_linear=0 shrinkage=0.03 Tree=1014 num_leaves=19 num_cat=0 split_feature=13 5 0 4 7 8 7 13 5 3 8 12 0 5 7 2 4 4 split_gain=0.346601 3.28497 2.14646 2.26845 3.14494 1.53911 0.559067 0.664056 3.30786 4.2143 3.21751 1.88187 1.70197 0.466208 1.61083 0.46418 4.35878 0.726977 threshold=5.3000000000000016 1.6500000000000004 350.00000000000006 1.2350000000000005 2.9000000000000004 4.1000000000000005 3.5000000000000004 4.9000000000000012 1.6400000000000006 1.1000000000000003 4.5000000000000009 1.9000000000000001 525.00000000000011 0.54500000000000015 1.3 0.3000000000000001 1.2650000000000008 0.68500000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 5 -4 -5 -2 7 13 9 11 -10 -9 -11 14 -1 16 -15 -17 right_child=1 -3 3 4 -6 -7 -8 8 10 12 -12 -13 -14 15 -16 17 -18 -19 leaf_value=-0.0053922022031913071 0.0065853042903195325 -0.014450038608428971 -0.010439716103920915 -0.0057331463792719582 0.018358343090530489 0.023716220743818843 -0.0069136342987014881 -0.0067966715883799704 -0.0049748115637786193 -0.022293511943127235 0.024874164405235537 0.0067740961293919376 -0.0044229885481310337 0.00092233918821084057 0.013117722383379047 -0.0039808021575917915 -0.012047300691569087 5.390325715801247e-05 leaf_weight=7.5688214600086239 13.226870432496073 9.0072520077228528 11.401129841804506 9.6796435415744799 9.828377425670622 7.3391119688749304 10.559919714927672 17.706256851553917 6.1577946692705137 14.566796645522119 6.8831700831651688 19.135233968496323 7.151135027408599 116.5814441293478 9.5961530804634076 40.379924662411213 29.153094701468945 8635.0620780140162 leaf_count=24 39 27 33 28 29 22 33 52 20 44 20 54 21 375 35 130 97 25934 internal_value=3.88256e-07 0.00226375 0.00518838 0.000191314 0.00640444 0.0126986 -1.49577e-05 -6.78151e-06 -0.00288427 -0.00592721 0.0107798 0.000251898 -0.0164092 1.65294e-05 0.00495585 6.91801e-06 -0.00167214 3.51237e-05 internal_weight=8980.98 60.4824 51.4751 30.9092 19.508 20.566 8920.5 8909.94 71.6004 58.5594 13.041 36.8415 21.7179 8838.34 17.165 8821.18 145.735 8675.44 internal_count=27017 178 151 90 57 61 26839 26806 211 171 40 106 65 26595 59 26536 472 26064 is_linear=0 shrinkage=0.03 Tree=1015 num_leaves=22 num_cat=0 split_feature=13 11 6 4 12 13 2 4 8 6 9 7 5 5 6 9 5 12 11 4 5 split_gain=0.308015 1.04527 0.944086 2.23109 0.85208 1.77307 1.64458 1.49261 0.681147 0.49695 2.98165 2.77435 3.29095 2.92563 0.9575 2.38236 5.98161 3.47121 0.913482 0.582226 0.512217 threshold=5.3000000000000016 0.83333333333333337 3.3000000000000003 1.1150000000000007 2.3000000000000007 5.5000000000000009 1.1000000000000003 1.2350000000000005 4.3000000000000016 2.7000000000000006 2.7000000000000006 0.90000000000000013 1.3650000000000007 1.5750000000000008 2.5000000000000004 3.9000000000000004 1.2750000000000006 3.5000000000000004 3.1666666666666674 1.0750000000000008 2.2350000000000008 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 4 9 -4 6 -6 7 -2 -7 14 -11 12 -12 -13 18 16 -16 -17 19 -1 -20 right_child=1 -3 3 -5 5 8 -8 -9 -10 10 11 13 -14 -15 15 17 -18 -19 20 -21 -22 leaf_value=-0.00065705594521985055 0.0044565102440676154 -0.014704837740360806 0.01695100344232894 -0.0063712994248607156 -0.019427457447142495 0.0072131877326393071 0.015637220476119078 -0.014746679121404947 -0.0066179274331924923 -0.021598319539572246 -0.025546221088594823 0.0047157348936285029 -0.0030799735427878127 -0.0051047542763454322 -0.003349451478131238 -0.001728909934916944 0.021692349125056663 0.013162045262627998 -0.017543189712048608 0.00011433750293631372 -0.0024077661064001604 leaf_weight=1030.6367618665099 10.730907887220388 5.5005677416920653 9.0761217176914197 6.2225988656282416 5.7368095666170147 6.7343061715364438 6.662063166499137 5.5150569826364508 6.1139018535614014 6.4752918034791938 7.8919505923986462 77.545591294765472 22.88343121111393 42.137981913983822 16.929148241877556 100.38425495475531 17.416926458477974 16.389168754220009 4.0966550484299642 6049.4129720982164 3.9553043954074383 leaf_count=3550 35 24 25 26 26 23 22 23 25 25 32 251 86 156 57 338 54 57 19 22139 24 internal_value=4.78026e-06 -0.00241634 2.01318e-05 0.00746489 -0.000787298 -0.00556024 0.00308493 -0.00206244 0.000631563 4.73251e-06 -0.00166544 -0.000807592 -0.00884115 0.00125815 4.09391e-05 0.00240386 0.00934927 0.000361038 -9.43879e-06 2.04642e-06 -0.0101083 internal_weight=7458.45 46.9936 7411.45 15.2987 41.493 18.585 22.908 16.246 12.8482 7396.16 156.934 150.459 30.7754 119.684 7239.22 151.119 34.3461 116.773 7088.1 7080.05 8.05196 internal_count=27017 178 26839 51 154 74 80 58 48 26788 550 525 118 407 26238 506 111 395 25732 25689 43 is_linear=0 shrinkage=0.03 Tree=1016 num_leaves=31 num_cat=0 split_feature=13 9 6 5 11 3 2 4 10 8 8 4 9 13 10 9 4 9 4 10 5 5 8 5 9 4 4 12 5 11 split_gain=0.324286 1.95675 1.92725 4.2076 2.00838 2.61569 3.19234 2.31109 2.21051 2.62151 1.97865 1.89033 1.52638 1.23018 3.20259 3.59721 2.71039 2.90742 2.23554 2.22278 3.35305 2.67376 2.17773 3.29102 2.16472 1.26156 4.18741 4.68402 4.17381 3.37803 threshold=2.3000000000000007 2.1000000000000005 1.5000000000000002 2.3950000000000009 -1.1666666666666663 1.9000000000000001 1.5000000000000002 1.445000000000001 -1.0000000180025095e-35 4.1000000000000005 2.5000000000000004 0.88500000000000023 3.3000000000000003 2.7000000000000006 0.83333333333333337 6.5000000000000009 2.1450000000000009 6.7000000000000002 0.89000000000000024 0.33333333333333326 1.9250000000000003 2.5050000000000012 6.1000000000000005 0.8300000000000004 4.3000000000000016 1.5450000000000006 1.6000000000000008 1.7000000000000004 1.4050000000000009 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 2 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 10 5 7 -7 -3 12 -10 -4 -12 -6 14 15 19 17 -17 -16 21 -21 -2 23 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82.33382897824049 326.95561467111111 839.76315774582326 7.8914321064949027 153.55572506040335 864.76475619897246 2748.8310313969851 3.8233101814985266 34.076201215386391 7.9871087707579127 184.98217918723822 2.9343089386820784 197.47755164280534 24.899330124258995 5.3366221040487281 11.167616732418535 195.34217070043087 34.150181841105223 141.67173296958208 30.805521562695503 819.80060534738004 9.1314551085233671 64.569175601005554 leaf_count=46 2673 272 18 43 258 128 118 327 1044 3137 23 470 3027 8728 12 101 35 562 13 717 74 19 58 656 140 500 118 3445 32 223 internal_value=-5.0106e-06 -0.000284426 -0.000237043 -0.0032373 -7.64569e-06 0.0025328 -0.0020277 0.00459638 -0.000311554 -0.00117974 -0.00441752 -0.0050709 0.000784312 0.000128706 0.000866573 0.000235875 0.00364287 0.00426875 0.00397892 -0.000542414 -0.00318499 0.000219258 0.00433618 0.00569227 -0.00159704 -0.000155307 -0.00103138 -0.000110451 0.00992216 -0.00487035 internal_weight=7811.49 2528.32 2520.19 179.006 2341.19 250.147 77.9274 172.219 2091.04 1166.72 167.947 161.447 924.323 5283.17 1468.36 1220.95 227.045 219.058 247.418 993.902 222.377 771.525 243.594 198.276 45.3178 3814.81 1065.98 859.738 39.937 206.241 internal_count=27017 8911 8865 554 8311 845 246 599 7466 4181 511 493 3285 18106 5060 4181 698 663 879 3483 791 2692 867 669 198 13046 4318 3595 150 723 is_linear=0 shrinkage=0.03 Tree=1017 num_leaves=25 num_cat=0 split_feature=9 5 5 10 2 6 3 13 5 5 9 12 5 11 12 6 5 7 6 5 7 10 5 12 split_gain=0.339723 0.388387 2.4855 2.16024 2.87381 1.99168 1.77408 1.72946 3.2196 2.28531 1.81401 2.24102 2.09445 1.61132 2.30248 1.84661 1.40716 2.47796 1.96484 0.988101 0.788846 2.4998 0.779117 0.641658 threshold=10.500000000000002 2.1250000000000009 2.1550000000000011 -1.0000000180025095e-35 2.1000000000000005 1.9000000000000001 3.5000000000000004 1.3000000000000003 2.2350000000000008 2.4250000000000012 5.3000000000000016 4.3000000000000016 2.1850000000000009 1.0000000180025095e-35 3.3000000000000007 1.3 2.0250000000000008 0.50000000000000011 2.5000000000000004 2.1050000000000009 0.3000000000000001 0.83333333333333337 1.9750000000000003 3.7000000000000006 decision_type=2 2 2 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 13 5 -5 16 8 23 -10 11 -9 -12 14 -3 -15 20 19 -19 -18 21 -1 -22 -4 right_child=-2 2 7 4 -6 -7 -8 10 9 -11 12 -13 -14 15 -16 -17 17 18 -20 -21 22 -23 -24 -25 leaf_value=-0.00032707512894443951 -0.0070574471106961342 -0.022987720189265395 0.026190840959543698 0.0024813897924127522 0.028489830207750418 0.022352895075178361 0.014967883063758102 -0.001565723745594711 -0.0076983017418179615 0.0098626541229397246 -0.0064448007623187772 -0.013576518533517575 0.0011581517336975258 0.019517475675065427 0.0033487370592729894 -0.0015481673574215882 -0.016823069468696897 -0.0020890158726070162 0.013786508471373434 -0.00096061500216231737 -1.6372781093047519e-06 -0.012182049545947765 0.0022116126000644764 0.012405050082237684 leaf_weight=83.482701361179352 6.1334870010614386 5.1794959381222743 5.7082971036434156 19.855595827102665 7.1789217144250861 5.8848145008087149 7.0797857716679564 49.221524849534035 14.688458994030954 12.216485120356081 36.446947649121284 19.528149604797363 309.7450941298157 6.1664647310972205 7.0598151311278343 9.5378221422433835 14.180068872869017 177.46278040111065 7.3051960766315451 4.7076484262943259 7999.6798501908779 19.806376308202744 145.75578901916742 6.4973717331886292 leaf_count=286 31 20 20 66 25 20 27 178 55 47 139 89 1269 19 24 35 70 610 28 21 23378 65 473 22 internal_value=5.4949e-07 5.37324e-06 0.000805309 0.00649825 0.0117055 0.00702445 -4.33177e-05 4.22044e-05 0.00607293 0.000275443 -0.000526226 -0.00497736 0.000357716 0.000363745 -0.00779646 0.00672349 -5.58912e-05 -0.00251937 -0.00146134 -0.0128694 4.93049e-06 -0.00260035 3.7967e-05 0.0188523 internal_weight=8980.51 8974.38 514.915 60.8629 32.9193 25.7404 8459.46 454.052 39.1106 26.9049 414.942 68.7497 346.192 27.9436 12.2393 15.7043 8452.38 203.656 184.768 18.8877 8248.72 103.289 8145.44 12.2057 internal_count=27017 26986 2028 209 111 86 24958 1819 144 102 1675 267 1408 98 44 54 24931 729 638 91 24202 351 23851 42 is_linear=0 shrinkage=0.03 Tree=1018 num_leaves=31 num_cat=0 split_feature=9 8 5 3 4 8 5 9 9 4 2 4 3 9 0 10 11 3 0 8 7 12 4 11 5 5 5 5 4 11 split_gain=0.308938 1.92716 4.37911 5.39593 5.0494 4.17192 4.17536 3.27366 2.79504 3.42545 2.67669 2.59432 2.5507 2.2321 3.87235 4.12314 3.32709 4.19669 3.30647 2.08561 1.98258 3.18292 1.96548 1.83943 1.47271 1.8245 2.95988 3.18212 1.43741 1.42747 threshold=6.9000000000000012 3.5000000000000004 1.9000000000000004 2.3000000000000003 1.2550000000000006 4.3000000000000016 2.0050000000000012 7.7000000000000002 7.3000000000000016 1.6100000000000005 1.7000000000000004 1.2150000000000005 0.90000000000000013 7.3000000000000016 875.00000000000011 0.83333333333333337 -0.66666666666666619 0.90000000000000013 525.00000000000011 3.1000000000000005 0.90000000000000013 2.7000000000000006 0.94500000000000017 0.83333333333333337 2.8450000000000011 2.725000000000001 2.5350000000000006 2.6050000000000009 1.0850000000000006 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=24 2 10 7 28 6 8 11 9 -3 12 -4 -2 14 15 -7 18 -18 -15 -9 -8 -22 -10 -14 25 26 -1 -28 -5 -6 right_child=1 5 3 4 29 13 20 19 22 -11 -12 -13 23 16 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-2.9137249704372843e-05 0.006563996816041336 -0.011407766403689611 0.043615424912497001 -0.0041693000926360021 0.0043729508700571951 0.0028355864706304319 -0.02105299621204805 0.00014142404115928021 0.019368767843923444 0.01184475226298899 0.016019084272862333 0.01792372469598191 -0.011508458938189881 0.007932148864484536 -0.016691439764495726 0.015463380883918694 0.0089026518581521163 -0.0035679550692950214 -0.0033315446842851607 0.022865052119979537 -0.026027765359309042 -0.0018179985055680006 0.000997647525774556 0.0069910344659323683 -0.013626946485195 0.014364279241930381 -0.023768381409163482 0.00035438983504752129 -0.02472180226640152 0.026438315327534292 leaf_weight=6647.1746330372989 14.519498080015181 33.40184985101223 6.3376144766807583 6.8203822895884532 5.5712896659970266 140.3692277520895 15.364865601062773 9.0486327782273275 5.7698875218629828 6.8756287395954123 6.8520281314849845 8.0059285908937436 28.892929390072823 71.479846604168415 7.8013142496347418 27.895722471177578 27.428631745278835 212.04429558292031 34.911520775407553 6.0761009603738776 6.4059362262487438 20.619429163634777 57.21332012116909 5.8100811988115302 7.1944677829742423 7.8976850658655158 9.820285342633726 9.8661775141954404 5.5587276965379715 5.0129072070121765 leaf_count=23907 48 114 23 30 23 522 69 38 20 24 23 29 103 268 38 101 100 829 145 23 25 80 200 19 36 34 53 48 26 19 internal_value=4.71488e-06 0.000571268 0.00427936 0.010512 -0.000390283 -3.14301e-05 -0.00452081 0.0190077 -0.00126637 -0.00743841 -0.00154839 0.0292755 -0.00399388 0.00122139 0.0039711 0.00492908 -0.000178386 -0.0021396 0.00423605 0.00927025 -0.0124485 -0.00755654 0.00268062 -0.00841122 -6.10885e-05 -4.64663e-05 -6.35376e-05 -0.0116789 -0.0133982 0.0148236 internal_weight=7458.04 776.088 108.506 52.4316 22.9633 667.581 145.651 29.4683 103.261 40.2775 56.0745 14.3435 49.2225 521.931 176.066 168.265 345.864 239.473 106.391 15.1247 42.3902 27.0254 62.9832 34.703 6681.95 6674.76 6666.86 19.6865 12.3791 10.5842 internal_count=27017 2939 404 211 98 2535 532 113 358 138 193 52 170 2003 661 623 1342 929 413 61 174 105 220 122 24078 24042 24008 101 56 42 is_linear=0 shrinkage=0.03 Tree=1019 num_leaves=11 num_cat=0 split_feature=5 5 0 5 10 11 5 10 5 5 split_gain=0.321155 0.669039 2.30377 0.720175 1.62289 0.479154 1.57502 1.86561 0.416452 0.500559 threshold=3.1200000000000006 2.9150000000000005 475.00000000000006 2.8350000000000004 -1.0000000180025095e-35 -2.8333333333333326 2.1350000000000011 1.0000000180025095e-35 2.7950000000000004 2.725000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 6 7 -1 9 -7 right_child=-2 2 -4 4 -6 8 -8 -9 -10 -11 leaf_value=0.00927304970658787 -0.0050512148537585413 0.020411603324659525 -0.0052529521273614668 -0.018513631189070935 0.003337763024038667 -6.0322354185392982e-06 0.017086572206754504 -0.011810352797097407 0.0070401335284702429 -0.0054274636014593029 leaf_weight=7.9350685775280017 11.334909111261366 5.9801763221621496 6.646397776901722 5.9494331926107407 6.2961970120668393 7730.254129932262 6.2997496575117102 7.2089344561100006 7.5335545428097239 15.357908509671686 leaf_count=24 37 25 25 19 25 26738 25 22 26 51 internal_value=-5.1337e-06 2.19974e-06 0.00690225 -8.98889e-06 -0.00727855 2.46127e-06 0.00448072 -0.000763191 -9.92474e-06 -1.67818e-05 internal_weight=7810.8 7799.46 12.6266 7786.83 12.2456 7774.59 21.4438 15.144 7753.15 7745.61 internal_count=27017 26980 50 26930 44 26886 71 46 26815 26789 is_linear=0 shrinkage=0.03 Tree=1020 num_leaves=18 num_cat=0 split_feature=4 5 4 6 2 4 9 3 5 4 5 9 9 8 10 2 13 split_gain=0.339949 0.867288 0.494995 0.350782 2.15712 2.73097 3.21357 1.87299 3.37264 2.71899 1.8003 1.31574 2.59771 3.07171 1.22836 2.90861 1.5209 threshold=2.975000000000001 1.7250000000000003 2.8750000000000004 1.7000000000000004 1.7000000000000004 1.2050000000000007 4.3000000000000016 1.1000000000000003 0.89000000000000024 1.9400000000000006 1.1150000000000009 8.9000000000000021 9.1000000000000014 5.7000000000000002 -1.4999999999999996 2.5000000000000004 4.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 11 7 10 -7 9 -9 -5 -6 14 -13 -14 15 -1 -16 right_child=1 -3 -4 4 5 6 -8 8 -10 -11 -12 12 13 -15 16 -17 -18 leaf_value=0.002733811073009356 0.0029537444293143349 -0.011743772376265471 0.0080223234901404036 -0.0012564190716877338 -0.0026189530776271857 0.0020771270041909096 -0.0036690320384912801 -0.014628655333541773 0.0010144351977911185 0.011083358247836498 -0.02177544312300328 -0.017922879855369282 0.0054549605146649851 -0.011825470624292985 7.696519140633985e-06 -0.0055437070219423274 0.0053168304770586173 leaf_weight=339.61901500821114 7.0356070324778539 7.428741067647934 6.9308623149991027 801.82982981204987 7.6478628814220455 131.2027445808053 263.53858800977468 12.534764766693113 1190.3433443997055 16.399429216980934 10.445850178599356 10.594037391245363 24.121036816388369 15.02448859810829 6043.5018944814801 43.048475481569767 48.95519445836544 leaf_count=1005 28 23 29 2293 21 384 814 36 3821 46 34 39 98 53 18005 143 145 internal_value=7.08978e-07 -0.00459475 8.12279e-06 1.92271e-06 -0.000305436 -0.00228154 -0.00175914 9.82065e-05 0.000851424 -0.0010091 -0.0136784 0.000116575 -0.00474407 -0.00117746 0.000153913 0.00180263 5.03574e-05 internal_weight=8980.2 14.4643 8965.74 8958.81 2433.94 412.835 394.741 2021.11 1202.88 818.229 18.0937 6524.86 49.7396 39.1455 6475.12 382.667 6092.46 internal_count=27017 51 26966 26937 7449 1253 1198 6196 3857 2339 55 19488 190 151 19298 1148 18150 is_linear=0 shrinkage=0.03 Tree=1021 num_leaves=31 num_cat=0 split_feature=5 5 9 3 3 10 4 0 11 8 8 10 8 7 4 8 12 11 4 4 5 11 10 4 7 4 8 10 9 9 split_gain=0.316855 4.34602 6.78946 4.12649 3.86093 4.05578 3.7844 3.25279 3.07106 3.40449 2.66963 2.71632 5.27542 2.26174 2.11491 2.0154 2.00525 1.97366 1.90766 1.89769 1.84718 3.69879 3.44152 2.47513 3.92113 2.45671 2.16064 1.79838 1.17927 1.08961 threshold=2.0450000000000008 2.0750000000000011 7.1000000000000005 2.7000000000000006 1.7000000000000004 -1.0000000180025095e-35 1.1450000000000007 350.00000000000006 -0.66666666666666663 4.5000000000000009 7.5000000000000009 1.8333333333333339 5.3000000000000016 1.3 1.9750000000000003 6.9000000000000012 2.9000000000000008 1.0000000180025095e-35 2.0850000000000013 2.1450000000000009 1.9850000000000003 1.1666666666666672 0.83333333333333337 2.0250000000000008 1.3 1.3850000000000007 3.3000000000000003 1.5000000000000004 6.1000000000000005 8.1000000000000014 decision_type=2 2 2 2 2 2 2 2 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 8 5 7 -7 -3 16 -10 11 15 -13 -8 -12 -6 -2 -4 -9 -16 29 22 23 26 -25 -23 -22 -24 -27 -1 right_child=1 4 17 -5 10 6 13 18 9 -11 14 12 -14 -15 19 -17 -18 -19 -20 -21 21 25 27 24 -26 28 -28 -29 -30 -31 leaf_value=-2.7834571214427455e-05 0.038913150396142328 -0.01194947320351287 -0.023781474913395148 -0.0088534058553348168 0.00066981310000112002 0.0076529943848904318 -0.018965461942179712 0.0024159712961393793 -0.0013500945684514511 0.018972108239906749 -0.016402768997407276 -0.0066022859673783765 0.031459146740089927 -0.00594337001704804 0.015115585732953017 0.0098749577519170791 0.016137959618798717 -0.00013284222405929186 0.020199580751347437 -0.0068821170310959297 0.0056772322123651332 -0.0028321371948785748 -0.022173372182059867 0.029188067667072708 -0.0077397086889097032 0.0077981584603696958 -0.0065258743507794932 -0.0041569400835004475 0.026666075842432215 0.0032524908817028104 leaf_weight=6551.0759806372225 7.1702609509229607 12.675992920994757 6.1712512224912626 6.8386168628931037 425.00070079043508 8.6942160427570325 30.190782368183136 29.051005534827709 12.305382505059248 18.684096425771713 13.6440896242857 5.8078280538320524 7.5222603306174278 19.926907852292061 4.9374884665012386 22.541696347296238 6.7589235752820969 6.5443656742572784 6.6764152012765399 12.377207234501837 15.584126085042952 10.171342328190805 14.630944661796095 5.2228374034166318 5.1296008080244064 5.9592794328927976 80.566383302211761 7.564427748322486 5.9659997969865799 92.419884387403727 leaf_count=23502 24 49 24 27 1707 32 116 112 41 65 62 23 26 74 21 86 23 24 25 57 57 39 56 19 22 21 295 26 22 340 internal_value=4.38317e-06 0.000630119 0.00803097 0.0128564 -0.000166404 -0.00532482 -0.0106182 0.00110686 0.0161616 0.0109025 0.000958091 0.00153094 0.014876 -0.0137878 -0.00756972 0.00113346 0.0278618 -0.0116102 0.00573921 -0.000609214 -5.67252e-05 -0.00334001 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475.00000000000006 5.9000000000000012 1.5250000000000006 -1.1666666666666663 1.2250000000000005 1.5000000000000004 3.3000000000000003 5.7000000000000002 525.00000000000011 1.1666666666666672 2.7000000000000006 3.9000000000000008 3.5000000000000004 -0.49999999999999994 1.3450000000000006 1.7000000000000004 1.0250000000000006 525.00000000000011 0.3000000000000001 1.0000000180025095e-35 0.82000000000000028 1.6750000000000003 4.1000000000000005 2.5000000000000004 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 -5 -7 -6 -3 13 -12 -13 15 -15 -4 23 18 -18 -19 21 -21 -22 24 -2 26 28 -28 -25 -27 right_child=16 9 10 5 8 7 -8 -9 -10 -11 11 12 -14 14 -16 -17 17 19 -20 20 22 -23 -24 25 -26 29 27 -29 -30 -31 leaf_value=0.017403205125591386 -0.00076771486115105407 -0.0019970552604320997 0.00016363239858814977 -0.0022199038866770539 -0.011401423381061409 0.019375734650132051 0.013225477493651843 0.0047219991182717467 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31.853599220514297 10.97809060662985 5.4666150845587245 6.8548060767352572 3872.6358660701662 leaf_count=20 27 28 6606 111 51 57 49 68 178 25 44 466 50 2785 139 167 38 31 83 32 780 57 253 108 28 97 75 38 39 14487 internal_value=-5.00041e-06 -0.000219453 -0.000168568 0.0029575 -0.00087739 0.00628391 0.00263396 0.0109993 -0.00258862 -0.0111078 -0.000335246 0.0024679 0.00366495 -0.000501014 -0.00168995 -2.56154e-06 0.000168716 0.00216282 -0.00729318 0.00326818 0.00271584 0.0145213 0.00167669 -5.11389e-06 0.00999514 -5.08704e-05 -0.00587651 0.00507191 -0.0118662 1.85147e-05 internal_weight=7810.45 3495.39 3479.13 176.112 81.8037 94.3085 53.1601 41.1484 74.8016 16.2592 3303.02 184.423 172.016 3118.6 921.229 2197.37 4315.06 345.99 36.2113 309.779 300.306 24.2953 276.011 3969.07 18.0779 3950.99 46.5037 16.4447 30.0589 3904.49 internal_count=27017 10844 10791 534 249 285 160 125 229 53 10257 560 516 9697 2924 6773 16173 1274 121 1153 1122 89 1033 14899 55 14844 260 113 147 14584 is_linear=0 shrinkage=0.03 Tree=1023 num_leaves=31 num_cat=0 split_feature=3 0 5 4 7 5 4 4 5 13 9 10 5 8 4 9 12 11 11 13 7 11 10 9 2 0 5 3 11 10 split_gain=0.335404 3.46112 2.7017 3.90004 4.06846 3.52412 2.35813 3.61169 2.97647 2.13509 2.80951 1.30791 1.13805 1.0199 0.539975 0.430622 2.22699 1.99839 1.51478 0.430687 2.33969 5.7228 4.25347 1.66094 2.69214 2.69135 1.15734 3.01788 3.32351 1.08433 threshold=0.3000000000000001 200.00000000000003 1.0250000000000006 1.1450000000000007 2.3000000000000003 0.91000000000000036 1.2450000000000008 1.4750000000000008 1.1950000000000005 2.5000000000000004 4.3000000000000016 0.50000000000000022 1.2750000000000006 5.1000000000000005 1.0850000000000006 9.9000000000000021 3.9000000000000008 -0.66666666666666619 0.33333333333333326 3.3000000000000007 1.1000000000000003 -1.1666666666666663 -0.33333333333333331 3.9000000000000004 0.90000000000000013 475.00000000000006 0.74500000000000033 1.1000000000000003 -0.66666666666666619 -3.1666666666666661 decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 -5 11 12 -9 13 -11 14 -8 -1 -4 19 17 -17 -19 26 21 -21 -23 25 -25 -22 27 28 -2 -28 right_child=15 2 6 4 -6 -7 7 8 -10 10 -12 -13 -14 -15 -16 16 -18 18 -20 20 23 22 -24 24 -26 -27 29 -29 -30 -31 leaf_value=0.010140088793477848 -0.004327459027079125 0.017338975329833754 -0.011076171588226024 -0.0017488062560271449 0.014530557061391872 -0.02106042675126225 0.015621049578390537 0.01458994035418356 -0.0069929289396707967 -0.0023001241583962438 -0.024746689201851753 0.0091799682351242761 0.030233753143060808 -0.0059304018757794985 0.00014773219813786896 0.0062136383604390116 0.013178097181023387 -0.029069581008877188 -0.0062131688292147739 0.01566744340078477 0.00082478322187989536 0.0015349508434782076 -0.010985996781629702 -0.0015541125554931806 0.0012204374966502216 -0.0033124662580009145 -0.010736625426695305 -0.011507693761810441 0.013786491037122 8.6056825469901327e-05 leaf_weight=6.9055643379688245 13.429471522569655 8.4045999497175199 7.1355511248111751 21.806516200304031 7.8823028281331053 13.942117884755133 12.92075225710869 11.439795508980753 11.563948430120943 10.221049234271051 9.8594203889369947 9.3776214718818647 7.6288036406040183 7.323462963104248 8.397826746106146 4.6622374951839456 4.8886713571846476 5.114941194653511 5.3278309926390648 11.476833723485468 250.50821009278297 37.495781064033508 70.010594788938761 450.55112608522177 1044.1752277240157 325.23219349980354 8.3423411548137647 8.6397957205772382 28.383491165935993 6556.8570099081844 leaf_count=20 40 25 20 69 28 39 36 38 38 29 28 26 21 20 24 21 23 21 21 41 707 128 238 1336 3020 933 26 26 90 19885 internal_value=6.83856e-07 0.00138499 0.00377855 -0.00137408 -0.00497876 -0.00928042 0.00769475 0.0119055 0.00374026 -0.00702155 -0.0133213 0.000332877 0.0210459 0.00186885 -0.00500818 -2.35995e-05 -0.00442135 -0.0101173 -0.0174084 -1.36136e-05 -0.000378329 -0.00446928 -0.00661897 -0.000143234 0.000384113 -0.00151232 0.000107089 0.00463343 0.00796866 7.23045e-05 internal_weight=8979.91 154.809 120.5 52.0355 43.6309 35.7486 68.4643 43.5533 23.0037 34.3095 20.0805 24.911 20.5496 14.229 15.5334 8825.1 19.9937 15.105 10.4428 8805.1 2189.45 118.983 107.506 2070.47 1494.73 575.74 6615.65 50.4528 41.813 6565.2 internal_count=27017 461 364 161 136 108 203 133 76 97 57 70 57 40 44 26556 86 63 42 26470 6403 407 366 5996 4356 1640 20067 156 130 19911 is_linear=0 shrinkage=0.03 Tree=1024 num_leaves=31 num_cat=0 split_feature=12 0 5 5 2 9 4 12 10 5 0 7 7 6 8 8 9 0 9 12 5 6 7 9 5 11 4 3 10 7 split_gain=0.313545 1.46847 4.14121 2.78693 2.41369 4.48972 2.27959 1.87323 3.37726 2.18062 1.952 2.68728 1.6292 1.54808 2.44841 2.32158 0.948549 2.13415 3.19511 3.13691 2.66554 2.17506 1.55623 1.43617 2.80069 2.8659 3.07652 2.76303 2.01524 2.13945 threshold=2.1000000000000005 475.00000000000006 1.9900000000000007 1.9250000000000003 1.5000000000000002 4.1000000000000005 1.1850000000000007 0.90000000000000013 0.33333333333333326 0.78500000000000025 875.00000000000011 3.1000000000000005 1.7000000000000004 1.3 4.7000000000000002 5.1000000000000005 2.3000000000000003 350.00000000000006 1.9000000000000001 2.3000000000000007 1.0650000000000006 1.1000000000000003 1.5000000000000002 3.1000000000000005 1.0050000000000006 -1.1666666666666663 1.0150000000000006 1.5000000000000002 0.83333333333333337 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 -1 8 12 13 11 -11 -3 15 -15 -9 17 18 -2 -19 21 -21 -22 24 28 27 -27 -26 29 -18 right_child=16 7 -4 -5 5 -7 -8 9 -10 10 -12 -13 -14 14 -16 -17 23 19 -20 20 22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.00035433305462497189 0.001279095982962597 -0.022642009461851988 -0.018694136404529303 0.016879603420368112 -0.01026154863388308 0.017498460019594916 -0.0024666215095422656 0.025884865674256418 0.010504423652692827 0.00073525666524386195 -0.011895882745181368 -0.020404513298623538 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leaf_count=1548 44 38 45 26 33 57 2016 30 24 3232 54 22 36 35 33 25 143 25 45 26 46 24 33 18461 32 55 732 34 40 23 internal_value=4.44929e-06 -0.00030585 -0.00107066 -0.00087654 -0.00100763 0.00843108 -0.00122278 0.000515494 -0.00741857 0.000724953 0.000464708 0.000613413 -0.0139179 0.00835483 0.00274455 0.0159726 0.000126395 -0.00352309 -0.0109994 0.000533031 0.00422507 -0.00765211 0.0101193 0.00017009 0.00220538 0.00351623 0.00444251 -0.00783249 -0.00432064 -0.00746598 internal_weight=7457.51 2103.93 1089.46 1077.59 1069.69 23.8402 1045.85 1014.47 26.0932 988.377 955.777 944.415 19.1492 32.6002 18.7739 13.8264 5353.58 63.339 22.2772 41.0618 34.2679 11.3656 22.9023 5290.24 294.65 245.365 226.849 18.5155 49.2853 38.843 internal_count=27017 7254 3725 3680 3654 90 3564 3529 98 3431 3308 3254 74 123 68 55 19763 243 89 154 129 50 79 19520 1059 853 787 66 206 166 is_linear=0 shrinkage=0.03 Tree=1025 num_leaves=31 num_cat=0 split_feature=11 9 9 2 5 10 8 4 12 12 5 13 11 13 12 5 4 9 0 2 8 2 2 0 13 13 12 2 4 0 split_gain=0.317248 1.12804 3.06297 4.22137 2.41802 2.21993 2.33562 1.93259 1.48706 1.54988 1.40901 1.27519 0.676502 3.54934 2.32917 4.81384 6.24053 3.97212 2.99331 2.05025 1.82437 1.44648 0.800322 1.97211 1.7405 2.71516 2.65685 1.57024 0.86981 1.97203 threshold=1.8333333333333337 7.1000000000000005 6.5000000000000009 1.1000000000000003 1.9000000000000004 -1.1666666666666663 4.7000000000000002 0.75500000000000023 4.9000000000000012 3.5000000000000004 2.2050000000000005 2.5000000000000004 1.5000000000000004 3.9000000000000008 3.1000000000000005 1.8600000000000005 1.3150000000000006 4.3000000000000016 575.00000000000011 0.90000000000000013 6.1000000000000005 0.90000000000000013 2.9000000000000004 875.00000000000011 3.5000000000000004 2.7000000000000006 4.5000000000000009 3.7000000000000006 2.475000000000001 525.00000000000011 decision_type=2 2 2 2 2 2 2 2 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 -5 6 -2 -7 9 -3 -11 -9 22 14 18 17 -17 -16 20 -15 -14 -20 28 24 25 -24 -26 -25 -1 -30 right_child=1 8 3 4 -6 7 -8 11 -10 10 -12 -13 13 19 15 16 -18 -19 21 -21 -22 -23 23 27 26 -27 -28 -29 29 -31 leaf_value=-1.2148180621031315e-05 0.024811639783458551 -0.00077238872092430055 0.03066852440558987 0.015137968120743953 -0.0059258304556378148 0.017192540881032163 -5.4867814219338092e-05 -0.006366552580474724 0.0066221960938595706 -0.024282545297184092 -0.0061450244015527509 -0.00090061380914447861 -0.0060815007868651539 0.0010975811013498352 -0.0027223505740386253 0.016425145698393259 -0.0090551306476810232 0.015678815809576786 0.016812983748900778 0.021345451756389446 0.0060191627424355859 -0.00051492907410368035 0.00069823684877057474 -0.019908457313844059 -0.0039666029186462169 -0.01383901349746317 0.029638543576923582 0.0040782274990111582 0.009990822204789352 -0.0035038610969895297 leaf_weight=7215.9352495335042 5.5717364102601996 10.942542955279352 6.3054887205362347 8.2266481816768664 12.147373251616953 4.2800390720367423 8.7196225076913816 67.144013334065676 6.4880161583423606 7.989410459995268 7.4487355500459671 89.774704720824957 84.054972574114799 7.1097663193941143 14.929861500859259 11.36200502514839 36.25333096832037 36.053307866677642 9.625902473926546 12.265401110053061 12.939591757953165 7.8892520740628234 49.950248845852911 9.5439031068235618 4.5228415466845018 15.046153094619511 3.9811529219150543 3.3074176069349042 23.5808080509305 16.611862551420927 leaf_count=24570 18 32 19 26 38 12 35 231 22 24 23 301 265 21 68 34 111 135 29 39 48 30 316 116 29 112 18 31 119 145 internal_value=-5.03478e-06 -0.0010905 -0.000252493 0.00921799 0.00257934 -0.00169228 0.00963978 -0.00269694 -0.00624493 -0.00940945 -0.0155314 -0.00323944 2.86454e-05 0.00162192 0.00050423 0.00388416 -0.00297501 0.0102902 -0.00240606 0.0139154 -0.00446721 0.00900807 -2.18022e-05 -0.00289291 -0.000997159 -0.00266702 0.0117657 -0.0137352 1.23655e-05 0.00441339 internal_weight=7810 235.038 202.17 26.6795 20.374 175.49 14.2914 161.199 32.8687 26.3807 15.4381 156.919 7574.96 232.483 213.108 98.5985 47.6153 50.9832 114.51 19.3752 96.9946 17.5152 7342.48 86.3517 73.5004 64.9964 8.50399 12.8513 7256.13 40.1927 internal_count=27017 781 680 83 64 597 53 544 101 79 47 532 26236 780 720 348 145 203 372 60 313 59 25456 622 475 428 47 147 24834 264 is_linear=0 shrinkage=0.03 Tree=1026 num_leaves=31 num_cat=0 split_feature=13 9 0 3 13 4 0 4 4 13 9 11 5 10 6 5 4 4 4 8 11 3 4 8 5 4 8 6 4 10 split_gain=0.336183 1.71947 2.48833 1.45722 1.64064 2.06341 3.34754 2.92278 1.37852 2.14018 2.03507 1.92016 1.83867 1.58349 0.943696 1.74593 3.05998 1.90588 2.14273 0.984467 0.793811 3.23806 2.2783 2.32894 2.07808 0.87124 0.82342 1.71686 3.38496 1.94126 threshold=1.7000000000000004 2.7000000000000006 475.00000000000006 0.90000000000000013 0.90000000000000013 1.7400000000000002 525.00000000000011 1.6000000000000008 1.5850000000000006 1.3000000000000003 7.1000000000000005 -2.1666666666666656 1.6500000000000004 0.83333333333333337 0.3000000000000001 1.6900000000000006 1.1850000000000007 1.7750000000000004 2.2050000000000005 4.9000000000000012 -1.4999999999999996 2.7000000000000006 0.77500000000000036 3.9000000000000004 2.3950000000000009 1.4550000000000007 1.9000000000000001 1.9000000000000001 0.80000000000000038 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -3 7 -7 -6 9 13 -11 -10 -13 -5 15 16 -2 19 -19 -18 21 22 -16 -24 25 -23 27 28 -22 -29 right_child=14 3 -4 8 5 6 -8 -9 11 10 -12 12 -14 -15 20 -17 17 18 -20 -21 26 24 23 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0042868774229088942 -0.023168527354326351 -0.01112730330834419 0.017430367620484215 0.0021271963220550593 0.0023923081836828186 0.016008088741789966 -0.0014006579797495068 -0.01088878247052257 -0.01330527296221453 -0.0046541512608812381 0.003973362621928777 0.0026861532297567225 -0.0016887596710983073 -0.0082326751597312092 0.020771808630599336 0.016918697118629727 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26 22558 34 64 24 internal_value=6.59397e-07 -0.000529415 0.00829227 -0.000711859 0.00178457 0.00244939 0.00833913 0.000521988 -0.00126953 -0.00244436 -0.00384961 0.000101918 0.000464722 0.000860573 6.42279e-05 0.00459488 0.00149742 0.00489148 -0.0033662 0.0120748 4.08469e-05 0.00142942 0.00204654 0.00172297 -0.0119077 -0.0190734 -2.36553e-05 -0.00384032 -0.00790258 0.00368632 internal_weight=8979.23 961.516 19.4825 942.033 172.014 163.591 40.3351 123.256 770.019 414.74 291.006 355.279 345.918 123.735 8017.71 41.1641 32.8961 28.917 13.4525 15.4645 7976.55 354.079 338.42 332.671 15.6588 10.9509 7622.47 50.5368 32.8221 17.7147 internal_count=27017 3047 61 2986 521 494 148 346 2465 1369 960 1096 1065 409 23970 146 118 107 59 48 23824 1104 1030 1012 74 48 22720 162 104 58 is_linear=0 shrinkage=0.03 Tree=1027 num_leaves=31 num_cat=0 split_feature=5 5 9 3 3 10 4 0 12 12 8 10 8 7 4 8 4 4 5 11 10 4 7 4 8 10 10 9 9 5 split_gain=0.305839 4.17833 6.52769 3.71241 3.70181 3.92416 3.67909 3.12185 3.02242 5.27843 2.58459 2.58566 5.00779 2.21844 2.05562 1.92057 1.8137 1.80433 1.77495 3.552 3.35112 2.37332 3.72037 2.30067 2.07814 1.7674 1.46175 1.09864 1.03701 2.54147 threshold=2.0450000000000008 2.0750000000000011 7.3000000000000016 2.7000000000000006 1.7000000000000004 -1.0000000180025095e-35 1.1450000000000007 350.00000000000006 2.3000000000000007 2.9000000000000008 7.5000000000000009 1.8333333333333339 5.3000000000000016 1.3 1.9750000000000003 6.9000000000000012 2.1450000000000009 2.0850000000000013 1.9850000000000003 1.1666666666666672 0.83333333333333337 2.0250000000000008 1.3 1.3850000000000007 3.3000000000000003 1.5000000000000004 0.33333333333333326 6.1000000000000005 8.1000000000000014 1.9350000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 2 3 8 5 7 -7 -3 -2 -10 11 15 -13 -8 -12 -6 -16 -9 28 20 21 24 -23 -21 -20 -22 -4 -25 -1 -30 right_child=1 4 26 -5 10 6 13 17 9 -11 14 12 -14 -15 16 -17 -18 -19 19 23 25 22 -24 27 -26 -27 -28 -29 29 -31 leaf_value=-2.7218061413499048e-05 -0.0039731114685002461 -0.011761177325850228 -0.026059333507955456 -0.0086892988617807282 0.0006567276289436842 0.0075274659852533525 -0.018765681596429037 0.0023701432178197058 0.033781780838317656 0.010662608083409207 -0.016241686954388254 -0.0065143101305824855 0.030526835741518637 -0.0058311205983190909 0.014657001599639369 0.0096239220027917807 -0.0067970132640185789 0.019601653878755728 0.0055474035098590155 -0.0027181423121317135 -0.021990316882272626 0.028275873222228215 -0.0076272072462392542 0.0075717640285269021 -0.0064109610631711451 -0.0040826927417833472 -0.0034950118884529676 0.025703029161907465 0.0014165911366836679 0.017258846206250296 leaf_weight=6550.5761592797935 6.5134498924016944 12.580270543694494 4.7995686084032041 6.8023565560579291 425.13313151523471 8.7149256914854032 29.897995010018349 29.080615930259228 13.043739974498747 27.896822273731232 13.514875061810018 5.7919852882623655 7.5888484828174114 19.862086609005928 4.9773413315415409 22.640875868499279 12.33588497340679 6.7358420453965655 15.624315507709978 10.135892666876318 14.460886359214784 5.2850592136383039 5.1081846505403519 5.9857024401426298 80.282849609851837 7.5499534159898749 5.5970667451620102 6.0455726012587547 82.337992936372757 10.24797687307 leaf_count=23502 23 49 20 27 1707 32 116 112 43 95 62 23 26 74 21 86 57 25 57 39 56 19 22 21 295 26 20 22 299 41 internal_value=4.40346e-06 0.000619169 0.00786463 0.0120374 -0.000163058 -0.00522377 -0.0104536 0.00109512 0.0150085 0.0180284 0.000936262 0.00149846 0.0144933 -0.0136028 -0.00747366 0.00111014 -0.000629246 0.0056108 -5.56383e-05 -0.00327755 -0.00519332 -0.00298717 0.0106298 0.0078116 -0.00446281 -0.0158478 -0.0139117 0.0166825 1.73432e-05 0.00317011 internal_weight=7457.15 663.508 64.653 54.2564 598.855 106.872 58.475 48.3967 47.454 40.9406 491.983 461.155 13.3808 49.7601 30.8281 447.774 17.3132 35.8165 6793.64 150.478 128.311 106.3 10.3932 22.1672 95.9072 22.0108 10.3966 12.0313 6643.16 92.586 internal_count=27017 2618 228 188 2390 408 222 186 161 138 1982 1842 49 190 140 1793 78 137 24399 557 475 393 41 82 352 82 40 43 23842 340 is_linear=0 shrinkage=0.03 Tree=1028 num_leaves=31 num_cat=0 split_feature=0 5 7 5 5 4 6 5 3 8 10 12 13 11 8 4 6 12 6 7 2 4 5 11 4 6 5 0 4 4 split_gain=0.316771 1.48382 2.28972 5.20983 2.55616 2.65104 1.7427 2.93917 3.10672 2.12059 2.68754 2.49436 2.00737 1.71471 2.78201 4.35295 3.53246 3.5279 2.85951 2.34341 2.23322 4.35409 3.61119 1.86596 1.61592 1.46155 1.65434 1.42872 2.65729 2.46269 threshold=575.00000000000011 1.2250000000000008 1.3 1.1050000000000006 1.0750000000000008 0.99000000000000055 1.7000000000000004 1.1850000000000007 1.1000000000000003 5.5000000000000009 -1.0000000180025095e-35 2.1000000000000005 3.3000000000000007 -0.66666666666666663 7.1000000000000005 2.2150000000000007 1.3 2.1000000000000005 1.1000000000000003 2.9000000000000004 0.90000000000000013 1.3350000000000006 1.3050000000000006 -0.83333333333333315 1.3750000000000007 1.7000000000000004 1.2050000000000007 525.00000000000011 0.73500000000000032 0.82000000000000028 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=27 2 3 4 5 -2 7 8 -4 11 -11 -8 -9 14 17 16 -16 18 -3 20 22 -22 -15 -19 -6 26 -5 -1 -29 -30 right_child=1 13 6 25 24 -7 9 12 -10 10 -12 -13 -14 19 15 -17 -18 23 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=9.8367176469141927e-05 0.018768794514698182 0.017359151723371869 -0.00034847179747705606 -0.0065411084832393525 0.029231177580687485 -0.0046894013882691123 0.0074708156201027699 0.014734341787819761 -0.012891024486746444 0.00081410043581219265 0.02919017349250325 -0.0076983273982858431 -0.0096835088476349713 0.017177034552864304 0.023031101485208635 -0.010390923996847717 -0.0012863535110821107 -0.0019545606932845757 0.00062501812478563622 0.020626190099980644 -0.0040760493111718686 0.002136244450400177 0.0030344800124334332 -0.0082720941157291492 0.0048031190597035752 -0.021348232091730184 -0.026116701171252841 -0.016308292452242617 0.0087552104002695582 -0.0012107164980168803 leaf_weight=5548.9650142984465 4.8806487619876853 12.976131990551947 63.275429964065552 27.167981632053856 4.0847640335559827 38.839260498993099 26.130017057061195 14.037604194134476 24.715993124991655 5.5840650387108326 6.5013809949159604 15.569325029850004 3.8641830980777732 18.050323590636253 14.685338262468578 9.0666761044412834 8.4813211634755117 141.98768498748541 31.499885812401772 5.8468488529324523 134.92786265909672 410.3412978630513 162.8653931170702 59.798524361103773 6.0423004254698753 12.809684548527001 4.5338242575526229 10.283729091286657 22.847695261240005 958.93613468855619 leaf_count=18553 16 43 377 148 13 207 91 72 135 26 28 60 19 56 67 77 31 513 95 30 413 1811 480 240 36 47 26 32 69 3206 internal_value=-4.9629e-06 0.000428894 -0.00160154 -0.00520226 0.00107518 -0.00207066 0.000616422 -0.00161718 -0.00387156 0.00501401 0.016079 0.0018071 0.00946364 0.000947363 -0.00105618 0.00723159 0.0141285 -0.00214097 0.0055073 0.00170959 0.00155729 0.000599001 0.00444551 -0.00382674 0.0146562 -0.0127963 -0.00934071 -8.91048e-05 -0.0011377 -0.000978793 internal_weight=7809.6 1268.56 258.036 98.3585 53.847 43.7199 159.678 105.893 87.9914 53.7848 12.0854 41.6993 17.9018 1010.53 278.496 32.2333 23.1667 246.262 44.476 732.032 726.185 545.269 180.916 201.786 10.1271 44.5115 31.7018 6541.03 992.068 981.784 internal_count=27017 5157 1301 493 272 223 808 603 512 205 54 151 91 3856 1066 175 98 891 138 2790 2760 2224 536 753 49 221 174 21860 3307 3275 is_linear=0 shrinkage=0.03 Tree=1029 num_leaves=20 num_cat=0 split_feature=8 8 3 4 11 5 5 2 12 7 13 2 12 4 13 2 4 2 4 split_gain=0.332708 0.588804 2.16404 1.99092 2.6519 0.486177 1.64314 3.38244 2.21922 1.60712 2.62647 2.51666 5.04806 1.94979 1.76256 1.46393 0.566036 2.90397 0.642008 threshold=1.0000000180025095e-35 1.7000000000000004 1.7000000000000004 0.71500000000000019 1.0000000180025095e-35 0.76500000000000024 0.79500000000000004 1.3 2.5000000000000004 1.3 2.5000000000000004 1.7000000000000004 2.1000000000000005 1.6100000000000005 2.1000000000000005 0.90000000000000013 0.68500000000000016 0.3000000000000001 0.88500000000000023 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 -2 -5 9 7 15 -9 10 14 12 -11 -13 -3 -7 17 -8 -18 right_child=1 5 -4 4 -6 6 16 8 -10 11 -12 13 -14 -15 -16 -17 18 -19 -20 leaf_value=0.0067945443895919833 0.01245846169115092 0.007868753873800139 -0.020489967556028724 -0.0203668612144681 0.0056799869692504808 -0.0062348175805205207 0.011848360198866656 0.012908454919618216 -0.0092488295700206575 0.0004347747462515404 0.019617493342751372 0.0239981501767993 -0.024715236584567282 0.0008494307362027887 -0.0098242072893132623 -0.021367649716904323 0.0013796570297658723 -0.0074586380915909745 -1.9383567933020075e-05 leaf_weight=6.4830197393894187 7.5340507924556794 14.304568961262705 5.8996759578585616 6.6759105473756772 7.4369327425956726 11.872006773948671 8.8546231687068921 10.211396336555483 6.7624572813510886 51.886939287185669 10.849036931991575 6.0256388783454877 8.3368113636970502 7.1730717197060585 7.8473039865493766 11.163329929113386 305.89115706831217 33.681873597204685 8449.6078259069473 leaf_count=21 22 45 23 22 23 33 28 31 22 151 31 21 24 33 22 31 950 111 25373 internal_value=8.30474e-07 -4.07854e-06 -0.00438338 6.32981e-06 -0.00664116 9.40854e-06 -1.48621e-05 -0.00608074 0.0040809 0.00202499 0.00752393 -0.000446592 -0.00304676 0.0114176 0.00160102 -0.0135685 1.27225e-05 -0.00343959 2.94948e-05 internal_weight=8978.5 8972.01 27.5466 21.6469 14.1128 8944.47 8838.04 40.0092 16.9739 106.423 33.0009 73.4225 60.2238 13.1987 22.1519 23.0353 8798.04 42.5365 8755.5 internal_count=27017 26996 90 67 45 26906 26579 117 53 327 98 229 175 54 67 64 26462 139 26323 is_linear=0 shrinkage=0.03 Tree=1030 num_leaves=16 num_cat=0 split_feature=2 8 4 9 7 11 11 8 6 2 6 4 3 10 13 split_gain=0.306172 0.895224 0.565798 1.21405 0.476042 3.14715 1.02994 0.473351 1.55562 2.46585 1.9516 0.874405 2.50991 2.42856 0.457871 threshold=3.9000000000000004 5.5000000000000009 2.8450000000000011 5.5000000000000009 1.0000000180025095e-35 -0.66666666666666663 1.0000000180025095e-35 6.9000000000000012 1.9000000000000001 1.1000000000000003 1.3 1.8050000000000004 0.70000000000000007 -2.8333333333333326 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 5 -1 -7 11 10 -10 -9 13 -13 -6 -3 right_child=1 14 3 -5 7 6 -8 8 9 -11 -12 12 -14 -15 -16 leaf_value=0.009439469073555258 0.0091584364115208407 -0.021874895370606346 0.012425436696910224 -0.0035875483887757176 -0.017438212441060984 -0.023817997427915662 -0.0068737213318403627 -0.0015908586037909238 -0.012525792605525466 -0.00027199550534795958 0.0024469223039816882 -0.0037838707640718097 0.0014890294076150906 -3.0865537274208742e-05 -0.0042075512107533396 leaf_weight=8.9690957292914408 2.4141652435064307 2.5968566853553057 9.7493737787008303 7.5697904825210562 7.2219157963991156 5.2795829102396956 8.3106822520494443 330.09340225532651 25.266471356153488 35.610107272863388 159.92892967164516 90.403536528348923 802.04815977066755 5958.5960704386234 2.685473058372736 leaf_count=30 17 30 39 32 29 29 39 1536 95 155 669 425 3101 20769 22 internal_value=4.31232e-06 -0.00597613 1.04914e-05 0.00542655 -2.13034e-06 -0.00435344 -0.0134563 1.11185e-05 -0.000834938 -0.00535786 -0.000273045 7.9079e-05 0.000954895 -5.1938e-05 -0.012893 internal_weight=7456.74 7.69649 7449.05 17.3192 7431.73 22.5594 13.5903 7409.17 550.899 60.8766 490.022 6858.27 892.452 5965.82 5.28233 internal_count=27017 69 26948 71 26877 98 68 26779 2455 250 2205 24324 3526 20798 52 is_linear=0 shrinkage=0.03 Tree=1031 num_leaves=28 num_cat=0 split_feature=4 5 8 11 10 12 4 8 8 5 0 8 3 10 4 7 9 5 0 4 9 8 8 4 3 2 11 split_gain=0.314851 0.999477 1.17508 1.33727 1.19032 0.770848 0.551841 2.06771 3.19012 2.87538 2.49179 1.52595 1.89404 1.05162 0.844025 2.73744 5.77161 1.63228 1.33478 1.0186 2.63148 0.899288 1.75139 1.47114 0.760836 0.189045 0.000218777 threshold=2.7150000000000003 1.2950000000000006 8.5000000000000018 -0.66666666666666619 -1.0000000180025095e-35 5.1000000000000005 2.495000000000001 8.7000000000000011 5.9000000000000012 1.7250000000000003 575.00000000000011 6.9000000000000012 2.1000000000000005 1.0000000180025095e-35 2.3950000000000009 1.5000000000000002 4.5000000000000009 1.9650000000000005 475.00000000000006 2.3750000000000009 6.3000000000000016 9.3000000000000025 9.9000000000000021 2.3550000000000009 1.7000000000000004 3.3000000000000003 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 26 3 -3 -5 -6 14 8 9 -8 -9 13 -13 -10 19 17 -17 24 -18 21 -21 23 -23 -1 -16 -4 -2 right_child=1 2 25 4 5 -7 7 10 11 -11 -12 12 -14 -15 15 16 18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 leaf_value=2.2328814029847534e-05 -0.020872896033186462 -0.013898328441062962 -0.022333753500276769 -0.0049815709770650342 0.0041177137933770033 0.024177081586090068 0.033946523839612747 0.037011862179907817 -0.0031183421565559818 0.00037904650136549384 0.0013210040031340455 0.0056761438085512726 -0.018679657073760722 -0.024092888808679127 -0.023028522177314627 0.044784424597990057 0.0057291410169035559 0.0023165419724792352 -0.022641837422591453 -0.0050065685813424814 0.027239647444102184 -0.016778532413576682 0.0014067424436113327 -0.012539427252713439 -0.0058495484913764339 -0.0091502988733864459 -0.021425791109394649 leaf_weight=7684.1369822621346 1.3795384541153937 3.3518814751878425 1.97597187757492 4.1653460226953056 3.098329924046987 3.887432798743248 4.1781350933015329 3.3476548790931693 3.7474448718130606 5.1002139151096344 3.7133349217474461 12.977709621191027 3.6908486187458029 5.0512258820235729 8.7903931774199062 2.6804636754095537 3.0390806794166565 4.7377753779292098 2.9326716624200344 4.8923937603831273 4.2616346031427383 8.3961316924542206 11.025081798434256 8.3998038712888938 3.1523534618318072 1.9400472436100242 1.2082336563616989 leaf_count=26168 29 32 21 31 26 17 30 12 29 23 32 98 17 35 65 25 18 20 26 37 16 42 46 68 18 19 17 internal_value=-5.07248e-06 -0.0036729 -0.00122013 0.00271732 0.00771178 0.0152803 4.82055e-06 0.00344228 0.000434631 0.0154948 0.0182422 -0.00505217 0.000283141 -0.0151596 -1.3731e-05 -0.0054807 0.00821215 -0.0125832 -0.00820358 4.20599e-06 0.0100056 -7.66555e-06 -0.00645507 8.61211e-06 -0.018494 -0.0158025 -0.021131 internal_weight=7809.26 21.0068 18.419 14.503 11.1511 6.98576 7788.25 41.8066 34.7456 9.27835 7.06099 25.4672 16.6686 8.79867 7746.44 25.3327 8.65222 16.6805 5.97175 7721.11 9.15403 7711.96 19.4212 7692.54 11.9427 3.91602 2.58777 internal_count=27017 192 146 106 74 43 26825 276 232 53 44 179 115 64 26549 172 69 103 44 26377 53 26324 88 26236 83 40 46 is_linear=0 shrinkage=0.03 Tree=1032 num_leaves=16 num_cat=0 split_feature=13 6 3 10 5 13 11 10 5 12 11 13 3 3 6 split_gain=0.334013 0.381477 1.71502 0.379857 1.36955 3.44682 6.92746 3.00306 2.83089 2.6723 1.40923 1.11571 1.07535 1.38617 1.094 threshold=6.1000000000000005 3.5000000000000004 1.3 -0.49999999999999994 2.2950000000000013 2.7000000000000006 -0.33333333333333309 -1.8333333333333328 2.2150000000000012 3.3000000000000007 1.5000000000000004 5.7000000000000011 3.7000000000000006 3.3000000000000003 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 8 7 -7 -6 10 -10 -1 12 13 -5 -14 right_child=-2 2 -4 11 5 6 -8 -9 9 -11 -12 -13 14 -15 -16 leaf_value=0.00045728156041929737 0.0059965248878822795 -0.015679863849220824 0.0058747192020250213 -0.00012555227001149116 0.019747652392405193 0.034374547648639675 0.00044373251002793136 -0.002480645856818447 0.0019019265540754556 -0.01489630898818119 -0.0028728010837829913 -0.012087208907061784 -0.0031603503329479424 0.0062399449325563012 -0.022640665025052964 leaf_weight=2455.900998968631 8.3549208641052228 6.7576570808887464 6.5351057946681976 6219.1041280403733 6.1921968236565581 9.0721169635653514 13.435111053287981 46.907284136861563 14.148403540253637 21.437143951654434 119.9571595788002 7.0094361901283255 8.7853394448757154 30.94212406873703 3.6819899789988986 leaf_count=7251 25 24 23 18631 20 31 57 205 52 79 369 21 60 127 42 internal_value=9.65491e-07 -4.61903e-06 -0.00508301 2.91798e-06 0.000301346 0.0042818 0.0141204 0.000111507 0.000186104 -0.00821752 0.0003022 -0.000124985 -0.000111596 -9.40386e-05 -0.00891349 internal_weight=8978.22 8969.87 13.2928 8956.57 2687.05 75.6067 22.5072 53.0995 2611.44 35.5855 2575.86 6269.52 6262.51 6250.05 12.4673 internal_count=27017 26992 47 26945 8064 313 88 225 7751 131 7620 18881 18860 18758 102 is_linear=0 shrinkage=0.03 Tree=1033 num_leaves=31 num_cat=0 split_feature=4 4 7 6 11 3 11 9 12 13 8 5 13 6 11 10 9 13 5 11 11 9 12 5 3 13 3 6 5 2 split_gain=0.305178 2.0179 3.35889 4.15896 6.0726 5.43447 3.67496 7.38272 4.69087 3.53771 4.29512 4.05716 2.66905 3.03138 4.2544 2.62422 6.98871 3.31956 2.57859 2.36226 2.21824 2.17651 1.96664 4.24737 4.65894 2.3258 3.71171 3.38666 1.59964 3.62158 threshold=1.3650000000000009 1.2550000000000006 1.5000000000000002 0.90000000000000013 -1.0000000180025095e-35 1.7000000000000004 -0.66666666666666619 5.9000000000000012 3.1000000000000005 2.7000000000000006 6.3000000000000016 1.5850000000000006 1.5000000000000002 0.70000000000000007 1.0000000180025095e-35 0.33333333333333326 5.9000000000000012 3.5000000000000004 1.9900000000000007 0.50000000000000022 0.33333333333333326 5.7000000000000002 3.5000000000000004 1.2550000000000006 2.5000000000000004 2.1000000000000005 0.90000000000000013 1.7000000000000004 1.3750000000000007 0.3000000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 7 8 -4 11 -11 -5 13 14 18 17 -17 -8 -1 -6 21 -15 25 -24 -25 27 -27 -14 29 -2 right_child=28 2 6 9 19 -7 15 -9 -10 10 -12 -13 22 20 -16 16 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=-0.011414918155050514 0.022526739410081858 -0.0079328172489915999 0.0081904506184449759 -0.00045741963471866367 0.015846217313277004 0.014358960255600066 0.003384169845286643 0.027157486715604098 -0.011483869023421679 0.00066441312006743926 0.017225291510562485 -0.0076110205496268358 0.0015788299800729162 0.0014688575991018196 0.0074194679500239405 0.010718908518172081 -0.010022201243794151 -0.0052008797358941367 0.0093181757307194205 0.0051086202486505441 -0.018004882017363725 -0.016435748290482246 -0.021421126406419421 0.011167819304287188 -1.4724986418906062e-05 0.0014187219853678663 -0.0015423104677080132 0.023910739461473027 0.00029246953008602982 -0.0010313241133130412 leaf_weight=29.703056693077087 5.8958658874034873 42.003173470497131 66.798805192112923 184.03363372385502 36.837341606616974 12.854899644851683 92.385411635041237 16.257589265704155 13.03513230383396 171.79661099612713 15.354244232177733 116.53718134015799 350.86598269641399 17.269405052065853 31.512669593095779 65.889666959643364 18.790586814284325 72.226221695542336 6.5980535149574271 36.92201940715313 20.388076543807983 9.4564471542835218 5.9783686846494666 55.390565410256386 84.966259151697159 538.18577239662409 1304.5583772137761 6.2200590670108786 2511.8434918038547 1516.009244306013 leaf_count=104 20 141 222 608 118 45 312 54 45 586 53 439 1173 58 104 215 65 247 25 119 75 38 24 195 347 1819 4491 21 9253 6001 internal_value=4.23812e-06 0.000212587 0.00137783 5.06383e-05 0.00484952 -0.00270918 0.00374623 0.00873057 0.00497807 -0.00121488 0.0020231 -0.00323101 -0.000242757 -0.00470654 -0.000645428 0.00182497 0.00611645 -0.00038267 -0.00764649 0.0104713 -0.0105519 -0.00486636 -2.40975e-05 0.00334354 0.00439837 -0.000248116 -0.000677521 0.00196783 -0.000172555 -0.00094006 internal_weight=7456.56 3422.82 961.723 616.339 128.617 54.8581 345.383 96.0915 79.8339 487.722 187.151 300.571 2461.09 114.928 67.8138 249.292 84.6803 164.612 36.3011 73.7594 47.1139 26.7259 2346.17 146.335 140.357 2199.83 1842.74 357.086 4033.75 1521.91 internal_count=27017 11743 3269 2109 423 186 1160 321 267 1686 639 1047 8474 404 233 839 280 559 129 237 171 96 8070 566 542 7504 6310 1194 15274 6021 is_linear=0 shrinkage=0.03 Tree=1034 num_leaves=27 num_cat=0 split_feature=10 8 11 11 4 4 6 6 2 11 3 7 10 12 3 4 11 6 3 9 12 8 6 9 13 3 split_gain=0.313653 2.36874 3.53575 2.74786 3.89016 3.70567 3.92037 2.55942 1.16967 0.954292 0.800937 0.420101 1.57219 1.25858 0.518806 0.509774 1.42252 1.41506 1.04146 0.782169 0.650905 0.650854 2.48321 0.509551 0.0554735 0.0021007 threshold=-2.1666666666666656 6.1000000000000005 1.1666666666666672 -0.66666666666666619 1.7300000000000004 1.7850000000000004 1.1000000000000003 0.70000000000000007 2.3000000000000003 -0.33333333333333309 1.5000000000000002 3.3000000000000003 -0.83333333333333315 2.9000000000000008 1.1000000000000003 2.7150000000000003 0.33333333333333326 1.3 2.3000000000000003 4.7000000000000002 6.5000000000000009 8.1000000000000014 1.9000000000000001 7.1000000000000005 2.3000000000000007 1.7000000000000004 decision_type=2 2 2 2 2 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 -5 -3 -7 24 -11 15 -13 14 -14 20 18 19 25 -18 21 23 -23 -2 -9 -17 right_child=11 7 -4 5 -6 8 -8 9 -10 10 -12 12 13 -15 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.016730093444119822 7.5601103606320595e-05 0.0077813159411279434 -0.019367983729912715 -0.0010339365817222156 0.013491552890363676 -0.017888965323618149 0.023223145102650857 -0.026323002060834592 0.0038855383247837932 -0.018639826944124881 -0.002834878202890293 0.013093308009238932 -0.019526248251914399 0.0056354062322523917 -0.0064502568666766269 -0.020966254510867598 0.0086350277365045257 0.018754328074792999 0.00291373544427628 -0.011209574202333808 0.0095884905826862255 0.00048588094424610416 0.01280493182421503 -0.00075291490206166097 -0.021030121250854593 -0.022177968709844054 leaf_weight=10.731771625578405 6817.2367843333632 5.8081142231822041 6.5157052204012862 9.3287944719195384 5.9633763059973708 4.8045727871358377 16.786706656217575 3.5297291353344979 4.1278600469231606 5.1211515888571686 6.6109097711741924 3.6954161450266865 6.3703819811344129 4.0330457575619212 4.7799035534262657 3.7411549938842681 2.6555856466293317 3.228890996426343 2.2000590860843658 5.4686735421419144 6.4168026596307746 106.51658780314028 17.089233554899693 740.66442472115159 3.5995412962511182 1.9634898900985716 leaf_count=37 23510 30 27 36 26 23 56 17 24 32 29 15 33 28 21 70 22 17 13 39 25 511 59 2277 24 16 internal_value=-5.15691e-06 -0.00184033 0.00145902 0.00408164 -0.00593516 0.00885316 0.0145582 -0.00963198 -0.00782652 -0.0149942 -0.00973388 1.4541e-05 -0.00445518 -0.00872624 -0.0139208 2.54896e-05 -0.00484938 0.0019541 -0.0146209 -0.00472295 3.77009e-05 2.97226e-05 0.00218906 -5.59238e-06 -0.0236506 -0.0213833 internal_weight=7808.99 82.9282 58.2588 51.7431 16.6951 35.0479 26.1155 24.6694 8.93243 18.8613 11.7321 7726.06 18.8787 15.1833 11.1503 7707.18 19.2579 11.3532 7.9047 8.12426 7687.92 7681.51 123.606 7557.9 7.12927 5.70464 internal_count=27017 361 229 202 63 139 92 132 47 102 61 26656 97 82 54 26559 177 78 99 61 26382 26357 570 25787 41 86 is_linear=0 shrinkage=0.03 Tree=1035 num_leaves=18 num_cat=0 split_feature=4 5 4 9 5 7 0 11 4 9 11 5 11 10 2 12 12 split_gain=0.328421 0.844779 0.483935 0.329231 2.74048 2.58558 4.02148 3.05112 2.50952 3.48961 2.73442 0.770896 3.19299 4.20175 3.33937 1.35336 1.58912 threshold=2.975000000000001 1.7250000000000003 2.8750000000000004 7.9000000000000012 1.6250000000000002 1.3 525.00000000000011 0.33333333333333326 1.4650000000000005 8.7000000000000011 0.33333333333333326 1.7650000000000006 -1.0000000180025095e-35 1.8333333333333339 0.70000000000000007 5.5000000000000009 4.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 11 8 6 -6 -7 9 -5 -10 15 14 -14 -13 16 -1 right_child=1 -3 -4 4 5 7 -8 -9 10 -11 -12 12 13 -15 -16 -17 -18 leaf_value=-4.5770514716210223e-05 0.0029348107223936448 -0.011596730134546637 0.007949497269241098 -0.0054318453612375106 -0.0088081233313218998 0.0068561824638363579 0.0016212769638466182 -0.0051501378458511686 0.018744150261797429 0.019039873638978723 -0.0035929447271513056 0.0051207803926174977 0.0020259603430435365 -0.010081777297646375 -0.0018657276963300294 0.011262931530486166 -0.0030712445301072093 leaf_weight=6923.7731601893902 7.0146574154496175 7.3975032716989517 6.9012682586908332 26.169496119022369 89.534500379115343 45.704460486769676 52.954022955149412 32.663387954235077 16.977671831846241 6.5586843639612189 6.9520549178123465 69.488013247027993 949.37303501553833 26.516131892800331 540.52865009009838 9.4227778837084752 159.85503417626023 leaf_count=20020 28 23 29 77 377 148 212 107 49 20 20 265 3189 85 1801 39 528 internal_value=1.0791e-06 -0.00452397 8.3549e-06 2.23597e-06 -0.00101494 -0.0025249 -0.00493217 0.001852 0.00487102 -0.000527745 0.0122548 3.47606e-05 0.000632708 0.00169698 -0.00106988 -9.89321e-05 -0.000114046 internal_weight=8977.78 14.4122 8963.37 8956.47 277.514 220.856 142.489 78.3678 56.6579 32.7282 23.9297 8678.96 1585.91 975.889 610.017 7093.05 7083.63 internal_count=27017 51 26966 26937 1010 844 589 255 166 97 69 25927 5340 3274 2066 20587 20548 is_linear=0 shrinkage=0.03 Tree=1036 num_leaves=19 num_cat=0 split_feature=2 12 4 2 5 4 8 11 7 8 9 8 2 4 11 2 0 4 split_gain=0.296818 0.884755 0.597905 0.550911 2.12258 1.32868 1.6874 1.24499 1.95793 3.12256 3.04188 0.578016 0.561419 3.65897 2.30072 0.913312 3.2996 0.587586 threshold=3.9000000000000004 5.5000000000000009 2.7850000000000006 3.3000000000000003 1.5850000000000006 2.745000000000001 5.3000000000000016 0.83333333333333337 1.5000000000000002 5.7000000000000002 4.3000000000000016 0.70000000000000007 3.1000000000000005 1.9250000000000003 0.50000000000000022 2.9000000000000004 575.00000000000011 2.6350000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 11 7 6 -6 8 9 -5 -10 -1 15 -14 -15 17 -17 -13 right_child=1 2 -4 4 5 -7 -8 -9 10 -11 -12 12 13 14 -16 16 -18 -19 leaf_value=-0.0095399691244537621 -0.021799769531527284 0.011597239519849851 -0.0084178154080608442 -0.0045352865874062334 -0.00013039531380499398 0.0088482593956799478 -0.023843787316699335 0.021582956007894245 0.014208790336667713 0.029563162162180513 -0.022575758560527265 -2.9523052004638794e-05 -0.024692143794887531 -0.0058195399371173762 0.013141004016541431 -0.0029243218487829165 0.011863533975570823 0.004412208824422257 leaf_weight=5.7219012305140486 2.2316361460834733 2.454389501363039 2.9671564977616072 4.3494668975472504 6.0504756942391378 4.3753952458500853 4.8780431263148785 5.5974924787878981 3.7759271040558797 5.4402246475219727 4.3589383698999882 7291.4159642122686 6.1767498776316669 15.761059056967499 9.0768059715628606 29.517905585467815 25.150198422372341 26.903508901596069 leaf_count=29 26 24 19 21 31 19 31 26 20 27 33 26183 29 83 43 125 122 126 internal_value=3.96368e-06 -0.00590107 0.000643205 1.00309e-05 0.00357426 -0.00512191 -0.0107151 0.00923217 0.00537526 0.0144135 -0.00550163 -8.64517e-06 -1.27925e-06 -0.0040291 0.00110944 1.56639e-05 0.00387887 -1.31944e-05 internal_weight=7456.2 7.65318 5.42155 7448.55 38.826 15.3039 10.9285 23.522 17.9246 9.78969 8.13487 7409.72 7404 31.0146 24.8379 7372.99 54.6681 7318.32 internal_count=27017 69 43 26948 208 81 62 127 101 48 53 26740 26711 155 126 26556 247 26309 is_linear=0 shrinkage=0.03 Tree=1037 num_leaves=23 num_cat=0 split_feature=12 5 5 5 13 9 4 3 9 5 0 10 0 10 4 4 5 10 13 5 5 11 split_gain=0.316915 3.37357 4.6602 3.60312 4.4626 1.76618 1.22397 0.661268 1.51198 0.658007 3.74587 2.19329 1.39731 1.34882 1.83169 1.23813 1.03936 2.56267 0.689157 0.623994 0.671653 0.494671 threshold=0.90000000000000013 1.3750000000000007 1.2450000000000008 0.97000000000000031 2.7000000000000006 3.9000000000000004 1.1550000000000007 1.0000000180025095e-35 4.3000000000000016 0.76500000000000024 350.00000000000006 -1.0000000180025095e-35 200.00000000000003 -1.1666666666666663 1.2850000000000008 1.2150000000000005 0.78500000000000025 -0.33333333333333331 3.1000000000000005 0.79500000000000004 0.87000000000000033 0.33333333333333326 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 5 -5 -1 -6 8 -2 10 11 12 -9 -12 -15 -13 17 -11 -19 21 -21 -18 right_child=7 -3 -4 4 6 -7 -8 9 -10 16 13 15 -14 14 -16 -17 19 18 -20 20 -22 -23 leaf_value=0.0029951522599193153 0.0059521331223479435 -0.013585473568311151 0.02685688940381736 0.008949389814564241 -0.0093412553368407737 0.022025110253675585 -0.026957514585951733 0.00037241594475999194 -0.023173070141227936 0.02340691191026098 0.0075102437061654219 0.0046471847364976523 0.020724375824327575 -0.019969397383554882 -0.005389189158069475 -0.010509923998698559 -0.014304514739057528 -0.0089645391244375129 0.0062568798991872289 0.0024202344346246378 -2.7295620750852124e-05 -0.00070199693081024863 leaf_weight=9.3674311637878436 2.9993406273424617 10.213098853826521 7.6703248918056479 10.780017867684366 8.8034649491310102 8.2596545368432981 5.9479286074638358 4.6493083462119076 3.4486459996551275 5.8892326727509525 3.6468434259295455 10.932245016098024 8.7504477091133595 13.774742409586908 17.744016092270613 8.7186534404754621 4.9085296466946584 5.2680998221039754 5.4427992701530457 102.27728278748691 7544.4354865401983 4.719720184803009 leaf_count=31 19 31 23 35 28 28 22 21 27 26 21 37 39 69 110 45 21 22 21 430 25892 19 internal_value=-5.02545e-06 0.00214813 0.0053095 0.00148 -0.00572245 0.0119122 -0.0164443 -2.19897e-05 -0.00962521 -1.39907e-05 -0.00294739 0.00430402 0.0136629 -0.00976268 -0.0117612 -0.00207768 1.20886e-05 0.00751064 -0.0012297 -4.16941e-06 5.44089e-06 -0.00763663 internal_weight=7808.65 61.0419 50.8288 43.1585 25.5314 17.6271 14.7514 7747.61 6.44799 7741.16 68.2163 33.0507 13.3998 35.1656 31.5188 19.6509 7672.94 16.6001 10.7109 7656.34 7646.71 9.62825 internal_count=27017 198 167 144 85 59 50 26819 46 26773 342 142 60 200 179 82 26431 69 43 26362 26322 40 is_linear=0 shrinkage=0.03 Tree=1038 num_leaves=19 num_cat=0 split_feature=13 5 0 4 7 8 7 13 5 3 8 12 0 5 7 2 4 4 split_gain=0.328225 3.18803 2.04893 2.15646 3.0074 1.46208 0.565028 0.623418 3.17672 4.06142 3.06076 1.801 1.65304 0.43348 1.5459 0.447382 4.0909 0.668901 threshold=5.3000000000000016 1.6500000000000004 350.00000000000006 1.2350000000000005 2.9000000000000004 4.1000000000000005 3.5000000000000004 4.9000000000000012 1.6400000000000006 1.1000000000000003 4.5000000000000009 1.9000000000000001 525.00000000000011 0.54500000000000015 1.3 0.3000000000000001 1.2650000000000008 0.68500000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 5 -4 -5 -2 7 13 9 11 -10 -9 -11 14 -1 16 -15 -17 right_child=1 -3 3 4 -6 -7 -8 8 10 12 -12 -13 -14 15 -16 17 -18 -19 leaf_value=-0.0053527254508059455 0.0064933720048018263 -0.014281199422861972 -0.010176555386397378 -0.0056042065456402375 0.018003272965615907 0.023228574987577213 -0.0069482608541257089 -0.0066233061932973406 -0.0048198459096785917 -0.021923476569933244 0.024309205295877566 0.0066637109684940634 -0.0042951802455326836 0.00086532654149179685 0.012833089764748886 -0.0038224421891927558 -0.011726898624713765 5.3677453340252397e-05 leaf_weight=7.5390848517417934 13.222835317254068 8.9812528789043409 11.368439018726351 9.6523435711860675 9.7749093174934369 7.2880573868751517 10.561899393796919 17.664133697748184 6.133919805288313 14.485885679721834 6.8968512713909149 19.118286833167076 7.1506852209568015 116.66684036329389 9.5179780423641187 40.256006792187691 28.989317186176777 8632.6242840476334 leaf_count=24 39 27 33 28 29 22 33 52 20 44 20 54 21 375 35 130 97 25934 internal_value=1.35783e-06 0.00220748 0.00509383 0.000201167 0.006274 0.0124398 -1.35567e-05 -5.33361e-06 -0.00279635 -0.00578392 0.0105974 0.000282846 -0.0160975 1.72361e-05 0.00479511 7.99466e-06 -0.00164085 3.56861e-05 internal_weight=8977.89 60.2878 51.3066 30.7957 19.4273 20.5109 8917.61 8907.04 71.4498 58.419 13.0308 36.7824 21.6366 8835.59 17.0571 8818.54 145.656 8672.88 internal_count=27017 178 151 90 57 61 26839 26806 211 171 40 106 65 26595 59 26536 472 26064 is_linear=0 shrinkage=0.03 Tree=1039 num_leaves=31 num_cat=0 split_feature=8 13 10 12 6 6 3 0 11 3 7 12 4 8 5 5 11 5 5 11 13 11 10 9 13 7 5 4 9 11 split_gain=0.30068 1.41346 2.74061 2.35793 5.72262 1.4922 2.54683 1.57209 2.78054 3.93682 2.79982 2.29702 2.39326 0.991845 3.09601 2.27737 3.48997 2.82624 2.27705 3.30849 3.92467 2.46223 3.01058 2.61882 2.16194 0.88075 3.03199 6.52386 4.28558 7.45485 threshold=6.3000000000000016 4.3000000000000016 0.50000000000000022 2.7000000000000006 2.3000000000000003 2.5000000000000004 1.3 475.00000000000006 0.50000000000000022 0.70000000000000007 1.7000000000000004 1.3000000000000003 1.5850000000000006 5.9000000000000012 0.94500000000000017 0.90500000000000014 0.33333333333333326 0.79500000000000004 1.1450000000000007 -0.33333333333333331 2.9000000000000008 0.50000000000000022 -0.49999999999999994 5.1000000000000005 1.9000000000000001 1.5000000000000002 1.2350000000000008 1.3850000000000007 3.9000000000000004 0.83333333333333337 decision_type=2 2 2 2 2 2 2 2 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 5 3 4 -3 7 -7 8 10 -10 -2 -9 -13 25 15 16 17 -15 19 20 -16 23 -23 -20 -21 -1 27 -27 29 -28 right_child=1 2 -4 -5 -6 6 -8 11 9 -11 -12 12 -14 14 18 -17 -18 -19 21 24 -22 22 -24 -25 -26 26 28 -29 -30 -31 leaf_value=0.00025178739104034139 0.0011727377295513435 0.020939921339287536 -0.0086520599841336653 0.02285644892586583 -0.015633261258453168 0.0058676000759036286 -0.019929981465643547 -0.012822626134501299 0.015518500911191275 -0.0063763123858023652 -0.0055166583165310364 0.0040025719638678197 -0.00041623459054056407 0.02745334050650635 -0.0061379754757422472 0.025499190773775604 -0.014791506268550914 0.00025507862495570015 0.0063618218913901363 0.0038155512026747059 0.018126571920739541 0.0054397693980462224 -0.0046076183333301777 0.00051630026143718822 -0.014864062640353733 0.00023302754058084226 0.001205445752653694 -0.0057231546662635385 -0.00051142669709702143 0.013728153179488523 leaf_weight=3735.6351505760103 262.95009512454271 8.1344656720757502 8.9046690464019758 9.1337549984455091 7.3112154677510253 5.5420638695359221 9.0985581353306753 11.272720441222189 7.8061094470322123 138.99978852272034 71.657508984208107 155.16184163093567 381.63106180168688 6.875239193439489 15.084286816418173 7.3868980184197417 5.3056011050939551 6.8787584528326988 127.62674328684807 7.0738273710012427 9.9609734714031202 37.409822355955839 94.998168420046568 150.09822843968868 26.341676779091358 413.71251536905766 217.1066597700119 275.86400469392538 1187.9052571244538 53.284988671541214 leaf_count=13081 1017 32 40 38 27 21 35 45 31 559 308 568 1786 24 61 28 22 28 459 29 37 142 353 544 103 1417 740 1100 4165 177 internal_value=3.67221e-06 -0.000459826 0.00560739 0.0107733 0.003628 -0.000654397 -0.0101646 -0.000519149 -0.00177001 -0.0052121 -0.000259822 0.000579588 0.000861037 8.19764e-05 0.00137165 0.0113582 0.00587762 0.0138507 0.000808029 -0.00473108 0.00351249 0.00159758 -0.00176888 0.00320257 -0.0109097 -2.65372e-05 -0.000510606 -0.00214973 0.000264479 0.00367325 internal_weight=7456.15 1077.6 33.4841 24.5794 15.4457 1044.12 14.6406 1029.48 481.414 146.806 334.608 548.066 536.793 6378.55 495.04 26.4465 19.0596 13.754 468.594 58.4608 25.0453 410.133 132.408 277.725 33.4155 5883.51 2147.87 689.577 1458.3 270.392 internal_count=27017 4507 137 97 59 4370 56 4314 1915 590 1325 2399 2354 22510 1830 102 74 52 1728 230 98 1498 495 1003 132 20680 7599 2517 5082 917 is_linear=0 shrinkage=0.03 Tree=1040 num_leaves=11 num_cat=0 split_feature=5 12 0 12 8 12 2 11 2 11 split_gain=0.313824 0.343178 1.24155 0.541054 1.36818 0.436939 2.29935 0.4021 1.7599 0.834424 threshold=3.2350000000000008 6.3000000000000016 525.00000000000011 5.9000000000000012 5.3000000000000016 5.700000000000002 2.7000000000000006 -1.8333333333333328 1.9000000000000001 -1.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 7 -7 8 -1 -9 right_child=-2 2 -4 4 -6 6 -8 9 -10 -11 leaf_value=0.0025006417158326784 -0.006717276329619686 -0.0035744855882208298 0.015753513595939034 0.0044312570612316448 -0.017163689030645059 0.020848243583796774 -0.0064328022215192964 -0.0020008714778077534 -0.0054071401148758115 8.7435347213853147e-06 leaf_weight=169.92840462177992 6.2639543116092673 6.7051444947719556 5.4000470414757729 5.0825252234935743 5.495491124689579 5.0802861750125867 6.1422542557120323 190.76118353568017 29.766050327569246 7377.9072365099564 leaf_count=518 21 28 22 19 30 16 30 631 122 25580 internal_value=-5.06766e-06 3.21152e-07 0.00504761 -7.52187e-06 -0.00678775 1.69731e-06 0.00591694 -6.84813e-06 0.00132192 -4.19069e-05 internal_weight=7808.53 7802.27 12.1052 7790.16 10.578 7779.59 11.2225 7768.36 199.694 7568.67 internal_count=27017 26996 50 26946 49 26897 46 26851 640 26211 is_linear=0 shrinkage=0.03 Tree=1041 num_leaves=23 num_cat=0 split_feature=9 5 5 11 7 0 2 3 13 5 5 11 11 12 5 0 6 7 7 10 10 12 split_gain=0.328772 0.376669 2.36305 2.15546 2.51911 2.15642 1.6963 1.69346 1.67841 3.07034 2.21269 1.78167 3.2498 2.41504 1.31063 2.46668 2.18895 2.07305 0.759862 2.4155 0.753968 0.587061 threshold=10.500000000000002 2.1250000000000009 2.1550000000000011 -1.1666666666666663 1.1000000000000003 350.00000000000006 1.3 3.5000000000000004 1.3000000000000003 2.2350000000000008 2.4250000000000012 2.1666666666666674 3.1666666666666674 6.1000000000000005 2.0250000000000008 525.00000000000011 0.70000000000000007 0.70000000000000007 0.3000000000000001 0.83333333333333337 -3.1666666666666661 3.7000000000000006 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 7 3 -3 5 -5 -6 14 9 21 -11 13 -13 -10 18 16 -16 -17 19 -1 -20 -4 right_child=-2 2 8 4 6 -7 -8 -9 11 10 -12 12 -14 -15 15 17 -18 -19 20 -21 -22 -23 leaf_value=-0.0003242202686137119 -0.0069662596609425332 0.020341160256203465 0.025422138226921916 0.012002211026899549 0.0028421665193628953 -0.0096608285139458058 0.016860063589406254 0.014592822733942121 -0.00068158086160721005 -0.0075520588756806915 0.0097374587932489761 0.013457052681858298 -0.013008813759770936 -0.018638231435494743 0.0086955407834671573 -0.019136302812478037 -0.001891894193287526 -0.004845108845609316 -0.0092240612167231659 -0.012003578207916522 4.5374265066509347e-05 0.012257503216751038 leaf_weight=83.448510482907295 6.09171587973833 8.5158484578132612 5.7523277401924116 5.6306294351816204 16.3689398765564 15.575523056089876 14.788295090198515 7.1097521036863318 383.95533139258623 14.638259738683702 12.225903782993553 18.413400441408161 5.4003341756761065 6.8613476753234854 20.344836637377739 11.659143149852751 129.09424656629562 42.197999984025955 7.9051576256752005 19.699410617351532 8135.0220542885363 6.4862937480211258 leaf_count=286 31 31 20 20 52 58 48 27 1536 55 47 75 26 38 62 56 463 148 24 65 23827 22 internal_value=8.34775e-07 5.5657e-06 0.000793578 0.00634345 0.00406701 -0.00390889 0.00949554 -4.23882e-05 4.89288e-05 0.00599043 0.000316415 -0.0005114 0.00745528 -0.000996836 -5.4703e-05 -0.00243433 -0.000450507 -0.00793891 3.96357e-06 -0.00255477 3.63755e-05 0.0184451 internal_weight=8977.19 8971.09 514.612 60.8792 52.3634 21.2062 31.1572 8456.48 453.733 39.1028 26.8642 414.63 23.8137 390.817 8449.37 203.296 149.439 53.8571 8246.08 103.148 8142.93 12.2386 internal_count=27017 26986 2028 209 178 78 100 24958 1819 144 102 1675 101 1574 24931 729 525 204 24202 351 23851 42 is_linear=0 shrinkage=0.03 Tree=1042 num_leaves=31 num_cat=0 split_feature=12 5 5 6 4 4 13 8 7 2 4 13 8 8 5 6 4 5 5 9 12 3 9 11 8 13 4 8 10 13 split_gain=0.292475 1.44562 4.51664 3.63122 3.07834 2.86229 3.55533 2.34703 2.08214 2.21765 2.62876 2.60469 2.11725 4.16102 2.8833 1.86823 1.78361 1.447 2.47285 1.33754 0.968737 3.64493 3.01364 2.59756 5.19668 3.32979 2.20775 2.66162 3.13249 1.57876 threshold=2.1000000000000005 1.1350000000000005 1.1150000000000009 1.9000000000000001 1.7650000000000006 0.99000000000000055 4.5000000000000009 4.5000000000000009 3.1000000000000005 0.3000000000000001 1.4050000000000007 1.9000000000000001 3.9000000000000004 3.7000000000000006 1.8450000000000004 0.50000000000000011 1.0550000000000004 0.87000000000000033 0.94500000000000017 4.9000000000000012 2.5000000000000004 1.9000000000000001 2.3000000000000003 0.33333333333333326 3.3000000000000003 3.3000000000000007 1.2550000000000006 4.3000000000000016 -1.0000000180025095e-35 3.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 16 5 6 -1 -5 9 10 11 -3 13 -11 -14 -7 -4 -6 -19 -18 21 22 29 24 -24 -25 27 -23 -29 -2 right_child=20 8 3 7 17 15 -8 -9 -10 12 -12 -13 14 -15 -16 -17 19 18 -20 -21 -22 26 23 25 -26 -27 -28 28 -30 -31 leaf_value=-0.0053438613248493446 -0.0025409546002386663 -0.017034344248454791 0.016629800119025581 0.011542323381164475 -0.020155507737000151 -0.0078422472040529084 0.014621862870183015 0.036858793258804527 -0.015590696874440008 -0.00070288423596360269 0.020473072261050985 0.0037126827920485185 -0.0021922562913265489 0.007143563878205631 0.0057248419818952574 0.0019813618368321505 -0.0040237430656799014 0.012483508881518697 -0.011359387906865004 0.0091426087346309689 -0.00011496037964419046 -0.013481339056366962 -0.0060432371710724894 0.0015032915919718174 0.001115805554116598 0.0071990876022862598 -0.020920261209508646 -0.010941323798188527 0.018934858824854007 -0.020333545069393107 leaf_weight=101.06862828880548 9.2904375717043894 5.8639528304338446 8.6628247648477537 7.3536601662635785 8.1499570980668086 18.105921648442745 8.7195028811693174 5.9724951684474945 8.5539285689592344 319.23796825110912 7.785018026828765 76.431321293115616 896.70447441190481 75.144825354218483 43.403858512639999 462.14578413963318 17.752842754125599 5.2767179906368282 15.169552229344843 11.405506506562231 3985.5169237870723 13.36185494810343 104.25745471566916 352.39476996660233 731.73157154768705 125.19090060889721 9.6278625279664976 5.6829774677753448 7.110289514064787 8.6832161396741849 leaf_count=354 34 21 29 23 46 65 29 20 34 1060 25 254 3133 241 158 1573 62 22 66 39 14999 51 360 1213 2564 429 35 21 25 32 internal_value=3.65742e-06 -0.000296122 0.000854449 0.00942222 0.000146086 0.000611968 -0.00375816 0.0228886 -0.000833851 -0.000745243 0.0038106 0.00223435 -0.00105277 0.000792161 -0.00182673 0.001611 0.00467739 -0.00946668 -0.00520608 0.00112637 0.000121428 0.000810457 0.00106437 0.00123132 0.000222991 0.00299635 -0.00863819 -0.00411708 0.00566337 -0.0111367 internal_weight=7455.76 2102.91 669.783 51.1473 618.636 590.04 109.788 13.3262 1433.13 1424.57 90.0803 82.2953 1334.49 394.383 940.108 480.252 37.8212 28.5962 20.4463 29.1583 5352.85 1367.33 1331.55 1313.57 835.989 477.586 35.783 26.1551 12.7933 17.9737 internal_count=27017 7254 2328 173 2155 2021 383 43 4926 4892 300 275 4592 1301 3291 1638 130 134 88 101 19763 4764 4632 4566 2924 1642 132 97 46 66 is_linear=0 shrinkage=0.03 Tree=1043 num_leaves=31 num_cat=0 split_feature=0 8 5 7 5 9 2 12 4 2 13 12 11 7 11 8 6 0 4 9 11 4 4 11 3 13 2 4 6 5 split_gain=0.312377 1.47272 1.40227 2.3595 4.86703 2.75426 1.77757 4.83643 3.76985 1.60286 4.22695 2.64423 3.23721 2.75206 2.62853 2.18283 1.38211 1.36755 2.57113 2.40458 3.60823 2.22164 3.34855 1.73373 2.15433 2.15416 2.21529 1.40821 2.16412 3.29617 threshold=575.00000000000011 2.1000000000000005 1.2250000000000008 1.3 1.1050000000000006 2.9000000000000004 1.3 2.1000000000000005 1.5350000000000008 0.90000000000000013 1.7000000000000004 1.9000000000000001 0.33333333333333326 0.50000000000000011 1.1666666666666672 5.1000000000000005 1.7000000000000004 525.00000000000011 0.73500000000000032 2.3000000000000003 0.33333333333333326 2.055000000000001 1.6000000000000008 1.0000000000000002 0.90000000000000013 4.9000000000000012 2.7000000000000006 1.2250000000000005 1.3 2.1050000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 -2 3 4 5 -3 7 -5 -8 10 15 12 -11 -13 -12 -4 -6 23 -19 20 -20 22 -21 27 -25 26 -26 28 -1 -30 right_child=1 2 9 6 16 -7 8 -9 -10 11 14 13 -14 -15 -16 -17 -18 18 19 21 -22 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=-0.00039974785621895462 -0.013149775613952428 0.0176252434408537 0.02482876305654538 0.0018067338604780567 -0.0092079118785969652 -0.0018512226013079301 0.013828298542624528 -0.014828823056627305 -0.00082892138943325934 -0.0012773950828953837 0.00057831498660288817 -0.0053670417290323869 -0.024363723141342403 0.0012032285125184732 0.0099379543887773043 0.0057829680501900269 -0.021019059547858168 -0.016078230815995749 -0.0031736176722450666 -0.0017138026748637809 0.027035172392430334 -0.015895539398861767 0.0033994417898407462 -0.010483075677691427 -0.0015963237616311299 0.013731755989650639 0.0095563993760267966 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-0.0125485 -8.80139e-05 -0.00111421 -0.000958255 0.0112705 -0.00113859 -0.000998484 9.53774e-05 -0.00140705 -0.0010595 -0.00128091 0.000282558 0.00102307 0.00189281 internal_weight=7808.27 1268.31 1261.16 254.726 97.165 53.2058 157.561 88.7454 68.8153 1006.43 246.084 760.347 23.8239 736.523 224.373 21.7107 43.9592 6539.96 991.554 981.326 14.2614 967.065 957.97 5548.41 614.671 592.001 583.27 4933.74 1573.93 976.818 internal_count=27017 5157 5133 1289 490 270 799 337 462 3844 730 3114 82 3032 664 66 220 21860 3307 3275 54 3221 3177 18553 2019 1928 1903 16534 4797 2909 is_linear=0 shrinkage=0.03 Tree=1044 num_leaves=31 num_cat=0 split_feature=13 9 0 3 10 8 5 4 3 8 12 7 0 7 8 6 5 4 3 4 11 3 3 5 2 5 4 8 6 4 split_gain=0.326712 1.65963 2.39343 1.38187 2.28574 2.08521 1.77488 2.37895 2.84046 2.04988 2.65716 2.22785 2.00544 1.47265 1.37788 0.907306 1.68112 2.94857 1.8846 1.31182 0.758167 3.10837 2.21974 4.91639 3.16362 2.01404 0.862104 0.781413 1.66785 3.21996 threshold=1.7000000000000004 2.7000000000000006 475.00000000000006 1.1000000000000003 1.5000000000000004 5.5000000000000009 2.1050000000000009 1.8900000000000006 2.5000000000000004 7.1000000000000005 3.9000000000000008 0.90000000000000013 875.00000000000011 1.3 4.3000000000000016 0.3000000000000001 1.6900000000000006 1.1850000000000007 0.70000000000000007 1.4850000000000005 -1.4999999999999996 2.7000000000000006 2.1000000000000005 2.1550000000000011 2.7000000000000006 2.3950000000000009 1.4550000000000007 1.9000000000000001 1.9000000000000001 0.80000000000000038 decision_type=2 2 2 2 2 2 2 2 2 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 13 -6 9 8 -8 11 -11 -5 -9 14 -3 16 17 -2 -19 -20 21 22 24 -24 -17 26 -23 28 29 -22 right_child=15 3 -4 6 5 -7 7 12 -10 10 -12 -13 -14 -15 -16 20 -18 18 19 -21 27 25 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.004166336257678491 -0.022766928040737062 -0.0025205401387453186 0.017158710256960683 -0.00041762899104201377 0.0013063811162527619 0.023291961408383181 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7.5855890884995452 6.82234002649784 4.7243634629994622 5.9905695095658302 7570.5890616551042 17.677405659109354 19.996964029967785 leaf_count=24 11 227 37 1212 23 29 145 107 135 101 63 358 22 24 540 875 28 24 17 66 40 22 99 32 24 26 26 22558 58 64 internal_value=9.38691e-07 -0.000521877 0.0081592 -0.000700989 0.00106359 0.0122495 -0.00144982 0.00210417 -0.00149325 -0.00213001 -0.00777542 -0.00154081 0.00771091 0.000407757 0.000785235 6.35921e-05 0.00451264 0.00147368 0.00480923 0.000836256 4.06956e-05 0.00139773 0.00200012 0.00875975 0.00112711 -0.0117181 -0.0188515 -2.23546e-05 -0.00374846 -0.00776777 internal_weight=8976.66 960.629 19.4195 941.21 280.418 15.5305 660.792 106.152 64.6626 554.64 52.4163 502.224 41.489 264.887 257.553 8016.03 41.0424 32.8203 28.8504 22.744 7974.99 354.08 338.532 38.721 299.811 15.5483 10.8239 7620.91 50.3195 32.6421 internal_count=27017 3047 61 2986 843 52 2143 409 280 1734 164 1570 129 791 767 23970 146 118 107 83 23824 1104 1030 131 899 74 48 22720 162 104 is_linear=0 shrinkage=0.03 Tree=1045 num_leaves=31 num_cat=0 split_feature=0 10 12 2 5 7 8 11 12 4 13 8 0 0 8 11 7 2 11 5 13 7 13 4 0 12 12 5 8 5 split_gain=0.291513 3.59821 2.79616 2.76633 2.5918 2.04049 3.43082 2.43878 1.00491 1.54116 1.93246 3.60565 2.54217 1.09175 3.5434 4.88758 5.13441 3.7657 2.79998 4.94187 3.31466 1.40852 3.76516 6.50999 3.37037 4.43299 4.418 2.46321 0.920236 0.137924 threshold=200.00000000000003 -2.1666666666666656 4.9000000000000012 2.7000000000000006 1.4650000000000007 1.3 2.9000000000000004 1.8333333333333337 0.90000000000000013 1.3950000000000007 3.9000000000000008 4.3000000000000016 525.00000000000011 350.00000000000006 5.7000000000000002 0.33333333333333326 2.5000000000000004 1.9000000000000001 -0.33333333333333331 1.0250000000000006 2.7000000000000006 1.3 3.3000000000000007 1.5850000000000006 475.00000000000006 2.1000000000000005 1.1000000000000003 1.2650000000000006 5.3000000000000016 1.1050000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 -1 6 -3 -7 9 10 11 12 -2 14 15 17 -17 -10 20 -20 -16 22 27 -24 25 -23 -26 -15 -5 -13 right_child=8 2 -4 28 -6 7 -8 -9 13 -11 -12 29 -14 21 18 16 -18 -19 19 -21 -22 24 23 -25 26 -27 -28 -29 -30 -31 leaf_value=0.001680095645020731 -0.012294628008484453 -0.010491579210245816 0.01920521638069245 -0.0065242696021242039 0.030020091649207339 0.0017091349249841394 -0.00035400806363027499 -0.012342266725905012 -0.0028648342800199236 0.010114363028005951 0.0042932681970349268 -0.019361208064081571 0.012606873573296942 0.0021668456352349863 -0.0051194415995043877 0.0020389021310303424 0.01884908312066649 0.0056357688734855645 0.0099221713230314857 -0.0081498938009421772 0.0063557124734692633 -0.0067929039643805575 0.0021645405086646204 0.017410637713305394 0.011528174107949641 -0.00055254343190852474 -2.4834398772817694e-05 -0.00021219858135379996 -0.025240812077471059 -0.025957958940375472 leaf_weight=5.3896559029817563 8.3346789330244082 31.197124287486076 6.9674824252724639 4.6617334038019163 6.2982460856437683 671.83874908834696 813.59932643175125 11.303733527660368 409.87893676757812 5.510793685913085 10.109131187200544 4.6964799314737302 6.6206990480422965 503.65895825251937 49.401663780212402 290.90016010403633 17.326649487018585 52.962079659104347 15.035549730062483 144.45940842106938 41.844348095357418 157.01638862490654 136.61028098315001 30.909175381064415 30.260058030486107 294.81840114295483 1919.8932700753212 1761.8498916570097 4.7971388921141624 7.2649900317192078 leaf_count=21 31 116 26 19 22 2340 2778 38 1452 19 35 20 23 1844 201 1020 61 204 66 583 163 544 463 107 104 1067 7186 6414 22 28 internal_value=3.5331e-06 0.000368795 0.000243294 0.000157359 0.0169516 0.000257485 -0.000728374 0.00147663 -9.28107e-05 -0.00468724 -0.00689025 -0.0110904 -0.00127081 -5.94424e-05 -0.000950419 5.70057e-05 0.00298387 -0.00189213 -0.00404841 -0.00644624 0.000142929 0.000128852 0.000637615 0.00497761 -0.000386485 -0.00272112 0.000154431 0.000316701 -0.0160165 -0.0233679 internal_weight=7455.42 1556.05 1544.37 1537.4 11.6879 1527.94 844.796 683.142 5899.36 42.5368 37.026 26.9168 14.9554 5856.83 1021.81 771.068 308.227 462.841 250.741 159.495 91.246 4835.02 2433.03 167.519 2401.99 451.835 1950.15 2265.51 9.45887 11.9615 internal_count=27017 5382 5339 5313 43 5272 2894 2378 21635 156 137 102 54 21479 3750 2737 1081 1656 1013 649 364 17729 8828 570 8901 1611 7290 8258 41 48 is_linear=0 shrinkage=0.03 Tree=1046 num_leaves=31 num_cat=0 split_feature=4 8 8 12 6 7 8 9 13 5 0 0 13 4 6 9 8 2 0 8 3 9 6 8 3 9 5 3 6 8 split_gain=0.314518 2.09017 1.97025 3.62875 2.93349 4.07119 2.41933 2.01052 2.71307 1.72919 1.67347 1.88388 1.80561 1.58511 3.84473 3.18925 5.17163 4.44595 4.15775 3.16959 2.01762 2.72091 1.93948 1.92504 1.79602 1.54987 3.19739 1.5294 1.51258 1.31716 threshold=1.3350000000000006 7.7000000000000002 6.9000000000000012 1.7000000000000004 0.90000000000000013 1.7000000000000004 6.3000000000000016 7.7000000000000002 1.9000000000000001 1.3750000000000007 725.00000000000011 925.00000000000011 1.5000000000000002 1.3750000000000007 2.3000000000000003 6.9000000000000012 5.3000000000000016 1.7000000000000004 525.00000000000011 4.3000000000000016 1.3 7.7000000000000002 3.1000000000000005 2.1000000000000005 1.3 3.1000000000000005 1.3950000000000007 1.1000000000000003 2.5000000000000004 4.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 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 -6 10 8 -8 -3 12 -12 -1 14 15 16 18 -18 -2 27 29 -22 23 -15 -21 26 -25 -16 -27 -17 right_child=13 9 3 4 5 -7 7 -9 -10 -11 11 -13 -14 22 19 20 17 -19 -20 24 21 -23 -24 25 -26 28 -28 -29 -30 -31 leaf_value=0.0030012877430920979 -0.0030418021030450154 0.0015411028517777223 0.020833452433748002 0.01867725833438131 -0.0094657209520007581 0.016599248452584425 0.0087288214402756869 -0.019489726861288532 -0.0056425614326299865 -0.018648444284010891 -0.017559845973291865 0.0037220800285100602 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leaf_count=497 488 22 37 24 67 24 45 22 271 31 41 26 9737 27 21 20 263 24 207 29 40 30 48 829 23 13485 204 23 382 30 internal_value=-4.45288e-06 -0.000216023 -0.000165946 0.00593346 0.00127184 -0.00296346 -0.000249541 -0.0047605 -0.00357661 -0.0109676 -0.000108844 -0.0097524 -6.19008e-05 0.000166906 0.00203752 0.00110223 0.00216355 0.00833933 -0.000346055 0.0119698 -0.00684205 -0.0013087 -9.88214e-06 -5.19748e-05 0.00315584 -8.3731e-05 -0.00255026 0.0220658 6.0657e-05 -0.0150216 internal_weight=7807.79 3493.95 3477.75 47.0193 35.8144 28.8052 3430.73 103.768 96.0478 16.1981 3326.96 16.1167 3310.84 4313.84 372.49 340.432 300.312 86.7739 213.538 32.0573 40.1203 23.9312 3941.35 3925.65 17.1153 3916.7 216.6 14.942 3700.1 16.1891 internal_count=27017 10844 10791 152 115 91 10639 338 316 53 10301 67 10234 16173 1198 1102 982 287 695 96 120 70 14975 14927 52 14900 1033 44 13867 50 is_linear=0 shrinkage=0.03 Tree=1047 num_leaves=31 num_cat=0 split_feature=9 9 10 6 3 8 10 5 4 11 2 11 10 4 0 8 4 7 2 5 4 5 8 6 9 4 5 7 4 13 split_gain=0.333182 1.5623 3.44304 4.16704 4.69077 4.14841 4.9997 6.04168 3.46394 3.32528 3.04087 2.92035 2.59792 2.31603 2.08975 3.26602 2.9864 3.79859 2.68251 2.87518 3.67453 3.39676 2.64506 1.52089 0.939443 3.16672 3.12959 2.7206 3.03248 3.78394 threshold=6.3000000000000016 6.7000000000000002 0.33333333333333326 1.9000000000000001 0.70000000000000007 4.5000000000000009 -0.49999999999999994 1.5550000000000008 1.0350000000000008 1.5000000000000004 0.50000000000000011 0.83333333333333337 -0.83333333333333315 1.1750000000000005 475.00000000000006 2.3000000000000003 0.99000000000000055 0.90000000000000013 0.3000000000000001 1.3350000000000006 1.2350000000000005 1.3850000000000005 4.3000000000000016 1.1000000000000003 5.3000000000000016 0.73500000000000032 1.4550000000000007 1.9000000000000001 1.2350000000000005 3.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=24 2 5 4 23 10 7 -7 -5 -6 -2 -8 -12 -10 15 -3 17 -17 -16 20 -20 -21 -18 -4 -1 26 -26 28 -27 -30 right_child=1 14 3 8 9 6 11 -9 13 -11 12 -13 -14 -15 18 16 22 -19 19 21 -22 -23 -24 -25 25 27 -28 -29 29 -31 leaf_value=-0.0001147840622740034 0.0076355315445796098 0.02105016588630584 -0.0046489493860564684 0.033464482565642301 -0.00010960733025008445 0.016197072245612804 -0.0025613371588676212 -0.0014483079614995781 -0.011494831853878664 0.018283606536113668 -0.016999140090383249 -0.014674843484718468 -0.0066989473906885425 0.011090337336778637 -0.016297063756160583 0.0071330819803225483 0.0056900376758374852 -0.014556341312669604 0.0092396718117038548 0.014309778952047894 -0.013089072511809588 -0.00055963641649380903 0.00059032715378302784 -0.022805131618692704 0.031853004865808401 -0.0021059047425361181 0.0044989047833051783 0.0031035491188806082 0.0016359608309931294 -0.0028260267163418124 leaf_weight=5510.401077169925 9.8245777487754804 7.6639578305184832 6.9921568855643299 5.2654092460870734 122.63554713129997 27.043280526995659 76.637852869927883 49.300859674811363 5.0317305289208916 9.5339019410312158 31.63330902159214 23.37486632168293 72.657027818262577 21.750392079353333 10.183396264910696 10.831373251974581 124.00937097892165 22.084944486618042 8.3674720227718336 14.227682322263716 32.001095749437809 490.66535661555827 349.54362458921969 10.223662346601484 5.6233671903610256 432.3282086532563 11.386500045657156 311.74272502213717 954.93189170397818 208.37881091237068 leaf_count=16120 34 27 22 17 385 81 233 161 17 33 103 77 247 71 41 47 417 76 24 41 94 1687 1109 29 17 1368 38 895 2887 619 internal_value=1.27802e-06 -0.000400124 -0.00183798 0.00140437 -0.000701447 -0.00386319 -0.000979257 0.00480219 0.0112203 0.00121717 -0.00832011 -0.00539249 -0.0098232 0.00684712 0.000234265 0.00161257 0.00131844 -0.00741927 -0.00104153 -0.000756611 -0.00846084 -0.000140622 0.00192579 -0.015431 8.45021e-05 0.000655148 0.013542 0.000540224 3.94231e-05 0.000836704 internal_weight=8976.28 1541.48 471.905 181.433 149.385 290.472 176.357 76.3441 32.0475 132.169 114.115 100.013 104.29 26.7821 1069.58 514.133 506.469 32.9163 555.445 545.262 40.3686 504.893 473.553 17.2158 7434.79 1924.39 17.0099 1907.38 1595.64 1163.31 internal_count=27017 5073 1510 574 469 936 552 242 105 418 384 310 350 88 3563 1676 1649 123 1887 1846 118 1728 1526 51 21944 5824 55 5769 4874 3506 is_linear=0 shrinkage=0.03 Tree=1048 num_leaves=31 num_cat=0 split_feature=9 8 5 3 4 8 5 9 9 4 2 3 7 9 0 10 11 3 0 8 7 12 6 11 5 5 5 5 4 8 split_gain=0.290198 1.85441 4.17127 5.1301 4.8546 3.98362 3.97681 3.0244 2.65597 3.28503 2.53695 2.4315 2.37088 2.17803 3.72953 3.91309 3.22425 4.01219 3.17972 1.9954 1.94646 3.08702 1.94354 1.78581 1.43697 1.72666 2.86321 3.12344 1.41757 1.39932 threshold=6.9000000000000012 3.5000000000000004 1.9000000000000004 2.3000000000000003 1.2550000000000006 4.3000000000000016 2.0050000000000012 7.7000000000000002 7.3000000000000016 1.6100000000000005 1.7000000000000004 0.90000000000000013 1.3 7.3000000000000016 875.00000000000011 0.83333333333333337 -0.66666666666666619 0.90000000000000013 525.00000000000011 3.1000000000000005 0.90000000000000013 2.7000000000000006 1.7000000000000004 0.83333333333333337 2.8450000000000011 2.725000000000001 2.5350000000000006 2.6050000000000009 1.0850000000000006 3.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=24 2 10 7 28 6 8 12 9 -3 11 29 -4 14 15 -7 18 -18 -15 -9 -8 -22 -10 -13 25 26 -1 -28 -5 -2 right_child=1 5 3 4 -6 13 20 19 22 -11 -12 23 -14 16 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-2.8900799671516763e-05 -0.0029761264540039212 -0.011222912332180134 0.038170263726100356 -0.0041181768628323406 0.014407311118785468 0.0027873336869148569 -0.020839819386453143 0.00013856706491069924 0.005918084310648661 0.011502250636851159 0.015506577374666545 -0.011318250839467178 0.013459967145104005 0.0077542133785220386 -0.016512000472228568 0.015056512212738604 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19 36 34 53 48 26 23 internal_value=3.46642e-06 0.000552649 0.00418757 0.0102498 -0.000408076 -3.91516e-05 -0.00443423 0.0184786 -0.00126964 -0.00730498 -0.00151314 -0.00390941 0.0282523 0.00118345 0.00389759 0.00483069 -0.000200099 -0.00213356 0.00414064 0.00910421 -0.0122229 -0.00737709 0.00256608 -0.00824586 -6.03253e-05 -4.59329e-05 -6.26048e-05 -0.0115353 -0.0132651 0.00637366 internal_weight=7455.13 775.85 108.63 52.6457 22.9373 667.22 145.21 29.7083 103.256 40.1236 55.9843 49.0749 14.5443 522.01 176.252 168.546 345.758 239.209 106.549 15.164 41.9537 26.8528 63.1328 34.5182 6679.28 6672.14 6664.19 19.5204 12.2803 14.5566 internal_count=27017 2939 404 211 98 2535 532 113 358 138 193 170 52 2003 661 623 1342 929 413 61 174 105 220 122 24078 24042 24008 101 56 48 is_linear=0 shrinkage=0.03 Tree=1049 num_leaves=31 num_cat=0 split_feature=13 9 6 5 10 8 4 8 5 5 5 10 13 10 9 6 11 4 10 5 11 2 9 12 4 4 12 5 11 11 split_gain=0.31797 1.91214 1.8325 4.07545 1.95028 3.19713 2.0722 2.02122 1.96804 1.88989 5.59229 1.26193 1.20005 3.063 3.42877 2.66448 3.56695 2.17204 2.14439 3.22371 2.52177 2.13132 2.72243 1.26297 1.22648 4.03254 4.36348 3.90569 3.31091 3.25494 threshold=2.3000000000000007 2.1000000000000005 1.5000000000000002 2.3950000000000009 -1.0000000180025095e-35 2.1000000000000005 0.95000000000000018 2.1000000000000005 1.8450000000000004 1.1550000000000007 1.2950000000000006 -1.0000000180025095e-35 2.7000000000000006 0.83333333333333337 6.5000000000000009 1.9000000000000001 -0.33333333333333309 0.89000000000000024 0.33333333333333326 1.9250000000000003 1.1666666666666672 0.70000000000000007 6.9000000000000012 3.1000000000000005 1.5450000000000006 1.6000000000000008 1.7000000000000004 1.4050000000000009 0.33333333333333326 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 9 7 -6 -7 -3 -9 11 -11 -4 13 14 18 16 -16 -15 20 -20 -2 -19 -23 -17 -14 29 27 -27 -28 -26 right_child=12 2 3 -5 5 6 -8 8 -10 10 -12 -13 24 17 15 23 -18 21 19 -21 -22 22 -24 -25 25 26 28 -29 -30 -31 leaf_value=-0.014893392061305948 0.00081963248882461776 0.015815152951094338 -0.023256806360653817 0.014541817331364167 -0.016324006419315785 0.00422439417326834 -0.00093401961638182819 0.0016210644907105772 -0.001389347617775587 0.01394853887967454 -0.0051684471440893347 -0.0071486673963771646 0.0001820862727051594 -0.01861330639414692 -0.0023918846897162884 0.006732988005094415 0.0056795259281965608 -0.011085245051026154 -0.0044049586418836986 0.0070514101764255228 -0.004738210482479745 0.0061233790397714968 -0.0028729196406905946 0.022960471289973673 -0.0022458391545713209 0.014579406770185127 -0.0021272570088669454 -0.0077622765949859791 0.0017745751743410228 -0.01038605817729182 leaf_weight=8.0347070880234224 688.82914782501757 8.1832607090473157 7.137998282909396 10.982202492654322 11.801361948251722 74.348472692072392 1222.9700401462615 759.16978975012898 263.20682826638222 15.350397005677221 133.92538090795279 11.316571734845636 2748.0798599943519 3.7979674935340872 79.149850230664015 8.5835004001855868 130.55897784978151 7.8926401585340491 197.03807654418051 24.899147093296051 82.247265614569187 200.20756881311536 35.667556561529636 8.6831586956977826 141.50529066473246 31.154773436486721 496.03237178362906 9.0989107191562635 323.29690388590097 64.297084346413612 leaf_count=46 2405 24 26 43 35 222 4414 2800 816 51 395 39 8728 12 245 26 399 24 717 74 287 729 114 28 500 118 2101 32 1344 223 internal_value=-4.77934e-06 -0.000281579 -0.000234961 -0.00316304 -1.13047e-05 -0.000779796 -0.000638394 0.000964909 0.000846046 -0.00432227 -0.0032026 -0.0133791 0.000127641 0.000856637 0.000239239 0.00356584 0.00263315 0.00389914 -0.000521129 -0.00311967 0.000226802 0.00424988 0.00476302 0.0148936 -0.000152902 -0.00101698 -0.000113874 0.00952931 -0.000587644 -0.00478902 internal_weight=7807.45 2526.43 2518.39 178.713 2339.68 1309.12 1297.32 1030.56 1022.38 167.73 149.276 18.4546 5281.02 1467.55 1219.99 226.975 209.709 247.566 993.014 221.937 771.076 243.768 235.875 17.2667 3813.47 1065.39 859.583 40.2537 819.329 205.802 internal_count=27017 8911 8865 554 8311 4671 4636 3640 3616 511 446 65 18106 5060 4181 698 644 879 3483 791 2692 867 843 54 13046 4318 3595 150 3445 723 is_linear=0 shrinkage=0.03 Tree=1050 num_leaves=31 num_cat=0 split_feature=4 8 13 10 9 5 5 12 5 12 13 13 5 5 10 4 7 11 2 11 13 0 4 5 4 8 3 12 8 9 split_gain=0.32383 1.97403 2.43899 2.1199 3.69917 2.96009 3.0036 2.3905 3.27935 2.2952 2.1424 2.09191 2.02467 2.97205 2.47926 1.86057 3.73651 4.12061 4.83368 4.8106 4.00303 3.07383 3.98985 4.46983 3.18711 2.98426 2.43772 3.07847 2.64618 1.84834 threshold=1.7100000000000002 5.3000000000000016 4.7000000000000011 -1.1666666666666663 4.5000000000000009 1.1050000000000006 1.6350000000000005 3.1000000000000005 1.6850000000000005 2.9000000000000008 2.3000000000000007 1.1000000000000003 1.1650000000000007 0.92500000000000027 -0.83333333333333315 1.6600000000000006 1.7000000000000004 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0.035439652908367814 -0.011069125999804499 -0.014837951394950961 -0.019347878615950664 -0.012520003054976914 0.0034230366224875372 0.0054279126378911956 0.019357844341230532 0.0013064415989108016 -0.01859082591804526 0.023260264410802794 leaf_weight=6565.740702342242 16.764741465449333 6.7559989094734183 6.4275989085435858 1170.7569832876325 33.640050403773785 43.444964125752449 9.2901639342308027 31.567698247730732 54.563348993659019 10.060239553451536 8.9065321385860425 27.71202040463686 123.62380181998014 87.945344299077988 456.67210604995489 13.772734597325327 12.388503581285478 13.31383526325226 59.896631374955177 7.9059817045927039 16.296572014689445 11.967847645282747 18.052335500717163 14.288053452968596 8.8393254429101962 14.417946621775625 9.2727655172348005 102.38263127207756 10.97149735689163 8.101957827806471 leaf_count=19561 53 22 20 3715 106 146 28 106 170 31 34 87 365 276 1356 43 35 37 178 23 47 33 50 39 26 41 26 309 31 23 internal_value=1.46308e-06 -0.000325802 -0.00159845 0.000342738 -0.00252625 0.00311999 0.0065212 -0.0055008 -0.0084004 0.000214169 -0.00833177 -0.00176437 -0.00201663 0.00160786 -0.00273901 0.000100681 0.00232764 0.00431127 0.00900495 0.0134448 -0.0010064 -0.00293943 -0.00845598 -0.00108531 0.0027556 -0.00376411 0.000932004 0.00280558 -0.00768202 0.0129099 internal_weight=8975.74 2088.13 719.146 1368.99 198.229 68.3977 52.7351 129.831 86.131 43.7003 15.6625 712.718 695.953 115.657 580.296 6887.61 321.869 233.813 97.8719 67.8026 30.0693 88.056 44.7289 26.6766 43.3271 26.3858 135.941 111.655 24.2853 16.9413 internal_count=27017 6515 2157 4358 643 230 174 413 276 137 56 2137 2084 363 1721 20502 941 694 291 201 90 247 124 74 123 74 403 335 68 49 is_linear=0 shrinkage=0.03 Tree=1051 num_leaves=31 num_cat=0 split_feature=5 5 9 3 3 10 4 0 11 8 8 10 8 7 4 11 8 8 4 4 5 11 3 13 12 8 8 10 5 13 split_gain=0.294148 3.95564 6.25976 3.73562 3.56818 3.80793 3.56049 2.96822 2.88298 3.21589 2.47941 2.43207 4.73946 2.17587 2.00682 1.92419 1.89145 1.87302 1.75384 1.74713 1.74252 5.15518 2.69889 1.73678 2.41881 1.20619 3.13217 3.93741 3.91633 3.64674 threshold=2.0450000000000008 2.0750000000000011 7.1000000000000005 2.7000000000000006 1.7000000000000004 -1.0000000180025095e-35 1.1450000000000007 350.00000000000006 -0.66666666666666663 4.5000000000000009 7.5000000000000009 1.8333333333333339 5.3000000000000016 1.3 1.9750000000000003 1.0000000180025095e-35 6.9000000000000012 4.9000000000000012 2.1450000000000009 2.0850000000000013 2.0250000000000008 1.1666666666666672 1.3 1.9000000000000001 3.9000000000000008 7.5000000000000009 7.7000000000000002 -0.33333333333333331 1.9000000000000004 3.1000000000000005 decision_type=2 2 2 2 2 2 2 2 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 8 5 7 -7 -3 17 -10 11 16 -13 -8 -12 -4 -6 -2 -16 -9 25 22 -22 -24 -25 -1 27 29 -28 -27 right_child=1 4 15 -5 10 6 13 19 9 -11 14 12 -14 -15 18 -17 -18 -19 -20 -21 21 -23 23 24 -26 26 28 -29 -30 -31 leaf_value=-9.2790069415278536e-05 0.036407452125832948 -0.01153155545316099 -0.023556789504125816 -0.0085839609798800069 0.00064351057778918729 0.007332312308204335 -0.018582095640651022 0.002274048279915679 -0.0016618491372494975 0.017991563627967066 -0.016069812222293641 -0.0064516250745439646 0.029568525402167905 -0.0057335716439821547 0.014402027840790185 -6.2878308125720729e-05 0.0095390038939001231 0.014486958241584642 -0.0066895706387364445 0.019195959611408124 0.0066060853548597009 0.015708779766368895 -0.026877109844297361 -0.015631779114774754 0.0053278603711095591 -0.0097563123887736258 -0.00085226273960921882 0.014190000709649916 0.017887426655581511 0.019431797406468884 leaf_weight=6497.4953783806413 7.7877920269966072 12.458652913570402 6.0472817122936231 6.767846778035163 425.01372475922108 8.7479582130908948 29.597767941653728 29.13447779417038 12.385627269744878 18.969761788845062 13.367803506553175 5.7732932269573194 7.6358721144497395 19.796369999647141 4.9938218593597439 6.5204252153635025 22.659782856702805 6.3840410113334656 12.257684946060179 6.7665934748947612 7.0739750862121573 8.3508920073509199 7.1697134226560584 19.060968764126304 6.6962182074785224 15.126308962702753 178.796256929636 36.138391118496656 10.633762806653975 5.168860360980033 leaf_count=23058 25 49 24 27 1707 32 116 112 41 65 62 23 26 74 21 24 86 22 57 25 25 30 26 71 27 72 877 149 43 21 internal_value=3.4496e-06 0.000606561 0.0076434 0.0122122 -0.000156438 -0.00513487 -0.0103084 0.00108513 0.0153036 0.0102283 0.000921882 0.00147086 0.0140601 -0.0134326 -0.00734489 -0.0113676 0.00109377 0.0265328 -0.000584151 0.00546347 -5.54315e-05 -0.00573025 -0.010206 -0.0138179 -0.0101828 -1.47414e-05 0.00204787 0.0082516 0.0001997 -0.00232256 internal_weight=7454.78 663.067 64.8628 52.2951 598.204 106.502 58.1421 48.3597 45.5272 31.3554 491.702 461.083 13.4092 49.3941 30.6193 12.5677 447.674 14.1718 17.2515 35.9011 6791.71 48.3518 40.0009 32.9269 25.7572 6743.36 245.864 56.4336 189.43 20.2952 internal_count=27017 2618 228 180 2390 408 222 186 153 106 1982 1842 49 190 140 48 1793 47 78 137 24399 179 149 124 98 24220 1162 242 920 93 is_linear=0 shrinkage=0.03 Tree=1052 num_leaves=31 num_cat=0 split_feature=4 8 8 12 6 7 8 4 4 12 4 0 0 13 6 3 5 5 8 12 3 10 5 0 7 5 8 2 4 0 split_gain=0.322862 2.01807 1.8823 3.45355 2.78912 3.9083 2.32938 1.97973 3.62269 1.92465 1.69399 1.612 1.82366 1.71957 1.57844 3.59774 3.35689 3.65118 3.47082 2.33808 2.33889 2.31364 6.14503 6.12355 2.78073 3.33359 2.72302 2.06045 1.89295 4.07014 threshold=1.3350000000000006 7.7000000000000002 6.9000000000000012 1.7000000000000004 0.90000000000000013 1.7000000000000004 6.3000000000000016 1.2350000000000005 1.1750000000000005 2.9000000000000008 1.2250000000000005 725.00000000000011 925.00000000000011 1.5000000000000002 0.70000000000000007 1.3 2.0650000000000008 2.0250000000000008 2.9000000000000004 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.1050000000000006 475.00000000000006 1.1000000000000003 1.0250000000000006 5.9000000000000012 1.9000000000000001 1.3750000000000007 575.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 -6 11 8 -8 -9 -3 13 -13 -1 15 21 17 18 -17 27 -21 22 23 -2 -23 -26 -24 -18 29 -16 right_child=14 10 3 4 5 -7 7 9 -10 -11 -12 12 -14 -15 28 16 19 -19 -20 20 -22 24 26 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0029203800504863388 0.023825790047805606 -0.001816005897283307 0.020252526794544857 0.018137469448382851 -0.0093145015552412655 0.016170586370549057 -0.0064119613880825807 -0.0060446570620693663 0.0089862107319137706 -0.02098731810514054 -0.021303059315388759 -0.017354176478427227 0.0036075520723898393 -0.00022451188814137649 0.0011473733169658925 0.025578029517484762 -0.0056202223527440824 0.02439127274921768 0.0011977296195973509 0.017756217843538764 -0.0036490024131631328 -0.016524741739877353 -0.0018192902202543056 -0.0052045956467306979 -0.022585365957393994 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-6.80882e-05 0.000168653 -0.00142022 0.000767407 0.00246396 0.00179863 -0.00544207 0.00186681 -0.00439369 -0.00180748 0.0110192 -0.00820967 -0.00467838 -0.00523599 -0.0101204 0.000375942 0.00251722 internal_weight=7806.86 3493.59 3477.43 47.1388 35.8477 28.7966 3430.29 103.622 61.8445 41.7771 16.1581 3326.67 16.03 3310.64 4313.28 497.779 286.786 225.245 218.612 61.5411 24.0179 210.993 125.761 26.5253 85.2321 59.8253 99.2357 37.5232 3815.5 338.594 internal_count=27017 10844 10791 152 115 91 10639 338 195 143 53 10301 67 10234 16173 2415 1196 976 952 220 90 1219 705 173 514 376 532 130 13758 1077 is_linear=0 shrinkage=0.03 Tree=1053 num_leaves=18 num_cat=0 split_feature=13 5 0 4 4 8 7 13 5 3 8 12 0 8 8 6 5 split_gain=0.319336 3.06051 1.97726 2.06196 2.96501 1.41282 0.541724 0.594295 3.06262 3.93635 2.91055 1.71508 1.59385 0.461719 0.518336 2.90239 0.757867 threshold=5.3000000000000016 1.6500000000000004 350.00000000000006 1.2350000000000005 1.4750000000000008 4.1000000000000005 3.5000000000000004 4.9000000000000012 1.6400000000000006 1.1000000000000003 4.5000000000000009 1.9000000000000001 525.00000000000011 1.0000000180025095e-35 1.9000000000000001 1.9000000000000001 0.54500000000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 5 -4 -5 -2 7 13 9 11 -10 -9 -11 -1 15 -15 -16 right_child=1 -3 3 4 -6 -7 -8 8 10 12 -12 -13 -14 14 16 -17 -18 leaf_value=0.0082299150386590612 0.0063994193104976787 -0.014006113412292602 -0.0099554457963357303 0.016539425666024395 -0.0071102401696285147 0.02288114475120737 -0.0067982528664212033 -0.006445748061934784 -0.0046585418411713873 -0.021593245734366731 0.023763579221624975 0.006527941198941188 -0.0042664609749354819 -0.0077116981419094498 0.0097627900901796055 0.007937115006887244 2.0536997760546576e-05 leaf_weight=6.1559959203004828 13.226465642452242 8.9490392059087736 11.351994782686235 10.857362389564516 8.5112087428569776 7.244770184159278 10.578236013650892 17.636153340339661 6.1112677156925184 14.408977076411249 6.9082541614770889 19.105267986655235 7.1486141681671134 35.515916250646114 7.1923780441284171 15.24570396542549 8769.0400028154254 leaf_count=20 39 27 33 31 26 22 33 52 20 44 20 54 21 112 27 51 26385 internal_value=1.38026e-06 0.00218009 0.00500967 0.000196729 0.00614696 0.0122323 -1.33173e-05 -5.25704e-06 -0.00273282 -0.0056707 0.0104224 0.000300475 -0.0158476 1.67652e-05 1.10373e-05 -0.00301175 2.85211e-05 internal_weight=8975.19 60.1408 51.1918 30.7206 19.3686 20.4712 8915.05 8904.47 71.3185 58.299 13.0195 36.7414 21.5576 8833.15 8826.99 50.7616 8776.23 internal_count=27017 178 151 90 57 61 26839 26806 211 171 40 106 65 26595 26575 163 26412 is_linear=0 shrinkage=0.03 Tree=1054 num_leaves=31 num_cat=0 split_feature=4 4 7 6 11 3 11 9 12 13 8 5 10 9 13 13 6 11 9 11 11 12 5 3 13 9 13 5 2 11 split_gain=0.294639 1.92219 3.22912 4.00783 5.80635 5.18517 3.50366 6.93959 4.5094 3.40729 4.04242 3.92292 2.52837 6.64839 3.17433 2.49 2.94523 4.09509 2.56353 2.25373 2.17951 1.88161 4.10402 4.42144 2.25344 3.27698 2.96651 1.49348 3.29006 2.6437 threshold=1.3650000000000009 1.2550000000000006 1.5000000000000002 0.90000000000000013 -1.0000000180025095e-35 1.7000000000000004 -0.66666666666666619 5.9000000000000012 3.1000000000000005 2.7000000000000006 6.3000000000000016 1.5850000000000006 0.33333333333333326 5.9000000000000012 3.5000000000000004 1.5000000000000002 0.70000000000000007 1.0000000180025095e-35 3.7000000000000006 0.50000000000000022 -0.83333333333333315 3.5000000000000004 1.2550000000000006 2.5000000000000004 4.1000000000000005 6.5000000000000009 2.1000000000000005 1.3750000000000007 0.3000000000000001 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 3 4 5 -3 7 8 -4 11 -11 -5 14 -14 -8 16 17 18 -1 -6 -18 24 -23 -24 26 -26 -17 28 -2 -30 right_child=27 2 6 9 19 -7 12 -9 -10 10 -12 -13 13 -15 -16 21 20 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 29 -31 leaf_value=0.0089799580053011047 0.021258441238134883 -0.0077884928657083671 0.008004937183687574 -0.00045760056710878578 0.015458960205746433 0.013941860897169409 0.0032948328661740918 0.026266545852026934 -0.011322682919675668 0.00065079668782336601 0.016649231892925172 -0.0074998983036493267 0.010454215945119459 -0.0098172607360662578 -0.0051037880810145837 0.001914976325388486 0.0044409565765990517 0.0073402538110621763 -0.011345556972030607 0.0049903339008069234 -0.013183716361015795 -0.021243353162867889 0.010862702112012483 -1.3505420618477255e-05 0.003698582809094306 -0.010893158088785142 -0.001103369029582756 0.00027890028937136406 -0.00027731862798687558 -0.0031735578576745989 leaf_weight=6.9060342758893958 6.0001916885375968 41.836704462766647 67.011888980865479 184.01517541706562 37.04204173386097 12.939059644937513 92.533194929361343 16.450598821043968 12.966606229543684 171.82810529321432 15.496321886777876 116.11124522984028 66.181072548031807 18.668202072381973 72.029961466789246 357.38739342987537 7.5260076224803916 31.544617012143135 29.188228577375412 36.990797266364098 39.237734019756317 5.9011736810207358 55.702694103121758 84.930109031498432 198.82859791815281 14.888944424688814 1628.0536110848188 2511.8565211258829 1136.3997235707939 378.00332282297313 leaf_count=22 20 141 222 608 118 45 312 54 45 586 53 439 215 65 247 1194 27 104 107 119 144 24 195 347 662 55 5593 9253 4514 1487 internal_value=3.46607e-06 0.000208195 0.00134512 4.31257e-05 0.00474951 -0.00265538 0.00366516 0.00852139 0.00487142 -0.00120053 0.00197426 -0.00318209 0.00178763 0.00599417 -0.000381278 -0.000236437 -0.00455822 -0.000555824 -0.00745661 0.0102283 -0.0103473 -2.56577e-05 0.00326596 0.00429441 -0.000244984 0.00268203 -0.000560055 -0.000170289 -0.000912393 -0.00100024 internal_weight=7454.46 3422.2 962.101 616.259 128.809 54.7758 345.842 96.4291 79.9785 487.451 187.324 300.126 249.412 84.8493 164.563 2460.1 114.403 67.6389 36.0943 74.0328 46.7637 2345.69 146.534 140.633 2199.16 213.718 1985.44 4032.26 1520.4 1514.4 internal_count=27017 11743 3269 2109 423 186 1160 321 267 1686 639 1047 839 280 559 8474 404 233 129 237 171 8070 566 542 7504 717 6787 15274 6021 6001 is_linear=0 shrinkage=0.03 Tree=1055 num_leaves=26 num_cat=0 split_feature=5 12 4 9 0 10 5 12 4 11 9 10 9 5 5 13 0 4 13 10 7 4 4 7 9 split_gain=0.312052 0.333501 1.80376 2.97437 3.46907 5.63975 3.74978 2.78197 2.47095 6.71945 4.19858 2.73915 2.26624 6.66897 2.8371 1.73227 2.23824 1.85789 3.60787 3.21747 1.94619 1.78032 1.62685 1.6265 0.225755 threshold=3.2350000000000008 2.9000000000000008 1.1850000000000007 3.5000000000000004 200.00000000000003 0.83333333333333337 2.1450000000000009 3.1000000000000005 1.3250000000000008 1.5000000000000004 5.3000000000000016 -0.83333333333333315 3.1000000000000005 1.1150000000000009 0.89000000000000024 0.90000000000000013 350.00000000000006 1.8900000000000006 1.5000000000000002 1.5000000000000004 3.3000000000000003 1.8750000000000002 1.4250000000000005 1.5000000000000002 5.1000000000000005 decision_type=2 2 2 2 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 7 5 -5 -6 -3 9 10 -4 -11 13 -10 -14 16 -1 20 24 -20 21 -17 -22 -9 -19 right_child=-2 2 8 4 6 -7 -8 23 12 11 -12 -13 14 -15 -16 17 -18 18 19 -21 22 -23 -24 -25 -26 leaf_value=-0.0021020020211869714 -0.006700835240020039 0.023812022486962202 -0.0074156772423818636 -0.01008558721124218 0.0046812412165283725 0.013227361910468678 -0.0030869858151321059 -0.00012360867144057159 0.01113500142304865 0.027036154018067377 -0.00048556103076999112 0.0058273720982608889 -0.018650115749075002 -0.0090471149411116437 0.00060606083454421808 -7.9419119241207735e-05 0.01768693041890023 -0.015068405033239347 -0.0012066432901813723 -0.020085097632710401 -0.0028347004374901894 0.0087764190499519633 -0.024157732888518062 0.015798780801887766 -0.024528119219046542 leaf_weight=9.5895326137542742 6.2589103728532782 10.017636716365812 151.00731904804707 46.260824277997017 214.84798488020897 11.70146870613098 75.604697823524475 17.272140145301822 19.045019891113043 6.6206835061311713 164.27042959630489 31.826222866773605 6.9092811308801165 65.122272845357656 2057.949936138466 4681.3563386499882 11.096401194110511 3.6260892376303655 158.81592086143792 8.5630950555205327 7.9106248542666417 20.520208977162838 5.4312354847788811 8.6736087873578054 6.0735173970460892 leaf_count=30 21 32 478 133 614 34 238 54 133 20 486 99 61 313 7751 15380 38 24 816 50 34 85 28 32 33 internal_value=-4.89674e-06 4.76169e-07 0.00025637 0.00216977 0.00132192 -0.00537915 0.00265918 0.0103838 -3.74956e-05 -0.00236094 -0.00380485 0.00947959 0.000344938 -0.00448039 0.000541627 -0.0001499 0.00851323 -0.00018653 -0.0032033 -0.00217246 -7.32364e-05 -4.07699e-05 -0.0115149 0.00519921 -0.0209917 internal_weight=7806.37 7800.11 2887.13 384.378 348.415 57.9623 290.453 35.9634 2502.75 353.725 315.278 38.4469 2149.03 84.1673 2064.86 4912.98 20.6859 4892.3 177.079 167.379 4715.22 4701.88 13.3419 25.9457 9.69961 internal_count=27017 26996 10478 1137 1019 167 852 118 9341 1083 964 119 8258 446 7812 16518 68 16450 923 866 15527 15465 62 86 57 is_linear=0 shrinkage=0.03 Tree=1056 num_leaves=31 num_cat=0 split_feature=10 5 5 11 13 5 5 12 12 4 2 12 0 5 3 13 5 6 6 4 3 11 12 11 10 8 4 9 9 4 split_gain=0.320209 1.32167 3.25007 4.07984 3.65873 4.16566 2.71791 2.55693 2.4686 3.94816 2.91463 2.36061 1.78304 1.37009 2.93924 3.0369 2.05892 6.30138 2.48129 1.98701 1.25602 1.05818 4.30866 3.41088 4.1535 4.44247 3.512 2.89724 2.55747 2.1079 threshold=-0.49999999999999994 2.2950000000000013 2.3450000000000011 -1.0000000180025095e-35 2.7000000000000006 2.5600000000000009 2.2150000000000012 3.3000000000000007 3.5000000000000004 2.1550000000000011 1.1000000000000003 3.5000000000000004 575.00000000000011 1.4450000000000007 0.50000000000000011 4.7000000000000011 1.2550000000000006 1.9000000000000001 1.3 1.4150000000000007 1.9000000000000001 0.83333333333333337 1.3000000000000003 1.1666666666666672 0.83333333333333337 3.1000000000000005 1.0950000000000009 7.9000000000000012 3.1000000000000005 1.3550000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 11 4 5 -4 13 20 10 -10 -5 -3 -9 16 19 -16 18 -18 -1 -15 -8 -2 -23 24 25 -24 -26 28 -25 -29 right_child=21 2 3 8 -6 -7 7 12 9 -11 -12 -13 -14 14 15 -17 17 -19 -20 -21 -22 22 23 27 26 -27 -28 29 -30 -31 leaf_value=-0.00180592477895317 7.0365414989053708e-05 0.0050053568755771497 -0.0095294795238661002 0.019812764598328904 0.027907731928468408 0.019578993358383458 -0.0061035999213615326 -0.022356525814197167 -0.016257182485632765 0.012661037304693987 -0.010306410352552564 0.030894283255985946 -0.004877442309176183 -0.021595822516415501 -8.6247788378144048e-05 -0.011921731120468612 0.0037249653598327047 -0.0042236471847918204 0.0015721052521289168 -0.0012038419520600948 0.011899527928215017 0.016630711007248097 0.0062931064407890681 0.0080166870504800574 -0.014083356863154666 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0.000275349 -0.000464486 -0.000284402 0.000921265 0.00225215 -8.9405e-05 -0.0126777 0.00179353 -0.000116061 -0.00092912 -0.00111756 -0.00301608 -0.00464541 0.00165644 0.000276973 0.000685106 -0.00928046 internal_weight=8974.54 2691.49 75.6436 62.9636 25.6798 17.9852 2615.84 35.4731 37.2838 25.567 11.7168 12.68 21.309 2580.37 1202.74 1185.27 1377.63 594.616 783.011 17.4767 14.1641 6283.06 1171.93 1159.49 491.015 364.064 126.951 668.472 641.095 27.3768 internal_count=27017 8084 314 271 103 75 7770 131 168 119 49 43 79 7639 3635 3582 4004 1714 2290 53 52 18933 3592 3557 1467 1087 380 2090 1984 106 is_linear=0 shrinkage=0.03 Tree=1057 num_leaves=27 num_cat=0 split_feature=8 4 4 4 4 4 11 8 5 10 8 13 10 9 0 9 7 9 5 4 9 9 3 5 5 4 split_gain=0.296612 1.36388 3.01168 1.6772 3.76433 3.19677 1.64523 0.972106 2.94851 2.24061 3.23736 2.94637 2.20498 2.35676 5.29955 5.0896 0.881914 2.94618 2.67686 6.20545 4.29281 2.46114 3.30598 1.98275 3.20616 2.77135 threshold=6.3000000000000016 0.97000000000000031 1.0050000000000006 1.1150000000000007 1.1450000000000007 1.195000000000001 0.33333333333333326 5.9000000000000012 0.94500000000000017 1.0000000180025095e-35 6.1000000000000005 2.9000000000000008 2.1666666666666674 3.3000000000000003 200.00000000000003 3.7000000000000006 1.5000000000000002 9.3000000000000025 1.2350000000000008 1.3850000000000007 3.9000000000000004 1.9000000000000001 0.90000000000000013 1.2150000000000005 1.2050000000000007 1.7100000000000002 decision_type=2 2 2 2 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 16 9 10 -9 -11 13 14 -10 -15 21 18 19 -18 -20 22 -1 24 -23 -25 right_child=1 2 3 4 5 -7 -8 8 12 11 -12 -13 -14 15 -16 -17 17 -19 20 -21 -22 23 -24 25 -26 -27 leaf_value=-0.0056207136806816988 -0.01303812931707022 0.028351224380686057 -0.00076080990129134233 0.019029988189841147 -0.012272899116767152 -0.00023262386355483709 -0.019054022958972395 -0.012275862842964218 0.034549621566797299 0.0058853872549126923 0.016382167167014298 0.03525086014978935 0.017250229748913139 -0.012979717705528738 0.0028325396103133262 0.00077443118615667678 0.00020697202052014072 0.019193172725481593 0.0035629567200602991 -0.0056085720244381573 -0.00062402827194585537 0.00113678769433752 0.020380496023032296 -0.00055388659989388984 0.010771857174472705 0.0020128544086547412 leaf_weight=6.8854962140321758 7.6994272023439398 3.2765990644693366 9.1493513733148593 8.9893925637006742 20.240536138415337 1019.0612931195647 8.5687134414911252 6.6612537354230899 5.6984223127365103 6.1942504346370679 7.589879646897316 6.106660284101963 7.2262987978756419 25.767324432730675 28.227324090898037 401.55213776603341 413.81106436252594 6.8080608993768683 270.95206826925278 274.78992532193661 1180.8672585599124 755.30613692849874 12.197231546044348 2481.1651521287858 32.416629567742348 446.75982992351055 leaf_count=23 34 12 33 31 74 4290 33 28 19 23 29 22 28 96 105 1480 1417 22 917 1100 4143 2612 39 8662 110 1635 internal_value=3.55279e-06 -0.000456942 -0.000366351 -0.00045462 -0.000299917 -0.00046711 -0.00960767 8.13241e-05 0.00135811 0.0110834 0.00298685 0.0204636 0.000806902 0.000549285 0.00815998 -5.49427e-05 -2.61299e-05 -0.000510597 -0.000573269 -0.00211375 0.000157386 0.000252407 0.0109986 0.000197217 0.00153329 -0.000162238 internal_weight=7453.97 1076.99 1069.29 1066.01 1048.29 1039.3 17.7181 6376.98 495.024 26.552 14.2511 12.3009 468.472 461.245 33.9257 427.319 5881.96 2147.23 2140.42 688.601 1451.82 3734.73 19.0827 3715.65 787.723 2927.92 internal_count=27017 4507 4473 4461 4395 4364 66 22510 1830 102 57 45 1728 1700 124 1576 20680 7599 7577 2517 5060 13081 62 13019 2722 10297 is_linear=0 shrinkage=0.03 Tree=1058 num_leaves=31 num_cat=0 split_feature=11 6 9 9 2 10 5 6 12 12 5 8 11 13 12 5 4 9 0 2 8 2 2 0 13 12 10 4 10 0 split_gain=0.314578 1.13622 1.27417 2.6583 4.03185 2.89741 2.33641 2.10689 1.41531 1.48614 1.37484 0.974861 0.636444 3.35373 2.2212 4.54391 5.97371 3.77366 2.82251 1.9337 1.73343 1.32396 0.77891 1.92512 2.07677 2.88555 2.25159 0.852915 1.90983 3.90647 threshold=1.8333333333333337 2.7000000000000006 7.1000000000000005 6.5000000000000009 1.1000000000000003 -1.1666666666666663 1.9000000000000004 1.5000000000000002 4.9000000000000012 3.5000000000000004 2.2050000000000005 4.9000000000000012 1.5000000000000004 3.9000000000000008 3.1000000000000005 1.8600000000000005 1.3150000000000006 4.3000000000000016 575.00000000000011 0.90000000000000013 6.1000000000000005 0.90000000000000013 2.9000000000000004 200.00000000000003 3.5000000000000004 4.3000000000000016 -2.1666666666666656 2.475000000000001 0.50000000000000022 525.00000000000011 decision_type=2 2 2 2 2 2 2 2 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 5 -5 11 -6 -7 9 -4 -11 -2 22 14 18 17 -17 -16 20 -15 -14 -20 27 -24 26 -26 -25 -1 29 -29 right_child=1 -3 8 4 6 7 -8 -9 -10 10 -12 -13 13 19 15 16 -18 -19 21 -21 -22 -23 23 24 25 -27 -28 28 -30 -31 leaf_value=-1.0832790834141807e-05 0.021630236032888814 -0.012400294300708586 -0.0008067804661972787 0.030067138542125237 0.015552331771314197 -0.0053752809844878607 -0.005701547664421572 0.0016745918440178324 0.0064052463745628467 -0.02395606488118256 -0.006008952479786841 0.0051482018315843862 -0.0059448801291199027 0.0010283299965061026 -0.0027165578361182108 0.016123684800104569 -0.0088519924488084795 0.015201949996284998 0.016181355710610846 0.020664840483420033 0.0058330082285453057 -0.00040422945964646865 0.013846387903472977 0.017974518935404468 -0.013529709717096761 0.021830126225551437 -0.0069942402161123655 0.018212334375022534 -0.0042040872014029477 -0.0063255396130559036 leaf_weight=7212.4214537609369 5.7573245763778669 7.7258410751819602 10.936593055725099 6.289019167423251 7.563836649060252 87.490364108234644 12.104115419089792 67.655154168605804 6.4645126014947882 7.9394861161708814 7.4427560865879059 7.3565404713153839 83.850688457489014 7.1103326827287701 14.929333992302416 11.314027890563009 36.181773670017719 36.29246792010963 9.6350653171539324 12.357589282095431 12.988478511571882 7.8697022646665564 5.790379360318183 3.4144604727625838 3.2009887397289258 5.915597029030323 67.651794480159879 16.210450835525993 14.752556039020417 9.1267734561115486 leaf_count=24570 19 23 32 19 24 316 38 211 22 24 23 30 265 21 68 34 111 135 29 39 48 30 28 21 27 31 515 75 98 91 internal_value=-4.80017e-06 -0.00108642 -0.000701358 0.000222075 0.00915808 -0.00115646 0.0024722 -0.002301 -0.00617199 -0.00926125 -0.0152723 0.0123842 2.87335e-05 0.00157395 0.000484882 0.00378152 -0.00290251 0.00997934 -0.00236124 0.0134929 -0.00436518 0.00872489 -2.02286e-05 -0.00285896 -0.00406533 0.00941468 -0.00579459 1.34225e-05 0.00437711 0.0093735 internal_weight=7805.74 234.726 227 194.216 25.957 168.259 19.668 155.146 32.7833 26.3188 15.3822 13.1139 7571.01 232.529 213.062 98.7176 47.4958 51.2218 114.344 19.4679 96.8392 17.5048 7338.48 85.9732 80.1828 9.11659 71.0663 7252.51 40.0898 25.3372 internal_count=27017 781 758 657 81 576 62 527 101 79 47 49 26236 780 720 348 145 203 372 60 313 59 25456 622 594 58 536 24834 264 166 is_linear=0 shrinkage=0.03 Tree=1059 num_leaves=31 num_cat=0 split_feature=10 11 4 12 10 5 4 4 3 13 5 5 5 9 2 10 8 5 11 10 11 2 8 4 7 5 2 5 11 5 split_gain=0.31602 2.36793 3.18159 4.01811 3.18776 2.88237 2.84832 3.0199 5.47624 2.81271 2.68222 3.57202 2.67338 2.25235 2.145 2.84005 2.0608 1.32151 1.14727 0.914284 0.635121 2.4606 2.70277 2.51654 1.85605 1.02357 1.63827 0.85589 0.754841 3.30879 threshold=1.5000000000000004 0.33333333333333326 1.8900000000000006 2.9000000000000008 2.5000000000000004 1.7800000000000005 1.7150000000000005 1.6100000000000005 1.5000000000000002 3.7000000000000006 1.0650000000000006 1.1250000000000007 0.8500000000000002 4.3000000000000016 1.9000000000000001 1.8333333333333339 5.9000000000000012 0.99000000000000021 0.83333333333333337 1.8333333333333339 -2.4999999999999991 1.5000000000000002 5.1000000000000005 1.1750000000000005 1.1000000000000003 2.9150000000000005 1.7000000000000004 3.2000000000000006 -1.8333333333333328 1.7400000000000007 decision_type=2 2 2 2 2 2 2 2 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 6 -4 5 -5 7 12 -9 10 17 -12 -2 -13 19 -16 -6 -3 -11 -8 21 22 23 -1 -23 28 27 -27 29 -22 right_child=1 9 3 4 16 -7 14 8 -10 18 11 13 -14 -15 15 -17 -18 -19 -20 -21 25 24 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.014006073126473804 -0.027304984989427874 -0.0026081455088304791 0.019854217799457261 0.00038963078792189697 0.024879638344382195 -0.016878481886211966 -0.014124884003490859 0.017959123548127474 -0.0085460553372120867 0.018148850852862098 0.023005389024100147 -0.0065273957632256312 -0.0038662305232234013 0.0030244981595416685 -0.020055933897368105 0.0022543785176639872 0.0009609438136340987 -0.020308504638988239 0.0035076379507280398 -0.02826628832198861 0.00099841247163211027 -0.014276487373415702 0.02465346517642222 0.012373342912123509 0.0061815120091925106 -0.023368728608829929 0.0060157627477058434 -0.0027395719969204408 7.465657089048217e-05 -0.0085797379678262311 leaf_weight=5.1711951643228558 4.5460409522056571 7.6661160141229612 10.626958712935446 37.087210468947887 6.5740998387336713 11.365785986185072 10.470420107245447 15.708588480949404 12.677389569580553 12.438948884606363 6.8687340542674056 29.050657216459513 119.61513248831034 94.459157209843397 7.9358206465840366 14.550999224185942 6.3960411101579666 7.5200334787368774 7.8606054037809363 6.7785673439502707 100.96285092830658 8.775818560272457 7.7925709113478652 8.7823001220822317 7.3206541389226905 5.4493017792701703 4.5089926309883586 2.7103777751326561 8344.2391275279224 47.841068908572197 leaf_count=24 13 24 35 127 23 37 30 44 39 36 21 88 365 298 25 44 24 22 23 20 299 32 26 34 23 40 23 17 24993 168 internal_value=1.48159e-06 -0.00079189 -0.00255497 0.00282179 -0.000125025 -0.00366101 -0.00456969 -0.00270617 0.00612171 0.00201788 0.000558991 0.00194882 -0.00472442 0.000777804 -0.0117238 -0.00561915 0.0130845 -0.0113732 0.0124793 -0.0196822 4.14306e-05 0.00391932 0.0105008 0.00259707 -0.00497222 2.41776e-05 -0.00849683 -0.0165164 3.6888e-05 -0.002081 internal_weight=8973.75 430.197 264.333 72.0501 61.4231 48.453 192.283 152.547 28.386 165.864 145.565 130.379 124.161 123.51 39.7358 22.4868 12.9701 15.1861 20.2996 17.249 8543.55 37.8425 21.7461 13.9535 16.0965 8505.71 12.6687 8.15968 8493.04 148.804 internal_count=27017 1338 826 246 211 164 580 461 83 512 453 407 378 386 119 69 47 46 59 50 25679 139 84 58 55 25540 80 57 25460 467 is_linear=0 shrinkage=0.03 Tree=1060 num_leaves=31 num_cat=0 split_feature=6 4 10 12 5 9 12 8 4 7 12 2 4 8 4 6 8 12 9 5 3 2 7 8 12 10 5 11 0 12 split_gain=0.300773 3.0856 4.56004 2.96612 2.87934 3.99632 2.65383 2.66286 2.35107 2.34783 2.33358 1.6282 2.41244 2.35329 1.61252 0.650342 2.11717 6.43978 3.04361 6.24103 2.07075 6.28649 3.23179 3.49227 2.19888 1.58987 1.55588 0.900839 0.598057 0.535701 threshold=2.7000000000000006 1.1850000000000007 -1.1666666666666663 2.7000000000000006 1.9750000000000003 6.1000000000000005 1.5000000000000002 4.5000000000000009 0.91000000000000036 1.5000000000000002 3.1000000000000005 0.70000000000000007 1.6000000000000008 5.3000000000000016 0.99000000000000055 2.5000000000000004 4.1000000000000005 3.5000000000000004 3.7000000000000006 1.2550000000000006 1.3 1.7000000000000004 1.5000000000000002 6.1000000000000005 1.9000000000000001 -1.0000000180025095e-35 1.7800000000000005 3.1666666666666674 475.00000000000006 0.70000000000000018 decision_type=2 2 2 2 2 2 2 2 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 11 5 10 14 8 -8 -9 -5 28 13 -13 -4 27 17 18 19 -17 21 24 23 -22 -18 -24 -20 29 -3 -1 right_child=1 3 6 4 -6 -7 7 9 -10 -11 -12 12 -14 -15 -16 16 20 -19 26 -21 22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0063815604649131424 0.02473262662969147 -0.022922141947233896 0.0023673460021475029 0.0090439212421040416 -0.014630026669518095 0.024450638754530536 -0.015332997995780528 0.016554716479470016 -0.00073471135949815572 -0.0060194443460543879 -0.0070915140119440691 0.0004168802201834528 -0.019811513527113914 -0.016974898553075091 0.022373587079773927 -0.014330571053335071 0.01127537964378272 0.024367347433882251 -0.006250770283673727 0.026609956396063429 0.010562544710377651 0.033751422066330292 -0.022529262354434886 -0.014130279180684331 -0.0024233240220617029 -0.0018669285908267587 -0.019189633206377683 -0.010061580816983022 -0.010869384747713729 1.5276014353470751e-05 leaf_weight=11.802080899477003 8.0287072286009771 7.6765385717153531 7.141683563590048 14.682955905795096 8.3578893914818746 7.5129488855600348 14.952993795275686 11.089412972331049 29.551779694855213 6.6229869276285163 17.902578771114349 35.82467757165432 9.2605081722140294 8.7032065838575345 7.3653582483530045 6.5720892101526243 21.004683643579483 7.1698105409741393 29.602950617671013 6.8377032279968262 24.552890591323379 7.776829130947589 6.7330044656991959 6.5245693624019614 21.179745301604271 6.6734470129013044 11.658210664987562 8.0103005208075029 7.1621057689189911 7075.5689340941608 leaf_count=46 26 28 23 51 38 27 52 38 103 23 64 124 36 31 22 22 69 24 97 21 83 27 24 23 71 22 42 43 25 25692 internal_value=3.63027e-06 -0.00113867 0.00322109 -0.00429456 0.00138796 0.00472665 0.000970039 -0.00172414 -0.00563954 0.00811383 0.000179071 -0.00830688 -0.00587982 -0.00298243 0.0125247 3.5424e-05 0.00194969 -0.00236542 -0.00587129 0.00654516 0.00477513 0.00896674 6.74074e-05 0.0053784 0.0043976 -0.012244 -0.00990661 -6.74037e-06 -0.0171047 4.62383e-06 internal_weight=7453.5 201.836 84.7529 117.083 48.4564 40.0985 76.7242 62.2172 44.5048 17.7124 32.5855 68.627 53.7884 44.5279 14.507 7251.67 156.286 61.8408 54.671 13.4098 94.4452 49.9613 44.4839 31.0775 42.1844 13.4065 41.2612 7095.38 14.8386 7087.37 internal_count=27017 711 287 424 180 142 261 216 155 61 115 244 191 155 45 26306 525 206 182 43 319 167 152 106 140 46 139 25781 53 25738 is_linear=0 shrinkage=0.03 Tree=1061 num_leaves=31 num_cat=0 split_feature=4 8 8 12 6 7 8 9 13 5 7 11 5 13 8 10 4 12 5 0 2 11 5 4 9 12 8 2 6 3 split_gain=0.314155 1.93873 1.80309 3.29152 2.65321 3.73315 2.25086 1.93084 2.58968 1.66831 1.55995 3.1705 3.06594 1.54569 3.90687 3.65899 3.08659 3.8349 3.0606 2.56362 1.90459 2.13992 1.69148 3.24542 2.88222 1.89257 1.5202 3.02248 1.6409 1.27303 threshold=1.3350000000000006 7.7000000000000002 6.9000000000000012 1.7000000000000004 0.90000000000000013 1.7000000000000004 6.3000000000000016 7.7000000000000002 1.9000000000000001 1.3750000000000007 1.7000000000000004 -1.8333333333333328 0.87000000000000033 3.9000000000000008 3.5000000000000004 -0.49999999999999994 1.3450000000000006 1.7000000000000004 1.0250000000000006 525.00000000000011 0.3000000000000001 1.0000000180025095e-35 0.82000000000000028 1.6750000000000003 4.1000000000000005 2.5000000000000004 2.5000000000000004 1.5000000000000002 0.70000000000000007 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -4 -5 -6 10 8 -8 -3 12 -12 -1 20 15 -15 -16 18 -18 -19 21 -2 23 25 -25 -22 27 -24 -28 -17 right_child=13 9 3 4 5 -7 7 -9 -10 -11 11 -13 -14 14 16 29 17 19 -20 -21 22 -23 26 24 -26 -27 28 -29 -30 -31 leaf_value=0.0067164497226370858 -0.00072415679582521139 0.0016966627827269965 0.019719410784109003 0.017634079050918482 -0.0091447666259413512 0.015714728551882207 0.0085782589950780808 -0.019057967173569643 -0.005468527103241947 -0.018186371448771197 0.011892932939948947 -0.0015671160481448628 7.8485402044026995e-05 0.0067679126016790166 0.019957074383498676 -0.0085306744957225865 0.029090335513177742 0.0032012848600126691 0.0065617227339922653 -0.0036958267704007169 -0.015810117416577684 0.019925879097962635 -0.0018869721847658706 0.013637505746466267 -0.013121899130588862 0.0021680046887545229 -0.0016628529564859567 0.016645437426802266 0.00020167097576279685 -0.022643082360714738 leaf_weight=64.243136785924435 8.9331148713827151 6.1393430829048183 11.368341609835623 7.0884899348020545 21.493036016821865 7.2775195837020865 13.801300078630446 7.7012436687946311 81.962707415223122 9.95885321497917 16.08228662610054 761.97201652824879 2483.6352939978242 11.454066812992094 9.5609198212623578 15.561789363622667 8.1092449501156825 213.2359369918704 16.409823417663574 62.782488133758307 22.889463678002361 9.1350173503160459 17.419986888766292 11.121935188770296 5.3724637348204842 6.846172407269477 485.78452650457621 14.523801431059836 3384.1674336260185 9.1267101466655713 leaf_count=235 27 22 37 24 67 24 45 22 271 31 48 2591 7427 38 31 55 32 780 57 253 108 28 52 75 38 39 2344 45 12143 28 internal_value=-5.17013e-06 -0.000216656 -0.00016856 0.00565332 0.00119396 -0.00285655 -0.000248735 -0.00460632 -0.00344413 -0.0106036 -0.000113177 -0.0012889 0.000245857 0.000166116 0.00208841 -0.00724601 0.00317635 0.00264251 0.0140127 0.00163248 -1.69575e-06 0.00971624 -4.61687e-05 -0.00575089 0.00492158 -0.0116709 2.14214e-05 0.00653911 -3.23776e-05 -0.0137477 internal_weight=7805.16 3492.72 3476.63 47.2274 35.859 28.7706 3429.4 103.465 95.764 16.0982 3325.93 778.054 2547.88 4312.43 346.241 36.1426 310.098 300.537 24.5191 276.018 3966.19 18.0681 3948.13 46.23 16.4944 29.7356 3901.9 31.9438 3869.95 24.6885 internal_count=27017 10844 10791 152 115 91 10639 338 316 53 10301 2639 7662 16173 1274 121 1153 1122 89 1033 14899 55 14844 260 113 147 14584 97 14487 83 is_linear=0 shrinkage=0.03 Tree=1062 num_leaves=27 num_cat=0 split_feature=3 0 4 5 4 7 5 0 5 8 13 12 10 4 13 5 4 12 6 8 9 4 8 8 11 4 split_gain=0.320073 3.32649 2.6729 2.65875 4.58433 3.30529 3.9594 2.17641 2.06132 2.65261 2.86184 0.426994 1.7647 1.60276 1.48552 1.44759 2.43784 2.37658 1.90662 1.42003 3.7492 1.70986 1.40836 1.34465 4.53193 3.21888 threshold=0.3000000000000001 200.00000000000003 0.93000000000000027 1.0250000000000006 1.0650000000000006 2.3000000000000003 0.91000000000000036 350.00000000000006 0.93000000000000027 5.9000000000000012 2.5000000000000004 2.5000000000000004 -2.4999999999999991 0.71500000000000019 5.9000000000000012 1.2050000000000007 2.0950000000000011 2.9000000000000008 2.1000000000000005 3.5000000000000004 4.1000000000000005 1.3250000000000008 1.7000000000000004 5.7000000000000002 -1.1666666666666663 1.2450000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 -3 5 -5 6 -4 -6 -1 10 -10 12 -2 22 23 16 18 -18 -15 20 -17 -21 -13 25 -25 -14 right_child=11 2 3 4 7 -7 -8 -9 9 -11 -12 13 14 15 -16 19 17 -19 -20 21 -22 -23 -24 24 -26 -27 leaf_value=0.0059819360329621644 -0.013127422943802279 0.023525350647251208 0.00099598254743496028 -0.017267296207283213 0.02273261825836077 0.013749194273656709 -0.018416712846648156 0.006846829728413736 0.0084440345839034044 -0.023994225175227524 -0.016458569801465383 -0.00095253160415068754 0.00045125567935436656 0.002769304245172429 -0.012705919614426783 -0.0066701618763006527 0.0073275138340466632 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0.000169813 -0.000218637 0.00020223 0.00152475 -0.00368378 0.00217876 -4.71315e-06 -0.00152034 0.000200144 -0.00914539 -0.000192084 0.000825649 -0.000487612 internal_weight=8973.17 154.544 120.265 114.438 64.7486 49.6894 40.5276 58.2839 34.2791 25.8381 16.614 8818.63 4041.75 4776.87 4032.2 4760.31 644.093 71.8536 572.24 4116.22 490.114 3626.1 16.566 4023.64 905.456 3118.18 internal_count=27017 461 364 347 193 154 122 175 97 73 47 26556 11591 14965 11564 14903 2003 297 1706 12900 1620 11280 62 11538 2567 8971 is_linear=0 shrinkage=0.03 Tree=1063 num_leaves=15 num_cat=0 split_feature=2 12 4 4 9 7 11 11 4 4 13 12 8 7 split_gain=0.288908 0.872332 0.577583 0.522984 1.14219 0.462185 3.00471 1.02147 0.470801 2.14022 1.90332 1.77454 0.766971 0.226267 threshold=3.9000000000000004 5.5000000000000009 2.7850000000000006 2.8450000000000011 5.5000000000000009 1.0000000180025095e-35 -0.66666666666666663 1.0000000180025095e-35 2.5450000000000008 2.5250000000000008 3.1000000000000005 3.1000000000000005 9.3000000000000025 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 5 -5 6 -1 -8 9 12 11 -10 -7 -12 right_child=1 2 -4 4 -6 8 7 -9 10 -11 13 -13 -14 -15 leaf_value=0.0091104236182208628 -0.021768227660412646 0.011333001131441188 -0.0083497071868832984 0.01197322112159507 -0.0035626236802534638 -4.0896359567812305e-06 -0.023729941108860706 -0.0067355713513280449 0.014090166387104813 0.016546697283815186 -0.022944304441871791 -0.0036714364450640994 0.005717559094438566 -0.01152900752000431 leaf_weight=9.0025137364864367 2.1996318455785504 2.4697307944297791 2.9380117133259773 9.7911440283060092 7.5379368811845771 7337.7266326844692 5.1800155788660041 8.257293898612259 6.2202047780156127 7.0524909794330588 3.7512629181146613 27.199892908334732 21.146038576960564 2.6786555722355843 leaf_count=30 26 24 19 39 32 26394 29 39 36 32 27 169 100 21 internal_value=3.73659e-06 -0.00583962 0.00063944 9.70696e-06 0.00521532 -2.43708e-06 -0.00430139 -0.0132868 1.05889e-05 2.81825e-05 -0.00324144 -0.000365617 1.23518e-05 -0.0181888 internal_weight=7453.15 7.60737 5.40774 7445.54 17.3291 7428.22 22.4398 13.4373 7405.78 7365.93 39.85 33.4201 7358.87 6.42992 internal_count=27017 69 43 26948 71 26877 98 68 26779 26526 253 205 26494 48 is_linear=0 shrinkage=0.03 Tree=1064 num_leaves=31 num_cat=0 split_feature=3 4 7 12 11 13 4 8 5 5 8 3 11 9 4 10 0 7 13 8 9 5 0 12 11 4 6 0 13 10 split_gain=0.30731 2.13592 3.16095 1.72073 3.638 3.59476 3.1664 1.7397 1.40904 3.11073 2.53553 0.66095 3.27246 3.21104 4.23101 4.19246 4.0677 3.98013 3.5619 2.76787 1.67487 2.9945 2.49092 1.17424 5.58287 6.04362 5.6836 4.91276 2.81894 2.37281 threshold=0.3000000000000001 1.8550000000000004 1.7000000000000004 1.1000000000000003 -1.0000000180025095e-35 2.7000000000000006 1.2450000000000008 3.3000000000000003 0.88500000000000023 0.76500000000000024 3.9000000000000004 0.50000000000000011 0.50000000000000022 5.3000000000000016 1.6350000000000005 0.50000000000000022 575.00000000000011 2.3000000000000003 3.3000000000000007 4.5000000000000009 5.9000000000000012 1.0750000000000008 475.00000000000006 1.3000000000000003 -1.0000000180025095e-35 1.195000000000001 2.1000000000000005 350.00000000000006 2.5000000000000004 0.33333333333333326 decision_type=2 2 2 2 2 2 2 2 2 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 -6 -1 -5 9 -9 -10 12 13 17 16 -16 -15 18 -2 -19 21 -14 -23 24 28 26 -26 -27 -13 -30 right_child=11 2 -4 7 5 -7 -8 8 10 -11 -12 23 20 14 15 -17 -18 19 -20 -21 -22 22 -24 -25 25 27 -28 -29 29 -31 leaf_value=0.02374205599392492 0.0014587885993587175 0.02312377780949329 -0.013549299884096925 0.0068356852447117788 0.0091766964064391235 -0.020292017005966938 -0.0016568781166903799 -0.016480915723193518 -0.025742823995845081 0.017187726293017642 -0.0067869260655673792 -0.00029853890827672791 -0.016976049635854595 0.0075457230586162723 0.031358082422790409 -0.0017529932982045043 -0.013956589548054796 0.027293362927149872 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internal_value=-5.30813e-06 -0.00159561 0.0117086 -0.00293535 0.00263153 -0.00806492 0.011881 -0.00577454 -0.00768803 0.00249886 -0.00989763 1.69755e-05 0.00144844 0.00267927 0.00784682 0.0213562 0.00408972 0.000392525 -0.00123488 0.0133757 -0.00710507 -0.00430394 0.00284642 -3.70155e-05 -0.00245673 0.00261817 -0.0028127 0.0134356 -0.00807553 -0.0119766 internal_weight=7804.64 107.849 9.86689 97.9823 33.094 15.3466 17.7474 64.8883 56.3393 10.0421 46.2972 7696.79 279.752 244.56 75.0234 16.3247 58.6987 169.536 150.652 18.8839 35.1918 29.7433 19.0143 7417.04 176.209 92.5858 61.6398 30.946 83.6235 55.6887 internal_count=27017 461 65 396 119 56 63 277 245 53 192 26556 1082 937 263 74 189 674 596 78 145 125 73 25474 566 300 199 101 266 178 is_linear=0 shrinkage=0.03 Tree=1065 num_leaves=18 num_cat=0 split_feature=13 5 0 4 7 8 7 13 5 3 8 12 10 8 8 6 5 split_gain=0.317986 2.94573 1.8971 1.95869 2.90394 1.3613 0.52734 0.555538 2.95801 3.79971 2.75751 1.64231 1.53594 0.452632 0.493713 2.77908 0.731444 threshold=5.3000000000000016 1.6500000000000004 350.00000000000006 1.2350000000000005 2.9000000000000004 4.1000000000000005 3.5000000000000004 4.9000000000000012 1.6400000000000006 1.1000000000000003 4.5000000000000009 1.9000000000000001 -0.33333333333333331 1.0000000180025095e-35 1.9000000000000001 1.9000000000000001 0.54500000000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 5 -4 -5 -2 7 13 9 11 -10 -9 -11 -1 15 -15 -16 right_child=1 -3 3 4 -6 -7 -8 8 10 12 -12 -13 -14 14 16 -17 -18 leaf_value=0.0081528230082030615 0.006318203344820094 -0.013734397757052258 -0.0096786457500421877 -0.0056333020249282684 0.017609111101281241 0.022523325064978734 -0.0067043170333037586 -0.0062840063228275763 -0.0044357649474157275 -0.025348054215524871 0.023259493534364385 0.0064228590394227302 -0.0089812826908356319 -0.0075530752442144414 0.009609991685604502 0.0077521406044892402 1.9837907491727249e-05 leaf_weight=6.1490093767642966 13.221898019313814 8.9149366766214353 11.315710544586183 9.6381298899650591 9.7142630368471128 7.2092479467391959 10.587349370121954 17.589166477322578 6.0834063142538053 8.6314297914505023 6.9115980714559555 19.089079320430756 12.832881093025206 35.431994929909706 7.1635349616408339 15.28284392133355 8767.1291725020856 leaf_count=20 39 27 33 28 29 22 33 52 20 27 20 54 38 112 27 51 26385 internal_value=1.70425e-06 0.00217812 0.00495426 0.000236216 0.00603362 0.0120363 -1.29505e-05 -4.99252e-06 -0.00264549 -0.00553759 0.0102944 0.000329242 -0.0155628 1.62775e-05 1.06082e-05 -0.00294087 2.76675e-05 internal_weight=8972.9 60.0142 51.0992 30.6681 19.3524 20.4311 8912.88 8902.29 71.1376 58.1426 12.995 36.6782 21.4643 8831.16 8825.01 50.7148 8774.29 internal_count=27017 178 151 90 57 61 26839 26806 211 171 40 106 65 26595 26575 163 26412 is_linear=0 shrinkage=0.03 Tree=1066 num_leaves=30 num_cat=0 split_feature=6 4 10 12 5 9 12 8 13 7 12 5 4 2 4 6 7 3 8 3 9 11 12 4 2 12 3 5 7 split_gain=0.290954 2.96428 4.33904 2.86748 2.78505 3.7865 2.54559 2.56094 2.31476 2.24127 2.23751 1.60208 2.00988 2.14953 1.5198 0.622951 2.05896 2.68345 2.81757 2.36936 1.69084 0.871072 0.510031 3.69359 0.757187 2.51412 0.657539 0.499481 0.436434 threshold=2.7000000000000006 1.1850000000000007 -1.1666666666666663 2.7000000000000006 1.9750000000000003 6.1000000000000005 1.5000000000000002 4.5000000000000009 3.9000000000000008 1.5000000000000002 3.1000000000000005 1.0050000000000006 1.6900000000000006 0.70000000000000007 0.99000000000000055 2.5000000000000004 0.70000000000000007 2.7000000000000006 4.1000000000000005 1.3 3.7000000000000006 3.1666666666666674 0.70000000000000018 1.1850000000000007 0.3000000000000001 2.5000000000000004 3.9000000000000004 2.2350000000000008 0.50000000000000011 decision_type=2 2 2 2 2 2 2 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 11 5 10 14 8 -8 -9 -5 -3 13 -13 -4 21 28 18 20 -20 -18 22 23 -1 25 -24 -26 -23 -17 right_child=1 3 6 4 -6 -7 7 9 -10 -11 -12 12 -14 -15 -16 16 17 -19 19 -21 -22 27 24 -25 26 -27 -28 -29 -30 leaf_value=-0.021595780325064064 0.024045631803786154 0.0066666125733311349 0.0023697883877490207 0.0088285859700819487 -0.014471651104663258 0.023698330731000208 -0.017767955046767762 0.016126009227314619 -0.0017097184619877445 -0.0059196766150277106 -0.0069668639462451771 -0.018154772299935378 -0.026016911021182965 -0.004504843217918008 0.021770490468619653 -0.0037354102565986891 0.0056733665808717205 0.022152147710472629 0.0098488013636441017 -0.00029632114411671953 -0.0065728074156975189 -0.017328312224383968 0.0011851845065187514 0.012184480175487062 -1.3359089908964946e-05 0.018218599065368893 -0.0071421266195993783 -0.00229735692516301 -0.014730409984078926 leaf_weight=6.4087486267089826 8.0895402207970601 5.9712994396686545 7.1393012851476652 14.741482421755789 8.2886773347854596 7.5983139872550955 10.617054156959055 11.160768434405329 33.794036597013474 6.6075943410396567 17.83803528547287 13.73092859983444 6.059219926595687 42.584682554006577 7.4016934633255005 6.1864589005708677 13.727099522948263 6.2610570862889281 47.943418562412262 36.485515743494034 38.908727839589119 4.0395574942231169 108.69540451467037 5.3409426510334015 6946.5240532495081 8.401545435190199 11.664431579411028 3.9210146702826023 6.8432623893022537 leaf_count=26 26 21 23 51 38 27 41 38 114 23 64 50 24 149 22 21 44 23 160 123 130 19 370 20 25224 33 65 24 24 internal_value=3.46124e-06 -0.00112065 0.00314842 -0.00422014 0.00136151 0.00462789 0.000944981 -0.00169763 -0.00554865 0.00792779 0.000180214 -0.00817827 -0.00959941 -0.00783298 0.0122452 3.47169e-05 0.00190781 0.0029458 0.00206846 0.00546464 -0.00337908 -6.56119e-06 4.5795e-06 -0.00624062 1.49507e-05 0.00240731 -2.53095e-05 -0.00992475 -0.00951003 internal_weight=7452.97 201.623 84.81 116.813 48.4665 40.1778 76.7204 62.1795 44.4111 17.7684 32.5795 68.3461 62.3748 56.3156 14.541 7251.35 156.356 143.326 137.065 84.4289 52.6358 7095 7087.04 11.7497 7075.29 117.097 6958.19 7.96057 13.0297 internal_count=27017 711 287 424 180 142 261 216 155 61 115 244 223 199 45 26306 525 480 457 283 174 25781 25738 46 25692 403 25289 43 45 is_linear=0 shrinkage=0.03 Tree=1067 num_leaves=31 num_cat=0 split_feature=10 8 11 7 11 5 5 6 5 11 3 3 6 8 11 3 13 6 2 11 13 2 7 7 4 12 13 4 12 4 split_gain=0.311085 2.31507 3.371 2.71703 3.17651 4.57604 2.4793 2.47784 2.0306 0.928663 0.779012 0.402422 2.63065 3.60077 2.84714 2.63866 2.62266 2.38667 2.31133 2.28448 2.17312 2.31262 2.15728 1.85256 1.76006 1.58157 1.84795 3.36982 1.63371 3.4555 threshold=-2.1666666666666656 6.1000000000000005 1.1666666666666672 1.7000000000000004 1.0000000180025095e-35 1.3050000000000006 1.3750000000000007 0.70000000000000007 1.7400000000000007 -0.33333333333333309 1.5000000000000002 0.90000000000000013 1.3 2.5000000000000004 0.50000000000000022 0.70000000000000007 1.9000000000000001 1.1000000000000003 1.9000000000000001 -1.4999999999999996 3.7000000000000006 1.1000000000000003 1.1000000000000003 3.1000000000000005 1.0150000000000006 1.3000000000000003 3.1000000000000005 1.0350000000000008 1.5000000000000002 0.80000000000000038 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 -6 -5 -3 -1 -9 -11 12 13 15 19 -2 18 -18 -15 22 21 -16 -14 -21 -22 26 27 -13 29 -27 right_child=11 7 -4 6 5 -7 -8 9 -10 10 -12 25 14 16 20 -17 17 -19 -20 23 24 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.004742555418207158 -0.003314142924253121 0.0075285510198176055 -0.019037534559057989 -0.02037426953231183 0.043519950861506562 0.0074373419741592785 0.0063756215391269242 -0.023486594039682226 0.01353997251904621 -0.018534998441580155 -0.0029144319009023977 -0.016994979202354966 0.0056665677741899326 -0.00038397786677853417 0.0013329035306820654 -0.027176350506101902 0.00077014569573194695 0.0049275397653826556 -0.0098883424642968263 -0.00028684981258631078 0.0021572856143976457 -0.0071120777079614859 -0.015735826932964488 -0.01606647158732679 -0.0135834696684574 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-0.00142993 -0.0124156 0.00129097 0.00239144 -0.00171437 -0.000695796 -0.00507588 -0.00293987 -0.0102035 -0.000424427 -0.0107823 0.000128932 -0.007638 -0.00120539 0.00015931 0.00474341 internal_weight=7804.44 82.8033 58.2451 51.7999 39.2302 14.5371 12.5697 24.5582 24.6931 18.7327 11.6975 7721.63 1688.71 731.372 957.342 17.6769 713.695 522.406 191.29 796.885 160.457 116.754 22.1136 774.772 43.703 6032.92 23.5037 14.8311 6009.42 69.1643 internal_count=27017 361 229 202 142 52 60 132 90 102 61 26656 6460 3096 3364 62 3034 2201 833 2781 583 410 77 2704 173 20196 74 45 20122 208 is_linear=0 shrinkage=0.03 Tree=1068 num_leaves=31 num_cat=0 split_feature=13 9 0 3 13 4 5 0 11 6 4 6 9 8 5 6 5 4 4 4 13 11 3 4 5 8 2 11 7 0 split_gain=0.315996 1.59566 2.29382 1.32957 1.53889 1.92296 2.77924 2.45719 1.36168 3.68541 5.4621 3.41473 3.98811 2.92247 2.37397 0.870692 1.65288 1.90769 2.72092 2.28722 1.79063 0.749496 2.99052 2.12814 2.25023 1.96184 0.764071 2.65244 2.54061 1.4446 threshold=1.7000000000000004 2.7000000000000006 475.00000000000006 0.90000000000000013 0.90000000000000013 1.8050000000000004 0.95000000000000018 475.00000000000006 0.50000000000000022 0.50000000000000011 1.0250000000000006 0.50000000000000011 3.1000000000000005 3.5000000000000004 1.0550000000000006 0.3000000000000001 1.4550000000000007 1.2450000000000008 1.7750000000000004 2.1750000000000012 1.9000000000000001 -1.4999999999999996 2.7000000000000006 0.77500000000000036 0.9650000000000003 4.1000000000000005 2.7000000000000006 1.8333333333333337 2.7000000000000006 875.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 -6 -7 11 14 -11 13 -13 -5 -10 16 17 -2 -19 -20 -18 22 23 -17 -25 -24 29 28 -28 -23 right_child=15 3 -4 8 5 7 -8 -9 9 10 -12 12 -14 -15 -16 21 20 18 19 -21 -22 26 25 24 -26 -27 27 -29 -30 -31 leaf_value=-0.0040383310446037305 -0.018853127885747098 -0.010828044165273439 0.016877689903422959 -0.0086058337654568232 0.012225179410750138 0.019898541201456028 -0.00093405454722660162 0.0026702059543839618 0.015603738914441244 0.017075127458211183 -0.0021019965416340138 -0.021824081908987422 -0.0013262534530943501 0.0052807995080016955 -0.0094429712606477288 0.020007342530118228 0.00031006132827133192 0.014746689912130866 -0.0212135773943712 0.0093638269457687155 0.019248745967384351 -0.00013151947254325835 0.0044617510529894122 -0.011444097862254752 0.0021297410762324645 -0.018685660376077419 0.0031426744494686934 -0.013838361963353994 -0.013843697577514262 0.0029289397218357897 leaf_weight=8.1855496317148226 4.351167947053912 8.394063472747801 11.142566755414007 15.349959462881086 16.531368061900139 11.674051001667975 114.4351762086153 20.594675727188587 3.5643635988235465 14.425545930862425 182.16796158254147 8.759323373436926 345.37847937643528 122.40456876158714 76.547971442341805 5.7922407537698737 7.872780159115794 9.1948809474706668 5.2643699347972852 3.7843300178647041 10.466536894440649 7262.135766543448 4.7707173451781264 11.38105648756027 321.27042097598314 10.655705096200107 196.71669929847121 9.4006975740194303 8.2572701275348646 141.51339351385832 leaf_count=24 12 27 37 46 47 41 323 83 12 51 594 26 1121 377 238 18 25 30 19 22 38 21432 23 34 978 51 720 29 30 509 internal_value=1.59599e-06 -0.000512881 0.00801966 -0.000688283 0.00169905 0.00234324 0.000726981 0.008903 -0.00122138 -0.00290497 -0.000694827 -0.000274306 -0.00183325 0.00373341 -0.00832859 6.32058e-05 0.00442735 -0.00100375 0.0032534 -0.00842555 0.0111187 4.07969e-05 0.00139046 0.00197925 0.00166534 -0.0115272 -2.18971e-05 0.00174375 0.00245839 -7.30218e-05 internal_weight=8972.38 959.556 19.3281 940.228 171.629 163.235 130.967 32.2687 768.598 276.706 196.594 491.892 354.138 137.755 80.1123 8012.83 40.9341 22.5947 18.2436 9.0487 18.3393 7971.89 353.87 338.444 332.651 15.4264 7618.02 214.375 204.974 7403.65 internal_count=27017 3047 61 2986 521 494 370 124 2465 895 645 1570 1147 423 250 23970 146 83 71 41 63 23824 1104 1030 1012 74 22720 779 750 21941 is_linear=0 shrinkage=0.03 Tree=1069 num_leaves=31 num_cat=0 split_feature=8 5 3 6 12 12 4 11 5 4 8 5 12 8 10 7 5 3 8 5 11 9 5 3 13 7 9 10 11 4 split_gain=0.288773 1.56341 1.95338 3.51477 2.3131 2.26162 1.6494 1.46587 1.28414 0.539489 0.529501 4.12503 2.16342 2.65478 3.64379 2.96125 1.37561 1.65307 1.27941 4.38032 3.99739 2.46182 4.99422 2.11747 2.10018 1.42374 1.06965 0.756773 2.20037 0.648883 threshold=8.7000000000000011 2.4450000000000007 1.7000000000000004 1.1000000000000003 3.5000000000000004 4.5000000000000009 1.6850000000000005 0.33333333333333326 1.6050000000000004 1.8100000000000005 7.5000000000000009 2.0950000000000011 1.5000000000000002 7.7000000000000002 -0.33333333333333331 0.70000000000000007 2.4050000000000007 2.3000000000000003 6.9000000000000012 2.055000000000001 0.50000000000000022 4.3000000000000016 1.5550000000000008 1.9000000000000001 1.9000000000000001 0.50000000000000011 6.5000000000000009 2.8333333333333344 0.33333333333333326 1.8050000000000004 decision_type=2 2 2 2 2 2 2 2 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 4 6 -4 -2 9 -6 -5 18 12 -12 14 -14 -15 17 26 27 21 23 22 -20 -21 -22 -23 -13 29 -29 -1 right_child=1 -3 5 7 8 -7 -8 -9 -10 -11 11 16 13 15 -16 -17 -18 -19 19 20 24 25 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-7.0935129794266912e-05 0.0017308603469352421 0.015829006484174003 -0.020771447451723764 0.025443864792065871 0.017672352538832491 0.0018199970103464364 -0.022929490851197588 0.00068926638260448825 -0.008163920871088616 0.011184438388563577 -0.013101253808640937 -0.025304124662092569 -0.0014560016203364582 0.012305386174958157 0.014609977897467008 -0.00042644681443206311 -0.024212625841295111 0.0033415109159500591 -0.002339476990219541 0.031776759649463943 0.010209428762190919 -0.016896531990694495 0.017844159126829021 0.010295006425685078 -0.014480876813288902 -0.0048143049687105139 -0.0068654436668974849 -0.003777989440019525 0.022177822781116741 0.00079422056013614612 leaf_weight=5975.6213202178478 3.3467412814497974 4.0665439292788497 10.224984012544157 4.5666372478008288 3.6399184539914122 6.5384302437305442 9.0196894034743291 8.1740368008613569 3.3020617738366127 5.0051678717136383 7.3746916800737372 4.5060335919261032 19.541960030794144 18.970877774059772 36.316042557358742 123.30218832567334 4.8780907392501822 8.8392922729253751 70.133911184966564 6.1403853893280091 5.2400038838386518 9.3070112913846952 13.093276642262934 12.611711256206034 7.594234511256218 154.33596649579704 7.6196624934673309 6.7046614661812765 5.2343012429773808 897.39772203192115 leaf_count=20858 15 18 59 17 24 32 65 39 16 26 31 20 90 75 148 586 26 35 310 24 20 37 49 46 30 673 32 29 20 3567 internal_value=3.6052e-06 -0.00210709 -0.00346237 0.000381899 -0.00847589 -0.0119598 -0.0162556 0.0100196 0.00538292 0.0179875 2.01272e-05 0.00143273 0.00285329 0.00344714 0.00898928 0.00127123 -0.0098637 -0.00652502 -2.5494e-05 -0.00201909 0.00850005 -0.00336499 0.000835807 0.0173292 -0.00440024 -0.00550147 -0.0137174 5.51355e-05 0.0076016 4.20267e-05 internal_weight=7452.65 57.8842 53.8177 37.0543 19.3084 16.7634 12.3664 17.7458 6.94198 9.57181 7394.76 231.349 205.506 198.131 55.858 142.273 25.8431 20.965 7163.41 278.457 31.5863 246.87 83.2272 18.7521 12.8342 163.643 12.1257 6884.96 11.939 6873.02 internal_count=27017 311 293 202 120 91 80 82 40 43 26706 1043 930 899 238 661 113 87 25663 1189 120 1069 359 70 50 710 52 24474 49 24425 is_linear=0 shrinkage=0.03 Tree=1070 num_leaves=31 num_cat=0 split_feature=0 10 6 4 6 7 5 11 8 10 10 4 5 9 4 0 4 4 4 4 9 6 7 11 3 13 2 9 11 2 split_gain=0.313821 1.45151 3.82634 3.25966 2.74091 2.54478 2.99562 2.32962 4.12615 3.5895 3.35498 4.27729 4.21639 2.30461 2.12234 1.30138 2.48328 2.36346 5.54397 3.36853 2.62208 1.90902 1.86116 1.65521 2.05036 2.01823 2.09286 1.37775 2.45085 1.5142 threshold=575.00000000000011 1.0000000180025095e-35 2.9000000000000004 0.75500000000000023 3.1000000000000005 0.50000000000000011 1.9400000000000006 0.83333333333333337 6.7000000000000002 -0.66666666666666663 -1.1666666666666663 0.89000000000000024 2.015000000000001 7.5000000000000009 1.4050000000000007 525.00000000000011 0.73500000000000032 0.82000000000000028 0.80000000000000038 0.93000000000000027 5.3000000000000016 1.3 1.7000000000000004 1.0000000000000002 0.90000000000000013 4.9000000000000012 2.7000000000000006 2.1000000000000005 -0.66666666666666619 1.3 decision_type=2 2 2 2 2 2 2 2 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 4 3 -3 7 13 -7 10 9 -9 11 -2 -12 -5 -10 23 -17 18 21 22 -21 -18 -19 27 -25 26 -26 28 -1 -30 right_child=1 2 -4 5 -6 6 -8 8 14 -11 12 -13 -14 -15 -16 16 17 19 -20 20 -22 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=-0.018879727402187286 0.031960069519189518 -0.025057270124897481 -0.019449974083026747 -0.009281708363807286 0.018045459319932369 0.0016863518850997207 0.0079928055419896966 -0.00051543566010976097 0.010668647264500172 0.0097117512228516983 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4897.4111884785816 15.75150576606393 9.8975555263459665 leaf_count=44 13 13 24 111 21 1671 280 218 12 225 1663 556 207 34 109 32 24 124 20 1982 1059 25 41 91 1831 25 72 16381 60 49 internal_value=-5.27791e-06 0.000426869 0.00165509 0.00197231 -0.000412699 0.00218649 0.0028086 -0.000590301 0.00279625 0.00494641 -0.00142097 0.00291566 -0.00258431 -0.00513594 -0.00896827 -8.90276e-05 -0.00109059 -0.00093769 0.00859176 -0.00116535 -0.000732917 -0.000883373 -0.00848647 8.98644e-05 -0.001379 -0.00104099 -0.00125574 0.00027272 -0.00566467 -0.000885474 internal_weight=7803.87 1266.86 514.375 506.758 752.49 502.774 463.404 745.318 146.806 124.12 598.513 126.596 471.917 39.3703 22.6851 6537 990.652 980.492 22.8772 957.615 904.207 16.2062 53.4078 5546.35 614.015 591.528 582.775 4932.34 34.925 25.6491 internal_count=27017 5157 2133 2109 3024 2096 1951 3003 564 443 2439 569 1870 145 121 21860 3307 3275 69 3206 3041 49 165 18553 2019 1928 1903 16534 153 109 is_linear=0 shrinkage=0.03 Tree=1071 num_leaves=25 num_cat=0 split_feature=10 2 13 5 5 12 7 5 12 6 9 3 3 7 11 12 5 5 0 5 6 5 10 8 split_gain=0.304953 1.32939 1.34879 3.12892 1.54386 2.44893 2.92232 1.9754 1.86136 3.45241 1.45701 1.05462 1.61551 1.25917 1.12224 4.13642 3.26111 1.46527 2.9334 2.21878 1.07226 1.4731 1.03327 0.00868627 threshold=-0.49999999999999994 1.0000000180025095e-35 5.1000000000000005 1.3650000000000007 0.99000000000000021 1.3000000000000003 2.1000000000000005 1.1450000000000007 2.7000000000000006 1.3 3.7000000000000006 3.7000000000000006 3.5000000000000004 0.90000000000000013 0.83333333333333337 1.3000000000000003 2.495000000000001 1.4750000000000008 200.00000000000003 1.5650000000000006 1.5000000000000002 2.6750000000000012 -1.1666666666666663 5.1000000000000005 decision_type=2 2 2 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 10 8 6 -6 -7 9 -3 -4 12 14 -14 17 -16 -17 18 -2 -19 21 -13 -10 -22 right_child=11 2 3 -5 5 7 -8 -9 22 -11 -12 20 13 -15 15 16 -18 19 -20 -21 23 -23 -24 -25 leaf_value=-0.012815562920503513 -0.0020654066333903637 -0.0028447451283800957 -0.0077245600494014145 -0.019931754623711058 -0.0070561386369046549 -0.0020941806037025365 0.012678165786826701 0.00063795663442781027 0.016871502973059904 0.0056199230354631565 0.011087978434923961 0.0071250153106134874 0.02071238646608493 0.00056975329320277878 0.016239572505463311 -0.00094084335132724542 -0.013776485310485189 0.0025376252119753105 0.00016660265345297431 0.00017376288183509534 -0.021138028234834263 -0.017871547481112519 0.0052823500696030888 -0.024080453244787199 leaf_weight=6.9701193869113913 692.75402423739433 80.516795627772808 7.189706504344942 9.7144489139318448 68.99062342941761 268.46857345849276 7.486299365758895 2110.5753709599376 11.58931999653578 93.984656780958176 7.6450668275356293 5.1416252963244897 5.9642669409513456 5.2534178867936134 12.454496011137961 1132.2905851453543 18.099232580512762 452.88349357992411 2254.7076319828629 1694.400213252753 1.7955912277102464 3.6127722971141338 17.199747487902641 1.8163384683430193 leaf_count=23 1938 237 21 32 199 778 21 6381 47 262 22 32 26 21 35 3421 82 1318 6559 5431 29 28 61 13 internal_value=1.91039e-06 0.000269164 0.000303152 -0.00669655 0.000367781 0.000159778 -0.00512435 0.000329642 0.00288022 0.00171424 0.00197044 -0.000112559 -9.52932e-05 0.0112793 -0.000115684 -0.000956617 -0.00114279 7.62539e-05 -0.000357996 0.000672325 -0.00886481 -0.00319059 0.00994768 -0.0226177 internal_weight=8971.5 2690.33 2683.36 24.5492 2658.81 2455.52 76.4769 2379.04 203.291 174.501 14.8348 6281.17 6268.81 11.2177 6257.59 1162.84 1150.39 5094.75 2947.46 2147.28 12.3663 8.7544 28.7891 3.61193 internal_count=27017 8084 8061 75 7986 7379 220 7159 607 499 43 18933 18831 47 18784 3538 3503 15246 8497 6749 102 60 108 42 is_linear=0 shrinkage=0.03 Tree=1072 num_leaves=16 num_cat=0 split_feature=2 12 4 2 12 5 10 10 8 2 4 3 2 8 4 split_gain=0.285184 0.853651 0.553917 0.517544 2.05355 2.03403 1.56486 1.88539 0.540331 0.541105 3.57003 2.2675 0.86817 3.15332 0.584526 threshold=3.9000000000000004 5.5000000000000009 2.7850000000000006 3.3000000000000003 5.5000000000000009 1.7950000000000002 -0.83333333333333315 1.8333333333333339 0.70000000000000007 3.1000000000000005 1.9250000000000003 2.1000000000000005 2.9000000000000004 4.9000000000000012 2.6350000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 8 5 6 -5 -8 -1 12 -11 -12 14 -14 -10 right_child=1 2 -4 4 -6 -7 7 -9 9 10 11 -13 13 -15 -16 leaf_value=-0.0092921907787155318 -0.021736281350927571 0.010946493082625276 -0.0082962260231542653 -0.0088406284765138125 -0.011140164657328951 -0.012094380851086009 0.016693470288694865 -0.0047195654319850009 -2.9398554040501254e-05 -0.024573019117412734 -0.0030131564800213021 0.0211586570937695 0.014309382141852201 -0.0011443307883813466 0.004403400296826598 leaf_weight=5.6382215172052375 2.1646855827420941 2.4917804673314095 2.9288063570857048 3.5323881283402505 7.0837559960782519 4.4450345598161212 19.170939106494192 4.5859898626804343 7287.6288536302745 6.0766499489545849 20.61323689669371 4.2053449451923361 17.439604312181473 37.300166219472885 26.87128384411335 leaf_count=29 26 24 19 20 39 24 99 26 26183 29 108 18 66 181 126 internal_value=3.55734e-06 -0.00581047 0.000549427 9.48124e-06 0.00346444 0.00672448 0.0097898 0.0125599 -8.62827e-06 -1.55505e-06 -0.00396349 0.0010826 1.50552e-05 0.00377908 -1.31138e-05 internal_weight=7452.18 7.58527 5.42059 7444.59 38.8181 31.7344 27.2893 23.7569 7405.77 7400.14 30.8952 24.8186 7369.24 54.7398 7314.5 internal_count=27017 69 43 26948 208 169 145 125 26740 26711 155 126 26556 247 26309 is_linear=0 shrinkage=0.03 Tree=1073 num_leaves=24 num_cat=0 split_feature=0 8 10 6 6 4 7 11 8 10 2 6 4 4 13 2 4 9 9 3 9 13 3 split_gain=0.306037 1.41381 1.31821 3.51472 2.59645 2.56854 2.64759 2.36723 5.33125 3.24129 1.30039 2.13683 1.34907 3.73476 2.53419 2.17906 2.04718 1.3513 5.05575 2.79961 1.02154 0.463985 0.0134175 threshold=575.00000000000011 2.1000000000000005 1.0000000180025095e-35 2.9000000000000004 3.1000000000000005 0.75500000000000023 0.50000000000000011 0.83333333333333337 3.1000000000000005 -1.1666666666666663 3.5000000000000004 1.3 2.2850000000000006 2.2950000000000013 3.5000000000000004 1.7000000000000004 2.2550000000000012 6.7000000000000002 6.5000000000000009 1.9000000000000001 5.1000000000000005 3.9000000000000008 1.7000000000000004 decision_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 4 5 7 -4 -7 9 -9 -3 12 22 16 -14 15 -15 17 18 -1 -19 -18 -16 -12 right_child=1 2 3 -5 -6 6 -8 8 -10 -11 11 -13 13 14 21 -17 20 19 -20 -21 -22 -23 -24 leaf_value=-9.1392201786914985e-05 -0.012931503661930297 0.002947334944807345 -0.024420520803950484 -0.018967600716794767 0.017636792551618714 -0.0053633665600569033 0.0027807993222337237 0.024217563311387663 0.0013997445495250178 -0.0024656392853030381 -0.021629909055440908 0.01016867144074594 0.031417180797021362 -0.0080554197641852406 -0.023629129370461036 0.0065238797272575292 -0.022897613214599773 -0.0024758579266229907 0.0050610724499944174 0.0010728728670542161 -0.0038201113286898255 -0.0076544116693304876 -0.024643730144062782 leaf_weight=5396.4315626807511 7.0967154353857032 126.3557729255408 3.296925574541091 7.3192011415958396 7.1897543221712104 38.961465619504452 460.99790332280099 9.8842294961214048 136.23044251091778 469.49207568541169 2.9919408867135635 2.5954885371029377 4.1919045373797408 11.100131928920744 3.2189249992370597 54.662768783047795 5.1880836151540262 556.39474308490753 177.01708974689245 312.41988515108824 4.9233317300677299 3.3283641524612904 2.392659030854702 leaf_count=18179 24 568 10 23 21 144 1943 31 531 1862 34 17 20 51 21 296 36 1691 535 926 21 19 14 internal_value=-5.5934e-06 0.000421167 0.00049639 0.00167191 -0.000304773 0.00197209 0.00214613 -0.00047863 0.0029433 -0.00131776 -8.82984e-05 -0.0121912 -7.35054e-05 0.00388692 0.00229096 0.00406304 -0.000120462 -9.92917e-05 7.22541e-05 -0.00119976 -0.0136086 -0.0155083 -0.0229691 internal_weight=7803.68 1266.82 1259.73 510.575 749.152 503.256 499.959 741.963 146.115 595.848 6536.86 7.98009 6528.88 76.5021 72.3102 65.7629 6452.37 6442.26 5573.45 868.815 10.1114 6.54729 5.3846 internal_count=27017 5157 5133 2120 3013 2097 2087 2992 562 2430 21860 65 21795 407 387 347 21388 21331 18714 2617 57 40 48 is_linear=0 shrinkage=0.03 Tree=1074 num_leaves=22 num_cat=0 split_feature=13 5 0 4 4 10 7 12 8 13 5 3 10 2 13 0 2 7 4 12 4 split_gain=0.312384 2.82792 1.81904 1.87881 2.83906 1.31702 0.506994 3.34169 2.34753 0.554801 4.20644 3.18798 2.10639 1.60137 0.495876 4.70662 4.44656 2.19476 0.750796 2.88161 1.85189 threshold=5.3000000000000016 1.6500000000000004 350.00000000000006 1.2350000000000005 1.4750000000000008 0.33333333333333326 3.3000000000000003 2.1000000000000005 5.5000000000000009 4.9000000000000012 1.6400000000000006 1.1000000000000003 -0.33333333333333331 0.90000000000000013 4.3000000000000016 200.00000000000003 1.3 2.9000000000000004 0.88500000000000023 1.1000000000000003 0.93000000000000027 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=6 2 5 -4 -5 -2 9 -8 -9 14 11 13 -13 -11 18 16 -16 -17 19 -1 -20 right_child=1 -3 3 4 -6 -7 7 8 -10 10 -12 12 -14 -15 15 17 -18 -19 20 -21 -22 leaf_value=0.010762711103782791 0.0058003287929026598 -0.013466064259478118 -0.0094677471186603891 0.016122250883561184 -0.0070585983699299124 0.021476301810583253 0.010073636943299167 -0.025104957471819272 0.00069528551204192917 -0.0094428175493405826 0.013204376807647555 -0.027346848130031964 -0.0077697277868945553 0.0039521275110874377 -0.019021310279005357 0.0016182247194956607 0.0084977657543062607 0.011241202065458294 -0.0034002929442808502 0.00055477527132687468 -1.8038728836919679e-05 leaf_weight=26.942201942205429 12.549477756023409 8.8752143532037717 11.284249946475031 10.826643019914629 8.4791201651096326 7.8350299298763266 8.4438008815050143 7.4864947497844678 5.5100361555814743 12.323509380221365 12.285416692495344 8.2029669433832186 12.459116652607916 23.068978175520897 18.105846449732784 226.86443437635899 7.4624532163143149 23.544748738408089 148.38319191336632 326.53645576164126 8043.7119379155338 leaf_count=77 38 27 33 31 26 23 24 22 22 37 38 26 37 65 53 665 21 68 459 1026 24199 internal_value=2.06569e-06 0.0021622 0.00488325 0.000257036 0.00594119 0.0118256 -1.24421e-05 -0.00462014 -0.0141666 -1.32938e-06 -0.00269396 -0.00617838 -0.015542 -0.000711934 1.95302e-05 0.00127114 -0.0109895 0.00252303 -2.08902e-05 0.00133283 -7.93014e-05 internal_weight=8971.18 59.8497 50.9745 30.59 19.3058 20.3845 8911.33 21.4403 12.9965 8889.89 68.34 56.0546 20.6621 35.3925 8821.55 275.977 25.5683 250.409 8545.57 353.479 8192.1 internal_count=27017 178 151 90 57 61 26839 68 44 26771 203 165 63 102 26568 807 74 733 25761 1103 24658 is_linear=0 shrinkage=0.03 Tree=1075 num_leaves=31 num_cat=0 split_feature=6 4 10 12 5 9 12 8 3 12 7 12 3 7 11 4 6 0 3 12 3 2 5 8 11 12 4 2 6 3 split_gain=0.28625 2.84253 4.12023 2.7584 2.68448 3.59695 2.42367 2.44777 2.28193 2.15225 2.12642 1.55123 2.45235 5.23195 2.5676 1.44509 0.595057 2.0315 3.15068 2.90723 3.38928 5.85038 1.66197 1.10554 0.846418 0.491763 3.5737 0.716551 2.4643 0.643125 threshold=2.7000000000000006 1.1850000000000007 -1.1666666666666663 2.7000000000000006 1.9750000000000003 6.1000000000000005 1.5000000000000002 4.5000000000000009 2.1000000000000005 3.1000000000000005 1.5000000000000002 1.5000000000000002 0.90000000000000013 1.5000000000000002 0.83333333333333337 0.99000000000000055 2.5000000000000004 575.00000000000011 1.5000000000000002 3.9000000000000008 1.3 1.7000000000000004 1.2150000000000005 4.5000000000000009 3.1666666666666674 0.70000000000000018 1.1850000000000007 0.3000000000000001 1.3 3.9000000000000004 decision_type=2 2 2 2 2 2 2 2 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 -2 11 5 9 15 8 -8 -5 -9 -3 13 -13 -14 -4 24 19 23 20 21 -18 -22 -19 25 26 -1 28 -27 -29 right_child=1 3 6 4 -6 -7 7 10 -10 -11 -12 12 14 -15 -16 -17 17 18 -20 -21 22 -23 -24 -25 -26 27 -28 29 -30 -31 leaf_value=-0.021408456036306873 0.023343956264381648 -0.020192667138078133 0.0022841519135859585 0.0086023582089897223 -0.014314314646189735 0.022969749154553347 -0.0025347951393863435 0.015647470759456258 -0.021346246503573918 -0.0068804624515157618 -0.0058172109257206891 -0.014352400064115371 -0.014238379751175851 0.016630302966656324 0.0053705080100928991 0.0211778118821336 0.0031031154991668364 -0.027005839117811212 0.0069503822571191859 0.019612120683161798 -0.018289907798823689 0.02915724169293361 -0.0017385227500922638 -0.008700797798476316 -0.0098087253476105349 -0.0029317284237178106 0.011855716006668258 -1.2080403620819626e-05 0.0059286547282085458 -0.0070728932086290362 leaf_weight=6.3321842551231367 8.1512134522199613 8.3110463768243772 7.1455018520355207 14.801665961742399 8.2156862840056402 7.68169842660427 37.407825633883476 11.236195370554926 6.8693930208683005 17.794889360666275 6.5899128243327132 9.1290372759103793 32.643001362681389 10.60222704708576 7.3660008385777465 7.4337345212697983 63.086993426084518 5.3361362218856829 8.6104985326528531 9.0626021251082403 6.1497762203216544 8.8440245538949949 48.682423785328865 6.6951635330915451 7.9182945452630511 47.472207352519035 5.3733438551425934 6945.6689174119383 69.772403791546822 11.629344955086706 leaf_count=26 26 30 23 51 38 27 126 38 29 64 23 33 118 36 27 22 205 19 30 32 21 29 164 25 43 163 20 25224 240 65 internal_value=3.56712e-06 -0.00111211 0.00306552 -0.00415302 0.00131433 0.00450215 0.000909957 -0.00167421 -0.0054533 0.000150082 0.00771246 -0.0080491 -0.00635969 0.00229558 -0.0106282 0.0119177 3.45539e-05 0.00186455 -0.00690414 0.00319715 0.00202361 0.00630651 -0.00359486 -0.0168195 -5.80823e-06 5.14572e-06 -0.00613876 1.53114e-05 0.0023411 -2.38828e-05 internal_weight=7452.01 201.379 84.8338 116.545 48.4939 40.2783 76.6826 62.1033 44.2772 32.5966 17.8261 68.0513 59.7403 19.7313 40.009 14.5792 7250.63 156.468 20.6418 135.826 126.763 71.931 54.8322 12.0313 7094.17 7086.25 11.7055 7074.54 117.245 6957.3 internal_count=27017 711 287 424 180 142 261 216 155 115 61 244 214 69 145 45 26306 525 74 451 419 234 185 44 25781 25738 46 25692 403 25289 is_linear=0 shrinkage=0.03 Tree=1076 num_leaves=31 num_cat=0 split_feature=11 6 9 9 2 10 5 6 8 4 4 8 11 13 12 5 4 9 0 12 8 2 2 0 13 13 12 2 4 10 split_gain=0.318143 1.08862 1.24534 2.53547 3.86741 2.78903 2.23347 2.03907 1.40245 2.43906 3.27843 0.919775 0.612871 3.17924 2.11047 4.41487 7.08424 3.29777 2.66288 1.90825 1.65614 1.26312 0.735635 1.89273 1.59393 2.63434 2.41833 1.55911 0.816681 1.83814 threshold=1.8333333333333337 2.7000000000000006 7.1000000000000005 6.5000000000000009 1.1000000000000003 -1.1666666666666663 1.9000000000000004 1.5000000000000002 3.9000000000000004 1.2750000000000006 1.5350000000000008 4.9000000000000012 1.5000000000000004 3.9000000000000008 3.1000000000000005 1.7500000000000007 1.3250000000000008 4.3000000000000016 575.00000000000011 3.1000000000000005 6.1000000000000005 0.90000000000000013 2.9000000000000004 875.00000000000011 3.5000000000000004 2.7000000000000006 4.5000000000000009 3.7000000000000006 2.475000000000001 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 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 5 -5 11 -6 -7 -4 -10 -11 -2 22 14 18 17 -17 -16 20 -15 -14 -20 28 24 25 -24 -26 -25 -1 -30 right_child=1 -3 8 4 6 7 -8 -9 9 10 -12 -13 13 19 15 16 -18 -19 21 -21 -22 -23 23 27 26 -27 -28 -29 29 -31 leaf_value=-1.1215000676136952e-05 0.021075695114589826 -0.012182527284748801 -0.015850867406988451 0.029477412298048743 0.015153783023375068 -0.0053042633109567239 -0.0056145102534046979 0.0016334372888485657 0.015372015009588744 -0.026163624129332923 0.0013681983768021439 0.0050860887360207876 -0.0057962068798516012 0.019708758487309588 -0.0012419041314785171 0.016603894638555491 -0.0078225087167011955 0.016866988348027585 0.015753183280256558 -0.00023265880446062714 0.0057060891953547282 -0.00044830342656577515 0.00076189214768827178 -0.019828949044443125 -0.0039105808877714331 -0.013649060091045872 0.028004949112259658 0.0042138063640711305 0.0091729555984319828 -0.0041542563805215347 leaf_weight=7210.6514969021082 5.7799423187971097 7.7066009044647208 9.486959829926489 6.2543458789587048 7.5858471393585232 87.344451669603586 12.084528602659701 67.665440313518047 5.4614559859037426 5.7577551752328899 12.016416177153586 7.3615638464689255 83.626190811395645 13.086998105049135 13.270918011665342 14.236971616744993 42.844282533973455 28.460194563493133 9.6349538415670413 6.4460742846131316 13.020037911832331 7.8671965524554244 49.678080508485436 9.2788706403225643 4.5068788677453977 14.822752917185424 4.0630915239453316 3.2874835338443509 25.381087078712881 14.713593700900672 leaf_count=24570 19 23 28 19 24 316 38 211 16 17 40 30 265 39 63 42 135 108 29 21 48 30 316 116 29 112 18 31 166 98 internal_value=-5.78131e-06 -0.00109404 -0.000717249 0.000195566 0.00892845 -0.00115083 0.00239475 -0.00227579 -0.00613111 -0.0021626 -0.00755044 0.0121187 2.79359e-05 0.00154438 0.000481915 0.0036918 -0.00173018 0.0111082 -0.00229672 0.0131279 -0.00424663 0.00847063 -2.01209e-05 -0.00278434 -0.00093478 -0.00254985 0.0112208 -0.0135391 1.25267e-05 0.00428225 internal_weight=7803.38 234.505 226.799 194.076 25.9247 168.151 19.6704 155.01 32.7226 23.2356 17.7742 13.1415 7568.88 232.494 212.961 98.8124 57.0813 41.7311 114.148 19.5331 96.6462 17.5022 7336.38 85.6372 73.0708 64.5008 8.56997 12.5664 7250.75 40.0947 internal_count=27017 781 758 657 81 576 62 527 101 73 57 49 26236 780 720 348 177 171 372 60 313 59 25456 622 475 428 47 147 24834 264 is_linear=0 shrinkage=0.03 Tree=1077 num_leaves=29 num_cat=0 split_feature=13 9 0 3 10 13 5 5 6 5 4 12 4 6 9 5 5 4 5 7 8 4 5 4 2 8 12 4 split_gain=0.306156 1.53563 2.21274 1.28787 2.16229 2.0624 1.66922 2.21576 1.82696 1.61468 1.43793 1.62833 1.40501 0.851908 1.97169 1.93987 1.89397 4.18338 3.68811 1.11207 0.741813 1.00015 2.77472 2.50933 2.30285 2.2863 1.8609 1.26621 threshold=1.7000000000000004 2.7000000000000006 475.00000000000006 1.1000000000000003 1.5000000000000004 1.5000000000000002 1.0950000000000004 1.1850000000000007 0.50000000000000011 2.1050000000000009 0.92500000000000027 1.9000000000000001 1.5550000000000008 0.70000000000000007 2.1000000000000005 0.82000000000000028 1.4750000000000008 2.265000000000001 1.4250000000000007 1.9000000000000001 10.100000000000001 2.305000000000001 1.1950000000000005 2.2850000000000006 2.9000000000000004 6.3000000000000016 3.1000000000000005 2.0950000000000011 decision_type=2 2 2 2 2 2 2 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 10 -6 12 8 -8 -9 -3 -12 -5 14 -2 19 18 -18 -17 -16 21 23 24 27 -23 -25 -24 -15 right_child=13 3 -4 6 5 -7 7 9 -10 -11 11 -13 -14 20 15 16 17 -19 -20 -21 -22 22 26 25 -26 -27 -28 -29 leaf_value=-0.003952086589239086 -0.014475632379237054 -0.011733378272580053 0.016613564878779331 0.00053014717276718252 0.022691280283718421 0.00073056304033756667 0.002060193849072326 -0.0020238933659120577 -0.015790235923849476 0.0020482688683620275 0.0043511530114999008 -0.00081435042487092472 0.016189003958593729 3.1344228822569227e-05 0.0046674393081372152 0.00076457193219029687 0.0042093019050753987 -0.010113250260895454 -0.0092121191589812305 0.02257790084911002 -0.0082031553239449561 -0.0010161834143262603 -0.004221307527438661 -4.2366301426652139e-05 -0.021854652824177076 -0.024486994330455411 0.0057999739185581921 -0.00230644713446344 leaf_weight=8.1849109828472155 7.158266343176364 8.5176562368869764 11.086050435900686 12.81071984767914 7.8731068745255453 7.5296633392572403 7.3426493853330639 507.95708652585745 17.362142711877823 105.90664999559522 79.807955220341682 176.1486316844821 8.631940230727194 7046.8156527858227 6.6744786053895933 272.6476578861475 228.43121817708015 19.957473285496235 37.995601281523705 5.8587810099124908 9.9652295261621457 16.24455646425486 19.839495226740837 6.5773354619741422 6.7585912197828284 7.2275595963001251 104.62247939407825 214.873171672225 leaf_count=24 25 25 37 37 27 25 22 1595 51 409 226 540 29 20898 23 859 664 75 113 25 32 68 66 21 30 22 386 663 internal_value=2.15239e-06 -0.000504363 0.00787876 -0.000676246 0.0010291 0.0119558 -0.0013994 -0.00167586 -0.0104848 -0.00132134 0.000392738 0.000796268 0.00683376 6.27927e-05 0.00117146 0.00136742 0.00110573 0.00305852 -0.000455704 0.0130398 -2.35275e-05 -1.25464e-05 0.00243342 -6.21231e-05 -0.00713877 -0.0128404 0.00420256 -3.7831e-05 internal_weight=8970.81 959.159 19.271 939.888 279.877 15.4028 660.011 638.569 24.7048 613.864 264.474 255.957 21.4427 8011.65 578.723 571.565 559.032 248.389 310.643 12.5333 7432.92 7422.96 147.465 7275.49 23.0031 13.8049 124.462 7261.69 internal_count=27017 3047 61 2986 843 52 2143 2077 73 2004 791 766 66 23970 1784 1759 1711 739 972 48 22186 22154 550 21604 98 43 452 21561 is_linear=0 shrinkage=0.03 Tree=1078 num_leaves=31 num_cat=0 split_feature=4 4 6 12 12 3 9 7 8 10 8 9 6 7 13 4 9 11 9 9 12 10 5 6 10 8 0 5 2 5 split_gain=0.281587 2.89598 2.0745 2.17282 3.78819 2.2892 4.20861 2.74401 2.10929 3.17361 1.82138 2.78936 1.72223 2.81496 4.64253 2.75374 1.94131 2.18878 2.0382 1.68382 2.28311 2.96352 3.11524 2.25258 2.5482 2.30815 2.07291 1.76291 5.20201 2.2108 threshold=1.1050000000000006 1.1350000000000007 0.90000000000000013 3.3000000000000007 3.9000000000000008 1.1000000000000003 4.9000000000000012 2.1000000000000005 3.5000000000000004 -1.0000000180025095e-35 6.5000000000000009 6.1000000000000005 2.7000000000000006 1.7000000000000004 4.9000000000000012 1.3350000000000006 4.1000000000000005 -0.66666666666666619 4.5000000000000009 2.9000000000000004 2.9000000000000008 0.50000000000000022 1.0550000000000006 2.9000000000000004 1.0000000180025095e-35 4.1000000000000005 475.00000000000006 2.1050000000000009 1.3 2.0750000000000011 decision_type=2 2 2 2 2 2 2 2 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 8 5 -5 7 -7 -4 -2 -10 19 -12 -3 16 -15 -16 17 -14 -18 20 21 22 -1 27 25 -25 -23 29 -29 -21 right_child=1 12 3 4 -6 6 -8 -9 9 -11 11 -13 13 14 15 -17 18 -19 -20 23 -22 26 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.0058767866294423231 0.0080209260343863456 4.111697331840091e-05 0.0093921855797744463 0.026539700593647492 -0.004222744703208465 -0.0058922593641018367 0.0071113126234944079 -0.010631757902383526 0.0069163511597002776 -0.016884189292120884 -0.016815004099906376 0.0091524793911090859 -0.0014166120760099224 0.017985026187391614 -0.01404536269837243 0.0038130526319128111 0.0082445766160519369 -0.022286664871704259 -0.0064967935725325577 -0.0009465606289119897 -0.0083547791755570616 0.030616791676804343 0.0081033424790753084 -0.0052494969530753168 0.020117236698802388 0.012950697653502208 0.0079388810306412119 0.00076239410067951367 0.025966025000424733 -0.016150590036917749 leaf_weight=23.221509233117104 9.9021136760711652 5799.6594579908997 68.92598669230938 10.004689142107962 5.6301915496587744 45.447650745511055 44.172141328454018 6.7636811286211005 7.7226376831531534 14.527337223291397 13.570761024951937 5.130418360233306 6.9850001931190517 12.654104232788084 13.113622799515722 19.074511677026749 10.017892263829706 12.829877927899359 53.641297206282616 1093.4926269650459 12.081532813608645 6.3871746808290473 37.529876008629799 15.698612213134767 9.5660408064722997 10.443014115095137 8.3961715996265394 57.979950375854969 8.4436901360750181 8.6757529526948911 leaf_count=84 33 21317 226 35 25 150 153 23 26 51 55 20 25 40 47 70 35 47 203 3718 45 21 116 52 30 33 26 246 33 32 internal_value=3.38055e-06 8.85759e-05 0.00352465 0.00477238 0.015462 0.00376136 0.00051699 0.00760283 -0.00349731 -0.00862337 -0.000395814 -0.00969117 -3.49425e-05 -0.00347269 0.00258977 -0.00346256 -0.00672944 -0.0149297 -0.00417698 -0.000261259 0.00375412 0.0056909 0.0027596 -0.000553389 0.00686902 0.00202109 0.0177369 -0.000780189 0.00396625 -0.00106624 internal_weight=7451.69 6141.07 213.096 180.944 15.6349 165.309 89.6198 75.6897 32.1521 22.25 1310.62 18.7012 5927.98 128.316 44.8422 32.1881 83.4741 19.8149 63.6592 1291.92 87.6163 75.5347 60.7514 1204.3 35.7077 26.1416 14.7833 1168.59 66.4236 1102.17 internal_count=27017 22506 722 612 60 552 303 249 110 77 4511 75 21784 467 157 117 310 72 238 4436 292 247 200 4144 115 85 47 4029 279 3750 is_linear=0 shrinkage=0.03 Tree=1079 num_leaves=31 num_cat=0 split_feature=9 11 5 11 9 4 7 8 8 5 11 0 7 0 5 13 10 4 6 12 5 9 13 3 4 8 7 0 5 5 split_gain=0.309703 3.91346 4.50009 2.78214 3.27402 3.54524 2.31714 2.31187 2.33601 2.10667 2.65732 3.46439 2.17 3.56703 2.49297 3.16552 2.11525 1.77786 1.71406 1.40128 1.28758 1.02252 6.35803 3.07805 3.14847 2.06435 2.17352 2.04198 2.03082 1.4108 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 8.3000000000000025 1.7850000000000004 0.90000000000000013 6.1000000000000005 5.1000000000000005 1.8550000000000004 -0.33333333333333309 350.00000000000006 0.50000000000000011 525.00000000000011 2.5850000000000013 2.3000000000000007 -0.83333333333333315 1.5150000000000008 1.1000000000000003 2.3000000000000007 1.7150000000000005 7.1000000000000005 4.1000000000000005 0.70000000000000007 1.3750000000000007 2.9000000000000004 0.90000000000000013 200.00000000000003 1.3550000000000006 1.5050000000000006 decision_type=2 2 2 2 2 2 2 2 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 9 -3 7 6 -6 -5 8 -4 10 11 19 13 -11 15 -14 -13 -16 -9 -2 -12 -1 23 24 29 26 -25 -27 -26 -23 right_child=1 2 3 4 5 -7 -8 18 -10 12 20 16 14 -15 17 -17 -18 -19 -20 -21 -22 22 -24 25 28 27 -28 -29 -30 -31 leaf_value=4.3508003092689154e-05 -0.0006970888041555295 -0.012480480685497357 0.012335696310782612 0.024407334792819192 -0.0084902089318253573 0.010238641532843134 0.0052081597339550256 0.012948177677045534 0.031181276168535547 0.022270605774016069 -0.020795804575869506 0.0063972935245640537 -0.0072069285426455661 -0.0040375749876568334 -5.3111987711377423e-05 0.0048905487478803382 -0.013827039060326146 -0.018123152986542698 -0.0071597270351870896 0.014493551991579652 -0.0055208664608986484 -0.011367969729194747 0.017232693490633163 0.0014184171024392122 0.034597732639442783 -0.0062090375347947464 -0.018616309998080973 -0.0010394346285277261 0.0087293297371054766 0.0078875120349661716 leaf_weight=7026.1005105441436 11.134036391973497 12.052653431892393 25.526458233594894 8.1389885693788546 28.007740527391434 13.47160831093788 18.556624047458172 7.4175382852554304 7.7069618776440612 9.9415449798107165 12.835881754755976 5.9885978698730495 28.475101128220558 8.6953707411885244 8.3913151323795336 61.535556748509407 20.889555156230927 11.778709292411802 7.8564965277910233 10.734509348869322 8.1011527031660062 6.6639331281185168 15.846344426274298 7.4124554395675686 4.8462483063340169 89.405755341053009 14.228052109479902 297.89497819542885 6.2587541341781616 7.0447341203689575 leaf_count=24597 34 38 77 25 84 43 57 26 24 33 42 18 88 30 28 181 67 37 24 33 25 21 46 22 20 269 40 945 23 20 internal_value=-5.7029e-06 0.000897656 0.0049715 0.00677419 0.00286669 -0.00240748 0.0110616 0.012266 0.0167061 -0.00174437 -0.00594641 -0.00210702 0.000528714 0.00999608 -0.00107268 0.00106348 -0.00932095 -0.0106055 0.00260529 0.00675947 -0.0148855 -4.52459e-05 -0.00143224 -0.00211412 0.00814527 -0.00273664 -0.0117539 -0.0022328 0.0200184 -0.00147279 internal_weight=7802.94 327.236 128.735 116.682 68.175 41.4793 26.6956 48.5075 33.2334 198.501 69.6837 48.7467 128.818 18.6369 110.181 90.0107 26.8782 20.17 15.274 21.8685 20.937 7475.7 449.601 433.755 24.8137 408.941 21.6405 387.301 11.105 13.7087 internal_count=27017 1014 398 360 209 127 82 151 101 616 219 152 397 63 334 269 85 65 50 67 67 26003 1406 1360 84 1276 62 1214 43 41 is_linear=0 shrinkage=0.03 Tree=1080 num_leaves=31 num_cat=0 split_feature=12 4 10 5 4 4 9 4 4 7 8 9 4 10 4 8 4 8 5 4 3 5 0 11 5 4 2 3 13 10 split_gain=0.305842 1.5879 1.58205 1.45214 2.20084 2.16183 2.94374 1.94593 3.54253 1.77111 1.3488 3.60335 4.52973 2.7573 1.67761 4.54181 1.95825 1.34767 1.21881 2.4369 2.82898 2.18129 4.88034 2.864 1.77315 3.61437 4.89901 2.30848 4.95368 1.50326 threshold=2.5000000000000004 0.71500000000000019 -2.4999999999999991 1.2050000000000007 2.0950000000000011 2.1250000000000004 4.7000000000000002 1.6400000000000006 1.6250000000000002 2.3000000000000003 3.5000000000000004 4.1000000000000005 0.77500000000000036 -1.0000000180025095e-35 1.3250000000000008 7.1000000000000005 1.3350000000000006 1.7000000000000004 1.9250000000000003 1.5350000000000008 1.3 2.015000000000001 525.00000000000011 -1.0000000180025095e-35 1.8750000000000002 1.0850000000000006 0.90000000000000013 1.9000000000000001 2.7000000000000006 -0.33333333333333331 decision_type=2 2 2 2 2 2 2 2 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 17 -1 4 7 -6 -7 8 -3 -9 11 13 -13 -5 15 -12 -16 -2 24 21 29 23 -23 -20 27 -26 -27 -4 -29 -21 right_child=1 3 18 10 5 6 -8 9 -10 -11 14 12 -14 -15 16 -17 -18 -19 19 20 -22 22 -24 -25 25 26 -28 28 -30 -31 leaf_value=-0.011948243265581485 -0.0011198359857297715 0.0014392683377007671 -0.00018670403526768639 -0.00082628090281446542 -0.017169772229324379 -0.005447541032703943 0.0086153020869703442 0.0053354833667866239 -0.01276065453449338 -0.0031838128260958608 0.001142760293259886 0.026997083503243657 -0.00056301231654932451 -0.010846950215087083 -0.0073918904671201732 0.019462184426229389 -5.8269787439472603e-05 -0.018320847681715397 -0.020576061272837086 0.0096672061566377802 0.018767084286938605 0.0027075404282744043 -0.017554674795545244 -0.0044470424600893208 0.019464464874028163 -0.013048311746521638 0.010104275585257448 -0.0063185737683237988 0.020894706144241749 -0.0075828187579671273 leaf_weight=10.264938831329344 8.8010302782058734 338.67210209369659 3969.5886041298509 43.335236310958862 8.9375502318143827 47.070194631814957 18.726331539452076 194.1843646466732 16.586283445358276 24.76318196952343 750.19728835858405 5.4434388130903235 383.55666072480381 57.51100367307663 33.153505884110928 12.381018519401549 2831.9569333363324 7.6736219227313986 15.490050315856932 7.0162618458271053 8.9814054369926435 51.061792328953743 13.534020043909548 27.496858201920986 12.620607897639273 13.881968632340429 20.185614854097366 10.658678591251375 13.833572953939436 12.917622089385988 leaf_count=29 29 952 11294 131 30 199 82 629 49 85 2466 20 1294 175 104 38 8683 33 54 20 27 187 57 94 39 44 57 35 43 38 internal_value=2.01485e-06 0.00016592 -0.000185196 0.000198056 0.00151705 -0.00332565 -0.00144512 0.00214734 0.000776303 0.00437194 -9.82226e-06 -0.00148744 -0.000177353 -0.00654091 0.0001897 0.00144019 -0.00014313 -0.00913178 -0.00015629 -0.00294442 0.00478745 -0.00502253 -0.00153777 -0.010259 -6.21068e-05 0.00575045 0.000669985 -0.000130052 0.00905187 -0.00151121 internal_weight=8970.48 4782.95 4187.53 4766.48 648.94 74.7341 65.7965 574.206 355.258 218.948 4117.54 489.846 389 100.846 3627.69 762.578 2865.11 16.4747 4177.27 136.498 28.9153 107.583 64.5958 42.9869 4040.77 46.6882 34.0676 3994.08 24.4923 19.9339 internal_count=27017 14999 12018 14937 2026 311 281 1715 1001 714 12911 1620 1314 306 11291 2504 8787 62 11989 477 85 392 244 148 11512 140 101 11372 78 58 is_linear=0 shrinkage=0.03 Tree=1081 num_leaves=31 num_cat=0 split_feature=4 4 7 6 11 3 5 13 11 9 12 4 10 5 13 6 11 5 8 11 9 11 8 6 8 8 9 9 7 5 split_gain=0.278814 1.85289 3.10279 3.82342 5.53913 4.96107 3.70089 3.43556 3.29804 6.55835 4.32156 2.43149 6.3921 4.66432 2.38031 2.84986 3.93287 2.52881 2.15703 2.15408 2.50961 1.81426 4.62963 6.73701 3.1044 1.96247 3.54823 3.28328 1.40961 1.40101 threshold=1.3650000000000009 1.2550000000000006 1.5000000000000002 0.90000000000000013 -1.0000000180025095e-35 1.7000000000000004 0.81000000000000016 2.7000000000000006 -0.66666666666666619 5.9000000000000012 2.9000000000000008 1.3050000000000008 0.50000000000000022 1.6850000000000005 1.5000000000000002 0.70000000000000007 1.0000000180025095e-35 1.9900000000000007 5.3000000000000016 0.50000000000000022 5.7000000000000002 0.50000000000000022 3.5000000000000004 1.3 6.5000000000000009 3.5000000000000004 4.5000000000000009 7.7000000000000002 1.7000000000000004 1.3750000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 3 4 5 -3 -5 -8 9 10 -4 12 -10 -13 15 16 17 -1 -6 20 -17 25 23 -23 -24 26 -16 -27 -11 -2 right_child=29 2 8 6 18 -7 7 -9 11 28 -12 13 -14 -15 21 19 -18 -19 -20 -21 -22 22 24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.011086689747171339 -0.00088510147429919335 -0.0076605366331148452 0.0085451756109078889 0.022602944083455711 0.0068747971938152774 0.013552428985353155 -0.0034719636223418601 0.0017352143880653465 0.00087059146042772848 0.014210076609232392 -0.007999875315063288 0.0020627129629552121 0.017406897237937341 -0.011170038508557573 0.00070175955834697178 1.4757958065512857e-05 0.0071850830296091997 0.0095203880686832876 0.018416004103609017 -0.019992348481442716 -0.01763829682033145 0.012937570014126884 0.00010462844344243108 0.0013148409634909752 -0.013255660575666652 -0.00021735055824171463 -0.0044478690686480561 0.0080587223760547142 0.032231971909255731 0.00026913378005010146 leaf_weight=29.355540931224823 1518.7545156199485 41.689302295446396 61.686493515968323 5.8207063674926749 54.419082075357437 13.021585524082182 295.5275689586997 185.68331300467253 82.706022500991821 6.2704193294048336 18.460550472140312 107.67564196884632 28.215501174330711 30.839740872383118 216.32921370118856 21.513786777853966 31.61403189599514 6.5565761774778357 19.905723065137863 14.055880814790724 10.930157408118246 65.910546474158764 466.75526072084904 140.69675642997026 16.195816248655319 1122.3132555484772 271.62005843967199 44.866864405572414 10.359246194362639 2511.6127288658172 leaf_count=104 6021 141 203 19 171 45 1034 633 282 20 64 359 93 105 732 73 104 25 66 54 44 215 1592 481 63 3857 959 171 34 9253 internal_value=3.25496e-06 0.00020244 0.00131846 4.14244e-05 0.00463295 -0.0026117 -0.00117507 -0.00146269 0.00359088 0.00829168 0.0047343 0.00176706 0.00507699 -0.000883491 -0.000234345 -0.00446711 -0.000531426 -0.0073244 0.00996577 -0.0101824 -0.00593244 -2.84982e-05 0.00126438 0.00502265 -0.00034341 -0.000567137 -0.00216481 0.000100785 0.0254366 -0.000165814 internal_weight=7451.36 3420.99 962.281 616.067 129.036 54.7109 487.032 481.211 346.214 96.7767 80.147 249.437 110.922 138.515 2458.71 114.026 67.5261 35.9121 74.3248 46.4998 32.4439 2344.69 689.558 206.607 482.951 1655.13 487.949 1167.18 16.6297 4030.37 internal_count=27017 11743 3269 2109 423 186 1686 1667 1160 321 267 839 375 464 8474 404 233 129 237 171 117 8070 2351 696 1655 5719 1691 4028 54 15274 is_linear=0 shrinkage=0.03 Tree=1082 num_leaves=31 num_cat=0 split_feature=10 8 11 7 11 5 5 6 5 11 3 4 6 4 7 5 5 3 9 0 4 2 9 4 0 4 4 13 6 13 split_gain=0.307057 2.24378 3.25199 2.61646 3.00186 4.24392 2.40685 2.38662 1.95363 0.911125 0.762465 0.395656 2.20394 1.94079 3.1338 3.52196 4.85405 4.24943 3.49156 4.4742 2.23353 1.95246 3.23168 1.91523 2.5069 1.52803 1.39969 3.2824 3.10376 2.8557 threshold=-2.1666666666666656 6.1000000000000005 1.1666666666666672 1.7000000000000004 1.0000000180025095e-35 1.3050000000000006 1.3750000000000007 0.70000000000000007 1.7400000000000007 -0.33333333333333309 1.5000000000000002 1.6350000000000005 3.1000000000000005 1.6100000000000005 1.3 1.6350000000000005 1.4050000000000009 2.1000000000000005 5.9000000000000012 350.00000000000006 1.6200000000000003 2.5000000000000004 4.1000000000000005 1.6000000000000008 475.00000000000006 1.5050000000000006 1.6600000000000006 2.7000000000000006 2.5000000000000004 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 -6 -5 -3 -1 -9 -11 13 26 21 15 16 -15 -17 20 -20 -16 23 -23 -2 -25 -24 27 29 -29 -13 right_child=11 7 -4 6 5 -7 -8 9 -10 10 -12 12 -14 14 18 17 -18 -19 19 -21 -22 22 25 24 -26 -27 -28 28 -30 -31 leaf_value=-0.0046669684615280949 -4.5448049172433943e-05 0.0072587082619684521 -0.018815706056618278 -0.020250139549862906 0.041734093410406826 0.0072409381083069543 0.0061574630555332934 -0.02331452192482826 0.013262556019426334 -0.018400503802426388 -0.0028945929475930519 0.0040375403818364497 0.02059726171011627 -0.010437143662505557 0.0033323334232675163 -0.024704856485822446 0.012216538661307659 -0.0021313236510518965 -0.0054084789585234719 0.028633608331006252 -0.010987977091509914 0.0099661211578399977 -0.0037367561970408653 0.011512284850512495 -0.00094395450250665911 -0.020974580307256879 7.1544280521680949e-05 -0.0031629833242953357 0.020188791688080944 0.01695879525534565 leaf_weight=16.488574422895912 5669.0206542909145 5.8482782840728786 6.3897305577993384 6.7441301643848401 4.7503130063414565 9.9023237153887731 5.7585076987743378 6.9451625635847511 8.1843477636575681 5.0192417912185139 6.6163316480815411 79.386822130531073 4.8483767807483664 22.340538956224918 21.994303822517395 18.552913278341297 13.753366708755491 12.6043763756752 6.0126537531614295 8.2322802841663343 17.683328203856945 6.5852342247962978 7.5282369479537037 29.754607737064362 28.440649777650833 12.014165982604025 1660.4307795418426 76.149207420647144 5.4920679032802573 19.0968187302351 leaf_count=66 18028 30 27 37 19 33 23 41 24 32 29 272 15 90 88 56 45 36 20 27 70 31 27 101 102 46 7241 276 18 67 internal_value=-5.42489e-06 -0.00182431 0.0013777 0.00386728 0.00766794 0.0184234 -0.00808724 -0.00945517 0.0012805 -0.0147158 -0.00958338 1.40475e-05 0.000397237 -0.000106327 -0.00386367 -0.00818371 -0.00180509 -0.015573 0.0015242 0.0142648 -0.00304987 -2.71917e-05 -0.00820947 1.0136e-05 0.00542479 -0.0143341 0.000344027 0.00285583 -0.00159209 0.00654308 internal_weight=7802.57 82.6469 58.2179 51.8282 39.3256 14.6526 12.5026 24.429 24.6729 18.5807 11.6356 7719.92 1845.4 5874.52 121.174 67.2512 36.0939 31.1573 53.9226 14.2449 39.6776 5753.34 26.1276 5727.22 58.1953 19.5424 1840.56 180.125 81.6413 98.4836 internal_count=27017 361 229 202 142 52 60 132 90 102 61 26656 7889 18767 432 227 135 92 205 47 158 18335 104 18231 203 73 7874 633 294 339 is_linear=0 shrinkage=0.03 Tree=1083 num_leaves=17 num_cat=0 split_feature=9 5 10 4 5 8 0 2 3 5 7 6 5 5 8 5 split_gain=0.323743 0.353555 2.33519 2.17558 2.89689 1.78049 3.91911 1.77023 1.59623 1.22432 2.3626 1.81341 0.965712 0.741119 3.51659 1.40528 threshold=10.500000000000002 2.1250000000000009 -2.1666666666666656 0.88500000000000023 2.3150000000000008 7.9000000000000012 350.00000000000006 2.5000000000000004 3.5000000000000004 2.0250000000000008 0.50000000000000011 2.5000000000000004 2.1050000000000009 1.9750000000000003 5.1000000000000005 1.9250000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 -3 4 -4 7 -7 -5 9 13 12 -12 -11 15 -15 -1 right_child=-2 2 3 5 -6 6 -8 -9 -10 10 11 -13 -14 14 -16 -17 leaf_value=2.1980061535310816e-05 -0.0069304680846803109 0.014106007033830028 0.024801754062377838 0.00023077088483361771 -0.002459506092322115 -0.012290151560908782 0.013250526297158737 -0.0064832520109186463 0.01416814494878906 -0.016508050951467582 -0.0019332169970727334 0.013264376224232897 -0.00073593783500634183 0.0064975161871380317 -0.0027554473075518068 -0.0028484122050521704 leaf_weight=7935.2629984132946 6.0585794001817694 11.552780404686926 7.5196299105882627 419.60949855484068 6.5762404538691044 7.0805653929710415 22.878105908632278 38.594024311751127 7.1106957346200934 13.919511035084726 176.86558686196804 7.3603164106607428 4.6647952646017066 77.904340744018555 70.345322459936142 156.53365506231785 leaf_count=23201 31 39 29 1698 34 23 73 132 27 70 610 28 21 267 217 517 internal_value=2.02691e-06 6.71255e-06 0.000770778 0.000464045 0.0120834 0.000128532 0.00721413 -0.000334745 -3.97474e-05 -5.17135e-05 -0.00235445 -0.00132603 -0.0125491 4.96321e-06 0.00210693 -3.35469e-05 internal_weight=8969.84 8963.78 513.811 502.258 14.0959 488.162 29.9587 458.204 8449.97 8442.86 202.81 184.226 18.5843 8240.05 148.25 8091.8 internal_count=27017 26986 2028 1989 63 1926 96 1830 24958 24931 729 638 91 24202 484 23718 is_linear=0 shrinkage=0.03 Tree=1084 num_leaves=15 num_cat=0 split_feature=2 8 4 9 13 7 11 11 4 4 13 12 8 7 split_gain=0.279199 0.837428 0.498876 1.07367 0.457885 0.44455 2.90922 1.00712 0.449919 1.99926 1.86153 1.67865 0.745981 0.226124 threshold=3.9000000000000004 5.5000000000000009 2.8450000000000011 5.5000000000000009 2.5000000000000004 1.0000000180025095e-35 -0.66666666666666663 1.0000000180025095e-35 2.5450000000000008 2.5250000000000008 3.1000000000000005 3.1000000000000005 9.3000000000000025 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 -4 -3 6 -1 -8 9 12 11 -10 -7 -12 right_child=1 4 3 -5 -6 8 7 -9 10 -11 13 -13 -14 -15 leaf_value=0.0089259195027981877 0.008861250114754058 -0.021776595363461809 0.011602158258982019 -0.0034569217507393036 -0.0038765942024352276 -4.4549659290239423e-06 -0.023636916069641078 -0.0066544438135947041 0.013630971069448874 0.015900403284769198 -0.022886652067043246 -0.0035823797018354397 0.0056357163883139754 -0.011404546940555911 leaf_weight=9.019516587257387 2.4028490260243407 2.505438482388854 9.8515994474291819 7.5088230073451987 2.6428419649600983 7335.6414899341762 5.0852936543524256 8.2279565632343274 6.2805081009864798 7.1344432905316344 3.6838525831699362 27.100092403590679 21.165909849107265 2.6570025533437729 leaf_count=30 17 30 39 32 22 26394 29 39 36 32 27 169 100 21 internal_value=3.26712e-06 -0.00576244 9.11631e-06 0.00508872 -0.0125877 -2.75875e-06 -0.00422902 -0.0131413 9.98954e-06 2.71656e-05 -0.00317426 -0.000343715 1.17721e-05 -0.0180753 internal_weight=7450.91 7.55113 7443.36 17.3604 5.14828 7426 22.3328 13.3133 7403.66 7363.94 39.7215 33.3806 7356.81 6.34086 internal_count=27017 69 26948 71 52 26877 98 68 26779 26526 253 205 26494 48 is_linear=0 shrinkage=0.03 Tree=1085 num_leaves=31 num_cat=0 split_feature=9 11 5 11 9 4 7 8 8 5 11 0 7 0 5 13 6 4 6 12 5 9 13 3 4 8 7 4 0 5 split_gain=0.304339 3.74466 4.3321 2.67307 3.14806 3.40879 2.24169 2.22498 2.23044 2.02976 2.57772 3.32789 2.09618 3.45037 2.37946 3.04152 2.08581 1.71727 1.63576 1.33883 1.25816 0.979035 6.08084 2.95286 2.97789 2.00012 2.08465 1.97401 1.95945 1.3558 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 8.3000000000000025 1.7850000000000004 0.90000000000000013 6.1000000000000005 5.1000000000000005 1.8550000000000004 -0.33333333333333309 350.00000000000006 0.50000000000000011 525.00000000000011 2.5850000000000013 2.3000000000000007 1.5000000000000002 1.5150000000000008 1.1000000000000003 2.3000000000000007 1.7150000000000005 7.1000000000000005 4.1000000000000005 0.70000000000000007 1.3750000000000007 2.9000000000000004 0.90000000000000013 1.5350000000000008 200.00000000000003 1.5050000000000006 decision_type=2 2 2 2 2 2 2 2 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 9 -3 7 6 -6 -5 8 -4 10 11 19 13 -11 15 -14 -13 -16 -9 -2 -12 -1 23 24 29 26 -25 -26 -27 -23 right_child=1 2 3 4 5 -7 -8 18 -10 12 20 16 14 -15 17 -17 -18 -19 -20 -21 -22 22 -24 25 27 28 -28 -29 -30 -31 leaf_value=4.2201185144341689e-05 -0.00066650718919949829 -0.012287123746405728 0.012113159706851482 0.024003012827563244 -0.0083210620409831289 0.010038914950540757 0.0051011909721175664 0.012629583214121075 0.030534768793762872 0.021999308189223365 -0.020530823090956132 -0.0015435199277498233 -0.0070576234568593514 -0.003913429331161334 2.1809748286410466e-05 0.004802362445890912 -0.018361595276137215 -0.017738444097539319 -0.0069969910653491759 0.014173166146705494 -0.0054056309727269596 -0.011166969033346573 0.016836596391523344 0.0013474012396536225 0.033058421577818853 -0.0060840699310608509 -0.018283917662399431 0.0077979831121233831 -0.0010162694837729052 0.0077274082756842999 leaf_weight=7025.7080986378714 11.128862500190737 12.001658797264097 25.500502616167068 8.1158752441406268 28.019599333405495 13.479562938213347 18.562388800084591 7.448043614625929 7.7018971070647231 9.870325446128847 12.744490027427675 14.700820706784727 28.466837778687477 8.7019151896238309 8.3899220079183596 61.514870658516884 12.099317103624342 11.779017157852648 7.8498882651329041 10.763931572437285 8.0926462858915311 6.6313531994819659 15.871059596538542 7.4037825465202358 5.1598769277334195 89.241141870617867 14.215664535760878 6.0474785715341568 297.81265430152416 7.0536620616912842 leaf_count=24597 34 38 77 25 84 43 57 26 24 33 42 49 88 30 28 181 36 37 24 33 25 21 46 22 16 269 40 27 945 20 internal_value=-5.45034e-06 0.000890483 0.00487572 0.00664112 0.00281124 -0.00235746 0.0108514 0.0120248 0.0163864 -0.0016962 -0.00582644 -0.00204778 0.000534761 0.00985805 -0.00103722 0.00105031 -0.00913629 -0.0103505 0.00255852 0.00662965 -0.0146566 -4.46348e-05 -0.00140208 -0.00206972 0.00796187 -0.00268075 -0.011561 0.0194279 -0.00218473 -0.00142825 internal_weight=7802.08 326.932 128.679 116.678 68.1774 41.4992 26.6783 48.5003 33.2024 198.253 69.5301 48.6929 128.723 18.5722 110.151 89.9817 26.8001 20.1689 15.2979 21.8928 20.8371 7475.14 449.437 433.566 24.8924 408.673 21.6194 11.2074 387.054 13.685 internal_count=27017 1014 398 360 209 127 82 151 101 616 219 152 397 63 334 269 85 65 50 67 67 26003 1406 1360 84 1276 62 43 1214 41 is_linear=0 shrinkage=0.03 Tree=1086 num_leaves=16 num_cat=0 split_feature=13 5 0 4 7 8 7 13 10 4 6 8 8 6 5 split_gain=0.308269 2.70496 1.7443 1.80526 2.82282 1.30783 0.488922 0.494496 2.80992 1.89566 2.17403 0.412931 0.48791 2.66299 0.496951 threshold=5.3000000000000016 1.6500000000000004 350.00000000000006 1.2350000000000005 2.9000000000000004 4.1000000000000005 3.5000000000000004 4.9000000000000012 -1.1666666666666663 0.95000000000000018 2.3000000000000003 1.0000000180025095e-35 1.9000000000000001 1.9000000000000001 0.7150000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 5 -4 -5 -2 7 11 -9 -10 -11 -1 13 -13 -14 right_child=1 -3 3 4 -6 -7 -8 8 9 10 -12 12 14 -15 -16 leaf_value=0.0078014846784605057 0.006016215947487559 -0.013166836097010057 -0.0092726568040566656 -0.0056636321438941813 0.017285858261239219 0.021937781222672002 -0.0064473191481067196 -0.020674378499868661 -0.015565409590557158 0.010911854632021798 -0.0022979833116208727 -0.007450315959544246 0.0029012991574691015 0.0075208852839305168 9.1431903954667405e-06 leaf_weight=6.1259384751319876 13.227212578058245 8.8427771478891355 11.258521497249605 9.619733467698099 9.6752033382654172 7.1548917144536963 10.61393368244171 6.910236418247222 6.7561721652746192 15.311081141233442 41.890691339969635 35.372927471995354 53.800282426178455 15.325919989496468 8717.8208574485034 leaf_count=20 39 27 33 28 29 22 33 22 23 44 122 112 171 51 26241 internal_value=2.02227e-06 0.00214917 0.00480814 0.000273788 0.0058441 0.0116053 -1.23834e-05 -4.70861e-06 -0.00250069 -0.000537141 0.00123787 1.53273e-05 9.92079e-06 -0.00292462 2.68821e-05 internal_weight=8969.71 59.7783 50.9356 30.5535 19.2949 20.3821 8909.93 8899.31 70.8682 63.9579 57.2018 8828.45 8822.32 50.6988 8771.62 internal_count=27017 178 151 90 57 61 26839 26806 211 189 166 26595 26575 163 26412 is_linear=0 shrinkage=0.03 Tree=1087 num_leaves=31 num_cat=0 split_feature=8 5 3 6 6 12 12 11 4 8 5 12 8 10 7 5 12 8 5 11 9 5 13 3 7 2 10 11 4 3 split_gain=0.285766 1.52104 1.88455 3.37309 2.29437 2.23881 2.21968 1.38497 0.517048 0.511509 3.94072 2.07404 2.51132 3.42721 2.80876 1.36753 1.60602 1.22082 4.18983 3.77739 2.37965 4.7683 2.03345 1.96585 1.39804 1.17607 0.732425 2.10399 0.629016 2.46003 threshold=8.7000000000000011 2.4450000000000007 1.7000000000000004 1.1000000000000003 0.50000000000000011 3.7000000000000006 4.5000000000000009 0.33333333333333326 1.8100000000000005 7.5000000000000009 2.0950000000000011 1.5000000000000002 7.7000000000000002 -0.33333333333333331 0.70000000000000007 2.4050000000000007 4.3000000000000016 6.9000000000000012 2.055000000000001 0.50000000000000022 4.3000000000000016 1.5550000000000008 1.9000000000000001 1.9000000000000001 0.50000000000000011 1.3 2.8333333333333344 0.33333333333333326 1.8050000000000004 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 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 4 -2 -6 -4 8 -5 17 11 -11 13 -13 -14 16 25 26 20 23 21 -19 -21 -20 -22 -12 28 -28 -1 -30 right_child=1 -3 6 7 5 -7 -8 -9 -10 10 15 12 14 -15 -16 -17 -18 18 19 22 24 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-7.0751452632591267e-05 0.011221144755892464 0.01556156983130517 -0.020662662823328896 0.024637257791187556 -0.020826136158226781 0.0054400425819515156 0.0017989243657709555 0.00062360666374344971 0.010754353481381101 -0.012906416458331467 -0.0023553157804330491 -0.0014146319558488694 0.011956210029086381 0.014152798028603567 -0.00041081595528141899 -0.024121142106052016 0.0036800198410061528 -0.0022850349488816616 0.030587572586510292 0.010016529495519852 -0.016742561777573821 0.017378218991823104 -0.014296293513136037 0.010018106208030477 -0.0047221636168986083 -0.021129718376470326 -0.0036992968814253927 0.021659471701952957 -0.0039313770456205653 0.0013045737702977373 leaf_weight=5974.289527785033 4.19087836891413 4.0791469365358344 10.081979639828207 4.6234884411096591 11.048480495810507 3.9699941277503958 6.5204663798212996 8.1888114586472494 5.0532861277461052 7.3072852194309226 5.1654211282730156 19.508432812988758 19.089165814220905 36.618051592260599 123.20198106393218 4.7994244843721381 8.4950786903500539 70.0066530816257 6.2421249486506047 5.2571625560522062 9.2306830510497075 13.190603367984293 7.5313545763492584 12.668158195912836 153.8224943112582 7.1728519350290298 6.6824654787778837 5.2643615119159222 89.730791419744492 807.70547679439187 leaf_count=20858 27 18 59 17 71 22 32 39 26 31 21 90 75 148 586 26 35 310 24 20 37 49 30 46 673 31 29 20 428 3139 internal_value=3.11837e-06 -0.0020989 -0.00344098 0.000320641 -0.008406 -0.0138829 -0.0118411 0.00970366 0.0173875 1.954e-05 0.0014079 0.00278994 0.003368 0.00874187 0.00124829 -0.00968417 -0.00635829 -2.53112e-05 -0.00197456 0.0082915 -0.00329607 0.000832498 -0.00430167 0.0168079 -0.00540266 -0.0132698 5.33958e-05 0.00747503 4.04929e-05 0.000781054 internal_weight=7450.74 57.7565 53.6774 37.0749 19.2094 15.0185 16.6024 17.8656 9.67677 7392.98 231.358 205.725 198.418 56.1265 142.291 25.6328 20.8334 7161.62 277.949 31.6988 246.25 83.1973 12.7885 18.9103 163.053 12.3383 6883.67 11.9468 6871.73 897.436 internal_count=27017 311 293 202 120 93 91 82 43 26706 1043 930 899 238 661 113 87 25663 1189 120 1069 359 50 70 710 52 24474 49 24425 3567 is_linear=0 shrinkage=0.03 Tree=1088 num_leaves=19 num_cat=0 split_feature=4 0 8 7 0 3 4 9 10 6 12 4 11 4 9 4 9 10 split_gain=0.310537 0.976143 1.00654 1.22013 1.84333 1.10164 0.51093 0.796602 1.71936 0.936282 0.558221 0.435299 2.42924 0.715294 2.70772 0.927227 0.233775 0.228717 threshold=2.7150000000000003 875.00000000000011 8.5000000000000018 1.3 475.00000000000006 1.9000000000000001 2.5850000000000013 5.1000000000000005 1.1666666666666672 0.70000000000000007 6.5000000000000009 2.5350000000000006 -0.33333333333333331 2.495000000000001 5.1000000000000005 2.3950000000000009 5.3000000000000016 -0.49999999999999994 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 5 -5 -2 10 8 17 -9 11 13 -13 15 -15 -1 -4 -8 right_child=1 -3 16 4 -6 -7 7 9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 leaf_value=-2.5493072588239626e-07 -0.0034416650805137129 -0.021994443048551551 -0.0074446485665648461 -0.02238832834831728 0.0083037607633965668 0.019655821616459068 -0.0076796243906505548 0.018333388657412516 0.017720724103917951 0.0021646401184676977 0.0094434111030421465 0.0087039592996425129 -0.023241886010414048 0.024143691607806862 -0.0040255831831368244 -0.0058330157408119105 -0.022627659361546443 -0.021956131060032476 leaf_weight=7709.9148289021105 3.1099123153835588 2.3234292902052394 1.7328367512673133 3.4899757923558354 3.5551790911704302 4.6183651015162468 1.8569574318826196 5.6079486235976201 2.1497540548443794 7.5800247266888618 5.6204377785325041 4.4230900350958109 4.154593672603367 5.0640074834227544 7.8037717491388321 24.607308488339186 1.9283825960010288 2.2141665853559998 leaf_count=26359 31 35 24 33 33 18 20 28 12 39 23 31 38 37 44 170 18 24 internal_value=-5.30306e-06 -0.00366973 -0.00136016 0.00212957 -0.00690026 0.0103612 4.47287e-06 0.00486586 -0.00398337 0.00904011 -7.68365e-06 -1.45325e-05 -0.00676898 -7.05414e-06 0.0070602 -1.88118e-05 -0.0154416 -0.0154442 internal_weight=7801.75 20.7581 18.4347 14.7734 7.04515 7.72828 7781 19.4089 6.22088 13.188 7761.59 7755.97 8.57768 7747.39 12.8678 7734.52 3.66122 4.07112 internal_count=27017 192 157 115 66 49 26825 123 56 67 26702 26679 69 26610 81 26529 42 44 is_linear=0 shrinkage=0.03 Tree=1089 num_leaves=31 num_cat=0 split_feature=9 6 2 4 13 4 0 2 4 3 5 5 4 8 7 8 13 8 9 4 5 7 4 13 5 6 5 8 5 11 split_gain=0.304939 1.45269 2.46221 3.50009 2.30595 3.01614 2.83765 3.64351 3.11495 2.64228 2.22091 5.27023 2.02556 1.81685 1.76459 3.12617 1.778 1.46451 0.904918 3.00332 2.86505 2.58984 2.95773 3.64702 3.16853 2.49301 2.46037 2.19241 2.10726 3.07049 threshold=6.3000000000000016 2.3000000000000003 1.7000000000000004 1.7150000000000005 3.7000000000000006 0.71500000000000019 350.00000000000006 1.5000000000000002 1.2050000000000007 1.7000000000000004 1.2150000000000005 1.4550000000000007 1.5050000000000006 5.3000000000000016 1.7000000000000004 7.5000000000000009 2.3000000000000007 6.1000000000000005 5.3000000000000016 0.73500000000000032 1.4550000000000007 1.9000000000000001 1.2350000000000005 3.1000000000000005 1.5750000000000008 2.3000000000000003 1.7250000000000003 7.5000000000000009 2.305000000000001 0.33333333333333326 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 4 3 10 5 -2 8 9 -6 -8 -3 -12 -10 -9 16 -16 -7 -4 28 20 -20 22 24 -24 -21 27 -27 -23 -1 -30 right_child=1 2 17 -5 6 14 7 13 12 -11 11 -13 -14 -15 15 -17 -18 -19 19 21 -22 25 23 -25 -26 26 -28 -29 29 -31 leaf_value=-7.4369975116180597e-05 -0.01849765006422693 0.020228640523275311 -0.0009226523759722962 0.022920370850477611 -0.016636566846167797 0.0004723004127149225 0.00058741245236823927 -0.029318625886348246 0.016320637315273973 -0.01893674247917651 -0.016486840919290265 0.0053501468505109655 -0.0015453703289935714 -0.0099457188944668002 0.0015391882354909977 0.019038576914101733 -0.0018856298764306056 -0.02021389819527147 0.030555539913308546 -0.0042687858299352852 0.0044795826570396529 0.0045505944590672797 0.0016133285787150173 -0.0027689613234429368 0.00093486778609549819 -0.009283582273732759 0.011815289439502528 -0.0073061382156130198 0.0032494453658707088 -0.017945298051259939 leaf_weight=5481.2362756952643 8.174639016389845 6.2029936611652365 9.7790342159569246 8.9287562519311887 6.3471404314041164 593.81083907559514 26.301692858338356 9.9006356745958346 11.088190302252771 8.1782443076372129 12.090028673410414 56.112748378887773 11.777691245079039 7.7808995693922034 189.49489708244801 9.6559212282299978 558.52532144077122 5.552795633673667 5.688216611742976 250.19241692125797 11.377196878194807 265.62938014417887 954.45447108894587 208.19611390680075 181.86661690659821 24.754574671387676 6.2250850796699515 14.818723954260347 10.828257493674757 14.243732105940579 leaf_count=16006 34 18 38 27 20 2000 76 29 32 27 37 219 33 23 543 34 1864 19 17 734 38 752 2887 619 634 72 20 51 49 65 internal_value=1.97731e-06 -0.000382271 0.00313934 0.00517209 -0.000623393 -0.000329805 -0.00552886 -0.00972133 0.00195703 -0.00404349 0.00304228 0.00147919 0.00711827 -0.0207934 -0.000219915 0.00238765 -0.000670564 -0.00790945 8.16096e-05 0.000641836 0.0131712 0.000529662 4.09887e-05 0.000828591 -0.00207841 0.00303198 -0.00504395 0.00392409 -0.000114062 -0.00879157 internal_weight=8969.21 1539.7 98.6664 83.3345 1441.04 1359.66 81.3745 52.1615 29.213 34.4799 74.4058 68.2028 22.8659 17.6815 1351.49 199.151 1152.34 15.3318 7429.51 1923.2 17.0654 1906.14 1594.71 1162.65 432.059 311.428 30.9797 280.448 5506.31 25.072 internal_count=27017 5073 358 301 4715 4475 240 155 85 103 274 256 65 52 4441 577 3864 57 21944 5824 55 5769 4874 3506 1368 895 92 803 16120 114 is_linear=0 shrinkage=0.03 Tree=1090 num_leaves=24 num_cat=0 split_feature=8 12 5 2 11 6 3 4 12 8 0 6 0 4 11 4 4 2 3 4 7 4 2 split_gain=0.276982 1.50718 1.77331 1.85443 3.54415 2.55658 2.29854 1.71836 0.886854 0.501645 5.27657 2.08467 2.78817 0.446249 1.3993 0.655287 2.31556 1.96108 1.12448 0.817527 2.91127 1.51294 0.469413 threshold=8.7000000000000011 1.9000000000000001 2.4450000000000007 2.3000000000000003 -0.33333333333333331 1.1000000000000003 1.7000000000000004 2.5350000000000006 3.7000000000000006 8.5000000000000018 350.00000000000006 1.5000000000000002 725.00000000000011 2.8450000000000011 0.83333333333333337 2.3450000000000011 2.3750000000000009 1.9000000000000001 1.1000000000000003 2.265000000000001 1.5000000000000002 2.2350000000000008 3.3000000000000003 decision_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 3 5 -5 8 -7 -6 -3 13 -11 12 -12 15 22 19 18 -18 -17 21 -21 -1 -15 right_child=1 2 -4 4 7 6 -8 -9 -10 10 11 -13 -14 14 -16 16 17 -19 -20 20 -22 -23 -24 leaf_value=2.5843727545104941e-05 0.011732414233978675 -0.023104938387981163 0.015123512577820547 -0.019673910178611552 0.023082973166196449 0.0047974654796460467 -0.018820460691523159 -0.0013327808416728865 -0.00527913862226553 0.029600872565925546 0.017831843603359102 -0.024862806578522061 -0.015930624156777314 0.0053695763812093341 -0.0081431124551962289 -0.0011330662609204257 0.0080471692772315639 -0.0029145526321669789 -0.020112693503943804 0.0088325056302574496 -0.0052126345364554173 -0.008025102542345515 0.018665664142042838 leaf_weight=7179.5016492307186 6.3382298201322547 10.913294814527033 4.1106602996587744 4.2887071333825579 6.0696346238255483 12.902896814048292 5.2044985443353644 4.5308394953608513 3.2628667429089537 5.4688799455761936 4.7308025956153852 3.6354217380285254 4.117239061743021 4.8742712587118131 4.6719523668289176 4.0878490321338168 18.481076531112194 71.579189071431756 8.9834593832492811 35.741887472569942 21.13724459707737 21.068955644965172 4.6882806681096554 leaf_count=25605 26 72 18 33 27 59 28 27 21 25 21 17 26 18 21 31 84 426 59 141 105 105 22 internal_value=3.14873e-06 -0.00206875 -0.00377447 -0.00542125 0.00333739 -0.00946073 -0.00199089 0.0126472 -0.019002 1.92978e-05 0.00502807 -0.00573703 0.00212123 7.10504e-06 0.00531374 -3.15737e-06 -0.00237768 -0.000665121 -0.0141771 3.05857e-05 0.00361309 2.28656e-06 0.0118883 internal_weight=7450.39 57.6216 51.2834 47.1727 14.8892 32.2836 18.1074 10.6005 14.1762 7392.77 17.9523 12.4835 8.84804 7374.82 14.2345 7360.58 103.132 90.0603 13.0713 7257.45 56.8791 7200.57 9.56255 internal_count=27017 311 285 267 87 180 87 54 93 26706 89 64 47 26617 61 26556 600 510 90 25956 246 25710 40 is_linear=0 shrinkage=0.03 Tree=1091 num_leaves=23 num_cat=0 split_feature=5 10 7 8 10 4 2 4 6 8 12 10 12 11 8 6 9 5 4 0 7 2 split_gain=0.306798 0.329446 2.39306 2.33162 3.55284 3.51855 2.33994 2.28097 2.27193 1.43817 2.82619 5.94681 2.16548 2.46999 2.1437 2.23218 3.5862 2.28215 1.41413 1.2838 2.97885 2.95034 threshold=3.2350000000000008 -0.99999999999999978 3.1000000000000005 6.1000000000000005 -2.1666666666666656 1.3750000000000007 0.3000000000000001 0.77500000000000036 0.70000000000000007 8.1000000000000014 2.1000000000000005 -1.0000000180025095e-35 2.3000000000000007 -1.0000000180025095e-35 6.1000000000000005 0.3000000000000001 4.9000000000000012 2.475000000000001 0.99000000000000055 350.00000000000006 1.3 0.70000000000000007 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 6 8 -6 18 -8 -5 14 11 -11 -12 -14 19 16 -16 -17 -1 20 -3 -21 right_child=-2 9 -4 4 5 -7 7 -9 -10 10 12 -13 13 -15 15 17 -18 -19 -20 21 -22 -23 leaf_value=-0.022918160233630851 -0.0066611560136249984 0.0020067469126085874 0.017311388872708337 0.007212982436312171 0.010834070879361149 0.0014153238864222976 0.0097311231097987269 -0.001108651013215342 -0.014326357645896466 0.033064211571583561 -0.016845531790572282 -0.00078326973214147241 0.0089337993694115405 -0.0019669063321214875 -0.0054492176011484731 -0.0012725324067604756 0.021842496538677158 -0.0113572948203884 -0.0049955514006649136 0.001796711812142669 -0.00040103820936359899 -0.00047994526818102102 leaf_weight=6.7271793782711056 6.2278480976819983 1007.0081626065075 6.820576522499322 5.8341259136796024 43.275962293148041 203.80019086971879 17.754297979176044 1095.3974608816206 18.020986848510802 8.3269736245274562 5.5605244226753703 10.642384827136992 31.889514290727675 45.259661750867963 8.0022127758711594 888.86363532207906 9.4511397313326579 20.665075294673443 9.6395815759897214 623.43203365057707 855.14136179536581 2873.7088913396001 leaf_count=20 21 3096 30 29 140 877 56 3771 99 30 22 37 170 241 52 3548 44 69 29 1876 2921 9839 internal_value=-5.2803e-06 3.72893e-08 -0.000415482 -0.000501817 0.00199757 0.00306504 -0.00110133 -0.000935761 -0.00905859 9.15765e-05 0.00363095 0.0140747 0.00123568 0.00253889 3.43279e-05 -0.00129773 0.00932948 -0.00150166 -0.0123622 0.000264731 0.000901037 -7.40877e-05 internal_weight=7801.45 7795.22 1407.27 1400.45 270.931 247.076 1129.52 1113.15 23.8551 6387.95 101.679 18.9694 82.7097 77.1492 6286.27 926.982 17.4534 909.529 16.3668 5359.29 1862.15 3497.14 internal_count=27017 26996 5051 5021 1145 1017 3876 3827 128 21945 500 67 433 411 21445 3713 96 3617 49 17732 6017 11715 is_linear=0 shrinkage=0.03 Tree=1092 num_leaves=31 num_cat=0 split_feature=4 13 4 9 11 9 5 5 2 6 4 5 3 9 12 4 7 11 2 0 0 4 5 6 4 8 13 8 3 9 split_gain=0.306302 1.92174 4.70541 3.52883 2.89166 3.80043 3.10513 2.83002 3.71203 3.00389 2.38413 3.46066 2.36927 2.09999 1.79163 1.74247 3.62374 3.92453 4.69549 3.61505 2.91901 3.84305 6.93994 3.32299 3.08543 2.83491 2.48158 2.38471 2.27551 1.76871 threshold=1.7100000000000002 2.5000000000000004 1.7200000000000006 7.5000000000000009 0.50000000000000022 8.5000000000000018 1.7500000000000007 1.6750000000000003 2.7000000000000006 0.90000000000000013 2.0050000000000012 1.9250000000000003 2.1000000000000005 5.1000000000000005 2.7000000000000006 1.6600000000000006 1.7000000000000004 0.33333333333333326 1.5000000000000002 475.00000000000006 475.00000000000006 1.6850000000000005 1.4650000000000007 1.1000000000000003 1.6900000000000006 4.9000000000000012 3.3000000000000007 4.7000000000000002 0.90000000000000013 4.7000000000000002 decision_type=2 2 2 2 2 2 2 2 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 13 -3 7 6 -6 9 -9 -4 11 14 -12 -2 -5 -1 17 18 19 -17 21 22 -18 -23 25 -22 27 -19 -20 -26 right_child=1 3 4 10 5 -7 -8 8 -10 -11 12 -13 -14 -15 -16 16 20 26 28 -21 24 23 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=-7.6218623220054229e-06 -0.0070571329080274465 0.00019752439461413114 0.0016954926252365824 0.014232367924914934 -0.00028677239063534582 -0.016772713394522683 0.0058587536871341217 -0.0062888123733478435 0.003972529499652707 -0.0031662444155596552 0.0080607765055410157 0.024780738595646359 -0.012109065326461541 -0.026102361048502391 -0.0067015527307373148 0.0083640107818282565 0.020623970292496019 0.0057736869858445571 0.0004435372178647116 -0.0060563497493660457 -0.014588420761479922 0.0014754119230476559 -0.018530735917368046 -0.021462438142794964 0.0033402378139422702 0.0051780550210962454 0.016822565879368249 -0.0051060954708642657 0.014588433615884125 0.022774274584139585 leaf_weight=6561.6005586236715 12.22003858536482 985.20256993547082 237.40371624007821 7.4531997889280337 202.85539893805981 10.059548433870075 116.48557506501675 201.49221169948578 37.658050492405891 220.71764127165079 15.144152954220774 13.872310217469929 8.0157444700598699 9.0839981548488122 7.2671880573034286 31.919790789484978 9.1493975222110766 25.71525401622057 12.153025746345518 30.688562318682671 11.96191316843033 7.8938545286655453 7.3444630205631247 20.305851310491562 8.819079205393793 14.380816012620924 6.8756710439920417 61.482638731598854 64.883993804454803 8.0729610025882703 leaf_count=19561 35 3038 815 21 636 38 359 622 127 652 46 51 26 28 21 93 26 77 34 92 33 22 20 56 26 41 22 180 196 23 internal_value=1.56574e-06 -0.000316997 -0.001223 0.000598631 -0.000933421 0.001383 0.00195492 -0.00202773 -0.004673 -0.000646837 0.0082344 0.0140295 0.0010799 -0.015178 0.00389767 9.80581e-05 0.00225393 0.00420704 0.00739776 0.00129562 -0.00293756 -0.00831368 0.00318898 -0.0150415 0.00261995 -0.00379766 -0.000529351 -0.00189757 0.012357 0.0126281 internal_weight=8968.18 2084.93 1047.98 1036.96 1026.67 329.401 319.341 697.272 239.15 458.121 51.7526 28.5927 23.1599 21.304 14.7204 6883.25 321.647 233.719 139.645 62.6084 87.9283 44.6936 16.4939 28.1997 43.2348 26.3427 94.0736 87.1979 77.037 16.892 internal_count=27017 6515 3312 3203 3249 1033 995 2216 749 1467 165 93 72 63 42 20502 941 694 415 185 247 124 46 78 123 74 279 257 230 49 is_linear=0 shrinkage=0.03 Tree=1093 num_leaves=17 num_cat=0 split_feature=2 12 4 2 12 5 10 10 8 2 4 11 2 0 4 6 split_gain=0.272566 0.837195 0.617212 0.47589 1.98754 1.96157 1.47977 1.75422 0.528032 0.520286 3.49797 2.22261 0.817374 3.12939 0.576271 0.221899 threshold=3.9000000000000004 5.5000000000000009 2.7750000000000008 3.3000000000000003 5.5000000000000009 1.7950000000000002 -0.83333333333333315 1.8333333333333339 1.1000000000000003 3.1000000000000005 1.9250000000000003 0.50000000000000022 2.9000000000000004 575.00000000000011 2.6350000000000011 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 8 5 6 -5 -8 15 12 -11 -12 14 -14 -10 -1 right_child=1 2 -4 4 -6 -7 7 -9 9 10 11 -13 13 -15 -16 -17 leaf_value=-0.0022536620545863563 -0.021698846199570763 0.011835156846361558 -0.008581402104287485 -0.0087054243659101041 -0.011106279562450659 -0.012033451574293164 0.016095491305632495 -0.0045889536351933829 -2.6766954986063201e-05 -0.024475429084563273 -0.0057705007325162764 0.012862070414883476 -0.0029758256087053375 0.011399561436327813 0.0043768744687569978 -0.012024320589135089 leaf_weight=3.8832184970378858 2.1164003014564505 2.414973258972168 2.9734610840678215 3.5077534392476144 7.0417279563844195 4.4240781813859931 19.386027675122026 4.5576616898179045 7282.7272837013006 5.9854168221354511 15.675637625157835 9.1105228140950185 29.498513445258141 25.333695221692324 26.843769930303097 4.5350089222192764 leaf_count=20 26 23 20 20 39 24 99 26 26170 29 83 43 125 122 126 22 internal_value=3.59542e-06 -0.00571076 0.000568834 9.35763e-06 0.00331812 0.00650466 0.00949226 0.0121582 -8.03497e-06 5.13067e-07 -0.00389228 0.00107818 1.67788e-05 0.00366592 -1.0595e-05 -0.00751724 internal_weight=7450.02 7.50483 5.38843 7442.51 38.9172 31.8755 27.4514 23.9437 7403.59 7395.17 30.7716 24.7862 7364.4 54.8322 7309.57 8.41823 internal_count=27017 69 43 26948 208 169 145 125 26740 26698 155 126 26543 247 26296 42 is_linear=0 shrinkage=0.03 Tree=1094 num_leaves=31 num_cat=0 split_feature=11 9 9 2 5 10 8 4 8 4 4 5 11 13 12 5 4 9 0 2 8 2 2 0 2 13 13 12 4 13 split_gain=0.303693 1.04815 2.722 3.72895 2.06456 1.98603 2.00835 1.84763 1.33106 2.3472 2.71766 1.26841 0.587522 3.03525 2.02295 4.24665 6.82809 3.14235 2.55395 1.85433 1.59143 1.19569 0.700838 1.84679 1.50643 1.49809 2.54019 2.26004 0.783837 2.4018 threshold=1.8333333333333337 7.1000000000000005 6.5000000000000009 1.1000000000000003 1.9000000000000004 -1.1666666666666663 4.7000000000000002 0.75500000000000023 3.9000000000000004 1.2750000000000006 1.6350000000000005 2.0250000000000008 1.5000000000000004 3.9000000000000008 3.1000000000000005 1.7500000000000007 1.3250000000000008 4.3000000000000016 575.00000000000011 0.90000000000000013 6.1000000000000005 0.90000000000000013 2.9000000000000004 875.00000000000011 3.7000000000000006 3.5000000000000004 2.7000000000000006 4.5000000000000009 1.3350000000000006 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 5 -4 -5 6 -2 -7 -3 -10 -11 -9 22 14 18 17 -17 -16 20 -15 -14 -20 28 25 -25 26 -24 -27 29 -1 right_child=1 8 3 4 -6 7 -8 11 9 10 -12 -13 13 19 15 16 -18 -19 21 -21 -22 -23 23 24 -26 27 -28 -29 -30 -31 leaf_value=0.0031963283968912269 0.023032381403764721 -0.015524298199566204 0.02899362034081622 0.013984920119019471 -0.0054565561225359219 0.016876389894793193 4.1871635743489285e-05 -0.0044593451122905822 0.015043427596952513 -0.020210799744045709 0.0033452555766366378 0.0022925040177540356 -0.0056871775894105697 0.00061229730229790983 -0.0012111367766614979 0.016312414250348933 -0.0077020134525668292 0.01645707522941852 0.015362489017871137 0.01979486493510943 0.0055799118700476788 -0.00039555840986575474 0.00076586044604683872 -0.019710355132204739 0.0039248967234240244 -0.003851877716918159 -0.013446306354905966 0.02691521844987891 0.00029719380695388719 -0.00051544197556737032 leaf_weight=165.17987971007824 5.6347071379423133 9.4802554696798307 6.2290601730346706 8.2985083311796206 12.060705862939356 4.2779486775398246 8.6991374231874925 125.03796378523111 5.447394639253619 8.1489679068326968 9.6015663743019086 31.31203605234623 83.444905817508698 7.131143823266032 13.254344929009674 14.192273393273352 42.767496462911367 28.626806531101465 9.6526186615228671 12.459894351661204 13.046591676771639 7.8646447584033004 49.644565501250327 9.1123977620154601 3.3080753888934842 4.4969127066433412 14.661052795127032 4.1150270104408264 3954.4566752705723 3129.1679039299488 leaf_count=501 18 28 19 26 38 12 35 431 16 24 33 101 265 21 63 42 135 108 29 39 48 30 316 116 31 29 112 18 14588 9745 internal_value=-5.23379e-06 -0.00106913 -0.000261057 0.00868229 0.00246788 -0.00162014 0.00907956 -0.00257495 -0.0060531 -0.00218252 -0.00746893 -0.00310716 2.76998e-05 0.00151262 0.000472565 0.00361364 -0.0017185 0.0108655 -0.00225062 0.0128124 -0.00416376 0.00828767 -1.93616e-05 -0.00272218 -0.0134153 -0.000900756 -0.00247437 0.0108495 1.24579e-05 -0.000329332 internal_weight=7800.81 234.228 201.55 26.5883 20.3592 174.962 14.3338 160.628 32.6782 23.1979 17.7505 156.35 7566.58 232.441 212.85 98.8409 56.9598 41.8812 114.009 19.591 96.4915 17.5173 7334.14 85.338 12.4205 72.9176 64.3056 8.61194 7248.8 3294.35 internal_count=27017 781 680 83 64 597 53 544 101 73 57 532 26236 780 720 348 177 171 372 60 313 59 25456 622 147 475 428 47 24834 10246 is_linear=0 shrinkage=0.03 Tree=1095 num_leaves=31 num_cat=0 split_feature=10 11 4 12 10 9 4 13 5 5 6 13 0 9 2 8 8 5 13 11 11 4 7 4 3 9 5 2 5 11 split_gain=0.301845 2.31325 3.04951 3.87165 3.00688 2.84221 2.71842 2.69055 2.58752 3.42195 2.37222 4.10008 2.66096 2.17423 2.03019 1.99266 1.64937 1.26903 1.20349 1.07788 0.609949 2.38743 3.52266 3.2956 3.25354 1.86397 0.965423 1.60129 0.846952 0.730387 threshold=1.5000000000000004 0.33333333333333326 1.8900000000000006 2.9000000000000008 2.5000000000000004 4.3000000000000016 1.7300000000000004 3.7000000000000006 1.0650000000000006 1.1250000000000007 0.90000000000000013 2.5000000000000004 525.00000000000011 4.3000000000000016 1.9000000000000001 5.9000000000000012 4.9000000000000012 0.99000000000000021 2.5000000000000004 0.83333333333333337 -2.4999999999999991 1.5150000000000008 1.5000000000000002 1.3550000000000006 1.9000000000000001 5.9000000000000012 2.9150000000000005 1.7000000000000004 3.2000000000000006 -1.8333333333333328 decision_type=2 2 2 2 2 2 2 2 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 6 -4 5 -5 10 8 17 -10 12 -12 -2 -11 18 -6 -16 -3 -8 -9 21 23 25 24 -1 -23 29 28 -28 -22 right_child=1 7 3 4 15 -7 14 19 9 13 11 -13 -14 -15 16 -17 -18 -19 -20 -21 26 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.011635588948811131 -0.00071240867559749742 -0.0025439287755204434 0.01955661252762797 -0.017872913005768164 0.024521542694812187 0.00013763738656541322 -0.029865674351571572 0.0177415091418693 0.022602539398741194 -0.0063828007194571346 -0.013000833758264631 -0.0011107049148440821 0.018641937578215525 0.0030075890627755935 -0.015657913242605685 0.00086106120860934528 0.0013836150037296823 -0.019873948166552909 -0.012484927469488982 0.0035427904117279591 -0.0020485771699174961 -0.021694837247197916 0.014674524178905485 0.032249648629319672 0.019468352580698994 0.0004726767852864492 -0.023264802792580811 0.0060221933766732077 -0.002638382844779638 7.344111783164016e-05 leaf_weight=6.2004126980900782 24.636938735842705 7.674607038497923 10.535418123006819 9.9211796671152097 6.4592596590518934 38.437877275049686 6.7931062430143339 12.42189607024193 6.8374153450131407 29.015209015458822 37.454615585505962 86.107679948210716 8.6337304264307004 94.355068173259497 9.0504836514592188 6.3556976690888405 11.744293436408041 7.5382879078388214 7.5933064371347427 7.854496255517005 148.58209908008575 7.6107077747583407 6.765473172068595 5.1230885609984389 5.9131568036973476 6.1908730864524841 5.3282513245940191 4.5028956253081551 2.6993076801300049 8339.7204023618251 leaf_count=22 71 24 35 33 23 131 20 36 21 88 121 254 28 298 27 24 37 22 22 23 467 25 20 20 29 23 40 23 17 24993 internal_value=1.89068e-06 -0.000774208 -0.00251952 0.00275934 -0.000133492 -0.00355735 -0.00449096 0.00200364 0.000576168 0.00194402 -0.00280033 -0.00471488 0.00431004 0.000799082 -0.0120276 0.0127869 -0.00603335 -0.0111313 -0.0206919 0.0122413 4.09218e-05 0.00384314 -0.00305861 0.0120784 0.00354759 -0.0117513 2.40131e-05 -0.008297 -0.0163291 3.62966e-05 internal_weight=8968.06 429.421 263.724 71.7094 61.174 48.3591 192.014 165.697 145.421 130.208 156.833 123.562 33.2707 123.37 35.1812 12.815 20.7948 15.2129 14.3864 20.2764 8538.64 37.8037 20.5671 17.2367 12.1136 13.8016 8500.83 12.5305 8.02756 8488.3 internal_count=27017 1338 826 246 211 164 580 512 453 407 474 375 99 386 106 47 64 46 42 59 25679 139 68 71 51 48 25540 80 57 25460 is_linear=0 shrinkage=0.03 Tree=1096 num_leaves=31 num_cat=0 split_feature=4 4 7 6 11 3 5 13 11 9 12 10 9 13 13 6 11 9 11 11 9 12 5 3 13 3 8 5 5 2 split_gain=0.271186 1.78255 2.9719 3.67859 5.29621 4.75872 3.53135 3.29599 3.14026 6.19905 4.17454 2.33867 6.28978 3.01661 2.25149 2.76146 3.78755 2.50479 2.1236 2.1085 2.44615 1.82936 3.91742 4.16398 2.12113 3.46758 3.19845 1.32239 1.31324 3.17523 threshold=1.3650000000000009 1.2550000000000006 1.5000000000000002 0.90000000000000013 -1.0000000180025095e-35 1.7000000000000004 0.81000000000000016 2.7000000000000006 -0.66666666666666619 5.9000000000000012 3.1000000000000005 0.33333333333333326 5.9000000000000012 3.5000000000000004 1.5000000000000002 0.70000000000000007 0.33333333333333326 3.7000000000000006 0.50000000000000022 0.50000000000000022 5.7000000000000002 3.5000000000000004 1.2550000000000006 2.5000000000000004 2.1000000000000005 0.90000000000000013 3.7000000000000006 1.3250000000000008 1.3750000000000007 0.3000000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 3 4 5 -3 -5 -8 9 10 -4 13 -13 -10 15 16 17 -1 -6 20 -17 24 -23 -24 26 -26 -16 -18 29 -2 right_child=28 2 8 6 18 -7 7 -9 11 -11 -12 12 -14 -15 21 19 27 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0091112454412816367 0.020872384378631245 -0.0075252288319783527 0.0076117494146308541 0.021976405242914269 0.014786862313047669 0.013214852680283577 -0.0034047177547575852 0.0016960642141970962 0.0032208314733868297 0.024665945425412814 -0.011046659096174954 0.010073999264440586 -0.009671763057314325 -0.0049729918451687739 0.0060259957217650758 5.3853416344283052e-05 -0.0015051676402057569 -0.010026255470691019 0.0046633002264360587 -0.019779788819218307 -0.017440389517181267 -0.020974597164835018 0.010558933653035325 1.6753928835678314e-05 0.0013695331762476433 -0.0014932559618049315 -6.7647572232788983e-05 0.012599149063057575 0.00025753640908977372 -0.0009468842394607719 leaf_weight=7.6028278619050971 6.0265001207590094 41.537239834666252 67.450871497392654 5.8702451586723319 37.410720929503441 13.09570164978504 295.01278758049011 185.83073923736811 92.658679500222206 16.799526646733284 12.84758837521076 66.606031447649002 18.5657579600811 71.751736402511597 113.63972598314285 21.492100462317467 8.7975106835365313 32.326835557818413 37.184855088591576 13.886839441955088 10.81227847933769 5.7867286652326575 56.00082178413868 84.753724940121174 538.16938788443804 1302.1887621283531 243.91841384768486 18.698431044816971 2511.6729976125062 1511.4959620777518 leaf_count=24 20 141 222 19 118 45 1034 633 312 54 45 215 65 247 374 73 29 119 119 54 44 24 195 347 1819 4491 820 61 9253 6001 internal_value=3.3227e-06 0.000199764 0.00129411 4.35501e-05 0.0045429 -0.00255376 -0.00115108 -0.00143343 0.00351596 0.0080936 0.00462644 0.00173507 0.00576982 -0.000355104 -0.0002288 -0.00435318 -0.000482062 -0.00638237 0.00974041 -0.0100039 -0.00580147 -2.89251e-05 0.00321653 0.00421108 -0.000245309 -0.000656101 0.00186904 0.00808638 -0.000163451 -0.000860234 internal_weight=7449.89 3420.7 962.622 615.942 129.229 54.6329 486.714 480.844 346.68 97.098 80.2985 249.582 85.1718 164.41 2458.07 113.617 67.4256 39.9297 74.5956 46.1912 32.3044 2344.46 146.541 140.755 2197.92 1840.36 357.558 27.4959 4029.2 1517.52 internal_count=27017 11743 3269 2109 423 186 1686 1667 1160 321 267 839 280 559 8474 404 233 143 237 171 117 8070 566 542 7504 6310 1194 90 15274 6021 is_linear=0 shrinkage=0.03 Tree=1097 num_leaves=31 num_cat=0 split_feature=13 9 6 5 11 3 2 4 10 8 8 4 12 7 4 3 8 4 4 11 6 9 5 8 4 4 2 4 11 7 split_gain=0.312112 1.84475 1.76667 3.91396 1.93389 2.47679 3.07869 2.16627 2.11828 2.57112 1.86928 1.87494 1.53188 1.13833 1.54078 6.24206 2.59927 4.83662 2.25554 2.21807 1.92576 1.50927 1.33079 1.10318 0.959551 3.4537 3.97747 2.91362 5.26911 3.52308 threshold=2.3000000000000007 2.1000000000000005 1.5000000000000002 2.3950000000000009 -1.1666666666666663 1.9000000000000001 1.5000000000000002 1.0550000000000004 -1.0000000180025095e-35 4.1000000000000005 2.5000000000000004 0.88500000000000023 1.5000000000000002 0.70000000000000007 0.95000000000000018 1.1000000000000003 3.3000000000000003 1.1150000000000007 1.2350000000000005 1.0000000180025095e-35 2.3000000000000003 5.1000000000000005 1.7400000000000007 9.9000000000000021 1.5450000000000006 1.4750000000000008 0.90000000000000013 1.6000000000000008 0.50000000000000022 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 10 5 7 -7 -3 12 -10 -4 -12 -6 14 15 -2 20 19 -19 -18 21 -16 -17 24 25 -15 -27 28 -26 -29 right_child=13 2 3 -5 8 6 -8 -9 9 -11 11 -13 -14 23 16 22 17 18 -20 -21 -22 -23 -24 -25 27 26 -28 29 -30 -31 leaf_value=-0.014722673234382332 0.015953970224631898 0.014167169123736901 0.011547212637776777 0.014346532681971518 -0.0037996360074446468 -0.007314999676901259 0.0046920508411382829 0.0033169946003223771 -0.0034234642790575928 -0.00028443173201467926 -0.01919846027191573 -0.0041476064277669441 0.0010875236789542803 -3.3794725863364087e-05 -0.0014919356424550377 -0.021529089102254196 0.0095708953385531988 -0.0057057266314032296 0.0038585425093429996 0.028099607428791334 0.0053049668289728872 -0.019066334100870462 -0.0053578491504991388 0.012845268182681405 -0.00073715010087111875 -0.0037296721759005279 0.0045406653695582817 -0.0036405681784925561 -0.010147982601184255 0.00070399084383140009 leaf_weight=7.934186339378356 8.9974576234817523 18.56269958615303 6.4858394265174857 10.853433579206465 61.870092481374741 43.11818378418684 34.675112657248974 153.56004734523594 326.29024635255337 837.90789538249373 7.8299378454685202 153.1852543503046 861.3373756967485 3197.2986039072275 7.7444353699684205 10.502005815505983 15.406940162181856 26.331419751048088 141.15288968756795 9.3394885808229429 9.3804554641246778 10.177670583128927 8.1220621913671476 6.0366015732288352 179.75938188657165 63.637016758322716 294.71831792593002 201.47725122049451 76.261970199644566 1010.5763628184795 leaf_count=46 25 54 18 43 207 128 118 545 1044 3137 23 470 3078 10108 22 30 44 77 425 27 28 31 24 32 637 201 1000 706 267 4422 internal_value=-5.34699e-06 -0.000279753 -0.000234202 -0.00311219 -1.45906e-05 0.00247934 -0.00196305 0.00448714 -0.000313178 -0.00116421 -0.00424345 -0.00487951 0.000760004 0.000125884 0.0021136 -0.0045642 0.0029538 0.00418403 0.00235487 0.0165638 -0.00570796 -0.0114721 -0.0144767 2.82105e-05 1.28093e-05 0.000279223 0.00307201 -0.00063244 -0.00354039 -1.81965e-05 internal_weight=7800.53 2523.61 2515.68 178.354 2337.32 249.916 77.7933 172.123 2087.41 1164.2 167.501 161.015 923.207 5276.92 247.155 27.6215 219.533 192.231 167.484 24.7464 27.3026 17.9221 18.6241 5029.77 5023.73 3555.65 358.355 1468.07 256.021 1212.05 internal_count=27017 8911 8865 554 8311 845 246 599 7466 4181 511 493 3285 18106 733 79 654 573 502 71 81 53 54 17373 17341 11309 1201 6032 904 5128 is_linear=0 shrinkage=0.03 Tree=1098 num_leaves=24 num_cat=0 split_feature=13 5 0 3 5 5 6 7 12 8 13 5 3 0 12 13 0 2 7 4 12 4 3 split_gain=0.300527 2.61505 1.67412 1.79263 2.27493 2.60816 1.29746 0.461908 3.20151 2.23742 0.500016 4.01039 3.08881 2.10453 1.54243 0.489863 4.53363 4.29858 2.11667 0.701281 2.77326 1.76973 0.348646 threshold=5.3000000000000016 1.6500000000000004 350.00000000000006 0.70000000000000007 1.2650000000000006 1.4650000000000007 2.5000000000000004 3.3000000000000003 2.1000000000000005 5.5000000000000009 4.9000000000000012 1.6400000000000006 1.1000000000000003 525.00000000000011 1.9000000000000001 4.3000000000000016 200.00000000000003 1.3 2.9000000000000004 0.88500000000000023 1.1000000000000003 0.93000000000000027 1.1000000000000003 decision_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 6 -4 -5 -6 -2 10 -9 -10 15 12 14 -14 -12 19 17 -17 -18 20 -1 -21 -8 right_child=1 -3 3 4 5 -7 22 8 9 -11 11 -13 13 -15 -16 16 18 -19 -20 21 -22 -23 -24 leaf_value=0.010531411662055463 0.00057939457915344135 -0.012947621470021216 -0.012813328017743937 0.017689995732591456 -0.013635022714478548 0.010956376308950388 0.011546874561312306 0.010001920868521696 -0.024366471132006299 0.00078385150331598103 -0.0071332431241806181 0.012951257074752523 -0.02195221921538934 -0.0014867589467945745 0.0054201480743209457 -0.018721225017118013 0.0016019786637666948 0.0083554419148548359 0.011060325596443368 -0.003326887819554921 0.00052277215296528314 -1.8391198942193327e-05 0.021159524553926376 leaf_weight=26.974249377846718 6.6868688911199596 8.8271690458059293 7.1790497004985836 7.6885005235672024 8.3813231289386732 7.2299782037734976 6.3248703330755216 8.4295455962419528 7.5209048986434919 5.5200463980436325 16.921629726886749 12.290589109063147 13.78157325088978 6.7309330254793158 18.374108120799065 18.020435482263569 226.83446869254112 7.4619279801845542 23.500531122088432 148.189931884408 326.57925323024392 8040.9086116980761 7.3326416313648224 leaf_count=77 20 27 21 23 25 21 19 24 22 22 50 38 43 20 52 53 665 21 68 459 1026 24199 22 internal_value=2.21116e-06 0.00212451 0.0047423 0.000293871 0.00433241 -0.00224614 0.0114067 -1.20003e-05 -0.00440695 -0.0137207 -1.38183e-06 -0.00256217 -0.00597867 -0.0152367 -0.000598251 1.83933e-05 0.00126276 -0.0107924 0.00248989 -2.17836e-05 0.00128638 -7.82618e-05 0.0167079 internal_weight=8967.69 59.6504 50.8232 30.4789 23.2998 15.6113 20.3444 8908.04 21.4705 13.041 8886.57 68.0988 55.8082 20.5125 35.2957 8818.47 275.817 25.4824 250.335 8542.65 353.554 8189.1 13.6575 internal_count=27017 178 151 90 69 46 61 26839 68 44 26771 203 165 63 102 26568 807 74 733 25761 1103 24658 41 is_linear=0 shrinkage=0.03 Tree=1099 num_leaves=31 num_cat=0 split_feature=12 11 0 5 5 2 12 10 5 0 7 6 12 3 9 9 9 4 8 10 11 5 0 8 5 0 4 2 13 5 split_gain=0.277494 1.37737 1.44502 4.01154 2.56588 2.32073 1.79894 3.23624 2.01748 1.89353 1.53604 1.50743 0.943487 3.49424 2.94344 2.55581 2.57248 2.17068 2.5106 3.01124 1.56362 3.82001 4.13452 5.40854 3.46131 4.85069 3.70932 3.43035 2.39192 2.52128 threshold=2.1000000000000005 -2.1666666666666656 475.00000000000006 1.9900000000000007 1.9250000000000003 1.5000000000000002 0.90000000000000013 0.33333333333333326 0.78500000000000025 875.00000000000011 1.7000000000000004 1.3 2.5000000000000004 1.9000000000000001 2.3000000000000003 2.5000000000000004 4.5000000000000009 1.2550000000000006 4.3000000000000016 -1.0000000180025095e-35 -0.33333333333333309 1.7700000000000007 200.00000000000003 5.1000000000000005 1.4750000000000008 475.00000000000006 1.195000000000001 0.50000000000000011 5.1000000000000005 1.7800000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 10 11 -10 -4 -8 13 14 -2 -16 -17 18 -15 -20 21 24 23 -23 26 -26 -14 -24 29 -22 right_child=12 2 6 -5 -6 -7 8 -9 9 -11 -12 -13 20 17 15 16 -18 -19 19 -21 28 22 27 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.011528092750016468 -0.011046177440681581 -0.001147404084991046 -0.022319312350656512 -0.018465323853874151 0.016147704185991103 0.0083164650709381567 0.015625201920310222 0.010267033689283795 0.00067935069020720856 -0.011717332360870327 -0.0051926348761183808 0.0025817529680123011 -0.0048802781870246796 -0.01318371596271712 0.015749477730358414 -0.00055840617448331821 0.0021680336328019491 -0.020733743402419839 -0.010895311292457239 0.018361896453271603 0.00016178872427555663 0.019883306210689438 0.021303923585057758 0.0013854573295015639 0.00097990668718597328 -0.0052032429209943479 0.0020500880282572093 0.00145932019306195 -0.012543081744689993 -0.0018946284638709752 leaf_weight=9.7687297761440259 17.875328950583935 1038.2110724821687 9.3532011657953316 11.705961659550665 7.9730121046304694 23.855930373072624 13.855431437492369 6.9444470107555381 939.47673676908016 11.221749514341353 9.4999603033065778 18.786872386932373 80.116689972579479 13.205574825406076 10.791772603988646 515.27615849673748 787.41836616024375 9.5282564312219602 5.6684107780456543 7.1719760298728925 1636.2142963912338 27.959254734218121 7.9950079694390288 28.962095595896244 213.77552536129951 245.12485173717141 524.8285936191678 403.4372856579721 14.96525566279888 798.43115749582648 leaf_count=36 66 3545 38 45 26 90 55 24 3237 54 36 68 277 51 37 1769 2760 35 21 25 6074 98 32 101 751 910 2100 1551 61 3044 internal_value=2.77481e-06 -0.000289396 -0.000236888 -0.000998626 -0.000807544 -0.000934829 0.000579657 -0.00724052 0.000784817 0.000533024 -0.0136893 0.00811821 0.000117521 0.000797553 0.00104549 0.00121005 0.0010896 -0.00848151 -0.00399934 0.00544625 -0.000115931 0.000635757 0.00289336 0.0104714 -0.000358145 -0.00232287 0.00113226 0.00184494 -0.000586101 -0.000512604 internal_weight=7449.4 2100.65 2090.88 1081.75 1070.04 1062.07 1009.14 25.7976 983.341 950.698 18.8532 32.6423 5348.75 1366.94 1331.36 1313.49 1302.69 35.5742 26.046 12.8404 3981.81 1532.2 468.354 56.9214 1063.85 458.9 604.945 411.432 2449.61 2434.65 internal_count=27017 7254 7218 3706 3661 3635 3512 98 3414 3291 74 123 19763 4764 4632 4566 4529 132 97 46 14999 5820 1782 199 4038 1661 2377 1583 9179 9118 is_linear=0 shrinkage=0.03 Tree=1100 num_leaves=31 num_cat=0 split_feature=13 9 4 12 5 13 2 10 8 5 13 8 6 5 4 7 3 4 3 8 4 10 5 8 9 0 6 13 4 4 split_gain=0.3 1.788 1.70423 4.9833 6.16444 3.46162 2.9649 3.48084 3.75585 2.94002 3.2151 2.40941 2.40382 4.30768 1.57268 1.08847 1.52745 1.74887 5.0114 3.10808 5.56026 1.91739 1.29305 1.05242 0.945806 2.93046 5.7817 2.03074 1.09101 3.43438 threshold=2.3000000000000007 2.1000000000000005 1.7150000000000005 2.3000000000000007 1.4950000000000008 2.1000000000000005 2.3000000000000003 -0.83333333333333315 4.1000000000000005 1.1950000000000005 2.1000000000000005 5.5000000000000009 1.5000000000000002 1.9000000000000004 1.6600000000000006 0.70000000000000007 0.50000000000000011 0.95000000000000018 1.1000000000000003 3.3000000000000003 1.1650000000000007 -0.33333333333333331 1.7400000000000007 9.9000000000000021 2.3000000000000003 525.00000000000011 1.5000000000000002 4.1000000000000005 1.5450000000000006 1.4750000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 6 4 5 -4 12 -8 -9 10 -5 -11 14 -14 -3 16 -2 18 -18 21 -21 -19 -20 24 25 27 -27 -17 29 -26 right_child=15 2 3 9 -6 -7 7 8 -10 11 -12 -13 13 -15 -16 23 17 19 22 20 -22 -23 -24 -25 28 26 -28 -29 -30 -31 leaf_value=-0.014555008527720093 0.014773518681524522 1.8094783876349972e-05 0.009579021699329433 -0.0025228841489264866 -0.007704555547894773 0.027857612896351736 0.011445323477645871 0.0013140640980156258 -0.019466053792087129 0.0035992105540579556 -0.020994290283692294 -0.0008065871725611443 -0.0073469926611518226 0.0042370871220411077 -0.0043736214280951369 -0.0026629455687420399 0.013829584105631343 -0.019061602123986967 -0.02121097229310933 0.014557959638151026 0.0013824052938387118 -0.0016477554744630887 -0.0052579787378256877 0.012504294747404502 -6.5937726279914575e-05 -0.0057544600058177129 0.028793570427009071 0.012721805307152815 -0.00072824443902258442 0.0030459704188284305 leaf_weight=7.8659675121307364 8.2310224473476392 1675.1687086075544 35.651146668940783 35.051039746031165 14.917036153376101 12.627544805407522 6.5611397400498381 11.882668167352675 22.941539999097586 184.96078873425722 11.187767021358011 282.09155943617225 105.87344612181187 39.733618937432766 76.748489141464233 45.171163804829121 8.2797518968582171 8.2480313181877154 10.452853828668596 35.69722492992878 149.78394481167197 18.353520885109901 8.1287179291248304 6.077595015987753 3144.3422240540385 7.6294893007725504 10.172318473458288 9.3139186725020391 1451.9138671178371 355.24131014943123 leaf_count=46 25 5349 163 265 57 49 31 43 91 728 72 1301 314 124 278 189 23 25 30 103 449 54 24 32 9914 39 34 33 5945 1187 internal_value=-5.19207e-06 -0.000274246 -0.000229589 0.00120249 0.00915168 0.0143599 -0.000655382 -0.00859899 -0.0123755 0.000223796 -0.00699216 0.000938185 -0.00048213 -0.0041859 -0.000174299 0.000123459 0.00206707 0.00162937 -0.00558239 0.00254277 0.00391814 -0.00704706 -0.0142322 2.79465e-05 1.2853e-05 0.00341964 0.013987 -3.30089e-05 -3.68827e-05 0.000249951 internal_weight=7800.3 2523.26 2515.4 576.487 63.1957 48.2787 1938.91 41.3853 34.8242 513.291 46.2388 467.052 1897.52 145.607 1751.92 5277.04 247.175 238.944 26.8613 212.083 185.481 26.6016 18.5816 5029.86 5023.78 72.2869 17.8018 54.4851 4951.5 3499.58 internal_count=27017 8911 8865 2635 269 212 6230 165 134 2366 337 2029 6065 438 5627 18106 733 708 77 631 552 79 54 17373 17341 295 73 222 17046 11101 is_linear=0 shrinkage=0.03 Tree=1101 num_leaves=31 num_cat=0 split_feature=3 0 4 5 4 7 5 13 5 8 13 13 5 5 8 5 5 5 5 5 8 5 13 12 11 4 8 2 10 7 split_gain=0.304632 3.14909 2.54581 2.56793 4.37555 3.1429 3.80482 2.16162 1.98852 2.54056 2.75164 0.422729 1.58785 3.54556 2.58368 2.56998 2.2696 3.2576 2.0572 1.98006 1.76677 2.00729 1.29031 5.48317 3.41936 3.05871 2.8984 2.64986 2.91267 1.21701 threshold=0.3000000000000001 200.00000000000003 0.93000000000000027 1.0250000000000006 1.0650000000000006 2.3000000000000003 0.91000000000000036 3.1000000000000005 0.93000000000000027 5.9000000000000012 2.5000000000000004 1.3000000000000003 1.3750000000000007 1.3550000000000006 3.9000000000000004 1.1750000000000005 2.1350000000000011 2.2350000000000008 1.1950000000000005 2.4250000000000012 7.7000000000000002 1.4650000000000007 1.5000000000000002 2.3000000000000007 1.5000000000000004 1.4850000000000005 7.5000000000000009 1.3 -0.33333333333333331 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 -3 5 -5 6 -4 -6 -1 10 -10 12 13 14 18 -16 20 -18 -2 -19 21 -14 23 27 26 -26 -25 28 -13 -24 right_child=11 2 3 4 7 -7 -8 -9 9 -11 -12 22 16 -15 15 -17 17 19 -20 -21 -22 -23 29 24 25 -27 -28 -29 -30 -31 leaf_value=0.0059546803055050982 0.0021458719559228471 0.022976486471060424 0.00097729151105471106 -0.016908870452660575 0.0048207781229807145 0.013453649779285554 -0.018061846846658559 0.016861051891463481 0.0083384064846862369 -0.023435570827190125 -0.016100834775371105 0.010444851625781414 -0.010041588922411393 0.02392768523044202 -0.0012349687758855504 0.010286951244980072 0.017987206308251166 -0.0075407180361779826 -0.019438787948203123 0.0087290311389281866 -0.016217077926827854 2.6303391269761276e-05 0.011533919791204498 -0.0074028123078609875 0.023959745900160409 -0.0016130276155517089 0.0074519191002764707 0.017709240041585809 -0.0028945707994975571 -5.8308483359914282e-06 leaf_weight=8.427290812134741 8.1890929639339429 5.8154191821813574 25.462473705410957 6.4342971146106711 37.220323972404003 9.0678838938474637 15.018818989396093 20.986674770712852 8.3443278819322639 9.2389930486679059 8.2414420843124372 24.03852316737175 20.411411419510841 7.6275290697813025 31.894376426935196 38.399729311466217 13.566013693809508 14.569575637578966 7.7207258939743033 12.515167161822317 7.4262442439794532 140.53259738534689 8.2333686389029008 153.85251527279615 6.4730614721775082 12.037377804517744 12.805404707789419 11.926401287317274 38.052105151116848 8242.9114647321403 leaf_count=24 24 17 80 18 114 32 42 61 24 26 23 72 62 23 101 120 47 55 23 49 23 441 32 497 22 39 42 34 113 24737 internal_value=2.54177e-06 0.00132419 0.00361418 0.0026281 0.00656688 -0.00251038 -0.00608635 0.00916193 -0.00669901 -0.0108282 -0.00380541 -2.05912e-05 0.0010808 0.00432294 0.00258827 0.00505914 -0.000374621 0.00598746 -0.00832874 -2.28829e-05 -0.00191066 -0.00125054 -5.9786e-05 -0.00214402 -0.00490278 0.00732972 -0.00626143 0.00475758 0.00226982 5.68404e-06 internal_weight=8967.44 154.258 120.006 114.19 64.6413 49.5492 40.4813 58.207 34.2521 25.8248 16.5858 8813.18 302.852 93.8315 86.2039 70.2941 209.021 40.6508 15.9098 27.0847 168.37 160.944 8510.33 259.185 185.168 18.5104 166.658 74.017 62.0906 8251.14 internal_count=27017 461 364 347 193 154 122 175 97 73 47 26556 968 291 268 221 677 151 47 104 526 503 25588 819 600 61 539 219 185 24769 is_linear=0 shrinkage=0.03 Tree=1102 num_leaves=31 num_cat=0 split_feature=5 5 9 3 10 4 3 0 4 12 12 3 8 10 2 2 7 9 4 5 11 10 4 7 10 4 8 10 9 5 split_gain=0.275021 3.79699 6.06148 3.44768 3.67031 3.4645 3.32908 2.81788 2.9037 2.77911 4.91453 2.6557 2.24257 2.27338 4.06557 2.43817 2.12926 1.99048 1.78981 1.67128 3.33134 3.25594 2.25975 3.48241 2.13718 2.2346 1.95266 1.71549 0.927171 2.40877 threshold=2.0450000000000008 2.0750000000000011 7.3000000000000016 1.7000000000000004 -1.0000000180025095e-35 1.1450000000000007 2.7000000000000006 575.00000000000011 1.5950000000000004 2.3000000000000007 2.9000000000000008 1.3 7.5000000000000009 -0.33333333333333331 2.3000000000000003 1.5000000000000002 1.3 5.5000000000000009 1.9750000000000003 1.9850000000000003 1.1666666666666672 0.83333333333333337 2.0250000000000008 1.3 -0.66666666666666663 1.3850000000000007 3.3000000000000003 1.5000000000000004 8.1000000000000014 1.9350000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 2 6 4 7 -6 9 11 -9 -2 -11 -3 13 14 -5 -15 -7 -14 -19 28 21 22 26 -24 -22 -26 -21 -23 -1 -30 right_child=1 3 -4 12 5 16 -8 8 -10 10 -12 -13 17 15 -16 -17 -18 18 -20 20 24 27 23 -25 25 -27 -28 -29 29 -31 leaf_value=-2.5610651328974611e-05 -0.0040231286258358154 0.0072762164561267816 -0.013710166672263711 -0.0029826400474999761 0.0072033051903831321 -0.018407765090399 -0.0083696378795757448 0.030255474381115314 0.0015778134064515863 0.032086317205545674 0.009969489223954537 -0.0098194598309651136 0.0092431632295511407 0.0051519842588184477 0.01326224489145934 -0.00039020211157016362 -0.0056612896433171547 -0.019335014680477637 -0.0031216342072447147 0.0053537450071789198 -0.009372672945442459 -0.021759801002303816 0.027265986672046702 -0.0074350497939489404 -0.0017605768472890055 0.020830731303492969 -0.0062313571828613423 -0.0040547511880351583 0.0012823647193565626 0.016639516645663467 leaf_weight=6544.2067979741842 6.5094535946845999 13.04327581822872 10.239974744617937 146.69469606131315 8.7658955156803113 29.281414180994034 6.7014334499835959 5.2070012390613547 8.1533580943942052 13.308944821357725 28.205693520605564 21.924683399498463 5.5247825607657459 181.07291463017464 15.312657278031109 117.9938552454114 19.750408969819546 11.481600463390352 13.141321025788782 15.664784044027327 5.1667620539665249 14.215429060161116 5.3501304090023023 5.0686070173978806 6.177352741360667 10.88270280510187 79.783030718564987 7.536641299724578 82.487381912767887 10.344937920570372 leaf_count=23502 23 47 40 614 32 116 27 21 32 43 95 86 22 716 57 455 74 56 62 57 19 56 19 22 25 38 295 26 299 41 internal_value=2.82766e-06 0.000586343 0.00747416 -0.000162752 -0.00506617 -0.0101678 0.0114381 0.00103504 0.0127545 0.0142021 0.0170598 -0.00344266 0.000896608 0.00141493 -0.0014472 0.00296537 -0.0132734 -0.00703048 -0.0106819 -5.4116e-05 -0.00318723 -0.005054 -0.00288193 0.0103843 0.00753111 0.0126505 -0.00433002 -0.0156254 1.66207e-05 0.00299372 internal_weight=7449.2 662.313 64.9655 597.348 106.126 57.7977 54.7255 48.3283 13.3604 48.0241 41.5146 34.968 491.222 461.074 162.007 299.067 49.0318 30.1477 24.6229 6786.88 149.845 127.619 105.867 10.4187 22.2268 17.0601 95.4478 21.7521 6637.04 92.8323 internal_count=27017 2618 228 2390 408 222 188 186 53 161 138 133 1982 1842 671 1171 190 140 118 24399 557 475 393 41 82 63 352 82 23842 340 is_linear=0 shrinkage=0.03 Tree=1103 num_leaves=21 num_cat=0 split_feature=4 5 8 10 9 9 4 8 8 8 10 12 8 8 13 8 9 4 8 11 split_gain=0.2961 0.960361 1.14615 1.29262 1.17505 1.85214 0.489434 1.10092 1.20053 1.22232 1.76455 0.550154 0.457156 1.96252 2.10658 1.16349 0.830879 0.73098 0.195187 0.000301043 threshold=2.7150000000000003 1.2950000000000006 8.5000000000000018 -0.83333333333333315 4.5000000000000009 6.3000000000000016 2.5850000000000013 9.1000000000000014 5.7000000000000002 6.9000000000000012 1.1666666666666672 6.5000000000000009 9.3000000000000025 9.9000000000000021 2.5000000000000004 9.1000000000000014 5.5000000000000009 2.5350000000000006 9.5000000000000018 0.33333333333333326 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 19 3 -3 -5 -6 11 8 -8 -10 -11 12 15 16 -15 17 -14 -1 -4 -2 right_child=1 2 18 4 5 -7 7 -9 9 10 -12 -13 13 14 -16 -17 -18 -19 -20 -21 leaf_value=-4.5399847798041677e-06 -0.020809987419333063 -0.014931918494282114 -0.022208027808731746 0.023229723735443349 -0.010568076473739165 0.018180924799742672 0.018376865598504676 0.021983872380648573 -0.014568228500531192 -0.0053955691405791041 0.022859692397803718 0.009391344764691785 -0.024049696576659455 -0.0066397535395719071 0.018031056465607667 0.01181976435565728 -0.0063066358281315829 -0.0091719318274858831 -0.0086250733751192833 -0.021476706352715362 leaf_weight=7716.3350392319262 1.4055363023653655 2.9668855611234948 2.0176299363374706 3.0503558311611387 4.8237726585939509 3.4659875333309174 3.177781403064734 2.8498401939868918 4.646884035319089 5.6979045867919904 3.0561254397034645 5.6003671362996092 4.4644934032112378 7.711896784603594 5.2257280796766281 7.4850111454725257 5.0760047100484371 7.8360488284379235 1.8030248805880544 1.0762274991720913 leaf_count=26476 32 24 23 23 43 16 15 16 35 41 16 23 27 33 22 34 25 62 17 14 internal_value=-5.62285e-06 -0.00359677 -0.00120061 0.00269759 0.00730996 0.00145202 3.89121e-06 0.00475949 0.00179866 -0.00213256 0.00446864 -8.01569e-06 -1.48043e-05 -0.00428692 0.00332521 -2.38405e-06 -0.0146095 -1.38402e-05 -0.015798 -0.0210991 internal_weight=7799.77 20.6094 18.1277 14.307 11.3401 8.28976 7779.16 19.4285 16.5787 13.4009 8.75403 7759.73 7754.13 22.4781 12.9376 7731.66 9.5405 7724.17 3.82065 2.48176 internal_count=27017 192 146 106 82 59 26825 123 107 92 57 26702 26679 107 55 26572 52 26538 40 46 is_linear=0 shrinkage=0.03 Tree=1104 num_leaves=31 num_cat=0 split_feature=7 5 4 10 9 9 8 5 13 6 8 13 9 5 5 5 0 13 12 2 9 3 9 5 3 9 8 12 9 5 split_gain=0.298863 2.02406 2.42982 1.81095 3.16971 1.99949 2.69417 1.79592 1.68134 1.38548 0.705315 0.517547 1.92832 2.01302 4.00318 2.99325 1.81821 1.10507 5.19317 3.47462 3.54333 3.12794 2.95731 2.56026 0.707099 2.23855 1.49741 1.37858 0.997741 0.663987 threshold=0.3000000000000001 2.1050000000000009 0.90000000000000036 0.83333333333333337 4.9000000000000012 6.5000000000000009 5.9000000000000012 2.2350000000000008 1.7000000000000004 0.90000000000000013 4.9000000000000012 1.3000000000000003 7.9000000000000012 2.4050000000000007 2.2750000000000008 2.1350000000000011 525.00000000000011 1.5000000000000002 2.3000000000000007 1.3 6.9000000000000012 2.5000000000000004 3.7000000000000006 2.1150000000000007 2.9000000000000004 9.1000000000000014 7.1000000000000005 5.700000000000002 9.9000000000000021 1.7250000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 6 -4 -3 9 -9 -7 12 13 14 15 -2 -14 18 19 20 -13 22 -20 -23 27 26 -26 28 -19 -29 right_child=11 7 3 4 -6 10 -8 8 -10 -11 -12 17 16 -15 -16 -17 -18 24 21 -21 -22 23 -24 -25 25 -27 -28 29 -30 -31 leaf_value=0.016551639548988487 0.0013552184066355326 0.017057311101531806 -0.0037322278675224986 -0.026563787770870234 -0.0023631752592200459 -0.0070473527747607519 0.0096505037336316202 -0.006207553185919412 -0.015950066323360428 0.015895462823154776 -0.022074857142063749 -0.0010536029343899539 -0.021761999902007296 0.017895422184448815 -0.022237412120893647 0.017176619093837629 0.00089771715717107587 7.6470353507222265e-05 0.0046437076751292793 0.018597383835418726 0.021586389977656308 0.020817823486105457 -0.0078204101103951963 -0.0025996333032485223 -0.0038838025569454832 0.017550470990991596 0.0069546056341682127 0.019416385040018389 -0.0075108730853233902 0.0051994989150631306 leaf_weight=5.3597798049449912 214.57910867035389 9.0311602056026477 53.785640984773636 8.2232335209846514 11.948224827647207 6.1409339010715467 18.093055725097656 4.4385406449437124 4.2122110929340115 6.0060892924666405 5.1837435811758041 52.858272194862366 6.1376065164804441 6.9367189966142169 6.2254068180918685 11.330339968204497 6.6291723400354385 8171.86726183258 19.642844617366791 13.232030943036078 7.0515960678458205 7.2510495558381107 134.04634115844965 9.9924549050629121 119.38315013423562 5.02908089198172 12.6920318454504 4.2156778536736956 15.628263324499128 9.8993967771530134 leaf_count=20 656 35 189 28 40 26 58 19 31 27 21 154 23 25 24 38 22 24222 61 38 22 27 416 41 569 25 42 19 62 37 internal_value=2.30811e-06 -0.00141233 -0.00314347 -0.00416462 -0.012229 -0.00220954 -0.000363573 0.00653408 4.99457e-05 0.00650258 -0.013926 2.35122e-05 0.00136398 0.00197061 0.00149474 0.00214873 -0.0099959 -1.58201e-05 -0.00200553 0.00468416 0.0016112 -0.00486804 -0.00622739 0.00724762 4.24189e-05 -0.00209424 -0.00284226 7.81369e-05 6.19877e-05 0.00944558 internal_weight=8967.05 132.423 108.735 103.375 20.1715 83.2034 71.8787 23.688 14.6568 10.4446 11.3247 8834.63 251.838 239.072 232.135 225.909 12.7668 8582.79 244.075 73.1419 59.9099 170.933 153.689 17.2435 8338.71 137.104 132.075 8201.61 8187.5 14.1151 internal_count=27017 494 382 362 68 294 247 112 77 46 47 26523 788 743 718 694 45 25735 759 214 176 545 477 68 24976 636 611 24340 24284 56 is_linear=0 shrinkage=0.03 Tree=1105 num_leaves=24 num_cat=0 split_feature=8 2 4 4 0 5 11 5 9 3 10 3 0 9 5 4 11 13 9 9 6 8 8 split_gain=0.272465 1.3694 1.96539 3.12065 2.67792 1.83438 3.4882 2.57738 1.90009 3.04829 3.03425 1.69271 1.39745 1.38407 1.68793 2.04043 1.28564 0.736486 0.836409 0.889622 0.657336 1.57655 0.618116 threshold=2.9000000000000004 0.50000000000000011 1.0150000000000006 1.0050000000000006 525.00000000000011 1.6500000000000004 1.5000000000000004 1.4150000000000007 6.1000000000000005 2.1000000000000005 1.0000000180025095e-35 0.90000000000000013 575.00000000000011 5.1000000000000005 1.4950000000000008 0.83000000000000029 -1.0000000180025095e-35 5.9000000000000012 1.5000000000000002 1.7000000000000004 1.0000000180025095e-35 5.7000000000000002 3.3000000000000003 decision_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 13 3 4 11 6 7 -4 9 -7 -10 -3 -6 14 15 -1 -15 18 -2 -20 21 -21 -22 right_child=17 2 5 -5 12 8 -8 -9 10 -11 -12 -13 -14 16 -16 -17 -18 -19 19 20 22 -23 -24 leaf_value=0.0041151082714466448 -0.012536045110783144 -0.007759107130646232 -0.0035205543573514474 0.023241668396872462 0.012486709338341322 -0.0042227815412718053 0.017723222639087093 0.0042304974825569325 0.0078967742970724158 -0.019957060708048313 -0.0095682911833591556 0.0013396079627245765 0.0011181357089242473 -0.0033524656956041669 0.01190248539740279 -0.018101897758455093 -0.021555386837365756 0.0086039391370661914 0.0086956979767869973 -0.015741524742645747 0.0011327044238266496 0.0064985952007063632 -2.8477169841736322e-05 leaf_weight=7.4926667213439959 4.7582324258983126 25.261942319571972 116.75613877922297 6.3285082280635825 25.068722277879715 38.055017940700054 9.4854612648487073 57.686105638742447 20.022401005029678 15.634445771574972 16.193240255117416 67.766180761158466 15.905436679720877 6.1860585510730735 6.0263736695051184 7.3897589445114136 8.0184981375932676 9.0442804321646673 10.685473591089247 7.2803211174905282 440.44311729073524 4.73394525796175 6522.7086307778955 leaf_count=27 23 91 419 21 81 138 30 202 81 65 65 239 55 23 21 28 35 36 31 42 1478 29 23757 internal_value=2.66211e-06 -0.0007135 -0.000231242 0.00265562 0.00168341 -0.00171067 6.02157e-06 -0.000957368 -0.00522267 -0.00880463 8.75518e-05 -0.00113116 0.00807363 -0.00640175 -0.00149252 -0.00691658 -0.013628 4.86294e-05 3.75607e-05 4.61249e-05 3.28744e-05 -0.00697832 4.49715e-05 internal_weight=7448.93 449.277 414.164 140.331 134.002 273.833 183.928 174.442 89.9051 53.6895 36.2156 93.0281 40.9742 35.1134 20.9088 14.8824 14.2046 6999.65 6990.61 6985.85 6975.17 12.0143 6963.15 internal_count=27017 1621 1487 487 466 1000 651 621 349 203 146 330 136 134 76 55 58 25396 25360 25337 25306 71 25235 is_linear=0 shrinkage=0.03 Tree=1106 num_leaves=31 num_cat=0 split_feature=9 11 5 11 9 4 7 8 8 5 11 0 5 9 2 12 5 2 6 12 5 11 9 13 3 4 8 7 0 4 split_gain=0.297757 3.61822 4.17086 2.54432 3.03393 3.22535 2.18239 2.17172 2.1418 1.94531 2.49383 3.19875 2.06128 2.00028 2.50609 2.43981 2.01683 1.92728 1.54274 1.28069 1.23751 1.02826 0.946675 5.81727 2.83088 2.80937 1.8927 2.02766 1.88844 1.86033 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 8.3000000000000025 1.7850000000000004 0.90000000000000013 6.1000000000000005 5.1000000000000005 1.8550000000000004 -0.33333333333333309 350.00000000000006 1.6100000000000005 8.7000000000000011 0.90000000000000013 3.3000000000000007 2.6050000000000009 1.3 1.1000000000000003 2.3000000000000007 1.7150000000000005 -0.66666666666666663 7.1000000000000005 4.1000000000000005 0.70000000000000007 1.3750000000000007 2.9000000000000004 0.90000000000000013 200.00000000000003 1.5350000000000008 decision_type=2 2 2 2 2 2 2 2 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 9 -3 7 6 -6 -5 8 -4 10 11 19 -13 16 21 -16 17 -11 -9 -2 -12 -15 -1 24 25 -24 27 -26 -28 -27 right_child=1 2 3 4 5 -7 -8 18 -10 13 20 12 -14 14 15 -17 -18 -19 -20 -21 -22 -23 23 -25 26 29 28 -29 -30 -31 leaf_value=4.1444095242257777e-05 -0.00064797738967304979 -0.012083200188539752 0.011907574869073177 0.023704293861782234 -0.0080803035358166173 0.0097828213131338198 0.0050247772081794548 0.012188895745100459 0.029968770655754321 0.0005165849247198293 -0.020283940320235814 0.00054827649213027066 -0.016260000326729494 -0.0013335051739714627 -0.018081822254647651 -0.0025040397234866846 -0.0087416583869467778 0.011015402255566596 -0.0068528081503196571 0.013858631540076329 -0.0052557337218500063 0.015287471022277392 -0.0013788546548567724 0.016443140496213839 0.0014562457036633942 0.031986467046442944 -0.0059818550337399964 -0.017912856201697639 -0.0010030179295819792 0.0075648837114713641 leaf_weight=7023.8904238222167 11.119329541921617 11.945224091410635 25.473133400082588 8.0817379951477069 28.021942749619484 13.470093071460722 18.549298487603664 7.4812489226460439 7.6940419003367415 31.412706822156906 12.648893669247629 11.60269144177437 15.128307290375231 6.2958559691905975 13.146385893225668 29.030703037977219 9.9773368239402753 31.533136166632175 7.8446933031082153 10.794109575450419 8.0827589184045774 7.1590974032878858 13.65466368198395 15.899352520704268 7.3998793363571194 5.2171970903873426 89.08621871471405 14.195932269096373 297.61508453637362 6.0774252787232399 leaf_count=24597 34 38 77 25 84 43 57 26 24 92 42 39 46 19 39 92 33 99 24 33 25 23 41 46 22 16 269 40 945 27 internal_value=-5.19603e-06 0.000881613 0.00480024 0.00652964 0.00279094 -0.00228117 0.0106935 0.0117818 0.0160974 -0.00166363 -0.00571218 -0.00199896 -0.0089643 0.000521203 -0.00376322 -0.00735956 0.00378973 0.00577604 0.00244226 0.00649768 -0.0144248 0.00751017 -4.39402e-05 -0.00137921 -0.00203326 0.00777685 -0.00263271 -0.011276 -0.00215002 0.0188457 internal_weight=7799.53 326.493 128.561 116.616 68.1231 41.492 26.631 48.4931 33.1672 197.931 69.3761 48.6444 26.731 128.555 55.632 42.1771 72.9232 62.9458 15.3259 21.9134 20.7317 13.455 7473.04 449.146 433.246 24.9493 408.297 21.5958 386.701 11.2946 internal_count=27017 1014 398 360 209 127 82 151 101 616 219 152 85 397 173 131 224 191 50 67 67 42 26003 1406 1360 84 1276 62 1214 43 is_linear=0 shrinkage=0.03 Tree=1107 num_leaves=31 num_cat=0 split_feature=11 8 5 5 2 7 8 7 10 4 9 5 5 11 2 9 11 3 6 13 12 2 2 8 2 9 5 5 10 9 split_gain=0.297461 2.74062 4.41695 4.95685 3.23856 3.56577 2.29793 2.27768 2.36981 2.30099 2.0123 1.71116 5.09592 3.89573 2.70113 2.70105 2.32835 2.01829 3.79747 2.12729 2.95668 2.58714 1.25471 0.656149 3.94257 3.246 3.05349 2.5035 2.48583 2.36689 threshold=-1.4999999999999996 3.9000000000000004 1.5350000000000008 1.4650000000000007 0.90000000000000013 1.5000000000000002 3.1000000000000005 1.3 0.33333333333333326 1.2350000000000005 6.1000000000000005 1.3450000000000006 1.2150000000000005 -1.8333333333333328 1.3 5.3000000000000016 -1.8333333333333328 2.7000000000000006 0.90000000000000013 1.7000000000000004 4.1000000000000005 2.5000000000000004 1.3 4.1000000000000005 0.50000000000000011 8.5000000000000018 2.3550000000000009 2.0850000000000013 2.5000000000000004 8.9000000000000021 decision_type=2 2 2 2 2 2 2 2 2 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 -6 8 10 -9 -4 12 13 22 -15 16 -14 19 -19 20 -13 -21 -3 24 -2 28 27 -27 -26 -25 right_child=23 11 7 -5 6 -7 -8 9 -10 -11 -12 17 15 14 -16 -17 -18 18 -20 21 -22 -23 -24 29 25 26 -28 -29 -30 -31 leaf_value=-0.017947595514525062 0.0038020252404935176 -0.019087906912331087 0.00090887804852979835 0.032021938572284803 0.00046388190419386662 0.011479927187211018 0.018192514153839972 -0.017868629713666342 -0.0084553871146289886 0.00097532790704938374 0.02167822143179093 -0.0098532418317263271 -0.0072776182858654039 0.00065341925371702149 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89 31 45 40 28 42 18 55 486 22 46 33 18147 6702 41 32 24 22 184 internal_value=2.26964e-06 0.000794787 0.00504419 0.0109477 0.00702182 -0.00443237 0.0126202 -0.00154037 0.00474962 -0.00828164 0.0112079 -0.000631733 -0.00431906 0.0021591 0.00889739 -0.0128934 -0.0179382 0.000739289 -0.00989207 0.0015087 -0.00544663 0.00283798 -0.00890403 -3.54044e-05 -0.000451789 -0.000794141 0.0101753 0.0160729 -0.000912242 0.000130286 internal_weight=8966.48 406.898 102.265 53.921 45.4535 14.9224 30.5311 48.344 25.0091 23.3349 16.795 304.633 82.5682 47.0332 29.2299 35.535 25.8996 222.065 14.9866 207.079 33.2261 173.852 17.8033 8559.58 2436.52 2255.04 24.0199 18.4202 2231.02 6123.06 internal_count=27017 1288 334 158 133 46 87 176 99 77 66 954 238 137 85 101 73 716 73 643 111 532 52 25729 7398 6821 97 65 6724 18331 is_linear=0 shrinkage=0.03 Tree=1108 num_leaves=31 num_cat=0 split_feature=5 5 9 3 10 4 3 0 12 12 8 10 8 7 4 4 5 11 3 13 12 4 4 12 11 0 2 10 5 10 split_gain=0.27077 3.61976 5.8118 3.3324 3.54463 3.35804 3.17091 2.76628 2.63698 4.6141 2.15211 2.2541 4.40672 2.08602 1.92507 1.73061 1.63079 4.83403 2.60869 1.71366 2.32056 1.62727 1.61124 1.11489 6.07283 7.17111 5.43032 4.37138 4.09398 3.46973 threshold=2.0450000000000008 2.0750000000000011 7.3000000000000016 1.7000000000000004 -1.0000000180025095e-35 1.1450000000000007 2.7000000000000006 350.00000000000006 2.3000000000000007 2.9000000000000008 7.5000000000000009 1.8333333333333339 5.3000000000000016 1.3 1.9750000000000003 0.89000000000000024 2.0250000000000008 1.1666666666666672 1.3 1.9000000000000001 3.9000000000000008 2.0850000000000013 2.1450000000000009 4.1000000000000005 -0.66666666666666663 200.00000000000003 2.5000000000000004 0.83333333333333337 1.1250000000000007 1.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 2 6 4 7 -6 8 -3 -2 -10 11 15 -13 -7 -12 -5 23 18 -18 -20 -21 -9 -16 -1 25 -25 27 -26 -28 -27 right_child=1 3 -4 10 5 13 -8 21 9 -11 14 12 -14 -15 22 -17 17 -19 19 20 -22 -23 -24 24 26 29 28 -29 -30 -31 leaf_value=7.4922573256116918e-05 -0.0039527693039400945 -0.011268794554258024 -0.013539144612862319 -0.0088359796155427269 0.0070451107918828894 -0.018215691453508719 -0.0082392368440653702 0.0021218617873320282 0.031040571329831016 0.0097167808264902993 -0.015616588776785857 -0.0063579187256510477 0.028349515860617493 -0.0055622562732490794 0.014029716199504619 0.0013846326507306484 0.0065639097250002783 0.01506920549670605 -0.026649853541232491 -0.015331472048845319 0.0052212766042224563 0.018397794382597796 -0.0062277100931622626 0.034508065339679116 -0.0046514377930706305 0.0056020351348181029 -0.023399079449688363 -0.016591444853359387 0.0017958678389340102 -0.013351237416049664 leaf_weight=6395.1817552410066 6.4971184581518164 12.312801599502562 10.167739167809485 15.442990705370901 8.79455918073654 28.99016048014164 6.6697488874196997 29.209000788629055 13.477605998516081 28.329302527010441 12.951086319983007 5.7552703917026502 7.6937268897891045 19.689976140856743 5.0067913979291943 432.33360167220235 7.0710091292858115 8.428182050585745 7.0343183800578108 18.794940359890465 6.7090770453214637 6.8192414231598368 12.010795168578623 7.0864272788166991 99.438084341585636 59.460927490144968 6.0925284177064887 38.196939721703529 122.75899427197874 10.181497948244212 leaf_count=22765 23 49 40 65 32 116 27 112 43 95 62 23 26 74 21 1728 25 30 26 71 27 25 57 24 381 256 40 151 552 51 internal_value=2.76076e-06 0.000581825 0.0072968 -0.000150866 -0.0049799 -0.0100155 0.0111505 0.00100714 0.0138278 0.0165911 0.000889431 0.00139561 0.0134971 -0.0130977 -0.0069008 0.00103214 -5.37384e-05 -0.00556166 -0.00995155 -0.0135406 -0.00992487 0.00520249 -0.000267716 -1.44729e-05 -0.00168019 0.00575671 -0.00382148 -0.00796507 0.000604567 0.00283113 internal_weight=7448.59 662.152 65.1415 597.01 105.816 57.4747 54.9738 48.341 48.304 41.8069 491.194 461.226 13.449 48.6801 29.9687 447.777 6786.43 48.0375 39.6093 32.5383 25.504 36.0282 17.0176 6738.4 343.215 76.7289 266.487 137.635 128.852 69.6424 internal_count=27017 2618 228 2390 408 222 188 186 161 138 1982 1842 49 190 140 1793 24399 179 149 124 98 137 78 24220 1455 331 1124 532 592 307 is_linear=0 shrinkage=0.03 Tree=1109 num_leaves=31 num_cat=0 split_feature=8 10 0 12 4 9 0 5 8 2 10 12 2 3 5 9 11 8 9 11 5 12 10 9 11 11 10 2 7 9 split_gain=0.299135 1.72656 5.0491 2.55018 1.20919 2.76482 2.76373 3.30466 2.74288 4.15341 2.7096 2.3645 2.80295 2.66442 3.98913 3.40198 1.99942 1.55344 1.19594 2.55801 1.90522 1.50196 1.40125 1.47338 1.23547 1.26219 1.19792 2.69422 2.35787 1.08289 threshold=4.5000000000000009 2.1666666666666674 200.00000000000003 3.5000000000000004 1.3150000000000006 4.9000000000000012 200.00000000000003 1.6600000000000006 3.1000000000000005 0.70000000000000007 -1.1666666666666663 2.7000000000000006 0.70000000000000007 1.5000000000000002 1.2850000000000008 5.5000000000000009 -1.0000000180025095e-35 2.1000000000000005 8.9000000000000021 -0.33333333333333309 1.9100000000000006 3.3000000000000007 1.0000000180025095e-35 9.5000000000000018 3.1666666666666674 2.8333333333333339 0.33333333333333326 1.3 2.9000000000000004 9.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 5 8 7 -7 16 -10 -8 13 -13 15 -15 -6 -1 -14 24 20 -20 -22 23 -21 25 26 28 -28 -2 -24 right_child=18 2 3 -5 11 6 10 -9 9 -11 -12 12 17 14 -16 -17 -18 -19 19 22 21 -23 29 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0039585912793198919 0.00023491530321737789 0.030935876795105489 -0.016115332812772869 0.0086633242738259116 0.0031272929086773619 0.00030748695804058219 0.0068486976585639308 -0.007813202947116649 0.0010605633354790489 -0.0039960086968641711 0.00097707807689027099 -0.015764552709693996 0.012427592069819254 -0.014586620103734845 0.011154878075847523 -0.0019969012081730072 -0.0010909867218835388 -0.00022844148750701115 0.011218659925371128 0.0072548572780266806 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-0.000519091 0.000150628 -0.000311636 0.000761741 -0.00237152 -0.00145149 -0.00247531 0.00151964 0.000845912 -0.000295575 0.00222462 0.00840949 0.00159157 0.000993019 -7.51199e-05 -0.000168948 0.00413764 -0.00290172 -0.00763557 0.00984755 0.0158716 -0.000225872 -0.000249714 -0.000228796 -0.000891508 0.000148091 0.00322779 internal_weight=7799.02 3408.46 22.4641 16.0264 3385.99 2033.8 1047.44 204.015 986.359 695.195 843.428 1352.19 739.734 612.454 56.8674 555.587 291.165 729.34 4390.56 57.2772 25.6523 19.2116 31.6249 16.5575 4333.28 4323.71 4316.52 1564.87 2751.65 15.0675 internal_count=27017 10853 76 57 10777 6226 3071 596 3155 2246 2475 4551 2489 2062 168 1894 909 2459 16164 178 79 59 99 53 15986 15954 15931 5885 10046 46 is_linear=0 shrinkage=0.03 Tree=1110 num_leaves=31 num_cat=0 split_feature=9 11 0 5 8 3 11 10 4 9 10 2 5 0 11 3 7 6 4 13 2 5 12 6 6 4 0 6 9 4 split_gain=0.297089 1.43992 4.12818 3.93515 3.48591 3.27439 3.03444 3.30979 3.00184 3.36349 2.15988 2.46566 2.24923 2.1081 2.87144 2.19869 2.13231 2.83963 4.41839 2.67229 5.56636 2.5873 2.08036 1.89847 1.71694 1.64995 1.53091 1.00063 0.876934 2.85381 threshold=6.3000000000000016 0.83333333333333337 350.00000000000006 1.9900000000000007 6.1000000000000005 1.1000000000000003 1.5000000000000004 1.0000000180025095e-35 2.0750000000000006 6.5000000000000009 -0.83333333333333315 1.1000000000000003 1.5050000000000006 525.00000000000011 -2.1666666666666656 0.50000000000000011 0.50000000000000011 1.5000000000000002 1.3050000000000008 1.9000000000000001 0.70000000000000007 1.4350000000000007 3.5000000000000004 2.1000000000000005 1.3 2.4150000000000009 575.00000000000011 1.5000000000000002 5.3000000000000016 0.73500000000000032 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 13 6 4 5 -4 10 24 9 -5 11 -3 -12 16 -15 27 17 21 -19 20 -18 -2 -9 -21 -8 -17 -6 -16 -1 -30 right_child=1 2 3 8 26 -7 7 22 -10 -11 12 -13 -14 14 15 25 19 18 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00011191612530287344 0.0085871562654515239 0.024335724578486061 0.006758061893097393 -0.019357431092471671 -0.025562704701767646 -0.0081546751916418466 -0.0069182856681491191 0.028724804232313321 0.014730301535109366 0.00042469950075290849 -0.012548438297325852 -0.0017730805984764203 0.00011452337746121939 -0.014134658846641132 -0.017046837624261842 0.0024484659462324864 0.02051299064891637 -0.013244672599509875 0.016293388125738384 -0.0017587163916915869 0.0013000057654789989 -0.014027573887174767 0.0084084952210678396 0.0028568360946637093 0.011545004304462514 0.014138754451745809 -0.011298665039907523 -0.0010287541195803033 0.012825612861306387 0.00052276318270909686 leaf_weight=5504.6768489200622 5.269259274005889 5.9545368552207929 16.160490334033966 8.8326379060745221 12.283893093466761 73.610158398747444 11.129956491291525 9.0736790299415606 11.117934018373488 62.273536168038845 17.264271929860115 7.1815790086984634 46.971371948719025 9.7499973773956281 7.2409647628664953 346.75874127820134 15.480190455913542 8.1226292401552218 10.384473172947763 566.95619125291705 110.06242443993688 33.499634988605976 9.0710485056042653 93.420342924073339 7.647573944181203 11.217305876314638 15.091502234339712 6.8117633163928986 17.12148305773735 1905.3921552710235 leaf_count=16120 16 20 47 40 37 234 37 26 35 254 50 23 157 39 24 1133 53 46 46 1773 352 134 34 319 33 44 47 20 55 5769 internal_value=2.12998e-06 -0.000377284 -0.00219093 -0.00479679 -0.00832787 -0.00547009 0.00235462 0.00943075 0.000234005 -0.00203259 -0.00102215 0.0100619 -0.00328883 8.71153e-05 0.00193664 0.00235784 -0.000750308 -0.00633868 0.00332935 -0.00034304 0.00366909 -0.0109539 0.0185681 -0.00110578 0.000601307 0.00281479 -0.0176992 -0.00928241 8.07304e-05 0.00063233 internal_weight=8965.83 1538.64 313.664 199.37 117.146 89.7706 114.294 36.9223 82.2241 71.1062 77.3718 13.1361 64.2356 1224.97 381.779 372.029 843.195 57.276 18.5071 785.919 125.543 38.7689 18.1447 660.377 18.7775 357.976 27.3754 14.0527 7427.19 1922.51 internal_count=27017 5073 1074 694 365 281 380 130 329 294 250 43 207 3999 1260 1221 2739 242 92 2497 405 150 60 2092 70 1177 84 44 21944 5824 is_linear=0 shrinkage=0.03 Tree=1111 num_leaves=31 num_cat=0 split_feature=4 8 4 2 10 11 7 0 5 4 4 9 6 11 5 12 5 9 10 2 10 8 7 8 5 10 7 8 4 4 split_gain=0.266257 3.0608 3.23114 3.29003 4.804 3.83039 2.52876 2.11952 3.45661 2.83841 1.80461 4.10844 3.30763 3.19429 4.0086 2.89472 2.1421 1.95102 1.77549 3.26212 3.55248 2.48345 2.37231 1.74386 1.59643 1.32653 1.17867 1.132 5.70378 4.81978 threshold=1.9400000000000006 3.1000000000000005 2.0250000000000008 1.7000000000000004 0.33333333333333326 -1.1666666666666663 0.70000000000000007 525.00000000000011 0.8300000000000004 2.055000000000001 1.8200000000000003 6.1000000000000005 0.90000000000000013 1.8333333333333337 2.1850000000000009 4.3000000000000016 1.3750000000000007 8.3000000000000025 1.1666666666666672 1.7000000000000004 -0.83333333333333315 7.9000000000000012 1.5000000000000002 5.5000000000000009 1.8450000000000004 -2.8333333333333326 1.1000000000000003 8.3000000000000025 1.7550000000000003 1.4250000000000005 decision_type=2 2 2 2 2 2 2 2 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 18 4 5 -4 -6 9 -9 -5 25 13 23 14 15 -12 -14 -18 19 20 -3 -21 26 -13 -25 -1 -20 -27 29 -29 right_child=1 2 3 7 6 -7 -8 8 -10 -11 11 12 16 -15 -16 -17 17 -19 22 21 -22 -23 -24 24 -26 27 -28 28 -30 -31 leaf_value=-0.011896855927884588 0.026118728947560333 0.0029344469107149126 0.018846812673664084 0.0073152438498352646 -0.0041846872223301581 -0.0019651473906906361 0.016262401726910278 0.0376540387245827 0.0011794945848907384 -0.0037781754834016234 0.0028295629624517397 -0.0026294145139617864 -0.016139834919139416 -0.015358896292983228 0.025527300134673248 0.014206530567997557 0.0039573874698120961 -0.015479173437041022 -0.012120648772779711 -0.0006454872966373252 -0.012360888367077947 0.019107490662243824 -0.025069109696252589 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6.23096e-05 0.00206663 -0.0034455 0.00382578 0.00434418 0.00373909 0.000381085 0.00221999 -0.00398404 -0.00284792 -0.0079896 0.00053858 -0.0111895 -0.0118781 -0.0177711 -5.8378e-05 -0.00540341 -4.24536e-05 0.00570619 4.46598e-05 internal_weight=7448.11 733.894 730.038 534.841 118.612 76.8028 41.8095 416.229 186.791 229.438 6714.22 381.326 92.2547 289.071 281.466 273.649 63.4582 57.1023 195.197 168.611 66.9547 101.657 26.5859 28.7965 17.5891 6332.89 18.7638 6324.38 30.6793 25.7472 internal_count=27017 3257 3244 2452 471 316 155 1981 962 1019 23760 1483 350 1133 1105 1078 235 209 792 680 263 417 112 115 73 22277 76 22243 133 111 is_linear=0 shrinkage=0.03 Tree=1112 num_leaves=31 num_cat=0 split_feature=10 7 8 10 4 4 4 2 6 4 0 4 8 12 10 12 11 4 9 8 4 5 0 2 4 9 3 6 13 3 split_gain=0.300197 2.30115 2.29886 3.62096 3.27886 7.19123 4.29287 2.25865 2.23244 2.20184 1.8267 1.37637 1.35486 2.6746 5.54415 2.07748 2.3592 4.05989 3.14088 2.00838 1.99141 5.00884 1.92793 4.14359 3.79262 1.79405 5.31569 3.16181 1.79618 1.58087 threshold=-0.99999999999999978 3.1000000000000005 6.1000000000000005 -2.1666666666666656 1.3750000000000007 1.3350000000000006 1.5250000000000006 0.3000000000000001 0.70000000000000007 0.77500000000000036 200.00000000000003 0.99000000000000055 8.1000000000000014 2.1000000000000005 -1.0000000180025095e-35 2.3000000000000007 -1.0000000180025095e-35 2.0350000000000006 5.9000000000000012 5.9000000000000012 2.495000000000001 1.7250000000000003 350.00000000000006 0.70000000000000007 1.6750000000000003 3.7000000000000006 0.50000000000000011 1.1000000000000003 5.1000000000000005 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 8 5 -5 -6 11 -4 -9 -11 -1 19 14 -14 -15 17 -17 -18 20 22 -22 24 -24 -2 26 -21 -28 29 -27 right_child=12 -3 3 4 6 -7 -8 9 -10 10 -12 -13 13 15 -16 16 18 -19 -20 25 21 -23 23 -25 -26 28 27 -29 -30 -31 leaf_value=-0.022625758478316573 0.000538650457937316 0.016931637905345694 0.006972396982683874 0.0043984318005283792 -0.007625108115720129 0.034779097764448361 0.0035522216952194961 0.0095559631745801253 -0.014341625062060527 -0.003670055332761735 -0.00050860246074405937 -0.0049039837999224388 0.031757187060310652 -0.016620509845645472 -0.00077588785107533451 0.020448006096374542 -0.0086116643288748785 -0.0010167980367466532 0.0074588900892457542 -0.018819530190467625 0.03759239951737732 -0.0055943032402608669 0.0020836651908292241 -0.00066310589245288664 0.0047943860788574799 -0.0027791846961919345 -0.0026944604111654169 0.0066949855842305091 0.014253945779087453 -0.00035400788031769216 leaf_weight=6.6831334680318859 1568.6004417315125 6.8595907017588607 5.8497755676507976 34.589647069573402 37.973984643816948 8.7951254248619062 166.60610993392766 17.76714001595974 18.130064931698143 201.58199280500412 893.90097569674253 9.6242202520370466 8.461716756224634 5.5090453624725333 10.645520329475401 14.460945114493368 26.483574509620667 17.561373913660645 18.655579794198275 10.374366233125327 4.3892385736107808 5.3791455961763859 602.26783566176891 2756.7358821034431 214.20165111497045 537.72910773567855 49.529704794287682 92.665001455694437 6.402284435927867 439.73277689516544 leaf_count=20 4933 30 29 112 128 28 751 56 100 675 3098 29 30 22 37 58 168 112 73 54 32 27 1808 9362 800 2249 292 385 23 1496 internal_value=-5.32169e-06 -0.000401796 -0.000486634 0.00198961 0.00306613 0.0105573 0.0014775 -0.0010828 -0.00914216 -0.000920436 -0.00109035 -0.0121668 8.20645e-05 0.00351571 0.0136315 0.00117769 0.00244842 0.00867648 -0.00196986 2.64875e-05 0.000278307 0.0138108 0.000252598 -0.000170611 0.00104997 -0.00111504 0.00191188 0.00342442 -0.00158443 -0.00168817 internal_weight=7798.15 1408.36 1401.5 271.945 247.965 43.3848 204.58 1129.56 23.9798 1113.25 1095.48 16.3074 6389.79 101.778 19.1072 82.6705 77.1615 32.0223 45.1392 6288.01 5151.57 9.76838 5141.81 3359 1782.8 1136.43 152.569 142.195 983.864 977.462 internal_count=27017 5056 5026 1148 1019 140 879 3878 129 3829 3773 49 21961 500 67 433 411 170 241 21461 16962 59 16903 11170 5733 4499 731 677 3768 3745 is_linear=0 shrinkage=0.03 Tree=1113 num_leaves=21 num_cat=0 split_feature=4 5 4 4 8 10 2 13 11 13 6 2 9 4 4 0 13 4 9 4 split_gain=0.297616 0.82582 0.484629 2.28786 2.50543 2.2589 1.68676 2.36817 2.22696 1.30096 2.59857 1.58888 1.28235 0.844004 2.30488 1.43965 1.06836 0.575028 2.7322 0.916336 threshold=2.975000000000001 1.7250000000000003 2.5350000000000006 2.5050000000000012 7.3000000000000016 -1.8333333333333328 2.9000000000000004 2.3000000000000007 0.83333333333333337 2.5000000000000004 1.1000000000000003 3.3000000000000003 4.9000000000000012 2.3550000000000009 2.3750000000000009 725.00000000000011 2.3000000000000007 2.2850000000000006 4.7000000000000002 2.2350000000000008 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 3 13 -5 -4 7 8 -7 11 -11 -8 -9 17 16 -16 -15 19 -19 -1 right_child=1 -3 5 4 -6 6 9 12 -10 10 -12 -13 -14 14 15 -17 -18 18 -20 -21 leaf_value=-2.3879254065881526e-05 0.003039308034946188 -0.011371980710389988 0.022003497713545199 -0.0013906810679215806 -0.024528548719607923 -0.014027684548592628 0.025311520971933784 -0.0018964427453153146 0.0058972827757621075 -0.014721827445939287 0.013806018434941744 0.0050567618585986868 0.01209605709726023 0.006325578957004383 -0.002338739026686935 0.0071887732950924174 0.021840336633300192 0.0065062843590878907 -0.0072020451805108639 0.0037805515640279108 leaf_weight=8651.9044830221683 7.0087102800607664 7.3124388605356216 4.9304772242903701 10.274675615131857 7.137969806790351 18.48633806407452 5.8277099877595928 12.707464814186098 6.945130616426467 5.6906881928443891 5.8051942922174931 8.6730470061302167 10.994897611439226 9.0562709420919436 46.812367260456085 20.535376206040382 7.1470080986618987 19.023396052420139 41.920835465192795 57.357147768139839 leaf_count=25850 28 23 26 36 24 64 27 52 25 27 28 43 43 37 155 92 34 75 130 198 internal_value=2.13544e-06 -0.00431916 9.04912e-06 -1.19212e-05 -0.0108756 0.00233267 0.00104176 -0.00222794 -0.00858634 0.00722151 -0.000315827 0.0131969 0.00459431 9.44435e-06 0.00301039 0.000566348 0.0131689 -1.91448e-05 -0.00292307 1.17583e-06 internal_weight=8965.55 14.3211 8951.23 8871.17 17.4126 80.0609 75.1305 49.1338 25.4315 25.9966 11.4959 14.5008 23.7024 8853.76 83.551 67.3477 16.2033 8770.21 60.9442 8709.26 internal_count=27017 51 26966 26631 60 335 309 184 89 125 55 70 95 26571 318 247 71 26253 205 26048 is_linear=0 shrinkage=0.03 Tree=1114 num_leaves=31 num_cat=0 split_feature=4 4 7 6 11 3 5 13 11 9 12 4 10 5 13 6 11 5 11 8 9 7 10 8 9 13 8 7 2 7 split_gain=0.262775 1.70553 2.84844 3.51839 5.07487 4.54343 3.36234 3.16019 2.98398 5.82102 4.01705 2.32977 5.98821 4.48397 2.16997 2.67512 3.65011 2.45812 2.06198 2.03979 1.99526 1.76214 4.00799 3.07843 2.06394 4.10146 3.30094 1.84844 1.39573 1.31737 threshold=1.3650000000000009 1.2550000000000006 1.5000000000000002 0.90000000000000013 -1.0000000180025095e-35 1.7000000000000004 0.81000000000000016 2.7000000000000006 -0.66666666666666619 5.9000000000000012 2.9000000000000008 1.3050000000000008 0.50000000000000022 1.6850000000000005 1.5000000000000002 0.70000000000000007 1.0000000180025095e-35 1.9900000000000007 0.33333333333333326 5.3000000000000016 5.7000000000000002 1.5000000000000002 1.5000000000000004 6.5000000000000009 4.7000000000000002 2.7000000000000006 4.9000000000000012 1.1000000000000003 0.90000000000000013 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 3 4 5 -3 -5 -8 9 10 -4 12 -10 -13 15 16 17 -1 20 -6 -17 22 23 -16 26 -26 -23 -24 -20 -11 right_child=-2 2 8 6 19 -7 7 -9 11 29 -12 13 -14 -15 21 18 -18 -19 28 -21 -22 24 27 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.010804245301976472 -0.00016125666235555861 -0.0074043105143440776 0.008168438451412555 0.021344183221430512 0.0065066623032870767 0.012821319653790153 -0.0033387079851080088 0.0016565845814382702 0.00085242514332680786 0.013080988547978983 -0.0078095656298250264 0.0019853941446210869 0.01680390174268229 -0.011013414046538958 0.00063674934945612911 0.0016453020321994661 0.0069251032651305652 0.0095487436519618076 -0.010242990565505636 0.017676592960623721 -0.015720101949690566 0.0016951546143020955 0.0053008395261119421 -0.0082137289101830921 -0.0094710126306814905 -0.0013256457881225825 -0.0042536298372022512 0.020867413381352333 -0.026393227093701208 0.030338194999954379 leaf_weight=29.069966956973076 4027.9456545524299 41.391371339559555 62.088843554258347 5.9192005544900885 54.72076404094696 13.178463518619536 294.47300916910172 185.96114215999842 82.725129842758179 6.3758246004581478 18.345660626888275 107.81747975945473 28.469908162951469 30.679618179798126 1361.8074729666114 17.19104273617268 31.746215313673019 6.5425486713647834 11.14890953153372 20.125447332859039 9.1107861548662168 364.48609697818756 16.362655848264698 36.313422791659832 65.217164605855942 378.72546849399805 109.0729558467865 11.82803253829479 8.4783926755189878 10.599880069494246 leaf_count=104 15274 141 203 19 171 45 1034 633 282 20 64 359 93 105 4685 58 104 25 43 66 38 1224 53 139 225 1317 390 37 32 34 internal_value=2.94029e-06 0.000196327 0.00126653 4.14621e-05 0.00443755 -0.00251988 -0.00112831 -0.00140519 0.00343984 0.00789322 0.00452414 0.00170248 0.00493657 -0.000894078 -0.000223058 -0.0042782 -0.000471507 -0.0070651 -0.00986103 0.00951015 -0.00436996 -2.70527e-05 0.000632693 0.000406876 -0.00105267 -0.00252224 0.000324995 0.0118321 -0.0172194 0.0238566 internal_weight=7447.92 3419.97 962.872 615.769 129.416 54.5698 486.353 480.434 347.102 97.4102 80.4345 249.692 111.195 138.497 2457.1 113.288 67.3587 35.6125 45.9291 74.8462 26.3018 2343.81 1426.31 1398.12 917.502 443.943 473.559 28.1907 19.6273 16.9757 internal_count=27017 11743 3269 2109 423 186 1686 1667 1160 321 267 839 375 464 8474 404 233 129 171 237 96 8070 4914 4824 3156 1542 1614 90 75 54 is_linear=0 shrinkage=0.03 Tree=1115 num_leaves=28 num_cat=0 split_feature=0 10 6 4 5 9 6 11 8 10 10 4 5 4 2 6 4 4 13 2 4 9 9 3 9 7 3 split_gain=0.303768 1.41169 3.58733 3.02606 2.57365 2.59649 2.4764 2.0302 3.98411 3.42427 3.05856 4.0201 3.95996 1.98328 1.2566 2.08381 1.27552 3.43799 2.45108 2.04583 2.0174 1.25879 4.76644 2.63204 0.990052 0.549556 0.0123925 threshold=575.00000000000011 1.0000000180025095e-35 2.9000000000000004 0.75500000000000023 0.79500000000000004 2.9000000000000004 3.1000000000000005 0.83333333333333337 6.7000000000000002 -0.66666666666666663 -1.1666666666666663 0.89000000000000024 2.015000000000001 1.4050000000000007 3.5000000000000004 1.3 2.2850000000000006 2.2950000000000013 3.5000000000000004 1.7000000000000004 2.2550000000000012 6.7000000000000002 6.5000000000000009 1.9000000000000001 5.1000000000000005 2.1000000000000005 1.7000000000000004 decision_type=2 2 2 2 2 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 6 3 -3 -5 -6 7 10 9 -9 11 -2 -12 -10 16 26 20 -18 19 -19 21 22 -1 -23 -22 -20 -16 right_child=1 2 -4 4 5 -7 -8 8 13 -11 12 -13 -14 -15 15 -17 17 18 25 -21 24 23 -24 -25 -26 -27 -28 leaf_value=-9.1493983153382802e-05 0.030817994481829421 -0.024329918025341599 -0.018944942141067421 -0.018657005342249695 0.015515731526780034 0.0020062412364733068 0.017110197030882124 -0.0006472483472968277 0.0098865518377116834 0.0093344192838969928 -0.0013804548865952362 0.001765062525068712 -0.0094298405410644728 -0.013196455363224608 -0.021593053895043342 0.0099531377253786347 0.029871680548015877 -0.0078488926183292555 -0.024727680603641989 0.006331836573746333 -0.022836963876139527 -0.0024002698025129498 0.004910613449022592 0.001044429051803194 -0.0039695131525984044 -0.0071742306923562081 -0.024519232826138545 leaf_weight=5393.9645839519799 4.4422774314880362 3.9167176932096472 7.5137967616319647 5.2979059740900984 13.152101334184406 484.01453004032373 7.1926841139793387 57.874873757362366 4.091617792844775 66.442457616329193 407.28134208638221 122.21430924162269 63.594579305499792 18.481701223179698 2.9290298651903859 2.5924806408584118 4.2897307425737372 10.996016822755335 3.0303595140576354 54.723129410296679 5.0976924337446672 555.10043651610613 177.07549956440926 311.74906188249588 4.9178457483649254 3.4131962545216084 2.3457382842898369 leaf_count=18179 13 13 24 35 75 1986 21 218 12 225 1663 556 207 109 34 17 20 51 16 296 36 1691 535 926 21 24 14 internal_value=-5.26365e-06 0.000420144 0.00163191 0.00193723 0.00214198 0.00236362 -0.000408364 -0.00057763 0.0025822 0.00468754 -0.00135441 0.00278405 -0.00246757 -0.00901245 -8.76794e-05 -0.0120702 -7.32305e-05 0.00377898 0.00222789 0.00395914 -0.000118906 -9.79757e-05 6.7498e-05 -0.00116144 -0.0135726 -0.0154295 -0.0228944 internal_weight=7797.74 1265.51 513.895 506.381 502.465 497.167 751.616 744.423 146.891 124.317 597.533 126.657 470.876 22.5733 6532.22 7.86725 6524.36 76.4524 72.1627 65.7191 6447.91 6437.89 5571.04 866.849 10.0155 6.44356 5.27477 internal_count=27017 5157 2133 2109 2096 2061 3024 3003 564 443 2439 569 1870 121 21860 65 21795 407 387 347 21388 21331 18714 2617 57 40 48 is_linear=0 shrinkage=0.03 Tree=1116 num_leaves=16 num_cat=0 split_feature=13 6 11 10 9 8 11 11 5 5 4 13 3 3 6 split_gain=0.296845 0.347813 1.63395 0.345373 1.37887 2.43482 4.95892 4.55435 2.0607 3.96182 2.05067 1.12686 1.04628 1.30187 1.03695 threshold=6.1000000000000005 3.5000000000000004 1.0000000180025095e-35 -0.49999999999999994 4.3000000000000016 3.7000000000000006 1.5000000000000004 0.50000000000000022 0.93000000000000027 0.87000000000000033 1.8600000000000005 5.7000000000000011 3.7000000000000006 3.3000000000000003 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 -1 -7 9 -6 -10 12 13 -5 -14 right_child=-2 2 -4 11 8 7 -8 -9 10 -11 -12 -13 14 -15 -16 leaf_value=0.0054753096711593957 0.0057076826254113247 -0.016962122427451199 0.004383399024255029 -0.00011789750416425799 -0.0037005128678569183 -0.0010421473959119948 -0.019695735438225406 0.0043231098405958459 0.0001229449296916459 0.015475103823245042 -0.0026125818960447459 -0.012229287833148276 -0.0033163728888426953 0.0060613691587710081 -0.022598098703946676 leaf_weight=168.37044019252062 8.1994614452123624 5.7022939622402173 7.4366730004549026 6210.7352225910872 17.993862897157669 503.95939119160175 7.3517032861709586 198.46981781721115 1469.3482094481587 21.030551210045815 296.38514998927712 6.9063118845224372 8.7247482687234861 30.838037692010403 3.5241223368793717 leaf_count=483 25 22 25 18631 57 1478 23 589 4435 60 939 21 60 127 42 internal_value=2.16453e-06 -3.05858e-06 -0.00488053 4.10684e-06 0.000288892 0.00126389 0.00442223 0.000473794 -0.00018552 0.00663337 -0.000336224 -0.000117932 -0.000104557 -8.73673e-05 -0.00886392 internal_weight=8964.98 8956.78 13.139 8943.64 2682.91 878.151 175.722 702.429 1804.76 39.0244 1765.73 6260.73 6253.82 6241.57 12.2489 internal_count=27017 26992 47 26945 8064 2573 506 2067 5491 117 5374 18881 18860 18758 102 is_linear=0 shrinkage=0.03 Tree=1117 num_leaves=31 num_cat=0 split_feature=5 5 2 4 13 4 3 4 4 5 6 12 12 12 13 6 13 8 0 8 2 12 10 11 5 13 4 9 5 8 split_gain=0.268558 1.87528 1.76622 3.53555 1.54979 1.77064 1.39494 1.76084 1.56391 1.25851 1.44078 2.82282 5.59618 2.34922 3.31078 2.58262 2.93693 1.70772 1.42544 1.00941 0.979976 1.60555 1.0105 0.903037 0.834751 4.78268 2.11421 1.29032 1.0957 2.24958 threshold=0.88500000000000023 0.8650000000000001 2.5000000000000004 1.9100000000000006 2.1000000000000005 1.1550000000000007 0.3000000000000001 1.8100000000000005 1.3750000000000007 0.92500000000000027 1.1000000000000003 1.9000000000000001 2.5000000000000004 1.7000000000000004 3.3000000000000007 1.7000000000000004 2.7000000000000006 4.3000000000000016 525.00000000000011 4.7000000000000002 1.3 1.7000000000000004 1.0000000180025095e-35 -0.66666666666666619 0.93000000000000027 3.3000000000000007 1.195000000000001 3.7000000000000006 0.97000000000000031 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -3 -6 8 -8 -1 10 11 19 -13 15 17 16 -12 -15 -16 -2 21 -7 -22 -5 25 26 -11 -28 29 -26 right_child=9 4 -4 23 5 20 7 -9 -10 24 13 12 -14 14 18 -17 -18 -19 -20 -21 22 -23 -24 -25 28 -27 27 -29 -30 -31 leaf_value=0.00037160315902263932 -0.010103385663393217 0.0042963667716629317 0.014533625387031913 -0.0034037166090210096 -0.022461883031932858 -0.010486200000159891 0.00072843992131529066 0.016981988330403177 -0.017278009672136881 -0.026043907687167106 0.0039053993753743882 0.034222187910590583 -0.000454825559771981 -0.0010422929317039469 -0.00094631842876554816 -0.002994465780960034 0.031639818261934356 -0.018021537779846664 0.016407779092252214 0.0065357478416481294 -0.024148828894193734 0.010478009022684545 -0.003492946756889079 -0.02291328801674148 0.0014042455221346178 0.012323502537060523 -0.018073289085810469 0.0020520663522764805 -3.5039771225803565e-05 0.014606331144180234 leaf_weight=10.259548127651216 6.3343502283096331 8.3776929676532728 7.3883788734674445 2.9835587739944458 7.9184264987707165 7.1013800650835055 178.60325453057885 6.207295060157775 8.0744770988821966 7.5244219005107942 7.3806819617748278 8.4768852889537829 8.2791523709893209 8.8836696296930331 10.360214859247209 10.365385681390761 6.4301646500825882 13.331488013267515 7.234254226088523 6.8080110996961594 4.2642907649278623 6.122436136007309 4.2618350312113762 7.5100419968366605 98.768497824668884 9.5562708228826505 4.693705350160597 7.3677720054984093 6953.3624234646559 13.164267688989638 leaf_count=43 21 32 35 18 30 25 647 26 40 29 24 28 38 30 38 36 21 49 25 23 22 20 20 50 341 34 23 30 25162 57 internal_value=2.92438e-06 -0.000946021 0.00011293 -0.00038579 -0.00709794 -0.0103154 0.000491352 0.00127435 -0.00740145 3.71251e-05 0.00348775 0.00892453 0.0170883 0.000947329 -0.00353229 0.00832367 0.0168182 -0.0112317 0.0061891 -0.00148398 -0.00589333 -0.000780074 -0.0138239 -0.0173663 -8.53873e-06 -0.00507547 -0.0135647 -0.00577968 1.23608e-05 0.00295693 internal_weight=7447.39 259.073 221.027 213.638 38.0461 29.6684 203.145 184.811 18.334 7188.32 93.8843 29.8984 16.756 63.9859 39.8096 24.1762 13.8108 22.2152 17.5945 13.1424 21.7499 13.2238 8.52613 10.4936 7094.44 29.1422 19.5859 12.0615 7065.3 111.933 internal_count=27017 1008 859 824 149 117 756 673 83 26009 333 110 66 223 142 81 45 79 63 44 87 45 42 68 25676 116 82 53 25560 398 is_linear=0 shrinkage=0.03 Tree=1118 num_leaves=23 num_cat=0 split_feature=5 10 8 8 10 9 7 2 6 0 8 12 10 5 8 6 9 5 12 0 7 2 split_gain=0.299237 0.332646 2.25953 3.04595 3.44589 3.1248 2.57713 2.16827 2.04821 1.37454 1.29992 2.53773 5.23051 2.25531 2.00648 2.16659 3.39513 2.17746 1.72677 1.20322 2.87642 2.70869 threshold=3.2350000000000008 -0.99999999999999978 8.9000000000000021 6.1000000000000005 -2.1666666666666656 4.3000000000000016 3.1000000000000005 0.3000000000000001 0.90000000000000013 475.00000000000006 8.1000000000000014 2.1000000000000005 -1.0000000180025095e-35 1.0050000000000006 6.1000000000000005 0.3000000000000001 4.9000000000000012 2.475000000000001 2.3000000000000007 350.00000000000006 1.3 0.70000000000000007 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 6 9 -6 7 -1 -4 -5 14 12 -12 -13 19 16 -16 -17 -15 20 -3 -21 right_child=-2 10 8 4 5 -7 -8 -9 -10 -11 11 13 -14 18 15 17 -18 -19 -20 21 -22 -23 leaf_value=-0.01195516164089893 -0.0065828876577312193 0.0019627031774546197 0.0019763638131447448 -0.019011789678131191 -0.0025545960411933284 0.005551428484076899 0.018845221173482189 -0.00091867738625366459 -0.022849720654471738 -0.0031218838309393813 0.030715613275568262 -0.022865311452602035 -0.0007709351424068303 -0.015259441958309611 -0.0052640016409826757 -0.0012295679664989301 0.021313797609406455 -0.011088611675694743 0.0033169437797022083 0.0017243091267942871 -0.00040338334210347386 -0.0004570159596725173 leaf_weight=16.255325824022293 6.2197838127613059 1007.0909557379782 4.926460459828375 7.7990316897630718 55.892749920487404 182.72276823408902 5.8739463388919821 1112.2410013861954 7.6125362142920494 13.178998298943041 8.5719212070107478 3.3701862078160039 10.644787937402723 4.793672800064086 7.9375446150079396 887.44101579301059 9.5065851146355254 20.630197748541832 74.410365602001548 623.60429485142231 854.99770493432879 2871.6495696753263 leaf_count=49 21 3096 30 38 276 696 23 3827 35 77 30 30 37 19 52 3548 44 69 384 1876 2921 9839 internal_value=-5.28177e-06 -3.07773e-08 -0.000417678 -0.000303636 0.00262785 0.00365269 -0.000974488 -0.00107765 -0.0130958 -0.0090293 9.19746e-05 0.00345504 0.0132741 0.00116993 3.74884e-05 -0.00125237 0.00922019 -0.00145355 0.00219264 0.00026032 0.00087629 -6.78357e-05 internal_weight=7797.37 7791.15 1406.5 1393.96 259.594 238.616 1134.37 1128.5 12.539 20.978 6384.65 101.791 19.2167 82.5742 6282.86 925.515 17.4441 908.071 79.204 5357.34 1862.09 3495.25 internal_count=27017 26996 5051 4986 1087 972 3899 3876 65 115 21945 500 67 433 21445 3713 96 3617 403 17732 6017 11715 is_linear=0 shrinkage=0.03 Tree=1119 num_leaves=19 num_cat=0 split_feature=13 5 0 4 7 8 7 13 10 4 6 2 4 10 7 4 10 4 split_gain=0.30364 2.51753 1.6081 1.72301 2.70454 1.26124 0.447112 0.460282 2.69931 1.82074 2.07474 0.431694 3.66338 4.54835 0.96978 0.544666 2.13038 1.45461 threshold=5.3000000000000016 1.6500000000000004 350.00000000000006 1.2350000000000005 2.9000000000000004 4.1000000000000005 3.5000000000000004 4.9000000000000012 -1.1666666666666663 0.95000000000000018 2.3000000000000003 0.3000000000000001 1.2650000000000008 0.33333333333333326 1.7000000000000004 0.71500000000000019 -0.33333333333333331 0.73500000000000032 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 5 -4 -5 -2 7 11 -9 -10 -11 12 13 -1 -14 16 -13 -17 right_child=1 -3 3 4 -6 -7 -8 8 9 10 -12 15 14 -15 -16 17 -18 -19 leaf_value=0.0037062099635717283 0.0057629838422710864 -0.012687423347369969 -0.0090198174749764465 -0.0054866028466877661 0.017025851889194962 0.021432788989016259 -0.0061606279694031377 -0.020315114736108742 -0.015291156199444858 0.010704977464639717 -0.0022152765080520197 0.0034399177887977938 -0.014221111865802761 -0.011086737179232972 -0.0011199266109972925 0.0096732016084609129 -0.0074805105793987392 4.6505246668164162e-05 leaf_weight=93.644303720444441 13.244308426976206 8.787920728325842 11.193881466984751 9.5903986096382159 9.6206446439027768 7.1016990244388571 10.631995379924772 6.8483872413635245 6.6991576403379431 15.270880445837973 41.813679590821266 28.650607906281948 22.106661088764671 23.375748246908188 6.6041446924209586 14.149789854884146 36.636456914246082 8598.7646974418312 leaf_count=300 39 27 33 28 29 22 33 22 23 44 122 91 78 76 19 44 120 25867 internal_value=2.05485e-06 0.00213733 0.00470435 0.000335939 0.00578735 0.0112325 -1.22213e-05 -4.87186e-06 -0.002417 -0.000495303 0.00124106 1.44363e-05 -0.00160483 0.000751193 -0.0112075 4.16282e-05 -0.00268818 6.23205e-05 internal_weight=8964.74 59.5389 50.7509 30.4049 19.211 20.346 8905.2 8894.56 70.6321 63.7837 57.0846 8823.93 145.731 117.02 28.7108 8678.2 65.2871 8612.91 internal_count=27017 178 151 90 57 61 26839 26806 211 189 166 26595 473 376 97 26122 211 25911 is_linear=0 shrinkage=0.03 Tree=1120 num_leaves=31 num_cat=0 split_feature=8 12 5 2 11 6 3 4 12 8 5 8 10 5 13 12 4 11 8 5 11 9 5 13 3 4 10 11 7 2 split_gain=0.264097 1.50171 1.74268 1.78029 3.41046 2.47949 2.19241 1.56873 0.888144 0.492469 3.71546 1.95222 2.31759 2.85147 2.63298 2.28413 4.04232 3.09446 1.18738 3.99684 3.56373 2.29387 4.59791 1.96465 1.87996 1.39107 0.72873 1.9611 0.605067 3.17234 threshold=8.7000000000000011 1.9000000000000001 2.4450000000000007 2.3000000000000003 -0.33333333333333331 1.1000000000000003 1.7000000000000004 2.5350000000000006 3.7000000000000006 7.5000000000000009 2.3750000000000009 7.7000000000000002 -0.33333333333333331 1.7000000000000004 3.1000000000000005 2.9000000000000008 1.7550000000000003 0.83333333333333337 6.9000000000000012 2.055000000000001 0.50000000000000022 4.3000000000000016 1.5550000000000008 1.9000000000000001 1.9000000000000001 1.195000000000001 2.8333333333333344 0.33333333333333326 1.0000000180025095e-35 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 -2 3 5 -5 8 -7 -6 -3 18 11 12 14 -14 -11 16 -13 -17 26 21 24 22 -20 -22 -21 -23 28 -28 29 -1 right_child=1 2 -4 4 7 6 -8 -9 -10 10 -12 15 13 -15 -16 17 -18 -19 19 20 23 25 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0022844935963861708 0.011759899675400606 -0.023025080497800797 0.014998056726910743 -0.019570525199510653 0.022060004871666695 0.0045279896895055773 -0.018664509834877982 -0.0012417414425971484 -0.0050718489191147794 -0.0070130348073538474 -0.020136627488067878 -0.0017998953929689687 0.015610438544167164 -0.0019106125306781289 0.016893507852501988 -0.0068328207838173538 0.012367624858294736 0.0055523292340319526 -0.0022649782686403916 0.029648816852171647 0.009799619332768579 -0.019870413469837464 0.01700056488026631 -0.014122443101073126 0.0096342399648904724 -0.0047891443101613935 -0.0034235233358674345 0.021071663079860633 5.4579383955908341e-05 -0.024477488432988161 leaf_weight=14.256920345127584 6.3281759917736045 10.712292019277809 4.1099341213703147 4.2392853964120141 6.1696618646383268 12.969481714069845 5.1151044592261306 4.4944626018404961 3.2269981801509848 17.169735208153728 7.0031905509531489 43.340148448944092 29.811230521649122 11.617491371929644 5.4662977010011664 59.561082430183887 31.154438626021147 26.117741912603378 69.921897254884243 6.3188289143145147 5.2701297029852849 5.7047298252582541 13.264105901122091 7.4684430956840515 12.738962411880491 156.79743959382176 6.6170428171753866 5.2958379462361336 6849.3908975981176 5.5337758772075167 leaf_count=61 26 72 18 33 27 59 28 27 21 80 36 170 122 45 22 308 148 112 310 24 20 24 49 30 46 686 29 20 24335 29 internal_value=2.98937e-06 -0.00202469 -0.00373386 -0.00537441 0.003191 -0.00936062 -0.00203185 0.0122393 -0.0188688 1.87297e-05 0.00138135 0.00205338 0.00647943 0.0106972 -0.00123993 0.000283086 0.00412511 -0.00305742 -2.52865e-05 -0.00194932 0.00805905 -0.00324458 0.000806935 -0.00422554 0.0162703 -0.00531858 5.23014e-05 0.00746574 3.94446e-05 -0.00519856 internal_weight=7447.19 57.3654 51.0372 46.9273 14.9034 32.0239 18.0846 10.6641 13.9393 7389.82 231.241 224.238 64.0648 41.4287 22.636 160.173 74.4946 85.6788 7158.58 277.485 31.7964 245.688 83.186 12.7386 19.0578 162.502 6881.09 11.9129 6869.18 19.7907 internal_count=27017 311 285 267 87 180 87 54 93 26706 1043 1007 269 167 102 738 318 420 25663 1189 120 1069 359 50 70 710 24474 49 24425 90 is_linear=0 shrinkage=0.03 Tree=1121 num_leaves=31 num_cat=0 split_feature=13 9 6 5 11 12 0 2 10 8 5 5 9 10 13 10 9 4 0 4 0 0 2 9 4 4 12 5 11 11 split_gain=0.301011 1.72874 1.63117 3.69518 1.84775 2.35646 3.21157 2.6291 2.05462 2.49964 1.79829 5.3833 1.51799 1.23217 1.05249 2.93636 3.24478 2.71372 2.75351 2.10832 2.09068 3.16911 2.07522 2.60572 1.15973 3.76182 4.02 3.61084 3.07686 2.9968 threshold=2.3000000000000007 2.1000000000000005 1.5000000000000002 2.3950000000000009 -1.1666666666666663 2.3000000000000007 575.00000000000011 0.70000000000000007 -1.0000000180025095e-35 4.1000000000000005 1.1550000000000007 1.2950000000000006 3.3000000000000003 -1.0000000180025095e-35 2.7000000000000006 0.83333333333333337 6.5000000000000009 2.1450000000000009 200.00000000000003 0.89000000000000024 925.00000000000011 725.00000000000011 0.70000000000000007 6.9000000000000012 1.5450000000000006 1.6000000000000008 1.7000000000000004 1.4050000000000009 0.33333333333333326 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 2 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 10 5 6 -3 -7 12 -10 13 -12 -6 -4 15 16 20 18 -18 -17 21 -2 -21 -24 -16 29 27 -27 -28 -26 right_child=14 2 3 -5 8 7 -8 -9 9 -11 11 -13 -14 -15 24 19 17 -19 -20 22 -22 -23 23 -25 25 26 28 -29 -30 -31 leaf_value=-0.014382904265946444 -0.00066786114958935019 0.0045529300091432315 -0.022869103752255003 0.014066218153986074 0.0053775434717566401 -0.015400616463887205 0.023393373337889829 0.0015402090842185918 -0.0033796596406377552 -0.00028324537968614256 0.013793143910113739 -0.0049448458968683476 0.00042513319188110113 -0.0068298033921389834 0.00018651498642460054 -0.018493235283033992 -0.0019341295058983511 -0.013755232464498338 0.0059557268277600625 -0.011031077128666423 -0.015800749594345579 0.010995629759179551 0.0059610276575722499 -0.0028502497912472808 -0.0021956687600482678 0.013911401497329483 -0.0020536358878973267 -0.0075870470608754813 0.001709948951854338 -0.010034000713644117 leaf_weight=7.792749408632516 962.99988663103431 51.040288999676704 7.0008752644062069 10.728433057665823 59.544927816838026 8.6389206796884519 9.6885800659656507 180.72898350097239 325.98622530698776 837.35313394479454 15.389752939343451 133.49129325896502 863.32560507394373 11.217833437025545 2744.9501506313682 3.7651864588260642 52.337774559855461 7.96935686841607 166.31270526349545 7.8651462197303763 8.0122220870107395 21.432951981201768 200.482182726264 35.564218446612358 141.18481028079987 31.494281239807606 494.53356555663049 9.0523117184638959 323.31270080059767 63.707608915865421 leaf_count=46 3268 160 26 43 258 25 31 629 1044 3137 51 395 3027 39 8728 12 154 35 509 24 66 149 729 114 500 118 2101 32 1344 223 internal_value=-5.21793e-06 -0.000274802 -0.000231073 -0.00300083 -2.02533e-05 0.00241645 0.0075587 0.000767372 -0.000312368 -0.00115091 -0.0040966 -0.00300791 0.00074467 -0.0129932 0.000123668 0.000806485 0.000201453 0.00344041 0.00406715 0.00378445 -0.000538146 -0.000413925 0.00412835 0.00463347 -0.000139318 -0.000980482 -0.000108685 0.00911172 -0.000565808 -0.00463286 internal_weight=7796.9 2521.93 2514.13 177.828 2336.31 250.097 60.7289 189.368 2086.21 1163.34 167.1 148.881 922.871 18.2187 5274.98 1466.74 1219.06 226.62 218.65 247.677 992.445 984.433 243.912 236.046 3808.24 1063.29 858.393 40.5466 817.846 204.892 internal_count=27017 8911 8865 554 8311 845 191 654 7466 4181 511 446 3285 65 18106 5060 4181 698 663 879 3483 3417 867 843 13046 4318 3595 150 3445 723 is_linear=0 shrinkage=0.03 Tree=1122 num_leaves=31 num_cat=0 split_feature=11 8 5 5 10 8 7 10 4 2 9 6 3 3 13 5 5 13 4 8 2 9 5 10 5 7 6 13 9 4 split_gain=0.301769 2.62783 4.2338 4.73317 2.67187 4.18464 2.18587 2.2565 2.23635 2.11871 1.906 1.68559 2.58255 2.75457 2.82173 2.52246 1.93965 1.21536 1.1743 0.63765 3.80492 3.09646 2.9068 2.36239 2.33891 2.30888 2.8389 4.22021 2.24575 2.19068 threshold=-1.4999999999999996 3.9000000000000004 1.5350000000000008 1.2950000000000006 -0.49999999999999994 3.1000000000000005 1.3 0.33333333333333326 1.2350000000000005 0.90000000000000013 6.1000000000000005 0.50000000000000011 2.7000000000000006 2.1000000000000005 1.7000000000000004 2.1550000000000011 2.3950000000000009 3.1000000000000005 1.7300000000000004 4.1000000000000005 0.50000000000000011 8.5000000000000018 2.3550000000000009 2.5000000000000004 2.0850000000000013 2.5000000000000004 1.5000000000000002 2.9000000000000008 8.9000000000000021 0.68500000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 9 -5 -6 7 10 -8 -1 -4 18 13 14 -13 -15 -14 -11 -3 20 25 23 24 29 -23 26 27 -2 -21 -22 right_child=19 11 6 4 5 -7 8 -9 -10 17 -12 12 16 15 -16 -17 -18 -19 -20 28 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0093071274600597872 0.0039978108188022457 0.016962976252733634 0.00087786957795211887 0.035070672302753229 -0.0066090869814869075 0.023598731234893568 -0.017629122137804223 -0.0082847817349095756 0.00099027988641757969 0.0017565447474681617 0.021037969271707056 -0.011388294766226426 -0.022221965968681978 0.011609574628210023 -0.00053682579305065748 -0.0075983550704973512 0.0014078697276555835 0.017664761993277569 -0.00029519636744682 0.00017860549151162483 -0.0084550020265800347 0.0081360342698578378 -0.0091024469022903381 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0.0109206 -0.000596862 -0.00109471 -0.000465365 -0.00161621 0.00733093 -0.0138316 0.0081379 0.00941423 -3.57608e-05 -0.000446261 -0.00078278 0.00990912 -0.000898392 0.0156149 0.00373083 0.00299683 0.00700132 0.000127603 -0.000842513 internal_weight=8964.26 406.586 102.208 53.9214 26.3155 18.8757 48.2869 25.0534 23.2335 27.6059 16.8828 304.377 289.958 276.305 240.765 35.5404 13.6526 17.9923 14.4196 8557.68 2436.14 2254.51 24.1172 2230.4 18.55 181.631 173.462 83.0481 6121.53 2223.12 internal_count=27017 1288 334 158 78 57 176 99 77 80 66 954 908 839 719 120 69 51 46 25729 7398 6821 97 6724 65 577 554 257 18331 6702 is_linear=0 shrinkage=0.03 Tree=1123 num_leaves=30 num_cat=0 split_feature=8 2 4 4 0 5 11 5 9 3 10 3 7 6 0 4 13 13 6 8 7 8 3 5 5 4 0 4 4 split_gain=0.262135 1.28897 1.88891 2.96567 2.56872 1.77581 3.30645 2.49064 1.82348 2.98334 2.91037 1.62804 1.36241 1.78571 1.32484 1.2355 1.9434 0.717871 0.626585 1.53736 0.669938 0.60612 4.60807 4.03874 3.41486 0.943635 1.76854 1.56286 0.586623 threshold=2.9000000000000004 0.50000000000000011 1.0150000000000006 1.0050000000000006 525.00000000000011 1.6500000000000004 1.5000000000000004 1.5050000000000006 6.1000000000000005 2.1000000000000005 1.0000000180025095e-35 0.90000000000000013 1.5000000000000002 1.3 575.00000000000011 0.75500000000000023 2.9000000000000008 5.9000000000000012 1.0000000180025095e-35 5.7000000000000002 1.3 3.3000000000000003 1.7000000000000004 1.1050000000000006 1.3450000000000006 0.75500000000000023 575.00000000000011 0.79500000000000026 0.94500000000000017 decision_type=2 2 2 2 2 2 2 2 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 11 6 7 -4 9 -7 -10 -3 13 -1 -6 -15 -17 18 19 20 -2 22 23 -20 -24 26 -23 -27 -14 right_child=17 2 5 -5 14 8 -8 -9 10 -11 -12 -13 28 15 -16 16 -18 -19 21 -21 -22 25 24 -25 -26 27 -28 -29 -30 leaf_value=-0.016176576029596192 -0.023589461350045991 -0.0076335344134865141 -0.0026302479782930478 0.022570276871532367 0.012170858353157149 -0.0041473176505345015 0.01718810756094798 0.00666426572642927 0.0076586562304213918 -0.019781548047781743 -0.0094507824958118443 0.0013014395707908221 -0.0076693728596454952 0.014642387365132525 0.0011099996258183064 0.0093541581257158418 -0.015685764112897311 0.0084901957339962014 0.0057479130853414781 0.0064383243368786088 -0.0051178429926788914 -0.0018037310027173004 -0.00945424302817581 -0.0023722815847468568 0.0081383563668030474 0.0068426837951004946 -0.018260634100188043 -2.5983448835321027e-05 -0.02076234210914784 leaf_weight=5.8188205286860493 4.0710175037384015 25.166321352124214 142.61445424705744 6.3850554525852194 25.184571608901024 37.97101766616106 9.5522650182247144 31.718882381916046 20.116167172789574 15.45619824528694 16.116706132888794 67.7991613894701 6.1169621795415861 5.580043941736224 15.898469053208826 5.8227532729506475 5.3551343977451324 9.052911236882208 69.911651208996773 4.7370383590459824 3.122536227107048 37.66575713455677 11.019671618938444 260.6510034352541 100.43363880366087 29.952032297849655 6.9636026620864859 6460.3260335884988 6.2029075473546982 leaf_count=22 25 91 510 21 81 138 30 111 81 65 65 239 24 20 55 23 20 36 231 29 17 130 36 862 354 102 26 23548 25 internal_value=2.65317e-06 -0.000700129 -0.000233381 0.00259486 0.00164339 -0.00168535 2.48545e-06 -0.000939168 -0.00514697 -0.00867021 4.82248e-05 -0.00111731 -0.00623717 -0.00185837 0.00789049 0.00311332 -0.00264204 4.77326e-05 3.67968e-05 -0.00683245 -0.0155714 4.85433e-05 0.00112369 -0.000654918 0.00639893 -2.41791e-05 -0.00437153 5.71481e-06 -0.0142615 internal_weight=7446.78 448.876 413.979 140.434 134.049 273.546 183.886 174.333 89.6601 53.4272 36.2329 92.9655 34.8966 22.5768 41.083 16.7579 11.1779 6997.91 6988.85 11.9306 7.19355 6976.92 442.016 330.563 111.453 6534.91 44.6294 6490.28 12.3199 internal_count=27017 1621 1487 487 466 1000 651 621 349 203 146 330 134 85 136 63 43 25396 25360 71 42 25289 1483 1093 390 23806 156 23650 49 is_linear=0 shrinkage=0.03 Tree=1124 num_leaves=31 num_cat=0 split_feature=8 10 0 12 4 9 5 11 9 0 5 10 12 2 13 3 9 8 10 2 2 8 11 5 5 10 2 3 8 12 split_gain=0.299696 1.63155 4.83003 2.45546 1.16745 2.64341 2.691 5.78532 2.75657 2.64392 3.17236 2.5925 2.27665 2.69716 2.57201 3.34581 3.32135 1.49614 1.13046 2.34895 3.02438 3.07534 3.13443 2.74584 2.49694 3.52722 4.73899 2.85895 2.24979 2.23351 threshold=4.5000000000000009 2.1666666666666674 200.00000000000003 3.5000000000000004 1.3150000000000006 4.9000000000000012 1.9250000000000003 1.1666666666666672 3.5000000000000004 200.00000000000003 1.6600000000000006 -1.1666666666666663 2.7000000000000006 0.70000000000000007 4.3000000000000016 1.3 5.5000000000000009 2.1000000000000005 1.0000000180025095e-35 1.1000000000000003 0.70000000000000007 4.9000000000000012 -1.0000000180025095e-35 2.2850000000000006 1.2850000000000008 1.1666666666666672 1.9000000000000001 1.5000000000000002 5.5000000000000009 2.9000000000000008 decision_type=2 2 2 2 2 2 2 2 2 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 8 -8 -1 10 -7 -11 14 -14 16 -16 -6 -15 29 20 23 22 -22 28 25 26 -21 -27 -20 -2 right_child=18 2 3 -5 12 9 7 -9 -10 11 -12 -13 13 17 15 -17 -18 -19 19 24 21 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.00078937865848059468 -0.00045298030936313533 0.030124004036327329 -0.015964614531411053 0.0083901020325856564 0.004171551337936774 0.00030610377852652412 0.011803857873694288 -0.016028091630023899 -0.0027814479474492374 0.0066983921047133561 -0.0076537858094366503 0.00095765532336645662 -0.015460960484245584 0.012199899338612239 -0.0098868172649540665 0.015000710213235884 -0.00076891302501952614 -0.0002191627801534214 0.0015385301013027268 0.0011473699996899266 0.0038802688395650044 0.0037740503559382929 -0.0071692190499228195 -0.020214752445360907 -0.0022584880096451431 0.0039946253616037789 -0.009591025690353399 0.021066674376650704 -0.0054979240414667913 0.0013651722557514261 leaf_weight=274.18526411056519 1612.8076656013727 6.4751591235399273 5.8984874859452274 10.114281818270682 401.72003073617816 136.69064444303513 32.733703531324863 8.4587217122316343 670.0669848844409 78.014848962426186 67.223151668906212 765.41428212821484 10.391683623194693 8.8376020193099958 29.05197823792696 5.8386621475219718 176.17641969025135 720.23342267051339 90.002105981111526 169.79996506869793 40.442243710160255 301.37224358320236 53.899849474430084 7.5035536959767333 926.06355884484947 78.7837826423347 47.287487924098969 9.9424386844038946 74.953560955822468 976.13611079286784 leaf_count=916 5658 19 24 33 1390 406 93 24 2122 228 190 2247 30 26 106 18 548 2433 272 707 130 973 169 23 3470 391 327 43 242 3759 internal_value=-5.03989e-06 0.000206053 0.00826001 -0.000581238 0.000152548 -0.000301855 -0.00141714 0.00608866 -0.00174458 0.000747517 -0.00231799 0.00148866 0.000835636 -0.000284931 0.00218785 -0.00572209 0.00266541 -6.86223e-05 -0.000168928 -0.00074634 0.000849389 0.00229433 -0.00243256 -0.00246609 -0.00148233 0.000868024 -0.00119174 0.00590768 -0.00165874 0.000232536 internal_weight=7796.52 3407.53 22.4879 16.0128 3385.04 2032.79 985.445 41.1924 944.252 1047.34 203.914 843.429 1352.25 739.463 612.787 34.8906 577.896 729.071 4388.99 1800.05 568.174 395.714 94.3421 172.459 1231.88 305.814 217.087 88.7262 164.956 2588.94 internal_count=27017 10853 76 57 10777 6226 3155 117 3038 3071 596 2475 4551 2489 2062 124 1938 2459 16164 6747 1809 1272 299 537 4938 1468 1034 434 514 9417 is_linear=0 shrinkage=0.03 Tree=1125 num_leaves=27 num_cat=0 split_feature=3 0 4 5 4 7 5 5 13 10 8 12 10 2 4 3 13 4 6 6 11 0 8 8 0 7 split_gain=0.292321 3.03255 2.45855 2.49254 4.21871 3.03842 3.61184 2.1382 1.90525 2.65011 0.904759 0.405179 1.68 1.58572 2.00478 2.0394 1.45656 1.33877 1.32268 2.12869 3.13143 1.29498 1.25118 1.13037 0.697733 0.2082 threshold=0.3000000000000001 200.00000000000003 0.93000000000000027 1.0250000000000006 1.0650000000000006 2.3000000000000003 0.91000000000000036 1.2050000000000007 2.5000000000000004 1.0000000180025095e-35 5.1000000000000005 2.5000000000000004 -2.4999999999999991 0.50000000000000011 1.2150000000000005 2.7000000000000006 5.9000000000000012 2.3250000000000006 3.3000000000000003 2.9000000000000004 -0.33333333333333331 725.00000000000011 3.7000000000000006 6.9000000000000012 350.00000000000006 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 -3 5 -5 6 -4 -6 10 -10 -1 12 -2 14 15 22 17 21 19 23 -21 -14 -13 -15 -16 -26 right_child=11 2 3 4 7 -7 -8 -9 9 -11 -12 13 16 18 24 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 leaf_value=0.0096442167535344958 -0.012820501397055666 0.02259153955051256 0.00088669724108539881 -0.016628898152517176 0.014782021490368091 0.013257528137101373 -0.017673956494282057 0.0032744331698860733 -0.0020744207643229018 -0.023902565296615753 -0.0055134704915945085 -0.007909939310125064 -0.00027992696490395101 7.9565981220602912e-05 -0.0061411141590840945 -0.017647428776058481 -0.012646784415924336 0.012571736167897859 0.010836615544819683 0.0042707062572695399 -0.015147913598829648 0.0039140671678468721 0.0079015457056508826 0.0015597149109662432 -0.01582687173360154 -0.025462918306894868 leaf_weight=6.881962984800337 9.53374996781349 5.805717632174491 25.422294810414314 6.4138904213905326 28.965763628482819 9.0159703865647298 15.005438506603239 29.162584029138088 10.454605787992479 9.6046030819416028 7.3073036968708038 6.5144455730915132 3946.3279564678669 4166.9464369658381 4.404754824936389 5.39369823783636 8.4604741334915143 7.3892600610852233 10.530143164098261 12.238370306789877 19.198204934597015 67.391494169831276 14.596297286450861 522.59298169985414 3.7784145846962911 4.3313533812761307 leaf_count=20 27 17 80 18 88 32 42 87 30 27 20 27 11291 12886 21 39 26 28 33 41 78 219 53 1746 22 19 internal_value=1.81891e-06 0.00129742 0.00354811 0.00257816 0.006461 -0.00249039 -0.0060024 0.00900875 -0.00657487 -0.012526 0.00183819 -2.08352e-05 -0.000241944 0.000166373 -0.00585664 -0.00118397 -0.000212184 -0.000186022 0.000216043 0.000192354 -0.00758818 -0.000209509 0.00302237 0.000244511 -0.0157529 -0.0209734 internal_weight=8963.67 154.04 119.792 113.986 64.5422 49.4437 40.4277 58.1283 34.2485 20.0592 14.1893 8809.63 4039.1 4770.53 39.019 26.5044 4029.57 4021.11 4731.51 4720.98 31.4366 4013.72 21.1107 4689.54 12.5145 8.10977 internal_count=27017 461 364 347 193 154 122 175 97 57 40 26556 11591 14965 181 119 11564 11538 14784 14751 119 11510 80 14632 62 41 is_linear=0 shrinkage=0.03 Tree=1126 num_leaves=31 num_cat=0 split_feature=5 5 2 4 13 4 7 4 5 6 12 12 12 13 6 13 8 0 8 2 12 10 11 5 13 4 9 5 8 7 split_gain=0.260706 1.80002 1.67539 3.43624 1.4953 1.73317 1.38419 1.44088 1.23029 1.38129 2.67142 5.25065 2.26209 3.2003 2.45637 2.76736 1.66353 1.35155 0.974461 0.953336 1.54178 0.99819 0.896327 0.79633 4.61828 2.08441 1.26418 1.04334 2.14713 3.82155 threshold=0.88500000000000023 0.8650000000000001 2.5000000000000004 1.9100000000000006 2.1000000000000005 1.1550000000000007 2.9000000000000004 1.8300000000000005 0.92500000000000027 1.1000000000000003 1.9000000000000001 2.5000000000000004 1.7000000000000004 3.3000000000000007 1.7000000000000004 2.7000000000000006 4.3000000000000016 525.00000000000011 4.7000000000000002 1.3 1.7000000000000004 1.0000000180025095e-35 -0.66666666666666619 0.93000000000000027 3.3000000000000007 1.195000000000001 3.7000000000000006 0.97000000000000031 6.5000000000000009 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -3 -6 7 -1 9 10 18 -12 14 16 15 -11 -14 -15 -2 20 -7 -21 -5 24 25 -10 -27 28 -25 -30 right_child=8 4 -4 22 5 19 -8 -9 23 12 11 -13 13 17 -16 -17 -18 -19 -20 21 -22 -23 -24 27 -26 26 -28 -29 29 -31 leaf_value=-0.00047832737333369254 -0.0098962110790836843 0.0041933085605587103 0.014086512198881723 -0.0033486081610554033 -0.022270371366973178 -0.010316720142902415 0.01280983880667623 0.01455651025350113 -0.025889307118045719 0.0038588794029041033 0.033096840228202674 -0.00040423696791856082 -0.0010170572806819502 -0.00088576992880664738 -0.0028911881949209846 0.030694886565599037 -0.017809756249076061 0.015986941303063898 0.0064717028408783905 -0.024045271769069718 0.010229740476048398 -0.0034149905688637041 -0.022849142173469207 0.0013620411192136826 0.01205303969676526 -0.017923712671385553 0.0020675099286954698 -3.4624305846928471e-05 -0.0025676342954570881 0.029669307261764307 leaf_weight=189.40227189287543 6.2991850227117556 8.3950407952070218 7.4511771723628035 2.9774750024080276 7.8136705458164242 7.0637023895978945 7.8696018829941741 5.91604409366846 7.4142855256795945 7.3872973322868365 8.5850285142660159 8.263296999037264 8.878597706556322 10.344889447093012 10.337981544435022 6.5025622993707657 13.206417813897131 7.279271498322486 6.8153663873672485 4.1937980502843839 6.147527664899826 4.2497399598360062 7.3779641687870008 98.847370646893978 9.600618511438368 4.6403788104653341 7.3660485669970512 6952.5918927509338 6.3561632931232435 6.9049040824174881 leaf_count=701 21 32 35 18 30 25 28 27 29 24 28 38 30 38 36 21 49 25 23 22 20 20 50 341 34 23 30 25162 28 29 internal_value=2.76857e-06 -0.000932601 0.000102896 -0.000385034 -0.0069764 -0.0101585 0.000474088 -2.29335e-05 3.64554e-05 0.00344788 0.00876304 0.0166662 0.000957036 -0.00345066 0.00818121 0.0164222 -0.0110588 0.00608313 -0.00139014 -0.00578812 -0.00075592 -0.0136618 -0.0172422 -8.70186e-06 -0.00496798 -0.0133823 -0.00565892 1.16705e-05 0.00288272 0.0142178 internal_weight=7446.48 258.858 220.995 213.543 37.8635 29.4684 203.188 195.318 7187.62 93.8999 29.9629 16.8483 63.937 39.7092 24.2278 13.8899 22.085 17.6242 13.1146 21.6548 13.2112 8.44354 10.3554 7093.72 29.0213 19.4207 12.0064 7064.7 112.108 13.2611 internal_count=27017 1008 859 824 149 117 756 728 26009 333 110 66 223 142 81 45 79 63 44 87 45 42 68 25676 116 82 53 25560 398 57 is_linear=0 shrinkage=0.03 Tree=1127 num_leaves=23 num_cat=0 split_feature=5 10 8 8 9 10 7 5 0 6 8 12 10 5 8 6 9 5 12 0 7 2 split_gain=0.292592 0.335509 2.19632 2.91547 4.33015 3.76344 2.76828 2.6619 2.23118 1.99359 1.23955 2.40922 4.92869 2.19823 1.92922 2.0808 3.24277 2.11184 1.65864 1.17226 2.77285 2.63283 threshold=3.2350000000000008 -0.99999999999999978 8.9000000000000021 6.3000000000000016 4.3000000000000016 -2.1666666666666656 3.1000000000000005 1.5750000000000008 200.00000000000003 0.90000000000000013 8.1000000000000014 2.1000000000000005 -1.0000000180025095e-35 1.0050000000000006 6.1000000000000005 0.3000000000000001 4.9000000000000012 2.475000000000001 2.3000000000000007 350.00000000000006 1.3 0.70000000000000007 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 6 7 -6 8 -5 -1 -4 14 12 -12 -13 19 16 -16 -17 -15 20 -3 -21 right_child=-2 10 9 4 5 -7 -8 -9 -10 -11 11 13 -14 18 15 17 -18 -19 -20 21 -22 -23 leaf_value=-0.0037498151891341529 -0.0065104001539521795 0.001932408421114092 0.0018494526326443973 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4.56264e-07 -0.000419016 -0.000306913 0.00292575 0.00524377 -0.000889259 -0.00497619 -0.000997571 -0.0129575 9.28654e-05 0.00337503 0.0129098 0.00114344 3.96201e-05 -0.00122565 0.00902368 -0.0014232 0.0021441 0.000258078 0.000866057 -6.58707e-05 internal_weight=7796.07 7789.86 1406.29 1393.83 212.762 164.505 1181.07 48.2572 1174.54 12.4618 6383.56 101.905 19.3272 82.5777 6281.66 924.89 17.49 907.4 79.2648 5356.77 1862.08 3494.69 internal_count=27017 26996 5051 4986 902 648 4084 254 4059 65 21945 500 67 433 21445 3713 96 3617 403 17732 6017 11715 is_linear=0 shrinkage=0.03 Tree=1128 num_leaves=21 num_cat=0 split_feature=13 5 0 3 5 5 6 7 13 10 4 3 2 4 10 7 13 0 7 3 split_gain=0.302178 2.42911 1.54437 1.72145 2.1749 2.47372 1.25042 0.429119 0.449171 2.60604 1.75348 1.98953 0.417171 3.50179 4.36583 0.956191 0.533809 4.58997 1.46552 0.332779 threshold=5.3000000000000016 1.6500000000000004 350.00000000000006 0.70000000000000007 1.2650000000000006 1.4650000000000007 2.5000000000000004 3.5000000000000004 4.9000000000000012 -1.1666666666666663 0.95000000000000018 1.1000000000000003 0.3000000000000001 1.2650000000000008 0.33333333333333326 0.90000000000000013 4.3000000000000016 200.00000000000003 3.1000000000000005 1.1000000000000003 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 6 -4 -5 -6 -2 8 12 -10 -11 -12 13 14 -1 -15 18 -18 -14 -8 right_child=1 -3 3 4 5 -7 19 -9 9 10 11 -13 16 15 -16 -17 17 -19 -20 -21 leaf_value=0.0036080536558031756 0.00042231090051387247 -0.012457050402836576 -0.012506605675308837 0.017444788808904977 -0.01325407972477481 0.010749501827393364 0.011217683554003268 -0.0060309495463915768 -0.020029456807487439 -0.015077486978798807 0.0058007738970658872 -0.0056230158894626679 9.5558081732876684e-06 -0.021848698540755614 -0.010906923107637594 -0.0082199138024440822 -0.010793264614988635 0.0025881530729595426 -0.013539393603238879 0.020614383985541572 leaf_weight=93.733221461996436 6.6811034977436092 8.7547007948160154 7.1447429060936001 7.6375851780176189 8.3208958357572538 7.2140751183032981 6.3170534372329694 10.649766594171522 6.8101640194654456 6.6542538404464713 34.040862336754799 22.984920009970665 8395.5559718646109 5.8179621770978001 23.282369181513786 22.750014469027519 25.434022411704063 248.20575167238712 7.1911146938800803 7.3251780718564987 leaf_count=300 20 27 21 23 25 21 19 33 22 23 98 68 25297 24 76 73 74 727 24 22 internal_value=1.66337e-06 0.00213438 0.00465693 0.000367496 0.00433694 -0.00210738 0.0110557 -1.25646e-05 -5.35687e-06 -0.00239061 -0.00050425 0.00119628 1.3702e-05 -0.0015789 0.000720036 -0.0109955 4.04248e-05 0.00134439 -2.03945e-06 0.0162632 internal_weight=8962.51 59.3953 50.6406 30.3173 23.1726 15.535 20.3233 8903.11 8892.46 70.4902 63.68 57.0258 8821.97 145.584 117.016 28.568 8676.39 273.64 8402.75 13.6422 internal_count=27017 178 151 90 69 46 61 26839 26806 211 189 166 26595 473 376 97 26122 801 25321 41 is_linear=0 shrinkage=0.03 Tree=1129 num_leaves=30 num_cat=0 split_feature=6 4 10 12 5 9 3 7 12 12 5 4 2 6 7 3 8 3 2 11 5 8 9 3 5 8 10 0 12 split_gain=0.263633 2.67245 3.84017 2.6649 2.53082 3.41096 2.27538 2.34158 2.45076 2.0558 1.56092 1.98405 2.04305 0.590671 1.96182 2.48583 2.63619 2.16749 1.60826 0.811938 0.496348 0.4775 1.95857 2.75227 2.26723 0.756398 1.94483 1.23728 0.427181 threshold=2.7000000000000006 1.1850000000000007 -1.1666666666666663 2.7000000000000006 1.9750000000000003 6.1000000000000005 2.3000000000000003 2.3000000000000003 1.3000000000000003 3.1000000000000005 1.0050000000000006 1.6900000000000006 0.70000000000000007 2.5000000000000004 0.70000000000000007 2.7000000000000006 4.1000000000000005 1.3 1.1000000000000003 3.1666666666666674 2.2350000000000008 2.5000000000000004 6.7000000000000002 1.1000000000000003 1.6050000000000004 3.9000000000000004 -1.1666666666666663 200.00000000000003 2.7000000000000006 decision_type=2 2 2 2 2 2 2 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 -2 10 5 9 7 8 -4 -5 -3 12 -12 19 28 16 18 -18 -16 21 -21 22 24 -24 -1 26 -23 -27 -15 right_child=1 3 6 4 -6 -7 -8 -9 -10 -11 11 -13 -14 14 15 -17 17 -19 -20 20 -22 25 23 -25 -26 27 -28 -29 -30 leaf_value=-0.00057527068968064659 0.022470141548164596 0.0067997714601852957 0.01848525569055157 0.0083943303616701177 -0.013989785126341492 0.022295327812037063 -0.016037984551323801 -0.014566651193736242 0.0017949626979838161 -0.0067440286423070123 -0.017730487553555101 -0.025808584749153742 -0.0043000307298268437 -0.014575732027524336 -0.0073383472407308418 0.021249155615964195 0.0094639810058818087 -0.00023251274673754106 0.0035126828229145716 -0.017093463166042797 -0.0020040387123608076 -0.0027282583732735014 -0.010812944436530383 0.014390134988124664 -0.0090016847221902896 0.0007122140198518789 0.00095428640546304957 -0.00037608680797061183 -0.0036691173870993785 leaf_weight=113.61039786785841 8.2167047262191755 5.9475072324275962 9.2754370719194394 14.836706459522246 8.0687613040208799 7.7559589296579352 6.5374912396073332 6.5785749256610861 54.104482144117355 17.711591929197311 13.433797195553778 5.9182830452918997 42.26774799823761 6.7164936959743482 32.767097607254982 6.3284697756171218 48.228367984294891 36.412178978323936 19.673857912421227 3.9775786101818076 3.871576365083456 141.90183664113283 5.39589595794678 14.063260354101656 38.468251265585423 1217.9619317576289 1427.4113089814782 4122.3531933296472 6.2298762649297714 leaf_count=419 26 21 28 51 38 27 29 23 181 64 50 24 149 23 109 23 160 123 65 19 24 498 19 60 156 4245 4812 15529 22 internal_value=3.29102e-06 -0.00106938 0.002981 -0.00402882 0.00134658 0.00441686 0.000887607 0.00246927 0.00423753 0.00015659 -0.0078772 -0.00929381 -0.00753912 3.29975e-05 0.00185689 0.00286655 0.00201791 0.00529257 -0.00326745 -7.23052e-06 -0.00965064 3.45877e-06 -0.00156006 0.00740149 -0.00270673 4.22745e-05 0.0006213 -0.000127879 -0.0093274 internal_weight=7446.02 200.653 84.7127 115.94 48.373 40.3043 76.496 69.9585 63.3799 32.5483 67.5673 61.6198 55.7015 7245.37 156.356 143.41 137.082 84.6405 52.441 7089.02 7.84915 7081.17 171.538 19.4592 152.079 6909.63 1569.31 5340.32 12.9464 internal_count=27017 711 287 424 180 142 261 232 209 115 244 223 199 26306 525 480 457 283 174 25781 43 25738 654 79 575 25084 5310 19774 45 is_linear=0 shrinkage=0.03 Tree=1130 num_leaves=31 num_cat=0 split_feature=13 9 4 12 5 13 2 10 8 5 13 8 6 5 5 7 3 4 3 8 4 10 5 8 5 0 0 9 13 5 split_gain=0.295803 1.69263 1.60754 4.74226 5.87787 3.22742 2.866 3.353 3.63514 2.78803 3.1542 2.29276 2.25271 4.09967 1.53149 1.03681 1.42181 1.67853 4.81337 2.99514 5.32105 1.84646 1.25759 0.939303 0.932723 0.923537 0.904808 3.50322 2.39316 1.8475 threshold=2.3000000000000007 2.1000000000000005 1.7150000000000005 2.3000000000000007 1.4950000000000008 2.1000000000000005 2.3000000000000003 -0.83333333333333315 4.1000000000000005 1.1950000000000005 2.1000000000000005 5.5000000000000009 1.5000000000000002 1.9000000000000004 1.0750000000000008 0.70000000000000007 0.50000000000000011 0.95000000000000018 1.1000000000000003 3.3000000000000003 1.1650000000000007 -0.33333333333333331 1.7400000000000007 9.9000000000000021 0.67500000000000016 350.00000000000006 925.00000000000011 6.3000000000000016 2.7000000000000006 1.4950000000000008 decision_type=2 2 2 2 2 2 2 2 2 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 6 4 5 -4 12 -8 -9 10 -5 -11 14 -14 -3 16 -2 18 -18 21 -21 -19 -20 26 -1 -6 -17 29 -29 -28 right_child=15 2 3 9 25 -7 7 8 -10 11 -12 -13 13 -15 -16 23 17 19 22 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0028916365443041451 0.014246841589964586 -0.0032120573956900393 0.0093215269081577193 -0.0024369837295263696 0.0017736501387736175 0.026868501868242349 0.011130548240141865 0.0012421825317659684 -0.019229982657589774 0.0034905664699750563 -0.020861865584458048 -0.00080682128944453333 -0.0071517648173388361 0.0041647626092102116 8.4142673937039999e-05 4.9484851739587852e-05 0.01353005846807448 -0.0187335224482904 -0.020885202765465041 0.01425349095449617 0.0013602703901498998 -0.0016300744783191833 -0.0051378772553301736 0.011750825455624905 -0.023803988181441957 -0.013566905906098149 -0.0044126625440346684 -0.0071570705338795428 0.024813492257965211 -0.020848659254205641 leaf_weight=3.5246702283620825 8.2732744812965375 137.68893570452929 35.832774631679058 34.909589976072311 5.7734454423189154 12.805310375988482 6.5988143384456626 11.885929502546785 22.742146641016006 185.19143619760871 10.996282782405613 281.70040390640497 105.57853256165981 39.624636292457581 1613.2881709858775 4984.3927760189399 8.2881627082824725 8.2310887128114718 10.398280769586565 35.673487938940525 149.69453548640013 18.335538372397423 8.1350584775209409 6.1455659056082359 4.2149111535400152 9.0972976237535459 18.237654490396384 3.5460155308246595 5.1935043409466743 9.2906120978295785 leaf_count=16 25 548 163 265 20 49 31 43 91 728 72 1301 314 124 5079 17067 23 25 30 103 449 54 24 32 30 37 164 21 26 63 internal_value=-5.056e-06 -0.000272322 -0.000229193 0.00116181 0.00889473 0.0139412 -0.000642964 -0.00846821 -0.012203 0.000204104 -0.00685048 0.000897726 -0.000472826 -0.00406359 -0.000175056 0.000122726 0.00202021 0.00159654 -0.00547426 0.00249139 0.00384153 -0.0069292 -0.013973 2.94787e-05 -0.0142803 -0.00761106 1.51312e-05 -0.0047062 0.0118416 -0.00995971 internal_weight=7795.29 2521.45 2513.71 576.307 63.5088 48.6381 1937.41 41.2269 34.6281 512.798 45.9059 466.892 1896.18 145.203 1750.98 5273.84 247.029 238.756 26.8215 211.935 185.368 26.5666 18.5333 5026.81 7.73958 14.8707 5020.66 36.2678 8.73952 27.5283 internal_count=27017 8911 8865 2635 269 212 6230 165 134 2366 337 2029 6065 438 5627 18106 733 708 77 631 552 79 54 17373 46 57 17341 274 47 227 is_linear=0 shrinkage=0.03 Tree=1131 num_leaves=30 num_cat=0 split_feature=7 5 4 10 9 9 8 5 13 6 8 12 5 8 12 3 8 11 2 11 11 12 9 9 9 12 5 9 11 split_gain=0.29375 1.98463 2.32606 1.74742 3.07279 1.90226 2.57697 1.67234 1.63246 1.315 0.691037 0.52894 1.1268 1.64199 0.621123 1.9457 2.94921 2.90688 1.84669 2.85063 2.32829 1.0285 2.28357 3.43637 2.92152 1.13034 2.21083 0.793536 0.467681 threshold=0.3000000000000001 2.1050000000000009 0.90000000000000036 0.83333333333333337 4.9000000000000012 6.5000000000000009 5.9000000000000012 2.2350000000000008 1.7000000000000004 0.90000000000000013 4.9000000000000012 6.1000000000000005 1.9900000000000002 5.9000000000000012 5.3000000000000016 3.1000000000000005 6.7000000000000002 -1.0000000180025095e-35 3.1000000000000005 -0.33333333333333309 1.0000000180025095e-35 4.9000000000000012 6.3000000000000016 4.7000000000000002 7.5000000000000009 4.700000000000002 2.6850000000000009 9.9000000000000021 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 6 -4 -3 9 -9 -7 14 -13 -14 21 18 17 -17 19 -16 -20 25 23 -23 -24 27 -27 -2 -6 right_child=11 7 3 4 28 10 -8 8 -10 -11 -12 12 13 -15 15 16 -18 -19 20 -21 -22 22 24 -25 -26 26 -28 -29 -30 leaf_value=0.016078244801513143 2.335221989671915e-05 0.016570983507526452 -0.0037074701003050586 -0.026270093844393268 -0.008251465963362254 -0.0068731000701070227 0.0093782413720622931 -0.0059684834864627374 -0.015776851829336795 0.015589329021624894 -0.021827675500290612 0.0063026656874636856 -0.023798642639375811 -4.9418084918946576e-05 -0.0024669747506101294 0.0095204936777221576 0.012253028767592711 -0.022465873399232991 0.012793451240035033 0.023023348823758418 -0.0066193797147173113 -0.00942956110549905 -0.019160413386805918 0.0063690264134670417 0.00072678506257642438 0.0022270211231500909 0.021630370497179606 -0.0064139707432771045 0.0036214723694916757 leaf_weight=5.3983007520437232 8582.9557975120842 9.0868583247065562 53.738756023347378 8.145567715168001 6.0314922928810102 6.0945596247911435 18.108306184411049 4.4057270139455778 4.1363668460398904 6.0348369367420673 5.1149198636412621 4.940235272049903 4.885495485737918 5.6503023765981197 6.0530823320150402 3.5876522138714817 6.0424478799104682 8.9014407563954574 9.3276569470763224 11.356550469994543 13.767071776092051 20.181471273303032 15.214621271938087 32.099251747131348 11.807748023420571 70.008990176022053 5.7165265157818785 17.269166484475136 5.9132959544658661 leaf_count=20 25575 35 189 28 20 26 58 19 31 27 21 18 33 23 21 22 19 49 38 36 54 67 62 122 51 239 23 71 20 internal_value=1.40438e-06 -0.00140222 -0.00311842 -0.0041231 -0.0120624 -0.00220267 -0.000409352 0.00646992 0.000173199 0.00649233 -0.0136969 2.24211e-05 -0.0055189 -0.011062 3.21505e-05 0.003099 -0.00495286 -0.0132774 0.00678289 0.0141607 0.00122121 1.14709e-05 -0.0033895 0.000270436 -0.0104705 4.25578e-05 0.00369178 1.04261e-05 -0.00237374 internal_weight=8961.97 132.209 108.545 103.147 20.0904 83.0565 71.8471 23.6638 14.5769 10.4406 11.2095 8829.77 15.476 10.5358 8814.29 59.0359 18.5315 12.4891 40.5044 17.4096 23.0947 8755.25 79.3031 52.2807 27.0224 8675.95 75.7255 8600.22 11.9448 internal_count=27017 494 382 362 68 294 247 112 77 46 47 26523 74 56 26449 239 90 71 149 57 92 26210 302 189 113 25908 262 25646 40 is_linear=0 shrinkage=0.03 Tree=1132 num_leaves=31 num_cat=0 split_feature=5 5 9 3 10 4 3 11 10 0 7 8 10 2 2 9 11 12 4 5 11 3 13 12 4 12 11 0 4 2 split_gain=0.259874 3.43998 5.61339 3.24219 3.4419 3.26609 3.19949 2.65624 3.09814 2.65085 2.03915 2.00233 2.14317 3.86165 2.36121 1.93328 1.86712 1.79878 1.71039 1.57161 4.64023 2.51927 1.68984 2.24504 1.55035 1.06003 5.87433 6.80135 5.3628 3.44663 threshold=2.0450000000000008 2.0750000000000011 7.1000000000000005 1.7000000000000004 -1.0000000180025095e-35 1.1450000000000007 2.7000000000000006 -0.66666666666666663 0.83333333333333337 350.00000000000006 1.3 7.5000000000000009 -0.33333333333333331 2.3000000000000003 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 2.9000000000000008 1.9750000000000003 2.0250000000000008 1.1666666666666672 1.3 1.9000000000000001 3.9000000000000008 2.0850000000000013 4.1000000000000005 -0.66666666666666663 200.00000000000003 1.8550000000000004 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 2 6 4 9 -6 7 17 -9 -3 -7 12 13 -5 -14 -13 -4 -2 -17 25 21 -21 -23 -24 -11 -1 27 -27 29 -28 right_child=1 3 16 11 5 10 -8 8 -10 24 -12 15 14 -15 -16 18 -18 -19 -20 20 -22 22 23 -25 -26 26 28 -29 -30 -31 leaf_value=7.3616015786262185e-05 0.035035376390667054 -0.011094838057102069 -0.023265104353254316 -0.0029200326506835317 0.0068885422535959803 -0.018052733923434996 -0.0081227260999311747 0.013985785801508098 -0.0094186346097041053 0.0020581090514915387 -0.0055124910542638742 0.0093636623429807497 0.0050163597168505943 0.012876295522958603 -0.00043541491017383313 -0.018970092820344665 5.1414354103393559e-05 0.013869069576418831 -0.0029557572892028594 0.0063838629649720568 0.014661989511995644 -0.026478108386608773 -0.01513247640714359 0.0050845169151025795 0.017909809628292639 0.033483683462069445 -0.010335840024885853 0.0028029587362255583 0.00031938225784721016 0.0033088337864843002 leaf_weight=6393.3909874334931 7.4798635095357842 12.225680649280546 5.9102052599191648 146.32993128523231 8.8249606639146787 28.719991989433765 6.6347280591726294 25.468771114945419 6.3618845939636222 29.246814139187336 19.658357098698616 5.5088185146451023 181.54396383464336 15.393722657114266 117.95435875281692 11.126150213181974 6.4796041995286942 6.9907645732164383 13.03381637111306 7.0959816426038733 8.48031437397003 6.9370672181248656 18.633033193647865 6.7286611199378958 6.85427327081561 7.1725905761122695 107.06969806551933 69.647119026631117 138.97082079201937 19.731920018792152 leaf_count=22765 24 49 24 614 32 116 27 85 21 112 74 22 716 57 455 56 24 23 62 25 30 26 71 27 25 24 414 307 637 73 internal_value=3.35896e-06 0.000570832 0.00710646 -0.000145014 -0.00491556 -0.0098954 0.011361 0.0141529 0.00930802 0.000978959 -0.0129571 0.000880543 0.00136649 -0.00141645 0.00286923 -0.00667389 -0.0110711 0.0248099 -0.0103307 -5.19964e-05 -0.00546828 -0.00980163 -0.0133576 -0.00976875 0.00506777 -1.35009e-05 -0.00163926 0.00566759 -0.00375126 -0.00821256 internal_weight=7445.6 661.747 65.3258 596.421 105.53 57.2033 52.936 46.3013 31.8307 48.3268 48.3783 490.891 461.222 161.724 299.498 29.6688 12.3898 14.4706 24.16 6783.86 47.8751 39.3947 32.2988 25.3617 36.1011 6735.98 342.592 76.8197 265.772 126.802 internal_count=27017 2618 228 2390 408 222 180 153 106 186 190 1982 1842 671 1171 140 48 47 118 24399 179 149 124 98 137 24220 1455 331 1124 487 is_linear=0 shrinkage=0.03 Tree=1133 num_leaves=28 num_cat=0 split_feature=0 10 6 4 5 10 6 11 8 10 10 5 4 9 2 6 4 4 13 2 4 9 9 3 9 13 3 split_gain=0.295108 1.40715 3.49336 2.95367 2.4995 2.49707 2.37161 1.93762 3.84779 3.29136 2.91837 3.81215 3.80348 1.95856 1.21579 2.04602 1.21574 3.21294 2.35529 1.97591 1.9372 1.23378 4.50999 2.53863 0.981005 0.454808 0.0118286 threshold=575.00000000000011 1.0000000180025095e-35 2.9000000000000004 0.75500000000000023 0.79500000000000004 0.50000000000000022 3.1000000000000005 0.83333333333333337 6.7000000000000002 -0.66666666666666663 -1.1666666666666663 2.015000000000001 0.89000000000000024 4.7000000000000002 3.5000000000000004 1.3 2.2850000000000006 2.2950000000000013 3.5000000000000004 1.7000000000000004 2.2550000000000012 6.7000000000000002 6.5000000000000009 1.9000000000000001 5.1000000000000005 3.9000000000000008 1.7000000000000004 decision_type=2 2 2 2 2 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 6 3 -3 -5 -6 7 10 9 -9 12 -12 -2 -10 16 26 20 -18 19 -19 21 22 -1 -23 -22 -20 -16 right_child=1 2 -4 4 5 -7 -8 8 13 -11 11 -13 -14 -15 15 -17 17 18 25 -21 24 23 -24 -25 -26 -27 -28 leaf_value=-8.7127402771659335e-05 0.029879863069722481 -0.024103496578961523 -0.018748532991909605 -0.018514287131347 0.0055983823222787487 0.00095474144085451007 0.016730027595533558 -0.00066380062964927942 -0.021222930273392969 0.009117782552497471 -0.0013588833928524053 -0.0092589164216425792 0.0017091064855422535 -0.0025366282059013576 -0.021555195973453053 0.0097518241899305549 0.028681250322050048 -0.0077804815303110907 -0.023476839821514953 0.0061801822668469198 -0.022762921502294413 -0.0023664882349907703 0.0047768206174236289 0.0010176182765048219 -0.0038606308570003941 -0.0074237480083838422 -0.024439159483434846 leaf_weight=5391.8782863095403 4.4712142348289481 3.893647924065589 7.4647854268550864 5.2251330632716408 148.69116658344865 348.47528720460832 7.193528100848197 57.864397831261158 7.6730944421142366 66.586612228304148 406.95362027641386 63.559721399098635 122.26148238684982 14.756516270339487 2.8673333823680869 2.6050316505134106 4.3646792024373999 10.943660639226435 3.1042929738759986 54.882859101518989 4.9818496666848642 554.72240175306797 177.20816729217768 311.55514767020941 4.9030528664588928 3.2526724189519882 2.3120576068758965 leaf_count=18179 13 13 24 35 585 1476 21 218 50 225 1663 207 556 71 34 17 20 51 21 296 36 1691 535 926 21 19 14 internal_value=-4.82323e-06 0.000414548 0.00162451 0.00192489 0.00212662 0.00234355 -0.000412816 -0.000578537 0.00250839 0.00456976 -0.00133771 -0.00242607 0.00270299 -0.00892915 -8.60741e-05 -0.011935 -7.19313e-05 0.00368654 0.00217519 0.00385922 -0.000116569 -9.61855e-05 6.76433e-05 -0.0011494 -0.0133871 -0.0152629 -0.0228426 internal_weight=7794.65 1265.07 513.75 506.285 502.392 497.166 751.32 744.127 146.881 124.451 597.246 470.513 126.733 22.4296 6529.58 7.78442 6521.8 76.5482 72.1835 65.8265 6445.25 6435.36 5569.09 866.278 9.8849 6.35697 5.17939 internal_count=27017 5157 2133 2109 2096 2061 3024 3003 564 443 2439 1870 569 121 21860 65 21795 407 387 347 21388 21331 18714 2617 57 40 48 is_linear=0 shrinkage=0.03 Tree=1134 num_leaves=16 num_cat=0 split_feature=13 6 3 7 5 4 3 5 13 12 5 8 13 8 13 split_gain=0.293312 0.334993 1.58626 0.328593 1.95879 2.25706 1.74654 1.59348 1.57597 0.51359 1.08604 1.60879 0.609882 1.75767 1.03764 threshold=6.1000000000000005 3.5000000000000004 1.3 0.3000000000000001 2.1050000000000009 0.90000000000000036 0.90000000000000013 2.2350000000000008 1.7000000000000004 6.1000000000000005 1.9900000000000002 5.9000000000000012 1.3000000000000003 2.7000000000000006 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 -1 -7 -6 -9 12 -11 -12 13 -5 -14 right_child=-2 2 -4 9 7 6 -8 8 -10 10 11 -13 14 -15 -16 leaf_value=0.015632290464629908 0.0056865012887230898 -0.015133561774408659 0.0057663736337330651 -0.01332661538590457 0.016142260519117907 0.0041181018647331851 -0.006048604266295836 0.0063243112394611055 -0.015640763685457099 0.0061609465695864766 -0.023643045969594816 -4.2190126979759309e-05 -0.0019418292012731613 0.0019219533820716088 4.9019870295944373e-05 leaf_weight=5.4374300539493552 8.1608151793479902 6.6116079241037351 6.4634607955813408 6.9991643428802481 9.1391287967562693 18.580821990966797 83.767397925257683 10.477513015270231 4.0864446945488444 4.9286256432533255 4.8218232542276365 5.6400999091565609 242.50399357452989 243.15979949757457 8300.855469096452 leaf_count=20 25 24 23 23 35 55 305 46 31 18 33 23 754 759 24843 internal_value=1.6216e-06 -3.56e-06 -0.004802 3.45758e-06 -0.00148518 -0.00320227 -0.00420289 0.00632298 0.000161216 2.56782e-05 -0.00544981 -0.0109197 3.52614e-05 0.00149532 -7.49055e-06 internal_weight=8961.63 8953.47 13.0751 8940.4 131.489 107.786 102.348 23.7031 14.564 8808.91 15.3905 10.4619 8793.52 250.159 8543.36 internal_count=27017 26992 47 26945 492 380 360 112 77 26453 74 56 26379 782 25597 is_linear=0 shrinkage=0.03 Tree=1135 num_leaves=31 num_cat=0 split_feature=4 4 6 12 12 3 9 7 8 10 8 9 6 7 13 4 9 11 9 9 12 10 5 6 10 8 0 11 12 12 split_gain=0.258434 2.79772 1.95444 2.08014 3.5255 2.16785 4.0385 2.60849 2.00699 3.07781 1.65837 2.70951 1.59058 2.67978 4.42187 2.67381 1.92112 2.12465 1.97019 1.57943 2.19501 2.77268 2.99994 2.11088 2.43312 2.17604 1.94049 1.67249 2.9779 2.63557 threshold=1.1050000000000006 1.1350000000000007 0.90000000000000013 3.3000000000000007 3.9000000000000008 1.1000000000000003 4.9000000000000012 2.1000000000000005 3.5000000000000004 -1.0000000180025095e-35 6.5000000000000009 6.1000000000000005 2.7000000000000006 1.7000000000000004 4.9000000000000012 1.3350000000000006 4.1000000000000005 -0.66666666666666619 4.5000000000000009 2.9000000000000004 2.9000000000000008 0.50000000000000022 1.0550000000000006 2.9000000000000004 1.0000000180025095e-35 4.1000000000000005 475.00000000000006 -1.1666666666666663 1.1000000000000003 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 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 8 5 -5 7 -7 -4 -2 -10 19 -12 -3 16 -15 -16 17 -14 -18 20 21 22 -1 27 25 -25 -23 28 -21 -29 right_child=1 12 3 4 -6 6 -8 -9 9 -11 11 -13 13 14 15 -17 18 -19 -20 23 -22 26 -24 24 -26 -27 -28 29 -30 -31 leaf_value=-0.0058121911261251108 0.0078350777470832193 3.6478432428938325e-05 0.0091407486006110858 0.025650896677587187 -0.0040302335718884639 -0.0057808258040749081 0.0069591503038880335 -0.010435984251002171 0.0068580924510358351 -0.01662412229081842 -0.016458854382104114 0.0092224758303705683 -0.0014622473074240036 0.017528674823015691 -0.013864353744547754 0.0037850573470890117 0.0082066852896197223 -0.02207917879081565 -0.0062954064623002215 0.017390139440399612 -0.008271094867286298 0.029501304180607826 0.0079156057621445688 -0.0051875084215849548 0.019562498127787185 0.012479258533970448 0.007644210343431262 -0.0068866454927075079 -0.0058395543319935527 -7.3874410555003817e-05 leaf_weight=23.143169112503529 9.9214934557676298 5795.621718743816 69.193449690937996 10.129754975438116 5.5887553542852393 45.299881756305695 44.286256596446037 6.720595881342887 7.7269760817289361 14.357991680502892 13.296778440475466 5.1215481311082831 6.9836893528699902 12.723339527845381 12.999481886625288 19.040634177625179 10.01720944046974 12.642443612217901 53.251136504113674 5.2561258971691123 12.022407628595827 6.4613981544971457 37.609177589416504 15.637745231390001 9.6014312729239446 10.479825519025324 8.4188756346702558 53.807769447565079 90.18996124714613 1017.6926905438304 leaf_count=84 33 21317 226 35 25 150 153 23 26 51 55 20 25 40 47 70 35 47 203 18 45 21 116 52 30 33 26 191 345 3475 internal_value=3.42729e-06 8.50522e-05 0.00346122 0.00466829 0.0150977 0.00367775 0.000517089 0.00740764 -0.0033731 -0.00840828 -0.000379301 -0.0093177 -3.64827e-05 -0.00334889 0.00256602 -0.00337575 -0.00654297 -0.0147429 -0.00399931 -0.000251712 0.00363611 0.00552886 0.0026861 -0.000535073 0.00664877 0.00190138 0.0171351 -0.000754963 -0.00456032 -0.000415993 internal_weight=7445.24 6136.5 213.225 181.219 15.7185 165.5 89.5861 75.914 32.0065 22.085 1308.74 18.4183 5923.28 127.658 44.7635 32.0401 82.8945 19.6261 63.2683 1290.32 87.655 75.6326 60.7523 1202.67 35.719 26.1176 14.8803 1166.95 95.4461 1071.5 internal_count=27017 22506 722 612 60 552 303 249 110 77 4511 75 21784 467 157 117 310 72 238 4436 292 247 200 4144 115 85 47 4029 363 3666 is_linear=0 shrinkage=0.03 Tree=1136 num_leaves=31 num_cat=0 split_feature=11 6 7 12 10 3 5 4 9 0 10 11 11 13 12 5 4 9 0 12 8 5 10 8 8 9 0 4 8 4 split_gain=0.291698 1.03994 1.21955 2.71331 1.98323 1.85165 1.94513 2.53105 1.83323 1.74721 1.71341 1.31188 0.565727 2.8623 1.92344 4.05985 5.37182 3.24635 2.36794 1.81935 1.52675 1.13565 0.644852 2.40684 2.9289 2.78444 2.76681 1.59109 1.4745 2.86113 threshold=1.8333333333333337 2.7000000000000006 1.5000000000000002 4.700000000000002 -0.83333333333333315 2.5000000000000004 1.8100000000000005 1.9100000000000006 3.9000000000000004 575.00000000000011 1.0000000180025095e-35 2.5000000000000004 1.5000000000000004 3.9000000000000008 3.1000000000000005 1.8600000000000005 1.3150000000000006 4.3000000000000016 575.00000000000011 3.1000000000000005 6.1000000000000005 1.4150000000000007 -0.99999999999999978 8.9000000000000021 6.5000000000000009 2.9000000000000004 200.00000000000003 2.1650000000000009 8.1000000000000014 1.5350000000000008 decision_type=2 2 2 2 2 2 2 2 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 -4 8 -7 -8 10 -6 -2 -10 22 14 18 17 -17 -16 20 -15 -14 -20 23 24 26 -26 -1 -25 -24 -30 right_child=1 -3 3 -5 9 6 7 -9 11 -11 -12 -13 13 19 15 16 -18 -19 21 -21 -22 -23 28 27 25 -27 -28 -29 29 -31 leaf_value=-0.0040945140797724357 -0.00314472655250438 -0.011931434487377646 0.016636105160904115 -0.014118928858899028 -0.0004433270799445611 0.016360118567746613 -0.0031032976729701545 0.015821905801995481 -0.0078163375807807894 0.013838945284534549 0.016852698189938922 0.001678624429147163 -0.0055301959060285438 0.018833851318250536 -0.0025104335413709288 0.015335717232663063 -0.0084787410781048435 0.014114994777672375 0.019201543240231808 -0.00059371719834138141 0.0054989424943240276 0.0027718474320497814 5.4060141437746078e-05 -0.02286821111218627 -0.018806100721839535 0.0038985788323097036 -0.00032953531433267891 0.00023208215243396358 0.015855579928422243 0.0015672909321196777 leaf_weight=216.06061314791441 9.5787748396396655 7.6447803378105155 10.562218397855757 7.6649870090186587 39.907029017806053 7.7194634675979605 37.881723515689373 7.6433423906564704 73.056613616645336 9.5545822232961637 6.4546490907669059 15.956766255199907 83.207665503025055 13.181918412446977 14.824570788070558 11.17425926029682 35.953403972089291 36.835003107786179 5.5301854237914112 6.4665228351950637 13.070513330399988 12.008161626756189 5899.3127267211676 7.2224254980683309 5.0116870850324622 161.97116782423109 939.68933516740799 4.2700276914983988 14.981449380517004 79.783833392895758 leaf_count=728 36 23 35 31 140 23 118 27 237 37 23 51 265 39 68 34 111 135 22 21 48 37 20189 33 29 691 3293 27 49 417 internal_value=-5.13836e-06 -0.00104918 -0.000681045 0.00268916 0.00483554 -0.00212222 0.00243528 7.41126e-05 -0.00443225 0.0023156 0.00490573 -0.00611425 2.71232e-05 0.00148483 0.00047237 0.00353523 -0.00283219 0.00934405 -0.00218604 0.01244 -0.0040329 0.00795245 -1.90751e-05 -0.000615556 -0.000496787 0.00321714 -0.00103338 -0.0142853 0.000113696 0.00382613 internal_weight=7794.18 233.625 225.98 67.6888 60.0238 158.291 53.2445 45.5251 105.047 49.4616 16.0334 89.0134 7560.56 232.252 212.604 98.7872 47.1277 51.6596 113.817 19.6484 96.2782 17.5383 7328.3 1334.23 1322.73 166.983 1155.75 11.4925 5994.08 94.7653 internal_count=27017 781 758 243 212 515 168 145 347 177 59 288 26236 780 720 348 145 203 372 60 313 59 25456 4801 4741 720 4021 60 20655 466 is_linear=0 shrinkage=0.03 Tree=1137 num_leaves=21 num_cat=0 split_feature=4 5 4 10 4 8 2 13 11 13 6 2 9 4 4 13 13 4 9 4 split_gain=0.291263 0.797496 0.460082 2.21274 2.19504 2.39317 1.63046 2.28367 2.11522 1.25647 2.50964 1.56748 1.24811 0.817381 2.23534 1.39056 1.03511 0.536881 4.5781 2.22038 threshold=2.975000000000001 1.7250000000000003 2.5350000000000006 -1.8333333333333328 2.5050000000000012 7.3000000000000016 2.9000000000000004 2.3000000000000007 0.83333333333333337 2.5000000000000004 1.1000000000000003 3.3000000000000003 4.9000000000000012 2.3550000000000009 2.3750000000000009 2.5000000000000004 2.3000000000000007 2.265000000000001 4.7000000000000002 2.2550000000000012 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 4 -4 13 -6 7 8 -5 11 -11 -8 -9 17 16 -16 -15 19 -19 -1 right_child=1 -3 3 6 5 -7 9 12 -10 10 -12 -13 -14 14 15 -17 -18 18 -20 -21 leaf_value=-1.1769413704050462e-05 0.0029569601347250447 -0.011230342921650049 0.02187461277583494 -0.013736381859826327 -0.0013488489157157878 -0.02391055957001114 0.025182203975801641 -0.0018885328767781246 0.0057144799532985223 -0.014340293018028766 0.013692958579387361 0.0049239788939467472 0.01193967800211322 0.0062965559700023611 0.0041993946666050641 -0.0045560888618508735 0.021634916947824826 0.0074955152740286933 -0.0072983233082432163 0.014178007562360024 leaf_weight=8671.7527684699744 6.9899313822388631 7.2796150147914886 4.8688150793313971 18.512085363268856 10.280786231160166 7.1908296495676032 5.7336779385805157 12.705207511782648 6.9099379181861869 5.7304829433560354 5.766163133084774 8.5835195146501047 10.926272258162497 9.0444419085979479 39.30811620503664 27.922818720340729 7.0434849709272376 28.167419947683811 56.76976266503334 9.9360969141125661 leaf_count=25931 28 23 26 64 36 24 27 52 25 27 28 43 43 37 140 107 34 108 178 36 internal_value=1.95388e-06 -0.0042807 8.78415e-06 0.00227743 -1.16156e-05 -0.0106346 0.00100298 -0.00220862 -0.00844946 0.00710591 -0.000280166 0.0130369 0.00450509 9.35637e-06 0.00296674 0.000563006 0.0130119 -1.87509e-05 -0.00239229 4.47063e-06 internal_weight=8961.42 14.2695 8947.15 79.7362 8867.42 17.4716 74.8673 49.0535 25.422 25.8138 11.4966 14.3172 23.6315 8849.94 83.3189 67.2309 16.0879 8766.63 84.9372 8681.69 internal_count=27017 51 26966 335 26631 60 309 184 89 125 55 70 95 26571 318 247 71 26253 286 25967 is_linear=0 shrinkage=0.03 Tree=1138 num_leaves=17 num_cat=0 split_feature=2 8 4 9 2 7 11 6 10 4 4 13 8 8 10 7 split_gain=0.254287 0.786661 0.470342 0.989743 0.456272 0.424551 2.80666 1.78554 2.31436 0.411489 1.86937 1.81742 1.67099 0.738529 0.336563 0.226229 threshold=3.9000000000000004 5.5000000000000009 2.8450000000000011 5.5000000000000009 4.3000000000000016 1.0000000180025095e-35 -1.1666666666666663 1.3 -0.33333333333333331 2.5450000000000008 2.5250000000000008 3.1000000000000005 6.7000000000000002 9.3000000000000025 0.33333333333333326 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 -4 -3 6 -1 8 -8 10 13 12 -11 -7 -9 -13 right_child=1 4 3 -5 -6 9 7 14 -10 11 -12 15 -14 -15 -16 -17 leaf_value=0.018225768016819917 0.0086263510115049749 -0.021697577642326753 0.011162341417481292 -0.0033188229841460241 -0.0035947263924781727 -5.2341010610236533e-06 0.016288394271462135 -0.025012311592133976 -0.013618226201738614 0.0091495418890699103 0.015296893255077732 -0.022815690049004182 -0.0050732722127164549 0.0056245820300421297 -0.01315620550529957 -0.011227580323582141 leaf_weight=4.1088986620306995 2.3866929970681658 2.4124047569930553 9.892336234450342 7.4442970380187026 2.6074219439178705 7330.3703431226313 4.219609513878825 4.3314167633652669 5.1972097158431998 11.23751041293144 7.2073436006903639 3.5976117253303519 21.967272311449051 21.031298868358135 4.2883460000157356 2.6207758113741875 leaf_count=13 17 30 39 32 22 26394 19 21 25 63 32 27 142 100 20 21 internal_value=3.05061e-06 -0.00555293 8.58344e-06 0.00494417 -0.0122945 -2.94816e-06 -0.00415053 -0.00924805 -0.000217283 9.46731e-06 2.58438e-05 -0.00304732 -0.000259838 1.0872e-05 -0.0191139 -0.0179318 internal_weight=7444.92 7.40652 7437.51 17.3366 5.01983 7420.18 22.1455 18.0366 9.41682 7398.03 7358.61 39.4232 33.2048 7351.4 8.61976 6.21839 internal_count=27017 69 26948 71 52 26877 98 85 44 26779 26526 253 205 26494 41 48 is_linear=0 shrinkage=0.03 Tree=1139 num_leaves=31 num_cat=0 split_feature=9 11 5 11 9 4 8 7 8 5 10 2 5 3 7 0 5 9 12 6 10 5 0 5 11 11 7 4 13 2 split_gain=0.291202 3.4429 3.97398 2.41456 2.91997 3.07029 2.15887 2.1088 2.05258 1.85945 2.4125 5.3461 2.93265 2.42644 1.9988 3.15745 2.21106 2.07379 1.68948 1.47499 1.37249 0.90362 3.35783 2.81901 1.90722 3.28041 2.62386 1.55357 1.02684 3.3946 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 8.3000000000000025 1.7850000000000004 6.1000000000000005 0.90000000000000013 5.1000000000000005 1.8750000000000002 0.50000000000000022 1.1000000000000003 1.8250000000000002 1.3 0.50000000000000011 525.00000000000011 2.5850000000000013 8.7000000000000011 3.7000000000000006 1.1000000000000003 -0.83333333333333315 2.1050000000000009 925.00000000000011 2.1150000000000007 -0.83333333333333315 -0.33333333333333309 1.5000000000000002 1.3450000000000006 0.90000000000000013 1.3 decision_type=2 2 2 2 2 2 2 2 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 9 -3 6 7 -6 8 -5 -4 10 12 -12 20 -13 15 -11 17 -16 -18 -8 -2 28 23 27 26 -26 -25 -23 29 -1 right_child=1 2 3 4 5 -7 19 -9 -10 14 11 13 -14 -15 16 -17 18 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.016278143044952596 0.0024667293085174256 -0.011835348643449298 0.011708664800495691 0.023335873025917157 -0.0079025017584779186 0.009529327236360673 0.011710231168647729 0.0049379181461609968 0.029408209811750189 0.021494647575383694 0.025017832972123458 -0.0185997539925476 -0.027457947045541074 0.0060659232921155461 0.0048123428372032423 -0.0035010800344244634 0.0026177672149199334 -0.004763656351509769 -0.015931257721700169 -0.0068969981112256334 -0.0093347097387539574 -0.022739100715998706 -0.020881499177465096 0.0054946977511538212 -0.0067531032194032125 -8.5561905274599725e-05 -0.0077767238334087475 -0.0055251084729941195 2.2442167369035064e-05 -0.0021071917777166016 leaf_weight=14.674479857087134 12.134382113814352 11.873812600970266 25.413196355104446 8.0366878509521502 27.983753398060799 13.471239663660524 7.5029435679316503 18.547557912766933 7.6785602048039427 9.7076328545808792 6.806314259767535 7.7876015678048116 6.6800915300846091 6.6583930850028992 52.996464006602764 8.5578711181879044 6.5456771105527904 33.044280417263508 13.604049041867254 7.8411087989807129 32.960017561912537 7.5163297951221493 7.702416267246007 80.759426862001419 82.294520847499371 344.08239839226007 16.07651686295867 12.676618583500384 6878.7833928987384 23.532434713095427 leaf_count=43 38 38 77 25 84 43 26 57 24 33 20 28 21 23 159 29 22 99 43 24 101 21 41 253 251 1052 55 39 24150 98 internal_value=-5.16056e-06 0.000872746 0.00469796 0.00638341 0.002739 -0.00223784 0.0115028 0.0104998 0.0158156 -0.00161335 -0.00541364 0.00309713 -0.00890712 -0.00723094 0.000616534 0.00978349 -0.000960246 0.00113464 -0.00990557 0.00220158 -0.00615908 -4.34634e-05 -0.00121256 -0.000933763 -0.000509272 -0.00137246 0.0032914 -0.0119326 4.96836e-05 0.00495423 internal_weight=7793.93 325.832 128.349 116.475 68.0392 41.455 48.4358 26.5842 33.0918 197.483 73.0268 21.2523 51.7745 14.446 124.456 18.2655 106.19 86.0407 20.1497 15.3441 45.0944 7468.1 551.108 543.406 523.213 426.377 96.8359 20.1929 6916.99 38.2069 internal_count=27017 1014 398 360 209 127 151 82 101 616 231 71 160 51 385 62 323 258 65 50 139 26003 1712 1671 1611 1303 308 60 24291 141 is_linear=0 shrinkage=0.03 Tree=1140 num_leaves=31 num_cat=0 split_feature=11 8 5 5 8 7 4 10 5 9 5 5 11 9 2 11 5 2 10 6 4 10 2 8 11 9 6 5 3 6 split_gain=0.289986 2.51873 4.04523 4.59009 3.27012 2.10448 2.19259 2.15216 2.0505 1.80228 1.64416 4.88256 3.70747 2.60528 2.58649 2.246 1.91982 3.13764 3.06585 2.88666 1.66298 1.43822 1.20093 1.08062 0.60389 3.12649 4.65489 3.89576 4.43547 6.05096 threshold=-1.4999999999999996 3.9000000000000004 1.5350000000000008 1.1150000000000009 3.1000000000000005 1.3 1.3050000000000008 0.33333333333333326 1.3650000000000007 6.1000000000000005 1.3450000000000006 1.2150000000000005 -1.8333333333333328 5.3000000000000016 1.3 -1.8333333333333328 1.8050000000000004 2.7000000000000006 0.50000000000000022 1.9000000000000001 1.195000000000001 1.0000000180025095e-35 1.3 5.1000000000000005 -1.1666666666666663 5.3000000000000016 0.50000000000000011 1.2250000000000008 1.7000000000000004 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 21 9 -6 -4 11 12 22 15 -14 -13 17 18 -12 20 -18 -7 -3 -21 25 27 -27 -2 -29 -30 right_child=24 10 5 4 8 6 -8 -9 -10 -11 16 13 14 -15 -16 -17 19 -19 -20 23 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=-0.0092389541607019385 -0.0038149202050435363 -0.018643975649931224 0.00085881915351608605 0.0012055408083146257 0.013275254602608836 -0.022480326781072806 0.0046705203770217177 -0.0081315529678992315 0.028627111803293265 0.020414355450327645 0.0010259159728540398 -0.007079358800986436 0.00067854852409264749 0.00072850574307817609 0.01864565474246211 -0.025006937633236036 -0.012982158979592434 -0.016982886338664769 0.011083116783406829 -0.026200092825037245 0.0011653291251086096 -0.0036763141183970972 -0.0025649574671889226 -0.0079920611489051659 2.2083726235117645e-05 -0.023156696564260372 -0.0029652131029316926 0.0072137483275404408 -0.0093636684425743334 0.017975890183218129 leaf_weight=8.8585707396268827 93.895780548453331 6.7258205264806774 8.4748869314789825 12.320283532142637 19.837020248174667 8.8659748435020465 8.048772066831587 8.1235244013369066 12.937023252248762 8.4914027601480466 96.037168547511101 10.770078554749487 16.084019631147388 9.6303663998842222 13.071388490498064 15.117595493793489 8.5338115878403169 6.8156790733337393 38.103020682930946 5.6023848783224803 60.426694676280022 6.2352135181426993 11.047631174325941 6.1579007059335709 8133.928113322705 10.976460725069044 160.97933072410524 109.18815909326077 36.586142025887966 9.0976526439189893 leaf_count=26 269 19 32 37 57 29 26 33 38 34 283 31 45 28 40 42 37 24 111 27 211 22 33 23 24450 34 514 318 116 28 internal_value=1.95147e-06 0.000785022 0.00485971 0.0105036 0.0143819 -0.00145259 -0.00797585 0.00456632 0.0193352 0.0106461 -0.00058417 -0.00420111 0.00215018 -0.0125929 0.00873383 -0.0175485 0.000761058 0.00287378 0.0038827 -0.00292821 -0.000585412 -0.0147162 -0.00864957 -0.016666 -3.52417e-05 -0.00114352 -0.0042541 0.0010066 0.00392979 -0.00391916 internal_weight=8960.97 406.316 102.193 53.9529 45.0943 48.2398 23.15 25.0898 32.774 16.9663 304.124 82.4469 46.9289 35.518 29.1554 25.8877 221.677 140.956 134.14 80.7208 68.9605 15.1012 17.7735 11.7603 8554.65 420.724 171.956 248.768 154.872 45.6838 internal_count=27017 1288 334 158 132 176 77 99 95 66 954 238 137 101 85 73 716 418 394 298 248 51 52 50 25729 1279 548 731 462 144 is_linear=0 shrinkage=0.03 Tree=1141 num_leaves=24 num_cat=0 split_feature=8 12 5 2 11 6 4 4 12 8 0 5 4 11 4 5 5 10 2 9 2 2 12 split_gain=0.257286 1.45073 1.68312 1.73174 3.27682 2.41844 2.14141 1.43345 0.886758 0.517404 4.95459 1.75341 0.410233 1.29981 0.59882 2.20891 2.25513 1.49699 0.769447 4.59502 0.950843 0.446519 0.17101 threshold=8.7000000000000011 1.9000000000000001 2.4450000000000007 2.3000000000000003 -0.33333333333333331 1.1000000000000003 1.9050000000000002 2.5350000000000006 3.7000000000000006 8.5000000000000018 350.00000000000006 1.3250000000000008 2.8450000000000011 0.83333333333333337 2.3450000000000011 1.5950000000000004 1.5550000000000008 -0.83333333333333315 2.9000000000000004 7.5000000000000009 2.7000000000000006 3.3000000000000003 3.3000000000000007 decision_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 3 5 -5 8 -7 -6 -3 12 -11 -12 14 21 18 16 -16 -17 20 -20 -1 -14 -13 right_child=1 2 -4 4 7 6 -8 -9 -10 10 11 22 13 -15 15 17 -18 -19 19 -21 -22 -23 -24 leaf_value=2.7582719630578473e-05 0.011507315978838386 -0.022963637684811893 0.014676195814499603 -0.019409056820247295 0.02116855681547886 0.010331160331521856 -0.010662785875819591 -0.0010707008290648675 -0.0049435981462152565 0.0286645260195788 0.010348829040377022 -0.017849130396246731 0.0050498535014382659 -0.0079593147817653646 2.1893962870662642e-05 0.0015721910933138904 0.022783827106360854 -0.010416084932052165 0.0045279565262069813 -0.024359438123831394 -0.0035800011290086312 0.018013534862729205 -0.0091580630533978549 leaf_weight=7098.0156034007668 6.3597814440727225 10.527808103710415 4.126087173819541 4.1803518496453753 6.2591807916760427 7.4103968292474773 10.667415559291838 4.4722106717526913 3.2062453702092162 5.5458547733724144 4.166805636137723 4.1421292349696142 4.8717053085565549 4.6233610659837714 51.459778876975179 12.97546382434666 4.2401625625789157 33.779396157711744 83.251762185245752 5.2694745734333983 66.368261493742466 4.696509413421154 4.0103790611028671 leaf_count=25288 26 72 18 33 27 31 56 27 21 25 24 19 18 21 328 63 21 188 358 27 283 22 21 internal_value=3.01152e-06 -0.00200109 -0.00369059 -0.00531253 0.00312323 -0.00926678 -0.00205702 0.0119005 -0.0187568 1.85317e-05 0.00511779 -0.00548238 6.17012e-06 0.00510185 -3.66159e-06 -0.00228116 0.00175465 -0.00708908 2.85104e-05 0.00280835 -5.83663e-06 0.011413 -0.0135738 internal_weight=7444.63 57.2095 50.8497 46.7236 14.9117 31.8119 18.0778 10.7314 13.7341 7387.42 17.8652 12.3193 7369.55 14.1916 7355.36 102.455 55.6999 46.7549 7252.91 88.5212 7164.38 9.56821 8.15251 internal_count=27017 311 285 267 87 180 87 54 93 26706 89 64 26617 61 26556 600 349 251 25956 385 25571 40 40 is_linear=0 shrinkage=0.03 Tree=1142 num_leaves=31 num_cat=0 split_feature=13 9 10 8 5 11 4 4 4 6 0 0 6 5 13 10 9 4 6 12 0 4 4 3 11 4 4 12 5 11 split_gain=0.293858 1.64026 1.53618 2.22754 2.13433 2.09475 2.16422 4.87902 2.97919 1.94549 1.77188 3.28099 3.05527 1.03785 1.003 2.81206 3.12499 2.64604 2.68979 2.06686 2.34958 2.03544 2.02566 5.21401 2.74868 1.10305 3.64265 3.81035 3.42387 2.93083 threshold=2.3000000000000007 2.1000000000000005 -1.0000000180025095e-35 2.1000000000000005 2.8450000000000011 -0.83333333333333315 1.7300000000000004 1.7650000000000006 1.2550000000000006 1.7000000000000004 350.00000000000006 475.00000000000006 0.3000000000000001 0.54500000000000015 2.7000000000000006 0.83333333333333337 6.5000000000000009 2.1450000000000009 1.9000000000000001 0.90000000000000013 350.00000000000006 0.89000000000000024 1.2350000000000005 1.5000000000000002 -1.4999999999999996 1.5450000000000006 1.6000000000000008 1.7000000000000004 1.4050000000000009 0.33333333333333326 decision_type=2 2 2 2 2 2 2 2 2 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 9 6 8 -8 -4 -5 12 -12 -7 -1 15 16 19 18 -18 -2 -21 -17 23 -23 -24 -16 -27 28 -28 -29 right_child=14 2 5 4 -6 10 7 -9 -10 -11 11 -13 -14 -15 25 21 17 -19 -20 20 -22 22 24 -25 -26 26 27 29 -30 -31 leaf_value=-0.0013470177437940668 0.013895062043671344 0.015233190369106323 0.00473847732890725 0.0007932179956961472 -0.013629521014312957 -0.015264552364845356 0.03427778669511438 0.0039258202591695096 -0.0028214536318238166 -0.008137007799844 -0.0059477999897062555 -0.0012054051929759363 0.00050129961053033243 -0.023674499745341547 0.00018316753827065082 -0.018247243128751481 0.0030365720992774482 -0.013660668412614714 0.015570908161049012 0.0013298468143480842 -0.0017407219597669764 0.0015233423026111009 0.01921569794239178 0.022410054281103955 0.0019857280871285344 -0.0045536708652776517 0.013493623009486092 -0.0019984683207557169 -0.0074544656126224219 0.001675650538014561 leaf_weight=3.271250143647193 8.860215559601782 9.2945294678211194 76.195216812193394 1062.7768055275083 9.5587311312556249 11.361055180430411 5.2447218447923651 52.277144994586706 122.08057547360659 22.418785937130451 172.68115696310997 547.83940180949867 421.11735863611102 4.3856762200593948 2744.2096850797534 3.7452955842018119 201.85387742519379 7.9178387224674216 16.681788846850395 346.15827844850719 637.01436612941325 27.185600355267525 8.7140802107751352 17.799226030707359 190.50799218192697 204.46698494255543 31.722009271383286 493.65853289980441 9.0185619592666608 323.41547571495175 leaf_count=14 28 27 227 3743 34 51 18 235 397 70 602 2047 1414 32 8728 12 610 35 53 1171 2284 85 30 53 699 723 118 2101 32 1344 internal_value=-5.12056e-06 -0.000271566 -0.000229321 0.000608575 0.000484411 -0.000885965 0.00157004 0.00669325 8.37451e-05 0.000608731 -0.00143084 -0.00234198 8.71362e-05 -0.0141356 0.000122243 0.00078886 0.000196241 0.00337611 0.00399337 -0.000529634 -0.000659627 0.00370111 0.00403772 0.00978762 0.00273938 -0.00013457 -0.000955386 -9.77057e-05 0.00885644 -0.000544173 internal_weight=7793.43 2520.5 2512.85 1104.05 1094.75 1408.8 255.798 57.5219 198.276 1085.2 1153 720.521 432.478 7.65693 5272.93 1466.44 1218.49 226.454 218.536 992.033 983.173 247.952 244.207 44.9848 199.222 3806.49 1062.28 857.815 40.7406 817.074 internal_count=27017 8911 8865 3874 3847 4991 877 253 624 3813 4114 2649 1465 46 18106 5060 4181 698 663 3483 3455 879 867 138 729 13046 4318 3595 150 3445 is_linear=0 shrinkage=0.03 Tree=1143 num_leaves=31 num_cat=0 split_feature=3 0 4 5 4 7 5 13 5 8 13 13 5 5 8 5 5 5 5 5 8 5 13 12 11 4 8 2 10 7 split_gain=0.285015 2.9011 2.35057 2.40317 4.03816 2.99658 4.01568 2.4914 1.87821 2.38943 2.59912 0.393561 1.5068 3.43812 2.4725 2.46883 2.09054 2.92506 1.97788 1.8609 1.69619 1.90742 1.15964 5.06241 3.2312 2.92638 2.79459 2.43924 2.78545 1.17271 threshold=0.3000000000000001 200.00000000000003 0.93000000000000027 1.0150000000000008 1.0650000000000006 2.3000000000000003 0.91000000000000036 3.1000000000000005 0.93000000000000027 5.9000000000000012 2.5000000000000004 1.3000000000000003 1.3750000000000007 1.3550000000000006 3.9000000000000004 1.1550000000000007 2.1350000000000011 2.2350000000000008 1.1950000000000005 2.4250000000000012 7.7000000000000002 1.4650000000000007 1.5000000000000002 2.3000000000000007 1.5000000000000004 1.4850000000000005 7.5000000000000009 1.3 -0.33333333333333331 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 -3 5 -5 6 -4 -6 -1 10 -10 12 13 14 18 -16 20 -18 -2 -19 21 -14 23 27 26 -26 -25 28 -13 -24 right_child=11 2 3 4 7 -7 -8 -9 9 -11 -12 22 16 -15 15 -17 17 19 -20 -21 -22 -23 29 24 25 -27 -28 -29 -30 -31 leaf_value=0.0058961193025676888 0.0020616441430928124 0.022116085554361117 0.00085764407150538589 -0.016390079725177694 0.0041124651810926886 0.013059617205537366 -0.019368794483324275 0.016923287793196212 0.0081807140000991919 -0.022627001038887869 -0.01558211322706738 0.010195569764346935 -0.0097777588979281148 0.02353158397846588 -0.001800889380758389 0.0096345836737801571 0.01704627731017706 -0.007327350670036775 -0.019132677313288961 0.0084804796344053503 -0.015884218522086893 4.2361640885784353e-05 0.011306881452663823 -0.0071345269135138769 0.023400283220043686 -0.00157699796884331 0.0074593076334102462 0.01704947583170156 -0.0028443038692076181 -7.667550604438182e-06 leaf_weight=8.4113153666257841 8.1858953684568387 5.799665465950965 25.407208576798439 6.3995097279548636 38.239090263843536 8.9678092971444112 13.54301020503044 21.257860347628593 8.3533247560262733 9.2648179829120618 8.2181336283683759 24.086249366402626 20.38981269299984 7.6113717406988135 28.929117619991302 41.174936011433601 13.653316631913183 14.454454973340036 7.681422919034957 12.496764574199913 7.4106375575065604 140.2293273806572 8.2526181470602733 153.58432517200708 6.5069270730018642 12.02041384577751 12.792881533503531 11.88326048851013 38.00749309360981 8237.2578269094229 leaf_count=24 24 17 80 18 117 32 38 62 24 26 23 72 62 23 92 129 47 55 23 49 23 441 32 497 22 39 42 34 113 24737 internal_value=1.75386e-06 0.00128181 0.00348606 0.00253673 0.00625407 -0.00257534 -0.0061751 0.00868969 -0.00641682 -0.0104254 -0.00360377 -2.06102e-05 0.00104325 0.00420615 0.0024952 0.00491562 -0.000375464 0.00573345 -0.0081986 2.43763e-06 -0.00185169 -0.00120425 -5.84162e-05 -0.00203547 -0.004689 0.00719519 -0.00601239 0.00459699 0.00221388 3.65675e-06 internal_weight=8960.47 153.862 119.614 113.814 65.8965 47.918 38.9502 59.497 34.2476 25.8363 16.5715 8806.61 302.217 93.5827 85.9714 70.1041 208.634 40.6045 15.8673 26.9512 168.03 160.619 8504.39 258.882 184.905 18.5273 166.377 73.977 62.0937 8245.51 internal_count=27017 461 364 347 197 150 118 179 97 73 47 26556 968 291 268 221 677 151 47 104 526 503 25588 819 600 61 539 219 185 24769 is_linear=0 shrinkage=0.03 Tree=1144 num_leaves=31 num_cat=0 split_feature=9 8 5 3 4 8 5 9 9 4 2 3 4 9 0 10 11 3 0 8 7 12 4 11 5 11 5 5 4 4 split_gain=0.255767 1.73087 3.8755 4.85895 4.55634 3.81537 3.69676 2.62928 2.44701 3.20478 2.33587 2.34534 2.21651 2.07144 3.55467 3.77793 2.95564 3.70475 3.02101 1.88264 1.85241 2.94545 1.82907 1.70581 1.40924 2.66877 1.86495 1.72892 1.64358 1.95639 threshold=6.9000000000000012 3.5000000000000004 1.9000000000000004 2.3000000000000003 1.2550000000000006 4.3000000000000016 2.0050000000000012 7.7000000000000002 7.3000000000000016 1.6100000000000005 1.7000000000000004 0.90000000000000013 1.2150000000000005 7.3000000000000016 875.00000000000011 0.83333333333333337 -0.66666666666666619 0.90000000000000013 525.00000000000011 3.1000000000000005 0.90000000000000013 2.7000000000000006 0.94500000000000017 0.83333333333333337 2.495000000000001 -0.33333333333333309 2.475000000000001 2.725000000000001 1.5950000000000004 1.2550000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=24 2 10 7 -5 6 8 12 9 -3 11 -2 -4 14 15 -7 18 -18 -15 -9 -8 -22 -10 -13 26 27 -1 -26 29 -27 right_child=1 5 3 4 -6 13 20 19 22 -11 -12 23 -14 16 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 28 -28 -29 -30 -31 leaf_value=-3.7800762547149763e-05 0.0062887103939962214 -0.011042944065035693 0.039691816221585317 -0.013159228022320188 0.013649742369228508 0.002680149903682576 -0.020521452769408487 0.00023940995522196411 0.018287279528146023 0.011398577312098463 0.014727252112020596 -0.01111547996449763 0.01635605518675291 0.0074494080396039341 -0.01630587101523041 0.01471441615098097 0.0082369871964721002 -0.0034300964706067433 -0.003315095132841438 0.021755247187950116 -0.025554973417961851 -0.0018132290243936936 0.00070504420394280052 0.0067017209268349425 -0.023638537222531397 0.0046950265466105231 0.015777130655061831 -0.0015016549661025632 0.0074652510367277684 -0.016916450994701352 leaf_weight=6620.438153648749 14.543198123574255 33.002367213368416 6.6219812110066441 12.13526087254286 10.768526457250116 140.62571921944618 14.646616466343401 8.9768359363079053 5.868518888950347 6.9296801835298529 6.9970499873161307 28.463868916034698 8.1988728493452054 71.916045486927032 7.583824284374713 28.183015748858452 27.724892470985651 210.25929238088429 34.827443562448025 6.1797455698251715 6.0970394313335445 20.568099074065685 57.503371112048626 5.8259350061416617 9.3642701618373376 6.9891580194234875 6.7176167219877234 4.8044195994734755 13.367283102124928 8.1845726221799833 leaf_count=23841 48 114 23 56 42 522 69 38 20 24 23 103 29 268 38 101 100 829 145 23 25 80 200 19 54 35 25 23 57 43 internal_value=3.14261e-06 0.000519195 0.0040289 0.00984901 -0.000554627 -5.39222e-05 -0.00436514 0.0177977 -0.00133193 -0.00714851 -0.0014838 -0.0038066 0.0267825 0.00114248 0.00378663 0.0046893 -0.000210498 -0.00207089 0.00393725 0.00901199 -0.01195 -0.00724183 0.00233324 -0.00808829 -5.6777e-05 -0.00548872 -2.177e-05 -0.0161322 -0.000204951 -0.00696201 internal_weight=7444.31 774.447 108.711 52.8812 22.9038 665.736 144.616 29.9774 103.304 39.932 55.8301 48.833 14.8209 521.12 176.393 168.809 344.728 237.984 106.743 15.1566 41.3118 26.6651 63.3719 34.2898 6669.87 42.7097 6627.16 14.1687 28.541 15.1737 internal_count=27017 2939 404 211 98 2535 532 113 358 138 193 170 52 2003 661 623 1342 929 413 61 174 105 220 122 24078 212 23866 77 135 78 is_linear=0 shrinkage=0.03 Tree=1145 num_leaves=20 num_cat=0 split_feature=4 0 8 10 0 7 10 4 8 0 6 0 12 8 4 3 8 4 9 split_gain=0.293618 0.964839 0.970863 1.18053 1.34686 2.16066 1.40177 0.480523 1.0725 1.11157 1.11437 1.03258 0.527064 0.421948 1.88563 1.19863 1.09678 0.705561 0.232428 threshold=2.7150000000000003 875.00000000000011 8.5000000000000018 -0.83333333333333315 475.00000000000006 1.3 0.83333333333333337 2.5850000000000013 9.1000000000000014 875.00000000000011 1.3 475.00000000000006 6.5000000000000009 9.3000000000000025 2.3450000000000011 1.5000000000000002 9.1000000000000014 2.5350000000000006 5.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 -2 5 -5 -6 12 9 10 11 -9 13 16 15 -15 17 -1 -4 right_child=1 -3 18 4 6 -7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 leaf_value=-4.1832437682885981e-06 -0.014933490588927652 -0.022052962743739378 -0.0072330201600797209 0.014774052494315845 0.0022926939951127883 -0.022176126784764778 0.031428687519047212 -0.010054398093079309 0.02169537785628755 0.016044945403003396 -0.017084263351612464 0.010612952479799889 0.0092456014201473952 -0.017389263254742555 0.013785002146962131 -0.001725867530753003 0.011449967793059268 -0.0090708162041308726 -0.022559004830942198 leaf_weight=7709.8767529446632 2.9138014316558882 2.266643180511891 1.6905052447691553 2.8021880313754082 3.0694348774850368 2.896495989523828 2.8810908421874046 3.4642147831618839 2.8566007986664763 3.7929031513631335 3.4263785630464545 5.8493331409990788 5.5364617556333533 7.655978271737701 4.2690809965133658 10.329381786286829 7.5191503241658202 7.7325093783438197 1.8821057211607692 leaf_count=26476 22 35 24 16 30 30 17 20 16 28 24 35 23 40 24 43 34 62 18 internal_value=-5.01877e-06 -0.00359923 -0.00129283 0.00214513 0.00641698 -0.00400678 0.0163996 4.41603e-06 0.00472128 0.00178843 -0.00245598 0.00292564 -7.38047e-06 -1.39929e-05 -0.00413893 -0.00839344 -2.10979e-06 -1.32674e-05 -0.015307 internal_weight=7792.71 20.4023 18.1356 14.563 11.6492 5.69868 5.95053 7772.31 19.3894 16.5328 12.7399 9.31355 7752.92 7747.38 22.2544 17.9854 7725.13 7717.61 3.57261 internal_count=27017 192 157 115 93 46 47 26825 123 107 79 55 26702 26679 107 83 26572 26538 42 is_linear=0 shrinkage=0.03 Tree=1146 num_leaves=31 num_cat=0 split_feature=11 8 5 5 8 7 4 10 5 9 6 3 3 13 5 5 10 8 2 9 5 10 7 6 13 9 5 11 2 8 split_gain=0.283226 2.41971 3.87289 4.39972 3.12334 2.03302 2.13871 2.05023 1.95557 1.7023 1.62823 2.4926 2.64376 2.70353 2.45943 1.87336 1.15016 0.594307 3.6555 2.96802 2.75509 2.24919 2.21144 2.69181 4.00835 2.18408 2.17378 2.162 1.95547 3.23597 threshold=-1.4999999999999996 3.9000000000000004 1.5350000000000008 1.1150000000000009 3.1000000000000005 1.3 1.2350000000000005 0.33333333333333326 1.3650000000000007 6.1000000000000005 0.50000000000000011 2.7000000000000006 2.1000000000000005 1.7000000000000004 1.5050000000000006 2.3950000000000009 1.0000000180025095e-35 4.1000000000000005 0.50000000000000011 8.5000000000000018 2.3550000000000009 2.5000000000000004 2.5000000000000004 1.5000000000000002 2.9000000000000008 8.9000000000000021 2.0850000000000013 -0.83333333333333315 0.50000000000000011 5.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 9 -6 -4 16 12 13 -12 -14 -13 -3 18 22 21 26 27 23 24 -2 28 -21 -20 29 -19 right_child=17 10 5 4 8 6 -8 -9 -10 -11 11 15 14 -15 -16 -17 -18 25 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.009056331436172781 0.0039119196347005784 0.016930782000739306 0.00085412606427562386 0.0011953089107927563 0.012990981181351063 -0.017237960343125126 0.001037484667154108 -0.0079601843534800355 0.027965304675344672 0.019813023214630205 -0.011146598409633283 -0.022023601724143572 0.024007935772159605 -0.00051397140534169565 0.0034909322040403779 0.0012970562417829686 -0.00010118455459245228 -0.0039604909396576595 -0.0032661789070486222 0.007960842975183997 -0.0089441410760809532 -0.017535978655171473 0.018912416918869506 -0.00064134604335869055 0.021661219674540298 -0.0062710990610557868 0.029682937623653097 -0.0004621417391043777 0.00030412851603378002 0.0024249422395060073 leaf_weight=8.850116550922392 69.409821569919586 7.9355489164590818 8.4752015322446876 12.320499390363691 19.862703859806061 11.210652723908426 11.860101893544195 8.0763310641050321 12.977447807788847 8.574914161115883 23.896991237998009 8.640023045241831 6.4172408729791632 216.60523324459791 29.117241501808167 4.8350115809589616 6.4840814024209976 237.36740447580814 283.69646804407239 12.446189187467104 5.5108084566891185 7.2682674825191489 8.1737935841083509 90.303022481501102 13.71345606446266 47.706224326044321 6.2175014466047278 1938.2508394606411 5731.6862102858722 102.1732617020607 leaf_count=26 219 25 32 37 57 39 38 33 38 34 75 42 19 644 101 27 21 738 863 41 32 22 23 297 38 184 24 5839 17103 306 internal_value=1.85135e-06 0.000775916 0.00476902 0.0102856 0.014076 -0.00141293 -0.00784301 0.00449108 0.0189084 0.010389 -0.000566912 -0.00105696 -0.000441927 -0.00157046 0.00719614 -0.0136559 0.00927201 -3.49011e-05 -0.000431301 -0.00076128 0.00969395 -0.00087466 0.00366325 0.00294454 0.00684015 0.000122844 0.0151972 -0.000820159 0.000173086 -0.00203901 internal_weight=8960.06 406.139 102.208 54.0108 45.1607 48.1972 23.0708 25.1264 32.8402 17.0501 303.931 289.512 276.037 240.502 35.5345 13.475 14.4196 8553.92 2434.99 2253.39 24.1745 2229.22 181.6 173.426 83.1233 6118.93 18.6637 2221.95 6071.23 339.541 internal_count=27017 1288 334 158 132 176 77 99 95 66 954 908 839 719 120 69 46 25729 7398 6821 97 6724 577 554 257 18331 65 6702 18147 1044 is_linear=0 shrinkage=0.03 Tree=1147 num_leaves=31 num_cat=0 split_feature=8 0 4 2 6 6 6 9 9 2 11 4 8 10 6 7 8 11 6 10 4 8 13 6 8 7 8 3 5 10 split_gain=0.254608 1.23913 2.04264 2.80128 3.36365 5.47647 3.18378 3.36089 2.36156 2.05862 3.72759 1.64801 2.46768 2.44866 3.71549 1.79112 1.74756 4.03983 2.45574 1.56375 1.46257 1.43236 0.692972 0.598396 1.50587 0.660404 0.562208 4.4199 3.84912 3.256 threshold=2.9000000000000004 350.00000000000006 1.1250000000000007 0.90000000000000013 2.1000000000000005 1.7000000000000004 0.90000000000000013 2.7000000000000006 3.7000000000000006 1.3 -0.66666666666666663 1.6400000000000006 2.7000000000000006 0.83333333333333337 2.3000000000000003 1.3 2.5000000000000004 1.5000000000000004 1.9000000000000001 1.0000000180025095e-35 0.8650000000000001 2.7000000000000006 5.9000000000000012 1.0000000180025095e-35 5.7000000000000002 1.3 3.3000000000000003 1.7000000000000004 1.1050000000000006 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 2 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 -4 19 -11 12 16 14 -14 -15 18 -18 -3 -10 -6 -13 23 24 25 -2 27 28 -25 -29 right_child=22 11 8 6 20 -7 7 -9 9 10 -12 21 13 15 -16 -17 17 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 29 -30 -31 leaf_value=0.002333070936376629 -0.023495216831188964 -0.0028705628420876111 0.0067772598095692804 0.012305184887093418 -0.018038018200730779 0.031361602488639562 0.0088908764016838553 -0.014204606793331145 -0.010089731667046102 0.013939475564395211 -0.011640235811074149 0.00096889220621020641 -0.003648697159998558 0.01866267521078081 -0.023912607119962227 -0.0027935284610669893 0.0035230093607037838 0.029531904157003731 0.0060576930440250773 -0.025633073711425376 0.0028826908036548838 0.021576545187466146 0.0083360780147565192 0.0055786815109505564 0.0064053691911297832 -0.0050738933121608817 -2.2020828216378311e-05 0.0093053065097037559 -0.0023407270958058111 -0.0023156170186272285 leaf_weight=17.939865946769718 3.9976651333272439 90.844500534236431 8.9649219363927823 7.4982014149427405 5.8665022552013379 8.6788213998079282 7.2005904316902152 26.691517852246761 15.114256121218206 7.4223810583353069 16.580702647566795 6.1183223575353605 78.061242684721947 6.8844561129808408 9.0920068025588971 7.1259270459413528 60.841892376542091 5.8956081271171561 39.905793726444244 9.478571489453314 6.1711922287940979 6.0246420055627823 9.0661197677254659 70.107395246624947 4.7379223927855492 3.1172783747315407 6532.4228800833225 82.284539580345154 260.38450008630753 29.471140868961811 leaf_count=62 25 339 33 29 22 27 29 103 61 29 65 21 273 22 33 24 207 18 142 39 21 22 36 231 29 17 23806 286 862 104 internal_value=2.9514e-06 -0.000690047 -0.00306012 3.93532e-05 0.00584655 0.0117976 -0.00538426 -0.00929783 -0.00737038 -0.00998032 -0.00373032 0.000359327 -8.11724e-05 -0.00389131 -0.00576267 0.00774967 0.00187058 0.00582064 -0.000145604 -0.0160804 -0.0073129 0.0111932 4.73711e-05 3.66152e-05 -0.00669835 -0.0154243 4.80607e-05 0.00108323 -0.000660779 0.00624075 internal_weight=7443.99 448.402 137.608 80.0467 38.6564 26.6187 41.3903 33.8921 57.5608 48.5959 24.0031 310.794 298.651 101.164 87.1532 14.0104 197.488 66.7375 130.75 24.5928 12.0377 12.143 6995.59 6986.52 11.8529 7.11494 6974.67 442.248 330.492 111.756 internal_count=27017 1621 520 293 132 89 161 132 227 194 94 1101 1058 352 306 46 706 225 481 100 43 43 25396 25360 71 42 25289 1483 1093 390 is_linear=0 shrinkage=0.03 Tree=1148 num_leaves=31 num_cat=0 split_feature=13 9 6 5 8 4 10 8 4 5 5 4 5 13 10 9 4 0 10 5 11 4 2 9 5 6 10 6 11 5 split_gain=0.286639 1.59227 1.49337 3.47876 1.77305 1.80761 1.70631 3.04279 1.99353 1.88787 2.7196 2.52449 1.02401 0.958957 2.7073 2.99177 2.54961 2.59339 2.05174 3.13933 2.45414 1.95965 2.01243 2.48601 1.10654 2.05804 2.00074 1.87906 2.21436 1.81584 threshold=2.3000000000000007 2.1000000000000005 1.5000000000000002 2.3950000000000009 2.5000000000000004 0.88500000000000023 -1.0000000180025095e-35 2.1000000000000005 0.95000000000000018 1.8450000000000004 1.7950000000000002 0.89000000000000024 0.54500000000000015 2.7000000000000006 0.83333333333333337 6.5000000000000009 2.1450000000000009 200.00000000000003 0.33333333333333326 1.9350000000000005 1.1666666666666672 0.89000000000000024 0.70000000000000007 6.9000000000000012 2.1350000000000011 2.7000000000000006 -1.0000000180025095e-35 2.5000000000000004 -0.33333333333333331 2.1250000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 6 4 -4 -6 9 -8 -9 10 -3 -11 -1 14 15 18 17 -17 20 -20 -2 -16 -23 -24 29 27 -27 28 -26 -15 right_child=13 2 3 -5 5 -7 7 8 -10 11 -12 -13 -14 24 21 16 -18 -19 19 -21 -22 22 23 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00133619160787935 0.00079629297880043999 0.0012644116951879753 0.011459540474735788 0.013792912120854019 -0.018683177342492169 -0.0038428394527319464 -0.015952632038035125 0.0041650816011475963 -0.00089798061046484886 -0.018504593767237044 0.010133596099877748 -0.00080309402146563024 -0.023596130521781479 -4.0212564851752923e-05 -0.017960435415209957 -0.0019197666640971647 -0.013480881374539266 0.0057402879454246849 -0.0043141313136333638 0.0071552306657884845 -0.0046942412764854379 -0.010987411477830503 0.0057468794299073136 -0.0028639586849012861 -0.0069701190552370184 0.02266006027132788 -0.0011035277154713152 -0.014033925052514509 -1.865811897162488e-05 0.01269287428797612 leaf_weight=3.2706983759999266 688.49820688273758 734.19338822737336 6.4677238166332236 10.588669233024119 7.762960970401763 152.47284767776728 11.735175937414168 74.251696720719337 1219.5551543012261 7.4627719521522513 32.492852456867695 255.50120005942881 4.3120635338127613 3578.3190248282626 3.7270136773586264 52.294269368052483 7.8628146909177294 166.20358237624168 197.22988653276116 24.103219464421272 81.993190746754408 7.8478016555309287 201.01983227208257 35.505309224128723 60.055388130247593 5.7145819067955017 7.2139902263879758 12.879409685730932 131.6503266915679 10.108309447765349 leaf_count=14 2405 2719 18 43 23 470 35 222 4414 21 102 798 32 12355 12 154 35 509 719 72 287 24 729 114 182 21 23 39 395 31 internal_value=-4.94828e-06 -0.000268125 -0.000226698 -0.00288112 -0.00394022 -0.00456181 -2.5169e-05 -0.000745345 -0.000607411 0.000887976 0.0016403 -0.00130545 -0.0139947 0.000120847 0.000772694 0.000190944 0.00330299 0.00390697 -0.000519307 -0.00306512 0.000212008 0.00362912 0.00395839 0.00445429 -0.000130285 -0.00220798 0.00940026 -0.00294155 -0.00219633 -4.34449e-06 internal_weight=7792.29 2520.07 2512.48 177.292 166.704 160.236 2335.19 1305.54 1293.81 1029.65 766.686 262.964 7.58276 5272.23 1466.29 1218.19 226.361 218.498 991.825 221.333 770.491 248.1 244.373 236.525 3805.94 217.514 12.9286 204.585 191.706 3588.43 internal_count=27017 8911 8865 554 511 493 8311 4671 4636 3640 2821 819 46 18106 5060 4181 698 663 3483 791 2692 879 867 843 13046 660 44 616 577 12386 is_linear=0 shrinkage=0.03 Tree=1149 num_leaves=16 num_cat=0 split_feature=9 5 10 4 5 8 0 2 3 5 0 6 7 10 12 split_gain=0.303651 0.326718 2.2208 2.0304 2.68254 1.68272 3.6532 1.67827 1.50979 1.13661 2.3502 2.11073 1.99993 0.724039 0.97582 threshold=10.500000000000002 2.1250000000000009 -2.1666666666666656 0.88500000000000023 2.3150000000000008 7.9000000000000012 350.00000000000006 2.5000000000000004 3.5000000000000004 2.0250000000000008 525.00000000000011 0.70000000000000007 0.70000000000000007 -3.1666666666666661 5.700000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 -3 4 -4 7 -7 -5 9 13 11 -11 -12 -1 -15 right_child=-2 2 3 5 -6 6 -8 -9 -10 10 12 -13 -14 14 -16 leaf_value=-0.0091103725071791618 -0.0067410545603329838 0.013764463074149753 0.023699928751833226 0.00021572874337330447 -0.0024644916377151369 -0.011840632974620924 0.012897292930667832 -0.0063511328453342026 0.013778013945970455 0.0086582577907939173 -0.018792643176697359 -0.0017544273299914838 -0.0046402033974909445 5.1748405051353646e-07 0.008304880490015638 leaf_weight=7.8355471938848487 6.0065546762198201 11.521068297326563 7.6436453461647016 418.56877168081701 6.5477139540016651 7.0415362566709545 22.669092625379562 38.224556837230921 7.112368367612361 20.287016868591309 11.436499260365961 128.48707912117243 41.950275264680386 8211.353307120502 12.754803862422703 leaf_count=24 31 39 29 1698 34 23 73 132 27 62 56 463 148 24128 50 internal_value=1.90466e-06 6.42828e-06 0.000742109 0.000442462 0.011628 0.000116179 0.00703431 -0.000333788 -3.82131e-05 -4.98641e-05 -0.0022722 -0.000334541 -0.00767193 4.71233e-06 1.33968e-05 internal_weight=8959.44 8953.43 512.216 500.695 14.1914 486.504 29.7106 456.793 8441.22 8434.1 202.161 148.774 53.3868 8231.94 8224.11 internal_count=27017 26986 2028 1989 63 1926 96 1830 24958 24931 729 525 204 24202 24178 is_linear=0 shrinkage=0.03 Tree=1150 num_leaves=31 num_cat=0 split_feature=5 5 2 4 13 4 7 4 5 7 13 0 10 13 2 12 10 11 5 6 8 6 5 8 7 9 5 11 9 4 split_gain=0.258258 1.73913 1.60972 3.32715 1.44051 1.69499 1.32423 1.38343 1.17463 1.33505 2.65852 1.53827 4.25996 1.84841 0.920042 1.48022 0.983336 0.889397 0.772475 4.52011 1.42974 1.3852 0.970118 2.06023 3.5744 2.88118 1.66319 4.07836 1.06735 0.38025 threshold=0.88500000000000023 0.8650000000000001 2.5000000000000004 1.9100000000000006 2.1000000000000005 1.1550000000000007 2.9000000000000004 1.8300000000000005 0.92500000000000027 0.70000000000000007 1.9000000000000001 350.00000000000006 1.0000000180025095e-35 3.5000000000000004 1.3 1.7000000000000004 1.0000000180025095e-35 -0.66666666666666619 0.93000000000000027 1.9000000000000001 4.5000000000000009 1.1000000000000003 0.97000000000000031 6.5000000000000009 1.5000000000000002 4.1000000000000005 0.98000000000000043 1.0000000180025095e-35 1.7000000000000004 1.1750000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -6 7 -1 9 -2 -11 12 -12 -13 15 -7 -16 -5 19 20 29 -22 23 25 -25 -20 27 -24 -28 -10 right_child=8 4 -4 17 5 14 -8 -9 18 10 11 13 -14 -15 16 -17 -18 -19 22 -21 21 -23 26 24 -26 -27 28 -29 -30 -31 leaf_value=-0.00048766210470466522 -0.0082518043749025931 0.0040549007610624068 0.013754044875720614 -0.0032823841321572597 -0.022093035693715804 -0.010194485823473267 0.012489290329979367 0.014194446232688411 -0.025288388743414113 0.022633805888264649 0.0070640919731957321 0.0096427708818858007 -0.016517889930491841 -0.0031124332903165698 -0.023942220499022553 0.0099328117919748552 -0.0033608040706500355 -0.022781852708018829 -0.0029901032800186502 0.017822135266405498 -0.014883875828358796 0.0049696032890133648 -0.015383543220491106 -0.0024872411045348602 0.028600377262430903 0.0074130924284122627 0.010683324039018508 0.0037945524592808309 -1.0230036653312411e-05 -0.013615940421134738 leaf_weight=189.38037569075823 8.1286700665950757 8.416285537183283 7.4937345609068862 2.9691224172711372 7.7173575460910824 7.0313928872346896 7.8991092666983596 5.9576375260949126 5.1009913533926063 6.6863854974508277 16.741897650063041 36.485433503985405 11.720870390534399 14.206415340304373 4.1175745576620084 6.1777838915586472 4.2413251250982285 7.2350875958800298 58.292557284235954 6.193144664168357 5.9861273914575559 6.7061966210603714 20.693326845765114 6.3373826965689641 7.0113133639097214 40.680034317076206 8.4107584208250028 19.275727778673172 6901.3470519129187 4.9485763013362885 leaf_count=701 32 32 35 18 30 25 28 27 21 21 58 129 43 50 22 20 20 50 207 19 30 26 89 28 29 134 26 71 24976 20 internal_value=2.77788e-06 -0.000928595 8.76306e-05 -0.000392185 -0.00688376 -0.0100274 0.000447094 -3.98707e-05 3.63045e-05 0.00336841 0.00446878 0.00293434 -0.00264689 0.00606812 -0.00571014 -0.000781174 -0.0134992 -0.0171081 -7.85256e-06 -0.00489959 -0.0110872 -0.00439397 1.21902e-05 0.00277799 0.0138413 0.00128585 -3.25106e-05 -0.00613459 2.78647e-06 -0.0195407 internal_weight=7443.59 258.637 220.935 213.441 37.7017 29.2854 203.237 195.338 7184.95 93.9697 85.841 79.1546 28.4628 50.6918 21.5681 13.2092 8.3589 10.2042 7090.98 28.935 22.7419 12.6923 7062.05 112.321 13.3487 98.9726 6949.73 39.9691 6909.76 10.0496 internal_count=27017 1008 859 824 149 117 756 728 26009 333 301 280 101 179 87 45 42 68 25676 116 97 56 25560 398 57 341 25162 160 25002 41 is_linear=0 shrinkage=0.03 Tree=1151 num_leaves=14 num_cat=0 split_feature=9 8 9 4 5 12 9 4 5 0 4 0 12 split_gain=0.287836 1.8551 1.50393 0.462951 3.28094 4.60264 3.62207 0.470825 2.62782 2.87522 0.846041 8.30871 0.779525 threshold=1.5000000000000002 2.9000000000000004 1.7000000000000004 0.68500000000000016 1.8750000000000002 2.1000000000000005 3.9000000000000004 0.80000000000000038 0.93000000000000027 350.00000000000006 0.82000000000000028 525.00000000000011 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 5 6 -4 8 -5 -10 11 -9 -12 right_child=2 -3 3 7 -6 -7 -8 10 9 -11 12 -13 -14 leaf_value=-0.0056668604284835205 -0.013221267627871415 0.019264788652465975 -0.014149590740083364 -0.022066370969141626 -0.014949435720365147 0.020995930067107541 0.0064161051624293079 -0.0049634945549362633 0.0048375834728278042 -0.0045315621648441698 0.0036179932779165039 0.024120025544374982 -3.6723462668620484e-05 leaf_weight=6.372950114309786 7.7492393851280204 4.6428311867639422 11.093695759773253 5.5187637209892264 8.1468562781810743 12.902626633644102 25.250771403312683 27.67273336648941 48.049140900373459 76.27545091509819 52.89568093419075 12.990770429372786 7492.322852442041 leaf_count=27 39 23 35 20 24 37 74 82 141 225 172 40 26078 internal_value=-4.84376e-06 0.0048411 -1.17044e-05 1.46456e-06 0.00268586 0.00560323 0.000138683 -1.85035e-05 -0.00180975 -0.000910562 1.21563e-05 0.00432782 -1.11021e-05 internal_weight=7791.88 11.0158 7780.87 7773.12 57.394 49.2471 36.3445 7715.73 129.843 124.325 7585.88 40.6635 7545.22 internal_count=27017 50 26967 26928 170 146 109 26758 386 366 26372 122 26250 is_linear=0 shrinkage=0.03 Tree=1152 num_leaves=16 num_cat=0 split_feature=13 6 11 7 5 4 3 5 13 12 5 11 12 3 12 split_gain=0.284988 0.32571 1.57711 0.3263 1.85801 2.15976 1.68103 1.48473 1.50371 0.489554 1.02861 1.58982 0.590185 1.89437 0.976561 threshold=6.1000000000000005 3.5000000000000004 1.0000000180025095e-35 0.3000000000000001 2.1050000000000009 0.90000000000000036 0.90000000000000013 2.2350000000000008 1.7000000000000004 6.1000000000000005 1.9900000000000002 0.83333333333333337 5.3000000000000016 3.1000000000000005 4.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 -1 -7 -6 -9 12 -11 -12 14 -14 -5 right_child=-2 2 -4 9 7 6 -8 8 -10 10 11 -13 13 -15 -16 leaf_value=0.015202994029586483 0.0056083679182052995 -0.016715789331787183 0.0043486753138266042 4.5398588921175506e-05 0.015546470800157872 0.0040207530832400609 -0.0059549321627844799 0.0061124793088791181 -0.015466722307905779 0.0059678877127034057 -0.019649942325853861 0.0047899585862927656 0.0066670048934192681 -0.0049404524185197836 -0.0033013341229416494 leaf_weight=5.4736610203981391 8.15277351438999 5.6270872205495817 7.4132678359746933 8653.3718352857977 9.2024086937308329 18.584573566913605 83.556378677487373 10.510407395660875 4.0170241724699727 4.9030117169022551 6.5548252537846547 3.7750912681221962 40.388850819319487 18.427655866369605 79.187363673001528 leaf_count=20 25 22 25 25838 35 55 305 46 31 18 34 22 149 90 302 internal_value=1.96974e-06 -3.1367e-06 -0.00474092 3.77567e-06 -0.00148048 -0.00315601 -0.00413985 0.00611801 0.000145549 2.59123e-05 -0.00534755 -0.0107183 3.5223e-05 0.0030303 1.50502e-05 internal_weight=8959.15 8950.99 13.0404 8937.95 131.344 107.615 102.141 23.7298 14.5274 8806.61 15.2329 10.3299 8791.38 58.8165 8732.56 internal_count=27017 26992 47 26945 492 380 360 112 77 26453 74 56 26379 239 26140 is_linear=0 shrinkage=0.03 Tree=1153 num_leaves=31 num_cat=0 split_feature=4 4 12 0 2 7 11 5 3 5 11 10 11 2 13 6 11 9 11 12 5 3 13 9 13 4 4 5 2 11 split_gain=0.25227 1.63558 2.77858 4.89611 2.8925 2.76811 3.42841 4.62247 2.92371 3.76479 3.63442 2.71464 2.30312 2.28207 2.06038 2.61708 3.4983 2.42167 2.02205 1.76043 3.80736 3.91444 2.06724 2.85999 2.65488 1.41774 1.3866 1.28892 2.96438 2.55679 threshold=1.3650000000000009 1.2550000000000006 3.9000000000000008 475.00000000000006 1.7000000000000004 1.5000000000000002 1.0000000180025095e-35 2.1450000000000009 2.1000000000000005 1.7150000000000005 0.83333333333333337 -1.0000000180025095e-35 0.33333333333333326 0.70000000000000007 1.5000000000000002 0.70000000000000007 1.0000000180025095e-35 3.7000000000000006 -0.83333333333333315 3.5000000000000004 1.2550000000000006 2.5000000000000004 4.1000000000000005 6.5000000000000009 3.5000000000000004 1.3050000000000008 1.1850000000000007 1.3750000000000007 0.3000000000000001 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 5 4 11 6 13 -8 9 -7 -10 -4 25 -3 15 16 17 -1 -17 22 -21 -22 24 -24 -16 -5 -20 28 -2 -30 right_child=27 2 3 12 -6 8 7 -9 10 -11 -12 -13 -14 -15 19 18 -18 -19 26 20 21 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0090876876402747175 0.020026024533747099 -0.0074575591748581044 0.028580998390481848 0.0060994372321242409 -0.008136564687469065 0.0044495772235709358 0.003940575196598327 -0.01338702845395269 0.026494434244611086 -0.0048143410452119338 -0.0018842263596932354 0.00056921580567931068 -0.023574420945439104 -0.00060265713127083485 -6.3624051899875889e-05 0.0045418846258532108 0.0068121672723413457 -0.0107479593843537 -0.0093857174374728826 -0.0208470365364858 0.01025985235498228 4.8930308298053787e-05 0.0035052721809064082 -0.010271581426338314 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0.0138583 -0.0151238 -0.0017057 -0.000218898 -0.00417813 -0.00041242 -0.00689766 -0.00972034 -2.81219e-05 0.00315541 0.00412957 -0.00024061 0.00256538 -0.000542599 -0.005127 -0.012515 -0.000158367 -0.000848996 -0.000933296 internal_weight=7443.28 3417.95 962.932 46.4796 21.9433 916.452 579.141 255.419 337.311 320.027 17.2839 12.4874 24.5363 323.722 2455.02 112.857 67.1986 35.4112 45.6588 2342.16 146.548 140.833 2195.61 213.338 1982.27 11.2399 38.178 4025.34 1516.08 1509.98 internal_count=27017 11743 3269 186 84 3083 1960 858 1123 1067 56 49 102 1102 8474 404 233 129 171 8070 566 542 7504 717 6787 47 144 15274 6021 6001 is_linear=0 shrinkage=0.03 Tree=1154 num_leaves=31 num_cat=0 split_feature=3 4 7 12 11 13 4 8 5 5 8 3 11 9 4 10 0 7 13 8 9 5 0 12 11 4 6 0 5 13 split_gain=0.291065 2.00127 2.83732 1.63983 3.41942 3.49478 2.94659 1.62926 1.3999 2.98992 2.42544 0.615729 3.10307 2.98918 3.91536 3.93344 3.86417 3.77135 3.41571 2.54526 1.63226 2.91692 2.38089 1.12949 5.41741 5.55156 5.38561 4.64162 2.72068 3.03191 threshold=0.3000000000000001 1.8550000000000004 1.7000000000000004 1.1000000000000003 -1.0000000180025095e-35 2.7000000000000006 1.2450000000000008 3.3000000000000003 0.88500000000000023 0.76500000000000024 3.9000000000000004 0.50000000000000011 0.50000000000000022 5.3000000000000016 1.6350000000000005 0.50000000000000022 575.00000000000011 2.3000000000000003 3.3000000000000007 4.5000000000000009 5.9000000000000012 1.0750000000000008 475.00000000000006 1.3000000000000003 -1.0000000180025095e-35 1.195000000000001 2.1000000000000005 350.00000000000006 1.6050000000000004 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 6 -6 -1 -5 9 -9 -10 12 13 17 16 -16 -15 18 -2 -19 21 -14 -23 24 28 26 -26 -27 29 -13 right_child=11 2 -4 7 5 -7 -8 8 10 -11 -12 23 20 14 15 -17 -18 19 -20 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31 leaf_value=0.022866345157769214 0.0014240699564197774 0.021809421416174337 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11.230552751570938 5.3788779973983756 9.3660869449377078 9.6179443262517434 7228.9802304888144 50.946549914777279 11.313988372683527 10.368881449103354 19.815069809556007 11.038225978612898 48.544883593916893 leaf_count=32 453 41 24 32 22 34 31 28 31 25 161 76 52 158 51 23 31 28 143 50 20 33 40 24908 168 36 31 65 33 157 internal_value=-4.71896e-06 -0.0015557 0.0112883 -0.00286144 0.00257611 -0.00787227 0.0114983 -0.0056456 -0.0075143 0.00267754 -0.00972606 1.69577e-05 0.00139896 0.00259381 0.00756736 0.0204565 0.00393595 0.00038262 -0.00120874 0.0129781 -0.00696091 -0.00419703 0.00284217 -3.52241e-05 -0.00241151 0.00258846 -0.00264979 0.0129063 -0.00795993 -0.00584109 internal_weight=7791.72 107.397 9.91054 97.4862 33.0123 15.2056 17.8067 64.4739 55.892 9.96644 45.9256 7684.32 279.589 244.625 75.2864 16.5489 58.7375 169.339 150.344 18.995 34.9636 29.5847 18.984 7404.73 175.751 92.4445 61.3154 31.1291 83.3064 72.2682 internal_count=27017 461 65 396 119 56 63 277 245 53 192 26556 1082 937 263 74 189 674 596 78 145 125 73 25474 566 300 199 101 266 233 is_linear=0 shrinkage=0.03 Tree=1155 num_leaves=25 num_cat=0 split_feature=13 5 0 3 5 5 10 7 12 8 5 0 8 8 2 5 6 13 13 3 0 9 0 2 split_gain=0.283649 2.34451 1.45977 1.65503 2.09158 2.33194 1.25466 0.406946 3.10208 2.09621 0.467127 3.34254 2.82093 4.3463 3.98059 2.63915 4.41312 2.01964 2.0028 2.91016 2.02949 1.74494 1.87634 1.47576 threshold=5.3000000000000016 1.6500000000000004 350.00000000000006 0.70000000000000007 1.2650000000000006 1.4650000000000007 0.33333333333333326 3.3000000000000003 2.1000000000000005 5.5000000000000009 1.6400000000000006 200.00000000000003 4.1000000000000005 5.9000000000000012 0.90000000000000013 1.6600000000000006 0.90000000000000013 4.9000000000000012 4.9000000000000012 1.1000000000000003 525.00000000000011 8.9000000000000021 200.00000000000003 0.90000000000000013 decision_type=2 2 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 6 -4 -5 -6 -2 10 -9 -10 18 12 14 -14 -12 16 -13 -17 21 23 -21 22 -1 -20 right_child=1 -3 3 4 5 -7 -8 8 9 -11 11 15 13 -15 -16 17 -18 -19 19 20 -22 -23 -24 -25 leaf_value=-0.001064212075739257 0.0048773967071512455 -0.012289135777783259 -0.012280384988633221 0.017153218286538902 -0.01290659087700159 0.010407387466330718 0.02020548518879868 0.010066418571997672 -0.023541432391596912 0.00077877204191580877 -0.0021534119233077211 0.0156409075611493 -0.00092499219587072873 0.006045131580492356 0.011676419278669825 -0.00047352048480486342 0.0011909828768102812 0.011938220729514479 -0.0090331863402520994 -0.021505573263331315 -0.0013447463322715798 0.014200923831055121 0.00017515568355358033 0.0038853155681494275 leaf_weight=1425.1948852539062 12.500908955931665 8.7265677750110608 7.1157320737838772 7.6052128225564983 8.2929283678531629 7.2254745811223975 7.8079619854688636 8.4214011281728762 7.5589858442544919 5.518095500767231 26.855602338910103 24.312763974070549 230.32700771093369 123.78895270824432 61.912618018686771 2013.8466176930815 87.413162618875504 11.868669018149374 12.178363025188444 13.617163613438608 6.707256168127059 7.6795241683721533 4809.2194129377604 22.96848338842392 leaf_count=4009 38 27 21 23 25 21 23 24 22 22 89 73 700 360 197 6798 263 37 37 43 20 23 14057 65 internal_value=2.09353e-06 0.0020705 0.00454952 0.00037153 0.00426485 -0.00205144 0.0107704 -1.16832e-05 -0.00413418 -0.0132791 -1.70023e-06 0.000338264 0.00271032 0.00151157 0.00749239 -0.000153233 0.00433544 -0.0004008 -0.000140995 -0.00581624 -0.0148523 -9.05611e-05 -0.000108165 -0.000590938 internal_weight=8958.66 59.2748 50.5482 30.2393 23.1236 15.5184 20.3089 8899.39 21.4985 13.0771 8877.89 2580.33 442.884 354.116 88.7682 2137.44 111.726 2025.72 6297.57 55.4713 20.3244 6242.09 6234.41 35.1468 internal_count=27017 178 151 90 69 46 61 26839 68 44 26771 8517 1346 1060 286 7171 336 6835 18254 165 63 18089 18066 102 is_linear=0 shrinkage=0.03 Tree=1156 num_leaves=31 num_cat=0 split_feature=5 5 9 3 10 4 3 12 12 0 7 8 10 8 6 4 3 5 11 3 13 12 4 8 8 5 10 13 11 8 split_gain=0.251361 3.26342 5.35583 3.12272 3.33023 3.16213 2.87849 2.54214 4.29407 2.52915 1.98946 1.90735 2.11421 4.13821 1.89733 1.68137 1.65506 1.53231 4.45213 2.43182 1.66788 2.17519 1.4655 1.01785 2.53337 3.64418 3.19148 3.37218 2.86045 2.31818 threshold=2.0450000000000008 2.0750000000000011 7.3000000000000016 1.7000000000000004 -1.0000000180025095e-35 1.1450000000000007 2.7000000000000006 2.3000000000000007 2.9000000000000008 350.00000000000006 1.3 7.5000000000000009 1.8333333333333339 5.3000000000000016 1.5000000000000002 0.89000000000000024 2.9000000000000004 2.0250000000000008 1.1666666666666672 1.3 1.9000000000000001 3.9000000000000008 2.0850000000000013 7.5000000000000009 7.7000000000000002 1.9000000000000004 -0.33333333333333331 3.1000000000000005 0.83333333333333337 6.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 6 4 9 -6 7 -2 -9 -3 -7 12 15 -14 16 -5 -13 23 19 -19 -21 -22 -11 29 26 -26 27 -25 -28 -1 right_child=1 3 -4 11 5 10 -8 8 -10 22 -12 14 13 -15 -16 -17 -18 18 -20 20 21 -23 -24 24 25 -27 28 -29 -30 -31 leaf_value=2.5427598184416428e-05 -0.0043079505866075139 -0.010895251383033659 -0.013255648884803354 -0.0087685521619557134 0.006731500550185605 -0.017862944025403213 -0.0080191472896090441 0.029575106714704775 0.0091531165369138304 0.0020097197774723271 -0.0054378120144076957 0.00079887490349939908 -0.0062654169117863515 0.027397038800291641 -0.023500850242930107 0.0013346944653468129 -0.018653375770505937 0.0061713585086059638 0.014217309347704245 -0.026334418233516749 -0.014963256214759147 0.0049344869318330032 0.017389706278497286 -0.0095125865370728913 -0.00082088690257863558 0.017201589790965269 0.0085080346424601418 0.018446844531223559 0.029481061088316579 -0.0029758743196034439 leaf_weight=6247.5278532654047 6.5521199852228156 12.120692566037176 10.030165851116179 15.351142831146715 8.8456495404243451 28.396341294050217 6.6062688380479804 13.711940824985502 28.582406513392925 29.265462122857571 19.60501766577363 19.5568899139762 5.7242166399955732 7.7185795865952969 4.9384111911058417 432.22909165546298 4.9286135472357264 7.1248513609170905 8.5429534465074521 6.8481393232941619 18.484643854200844 6.7503011077642432 6.888335481286048 14.880888946354391 177.94203426502645 10.704941436648367 29.92224744707346 5.2528129443526259 7.2758044078946105 240.53433007746935 leaf_count=22005 23 49 40 65 32 116 27 43 95 112 74 85 23 26 29 1728 26 25 30 26 71 27 25 72 877 43 120 21 29 1053 internal_value=2.43242e-06 0.000560846 0.0069177 -0.000138092 -0.00483025 -0.00975084 0.0105666 0.0130802 0.015774 0.000964143 -0.0127882 0.000867616 0.00134025 0.0130629 -0.00653783 0.000988173 -0.00311661 -5.19986e-05 -0.00540713 -0.00968306 -0.0132039 -0.00964065 0.00494005 -1.40255e-05 0.00188021 0.000201815 0.00740288 -0.00221807 0.0126103 -8.58408e-05 internal_weight=7442.84 661.051 65.4829 595.568 105.121 56.847 55.4527 48.8465 42.2943 48.2745 48.0014 490.447 461.023 13.4428 29.4239 447.58 24.4855 6781.79 47.7509 39.2079 32.0831 25.2349 36.1538 6734.04 245.979 188.647 57.3318 20.1337 37.1981 6488.06 internal_count=27017 2618 228 2390 408 222 188 161 138 186 190 1982 1842 49 140 1793 111 24399 179 149 124 98 137 24220 1162 920 242 93 149 23058 is_linear=0 shrinkage=0.03 Tree=1157 num_leaves=24 num_cat=0 split_feature=3 6 5 10 8 6 7 9 0 5 5 4 4 10 3 8 7 4 8 5 2 4 12 split_gain=0.289926 1.8577 0.350926 2.68267 2.15903 2.92552 2.84164 2.66011 1.79074 0.605754 2.41129 2.11176 2.14936 1.82655 4.59442 2.33542 1.68838 2.60362 1.22027 0.891641 3.47735 0.747972 0.159102 threshold=1.0000000180025095e-35 1.5000000000000002 0.76500000000000024 -1.1666666666666663 2.7000000000000006 1.7000000000000004 1.3 1.7000000000000004 525.00000000000011 0.87000000000000033 0.90500000000000014 1.0050000000000006 1.4550000000000007 -0.83333333333333315 0.70000000000000007 4.1000000000000005 2.3000000000000003 1.1550000000000007 4.9000000000000012 0.92500000000000027 0.90000000000000013 0.53500000000000014 1.7000000000000004 decision_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 -2 7 6 -6 -5 -7 13 11 -11 -13 14 22 -16 17 -15 -18 20 -12 -21 -4 right_child=2 -3 9 4 5 8 -8 -9 -10 10 19 12 -14 16 15 -17 18 -19 -20 21 -22 -23 -24 leaf_value=-0.017506376041293081 0.016362306329638601 0.0091497630581953669 -0.025855811732451797 -0.0060034094276309024 -0.013969660158814744 -0.024793248175569667 0.004008404420985219 0.021819485674296053 -0.0035888648887294635 0.0055228882052011843 -0.0070579794256176538 -0.014933083519241729 -0.0016785143748041635 0.012452339786496803 0.025356332109344574 -0.004434004805744074 -0.014012304000758109 0.0017730336086548906 0.0049342219556449086 -0.0082280311644437974 0.011328741427059336 1.8620634282292685e-05 -0.017945523191731108 leaf_weight=5.1174317654222232 6.4320992901921263 4.3558443412184715 4.5870599597692507 6.4777502790093404 11.803905077278612 10.302627071738241 24.003100820817053 5.9182704389095306 5.4969190657138816 11.037214189767836 14.70619213581085 25.145983129739761 19.587989535182714 28.319040291011333 3.9795778915286046 5.8499846532940865 8.017166964709757 74.858604269102216 4.9474028274416915 9.9116996824741346 24.984431643038988 7470.8356563458219 4.5665917620062828 leaf_count=38 35 21 18 27 68 48 129 20 26 36 52 105 102 96 16 32 36 315 24 29 114 25606 24 internal_value=-4.73089e-06 -0.00524979 1.65428e-06 -0.0021063 -0.00396235 -0.00666283 -0.00191813 0.00728016 -0.0174159 2.09082e-05 -1.46016e-05 -0.00622953 -0.00912921 0.00201187 -0.0066155 0.00762685 0.00342199 0.00470417 -0.00678213 3.14881e-05 0.00451608 7.69414e-06 -0.0219095 internal_weight=7791.24 9.47328 7781.77 70.4347 64.0026 51.6066 35.807 12.396 15.7995 7711.33 7576.21 55.7712 44.734 135.125 18.9832 9.82956 116.142 103.178 12.9646 7520.44 39.6906 7480.75 9.15365 internal_count=27017 59 26958 353 318 271 197 47 74 26605 26044 243 207 561 90 48 471 411 60 25801 166 25635 42 is_linear=0 shrinkage=0.03 Tree=1158 num_leaves=13 num_cat=0 split_feature=8 2 8 2 8 10 10 8 10 4 9 4 split_gain=0.277494 2.43374 0.522885 1.20298 0.385043 2.55709 1.44202 1.41027 1.09675 0.417859 1.03506 0.568735 threshold=10.100000000000001 1.7000000000000004 9.7000000000000011 1.7000000000000004 9.1000000000000014 0.33333333333333326 -0.49999999999999994 8.9000000000000021 -0.49999999999999994 2.8950000000000009 5.5000000000000009 2.3450000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 7 6 -6 9 -9 11 -11 -1 right_child=1 -3 3 -5 5 -7 -8 8 -10 10 -12 -13 leaf_value=-3.0661222063911127e-05 0.010168061009074162 -0.01465322144527882 -0.0049333986913173769 0.013412114777178814 -0.0034931086426595878 0.010208470560817568 -0.021187388315950902 0.018452808772263959 0.0025565430620872356 -0.012512401354192836 0.0036662280932712957 0.0017405836721194399 leaf_weight=8707.3585570864379 6.1691421121358863 8.3908087760210019 5.4245000481605512 7.9046366289258003 11.20774854719639 8.2044713646173459 6.5782195478677776 6.4376922696828869 9.9339797198772413 7.7912622317671758 6.5517668873071671 166.26853831857443 leaf_count=26067 19 29 16 32 39 31 22 21 36 29 24 652 internal_value=1.94363e-06 -0.00413629 8.68052e-06 0.00594612 -1.81516e-07 -0.00364634 -0.0100374 1.04611e-05 0.0088073 -5.74272e-06 -0.00512215 2.52727e-06 internal_weight=8958.22 14.56 8943.66 13.3291 8930.33 25.9904 17.786 8904.34 16.3717 8887.97 14.343 8873.63 internal_count=27017 48 26969 48 26921 92 61 26829 57 26772 53 26719 is_linear=0 shrinkage=0.03 Tree=1159 num_leaves=31 num_cat=0 split_feature=9 8 5 3 4 8 5 9 9 4 2 3 7 9 0 3 11 5 0 7 12 6 8 11 4 5 5 5 5 8 split_gain=0.254834 1.66318 3.67435 4.59888 4.35669 3.6351 3.5642 2.42574 2.36247 3.08738 2.223 2.27106 2.13236 1.9853 3.42714 3.71767 2.82854 3.59191 2.89058 1.82269 2.88332 1.81455 1.77174 1.67113 1.413 1.39678 1.7157 2.79017 3.04767 1.3391 threshold=6.9000000000000012 3.5000000000000004 1.9000000000000004 2.3000000000000003 1.2550000000000006 4.3000000000000016 2.0050000000000012 7.7000000000000002 7.3000000000000016 1.6100000000000005 1.7000000000000004 0.90000000000000013 1.3 7.3000000000000016 875.00000000000011 0.70000000000000007 -0.66666666666666619 1.5650000000000006 525.00000000000011 0.90000000000000013 2.7000000000000006 1.7000000000000004 3.1000000000000005 0.33333333333333326 1.0850000000000006 2.8450000000000011 2.725000000000001 2.5350000000000006 2.6050000000000009 3.1000000000000005 decision_type=2 2 2 2 2 2 2 2 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 10 7 24 6 8 12 9 -3 11 29 -4 14 15 -7 18 -18 -15 -8 -21 -10 -9 -13 -5 26 27 -1 -29 -2 right_child=1 5 3 4 -6 13 19 22 21 -11 -12 23 -14 16 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-2.6742881977146026e-05 -0.0029771425282990975 -0.010870252626253006 0.035046244136438795 -0.0037829892030071207 0.013239176596963406 -0.0093968304684501746 -0.020340202153910275 0.00029285308685308498 0.0055238794512763138 0.01112102232590651 0.014331707751063735 -0.013352243356841707 0.01194893933339637 0.0072709434386559286 -0.016143769003179285 0.0060015046870417529 0.0059652208467940648 -0.0037300385499322354 -0.0032603933542161272 -0.025397457124388512 -0.0017405607033238824 -0.0056975341602367082 0.021108458365567004 0.00020801451284855666 -0.024483062519740435 -0.013392896238750769 0.013918745501680216 -0.023585306149747635 0.00026787218895714344 0.015223683114408158 leaf_weight=6634.1235616765916 7.2028231173753721 32.822508320212364 9.0280183255672473 6.6756107583642024 10.845949880778788 15.538698174059389 14.412380844354628 8.9608283564448339 45.217382289469242 6.9647081643342963 7.0392224043607703 20.490756183862686 5.9802446961402884 72.165363028645515 7.4950641840696326 153.61016634851694 41.715257100760937 195.88322299532592 34.751935325562954 5.9901648610830334 20.523288309574127 18.185188293457031 6.244823306798934 13.613427296280859 5.343450240790844 7.0614053085446349 7.9117247015237799 9.4783016405999678 9.8106022104620916 7.3510385751724243 leaf_count=23907 25 114 32 30 42 59 69 38 156 24 23 76 20 268 38 564 151 778 145 25 80 64 23 46 26 36 34 53 48 23 internal_value=2.40575e-06 0.000517656 0.00395672 0.00960479 -0.00054609 -4.46496e-05 -0.0042617 0.0172867 -0.00129053 -0.0070207 -0.00142584 -0.00370545 0.0258428 0.00112149 0.00370734 0.00458695 -0.000204362 -0.00202784 0.00384788 -0.0117532 -0.00708535 0.00230534 0.00884163 -0.00793937 -0.0129859 -5.74033e-05 -4.32669e-05 -5.98695e-05 -0.0114533 0.00621595 internal_weight=7442.44 774.052 108.776 53.0789 22.865 665.275 144.116 30.2139 103.19 39.7872 55.6973 48.658 15.0083 521.16 176.644 169.149 344.516 237.598 106.917 40.9258 26.5135 63.4026 15.2057 34.1042 12.0191 6668.39 6661.32 6653.41 19.2889 14.5539 internal_count=27017 2939 404 211 98 2535 532 113 358 138 193 170 52 2003 661 623 1342 929 413 174 105 220 61 122 56 24078 24042 24008 101 48 is_linear=0 shrinkage=0.03 Tree=1160 num_leaves=21 num_cat=0 split_feature=5 10 8 8 10 12 7 2 6 9 7 2 3 8 12 10 12 8 6 0 split_gain=0.28754 0.32193 2.0237 2.75206 3.21382 2.997 2.36102 2.02086 1.93089 1.34833 1.13948 1.21919 1.18742 1.1865 2.34858 4.45877 1.88637 1.75662 2.03655 1.06342 threshold=3.2350000000000008 -0.99999999999999978 8.9000000000000021 6.1000000000000005 -2.1666666666666656 1.3000000000000003 3.1000000000000005 0.3000000000000001 0.90000000000000013 6.5000000000000009 3.3000000000000003 1.1000000000000003 0.90000000000000013 8.1000000000000014 2.1000000000000005 -1.0000000180025095e-35 2.3000000000000007 6.1000000000000005 0.3000000000000001 350.00000000000006 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 6 9 -6 7 -1 -4 -5 13 -12 -13 17 15 -15 -16 19 -19 -3 right_child=-2 10 8 4 5 -7 -8 -9 -10 -11 11 12 -14 14 16 -17 -18 18 -20 -21 leaf_value=-0.01157157015734463 -0.0064699459811065575 0.00084662228316101525 0.0019959253204256907 -0.01375468917184515 0.02403581186461521 0.0029153056528010853 0.017888876269344316 -0.00088886000859329068 -0.022313550017198459 0.0030283295312371256 -0.019538330666180218 -0.015176967177522618 0.0067851495825018669 0.028484611901663705 -0.016053181793325613 -0.00048055380065566567 0.0023199721217873272 0.0090146836279469122 -0.0013479217897923827 -4.2138278180771613e-05 leaf_weight=16.169323042035103 6.1859153956174842 1857.363983977586 4.9124274477362615 14.693749012425544 6.2078708559274665 232.96036562509835 5.9605483859777442 1110.7686237767339 7.326437696814537 6.0954279452562323 5.4280197396874419 3.601723235100506 5.7572696283459663 8.8062678053975123 5.3807368576526633 10.469453051686285 76.986215501092374 17.397503434680402 903.15240787342191 3485.2836657483131 leaf_count=49 21 5994 30 90 21 951 23 3827 35 25 25 22 35 30 22 36 409 95 3595 11682 internal_value=-4.533e-06 6.04567e-07 -0.000410475 -0.000303751 0.00248007 0.00346351 -0.000942533 -0.00104214 -0.0125562 -0.00883387 9.11436e-05 -0.00822707 -0.00166677 0.000110469 0.00332577 0.0127524 0.00111972 5.82891e-05 -0.00115208 0.000266838 internal_weight=7790.91 7784.72 1405.09 1392.86 259.957 239.168 1132.9 1126.94 12.2389 20.7892 6379.63 14.787 9.35899 6364.84 101.643 19.2757 82.367 6263.2 920.55 5342.65 internal_count=27017 26996 5051 4986 1087 972 3899 3876 65 115 21945 82 57 21863 497 66 431 21366 3690 17676 is_linear=0 shrinkage=0.03 Tree=1161 num_leaves=31 num_cat=0 split_feature=11 4 8 0 5 5 11 8 8 2 6 5 5 5 8 2 9 5 4 4 2 10 9 11 5 3 8 9 10 2 split_gain=0.277408 2.35467 2.52524 3.18633 3.1282 5.51863 2.32637 1.67845 2.49862 6.46888 2.71901 2.4367 4.31284 1.75978 0.579709 3.47869 2.82099 2.60657 2.1912 2.30414 2.143 2.13959 4.18123 2.85822 3.17588 2.56551 2.52007 2.12234 1.95746 1.86599 threshold=-1.4999999999999996 0.77500000000000036 3.9000000000000004 575.00000000000011 1.1250000000000007 1.5350000000000008 -1.8333333333333328 4.5000000000000009 5.7000000000000002 1.1000000000000003 1.5000000000000002 1.3050000000000006 1.6850000000000005 1.1350000000000005 4.1000000000000005 0.50000000000000011 8.5000000000000018 2.3550000000000009 0.68500000000000016 0.65500000000000025 1.3 -1.0000000180025095e-35 5.3000000000000016 1.5000000000000004 1.4950000000000008 1.7000000000000004 3.1000000000000005 8.9000000000000021 2.5000000000000004 0.50000000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -6 -5 11 10 -10 -9 13 -13 -4 15 21 18 20 19 -17 -18 23 25 24 -2 -23 -24 29 -20 -16 right_child=14 2 7 6 5 -7 -8 8 9 -11 -12 12 -14 -15 27 16 17 -19 28 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.017855757866037512 0.0037939109309377511 -0.014960456782169828 -0.0050580230427291059 0.0053001993413129443 0.012843417497254768 -0.0032308101944063519 0.030672501122887597 0.0063706858938137158 -0.01680985871200133 0.00087059933656953017 -0.002565492526515245 0.007122874131143357 -0.012226844877621539 -0.022272934510120794 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255 160 72 66 29 1044 89 37 32 6592 22 28 143 28 26 113 27 62 184 21 17103 internal_value=2.059e-06 0.000768316 0.000462807 0.00463344 0.00252503 0.00441065 0.0184535 -0.000903562 0.000261647 -0.00317141 0.0030309 -0.0052192 -0.0010611 -0.0134775 -3.43142e-05 -0.000425842 -0.000747909 0.00942588 -0.00085868 -0.00845032 0.0147309 0.00356704 -5.50688e-05 0.00649263 0.00787021 0.00453152 -0.0101601 0.000121506 -0.000742119 0.000170974 internal_weight=8957.9 405.949 398.819 98.4166 85.3894 77.0775 13.0272 300.402 236.538 105.611 130.926 63.8644 42.477 21.3874 8551.95 2434.59 2252.87 24.2647 2228.61 33.7004 18.7939 181.717 81.1936 100.524 93.5837 55.8457 25.348 6117.36 2194.91 6069.79 internal_count=27017 1288 1265 321 276 252 45 944 746 331 415 198 138 60 25729 7398 6821 97 6724 111 65 577 260 317 291 170 90 18331 6613 18147 is_linear=0 shrinkage=0.03 Tree=1162 num_leaves=31 num_cat=0 split_feature=13 10 2 7 8 3 7 11 12 5 9 9 8 12 5 3 8 8 8 11 7 0 8 8 5 13 5 4 3 7 split_gain=0.253123 2.53798 3.07518 2.96253 4.71538 2.50309 4.98168 3.18725 4.27826 2.49394 2.34288 2.27198 2.8653 2.48864 5.1006 2.84321 2.67254 3.43583 2.03015 1.58416 1.47392 1.05145 0.849264 1.85136 1.77606 3.83968 2.51388 2.09121 1.66679 2.97678 threshold=3.9000000000000008 0.33333333333333326 0.70000000000000007 2.3000000000000003 4.7000000000000002 0.70000000000000007 1.9000000000000001 -0.33333333333333331 1.9000000000000001 0.95000000000000018 3.1000000000000005 2.9000000000000004 3.5000000000000004 3.7000000000000006 1.8050000000000004 2.5000000000000004 2.3000000000000003 2.5000000000000004 3.5000000000000004 -1.0000000180025095e-35 2.7000000000000006 525.00000000000011 2.5000000000000004 2.3000000000000003 1.2750000000000006 1.9000000000000001 1.1550000000000007 0.8650000000000001 1.1000000000000003 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 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 11 3 4 18 6 -4 8 -7 -8 -9 12 -2 16 -15 -16 -13 -18 -3 -5 21 -14 23 28 26 -26 -25 -27 -1 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53.93458341807127 21.217309266328812 95.820799812674522 10.944193810224531 16.100593298673637 16.003128208220009 5.5236693322658521 5.4755673184990883 6.6915904134511939 389.80659437179565 6.4989513754844657 8.0975870043039304 8.709085173904894 5.4903326258063307 6558.0899316836149 11.117091044783594 6.3532435297965995 6.1147404462099066 7.0741363316774359 26.313665151596069 24.678839914500713 39.133601054549217 leaf_count=162 24 26 31 28 30 17 29 52 193 84 343 39 61 66 19 24 24 1382 21 28 34 20 23809 43 25 21 26 107 101 148 internal_value=2.31756e-06 -0.000532564 0.00192823 0.00957519 0.0164093 0.000465565 -0.00650012 0.00202256 0.00764107 -0.0124926 -0.000984781 -0.00182301 -0.00891645 -0.0012121 -0.0100321 0.00569515 -0.000627579 -0.000223913 0.00607375 -0.000244579 -0.0129396 -0.0171419 5.95469e-05 -0.00206786 -0.00644186 -0.0100696 0.00129203 -0.0142478 0.000244444 0.00334101 internal_weight=7442.14 719.306 247.445 39.7305 23.4267 207.715 37.9471 169.767 59.1882 29.1022 110.579 471.861 37.4158 434.445 27.0024 10.9992 407.442 396.498 14.7367 16.3038 30.3 21.5909 6722.83 164.744 56.9729 38.7816 18.1912 32.4284 107.771 63.8124 internal_count=27017 2575 882 133 77 749 144 605 210 113 395 1693 139 1554 109 43 1445 1406 47 56 115 81 24442 633 222 153 69 128 411 249 is_linear=0 shrinkage=0.03 Tree=1163 num_leaves=31 num_cat=0 split_feature=13 4 12 5 13 2 10 8 5 13 0 8 12 12 8 10 9 6 5 5 4 7 5 3 2 7 5 9 4 5 split_gain=0.283284 1.53754 4.42046 5.57286 3.1017 2.90429 3.48211 3.25098 2.74936 3.05797 3.21831 2.47825 2.3918 2.27493 2.20817 3.36069 2.83808 2.07061 3.90239 3.51604 2.93655 1.7059 2.80729 2.37237 1.37655 0.937776 1.33883 4.89788 2.56259 2.45849 threshold=2.3000000000000007 1.7150000000000005 2.3000000000000007 1.4950000000000008 2.1000000000000005 2.3000000000000003 -1.1666666666666663 4.1000000000000005 1.1950000000000005 2.1000000000000005 200.00000000000003 6.5000000000000009 4.1000000000000005 1.9000000000000001 5.5000000000000009 1.0000000180025095e-35 5.7000000000000002 1.5000000000000002 1.9000000000000004 1.7350000000000003 1.5350000000000008 1.3 1.0750000000000008 0.70000000000000007 2.5000000000000004 0.70000000000000007 1.0650000000000006 3.7000000000000006 0.95000000000000018 1.3550000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 13 17 -7 12 9 10 -4 -6 -8 -3 16 -16 -10 21 19 -19 -20 22 -1 -23 -9 26 27 -2 29 -28 right_child=25 2 8 -5 11 6 7 24 14 -11 -12 -13 -14 -15 15 -17 -18 18 20 -21 -22 23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.0043602859850573614 -0.010301300539579592 -0.0023887771155225454 0.013163880642817595 -0.007591458341503184 0.03640886906371938 0.015994258642205453 -0.012839552178399377 -0.011772894510819486 -4.8317220113510106e-05 -0.020736650198751084 -0.0077885945751180281 0.0094974728847617134 0.013122264173338106 0.013892492566594122 0.0021441806362547367 -0.0044453493654199681 0.0073968480702457295 -0.004293653944961299 0.0081712980211712683 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-0.000266241 0.00109381 0.00852481 0.0133839 -0.000670065 -0.00852005 -0.0115997 0.000165658 -0.00683536 -0.00252762 0.0259723 0.000622422 0.00887765 0.000854923 -0.000819406 0.00339758 -0.000498667 -0.00394585 -0.00696023 0.00409651 -0.000214317 0.000123167 -0.00280456 -0.0180911 0.000120491 0.00192632 0.010397 0.00134972 -0.00799466 internal_weight=7790.54 2519.52 576.823 64.0474 49.2104 1942.7 41.5111 36.8783 512.776 45.9591 35.0865 12.9721 12.7925 36.2383 466.817 281.47 185.347 1901.19 144.874 105.377 39.4969 1756.32 1553.86 202.453 24.0858 5271.01 246.701 15.7228 230.978 23.7027 internal_count=27017 8911 2644 272 215 6267 168 146 2372 342 269 49 47 166 2030 1302 728 6099 439 315 124 5660 4893 767 99 18106 733 50 683 68 is_linear=0 shrinkage=0.03 Tree=1164 num_leaves=31 num_cat=0 split_feature=7 5 4 10 9 9 8 0 6 6 5 8 13 9 5 5 5 0 13 12 2 9 3 9 5 3 9 6 5 12 split_gain=0.277142 1.75497 2.03591 1.70097 3.00052 1.82947 2.46438 1.45128 1.66428 1.81316 0.783479 0.675193 0.471337 1.79636 1.86795 3.80283 2.72505 1.70826 0.981611 4.77517 3.25316 3.3471 3.01039 2.84331 2.3969 0.640445 2.23226 3.32222 1.42376 1.22635 threshold=0.3000000000000001 2.1050000000000009 0.90000000000000036 0.83333333333333337 4.9000000000000012 6.5000000000000009 5.9000000000000012 475.00000000000006 1.3 0.90000000000000013 2.2950000000000013 4.9000000000000012 1.3000000000000003 7.9000000000000012 2.4050000000000007 2.2750000000000008 2.1350000000000011 525.00000000000011 1.5000000000000002 2.3000000000000007 1.3 6.9000000000000012 2.5000000000000004 3.7000000000000006 2.1150000000000007 2.9000000000000004 8.1000000000000014 1.3 2.8350000000000004 5.700000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 6 -4 10 9 -9 -3 -7 13 14 15 16 -2 -15 19 20 21 -14 23 -21 -24 29 28 -28 -27 -20 right_child=12 7 3 4 -6 11 -8 8 -10 -11 -12 -13 18 17 -16 -17 -18 -19 25 22 -22 -23 24 -25 -26 26 27 -29 -30 -31 leaf_value=0.014780355819058916 0.0012998139671348483 0.028191617604328794 -0.0035255762813481855 -0.02597368027284 -0.002245803954110912 -0.0066313058122452473 0.0092804839933357409 -0.0042095709217963573 -0.01208853982337013 0.020352156533062511 0.00835084014381581 -0.021512939401139033 -0.0010439573444188319 -0.021313655428649318 0.017207910542158707 -0.021910869146478992 0.016384341131376712 0.00081296736142914166 5.8359257638810115e-05 0.0046887864431149973 0.018013295701669811 0.020900078274863329 0.020331092624329698 -0.0075391694366947534 -0.0023243918941314645 -0.0040308442832519588 -0.01065442901553388 0.019936668678099047 0.011151348041415928 0.0090046166718574967 leaf_weight=5.5096106678247443 214.22816304862499 3.2372503206133869 53.475850850343704 8.0320554226636904 11.906804040074347 6.0390827357768995 18.102767303586006 5.4431987404823321 5.6529924646019927 5.3770273178815842 4.0101014431566 5.0287643074989319 52.828671798110008 6.0049262046813947 6.9520771466195574 6.1185611560940734 11.349403679370878 6.5826625227928162 8180.2659788168967 19.624348357319832 13.186626598238943 7.0960110276937476 7.2804053127765682 133.80534384399652 9.942595422267912 116.29125939495862 4.896825782954692 9.1938742566853744 5.8382828813046208 13.813612654805182 leaf_count=20 656 15 189 28 40 26 58 21 31 19 26 21 154 23 25 24 38 22 24284 61 38 22 27 416 41 520 23 54 39 56 internal_value=1.75e-06 -0.00136368 -0.00298524 -0.00393939 -0.0118042 -0.00204197 -0.000286828 0.00602579 0.00110386 0.00799619 0.0172133 -0.0133929 2.21442e-05 0.00130293 0.00188552 0.00142577 0.00205876 -0.00974257 -1.5385e-05 -0.00189186 0.00452312 0.00155456 -0.00464018 -0.00597516 0.0072524 3.95251e-05 -0.00200062 0.00930559 -0.00330507 7.34409e-05 internal_weight=8957.12 131.816 108.095 102.585 19.9389 82.6465 71.5786 23.7206 16.4732 10.8202 7.24735 11.0678 8825.3 251.236 238.648 231.696 225.578 12.5876 8574.06 243.764 73.1113 59.9247 170.653 153.43 17.223 8330.3 136.22 14.0907 122.13 8194.08 internal_count=27017 494 382 362 68 294 247 112 71 40 41 47 26523 788 743 718 694 45 25735 759 214 176 545 477 68 24976 636 77 559 24340 is_linear=0 shrinkage=0.03 Tree=1165 num_leaves=31 num_cat=0 split_feature=4 4 9 6 3 9 7 2 8 7 5 8 9 10 4 3 5 10 7 10 12 2 8 10 10 13 5 4 10 13 split_gain=0.254717 2.86257 3.48092 2.39598 2.04132 2.41055 2.03667 2.93374 4.96986 5.44904 3.60422 3.04064 2.66922 4.85934 3.88198 3.87616 2.54899 3.15858 2.47152 3.6619 2.64697 2.43995 2.14232 2.00593 2.0002 1.79052 4.10313 1.98766 1.69167 1.84512 threshold=1.7950000000000006 1.7750000000000004 7.9000000000000012 1.1000000000000003 1.1000000000000003 4.1000000000000005 1.3 1.3 5.5000000000000009 1.9000000000000001 1.3850000000000005 4.9000000000000012 3.5000000000000004 1.1666666666666672 2.0850000000000013 1.1000000000000003 1.4450000000000007 -1.0000000180025095e-35 2.7000000000000006 -0.33333333333333309 2.7000000000000006 1.1000000000000003 4.5000000000000009 -0.66666666666666663 -2.8333333333333326 1.7000000000000004 1.5850000000000006 1.8050000000000004 -0.33333333333333331 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 28 5 -5 12 8 10 21 -8 16 13 14 15 -2 17 -9 20 -20 -13 -10 -12 -6 -14 26 -26 -27 -3 -30 right_child=6 2 -4 4 23 -7 7 11 9 -11 22 18 24 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31 leaf_value=-2.2702458855823273e-06 0.028490705302518817 -0.02476250074870678 0.01819719697445599 -0.012804953539954091 0.003032739838064214 0.012599198400348328 0.028832060625362654 -0.002716365833241868 -0.00050920645613373235 -0.015950867030904134 0.021139052624243371 -0.0067702764171621377 0.020373214420109798 -0.01411319514827895 -0.00043644745239541748 0.0081987914682394615 -0.0019277706040922219 -0.017775293744721154 -0.0047957710371210266 0.023307886288558888 9.7299278388744272e-05 0.015216655056804121 -0.00057817887679874401 -0.013542256057000523 -0.0071235376654565051 0.013200126448934462 0.0020465968109817188 0.0015071056053405612 -0.025053146428033354 -0.0035649367285683691 leaf_weight=6141.715128723532 14.585820667445658 9.3121461421251315 5.1080289781093589 4.7178846672177341 9.9461168795824069 11.693669021129606 10.121835544705393 22.509628228843212 25.302149832248688 15.641064196825026 6.0932215452194241 60.445400778204203 4.7253725156188002 8.0949432253837568 18.065281718969345 20.213127598166466 58.791769910603762 28.290872104465961 7.5624592453241375 9.3094880282878858 307.32627287879586 13.680811963975428 12.422719627618788 19.366697043180466 74.092127623036504 13.547125697135924 107.81775495782495 382.49186339601874 4.8505866676569012 13.908968351781366 leaf_count=21534 57 43 17 21 39 46 37 97 95 67 20 289 16 37 79 73 218 128 39 48 1458 54 44 76 347 50 412 1492 22 62 internal_value=2.54984e-06 -7.52138e-05 -0.00575298 -0.00741076 -0.00317525 0.00529618 0.000398689 -0.000894745 0.00431482 -0.000992171 0.0144374 -0.00177238 0.00155922 0.00753215 0.0108466 0.0167041 -0.00618073 -0.0111027 -0.000516355 0.0107111 -0.00103143 0.00500968 0.00656852 -0.0079182 0.000934333 0.000775399 -0.00168841 0.00190708 -0.0143098 -0.00912106 internal_weight=7441.75 6220.62 78.9041 73.7961 45.7244 16.4116 1221.13 577.498 83.2618 54.624 28.6378 494.236 643.633 60.9592 52.8642 34.7989 109.592 50.8005 384.644 16.8719 367.772 38.983 18.5159 29.3128 582.674 577.949 181.91 396.039 28.0717 18.7596 internal_count=27017 21860 326 309 182 67 5157 2594 317 216 101 2277 2563 246 209 130 443 225 1834 87 1747 149 64 115 2317 2301 759 1542 127 84 is_linear=0 shrinkage=0.03 Tree=1166 num_leaves=31 num_cat=0 split_feature=0 10 6 4 5 9 6 8 4 2 9 8 0 0 9 11 4 4 4 11 3 2 10 6 4 6 5 5 5 5 split_gain=0.282633 1.36164 3.33728 2.8201 2.42548 2.50781 2.26024 1.92377 6.58645 3.73288 3.6045 3.2079 2.89514 1.15251 2.38038 3.4249 2.2886 2.1435 3.14262 1.5286 1.96452 1.89369 2.09559 1.70658 1.32086 2.13834 3.2511 2.75126 1.78827 4.72878 threshold=575.00000000000011 1.0000000180025095e-35 2.9000000000000004 0.75500000000000023 0.79500000000000004 2.9000000000000004 3.1000000000000005 5.9000000000000012 1.6250000000000002 0.70000000000000007 2.5000000000000004 5.1000000000000005 925.00000000000011 525.00000000000011 2.3000000000000003 0.33333333333333326 0.75500000000000023 2.055000000000001 1.6000000000000008 1.0000000000000002 0.90000000000000013 2.7000000000000006 -0.33333333333333331 1.1000000000000003 1.2250000000000005 1.3 2.1050000000000009 1.4650000000000007 1.6400000000000006 1.6350000000000005 decision_type=2 2 2 2 2 2 2 2 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 6 3 -3 -5 -6 7 10 12 -10 -2 -12 -9 19 15 -15 -16 18 -18 24 -21 22 -22 -23 25 27 -27 -1 29 -26 right_child=1 2 -4 4 5 -7 -8 8 9 -11 11 -13 -14 14 16 -17 17 -19 -20 20 21 23 -24 -25 28 26 -28 -29 -30 -31 leaf_value=0.001373942413321755 0.022080750159863567 -0.023669722163573437 -0.018407032145027483 -0.0183786884503482 0.015188835707041244 0.0019454116254117389 0.016320938419096057 -0.011305717319587395 0.030999228239190529 0.00034930832334549404 -0.0014226295087516514 0.0036808135763215268 0.010851264871127591 -0.0030598553207386047 -0.013973932621846326 0.0264303805737191 -0.0015994671452872593 -0.01568620117592924 0.0033585277969448045 -0.010066145969595859 0.0010399757307982698 -0.003423923821087361 -0.0027012585422637883 0.01645434025614723 0.00025902955675537556 0.0022639721888893941 -0.0052838688557263801 -0.0027299420329557748 -0.00099839639693594605 0.011162807431740739 leaf_weight=333.09598723053932 6.8001343086361876 3.8557218313217154 7.3980120420455924 5.1591510185971847 13.220366885885594 483.84064670652151 7.1989284157752982 74.809897802770138 3.6834459453821173 122.88363504782319 371.6971457451582 157.95767388492823 5.7128099128603926 7.3458722457289678 12.47192235291004 6.8488422334194183 818.89061931893229 8.9096831455826742 133.86905408650637 22.318759694695473 216.55787030607462 6.2210963033139732 356.68399933725595 10.359847143292425 2107.3812090847641 920.96753904223442 54.393685527145863 263.18965202569962 1209.6908105835319 36.414834711700678 leaf_count=1111 32 13 24 35 75 1986 21 256 14 762 1282 631 26 32 39 22 2676 44 494 91 698 34 1158 38 7887 2742 167 777 3735 115 internal_value=-4.44813e-06 0.000406104 0.0015966 0.00188902 0.00208525 0.00229765 -0.000408141 -0.00057011 -0.00302613 0.0012413 0.000377995 9.9358e-05 -0.00973376 -8.39851e-05 -0.00102767 0.011169 -0.0012054 -0.0010398 -0.000902836 8.44517e-05 -0.0013294 -0.000998803 -0.0012879 0.0089961 0.000260178 0.000977827 0.00184305 -0.000437438 -7.61551e-05 0.000444243 internal_weight=7789.83 1264.22 513.474 506.076 502.22 497.061 750.744 743.545 207.09 126.567 536.455 529.655 80.5227 6525.61 988.336 14.1947 974.141 961.669 952.76 5537.28 612.142 589.823 573.242 16.5809 4925.13 1571.65 975.361 596.286 3353.49 2143.8 internal_count=27017 5157 2133 2109 2096 2061 3024 3003 1058 776 1945 1913 282 21860 3307 54 3253 3214 3170 18553 2019 1928 1856 72 16534 4797 2909 1888 11737 8002 is_linear=0 shrinkage=0.03 Tree=1167 num_leaves=17 num_cat=0 split_feature=13 6 3 9 12 5 10 3 4 9 9 12 10 0 4 6 split_gain=0.277101 0.308463 1.52638 0.320964 2.06714 2.40546 3.91118 2.07871 1.69969 1.65204 0.59017 2.28294 1.8543 0.424564 2.42767 1.82283 threshold=6.1000000000000005 3.5000000000000004 1.3 2.1000000000000005 1.9000000000000001 0.98000000000000043 -0.33333333333333331 1.1000000000000003 1.4750000000000008 1.7000000000000004 2.3000000000000003 1.7000000000000004 0.33333333333333326 525.00000000000011 1.2750000000000006 3.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 -1 8 -6 -9 11 -5 -13 15 -15 -12 right_child=-2 2 -4 10 7 -7 -8 9 -10 -11 13 12 -14 14 -16 -17 leaf_value=0.018256350260411027 0.0055374833288999361 -0.014846624246119577 0.0057315243515405788 -0.016192403338953082 0.023529289960067423 -0.01934292113333563 -0.012849770972600099 -0.0071598255487043691 0.0047581163283745773 0.0064010424216306263 -0.00014957675454132011 0.0044128870582724692 -0.0081048381625578331 0.0016092161256999235 -0.00031036752863523111 0.014614159765726838 leaf_weight=6.7358376830816278 8.1311553567647916 6.5310645103454572 6.4458868354558945 9.8539983332157117 8.3121939599514025 7.6018540561199179 7.9101906418800363 13.514840260148047 9.0880308523774129 20.12451833486557 6113.1647122837603 28.496411263942719 17.006910473108292 883.5634434632957 1802.7631684523076 7.5358315259218207 leaf_count=20 25 24 23 28 25 22 22 42 31 61 18200 86 50 2678 5654 26 internal_value=1.85215e-06 -3.17778e-06 -0.00462509 3.53445e-06 0.00198071 -0.00565062 0.00145621 0.00530717 0.0137252 0.000952872 -1.28158e-05 -0.00310071 -0.000265625 6.59336e-06 0.000321005 -0.0001314 internal_weight=8956.78 8948.65 12.977 8935.67 73.2875 22.2479 14.646 51.0396 17.4002 33.6394 8862.38 55.3573 45.5033 8807.03 2686.33 6120.7 internal_count=27017 26992 47 26945 223 64 42 159 56 103 26722 164 136 26558 8332 18226 is_linear=0 shrinkage=0.03 Tree=1168 num_leaves=31 num_cat=0 split_feature=5 5 11 2 4 3 9 2 0 4 5 6 12 4 9 12 6 6 0 11 5 13 4 9 5 9 3 5 11 8 split_gain=0.248883 1.68848 1.52759 1.90345 3.36276 1.45159 1.41064 1.85345 3.51847 2.5278 1.12883 1.2946 2.57212 3.22665 2.16679 1.86489 3.67608 1.58416 1.0672 0.879572 0.7424 4.37875 2.04272 1.23261 0.925312 1.99491 3.29342 1.59924 3.96256 1.45722 threshold=0.88500000000000023 0.8650000000000001 1.1666666666666672 2.5000000000000004 1.9100000000000006 0.3000000000000001 4.7000000000000002 1.3 350.00000000000006 1.2850000000000008 0.92500000000000027 1.1000000000000003 1.7000000000000004 1.6550000000000002 2.9000000000000004 1.7000000000000004 1.7000000000000004 1.7000000000000004 525.00000000000011 -0.66666666666666619 0.93000000000000027 3.3000000000000007 1.195000000000001 3.7000000000000006 0.97000000000000031 3.5000000000000004 1.1000000000000003 0.98000000000000043 1.0000000180025095e-35 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 7 8 -3 -10 11 12 -2 -14 -13 17 -17 -16 -9 -6 21 22 -12 -24 25 26 -22 28 -26 -27 right_child=10 6 -4 -5 19 -7 -8 18 9 -11 20 14 13 -15 15 16 -18 -19 -20 -21 24 -23 23 -25 27 29 -28 -29 -30 -31 leaf_value=-0.0072557681902008691 -0.0050782806822790979 0.016421395429049638 -0.01585152677949999 0.015731930814096799 -0.0032486109080831723 0.0016306331006330852 -0.020314630120824892 -0.024594384778413903 -0.019232623305210826 0.0065138120401964728 -0.025672174217443194 -0.011296541265595867 0.02491022846073869 0.0014020136630083818 0.017231956852116492 -0.0096257331094043164 0.011230519210262606 0.00071414094569347312 -0.0045216299254618132 -0.022710421453958837 -0.0097405199612223183 0.011667359346628802 -0.017719920737665467 0.0021342015335293917 -0.015216635569947033 0.0081626467867589696 0.0095975128347358628 1.9594400052160103e-06 0.0037254950610917056 -0.00078322048225731866 leaf_weight=18.216812558472157 8.9213300645351428 7.9715714901685777 5.2823886126279822 7.11900321394205 2.9640219062566757 180.14217993989587 5.8612259775400153 5.1524921506643278 8.239296615123747 5.8822534829378119 7.2485190480947557 10.900185555219648 11.456354767084123 9.7073594853281957 12.326872795820238 18.910989582538608 12.723227545619009 9.0709691867232305 4.4362929984927177 7.0877648815512639 23.387868039309978 9.6474561840295774 4.5622304379940015 7.345414076000452 20.493086919188499 53.421324670314789 11.989432528614996 6908.1130551882088 19.30031880736351 23.63966466486454 leaf_count=83 30 26 20 33 18 655 26 24 31 20 29 39 37 43 40 69 43 32 22 50 92 34 23 30 89 174 43 25002 71 89 internal_value=1.90273e-06 -0.000912921 8.71125e-05 0.00047775 -4.33099e-05 0.000814527 -0.00679467 -0.00429345 0.000486891 -0.00850809 3.4806e-05 0.00330047 0.00843227 0.0141275 0.000885563 0.00338947 -0.00123738 0.0102297 -0.0153076 -0.0169716 -8.50372e-06 -0.00481504 -0.0131159 -0.0054726 1.11052e-05 0.00271085 -0.00318682 -3.25849e-05 -0.00602946 0.00541836 internal_weight=7441.52 258.355 220.812 215.53 208.411 198.359 37.5431 31.6819 22.0931 14.1216 7183.17 94.0173 30.085 21.1637 63.9322 53.0321 31.6342 21.3978 9.58879 10.0518 7089.15 28.8036 19.1562 11.9076 7060.34 112.438 35.3773 6947.91 39.7934 77.061 internal_count=27017 1008 859 839 806 738 149 123 77 51 26009 333 110 80 223 184 112 72 46 68 25676 116 82 53 25560 398 135 25162 160 263 is_linear=0 shrinkage=0.03 Tree=1169 num_leaves=31 num_cat=0 split_feature=12 4 5 5 10 8 12 11 5 7 13 10 9 5 9 13 9 7 5 2 13 7 8 5 4 11 10 5 5 4 split_gain=0.28758 1.68462 3.44506 7.95838 3.96439 3.28539 2.90852 2.53459 4.82494 1.83566 1.64192 5.67232 4.01655 3.82587 3.30425 2.77425 4.22488 4.43722 3.83216 2.63401 2.42455 2.7981 2.21141 5.18184 4.86098 2.07721 1.9939 4.55057 3.14186 1.74365 threshold=2.9000000000000008 1.8900000000000006 1.5950000000000004 1.5650000000000006 1.5000000000000004 6.5000000000000009 2.1000000000000005 -1.0000000180025095e-35 1.7950000000000002 3.3000000000000003 4.1000000000000005 -0.49999999999999994 4.1000000000000005 1.1050000000000006 3.5000000000000004 3.7000000000000006 6.7000000000000002 1.5000000000000002 2.055000000000001 1.1000000000000003 4.5000000000000009 2.1000000000000005 2.5000000000000004 1.6900000000000006 1.0050000000000006 0.83333333333333337 1.1666666666666672 1.2650000000000006 1.4150000000000007 1.2350000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 -3 8 -7 -1 15 12 -12 -13 -15 22 18 -18 19 -17 21 -14 23 25 -25 -2 28 -28 -24 -16 right_child=10 2 5 -5 -6 7 -8 -9 -10 -11 11 13 20 14 29 16 17 -19 -20 -21 -22 -23 26 24 -26 -27 27 -29 -30 -31 leaf_value=-4.7285651662600323e-06 0.010516840530832412 0.0070169743299049476 -0.017926041598448361 0.040436588011747349 -0.023720596564285622 0.028580115159353423 -0.0034385240385728035 -0.014199594830792542 -0.011397480576043754 -0.011246246091236209 -0.0024199459499080322 0.022697021952781546 0.023814823499376778 0.01062636462052787 0.0049489483914702407 0.0081733839223543155 -0.0065518222359530649 0.02123479452068755 -0.021619082848806908 -0.0059859433803942071 0.03570041440205253 -0.00072360350805478364 -0.0025055186930289216 -0.023684682400632814 0.0042570889707298117 0.029239761526755212 0.011802411549428871 0.0010469830951193571 0.00038286702289438236 -0.0066663542141510192 leaf_weight=4713.8143779113889 22.286941923201088 32.365661580115557 23.603215374052525 4.1082173809409133 7.1299365982413283 5.348516911268236 92.043915443122387 7.7298292890191069 5.522545300424099 13.109661318361757 9.6344555057585222 6.1475953646004191 11.169746041297918 15.959984883666037 14.426899313926695 13.449459075927733 9.5259305089712161 11.317147448658941 12.781856790184973 97.853047225624323 6.7792054787278166 6.6855105534195891 418.85259866435081 7.4893791228532818 22.253007590770721 7.0106300711631766 39.879916304722428 315.44929558038712 1776.4193820478395 60.033304058015347 leaf_count=15526 68 151 105 18 43 20 535 36 22 62 38 30 34 58 43 41 29 35 40 377 22 27 2056 22 66 21 217 1152 5911 212 internal_value=-3.9471e-06 -0.000143751 -0.00301006 -0.000681104 -0.00196528 -0.0104955 -0.000718483 -0.00106674 0.00827133 -3.59058e-05 0.0002337 0.00351734 0.0140032 -0.000203759 -0.00176076 7.77339e-05 -0.00396227 0.00853545 -0.00606158 -0.00427497 0.0204262 0.0146269 0.000302097 0.00604213 -0.00277888 0.0149971 0.00016923 0.0022541 -0.00016823 -0.00441585 internal_weight=7790.18 4904.78 177.852 135.648 131.54 42.2041 124.41 18.6009 10.8711 4726.92 2885.41 130.837 34.2689 96.5678 90.4202 2754.57 144.927 20.8431 124.084 111.303 24.6345 17.8553 2609.64 59.04 29.7424 29.2976 2550.6 355.329 2195.27 74.4602 internal_count=27017 16518 930 747 729 183 686 78 42 15588 10499 464 121 343 313 10035 522 64 458 418 83 61 9513 177 88 89 9336 1369 7967 255 is_linear=0 shrinkage=0.03 Tree=1170 num_leaves=13 num_cat=0 split_feature=8 2 8 2 8 10 10 8 10 4 9 4 split_gain=0.275934 2.32842 0.508237 1.15208 0.373751 2.45212 1.36254 1.3474 1.05983 0.402706 1.00373 0.545456 threshold=10.100000000000001 1.7000000000000004 9.7000000000000011 1.7000000000000004 9.1000000000000014 0.33333333333333326 -0.49999999999999994 8.9000000000000021 -0.49999999999999994 2.8950000000000009 5.5000000000000009 2.3450000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 7 6 -6 9 -9 11 -11 -1 right_child=1 -3 3 -5 5 -7 -8 8 -10 10 -12 -13 leaf_value=-3.0205240399376288e-05 0.0098926626197101061 -0.014391922405077022 -0.0047575085253607746 0.013219131337442666 -0.0034704543999140428 0.010021863174405834 -0.020656791353839441 0.018126225669346865 0.0024753775475704798 -0.012290288258983898 0.0036366213799295831 0.0017054508240693246 leaf_weight=8705.7679059524089 6.1559970676898947 8.4048601090908033 5.4256589859724027 7.8519196212291718 11.206966727972032 8.1612599194049817 6.5947819650173214 6.4107171893119839 9.9193737357854825 7.8083616048097593 6.5472272783517838 166.06604788079858 leaf_count=26067 19 29 16 32 39 31 22 21 36 29 24 652 internal_value=1.50145e-06 -0.00412496 8.22102e-06 0.00587328 -5.00929e-07 -0.0035947 -0.00983725 9.98108e-06 0.00861944 -5.84047e-06 -0.00502642 2.28337e-06 internal_weight=8956.32 14.5609 8941.76 13.2776 8928.48 25.963 17.8017 8902.52 16.3301 8886.19 14.3556 8871.83 internal_count=27017 48 26969 48 26921 92 61 26829 57 26772 53 26719 is_linear=0 shrinkage=0.03 Tree=1171 num_leaves=11 num_cat=0 split_feature=8 8 9 4 5 0 5 13 5 12 split_gain=0.246704 0.44837 0.829216 0.505734 0.617811 2.06041 0.595527 1.73156 0.566784 0.321798 threshold=1.1000000000000003 1.7000000000000004 4.3000000000000016 0.53500000000000014 0.62500000000000033 475.00000000000006 0.67500000000000016 3.7000000000000006 0.74500000000000033 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=9 2 -2 -3 5 -5 7 -6 -8 -1 right_child=1 3 -4 4 6 -7 8 -9 -10 -11 leaf_value=-0.010917465138418835 0.010655512762547323 0.0084889516178169745 -0.0012039581458123101 -0.01729568728778921 -0.0037206414354057971 0.0039715723723818194 -0.0040008300490716013 0.019142522002702094 7.58873473754461e-06 0.00061847903848252545 leaf_weight=4.2748203724622709 9.9852389693260211 6.3040244728326789 11.323397651314734 7.5910980924963978 6.5586802661418897 8.9145983383059484 31.885639302432537 5.4658738374710083 7344.41446727328 4.4332794323563576 leaf_count=21 32 21 36 37 28 39 130 18 26633 22 internal_value=1.99657e-06 7.90926e-06 0.0043534 -4.58497e-06 -1.18159e-05 -0.00580941 1.1361e-06 0.00667202 -9.73852e-06 -0.00504453 internal_weight=7441.15 7432.44 21.3086 7411.13 7404.83 16.5057 7388.32 12.0246 7376.3 8.7081 internal_count=27017 26974 68 26906 26885 76 26809 46 26763 43 is_linear=0 shrinkage=0.03 Tree=1172 num_leaves=31 num_cat=0 split_feature=3 4 7 12 11 13 7 4 4 13 13 10 6 4 5 3 11 9 4 0 10 7 6 9 5 0 7 12 11 4 split_gain=0.284316 1.90153 2.72277 1.57858 3.2748 3.39309 2.88679 2.05273 1.61464 1.61578 2.82813 1.41983 1.41287 1.5589 1.2067 0.57514 2.98004 2.8464 3.68145 3.68805 3.66014 3.63061 3.14763 1.58284 2.83383 2.2605 1.12815 1.09763 5.23858 5.27233 threshold=0.3000000000000001 1.8550000000000004 1.7000000000000004 1.1000000000000003 -1.0000000180025095e-35 2.7000000000000006 1.1000000000000003 1.2450000000000008 1.3450000000000006 2.9000000000000008 3.3000000000000007 -0.49999999999999994 1.5000000000000002 1.1850000000000007 1.1550000000000007 0.50000000000000011 0.50000000000000022 5.3000000000000016 1.6350000000000005 575.00000000000011 0.50000000000000022 2.7000000000000006 2.5000000000000004 5.9000000000000012 1.0750000000000008 475.00000000000006 1.7000000000000004 1.3000000000000003 -1.0000000180025095e-35 1.195000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 -6 -1 -8 12 11 -11 -10 13 -5 -14 16 17 21 19 -19 -20 22 -2 24 26 -26 -18 28 -17 -30 right_child=15 2 -4 8 5 -7 7 -9 9 10 -12 -13 14 -15 -16 27 23 18 20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0063579318998650521 -0.0013982407997571551 0.021124434516521535 -0.013176788599804291 0.0045284385778912367 0.0088633644607086538 -0.019893293277012433 0.030847256363502534 0.0060934784154321811 -0.019912268841701566 0.0232102007212899 -0.0032087801982628667 -0.0022344297502906426 -0.025747885060345997 -0.015790778636599771 -0.0075634097755490574 -0.0078427035491335714 -0.025365375708438134 0.007086150819378698 0.028868350825284404 -0.013507057371164319 -0.0018855101776667257 0.020581462309703272 0.02117272747680915 -0.021915708087480591 0.013192000887025445 -0.0075010186520544824 -0.0055590451424657166 2.4256861163119787e-05 -0.0025856319001588699 0.012555310402762827 leaf_weight=5.7190193235874203 155.95701257884502 7.0121979955583793 2.9627080671489239 7.7692409157753008 6.3919882625341407 8.7452330589294416 6.5729643404483777 5.5700052455067635 5.6402061283588418 5.4455704949796226 11.040058538317679 14.868133008480072 7.7305678278207761 6.0400450155138969 5.7102152109146118 83.102394536137581 5.8800250403583068 49.519777752459049 11.786326564848425 9.2962551563978177 4.9438157305121413 7.6313783191144458 5.7662412077188483 5.3224462866783133 9.4332563430070895 9.5723475292325002 4.6232399120926857 7227.0802590250969 61.188213333487511 31.279736295342445 leaf_count=18 624 41 24 33 22 34 23 22 25 23 51 64 34 27 20 266 30 158 51 31 23 32 18 20 33 40 22 24908 199 101 internal_value=-3.6336e-06 -0.00153782 0.0109364 -0.00281739 0.00251583 -0.00775023 0.0112159 0.0194926 -0.00555682 -0.00147493 0.005518 -0.00709619 -0.0110983 -0.00435899 -0.0180223 1.77781e-05 0.00135309 0.00252084 0.00736331 0.00383126 0.0197805 0.000360702 -0.000593473 -0.00685745 -0.00414142 0.00276977 -0.0166472 -3.26808e-05 -0.00237643 0.00253619 internal_weight=7789.6 107.218 9.97491 97.2432 32.9992 15.1372 17.862 12.143 64.244 36.994 16.4856 20.5083 27.2501 13.8093 13.4408 7682.38 279.732 244.901 75.5462 58.816 16.7301 169.355 161.723 34.8313 29.5089 19.0056 10.5033 7402.65 175.57 92.4679 internal_count=27017 461 65 396 119 56 63 45 277 163 74 89 114 60 54 26556 1082 937 263 189 74 674 642 145 125 73 52 25474 566 300 is_linear=0 shrinkage=0.03 Tree=1173 num_leaves=31 num_cat=0 split_feature=12 2 4 11 11 4 10 6 6 11 5 4 13 0 0 0 2 5 3 6 3 13 3 0 7 11 11 5 0 7 split_gain=0.270684 1.52075 1.93339 1.98954 2.88752 2.89295 1.50149 1.22318 2.04135 3.02296 1.20197 2.38749 2.54352 2.70067 2.47298 4.23142 2.40291 1.67654 3.44757 2.35431 2.15152 4.74875 1.3772 1.13525 1.04296 2.34312 1.85252 1.03569 0.698533 0.204407 threshold=2.5000000000000004 0.50000000000000011 1.2150000000000005 1.5000000000000004 0.50000000000000022 0.94500000000000017 -2.4999999999999991 3.3000000000000003 2.9000000000000004 -0.33333333333333331 1.9250000000000003 1.5150000000000008 2.9000000000000008 525.00000000000011 200.00000000000003 525.00000000000011 0.70000000000000007 1.8750000000000002 1.5000000000000002 0.90000000000000013 1.9000000000000001 2.7000000000000006 1.7000000000000004 525.00000000000011 1.1000000000000003 1.1666666666666672 0.83333333333333337 1.5750000000000008 350.00000000000006 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 5 -2 -1 8 24 27 17 12 13 -12 -13 -16 -14 20 19 -19 22 -22 -8 -11 25 -3 -26 -10 -4 -30 right_child=1 7 28 -5 -6 -7 10 -9 9 23 11 14 16 -15 15 -17 -18 18 -20 -21 21 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=-0.011647257886110802 0.015645760867013296 -0.00080347995034529579 -0.0059028891566540289 -0.016761112915329439 0.01894524152100921 -0.014085307365420336 -9.8116690923942957e-05 0.010432157030126704 0.012860220765649934 -0.019129000677254614 -0.0058108508076832148 0.020411709245717852 0.0076318825083618366 -0.021315697496980646 -0.0078114310668862463 0.019463552938043246 -0.0064829600815287753 -0.003263813648415661 -0.0092847735120260861 0.014488993159308405 -0.0063403343841889597 0.020271412089694182 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0.000204325 0.000181591 -0.00746092 -0.00014655 -0.0029186 -0.00511525 -0.00907364 0.00426434 -5.74285e-05 0.000429974 -5.30226e-05 0.00559838 0.0100628 -0.000119171 0.00873055 -0.000174015 -0.0149401 0.000232478 -0.000337898 0.000583163 0.00418079 -0.0155559 -0.0208264 internal_weight=8956.06 4773.35 38.7781 26.421 20.6551 13.7193 4182.71 4734.57 4724.07 31.2467 4172.47 136.183 104.289 60.8514 31.8933 25.1595 43.438 4036.29 46.6972 35.9218 3989.59 24.5723 3965.02 19.0245 4692.82 1786.74 2906.08 12.2222 12.357 7.99296 internal_count=27017 14999 181 119 91 63 12018 14818 14785 119 11989 477 382 237 95 76 145 11512 140 104 11372 78 11294 78 14666 5884 8782 41 62 41 is_linear=0 shrinkage=0.03 Tree=1174 num_leaves=31 num_cat=0 split_feature=4 4 9 7 11 5 10 10 12 4 3 5 8 13 11 13 10 2 8 10 13 3 10 10 3 2 7 10 9 8 split_gain=0.246272 1.85342 2.84986 2.36085 3.21371 2.68359 2.59525 2.63392 2.23725 1.85316 2.99184 3.99433 3.25642 3.96193 3.2315 3.1597 3.97662 2.74432 2.81468 2.67648 2.58748 2.26009 1.97074 2.35404 3.33329 3.30036 3.72072 3.58577 2.582 2.32271 threshold=1.8050000000000004 1.7750000000000004 4.3000000000000016 1.3 0.33333333333333326 1.5850000000000006 1.0000000180025095e-35 0.83333333333333337 2.5000000000000004 1.8750000000000002 1.7000000000000004 1.5150000000000008 6.1000000000000005 2.7000000000000006 0.33333333333333326 3.5000000000000004 -1.1666666666666663 1.9000000000000001 6.3000000000000016 -1.1666666666666663 2.9000000000000008 2.1000000000000005 -1.1666666666666663 1.0000000180025095e-35 2.3000000000000003 2.3000000000000003 0.70000000000000007 0.50000000000000022 7.1000000000000005 8.3000000000000025 decision_type=2 2 2 2 2 2 2 2 2 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 -5 -8 -4 10 11 17 13 -12 21 16 -13 19 -19 -2 -15 -14 29 24 28 26 -25 -27 -24 -11 right_child=9 2 3 6 5 -7 7 -9 -10 22 12 15 14 20 -16 -17 -18 18 -20 -21 -22 -23 23 25 -26 27 -28 -29 -30 -31 leaf_value=-3.0754325876912153e-06 -0.020553495335584718 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33.029233664274216 10.323559626936911 67.321622751653194 14.56776352226734 6.5441117435693741 288.5754504352808 40.478157952427864 36.420610219240189 31.121049404144287 227.56443759799004 131.52276490628719 29.13298155926168 13.339848471805452 leaf_count=21534 27 145 22 89 25 42 32 26 80 567 121 23 23 21 32 31 144 139 50 261 51 26 1295 156 146 143 916 653 123 74 internal_value=1.89913e-06 -7.32584e-05 -0.0038731 -0.000870101 0.00370941 0.0133761 -0.00659172 0.00331218 -0.00293359 0.000398226 0.00270141 0.00485745 -0.00232363 -0.00626916 0.00763101 0.0113733 0.00827409 0.00168508 0.00767303 -0.00184138 0.00395826 -0.00222424 -0.000212278 -0.000819152 -0.00263109 0.000670704 0.00271639 -0.00270065 -0.00361654 0.00290482 internal_weight=7441.02 6254.88 113.432 81.0911 45.0409 18.3453 36.0502 14.3403 26.6956 1186.15 248.533 173.913 74.6194 53.4389 21.1805 56.9474 47.7608 116.966 43.3528 73.6132 20.8126 12.4056 937.613 784.815 354.129 430.686 268.043 162.644 317.708 152.797 internal_count=27017 21995 461 316 169 67 147 58 102 5022 949 675 274 193 81 198 167 477 189 288 72 49 4073 3432 1564 1868 1072 796 1418 641 is_linear=0 shrinkage=0.03 Tree=1175 num_leaves=22 num_cat=0 split_feature=3 6 5 10 8 6 8 9 0 5 5 13 7 8 8 10 10 9 5 2 4 split_gain=0.286175 1.80614 0.343982 2.56229 2.04384 2.85419 2.79023 2.53765 1.77446 0.576085 2.34594 2.06033 3.70312 1.80462 2.56764 3.7627 2.00799 1.49842 0.861294 3.30014 0.704824 threshold=1.0000000180025095e-35 1.5000000000000002 0.76500000000000024 -1.1666666666666663 2.7000000000000006 1.7000000000000004 6.3000000000000016 1.7000000000000004 525.00000000000011 0.87000000000000033 0.90500000000000014 2.3000000000000007 1.1000000000000003 6.9000000000000012 6.3000000000000016 0.83333333333333337 -0.33333333333333331 3.5000000000000004 0.92500000000000027 0.90000000000000013 0.53500000000000014 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 -2 7 6 -6 -5 -7 13 11 17 -13 14 15 -4 -15 -11 19 -12 -20 right_child=2 -3 9 4 5 8 -8 -9 -10 10 18 12 -14 16 -16 -17 -18 -19 20 -21 -22 leaf_value=-0.017413077594490151 0.015865355671034052 0.0088824921707410867 -0.00034641094358708511 -0.0060098244217495879 0.0014416132530140906 -0.024687231157779547 -0.023022734032292561 0.02113671633369929 -0.0034841657964963858 -0.0018264443547796325 -0.0068892616707869007 0.016752449857480069 -0.0069705501989910865 0.001969636404985643 0.018616656031464271 0.015528016130832422 -0.024852395078301712 -0.024461665248538936 -0.0079935584342477259 0.01103105680477859 1.9796136757645845e-05 leaf_weight=5.0698942299932224 6.4940592609345904 4.3834258764982224 100.78681925311685 6.4635122418403608 30.882498148828745 10.140217341482638 4.8554886952042571 5.9540761113166809 5.4677630290389052 3.8897174559533587 14.634555131196974 7.0703964680433264 36.461763482540846 5.5303157940506935 8.7555791437625867 15.505832206457852 4.6026341281831247 8.1410707719624025 9.8916652798652631 25.131195910274982 7469.3131953887641 leaf_count=38 35 21 402 27 157 48 40 20 26 20 52 24 156 34 39 61 25 43 29 114 25606 internal_value=-3.51231e-06 -0.00522004 2.82621e-06 -0.00208682 -0.00391517 -0.00655651 -0.0018822 0.0070066 -0.0172594 2.18689e-05 -1.27749e-05 -0.00615447 -0.00311751 0.00196305 0.00294975 0.0017702 -0.0102136 -0.0171434 3.26104e-05 0.00443604 9.19803e-06 internal_weight=7789.43 9.45332 7779.97 70.2576 63.7636 51.346 35.738 12.4176 15.608 7709.71 7574.53 55.5629 43.5322 135.181 125.048 116.293 10.1329 12.0308 7518.97 39.7658 7479.2 internal_count=27017 59 26958 353 318 271 197 47 74 26605 26044 243 180 561 502 463 59 63 25801 166 25635 is_linear=0 shrinkage=0.03 Tree=1176 num_leaves=30 num_cat=0 split_feature=7 5 4 10 9 9 8 5 11 5 11 8 12 5 8 12 8 3 11 8 12 9 9 9 12 5 9 9 11 split_gain=0.269127 1.6858 1.94278 1.64419 2.93236 1.77269 2.35504 1.37922 2.74506 1.31119 0.945839 0.664129 0.475531 1.00393 1.5437 0.557465 1.8649 2.32576 2.95103 2.42007 0.92892 2.17449 3.30085 2.76519 1.08208 2.12083 0.757847 0.518129 0.449514 threshold=0.3000000000000001 2.1050000000000009 0.90000000000000036 0.83333333333333337 4.9000000000000012 6.5000000000000009 5.9000000000000012 2.4150000000000009 0.50000000000000022 2.2150000000000012 -1.0000000180025095e-35 4.9000000000000012 6.1000000000000005 1.9900000000000002 5.9000000000000012 5.3000000000000016 7.3000000000000016 3.1000000000000005 0.33333333333333326 6.3000000000000016 4.9000000000000012 6.3000000000000016 4.7000000000000002 7.5000000000000009 4.700000000000002 1.5250000000000006 9.9000000000000021 5.5000000000000009 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 6 -4 8 9 -3 -9 -7 15 -14 -15 20 17 19 -19 -17 24 22 -22 -23 26 -26 -2 -18 -6 right_child=12 7 3 4 28 11 -8 10 -10 -11 -12 -13 13 14 -16 16 27 18 -20 -21 21 23 -24 -25 25 -27 -28 -29 -30 leaf_value=0.014359728780150899 2.1713095270178811e-05 0.012625750363172171 -0.0034569574460489375 -0.025734166323771301 -0.0079873544732447684 -0.0065199616181393942 0.0090609989207589108 0.0083932662567340905 0.028691236379556409 -0.0088579003953817934 -0.01235330594976013 -0.021334656338535294 0.0059028611721364185 -0.023328358809686329 4.558733924223414e-05 0.0088149058166097308 0.021430540232546393 0.0044679460272503474 -0.022560323180232419 -0.011328047569343906 -0.0091602037541765741 -0.018659150651501845 0.0063257677262082996 0.00074777225520480679 -0.0078273519259941769 0.0058175450011317955 -0.0062884362446595423 0.008091253187934298 0.0036756044990126266 leaf_weight=5.5434130579233161 8577.7264710217714 5.2081794217228907 53.395110353827477 7.9497838318347958 5.995044216513632 6.0161511823534948 18.115129142999649 3.3013154827058315 5.2935389578342429 5.0222485437989235 4.9328927863389236 4.9758607298135757 4.8830240219831458 4.6792678833007795 5.570022214204073 26.8588587641716 4.9661390706896764 7.0017350912094098 7.5623721368610859 6.7090582810342303 20.191773355007172 15.096103619784119 32.051310330629349 11.751595541834829 12.228157497942446 63.437946692109108 17.163770839571953 5.5489067956805229 5.9024132043123245 leaf_count=20 25575 20 189 28 20 26 58 21 19 23 29 21 18 33 23 94 21 37 41 26 67 62 122 51 45 217 71 20 20 internal_value=1.35666e-06 -0.00134504 -0.00293806 -0.00387493 -0.0116273 -0.00200997 -0.000285882 0.00588934 0.0111536 0.00207915 -0.00403545 -0.0132263 2.14457e-05 -0.00529211 -0.0106257 3.05742e-05 0.00294569 0.000445267 -0.00956641 0.00478903 1.10347e-05 -0.00322547 0.000340493 -0.0101645 4.05573e-05 0.00361244 9.11189e-06 0.0143912 -0.00220128 internal_weight=8955.08 131.651 107.893 102.349 19.8472 82.5023 71.5102 23.7582 15.524 10.2304 8.23421 10.992 8823.43 15.1323 10.2493 8808.29 58.6471 48.132 14.5641 33.5679 8749.65 79.0908 52.2431 26.8477 8670.56 75.6661 8594.89 10.515 11.8975 internal_count=27017 494 382 362 68 294 247 112 62 43 50 47 26523 74 56 26449 239 198 78 120 26210 302 189 113 25908 262 25646 41 40 is_linear=0 shrinkage=0.03 Tree=1177 num_leaves=31 num_cat=0 split_feature=13 4 2 11 5 3 8 6 11 9 9 5 5 9 13 9 4 9 10 10 6 9 5 8 8 5 13 5 4 3 split_gain=0.244357 2.48751 3.7177 3.5817 3.05547 2.594 3.94758 4.47382 2.95956 3.71874 2.58569 3.77491 2.80938 2.50073 2.45567 4.6207 4.4755 2.37495 2.34131 2.30717 3.06018 2.13377 2.08377 0.818706 1.78478 1.72099 3.7179 2.41004 2.03337 1.60646 threshold=3.9000000000000008 1.2950000000000006 1.5000000000000002 -1.4999999999999996 0.8300000000000004 1.7000000000000004 4.7000000000000002 2.5000000000000004 0.83333333333333337 3.9000000000000004 5.1000000000000005 1.6900000000000006 1.2450000000000008 6.1000000000000005 4.5000000000000009 6.1000000000000005 0.80000000000000038 5.1000000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 2.9000000000000004 4.1000000000000005 1.3250000000000008 2.5000000000000004 2.3000000000000003 1.2750000000000006 1.9000000000000001 1.1550000000000007 0.8650000000000001 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 5 3 18 -4 8 13 -8 14 -10 11 -6 -12 21 16 -16 -2 -11 -3 22 -21 -7 -5 24 29 27 -27 -26 -28 -1 right_child=1 2 4 19 10 6 7 -9 9 17 12 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 25 26 28 -29 -30 -31 leaf_value=-0.0041847304110626321 -0.021827027142990309 0.023832183092126563 0.028024384277863301 -0.012490741570666953 -0.0047146243290345242 0.0090385776804578419 0.035388832791212445 0.0012578497900542951 0.022748704569292871 -0.0097021976413755474 -0.012317277533105834 0.015827079585040205 0.0077908749843609302 0.016613169532716555 0.005226725285830236 -0.016146725537735936 -0.0019844656458455857 0.009554211072867972 -0.0024366799183507416 0.00026569775108836822 -0.021873495690309393 -0.0053390227201915701 -0.004853974208172099 0.00011091447091992582 -0.0074907467331633689 0.010987703134457417 0.0014718742521464957 0.014878952904528338 -0.017735103242456553 0.0032709548429150563 leaf_weight=43.868422754108906 11.014792084693907 6.2946578860282898 3.7818592712283126 54.880183637142181 78.160811901092529 14.156881287693976 8.0608689561486226 6.0509764626622191 10.926491364836691 9.8165565580129641 7.0744596198201171 8.9761327356100065 53.872414745390415 9.5907818302512151 80.671143591403961 10.261275827884672 143.6407650411129 13.963968619704245 5.9307780563831312 70.94368714094162 6.1024359166622153 27.023313269019127 77.663189373910427 6557.2676623016596 11.07165575027466 6.3831979483366004 6.1279455572366706 7.1234171390533438 26.042884796857834 63.891350120306015 leaf_count=162 39 21 15 206 319 47 28 22 35 33 32 31 197 38 265 37 490 47 21 254 23 98 277 23809 43 25 21 26 107 249 internal_value=2.25051e-06 -0.000523463 -0.00221957 -0.00469552 0.0013968 0.0013127 0.0067181 0.0207539 6.14554e-05 0.00826162 0.000716772 -0.00259859 0.0054568 0.00281683 -0.00109741 0.00281484 -0.00339768 0.0016052 0.0110887 -0.00561622 -0.00148784 -0.000396307 -0.00801601 5.84728e-05 -0.00203183 -0.00633777 -0.00992677 0.00126705 -0.0140765 0.000235786 internal_weight=7440.63 718.858 373.681 221.815 151.866 345.178 64.8828 14.1118 280.295 34.707 148.084 87.1369 60.9469 50.771 245.588 90.9324 154.656 23.7805 12.2254 209.589 77.0461 41.1802 132.543 6721.78 164.509 56.7491 38.554 18.1951 32.1708 107.76 internal_count=27017 2575 1396 802 594 1179 233 50 946 115 579 350 229 183 831 302 529 80 42 760 277 145 483 24442 633 222 153 69 128 411 is_linear=0 shrinkage=0.03 Tree=1178 num_leaves=28 num_cat=0 split_feature=4 0 8 10 0 7 10 4 8 8 5 0 8 3 10 4 7 9 5 0 4 9 8 8 4 3 9 split_gain=0.282173 0.947491 0.937329 1.13905 1.28094 2.08629 1.30918 0.477663 1.75288 2.82591 2.37993 2.2303 1.43755 1.84504 1.00183 0.758943 2.68482 5.51853 1.6296 1.24991 0.911523 2.41836 0.809511 1.58051 1.33102 0.753226 0.238576 threshold=2.7150000000000003 875.00000000000011 8.5000000000000018 -0.83333333333333315 475.00000000000006 1.3 0.83333333333333337 2.495000000000001 8.7000000000000011 5.9000000000000012 1.7250000000000003 575.00000000000011 6.9000000000000012 2.1000000000000005 1.0000000180025095e-35 2.3950000000000009 1.5000000000000002 4.5000000000000009 1.9650000000000005 475.00000000000006 2.3750000000000009 6.3000000000000016 9.3000000000000025 9.9000000000000021 2.3550000000000009 1.7000000000000004 5.1000000000000005 decision_type=2 2 2 2 2 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 -2 5 -5 -6 15 9 10 -9 -10 14 -14 -11 20 18 -18 25 -19 22 -22 24 -24 -1 -17 -4 right_child=1 -3 26 4 6 -7 -8 8 11 12 -12 -13 13 -15 -16 16 17 19 -20 -21 21 -23 23 -25 -26 -27 -28 leaf_value=2.2065061824363703e-05 -0.014791472192388865 -0.022012431188363053 -0.0067438773961881072 0.014311064556675621 0.0022485771303966855 -0.022124680997668896 0.030301059926581515 0.030465155157575322 0.034392234826089614 -0.0031026747898640311 0.00026678684749490496 0.00083845308546690348 0.0055821637378406725 -0.018673951665986625 -0.02389683993347913 -0.022979022939264154 0.043602277083020342 0.0051592978999726504 0.0026656948192262365 -0.022555236167730246 -0.0050228221471538131 0.025806366120841296 -0.016377286674948525 0.0011534836561408208 -0.012117090247114593 -0.0057837397266309728 -0.022430394519130318 leaf_weight=7665.7694690832868 2.8807494156062647 2.2244880627840748 1.623637470416724 2.8202495276927948 3.067293856292963 2.8372578695416451 2.9251494258642197 4.4148383513092977 3.3864662498235694 3.6759224049747008 5.0189008414745331 3.7651274520903826 12.924716791138055 3.6108029447495928 4.8187090419232845 8.54309025406838 2.7257575355470163 3.0724822133779526 4.6316000595688811 2.7985207438468933 4.8796850331127626 4.3150752782821655 7.9635794833302525 11.051909439265726 8.1378844454884511 3.133704036474227 1.886447040364146 leaf_count=26168 22 35 23 16 30 30 17 30 12 29 23 32 98 17 35 65 25 18 20 26 37 16 42 46 68 18 19 internal_value=-3.70966e-06 -0.0035391 -0.00126127 0.00209962 0.00627638 -0.00396158 0.0159421 5.51275e-06 0.00321096 0.000406238 0.0143991 0.016727 -0.00486762 0.000285442 -0.0148985 -1.17508e-05 -0.00524029 0.00832637 -0.0123918 -0.00805134 5.15588e-06 0.00944523 -6.12712e-06 -0.0061883 9.19195e-06 -0.0183643 -0.0151744 internal_weight=7788.9 20.2653 18.0408 14.5307 11.65 5.65751 5.99244 7768.64 41.6155 34.4639 9.43374 7.15159 25.0302 16.5355 8.49463 7727.02 24.9052 8.59676 16.3084 5.871 7702.12 9.19476 7692.92 19.0155 7673.91 11.6768 3.51008 internal_count=27017 192 157 115 93 46 47 26825 276 232 53 44 179 115 64 26549 172 69 103 44 26377 53 26324 88 26236 83 42 is_linear=0 shrinkage=0.03 Tree=1179 num_leaves=31 num_cat=0 split_feature=4 4 5 5 10 11 5 10 4 7 11 2 11 8 0 4 5 4 8 6 4 9 9 13 11 4 11 11 5 5 split_gain=0.268042 1.83433 3.00274 4.71105 4.11907 3.43587 2.72568 2.50565 1.64536 3.47198 3.76865 4.44476 4.51353 3.85235 2.73002 3.69063 4.15318 3.00168 2.69776 2.371 2.59171 2.50833 1.73559 1.69467 1.48972 3.03121 2.80615 3.41682 4.28433 3.12763 threshold=1.7100000000000002 1.7550000000000003 1.8450000000000004 1.7400000000000007 -0.33333333333333331 0.33333333333333326 1.7100000000000002 1.5000000000000004 1.6600000000000006 1.7000000000000004 -1.0000000180025095e-35 1.3 -0.33333333333333331 6.5000000000000009 475.00000000000006 1.6900000000000006 1.3550000000000006 1.6900000000000006 4.9000000000000012 1.7000000000000004 1.6900000000000006 3.3000000000000003 4.7000000000000002 3.7000000000000006 1.1666666666666672 1.7850000000000004 0.83333333333333337 0.50000000000000022 1.4450000000000007 1.4850000000000008 decision_type=2 2 2 2 2 2 2 2 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 6 -4 -5 7 -2 -1 10 11 13 -13 -10 15 16 -11 18 -16 21 -21 -12 -19 -17 26 -26 27 -3 -29 -28 right_child=1 24 4 5 -6 -7 -8 -9 9 14 19 12 -14 -15 17 23 -18 22 -20 20 -22 -23 -24 -25 25 -27 29 28 -30 -31 leaf_value=-1.1310443319126429e-05 -0.0011401901053790153 -0.00048982295607628834 0.0036301318346729375 0.0026485497297207717 -0.018392011794262583 0.028681989023293799 -0.021122755205948779 -0.014733478598276416 0.0047255616253707574 0.011777714863241131 -0.017152956764523202 0.010025990133217968 0.034103438245221711 -0.021115537877149291 -0.014382344619337219 -0.010723281707197862 -0.012013790861289722 0.0031625362853677291 0.0049186685576769048 0.015391745076417988 -0.0025842453976139827 8.861649643670478e-05 0.022441106611236081 -0.029332540406218448 0.013381967406139082 0.0012171135738548956 0.001035650063496004 -0.0013166429089837357 0.0073599198822565989 -0.007898806853367718 leaf_weight=6554.445737361908 168.18171358853579 1255.8920299895108 11.51874655485153 11.750716730952265 22.724159084260464 7.4587785601615897 7.0628392100334159 13.159269690513609 23.355043478310112 12.308815330266954 8.237143546342848 59.847529664635658 7.9362942874431601 6.6763782352209082 11.947259992361071 10.454093784093859 14.246975928544996 8.8013544529676455 14.340991109609602 18.239532396197323 11.9462783485651 97.270179599523544 8.0439437925815565 7.6104763448238364 20.25203999876976 205.47449252940714 59.504990465939045 89.467364199459553 119.80660874396563 86.558413937687874 leaf_count=19561 480 3991 39 34 77 22 20 37 70 35 23 178 23 20 33 29 39 26 41 55 37 288 23 21 58 642 193 295 368 259 internal_value=1.18252e-06 -0.000297323 -0.00275329 -0.00139573 -0.0109841 0.012757 -0.00283873 -0.00212661 9.14332e-05 0.00218763 0.00409951 0.0085884 0.012845 -0.00101925 -0.0028998 -0.00810229 -0.000986243 0.00248203 -0.00385309 0.000863673 0.0082776 -0.00125746 0.0123684 -0.0185632 2.60332e-05 0.00230854 -0.000293736 0.000101562 0.00365058 -0.00425898 internal_weight=8954.52 2078.81 241.856 207.613 34.2429 19.2095 188.404 181.341 6875.71 321.262 233.508 97.8152 67.7838 30.0314 87.7539 44.6204 26.5558 43.1335 26.2883 135.693 30.1858 105.507 16.8453 18.0646 1836.96 225.727 1611.23 1465.17 209.274 146.063 internal_count=27017 6515 709 593 116 56 537 517 20502 941 694 291 201 90 247 124 74 123 74 403 92 311 49 50 5806 700 5106 4654 663 452 is_linear=0 shrinkage=0.03 Tree=1180 num_leaves=31 num_cat=0 split_feature=4 4 8 7 5 3 12 2 6 8 9 3 11 4 6 6 4 10 12 8 4 5 6 7 13 4 9 11 9 0 split_gain=0.244448 2.70586 1.91598 3.23964 3.11796 2.64689 2.38471 1.95634 1.78552 1.59632 2.6198 1.54402 3.57696 3.52512 3.61659 2.9216 4.97613 2.83024 2.62454 2.60837 1.98695 1.74812 1.51736 2.54788 4.21587 2.64364 1.86345 2.07421 1.89301 1.49054 threshold=1.1050000000000006 1.1350000000000007 4.9000000000000012 0.90000000000000013 1.4950000000000008 0.50000000000000011 3.5000000000000004 1.3 1.3 6.5000000000000009 6.1000000000000005 0.90000000000000013 -0.83333333333333315 1.0350000000000008 0.70000000000000007 0.70000000000000007 1.0250000000000006 -1.4999999999999996 0.90000000000000013 3.9000000000000004 1.0950000000000009 2.1550000000000011 2.7000000000000006 1.7000000000000004 4.9000000000000012 1.3350000000000006 4.1000000000000005 -0.66666666666666619 4.5000000000000009 475.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 5 4 -4 -2 7 -7 29 11 -11 15 20 14 -14 16 -1 -17 -19 -15 21 -13 -3 26 -25 -26 27 -24 -28 -5 right_child=1 22 3 8 -6 6 -8 -9 -10 10 -12 12 13 19 -16 17 -18 18 -20 -21 -22 -23 23 24 25 -27 28 -29 -30 -31 leaf_value=-0.022413520675760423 0.019669780030953137 3.3245393143418615e-05 0.021684370433149219 -0.0071737020323334004 -0.0041279879509871567 0.00464896390167848 0.01818492104419411 -0.0048400087738115442 -0.00075527422231883045 -0.016272569230235959 0.0089702248309215422 -0.006716975323743565 0.0097943483539169075 -0.0068937644416471877 0.00056267536283801094 -0.017698365198248252 0.0097851411643966237 -0.0070259633214475384 0.0033222924665173561 -0.00054899902789636999 0.010450094549152926 0.0075163618748452354 -0.0014242979137414112 0.01703157182673553 -0.013809423078042891 0.0037725447932404317 0.008038846336864065 -0.021859091957508386 -0.0061651006529888494 -0.026385431814481539 leaf_weight=11.357491299510004 10.455193698406218 5792.3683160543442 8.9526741206645983 10.424443617463114 7.9532269090414038 113.96170292049646 10.012755759060381 23.604938164353371 22.43071623146534 13.148770600557329 5.1494412273168555 134.28788907825947 41.260166302323341 97.094849444925785 513.73857130110264 6.341598540544509 6.97121238708496 23.854283913969994 292.87742327153683 146.00583316385746 7.0244120061397544 8.2427596226334554 6.9716291129589107 12.801611959934233 12.93059115111828 19.015638642013073 10.044757805764673 12.46086312830448 53.007945537567139 5.5801032632589331 leaf_count=40 35 21317 29 36 30 373 39 81 78 55 20 488 133 336 1760 23 23 90 974 503 25 41 25 40 47 70 35 47 203 21 internal_value=2.30437e-06 8.16968e-05 0.00340073 -0.00140319 0.00954118 0.00508299 0.0040496 0.00302076 -0.00621712 -0.000370136 -0.0091688 -0.000245239 -0.000868427 -7.05697e-05 0.00124898 0.00148459 -0.010167 0.00214561 0.00254293 -0.00308311 -0.00512619 -0.00589384 -3.794e-05 -0.0032787 0.00248515 -0.00334395 -0.00640556 -0.0145279 -0.00390231 -0.013872 internal_weight=7440.33 6132.98 213.376 55.3412 16.9059 158.035 147.579 137.567 38.4353 1307.35 18.2982 1289.06 947.654 798.099 554.999 341.402 18.3287 323.073 316.732 243.101 149.555 142.531 5919.6 127.233 44.7478 31.9462 82.4852 19.4325 63.0527 16.0045 internal_count=27017 22506 722 194 59 528 493 454 135 4511 75 4436 3286 2732 1893 1150 63 1087 1064 839 554 529 21784 467 157 117 310 72 238 57 is_linear=0 shrinkage=0.03 Tree=1181 num_leaves=31 num_cat=0 split_feature=0 8 4 11 10 11 2 4 5 9 13 10 3 6 13 5 2 4 4 13 2 4 9 9 3 5 0 9 5 4 split_gain=0.28424 1.30797 1.26451 3.25233 3.2484 3.96384 3.29813 1.67928 2.49355 1.70036 1.56795 4.9058 4.6518 3.01119 3.27236 1.67798 1.14215 1.65777 2.7641 2.31247 2.23155 1.69748 1.16899 4.2647 2.34226 1.04142 3.74139 1.01607 0.341873 0.00102167 threshold=575.00000000000011 2.1000000000000005 2.2150000000000007 -1.0000000180025095e-35 1.1666666666666672 0.50000000000000022 1.7000000000000004 2.555000000000001 1.7650000000000006 7.9000000000000012 4.1000000000000005 -1.0000000180025095e-35 1.5000000000000002 2.7000000000000006 3.5000000000000004 1.0750000000000008 3.3000000000000003 2.2850000000000006 2.2950000000000013 3.5000000000000004 1.7000000000000004 2.2550000000000012 6.7000000000000002 6.5000000000000009 1.9000000000000001 1.5050000000000006 350.00000000000006 5.1000000000000005 1.1850000000000007 2.2350000000000008 decision_type=2 2 2 2 2 2 2 2 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 10 7 6 -6 -5 9 -9 -4 13 12 -12 14 -3 -13 17 21 -19 20 -20 22 23 -1 -24 28 -27 -23 -18 -30 right_child=1 2 3 4 5 -7 -8 8 -10 -11 11 15 -14 -15 -16 -17 25 18 19 -21 -22 27 24 -25 -26 26 -28 -29 29 -31 leaf_value=-8.6281461078282403e-05 -0.012525912967843058 0.00054497964799561421 -0.019132425552493663 0.019698687679062507 0.029193005363537621 -0.0025056737938910843 -0.007202364554605367 0.01371994921612053 -0.022796461117087777 0.0068278565830907599 -0.0014164947974676504 0.0028233711200204778 0.023163550682801952 -0.016303156669448822 0.0055308713250969196 -0.012305674302985218 -0.0073644581906633748 0.027371329187207017 -0.0076587021483168179 -0.014819090779001932 0.0073397515767668828 -0.02269628374204025 -0.0022926714072021674 0.0046429704575787403 0.00096393416308429038 -0.020029177736526887 0.015561376410847726 -0.002971317784794608 -0.022615455776875654 -0.021694471718932504 leaf_weight=5385.6552978716791 6.9977162927389136 953.95761737413704 17.910341314971454 4.7505328841507426 7.1703559681773168 7.0325501002371311 30.035322700627148 4.7756304489448658 2.5988786015659571 2.600406125187873 26.120281744748354 7.9660692401230326 9.4315362125635129 8.9553649723529798 135.27201560884714 38.415791526436806 2.0740425288677242 4.4487691894173613 10.841219477355478 6.0005400180816642 50.591104295104742 4.7093114964663965 552.98623030632734 177.25947483628988 310.30596093088388 5.2707550004124624 5.3632998540997505 4.6921301484107971 2.2449127323925495 2.096358347684145 leaf_count=18158 24 3676 165 30 45 47 270 59 22 14 98 32 28 27 487 133 21 20 51 38 267 35 1687 535 924 32 31 20 17 24 internal_value=-3.5609e-06 0.000408194 0.000480199 -0.00324791 0.00140761 0.0134974 -0.00352862 -0.0114267 0.000851063 -0.0158411 0.000723051 -0.00328037 0.00510434 0.00102174 0.00116418 -0.00970727 -8.33297e-05 -6.30129e-05 0.00446766 0.00295663 0.00469291 -0.000113618 -9.49818e-05 6.44138e-05 -0.0011221 -0.00783794 -0.00207903 -0.0128518 -0.0173839 -0.0221707 internal_weight=7788.53 1263.99 1256.99 76.874 48.9888 14.2029 34.7859 27.8853 7.37451 20.5107 1180.12 81.9337 35.5518 1098.18 1089.23 46.3819 6524.54 6507.49 71.8816 67.4329 61.4323 6435.61 6426.21 5562.91 863.292 17.0494 10.6341 9.40144 6.41531 4.34127 internal_count=27017 5157 5133 652 392 92 300 260 81 179 4481 291 126 4190 4163 165 21860 21735 376 356 318 21359 21304 18693 2611 125 63 55 62 41 is_linear=0 shrinkage=0.03 Tree=1182 num_leaves=13 num_cat=0 split_feature=8 2 8 2 8 10 8 10 10 4 9 4 split_gain=0.269743 2.24591 0.473589 1.11128 0.374763 2.35783 1.2872 1.27266 1.02296 0.391502 0.963071 0.508021 threshold=10.100000000000001 1.7000000000000004 9.7000000000000011 1.7000000000000004 9.1000000000000014 0.33333333333333326 8.9000000000000021 -0.49999999999999994 -0.49999999999999994 2.8950000000000009 5.5000000000000009 2.3450000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 6 7 9 -6 -8 11 -11 -1 right_child=1 -3 3 -5 5 -7 8 -9 -10 10 -12 -13 leaf_value=-2.8712809808165409e-05 0.0097202906724075284 -0.014142553914410244 -0.0047359460378381783 0.012955654505112491 -0.0035460713275638259 0.0098037639098875959 0.017805538570703959 -0.020150227225106569 0.0024012192590208777 -0.012064280963716735 0.0035465279199096674 0.001648166389508494 leaf_weight=8704.3200625032187 6.1382740437984458 8.4173518195748311 5.4243532419204694 7.7765133753418922 11.184487275779249 8.1093375757336599 6.379997685551646 6.6097660735249546 9.9008803218603116 7.8132666274905187 6.5286797657608986 165.69517064839602 leaf_count=26067 19 29 16 32 39 31 21 22 36 29 24 652 internal_value=1.31445e-06 -0.00407932 7.95851e-06 0.00568602 -4.38394e-07 -0.00360364 1.0048e-05 -0.00971377 0.00843772 -5.39595e-06 -0.004958 2.61191e-06 internal_weight=8954.3 14.5556 8939.74 13.2009 8926.54 25.9036 8900.64 17.7943 16.2809 8884.36 14.3419 8870.02 internal_count=27017 48 26969 48 26921 92 26829 61 57 26772 53 26719 is_linear=0 shrinkage=0.03 Tree=1183 num_leaves=12 num_cat=0 split_feature=8 8 5 10 4 5 0 5 13 5 12 split_gain=0.244337 0.424421 0.792802 1.55061 0.482548 0.604164 1.99757 0.554013 1.62616 0.557602 0.310077 threshold=1.1000000000000003 1.7000000000000004 1.5450000000000002 -0.33333333333333331 0.53500000000000014 0.62500000000000033 475.00000000000006 0.67500000000000016 3.7000000000000006 0.74500000000000033 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 -2 -3 6 -6 8 -7 -9 -1 right_child=1 4 -4 -5 5 7 -8 9 -10 -11 -12 leaf_value=-0.01081533480538855 0.017819294133095909 0.0082805305779136661 -0.0049685087428499751 -0.0012982594067927557 -0.017149595284325397 -0.0036770847333022628 0.0038321196124236957 -0.0039698158874545038 0.018436419637075433 8.1762688711448556e-06 0.0005190711847086986 leaf_weight=4.2517869770526868 7.3341963738203058 6.3219928890466681 6.0420873761177054 7.9654088765382776 7.5183378532528904 6.5508909821510297 8.9394940063357335 31.850659355521202 5.5104180723428726 7343.2991760019213 4.4414416179060936 leaf_count=21 23 21 20 25 37 28 39 130 18 26633 22 internal_value=2.07308e-06 7.95319e-06 0.00423251 0.00786615 -4.21405e-06 -1.12884e-05 -0.00575284 1.5031e-06 0.00642585 -9.00327e-06 -0.00502449 internal_weight=7440.03 7431.33 21.3417 15.2996 7409.99 7403.67 16.4578 7387.21 12.0613 7375.15 8.69323 internal_count=27017 26974 68 48 26906 26885 76 26809 46 26763 43 is_linear=0 shrinkage=0.03 Tree=1184 num_leaves=15 num_cat=0 split_feature=9 10 9 4 5 12 9 9 0 13 5 9 5 5 split_gain=0.280361 1.7627 1.45668 0.445418 3.11165 4.30612 3.49653 0.434752 5.39093 2.28683 1.19939 1.04772 2.32163 0.626572 threshold=1.5000000000000002 0.33333333333333326 1.7000000000000004 0.68500000000000016 1.8750000000000002 2.1000000000000005 3.9000000000000004 2.1000000000000005 525.00000000000011 3.7000000000000006 1.0350000000000008 2.3000000000000003 1.2650000000000006 0.62500000000000033 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 5 6 -4 8 9 -5 -10 12 -9 -13 right_child=2 -3 3 7 -6 -7 -8 11 10 -11 -12 13 -14 -15 leaf_value=0.015170185521518928 -0.013076724792621418 -0.0090822803790774047 -0.013905449440232275 -0.019331751236570688 -0.014535926664893216 0.020337970113961438 0.006339401408181033 0.0090505532289726128 0.0052258772737227843 0.0030414319718832603 0.027108733461162497 0.0077789667565163218 -0.0072267917613972185 -3.8266212705548171e-05 leaf_weight=6.2953165732324106 7.6711590550839892 4.7189678084105253 11.036128014326094 13.635911352932458 8.1475460380315763 12.939056560397146 25.233296617865562 30.133029088377953 4.8409684449434263 5.8867429345846167 4.2186658009886742 9.239171486347912 10.681764274835585 7633.4156210655347 leaf_count=28 39 22 35 64 24 37 74 124 24 23 17 54 39 26413 internal_value=-3.49171e-06 0.00477944 -1.02655e-05 2.63569e-06 0.00263658 0.00547986 0.000179261 -1.69535e-05 -0.00371002 -0.0125855 0.0154157 -3.21534e-06 0.00479056 -2.8816e-05 internal_weight=7788.09 11.0143 7777.08 7769.41 57.356 49.2085 36.2694 7712.05 28.5823 19.5227 9.05963 7683.47 40.8148 7642.65 internal_count=27017 50 26967 26928 170 146 109 26758 128 87 41 26630 163 26467 is_linear=0 shrinkage=0.03 Tree=1185 num_leaves=28 num_cat=0 split_feature=5 3 2 11 7 13 11 11 5 2 10 2 5 8 5 8 10 11 12 2 13 5 7 3 5 9 9 split_gain=0.266532 1.42258 2.03681 1.58832 1.33745 2.20433 1.91169 1.44492 1.28994 3.47653 2.05601 1.38615 1.05927 1.0393 0.508076 2.51262 4.28104 4.47023 3.25271 2.36564 2.36079 1.11775 2.66778 3.62005 0.6267 5.04106 1.09176 threshold=0.76500000000000024 1.1000000000000003 1.5000000000000002 0.50000000000000022 1.3 2.5000000000000004 -0.83333333333333315 0.33333333333333326 0.79500000000000004 1.3 1.0000000180025095e-35 0.90000000000000013 0.7150000000000003 4.5000000000000009 0.89000000000000024 4.7000000000000002 0.83333333333333337 -0.66666666666666619 1.7000000000000004 0.70000000000000007 2.3000000000000007 0.92500000000000027 0.70000000000000007 0.90000000000000013 0.99000000000000021 3.1000000000000005 2.9000000000000004 decision_type=2 2 2 2 2 2 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 13 -6 -8 9 11 -11 -2 -5 -1 15 16 17 -10 19 -17 -20 22 -16 -24 25 -23 -26 right_child=8 2 -4 12 6 -7 7 -9 14 10 -12 -13 -14 -15 21 18 -18 -19 20 -21 -22 24 23 -25 26 -27 -28 leaf_value=-0.0070481548040527923 -0.0058810630263754467 -0.018596711342560808 0.0049196976525936222 0.0046189980736423926 -0.013002828649008353 0.018727202829738873 0.0035330553925066515 -0.0093407336397266991 -0.0098886741525067885 0.016460410710724384 -0.0044286877788607334 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internal_value=1.27648e-06 0.00142815 -0.00778728 0.00262286 0.00117399 0.00661713 -0.00129892 0.00109179 -1.74988e-05 -0.00538587 0.00481114 -0.0130377 0.0122069 0.0007529 6.9707e-06 0.00146771 -0.00181888 0.00042422 0.00475659 0.0130462 0.00137936 -2.86114e-05 -0.00337795 -0.00507697 6.36005e-06 0.00141726 -4.06731e-05 internal_weight=8954.05 116.29 13.3459 102.944 89.4256 27.9358 61.4897 51.0599 8837.76 40.1005 17.1912 22.9094 13.5189 18.8216 8797.65 209.206 104.64 92.0599 104.567 30.2692 74.2975 8588.45 88.748 80.1916 8499.7 274.202 8225.5 internal_count=27017 362 42 320 274 83 191 160 26655 118 54 64 46 57 26537 609 293 258 316 84 232 25928 252 227 25676 796 24880 is_linear=0 shrinkage=0.03 Tree=1186 num_leaves=31 num_cat=0 split_feature=12 11 0 5 5 8 2 12 10 5 0 7 6 12 3 9 13 13 4 8 10 13 11 5 5 6 5 0 4 9 split_gain=0.243204 1.36175 1.40152 3.84798 2.49346 2.62475 1.90004 1.63946 3.05383 1.89882 1.83699 1.50364 1.49276 0.911523 3.34032 2.77736 2.52527 4.84489 2.12177 2.37335 2.8432 1.51616 1.43827 3.52657 3.87081 3.65949 3.35169 4.60505 3.50455 2.49815 threshold=2.1000000000000005 -2.1666666666666656 475.00000000000006 1.9900000000000007 1.8450000000000004 4.1000000000000005 1.5000000000000002 0.90000000000000013 0.33333333333333326 0.78500000000000025 875.00000000000011 1.7000000000000004 1.3 2.5000000000000004 1.9000000000000001 2.3000000000000003 0.90000000000000013 1.1000000000000003 1.2550000000000006 4.3000000000000016 -1.0000000180025095e-35 3.1000000000000005 -0.33333333333333309 1.7700000000000007 2.515000000000001 2.3000000000000003 1.4750000000000008 475.00000000000006 1.195000000000001 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 6 -6 -3 8 11 12 -11 -4 -9 14 15 21 -17 -18 19 -16 -21 -2 23 26 25 -25 28 -28 -15 -26 right_child=13 2 7 -5 5 -7 -8 9 -10 10 -12 -13 -14 22 18 16 17 -19 -20 20 -22 -23 -24 24 29 -27 27 -29 -30 -31 leaf_value=-0.011484135443346977 -0.0023651231797774241 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1297.4800988286734 9.4213429987430555 5.6325413882732391 7.2515396922826749 8.4683885723352414 2445.2239041887224 404.70877992361784 18.050825968384743 29.651431292295456 213.88245260715485 244.21105773374438 524.94372704438865 16.199338771402836 leaf_count=36 34 3486 38 45 25 61 89 55 24 3237 54 36 68 277 51 25 32 4509 35 21 25 32 9179 1499 99 111 751 910 2100 73 internal_value=1.97977e-06 -0.000271796 -0.000219674 -0.000970554 -0.000784498 0.00863079 -0.0010076 0.000585077 -0.00693698 0.000779762 0.000534884 -0.0133102 0.00788535 0.000109441 0.000777982 0.00101977 0.00117876 0.00127115 -0.00832319 -0.00389351 0.00524005 -0.0107941 -0.000120235 0.00060071 0.00276876 0.0035344 -0.00035525 -0.00229087 0.00111113 -0.00694103 internal_weight=7439.9 2097.13 2087.42 1079.85 1068.32 24.729 1043.59 1007.57 25.4198 982.148 949.428 18.4781 32.7198 5342.77 1366.16 1330.8 1313.13 1306.69 35.3548 25.9335 12.8841 17.6719 3976.61 1531.39 468.61 434.36 1062.78 458.094 604.683 34.2502 internal_count=27017 7254 7218 3706 3661 86 3575 3512 98 3414 3291 74 123 19763 4764 4632 4566 4541 132 97 46 66 14999 5820 1782 1610 4038 1661 2377 172 is_linear=0 shrinkage=0.03 Tree=1187 num_leaves=31 num_cat=0 split_feature=12 4 5 5 10 8 12 11 5 7 4 13 10 9 5 9 13 9 7 5 2 13 7 8 5 4 10 5 5 4 split_gain=0.281663 1.63582 3.33022 7.49634 3.88513 3.19918 2.76328 2.4315 4.5562 1.78173 1.64878 1.58258 5.38402 3.82047 3.61568 3.12566 2.66968 4.07331 4.24871 3.67852 2.53982 2.29214 2.67122 2.13237 4.979 3.94029 1.89207 4.29436 3.00647 1.6813 threshold=2.9000000000000008 1.8900000000000006 1.5950000000000004 1.5650000000000006 1.5000000000000004 6.5000000000000009 2.1000000000000005 -1.0000000180025095e-35 1.7950000000000002 3.3000000000000003 1.4250000000000005 4.1000000000000005 -0.49999999999999994 4.1000000000000005 1.1050000000000006 3.5000000000000004 3.7000000000000006 6.7000000000000002 1.5000000000000002 2.055000000000001 1.1000000000000003 4.5000000000000009 2.1000000000000005 2.5000000000000004 1.7150000000000005 1.0150000000000006 1.1666666666666672 1.2650000000000006 1.4150000000000007 1.2350000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 -3 8 -7 -1 -11 16 13 -13 -14 -16 23 19 -19 20 -18 22 -15 24 -2 -26 28 -28 -25 -17 right_child=11 2 5 -5 -6 7 -8 -9 -10 10 -12 12 14 21 15 29 17 18 -20 -21 -22 -23 -24 26 25 -27 27 -29 -30 -31 leaf_value=-4.9163797154199033e-06 0.014303533706537913 0.0067930081054187238 -0.017752189458160605 0.038758119252967106 -0.023666570606427611 0.027505907326150342 -0.0033820085427263042 -0.014029225836506528 -0.011246840393290958 -0.0022960900397799556 -0.024032667614976327 -0.0023751711449196983 0.021938782916173877 0.023212649375993762 0.01030871295191026 0.0048984119640020874 0.0080094135735957316 -0.006397660213343816 0.020771393513547058 -0.021208803111481305 -0.0058872733194377646 0.034689708780774486 -0.0007488780694862436 -0.0024498525074154905 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0.000231883 0.00345581 0.0136561 -0.000175427 -0.00170066 7.87093e-05 -0.00388766 0.00836977 -0.00595456 -0.00420177 0.0199011 0.0142574 0.000298712 0.00593247 -0.00312584 0.000168134 0.00219783 -0.000160917 -0.00429607 internal_weight=7787.96 4903.66 177.502 135.577 131.375 41.9253 124.359 18.5817 10.9223 4726.16 13.0255 2884.3 130.822 34.345 96.477 90.2522 2753.48 144.701 20.8793 123.822 111.06 24.7167 17.8896 2608.78 59.0958 28.3828 2549.68 355.687 2193.99 74.2135 internal_count=27017 16518 930 747 729 183 686 78 42 15588 62 10499 464 121 343 313 10035 522 64 458 418 83 61 9513 177 84 9336 1369 7967 255 is_linear=0 shrinkage=0.03 Tree=1188 num_leaves=21 num_cat=0 split_feature=5 3 2 4 4 7 13 0 5 2 6 2 11 8 10 8 9 5 8 5 split_gain=0.269275 1.36789 1.96689 1.53282 3.69639 1.90838 2.50784 2.11825 1.2404 3.3482 2.05667 1.33984 0.598633 0.493877 0.887881 0.631519 0.828934 0.475387 2.39103 1.07206 threshold=0.76500000000000024 1.1000000000000003 1.5000000000000002 1.8600000000000005 1.7150000000000005 1.5000000000000002 2.5000000000000004 525.00000000000011 0.79500000000000004 1.3 1.5000000000000002 0.90000000000000013 -1.0000000180025095e-35 10.100000000000001 -1.0000000180025095e-35 9.7000000000000011 5.3000000000000016 0.89000000000000024 4.7000000000000002 0.92500000000000027 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 -3 4 5 6 -1 -7 9 11 -11 -2 -5 15 -15 17 -17 18 -10 -19 right_child=8 2 -4 12 -6 7 -8 -9 13 10 -12 -13 -14 14 -16 16 -18 19 -20 -21 leaf_value=0.0013674720262429095 -0.0057655221920582993 -0.018253899736460674 0.0048723844760300821 0.0058437505227993515 -0.017495757691341995 0.0032424661851849384 0.017353806406916347 -0.010836132110751063 -0.0017845989291861619 -0.0050071180750007284 0.015808678524565623 -0.020294280385368055 0.020769088155751472 0.0015370358611919786 -0.013637189696474679 -0.0021111798411101667 0.013311172780474612 -0.003309251829578818 0.0046338159883404914 5.6400662114940997e-06 leaf_weight=19.542441472411156 11.797568559646608 7.1905664950609189 6.1328882873058319 4.4642258286476135 8.4513020887970907 35.907171756029129 16.113980501890182 13.137491047382353 104.63582071661949 9.1314077973365801 8.0272109210491163 11.075884729623793 5.2779267802834493 7.3382118791341782 6.5843547880649549 5.505398213863371 7.2899601981043816 88.724985092878342 104.31006874144077 8472.8031534980983 leaf_count=57 33 22 20 20 29 105 46 40 293 31 23 31 23 24 21 21 26 252 315 25585 internal_value=1.44953e-06 0.0014361 -0.00760869 0.00260728 0.00142314 0.00331083 0.00859207 -0.000528738 -1.74175e-05 -0.00528623 0.00473101 -0.0128007 0.0139297 6.55852e-06 -0.00563926 1.55078e-05 0.00667547 5.79154e-06 0.00141961 -2.87129e-05 internal_weight=8953.44 116.218 13.3235 102.895 93.1524 84.7011 35.6564 49.0447 8837.22 40.0321 17.1586 22.8735 9.74215 8797.19 13.9226 8783.27 12.7954 8770.47 208.946 8561.53 internal_count=27017 362 42 320 277 248 103 145 26655 118 54 64 43 26537 45 26492 47 26445 608 25837 is_linear=0 shrinkage=0.03 Tree=1189 num_leaves=31 num_cat=0 split_feature=2 5 5 7 9 7 6 0 9 6 13 12 5 5 10 6 4 4 8 8 10 11 5 4 4 0 12 9 13 0 split_gain=0.246401 1.84662 1.97292 2.55597 1.87749 1.38168 2.49169 1.8139 3.15329 1.55978 1.33295 0.394898 2.05589 3.43864 3.81106 3.49899 2.87427 2.57687 2.03187 3.75964 5.62353 3.17772 2.54321 4.22073 1.94787 1.4602 1.15155 2.71726 4.37405 4.16597 threshold=0.3000000000000001 1.1150000000000009 1.9750000000000003 1.1000000000000003 4.5000000000000009 1.9000000000000001 1.3 475.00000000000006 4.3000000000000016 0.90000000000000013 2.9000000000000008 2.1000000000000005 1.1350000000000005 1.1150000000000009 -0.83333333333333315 1.9000000000000001 1.7650000000000006 1.5250000000000006 3.9000000000000004 3.7000000000000006 -0.49999999999999994 -1.1666666666666663 1.8450000000000004 1.1350000000000007 1.8300000000000005 575.00000000000011 2.5000000000000004 4.5000000000000009 4.3000000000000016 525.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 -4 10 7 -7 8 -3 -9 -1 12 13 16 -15 -16 17 -2 19 21 -21 -14 24 -24 -20 -18 27 29 -29 -13 right_child=11 2 3 -5 -6 6 -8 9 -10 -11 -12 26 18 14 15 -17 25 -19 22 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0080058899878238995 7.9165419825758717e-05 0.018847825503780263 -0.020247609395154815 0.0092283896100952868 -0.021317760521655862 -0.0039028949720310659 0.019693389710575621 -0.015247582729087423 0.001428349422765287 0.00057002935746185883 -0.0088960491313734413 0.00086389108349738065 -0.011451764941631153 -0.010972771313708858 0.0068749033975684694 0.026450146898305518 -0.0057473047113125227 0.0061974191884082456 -0.0024455409638305288 0.019098870257054628 0.0013453386968309078 0.00015969019102437499 0.021182225747517894 -0.00018505204243886693 0.0045216422711311516 -0.023410160488056313 -0.00014484685956611467 0.0024437161697072551 -0.0086468335160075072 -0.004964262603452352 leaf_weight=7.4300986379385057 495.30264559388161 13.556302711367605 7.0363969877362234 4.2449429035186768 5.7866438776254645 6.1161719858646419 11.794702395796774 6.5918304771184912 30.16159699857235 37.699623882770538 9.6577157974243146 397.38030150532722 22.850732356309891 7.5230147093534461 29.964404985308647 11.323775589466093 22.613564848899845 70.813251189887524 861.71565217524767 23.110888406634331 52.615083530545235 295.81069004535675 11.150929316878317 32.774578839540482 37.694764815270901 5.1767389997839919 3966.3619937133044 769.06925785914063 33.394882701337337 152.83491469174623 leaf_count=25 1683 42 36 18 22 20 36 22 100 128 36 1353 83 27 102 36 101 256 3011 74 169 980 40 120 146 32 14961 2695 120 543 internal_value=2.20694e-06 0.00124854 0.00277026 -0.00915638 -0.00654832 0.00404054 0.0116358 0.00249483 0.00682988 -0.00178408 -0.00154677 -2.17099e-05 -0.000383331 0.00101115 0.00866542 0.0122436 0.000382072 0.000844474 -0.00105332 0.000754927 0.00676356 -0.00067295 -0.0018093 0.00523925 -0.00215354 -0.00903752 0.000112932 0.0008688 0.00198218 -0.000755012 internal_weight=7439.56 140.076 117.202 11.2813 22.8745 105.92 17.9109 88.0094 43.7179 44.2915 17.0878 7299.48 1980.44 642.717 48.8112 41.2882 593.906 566.116 1337.72 394.387 75.726 318.661 943.336 43.9255 899.41 27.7903 5319.04 1352.68 802.464 550.215 internal_count=27017 485 402 54 83 348 56 292 142 150 61 26532 6860 2237 165 138 2072 1939 4623 1306 243 1063 3317 160 3157 133 19672 4711 2815 1896 is_linear=0 shrinkage=0.03 Tree=1190 num_leaves=31 num_cat=0 split_feature=11 6 9 9 2 10 8 6 0 13 4 9 11 13 6 8 6 5 0 2 10 8 8 9 0 4 8 4 4 8 split_gain=0.283728 1.0511 1.17677 2.26795 3.54773 2.53498 2.0169 1.91226 1.27424 1.71004 1.57451 0.916185 0.560905 2.72054 1.84044 4.00102 2.91382 3.00502 2.48936 1.79297 0.614092 2.15913 2.75386 2.67055 2.63925 1.50294 1.38508 2.73932 3.62923 1.91435 threshold=1.8333333333333337 2.7000000000000006 7.1000000000000005 6.5000000000000009 1.1000000000000003 -1.1666666666666663 4.5000000000000009 1.5000000000000002 575.00000000000011 1.9000000000000001 1.4850000000000005 5.3000000000000016 1.5000000000000004 3.9000000000000008 0.50000000000000011 4.9000000000000012 0.90000000000000013 1.8600000000000005 475.00000000000006 0.90000000000000013 -0.99999999999999978 8.9000000000000021 6.5000000000000009 2.9000000000000004 200.00000000000003 2.1650000000000009 8.1000000000000014 1.5350000000000008 1.4050000000000007 6.1000000000000005 decision_type=2 2 2 2 2 2 2 2 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 5 -5 11 -6 -7 9 -4 -11 -2 20 14 15 -14 18 -18 -16 -15 21 22 24 -24 -1 -23 29 28 -28 -22 right_child=1 -3 8 4 6 7 -8 -9 -10 10 -12 -13 13 19 16 -17 17 -19 -20 -21 26 25 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0040038744685376246 0.0042698253137982726 -0.012001271751906501 -0.020354069170387842 0.028316624368194047 0.015849726596111412 -0.0050752204288035743 -0.0045705222723516825 0.0016585647488948469 0.0059029963307534669 -0.010571620287124696 0.0078982914156968068 0.020161840007041135 -0.0042828879073692179 0.00015351332176349094 -0.00037510107158303477 0.032660715438231583 0.0045013395000206681 -0.0042557920748978089 -0.015239059245379386 0.018980767740149684 0.00027827477733955157 -0.022281140247838407 -0.018638344489878046 0.0037706253477711293 -0.00032314903618628141 0.00045544369821169851 -0.0022388887039542652 0.0014926290460163724 0.027714531000473865 -0.0012482521619347096 leaf_weight=215.59739097952843 7.0803627669811231 7.6088079810142508 8.1081108599901217 6.1852150857448605 6.5369930267334011 86.755902301520109 13.030572682619093 67.474924877285957 6.5212099552154532 11.222379446029665 6.5950628370046607 6.0586282834410667 5.7529559135436994 7.1457515358924892 21.711722165346146 4.8733095657080412 108.83487167581916 52.172906771302223 19.02730318158865 12.543839067220686 5027.743767010048 6.9671145379543287 4.9317995607852927 162.21958424989134 938.74941727891564 4.1902784518897533 6.1658003628253928 79.643264332786202 8.8888509273529035 866.8282575905323 leaf_count=728 29 23 26 19 20 316 42 211 21 33 21 20 21 21 80 24 360 154 81 39 16689 33 29 691 3293 27 20 417 29 3500 internal_value=-3.77504e-06 -0.00103446 -0.000664535 0.000223633 0.0085116 -0.00105162 0.00225133 -0.00212924 -0.0059509 -0.00893258 -0.00373505 0.0115979 2.80405e-05 0.00148011 0.000491069 0.0126598 -0.000149874 0.00166368 -0.00731736 0.012148 -1.79818e-05 -0.000600424 -0.000489469 0.00310945 -0.0010106 -0.0137422 0.000111616 0.003711 0.0154468 5.37908e-05 internal_weight=7787.17 233.178 225.569 193.123 25.7528 167.37 19.5676 154.231 32.4468 25.9256 17.8174 13.139 7553.99 232.063 212.373 10.6263 201.747 161.008 40.739 19.6896 7321.93 1332.66 1321.5 167.151 1154.35 11.1574 5989.27 94.6979 15.0547 5894.57 internal_count=27017 781 758 657 81 576 62 527 101 80 54 49 26236 780 720 45 675 514 161 60 25456 4801 4741 720 4021 60 20655 466 49 20189 is_linear=0 shrinkage=0.03 Tree=1191 num_leaves=19 num_cat=0 split_feature=4 0 10 12 9 8 11 4 6 10 5 4 7 9 4 4 4 5 split_gain=0.272243 1.6879 1.8106 1.47781 1.40783 1.28892 1.56301 0.879943 2.17507 2.34596 1.04941 0.378174 3.06177 3.65279 1.87313 1.44357 2.74722 1.99076 threshold=0.61500000000000021 525.00000000000011 -0.33333333333333331 2.3000000000000007 3.9000000000000004 1.7000000000000004 1.0000000180025095e-35 0.68500000000000016 1.7000000000000004 -0.33333333333333331 1.4650000000000007 0.88500000000000023 0.90000000000000013 6.7000000000000002 0.82000000000000028 0.93000000000000027 0.94500000000000017 1.8550000000000004 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 -4 -1 6 -2 8 9 -7 -10 12 14 -14 -9 17 -17 -13 right_child=5 -3 3 -5 -6 7 -8 11 10 -11 -12 15 13 -15 -16 16 -18 -19 leaf_value=0.017555200853859757 -0.017014085331432671 0.016651034463754221 -0.016461956352235213 0.0019699940573320285 -0.0020107643448004421 0.015092802225749678 0.00082604558430721456 0.0018814347152590347 -0.023729657950778086 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245.234 68.2042 8561.21 8406.24 154.976 internal_count=27017 109 90 49 41 26908 61 26847 88 45 43 26759 970 736 234 25789 25309 480 is_linear=0 shrinkage=0.03 Tree=1192 num_leaves=31 num_cat=0 split_feature=4 4 12 0 2 7 2 6 6 8 13 12 10 11 13 6 11 9 11 9 11 8 6 8 8 0 9 10 4 5 split_gain=0.238313 1.56518 2.66409 4.74054 2.73519 2.66649 2.90997 5.08996 4.00948 2.85857 5.3844 3.75188 2.56746 2.26297 2.01504 2.53034 3.32292 2.39059 1.98789 2.31017 1.70402 4.25243 6.19836 2.86402 1.89142 3.45901 2.9985 1.40252 1.27799 1.20074 threshold=1.3650000000000009 1.2550000000000006 3.9000000000000008 475.00000000000006 1.7000000000000004 1.7000000000000004 0.70000000000000007 1.3 0.90000000000000013 4.3000000000000016 3.9000000000000008 1.7000000000000004 -1.0000000180025095e-35 0.33333333333333326 1.5000000000000002 0.70000000000000007 0.33333333333333326 3.7000000000000006 0.50000000000000022 5.7000000000000002 0.50000000000000022 3.5000000000000004 1.3 6.5000000000000009 3.5000000000000004 200.00000000000003 7.7000000000000002 0.50000000000000022 1.1450000000000007 1.3750000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 5 4 12 6 7 -3 -8 10 -7 -11 -4 27 15 16 17 -1 19 -17 24 22 -22 -23 25 -16 -26 -5 -18 -2 right_child=29 2 3 13 -6 9 8 -9 -10 11 -12 -13 -14 -15 20 18 28 -19 -20 -21 21 23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.0091079460970866239 -0.00082154936507027759 -0.010665512321447034 0.027614497365460625 0.0052385261635794099 -0.0079596584860560857 0.0051879956634863569 0.0063607345410544155 0.0021248933407409226 0.00017079704579233215 0.017088643824441953 -0.0098505035049479116 0.004645258348604262 0.00048093212322457502 -0.023406840338789824 -0.0080167636496469349 0.00012935429556608095 0.0029707244844988309 -0.0096363430610874913 -0.019264046312903332 -0.017019565265141701 0.012378544115379343 0.00010852477984403836 0.0012542871112113784 -0.012852998693621727 -0.00019964516900288556 -0.0010357965952784787 0.0076905353369940942 -0.016014672986629268 0.016637837209778759 0.0002482750135408812 leaf_weight=7.5817588269710532 1514.0765127204359 52.171293899416924 6.00401771068573 5.7797102332115191 9.4005253165960294 66.599531352519989 119.4724742770195 60.44436389952898 444.86744613200426 26.924104571342468 31.591636955738068 114.76437811553478 6.5763118416070956 13.103525586426256 75.646379977464676 21.429068759083751 18.480626091361049 31.841278523206711 13.480011150240896 10.55080261081457 66.380757108330727 466.13134556263685 140.47894944995642 15.865073025226591 1120.5271037891507 410.67405959963799 45.092864759266376 5.4104801714420319 9.2345677614212018 2508.6205927059054 leaf_count=24 6021 180 23 26 35 216 389 209 1507 89 108 385 26 55 261 73 60 119 54 44 215 1592 481 63 3857 1430 171 21 30 9253 internal_value=2.09267e-06 0.000186339 0.00121118 -0.00581197 0.00428262 0.00156566 0.000602579 -0.0038005 0.00148123 0.00428353 0.000349569 0.00700979 0.0134305 -0.0149455 -0.000215976 -0.00413606 -0.000435447 -0.00603148 -0.00960138 -0.00552842 -2.74105e-05 0.00122605 0.00482403 -0.000318108 -0.000550101 -0.00212168 0.000105592 -0.00503744 0.00752454 -0.000154389 internal_weight=7439.2 3416.5 963.11 46.2746 21.9809 916.835 676.956 112.616 564.34 239.88 98.1912 141.688 12.5803 24.2937 2453.39 112.598 67.1382 39.423 45.4599 31.9799 2340.8 688.856 206.86 481.996 1651.94 486.32 1165.62 11.1902 27.7152 4022.7 internal_count=27017 11743 3269 186 84 3083 2285 389 1896 798 324 474 49 102 8474 404 233 143 171 117 8070 2351 696 1655 5719 1691 4028 47 90 15274 is_linear=0 shrinkage=0.03 Tree=1193 num_leaves=31 num_cat=0 split_feature=9 11 5 11 9 4 8 7 8 5 11 0 5 7 0 5 13 4 6 5 12 9 13 3 4 5 8 11 0 5 split_gain=0.282126 3.25179 3.74206 2.31663 2.79925 2.94191 2.09372 2.04277 1.95313 1.78205 2.42832 3.11202 1.9623 1.8647 3.12408 2.10749 2.89 1.67556 1.41638 1.23191 1.21643 0.882176 5.4728 2.73747 2.63575 1.84314 1.76073 1.9536 1.67908 1.32317 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 8.3000000000000025 1.7850000000000004 6.1000000000000005 0.90000000000000013 5.1000000000000005 1.8550000000000004 -0.33333333333333309 350.00000000000006 1.6100000000000005 0.50000000000000011 525.00000000000011 2.5850000000000013 2.3000000000000007 1.5150000000000008 1.1000000000000003 1.7150000000000005 2.3000000000000007 7.1000000000000005 4.1000000000000005 0.70000000000000007 1.3750000000000007 1.3550000000000006 2.9000000000000004 -0.33333333333333331 200.00000000000003 1.6100000000000005 decision_type=2 2 2 2 2 2 2 2 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 9 -3 6 7 -6 8 -5 -4 10 11 20 -13 14 -11 16 -15 -17 -8 -12 -2 -1 23 24 -23 -26 27 -25 -28 -24 right_child=1 2 3 4 5 -7 18 -9 -10 13 19 12 -14 15 -16 17 -18 -19 -20 -21 -22 22 29 26 25 -27 28 -29 -30 -31 leaf_value=4.1298720691985138e-05 -0.00037992764955286794 -0.011531042758066308 0.01148002285646902 0.022944763331369668 -0.0077834341297526631 0.009300739085242201 0.011383259984917399 0.0047908676546542135 0.028768947599383768 0.021210471695805498 -0.019966068603921788 0.00062507569894548569 -0.015817339414755598 -0.0069050075582336359 -0.0036582764100817847 0.00051110426884942077 0.0046902891233326621 -0.017054895892932059 -0.0068527100864299176 -0.0049046622805213975 0.013777528420128632 -0.0012271187627890905 0.0059880070995766239 -9.8921002554588916e-05 0.031917667173717551 0.0075881355569926692 -0.0057154646518070397 -0.018463605972625096 -0.0010107383618882641 0.023496515069048124 leaf_weight=7013.8781934557483 11.06613737344742 11.776381835341452 25.356958299875259 7.9761708229780224 27.936365321278572 13.433882795274256 7.5106978788971883 18.558186322450638 7.6565417647361746 9.5900856405496615 12.524999782443048 11.551390483975412 15.034958668053148 28.266885783523321 8.6441496759653074 8.3911105245351809 61.293317459523678 11.703518904745577 7.8287684470415115 8.0152886062860471 10.785901367664335 13.622715115547182 6.8077265024185172 8.8575087189674395 5.0218731313943845 6.3409494832158089 88.650311902165413 12.671222001314161 297.00304249301553 9.047540068626402 leaf_count=24597 34 38 77 25 84 43 26 57 24 33 42 39 46 88 30 28 181 37 24 25 33 41 20 25 20 23 269 37 945 26 internal_value=-3.46237e-06 0.000861927 0.00458354 0.00621587 0.00264231 -0.00223581 0.0112344 0.0102479 0.0154897 -0.00155844 -0.00544489 -0.00177945 -0.00867334 0.000537765 0.00942115 -0.000939432 0.0010306 -0.00971969 0.00207621 -0.0140888 0.00660802 -4.11427e-05 -0.00133178 -0.00196687 0.00767187 0.0183407 -0.00255832 -0.0109079 -0.00209222 0.0159789 internal_weight=7786.8 324.902 128.034 116.258 67.9046 41.3702 48.353 26.5344 33.0135 196.868 68.9787 48.4384 26.5863 127.889 18.2342 109.655 89.5602 20.0946 15.3395 20.5403 21.852 7461.9 448.023 432.168 24.9855 11.3628 407.182 21.5287 385.653 15.8553 internal_count=27017 1014 398 360 209 127 151 82 101 616 219 152 85 397 63 334 269 65 50 67 67 26003 1406 1360 84 43 1276 62 1214 46 is_linear=0 shrinkage=0.03 Tree=1194 num_leaves=31 num_cat=0 split_feature=4 4 5 5 10 11 5 13 4 2 8 10 5 12 4 2 12 5 9 0 8 11 11 4 11 11 5 5 10 5 split_gain=0.272124 1.74718 2.89174 4.52243 3.98844 3.28148 2.63655 2.4337 1.57659 3.34184 3.3711 3.56069 5.07325 3.76205 3.10147 5.69554 4.08195 2.5676 3.23495 4.57545 3.35295 2.29824 1.43554 2.9101 2.70707 3.26293 4.15138 2.98433 3.88105 2.4878 threshold=1.7100000000000002 1.7550000000000003 1.8450000000000004 1.7400000000000007 -0.33333333333333331 0.33333333333333326 1.7100000000000002 4.1000000000000005 1.6600000000000006 1.5000000000000002 5.1000000000000005 0.83333333333333337 1.2350000000000008 3.7000000000000006 1.7000000000000004 1.9000000000000001 3.7000000000000006 2.0450000000000008 5.1000000000000005 350.00000000000006 6.9000000000000012 0.33333333333333326 1.1666666666666672 1.7850000000000004 0.83333333333333337 0.50000000000000022 1.4450000000000007 1.4850000000000008 -0.49999999999999994 1.6050000000000004 decision_type=2 2 2 2 2 2 2 2 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 6 -4 -5 7 -2 -1 17 11 12 -11 -13 16 -16 -12 18 20 -20 -10 -19 24 -24 25 -3 -27 28 -26 -29 right_child=1 22 4 5 -6 -7 -8 -9 9 10 14 13 -14 -15 15 -17 -18 21 19 -21 -22 -23 23 -25 27 26 -28 29 -30 -31 leaf_value=-8.2435501165292059e-06 -0.0030211512810976045 -0.00048731832344720103 0.0035689899659018319 0.0026004340707778354 -0.018113007678865773 0.028010479500731961 -0.020784182096803796 0.010776842828311302 -0.0059677162626196514 -0.0097157614694062394 -0.0068243351509895316 0.024438320930377806 0.0099456025683616212 0.0015461531651163422 0.024144668838099508 -0.0096504182838605037 0.011464578483634861 -0.027499567516235088 -0.0052774888552070132 0.012512395110378225 0.012946814327380814 -0.00026526765229561012 0.013107637147690867 0.001187510491832608 0.013139712544706587 -0.0013303713041095922 0.0072135678429194588 -0.017368265469077871 -0.0038518610931707531 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-0.0149507 1.62242e-05 0.00225753 -0.000297709 9.05589e-05 0.00356018 -0.00419374 0.000982135 -0.00774894 internal_weight=8952.57 2077.97 241.773 207.639 34.1346 19.2435 188.395 181.347 6874.6 321.229 172.683 91.1329 60.8838 30.2491 81.5498 18.978 62.5719 148.547 137.323 54.8277 82.4951 11.224 1836.2 225.593 1610.61 1464.65 209.113 145.963 59.4345 86.5281 internal_count=27017 6515 709 593 116 56 537 517 20502 941 510 268 179 89 242 58 184 431 386 155 231 45 5806 700 5106 4654 663 452 193 259 is_linear=0 shrinkage=0.03 Tree=1195 num_leaves=31 num_cat=0 split_feature=2 5 5 7 9 4 6 9 0 11 13 8 5 5 9 12 9 11 4 3 10 8 11 5 11 3 12 9 9 5 split_gain=0.240291 1.77241 1.9018 2.48182 1.8315 1.37007 2.46961 2.00373 1.73701 1.9404 1.27325 0.924119 0.380455 3.49716 5.29088 3.59868 4.05919 3.0214 2.59996 2.50811 3.79803 1.97694 1.90981 1.60875 4.41249 2.4786 1.58924 1.35244 1.67002 3.09781 threshold=0.3000000000000001 1.1150000000000009 1.9750000000000003 1.1000000000000003 4.5000000000000009 1.0250000000000006 0.90000000000000013 5.7000000000000002 350.00000000000006 0.50000000000000022 2.9000000000000008 3.9000000000000004 2.0450000000000008 2.0750000000000011 7.1000000000000005 2.9000000000000008 4.9000000000000012 -0.66666666666666619 0.8650000000000001 1.7000000000000004 -1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 2.0250000000000008 1.1666666666666672 1.3 3.9000000000000008 9.5000000000000018 8.9000000000000021 1.8250000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 -4 10 8 -7 -8 11 -10 -1 -3 23 14 15 17 -17 -14 -15 20 -20 -21 -16 27 25 -25 -27 28 -2 -30 right_child=12 2 3 -5 -6 6 7 -9 9 -11 -12 -13 13 18 22 16 -18 -19 19 21 -22 -23 -24 24 -26 26 -28 -29 29 -31 leaf_value=0.0078006803864450807 -5.4117218922190574e-05 0.00065601884481159825 -0.020100653049935982 0.0089734166043632553 -0.021117303613615693 -0.0067728847313003205 0.014431335728937532 0.0015928231238930433 -0.008784435459237341 0.0073532371144305443 -0.0087211464394520415 0.01472116380632672 0.037477761789250164 -0.013057630796670985 -0.023077764343776529 0.024801632230638505 0.00016198468475351013 0.012354735942668437 0.00228485729268854 0.0016541849301518936 -0.0094546973888483023 -0.0064043588942115552 0.00084730929687156951 0.0059180856218707502 0.013785009892889135 -0.01804269486760238 -0.0031678079464917785 -0.010596084886387571 -0.0043551325050887402 0.024513544538863678 leaf_weight=7.4578381031751695 6575.210992898792 8.0135758966207522 6.9405510723590833 4.2669380679726601 5.7184260785579673 9.6180405616760236 30.909044533967972 16.935609668493271 22.077997952699665 9.6311093121767026 9.604119345545767 8.8440878838300687 7.1206378042697933 13.527091659605501 5.7759279459714872 7.7744550332427016 26.626203909516335 10.908323690295218 45.806112557649612 445.26951271668077 54.091498550027609 29.194590415805578 6.2542845457792282 7.1615344285964957 8.6028170734643918 21.930303953588012 9.166271507740019 10.925990015268324 6.4797454476356489 6.9159144163131714 leaf_count=25 23692 26 36 18 22 32 99 57 75 31 36 28 22 57 24 26 93 35 175 1769 212 140 23 25 30 84 37 41 22 25 internal_value=2.0957e-06 0.00123314 0.00272099 -0.00903151 -0.00642397 0.00396325 0.00709839 0.00988688 0.000253865 -0.00388289 -0.0014994 0.00803506 -2.15203e-05 0.000669836 0.00730332 0.0114204 0.00573048 0.0222772 -5.75017e-05 0.000248671 -0.00407175 0.00115833 -0.0106396 -8.93774e-05 -0.00562828 -0.0099936 -0.0136581 -5.00477e-05 -3.2559e-05 0.0105492 internal_weight=7438.76 140.017 117.237 11.2075 22.7804 106.029 57.4627 47.8447 48.5668 31.7091 17.062 16.8577 7298.74 652.349 64.4598 52.4296 34.4007 18.029 587.889 574.362 99.8976 474.464 12.0302 6646.39 46.8609 38.2581 31.0966 6599.53 6588.61 13.3957 internal_count=27017 485 402 54 83 348 188 156 160 106 61 54 26532 2576 223 176 119 57 2353 2296 387 1909 47 23956 176 146 121 23780 23739 47 is_linear=0 shrinkage=0.03 Tree=1196 num_leaves=31 num_cat=0 split_feature=4 8 8 12 6 8 9 13 4 0 0 6 3 5 5 8 10 5 0 6 7 5 12 3 2 4 0 5 5 9 split_gain=0.279259 1.97799 1.67088 3.10928 2.53962 2.1396 1.83391 2.39489 1.65303 1.56105 1.79727 1.46069 3.36685 3.09954 3.41965 3.15738 2.18337 5.83114 5.67274 2.74678 2.70169 3.24292 2.15049 2.10819 2.07079 1.68191 3.75771 3.43828 3.59563 2.85154 threshold=1.3350000000000006 7.7000000000000002 6.9000000000000012 1.7000000000000004 1.1000000000000003 6.3000000000000016 7.7000000000000002 1.9000000000000001 1.2250000000000005 725.00000000000011 925.00000000000011 0.70000000000000007 1.3 2.0650000000000008 2.0250000000000008 2.9000000000000004 1.0000000180025095e-35 1.1050000000000006 475.00000000000006 0.50000000000000011 1.1000000000000003 1.0250000000000006 4.5000000000000009 2.5000000000000004 1.9000000000000001 1.3750000000000007 575.00000000000011 0.91000000000000036 1.0250000000000006 6.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -4 -5 9 7 -7 -3 -1 -11 12 16 14 15 -14 17 18 -2 -19 -18 -22 24 -24 -15 26 27 -13 -29 -28 right_child=11 8 3 4 -6 6 -8 -9 -10 10 -12 25 13 22 -16 -17 20 19 -20 -21 21 -23 23 -25 -26 -27 29 28 -30 -31 leaf_value=-5.4646264323750596e-05 0.022848071354624688 -0.0018410753125044019 0.019047933308597737 0.013424866465654247 -0.0040794076113087833 0.0082014351607910679 -0.018638587944945325 -0.0053138875964291862 -0.021131973010479983 -0.017210087076498768 0.0036734717287672507 -0.015215376930647806 0.024238902220635801 -0.0052512598967309069 0.023544004989934027 0.0011433493735633238 -0.016302395308673705 -0.010797775299801238 -0.0050929940945259114 -0.00070318667361816088 -0.022534482313274082 -0.00179015337603117 0.016902857408714087 -0.0034993473370423024 -0.020873253492100428 0.0001604955195182918 0.013773766107679606 0.017727110844112964 0.00098808835944956259 -0.003467422476540406 leaf_weight=3301.1308953389525 15.051019424572589 8.7110102772712725 11.459872320294378 10.590527594089506 25.234119147062302 13.796471439301966 7.6347685754299155 81.535111844539642 7.3887244910001746 10.014590457081793 5.8904675990343085 11.229480832815169 5.4641112089157096 26.404662400484085 6.6597424820065489 212.87300536595285 24.861799972131848 43.105413583107293 11.564113064669071 55.489610714837909 7.8107472974807015 51.511624148115516 6.1542399413883713 17.576982229948044 10.744049102067946 3469.3069149153307 39.021693982183933 12.075890660285948 264.87301804125309 11.086379557847975 leaf_count=10234 81 28 37 36 79 45 22 271 25 41 26 46 18 84 24 934 138 248 92 284 67 309 28 62 46 12681 122 45 831 33 internal_value=-3.62019e-06 -0.000203302 -0.000154589 0.00544624 0.00109523 -0.000232025 -0.00449097 -0.00335794 -0.0106943 -9.98204e-05 -0.00947582 0.000158032 -0.00137456 0.000742364 0.00236727 0.00172134 -0.0042647 -0.00175282 0.0107078 -0.00511651 -0.00800069 -0.00452148 -0.0052629 0.00179158 -0.00976941 0.000357383 0.00237657 0.00105812 0.00171797 0.00995916 internal_weight=7786.25 3483.39 3467.29 47.2845 35.8246 3420 102.966 95.3316 16.0997 3317.04 15.9051 4302.86 495.271 285.877 224.997 218.337 209.394 125.21 26.6151 98.595 84.1842 59.3224 60.8799 23.7312 37.1487 3807.59 338.286 288.178 276.949 50.1081 internal_count=27017 10844 10791 152 115 10639 338 316 53 10301 67 16173 2415 1196 976 952 1219 705 173 532 514 376 220 90 130 13758 1077 922 876 155 is_linear=0 shrinkage=0.03 Tree=1197 num_leaves=31 num_cat=0 split_feature=13 9 0 4 4 5 9 7 8 6 8 7 3 5 5 4 6 5 3 5 13 11 3 3 5 2 4 2 11 7 split_gain=0.270163 1.45727 2.08374 1.24933 3.04066 3.79854 2.6763 2.01771 1.7423 1.6371 2.11414 6.38813 3.88878 1.91632 2.23384 1.57801 0.845195 1.55399 1.89593 1.82359 1.73544 0.663457 2.55538 1.94922 4.50989 3.07194 1.92034 0.710201 2.59698 2.33623 threshold=1.7000000000000004 2.7000000000000006 475.00000000000006 2.0850000000000013 2.2550000000000012 2.055000000000001 5.1000000000000005 0.50000000000000011 6.9000000000000012 1.1000000000000003 4.9000000000000012 1.0000000180025095e-35 0.90000000000000013 0.81000000000000016 0.93000000000000027 2.1750000000000012 0.3000000000000001 1.4550000000000007 0.70000000000000007 1.1250000000000007 1.9000000000000001 -1.4999999999999996 2.7000000000000006 2.1000000000000005 2.1550000000000011 2.7000000000000006 1.3850000000000007 2.7000000000000006 1.8333333333333337 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 9 7 6 -6 -5 -7 13 12 -12 -11 -3 -15 -9 17 18 -2 -20 -19 22 23 25 -25 -18 -24 -23 29 -29 right_child=16 3 -4 4 5 8 -8 15 -10 10 11 -13 -14 14 -16 -17 21 20 19 -21 -22 27 26 24 -26 -27 -28 28 -30 -31 leaf_value=-0.0037999628560241726 0.01423502288746057 -0.016222466413594781 0.016259976811518084 0.018707615925271596 0.0012761690592156855 0.019370297603957889 -0.013170714646551996 -0.0013386618228341033 -0.0014261569127441817 0.01722919662795383 0.015747104514690694 -0.016333095353205193 -0.0052263262390215386 0.01115715716562478 -0.00069360386586057334 0.011238665562976813 0.0014860160155283539 0.00026377971527595208 0.0088810063048685231 -0.012471067040768643 0.018941082777360972 -7.23778414329003e-05 0.0020079213008914755 0.013175284150823549 -0.012749292187877986 -0.018968372132092039 -0.019860916450449885 0.0030562991847288196 -0.013883617833332949 -0.013166327765041423 leaf_weight=8.1055405288934725 5.5928866341710117 7.0073189437389365 10.965003773570059 11.9469688385725 21.956971697509289 9.0265462547540647 24.326792009174824 19.39044838398695 6.0595659911632529 8.7666555643081647 6.8590494617819777 30.112261764705181 33.325327835977077 14.603184685111044 726.22724927589297 16.718922629952431 292.31060481071472 7.8821615427732494 5.1955689415335682 11.721345722675322 10.365227602422236 7390.5255282986909 6.1489207819104186 31.294934466481209 7.4834342524409285 6.7610395550727835 8.765508243814109 195.10377440042794 9.2234652489423734 8.330562159419058 leaf_count=24 21 21 37 38 86 29 80 66 20 25 24 109 131 44 2255 58 875 25 21 41 38 21941 30 99 32 24 44 720 29 30 internal_value=9.25502e-07 -0.000475873 0.00773391 -0.000643085 0.00236931 -0.00205598 -0.00631713 0.00802059 0.0110171 -0.00104172 -0.00514705 -0.0103815 -0.00054943 -0.000607699 -0.000460003 0.00448474 5.78905e-05 0.004367 -0.000907202 -0.00591336 0.0108732 3.58155e-05 0.00130767 0.00184414 0.00817237 0.00102361 -0.0108448 -2.31946e-05 0.00168608 0.00239199 internal_weight=8952.1 955.398 19.0705 936.327 109.426 61.3699 46.2838 48.0563 15.0861 826.901 79.0633 36.9713 42.092 747.838 740.83 36.1094 7996.7 40.7572 22.5098 16.9169 18.2474 7955.95 352.764 337.85 38.7784 299.072 14.9144 7603.18 212.658 203.434 internal_count=27017 3047 61 2986 377 215 166 162 49 2609 289 133 156 2320 2299 124 23970 146 83 62 63 23824 1104 1030 131 899 74 22720 779 750 is_linear=0 shrinkage=0.03 Tree=1198 num_leaves=31 num_cat=0 split_feature=0 13 3 13 2 5 3 5 5 7 9 9 12 2 8 3 12 2 13 9 9 5 3 13 0 2 9 11 11 5 split_gain=0.240762 2.08274 2.74202 3.32085 4.04574 2.86171 3.61187 3.32961 2.80763 2.57199 2.37952 2.2579 2.23408 3.47945 2.51304 2.33539 2.05875 2.82727 1.92888 2.99493 5.11037 3.08092 3.21503 2.75905 3.69257 3.97674 4.46086 2.71339 6.16028 5.70384 threshold=475.00000000000006 3.1000000000000005 0.50000000000000011 4.1000000000000005 2.3000000000000003 1.0350000000000008 0.70000000000000007 1.3050000000000006 1.5250000000000006 0.70000000000000007 5.1000000000000005 6.3000000000000016 4.9000000000000012 2.7000000000000006 4.9000000000000012 0.50000000000000011 0.90000000000000013 1.5000000000000002 2.9000000000000008 4.1000000000000005 3.1000000000000005 1.1750000000000005 2.1000000000000005 3.9000000000000008 575.00000000000011 0.70000000000000007 6.9000000000000012 -0.33333333333333331 -0.66666666666666619 2.1050000000000009 decision_type=2 2 2 2 2 2 2 2 2 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 11 4 9 6 -5 -7 -6 -4 12 16 13 15 -15 -1 -3 -18 19 20 21 -2 -23 24 25 26 -20 28 -21 -30 right_child=18 2 3 5 8 7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 17 -19 23 27 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0062579238878380759 0.0069510646606274016 0.005480733394104563 -0.016955112760085881 -0.0066088709258323415 -0.0061805688072389363 -0.0049084587381329212 0.017634948613621144 0.0041654474647125723 -0.026191846020348002 -0.0011327329056698362 -0.00068687982735023384 0.010357868520914519 0.013648328307934022 0.0056590168107287812 -0.018130582339745203 0.00090792708621873289 -0.014555029833822394 0.00023808443793159665 -0.0036915151959082616 0.00014189214063148968 -0.0040908414501706694 -0.003784889161200827 0.014632030742930313 -0.0011742108235907832 -0.00088853236928265473 0.0035798090891988529 0.016209663998350391 0.001128806252662048 -0.0096217206469172787 0.011912228233713455 leaf_weight=78.114547848701477 70.597084891051054 8.2785714268684369 9.3625063598155958 7.4594848901033428 18.866042278707031 54.822130605578423 21.388340719044209 108.28208158165216 9.4811593964695913 744.94643994420767 1185.6078435089439 6.2338639050722113 12.768143787980078 5.5575992092490223 14.226335693150757 1225.4296061955392 42.457979656755924 16.012921005487442 122.56927325576544 476.31525771506131 402.54437977075577 72.061791650950909 9.6763996854424459 414.14863479882479 362.33711528591812 736.41599012166262 11.050798781216143 1070.2424599472433 108.9029518533498 12.323063589632509 leaf_count=278 270 30 37 26 86 193 75 383 38 2598 4295 21 53 22 77 4218 152 67 424 1844 1517 254 33 1498 1422 2554 41 4045 416 50 internal_value=2.0258e-06 -0.000175676 -0.00130002 -0.00088001 -0.00174725 0.00265605 0.011366 0.00111555 -0.0128736 -0.00132912 0.000291409 -0.00690874 0.00115951 0.00103901 -0.0114477 0.00122852 -0.0085213 -0.0105038 0.000165954 -0.00041056 -0.00231975 0.00236035 -0.00160464 0.0009442 0.00165611 0.00271586 -0.00204563 0.000224635 -0.0013948 -0.00743272 internal_weight=7438.48 3569.3 1047.59 974.608 782.656 191.952 28.8478 163.104 28.3472 754.309 2521.7 72.9833 1336.1 1323.33 19.7839 1303.54 66.7495 58.4709 3869.19 2222.66 554.88 152.335 81.7382 1646.52 1232.37 870.036 133.62 1667.78 597.541 121.226 internal_count=27017 12649 3706 3436 2759 677 101 576 124 2635 8943 270 4648 4595 99 4496 249 219 14368 8429 2074 557 287 5939 4441 3019 465 6355 2310 466 is_linear=0 shrinkage=0.03 Tree=1199 num_leaves=31 num_cat=0 split_feature=9 11 5 11 9 4 8 7 8 5 11 0 6 9 2 12 5 2 6 5 4 11 9 13 3 4 4 8 7 0 split_gain=0.279643 3.13603 3.61032 2.23906 2.69591 2.82613 2.00097 1.97346 1.8856 1.70916 2.35114 2.9905 1.9658 1.84107 2.41136 2.32403 1.80282 1.82313 1.35895 1.20672 1.17297 0.943176 0.845343 5.25055 2.62126 2.5045 1.75297 1.7038 1.95495 1.62352 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 8.3000000000000025 1.7850000000000004 6.1000000000000005 0.90000000000000013 5.1000000000000005 1.8550000000000004 -0.33333333333333309 350.00000000000006 1.5000000000000002 8.7000000000000011 0.90000000000000013 3.3000000000000007 2.6050000000000009 1.3 1.1000000000000003 1.7150000000000005 1.195000000000001 -0.66666666666666663 7.1000000000000005 4.1000000000000005 0.70000000000000007 1.3750000000000007 1.5350000000000008 2.9000000000000004 0.90000000000000013 200.00000000000003 decision_type=2 2 2 2 2 2 2 2 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 9 -3 6 7 -6 8 -5 -4 10 11 20 -13 16 21 -16 17 -11 -8 -12 -2 -15 -1 24 25 -24 -27 28 -26 -29 right_child=1 2 3 4 5 -7 18 -9 -10 13 19 12 -14 14 15 -17 -18 -19 -20 -21 -22 -23 23 -25 27 26 -28 29 -30 -31 leaf_value=4.0194256183238348e-05 0.015256827113059934 -0.011350635431277366 0.011276813340117445 0.0225792770206086 -0.0076214380230326777 0.0091223277234822476 0.011210284231084975 0.0047148619642286595 0.028279524730336698 0.00042559219322325199 -0.019714930870921649 -0.0010948080736094057 -0.017506625133695077 -0.0009870737817788116 -0.017619266261903892 -0.0023715376600316816 -0.0082201531517456933 0.010662325293823029 -0.0066478212427086517 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0.00451514 0.0061161 0.00260263 -0.00218325 0.0110521 0.0100713 0.0152173 -0.00151968 -0.00533092 -0.00172846 -0.00849973 0.000533142 -0.00359276 -0.0071268 0.00367596 0.00555637 0.0021036 -0.0138651 0.00648437 0.00752194 -4.0496e-05 -0.00130418 -0.00192643 0.00748856 0.0178271 -0.00250648 -0.0107235 -0.00204787 internal_weight=7785.88 324.533 127.922 116.197 67.88 41.3702 48.3171 26.5098 32.9707 196.611 68.8273 48.3976 26.5269 127.783 55.2504 41.9211 72.533 62.6327 15.3465 20.4297 21.8707 13.3293 7461.35 447.836 431.984 25.0697 11.4537 406.915 21.5103 385.404 internal_count=27017 1014 398 360 209 127 151 82 101 616 219 152 85 397 173 131 224 191 50 67 67 42 26003 1406 1360 84 43 1276 62 1214 is_linear=0 shrinkage=0.03 Tree=1200 num_leaves=31 num_cat=0 split_feature=4 13 4 9 6 11 10 5 4 5 3 12 9 11 12 8 13 8 6 12 2 11 4 7 11 11 10 0 4 5 split_gain=0.272246 1.72007 4.33723 3.46372 2.60066 3.54033 3.09489 2.92507 2.36562 3.37984 2.30721 2.18011 3.01671 2.13728 1.88288 1.70123 1.66324 2.7364 3.40251 2.19167 2.02663 1.78087 1.5114 3.31367 3.58541 4.27148 4.59151 2.58887 3.57058 4.00257 threshold=1.7100000000000002 2.5000000000000004 1.7200000000000006 7.5000000000000009 0.90000000000000013 0.33333333333333326 1.1666666666666672 1.9350000000000005 2.0050000000000012 1.9250000000000003 2.1000000000000005 2.9000000000000008 3.3000000000000003 0.50000000000000022 3.3000000000000007 5.7000000000000002 2.9000000000000008 4.1000000000000005 1.5000000000000002 1.7000000000000004 2.7000000000000006 -1.8333333333333328 1.6600000000000006 1.7000000000000004 -1.0000000180025095e-35 -0.66666666666666663 0.83333333333333337 475.00000000000006 1.6900000000000006 1.3550000000000006 decision_type=2 2 2 2 2 2 2 2 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 13 16 11 7 -7 -6 9 15 -10 12 -4 -2 -13 -5 19 18 -18 -3 -21 -19 -1 24 25 26 -24 28 29 -25 right_child=1 3 4 8 5 6 -8 -9 10 -11 -12 14 -14 -15 -16 -17 17 21 -20 20 -22 -23 23 27 -26 -27 -28 -29 -30 -31 leaf_value=-6.8417979223657998e-06 -0.0078258973578174806 0.015026137041620648 -0.0095110622509479142 -0.006583838104603011 -0.0030866276063294929 -0.0008238042166062989 0.010078195344066584 -0.01076090104567671 0.0078830858155124976 0.024523190727708519 -0.012136401221857654 -0.0045951023595204371 0.0051469669694901568 -0.027994580560062956 0.00048988168336708293 0.013846793599717269 -0.018902894331296067 0.012871221283768651 -0.0024772780775073745 0.00049567849337345054 0.0073395885166479416 -0.00034497737894215083 -0.00010770289093333509 0.011615464083849095 0.00081189063486284557 0.017434043268228741 0.019122289472418032 0.0023721782664129863 -0.018231496529252201 -0.01176100533380247 leaf_weight=6552.8276040405035 14.118167623877527 10.969430983066557 13.997360065579413 7.1642733365297335 246.13815778493881 160.35138665512204 27.446929167956114 54.618717506527901 15.011399522423746 13.884598586708305 7.9118725061416617 83.386457107961178 129.96722829341888 7.1103447303175917 306.16435481607914 7.5166257619857788 15.727521881461142 9.3272475749254209 40.77906247228384 294.25953552126884 44.880432300269604 566.44695265591145 52.041807174682617 12.278842538595201 135.70507350191474 31.539776101708412 14.230457946658133 43.064517885446548 18.055925458669662 14.233672648668287 leaf_count=19561 41 31 48 21 731 490 83 191 46 51 26 278 414 22 1014 21 44 29 118 897 174 1745 156 35 403 93 42 123 50 39 internal_value=6.89447e-07 -0.000300285 -0.00115967 0.00056693 -0.000880902 -0.00246229 0.000769535 -0.00448031 0.00815172 0.0139121 0.000973443 0.000567223 0.0037218 -0.0145813 -0.0005986 0.00387665 0.000169398 -0.000749153 -0.00704903 0.00182826 0.00140137 -0.000130882 9.16379e-05 0.00210104 0.00396784 0.00834641 0.0040215 -0.00287344 -0.00794204 -0.000934572 internal_weight=8951.16 2077.18 1043.3 1033.88 1022.07 488.555 187.798 300.757 51.4888 28.5655 22.9233 533.515 143.965 21.2285 389.551 14.6809 982.39 632.281 56.5066 350.109 339.14 575.774 6873.98 321.15 233.517 97.812 66.2723 87.633 44.5684 26.5125 internal_count=27017 6515 3312 3203 3249 1495 573 922 165 93 72 1754 462 63 1292 42 3038 1936 162 1102 1071 1774 20502 941 694 291 198 247 124 74 is_linear=0 shrinkage=0.03 Tree=1201 num_leaves=31 num_cat=0 split_feature=4 4 9 6 3 9 10 7 2 8 7 5 8 9 10 4 9 5 10 2 7 10 12 8 10 13 5 4 4 10 split_gain=0.248457 2.65652 3.33596 2.32982 1.9745 2.27921 1.95936 1.95729 2.77371 4.72254 5.23974 3.43069 2.94599 2.58321 4.61884 3.645 3.78317 2.45987 3.10499 2.32341 2.32146 3.39211 2.58017 2.01081 1.90412 1.70681 3.94531 1.88224 1.69562 1.66975 threshold=1.7950000000000006 1.7750000000000004 7.9000000000000012 1.1000000000000003 1.1000000000000003 4.1000000000000005 -0.66666666666666663 1.3 1.3 5.5000000000000009 1.9000000000000001 1.3850000000000005 4.9000000000000012 3.5000000000000004 1.1666666666666672 2.0850000000000013 2.5000000000000004 1.4450000000000007 -1.0000000180025095e-35 1.1000000000000003 2.7000000000000006 -0.33333333333333309 2.7000000000000006 4.5000000000000009 -2.8333333333333326 1.7000000000000004 1.5850000000000006 1.8050000000000004 2.1150000000000007 -0.33333333333333331 decision_type=2 2 2 2 2 2 2 2 2 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 29 5 -5 -6 13 9 11 19 -9 17 14 15 16 -2 18 -10 -11 22 -22 -14 -13 -15 26 -26 -27 -19 -3 right_child=7 2 -4 4 6 -7 -8 8 12 10 -12 23 20 24 -16 -17 -18 28 -20 -21 21 -23 -24 -25 25 27 -28 -29 -30 -31 leaf_value=-4.6106407163302423e-06 -0.0059819550033407753 -0.024600298402819246 0.017810195513190328 -0.012487554451569733 0.0031051830332877303 0.012321736006559465 -0.013322621985157643 0.027946599644901583 -0.0026299990620555608 -0.00055570963233179417 -0.01578199191478398 0.020334174571492052 -0.0066779548080103997 0.019824829812905741 -0.013871372002380939 -0.00036538018293689567 0.020608248330634481 -0.004244356082266627 -0.017611048062791589 0.014747256277486596 -0.004695705838321595 0.022285385751900363 0.00011619945782881502 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0.00418336 -0.00100474 0.0140035 -0.00173145 0.001531 0.00740146 0.0106017 0.0162375 -0.00608107 -0.0109421 0.00484155 -0.000495531 0.0103429 -0.00099743 0.00632464 0.000915564 0.000759963 -0.00164979 0.00186344 -0.00190788 -0.0140682 internal_weight=7438.03 6217.89 78.3107 73.1762 45.4966 16.4101 29.0865 1220.14 576.636 83.4238 54.5857 28.8381 493.213 643.499 61.0606 53.0759 35.0596 109.133 50.4121 39.1119 384.079 16.9985 367.081 18.5965 582.438 577.685 181.446 396.239 58.7213 27.6796 internal_count=27017 21860 326 309 182 67 115 5157 2594 317 216 101 2277 2563 246 209 130 443 225 149 1834 87 1747 64 2317 2301 759 1542 218 127 is_linear=0 shrinkage=0.03 Tree=1202 num_leaves=28 num_cat=0 split_feature=4 5 8 10 9 9 4 8 8 5 0 8 3 10 4 7 9 5 12 4 9 8 8 4 3 8 11 split_gain=0.278556 0.93901 1.06399 1.17529 1.10396 1.61698 0.466344 1.66709 2.67525 2.20808 2.08577 1.38633 1.78204 0.996077 0.711549 2.62022 5.12726 1.61137 1.17206 0.874788 2.26458 0.768729 1.53391 1.28269 0.752899 0.194003 0.000281762 threshold=2.7150000000000003 1.2950000000000006 8.5000000000000018 -0.83333333333333315 4.5000000000000009 6.3000000000000016 2.495000000000001 8.7000000000000011 5.9000000000000012 1.7250000000000003 575.00000000000011 6.9000000000000012 2.1000000000000005 1.0000000180025095e-35 2.3950000000000009 1.5000000000000002 4.5000000000000009 1.9650000000000005 3.5000000000000004 2.3750000000000009 6.3000000000000016 9.3000000000000025 9.9000000000000021 2.3550000000000009 1.7000000000000004 9.5000000000000018 0.33333333333333326 decision_type=2 2 2 2 2 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 26 3 -3 -5 -6 14 8 9 -8 -9 13 -13 -10 19 17 -17 24 -18 21 -21 23 -23 -1 -16 -4 -2 right_child=1 2 25 4 5 -7 7 10 11 -11 -12 12 -14 -15 15 16 18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 leaf_value=2.1920816137352626e-05 -0.020800913352760669 -0.014596200276056162 -0.022092969782411667 0.02228034368746094 -0.010289984208316826 0.016745720321956231 0.029206384641190065 0.033312755565475416 -0.0028981845969532007 0.00024826527779955377 0.00091280234758398427 0.0054688825619595149 -0.018485522626689545 -0.023769773023799044 -0.022926532970539128 0.041535950678399602 0.004425263654309816 0.0027553022155859495 -0.02267811210275502 -0.0048741626529175677 0.024925650653997645 -0.016192530996850717 0.0011588691340789891 -0.011965312412666211 -0.0056557735851676125 -0.0082552743161773221 -0.021455394491853425 leaf_weight=7662.8374172095209 1.3713917220011382 2.8498701993376061 1.9287581592798226 3.0788270607590649 4.6873181257396919 3.4612054117023945 4.504617687314747 3.4126286506652823 3.6446620374918002 5.0005557164549828 3.7567533403635025 12.958747817203404 3.5636822246015063 4.7268355377018452 8.3781396858394199 2.8088562935590726 3.170184351503849 4.6069902703165999 2.6249924339354038 4.8430138267576677 4.3625151515007019 7.8456865455955294 11.03433286398649 8.0423062406480295 3.1168630868196479 1.7295029889792202 1.0417000036686657 leaf_count=26168 32 24 23 23 43 16 30 12 29 23 32 98 17 35 65 25 22 20 22 37 16 42 46 68 18 17 14 internal_value=-2.86023e-06 -0.0035257 -0.00113679 0.00260904 0.00697629 0.00119383 6.28053e-06 0.00317531 0.00043256 0.0139719 0.0163352 -0.00473711 0.000302216 -0.014683 -1.07751e-05 -0.00509385 0.00827142 -0.0122355 -0.00785152 5.53654e-06 0.00924802 -5.52777e-06 -0.00605159 9.35316e-06 -0.0182436 -0.015551 -0.0210834 internal_weight=7785.39 20.1486 17.7355 14.0772 11.2274 8.14852 7765.24 41.5685 34.3991 9.50517 7.16938 24.8939 16.5224 8.3715 7723.67 24.706 8.60403 16.102 5.79518 7698.97 9.20553 7689.76 18.88 7670.88 11.495 3.65826 2.41309 internal_count=27017 192 146 106 82 59 26825 276 232 53 44 179 115 64 26549 172 69 103 44 26377 53 26324 88 26236 83 40 46 is_linear=0 shrinkage=0.03 Tree=1203 num_leaves=31 num_cat=0 split_feature=10 11 4 12 5 9 6 11 9 2 12 9 4 5 5 7 8 2 10 13 5 9 0 8 5 13 13 3 5 4 split_gain=0.268726 2.15653 2.79834 3.56302 2.81219 3.96494 2.54084 3.0272 2.60626 3.1059 3.72155 2.74451 2.53997 2.24176 2.21595 2.45113 2.20521 1.90747 1.58836 1.14475 0.931536 0.572741 1.85649 7.3338 1.97737 1.7633 2.80258 2.29741 2.15327 1.9799 threshold=1.5000000000000004 0.33333333333333326 1.8900000000000006 2.9000000000000008 2.0350000000000006 5.5000000000000009 1.9000000000000001 0.83333333333333337 4.3000000000000016 2.5000000000000004 4.700000000000002 5.7000000000000002 1.7300000000000004 1.5250000000000006 0.8450000000000002 1.9000000000000001 4.1000000000000005 1.9000000000000001 1.8333333333333339 2.5000000000000004 1.4350000000000007 4.3000000000000016 925.00000000000011 7.9000000000000012 1.3650000000000007 1.1000000000000003 1.3000000000000003 1.5000000000000002 1.1550000000000007 1.8900000000000006 decision_type=2 2 2 2 2 2 2 2 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 12 -4 5 -5 8 -8 13 11 -11 -10 14 16 -2 -16 -3 19 -19 -14 -9 22 25 24 -24 28 27 -27 -1 -30 right_child=1 6 3 4 -6 -7 7 20 9 10 -12 -13 17 -15 15 -17 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=-0.017515849558202932 -0.022725797526375466 0.012472835756991825 0.018937101591571505 -0.0042589804717896515 -0.017900309456580596 0.012474393073247911 0.020825971966614155 0.0096396111216037472 0.011377714898267912 -0.016444673206753985 0.008438633481787125 -0.0001117639262596495 -0.029048547648465733 -0.02176743075354217 -0.0039025511368020092 0.0057769223826370526 -0.0067719006659797696 -0.017189794385842373 0.00025932944415892886 -0.012045181056628827 -0.0059472244247826865 -0.00013558545264685481 0.0086196849826424976 -0.019680652366983672 0.025642867357818816 0.014118620812732428 0.00027590617847366827 -0.001735797106952707 -0.0061454754575665698 0.01391919838498234 leaf_weight=10.799010351300238 4.8084755837917319 6.7014279067516318 10.340870112180708 32.865479774773121 7.0683884918689719 20.815907947719097 12.958116576075556 6.0408624708652487 39.223254822194576 13.894893616437914 8.8578457534313184 35.780473636463284 6.7261175811290723 6.8381404243409625 122.33051755279303 29.157394289970398 26.747259072959423 7.1908874884247806 13.527596518397329 7.578962966799736 8.048651881515978 5708.7804763652384 18.372763179242614 7.2043021917343131 9.224458768963812 23.865468040108681 2707.4029385522008 12.552335202693937 18.947263397276405 5.7751803547143927 leaf_count=32 14 19 35 114 25 72 40 17 115 45 30 115 20 21 378 82 84 23 41 22 26 17470 76 30 33 73 7847 38 59 21 internal_value=2.65428e-07 -0.000733707 -0.00242376 0.00265847 -0.000112494 0.00222968 0.00195262 0.0103606 0.000305197 0.00295145 -0.00675738 0.00589667 -0.00431222 -0.00611596 -0.00267593 -0.00203951 -0.00291623 -0.0116143 -0.00579684 -0.02004 0.000735613 3.70808e-05 0.000387352 0.00727335 0.0143097 0.000301129 0.000387106 0.00865399 -0.00634005 -0.00145835 internal_weight=8950.43 427.502 262.411 71.0906 60.7498 53.6814 165.091 27.0476 138.043 97.7565 22.7527 75.0037 191.32 40.2868 156.296 151.488 33.4487 35.0236 20.7185 14.3051 14.0895 8522.92 2814.14 34.8015 27.5972 2779.34 2743.82 36.4178 35.5215 24.7224 internal_count=27017 1338 826 246 211 186 512 83 429 305 75 230 580 124 474 460 103 106 64 42 43 25679 8209 139 109 8070 7958 111 112 80 is_linear=0 shrinkage=0.03 Tree=1204 num_leaves=26 num_cat=0 split_feature=2 9 9 4 4 4 8 11 4 12 7 10 3 3 4 2 2 4 8 6 8 7 8 4 3 split_gain=0.251596 3.67921 2.13066 2.90291 2.46499 2.31715 2.10249 0.982734 0.567096 1.98364 1.49536 1.44062 1.04041 0.841064 0.618713 1.22704 0.596117 4.77168 5.10261 2.92816 0.514251 0.492328 0.216694 0.160794 0.00139234 threshold=2.9000000000000004 7.7000000000000002 7.3000000000000016 2.5450000000000008 2.5050000000000012 2.745000000000001 7.9000000000000012 -0.83333333333333315 2.6350000000000011 3.1000000000000005 1.5000000000000002 0.50000000000000022 2.1000000000000005 1.5000000000000002 2.5750000000000006 2.3000000000000003 2.7000000000000006 1.8850000000000005 4.1000000000000005 1.3 1.1000000000000003 1.0000000180025095e-35 0.50000000000000011 2.225000000000001 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 4 6 24 -2 -7 14 -10 12 -12 13 -11 16 -16 20 18 -18 -19 22 -22 -1 -3 -5 right_child=1 23 -4 5 -6 7 -8 -9 9 10 11 -13 -14 -15 15 -17 17 19 -20 -21 21 -23 -24 -25 -26 leaf_value=-0.012102438407641664 0.0038008160569034965 -0.024335470391900531 0.02284903990073716 -0.021665142272566849 0.025273908932880861 0.01397847848596667 -0.017536794370865399 -0.0054581397089094874 0.022931340280321452 -0.0025418862874562252 -0.00083145889735675822 0.023971087979176867 0.0060739690287493616 -0.020779397140698652 -0.023045050085546276 0.0037697857094022747 -0.012410750236227 -0.0033490948781293595 0.015938703729583645 -0.019354136951089725 -0.0045281214111494387 2.0562442806342297e-05 -0.0023972681832056786 -0.015190653575348829 -0.022560563385786932 leaf_weight=4.3335699960589391 90.17272349819541 3.6177614703774443 4.4610436987131825 5.1720718350261476 4.6138972491025916 3.0440641585737476 4.3568979352712622 10.139458687975999 4.3292047679424313 4.7659539803862589 4.5448305308818799 3.9303559884428978 4.7413214594125739 4.3558174446225166 3.0525912605226031 3.0910885967314243 8.1955217719078082 32.423641964793205 18.871892191469669 15.069195151329039 21.479530975222588 7169.3748915120959 3.964960902929306 3.3171141855418682 2.2397137247025967 leaf_count=23 413 19 21 56 23 16 28 62 23 24 22 19 19 19 21 21 30 159 73 70 96 25700 19 23 18 internal_value=2.05676e-06 0.00130448 0.00249188 0.00173345 0.00386243 -0.00851524 0.00281736 -0.000970241 -2.13186e-05 0.00434549 0.000743519 0.0106707 -0.00532544 -0.0112506 -3.73151e-05 -0.00955362 -2.92772e-05 -0.00269795 0.007355 -0.0084274 -1.63823e-06 6.97524e-06 -0.0074654 -0.0199613 -0.0219357 internal_weight=7437.66 131.135 124.2 119.739 99.1435 20.5953 94.5296 13.1835 7306.52 26.6675 22.3383 8.47519 13.8631 9.12177 7279.86 6.14368 7273.71 74.5603 27.0674 47.4928 7199.15 7190.85 8.29853 6.93488 7.41179 internal_count=27017 679 637 616 464 152 441 78 26338 126 103 41 62 43 26212 42 26170 332 103 229 25838 25796 42 42 74 is_linear=0 shrinkage=0.03 Tree=1205 num_leaves=31 num_cat=0 split_feature=9 11 5 11 9 4 8 7 8 5 11 0 10 7 0 5 13 4 6 5 12 9 13 10 3 4 4 5 11 6 split_gain=0.279195 3.02333 3.48643 2.14716 2.58654 2.73036 1.92346 1.90812 1.81641 1.64938 2.27289 2.87141 1.96021 1.778 3.02418 1.95149 2.76538 1.60794 1.3035 1.1818 1.17711 0.808549 5.03732 2.53976 3.23368 2.69468 2.0813 1.28373 1.00769 3.30546 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 8.3000000000000025 1.7850000000000004 6.1000000000000005 0.90000000000000013 5.1000000000000005 1.8550000000000004 -0.33333333333333309 350.00000000000006 -0.83333333333333315 0.50000000000000011 525.00000000000011 2.5850000000000013 2.3000000000000007 1.5150000000000008 1.1000000000000003 1.7150000000000005 2.3000000000000007 7.1000000000000005 4.1000000000000005 1.5000000000000004 0.70000000000000007 1.3750000000000007 1.6400000000000006 1.6100000000000005 -1.8333333333333328 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 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 9 -3 6 7 -6 8 -5 -4 10 11 20 -13 14 -11 16 -15 -17 -8 -12 -2 28 23 24 25 -23 -26 -24 29 -1 right_child=1 2 3 4 5 -7 18 -9 -10 13 19 12 -14 15 -16 17 -18 -19 -20 -21 -22 22 27 -25 26 -27 -28 -29 -30 -31 leaf_value=0.00031514915582378587 -0.00052317777390532328 -0.011177079913374141 0.011077751197476183 0.022228507152020099 -0.0074491430895068786 0.0090140818571310243 0.01099003468687427 0.004640969406027819 0.027779653011159474 0.020912931506645981 -0.019467752380637641 0.0068000585209787891 -0.012743080190641199 -0.0067738035984339709 -0.0036126584014512611 0.00066245676822293466 0.0045759587308598611 -0.016537048783810692 -0.0064948919194950062 -0.0046561391407544213 0.013392675589659519 0.0001482458502635677 0.0055201716318260445 -0.012663654340895975 -0.0034249669181007874 0.020447402292683999 0.0014507402394271052 0.022753007416270784 -1.6816531702787003e-05 0.011159935085952269 leaf_weight=134.91498759016395 11.075452670454981 11.673986375331877 25.302553609013557 7.9205199480056789 27.939001232385635 13.421790465712546 7.5375846996903402 18.564829029142857 7.6268425136804572 9.5052659064531344 12.333699531853201 5.9631147831678417 20.493666991591454 28.222760412842035 8.6360492408275586 8.4060740470886248 61.253715738654137 11.701881110668181 7.8167406618595123 7.9883464723825446 10.810377210378645 12.980421602725984 6.8367394208908072 18.819973096251488 279.49602619558573 10.768211752176283 109.73118495941162 9.0278008878231031 6847.1984783327207 31.131710607558489 leaf_count=443 34 38 77 25 84 43 26 57 24 33 42 18 67 88 30 28 181 37 24 25 33 39 20 67 820 39 395 26 24058 96 internal_value=-2.27013e-06 0.000859589 0.00445087 0.00602187 0.0025806 -0.00210674 0.0108574 0.00990057 0.0149461 -0.00147749 -0.00522717 -0.00168831 -0.00833824 0.000538317 0.00923769 -0.000901833 0.000996005 -0.00934684 0.00208863 -0.0136455 0.00635048 -3.972e-05 -0.00127585 -0.00188584 -0.00139467 0.00935238 -0.0020504 0.0153266 3.9183e-05 0.00234841 internal_weight=7785.1 324.194 127.804 116.13 67.8461 41.3608 48.2837 26.4853 32.9294 196.39 68.6647 48.3426 26.4568 127.726 18.1413 109.584 89.4765 20.108 15.3543 20.322 21.8858 7460.91 447.66 431.796 412.976 23.7486 389.227 15.8645 7013.25 166.047 internal_count=27017 1014 398 360 209 127 151 82 101 616 219 152 85 397 63 334 269 65 50 67 67 26003 1406 1360 1293 78 1215 46 24597 539 is_linear=0 shrinkage=0.03 Tree=1206 num_leaves=26 num_cat=0 split_feature=5 10 4 5 4 13 8 10 8 3 5 7 0 6 11 8 11 11 9 8 5 6 5 5 12 split_gain=0.270474 2.42226 1.72416 2.45308 1.61309 3.22998 1.95242 3.28769 2.6633 1.44411 1.09522 2.22016 1.68828 2.2814 1.82084 0.915463 0.775312 0.695968 2.77289 2.83645 0.745693 2.42124 0.995078 0.50066 0.00434149 threshold=2.1250000000000009 -2.1666666666666656 0.88500000000000023 2.3150000000000008 0.97000000000000031 2.9000000000000008 2.9000000000000004 0.33333333333333326 3.1000000000000005 3.5000000000000004 2.0250000000000008 0.50000000000000011 525.00000000000011 0.70000000000000007 0.83333333333333337 5.3000000000000016 0.50000000000000022 2.5000000000000004 5.9000000000000012 4.3000000000000016 1.9900000000000007 2.3000000000000003 1.9850000000000003 2.0650000000000008 2.9000000000000008 decision_type=2 2 2 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 16 3 -3 5 24 7 -6 -8 10 17 15 13 -13 -14 23 -2 20 19 -19 22 -22 -1 -12 -4 right_child=1 2 4 -5 6 -7 8 -9 -10 -11 11 12 14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 leaf_value=1.2795323781034153e-05 0.006272055538282373 0.021820790252398164 -0.024557291616257495 -0.0028809603252129552 -0.0017355978243638194 0.0099229503804991979 -0.017347637919867126 0.022829232810367042 0.00021473851281854462 0.013464647654798344 -0.010529480872125003 0.0099565012064412317 -0.0028958333088093726 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-5.17161e-05 -0.00222969 -0.00124466 0.000441504 -0.00612577 -0.0122323 0.0140587 1.98183e-06 -0.00427099 0.000368642 1.98034e-05 0.0029197 -8.45015e-06 -0.0183552 -0.0237759 internal_weight=8949.81 514.532 502.655 14.578 488.077 10.9855 477.091 19.7451 457.346 8435.28 8428.16 202.796 184.616 137.215 47.4004 18.1805 11.8775 8225.36 34.1637 26.3877 8191.2 79.0366 8112.16 9.94965 6.92423 internal_count=27017 2050 2010 65 1945 59 1886 87 1799 24967 24940 734 643 470 173 91 40 24206 103 78 24103 260 23843 52 41 is_linear=0 shrinkage=0.03 Tree=1207 num_leaves=31 num_cat=0 split_feature=5 12 12 3 4 3 4 10 11 7 0 12 8 4 4 10 5 11 10 9 4 6 5 7 11 13 4 13 6 12 split_gain=0.247353 3.31116 2.42981 3.11582 4.11463 3.33637 2.71171 2.27546 2.16873 2.09557 2.43481 3.04093 2.05155 3.18768 1.95355 1.91103 3.99103 2.70454 1.72828 1.57713 1.3436 1.4392 1.31093 4.14262 4.32818 4.75836 4.40261 2.36449 3.96366 2.52392 threshold=2.2750000000000008 3.5000000000000004 3.9000000000000008 2.3000000000000003 1.3550000000000006 2.5000000000000004 1.4150000000000007 0.33333333333333326 1.0000000180025095e-35 1.1000000000000003 350.00000000000006 4.9000000000000012 5.3000000000000016 1.5450000000000006 1.8550000000000004 1.0000000180025095e-35 2.3850000000000011 -0.33333333333333309 0.83333333333333337 5.5000000000000009 1.6000000000000008 1.9000000000000001 2.1550000000000011 2.1000000000000005 -0.33333333333333309 3.3000000000000007 1.1450000000000007 1.9000000000000001 1.5000000000000002 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=22 14 3 6 5 -5 -3 -8 -6 12 18 -12 19 -14 15 20 -17 -18 -11 -4 21 -2 -1 24 25 26 -24 29 -29 -26 right_child=1 2 9 4 8 -7 7 -9 -10 10 11 -13 13 -15 -16 16 17 -19 -20 -21 -22 -23 23 -25 27 -27 -28 28 -30 -31 leaf_value=-2.9955620640335075e-05 -0.0061982917382429233 0.016326171098689599 0.0086266612194021777 0.022688508986764298 0.011388964072904826 -0.0077430651233199328 -0.019938655887752083 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9.0171623826026934 9.5872183144092542 48.533940479159355 40.752049848437309 40.686178952455521 19.636515855789185 leaf_count=25176 146 19 44 18 26 45 30 20 30 39 89 50 35 134 26 55 32 42 18 193 30 44 29 22 37 32 177 149 156 74 internal_value=2.11448e-06 -0.00089296 0.00133409 0.00717648 0.0131928 0.00206378 -0.00261459 -0.00972615 0.0244776 -0.000686249 -0.00591191 -0.0103087 0.00193546 0.00688735 -0.00588848 -0.00731335 -0.0015646 0.00775578 0.00492474 -0.00213196 -0.0112812 -0.009224 3.55561e-05 0.00254756 0.00167315 0.00777522 0.00443063 -0.00196099 0.000646889 -0.009373 internal_weight=7437.28 267.863 185.268 47.6049 29.4864 14.8457 18.1186 13.1727 14.6407 137.663 45.9916 32.7172 91.6718 41.341 82.5943 75.4028 30.7911 17.6486 13.2744 50.3308 44.6116 38.5872 7169.42 182.222 175.658 65.5662 55.979 110.092 81.4382 28.6537 internal_count=27017 1165 790 188 119 63 69 50 56 602 196 139 406 169 375 349 129 74 57 237 220 190 25852 676 654 238 206 416 305 111 is_linear=0 shrinkage=0.03 Tree=1208 num_leaves=31 num_cat=0 split_feature=3 7 11 12 6 2 13 13 9 9 0 2 9 9 3 11 9 4 0 7 10 13 8 8 9 9 12 11 4 6 split_gain=0.277049 2.98283 2.01856 3.5285 2.71698 3.22874 2.50019 3.46843 1.92703 1.62489 1.34113 1.36239 0.994162 0.748995 0.544692 2.84182 2.71622 3.48351 3.53482 3.46356 3.43663 3.34594 2.35512 1.54569 1.70602 4.15537 1.04364 5.04681 5.03685 5.1698 threshold=0.3000000000000001 0.50000000000000011 -1.0000000180025095e-35 1.1000000000000003 1.7000000000000004 0.70000000000000007 3.5000000000000004 3.1000000000000005 5.3000000000000016 6.1000000000000005 350.00000000000006 0.90000000000000013 4.3000000000000016 4.3000000000000016 0.50000000000000011 0.50000000000000022 5.3000000000000016 1.6350000000000005 575.00000000000011 2.3000000000000003 0.50000000000000022 3.3000000000000007 4.5000000000000009 3.9000000000000004 3.7000000000000006 4.7000000000000002 1.3000000000000003 -1.0000000180025095e-35 1.195000000000001 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 -5 10 -10 13 -12 -8 -4 15 16 19 18 -18 21 -19 -2 -21 -17 -25 -26 27 -16 29 -29 right_child=14 2 8 6 -6 -7 12 -9 9 -11 11 -13 -14 -15 26 23 17 20 -20 22 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=0.022956168204532102 0.0014103224556786475 0.020926521482248071 -0.011691754289378225 -0.0040634950895243821 0.029683605399901922 -0.011284019953014649 -0.0079109695067114856 0.020716540915523256 0.015618254437641154 -0.0067915703771285873 -0.01693492933379092 0.00027273107941029173 -0.025424538246687198 -0.026370294855644981 -0.0076959595997396031 -0.017549004065416766 0.0069024374796458118 0.027881005806975202 -0.013302337821965441 0.024900509883562221 -0.0018688302669793088 -0.008899335707619787 0.0035506259305556846 -0.019069822840059932 0.015697716599933832 -0.011207935140251171 2.5003225602858776e-05 -0.0064704673584804733 0.012267459875610006 0.016753447750161205 leaf_weight=4.3016535416245452 112.21988611668348 5.3656389862298983 6.1563392207026499 25.520783804357055 5.608397811651229 5.8591908290982246 7.0204585865139943 6.3481164053082457 5.006821468472479 6.9598811082541943 6.6985978633165386 10.845316741615532 4.9908661022782326 6.3615879714488983 82.831860959529877 8.8441036194562894 49.636052206158638 11.954915601760151 9.2443085014820081 7.9039473012089756 4.9382018186151972 37.900091402232647 11.295736379921435 4.8385308906435993 9.2648410797119158 11.67767860367894 7222.5106974756345 50.697251841425896 31.387029737234116 10.395647510886191 leaf_count=14 453 18 25 118 19 23 33 29 21 27 28 57 24 25 266 32 158 51 31 28 23 143 50 23 39 51 24908 168 101 31 internal_value=-2.50849e-06 -0.00151821 -0.00254291 0.000955715 0.0126325 0.00411311 -0.00352372 0.000872557 -0.00759694 0.00258461 -0.0116499 -0.00629748 -0.0151881 -0.0191514 1.8624e-05 0.00131813 0.00245468 0.00717567 0.00373026 0.000341956 0.0191845 -0.00119251 0.0123397 -0.00672693 -0.00301445 0.000694959 -3.05113e-05 -0.00231761 0.00249965 -0.00251866 internal_weight=7784.58 107.044 102.742 60.7135 16.8332 11.2248 43.8802 31.8689 42.0285 11.9667 30.0618 17.5439 12.0113 12.5179 7677.54 279.718 245.093 75.7735 58.8804 169.32 16.8931 150.12 19.1997 34.6252 25.7811 20.9425 7397.82 175.312 92.4799 61.0929 internal_count=27017 461 447 264 60 41 204 147 183 48 135 85 57 50 26556 1082 937 263 189 674 74 596 78 145 113 90 25474 566 300 199 is_linear=0 shrinkage=0.03 Tree=1209 num_leaves=31 num_cat=0 split_feature=5 0 11 4 8 3 4 8 13 11 3 5 2 10 5 2 4 11 0 10 6 12 5 12 2 5 5 12 8 3 split_gain=0.273099 2.41629 2.50097 2.90823 3.96527 4.11214 2.85605 2.60599 2.55485 1.99435 4.46049 3.85044 3.6056 3.57724 2.7572 2.89121 2.711 2.34413 3.25425 2.92149 1.9923 1.80253 1.76918 1.70411 1.5676 1.51078 1.48445 1.4079 2.07937 1.76319 threshold=1.7650000000000006 200.00000000000003 -0.83333333333333315 1.4950000000000008 4.3000000000000016 1.7000000000000004 1.5950000000000004 6.1000000000000005 2.1000000000000005 0.50000000000000022 0.90000000000000013 2.5950000000000011 0.3000000000000001 1.5000000000000004 2.475000000000001 3.3000000000000003 1.2150000000000005 -0.33333333333333309 525.00000000000011 1.8333333333333339 1.3 3.3000000000000007 2.7950000000000004 5.5000000000000009 1.3 1.4850000000000008 1.9900000000000002 4.9000000000000012 6.5000000000000009 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 2 8 4 5 -4 7 -5 -2 13 -11 12 -12 14 15 -3 -16 18 -15 -19 -8 24 -13 27 -10 -25 -6 -1 29 -29 right_child=1 9 3 6 26 -7 20 -9 21 10 11 22 -14 17 16 -17 -18 19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31 leaf_value=-7.335087056789633e-05 0.0079396307286942937 -0.0011964904541264664 0.016176471424302646 0.008819942516450522 -0.0058927509671919155 -0.00128992587620689 -0.00026308287331457575 0.026287566002917581 -0.0097085461902860128 0.020716129646532126 -0.020806410250945467 -0.019149876153066906 0.0016882949751110743 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164 84 105 34 49 30 32 65 1810 60 78 28 249 28 42 47 88 23 59 22 18 25 87 49 35 23 internal_value=4.51391e-07 0.000333399 0.00295573 0.00416961 0.00116535 0.00790364 0.0079852 0.0151912 -0.00395125 -0.000133282 0.00127186 0.000907891 0.00141519 -0.000980067 -0.000545284 -0.00103151 0.00517632 -0.00884691 -0.00319279 -0.0164158 0.00443888 -0.00877 -0.01136 -8.20359e-05 -0.00456047 0.0115925 -0.00298045 -0.000100352 -0.00665338 -0.0114687 internal_weight=8949.52 1776.98 268.463 228.334 127.749 48.6601 100.585 33.1748 40.1292 1508.52 567.245 556.822 534.711 941.277 891.979 822.115 69.8638 49.2977 28.2182 21.0796 67.4104 28.5567 22.1113 7172.54 21.767 11.2353 79.0889 7161.3 29.3862 21.5426 internal_count=27017 6123 832 704 414 163 290 97 128 5291 1996 1966 1842 3295 3118 2791 327 177 102 75 193 90 124 20894 67 47 251 20847 107 72 is_linear=0 shrinkage=0.03 Tree=1210 num_leaves=31 num_cat=0 split_feature=4 4 9 7 11 12 10 12 12 4 3 5 8 13 11 13 10 2 10 8 13 3 10 10 3 2 9 10 9 8 split_gain=0.241671 1.72664 2.73832 2.19668 3.10031 2.53728 2.51936 2.63401 2.17408 1.71155 2.89715 3.77584 3.12363 3.80811 3.07105 2.9615 3.73606 2.60948 2.59073 2.58423 2.43398 2.16361 1.90955 2.25329 3.15456 3.10453 3.59324 3.40278 2.50078 2.21146 threshold=1.8050000000000004 1.7750000000000004 4.3000000000000016 1.3 0.33333333333333326 2.9000000000000008 -1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.8750000000000002 1.7000000000000004 1.5150000000000008 6.1000000000000005 2.7000000000000006 0.33333333333333326 3.5000000000000004 -1.1666666666666663 1.9000000000000001 -1.1666666666666663 6.3000000000000016 2.9000000000000008 2.1000000000000005 -1.1666666666666663 1.0000000180025095e-35 2.3000000000000003 2.3000000000000003 3.3000000000000003 0.50000000000000022 7.1000000000000005 8.3000000000000025 decision_type=2 2 2 2 2 2 2 2 2 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 -5 -8 -4 10 11 17 13 -12 21 16 -13 18 -2 -19 -15 -14 29 24 28 26 -25 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21.356034658849239 139.54100317880511 32.433750115334988 6.3400903791189185 5.8122587502002734 6.3139779716730144 8.8523507267236692 9.3031319230794889 41.636430270969868 33.072445139288902 67.299154318869114 10.492593161761759 14.555286854505537 6.58902408182621 287.71447513997555 27.586124375462532 36.506158720701933 31.209921598434448 240.69444467127323 130.71807065792382 28.840774158015847 13.197578607127069 leaf_count=21534 27 145 22 63 24 43 27 57 80 567 121 23 23 21 32 31 144 139 261 50 51 26 1295 112 146 143 960 653 123 74 internal_value=1.95867e-06 -7.24913e-05 -0.00374945 -0.000810538 0.00358979 0.0130419 -0.00636591 0.000491409 -0.00295154 0.000394788 0.00260584 0.0047224 -0.00234359 -0.00622106 0.00738091 0.011034 0.00803013 0.00163418 -0.00181414 0.007452 0.00377538 -0.00225393 -0.000193171 -0.000791535 -0.00256772 0.000666137 0.00264605 -0.00261416 -0.00353072 0.00287534 internal_weight=7437 6252.09 112.864 80.8742 45.1285 18.4576 35.7456 20.528 26.671 1184.91 248.902 174.345 74.5566 53.303 21.2536 57.2797 47.9765 117.066 73.5007 43.565 20.8693 12.4013 936.009 783.27 353.061 430.209 268.281 161.928 316.555 152.739 internal_count=27017 21995 461 316 169 67 147 84 102 5022 949 675 274 193 81 198 167 477 288 189 72 49 4073 3432 1564 1868 1072 796 1418 641 is_linear=0 shrinkage=0.03 Tree=1211 num_leaves=11 num_cat=0 split_feature=5 12 0 12 8 12 2 9 10 9 split_gain=0.275494 0.318347 1.07174 0.459568 1.23901 0.480917 2.07486 0.38175 1.55054 1.4116 threshold=3.2350000000000008 6.3000000000000016 525.00000000000011 5.9000000000000012 5.3000000000000016 5.700000000000002 2.7000000000000006 1.5000000000000002 0.33333333333333326 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 7 -7 8 -1 -9 right_child=-2 2 -4 4 -6 6 -8 9 -10 -11 leaf_value=0.015310905668680486 -0.0063468594068045699 -0.0032519298275012804 0.01498504402671829 0.0043332767712821463 -0.016469790982430694 0.020551408065915922 -0.0057012520775009175 -0.01292942390099869 -0.0079199362061583706 -3.7915938798994081e-07 leaf_weight=6.2310239411890489 6.1548941731452933 6.4540612995624524 5.2669449411332607 5.0252712517976743 5.2881684638559818 4.9894673377275449 5.9293068181723356 7.607626572251319 4.420108730904758 7726.869778146036 leaf_count=27 21 28 22 19 30 16 30 39 21 26764 internal_value=-2.39026e-06 2.6302e-06 0.00494303 -4.82586e-06 -0.0063334 3.58943e-06 0.00629522 -5.28026e-06 0.00567035 -1.30962e-05 internal_weight=7784.24 7778.08 11.721 7766.36 10.3134 7756.05 10.9188 7745.13 10.6511 7734.48 internal_count=27017 26996 50 26946 49 26897 46 26851 48 26803 is_linear=0 shrinkage=0.03 Tree=1212 num_leaves=31 num_cat=0 split_feature=13 9 0 4 4 5 9 7 8 6 8 7 3 5 5 4 6 5 4 3 12 11 3 13 13 10 4 5 7 0 split_gain=0.27006 1.42977 1.99755 1.15755 2.90873 3.70953 2.52295 1.95245 1.68942 1.56775 2.03467 6.13361 3.72944 1.79996 2.15501 1.52942 0.806403 1.49913 2.81234 1.78258 1.26111 0.657326 2.44477 1.91503 2.823 2.29563 1.86947 0.68984 4.80982 3.00353 threshold=1.7000000000000004 2.7000000000000006 475.00000000000006 2.0850000000000013 2.2550000000000012 2.055000000000001 5.1000000000000005 0.50000000000000011 6.3000000000000016 1.1000000000000003 4.9000000000000012 1.0000000180025095e-35 0.90000000000000013 0.81000000000000016 0.93000000000000027 2.1750000000000012 0.3000000000000001 1.6900000000000006 1.1850000000000007 0.70000000000000007 3.5000000000000004 -1.4999999999999996 2.7000000000000006 4.1000000000000005 4.5000000000000009 -1.1666666666666663 1.3850000000000007 1.6850000000000005 3.1000000000000005 200.00000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 9 7 6 -6 -5 -7 13 12 -12 -11 -3 -15 -9 17 18 -2 -20 -21 22 23 25 -25 -18 -24 -23 29 -29 right_child=16 3 -4 4 5 8 -8 15 -10 10 11 -13 -14 14 -16 -17 21 -19 19 20 -22 27 26 24 -26 -27 -28 28 -30 -31 leaf_value=-0.0036199157801882612 -0.0223378335784317 -0.015725503394346252 0.016042668993163981 0.018354499534364483 0.0011168697136967893 0.02194836607954442 -0.012927506809373372 -0.0014074243278286095 0.001743867912271993 0.016846489584795774 0.015321786455295914 -0.016076740719578504 -0.0051341112991586469 0.010965697969253053 -0.00068724203066818665 0.010999156106803017 -0.0044022191294038181 0.015843145215790239 0.019299401001541507 0.0051458687030582701 -0.010786852469616854 -0.00018422406831553547 0.0020082186148833742 -0.014254569132803221 0.0052604270501112604 0.0034578405398727661 -0.019628224270419662 0.0032951456999850922 -0.025282881528233804 3.1984625507381362e-05 leaf_weight=8.1007826179265994 3.9464933574199668 7.0155337899923316 10.916334919631479 11.870368912816046 21.849499128758907 6.7944089621305457 24.331502616405487 19.359904907643795 8.2438942044973356 8.7837596833705884 6.888794280588626 29.915279779583216 33.225371614098549 14.569759115576742 725.82175562903285 16.619404882192612 38.120636448264122 8.0751494318246824 5.9447514638304737 16.560296632349495 6.124695971608161 5764.4718186557293 6.1513231322169295 15.419580146670343 11.75898005068302 272.48582084476948 8.6454650610685331 304.51693690568209 6.4972633570432654 1526.0984076969326 leaf_count=24 11 21 37 38 86 22 80 66 27 25 24 109 131 44 2255 58 114 28 24 56 27 16645 30 48 35 833 44 919 19 5137 internal_value=4.47994e-07 -0.000476555 0.00766693 -0.000642136 0.00226266 -0.00206863 -0.00628273 0.00780416 0.0108724 -0.0010256 -0.0050499 -0.0101997 -0.000538151 -0.000601239 -0.00045793 0.00432337 5.73858e-05 0.00427195 0.00140363 0.00467629 0.000844211 3.58464e-05 0.00130215 0.00182499 -0.00581128 0.00249318 -0.0106335 -2.28879e-05 0.000483351 0.000574801 internal_weight=8949.12 954.306 19.0171 935.289 109.069 61.2193 46.181 47.8497 15.0383 826.22 78.8132 36.8041 42.0091 747.407 740.392 35.9793 7994.82 40.6514 32.5762 28.6297 22.685 7954.17 352.582 337.785 27.1786 310.606 14.7968 7601.58 1837.11 1830.62 internal_count=27017 3047 61 2986 377 215 166 162 49 2609 289 133 156 2320 2299 124 23970 146 118 107 83 23824 1104 1030 83 947 74 22720 6075 6056 is_linear=0 shrinkage=0.03 Tree=1213 num_leaves=27 num_cat=0 split_feature=2 9 9 4 0 12 11 4 11 4 12 7 10 3 3 4 2 2 4 8 6 8 7 8 4 3 split_gain=0.253816 3.56099 2.0319 2.77074 2.44346 3.53069 2.33645 2.29116 0.940194 0.548389 1.87729 1.4155 1.36426 0.99854 0.81909 0.595381 1.20996 0.576087 4.55354 4.85837 2.86809 0.494768 0.473089 0.211157 0.161948 0.00130189 threshold=2.9000000000000004 7.7000000000000002 7.3000000000000016 2.5450000000000008 725.00000000000011 4.1000000000000005 -1.1666666666666663 2.745000000000001 -0.83333333333333315 2.6350000000000011 3.1000000000000005 1.5000000000000002 0.50000000000000022 2.1000000000000005 1.5000000000000002 2.5750000000000006 2.3000000000000003 2.7000000000000006 1.8850000000000005 4.1000000000000005 1.3 1.1000000000000003 1.0000000180025095e-35 0.50000000000000011 2.225000000000001 1.9000000000000001 decision_type=2 2 2 2 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 4 6 -6 -2 25 -9 15 -11 13 -13 14 -12 17 -17 21 19 -19 -20 23 -23 -1 -3 -5 right_child=1 24 -4 7 5 -7 -8 8 -10 10 11 12 -14 -15 -16 16 -18 18 20 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.011949032247533764 0.017593053422976783 -0.024237573087069045 0.022292722051322968 -0.021622599226692182 0.029389481727797814 0.0052792678971649437 -0.0012047604422331223 0.013752965600601125 -0.0052851549570204276 0.0222187795140802 -0.0024670387868611834 -0.00086127706706630783 0.023202450966949818 0.0059469576918582123 -0.020543153932417693 -0.0229804848306671 0.003755988185166436 -0.012259981739102577 -0.0032711935482502585 0.015417049499781741 -0.019185857070267119 -0.0044456570369314791 1.9289797143863953e-05 -0.0023452419927684621 -0.014978977276586208 -0.022497893542432968 leaf_weight=4.2957074269652349 6.5879691764712325 3.5515828654170027 4.4858742151409379 5.058159505948427 7.0738320946693447 24.055751413106918 61.541191060096025 3.0396561957895765 10.064918581396338 4.3834189996123341 4.757344990968706 4.5475344210863096 3.9727578610181808 4.7494153976440421 4.2911840155720711 3.0013138838112345 3.0935586951673031 8.1510078907012957 32.326459251344204 19.045958906412125 14.884073995053766 21.421412140130997 7168.8977590277791 3.9597755670547485 3.2619507275521755 2.1921781040728092 leaf_count=23 26 19 21 56 35 128 275 16 62 23 24 22 19 19 19 21 21 30 159 73 70 96 25700 19 23 18 internal_value=1.76407e-06 0.00131104 0.0024704 0.001727 0.00379466 0.010758 0.000612955 -0.00835574 -0.00086919 -2.16971e-05 0.00426973 0.00074444 0.0103589 -0.00519254 -0.0110395 -3.74392e-05 -0.00940992 -2.95849e-05 -0.00265576 0.00712216 -0.00828861 -2.43963e-06 5.98782e-06 -0.00734254 -0.0198051 -0.0218872 internal_weight=7436.69 130.913 124.1 119.614 99.2587 31.1296 68.1292 20.3549 13.1046 7305.78 26.7017 22.3182 8.52029 13.7979 9.04853 7279.08 6.09487 7272.98 74.4075 27.197 47.2105 7198.57 7190.32 8.25548 6.81353 7.25034 internal_count=27017 679 637 616 464 163 301 152 78 26338 126 103 41 62 43 26212 42 26170 332 103 229 25838 25796 42 42 74 is_linear=0 shrinkage=0.03 Tree=1214 num_leaves=23 num_cat=0 split_feature=3 2 5 10 0 3 2 4 4 9 4 5 5 4 4 8 8 10 10 5 2 4 split_gain=0.272507 1.7579 0.341301 2.45654 1.86772 1.77783 2.60371 1.98267 1.28876 2.37138 1.51549 0.560411 2.26832 2.01531 2.08506 1.75298 2.45513 3.52975 1.9492 0.774816 3.12665 0.686624 threshold=1.0000000180025095e-35 1.3 0.76500000000000024 -1.1666666666666663 350.00000000000006 0.50000000000000011 0.70000000000000007 1.4750000000000008 1.2150000000000005 2.9000000000000004 1.4850000000000005 0.87000000000000033 0.90500000000000014 1.0050000000000006 1.4550000000000007 6.9000000000000012 6.3000000000000016 0.83333333333333337 -0.33333333333333331 0.92500000000000027 0.90000000000000013 0.53500000000000014 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 -2 8 6 -6 -7 9 -5 -10 15 13 -13 -15 16 17 -4 -17 20 -14 -21 right_child=2 -3 11 4 5 7 -8 -9 10 -11 -12 12 19 14 -16 18 -18 -19 -20 21 -22 -23 leaf_value=0.0046522990143202884 0.015413597266468368 -0.02236750804170045 -0.0003122049626601551 -0.0029791851654043071 0.020053719917894602 -0.022013530252223568 -0.0084497314650458233 0.00038031763292908509 -0.018763928318182441 0.018480319926891805 0.0030731830693284811 0.0054089759111886349 -0.0068565379705156203 -0.014692043670033808 -0.00157721679419275 0.0018176797797051104 0.018164223760858692 0.015005469981011224 -0.024728099067153658 -0.0078924135068672348 0.010565092377213935 2.1466815847369887e-05 leaf_weight=5.9982815086841565 6.5480968207120887 3.3928463850170374 100.61857042461634 10.717502132058149 3.8076297491788855 12.218345545232298 11.894197533838449 5.0202492307871571 5.0469181910157186 8.16545921564102 6.6016499996185303 11.030747503042219 14.610780820250509 24.800176165997982 19.480116799473763 5.5407793521881104 8.8224202543497068 15.644608419388531 4.5205691214650852 9.8800018727779371 25.370227165520191 7464.2922182474285 leaf_count=26 35 33 402 41 14 63 74 37 25 28 36 36 52 105 102 34 39 61 25 29 114 25606 internal_value=-2.20043e-06 -0.00510947 3.96875e-06 -0.00208107 -0.00388591 -0.00884036 -0.00153776 -0.015492 0.00145944 0.00630044 -0.00638808 2.29177e-05 -1.127e-05 -0.00606433 -0.00892247 0.00193774 0.00290676 0.00174897 -0.0101094 3.32861e-05 0.00419848 1.10056e-05 internal_weight=7784.02 9.39113 7774.63 70.02 63.472 32.9404 15.7018 17.2386 30.5315 18.883 11.6486 7704.61 7569.46 55.311 44.2803 135.147 125.086 116.263 10.0613 7514.15 39.981 7474.17 internal_count=27017 59 26958 353 318 188 88 100 130 69 61 26605 26044 243 207 561 502 463 59 25801 166 25635 is_linear=0 shrinkage=0.03 Tree=1215 num_leaves=21 num_cat=0 split_feature=13 5 0 4 5 8 9 7 13 5 3 8 12 10 13 0 2 0 7 6 split_gain=0.270699 2.2441 1.38228 1.91809 2.16913 1.20233 1.14583 0.389763 0.409812 2.53263 3.28105 2.482 1.42207 1.36983 0.407664 4.4047 4.3201 2.30341 0.892588 0.556082 threshold=5.3000000000000016 1.6500000000000004 350.00000000000006 1.0950000000000009 1.2650000000000006 4.1000000000000005 4.7000000000000002 3.5000000000000004 4.9000000000000012 1.6400000000000006 1.1000000000000003 4.5000000000000009 1.9000000000000001 -0.33333333333333331 4.3000000000000016 200.00000000000003 1.3 575.00000000000011 3.1000000000000005 2.7000000000000006 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 5 -4 -5 -2 -6 8 14 10 12 -11 -10 -12 18 16 -16 -17 19 -1 right_child=1 -3 3 4 6 -7 -8 -9 9 11 13 -13 -14 -15 15 17 -18 -19 -20 -21 leaf_value=-4.1084844447515821e-05 0.0051932397270732329 -0.012061396879926085 -0.014216706194126204 0.014868137139290515 -0.012037023226230516 0.020557516466205728 0.0053307130442550379 -0.0057484612000876321 -0.0057644429432872155 -0.0043083230419505396 -0.023961765878172583 0.02204054081557183 0.0061245154310155909 -0.0082640371819441734 -0.018600325476218385 0.00093821867749085367 0.0085519550299752601 0.0081738435881471439 -0.010286286464657041 0.0022942108374524048 leaf_weight=8426.8392306957394 13.236253499984743 8.6826178282499296 6.3860461413860348 10.073197528719904 6.9362459033727628 7.0125236362218848 6.7418457865715027 10.650212898850439 17.296860054135323 6.0491092354059202 8.2566792815923709 6.8735225796699524 19.002114698290825 12.696209162473677 18.185607090592388 207.04231120646 7.4278798252344123 48.96065416932106 7.6223282516002646 92.779646344482899 leaf_count=25424 39 27 19 30 21 22 20 33 52 20 27 20 54 38 54 604 21 148 25 319 internal_value=6.33405e-07 0.00202481 0.00445217 0.000379205 0.00430363 0.0105142 -0.00347657 -1.28165e-05 -5.93672e-06 -0.00228943 -0.00499712 0.00970659 0.000459296 -0.0144499 1.22544e-05 0.00113528 -0.0107262 0.00232203 -2.48339e-05 -1.56532e-05 internal_weight=8948.75 59.0687 50.3861 30.1373 23.7513 20.2488 13.6781 8889.68 8879.03 70.1745 57.2519 12.9226 36.299 20.9529 8808.86 281.616 25.6135 256.003 8527.24 8519.62 internal_count=27017 178 151 90 71 61 41 26839 26806 211 171 40 106 65 26595 827 75 752 25768 25743 is_linear=0 shrinkage=0.03 Tree=1216 num_leaves=31 num_cat=0 split_feature=4 2 10 11 5 3 4 7 6 13 0 13 11 6 4 6 5 5 5 2 5 5 11 5 13 0 4 4 0 9 split_gain=0.244083 2.98721 4.37281 3.52112 2.71795 2.7151 2.52166 2.27194 3.77482 3.03239 2.11234 3.13687 4.01077 3.56473 3.07158 2.58537 2.76108 2.27953 5.37803 3.49653 1.99618 1.86551 2.91063 2.9634 3.613 2.67965 4.72249 2.77348 2.41108 2.10703 threshold=2.0250000000000008 1.7000000000000004 0.33333333333333326 -1.1666666666666663 1.3150000000000006 2.1000000000000005 1.9400000000000006 0.70000000000000007 1.5000000000000002 2.1000000000000005 525.00000000000011 2.3000000000000007 1.0000000180025095e-35 1.7000000000000004 2.055000000000001 0.90000000000000013 1.1550000000000007 1.1350000000000005 1.3250000000000008 2.1000000000000005 1.7000000000000004 1.5550000000000008 -0.66666666666666663 1.7400000000000007 2.1000000000000005 200.00000000000003 1.9900000000000007 1.9650000000000001 350.00000000000006 4.9000000000000012 decision_type=2 2 2 2 2 2 2 2 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 -2 -5 -6 -1 -4 9 -9 14 15 -13 -14 -3 16 -12 19 -19 -16 -17 25 23 -23 -25 26 27 -8 -27 -24 right_child=1 10 7 4 5 -7 21 8 -10 -11 11 12 13 -15 17 20 -18 18 -20 -21 -22 22 29 24 -26 28 -28 -29 -30 -31 leaf_value=5.2003321287832592e-05 0.018072609689894863 0.0077635957331320905 -0.0039406163739650829 -0.011236023922679963 0.0054179121712131482 -0.01311129950388332 0.0082265833667659327 0.02665396624250221 0.034207123410110854 0.0044477183458473913 0.017351050372915094 -0.0087153673168115751 0.0076811727184418737 -0.01643261197575209 -0.010043233974966316 0.021042797868328748 -0.00025792352829567534 -0.016753726789814734 -0.0025779110399693521 0.014628097055550146 0.0057293501951316246 -0.011859893866322815 -0.018537549021007807 0.027641902079714432 -0.0021501272446629782 -0.01529588177317566 -0.0093245201133707895 0.038289462775327063 -0.00078536396475050493 -0.0065129106733065158 leaf_weight=6707.0448154807091 9.0849351882934553 23.485142841935158 6.3585181385278693 19.582096956670284 39.010683350265026 8.7055658102035505 6.0150078684091586 7.5779318958520916 7.6484944969415656 20.524206474423409 9.2997053042054159 44.062127597630024 37.249452471733093 6.4768006056547156 8.2530341371893901 13.989096436649563 57.970719946548343 28.539737589657307 154.3544932231307 13.839971292763947 16.936569727957249 8.0338610857725161 17.371590301394463 6.4569127112627021 8.468758285045622 12.016697801649569 7.0722046196460715 5.1067348569631577 72.391433469951153 53.523883324116468 leaf_count=23760 35 86 25 94 152 35 22 28 26 76 58 257 188 32 43 63 306 157 656 80 60 29 63 23 31 53 27 20 328 204 internal_value=1.62878e-06 0.000620214 0.00482076 0.000541725 -0.00182486 0.00203736 -4.61259e-05 0.0125826 0.0155214 0.0104358 -0.000580713 0.00179307 -0.00232752 0.0041094 -0.00251306 0.00547693 0.0021764 -0.00369044 -0.00478998 0.00541191 0.0126563 -0.00339626 -0.00645284 0.00283071 0.010738 -0.000600255 0.0098424 0.0220305 -0.00285114 -0.00945932 internal_weight=7436.45 532.949 118.492 76.3833 67.2983 47.7162 6903.5 42.1092 35.7506 28.1021 414.457 185.984 87.7884 43.7263 228.472 98.1961 67.2704 204.987 182.894 22.093 30.9257 196.457 93.855 22.9595 14.9257 102.602 18.1939 11.1217 84.4081 70.8955 internal_count=27017 2457 471 316 281 187 24560 155 130 104 1986 964 477 220 1022 487 364 936 813 123 123 800 350 83 54 450 69 42 381 267 is_linear=0 shrinkage=0.03 Tree=1217 num_leaves=31 num_cat=0 split_feature=7 9 8 11 10 13 0 0 8 0 5 4 4 8 8 4 2 0 12 5 11 5 0 10 5 8 11 2 12 6 split_gain=0.272769 2.48446 3.43147 2.65343 3.03485 3.19917 2.80414 2.56415 4.46731 2.52602 4.15696 2.83976 2.50292 5.30597 2.89936 2.43054 2.29327 2.06344 3.31612 2.42061 1.31346 1.01894 3.2219 2.62608 1.03506 4.9446 4.15263 4.66102 3.30191 2.86103 threshold=2.1000000000000005 3.5000000000000004 3.1000000000000005 0.33333333333333326 -0.83333333333333315 4.3000000000000016 200.00000000000003 475.00000000000006 6.1000000000000005 350.00000000000006 2.1050000000000009 1.7300000000000004 1.3650000000000009 5.7000000000000002 5.9000000000000012 2.0050000000000012 0.70000000000000007 475.00000000000006 1.9000000000000001 1.0650000000000006 -0.33333333333333331 0.67500000000000016 475.00000000000006 -1.0000000180025095e-35 0.87000000000000033 4.5000000000000009 -0.83333333333333315 1.1000000000000003 1.7000000000000004 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 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 -2 4 5 -4 -6 8 -5 11 17 12 14 -14 -3 -13 -9 18 -11 -19 -17 22 23 -1 25 26 -23 -28 -27 -30 right_child=1 9 3 7 6 -7 -8 16 -10 10 -12 15 13 -15 -16 20 -18 19 -20 -21 -22 24 -24 -25 -26 28 27 -29 29 -31 leaf_value=0.016867384543314028 -0.010637026296161065 -0.007634932240478033 -0.014932148343270623 -0.0011995065608335191 0.027185787131802242 0.013306013648537672 0.0084255338100520365 -0.02669832576760816 0.031435579160187327 0.014769877476313659 -0.019618429393715549 -0.019454869957073021 0.0077023964345448856 -0.010532040085591495 0.0092280617702804619 -0.013590988144375326 -0.0030931661067269958 -0.008308470757205734 0.00048719302205203356 0.00030405151709179306 0.012004178208230982 0.024324091364174492 -0.023297383344167501 -0.0088649972942087558 2.1694927461655255e-05 -0.010610407748275057 0.012487532889331219 -0.0049150070603718342 -0.00093699487049828697 0.019155053472716718 leaf_weight=5.9619750753045091 14.847520194947718 87.270124956965446 9.3739137277007085 14.335941459983589 8.229867182672022 5.8731724545359603 55.719791379757226 4.3851795047521618 5.1244023106992236 21.98040859401226 9.5476894676685315 18.207950018346313 43.853060849010944 21.356808990240097 10.254745855927466 3.1705626305192709 23.849335510283709 32.681416094303131 43.751678161323071 289.8779797386378 4.1878726594150057 12.181954905390738 6.9399568708613506 8.8942178934812546 6887.2932944698259 29.058976776897907 32.250952057540417 24.279332358390093 41.485010638833046 7.5373605117201796 leaf_count=27 59 303 50 57 30 23 237 17 22 79 36 92 170 88 38 22 115 168 176 1167 28 40 48 40 23300 117 112 103 226 27 internal_value=-2.28431e-06 -0.000555214 0.003009 0.00460571 0.0079723 -0.00405482 0.0108398 -0.000984475 0.00739414 -0.0014171 -6.21909e-05 -0.00427974 -0.00281948 0.00173046 -0.00586179 -0.0135746 -0.00675935 0.000418677 0.00526324 -0.000568561 0.000975872 5.47555e-05 -0.00642164 0.00146173 7.48236e-05 0.00256753 0.00843688 0.00501327 -0.00259755 0.00215223 internal_weight=7783.76 727.879 141.739 126.892 79.1967 15.2471 63.9497 47.6949 19.4603 586.14 397.839 188.301 162.735 65.2099 97.5249 25.5664 28.2345 388.291 65.7321 322.559 7.35844 7055.88 21.7961 14.8562 7034.09 146.794 68.7122 56.5303 78.0813 49.0224 internal_count=27017 2977 610 551 340 73 267 211 79 2367 1626 741 599 258 341 142 132 1590 255 1335 50 24040 115 67 23925 625 255 215 370 253 is_linear=0 shrinkage=0.03 Tree=1218 num_leaves=31 num_cat=0 split_feature=6 2 4 9 5 5 0 4 5 3 5 13 7 2 8 9 8 10 10 5 10 2 9 0 11 6 4 4 13 3 split_gain=0.267448 2.07175 2.68308 3.01695 2.40598 3.1286 2.14191 2.54865 2.37494 1.7617 3.14747 2.66839 3.64143 3.51495 2.81634 2.64329 2.34231 4.77308 2.77626 1.61699 1.14599 2.63207 2.98155 2.91677 2.11456 2.10695 1.85309 3.99019 1.38391 2.93651 threshold=1.7000000000000004 1.7000000000000004 1.2050000000000007 4.3000000000000016 0.8650000000000001 1.1050000000000006 725.00000000000011 1.6900000000000006 1.6050000000000004 1.1000000000000003 0.89000000000000024 3.5000000000000004 0.3000000000000001 1.3 7.3000000000000016 4.3000000000000016 2.7000000000000006 0.33333333333333326 1.8333333333333339 1.1150000000000009 -1.4999999999999996 2.5000000000000004 7.5000000000000009 475.00000000000006 1.8333333333333337 1.5000000000000002 1.9350000000000005 2.2150000000000007 4.3000000000000016 1.3 decision_type=2 2 2 2 2 2 2 2 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 9 19 4 -4 -6 7 -5 -8 11 -11 12 -2 -14 15 -13 17 -12 -18 -3 21 22 24 -24 25 -1 -23 -28 -22 -30 right_child=1 2 3 6 5 -7 8 -9 -10 10 16 14 13 -15 -16 -17 18 -19 -20 -21 28 26 23 -25 -26 -27 27 -29 29 -31 leaf_value=0.0027785468867661833 -0.0247322033727514 -0.0030582862405785657 0.020610173994733333 -0.0012680480701839842 -0.0098119031438011033 0.0032013479465875633 0.020184616166842809 -0.0073445556409721642 -0.0044425160499811022 -0.014181714152606766 0.0013735849884383706 -0.0017037799437360185 -0.0041863932935794004 0.0026605373974793087 -0.013047955842131758 0.0030073697258422602 0.001200545468154756 -0.014974276379781971 0.016084132128316976 -0.021340257747012693 -3.9549021768900834e-05 0.0044679620581341796 0.004072685604652012 -0.019471809170424695 -0.011699581292640475 0.010470213068397028 -0.019757997547332241 0.0014192602363442646 0.010592381859060472 -0.0046085633580392896 leaf_weight=276.73629468679428 6.7254816219210616 7.5578441023826626 5.9865043312311164 129.24795639142394 19.755951434373856 104.99282722175121 7.0260982662439329 119.6124870814383 7.0710572749376297 12.392357587814329 46.635399423539639 186.59527595341206 266.11597898602486 90.402469336986542 13.226946979761122 251.85890243947506 1104.7241655532271 24.527853600680828 11.395781844854353 10.271984048187731 6087.5871527120471 12.890595480799673 8.5861467868089694 10.559199184179304 8.2698709815740568 36.250679403543472 15.765571400523184 16.272455334663391 31.150091484189034 18.073766380548477 leaf_count=823 23 21 20 404 58 307 26 365 22 36 157 526 775 255 37 723 3542 88 34 34 18252 39 27 33 25 105 48 65 94 53 internal_value=5.77368e-07 -0.000268335 -0.00220802 -0.00169251 0.00203203 0.00114049 -0.00354425 -0.00418867 0.00783178 0.000127885 0.000859056 -0.000948495 -0.00286277 -0.00245022 0.000590972 0.00100242 0.00101605 -0.00426104 0.00135251 -0.0135908 0.000100608 0.00168758 0.00258836 -0.00891277 0.00327378 0.00366941 -0.00513718 -0.00900184 9.61648e-07 0.00501098 internal_weight=8948.27 2426.12 411.523 393.693 130.735 124.749 262.958 248.86 14.0972 2014.6 1199.68 814.925 363.244 356.518 451.681 438.454 1187.28 71.1633 1116.12 17.8298 6522.14 385.331 340.402 19.1453 321.257 312.987 44.9286 32.038 6136.81 49.2239 internal_count=27017 7453 1257 1202 385 365 817 769 48 6196 3857 2339 1053 1030 1286 1249 3821 245 3576 55 19564 1165 1013 60 953 928 152 113 18399 147 is_linear=0 shrinkage=0.03 Tree=1219 num_leaves=25 num_cat=0 split_feature=2 9 9 4 4 4 8 11 4 12 7 10 7 4 2 2 4 8 6 8 7 8 4 3 split_gain=0.244444 3.45656 1.93528 2.66866 2.30476 2.25281 2.03964 0.911892 0.518486 1.7504 1.35577 1.27976 0.978639 0.580117 1.18548 0.555105 4.38533 4.64231 2.78551 0.481955 0.449048 0.204943 0.162082 0.0012151 threshold=2.9000000000000004 7.7000000000000002 7.3000000000000016 2.5450000000000008 2.5050000000000012 2.745000000000001 7.9000000000000012 1.0000000180025095e-35 2.6350000000000011 3.1000000000000005 1.5000000000000002 0.50000000000000022 1.1000000000000003 2.5750000000000006 2.3000000000000003 2.7000000000000006 1.8850000000000005 4.1000000000000005 1.3 1.1000000000000003 1.0000000180025095e-35 0.50000000000000011 2.225000000000001 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 4 6 23 -2 -7 13 -10 12 -12 -11 15 -15 19 17 -17 -18 21 -21 -1 -3 -5 right_child=1 22 -4 5 -6 7 -8 -9 9 10 11 -13 -14 14 -16 16 18 -19 -20 20 -22 -23 -24 -25 leaf_value=-0.011822444184609811 0.0036583370383061753 -0.024149573264766935 0.021691182743058639 -0.021586412694443832 0.024260669328233956 0.0070391659237330258 -0.017443508292326479 -0.0088028840053128634 0.021324045385776143 0.0026479023430863069 -0.00081631523805067083 0.022433659948637705 -0.013365446132089301 -0.022925475423491031 0.0036214906271738049 -0.012089434833419743 -0.0032380339563746643 0.014992755504999433 -0.018996386244781196 -0.0043379337181108915 1.8854415363224263e-05 -0.0023443377525943017 -0.01482123174338721 -0.022440469408773624 leaf_weight=4.2658780887722951 90.445143593475223 3.4948858171701422 4.5195549037307492 4.96050622686744 4.6810596510767928 6.5553436409682018 4.3193235807120791 6.525184765458107 4.451094605028632 7.0863019376993197 4.5395400524139387 4.0154633820056915 6.6657368540763855 2.9529400542378417 3.1067086644470692 8.1011330485343951 32.276646450161934 19.191426388919353 14.690282620489596 21.35474557057023 7168.6384014114738 3.9584203809499741 3.2216932885348797 2.14870410785079 leaf_count=23 413 19 21 56 23 40 28 38 23 30 22 19 32 21 21 30 159 73 70 96 25700 19 23 18 internal_value=1.60574e-06 0.00128669 0.0024207 0.0016927 0.00371158 -0.00825141 0.00269652 -0.000863596 -2.14161e-05 0.00414694 0.000719465 0.0100965 -0.00511391 -3.67403e-05 -0.00931517 -2.90092e-05 -0.00260951 0.00695407 -0.00816692 -2.38781e-06 5.91447e-06 -0.00726056 -0.0196751 -0.0218445 internal_weight=7436.17 130.871 124.155 119.635 99.4455 20.1897 94.7645 13.0805 7305.29 26.7581 22.307 8.555 13.752 7278.54 6.05965 7272.48 74.2595 27.2926 46.9669 7198.22 7189.99 8.2243 6.71658 7.10921 internal_count=27017 679 637 616 464 152 441 78 26338 126 103 41 62 26212 42 26170 332 103 229 25838 25796 42 42 74 is_linear=0 shrinkage=0.03 Tree=1220 num_leaves=18 num_cat=0 split_feature=4 0 5 5 0 10 7 12 4 8 0 6 4 11 4 9 4 split_gain=0.268299 0.929916 1.03574 1.10868 1.11023 1.44093 1.03017 0.456106 0.459262 0.919779 0.940275 1.06483 0.39398 2.29769 0.630644 2.48215 0.818105 threshold=2.7150000000000003 875.00000000000011 1.2950000000000006 1.5250000000000006 575.00000000000011 0.50000000000000022 1.1000000000000003 6.5000000000000009 2.5850000000000013 9.1000000000000014 875.00000000000011 1.3 2.5350000000000006 -0.33333333333333331 2.495000000000001 5.1000000000000005 2.3950000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 -2 -4 6 -6 -5 8 12 10 11 -10 14 -14 16 -16 -1 right_child=1 -3 3 4 5 -7 -8 -9 9 -11 -12 -13 13 -15 15 -17 -18 leaf_value=2.0924849273735372e-06 -0.021138138974369825 -0.022028048195527138 0.018517947152920482 0.00048592354481773843 -0.0063230606682718191 0.023342694125960697 -0.022511622146572478 0.0080033387817646153 0.0033387132345561953 0.020289376627615079 0.014548784977224725 -0.016709948232931399 0.0083254760402338701 -0.023216508996525095 0.022664857709364706 -0.0041332920599005717 -0.0055332988755540892 leaf_weight=7693.1861385535449 2.0758883282542291 2.1672092806547871 2.8016381477937093 3.7188745476305467 3.2178738787770271 2.7184781618416309 3.3162502571940422 6.4141485542058936 8.2663216665387171 2.8844432588666669 3.9195284284651271 3.3506713509559622 4.4141146838665009 3.9282913077622634 5.1923850849270803 7.7592296749353409 24.105363633483648 leaf_count=26359 36 35 30 21 28 16 26 26 52 16 28 24 31 38 37 44 170 internal_value=-2.19788e-06 -0.00347101 -0.00121783 0.00140386 -0.00229251 0.007262 -0.0103548 6.74567e-06 1.3341e-07 0.00473142 0.00184299 -0.00244389 -1.1129e-05 -0.00652709 -4.097e-06 0.00661026 -1.51976e-05 internal_weight=7783.44 20.0162 17.849 15.7731 12.9715 5.93635 7.03512 7763.42 7757.01 18.421 15.5365 11.617 7738.59 8.34241 7730.24 12.9516 7717.29 internal_count=27017 192 157 121 91 44 47 26825 26799 120 104 76 26679 69 26610 81 26529 is_linear=0 shrinkage=0.03 Tree=1221 num_leaves=27 num_cat=0 split_feature=5 3 2 4 4 7 13 0 5 2 10 2 11 5 8 10 11 12 13 2 5 7 3 5 9 9 split_gain=0.261531 1.3294 1.86372 1.48168 3.43531 1.82922 2.37576 2.07791 1.18261 3.22935 1.96087 1.27546 0.589002 0.489302 2.28825 4.06443 4.26039 3.07306 2.29792 2.26139 1.02937 2.5479 3.46319 0.6142 4.87611 1.035 threshold=0.76500000000000024 1.1000000000000003 1.5000000000000002 1.8600000000000005 1.7150000000000005 1.5000000000000002 2.5000000000000004 525.00000000000011 0.79500000000000004 1.3 1.0000000180025095e-35 0.90000000000000013 -1.0000000180025095e-35 0.89000000000000024 4.7000000000000002 0.83333333333333337 -0.66666666666666619 1.7000000000000004 2.3000000000000007 0.70000000000000007 0.92500000000000027 0.70000000000000007 0.90000000000000013 0.99000000000000021 3.1000000000000005 2.9000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 -1 -7 9 11 -11 -2 -5 14 15 16 -10 19 -19 -16 21 -15 -23 24 -22 -25 right_child=8 2 -4 12 -6 7 -8 -9 13 10 -12 -13 -14 20 17 -17 -18 18 -20 -21 23 22 -24 25 -26 -27 leaf_value=0.0013892927252054143 -0.0056944820176922642 -0.017912718898800924 0.0046524950844183521 0.0057363226228060978 -0.016755992383827002 0.0032173392632979503 0.016970622168236492 -0.010734358108535291 -0.0095871972163875298 0.016100085553313933 -0.0043484493097056898 -0.019888816311194588 0.020605094399213524 0.012330465103716643 0.0017113610048369132 -0.017705446409616282 0.0046279365291897303 0.010181854799745021 -0.0018441615393516874 0.018817886056397937 0.0094299124589816534 -0.0094271530578932256 0.0036932124190827893 -0.0017050785318894807 -0.00059352914891630873 2.5743633871340224e-05 leaf_weight=19.527623519301414 11.781466692686083 7.1547944694757444 6.1049714833498001 4.4440490752458572 8.5121145471930486 35.845874324440956 16.042512699961662 13.125630110502241 26.767658844590187 7.5577050894498852 9.5581904351711255 11.0328032374382 5.2074526622891408 8.5426242351531965 10.8716396689415 12.558104336261747 65.183236554265022 19.357623636722565 54.731150105595589 19.305062115192413 54.533851139247417 52.525310769677162 27.630968332290649 323.68648617714643 219.46320071816444 7896.7689807787538 leaf_count=57 33 22 20 20 29 105 46 40 76 26 28 31 23 25 30 35 182 66 166 54 162 148 79 943 634 23937 internal_value=6.86876e-07 0.00141611 -0.0075234 0.00257025 0.00140978 0.00323881 0.00841664 -0.000522077 -1.78981e-05 -0.00516908 0.00468082 -0.0125588 0.0137587 5.49699e-06 0.0014405 -0.0016966 0.000489795 0.00458492 0.00129795 0.012655 -2.94076e-05 -0.00324449 -0.00490438 4.16416e-06 0.00140144 -4.24088e-05 internal_weight=8947.82 115.965 13.2598 102.705 93.0538 84.5416 35.5701 48.9715 8831.86 39.9302 17.1159 22.8143 9.6515 8791.93 208.774 104.509 91.9509 104.265 74.0888 30.1767 8583.15 88.6989 80.1563 8494.45 273.997 8220.46 internal_count=27017 362 42 320 277 248 103 145 26655 118 54 64 43 26537 609 293 258 316 232 84 25928 252 227 25676 796 24880 is_linear=0 shrinkage=0.03 Tree=1222 num_leaves=31 num_cat=0 split_feature=4 10 4 11 3 11 8 4 4 7 7 13 4 6 9 8 4 10 7 13 4 8 11 5 13 6 9 4 7 10 split_gain=0.242431 3.40949 3.27474 4.80503 4.00276 2.80915 2.51495 3.6363 2.27134 2.24885 2.74333 2.64241 1.68225 1.51156 1.37224 0.856167 1.25086 4.72293 5.12656 4.30735 3.69821 3.50286 3.49885 2.94096 2.26923 4.91655 1.76379 1.43939 2.93647 1.12608 threshold=0.80000000000000038 1.0000000180025095e-35 0.77500000000000036 0.50000000000000022 1.1000000000000003 0.83333333333333337 3.3000000000000003 0.75500000000000023 0.61500000000000021 0.90000000000000013 1.7000000000000004 4.1000000000000005 0.73500000000000032 2.3000000000000003 4.7000000000000002 1.7000000000000004 0.91000000000000036 -1.0000000180025095e-35 1.9000000000000001 2.9000000000000008 0.93000000000000027 4.9000000000000012 1.0000000180025095e-35 1.2750000000000006 3.3000000000000007 1.9000000000000001 6.9000000000000012 0.97000000000000031 0.90000000000000013 -0.33333333333333331 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 -4 6 7 8 -3 12 13 -12 -1 -11 -8 29 17 24 19 -19 21 23 -20 -18 26 -26 -17 28 -22 -2 right_child=15 5 3 -5 -6 -7 14 -9 -10 10 11 -13 -14 -15 -16 16 20 18 22 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.021049811963173719 0.015201148270829811 0.0032138074631940733 0.014446123103852744 0.02642950538051464 -0.013353073738073646 0.021151002707927257 -0.011406058094284485 -0.0064603111580744822 0.025407736033717019 0.0046398884626824835 -0.018259082672587978 0.0039826281557927955 -0.001241111878377967 -0.0092447594572100441 0.0048311926795310579 -0.0019591618004642414 0.020617418232749114 -0.0040873138933832888 -0.0038573815631480339 -0.016378972690247157 0.005281726361310129 -0.0099786353072066434 0.019486126686962923 0.0054046272399740749 0.02550212838686328 0.001025777687227634 0.011952338280771571 3.351474439215617e-05 -0.0051923925140175799 -0.0009450034046921777 leaf_weight=11.576671689748766 7.659933865070343 6.4522626250982347 8.3212367445230537 8.1469305008649808 10.599657759070395 10.50487446784973 10.799271151423456 8.3361258804798108 11.631307631731032 36.066780798137188 14.787598147988321 7.1229819059371939 5.7875289618968955 8.7731864154338819 8.2727999091148359 73.977326825261116 16.984348073601723 67.808748625218868 12.702249273657801 41.277947604656219 30.512462355196476 8.9162291139364225 10.602126538753508 35.017322920262814 10.802571907639502 23.353252187371254 9.2252862676978094 6797.5391108486801 114.44369480013847 7.8937339782714826 leaf_count=47 23 24 28 27 37 33 36 29 36 128 59 23 21 30 29 258 55 231 45 143 108 33 35 120 38 80 35 24805 396 25 internal_value=1.66891e-06 0.00113117 -0.00190928 0.00716685 -0.00112724 0.00716805 0.00393913 0.00993227 0.0174889 -0.00482995 -0.00232807 -0.0110285 -0.0144475 0.00192328 -0.0043629 -2.43094e-05 -3.93867e-05 -0.00212563 -0.00600984 -0.00873843 3.50111e-05 0.0073945 0.00676255 0.0103733 0.00225611 0.00876699 -0.000416691 -2.95658e-05 -0.00298765 0.00700672 internal_weight=7435.9 167.179 111.183 27.0678 18.9209 55.9966 45.4918 26.4197 18.0836 84.1147 66.7505 21.9106 17.3642 44.84 19.0721 7268.72 7253.16 249.75 132.391 109.087 7003.41 60.9179 23.3044 52.0017 117.358 34.1558 83.2026 6942.5 144.956 15.5537 internal_count=27017 587 400 92 65 187 154 89 60 308 240 82 68 158 65 26430 26382 865 454 374 25517 208 80 175 411 118 293 25309 504 48 is_linear=0 shrinkage=0.03 Tree=1223 num_leaves=11 num_cat=0 split_feature=5 12 0 12 11 12 2 11 2 11 split_gain=0.268954 0.310349 1.0167 0.429915 1.20341 0.4579 2.00064 0.37131 1.77827 0.714222 threshold=3.2350000000000008 6.3000000000000016 525.00000000000011 5.9000000000000012 0.33333333333333326 5.700000000000002 2.7000000000000006 -1.8333333333333328 1.9000000000000001 -1.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 7 -7 8 -1 -9 right_child=-2 2 -4 4 -6 6 -8 9 -10 -11 leaf_value=0.0024620979672710062 -0.0062732784091499485 -0.0031192698057877534 0.01467830604954156 -0.014554003937472158 0.0064160912083225125 0.020189362200329266 -0.005648340264113736 -0.0018563434933956419 -0.0055208575707529923 7.8929964791423719e-06 leaf_weight=168.96808853745461 6.150616154074668 6.4185332134366018 5.2529811337590218 6.1411061920225603 4.1122014448046684 4.9660619497299177 5.9033245407044888 189.72879255097359 29.498063243925571 7356.0424883263186 leaf_count=518 21 28 22 31 18 16 30 631 122 25580 internal_value=-2.38409e-06 2.57537e-06 0.00489086 -4.77183e-06 -0.00614372 3.34469e-06 0.00615652 -5.29157e-06 0.00127559 -3.89809e-05 internal_weight=7783.18 7777.03 11.6715 7765.36 10.2533 7755.11 10.8694 7744.24 198.466 7545.77 internal_count=27017 26996 50 26946 49 26897 46 26851 640 26211 is_linear=0 shrinkage=0.03 Tree=1224 num_leaves=31 num_cat=0 split_feature=6 2 4 5 12 9 2 12 4 4 5 4 3 13 5 10 2 9 0 11 4 4 4 13 3 5 10 11 7 4 split_gain=0.259548 1.99322 2.60261 2.92767 2.71268 2.78207 1.70583 1.7808 2.07369 4.25551 2.84884 1.87113 2.49492 1.67786 1.56388 1.10081 2.52776 2.86481 2.81868 2.03337 2.10075 1.77812 3.82678 1.34072 2.82984 4.02452 3.60631 1.93657 1.14556 1.13357 threshold=1.7000000000000004 1.7000000000000004 1.2050000000000007 0.8450000000000002 2.3000000000000007 4.5000000000000009 1.0000000180025095e-35 1.1000000000000003 1.1650000000000007 1.3750000000000007 1.3750000000000007 0.73500000000000032 0.90000000000000013 2.7000000000000006 1.1150000000000009 -1.4999999999999996 2.5000000000000004 7.5000000000000009 475.00000000000006 1.8333333333333337 1.0750000000000008 1.9350000000000005 2.2150000000000007 4.3000000000000016 1.3 1.0750000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 3.1000000000000005 2.0750000000000006 decision_type=2 2 2 2 2 2 2 2 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 6 14 -4 -5 -6 -2 8 10 -10 -8 12 -9 -13 -3 16 17 19 -19 20 -1 -18 29 28 25 -25 -26 -27 -17 -23 right_child=1 2 3 4 5 -7 7 11 9 -11 -12 13 -14 -15 -16 23 21 18 -20 -21 -22 22 -24 24 26 27 -28 -29 -30 -31 leaf_value=-0.0053515485182879796 0.012410723074449178 -0.003063894741346657 0.01793184543009297 -0.016717000110840059 0.0017166243084339779 -0.0035985344175241017 -0.01477608787810292 -0.024924531605722954 0.01311871469671552 -0.015677536340062137 0.0060823841594455719 -0.0023126548120579985 -0.0031323711602172948 0.00063098597640565916 -0.021072628593981468 -2.3224782486672208e-05 0.0043795679672883128 0.003992114783802461 -0.019175162281179818 -0.011486524927452746 0.0042718257000628141 -0.028682935363779569 0.0014044694943101536 -0.0041094005642874302 0.0065750475116136964 0.0099215987833545134 -0.020708895021719704 0.028655263068509934 -0.011293602344918812 -0.01242534044687872 leaf_weight=21.956005573272705 10.119088746607302 7.5583076775074032 6.7464400529861441 10.956327006220816 143.18312680721283 232.61885358020663 25.484895840287209 5.670758828520774 12.332054018974306 7.3844148516654959 7.6657492071390143 193.87536955438554 28.447505936026573 1723.6025883294642 10.192057464271782 6079.024457225576 12.883013412356375 8.592975854873659 10.504278123378752 8.2562079280614835 290.99527531862259 6.7104737758636466 16.249114349484444 11.047591462731363 10.740718990564348 10.914973005652429 7.3393638283014289 9.1123467534780485 8.1276199817657453 9.0866052508354169 leaf_count=64 33 21 22 31 419 730 76 18 35 21 25 691 97 5200 34 18226 39 27 33 25 864 20 65 34 32 32 21 28 26 28 internal_value=6.88775e-07 -0.000264238 -0.00216753 -0.00166066 -0.00200242 -0.00157342 0.000124298 6.22727e-05 -0.00537063 0.00233365 -0.00995278 0.000209446 -0.00675442 0.000333356 -0.0134043 9.92345e-05 0.00165482 0.00253781 -0.00875084 0.00320898 0.00359667 -0.00503318 -0.00881724 1.57557e-06 0.00493627 0.0104268 -0.0045005 0.0184453 -3.82731e-05 -0.0193314 internal_weight=8947.38 2425.84 411.255 393.505 386.758 375.802 2014.58 2004.46 52.8671 19.7165 33.1506 1951.6 34.1183 1917.48 17.7504 6521.54 385.234 340.305 19.0973 321.207 312.951 44.9292 32.0462 6136.31 49.155 31.0749 18.0801 20.0273 6087.15 15.7971 internal_count=27017 7453 1257 1202 1180 1149 6196 6163 157 56 101 6006 115 5891 55 19564 1165 1013 60 953 928 152 113 18399 147 94 53 60 18252 48 is_linear=0 shrinkage=0.03 Tree=1225 num_leaves=31 num_cat=0 split_feature=4 3 12 7 10 9 0 5 12 0 4 5 12 5 5 13 4 2 5 0 6 9 4 9 5 6 11 5 3 5 split_gain=0.238346 2.71437 4.26156 3.17279 3.09374 4.82637 3.35026 2.39965 4.95527 2.12222 3.7128 3.00169 2.94085 2.7041 3.46825 3.32355 1.32706 2.39442 4.12091 1.99807 5.09923 1.78279 1.5787 3.95954 3.11387 3.12328 3.06096 3.76357 1.44402 2.7033 threshold=2.0950000000000011 0.70000000000000007 2.9000000000000008 0.70000000000000007 0.33333333333333326 6.1000000000000005 575.00000000000011 1.1050000000000006 2.7000000000000006 525.00000000000011 2.3350000000000013 1.1950000000000005 3.5000000000000004 1.0750000000000008 1.3250000000000008 2.5000000000000004 1.9400000000000006 0.90000000000000013 1.4850000000000008 200.00000000000003 0.70000000000000007 4.1000000000000005 1.8200000000000003 6.1000000000000005 1.2650000000000006 0.90000000000000013 1.8333333333333337 2.1850000000000009 0.50000000000000011 0.97000000000000031 decision_type=2 2 2 2 2 2 2 2 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 7 3 -3 5 -5 -6 8 -2 13 12 -12 -11 15 -15 -4 22 18 -18 20 -19 -22 -1 26 -25 -26 27 -24 -21 -30 right_child=1 2 9 4 6 -7 -8 -9 -10 10 11 -13 -14 14 -16 -17 17 19 -20 28 21 -23 23 24 25 -27 -28 -29 29 -31 leaf_value=-6.1703269218677708e-05 -0.013804803277092319 -0.011510389134487358 -0.0052086407350413408 -0.0016275597118330573 0.012888496749971744 0.026172651584517325 0.040375438379148525 -0.014200602248931644 0.026509876091693713 -0.0034283034125087903 0.014123652532709358 -0.0050870065659074752 0.0099926695880891408 -0.013793697976063328 -0.0012800200454087117 0.030690740053823204 -0.0084128204027310409 0.025185766898673235 0.027567168397127403 0.0065973731501564221 -0.016294247189234921 0.0015305021953561052 0.0035624734238335655 -0.024704526057320795 -0.010675826986991262 0.0017243029496428243 -0.015202580404230694 0.024553715054517172 -0.020157941960402482 -0.0033240833936051479 leaf_weight=6324.8530511520803 6.5102916955947894 5.9164295345544806 4.4399865269660932 21.500354368239645 13.145823091268541 7.6096228808164588 5.7305894717574111 19.557938659563661 4.7431720271706581 19.049798227846622 8.3972853198647481 57.071322254836559 64.267561592161655 23.267965231090784 139.09448207914829 4.8631832227110863 5.1830554604530317 7.9460675716400138 6.4056411683559418 12.328470505774019 5.9460668712854376 33.513369031250477 274.33724313229322 5.8354878276586524 26.311800293624401 59.89557833597064 7.5519635602831832 7.908772110939025 8.8993422389030439 243.51756847649813 leaf_count=22277 46 23 22 102 47 27 23 128 33 89 52 337 275 128 596 26 21 29 22 59 23 121 1078 27 104 219 28 27 53 975 internal_value=1.60734e-06 0.000709132 0.00141359 0.00921799 0.0117737 0.00563968 0.0212331 -0.00784992 0.00318725 0.000100819 0.0027232 -0.00262296 0.00692408 -0.00217205 -0.00307334 0.0135576 -3.91675e-05 -0.00191517 0.0114751 -0.00241228 0.00325982 -0.00115548 5.1389e-05 0.00192466 -0.00349603 -0.0020604 0.00364633 0.00415067 -0.00342793 -0.00391759 internal_weight=7435.6 405.166 374.354 53.9028 47.9864 29.11 18.8764 30.8114 11.2535 320.452 148.786 65.4686 83.3174 171.666 162.362 9.30317 7030.43 323.74 11.5887 312.151 47.4055 39.4594 6706.69 381.841 92.0429 86.2074 289.798 282.246 264.745 252.417 internal_count=27017 1954 1747 222 199 129 70 207 79 1525 753 389 364 772 724 48 25063 1303 43 1260 173 144 23760 1483 350 323 1133 1105 1087 1028 is_linear=0 shrinkage=0.03 Tree=1226 num_leaves=31 num_cat=0 split_feature=12 4 5 5 10 8 12 11 5 7 4 4 9 7 4 0 10 5 0 12 12 12 4 11 9 10 11 10 5 9 split_gain=0.265556 1.53966 3.21245 7.08984 3.76512 3.11018 2.65144 2.32779 4.30741 1.73949 1.63262 1.52005 7.21527 1.98158 1.49161 2.63367 4.43567 4.22554 5.0829 3.84439 3.48091 2.73776 2.55953 5.06723 3.61474 3.89928 3.67711 2.33323 3.39571 2.21478 threshold=2.9000000000000008 1.8900000000000006 1.5950000000000004 1.5650000000000006 1.5000000000000004 6.5000000000000009 2.1000000000000005 -1.0000000180025095e-35 1.7950000000000002 3.3000000000000003 1.4250000000000005 1.8750000000000002 5.5000000000000009 1.3 1.195000000000001 200.00000000000003 0.83333333333333337 2.1350000000000011 525.00000000000011 4.3000000000000016 3.1000000000000005 3.9000000000000008 1.3250000000000008 1.5000000000000004 5.3000000000000016 1.0000000180025095e-35 1.0000000180025095e-35 -0.83333333333333315 2.0050000000000012 3.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 -3 8 -7 11 -11 -1 13 -13 15 16 -2 18 19 -17 -19 -20 23 24 26 -26 -16 -25 -29 -24 right_child=14 2 5 -5 -6 7 -8 -9 -10 10 -12 12 -14 -15 22 17 -18 20 21 -21 -22 -23 29 27 25 -27 -28 28 -30 -31 leaf_value=-3.9597314709884584e-05 -0.0074800693883613992 0.0066525122916931871 -0.017544038528906927 0.03733237247455342 -0.023560786211488591 0.026527024778012616 -0.0033096162433798541 -0.013826714941539999 -0.01109227614442672 -0.0022586003651460691 -0.023980857844415678 0.0085625671111474264 0.028150601157804659 -0.01692020360668172 -0.0032973969129187148 0.0091225739932733491 0.012488472387292655 -0.019560984001394006 -0.0025016977844028558 -0.010653993760846065 -0.00065492737423955224 0.014454935910451584 -0.0044529281309886402 0.024858237420919593 -0.0046541982301323004 0.0050864118812809058 -0.013160811992621016 -0.002902258066028441 0.018222842718868402 0.00052199836697923527 leaf_weight=4690.0082619413733 52.175422176718712 32.611595220863819 23.023367203772068 4.2842249795794478 6.8365943618118754 5.5047434121370333 91.530875945463777 7.5683528110384932 5.452650785446167 7.7225614637136442 5.2181329652667046 4.3732001036405581 9.090267635881899 7.3827883303165436 84.524731896817684 156.32098965346813 12.388990610837935 9.9464319571852666 83.442409120500088 9.3770844265818578 73.765152715146542 9.5503846034407598 83.811711339280009 6.1951806545257559 89.009318947792053 63.285437263548374 56.927154034376144 19.213795885443691 10.640772730112074 2061.7502638408914 leaf_count=15440 153 151 105 18 43 20 535 36 22 34 28 18 34 34 269 454 36 29 246 28 235 28 446 19 265 188 182 61 33 7827 internal_value=-2.32745e-06 -0.00013672 -0.00288523 -0.000644065 -0.00188624 -0.0101814 -0.000692616 -0.00103118 0.0078068 -3.38425e-05 -0.0110178 -3.66976e-06 0.00807934 -0.00744067 0.00022617 0.0019093 -0.00364839 0.00295727 0.00485309 0.00800339 -0.0029013 -0.000760247 -5.05481e-05 -0.00251109 -0.0038138 -0.000606529 -0.00726692 0.00810388 0.00462716 0.000327664 internal_weight=7782.93 4900.61 176.812 135.263 130.979 41.5491 124.142 18.5257 10.9574 4723.8 12.9407 4710.85 20.8463 11.756 2882.33 406.967 64.5644 342.402 258.691 165.698 83.7116 92.9928 2475.36 329.796 293.747 152.295 141.452 36.0497 29.8546 2145.56 internal_count=27017 16518 930 747 729 183 686 78 42 15588 62 15526 86 52 10499 1209 189 1020 756 482 264 274 9290 1017 904 453 451 113 94 8273 is_linear=0 shrinkage=0.03 Tree=1227 num_leaves=15 num_cat=0 split_feature=4 5 4 7 5 8 10 11 5 3 9 5 4 5 split_gain=0.265638 0.78366 0.433393 0.313817 2.66596 2.85413 2.88708 1.74014 0.713269 2.2477 1.37291 0.76581 2.22823 1.90569 threshold=2.975000000000001 1.7250000000000003 2.8750000000000004 2.7000000000000006 0.67500000000000016 3.3000000000000003 -1.1666666666666663 0.50000000000000022 0.74500000000000033 1.1000000000000003 2.7000000000000006 0.8500000000000002 1.3950000000000007 0.88500000000000023 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 8 -5 7 -7 -6 9 10 -1 12 -10 -13 right_child=1 -3 -4 4 5 6 -8 -9 11 -11 -12 13 -14 -15 leaf_value=0.011587906724293186 0.0030523044347317172 -0.011111261308002983 0.0076665754108171088 -0.023638382347402589 0.015049650383458197 -0.011150637760570596 0.0015379104685522681 -0.0024194186236645206 -0.0054167461180436452 -0.0092603747376977016 0.0022278220589754894 0.0047943392231601153 0.0016673152550944596 -5.5893608152494714e-05 leaf_weight=19.267361991107464 6.9437879621982557 7.1216854602098465 6.6433691158890715 3.8271315842866889 20.416143864393238 18.016013123095036 154.90767501294613 6.8551863431930533 85.491078287363052 12.057599529623984 52.621773898601532 73.545284688472748 75.034808032214642 8403.7130279187113 leaf_count=64 28 23 29 11 57 56 458 20 237 38 163 214 233 25386 internal_value=4.80141e-07 -0.00411905 6.96699e-06 1.266e-06 0.00116432 0.00163847 0.000215957 0.0106585 -2.59406e-05 0.00272604 0.00473646 -5.26859e-05 -0.00210543 -1.38149e-05 internal_weight=8946.46 14.0655 8932.4 8925.75 204.022 200.195 172.924 27.2713 8721.73 83.9467 71.8891 8637.78 160.526 8477.26 internal_count=27017 51 26966 26937 602 591 514 77 26335 265 227 26070 470 25600 is_linear=0 shrinkage=0.03 Tree=1228 num_leaves=15 num_cat=0 split_feature=5 5 5 11 10 5 13 2 6 5 10 5 4 8 split_gain=0.24012 0.751155 0.347935 3.16515 2.11136 2.08823 2.22878 2.17796 1.86527 1.06928 2.03324 0.542548 1.43654 0.578087 threshold=3.1450000000000005 3.015000000000001 2.5050000000000012 1.0000000180025095e-35 -0.83333333333333315 2.6050000000000009 2.3000000000000007 0.90000000000000013 0.70000000000000007 2.475000000000001 1.0000000180025095e-35 2.4450000000000007 1.2350000000000005 8.7000000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 -4 6 -5 -7 -6 11 -11 13 -13 -1 right_child=-2 -3 3 5 8 7 -8 -9 -10 10 -12 12 -14 -15 leaf_value=3.7687675096745338e-05 -0.0052880608911486772 0.010677057595915997 -0.024140045184627326 0.0083735073787414623 0.010876124380127411 -0.0097075922466674375 -0.014578581553269639 0.011341111485182843 -0.0078824761237051202 -0.0031460105861419703 0.016786778975729048 0.0085264948831756567 -0.012438938153109843 -0.0031238146589042367 leaf_weight=7245.5890774782747 7.7141266465187064 5.9338646270334712 6.0638662539422503 6.3302795961499205 5.6191749274730673 5.2990338504314414 9.5553088337182981 26.801012679934502 31.594881817698479 8.8442174494266528 9.6104008927941305 4.2605577260255805 9.4999513588845712 52.430040255188942 leaf_count=26088 33 25 34 32 21 28 50 114 164 38 33 20 44 293 internal_value=2.07343e-06 7.56776e-06 -9.63038e-07 -0.00184188 -0.00772479 0.00346387 -0.00543236 0.00786642 -0.00505 2.1957e-05 0.00723416 3.75367e-06 -0.00594758 1.4975e-05 internal_weight=7435.15 7427.43 7421.5 91.2636 43.2779 47.9856 15.8856 32.1 37.2141 7330.23 18.4546 7311.78 13.7605 7298.02 internal_count=27017 26984 26959 443 219 224 82 142 185 26516 71 26445 64 26381 is_linear=0 shrinkage=0.03 Tree=1229 num_leaves=22 num_cat=0 split_feature=11 6 9 9 2 10 5 6 0 13 4 9 5 10 5 11 5 8 3 8 11 split_gain=0.283334 1.00579 1.12964 2.15308 3.42909 2.37115 1.99051 1.84341 1.18955 1.6511 1.50566 0.87675 0.557942 2.717 0.761095 4.55139 0.900072 0.783996 0.552443 2.13227 0.540759 threshold=1.8333333333333337 2.7000000000000006 7.1000000000000005 6.5000000000000009 1.1000000000000003 -1.1666666666666663 1.9000000000000004 1.5000000000000002 575.00000000000011 1.9000000000000001 1.4850000000000005 5.3000000000000016 0.54500000000000015 0.33333333333333326 0.62500000000000033 -1.0000000180025095e-35 0.67500000000000016 4.7000000000000002 1.0000000180025095e-35 5.3000000000000016 1.5000000000000004 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=12 2 3 5 -5 11 -6 -7 9 -4 -11 -2 13 -1 15 -14 17 -16 19 -18 -20 right_child=1 -3 8 4 6 7 -8 -9 -10 10 -12 -13 14 -15 16 -17 18 -19 20 -21 -22 leaf_value=0.0048219108883130416 0.0040093393160535295 -0.011775007827026502 -0.020027015042772375 0.027808262696350113 0.014131529621669952 -0.0049870415078179693 -0.0055009749929236049 0.0016287002377911169 0.0055965329392545686 -0.010332064419520575 0.0077516358572799699 0.019529409608266508 0.031285426805149244 -0.02517455505974488 -0.01838241738499807 -0.012546318933176865 -0.018899025759296684 0.0002357594745214093 3.4508691435248621e-06 0.011403963141314843 0.001475003402270536 leaf_weight=7.1609788127243501 7.1034697592258436 7.5894858092069617 8.0444962084293383 6.1556230485439327 7.6057451665401485 86.555212419480085 11.951375856995581 67.440854229032993 6.5141208171844474 11.210567951202394 6.5735339522361746 6.0796479657292366 4.1925594471395016 4.379814893938601 4.4680651240050775 4.3383597135543805 5.524480998516081 3.7389204492792487 7280.267952860333 3.3614416625350714 231.90637976489961 leaf_count=35 29 23 26 19 24 316 38 211 21 33 21 20 22 24 24 26 29 23 25248 26 779 internal_value=-2.53296e-06 -0.0010333 -0.000671349 0.000198621 0.00828048 -0.0010444 0.00213409 -0.00208975 -0.00585985 -0.00874921 -0.00364779 0.0111667 2.92562e-05 -0.00656197 3.93478e-05 0.00899499 2.92007e-05 -0.00990039 4.00359e-05 -0.00743576 4.88788e-05 internal_weight=7782.16 232.824 225.235 192.892 25.7127 167.179 19.5571 153.996 32.3427 25.8286 17.7841 13.1831 7549.34 11.5408 7537.8 8.53092 7529.27 8.20699 7521.06 8.88592 7512.17 internal_count=27017 781 758 657 81 576 62 527 101 80 54 49 26236 59 26177 48 26129 47 26082 55 26027 is_linear=0 shrinkage=0.03 Tree=1230 num_leaves=25 num_cat=0 split_feature=12 10 2 4 5 5 9 13 13 10 4 6 6 11 5 4 5 0 8 11 4 5 0 7 split_gain=0.26513 1.46403 1.45337 1.87435 1.96948 2.51931 1.87551 1.18361 1.20727 2.16137 1.89623 1.16594 1.98321 2.9038 1.14108 2.31161 1.857 1.11217 1.01073 3.08316 1.51266 0.967506 0.690807 0.202327 threshold=2.5000000000000004 -2.4999999999999991 0.50000000000000011 1.2150000000000005 1.9000000000000004 1.5450000000000002 5.7000000000000002 5.9000000000000012 5.3000000000000016 0.33333333333333326 1.2850000000000008 3.3000000000000003 2.9000000000000004 -0.33333333333333331 1.9250000000000003 1.5350000000000008 1.8750000000000002 525.00000000000011 3.5000000000000004 -0.66666666666666619 0.98000000000000043 1.5750000000000008 350.00000000000006 1.1000000000000003 decision_type=2 2 2 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 -6 8 14 10 -10 12 18 21 16 -16 -3 -15 19 -4 -20 -14 -5 -24 right_child=2 7 11 22 6 -7 -8 -9 9 -11 -12 -13 13 17 15 -17 -18 -19 20 -21 -22 -23 23 -25 leaf_value=-0.011506048681456167 -0.010299068511502439 -0.00014262660564733185 -0.0044667806359670542 -0.0057492153485208487 0.0013435610745314609 0.01482159001791822 -0.02362870992177199 -0.011215393032373962 0.0085055605262440055 0.016637531244732648 -0.011799175177092383 0.010189940626812896 0.012395590290772111 -0.018931849239527697 -0.0049017199518404568 0.0046692862521215085 0.0059126164826789149 -0.0020663332988525842 -0.003581108843967497 0.00043796376384054028 0.00047508015579770336 -0.0045033329246997236 -0.015544547626635674 -0.0251828892409122 leaf_weight=10.235306352376936 5.6419100463390377 3950.9443217292428 161.33302453160286 4.335163399577139 5.4903979264199716 9.8940475434064847 5.3386545795947313 8.6756432205438596 9.2307119369506889 10.753429502248762 7.5048748552799216 10.492884881794451 6.1606354415416735 14.19145753234625 106.94812072813511 28.834475845098495 46.113688543438911 4.6792360730469218 84.47787468880415 404.67119273915887 4036.2372436467558 6.0371906273066998 3.6914796158671379 4.1794141978025436 leaf_count=29 19 11267 526 21 29 37 34 27 27 31 22 33 18 59 392 85 138 19 286 1303 12551 23 22 19 internal_value=5.51109e-07 -0.000173871 0.000153472 -0.00564635 -0.00114659 0.00569898 -0.0109676 -0.000146049 -0.000122966 0.00614324 -0.000599857 0.000200784 0.000178567 -0.00737602 -0.000164645 -0.00286924 -7.27678e-05 -0.0147498 0.000228647 -0.000960077 0.000391925 0.00403164 -0.0153658 -0.0206625 internal_weight=8946.09 4179.24 4766.85 38.5711 26.365 15.536 10.8291 4169.01 4160.33 27.489 16.7356 4728.28 4717.79 31.0685 4132.84 135.783 3997.06 18.8707 4686.72 566.004 4120.72 12.1978 12.2061 7.87089 internal_count=27017 12018 14999 181 119 56 63 11989 11962 80 49 14818 14785 119 11882 477 11405 78 14666 1829 12837 41 62 41 is_linear=0 shrinkage=0.03 Tree=1231 num_leaves=31 num_cat=0 split_feature=10 5 8 9 9 5 0 13 13 12 4 2 7 5 4 4 4 3 5 10 6 3 12 8 4 7 4 10 0 11 split_gain=0.235544 1.95162 2.19587 3.73118 4.21581 5.9328 3.62092 3.29021 2.66976 3.28049 2.54517 2.06333 1.99372 1.97885 0.540585 3.5482 1.89081 2.57191 2.95203 2.17551 1.80502 1.38026 1.47056 0.97959 0.691579 2.57438 2.00972 2.07767 1.92098 1.48152 threshold=1.8333333333333339 2.305000000000001 4.9000000000000012 4.5000000000000009 3.5000000000000004 1.2950000000000006 475.00000000000006 2.7000000000000006 1.7000000000000004 2.5000000000000004 1.7650000000000006 1.7000000000000004 0.90000000000000013 1.1750000000000005 2.4450000000000007 2.475000000000001 2.3450000000000011 1.3 1.4550000000000007 -1.0000000180025095e-35 1.7000000000000004 2.9000000000000004 5.1000000000000005 5.1000000000000005 2.265000000000001 1.7000000000000004 2.2350000000000008 -0.83333333333333315 525.00000000000011 -0.33333333333333331 decision_type=2 2 2 2 2 2 2 2 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 7 -6 12 -4 -2 13 -8 -11 -5 -10 16 -16 24 23 -19 -20 21 22 -17 -18 26 28 -1 -28 -26 -27 right_child=1 -3 3 6 5 -7 10 -9 9 11 -12 -13 -14 -15 15 20 17 18 19 -21 -22 -23 -24 -25 25 29 27 -29 -30 -31 leaf_value=-1.5105949193134203e-05 0.020725809039442804 0.016709600861168964 -0.025742184323212489 2.1339562051221144e-05 -0.0083801265463092963 0.025920421789594039 0.009520139275571075 0.0061479060707365744 0.028103101274063187 -0.0095086929295164994 -0.0062454935696423103 0.0029965080829956426 -0.019239485778392761 0.0043288457350261758 0.023388702327475839 0.0024761025365564932 -7.4337703662400215e-05 0.018793377821291642 0.0028352921870725451 -0.017742269963609583 -0.017853973512709991 0.018549466020395432 -0.010445782341006109 -0.020531792828537634 0.00072737776086628217 0.0037146503587842123 -0.024974898179262406 -0.0036359252511628452 0.013517570299734665 -0.017102653599257157 leaf_weight=7054.790913593024 7.9369854629039756 6.9038986451923838 5.3313868492841738 6.2622193098068264 6.872992783784869 13.360719218850134 14.133751481771467 6.4157072678208351 6.3004575669765455 16.855238974094391 26.4860804900527 40.189073286950588 21.249038130044937 6.3033525049686432 6.660567767918109 56.540735336020589 2.5725818388164035 5.4056574106216457 10.328264830634 8.3722380027174932 4.5134451910853377 4.1273188591003409 9.2187144458293897 11.630306079983709 21.944466687738895 5.2372836098074913 5.5874559283256557 15.49331660568714 20.386698164045811 7.4585810527205449 leaf_count=25268 28 27 25 21 32 50 49 25 21 55 122 144 85 20 33 323 17 29 48 46 30 16 68 85 89 28 28 82 83 40 internal_value=2.08936e-06 0.00106032 0.000452314 -0.00248352 0.00596985 0.0142692 -0.00645154 -0.00832533 0.00424056 0.00236193 -0.00075981 -0.000698482 -0.0148553 0.0162132 -2.48546e-05 0.00241131 -5.23998e-05 -0.00669948 -0.000732937 -0.00637731 0.00053334 0.00172083 0.000664604 -0.0168263 -1.66899e-05 0.00333352 -4.27436e-05 -0.00929182 0.00688714 -0.00851512 internal_weight=7434.87 184.601 177.697 100.112 31.9808 20.2337 68.1311 11.7471 77.5851 69.6481 40.6198 57.0443 27.5113 12.6038 7250.27 81.0608 7169.21 38.309 24.1062 18.7005 74.4002 69.8868 65.7594 14.2029 7130.9 55.027 7075.87 21.0808 42.3312 12.6959 internal_count=27017 704 677 409 132 82 277 50 268 240 171 199 106 41 26313 470 25843 225 123 94 437 407 391 102 25618 240 25378 110 172 68 is_linear=0 shrinkage=0.03 Tree=1232 num_leaves=22 num_cat=0 split_feature=11 6 7 12 3 5 4 9 10 0 10 11 5 10 5 11 5 9 3 8 11 split_gain=0.271987 0.969559 1.12004 2.57938 1.81606 1.82183 2.5107 1.77015 1.73621 1.63494 1.60802 1.2224 0.542845 2.64361 0.72598 4.2914 0.868053 0.784518 0.533617 2.06729 0.518828 threshold=1.8333333333333337 2.7000000000000006 1.5000000000000002 4.700000000000002 2.5000000000000004 1.8100000000000005 1.9100000000000006 3.9000000000000004 -0.83333333333333315 575.00000000000011 1.0000000180025095e-35 2.5000000000000004 0.54500000000000015 0.33333333333333326 0.62500000000000033 -1.0000000180025095e-35 0.67500000000000016 2.7000000000000006 1.0000000180025095e-35 5.3000000000000016 1.5000000000000004 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=12 2 4 8 7 -6 -7 10 -4 -10 -2 -9 13 -1 15 -14 17 -16 19 -18 -20 right_child=1 -3 3 -5 5 6 -8 11 9 -11 -12 -13 14 -15 16 -17 18 -19 20 -21 -22 leaf_value=0.0046600101435004268 -0.0029899514338078627 -0.01156958405784847 0.015640509389790492 -0.013932931721154434 0.015953505128878047 -0.0029695288051621456 0.016032258109103179 -0.0076435020295436591 -0.00039539616275646868 0.013402783521197833 0.016390741135783045 0.0015409123291880947 0.030080064692744324 -0.025067511717634976 0.0014352743783898169 -0.012386523057636236 -0.018753974832843721 -0.017498796326154305 3.2748377294159888e-06 0.011083244855643808 0.0014444266215690828 leaf_weight=7.1792421005666238 9.5265327617526037 7.5750614404678336 10.647383838891981 7.5676247738301745 7.7190780043601981 37.709752082824707 7.5034137368202201 72.668842021375895 39.799800164997578 9.5910453088581544 6.4695407897233954 15.8950814679265 4.2672026436775923 4.3077580081298947 3.3316481001675111 4.2994897775351983 5.4563880264759046 4.8172018229961395 7280.1291475575417 3.3873111829161644 231.99019900709391 leaf_count=35 36 23 35 31 23 118 27 237 140 37 23 51 22 24 19 26 29 28 25248 26 779 internal_value=-2.62975e-06 -0.00101288 -0.000657627 0.00257228 -0.00204411 0.00248361 0.000183939 -0.00433622 0.00465271 0.00228403 0.00484848 -0.00599512 2.85073e-05 -0.00648815 3.84384e-05 0.00876674 2.85072e-05 -0.00975762 3.91103e-05 -0.00732573 4.77807e-05 internal_weight=7781.84 232.673 225.098 67.6059 157.492 52.9322 45.2132 104.56 60.0382 49.3908 15.9961 88.5639 7549.17 11.487 7537.68 8.56669 7529.11 8.14885 7520.96 8.8437 7512.12 internal_count=27017 781 758 243 515 168 145 347 212 177 59 288 26236 59 26177 48 26129 47 26082 55 26027 is_linear=0 shrinkage=0.03 Tree=1233 num_leaves=17 num_cat=0 split_feature=13 6 11 9 12 5 10 3 4 9 9 12 10 12 8 4 split_gain=0.266391 0.33215 1.49716 0.320702 2.03428 2.30074 3.7066 1.88542 1.6161 1.56989 0.54426 2.14909 1.75795 0.40476 2.5331 1.14951 threshold=6.1000000000000005 3.5000000000000004 1.0000000180025095e-35 2.1000000000000005 1.9000000000000001 0.98000000000000043 -0.33333333333333331 1.1000000000000003 1.4750000000000008 1.7000000000000004 2.3000000000000003 1.7000000000000004 0.33333333333333326 1.9000000000000001 7.1000000000000005 0.93000000000000027 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 -1 8 -6 -9 11 -5 -13 14 -12 -15 right_child=-2 2 -4 10 7 -7 -8 9 -10 -11 13 12 -14 15 -16 -17 leaf_value=0.017824277914816736 0.0054424267863630461 -0.016534544340095238 0.0040555140808388795 -0.015713168195514486 0.022976274136023735 -0.019031344478901369 -0.012559568257440708 -0.0067904715262249848 0.0045926057949231885 0.0064653684842002112 0.00066842697824175796 0.0043278630509279662 -0.0078759061230480789 -0.0020355291053095245 -0.0047013890379084475 -2.0868814747912682e-05 leaf_weight=6.6714420616626748 8.088128522038458 5.578080937266348 7.3876571655273438 9.8139046877622587 8.2204385697841662 7.5618101656436911 7.8836815655231485 13.436032995581625 9.0328194797039014 20.024147525429726 1664.9118647873402 28.436948508024216 16.958610445261002 264.84036010503769 83.005295664072037 6783.3697406221181 leaf_count=20 25 22 25 28 25 22 22 42 31 61 4739 86 50 870 235 20714 internal_value=4.02562e-07 -4.52248e-06 -0.00480268 2.44866e-06 0.00198506 -0.00560717 0.00136708 0.00529614 0.0133516 0.00114245 -1.38646e-05 -0.0029832 -0.00023115 4.77263e-06 0.000413425 -9.65708e-05 internal_weight=8945.22 8937.13 12.9657 8924.17 72.8304 22.1169 14.5551 50.7134 17.2533 33.4602 8851.34 55.2095 45.3956 8796.13 1747.92 7048.21 internal_count=27017 26992 47 26945 223 64 42 159 56 103 26722 164 136 26558 4974 21584 is_linear=0 shrinkage=0.03 Tree=1234 num_leaves=31 num_cat=0 split_feature=5 12 12 3 4 3 4 10 7 0 12 11 8 4 4 10 5 11 10 9 13 4 6 5 11 13 4 8 13 6 split_gain=0.239626 3.18835 2.32457 2.95825 3.91194 3.17486 2.59523 2.19292 2.00548 2.35283 2.94171 1.98621 1.92501 3.0413 1.8514 1.84995 3.83487 2.52354 1.61232 1.50524 1.39995 1.32208 1.40145 1.25216 3.83503 5.97451 4.19952 4.27487 2.93514 5.88456 threshold=2.2750000000000008 3.5000000000000004 3.9000000000000008 2.3000000000000003 1.3550000000000006 2.5000000000000004 1.4150000000000007 0.33333333333333326 1.1000000000000003 350.00000000000006 4.9000000000000012 1.0000000180025095e-35 5.3000000000000016 1.5450000000000006 1.8550000000000004 1.0000000180025095e-35 2.3850000000000011 -0.33333333333333309 0.83333333333333337 5.5000000000000009 2.3000000000000007 1.6000000000000008 1.9000000000000001 2.1550000000000011 -0.33333333333333309 3.3000000000000007 1.1450000000000007 4.3000000000000016 1.9000000000000001 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 14 3 6 5 -5 -3 -8 12 18 -11 -6 19 -14 15 21 20 -18 -10 -4 -17 22 -2 -1 25 26 -25 -28 -26 -30 right_child=1 2 8 4 11 -7 7 -9 9 10 -12 -13 13 -15 -16 16 17 -19 -20 -21 -22 -23 -24 24 28 -27 27 -29 29 -31 leaf_value=-2.8806914684606311e-05 -0.0061121063277422231 0.015840031458078187 0.008414509167976477 0.021932803307166838 0.011213472287031947 -0.0076604152213058906 -0.019729723052508304 0.0053049209412284418 -0.0033422486807337167 -0.017019744732737752 0.0017413080110743045 0.033386640991675952 0.022228599030609281 0.0024226698133560658 0.0087060640680376479 -0.0014179997047748406 -0.0069406515872175141 0.016406438312031271 0.018211011022826042 -0.0046443269861590293 -0.021647340128287864 -0.024334799737548214 -0.02015181359424385 0.02491487409329492 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0.0018827 0.00666861 -0.00579725 -0.0071954 -0.00154082 0.00755181 0.00483133 -0.00206896 -0.013895 -0.0111241 -0.00908735 3.52549e-05 0.00248966 0.00813224 0.00410872 0.000889715 -0.000865514 0.00190247 internal_weight=7434.52 267.209 185.037 47.7231 29.6644 14.866 18.0587 13.0689 137.314 45.7069 32.438 14.7984 91.6074 41.4304 82.1718 74.9468 30.7247 17.6986 13.2689 50.177 13.0261 44.2221 38.3149 7167.31 182.313 67.9829 56.4325 48.8714 114.33 85.8592 internal_count=27017 1165 790 188 119 63 69 50 602 196 139 56 406 169 375 349 129 74 57 237 55 220 190 25852 676 245 207 178 431 320 is_linear=0 shrinkage=0.03 Tree=1235 num_leaves=31 num_cat=0 split_feature=4 8 4 8 12 6 7 8 4 4 12 0 0 13 8 10 4 12 5 0 2 11 5 4 9 12 6 3 9 13 split_gain=0.268621 1.90974 1.61252 1.58995 2.92075 2.45107 3.51659 2.06757 1.81696 3.32734 1.81313 1.49249 1.76206 1.41015 3.79522 3.29763 2.95114 3.58033 2.77894 2.41055 1.62375 1.90218 1.50598 2.95 2.73113 1.81436 1.3882 3.42719 1.70241 1.38667 threshold=1.3350000000000006 7.7000000000000002 1.2250000000000005 6.9000000000000012 1.7000000000000004 0.90000000000000013 1.7000000000000004 6.3000000000000016 1.2350000000000005 1.1750000000000005 2.9000000000000008 725.00000000000011 925.00000000000011 3.9000000000000008 3.5000000000000004 -0.49999999999999994 1.3450000000000006 1.7000000000000004 1.0250000000000006 525.00000000000011 0.3000000000000001 1.0000000180025095e-35 0.82000000000000028 1.6750000000000003 4.1000000000000005 2.5000000000000004 0.70000000000000007 1.3 3.5000000000000004 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 7 -5 -6 -7 11 9 -9 -10 29 -13 20 15 -15 -16 18 -18 -19 21 -2 23 25 -25 -22 27 -24 -28 -1 right_child=13 2 -4 4 5 6 -8 8 10 -11 -12 12 -14 14 16 -17 17 19 -20 -21 22 -23 26 24 -26 -27 28 -29 -30 -31 leaf_value=0.0026356689352501606 -0.00085639436609417647 -0.0017967551041705629 -0.020900795889140969 0.018429563339581147 0.016794458775121614 -0.008981485944485992 0.015132659238718916 -0.0060943083328437531 -0.0056817222919872956 0.0086927617564778684 -0.020251460374009243 -0.017022665738283118 0.0037094077405686043 0.0059662730737845603 0.019472744319567831 -0.013483371143893964 0.027715904215217583 0.0030825114969169304 0.006356503584162689 -0.0036270610570011534 -0.015394473468159024 0.01858662001665146 -0.0044664450827839736 0.013061294787564374 -0.013095838161357825 0.0023313553206895975 -0.0017800171837196416 0.0006405269374343208 0.00045553547976977384 -0.00019322064562542199 leaf_weight=164.11283542215824 8.9731574207544345 8.6967309415340441 7.3263188600540152 11.54566530883312 7.1489497721195212 21.370292097330097 7.3026942759752265 40.933247685432434 31.129109553992748 20.581636279821396 10.208028078079222 9.904311574995516 5.8800379186868659 11.563809290528296 9.5634790360927564 24.399261713027954 8.2389129772782344 212.76340912654996 16.383180752396584 62.303123248741031 22.177563652396206 9.1429789960384351 202.27622935641557 11.183939390815796 5.2927068620920172 6.7875811830162993 340.66285840235651 284.74681587703526 3063.8461210746318 3135.0440860465169 leaf_count=497 27 28 25 37 24 67 24 129 111 66 32 41 26 38 31 83 32 780 57 253 108 28 1165 75 38 39 1453 1192 10774 9737 internal_value=-2.72616e-06 -0.000198631 -0.0105318 -0.00015085 0.00530777 0.00107853 -0.00283988 -0.000226502 -0.0044155 -0.00114685 -0.00927966 -9.6531e-05 -0.00929949 0.000155863 0.00199468 -0.0072294 0.00306735 0.00254383 0.0135037 0.00156278 -4.63545e-06 0.00895624 -4.58693e-05 -0.00547565 0.00465898 -0.0112407 1.75348e-05 -0.00148056 0.000231841 -5.25007e-05 internal_weight=7781.49 3481.18 16.023 3465.16 47.3676 35.8219 28.673 3417.79 102.852 61.5149 41.3371 3314.94 15.7843 4300.31 345.215 35.9631 309.252 299.689 24.6221 275.067 3955.09 18.1161 3936.97 45.4418 16.4766 28.9651 3891.53 487.023 3404.51 3299.16 internal_count=27017 10844 53 10791 152 115 91 10639 338 195 143 10301 67 16173 1274 121 1153 1122 89 1033 14899 55 14844 260 113 147 14584 2357 12227 10234 is_linear=0 shrinkage=0.03 Tree=1236 num_leaves=24 num_cat=0 split_feature=5 10 4 5 4 13 8 10 8 3 5 7 10 9 6 4 11 5 10 12 11 5 12 split_gain=0.264985 2.31336 1.68226 2.33626 1.55703 3.13007 1.90001 3.17202 2.57697 1.37703 1.05108 2.14103 1.66911 3.68517 2.76241 0.902961 0.749886 0.675467 0.674113 0.88147 1.82182 0.737411 0.00334926 threshold=2.1250000000000009 -2.1666666666666656 0.88500000000000023 2.3150000000000008 0.97000000000000031 2.9000000000000008 2.9000000000000004 0.33333333333333326 3.1000000000000005 3.5000000000000004 2.0250000000000008 0.50000000000000011 -0.49999999999999994 7.7000000000000002 2.1000000000000005 1.5950000000000004 0.50000000000000022 2.055000000000001 -3.1666666666666661 5.700000000000002 0.33333333333333326 1.9900000000000002 3.1000000000000005 decision_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 16 3 -3 5 22 7 -6 -8 10 18 15 14 -14 -13 17 -2 -12 -1 21 -21 -20 -4 right_child=1 2 4 -5 6 -7 8 -9 -10 -11 11 12 13 -15 -16 -17 -18 -19 19 20 -22 -23 -24 leaf_value=-0.0088343951655453952 0.0060946088093132324 0.02134413766876983 -0.024321624056052343 -0.0027582416780071676 -0.0017063241124841714 0.0095657405639033039 -0.017162585131888067 0.022386007919205763 0.00021077016651199816 0.013128924883398282 -0.0071610179424117957 -0.0088619025429371688 -0.001242547375102207 0.014646023156766623 0.012022205953449785 -0.0041861730063628639 0.021183099342350339 -0.023281392489245947 -3.0988096578687466e-05 0.02034824853722092 -0.0026424420889188658 0.0028378059286578504 -0.022988173209506833 leaf_weight=7.7640078589320174 5.8376065939664823 7.961745008826254 3.463983938097952 6.6364256180822849 10.661664359271528 4.0868205912411213 7.8177638053894034 9.1302982792258245 448.96046354807913 7.1401948556303969 3.5465153902769107 41.748227834701538 121.2194883748889 14.735055282711981 6.6017033457756034 7.5817864015698424 6.0231503769755363 6.8727887943387032 8119.6515484750271 5.7644515596330148 6.7162089198827744 81.449445702135563 3.320113942027092 leaf_count=24 21 30 18 35 48 18 39 39 1760 27 19 144 422 54 23 31 19 41 23865 26 24 267 23 internal_value=1.83715e-07 0.000661553 0.000352174 0.010387 5.16442e-05 -0.0111747 0.000307726 0.00940779 -8.6575e-05 -4.01301e-05 -5.12927e-05 -0.00218756 -0.00122305 0.000479491 -0.00601038 -0.0120628 0.0137569 -0.0177944 1.27524e-06 9.62728e-06 0.00797628 -2.49659e-06 -0.023669 internal_weight=8944.69 513.9 502.039 14.5982 487.441 10.8709 476.57 19.792 456.778 8430.79 8423.65 202.306 184.304 135.955 48.3499 18.0011 11.8608 10.4193 8221.35 8213.58 12.4807 8201.1 6.7841 internal_count=27017 2050 2010 65 1945 59 1886 87 1799 24967 24940 734 643 476 167 91 40 60 24206 24182 50 24132 41 is_linear=0 shrinkage=0.03 Tree=1237 num_leaves=31 num_cat=0 split_feature=4 3 12 7 10 9 0 5 8 9 0 0 13 5 5 13 4 2 5 0 6 9 4 9 5 11 5 5 0 5 split_gain=0.236507 2.63362 4.0562 3.04186 2.91615 4.54947 3.10733 2.47942 2.06742 4.14547 2.02906 3.51873 3.2494 2.59999 3.37505 3.11857 1.28587 2.30404 3.90507 1.92297 4.82028 1.72071 1.53536 3.77672 3.07751 2.94433 3.54818 2.53714 1.89537 1.43046 threshold=2.0950000000000011 0.70000000000000007 2.9000000000000008 0.70000000000000007 0.33333333333333326 6.1000000000000005 575.00000000000011 0.8300000000000004 7.5000000000000009 4.7000000000000002 525.00000000000011 575.00000000000011 2.3000000000000007 1.0750000000000008 1.3250000000000008 2.5000000000000004 1.9400000000000006 0.90000000000000013 1.4850000000000008 200.00000000000003 0.70000000000000007 4.1000000000000005 1.8200000000000003 6.1000000000000005 1.5450000000000002 1.8333333333333337 2.1850000000000009 1.6600000000000006 525.00000000000011 2.3750000000000009 decision_type=2 2 2 2 2 2 2 2 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 7 3 -3 5 -5 -6 -2 -9 -10 13 -12 -13 15 -15 -4 22 18 -18 20 -19 -22 -1 25 28 26 -24 -26 -25 -21 right_child=1 2 10 4 6 -7 -8 8 9 -11 11 12 -14 14 -16 -17 17 19 -20 29 21 -23 23 24 27 -27 -28 -29 -30 -31 leaf_value=-6.0465741753832325e-05 0.019956416408983515 -0.011361541592249239 -0.0050624916994044819 -0.0015771551874951811 0.012557515491524828 0.025311257700873637 0.038835508916467046 -0.014932592681434469 -0.02208469021108856 0.025556072869397525 0.025946431029859201 0.0057434907926513885 -0.0033670934798679586 -0.013636717642102491 -0.0012360747343409077 0.029605530640366553 -0.0082633435069249649 0.024352616972841964 0.026731860254759491 -0.0028758904132944732 -0.016088817170161061 0.0014931970777155566 0.0034939144785646578 -0.0065044073922374311 0.012750315379393341 -0.014994626897019123 0.023775553099318888 -0.0028381801795243238 -0.02489050521073332 -0.013160439207337258 leaf_weight=6323.9588249437511 2.6549985557794598 5.8860319554805747 4.4203793630003911 21.460694834589962 13.21612758934498 7.6936609745025626 5.8392734304070464 21.326924208551649 2.9762784056365481 3.6718455888330936 5.6279783099889746 80.653966255486012 62.564225785434246 23.029354065656662 138.84672791883349 4.9507899358868599 5.1533615440130216 8.0414432734251005 6.4764309227466583 251.44839026778936 5.8893689662218085 33.54079807549715 274.7717138081789 13.680831104516985 11.180038437247275 7.4861924126744261 7.9889329373836508 58.911975204944611 7.9950701519846907 12.790704913437365 leaf_count=22277 17 23 22 102 47 27 23 137 26 27 20 394 339 128 596 26 21 29 22 1034 23 121 1078 52 39 28 27 221 38 53 internal_value=2.61308e-06 0.000707719 0.00140002 0.00899789 0.0114836 0.00551854 0.0206101 -0.00774972 -0.0103792 0.00422792 0.00011598 0.00267794 0.00176357 -0.00211085 -0.00300026 0.0132526 -3.79941e-05 -0.00188583 0.0112249 -0.00237499 0.00318422 -0.00113289 5.11028e-05 0.00189803 -0.00340686 0.00357529 0.00406694 -0.000351735 -0.013286 -0.00337372 internal_weight=7434.13 404.819 374.189 54.0958 48.2098 29.1544 19.0554 30.63 27.975 6.64812 320.093 148.846 143.218 171.247 161.876 9.37117 7029.31 323.34 11.6298 311.711 47.4716 39.4302 6705.97 382.015 91.7679 290.247 282.761 70.092 21.6759 264.239 internal_count=27017 1954 1747 222 199 129 70 207 190 53 1525 753 733 772 724 48 25063 1303 43 1260 173 144 23760 1483 350 1133 1105 260 90 1087 is_linear=0 shrinkage=0.03 Tree=1238 num_leaves=31 num_cat=0 split_feature=0 10 6 4 10 0 9 6 6 5 5 13 3 4 11 2 6 4 10 4 9 0 9 2 4 9 9 8 9 3 split_gain=0.268266 1.3115 3.14869 2.65664 2.40418 6.61484 2.26341 2.14649 1.97277 4.49017 5.19378 3.65162 3.10961 2.84011 1.78362 1.07757 1.96753 1.14904 2.36023 2.93004 2.44607 2.3034 3.09858 2.04776 1.79435 1.09891 4.03817 2.91193 0.958432 0.00795461 threshold=575.00000000000011 1.0000000180025095e-35 2.9000000000000004 0.75500000000000023 0.50000000000000022 725.00000000000011 7.7000000000000002 3.1000000000000005 1.1000000000000003 1.9400000000000006 1.4450000000000007 1.9000000000000001 2.9000000000000004 2.3450000000000011 0.33333333333333326 3.5000000000000004 1.3 2.2850000000000006 0.50000000000000022 2.305000000000001 6.7000000000000002 475.00000000000006 5.5000000000000009 2.1000000000000005 2.2550000000000012 6.7000000000000002 6.5000000000000009 1.9000000000000001 5.1000000000000005 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 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 7 3 -3 5 -5 -6 8 9 10 -2 14 -11 -13 -10 17 29 24 19 -19 -21 23 -23 -20 25 26 -1 -27 -26 -17 right_child=1 2 -4 4 6 -7 -8 -9 11 12 -12 13 -14 -15 -16 16 -18 18 21 20 -22 22 -24 -25 28 27 -28 -29 -30 -31 leaf_value=-8.3228816813754082e-05 -0.0011462833983146598 -0.023184205231093789 -0.01798709505498125 0.0080390256085548679 -5.2464987800064494e-05 -0.0087262393244412258 0.0086409341643250964 0.015913254850412589 -0.0070470817781133829 -0.0090919027869711018 0.0083871200645859994 -0.00086726103055206178 0.01290072253937747 -0.021701867190185856 -0.025066338989682049 -0.021480495341447116 0.0098418401728345394 0.030219893065685264 0.0073195965447713906 0.00085145104665713294 0.016617778105799064 -0.0092962918292534003 0.020096378020512787 -0.018863533418765739 -0.022622665189497047 -0.021610660082417545 0.0045200839322200367 -0.00093938363080194086 -0.0036770354169964941 -0.02390884151690064 leaf_weight=5385.5107549317181 104.35291313286871 3.786710560321807 7.3059209287166587 125.33669316768646 321.39672478847206 25.487977778539062 29.421623054891825 7.1876326650381079 12.907678678631784 45.570681042969227 101.41557735018432 457.43279219418764 6.6277577728033057 5.9653342999517909 8.0131085962057096 2.7523589283227912 2.5672431811690331 4.6252833269536486 3.6386978477239618 32.57149070687592 12.163545422255991 6.3849680870771408 6.528432447463274 10.292587414383886 4.7620269954204542 6.1774654090404502 177.1504987552762 856.45653831958771 4.8515113443136215 2.1722243130207062 leaf_count=18179 628 13 24 424 1395 173 104 21 42 170 449 1588 24 74 28 34 17 19 19 187 45 40 28 69 36 18 535 2599 21 14 internal_value=-2.70784e-06 0.000397609 0.00156676 0.00184941 0.00203838 0.00520585 0.000676613 -0.000402242 -0.000560226 0.0015589 0.00355237 -0.00168896 -0.00629945 -0.00113547 -0.0139488 -8.02218e-05 -0.0114513 -6.71381e-05 0.00359504 0.0074886 0.00513835 -0.00356419 0.00556332 -0.0120248 -0.000110507 -9.11297e-05 6.33699e-05 -0.00108741 -0.0130617 -0.0225516 internal_weight=7780.81 1262.21 512.736 505.43 501.643 150.825 350.818 749.473 742.286 257.967 205.768 484.319 52.1984 463.398 20.9208 6518.61 7.49183 6511.11 76.205 49.3603 44.735 26.8447 12.9134 13.9313 6434.91 6425.3 5562.66 862.634 9.61354 4.92458 internal_count=27017 5157 2133 2109 2096 597 1499 3024 3003 1271 1077 1732 194 1662 70 21860 65 21795 407 251 232 156 68 88 21388 21331 18714 2617 57 48 is_linear=0 shrinkage=0.03 Tree=1239 num_leaves=16 num_cat=0 split_feature=4 5 4 7 8 2 4 11 11 13 9 0 5 2 5 split_gain=0.265188 0.751171 0.412893 0.308405 2.52585 2.89775 3.78684 1.19824 1.25989 0.658806 3.31974 2.9381 0.771374 2.61103 0.749793 threshold=2.975000000000001 1.7250000000000003 2.8750000000000004 2.7000000000000006 3.3000000000000003 0.50000000000000011 1.0550000000000004 0.50000000000000022 -1.0000000180025095e-35 4.5000000000000009 2.7000000000000006 200.00000000000003 0.74500000000000033 2.1000000000000005 0.8500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 9 7 -6 -7 8 -5 12 -11 -12 13 -1 -14 right_child=1 -3 -4 4 5 6 -8 -9 -10 10 11 -13 14 -15 -16 leaf_value=0.0013461824872558626 0.0029175466625427603 -0.010968820810435051 0.0075017520520575748 0.0071919945302254644 0.014364644655646422 -0.016883367466869279 0.00011925572206385305 -0.0011369982135269506 0.022205237426266164 0.013043317126853839 -0.019296822885345132 -0.0019714119511773406 -0.0020815412594718933 0.021338527739162338 2.3133291315014626e-05 leaf_weight=73.253436170518398 6.916453652083872 7.1099551022052765 6.6103439778089514 12.842442691326145 11.513676375150679 12.784465581178663 151.45275914669037 7.1490619182586661 8.2704119682312012 12.580626860260962 9.328008368611334 158.4254215285182 155.18688126653433 6.3923798426985732 8304.467604085803 leaf_count=225 28 23 29 36 32 36 454 21 23 36 29 481 455 28 25081 internal_value=3.50669e-07 -0.00412142 6.82458e-06 1.27258e-06 0.00115428 -0.000184314 -0.00120425 0.00947851 0.013073 -2.57042e-05 -0.00182012 -0.0029348 1.21905e-05 0.00295077 -1.54756e-05 internal_weight=8944.28 14.0264 8930.26 8923.65 204.013 175.751 164.237 28.2619 21.1129 8719.63 180.334 167.753 8539.3 79.6458 8459.65 internal_count=27017 51 26966 26937 602 522 490 80 59 26335 546 510 25789 253 25536 is_linear=0 shrinkage=0.03 Tree=1240 num_leaves=31 num_cat=0 split_feature=8 9 3 7 13 6 4 12 5 5 6 11 9 13 5 0 8 5 5 11 13 6 2 9 10 5 11 5 7 5 split_gain=0.238199 1.31462 3.95931 5.18326 3.60994 2.43562 1.89054 1.12734 1.77528 3.04466 1.3845 4.024 2.73255 2.45012 7.10504 1.52731 0.909111 2.88352 2.12679 3.22324 3.62641 2.33144 4.13737 2.93792 2.13456 1.94477 3.35107 2.44854 0.878198 2.80023 threshold=6.3000000000000016 3.1000000000000005 2.1000000000000005 1.1000000000000003 2.3000000000000007 1.1000000000000003 1.9650000000000001 1.3000000000000003 1.3450000000000006 0.9650000000000003 2.3000000000000003 0.83333333333333337 6.1000000000000005 3.3000000000000007 1.0350000000000008 350.00000000000006 5.9000000000000012 0.94500000000000017 1.1450000000000007 -0.33333333333333331 2.9000000000000008 1.9000000000000001 2.1000000000000005 3.3000000000000003 -1.0000000180025095e-35 0.90500000000000014 0.33333333333333326 0.79500000000000004 1.5000000000000002 1.2350000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 2 3 5 -5 -2 -6 8 9 -3 13 12 -12 15 -15 -9 28 25 19 20 -19 23 -23 -20 -21 26 27 -18 -1 -30 right_child=1 7 -4 4 6 -7 -8 10 -10 -11 11 -13 -14 14 -16 -17 17 18 21 24 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00024627989064915612 -0.00082367610892358301 0.0047715658693715263 0.031404280923387692 0.022482846885369362 0.0058142513749928947 -0.02689047984568332 -0.0092359025277453186 -0.0025824771318557777 0.0041353326661527452 -0.022623289057277576 -0.015711162457270215 0.013316116571707903 0.0019969457107223932 0.025472618900398088 0.001298849829286623 0.00011687134249753283 0.026141417020340119 -0.0058518535215995758 0.013812587408962485 -0.019458378543225217 0.017460853774509639 -0.0063550932610243367 0.020608332384724839 0.0018049373912881908 -0.0040888261013417001 0.02387013134488046 -0.014697536669863127 0.00076044640336998055 -0.0020961834155106625 0.00022842961694229225 leaf_weight=3726.8893901798874 5.8750992864370328 5.6512062475085285 4.3238036707043639 9.749277785420416 31.020118210464716 7.1550057381391525 9.9121555313467962 303.07773711904883 8.3603336662054044 10.317283213138579 24.441921882331371 8.1499071493744832 11.548198968172072 12.051066197454928 118.96601649746299 499.64862007461488 6.9264593869447761 14.921591468155386 19.421127017587423 14.342298947274683 10.049965679645537 55.617233090102673 5.6412286534905425 329.01746232435107 18.783458769321442 7.5089883655309668 5.1934275925159445 6.7589861750602722 686.05865324661136 1456.4598526954651 leaf_count=13081 27 22 15 42 119 27 55 1204 30 42 93 32 45 48 502 2204 24 61 69 60 37 195 22 1212 72 28 22 28 2517 5082 internal_value=2.44973e-06 -0.000411639 0.00362381 0.00173849 0.00607721 -0.0151373 0.00216971 -0.000685587 -0.00706458 -0.0129283 -0.000526883 -0.00571873 -0.0100291 -0.000281454 0.00352237 -0.000902296 7.20924e-05 0.00130785 0.000763578 -0.0046081 0.0035305 0.00152531 -0.00387206 0.00247421 -0.0107433 0.0109564 0.00582009 0.0136062 -3.19535e-05 -0.000515938 internal_weight=7433.84 1070.25 68.0355 63.7117 50.6816 13.0301 40.9323 1002.21 24.3288 15.9685 977.883 44.14 35.9901 933.743 131.017 802.726 6363.59 494.182 467.794 58.0973 24.9716 409.697 61.2585 348.439 33.1258 26.3879 18.8789 13.6854 5869.41 2142.52 internal_count=27017 4507 285 270 216 54 174 4222 94 64 4128 170 138 3958 550 3408 22510 1830 1728 230 98 1498 217 1281 132 102 74 52 20680 7599 is_linear=0 shrinkage=0.03 Tree=1241 num_leaves=11 num_cat=0 split_feature=5 5 11 0 5 4 5 11 10 5 split_gain=0.267399 0.305879 1.99371 1.95124 0.722817 1.46571 0.493961 0.412856 1.55978 0.466681 threshold=3.2350000000000008 2.9150000000000005 -0.83333333333333315 475.00000000000006 2.8350000000000004 1.4950000000000008 2.7950000000000004 -2.8333333333333326 -0.49999999999999994 2.725000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 6 -6 7 8 -1 -9 right_child=-2 2 3 -5 5 -7 -8 9 -10 -11 leaf_value=0.016015021766008823 -0.0062578221469259104 -0.012428214432295382 0.020700787396407148 -0.0032860411683144036 0.0057639074097020435 -0.015765597675604471 0.0076390956814373911 -3.9027389983270404e-06 -0.0014696852100717407 -0.0052878774265489436 leaf_weight=6.7969815954566029 6.1460087001323691 4.8004421591758755 7.0612778738141042 5.3758101984858513 4.6635321602225286 7.3018753677606583 7.6200889684259883 7701.4719810858369 14.153693601489065 15.072687238454817 leaf_count=23 21 16 29 21 20 24 27 26738 47 51 internal_value=-2.74371e-06 2.20126e-06 0.00399407 0.0103327 -6.66935e-06 -0.00737445 4.71311e-06 -2.80543e-06 0.00420284 -1.42239e-05 internal_weight=7780.46 7774.32 17.2375 12.4371 7757.08 11.9654 7745.12 7737.5 20.9507 7716.54 internal_count=27017 26996 66 50 26930 44 26886 26859 70 26789 is_linear=0 shrinkage=0.03 Tree=1242 num_leaves=31 num_cat=0 split_feature=5 5 13 0 13 8 2 3 10 2 5 11 9 5 6 6 10 8 10 12 5 5 10 8 11 4 7 5 5 4 split_gain=0.268304 2.47549 4.35426 2.25764 1.96032 4.56242 2.0011 1.50296 3.08621 3.07706 3.60866 1.76694 3.70775 4.54357 4.22431 2.0379 3.49989 2.61577 1.64769 1.47197 2.35466 4.2572 3.99368 2.91849 4.65956 4.41339 2.71947 3.59578 3.40988 2.58205 threshold=1.2550000000000006 1.2050000000000007 4.3000000000000016 725.00000000000011 1.5000000000000002 4.1000000000000005 0.70000000000000007 1.7000000000000004 1.1666666666666672 1.5000000000000002 1.0550000000000006 -0.83333333333333315 3.5000000000000004 0.92500000000000027 1.5000000000000002 1.3 -0.33333333333333309 7.7000000000000002 -0.33333333333333331 2.1000000000000005 1.8300000000000005 1.8100000000000005 -1.0000000180025095e-35 3.7000000000000006 0.50000000000000022 1.445000000000001 2.1000000000000005 1.3050000000000006 1.3250000000000008 1.2150000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 -6 11 9 10 -9 12 13 -1 -14 16 -13 -17 -11 20 21 26 -23 24 -22 29 27 -2 -28 -25 right_child=19 2 -4 -5 6 -7 -8 8 -10 18 -12 15 14 -15 -16 17 -18 -19 -20 -21 23 22 -24 25 -26 -27 28 -29 -30 -31 leaf_value=-0.0064501582865586693 0.0061224781102948503 -0.015413889403493541 0.010859659416182943 0.0073503316415166105 0.00097834282760976142 0.013393834946389141 -0.0048160734100514109 0.01447523969775453 -0.012038888851340588 0.003874131302880209 -0.0045720065968704194 -0.0028077749533396475 -0.00071590940640609935 0.0081476776528232875 -0.0088510300122412715 0.0015742998315762891 0.0010512924952234069 -0.010239821556047439 0.02121855829724572 -0.00012483634810816604 0.01306845694336467 0.0023875749062513833 0.034254027699501845 -0.0063767682820341119 -0.018135309957091825 0.004987858604094066 -0.011280938712848146 0.00099603186793513205 -0.00016864688361937862 -0.020792933689976971 leaf_weight=28.685728438198566 142.85559044778347 6.9917131066322353 21.689719662070274 18.475029613822699 64.068031966686249 16.926168099045753 329.56759957969189 13.45918497443199 8.9556528031826002 7.264891222119334 26.732788145542145 381.21405254304409 145.75141935050488 57.966245517134666 94.820718958973885 920.30124609172344 475.12768664956093 17.181934267282486 15.334008306264876 5013.913437364623 17.777213200926784 7.3599749356508255 6.8188692480325681 30.181493982672691 5.6841057389974585 20.242029219865799 32.45736888051033 892.30392442643642 106.07366228103638 17.762344941496849 leaf_count=84 404 20 63 80 186 49 933 40 27 22 76 1143 430 168 269 2598 1418 52 48 15599 60 22 21 103 19 59 89 2580 295 60 internal_value=3.02773e-07 -0.000252889 -0.00225961 -0.00291221 -0.00336629 0.00497272 -0.00387298 0.000165989 0.00443641 0.00678623 0.00180639 2.15375e-05 -0.00200579 0.00331513 -0.00392234 0.000391357 -0.000666632 0.00135777 0.0156428 0.000106936 0.00101516 0.00137263 0.0177127 -0.00361811 0.00550854 -0.0067584 0.00117523 0.0017035 -0.00277222 -0.0117177 internal_weight=8943.94 2650.51 457.718 436.029 417.554 23.9179 393.636 2192.8 71.7465 62.7909 40.192 2121.05 327.224 86.652 240.572 1793.82 856.342 937.483 22.5989 6293.43 1279.52 1187.87 14.1788 91.6472 23.4613 68.1859 1173.69 1035.16 138.531 47.9438 internal_count=27017 7706 1331 1268 1188 69 1119 6375 213 186 116 6162 951 252 699 5211 2561 2650 70 19311 3712 3411 43 301 79 222 3368 2984 384 163 is_linear=0 shrinkage=0.03 Tree=1243 num_leaves=31 num_cat=0 split_feature=6 10 9 13 5 0 10 7 6 3 5 8 11 4 11 9 8 10 10 8 0 9 12 2 0 12 4 6 4 10 split_gain=0.24025 2.51843 3.81975 4.61044 6.66288 5.8987 5.7491 3.9733 2.26232 1.7157 2.98667 2.41799 2.52284 2.06747 4.3179 4.22527 2.94656 2.01708 1.75548 3.05248 1.60215 1.46065 2.45216 3.12859 3.04261 4.99959 2.22609 2.02789 1.5288 1.43057 threshold=1.7000000000000004 -1.1666666666666663 7.7000000000000002 3.1000000000000005 1.2750000000000006 475.00000000000006 -1.4999999999999996 1.1000000000000003 2.1000000000000005 1.1000000000000003 1.9400000000000006 2.3000000000000003 -1.1666666666666663 1.1650000000000007 -0.66666666666666663 5.7000000000000002 3.1000000000000005 -0.33333333333333331 1.8333333333333339 3.9000000000000004 725.00000000000011 8.1000000000000014 1.5000000000000002 0.90000000000000013 475.00000000000006 2.3000000000000007 1.0450000000000006 1.3 1.1350000000000007 -1.1666666666666663 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 3 4 -2 7 -7 -5 -6 10 11 17 -13 14 15 -11 -16 -3 20 -20 -15 29 -23 24 25 -24 -25 -28 -26 -1 right_child=1 9 -4 5 8 6 -8 -9 -10 13 -12 12 -14 18 16 -17 -18 -19 19 -21 -22 22 23 26 28 -27 27 -29 -30 -31 leaf_value=-0.0016237878411433804 0.03212515791656672 0.0014558315613541913 -0.015765199937728128 0.014656177428964247 0.0028887406309399321 -0.0010250603042242657 0.014833527859849011 -0.0083325925275819675 0.02062411745366487 -0.01318184001335799 0.016098034485398646 0.0074134345859713539 0.00062514151591280159 0.00048173353548748799 0.0046556748782694609 0.00077771814415526417 -0.0026264704945440209 -0.016723148058295098 0.01259467505153976 -0.013413901064777937 -0.0085810027806256933 0.021668924753724221 -0.016114021527639272 0.020787923246333623 -0.0050566396113602965 0.023245401811217134 0.00034529504323067427 0.0092025796884785804 -0.025213987250609658 -1.5536122999546893e-05 leaf_weight=558.08103559724987 11.433471634984015 9.6719653606414813 8.9373651295900327 7.727486476302146 33.82559797167778 41.851274561136961 40.467045769095421 54.409383483231068 8.0050808042287809 57.941529162228107 11.727735519409178 53.391741305589676 638.75652949884534 793.59264410287142 66.865746445953846 29.424181081354618 198.3536399230361 12.714341282844542 5.1538905799388912 19.157185189425945 17.953201226890087 5.9753134399652472 5.7127335667610186 6.8133148401975623 5.7730050459504119 5.9087901040911674 74.554956074804068 33.815872181206942 8.1908482164144498 4607.3756148703396 leaf_count=2140 39 33 39 27 121 153 139 193 27 203 43 183 2190 2810 233 114 690 48 18 69 81 20 21 25 24 24 285 133 36 16856 internal_value=2.32966e-06 0.000272218 0.00341855 0.0042857 0.01183 0.00150395 0.0067709 -0.00547366 0.00628274 -6.73705e-05 0.0010814 0.00083493 0.00114878 -0.000769389 -0.00269596 -0.00848036 -0.000790533 -0.00886895 4.32882e-05 -0.00790014 0.000281246 -0.000105447 0.00284597 0.00204698 -0.00744249 0.00389769 0.00415484 0.00310911 -0.0168804 -0.000189293 internal_weight=7433.56 2121.36 206.657 197.719 53.2642 144.455 82.3183 62.1369 41.8307 1914.7 726.262 714.535 692.148 1188.44 352.585 87.3657 265.219 22.3863 835.857 24.3111 811.546 5312.2 146.745 140.77 25.5854 11.6215 115.184 108.371 13.9639 5165.46 internal_count=27017 7453 738 699 187 512 292 220 148 6715 2497 2454 2373 4218 1240 317 923 81 2978 87 2891 19564 568 548 105 45 443 418 60 18996 is_linear=0 shrinkage=0.03 Tree=1244 num_leaves=31 num_cat=0 split_feature=9 11 5 11 9 10 8 7 8 10 2 5 13 4 6 4 4 8 4 8 7 6 9 13 10 3 4 4 5 11 split_gain=0.264669 2.92537 3.36383 2.06205 2.49639 2.59778 1.84707 1.8257 1.74578 1.5972 4.62349 2.57208 2.82581 2.55682 2.54355 2.48433 2.98019 2.12477 1.85861 2.63209 2.20347 1.22958 0.76957 4.84015 2.44114 3.09648 2.52691 1.97587 1.22994 0.932931 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 8.3000000000000025 -0.49999999999999994 6.1000000000000005 0.90000000000000013 5.1000000000000005 0.50000000000000022 0.90000000000000013 1.9500000000000004 2.7000000000000006 1.3550000000000006 1.5000000000000002 1.6600000000000006 1.5450000000000006 6.1000000000000005 1.3550000000000006 6.3000000000000016 1.5000000000000002 1.1000000000000003 7.1000000000000005 4.1000000000000005 1.5000000000000004 0.70000000000000007 1.3750000000000007 1.6400000000000006 1.6100000000000005 -1.8333333333333328 decision_type=2 2 2 2 2 2 2 2 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 9 -3 6 7 -6 8 -5 -4 11 -11 18 14 -14 -13 16 -12 -17 20 -20 -2 -8 29 24 25 26 -24 -27 -25 -1 right_child=1 2 3 4 5 -7 21 -9 -10 10 15 12 13 -15 -16 17 -18 -19 19 -21 -22 -23 23 28 -26 27 -28 -29 -30 -31 leaf_value=0.0022604040089468417 0.0011336608518259493 -0.011015207129958203 0.010883905756751671 0.021849998533687132 -0.012828923724199814 0.0031912284207056621 0.010701165520932081 0.0046082501944148526 0.027295038048415873 0.022156598260048749 -0.00067373623661517393 0.0012862439739477784 -0.016166428403181998 0.0018736342985673175 0.018122018987139301 -0.016754578056962142 0.021930853241916268 0.0035813775418930367 -0.019594595833871721 0.0020658242082545676 -0.015710989955041457 -0.006261532435477289 0.00019873859869319656 0.0054443513337464541 -0.012449293774277703 -0.0033465903017638409 0.019817253998990231 0.0014053130162061138 0.02232705598128696 -1.5935140776336527e-05 leaf_weight=165.96810350753367 26.311389684677124 11.621163144707678 25.228594437241554 7.8681872040033367 13.559419490396975 27.761046051979065 7.5687883943319303 18.577938936650753 7.5886138081550589 9.241606265306471 22.749271646142009 36.909797377884388 13.943924874067308 14.344841673970221 10.338624782860277 12.430718149989845 6.8237144052982321 7.3630592301487914 19.132903173565868 6.8591228798031798 9.5172618478536588 7.819254457950592 12.97129735350609 6.8293853998184195 18.685764048248529 279.22783549875021 10.852423146367071 109.68957195058465 9.0039942711591703 6843.5647390335798 leaf_count=539 75 38 77 25 44 83 26 57 24 28 69 115 41 43 37 43 20 30 62 24 29 24 39 20 67 820 39 395 26 24058 internal_value=-2.57388e-06 0.000837413 0.0043726 0.00591456 0.00254064 -0.00206583 0.0106576 0.00973797 0.0146788 -0.00146433 0.00268194 -0.00323348 0.000480363 -0.00701856 0.00497015 -0.000963779 0.00454208 -0.00918983 -0.00777133 -0.0138786 -0.00334083 0.00208177 -3.90219e-05 -0.00124554 -0.0018434 -0.00136325 0.00913556 -0.00200637 0.0150451 3.79628e-05 internal_weight=7780.35 323.559 127.593 115.972 67.7666 41.3205 48.2053 26.4461 32.8172 195.966 58.6084 137.358 75.5372 28.2888 47.2484 49.3668 29.573 19.7938 61.8207 25.992 35.8287 15.388 7456.79 447.26 431.427 412.741 23.8237 388.917 15.8334 7009.53 internal_count=27017 1014 398 360 209 127 151 82 101 616 190 426 236 84 152 162 89 73 190 86 104 50 26003 1406 1360 1293 78 1215 46 24597 is_linear=0 shrinkage=0.03 Tree=1245 num_leaves=31 num_cat=0 split_feature=11 8 5 5 2 7 13 12 7 6 3 3 13 5 5 8 10 5 8 2 9 5 10 6 13 8 13 9 13 9 split_gain=0.268675 2.18143 3.55503 4.13805 2.93543 3.38628 2.07495 1.94193 1.84776 1.56476 2.25397 2.46453 2.6066 2.29273 1.79709 1.52772 1.11532 0.998999 0.539116 3.22744 2.63209 2.41951 2.10758 2.0705 3.95978 2.85751 2.30469 3.48684 3.29925 2.05418 threshold=-1.4999999999999996 3.9000000000000004 1.5350000000000008 1.4650000000000007 0.90000000000000013 1.5000000000000002 2.7000000000000006 4.1000000000000005 1.3 0.50000000000000011 2.7000000000000006 2.1000000000000005 1.7000000000000004 1.5050000000000006 2.3950000000000009 3.5000000000000004 1.0000000180025095e-35 1.8250000000000002 4.1000000000000005 0.50000000000000011 8.5000000000000018 2.3550000000000009 2.5000000000000004 1.5000000000000002 2.9000000000000008 2.9000000000000004 3.7000000000000006 4.1000000000000005 3.3000000000000007 8.9000000000000021 decision_type=2 2 2 2 2 2 2 2 2 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 -6 8 17 16 11 12 -11 -13 -12 -10 -3 -4 19 23 22 -22 -21 24 25 -2 28 -28 -25 -20 right_child=18 9 7 -5 6 -7 -8 -9 15 10 14 13 -14 -15 -16 -17 -18 -19 29 20 21 -23 -24 26 -26 -27 27 -29 -30 -31 leaf_value=-0.017887239262074035 0.018012007192317655 0.016690251916012779 -0.0047378187241713735 0.028847842656770695 0.021301182595639963 0.010739405117272182 0.005261867008952671 0.014318691613012991 -0.017698791993429022 -0.010945949469492539 -0.021584695201607412 0.023215457476676547 -0.00048029653110108375 0.0033771725510472342 0.0014921005163429971 -0.00052146717066630798 -0.00011389474794793903 0.0078898846183303277 0.00016325437254073816 -0.00077876175190840847 0.014150644749178789 -0.0086451303561747694 -0.01702109151974214 0.0014027983374095747 0.020128974573252439 0.0011132971824980797 0.021570948008046292 0.00073701104926754966 -0.014049441785651279 -0.0061170027937577174 leaf_weight=8.0591254532337171 10.631749272346495 7.9112778007984144 10.432132661342623 8.6450069248676282 11.938527762889864 6.9057172089815131 18.519628390669823 6.1729635410010806 11.211073115468027 23.773683957755566 8.3203429952263814 6.3969900906085959 216.17824280261993 29.066334843635559 4.7830219697207204 7.9744488149881354 6.4553315490484238 12.270488925278185 6060.0815708786249 2218.1095820795745 18.905624762177471 5.3837625682353965 7.2133972942829123 40.928831942379475 16.293581455945969 58.887463711202145 9.8342311680316907 27.30061286687851 17.86348170787096 47.238692661747336 leaf_count=26 33 25 37 25 35 20 52 25 38 75 42 19 644 101 27 26 21 50 18147 6702 65 32 22 139 45 186 29 88 57 184 internal_value=8.28548e-08 0.000755064 0.00454665 0.00982374 0.00620303 -0.00467711 0.0115487 -0.00139 -0.00370495 -0.000523411 -0.00100458 -0.000426208 -0.0015172 0.00695567 -0.0131611 -0.010559 0.00913966 0.0020873 -3.57281e-05 -0.000413534 -0.000724203 0.00909794 -0.000831411 0.00343199 0.00681753 0.00369766 0.000403405 0.00625436 -0.00329222 0.000114678 internal_weight=8943.69 405.014 102.129 54.068 45.423 14.9648 30.4582 48.0611 41.8881 302.885 288.519 275.415 239.952 35.4633 13.1034 19.1855 14.3666 22.7026 8538.67 2431.35 2249.61 24.2894 2225.32 181.74 85.8128 69.5192 95.9272 37.1348 58.7923 6107.32 internal_count=27017 1288 334 158 133 46 87 176 151 954 908 839 719 120 69 64 46 87 25729 7398 6821 97 6724 577 264 219 313 117 196 18331 is_linear=0 shrinkage=0.03 Tree=1246 num_leaves=31 num_cat=0 split_feature=2 5 5 7 9 7 6 0 9 6 11 12 5 5 10 6 4 4 8 8 10 11 5 7 4 5 12 9 13 0 split_gain=0.239489 1.69672 1.87135 2.39265 1.7869 1.30696 2.35831 1.68164 3.02957 1.48902 1.25112 0.356519 1.95938 3.33087 3.63214 3.28842 2.71839 2.45707 1.97102 3.59812 5.31673 3.05866 2.46552 4.14137 2.71765 1.43124 1.10109 2.58526 4.1563 3.98597 threshold=0.3000000000000001 1.1150000000000009 1.9750000000000003 1.1000000000000003 4.5000000000000009 1.9000000000000001 1.3 475.00000000000006 4.3000000000000016 0.90000000000000013 0.33333333333333326 2.1000000000000005 1.1350000000000005 1.1150000000000009 -0.83333333333333315 1.9000000000000001 1.7650000000000006 1.5250000000000006 3.9000000000000004 3.7000000000000006 -0.49999999999999994 -1.1666666666666663 1.4350000000000007 2.7000000000000006 2.0350000000000006 0.87000000000000033 2.5000000000000004 4.5000000000000009 4.3000000000000016 525.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 -4 10 7 -7 8 -3 -9 -1 12 13 16 -15 -16 17 -2 19 21 -21 -14 23 -20 -24 -18 27 29 -29 -13 right_child=11 2 3 -5 -6 6 -8 9 -10 -11 -12 26 18 14 15 -17 25 -19 22 20 -22 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0047182842970239268 7.4891546841567035e-05 0.018302497895458677 -0.019998422871862983 0.0085670223537812895 -0.020905435340301631 -0.0038581165907651213 0.019085540599044958 -0.01495498101548642 0.0012734401552503831 0.00057034764275625406 -0.012200261934465979 0.00084224364286462428 -0.011251705678005293 -0.010746583753879123 0.0067750935756143386 0.025683165668364358 -0.019827216147344503 0.0060428447211138782 -0.0026284157274266942 0.018569644365709247 0.0013492454727170198 0.0001769253266425921 -0.0002396337945464431 -0.019325710390973718 0.019724097188230285 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0.000996512 0.00852269 0.0119922 0.000376398 0.000823461 -0.00101973 0.00076155 0.00663207 -0.00063798 -0.00176507 -0.00303864 8.45961e-05 -0.00884542 0.000106618 0.000845635 0.00193078 -0.000739468 internal_weight=7433.34 139.841 117.188 11.1481 22.6533 106.04 17.9706 88.069 43.8778 44.1912 17.0061 7293.5 1978.44 642.324 48.8952 41.4346 593.429 565.99 1336.12 394.149 75.8761 318.273 941.97 557.862 384.107 27.4386 5315.06 1352.7 802.986 549.716 internal_count=27017 485 402 54 83 348 56 292 142 150 61 26532 6860 2237 165 138 2072 1939 4623 1306 243 1063 3317 1979 1338 133 19672 4711 2815 1896 is_linear=0 shrinkage=0.03 Tree=1247 num_leaves=17 num_cat=0 split_feature=11 0 5 11 0 9 10 9 5 5 5 5 12 13 12 6 split_gain=0.265528 1.63491 0.506862 0.416184 1.32022 2.14016 2.33203 2.20262 1.40001 2.10323 2.05857 0.571044 2.36673 0.380211 3.17939 0.471477 threshold=3.1666666666666674 475.00000000000006 3.2250000000000001 2.1666666666666674 525.00000000000011 6.1000000000000005 0.33333333333333326 6.9000000000000012 1.7650000000000006 1.4650000000000007 2.2850000000000006 2.9150000000000005 4.3000000000000016 0.90000000000000013 2.5000000000000004 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 11 8 6 -6 -7 9 -5 -10 13 -13 14 -1 -15 right_child=1 -3 -4 4 5 7 -8 -9 10 -11 -12 12 -14 15 -16 -17 leaf_value=0.014128749267296788 -0.0056374138481739677 0.015182500838771172 -0.0083534519157521612 0.006841765020581746 -0.023581037317913101 0.015252461831778539 -0.0012895603081796879 -0.0089709819988686625 0.0084717030317559647 -0.010109474723910192 -0.0069646430274847571 0.020127006834389883 -0.0037656491339718534 -0.0007468002203026941 -0.0022239891031245389 6.8867227925857268e-05 leaf_weight=15.148396730422972 7.1968618333339673 6.424925372004509 6.5468060225248328 9.8483386635780352 9.921658888459211 6.0793870687484723 7.354735739529132 7.6040995419025421 27.847889438271523 19.896292261779308 10.787203498184679 6.2067089006304732 9.3558106869459134 702.84415066428483 36.443564381450415 6890.5000291019678 leaf_count=47 23 22 22 33 39 20 31 24 87 71 35 26 34 3106 137 23260 internal_value=-2.22463e-06 0.00418262 -9.5646e-06 -2.52505e-06 -0.00193185 -0.00707167 -0.0140913 0.00179116 0.000395278 -0.00449698 0.00416176 2.2494e-05 0.00576332 1.08076e-05 0.00257749 -6.6314e-06 internal_weight=7780.01 13.6218 7766.39 7759.84 99.3396 30.9599 17.2764 13.6835 68.3797 29.7446 38.6351 7660.5 15.5625 7644.94 51.592 7593.34 internal_count=27017 45 26972 26950 340 114 70 44 226 104 122 26610 60 26550 184 26366 is_linear=0 shrinkage=0.03 Tree=1248 num_leaves=31 num_cat=0 split_feature=5 12 12 4 4 7 12 0 9 7 13 8 9 3 4 5 5 11 10 8 7 12 5 12 13 5 3 5 5 10 split_gain=0.27428 2.29821 5.31133 3.91765 3.21499 3.82768 2.4297 2.67046 3.61185 2.86684 2.6207 2.44684 4.11778 3.54014 2.26871 1.92605 3.33974 1.67472 2.47955 2.46644 1.62595 1.58247 1.49 1.37118 2.30595 2.58907 4.00031 2.69261 2.31407 3.13294 threshold=1.7650000000000006 1.7000000000000004 1.5000000000000002 1.0150000000000006 1.3550000000000006 1.5000000000000002 2.1000000000000005 475.00000000000006 7.9000000000000012 2.3000000000000003 3.5000000000000004 3.9000000000000004 7.1000000000000005 1.3 1.1850000000000007 1.8450000000000004 1.8100000000000005 -1.8333333333333328 1.8333333333333339 4.7000000000000002 1.7000000000000004 5.5000000000000009 1.4850000000000008 4.3000000000000016 2.3000000000000007 1.6050000000000004 2.1000000000000005 1.5150000000000008 1.5650000000000006 0.83333333333333337 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 3 -2 5 -4 11 8 9 -8 -10 12 13 -3 -5 16 -13 19 -19 -9 -17 23 -23 -1 28 27 -27 -26 29 -25 right_child=1 6 4 14 -6 -7 7 17 10 -11 -12 15 -14 -15 -16 20 -18 18 -20 -21 -22 22 -24 24 25 26 -28 -29 -30 -31 leaf_value=-3.6637339880536071e-05 0.017592413494650103 -0.012131624875985814 -0.0015216553216373548 -0.02559985591673904 0.032062440638433366 0.027361937204982034 0.0030388826589462284 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45.202758230268955 11.646300196647646 20.01323302090168 15.02188730984926 33.605279356241226 13.432390742003916 leaf_count=20292 19 44 40 19 23 19 1943 62 247 57 24 66 22 26 34 111 34 3134 104 78 17 22 25 93 166 36 61 48 106 45 internal_value=-2.1859e-07 0.000333665 0.00676706 -0.00373072 0.0161353 0.00906227 0.000152521 0.000432136 0.00191029 0.00265344 -0.00475661 -0.00437777 0.00318054 -0.00295515 -0.0109448 -0.00728106 -0.00205773 -0.000567886 -0.000321282 -0.00687017 -0.0118583 -8.28915e-05 0.0112491 -0.000100425 -0.00280357 0.000360011 -0.00658555 0.00401123 -0.00677957 -0.0117023 internal_weight=8942.9 1774.88 48.6063 22.9212 25.685 17.7864 1726.27 1625.92 656.107 590.307 65.8 100.354 27.8501 21.7085 17.1269 72.5035 33.8619 969.809 933.289 36.5191 38.6417 7168.02 11.0738 7156.95 164.994 91.8842 31.6595 60.2246 73.1094 39.5041 internal_count=27017 6123 154 72 82 59 5969 5649 2271 2000 271 320 92 70 53 228 100 3378 3238 140 128 20894 47 20847 555 311 97 214 244 138 is_linear=0 shrinkage=0.03 Tree=1249 num_leaves=31 num_cat=0 split_feature=9 5 6 5 9 4 4 2 4 12 10 6 3 10 5 8 9 10 3 8 11 8 10 11 5 3 6 13 10 12 split_gain=0.243191 1.35588 1.48573 3.07514 1.65549 2.75732 4.35281 1.27387 1.6277 2.02398 1.78679 2.02757 1.97106 1.60103 1.4618 1.34475 1.14915 2.2242 6.32711 3.92217 2.92101 2.68167 6.15216 3.30504 1.14695 1.11566 3.78165 3.0436 3.02463 2.51842 threshold=5.3000000000000016 2.225000000000001 1.1000000000000003 2.3550000000000009 5.1000000000000005 1.6400000000000006 1.5050000000000006 3.5000000000000004 2.4450000000000007 3.1000000000000005 0.33333333333333326 0.70000000000000007 2.5000000000000004 2.8333333333333344 0.89000000000000024 8.1000000000000014 4.9000000000000012 -0.99999999999999978 0.70000000000000007 7.1000000000000005 -1.0000000180025095e-35 7.3000000000000016 -0.33333333333333331 -1.1666666666666663 0.8500000000000002 0.90000000000000013 0.50000000000000011 1.7000000000000004 -1.4999999999999996 1.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 3 -3 5 6 -4 8 13 -10 12 -12 -11 14 24 -16 25 18 20 -20 -18 23 -23 -19 -2 26 27 -1 -28 -27 right_child=7 2 4 -5 -6 -7 -8 -9 9 10 11 -13 -14 -15 15 -17 17 21 19 -21 -22 22 -24 -25 -26 29 28 -29 -30 -31 leaf_value=-0.00069845505255553008 -0.0029160199981579761 0.0078878882062993171 0.007846802052828809 -0.018737274490539316 0.022232646299145675 0.020896391911478688 -0.02209826696030414 -0.011468734855732826 0.020560784129204271 -0.010496888315073184 0.022855194898338187 0.0010237015412572104 0.014247376570403002 0.015360084359276974 -0.00015417663312280807 -0.0051728115154842588 -0.0018002166760754607 -0.0073532136435845484 0.0083309263366520975 -0.013518372144668904 -0.027048947731987915 -0.013073420112875088 0.018225142409315425 0.00062844753036129543 -0.019734604309730727 0.012341947824244035 -0.0062789380420378823 -0.016425614885896327 0.0014462943344841783 -0.00053807697410341031 leaf_weight=24.359897173941135 9.2628695368766767 9.8885732144117373 16.925266131758697 6.4510724805295458 6.3107101917266837 7.6830232590436927 5.8888409882783881 9.0167626179754716 6.9831610247492781 11.879532065242531 6.4008976817131034 9.5276534780859929 3.8318525105714789 5.8959503769874564 2821.1942319720984 48.884690329432487 9.5503641851246375 50.874884255230427 114.81978059560061 7.9032059200108042 7.2575682848691931 7.8512769266963032 20.180505439639091 567.73927402868867 6.0216222107410422 13.734868571162222 47.920137871056795 20.306482922285795 947.52868426777422 2600.8104798793793 leaf_count=103 42 34 64 27 23 26 21 79 32 61 29 53 15 21 10301 236 36 184 409 41 27 41 88 1999 28 45 193 100 3436 9223 internal_value=2.2531e-06 0.000141022 0.00490431 -0.00262402 0.00824627 0.00535209 0.000117297 -0.000209944 -0.000175295 0.00594262 0.00271628 0.0097967 -0.004462 -0.000257022 -0.000288934 -0.000239657 8.40157e-05 0.00112451 0.00455967 0.00692386 -0.0127025 0.000383285 0.00945889 -2.7965e-05 -0.00954203 -0.000139812 0.000691228 -0.00784843 0.00107441 -0.000470415 internal_weight=7432.88 4493.98 53.1475 16.3396 36.8078 30.4971 22.8141 2938.9 2929.88 38.6231 31.6399 15.9286 15.7114 2891.26 2885.36 2870.08 4440.84 786.177 139.531 122.723 16.8079 646.646 28.0318 618.614 15.2845 3654.66 1040.12 44.6664 995.449 2614.55 internal_count=27017 16120 195 61 134 111 85 10897 10818 190 158 82 76 10628 10607 10537 15925 2825 513 450 63 2312 129 2183 70 13100 3832 203 3629 9268 is_linear=0 shrinkage=0.03 Tree=1250 num_leaves=31 num_cat=0 split_feature=9 11 5 11 9 4 8 7 8 5 10 2 5 3 9 11 10 12 0 10 6 5 0 5 11 11 7 4 5 4 split_gain=0.262462 2.81122 3.22846 1.97212 2.39057 2.55888 1.79293 1.76557 1.67802 1.55331 2.18785 5.10084 2.83487 2.30715 1.79141 2.84539 2.34222 2.32702 1.92785 1.28467 1.18224 0.750805 3.20074 2.76046 1.80616 3.08673 2.46064 1.48111 0.970534 4.81596 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 8.3000000000000025 1.7850000000000004 6.1000000000000005 0.90000000000000013 5.1000000000000005 1.8750000000000002 0.50000000000000022 1.1000000000000003 1.8250000000000002 1.3 9.1000000000000014 -0.33333333333333331 1.0000000180025095e-35 3.9000000000000008 200.00000000000003 -0.83333333333333315 1.1000000000000003 2.1050000000000009 925.00000000000011 2.1150000000000007 -0.83333333333333315 -0.33333333333333309 1.5000000000000002 1.3450000000000006 2.0750000000000011 1.2550000000000006 decision_type=2 2 2 2 2 2 2 2 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 9 -3 6 7 -6 8 -5 -4 10 12 -12 19 -13 17 16 -16 18 -11 -2 -8 28 23 27 26 -26 -25 -23 -1 -30 right_child=1 2 3 4 5 -7 20 -9 -10 14 11 13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31 leaf_value=1.2734562332057667e-05 0.0028105573439170814 -0.01081286871132651 0.010697737027679758 0.021500158705386154 -0.0071672210398160347 0.0087849517407729838 0.010436888839478726 0.0045212876810522594 0.026804901555456354 -0.0067730296197451648 0.024630100813124847 -0.018169555382717615 -0.026687019740971884 0.0060027996013568138 -0.019411257463348777 0.006267967493643084 0.0003751966485546766 -0.0044406786953430652 0.0083163696948082167 -0.0086607983147116568 -0.0061865584740716214 -0.022289212351785416 -0.020643420109843186 0.0054273909710023738 -0.0064864045591633687 -6.1502636190456234e-06 -0.0074987464016177258 -0.0054687391524088731 0.017783184001288026 -0.0011929058279332775 leaf_weight=6845.4799050409347 12.038494914770125 11.564299240708349 25.198313690721989 7.8368340283632305 27.923119902610779 13.389847226440905 7.594879135489462 18.580495536327362 7.5697273463010779 8.9146817922592145 6.7866529077291515 7.6607935503125173 6.558477170765399 6.6285864114761353 13.504557013511659 12.648081898689268 8.954657778143881 27.012597598135471 52.481894217431545 32.523402288556099 7.8097749203443527 7.5045153498649624 7.4446517303585997 80.34958852827549 81.97587625682354 342.75753642618656 15.872458405792711 12.65892633795738 16.30504110455513 45.981770135462284 leaf_count=24104 38 38 77 25 84 43 26 57 24 25 20 28 21 23 42 40 28 89 161 101 24 21 41 253 251 1052 55 39 46 141 internal_value=-1.90143e-06 0.000835085 0.00430211 0.00581021 0.00250994 -0.001997 0.0104504 0.00955816 0.0144186 -0.00142298 -0.00491876 0.00321469 -0.00827204 -0.00695643 0.00062034 -0.00511298 -0.0115222 0.00289704 0.00612541 -0.00556179 0.00200922 -3.8179e-05 -0.00110644 -0.000837653 -0.000416104 -0.00125687 0.00329514 -0.0117291 4.66544e-05 0.00377453 internal_weight=7779.51 323.18 127.467 115.903 67.7303 41.313 48.1727 26.4173 32.768 195.713 72.1964 21.076 51.1204 14.2894 123.516 35.1073 22.4592 88.4092 61.3966 44.5619 15.4047 7456.33 548.564 541.119 520.955 424.733 96.222 20.1634 6907.77 62.2868 internal_count=27017 1014 398 360 209 127 151 82 101 616 231 71 160 51 385 110 70 275 186 139 50 26003 1712 1671 1611 1303 308 60 24291 187 is_linear=0 shrinkage=0.03 Tree=1251 num_leaves=31 num_cat=0 split_feature=5 7 0 8 8 2 10 10 6 5 6 4 2 9 5 12 0 12 7 10 5 13 4 5 11 9 3 3 11 0 split_gain=0.26609 3.54075 2.82086 2.69437 4.02923 3.91409 3.23915 3.12176 2.79311 2.32054 4.32829 4.42986 3.97621 2.23602 1.75118 5.17537 1.68702 4.21097 3.87798 4.53033 4.90025 3.23519 4.08005 3.54105 6.21142 3.18925 2.76003 2.48942 3.13569 3.473 threshold=1.6400000000000006 3.1000000000000005 200.00000000000003 4.1000000000000005 5.9000000000000012 0.90000000000000013 0.83333333333333337 -1.1666666666666663 0.90000000000000013 1.6600000000000006 0.90000000000000013 1.5650000000000008 1.3 7.9000000000000012 1.6750000000000003 3.7000000000000006 200.00000000000003 2.3000000000000007 1.1000000000000003 1.0000000180025095e-35 0.8650000000000001 2.5000000000000004 2.1650000000000009 1.0950000000000004 0.33333333333333326 6.9000000000000012 1.5000000000000002 1.5000000000000002 -0.83333333333333315 350.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 2 3 5 7 8 -6 -5 -2 10 11 -4 -12 -7 15 -11 17 18 -1 20 -20 23 25 24 -19 -23 -25 -18 29 -29 right_child=1 -3 9 4 6 13 -8 -9 -10 14 12 -13 -14 -15 -16 -17 27 21 19 -21 -22 22 -24 26 -26 -27 -28 28 -30 -31 leaf_value=0.003817182407053222 0.013221378602290468 -0.019747695014595959 0.027330423607062861 0.0099063414053394416 0.0036189103869205645 0.013231268942236748 0.017081916280343938 -0.0021471820450888078 -0.0083814394258992769 -0.0099412809768099734 -0.0052792473203613442 0.0016104983623136736 0.0075023347020411685 -0.0054627915305056054 -0.0002171922378452541 0.013344209854300869 0.00051273449882363565 -0.0050309352028488066 0.016605009255315151 -0.0049369984287996301 0.00033958209074531648 -0.00068723893553147895 -0.018714346498743133 -0.0076360972870272003 0.017910313387775108 0.011606342996312594 -0.0021075968313782503 -0.0063911580867740429 -0.0018462343138196137 0.0045772772946017608 leaf_weight=236.47146733105183 7.4496313035488155 7.9391788542270652 12.885974809527399 21.315240859985352 105.0398388504982 55.722164168953896 18.991890609264374 208.48036085814238 19.450396612286568 45.844012469053268 44.795577585697174 11.322568126022814 42.866825491189957 6.4222089052200309 1967.3285342026502 10.571280181407927 3861.0954917669296 28.934334501624107 17.851079851388931 161.50806403160095 251.9038500636816 345.3523478358984 10.80775026977062 210.142279535532 16.782813102006912 20.097386091947556 132.52630092203617 31.821930438280106 889.49872099608183 141.54960971325636 leaf_count=678 23 23 37 61 306 174 55 638 66 135 138 36 126 23 6683 31 11265 83 50 449 698 966 34 588 49 57 383 95 2643 424 internal_value=-3.94513e-07 0.000256145 0.000317737 0.00249671 0.00132284 0.00716119 0.00568038 -0.00102913 -0.00239881 -0.000134127 0.00407191 0.015301 0.000970933 0.0112994 -0.000366633 -0.00557797 -0.000104781 -0.00101094 0.000729705 -0.000963231 0.00141595 -0.00253099 -0.000548407 -0.00445166 0.00339082 -1.1171e-05 -0.00549796 0.00015882 -0.00112685 0.00256405 internal_weight=8942.77 2586.43 2578.49 442.872 353.827 89.0444 124.032 229.796 26.9 2135.61 111.871 24.2085 87.6624 62.1444 2023.74 56.4153 6356.34 1432.38 667.734 431.263 269.755 764.643 376.257 388.386 45.7171 365.45 342.669 4923.97 1062.87 173.372 internal_count=27017 8555 8532 1346 1060 286 361 699 89 7186 337 73 264 197 6849 166 18462 4035 1875 1197 748 2160 1057 1103 132 1023 971 14427 3162 519 is_linear=0 shrinkage=0.03 Tree=1252 num_leaves=31 num_cat=0 split_feature=5 12 12 3 4 11 4 10 7 0 12 11 8 4 4 10 5 11 10 5 13 4 6 5 7 11 13 9 8 3 split_gain=0.243554 3.05168 2.244 2.79706 3.67367 3.06678 2.4897 2.12687 1.93337 2.27799 2.84617 1.85732 1.85123 2.90469 1.75666 1.79636 3.69983 2.41398 1.51556 1.47333 1.37007 1.30603 1.37299 1.1844 3.70048 3.88052 4.23168 3.95678 2.35659 4.16789 threshold=2.2750000000000008 3.5000000000000004 3.9000000000000008 2.3000000000000003 1.3550000000000006 1.0000000180025095e-35 1.4150000000000007 0.33333333333333326 1.1000000000000003 350.00000000000006 4.9000000000000012 1.0000000180025095e-35 5.3000000000000016 1.7000000000000004 1.8550000000000004 1.0000000180025095e-35 2.3850000000000011 -0.33333333333333309 0.83333333333333337 3.0050000000000008 2.3000000000000007 1.6000000000000008 1.9000000000000001 2.1550000000000011 2.1000000000000005 -0.33333333333333309 3.3000000000000007 5.7000000000000002 5.7000000000000002 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 14 3 6 5 -5 -3 -8 12 18 -11 -6 19 -14 15 21 20 -18 -10 -4 -17 22 -2 -1 25 26 27 -25 29 -27 right_child=1 2 8 4 11 -7 7 -9 9 10 -12 -13 13 -15 -16 16 17 -19 -20 -21 -22 -23 -24 24 -26 28 -28 -29 -30 -31 leaf_value=-2.7287756517974887e-05 -0.006022054273022037 0.015435252104403802 -0.0040554676720485957 0.018298993704617163 0.010852156927262779 -0.0094179289416433179 -0.019503847132404776 0.0051968394070429046 -0.0032656696503486696 -0.016861496556317732 0.0016104473474453701 0.032176260985501394 0.017428470551392947 0.00073242725158595163 0.0083782158518941122 -0.0014146179095476631 -0.0068578415915780512 0.015983902532721174 0.017600440898414456 0.011297293312234984 -0.021480312944338973 -0.024243911239830461 -0.020013334409697742 0.015833630948152634 0.024307743957539665 -0.014546417618566293 0.025514288827918664 -0.0012637605446769362 -0.0087004719141252889 0.0040786766399120026 leaf_weight=6983.352636706084 30.047208093106747 5.0248151868581798 43.655300013720989 6.0752837136387852 6.4754623472690573 8.7926272079348546 7.6945968121290189 5.2972440123558044 8.2021997198462469 20.392046816647053 11.881216682493685 8.5035458505153638 14.313510507345198 27.198134083300829 7.2531368657946578 4.9903363883495349 6.6808713749051138 11.053545087575909 5.0688396692275992 6.4577931538224211 7.9274944961071014 5.8001628369092932 7.9912034049630156 17.843556590378284 6.6973643898963919 12.988682314753531 9.8094809055328351 38.395803943276405 32.152015797793865 64.566333957016468 leaf_count=25176 146 19 210 27 26 36 30 20 39 89 50 30 58 111 26 21 32 42 18 27 34 30 44 61 22 50 32 145 127 239 internal_value=1.91924e-06 -0.000888116 0.00124454 0.0068374 0.0124719 0.00190768 -0.00249691 -0.00943248 -0.000707026 -0.00575875 -0.0100612 0.0229578 0.00180406 0.00648934 -0.00571552 -0.00708782 -0.00151643 0.00737901 0.00470409 -0.00207704 -0.0137287 -0.0109834 -0.00896138 3.50545e-05 0.00242119 0.00158718 0.00733226 0.00416088 -0.00187163 0.000959402 internal_weight=7432.58 266.777 185.033 47.8636 29.8469 14.8679 18.0167 12.9918 137.169 45.5443 32.2733 14.979 91.6247 41.5116 81.744 74.4908 30.6522 17.7344 13.271 50.1131 12.9178 43.8386 38.0384 7165.81 182.453 175.756 66.0488 56.2394 109.707 77.555 internal_count=27017 1165 790 188 119 63 69 50 602 196 139 56 406 169 375 349 129 74 57 237 55 220 190 25852 676 654 238 206 416 289 is_linear=0 shrinkage=0.03 Tree=1253 num_leaves=31 num_cat=0 split_feature=4 2 4 5 13 10 11 9 13 4 4 5 0 11 9 4 10 6 10 5 5 10 6 13 10 5 6 3 5 10 split_gain=0.264091 1.94132 3.14767 1.86929 1.59699 2.24042 2.52157 2.1153 3.08786 2.12226 2.11961 2.52705 1.61555 4.72238 3.01458 2.88465 2.68183 2.16237 2.05742 1.97973 1.93787 3.3056 2.26404 1.56792 1.35476 2.41267 1.32492 3.06934 2.9079 2.45843 threshold=1.3150000000000006 0.3000000000000001 1.3950000000000007 1.3650000000000007 1.5000000000000002 -1.0000000180025095e-35 -1.1666666666666663 5.5000000000000009 1.1000000000000003 1.1850000000000007 1.0350000000000008 1.5250000000000006 525.00000000000011 1.1666666666666672 2.5000000000000004 1.0950000000000009 0.50000000000000022 3.3000000000000003 1.5000000000000004 1.4450000000000007 2.225000000000001 0.83333333333333337 1.3 5.5000000000000009 -1.1666666666666663 1.1350000000000005 0.70000000000000007 1.3 2.475000000000001 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -4 5 6 -1 10 -9 -10 -7 -12 17 14 15 -14 19 20 -16 -15 22 -22 -6 -19 -8 -26 27 29 -29 -3 right_child=1 26 3 -5 12 7 24 8 9 -11 11 -13 13 16 18 -17 -18 23 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.016127043681576393 0.023107682306688249 -0.0014382695710049829 -0.013086342112395625 0.0092031632171894785 -0.00095732745452014754 -0.008558992663598582 -0.011094404071723974 -0.0058693004754907961 0.021778322279105238 0.0057188624140962017 0.01214321867345208 -0.0037256131699872101 0.020824748588000843 0.00021697127344312022 -0.0022030234131801183 -0.0038799458402271701 -0.0062722213843194093 -0.01879731958342894 -0.013704996883127287 0.010232760477014042 -0.0063392708412900222 0.012081559728190007 0.0010916647537862441 0.00046250220939689842 0.01496267268127786 -0.0032751396619583031 0.00028925147018675815 0.0012966190919294482 -0.013172284493349087 -0.0079935775957025272 leaf_weight=6.9179521501064292 8.6719719022512454 128.34664900228381 5.7178139686584464 8.3041969537734968 762.04901743680239 13.040309041738508 14.289050936698912 7.6573645174503318 18.670895084738735 12.274791866540907 21.57840283960104 15.532951116561888 9.9167103022336978 26.082617431879044 799.35688055306673 7.4491316303610793 16.350102007389069 9.3731982856988889 14.246010586619375 55.672645539045334 76.664371818304062 9.8996144980192167 1336.6140437871218 6.4028411507606497 7.5991800129413596 46.322657808661461 3954.0567514756694 280.89062428660691 13.083442684262989 85.982608041726053 leaf_count=20 26 719 19 25 2458 38 46 23 55 36 72 45 33 84 2552 30 53 30 45 165 240 31 4004 20 26 137 14234 1178 48 525 internal_value=-1.38023e-06 0.000148419 0.00890054 0.000114079 -0.000205347 0.0026815 -0.00113101 0.0059087 0.0111876 0.0154082 0.00184539 0.00550132 -0.000356496 -0.00140553 -0.00214043 0.0102276 0.00481923 8.63156e-05 -0.00240442 0.00703739 0.000166212 -0.00423263 0.000347652 -0.0109806 -0.00288132 -0.000704893 0.000103909 -0.00133786 0.000652674 -0.00406807 internal_weight=7779.01 4485.05 22.694 14.022 3293.96 163.884 75.1288 88.7547 38.6031 30.9457 50.1517 37.1114 3130.08 929.074 830.969 17.3658 98.1054 2201 813.603 81.7553 2185.23 86.564 2098.66 15.776 68.2109 53.9218 4462.36 508.303 293.974 214.329 internal_count=27017 16774 70 44 10243 498 229 269 114 91 155 117 9745 2962 2660 63 302 6783 2597 249 6733 271 6462 50 209 163 16704 2470 1226 1244 is_linear=0 shrinkage=0.03 Tree=1254 num_leaves=21 num_cat=0 split_feature=9 5 5 11 7 0 2 9 5 4 5 3 12 11 3 8 5 7 10 11 split_gain=0.311521 0.318615 2.08266 2.12704 2.47398 2.05128 1.63848 1.56208 1.75716 3.15407 2.59555 1.64975 2.10135 1.77381 1.31525 0.946589 2.18508 0.856353 2.17287 0.807847 threshold=10.500000000000002 2.1250000000000009 2.1550000000000011 -1.1666666666666663 1.1000000000000003 350.00000000000006 1.3 5.3000000000000016 2.1950000000000007 1.9050000000000002 2.2050000000000005 3.1000000000000005 3.5000000000000004 -0.33333333333333309 3.5000000000000004 10.100000000000001 1.4750000000000008 0.3000000000000001 0.83333333333333337 2.5000000000000004 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 14 3 -3 5 -5 -6 11 9 -9 -10 12 -4 -13 15 17 -17 18 -1 -19 right_child=-2 2 7 4 6 -7 -8 8 10 -11 -12 13 -14 -15 -16 16 -18 19 -20 -21 leaf_value=-0.00058317193179989034 -0.0068571765290370915 0.019942299607226967 -0.0080958380543915791 0.011304767936331271 0.0025691873485812686 -0.0098830731756944391 0.016374220231416846 -0.0080899729863807245 0.014579462868489122 0.011012436693449238 0.0010663600218656115 0.0039610126649549304 0.0029842351634030671 -0.021529360136756128 0.01279562902747434 0.0055803534000421744 -0.019488965397935151 1.5997580011683518e-05 -0.011264890060488395 -0.0043395534537338546 leaf_weight=86.906330890953541 5.9598762877285472 8.4242715239524824 27.948433250188828 5.6039340198040035 16.412277698516849 15.450784124433993 14.639425680041311 40.447409570217133 13.339998647570608 9.6317300051450712 311.80080694332719 3.4566775485873213 34.323338836431503 8.4952521566301566 7.1784754917025557 5.6716228798031789 6.9802722781896591 8259.7851274833083 21.349860951304436 38.50395342707634 leaf_count=310 31 31 97 20 52 58 48 160 47 31 1292 17 121 54 27 20 22 24384 74 121 internal_value=-6.96407e-07 3.87635e-06 0.000732026 0.00595606 0.00369485 -0.00424371 0.00907761 2.8457e-05 0.000815075 -0.004416 0.00162078 -0.0039481 -0.00198866 -0.0141572 -4.01921e-05 -5.11364e-05 -0.00825083 -3.87958e-05 -0.00268978 -4.21212e-06 internal_weight=8942.31 8936.35 509.974 60.5307 52.1064 21.0547 31.0517 449.444 375.22 50.0791 325.141 74.2237 62.2718 11.9519 8426.38 8419.2 12.6519 8406.55 108.256 8298.29 internal_count=27017 26986 2028 209 178 78 100 1819 1530 191 1339 289 218 71 24958 24931 42 24889 384 24505 is_linear=0 shrinkage=0.03 Tree=1255 num_leaves=15 num_cat=0 split_feature=5 5 3 5 13 11 12 4 3 5 5 5 5 11 split_gain=0.247326 0.699638 0.359426 1.76827 1.92761 3.14628 2.30891 1.44377 0.339702 2.42668 3.23821 0.445451 1.46293 1.37624 threshold=3.1450000000000005 3.015000000000001 3.3000000000000003 2.1050000000000009 2.9000000000000008 -0.83333333333333315 5.1000000000000005 1.5050000000000006 3.1000000000000005 1.8550000000000004 2.0250000000000008 2.725000000000001 2.5050000000000012 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 7 5 -5 -6 -4 11 -10 -11 12 -1 -13 right_child=-2 -3 3 4 6 -7 -8 -9 9 10 -12 13 -14 -15 leaf_value=2.1851193619884517e-05 -0.0053728455120598548 0.010291544424147595 -0.023350284231593597 -0.015210354801147538 -0.023673213558107861 0.007471068277328366 0.0067242601207609292 0.00058570332529915808 0.019021538720451245 -0.020502868413776139 0.0035092592717680003 -0.0032162782608394489 -0.0055418181578442052 0.012436026394029961 leaf_weight=7256.2710361052305 7.6972372084856024 5.949001293629407 5.8886898383498174 6.7764636203646615 5.8439554870128614 29.318813987076286 3.6557550206780434 3.6885969042778015 6.8723381459712973 6.0318321436643592 31.198875732719898 10.326399654150011 42.785632070153952 9.9051192924380285 leaf_count=26207 33 25 34 41 33 137 20 20 23 25 122 45 212 40 internal_value=1.97612e-06 7.54838e-06 -6.98437e-07 -0.00241307 4.84151e-05 0.0032129 -0.0119754 -0.0141316 1.73769e-05 0.00264239 -0.000381 1.55968e-06 -1.07619e-05 0.00444691 internal_weight=7432.21 7424.51 7418.56 55.1723 45.595 36.0953 9.49971 9.57729 7363.39 44.103 37.2307 7319.29 7299.06 20.2315 internal_count=27017 26984 26959 285 231 178 53 54 26674 170 147 26504 26419 85 is_linear=0 shrinkage=0.03 Tree=1256 num_leaves=22 num_cat=0 split_feature=11 6 9 9 2 10 8 6 12 12 5 9 5 10 5 11 5 8 3 8 11 split_gain=0.265342 0.940168 1.07469 2.02825 3.27487 2.24064 1.95518 1.74276 1.13109 1.44771 1.36256 0.835394 0.50552 2.58255 0.688435 3.99888 0.832906 0.765209 0.508713 2.01443 0.486002 threshold=1.8333333333333337 2.7000000000000006 7.1000000000000005 6.5000000000000009 1.1000000000000003 -1.1666666666666663 4.5000000000000009 1.5000000000000002 4.9000000000000012 3.5000000000000004 2.2050000000000005 5.3000000000000016 0.54500000000000015 0.33333333333333326 0.62500000000000033 -1.0000000180025095e-35 0.67500000000000016 4.7000000000000002 1.0000000180025095e-35 5.3000000000000016 1.5000000000000004 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=12 2 3 5 -5 11 -6 -7 9 -4 -11 -2 13 -1 15 -14 17 -16 19 -18 -20 right_child=1 -3 8 4 6 7 -8 -9 -10 10 -12 -13 14 -15 16 -17 18 -19 20 -21 -22 leaf_value=0.0046627745150792411 0.0038727843427589612 -0.011409433079205555 -4.223727885294402e-05 0.027230267613885542 0.015482131368134188 -0.0048477527114609191 -0.0046444438519971827 0.0015882001362715913 0.0058123015068402778 -0.02307752547083642 -0.0051611671227063905 0.019015799574240447 0.028724430285719058 -0.024919227388947258 -0.018109935773444403 -0.012198480470995681 -0.018596287726620031 0.00041407481191079468 5.216392172509291e-06 0.01089200762794006 0.0013999460217615281 leaf_weight=7.1770764142274839 7.1091295853257161 7.5542622953653327 10.802979484200479 6.1064323633909252 6.5150263011455563 86.344592116773129 13.035938844084738 67.443702906370163 6.1921807229518881 7.8767338395118696 7.418302059173584 6.0853332579135895 4.3535485286265612 4.2164456192404032 4.3670968487858755 4.2440756633877736 5.3829266354441625 3.713815851137042 7277.1947834324092 3.4030452407896519 232.02301987633109 leaf_count=35 29 23 32 19 20 316 42 211 22 24 23 20 22 24 24 26 29 23 25248 26 779 internal_value=-1.08754e-06 -0.000999334 -0.000649712 0.000199273 0.00805232 -0.00100737 0.00206239 -0.00202527 -0.00571468 -0.00844964 -0.0143878 0.0108568 2.96671e-05 -0.00628475 3.92154e-05 0.00852351 2.95232e-05 -0.00959669 3.98702e-05 -0.00717467 4.83113e-05 internal_weight=7778.56 232.485 224.93 192.64 25.6574 166.983 19.551 153.788 32.2902 26.098 15.295 13.1945 7546.08 11.3935 7534.68 8.59762 7526.08 8.08091 7518 8.78597 7509.22 internal_count=27017 781 758 657 81 576 62 527 101 79 47 49 26236 59 26177 48 26129 47 26082 55 26027 is_linear=0 shrinkage=0.03 Tree=1257 num_leaves=25 num_cat=0 split_feature=12 4 10 8 5 4 4 9 4 4 7 8 4 9 4 8 4 13 13 10 4 6 9 3 split_gain=0.282333 1.44328 1.41279 1.29404 1.23828 2.10809 2.01947 2.77317 1.77148 3.4528 1.68005 1.19059 3.74081 2.89116 1.63968 4.15786 1.88308 1.15274 1.16048 2.07058 1.79525 1.10004 4.15283 2.23664 threshold=2.5000000000000004 0.71500000000000019 -2.4999999999999991 1.7000000000000004 1.2050000000000007 2.0950000000000011 2.1250000000000004 4.7000000000000002 1.6400000000000006 1.6250000000000002 2.3000000000000003 3.5000000000000004 0.77500000000000036 4.1000000000000005 1.3250000000000008 7.1000000000000005 1.3350000000000006 5.9000000000000012 5.3000000000000016 0.33333333333333326 1.2850000000000008 1.1000000000000003 6.7000000000000002 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 -2 5 8 -7 -8 9 -3 -10 12 -6 -14 15 -13 -16 18 21 20 -20 22 -4 -23 right_child=1 4 17 -5 11 6 7 -9 10 -11 -12 14 13 -15 16 -17 -18 -19 19 -21 -22 23 -24 -25 leaf_value=-0.011319682272506163 -0.00089172431838152296 0.001374342397337664 -1.4717344264035249e-05 -0.017955989581021636 0.022359620093289581 -0.016674573449176614 -0.0053938295998027736 0.0083450089452977733 0.0051003351726355943 -0.01265104359658584 -0.0032321220712531831 0.0011340184921511986 -0.0062298021506630658 -0.00049789507526856052 -0.0072689396278779574 0.018589698282875291 -6.3411151249480219e-05 -0.011090508991149328 0.0082620819756865811 0.016294722580033446 -0.011510300589441131 -0.00058032062614074857 0.0056557443871237609 0.0079223796953029647 leaf_weight=10.222454488277434 8.6135799288749713 337.83747954666615 1137.4055704697967 7.466597080230712 5.8939299806952468 8.9941670298576337 46.780695118010044 18.432689175009727 192.74002730846405 16.572284400463104 24.552208259701729 748.64693362079561 99.913325037807226 381.99530196748674 33.024429589509964 12.485958114266394 2820.1474897246808 8.6547252982854825 9.234373748302465 10.740211158990858 7.4809530377387992 2836.5739729404449 129.46959766000509 28.119614809751511 leaf_count=29 29 952 3239 33 21 30 199 82 629 49 85 2466 305 1294 104 38 8683 27 27 31 22 8167 378 98 internal_value=-5.46305e-07 0.000157314 -0.000180556 -0.00881527 0.000187702 0.00140863 -0.00334845 -0.00151052 0.00202611 0.000718512 0.00415884 -4.54389e-06 -0.00139574 -0.00168628 0.000183219 0.00142037 -0.000146813 -0.000153234 -0.000130474 0.00601685 -0.000587058 -0.000171325 0.000564781 -0.000496859 internal_weight=8942 4764.1 4177.9 16.0802 4748.02 645.91 74.2076 65.2134 571.702 354.41 217.292 4102.11 487.803 481.909 3614.3 761.133 2853.17 4167.68 4159.02 27.4555 16.7153 4131.57 1266.88 2864.69 internal_count=27017 14999 12018 62 14937 2026 311 281 1715 1001 714 12911 1620 1599 11291 2504 8787 11989 11962 80 49 11882 3617 8265 is_linear=0 shrinkage=0.03 Tree=1258 num_leaves=31 num_cat=0 split_feature=5 12 12 3 4 3 4 10 7 0 12 8 4 11 4 10 5 11 3 10 13 4 6 5 7 11 13 4 5 13 split_gain=0.238408 2.93216 2.14836 2.66394 3.47984 3.02689 2.37034 2.07334 1.84828 2.19658 2.76317 1.77351 2.74921 1.72918 1.69289 1.76093 3.58939 2.29018 1.44903 1.44368 1.34633 1.28632 1.35046 1.13011 3.50664 3.72884 3.99721 3.90228 2.32114 3.16971 threshold=2.2750000000000008 3.5000000000000004 3.9000000000000008 2.3000000000000003 1.3550000000000006 2.5000000000000004 1.4150000000000007 0.33333333333333326 1.1000000000000003 350.00000000000006 4.9000000000000012 5.3000000000000016 1.7000000000000004 1.0000000180025095e-35 1.8550000000000004 1.0000000180025095e-35 2.3850000000000011 -0.33333333333333309 3.3000000000000003 0.83333333333333337 2.3000000000000007 1.6000000000000008 1.9000000000000001 2.1550000000000011 2.1000000000000005 -0.33333333333333309 3.3000000000000007 1.1450000000000007 2.1950000000000007 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 14 3 6 5 -5 -3 -8 11 19 -11 18 -13 -6 15 21 20 -18 -4 -10 -17 22 -2 -1 25 26 27 -25 29 -27 right_child=1 2 8 4 13 -7 7 -9 9 10 -12 12 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 24 -26 28 -28 -29 -30 -31 leaf_value=-2.6248583831951703e-05 -0.0059464213890487658 0.014918445050155273 -0.0059764107266654593 0.021186795436904403 0.010595188781365915 -0.0076113560370543029 -0.019312475199459288 0.005116103916824692 -0.0032145070918187164 -0.016677385071228526 0.001553517008683314 0.016903019804939468 0.00070430358370185246 0.031076600007832973 0.0081823637748834697 -0.0013764861426686192 -0.0066815172998080227 0.015588527808858714 0.0045942933820624548 0.017113865763887265 -0.021323269580151658 -0.024143923000102652 -0.019898885897458592 0.023973331319848992 0.023563543779318751 -0.010011260713607325 0.024743400277357115 0.00094383454338862658 -0.0050474115460971431 0.0093810147872876604 leaf_weight=6982.928585909307 29.954291500151157 5.0722904205322292 31.509764328598976 4.8903182446956661 6.5094921737909308 10.005416989326475 7.6157618612050992 5.3051076903939247 8.184498652815817 20.159610167145729 11.898385457694529 14.432070024311541 27.203446976840496 8.6260797977447492 7.2776298373937598 4.9843659996986407 6.6342124864459082 11.125235125422474 18.537227794528008 5.1055258810520163 7.8287276774644852 5.6980668827891341 7.8874190151691428 7.6654310673475257 6.7625976502895346 10.418811246752737 9.9061731696128827 48.650039404630661 71.28665965795517 27.898619614541531 leaf_count=25176 146 19 141 18 26 45 30 20 39 89 50 58 111 30 26 21 32 42 96 18 34 30 44 29 22 41 32 177 269 106 internal_value=1.90849e-06 -0.000879242 0.00120787 0.00666799 0.0121371 0.00184317 -0.00246022 -0.00928248 -0.00070571 -0.00565976 -0.00991095 0.00174466 0.00631925 0.022268 -0.00562468 -0.0069805 -0.00146195 0.00726934 -0.00206106 0.00459489 -0.0135639 -0.0108555 -0.00885456 3.46735e-05 0.00236458 0.00154923 0.0071698 0.00407852 -0.00184666 0.0041081 internal_weight=7431.96 266.445 185.055 48.0245 30.0313 14.8957 17.9932 12.9209 137.031 45.348 32.058 91.6825 41.6355 15.1356 81.3899 74.1123 30.5725 17.7594 50.047 13.29 12.8131 43.5398 37.8417 7165.52 182.588 175.826 66.2216 56.3155 109.604 38.3174 internal_count=27017 1165 790 188 119 63 69 50 602 196 139 406 169 56 375 349 129 74 237 57 55 220 190 25852 676 654 238 206 416 147 is_linear=0 shrinkage=0.03 Tree=1259 num_leaves=14 num_cat=0 split_feature=9 4 9 4 5 12 9 4 5 5 4 0 2 split_gain=0.26542 1.76863 1.35449 0.41758 2.96514 4.05033 3.33097 0.411792 2.52346 2.80272 0.762794 7.88685 0.686788 threshold=1.5000000000000002 0.95000000000000018 1.7000000000000004 0.68500000000000016 1.8750000000000002 2.1000000000000005 3.9000000000000004 0.80000000000000038 0.93000000000000027 1.2750000000000006 0.82000000000000028 525.00000000000011 0.50000000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 5 6 -4 8 -5 -10 11 -9 -12 right_child=2 -3 3 7 -6 -7 -8 10 9 -11 12 -13 -14 leaf_value=-0.0056971519612554868 -0.012740357820603664 0.018671219783893599 -0.013644308722361562 -0.021750941097424599 -0.014259504073680729 0.01973695206061038 0.0061763927218112273 -0.0049476253735168882 0.0059535430504929262 -0.0038227344908011384 0.0010802415957450911 0.02338888446136048 -8.3279250960821568e-05 leaf_weight=6.3054551631212217 7.5121825300157061 4.6628239573910832 10.94225290417671 5.4088465571403495 8.0989970117807371 12.938996866345404 25.215862408280373 27.64598935842514 38.106029063463211 85.855792783200741 488.22492711246014 12.995404496788977 7044.2743108095601 leaf_count=27 39 23 35 20 24 37 74 82 116 250 1476 40 24774 internal_value=-1.19548e-06 0.00466231 -7.78092e-06 4.5455e-06 0.00255843 0.0053327 0.000178206 -1.44187e-05 -0.0016927 -0.000817494 1.4251e-05 0.0041132 -7.86472e-06 internal_weight=7778.19 10.9683 7767.22 7759.71 57.1961 49.0971 36.1581 7702.51 129.371 123.962 7573.14 40.6414 7532.5 internal_count=27017 50 26967 26928 170 146 109 26758 386 366 26372 122 26250 is_linear=0 shrinkage=0.03 Tree=1260 num_leaves=23 num_cat=0 split_feature=9 5 5 11 7 0 2 9 4 5 5 12 12 4 3 5 13 13 6 5 8 5 split_gain=0.302094 0.303393 1.99665 2.02691 2.37246 1.96995 1.57383 1.49719 1.69513 3.90915 2.15906 1.66142 4.05778 2.43377 1.24458 0.926652 2.14264 3.2711 2.54693 0.664995 3.45413 1.26206 threshold=10.500000000000002 2.1250000000000009 2.1550000000000011 -1.1666666666666663 1.1000000000000003 350.00000000000006 1.3 5.3000000000000016 1.1750000000000005 2.4250000000000012 2.1950000000000007 4.1000000000000005 3.5000000000000004 1.5550000000000008 3.5000000000000004 2.0250000000000008 2.9000000000000008 3.1000000000000005 0.90000000000000013 1.9750000000000003 5.1000000000000005 1.9250000000000003 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 14 3 -3 5 -5 -6 11 9 -9 -10 12 -4 -13 15 19 18 -18 -17 21 -21 -1 right_child=-2 2 7 4 6 -7 -8 8 10 -11 -12 13 -14 -15 -16 16 17 -19 -20 20 -22 -23 leaf_value=1.5348732752425606e-05 -0.0067605176443659822 0.01944533006264167 -0.0079536866318108482 0.011028487186433081 0.0025042062010845359 -0.0097197562735168701 0.016027036176411425 0.010671764971349687 -0.0064501108122211378 -0.0058044548150247436 0.00088435046806094883 -0.021975943082962548 0.0097518651021625841 -0.0029894756056764176 0.012419748874342645 0.0011678559724763425 0.015304010604090439 -0.0012544768214335521 -0.0071349271088402711 0.0063401781129390072 -0.0028388756514286899 -0.0027127910541113721 leaf_weight=7914.4162565916777 5.9460382349789134 8.462725739926098 27.865987859666348 5.6225944459438351 16.428896188735965 15.395336687564848 14.655489072203634 40.725128460675478 41.609300397336483 19.00968536362052 273.89838590100408 9.595259455963971 20.018558539450169 16.567874368280172 7.2099227309226981 52.935793921351433 14.200072824954985 44.031263455748558 89.421604193747044 77.890184827148914 70.105291575193405 155.61311061680317 leaf_count=23201 31 31 97 20 52 58 48 175 157 112 1086 55 75 62 27 172 48 151 358 267 217 517 internal_value=-7.1242e-07 3.78573e-06 0.000714415 0.00582771 0.00361587 -0.00416931 0.00887987 2.51341e-05 0.000794435 0.00542846 -8.29217e-05 -0.00387336 -0.000551724 -0.00995271 -3.92152e-05 -4.98854e-05 -0.00206449 0.00278341 -0.00404753 -7.12112e-07 0.00199207 -3.72576e-05 internal_weight=8941.62 8935.68 509.855 60.565 52.1023 21.0179 31.0844 449.29 375.243 59.7348 315.508 74.0477 47.8845 26.1631 8425.82 8418.61 200.589 58.2313 142.357 8218.02 147.995 8070.03 internal_count=27017 26986 2028 209 178 78 100 1819 1530 287 1243 289 172 117 24958 24931 729 199 530 24202 484 23718 is_linear=0 shrinkage=0.03 Tree=1261 num_leaves=13 num_cat=0 split_feature=5 5 3 5 13 11 12 4 9 9 5 13 split_gain=0.239491 0.674679 0.35569 1.70138 1.84717 3.02348 2.24215 1.4292 0.331939 0.361055 3.07042 0.546109 threshold=3.1450000000000005 3.015000000000001 3.3000000000000003 2.1050000000000009 2.9000000000000008 -0.83333333333333315 5.1000000000000005 1.5050000000000006 10.500000000000002 9.5000000000000018 2.4250000000000012 0.70000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 7 5 -5 -6 -4 9 11 -11 -1 right_child=-2 -3 3 4 6 -7 -8 -9 -10 10 -12 -13 leaf_value=-0.0064143498745157434 -0.0052960072523632745 0.010092499958587011 -0.02327120882406861 -0.015080710779903932 -0.023575221559322599 0.0072208489751665354 0.006429163354461683 0.00063905928187605731 0.0063697967022762316 -0.0094556053152019173 0.016451872051610569 3.3119737537960967e-05 leaf_weight=11.842549394816158 7.6717000454664221 5.9651167131960383 5.7870600745081884 6.7187382206320718 5.7306375056505185 29.464165341109041 3.6814863756299019 3.6810351461172104 7.3952271193265906 18.470384091138843 5.2980216965079299 7319.9048556722701 leaf_count=51 33 25 34 41 33 137 20 20 26 74 23 26500 internal_value=1.79581e-06 7.27041e-06 -8.3956e-07 -0.00240304 1.68576e-08 0.00307971 -0.0118392 -0.0139753 1.71251e-05 1.07382e-05 -0.00368078 2.27055e-05 internal_weight=7431.61 7423.94 7417.97 55.0631 45.595 36.1829 9.41212 9.4681 7362.91 7355.52 23.7684 7331.75 internal_count=27017 26984 26959 285 231 178 53 54 26674 26648 97 26551 is_linear=0 shrinkage=0.03 Tree=1262 num_leaves=31 num_cat=0 split_feature=7 9 8 11 4 10 0 11 0 5 4 12 12 4 2 5 0 4 5 11 11 5 0 10 5 8 11 2 12 6 split_gain=0.262238 2.3778 3.29369 2.49019 2.92214 3.1044 2.46732 4.32533 2.44907 3.95119 2.75743 2.47123 3.51543 2.37608 2.21878 2.02656 2.25631 1.67402 1.30368 1.26245 0.950418 0.904023 3.09821 2.33212 1.03433 4.65934 3.84129 4.41835 3.19059 2.71605 threshold=2.1000000000000005 3.5000000000000004 3.1000000000000005 0.33333333333333326 2.0350000000000006 -0.83333333333333315 475.00000000000006 0.83333333333333337 350.00000000000006 2.1050000000000009 1.7300000000000004 3.9000000000000008 2.7000000000000006 2.0050000000000012 0.70000000000000007 0.88500000000000023 475.00000000000006 1.3050000000000008 1.2250000000000008 -0.33333333333333331 0.33333333333333326 0.67500000000000016 475.00000000000006 -1.0000000180025095e-35 0.87000000000000033 4.5000000000000009 -0.83333333333333315 1.1000000000000003 1.7000000000000004 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 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 20 4 5 -4 7 -5 10 15 11 12 -3 -12 -8 17 -17 -10 -6 -15 -2 22 23 -1 25 26 -23 -28 -27 -30 right_child=1 8 3 6 18 -7 14 -9 9 -11 13 -13 -14 19 -16 16 -18 -19 -20 -21 -22 24 -24 -25 -26 28 27 -29 29 -31 leaf_value=0.015877488829596109 -0.016792998037118548 -0.00089664556629007956 -0.0065192083683188679 -0.0059878508047213211 0.044440907930002403 0.0091914341617471713 -0.02646568933661755 0.022334514197989375 -0.024760104133974559 -0.019246988839640055 -0.019303701230057948 0.016999410736016948 -0.011306460537071272 -0.013468931620191738 -0.0030372830117528014 0.0059438720748039037 -0.00026829843538509488 -0.00062528241431361012 0.013975807373895094 0.01165177376565707 -0.0012971630478469331 0.02343691188884767 -0.023110623957601897 -0.0083901485614392216 2.067705573351932e-05 -0.010391923456804078 0.012185276023715349 -0.0047700010046510411 -0.00083192484256323712 0.018703477713293084 leaf_weight=6.0433262735605249 8.7371209636330587 118.18185326457024 13.927227802574633 10.366232328116896 2.6307109408080569 60.458676420152187 4.2955668866634396 9.12452135235071 5.1706100404262525 9.4245539717376214 17.958428293466572 5.4948766827583304 38.776444092392921 3.1400939151644707 23.76826386898756 63.192255962640047 314.53392675146461 5.1754705458879471 2.4336558319628239 4.2205153983086339 6.0144779682159415 12.310113772749899 6.6448097117245188 8.6872476786375046 6883.0158321782947 28.78722932934761 32.387098357081413 24.143927548080683 41.309323187917471 7.5806708037853232 leaf_count=27 35 431 63 44 18 237 17 35 24 36 92 17 151 22 115 242 1291 33 22 28 24 40 48 40 23300 117 112 103 226 27 internal_value=-8.96807e-07 -0.000543378 0.00294273 0.00450121 0.00775115 0.00624994 -0.000928528 0.00727116 -0.00138774 -5.39313e-05 -0.00421129 -0.00277607 -0.00346838 -0.01342 -0.00662333 0.000412183 0.000770976 -0.012687 0.0298011 0.000935083 -0.0104751 5.50389e-05 -0.00610516 0.00156583 7.37708e-05 0.00256797 0.00825074 0.00494382 -0.00246837 0.00219715 internal_weight=7777.94 727.025 141.756 127.005 79.4503 74.3859 47.5546 19.4908 585.269 397.497 187.772 162.453 156.958 25.319 28.0638 388.072 377.726 10.3461 5.06437 7.36061 14.7516 7050.91 21.3754 14.7306 7029.53 146.518 68.8411 56.531 77.6772 48.89 internal_count=27017 2977 610 551 340 300 211 79 2367 1626 741 599 582 142 132 1590 1533 57 40 50 59 24040 115 67 23925 625 255 215 370 253 is_linear=0 shrinkage=0.03 Tree=1263 num_leaves=19 num_cat=0 split_feature=13 6 11 5 5 10 9 4 10 11 12 5 8 13 12 4 8 5 split_gain=0.269768 0.32799 1.43588 0.324715 2.45559 2.42249 5.1185 2.97508 1.69926 2.57656 1.42767 1.37847 6.28118 5.83396 3.71906 1.3672 2.68339 1.80009 threshold=6.1000000000000005 3.5000000000000004 1.0000000180025095e-35 1.2550000000000006 1.2250000000000008 0.33333333333333326 6.1000000000000005 2.0050000000000012 -2.1666666666666656 0.50000000000000022 3.3000000000000007 1.2750000000000006 3.3000000000000003 2.5000000000000004 2.9000000000000008 0.77500000000000036 1.9000000000000001 1.4550000000000007 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 8 7 -7 -6 9 -1 -10 12 13 -5 -14 17 -17 -13 right_child=-2 2 -4 11 5 6 -8 -9 10 -11 -12 15 14 -15 -16 16 -18 -19 leaf_value=0.013248872962705702 0.0054812499758743203 -0.016328785646484351 0.0038685603271307817 -0.0022852645173375907 -0.0060749484337199663 0.0030816170715329025 -0.017795683586096393 0.012535599322274785 -0.0002587235374372601 -0.0075220190197802248 0.0026226092827572249 0.010674126341200603 -0.0020204972629411849 0.029365560970220188 0.0081601061357484735 -0.010476766006552465 2.7326086071755567e-05 0.00088962476042862696 leaf_weight=19.506962738931183 8.0718782991170865 5.5395741090178472 7.3993360251188278 8.3619159460067767 161.19884955883026 90.913188442587852 11.959402360022066 8.1201996728777868 2177.0770907625556 7.4192179813981047 166.61394839733839 24.72651295363903 123.60308848321438 14.044187635183333 43.716535478830338 21.968445774167776 5987.4430673513561 53.616135872900486 leaf_count=67 25 22 25 24 456 266 36 37 6214 25 582 73 349 40 137 77 18379 183 internal_value=-6.72118e-07 -5.62547e-06 -0.00477859 1.29773e-06 -0.000277663 -0.00297639 0.000654537 -0.00518242 3.22026e-05 0.00752568 -5.38884e-05 0.00011874 0.00263695 0.0175535 0.000639446 4.02591e-05 -1.10734e-05 0.00397781 internal_weight=8941.3 8933.23 12.9389 8920.29 2642.81 272.192 102.873 169.319 2370.62 26.9262 2343.69 6277.48 189.726 22.4061 167.32 6087.75 6009.41 78.3426 internal_count=27017 26992 47 26945 7683 795 302 493 6888 92 6796 19262 550 64 486 18712 18456 256 is_linear=0 shrinkage=0.03 Tree=1264 num_leaves=24 num_cat=0 split_feature=5 5 10 0 12 3 12 5 7 9 5 10 5 4 9 5 10 8 9 5 4 5 11 split_gain=0.24123 2.38523 1.77504 1.87581 2.0576 1.3664 3.01395 1.32892 1.32451 1.03342 0.942901 1.86494 0.5265 1.35638 0.641507 0.57484 4.09426 2.22872 1.21464 1.10219 3.73942 1.56478 0.0011045 threshold=2.5050000000000012 2.6050000000000009 -0.66666666666666663 350.00000000000006 3.3000000000000007 1.9000000000000001 3.3000000000000007 2.5350000000000006 1.7000000000000004 8.3000000000000025 2.475000000000001 1.0000000180025095e-35 2.4450000000000007 1.2350000000000005 6.5000000000000009 2.4050000000000007 1.0000000180025095e-35 4.5000000000000009 6.7000000000000002 2.3650000000000007 1.5650000000000008 2.3450000000000011 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 left_child=10 2 22 -4 -5 -3 -7 -6 9 -8 12 -12 15 -14 -15 19 18 -18 -17 21 -21 -1 -2 right_child=1 5 3 4 7 6 8 -9 -10 -11 11 -13 13 14 -16 16 17 -19 -20 20 -22 -23 -24 leaf_value=5.889977395564133e-06 -0.022396881122065102 0.014088901671821497 0.0080070000852902126 0.0065005000372935391 -0.0026784939133264207 -0.023689115223946875 -0.0020913209969466266 -0.023550677362510576 0.017642243471026213 0.0065061923778570651 -0.0031965061824819874 0.015844389079777983 0.0081354320618887595 -0.0030877328060265811 -0.018958589133036025 -0.019688062965953958 0.0032840233459593558 0.030746497865941871 0.0019315271441525794 0.0034769696096880313 -0.017036652509487618 0.0093169284493991051 -0.023199144052749053 leaf_weight=7226.0411490406841 2.9479080811142948 7.0119900256395331 7.214177310466769 4.7822827473282841 4.0985238254070273 4.4484111443161956 39.351099602878094 8.3157164938747865 4.4502226114273062 18.497227068990469 8.8396633118391055 9.7200200483202917 4.2729566320776931 3.9696509093046171 5.4241623543202877 4.9034989699721354 5.0332834944128972 5.6396321505308151 4.471666544675827 18.252777472138405 14.234774246811865 16.280868969857693 3.244071289896965 leaf_count=26101 22 31 34 22 20 27 185 48 17 76 38 33 20 17 27 23 21 21 21 75 55 64 19 internal_value=1.79934e-06 -0.00143037 -0.00847152 -0.00483261 -0.010219 0.001491 0.000167554 -0.0166598 0.00187103 0.000657767 2.21982e-05 0.00677553 5.04837e-06 -0.00587771 -0.0122519 1.60696e-05 0.00508902 0.0177954 -0.00937618 2.08945e-06 -0.0055113 2.68214e-05 -0.0228172 internal_weight=7431.45 104.362 30.6027 24.4107 17.1965 73.759 66.747 12.4142 62.2985 57.8483 7327.08 18.5597 7308.52 13.6668 9.39381 7294.86 20.0481 10.6729 9.37517 7274.81 32.4876 7242.32 6.19198 internal_count=27017 501 165 124 90 336 305 68 278 261 26516 71 26445 64 44 26381 86 42 44 26295 130 26165 41 is_linear=0 shrinkage=0.03 Tree=1265 num_leaves=31 num_cat=0 split_feature=0 10 6 4 7 5 7 6 6 5 5 13 3 4 12 2 4 9 9 8 4 5 12 5 0 9 9 9 8 5 split_gain=0.26235 1.26732 3.03903 2.5393 2.42346 2.8133 2.3112 2.05907 1.90474 4.32316 4.96114 3.49272 3.03474 2.78071 1.71995 1.05186 1.51719 2.45584 3.05139 2.28126 1.60467 1.40693 1.85296 1.04891 3.50906 0.990614 0.969072 3.85816 2.75528 0.341399 threshold=575.00000000000011 1.0000000180025095e-35 2.9000000000000004 0.75500000000000023 0.50000000000000011 1.9400000000000006 0.3000000000000001 3.1000000000000005 1.1000000000000003 1.9400000000000006 1.4450000000000007 1.9000000000000001 2.9000000000000004 2.3450000000000011 2.7000000000000006 3.3000000000000003 2.2850000000000006 4.3000000000000016 3.7000000000000006 7.3000000000000016 2.2550000000000012 2.3950000000000009 4.9000000000000012 1.5050000000000006 350.00000000000006 5.1000000000000005 6.7000000000000002 6.5000000000000009 1.9000000000000001 1.1850000000000007 decision_type=2 2 2 2 2 2 2 2 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 7 3 -3 6 -6 -5 8 9 10 -2 14 -11 -13 -10 16 20 18 19 -18 26 22 -19 29 -25 -22 27 -1 -28 -17 right_child=1 2 -4 4 5 -7 -8 -9 11 12 -12 13 -14 -15 -16 23 17 21 -20 -21 25 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=-8.7193363752994973e-05 -0.0011133264138714269 -0.022796566950800602 -0.017727134438552585 0.0065330905939009329 0.0015242548715194686 0.0076540648410691999 -0.0097783873049390874 0.015581820449488101 -0.025450365430636657 -0.0089610815311816118 0.0081997416323400848 -0.00085225659277761564 0.012764465663249531 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40 1671 280 105 21 24 170 449 1588 24 74 46 21 32 233 51 21 35 18 21 32 31 20 18 535 2593 41 internal_value=-9.4659e-07 0.000395094 0.00154479 0.00182179 0.00200557 0.00260911 -0.00520261 -0.000391487 -0.000546404 0.00153538 0.00348729 -0.00165665 -0.00619157 -0.00111539 -0.0136629 -7.76016e-05 -5.82457e-05 0.00427622 -0.00727574 0.00605945 -0.000106715 0.00693821 0.00836848 -0.00758324 -0.00176321 -0.0126179 -8.87558e-05 5.62337e-05 -0.00102595 -0.0172604 internal_weight=7777.55 1261.25 512.363 505.103 501.36 462.625 38.7352 748.889 741.695 257.974 205.949 483.721 52.025 462.855 20.8662 6516.3 6499.54 71.8756 13.4609 7.19206 6427.67 58.4147 53.3774 16.7613 10.4665 9.21321 6418.45 5558.52 859.933 6.29477 internal_count=27017 5157 2133 2109 2096 1951 145 3024 3003 1271 1077 1732 194 1662 70 21860 21735 376 104 53 21359 272 254 125 63 55 21304 18693 2611 62 is_linear=0 shrinkage=0.03 Tree=1266 num_leaves=25 num_cat=0 split_feature=12 4 10 8 5 4 4 9 6 9 4 5 8 5 12 3 7 13 13 10 4 5 5 13 split_gain=0.261164 1.41031 1.37247 1.25153 1.17332 2.04509 1.92183 2.66508 1.76452 5.64372 1.84815 1.1832 4.48579 2.972 2.4613 2.36585 1.91739 1.11811 1.11336 1.98401 1.72178 1.0809 1.84353 1.28743 threshold=2.5000000000000004 0.71500000000000019 -2.4999999999999991 1.7000000000000004 1.2050000000000007 2.0950000000000011 2.1250000000000004 4.7000000000000002 2.1000000000000005 4.1000000000000005 1.6400000000000006 1.6050000000000004 2.5000000000000004 1.5550000000000008 2.7000000000000006 0.70000000000000007 3.1000000000000005 5.9000000000000012 5.3000000000000016 0.33333333333333326 1.2850000000000008 2.3150000000000008 2.245000000000001 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 -2 5 8 -7 -8 10 -10 -3 12 14 -14 -6 -13 -17 18 21 20 -20 22 -4 -23 right_child=1 4 17 -5 11 6 7 -9 9 -11 -12 15 13 -15 -16 16 -18 -19 19 -21 -22 23 -24 -25 leaf_value=-0.011157598897497971 -0.00096175297927927742 0.0011132816531955561 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30 199 82 91 78 660 28 4837 738 73 7184 18 27 27 31 22 26 25 35 internal_value=-4.31471e-07 0.000151412 -0.000173565 -0.00874065 0.000181379 0.00137023 -0.00331426 -0.00151629 0.00197887 -0.00290986 0.00254746 -5.72595e-06 -0.000546578 -0.000350913 -0.0112449 0.000474286 0.000411622 -0.000146646 -0.000124245 0.00589794 -0.000569685 -0.000164255 -0.00013446 -0.00806759 internal_weight=8940.86 4763.31 4177.55 15.999 4747.31 645.548 74.2302 65.1865 571.318 59.5243 511.794 4101.76 1928.65 1894.01 34.6404 2173.11 2164.43 4167.33 4158.69 27.4469 16.7056 4131.24 4115.73 15.5158 internal_count=27017 14999 12018 62 14937 2026 311 281 1715 169 1546 12911 5681 5575 106 7230 7202 11989 11962 80 49 11882 11821 61 is_linear=0 shrinkage=0.03 Tree=1267 num_leaves=31 num_cat=0 split_feature=2 5 13 5 7 5 11 10 11 9 12 7 12 5 5 10 6 4 4 8 8 10 11 5 7 4 0 12 9 9 split_gain=0.238493 1.65588 1.72499 1.66384 2.33758 1.36401 3.39519 2.24599 2.99167 2.03671 1.54077 0.72273 0.33902 1.88724 3.18386 3.45743 3.10432 2.60624 2.35769 1.90234 3.43851 5.04688 2.94817 2.38845 4.033 2.59641 1.43612 1.05655 2.57405 2.45346 threshold=0.3000000000000001 1.0550000000000006 2.9000000000000008 1.9750000000000003 1.1000000000000003 1.6100000000000005 -1.0000000180025095e-35 -0.49999999999999994 -0.83333333333333315 6.1000000000000005 1.5000000000000002 1.3 2.1000000000000005 1.1350000000000005 1.1150000000000009 -0.83333333333333315 1.9000000000000001 1.7650000000000006 1.5250000000000006 3.9000000000000004 3.7000000000000006 -0.49999999999999994 -1.1666666666666663 1.4350000000000007 2.7000000000000006 1.5650000000000008 575.00000000000011 2.5000000000000004 2.3000000000000003 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 7 10 11 -9 -8 -7 -3 13 14 17 -16 -17 18 -2 20 22 -22 -15 24 -21 -25 -19 28 -14 -30 right_child=12 3 -4 4 -6 6 9 8 -10 -11 -12 -13 27 19 15 16 -18 26 -20 23 21 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_value=0.004918587985605071 7.3758548784098819e-05 0.0034592958657329942 -0.016461015013570838 -0.01982385973655057 0.0085340250443302259 0.029582809407006971 0.0063329327535741739 -0.019599683512833747 0.00066003621214319875 -0.015854453175817879 0.01089899154210814 0.013414349487185786 -0.010601885124775544 -0.011075069033179178 -0.010555768939400786 0.0066120093147969657 0.024912246751391143 -0.005432242566056773 0.0059132467819925571 -0.0025843792908750783 0.018057711230116621 0.0013220237799428922 0.00017749420499763708 -0.0010701609077551652 -0.019148036007366056 0.005343528688431313 -0.023247380307281091 -0.0001442738120162353 0.015190466145716355 0.00086021673043754911 leaf_weight=5.4578787833452216 494.9514869377017 12.959293305873873 8.9927346557378751 6.7292583957314474 4.280124805867672 6.4002826958894756 11.13632269203663 7.6307397335767737 46.73979352414608 5.5939872562885276 10.471568152308462 13.298839300870894 17.507220156490803 22.554571345448494 7.4099821895360938 30.092151999473572 11.542414605617521 22.259777754545215 71.175438471138477 543.52625294774771 23.442197665572166 52.619188234210014 295.52196468412876 314.71524065732956 13.560007393360136 69.318919718265533 4.9843213036656371 3960.6766610387713 10.840607598423956 1324.7504016160965 leaf_count=19 1683 42 36 36 18 20 37 27 153 21 34 42 66 83 27 102 36 101 256 1923 74 169 980 1091 56 247 32 14961 37 4608 internal_value=1.70763e-06 0.00122958 -0.00838611 0.00233907 -0.00879915 0.00341256 0.00849064 0.00129625 -0.00218335 -0.0010857 0.0179866 0.00850119 -2.18162e-05 -0.00035713 0.000978947 0.00832506 0.0116854 0.000371761 0.000807919 -0.000999939 0.00074983 0.00647998 -0.000620417 -0.00173274 -0.00298755 8.75227e-05 -0.00869153 0.00010298 0.000826723 0.000976531 internal_weight=7431.14 139.691 14.4506 125.24 11.0094 114.231 33.6022 80.6287 54.3705 16.7303 16.8719 26.2581 7291.45 1977.67 642.416 49.0445 41.6346 593.371 566.127 1335.26 394.138 76.0614 318.077 941.12 557.086 384.034 27.2441 5313.77 1353.1 1335.59 internal_count=27017 485 55 430 54 376 112 264 180 58 54 84 26532 6860 2237 165 138 2072 1939 4623 1306 243 1063 3317 1979 1338 133 19672 4711 4645 is_linear=0 shrinkage=0.03 Tree=1268 num_leaves=31 num_cat=0 split_feature=9 11 5 11 9 10 8 7 8 5 11 5 8 5 9 2 12 5 2 5 6 11 5 9 13 10 3 4 4 5 split_gain=0.261143 2.74672 3.12029 1.91677 2.29583 2.48582 1.71168 1.6851 1.60242 1.49616 2.20729 2.74726 2.57995 2.25609 1.70888 2.19707 2.26761 1.64222 1.66175 1.15769 1.13714 0.891499 0.688178 0.682045 4.64998 2.3606 2.97476 2.38509 1.88909 1.19373 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 8.3000000000000025 -0.49999999999999994 6.1000000000000005 0.90000000000000013 5.1000000000000005 1.8550000000000004 -0.33333333333333309 1.6100000000000005 5.3000000000000016 1.4550000000000007 8.7000000000000011 0.90000000000000013 3.3000000000000007 2.6050000000000009 1.3 1.7150000000000005 1.1000000000000003 -0.66666666666666663 1.5050000000000006 7.1000000000000005 4.1000000000000005 1.5000000000000004 0.70000000000000007 1.3750000000000007 1.6900000000000006 1.6100000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 9 -3 6 7 -6 8 -5 -4 10 11 13 -13 -2 17 21 -17 18 -11 22 -8 -16 -12 -1 25 26 27 -25 -28 -26 right_child=1 2 3 4 5 -7 20 -9 -10 14 19 12 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 24 29 -27 28 -29 -30 -31 leaf_value=3.5160138311978104e-05 -0.0031724812956841187 -0.01063425582230406 0.010573947012183104 0.021107836644280842 -0.012447011892887203 0.0032219452110326631 0.010341815391355131 0.0044912686806696288 0.026345073225152192 0.00044557981800340545 -0.010823538580080701 -0.016180387842005407 0.0037500917426075407 0.015436040500949455 -0.0010871156084770984 -0.017245347709760109 -0.0021371433331842274 -0.0078251457065638338 0.01023708626895369 -0.0043979938023278571 -0.0059585928886088883 0.01457022446992599 -0.025239078054503615 0.00028387274706525759 0.0053510894897637615 -0.012216033822881981 -0.0031135699604448561 0.01931247956619294 0.0017464860926891628 0.02198702103054874 leaf_weight=7007.7705290671438 12.091181084513666 11.508611023426054 25.143372021615505 7.8012228310108211 13.566029042005537 27.756741501390934 7.6012730002403242 18.561513386666775 7.5360509976744643 31.126660920679569 5.176735997200014 15.141188159585001 9.5212692618370038 11.385081939399241 6.1621619313955307 12.978556513786314 28.740241032093763 9.8554059565067273 31.271376132965088 7.9270436912775031 7.8085430115461349 6.9801989048719388 7.0250263065099716 12.961538374423982 6.8345279544591895 18.594099748879671 293.15854669362307 10.92537973448634 95.405566614121199 8.9859437346458417 leaf_count=24597 39 38 77 25 44 83 26 57 24 92 18 44 31 38 19 39 92 33 99 25 24 23 24 39 20 67 864 39 351 26 internal_value=-1.13559e-06 0.000834435 0.00426376 0.0057447 0.00249102 -0.00192208 0.0103243 0.00940842 0.0142109 -0.00139963 -0.0049819 -0.00149367 -0.00848596 0.00585193 0.000524248 -0.00346762 -0.00683725 0.00355522 0.00535269 -0.0133241 0.00208199 0.00722884 -0.0191231 -3.73023e-05 -0.00117366 -0.00175994 -0.00128856 0.00898716 -0.00192026 0.0148002 internal_weight=7777.3 322.665 127.283 115.775 67.6855 41.3228 48.0892 26.3627 32.6794 195.382 68.2675 48.1387 24.6625 23.4763 127.115 54.8612 41.7188 72.2534 62.398 20.1288 15.4098 13.1424 12.2018 7454.64 446.866 431.045 412.451 23.8869 388.564 15.8205 internal_count=27017 1014 398 360 209 127 151 82 101 616 219 152 75 77 397 173 131 224 191 67 50 42 42 26003 1406 1360 1293 78 1215 46 is_linear=0 shrinkage=0.03 Tree=1269 num_leaves=31 num_cat=0 split_feature=13 5 5 13 4 4 9 0 11 4 4 9 12 5 5 10 8 11 4 5 3 5 7 0 5 13 5 5 0 4 split_gain=0.274908 0.326166 2.29937 3.73142 2.16338 5.36635 3.04695 1.50052 1.4275 3.08634 5.91144 3.61105 1.34677 2.21715 3.96086 3.79629 2.69943 4.42411 4.2355 2.68666 1.74363 4.43561 2.99418 2.27611 1.46128 3.35909 2.10458 1.32393 6.48352 1.55672 threshold=6.1000000000000005 1.2550000000000006 1.2050000000000007 4.3000000000000016 2.0450000000000008 1.8300000000000005 5.1000000000000005 475.00000000000006 1.1666666666666672 1.4050000000000007 1.4850000000000005 4.5000000000000009 2.1000000000000005 1.8300000000000005 1.8100000000000005 -0.33333333333333331 3.7000000000000006 0.50000000000000022 1.445000000000001 1.7950000000000002 0.70000000000000007 1.4150000000000007 0.90000000000000013 200.00000000000003 1.2750000000000006 2.5000000000000004 1.2850000000000008 1.1950000000000005 475.00000000000006 2.4350000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 5 -4 -6 -5 27 11 -11 -10 13 14 19 -16 17 -15 -18 -3 21 22 -14 -23 25 -22 -26 29 -29 -1 right_child=-2 12 3 7 6 -7 -8 -9 9 10 -12 -13 20 16 15 -17 18 -19 -20 -21 24 23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=-0.00012919007495626616 0.005532221883404965 0.0012856801238241868 -0.0023621694133535531 -0.00015326552533071044 0.012870818145151806 -0.015543318760058997 -0.011174322807104793 0.016354142157233534 0.0037035520247910422 0.03383484234230745 0.0046845014070799329 -0.012153218926783426 0.013110317810104452 0.012513231548650449 0.00064545942287255807 0.031645018167119864 -0.011455858960687959 -0.017938707071795575 0.0049295456135207711 -0.012648596461699304 -0.0033674971416223164 -0.0020543342002129874 -0.0050142595826043737 0.012162985924117339 -0.0059807252250990046 0.0073525817076962518 -0.00020822740238246053 -0.0049304860045348573 0.012047974718983537 -0.0088027478463044914 leaf_weight=1976.5610777959228 8.075791269540785 1161.2197831571102 382.32578269392252 7.9720593988895443 16.751360602676872 29.977675542235374 6.6163524910807601 13.099425271153448 42.683613508939743 7.3286516368389121 42.980632863938808 18.539697915315628 9.7102824002504331 17.931625887751583 6.7235980480909348 7.545402988791464 47.550624206662178 5.6456263512372962 20.242395430803299 12.588355988264082 42.904278129339218 12.837760239839552 52.855223923921585 48.12716031819582 57.536991469562054 68.002850525081158 4716.0783089306206 39.813541322946548 41.178005062043667 18.800568498671055 leaf_count=5711 25 3330 1077 23 69 94 28 38 120 20 138 52 31 60 20 23 163 19 59 38 128 36 159 152 168 197 14716 111 123 89 internal_value=-3.37451e-07 -5.33959e-06 -0.000284864 -0.00222093 -0.00281726 -0.00332054 0.00606266 0.0101088 0.000119308 0.00342564 0.00893089 -0.00109821 0.000112233 0.000980897 0.00132723 0.0170379 -0.00352237 0.00522145 -0.00656332 0.00113624 -0.000109692 0.00341027 -0.00220129 0.00916916 -0.000198712 0.00320553 -0.000277804 -5.82932e-05 0.00370176 -0.000210914 internal_weight=8940.2 8932.13 2644.63 456.743 435.671 412.303 23.3677 21.0715 2187.89 111.533 50.3093 61.2233 6287.5 1279.45 1188.08 14.269 91.3703 23.5773 67.793 1173.81 5008.05 123.53 62.5655 60.9649 4884.52 110.907 4773.62 2076.35 80.9915 1995.36 internal_count=27017 26992 7693 1329 1268 1171 97 61 6364 330 158 172 19299 3712 3411 43 301 79 222 3368 15587 378 190 188 15209 325 14884 6034 234 5800 is_linear=0 shrinkage=0.03 Tree=1270 num_leaves=29 num_cat=0 split_feature=8 4 12 4 6 11 12 3 4 7 0 7 5 2 9 4 11 3 11 8 13 6 8 9 9 12 5 13 split_gain=0.242661 1.25008 2.82149 4.21548 3.12982 2.7661 2.45205 4.29554 1.92897 1.6832 2.11389 2.26219 2.1773 3.61406 1.97281 1.59549 2.40365 1.51692 1.46477 1.44229 0.674617 0.553647 1.46331 0.752787 0.798535 2.73346 0.67408 0.597517 threshold=2.9000000000000004 1.0150000000000006 2.5000000000000004 0.99000000000000055 1.1000000000000003 1.1666666666666672 2.3000000000000007 1.1000000000000003 0.88500000000000023 2.7000000000000006 200.00000000000003 1.3 2.0050000000000012 1.9000000000000001 6.7000000000000002 0.93000000000000027 1.0000000180025095e-35 1.3 1.0000000180025095e-35 2.7000000000000006 5.9000000000000012 1.0000000180025095e-35 5.7000000000000002 1.5000000000000002 1.9000000000000001 2.5000000000000004 1.6100000000000005 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 15 18 7 -6 -8 10 11 19 14 -14 -12 16 -1 -13 -4 -3 21 22 26 -23 25 -25 -2 -26 right_child=20 9 3 -5 6 -7 8 -9 -10 -11 12 17 13 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 24 27 -27 -28 -29 leaf_value=-0.015263420833082745 -0.023731033254638326 -0.022592316343402107 0.0035903438888920639 0.031133386048101938 -0.001590139994513496 -0.010076144451404583 -0.02230161763666617 0.013485769596071251 0.00056079026983023176 -0.015312577831871652 -0.00036639463776727619 0.0094012996179479325 -0.014185567660672768 0.014838758667207765 0.01067767556812277 -0.023231638372209183 0.0070163521770449776 -0.010976991725716406 0.016401192592065395 -0.0050686887371064705 0.0082480622478207956 -0.012038166479087811 0.0064069735247801575 -0.00098938813524227908 0.00082038376415217269 0.02161752755880833 -0.0050265158826282262 -6.3883547193912494e-05 leaf_weight=10.534507118165498 3.8020346537232381 10.957347646355634 23.236493207514286 5.8873719722032538 50.962506026029587 9.6742638200521451 6.4426854997873289 25.530958384275436 6.8558381795883179 8.167752653360365 200.70738672465086 7.5203984528779966 20.870988383889202 4.7375749796628943 15.695278614759443 6.665991596877574 7.4330692589282981 5.8408118635416031 12.27648191899061 6.8821472376584998 9.0113868340849859 4.6369700990617266 4.7294433750212193 16.52487520873547 774.16202786192298 6.7921669930219641 3.1880792230367661 6160.9155075792223 leaf_count=42 24 47 86 19 179 35 24 87 23 33 712 28 93 18 57 23 24 22 44 25 36 23 29 51 2858 24 18 22333 internal_value=1.67549e-06 -0.000676055 0.00139286 0.00725587 -0.00122413 0.0041449 0.00137462 0.00344169 -0.0105153 -0.00189294 -0.00149175 -0.00884109 -0.000544256 -0.00881608 0.000434611 -0.0106968 -0.00604642 0.000492992 0.00801893 -0.015832 4.50424e-05 3.44441e-05 -0.0064806 4.54096e-05 5.34619e-05 0.00559592 -0.0152002 3.48271e-05 internal_weight=7430.64 446.88 165.5 51.0746 114.426 45.1872 89.792 76.4935 13.2985 281.38 273.212 31.2007 242.011 25.6086 216.403 24.6336 17.9676 13.3612 35.513 17.8395 6983.76 6974.75 11.7196 6963.03 6958.39 23.317 6.99011 6935.08 internal_count=27017 1621 586 184 402 165 313 266 47 1035 1002 122 880 111 769 89 66 50 130 72 25396 25360 71 25289 25266 75 42 25191 is_linear=0 shrinkage=0.03 Tree=1271 num_leaves=31 num_cat=0 split_feature=8 10 0 12 4 9 5 11 9 0 4 10 12 2 7 11 4 8 9 11 5 12 10 9 11 11 10 2 7 9 split_gain=0.261408 1.44064 4.6824 2.32914 1.12504 2.56572 2.6199 5.39753 2.61068 2.49079 2.9898 2.45235 2.2434 2.53058 2.45597 3.10552 3.07506 1.39155 1.0924 2.09831 1.7233 1.38799 1.33086 1.39119 1.12717 1.20356 1.10064 2.3879 2.22138 0.946719 threshold=4.5000000000000009 2.1666666666666674 200.00000000000003 3.5000000000000004 1.3150000000000006 4.9000000000000012 1.9250000000000003 1.1666666666666672 3.5000000000000004 200.00000000000003 0.77500000000000036 -1.1666666666666663 2.7000000000000006 0.70000000000000007 0.50000000000000011 -1.4999999999999996 1.4850000000000005 2.1000000000000005 8.9000000000000021 -0.33333333333333309 1.9100000000000006 3.3000000000000007 1.0000000180025095e-35 9.5000000000000018 3.1666666666666674 2.8333333333333339 0.33333333333333326 1.3 2.9000000000000004 9.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 5 6 8 -8 -1 10 -7 -11 14 -14 16 -16 -6 -15 24 20 -20 -22 23 -21 25 26 28 -28 -2 -24 right_child=18 2 3 -5 12 9 7 -9 -10 11 -12 -13 13 17 15 -17 -18 -19 19 22 21 -23 29 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00074462900181314329 0.00023432465390868225 0.029247692481926654 -0.015963364346470239 0.0077411190808246372 0.0025310241397778774 -0.017602577405707413 0.011558907466522678 -0.015370794441822861 -0.0027349839979305818 0.0065246456942101927 -0.0013838320239304288 0.00093687512146755324 -0.015028398773009793 0.011733430297910232 -0.0084832772976675894 0.003014644602071299 -0.017137827792144962 -0.00023345153296001499 0.011035489840059498 0.0066653916020927573 -0.018099842757913459 -0.0010619374634881114 0.010076228043086785 0.024167386120529818 0.010141815077702189 -0.012566645637975564 0.00044954819363328261 -0.0019103989597512949 -0.00853143717829811 -0.0050159412991034507 leaf_weight=273.46224212646484 2718.3653898825869 6.4947986304760006 5.8841669261455563 10.192947596311567 15.785889744758608 10.803388476371763 32.575905106961727 8.43235896527767 668.33333284407854 77.903868183493614 192.53774526715279 763.21471053361893 10.348138719797133 8.8530889898538572 21.968857645988464 561.44222902879119 13.082510784268377 718.70045490562916 6.4038841277360943 8.4962118119001442 6.5802480280399349 12.435867488384245 7.6639892458915693 7.877082183957099 9.4481632113456708 7.10732078552246 701.97198405489326 856.96263977047056 26.27018154412508 7.3075569495558739 leaf_count=916 9905 19 24 33 47 31 93 24 2122 228 565 2247 30 26 72 1902 41 2433 20 27 20 39 22 26 32 23 2275 3610 141 24 internal_value=-1.21296e-06 0.000196129 0.00774997 -0.000934638 0.000145646 -0.000301194 -0.00140142 0.00602146 -0.00172463 0.000734087 -0.00224552 0.00145441 0.000816564 -0.000297357 0.00215903 0.00258168 -0.00638246 -8.78349e-05 -0.00015451 0.00398013 -0.00242477 -0.00695765 0.00917436 0.0150855 -0.000208838 -0.000231525 -0.000211153 -0.000847739 0.000150423 0.0027098 internal_weight=7776.91 3400.02 22.5719 16.0771 3377.44 2027.26 982.804 41.0083 941.796 1044.46 203.341 841.119 1350.18 737.902 612.279 583.411 28.8684 727.554 4376.89 56.7648 25.42 19.0161 31.3448 16.3733 4320.13 4310.68 4303.57 1558.93 2744.64 14.9715 internal_count=27017 10853 76 57 10777 6226 3155 117 3038 3071 596 2475 4551 2489 2062 1974 88 2459 16164 178 79 59 99 53 15986 15954 15931 5885 10046 46 is_linear=0 shrinkage=0.03 Tree=1272 num_leaves=29 num_cat=0 split_feature=13 5 5 13 0 13 8 0 2 8 4 4 4 4 7 5 4 10 3 13 4 8 5 5 5 11 5 4 split_gain=0.268712 0.316748 2.20799 3.57806 2.13901 1.88882 1.48952 1.4363 1.41441 4.50556 4.87745 3.21472 7.23639 5.82373 2.69199 1.30637 5.27448 4.1564 8.78662 4.27414 1.42137 3.26549 3.12258 2.71163 3.46491 3.4585 1.0391 0.190251 threshold=6.1000000000000005 1.2550000000000006 1.2050000000000007 4.3000000000000016 725.00000000000011 1.5000000000000002 5.9000000000000012 475.00000000000006 1.9000000000000001 4.5000000000000009 1.9100000000000006 1.4750000000000008 1.3750000000000007 1.4850000000000005 1.1000000000000003 1.3050000000000006 2.2750000000000008 0.33333333333333326 1.3 4.1000000000000005 0.77500000000000036 1.9000000000000001 1.6100000000000005 1.4550000000000007 1.4750000000000008 0.33333333333333326 1.3450000000000006 2.5050000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 5 -4 -6 -5 11 14 -11 12 -1 -13 -10 16 17 19 -19 -3 23 22 -22 25 -25 -17 -23 -18 right_child=-2 15 3 7 6 -7 -8 -9 9 10 -12 13 -14 -15 -16 20 27 18 -20 -21 21 26 -24 24 -26 -27 -28 -29 leaf_value=-0.0003591492299077742 0.0054711579549834542 0.004249841225323004 0.0049888544655825404 -0.00014861259992332435 0.016973352950206883 -0.0037011117514984906 -0.00024599360306649644 0.016000869577316362 0.0046146631467562623 0.0088481306485198533 -0.00046218881119544316 -0.017275400513095934 0.0056249752913875442 -0.0014282101156250914 -0.0066660745230010861 0.026177143026653464 0.025949062248707234 0.0022371423206837427 -0.012239337612911445 -0.008937432692387939 -0.023679097763262616 -0.0014886087618751376 -0.00031977173320986663 -0.01832004292044925 0.0036779512709509913 0.0011265980279427724 8.6645641150695721e-05 0.01750088486771716 leaf_weight=1070.699486926198 8.0699256062507612 283.48800057172775 23.877574771642685 7.9707524776458767 8.0067082643508929 393.36360815167427 10.385876055806873 13.106423795223234 26.701263234019279 109.41738153994083 94.274364411830902 21.650429055094719 219.08492575585842 579.59367442131042 66.345331430435181 9.8827503025531787 6.5077527910470945 112.09590640664101 56.882782280445099 23.991823062300682 10.293117374181749 405.72613969445229 10.308250866830347 7.4769439101219168 46.654590651392937 9.9581842422485334 5299.98541694507 3.7999010533094406 leaf_count=2988 25 812 69 23 30 1119 50 38 81 360 395 60 604 1677 199 29 29 317 164 69 35 1165 38 23 163 30 16405 20 internal_value=-6.88355e-07 -5.63234e-06 -0.000281099 -0.00217837 -0.00276245 -0.00320381 0.00724998 0.00989362 0.000114969 0.00204059 0.00453905 -0.000187197 0.000657324 -0.00199886 -0.00342888 0.000110235 0.00160301 0.00114369 -0.00263603 0.00322087 -1.50404e-05 -6.84166e-05 -0.0119909 0.00411689 0.000639468 0.0136043 -2.53688e-05 0.0228347 internal_weight=8939.6 8931.53 2644.48 456.711 435.634 417.241 18.3926 21.0772 2187.77 296.738 203.692 1891.03 1289.78 601.244 93.0466 6287.05 486.766 476.459 168.979 307.48 5800.29 5726.31 20.6014 73.9725 54.1315 19.8409 5705.71 10.3077 internal_count=27017 26992 7693 1329 1268 1188 80 61 6364 1035 755 5329 3592 1737 280 19299 1411 1362 481 881 17888 17643 73 245 186 59 17570 49 is_linear=0 shrinkage=0.03 Tree=1273 num_leaves=15 num_cat=0 split_feature=5 5 5 11 10 5 13 2 4 5 10 5 4 5 split_gain=0.242744 0.632529 0.334866 2.966 2.06242 1.88898 2.14147 1.92476 1.74903 0.907861 1.77599 0.506749 1.30261 0.550849 threshold=3.1450000000000005 3.015000000000001 2.5050000000000012 1.0000000180025095e-35 -0.83333333333333315 2.6050000000000009 2.3000000000000007 0.90000000000000013 1.8050000000000004 2.475000000000001 1.0000000180025095e-35 2.4450000000000007 1.2350000000000005 2.4050000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 -4 6 -5 -7 -6 11 -11 13 -13 -1 right_child=-2 -3 3 5 8 7 -8 -9 -10 10 -12 12 -14 -15 leaf_value=2.3939093131602001e-06 -0.0053335161340830597 0.0097468731221124743 -0.024042980325757548 0.0082544301322229879 -0.009027338003180875 -0.0093403758045354918 -0.014348430552054245 0.010688888876459466 0.005497018016641991 -0.0031201523318454883 0.015452092720596597 0.0078992070907427086 -0.012081282120634296 0.0049779108004990589 leaf_weight=7273.8666266836226 7.6660508140921584 5.996814437210559 5.8899092264473429 6.3279159292578688 26.40551546216011 5.1405661627650252 9.3416334465146047 26.987716339528561 10.40103358030319 8.8140303306281584 9.7712331190705282 4.2893062084913245 9.3115812353789789 20.081485994160175 leaf_count=26295 33 25 34 32 142 28 50 114 43 38 33 20 44 86 internal_value=2.10662e-06 7.61722e-06 -2.57582e-07 -0.00181402 -0.00756053 0.00331918 -0.0052206 0.00748418 -0.00492295 2.21465e-05 0.00664424 5.30453e-06 -0.00578004 1.60924e-05 internal_weight=7430.29 7422.63 7416.63 90.4943 42.6965 47.7978 15.6695 32.1283 36.8065 7326.13 18.5853 7307.55 13.6009 7293.95 internal_count=27017 26984 26959 443 219 224 82 142 185 26516 71 26445 64 26381 is_linear=0 shrinkage=0.03 Tree=1274 num_leaves=31 num_cat=0 split_feature=12 4 5 5 10 8 12 11 5 7 4 4 4 2 10 11 11 12 4 4 5 0 10 5 0 6 13 3 4 12 split_gain=0.261075 1.45567 3.03501 6.69431 3.65358 3.03839 2.45198 2.27333 4.07089 1.64267 1.60905 1.44927 3.71386 3.52388 3.0002 3.41735 2.95315 2.8454 1.43569 2.51522 2.90442 2.48785 4.22099 4.01329 3.32096 3.09984 2.79465 2.38614 2.25095 2.05025 threshold=2.9000000000000008 1.8900000000000006 1.5950000000000004 1.5650000000000006 1.5000000000000004 6.5000000000000009 2.1000000000000005 -1.0000000180025095e-35 1.7950000000000002 3.3000000000000003 1.4250000000000005 1.6750000000000003 1.5350000000000008 1.9000000000000001 -1.1666666666666663 -1.8333333333333328 -1.0000000180025095e-35 1.5000000000000002 1.195000000000001 1.2050000000000007 1.8900000000000006 200.00000000000003 0.83333333333333337 1.8900000000000006 525.00000000000011 0.90000000000000013 1.5000000000000002 1.7000000000000004 1.0450000000000006 3.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 -3 8 -7 11 -11 12 13 -1 16 -16 -13 -14 21 20 -20 22 29 24 25 -23 -25 -26 -28 -2 right_child=18 2 5 -5 -6 7 -8 -9 -10 10 -12 14 17 -15 15 -17 -18 -19 19 -21 -22 23 -24 26 27 -27 28 -29 -30 -31 leaf_value=5.5835640650546647e-05 -5.5514671714058159e-05 0.0063310544711438332 -0.017303731468949386 0.035880484389720503 -0.023459659624120228 0.025815394804878371 -0.0032276671631987952 -0.013635699714601537 -0.010775975910177378 -0.0020966107170536452 -0.023839367807450593 0.0014811966408396044 0.0062565539183451774 0.009432239329677277 0.023215811792244648 0.00042115091990027988 0.017195360248632288 -0.003285279192022024 -0.0183604990180956 4.6851856513365321e-05 0.0034452223987245286 -0.0040902774057936762 0.012194980342703107 0.013182984194885823 0.011171349579687065 0.010477093877235956 -0.0066144069767049242 -0.0026693237734804354 0.0011492739702925134 -0.012184364256435166 leaf_weight=3811.9075008109212 21.071365043520927 32.852307479828596 22.672806985676289 4.3711816668510428 6.687957450747489 5.5604892522096652 91.202496545389295 7.4953114017844191 5.3877205848693848 7.6706732437014562 5.0998653769493103 21.865355033427477 30.042068175971508 36.418380722403526 6.0243396759033194 339.29504612088203 21.19811299815774 441.21418562904 14.152344509959223 2449.5427024066448 8.9893398582935315 14.957156822085379 12.409264922142027 11.995648860931395 14.352582387626169 108.61883316934109 55.360449485480785 51.207620427012444 85.547900430858135 30.992010802030563 leaf_count=12161 61 151 105 18 43 20 535 36 22 34 28 84 108 145 18 1313 88 1609 43 9221 26 46 36 36 47 316 170 150 255 92 internal_value=-1.22158e-06 -0.00013451 -0.00281154 -0.000639746 -0.00186074 -0.00994835 -0.000696318 -0.000906309 0.00780843 -3.45739e-05 -0.0107795 -5.4279e-06 -0.000163258 0.000144569 0.00174995 0.00081882 0.00921654 -0.002677 0.000225477 -4.61475e-05 -0.00989011 0.00187768 -0.00352796 0.00289661 0.00581845 0.00871392 -0.000717575 0.000360707 -0.00190094 -0.00727551 internal_weight=7776.16 4896.97 176.23 135.114 130.743 41.1163 124.055 18.4435 10.9482 4720.74 12.7705 4707.96 4319.58 3848.33 388.383 345.319 43.0635 471.256 2879.2 2472.68 23.1417 406.513 64.4726 342.04 189.136 123.576 152.904 65.5602 140.908 52.0634 internal_count=27017 16518 930 747 729 183 686 78 42 15588 62 15526 14023 12306 1503 1331 172 1717 10499 9290 69 1209 189 1020 559 362 461 197 425 153 is_linear=0 shrinkage=0.03 Tree=1275 num_leaves=18 num_cat=0 split_feature=4 5 4 5 5 13 8 10 11 4 12 5 5 8 3 5 3 split_gain=0.261821 0.709786 0.392074 0.277912 2.19382 2.56873 2.94244 1.62768 2.48184 1.44049 1.28029 2.13125 3.78035 2.60184 1.65497 4.24484 1.68271 threshold=2.975000000000001 1.7250000000000003 2.8750000000000004 1.2550000000000006 1.2250000000000008 4.3000000000000016 3.1000000000000005 -2.1666666666666656 0.50000000000000022 0.79500000000000026 2.1000000000000005 1.8300000000000005 1.8100000000000005 3.7000000000000006 0.70000000000000007 1.4150000000000007 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 7 6 -6 8 -1 -9 11 12 -5 -13 15 -12 -16 right_child=1 -3 -4 10 5 -7 -8 9 -10 -11 14 13 -14 -15 16 -17 -18 leaf_value=0.013053340940712777 0.0027638500660725272 -0.01076197880062593 0.0073290556920888577 0.0011079378212662157 -0.014495513171260681 0.010099804350815225 -0.00253891782752902 -0.0044843157143083434 -0.007353539963211044 7.5702956138552042e-05 -0.0021598774381890408 0.0051081670728909375 0.016606996869465079 -0.0064590350530628398 -0.002679114073063555 0.0089753541784693483 -6.9613249357250112e-05 leaf_weight=19.335102520883087 6.8763285875320417 7.0940351635217667 6.5746356397867194 1174.0263265222311 20.079911753535271 13.203588187694548 239.06104071438313 64.097923085093498 7.42281150817871 2283.2116502150893 62.551986247301102 23.616409704089165 14.336232736706732 67.587016105651855 233.60936986654997 60.719194754958153 4635.5153725016862 leaf_count=66 28 23 29 3368 58 38 700 193 25 6616 190 79 43 222 687 187 14465 internal_value=-7.13737e-07 -0.00410445 5.70991e-06 3.11134e-07 -0.000257502 -0.00280774 -0.00346539 3.50514e-05 0.00739235 -4.88174e-05 0.000109094 0.00095573 0.00129492 -0.0034638 -0.000107902 0.00332496 -0.000194811 internal_weight=8938.92 13.9704 8924.95 8918.37 2646.41 272.345 259.141 2374.07 26.7579 2347.31 6271.96 1279.57 1188.36 91.2034 4992.4 123.271 4869.12 internal_count=27017 51 26966 26937 7696 796 758 6900 91 6809 19241 3712 3411 301 15529 377 15152 is_linear=0 shrinkage=0.03 Tree=1276 num_leaves=31 num_cat=0 split_feature=0 13 3 13 2 5 5 3 5 11 9 0 9 7 12 2 8 3 13 9 9 5 3 11 11 5 12 9 8 2 split_gain=0.241053 1.97366 2.66034 3.19513 3.87776 2.76385 2.72718 3.34882 3.12254 2.58877 2.28158 2.18988 2.38655 2.15931 2.14263 3.25757 2.46887 2.26782 1.87929 2.8369 4.84569 2.96744 3.02025 2.60113 5.97221 5.34535 4.61665 3.34723 3.25345 2.99953 threshold=475.00000000000006 3.1000000000000005 0.50000000000000011 4.1000000000000005 2.3000000000000003 1.5250000000000006 1.0350000000000008 0.70000000000000007 1.3050000000000006 1.5000000000000004 5.1000000000000005 200.00000000000003 5.3000000000000016 1.7000000000000004 4.9000000000000012 2.7000000000000006 4.9000000000000012 0.50000000000000011 2.9000000000000008 4.1000000000000005 3.1000000000000005 1.1750000000000005 2.1000000000000005 -0.33333333333333331 -0.66666666666666619 2.1050000000000009 2.5000000000000004 4.3000000000000016 4.5000000000000009 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 11 4 9 -6 7 -5 -8 -4 14 12 13 -3 15 17 -17 -1 19 20 21 -2 -23 24 29 -26 27 -25 -28 -21 right_child=18 2 3 6 5 -7 8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 23 -22 22 -24 26 25 -27 28 -29 -30 -31 leaf_value=0.0061449907926647007 0.0067935746840714819 0.0078050134298534067 -0.0017189965386606887 -0.0063369759353068779 -0.0060241872920467378 -0.026028914497792158 -0.0047514043149855731 0.01707701741652691 0.0040500512310468074 0.0061140328407114451 -0.00067970068357795703 -0.010723835575636467 0.013808894727969369 -0.01364581442468325 0.013380581369566867 0.0057905903411212822 -0.01791644504950269 0.000876737496207435 0.00093484280299044667 -0.0011180002300730412 -0.0039938846106270694 -0.0037293321900097845 0.014060454993202944 0.013539517200828913 -0.0094718680707152596 0.011311930436858148 -0.0031548982204726607 0.0029954757699364822 0.001145206694689249 0.0046531195323165414 leaf_weight=78.233551673591137 70.647682558745146 6.6298685967922273 713.1311290115118 7.3818742781877544 18.718245554715399 9.3059154078364354 54.527832932770252 21.539608269929886 108.39203996956348 40.108879789710045 1184.1513957623392 46.424793668091297 7.9765978157520285 11.636124476790426 12.724644586443899 5.5228563770651844 13.913537219166754 1225.5048537664115 1645.0494288504124 371.92643465101719 401.10977465845644 71.886162757873535 9.7544979080557805 29.498080395162106 108.24585760198534 12.414276175200937 239.40871924161911 332.82057420164347 467.7245219964534 103.64080025069416 leaf_count=278 270 23 2500 26 86 38 193 75 383 135 4295 175 28 44 53 22 77 4218 5939 1384 1517 254 33 100 416 50 879 1179 1887 460 internal_value=2.29135e-06 -0.00017559 -0.00127122 -0.000857733 -0.00170957 -0.0126671 0.00261134 0.0111009 0.00110428 -0.0013019 0.000279076 -0.00680831 0.000118503 -0.00585997 0.00112894 0.00101112 -0.0111801 0.00119287 0.00016644 -0.000403193 -0.00226414 0.00229181 -0.00160379 0.00021508 -0.00137267 -0.0073335 0.00110026 0.00385392 -0.000310647 0.000139705 internal_weight=7429.95 3565.82 1045.77 973.106 781.264 28.0242 191.841 28.9215 162.92 753.24 2520.05 72.6674 26.2426 18.266 1335.9 1323.17 19.4364 1303.74 3864.13 2219.08 553.398 152.288 81.6407 1665.68 596.227 120.66 1069.45 362.319 707.133 475.567 internal_count=27017 12649 3706 3436 2759 124 677 101 576 2635 8943 270 95 67 4648 4595 99 4496 14368 8429 2074 557 287 6355 2310 466 4045 1279 2766 1844 is_linear=0 shrinkage=0.03 Tree=1277 num_leaves=31 num_cat=0 split_feature=4 8 4 8 12 6 7 8 4 4 12 0 0 13 8 10 4 12 5 0 5 4 9 9 12 7 2 11 3 4 split_gain=0.264792 1.83753 1.56678 1.52843 2.72857 2.33913 3.40254 1.96736 1.76213 3.17446 1.70943 1.42792 1.7178 1.34156 3.65743 3.18308 2.78582 3.40253 2.58671 2.30443 1.54657 2.88373 2.59113 3.64597 1.80687 2.1964 1.68349 2.03091 1.28971 1.625 threshold=1.3350000000000006 7.7000000000000002 1.2250000000000005 6.9000000000000012 1.7000000000000004 0.90000000000000013 1.7000000000000004 6.3000000000000016 1.2350000000000005 1.1750000000000005 2.9000000000000008 725.00000000000011 925.00000000000011 3.9000000000000008 3.5000000000000004 -0.49999999999999994 1.3450000000000006 1.7000000000000004 1.0250000000000006 525.00000000000011 0.82000000000000028 1.6750000000000003 4.1000000000000005 2.9000000000000004 2.5000000000000004 1.3 0.3000000000000001 1.0000000180025095e-35 1.5000000000000002 1.445000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 7 -5 -6 -7 11 9 -9 -10 -1 -13 20 15 -15 -16 18 -18 -19 21 24 23 -23 25 -2 27 -22 29 -17 right_child=13 2 -4 4 5 6 -8 8 10 -11 -12 12 -14 14 16 28 17 19 -20 -21 26 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-5.3721808143599345e-05 -0.024769879379209544 -0.0017594707276718277 -0.020640440423017641 0.017828731146091317 0.016413917088997899 -0.0088061955183643473 0.014887627466740804 -0.0059378669024219713 -0.0056133643394302348 0.0085062842525185228 -0.019778576027206639 -0.016822085870058252 0.0036979433781183591 0.0058115418066499976 0.018885920106486511 0.003092142765902136 0.026725495571748352 0.0030145208794689314 0.0062211212550207558 -0.0035525131819385768 -0.00079235587303140944 -0.013929403498987246 -0.012937258590933828 0.023546305359723234 0.0023458496583484765 -0.0058869982322959542 2.1387739940196009e-05 0.019481046657708279 -0.022302505244671051 -0.016650957869758006 leaf_weight=3296.855915851891 11.11506705358625 8.6884488761425001 7.2613014578819266 11.622942268848417 7.1775439679622641 21.301511287689213 7.3323855549097052 40.825241714715958 31.065099433064461 20.605637788772583 10.180004388093947 9.7966606989502889 5.8726035356521598 11.584499821066855 9.6263225227594358 6.6878314316272762 8.3577690869569796 212.89751914143562 16.408398151397705 62.124658139422536 8.9588620662689227 3.3020798014476913 5.2407322302460662 7.989748727530241 6.7795314341783515 11.060740288347004 3888.5707109756768 8.8306041210889799 9.010135278105734 8.5472198277711851 leaf_count=10234 53 28 25 37 24 67 24 129 111 66 32 41 26 38 31 23 32 780 57 253 27 29 38 46 39 56 14584 27 28 32 internal_value=-1.36898e-06 -0.000195945 -0.0103552 -0.000149149 0.00519898 0.00109988 -0.00273883 -0.00022343 -0.00431321 -0.00109289 -0.00910958 -9.66624e-05 -0.00913149 0.000156145 0.00194954 -0.00712438 0.00300028 0.00249019 0.0131407 0.0015311 -5.31086e-07 -0.0055003 0.00449612 0.0125872 -0.0112079 -0.0153516 6.35114e-05 0.00927126 -0.0133052 -0.0079842 internal_weight=7775.68 3478.59 15.9498 3462.64 47.4344 35.8114 28.6339 3415.2 102.676 61.4309 41.2451 3312.53 15.6693 4297.09 345.244 35.8297 309.415 299.788 24.7662 275.022 3951.85 45.4879 16.5326 11.2918 28.9553 22.1758 3906.36 17.7895 24.2452 15.2351 internal_count=27017 10844 53 10791 152 115 91 10639 338 195 143 10301 67 16173 1274 121 1153 1122 89 1033 14899 261 113 75 148 109 14638 54 83 55 is_linear=0 shrinkage=0.03 Tree=1278 num_leaves=16 num_cat=0 split_feature=13 6 3 9 12 5 10 12 4 9 12 10 0 4 6 split_gain=0.258917 0.309691 1.41902 0.31089 1.95418 2.24582 3.56036 1.81386 1.77153 0.527872 2.03941 1.68548 0.377948 2.30393 1.62129 threshold=6.1000000000000005 3.5000000000000004 1.3 2.1000000000000005 1.9000000000000001 0.98000000000000043 -0.33333333333333331 2.1000000000000005 1.5550000000000008 2.3000000000000003 1.7000000000000004 0.33333333333333326 525.00000000000011 1.2750000000000006 3.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 -1 -6 -9 10 -5 -12 14 -14 -11 right_child=-2 2 -4 9 7 -7 -8 8 -10 12 11 -13 13 -15 -16 leaf_value=0.017551920671666717 0.0053742511493112301 -0.014597471257566295 0.0053172529564799219 -0.015362938958755547 0.020372944937830179 -0.018793016809876481 -0.012264041342645325 0.0068202584409027094 -0.0065301127090993342 -0.00014378406991754898 0.0042070147926823826 -0.0077442798325659708 0.0015559391682104708 -0.00031560539445571608 0.013740876642558174 leaf_weight=6.6529107391834268 8.0594294369220716 6.4491770416498166 6.4316480681300163 9.7840199023485166 6.2234230935573569 7.5287672877311698 7.8663062453269967 31.909197300672531 12.430242516100405 6102.167099069804 28.405243039131165 16.962259218096733 882.66827301681042 1797.5818912666291 7.5782841295003882 leaf_count=20 25 24 23 28 18 22 22 98 43 18200 86 50 2678 5654 26 internal_value=-4.422e-07 -5.29258e-06 -0.00465366 1.42153e-06 0.00195643 -0.00549663 0.00139805 0.00520634 0.00307758 -1.46273e-05 -0.00294045 -0.000261403 3.73031e-06 0.000300737 -0.000126562 internal_weight=8938.7 8930.64 12.8808 8917.76 72.6108 22.048 14.5192 50.5629 44.3394 8845.15 55.1515 45.3675 8790 2680.25 6109.75 internal_count=27017 26992 47 26945 223 64 42 159 141 26722 164 136 26558 8332 18226 is_linear=0 shrinkage=0.03 Tree=1279 num_leaves=31 num_cat=0 split_feature=5 12 12 3 4 11 4 10 7 0 12 8 4 4 10 5 4 13 11 10 10 4 6 5 11 13 9 9 7 0 split_gain=0.235977 2.81926 2.07733 2.55381 3.28704 2.93303 2.24899 2.02224 1.76123 2.10562 2.6669 1.68166 2.62196 1.62723 1.67427 3.41544 2.60582 1.85319 1.59176 1.43275 1.34219 1.26743 1.31809 1.07936 3.30341 5.08143 3.84878 3.10492 2.77974 4.19848 threshold=2.2750000000000008 3.5000000000000004 3.9000000000000008 2.3000000000000003 1.3550000000000006 1.0000000180025095e-35 1.4150000000000007 0.33333333333333326 1.1000000000000003 350.00000000000006 4.9000000000000012 5.3000000000000016 1.5450000000000006 1.8550000000000004 1.0000000180025095e-35 2.3850000000000011 1.1550000000000007 2.1000000000000005 1.0000000180025095e-35 1.5000000000000004 0.83333333333333337 1.6000000000000008 1.9000000000000001 2.1550000000000011 -0.33333333333333309 3.3000000000000007 5.7000000000000002 7.1000000000000005 0.90000000000000013 350.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 13 3 6 5 -5 -3 -8 11 20 -11 19 -13 14 21 17 -17 -16 -6 -4 -10 22 -2 -1 25 26 -25 -28 -26 -30 right_child=1 2 8 4 18 -7 7 -9 9 10 -12 12 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 24 28 -27 27 -29 29 -31 leaf_value=-2.4929385667733424e-05 -0.0058405205508585516 0.014388748323847348 -0.00045148176527604023 0.017732643815611938 0.010433177111079533 -0.0093388900148879579 -0.019109502293565065 0.0050804112915052452 -0.0031263194329975083 -0.016487082423206657 0.0014660879510344144 0.020325705715683692 0.0021363023777158643 0.0079704989872140981 0.002779622097855317 0.024950662423172718 -0.00035138463834770396 -0.021511970235236259 0.030014721541397102 -0.018257637531843056 0.016438961139557871 -0.024030738433181049 -0.019737155643506931 0.015239011728354327 -0.0066284965162796321 0.025334203047901401 -0.0095688342831237744 0.0074397759717872818 -0.010605222595957472 0.0069893398494511039 leaf_weight=6981.2288805060089 29.765916235744953 5.1186628192663219 45.467231336981058 6.1303753778338459 6.5245706737041465 8.7330081611871702 7.5395397841930372 5.2944915592670441 8.1461688503622991 19.886508926749233 11.904536340385674 9.1292697563767415 32.606388587504625 7.2939205244183531 4.2443613111972835 5.1512663960456875 12.682453110814093 8.4611512422561628 8.7422599047422391 4.4665181115269652 5.150990977883338 5.5817034766077986 7.7401921302080146 17.994199879467487 44.925923496484756 11.899792268872259 20.487758792936802 18.276433646678925 15.834690712392328 53.266047738492489 leaf_count=25176 146 19 215 27 26 36 30 20 39 89 50 35 134 26 18 20 54 37 30 22 18 30 44 61 179 38 77 69 58 194 internal_value=2.07442e-06 -0.000875736 0.00116871 0.0065323 0.0118691 0.00182671 -0.00242457 -0.00913031 -0.000717092 -0.00557148 -0.0097643 0.00167057 0.00611506 -0.00554567 -0.00688466 -0.00151108 0.00695711 -0.0133972 0.0216462 -0.00204422 0.00445279 -0.0106933 -0.00870839 3.46388e-05 0.00231101 0.00750987 0.00377288 -0.00154966 -0.000819346 0.00295748 internal_weight=7429.68 265.761 184.841 48.0829 30.1302 14.8634 17.9527 12.834 136.758 45.0882 31.791 91.6694 41.7357 80.921 73.627 30.5392 17.8337 12.7055 15.2668 49.9337 13.2972 43.0878 37.5061 7163.91 182.685 68.6582 56.7584 38.7642 114.027 69.1007 internal_count=27017 1165 790 188 119 63 69 50 602 196 139 406 169 375 349 129 74 55 56 237 57 220 190 25852 676 245 207 146 431 252 is_linear=0 shrinkage=0.03 Tree=1280 num_leaves=31 num_cat=0 split_feature=0 8 7 4 8 11 2 10 13 9 12 11 8 10 10 0 9 11 11 5 5 11 11 11 3 2 10 5 13 9 split_gain=0.267092 1.25462 1.23055 3.03245 2.52142 2.53014 2.39668 1.85099 2.85024 2.80777 2.74625 2.62319 4.56797 3.34787 1.54826 1.05334 2.26489 3.25119 2.19857 2.81819 5.01296 2.39296 2.18655 1.43148 1.84206 1.83305 1.97112 1.50216 1.24361 1.22244 threshold=575.00000000000011 2.1000000000000005 0.50000000000000011 2.0050000000000012 5.7000000000000002 0.50000000000000022 0.90000000000000013 1.0000000180025095e-35 4.3000000000000016 3.9000000000000004 3.9000000000000008 0.83333333333333337 3.1000000000000005 -1.1666666666666663 0.83333333333333337 525.00000000000011 2.3000000000000003 0.33333333333333326 2.1666666666666674 2.0650000000000008 2.1750000000000012 1.1666666666666672 2.5000000000000004 1.0000000000000002 0.90000000000000013 2.7000000000000006 -0.33333333333333331 1.6600000000000006 0.70000000000000018 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 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 11 10 -10 -9 13 -13 -4 -5 23 17 -17 19 21 -21 -18 -20 28 -25 26 -26 -27 -1 -30 right_child=1 2 7 14 5 -7 -8 8 9 -11 -12 12 -14 -15 -16 16 18 -19 22 20 -22 -23 -24 24 25 27 -28 -29 29 -31 leaf_value=0.013297955628855433 -0.012359826981068371 0.0045660679979468623 0.0033194584524358162 -0.024169633490368554 0.011772361267707684 -0.010086522840772156 -0.0092428732015645502 0.0038560503844140715 0.0085967280247732057 -0.014454533884303102 -0.002160550015729621 0.024607032549523945 0.0020517807492486744 -0.0023668332495907153 -0.0006796567090982873 -0.0030300027360415861 -0.0019268649802940546 0.025738229426460309 -0.024336969283451963 0.018733230996676748 0.00014064638860289514 0.0035167192444070941 -0.00030165802828221029 -0.0097961620065933619 0.001005347951060867 -0.0023404750351968587 -0.0026262326325518573 0.016193240678376974 -0.0054177018901422616 0.0002745423627926166 leaf_weight=6.5677794963121405 6.8992716223001471 16.916975572705269 118.1958873430267 8.2845055945217592 20.546863123774532 6.2049475610256186 34.140284806489944 361.9434696957469 6.610826343297961 16.947242490947247 84.152809423394501 8.6293204426765424 127.20031626708806 440.40592255908996 3.6326868534088126 7.2849558740854246 809.39863928034902 6.8694905042648315 7.2837241291999799 17.49021115899086 51.426521055400372 79.848919346928596 6.3992619216442108 22.072936587035656 216.31737893819809 6.4931595958769348 355.69759158790112 9.9930209815502149 34.193016611039639 4877.4203358981758 leaf_count=20 24 52 539 51 68 22 114 1464 25 61 425 27 499 1766 20 32 2738 22 23 49 160 261 22 91 698 36 1158 36 153 16361 internal_value=-1.47381e-06 0.000398222 0.000468425 -0.0029168 -0.000758414 0.0067023 -0.00466751 0.000729354 0.002184 -0.00798593 0.00272106 -0.000254441 0.00348473 -0.00116366 -0.0170092 -7.88215e-05 -0.000982122 0.0109319 -0.00115564 -0.000985128 0.00485921 -0.00143806 -0.0130961 8.22736e-05 -0.00128777 -0.000968644 -0.00125289 0.00889365 0.000252359 0.000234915 internal_weight=7775.47 1260.71 1253.81 89.7263 77.8091 26.7518 51.0573 1164.09 469.654 23.5581 446.096 694.431 135.83 558.602 11.9172 6514.76 986.002 14.1544 971.847 958.164 68.9167 889.248 13.683 5528.76 610.574 588.501 572.015 16.4862 4918.18 4911.61 internal_count=27017 5157 5133 327 256 90 166 4806 1975 86 1889 2831 526 2305 71 21860 3307 54 3253 3208 209 2999 45 18553 2019 1928 1856 72 16534 16514 is_linear=0 shrinkage=0.03 Tree=1281 num_leaves=29 num_cat=0 split_feature=12 2 4 3 10 4 4 2 5 5 0 2 0 10 9 5 5 5 6 6 11 2 7 11 11 5 0 7 split_gain=0.261877 1.39382 1.81373 1.93586 1.31832 1.2465 2.00018 1.12694 3.90494 4.65967 4.38773 3.12549 2.61115 1.4872 1.57215 1.44247 2.17939 1.65993 1.06323 1.91564 2.80107 1.09427 0.941577 2.21141 1.70904 0.909436 0.681426 0.20066 threshold=2.5000000000000004 0.50000000000000011 1.2150000000000005 2.7000000000000006 -2.4999999999999991 1.0550000000000004 0.94500000000000017 1.7000000000000004 1.3150000000000006 0.78500000000000025 200.00000000000003 1.9000000000000001 475.00000000000006 1.8333333333333339 4.3000000000000016 1.9250000000000003 1.9350000000000005 1.8750000000000002 3.3000000000000003 2.9000000000000004 -0.33333333333333331 1.5000000000000002 1.1000000000000003 1.1666666666666672 0.83333333333333337 1.5750000000000008 350.00000000000006 1.1000000000000003 decision_type=2 2 2 2 2 2 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 5 -1 6 -2 13 9 -9 -10 -11 -12 15 -15 17 -17 -6 19 22 25 -22 23 -3 -24 -21 -4 -28 right_child=1 18 26 -5 7 -7 -8 8 10 11 12 -13 -14 14 -16 16 -18 -19 -20 20 21 -23 24 -25 -26 -27 27 -29 leaf_value=-0.010944697259197757 0.0092620795354920165 -0.00076995329410827103 -0.0056187934497876164 -0.017443504036000826 1.7124232773809533e-05 0.012422301075357866 -0.014071418823876856 0.014754896997218927 -0.012186439418591648 -0.011743233373719488 0.024034719033260255 0.0025442400250904776 0.0041364628153205902 -0.017491740952778695 -0.00098058295149253084 -0.019826796729330659 -0.0022080088360886211 0.0057291353878761277 0.0097508252593262734 0.012009604209651916 -0.02043107343755101 -0.0055916750202474703 0.00095147132449416175 0.0021493033041337043 -0.00079275446314379448 -0.0043839549731934995 -0.015369165023614918 -0.025041239608841918 leaf_weight=10.202436357736586 6.4603807181119972 1505.3086645416915 4.3142644036561233 5.239782875403761 3843.7201500162482 7.8287711516022673 6.7725044339895248 8.5394531115889531 9.0081090033054334 61.919966802000999 10.059740722179415 17.724548995494843 14.476697683334349 9.0061028003692645 12.249409213662146 6.6494892239570609 126.99863159656525 46.340399518609047 10.462352231144903 6.174475699663164 11.305823892354967 7.3993876427412024 2248.0444203428924 276.43098727241158 652.27632857486606 6.0100066252052784 3.6429531425237656 4.1066927462816238 leaf_count=29 25 4950 21 39 10950 29 26 32 25 183 28 57 43 25 35 23 449 139 33 18 50 28 6821 934 1961 23 22 19 internal_value=-5.09552e-07 0.000151572 -0.00554349 -0.00112583 -0.000173886 0.00293373 -0.00267985 -0.000147513 -0.00299156 -0.00630553 0.00572041 -0.00856362 0.0122946 -6.19251e-05 -0.00797647 -2.0116e-05 -0.00308461 8.51686e-05 0.000197829 0.000176622 -0.00726973 -0.0145609 0.000225749 -0.00031704 0.000559198 0.00392347 -0.0151747 -0.0204946 internal_weight=8938.67 4761.78 38.3653 26.3014 4176.9 21.0617 13.2329 4166.69 121.729 88.184 33.5445 79.6445 24.5364 4044.96 21.2555 4023.71 133.648 3890.06 4723.41 4712.95 30.8897 18.7052 4682.06 1781.74 2900.32 12.1845 12.0639 7.74965 internal_count=27017 14999 181 119 12018 80 51 11989 368 272 96 240 71 11621 60 11561 472 11089 14818 14785 119 78 14666 5884 8782 41 62 41 is_linear=0 shrinkage=0.03 Tree=1282 num_leaves=31 num_cat=0 split_feature=8 4 0 4 11 3 6 4 5 9 4 3 12 7 8 11 8 5 5 11 4 11 2 9 2 0 11 7 5 4 split_gain=0.236609 1.26457 1.4523 2.25853 2.58506 3.50745 2.6369 2.49646 2.65463 2.23059 3.83473 6.85291 3.1087 1.84851 4.87704 2.38664 0.880287 2.74471 2.02912 3.10066 3.5387 2.22974 2.98746 2.53696 2.1462 1.88901 1.75508 0.844331 2.65758 5.48529 threshold=6.3000000000000016 0.97000000000000031 475.00000000000006 1.5850000000000006 0.83333333333333337 2.9000000000000004 1.7000000000000004 1.5650000000000008 1.5350000000000008 4.3000000000000016 1.4150000000000007 1.3 1.7000000000000004 2.1000000000000005 7.3000000000000016 0.50000000000000022 5.9000000000000012 0.94500000000000017 1.1450000000000007 -0.33333333333333331 1.7550000000000003 0.50000000000000022 1.5000000000000002 5.1000000000000005 1.7000000000000004 475.00000000000006 0.33333333333333326 1.5000000000000002 1.2350000000000008 1.3850000000000007 decision_type=2 2 2 2 2 2 2 2 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 9 7 6 -6 -5 8 -4 10 11 -3 -12 15 -15 -11 27 25 19 20 -19 23 -23 -20 -21 -18 -27 -1 29 -29 right_child=1 2 3 4 5 -7 -8 -9 -10 13 12 -13 -14 14 -16 -17 17 18 21 24 -22 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.00024170574931752444 -0.012673722643456021 0.00025119650839768812 -0.00054988092189154388 -0.00065456671752098954 0.0054253860474328137 -0.020298293586912732 -0.0083504397108461158 0.018826862249924303 0.0071951484793590396 -0.0016823691126330615 0.016129874637619779 0.026093687461221329 -0.0028977742348101042 -0.0036296868860412703 0.023262387399661709 -0.0072231682118973524 0.002475071656156179 0.010222036767758765 0.0061252732597573403 -0.014200009813940866 -0.015393773292576325 -0.005771865413722951 0.0033165559922640497 0.00037520005038480994 0.0055790346250590506 0.027404928113225795 0.0054055342388648359 0.00013027205251255305 0.00021896272814272798 -0.005357833736101561 leaf_weight=3725.1052929162979 7.5153656750917426 25.837049782276154 94.261465340852737 257.71921551413834 83.852115530520678 5.0583303943276396 47.447148520499468 9.1490000784397107 68.972829774022102 216.97095426917076 8.3918671384453756 14.372640073299406 97.642288237810135 20.181421689689163 8.6799052804708463 103.26501025259495 12.91091324388981 18.392289012670521 127.94107545912266 26.819215029478073 6.5937362238764754 72.955677270889282 58.775772038847208 150.04598754644394 6.0515279024839392 8.0725636556744558 5.4788870960474005 413.12173475325108 1456.0789148434997 271.70697662234306 leaf_count=13081 34 90 346 1269 359 25 210 33 249 855 33 45 412 83 43 421 48 65 459 101 33 268 227 544 31 32 22 1417 5082 1100 internal_value=1.85475e-06 -0.000411039 -0.000324244 0.000713271 -0.000539601 0.0039619 -0.00185112 0.0035774 0.00272269 -0.00151072 0.00159966 0.00948839 -0.00139187 -0.00281372 0.00445798 -0.00346908 7.12747e-05 0.00128745 0.000755487 -0.00450366 0.0034621 0.00149814 -0.00171681 0.00302162 -0.0105587 0.0106869 0.0185105 -3.11517e-05 -0.000505914 -0.00204714 internal_weight=7429.37 1069.32 1061.8 566.46 394.077 88.9104 305.166 172.383 163.234 495.341 146.244 40.2097 106.034 349.097 28.8613 320.236 6360.05 494.038 467.575 57.8568 24.986 409.719 131.731 277.987 32.8707 26.4624 13.5515 5866.01 2140.91 684.829 internal_count=27017 4507 4473 2491 1863 384 1479 628 595 1982 580 135 445 1402 126 1276 22510 1830 1728 230 98 1498 495 1003 132 102 54 20680 7599 2517 is_linear=0 shrinkage=0.03 Tree=1283 num_leaves=31 num_cat=0 split_feature=10 7 8 10 4 4 4 6 5 5 9 7 11 2 7 8 4 4 4 12 8 5 4 8 9 3 7 13 4 5 split_gain=0.270195 1.87202 1.93317 3.19735 3.08004 6.59509 4.02495 2.04207 1.91842 5.06495 6.06336 3.16376 2.58015 3.03836 2.49403 1.03061 2.13392 4.67429 2.14533 6.24194 3.00074 2.49467 2.22094 1.51231 1.7091 5.06679 2.96088 1.69999 1.65189 4.13633 threshold=-0.99999999999999978 3.1000000000000005 6.1000000000000005 -2.1666666666666656 1.3750000000000007 1.3350000000000006 1.5250000000000006 0.70000000000000007 1.5050000000000006 1.4250000000000007 3.5000000000000004 2.3000000000000003 -1.8333333333333328 1.1000000000000003 2.5000000000000004 8.1000000000000014 1.5350000000000008 1.4050000000000007 1.8450000000000004 2.1000000000000005 8.5000000000000018 2.0750000000000011 1.7300000000000004 5.9000000000000012 3.7000000000000006 0.50000000000000011 2.5000000000000004 5.1000000000000005 2.495000000000001 1.7250000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 7 5 -5 -6 -4 9 11 -11 -1 13 -10 -14 23 17 -17 20 -20 -18 -21 -22 28 25 -25 -27 -26 -2 -30 right_child=15 -3 3 4 6 -7 -8 -9 12 10 -12 -13 14 -15 -16 16 18 -19 19 21 22 -23 -24 24 27 26 -28 -29 29 -31 leaf_value=-0.00039119836659110794 0.00022789411017294794 0.015035888786702721 0.0066244515828266471 0.0041343098404576549 -0.0075511774218850079 0.0330850218534572 0.0032813680557593535 -0.013882361808063137 -0.0047087893525805417 -0.019422442655134233 0.0087480184723739279 -0.010088450310459058 -0.0029935692107382751 0.018368421674297437 0.011040884854848134 -0.0054082657736406739 -0.017563597035463729 0.027005910197283593 0.036399046273749985 0.0044084166063563688 0.014732872137372505 -0.011754939988658177 -0.0099413941981203475 -0.018522493558690619 -0.0015212434049675693 0.0024248301808402878 0.021544973393654729 0.014107856404122307 0.032942778588201375 -0.0057468620951238846 leaf_weight=449.15274636633694 5130.4522702693939 7.0556819699704638 5.8160750940442112 34.534335374832153 37.883719369769096 8.9086937308311445 166.75164323113859 17.581887719221413 9.2568127065897006 7.4628078192472449 87.528094314038754 32.468292765319347 515.78327581658959 11.530700474977492 11.653518721461294 7.0440049618482616 11.408654905855657 9.2773877531290037 4.9763508811593047 45.175475825555623 7.1698594614863378 10.612880412489174 6.0564922541379929 10.105024626478551 971.46765731275082 133.95309158507735 7.7086857706308356 6.3041958734393111 4.6936648115515691 5.2897618375718594 leaf_count=1698 16903 30 29 112 128 28 751 100 27 28 297 146 1604 35 43 23 45 30 18 289 25 49 21 54 3745 633 44 23 32 27 internal_value=-1.18646e-06 -0.00037802 -0.000455908 0.00181628 0.00281615 0.0100711 0.00127596 -0.00878495 -0.00100429 0.000203757 0.00653485 -0.00104493 -0.0022749 0.00809199 -0.00268348 8.18112e-05 0.00307731 0.0130166 0.00117774 0.00420529 -0.00629001 0.00133359 0.00343425 3.32137e-05 -0.000960723 0.00200127 0.00346527 -0.00142047 0.000251617 0.0124429 internal_weight=7775.06 1403.37 1396.31 271.476 248.078 43.443 204.635 23.398 1124.84 576.612 94.9909 481.621 548.224 20.7875 527.437 6371.7 101.721 16.3214 85.3997 60.7647 24.635 55.7884 13.2264 6269.97 1129.54 151.767 141.662 977.772 5140.44 9.98343 internal_count=27017 5056 5026 1148 1019 140 879 129 3878 2169 325 1844 1709 62 1647 21961 500 53 447 356 91 338 46 21461 4499 731 677 3768 16962 59 is_linear=0 shrinkage=0.03 Tree=1284 num_leaves=31 num_cat=0 split_feature=11 8 5 5 10 12 2 7 4 10 10 5 5 11 9 2 11 7 5 4 4 5 10 10 13 2 11 9 6 5 split_gain=0.260821 2.10001 3.37345 4.02245 2.57649 2.93345 1.92256 1.86621 2.04852 1.88681 1.54685 1.54521 4.69149 3.5442 2.51927 2.45644 2.16676 1.69162 4.3157 1.94157 6.38137 2.56247 1.75877 1.42535 1.264 1.17218 0.54922 2.95932 4.53783 3.67148 threshold=-1.4999999999999996 3.9000000000000004 1.5350000000000008 1.2950000000000006 -0.49999999999999994 2.5000000000000004 0.90000000000000013 1.3 1.3050000000000008 0.33333333333333326 -0.33333333333333309 1.3450000000000006 1.2150000000000005 -1.8333333333333328 5.3000000000000016 1.3 -1.8333333333333328 1.1000000000000003 1.3850000000000005 1.3150000000000006 1.3950000000000007 1.8900000000000006 0.50000000000000022 1.0000000180025095e-35 3.1000000000000005 1.3 -1.1666666666666663 5.3000000000000016 0.50000000000000011 1.2250000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 -6 -1 9 23 10 -4 12 13 25 16 -15 -14 18 -13 21 -21 -19 -20 -9 -8 -3 27 29 -29 -2 right_child=26 11 7 4 5 -7 24 8 -10 -11 -12 17 14 15 -16 -17 -18 19 22 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.009291850678836585 -0.0036886726663502814 -0.018268378274501486 0.0027473519517253334 0.032935205804983984 0.023439034529744295 -6.8167958632945282e-05 0.00084094434759439353 -0.021988828758867401 0.0046860179222829165 -0.0077356585829559772 0.021231423987033156 0.022920255197351878 -0.0068409587978248282 0.00084525941858356777 0.00084394997144089006 0.018414464381603449 -0.024469449837309466 0.0012401792705718545 -0.0064244003786782669 0.027715376852952361 0.0025556478479090354 -0.019001660790329767 0.0028930657436207238 -0.0030828324333386438 0.017111647460930534 -0.0023364828105544365 1.8637411285978617e-05 -0.02278923923625157 -0.0028489563507979689 0.0038389713440231421 leaf_weight=9.5751241743564623 93.62976410984993 6.6836944818496731 10.50928353518248 7.4224159121513393 9.9156711697578448 9.2204302549362165 10.718214243650438 8.6647094786167163 8.0003106445074064 7.9882525093853465 6.6549900323152551 5.786806881427764 10.748239412903784 16.053713396191601 9.6327061206102353 12.931307055056093 15.078297406435015 26.714060246944427 64.862541286274791 10.227856472134588 80.343996547162533 7.1311192587018004 25.36216926574707 6.1265271604061118 7.1728101670742026 10.991080418229101 8113.6187727395445 10.973497562110422 160.52969111315906 154.59585373476148 leaf_count=29 269 19 42 21 29 28 31 29 26 33 24 17 31 45 28 40 42 79 230 31 242 29 88 22 20 33 24450 34 514 462 internal_value=-8.18981e-07 0.000743514 0.0044668 0.00960719 0.0179319 0.0121125 0.0015576 -0.00132552 -0.00754333 0.00430864 0.00991406 -0.000511361 -0.00402397 0.00222701 -0.0122495 0.00868354 -0.017133 0.000797236 -0.00219446 0.0031059 0.00539682 -0.00302474 -0.00380526 -0.014158 0.00736414 -0.00836111 -3.61035e-05 -0.00109428 -0.00412482 0.000999572 internal_weight=8937.86 404.516 101.969 54.0247 26.5585 19.1361 27.4661 47.9441 22.7915 25.1525 17.1643 302.548 82.119 46.6598 35.4592 28.985 25.8265 220.429 96.0115 124.417 90.5719 33.8452 90.2247 14.7912 17.891 17.6748 8533.35 419.729 171.503 248.226 internal_count=27017 1288 334 158 78 57 80 176 77 99 66 954 238 137 101 85 73 716 335 381 273 108 318 51 51 52 25729 1279 548 731 is_linear=0 shrinkage=0.03 Tree=1285 num_leaves=31 num_cat=0 split_feature=4 4 9 7 11 10 10 13 10 4 3 5 8 13 11 13 10 2 7 10 13 12 10 8 8 5 4 3 10 3 split_gain=0.23565 1.63034 2.64028 2.07208 3.03551 2.48575 2.56651 1.73081 1.62172 1.5371 2.80008 3.49697 2.97931 3.64048 2.82946 2.69341 3.57198 2.49981 2.56838 2.50227 2.2271 2.07544 1.88938 2.08766 4.0704 2.31215 2.97099 2.65253 2.04264 3.07348 threshold=1.8050000000000004 1.7750000000000004 4.3000000000000016 1.3 -0.83333333333333315 1.0000000180025095e-35 0.83333333333333337 2.9000000000000008 -2.8333333333333326 1.8750000000000002 1.7000000000000004 1.5150000000000008 6.1000000000000005 2.7000000000000006 0.33333333333333326 3.5000000000000004 -1.1666666666666663 1.9000000000000001 1.3 -1.1666666666666663 2.9000000000000008 3.7000000000000006 -1.1666666666666663 8.3000000000000025 9.1000000000000014 1.1350000000000005 2.0250000000000008 1.1000000000000003 1.0000000180025095e-35 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 -4 7 -7 -5 -1 10 11 17 13 -12 21 16 -13 19 -19 -2 -15 -14 23 25 -25 26 -11 -27 29 -24 right_child=9 2 3 5 -6 6 -8 -9 -10 22 12 15 14 20 -16 -17 -18 18 -20 -21 -22 -23 28 24 -26 27 -28 -29 -30 -31 leaf_value=-0.013850973127297618 -0.020186377616665876 -0.010989726020439464 -0.01429628781980013 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67.30936387181282 14.516132101416586 6.7721048593521118 314.70802098885179 7.0811551082879287 5.9185811802744865 27.202206883579493 9.8203496709465963 96.717592343688011 429.52167080156505 36.424909826368093 leaf_count=31 27 145 27 41 142 32 26 48 21503 29 121 23 21 21 32 31 144 82 107 261 51 28 1418 44 30 127 45 366 1868 146 internal_value=1.80425e-06 -7.16985e-05 -0.00365275 -0.000770326 0.00349311 -0.0061926 0.00349634 -0.0126952 -6.10559e-06 0.000390207 0.00248296 0.0045576 -0.00239016 -0.0061927 0.00708362 0.0106043 0.00773323 0.00158055 0.00725829 -0.00180178 0.0035499 -0.00221351 -0.000168971 0.00288831 -0.00860914 0.00396175 0.0149577 0.00260259 -0.000765176 -0.00246242 internal_weight=7428.91 6246.75 112.361 80.6694 45.1605 35.5089 14.2605 21.2484 6134.39 1182.16 249.266 174.834 74.4322 53.1137 21.3185 57.6796 48.2212 117.154 43.7362 73.418 20.9216 12.3685 932.891 152.237 12.9997 139.237 15.3172 123.92 780.655 351.133 internal_count=27017 21995 461 316 169 147 58 89 21534 5022 949 675 274 193 81 198 167 477 189 288 72 49 4073 641 74 567 74 493 3432 1564 is_linear=0 shrinkage=0.03 Tree=1286 num_leaves=31 num_cat=0 split_feature=0 10 13 12 12 12 9 8 5 9 3 10 9 8 0 11 4 7 9 7 9 8 2 8 9 8 13 2 6 4 split_gain=0.261075 1.22277 2.93031 2.89 3.55483 3.09972 3.33865 3.08987 2.90645 3.81183 3.18251 2.75914 2.45357 3.33992 3.76794 3.1718 3.74532 3.10174 2.4204 2.24275 4.68274 2.11152 1.96586 1.92217 3.58178 2.64926 1.18555 1.03448 1.88836 1.03335 threshold=575.00000000000011 -0.49999999999999994 4.1000000000000005 3.7000000000000006 4.1000000000000005 3.1000000000000005 3.5000000000000004 2.9000000000000004 1.7150000000000005 5.1000000000000005 2.1000000000000005 -1.0000000180025095e-35 4.3000000000000016 8.3000000000000025 875.00000000000011 -0.33333333333333309 1.6000000000000008 1.3 7.5000000000000009 1.1000000000000003 6.5000000000000009 7.5000000000000009 1.9000000000000001 5.1000000000000005 3.9000000000000004 4.3000000000000016 3.3000000000000007 3.5000000000000004 1.3 2.2850000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=27 3 12 5 8 6 26 -8 9 -5 -10 -4 13 14 -3 17 -17 -14 21 20 -7 -6 -21 25 -25 -13 -2 29 -29 -1 right_child=1 2 11 4 18 19 7 -9 10 -11 -12 23 15 -15 -16 16 -18 -19 -20 22 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.00010573607345815582 -0.015323621624792184 0.0051584751560445341 0.0088243776714415929 0.0050366397186317599 0.0041813791381909021 -0.022023543419214048 -0.01506060343212646 0.0014085622073119336 -0.012611410178162885 0.033868779295798179 0.012998386532115769 -0.0066131369252442583 -0.00472177201926712 0.029843413521302618 -0.0091964946263158771 0.0046559468760969235 -0.0016176733559623529 0.0019840421434384218 -0.019669238228002581 0.0024233200894018293 0.0018074502163212003 -0.013926113228695906 -0.01280166765126565 0.021006267807525618 -0.0096196115995555442 -0.025029839000836541 -0.002224195160070021 -0.022464576681846076 0.009379809698276358 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0.00112481 -0.00270801 -0.00856618 -0.000136798 -0.0129012 -0.0106534 -7.72617e-05 -0.011314 -6.45423e-05 internal_weight=7774.88 1260.75 878.413 382.337 81.9645 300.373 233.556 206.452 34.9183 16.5691 18.3492 57.2753 821.138 195.945 191.41 625.194 367.669 257.524 47.0462 66.8168 32.6569 41.3085 34.1599 47.3415 16.0782 31.2634 27.1043 6514.13 7.36529 6506.77 internal_count=27017 5157 3530 1627 408 1219 909 782 163 96 67 206 3324 925 885 2399 1386 1013 245 310 128 223 182 174 66 108 127 21860 65 21795 is_linear=0 shrinkage=0.03 Tree=1287 num_leaves=31 num_cat=0 split_feature=5 12 12 4 8 9 12 0 9 7 13 8 9 3 4 5 5 9 11 10 9 12 5 12 10 2 8 4 13 13 split_gain=0.258633 2.23099 5.05905 3.74794 3.15577 3.62297 2.29849 2.47308 3.40912 2.72989 2.52355 2.2381 3.82562 3.42177 2.19448 1.76025 3.05601 1.64855 2.48081 2.42786 1.63583 1.52611 1.46682 1.32525 2.6919 4.8194 3.09103 2.89996 1.95461 1.10846 threshold=1.7650000000000006 1.7000000000000004 1.5000000000000002 1.0150000000000006 5.3000000000000016 6.5000000000000009 2.1000000000000005 475.00000000000006 7.9000000000000012 2.3000000000000003 3.5000000000000004 3.9000000000000004 7.1000000000000005 1.3 1.1850000000000007 1.8450000000000004 1.8100000000000005 5.1000000000000005 0.50000000000000022 1.8333333333333339 5.7000000000000002 5.5000000000000009 1.4850000000000008 4.5000000000000009 -1.0000000180025095e-35 2.5000000000000004 4.7000000000000002 2.3850000000000011 3.1000000000000005 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 3 -2 5 -4 11 8 9 -8 -10 12 13 -3 -5 16 -13 18 -9 -19 -17 23 -23 -1 25 -25 29 -27 -28 -26 right_child=1 6 4 14 -6 -7 7 17 10 -11 -12 15 -14 -15 -16 20 -18 19 -20 -21 -22 22 -24 24 26 27 28 -29 -30 -31 leaf_value=-4.7802541036848007e-05 0.017173653666823704 -0.012071564658238032 0.021099382280111278 -0.025227558613333843 0.031384487660268121 -0.0061704301537468705 0.0029340582321067876 -0.00086302289542501025 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26.061648711562157 39.10519851744175 6.744930285960435 7.8793446421623221 6.6379501819610596 leaf_count=20480 19 44 30 19 24 28 1943 499 247 57 24 66 22 26 34 34 34 2475 320 84 94 22 25 41 25 83 138 35 25 20 internal_value=-8.60376e-07 0.000323499 0.00666451 -0.00360729 0.0157909 0.00870896 0.000144946 0.000416702 0.00183868 0.00255876 -0.00465462 -0.00426821 0.00293554 -0.00301502 -0.0107107 -0.00706288 -0.00208057 -0.000546647 0.00154068 -0.0012805 -0.0114738 -8.11554e-05 0.0110842 -9.83266e-05 -0.00339864 0.00202664 -0.00753908 -0.00424238 -0.00383359 -0.0198124 internal_weight=8937.42 1773.44 48.5696 22.8509 25.7187 17.6862 1724.87 1624.82 656.206 590.7 65.506 100.054 27.9661 21.7194 17.0297 72.0876 33.8512 968.61 251.957 716.653 38.2364 7163.98 11.0006 7152.98 107.853 46.6833 61.1698 32.8066 46.9845 14.1852 internal_count=27017 6123 154 72 82 58 5969 5649 2271 2000 271 320 92 70 53 228 100 3378 819 2559 128 20894 47 20847 367 159 208 118 163 45 is_linear=0 shrinkage=0.03 Tree=1288 num_leaves=31 num_cat=0 split_feature=5 12 12 3 4 3 4 10 7 0 12 0 9 4 10 5 4 13 11 10 4 6 5 8 11 9 9 4 3 8 split_gain=0.240013 2.70691 1.98844 2.43801 3.09801 2.8715 2.16473 1.95397 1.69136 2.03539 2.57884 1.60844 1.81199 1.56922 1.62719 3.29636 2.46029 1.80677 1.48584 1.27218 1.2527 1.29605 1.03126 2.27361 2.53284 2.1971 4.79027 2.07647 0.870887 1.67147 threshold=2.2750000000000008 3.5000000000000004 3.9000000000000008 2.3000000000000003 1.3550000000000006 2.5000000000000004 1.4150000000000007 0.33333333333333326 1.1000000000000003 350.00000000000006 4.9000000000000012 925.00000000000011 5.5000000000000009 1.8550000000000004 1.0000000180025095e-35 2.3850000000000011 1.1550000000000007 2.1000000000000005 1.0000000180025095e-35 0.83333333333333337 1.6000000000000008 1.9000000000000001 2.245000000000001 5.7000000000000002 1.0000000180025095e-35 7.3000000000000016 6.3000000000000016 1.3650000000000009 3.3000000000000003 5.7000000000000002 decision_type=2 2 2 2 2 2 2 2 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 13 3 6 5 -5 -3 -8 11 19 -11 12 -4 14 20 17 -17 -16 -6 -10 21 -2 28 25 -25 26 27 -24 -1 -30 right_child=1 2 8 4 18 -7 7 -9 9 10 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=2.6397607479076667e-05 -0.0057605928447345568 0.013989066490281286 0.0093645314926314675 0.02050061049976146 0.010142478785268748 -0.0074999561729874546 -0.018936446376777032 0.0048735698302538313 -0.0030669495642334024 -0.016310885134272902 0.0013672451654138389 0.017601232537914874 -0.0015398172351935703 0.0077760762216020378 0.0026544379128930285 0.024123767835051751 -0.00035432128421897501 -0.021357458398568417 0.028974590832215281 0.015949464641263133 -0.023943412963763483 -0.019617575553957413 0.0033313960491616456 0.0067091397131714926 -0.020883678988385949 0.027085505201062544 -0.016502697619044784 0.028116286046594618 -0.0017391555322979471 -0.023189833334191036 leaf_weight=7107.7539000920951 29.672581747174263 5.1569052189588573 17.097244888544083 4.9288203269243267 6.5633334815502158 9.9513595923781377 7.4631926119327527 5.3083462119102478 8.1311017796397191 19.693933635950092 11.922857668250797 5.3278058320283881 69.331110473722219 7.3175777196884146 4.2585144639015224 5.2150529026985195 12.68287433683872 8.3507361859083158 8.861821383237837 5.1852703541517249 5.4921398237347594 7.6385411173105231 5.8269454389810615 6.7986165061593038 5.350216805934906 5.5253004580736151 5.983158439397811 6.3658493459224701 15.257713086903097 4.1609081178903571 leaf_count=25620 146 19 71 18 26 45 30 20 39 89 50 19 316 26 18 20 54 37 30 18 30 44 21 25 21 21 23 22 73 26 internal_value=1.76057e-06 -0.000883885 0.00111612 0.00635301 0.0115407 0.00177478 -0.00241602 -0.00904008 -0.000731828 -0.0055006 -0.00964437 0.00160345 0.000617279 -0.00547097 -0.00679324 -0.00149911 0.00677804 -0.0132479 0.0209616 0.00433786 -0.0105665 -0.00859747 3.45937e-05 0.00511 -0.00544244 0.010519 0.00548294 0.0162716 9.0641e-06 -0.00633548 internal_weight=7428.57 265.551 184.923 48.2338 30.3053 14.8802 17.9284 12.7715 136.689 44.9332 31.6168 91.7562 86.4284 80.628 73.3104 30.5072 17.8979 12.6093 15.4252 13.3164 42.8033 37.3111 7163.02 35.8501 12.1488 23.7013 18.176 12.1928 7127.17 19.4186 internal_count=27017 1165 790 188 119 63 69 50 602 196 139 406 387 375 349 129 74 55 56 57 220 190 25852 133 46 87 66 43 25719 99 is_linear=0 shrinkage=0.03 Tree=1289 num_leaves=31 num_cat=0 split_feature=12 4 5 5 10 8 7 11 5 7 4 11 4 9 7 13 10 9 5 9 13 9 7 5 4 2 13 7 8 5 split_gain=0.259347 1.45518 2.91278 6.32107 3.55683 2.95202 2.3412 2.19934 3.863 1.60411 1.58766 1.4401 1.42339 6.74301 1.92206 1.41926 5.00161 3.70745 3.48926 3.13737 2.62906 3.93122 4.13675 3.42759 2.48307 2.44276 2.09188 2.54408 1.96083 4.62325 threshold=2.9000000000000008 1.8900000000000006 1.5950000000000004 1.5650000000000006 1.5000000000000004 6.5000000000000009 0.50000000000000011 -1.0000000180025095e-35 1.7950000000000002 3.3000000000000003 1.4250000000000005 0.50000000000000022 1.8750000000000002 5.5000000000000009 1.3 4.1000000000000005 -0.49999999999999994 4.1000000000000005 1.1050000000000006 5.7000000000000002 3.7000000000000006 6.7000000000000002 1.5000000000000002 2.055000000000001 1.2450000000000008 1.1000000000000003 4.5000000000000009 2.1000000000000005 2.5000000000000004 1.6900000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 6 11 -3 8 -7 12 -11 -4 -1 14 -14 20 17 -17 -18 -20 28 23 -23 25 -21 -22 27 -19 29 -2 right_child=15 2 5 -5 -6 7 -8 -9 -10 10 -12 -13 13 -15 -16 16 18 26 19 24 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-3.9777677082894304e-05 0.01414125833171688 0.018822389964239107 -0.02161531967189035 0.034427717793159153 -0.023380419899777176 0.024952605383756463 -0.0016158098363399265 -0.013520958860937874 -0.010632721894796558 -0.0020794706394481545 -0.023760113951297918 -0.0042370563622610748 0.0083561489223279977 0.026963338861221212 -0.016757001488192803 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34 233 18 41 29 35 40 62 377 22 27 9336 88 internal_value=-6.93136e-07 -0.000133552 -0.00281086 -0.000690168 -0.0018878 -0.00982901 -0.000749127 -0.00093489 0.00759549 -3.36405e-05 -0.0106806 -0.0171374 -4.91173e-06 0.00780062 -0.00732849 0.000225278 0.00328099 0.0131051 -0.000227683 -0.00173662 8.00629e-05 -0.00386129 0.0082108 -0.00589207 -0.0106364 -0.00420501 0.0192542 0.0138369 0.000298527 0.00570342 internal_weight=7774.64 4896.03 176.136 135.263 130.803 40.873 124.221 18.4364 10.9887 4719.9 12.7014 22.4366 4707.19 20.9327 11.6975 2878.61 130.593 34.367 96.2256 89.9499 2748.02 144.319 20.7817 123.538 25.531 110.898 24.7343 17.8515 2603.7 59.0401 internal_count=27017 16518 930 747 729 183 686 78 42 15588 62 105 15526 86 52 10499 464 121 343 313 10035 522 64 458 80 418 83 61 9513 177 is_linear=0 shrinkage=0.03 Tree=1290 num_leaves=31 num_cat=0 split_feature=4 8 13 13 10 5 5 9 5 11 2 7 0 4 0 11 4 12 9 8 0 10 4 7 11 2 0 0 4 5 split_gain=0.255657 1.66355 2.28744 1.94507 1.93013 3.27904 3.39324 7.89881 2.61054 1.99837 1.82786 1.72836 1.70303 1.6508 1.62626 2.67017 3.97903 2.45963 5.8659 1.67442 1.6629 1.5795 1.46288 3.17455 3.45633 4.20328 3.46037 2.47974 3.49076 6.44896 threshold=1.7100000000000002 5.3000000000000016 4.7000000000000011 1.1000000000000003 -1.1666666666666663 1.4550000000000007 1.5350000000000008 4.7000000000000002 1.3350000000000006 0.83333333333333337 0.70000000000000007 1.1000000000000003 475.00000000000006 1.8850000000000005 475.00000000000006 1.5000000000000004 2.1650000000000009 1.7000000000000004 5.1000000000000005 5.9000000000000012 200.00000000000003 -0.49999999999999994 1.6600000000000006 1.7000000000000004 0.33333333333333326 1.5000000000000002 475.00000000000006 475.00000000000006 1.6850000000000005 1.4650000000000007 decision_type=2 2 2 2 2 2 2 2 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 21 5 8 7 -7 9 -3 -5 -10 -8 -12 17 19 -17 18 -6 -16 -19 -2 -1 24 25 26 -24 28 29 -25 right_child=1 4 -4 10 14 6 12 -9 11 -11 13 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382.59544578194618 14.129643745720385 65.43323527276516 302.23547886312008 179.79838468134403 32.624818250536919 17.532541498541832 190.25014673173428 7.2247464954853049 470.46806327626109 252.05740746669471 9.7198126167058927 31.910774067044258 9.0511092841625231 93.81815031170845 76.948851928114891 30.591461680829525 42.998480170965195 28.104227691888809 7.3270503580570212 leaf_count=19561 21 181 20 21 30 23 97 32 26 31 1129 48 205 934 561 99 59 540 20 1594 812 32 93 26 279 230 92 123 78 20 internal_value=-9.04726e-07 -0.000293055 -0.00146466 -0.00162463 0.000323965 -0.00243018 -0.00565649 -0.0175083 0.00223825 -0.00116423 -0.00186772 0.010862 -0.00343253 -0.00171396 0.000788891 -0.000121403 0.00654803 0.00217416 -0.00870967 -0.00063584 0.00261606 0.00854425 8.72188e-05 0.00206534 0.00389305 0.0068883 0.00110923 -0.00280827 -0.0077742 0.00323461 internal_weight=8937.22 2071.09 714.462 708.172 1356.62 195.935 115.863 18.3062 80.072 57.4179 691.638 22.6541 97.5571 684.831 1160.69 700.424 50.1574 460.266 17.9582 650.266 442.308 16.5337 6866.13 320.75 233.269 139.451 62.5022 87.4809 44.4824 16.3782 internal_count=27017 6515 2157 2137 4358 643 357 55 286 212 2084 74 302 2063 3715 2313 158 1402 50 2155 1352 53 20502 941 694 415 185 247 124 46 is_linear=0 shrinkage=0.03 Tree=1291 num_leaves=26 num_cat=0 split_feature=5 5 10 0 12 8 11 12 2 4 12 11 5 5 10 5 4 9 8 10 4 8 8 8 11 split_gain=0.23821 2.23154 1.72984 1.75407 2.01596 1.3589 1.83245 1.66382 1.76247 1.56391 2.75056 1.76875 1.31561 0.827746 1.67519 0.492395 1.23994 0.614335 0.543493 1.84661 2.56233 0.815833 1.91291 1.26155 0.00107218 threshold=2.5050000000000012 2.6050000000000009 -0.66666666666666663 350.00000000000006 3.3000000000000007 7.3000000000000016 -0.33333333333333309 5.3000000000000016 1.7000000000000004 1.5750000000000008 4.5000000000000009 0.33333333333333326 2.5350000000000006 2.475000000000001 1.0000000180025095e-35 2.4450000000000007 1.2350000000000005 6.5000000000000009 8.7000000000000011 -1.8333333333333328 1.5550000000000008 7.5000000000000009 7.7000000000000002 6.9000000000000012 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 left_child=13 2 24 -4 -5 6 7 8 -3 11 -11 -8 -6 15 -15 18 -17 -18 21 -20 -21 23 -23 -1 -2 right_child=1 5 3 4 12 -7 9 -9 -10 10 -12 -13 -14 14 -16 16 17 -19 19 20 -22 22 -24 -25 -26 leaf_value=6.152300122212162e-05 -0.022289046502901155 -0.0035021391365144369 0.0076113936728238523 0.0065205252888637455 -0.0025515235563054427 -0.013553217896217622 0.012986889793323676 0.011046840521651729 -0.025798942355776181 0.02730074486229667 0.0043825311078831749 -0.0047107351117917614 -0.023447964487130667 -0.0031631337912052678 0.014845066070902493 0.0075668931514601915 -0.0029719582178661954 -0.018617132135993399 0.013710318236732485 0.013735696979416376 -0.0075766559631018759 0.0061550196384836924 5.8313919831330423e-05 -0.002034354421978123 -0.023092418024957172 leaf_weight=6745.2389103397727 2.8381872139871147 14.317964844405656 7.2704714536666897 4.7765330299735096 4.0704692602157584 5.0967067666351786 7.3513100370764759 4.9971104711294165 4.1055406481027594 7.0294609814882305 14.302352156490086 16.468328602612019 8.1224639080464822 8.8157014846801776 9.8363816216588003 4.313681259751319 3.9503778368234617 5.2752794399857521 5.3216641396284095 5.7941809073090544 41.023419825360179 65.027193278074265 160.98266879469156 268.77271985448897 3.1595128253102303 leaf_count=23906 22 74 34 22 20 28 33 22 17 26 54 82 48 38 33 20 17 27 29 22 242 272 747 1163 19 internal_value=1.66424e-06 -0.00142467 -0.00828697 -0.00471772 -0.0100001 0.00139199 0.00250281 -0.00430646 -0.00847082 0.00603486 0.0119348 0.000751175 -0.0164719 2.18988e-05 0.00633369 5.78429e-06 -0.00571001 -0.011918 1.63968e-05 -0.00303555 -0.00493902 3.83755e-05 0.00181245 -1.87898e-05 -0.0227123 internal_weight=7428.26 103.906 30.2376 24.2399 16.9695 73.6688 68.5721 23.4206 18.4235 45.1515 21.3318 23.8196 12.1929 7324.35 18.6521 7305.7 13.5393 9.22566 7292.16 52.1393 46.8176 7240.02 226.01 7014.01 5.9977 internal_count=27017 501 165 124 90 336 308 113 91 195 80 115 68 26516 71 26445 64 44 26381 293 264 26088 1019 25069 41 is_linear=0 shrinkage=0.03 Tree=1292 num_leaves=18 num_cat=0 split_feature=4 0 5 8 11 10 12 4 8 0 10 8 8 13 8 9 4 split_gain=0.256595 0.918613 1.01852 1.04684 1.29688 0.954373 0.492391 0.441872 0.886654 0.861603 1.0247 0.388189 1.69473 1.82849 0.937518 0.855644 0.679232 threshold=2.7150000000000003 875.00000000000011 1.2950000000000006 8.5000000000000018 -0.66666666666666619 -1.0000000180025095e-35 6.5000000000000009 2.5850000000000013 9.1000000000000014 875.00000000000011 1.1666666666666672 9.3000000000000025 9.9000000000000021 2.5000000000000004 9.1000000000000014 5.5000000000000009 2.5350000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 4 -4 -6 7 11 9 10 -9 14 15 -14 16 -13 -1 right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12 12 13 -15 -16 -17 -18 leaf_value=4.7543652657913393e-08 -0.021123655230599343 -0.022102470291030043 -0.012455712061951518 -0.01434238419876366 -0.0022339591837694092 0.017439231834957811 0.0083518397212340289 -0.0091167351154706217 0.01987509059712279 0.013837677280420665 0.0094599992447500954 -0.023820497283166292 -0.0064692322812206094 0.016472610785407592 0.010555085201359473 -0.0052480262996442029 -0.0089832593354127934 leaf_weight=7692.5438389955088 2.038243633694953 2.113918174058198 2.8744082972407368 3.0509454775601617 3.4327752869576234 6.2779220174997974 6.3603439182043067 7.3385514635592717 2.8980086166411629 3.9783812165260306 4.2029073387384415 4.2345911562442797 7.6135847792029363 5.3053861930966377 7.5683576203882685 4.7220367603003979 7.5825674273073664 leaf_count=26476 36 35 28 33 24 36 26 58 16 28 18 27 33 22 34 25 62 internal_value=-5.50115e-07 -0.00341239 -0.00117698 0.00142317 0.00524514 0.0104847 8.15652e-06 1.30717e-06 0.00464254 0.00179818 -0.00235188 -9.75186e-06 -0.00400044 0.00295221 1.5743e-06 -0.0140289 -8.79861e-06 internal_weight=7774.14 19.7882 17.6743 15.6361 12.5851 9.7107 7754.35 7747.99 18.4178 15.5198 11.5415 7729.57 21.8756 12.919 7707.69 8.95663 7700.13 internal_count=27017 192 157 121 88 60 26825 26799 120 104 76 26679 107 55 26572 52 26538 is_linear=0 shrinkage=0.03 Tree=1293 num_leaves=15 num_cat=0 split_feature=4 5 4 7 5 12 0 10 13 9 0 6 5 5 split_gain=0.255798 0.696562 0.382369 0.268148 2.4446 2.6694 5.18897 2.79 0.660854 3.1642 2.82354 0.70753 3.20436 0.631919 threshold=2.975000000000001 1.7250000000000003 2.8750000000000004 2.7000000000000006 0.67500000000000016 3.3000000000000007 525.00000000000011 1.1666666666666672 4.5000000000000009 2.7000000000000006 200.00000000000003 2.7000000000000006 1.6250000000000002 0.74500000000000033 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 8 -5 7 -7 -6 11 -10 -11 13 -13 -1 right_child=1 -3 -4 4 5 6 -8 -9 9 10 -12 12 -14 -15 leaf_value=0.0026614543254455184 0.0027516763454402409 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494 26335 546 510 25789 389 25400 is_linear=0 shrinkage=0.03 Tree=1294 num_leaves=31 num_cat=0 split_feature=8 4 12 4 6 11 12 3 4 7 0 10 5 2 9 4 11 7 11 13 6 8 5 8 3 5 5 7 11 4 split_gain=0.232355 1.18781 2.73488 3.9911 3.01528 2.65428 2.34789 4.11495 1.88573 1.62752 2.05196 2.21122 2.12477 3.45715 1.8862 1.56111 2.3234 1.39504 1.38381 0.654539 0.535659 1.4115 0.669466 0.525761 4.26181 3.61606 3.15932 0.883921 1.8185 0.808389 threshold=2.9000000000000004 1.0150000000000006 2.5000000000000004 0.99000000000000055 1.1000000000000003 1.1666666666666672 2.3000000000000007 1.1000000000000003 0.88500000000000023 2.7000000000000006 200.00000000000003 -0.49999999999999994 2.0050000000000012 1.9000000000000001 6.7000000000000002 0.93000000000000027 1.0000000180025095e-35 1.3 1.0000000180025095e-35 5.9000000000000012 1.0000000180025095e-35 5.7000000000000002 1.6100000000000005 3.3000000000000003 1.7000000000000004 1.1050000000000006 1.3450000000000006 1.0000000180025095e-35 -0.66666666666666663 0.75500000000000023 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 15 18 7 -6 -8 10 11 -3 14 -14 -12 16 -1 -13 -4 20 21 22 -2 24 25 -22 -26 28 -25 -29 right_child=19 9 3 -5 6 -7 8 -9 -10 -11 12 17 13 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 27 26 -27 -28 29 -30 -31 leaf_value=-0.015082284613892953 -0.023645193525040575 0.0072035800558435748 0.0035487928841988975 0.030222620387525066 -0.0016009760837754925 -0.0099049585260879008 -0.022103493238817589 0.013127585196638081 0.00057013764736772981 -0.015110228134051081 -0.00034515760589542738 -0.019188817626435116 -0.014044152030768475 0.01426836511791669 0.010432712060085036 -0.023026870899398554 0.0068400711536956401 -0.0048823433663394292 0.015976799053123183 0.0081213575050904929 0.0053731911372332459 0.0061925042605456369 -0.0049086567688192096 0.0045448709512011069 -0.0092102655678003506 -0.0023008077145309056 0.0077707989607726747 -0.0040599144281807664 -0.013995080887952618 2.3204138589794467e-05 leaf_weight=10.452610135078436 3.7388927675783616 6.2666413635015514 23.253540933132172 5.9472989737987509 50.964256457984447 9.6159446015954 6.3717407137155515 25.671605840325356 6.8506532609462738 8.0903481692075712 200.57108120620251 13.615836039185526 20.661655522882942 4.779399722814559 15.762307390570639 6.5986427366733542 7.4537537992000571 11.163862586021422 12.343600161373613 9.0171992182731611 70.191333368420601 4.7542256712913513 3.1726784408092499 8.0849158912897128 10.929748028516768 259.84220960736275 100.81024904549122 43.936406552791595 11.583100341260431 6455.4059783928096 leaf_count=42 24 24 86 19 179 35 24 87 23 33 712 56 93 18 57 23 24 42 44 36 231 29 18 27 36 862 354 155 62 23562 internal_value=1.50945e-06 -0.000662017 0.00135389 0.00711939 -0.0012253 0.0040804 0.00131854 0.00333282 -0.0103561 -0.00184987 -0.00145664 -0.00871714 -0.000524316 -0.00872531 0.000440131 -0.0105534 -0.00595682 -0.0127434 0.00785831 4.39391e-05 3.34929e-05 -0.00638961 -0.0150444 4.42576e-05 0.00104582 -0.000668706 0.00610981 -2.36152e-05 -0.00637388 -4.39828e-06 internal_weight=7427.9 446.435 165.524 51.1604 114.363 45.2131 89.8583 76.6359 13.2224 280.911 272.821 31.0463 241.774 25.4411 216.333 24.505 17.9064 24.7797 35.5971 6981.47 6972.45 11.6658 6.91157 6960.78 441.774 330.034 111.74 6519.01 19.668 6499.34 internal_count=27017 1621 586 184 402 165 313 266 47 1035 1002 122 880 111 769 89 66 98 130 25396 25360 71 42 25289 1483 1093 390 23806 89 23717 is_linear=0 shrinkage=0.03 Tree=1295 num_leaves=31 num_cat=0 split_feature=10 7 8 10 8 9 9 6 2 4 8 4 8 4 4 4 12 8 5 4 8 6 9 0 2 7 6 0 0 13 split_gain=0.26108 1.79848 1.84234 3.07808 2.99926 3.78271 3.32529 1.9776 1.88764 2.12331 1.68891 1.27983 0.966059 2.0674 4.45446 2.06349 5.85237 2.88936 2.37636 2.11382 1.44141 1.97306 2.992 2.67203 2.17706 3.7248 2.71117 1.6606 0.996084 2.59752 threshold=-0.99999999999999978 3.1000000000000005 6.1000000000000005 -2.1666666666666656 7.5000000000000009 7.9000000000000012 4.3000000000000016 0.70000000000000007 0.3000000000000001 0.77500000000000036 4.1000000000000005 0.99000000000000055 8.1000000000000014 1.5350000000000008 1.4050000000000007 1.8450000000000004 2.1000000000000005 8.5000000000000018 2.0750000000000011 1.7300000000000004 6.1000000000000005 0.3000000000000001 4.9000000000000012 525.00000000000011 0.90000000000000013 1.7000000000000004 0.70000000000000007 475.00000000000006 350.00000000000006 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 7 6 -6 -5 -4 11 -10 -11 -1 20 14 -14 17 -17 -15 -18 -19 28 22 27 -24 25 -23 -26 -22 29 -2 right_child=12 -3 3 4 5 -7 -8 -9 9 10 -12 -13 13 15 -16 16 18 19 -20 -21 21 24 23 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.021468262507171591 0.0018652637000959799 0.01469367149904454 0.0064593901011551708 -0.0026538004381673106 -0.0059147027902944254 0.0224144685507238 0.0066486415431944749 -0.01372915360595337 0.009472327304196294 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604.96433512680233 4.9134731683880091 3487.0967698432505 898.81175643950701 leaf_count=20 3088 30 29 213 239 16 551 100 56 1285 2488 29 23 45 30 18 289 25 49 21 21 504 18 26 477 187 2450 31 11721 2938 internal_value=-4.1681e-07 -0.000370907 -0.000447496 0.00177021 0.00274753 -0.00349076 0.00449019 -0.00866823 -0.000983148 -0.00083538 -0.00100266 -0.0112093 8.11671e-05 0.0029793 0.0127505 0.00110987 0.00406847 -0.0062315 0.0012727 0.00328238 3.40774e-05 -0.00106289 0.00897474 0.0202344 -0.00125521 -0.00392083 -0.000440826 -0.00485462 0.000222717 0.000782935 internal_weight=7773.83 1402.91 1395.81 271.549 248.301 54.217 194.084 23.2478 1124.26 1108.25 1090.55 16.0142 6370.92 101.862 16.3584 85.5032 60.943 24.5602 55.8886 13.2409 6269.06 919.872 17.2933 9.53227 902.579 211.219 691.359 7.76102 5349.19 1862.09 internal_count=27017 5056 5026 1148 1019 255 764 129 3878 3829 3773 49 21961 500 53 447 356 91 338 46 21461 3714 96 44 3618 691 2927 52 17747 6026 is_linear=0 shrinkage=0.03 Tree=1296 num_leaves=17 num_cat=0 split_feature=13 6 11 9 12 5 10 3 9 4 9 12 10 0 4 6 split_gain=0.255373 0.306922 1.37753 0.293015 1.87097 2.15353 3.41669 1.75462 1.53199 1.5023 0.506534 1.96262 1.61356 0.385029 2.18437 1.52983 threshold=6.1000000000000005 3.5000000000000004 1.0000000180025095e-35 2.1000000000000005 1.9000000000000001 0.98000000000000043 -0.33333333333333331 1.1000000000000003 1.7000000000000004 1.4750000000000008 2.3000000000000003 1.7000000000000004 0.33333333333333326 525.00000000000011 1.2750000000000006 3.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 -1 9 -9 -6 11 -5 -13 15 -15 -12 right_child=-2 2 -4 10 7 -7 -8 8 -10 -11 13 12 -14 14 -16 -17 leaf_value=0.017215300388406039 0.0053382983488839148 -0.016039330131088117 0.0038219600321575346 -0.015084930350022159 0.022213210468841331 -0.018460407122499765 -0.01203403688979238 -0.0067787008563904528 0.0063311113574038881 0.0044312402713622898 -0.00014515120440459608 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num_cat=0 split_feature=5 5 3 5 13 11 12 4 3 5 5 5 5 7 split_gain=0.233302 0.604115 0.331385 1.62338 1.78555 2.89307 2.13951 1.42447 0.312727 2.31039 3.12594 0.392597 1.31824 1.24271 threshold=3.1450000000000005 3.015000000000001 3.3000000000000003 2.1050000000000009 2.9000000000000008 -0.83333333333333315 5.1000000000000005 1.5050000000000006 3.1000000000000005 1.8550000000000004 2.0250000000000008 2.725000000000001 2.5050000000000012 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 7 5 -5 -6 -4 11 -10 -11 12 -1 -13 right_child=-2 -3 3 4 6 -7 -8 -9 9 10 -12 13 -14 -15 leaf_value=2.0587748031258725e-05 -0.0052462879488385239 0.0095150978017196318 -0.023168594135194825 -0.014901962671383325 -0.02348249212826721 0.0070496527647734225 0.0058969855248422361 0.00087426738438260623 0.018440748733282473 -0.020339128350391922 0.0033737481748544423 -0.00014949448026196585 -0.005304306032244817 0.016965898463654004 leaf_weight=7252.8778331615031 7.6162239462137213 6.0093214325606814 5.6568089425563794 6.6148298606276468 5.5703853890299779 29.504783611744646 3.7210609465837479 3.6480548828840256 6.9280206561088553 5.9592229574918738 31.189878359436989 15.105985190719368 42.084961827844381 5.1094162091612807 leaf_count=26207 33 25 34 41 33 137 20 20 23 25 122 65 212 20 internal_value=1.64363e-06 7.03036e-06 -6.76308e-07 -0.00232674 1.23548e-05 0.0030295 -0.0117165 -0.0137424 1.6618e-05 0.00253599 -0.000430121 1.43762e-06 -1.01318e-05 0.0041764 internal_weight=7427.6 7419.98 7413.97 54.7159 45.4111 36.1196 9.29145 9.30486 7359.26 44.0771 37.1491 7315.18 7294.96 20.2154 internal_count=27017 26984 26959 285 231 178 53 54 26674 170 147 26504 26419 85 is_linear=0 shrinkage=0.03 Tree=1298 num_leaves=31 num_cat=0 split_feature=12 4 5 5 10 8 3 11 5 7 4 11 4 4 5 0 10 5 0 6 13 10 4 12 3 11 9 5 0 6 split_gain=0.254384 1.41798 2.8232 5.97563 3.47544 2.87043 2.27797 2.12242 3.68464 1.56167 1.55658 1.41928 1.37547 2.42718 2.80652 2.40465 4.06281 3.83746 3.16932 2.96826 2.67242 2.3762 2.13011 1.96812 3.0602 2.23552 1.4982 7.42366 5.47354 3.81079 threshold=2.9000000000000008 1.8900000000000006 1.5950000000000004 1.5650000000000006 1.5000000000000004 6.5000000000000009 0.3000000000000001 -1.0000000180025095e-35 1.7950000000000002 3.3000000000000003 1.4250000000000005 0.50000000000000022 1.195000000000001 1.2050000000000007 1.8900000000000006 200.00000000000003 0.83333333333333337 1.8900000000000006 525.00000000000011 0.90000000000000013 1.5000000000000002 -1.0000000180025095e-35 1.0450000000000006 3.1000000000000005 2.5000000000000004 -1.0000000180025095e-35 3.1000000000000005 1.1150000000000009 200.00000000000003 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 6 11 -3 8 -7 -1 -11 -4 15 14 -14 16 23 18 19 -17 -19 -20 -22 25 -25 -2 27 28 -15 -29 right_child=12 2 5 -5 -6 7 -8 -9 -10 10 -12 -13 13 26 -16 17 -18 20 21 -21 22 -23 -24 24 -26 -27 -28 29 -30 -31 leaf_value=-5.0744451075963047e-06 -0.013375727856577051 0.01674390626420913 -0.021468617772885383 0.033135167654409443 -0.023309206871300309 0.024183910878028507 -0.0016961534475669435 -0.013390179541592259 -0.010518422004243888 -0.0021012039135685778 -0.023678423480761341 -0.0041720712772153985 -0.018082208318463213 0.041308328361014911 0.0033781041369989203 -0.0040143429802584904 0.011932100760061697 0.012919969867710584 0.0066415221338996496 0.010245725680102995 -0.0064334662261335282 -0.0048301137181579494 0.0011199031838567345 -0.018465760667365352 0.0017493076601686184 0.0070973526595741361 0.00019986184695556267 -0.010309744296943611 0.0041577103040883381 0.011670201336475719 leaf_weight=4706.8631600756198 7.3963067829608944 6.3544456698000422 16.436117306351665 4.5417331457138053 6.4677594527602187 5.6876835227012652 117.82953128218651 7.3962237834930411 5.3382898196578026 7.6634512394666654 4.9542921707034111 5.7679978087544432 14.088519513607027 4.5146273747086552 8.9805842489004117 14.941952429711817 12.430131703615187 11.959743440151213 29.703887835144997 108.76174423843622 55.388716332614422 35.881029196083546 85.425680696964264 20.998548887670044 9.9253823459148389 13.675371959805487 2351.1702983286232 67.921861624345183 17.045221521519125 7.9277156442403784 leaf_count=15526 21 40 78 18 43 20 646 36 22 34 28 27 43 21 26 46 36 36 88 316 170 109 255 63 29 40 8723 328 123 26 internal_value=-2.87793e-07 -0.000131879 -0.00277721 -0.000693273 -0.00186922 -0.00971198 -0.000752583 -0.000957362 0.00738257 -3.33293e-05 -0.0105734 -0.0169755 0.000223529 -4.24345e-05 -0.00972791 0.00184072 -0.00347603 0.0028421 0.00569675 0.00852328 -0.000694839 0.000365474 -0.00185118 -0.00715952 -0.0119775 -8.8842e-05 4.88165e-05 -0.00359696 0.011937 -0.00801242 internal_weight=7773.44 4895.3 175.82 135.193 130.652 40.6263 124.184 18.4222 11.026 4719.48 12.6177 22.2041 2878.14 2471.65 23.0691 406.488 64.4257 342.063 189.289 123.704 152.774 65.5849 140.814 51.9956 30.9239 21.0717 2448.58 97.4094 21.5598 75.8496 internal_count=27017 16518 930 747 729 183 686 78 42 15588 62 105 10499 9290 69 1209 189 1020 559 362 461 197 425 153 92 61 9221 498 144 354 is_linear=0 shrinkage=0.03 Tree=1299 num_leaves=28 num_cat=0 split_feature=12 2 4 5 5 9 10 2 5 5 0 2 0 10 5 5 5 3 6 6 11 9 7 11 11 0 7 split_gain=0.259566 1.3436 1.7648 1.90186 2.4358 1.84266 1.29315 1.09402 3.76055 4.471 4.18574 3.00538 2.50504 1.43583 1.53588 1.42262 1.64918 1.34821 1.01981 1.843 2.70565 1.79359 0.906579 2.10472 1.64847 0.671683 0.198061 threshold=2.5000000000000004 0.50000000000000011 1.2150000000000005 1.9000000000000004 1.5450000000000002 5.7000000000000002 -2.4999999999999991 1.7000000000000004 1.3150000000000006 0.78500000000000025 200.00000000000003 1.9000000000000001 475.00000000000006 1.8333333333333339 1.1550000000000007 2.3150000000000008 2.245000000000001 1.5000000000000002 3.3000000000000003 2.9000000000000004 -0.83333333333333315 3.7000000000000006 1.1000000000000003 1.1666666666666672 0.83333333333333337 350.00000000000006 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 -2 -5 -1 13 9 -9 -10 -11 -12 15 -15 16 -8 -17 19 22 -21 -22 23 -3 -24 -4 -27 right_child=1 18 25 5 -6 -7 7 8 10 11 12 -13 -14 14 -16 17 -18 -19 -20 20 21 -23 24 -25 -26 26 -28 leaf_value=-0.010844185649463298 -0.010187553389483512 -0.00075179453747263017 -0.0055279157523082873 0.0013349674457974697 0.014532727626737615 -0.023562216769847488 -1.2662870466365016e-05 0.014521318877386995 -0.011890283430952638 -0.011518888513770595 0.023543150303840576 0.0024939895210995514 0.0040401436273825473 -0.018339796080315107 -0.0016397776105255201 -0.018413369354107523 0.014808524202008981 -0.00046130329542958052 0.0095541730470292303 0.0093879536840119227 0.0029364436469787492 -0.016502479246759343 0.00093549830620464963 0.0020959546878664749 -0.00077783274758851518 -0.015234848520516354 -0.024907368679756382 leaf_weight=10.19677087664604 5.6176441907882717 1504.6999050993472 4.3012275695800763 5.4743712395429593 9.9260875135660154 5.2326634675264359 4001.161111690104 8.4695060774683935 9.0023782849311811 61.980758309364319 10.040417701005937 17.711023807525635 14.468742370605467 7.8873184025287655 13.338113903999327 7.3542751520872098 6.7682718187570563 7.7145678922533989 10.456469841301439 6.9014287702739265 5.579841002821925 18.224437717348337 2247.4164875857532 276.50057403929532 652.03982173651457 3.6048956364393234 4.0411685258150101 leaf_count=29 19 4950 21 29 37 34 11477 32 25 183 28 57 43 22 38 25 24 35 33 24 19 76 6821 934 1961 22 19 internal_value=-1.10841e-06 0.000150336 -0.00545352 -0.00110328 0.0055986 -0.0108326 -0.000173728 -0.00014761 -0.00295047 -0.00620215 0.00560398 -0.00840461 0.0120297 -6.32846e-05 -0.00784546 -2.22257e-05 1.2366e-05 -0.00922272 0.000195669 0.000174899 -0.00715089 -0.0119459 0.000222957 -0.000309731 0.000550198 -0.0150119 -0.0203471 internal_weight=8936.11 4760.02 38.1981 26.2508 15.5437 10.707 4176.09 4165.9 121.673 88.1613 33.5115 79.6918 24.5092 4044.22 21.2254 4023 4007.93 15.0688 4721.82 4711.36 30.7057 23.8043 4680.66 1781.2 2899.46 11.9473 7.64606 internal_count=27017 14999 181 119 56 63 12018 11989 368 272 96 240 71 11621 60 11561 11501 60 14818 14785 119 95 14666 5884 8782 62 41 is_linear=0 shrinkage=0.03 Tree=1300 num_leaves=31 num_cat=0 split_feature=4 10 4 11 3 11 8 4 12 12 12 4 9 8 4 10 7 13 4 11 8 11 0 13 6 9 4 5 10 5 split_gain=0.232962 3.20272 3.07161 4.53738 3.82195 2.65455 2.36104 3.36601 2.22743 2.61791 3.8955 2.22699 1.33583 0.773715 1.16554 4.48374 4.95446 4.1812 3.47464 3.40369 3.52881 3.2935 3.00423 2.18539 4.63774 1.66116 1.36537 2.1142 1.07595 0.487347 threshold=0.80000000000000038 1.0000000180025095e-35 0.77500000000000036 0.50000000000000022 1.1000000000000003 0.83333333333333337 3.3000000000000003 0.75500000000000023 3.1000000000000005 2.3000000000000007 1.9000000000000001 0.61500000000000021 4.7000000000000002 1.7000000000000004 0.91000000000000036 -1.0000000180025095e-35 1.9000000000000001 2.9000000000000008 0.93000000000000027 -0.66666666666666619 3.3000000000000003 1.0000000180025095e-35 475.00000000000006 3.3000000000000007 1.9000000000000001 6.9000000000000012 0.94500000000000017 1.0950000000000004 -0.33333333333333331 1.0750000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 -4 6 7 11 9 10 -1 -3 -8 28 15 23 17 -17 19 20 -16 -18 -21 25 -25 -15 27 -20 -2 -28 right_child=13 5 3 -5 -6 -7 12 -9 -10 -11 -12 -13 -14 14 18 16 21 -19 26 22 -22 -23 -24 24 -26 -27 29 -29 -30 -31 leaf_value=-0.0079659802381476016 0.01462657875637006 0.002704846427756567 0.013952535683506911 0.025500450970379847 -0.013201335458952019 0.020504096353779543 -0.011238101162574152 -0.0062478093965417066 0.011581485031107975 -0.018281609465164338 0.0091302925983317938 0.024628305025066487 0.004807902136271359 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37 33 36 29 30 51 55 36 29 258 19 231 45 143 23 83 42 35 64 38 80 35 3064 95 25 22127 internal_value=1.66488e-06 0.00111027 -0.00184716 0.00692037 -0.00117595 0.00695466 0.00380791 0.00959924 -0.00469462 -0.00616816 -0.00363049 0.0168205 -0.00426097 -2.37984e-05 -3.81716e-05 -0.00205448 -0.00585299 -0.00855042 3.36368e-05 0.00715545 -0.00432391 0.00669246 0.0115218 0.00220945 0.00858727 -0.000417753 -2.91287e-05 -0.00606895 0.00664882 2.09755e-07 internal_weight=7427.37 166.766 110.732 27.1464 18.9074 56.0339 45.4731 26.4727 83.5858 76.6467 63.3709 18.1857 19.0004 7260.61 7245 249.149 131.766 108.448 6995.85 61.1167 16.8409 23.3177 44.2759 117.383 34.2464 83.1367 6934.73 33.5227 15.6062 6901.21 internal_count=27017 587 400 92 65 187 154 89 308 278 227 60 65 26430 26382 865 454 374 25517 208 61 80 147 411 118 293 25309 118 48 25191 is_linear=0 shrinkage=0.03 Tree=1301 num_leaves=31 num_cat=0 split_feature=3 7 11 12 4 13 13 9 9 0 2 9 9 3 11 4 8 8 6 5 9 5 0 7 12 11 4 6 0 13 split_gain=0.25587 2.80185 1.90243 3.33974 2.61738 2.4407 3.2852 1.84494 1.52522 1.31673 1.28302 0.955717 0.750583 0.502464 2.72332 2.59584 6.10602 2.93979 2.9701 1.66803 1.5226 2.748 2.12953 1.10396 1.00672 4.86168 4.68745 4.90997 4.2866 2.61277 threshold=0.3000000000000001 0.50000000000000011 -1.0000000180025095e-35 1.1000000000000003 1.1750000000000005 3.5000000000000004 3.1000000000000005 5.3000000000000016 6.1000000000000005 350.00000000000006 0.90000000000000013 4.3000000000000016 4.3000000000000016 0.50000000000000011 0.50000000000000022 1.9900000000000007 5.9000000000000012 7.7000000000000002 2.5000000000000004 1.0950000000000004 5.9000000000000012 1.0750000000000008 475.00000000000006 1.7000000000000004 1.3000000000000003 -1.0000000180025095e-35 1.195000000000001 2.1000000000000005 200.00000000000003 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 -3 6 -5 9 -9 12 -11 -7 -4 14 15 17 -17 18 -2 -18 21 23 -23 -16 25 29 27 -27 -28 -15 right_child=13 2 7 5 -6 11 -8 8 -10 10 -12 -13 -14 24 20 16 19 -19 -20 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31 leaf_value=0.022192896359181598 0.00029282784953169868 0.026488367808307194 -0.011393081830682817 -0.0039562057593951622 0.0024678681561151393 -0.007956802039928974 0.020083340920260821 0.015090069163176309 -0.0065952914873973747 -0.016557345758467845 0.00025724507238315846 -0.025256219111163679 -0.026200024570089075 -8.2318200921990451e-05 -0.025232312958543744 0.044056020707507158 -0.01572639186068029 0.020548752882216942 0.016207314176325881 0.012446140916095933 -0.021561169030690254 0.012865934661671368 -0.0072496217658489844 -0.0054755379123160638 2.7276192036762093e-05 -0.0062894324509770441 0.033349185010728886 0.016325975139425363 0.0061508521372250109 -0.011373639225687454 leaf_weight=4.3245318531990042 214.68466987460852 6.8891754746437099 6.0782532989978808 25.404296815395359 10.021812606602905 7.0095457509160024 6.406468864530324 5.0485502257943136 6.9203674606978893 6.5554357469081905 10.833830241113899 4.8717045858502388 6.2486401051282883 27.823416545987129 5.7152406983077544 4.4117481932044011 3.4484623018652201 7.1994863897562018 11.099969208240507 4.1891764476895332 5.2147639691829673 9.4809063225984591 9.4652980491518957 4.5895107388496399 7211.8697768691927 50.403818100690842 6.5951670706272152 10.427384182810782 24.924662828445435 54.7125164270401 leaf_count=14 797 23 25 118 37 33 29 21 27 28 57 24 25 88 30 27 25 25 34 29 20 33 40 22 24908 168 21 31 80 178 internal_value=-3.16603e-07 -0.0014599 -0.00245989 0.000933284 0.0122533 -0.00344813 0.000885193 -0.00739298 0.0025517 -0.0113985 -0.00608155 -0.0150501 -0.0188989 1.99814e-05 0.00126857 0.00237918 0.0159569 0.00167697 0.00107521 -0.00027401 -0.00662729 -0.00396493 0.00281644 -0.0164331 -2.72625e-05 -0.00227629 0.00245235 -0.00241281 0.0118418 -0.00756726 internal_weight=7772.87 106.613 102.288 60.603 16.911 43.692 31.8108 41.6851 11.9689 29.7162 17.3893 11.8813 12.3269 7666.26 279.499 245.034 12.0494 232.984 225.785 7.63764 34.4657 29.251 18.9462 10.3048 7386.76 174.887 92.351 60.8312 31.5198 82.5359 internal_count=27017 461 447 264 60 204 147 183 48 135 85 57 50 26556 1082 937 81 856 831 54 145 125 73 52 25474 566 300 199 101 266 is_linear=0 shrinkage=0.03 Tree=1302 num_leaves=31 num_cat=0 split_feature=9 5 11 7 5 5 13 7 6 10 5 9 3 9 5 10 8 4 0 12 10 0 10 11 11 2 4 6 4 12 split_gain=0.252664 1.90888 2.92585 2.46272 1.93166 3.60182 2.88963 4.06048 2.25275 2.52801 2.24226 2.22749 2.16327 1.57255 4.18185 1.9945 1.56721 1.35805 1.2464 2.39848 2.42379 2.00125 4.68324 2.62779 2.71431 2.19841 2.22475 4.44731 1.8237 1.61796 threshold=5.3000000000000016 2.305000000000001 0.33333333333333326 0.90000000000000013 1.8100000000000005 1.8300000000000005 3.1000000000000005 1.1000000000000003 2.1000000000000005 -1.0000000180025095e-35 1.7950000000000002 4.1000000000000005 2.1000000000000005 4.9000000000000012 1.4250000000000007 -1.1666666666666663 2.5000000000000004 1.3350000000000006 925.00000000000011 4.5000000000000009 1.1666666666666672 725.00000000000011 -1.4999999999999996 -1.1666666666666663 0.83333333333333337 3.5000000000000004 2.265000000000001 0.70000000000000007 2.1550000000000011 4.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 10 8 16 -8 9 -6 13 17 -13 15 -15 -1 -7 -12 21 20 29 25 -23 -24 -25 26 28 -28 -2 -20 right_child=18 2 -4 -5 5 6 7 -9 -10 -11 11 12 -14 14 -16 -17 -18 -19 19 -21 -22 22 23 24 -26 -27 27 -29 -30 -31 leaf_value=0.0019264621058043671 0.00013164898222378329 0.01934712649737098 -0.017612565093718665 -0.0095689047960203482 0.0048126665770040844 0.01377853359716724 0.023734723512974329 0.0032751074286227703 -0.005437268250828668 0.02039215849186788 -0.0071819844792701589 -0.016176262023361598 0.0014076666526130726 0.00057900142295515646 -0.0037193977308651988 -0.00017911059613614851 -0.0011574145481660024 0.011737726459853052 -0.00094262599387513659 0.0088473266872474681 -0.019426737060028156 -0.0098988772286459099 -0.0072699600361140291 0.011116095965235587 -0.00037860447293573663 0.0137064007165589 -0.015517082209086871 -0.00039777404314245564 0.0056484268814155081 -0.014641638980437766 leaf_weight=453.85223287343979 3096.9709133841097 4.7672168985009211 13.802060905843971 5.9710006043314934 18.05826024711132 6.4905551597475997 9.743181146681307 83.970331750810146 7.18322929739952 19.491521835327148 6.2458025962114316 22.729043632745746 8.7097367793321592 445.25223014503717 375.48914320021868 3753.0320674329996 244.52863692119718 7.5323918461799622 43.630977235734463 11.700450167059897 10.079160310328005 18.534858472645283 11.242086440324782 69.750839024782181 25.15706342458725 10.718346647918223 24.346785768866539 62.350458316504955 54.885070666670799 9.4379699230194074 leaf_count=1337 9738 26 65 23 54 24 34 255 23 59 20 67 28 1287 1103 10886 807 22 148 42 33 59 36 240 80 50 79 194 166 32 internal_value=-8.33684e-07 -0.000127308 -0.0084756 0.00326833 -8.98021e-05 0.00194625 0.000907001 0.00540225 0.00995519 0.0128997 -0.000246119 -0.00689685 -0.0113048 -0.000186305 -0.00138752 4.80454e-05 -0.000771219 0.00316122 0.00020038 -0.00362869 -0.00594032 0.000285325 0.00401515 0.00644468 0.00806922 0.0001422 9.73073e-05 -0.00464366 0.000227716 -0.00337891 internal_weight=8935.65 5486.85 24.5403 10.7382 5462.31 389.466 344.733 93.7135 44.733 37.5498 5072.84 45.217 31.4388 5027.63 820.741 4206.88 251.019 13.7782 3448.8 74.8486 63.1481 3373.96 124.685 106.15 94.9079 3249.27 3238.55 86.6972 3151.86 53.0689 internal_count=27017 16120 114 49 16006 1256 1120 289 136 113 14750 137 95 14613 2390 12223 831 42 10897 255 213 10642 415 356 320 10227 10177 273 9904 180 is_linear=0 shrinkage=0.03 Tree=1303 num_leaves=31 num_cat=0 split_feature=6 10 9 9 8 2 0 8 5 3 5 8 11 4 11 9 8 10 10 12 0 9 12 2 0 12 4 6 4 10 split_gain=0.23199 2.4523 3.69716 3.908 4.45249 4.34087 3.20811 2.59649 1.91778 1.67037 2.8315 2.3259 2.44327 1.97849 4.15527 4.1214 2.74088 1.95385 1.71597 2.96368 1.54038 1.34106 2.2637 2.90297 2.90855 4.69125 2.00505 1.90466 1.52143 1.40488 threshold=1.7000000000000004 -1.1666666666666663 2.5000000000000004 3.7000000000000006 7.1000000000000005 1.7000000000000004 475.00000000000006 5.3000000000000016 1.2150000000000005 1.1000000000000003 1.9400000000000006 2.3000000000000003 -1.1666666666666663 1.1650000000000007 -0.66666666666666663 5.7000000000000002 3.1000000000000005 -0.33333333333333331 1.8333333333333339 3.3000000000000007 725.00000000000011 8.1000000000000014 1.5000000000000002 0.90000000000000013 475.00000000000006 2.3000000000000007 1.0450000000000006 1.3 1.1350000000000007 -1.1666666666666663 decision_type=2 2 2 2 2 2 2 2 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 -2 6 5 -5 8 -8 -4 10 11 17 -13 14 15 -11 -16 -3 20 -20 -15 29 -23 24 25 -24 -25 -28 -26 -1 right_child=1 9 3 4 -6 -7 7 -9 -10 13 -12 12 -14 18 16 -17 -18 -19 19 -21 -22 22 23 26 28 -27 27 -29 -30 -31 leaf_value=-0.0016073414660385651 -0.019405435834693317 0.0014158548430538887 -0.0089811081971704221 0.00096206227693739681 -0.018381464184111011 0.013578531970596089 0.013966172003956107 0.037555984751841298 0.013978134456337429 -0.013006881992464091 0.015649308833881187 0.0072910873215680074 0.00061553314366319606 0.00046426993533461755 0.0044668303619424974 0.00080446322596809412 -0.0025562879175994035 -0.016523262148072138 -0.021746048346667487 7.6581014819872764e-05 -0.0084513194703907599 0.020690502582179762 -0.015813244896961634 0.019618130457716119 -0.0047842180761070848 0.022360266632443886 0.00028485662717998546 0.0088628946872274378 -0.025064457049562953 -1.2416747055907028e-05 leaf_weight=557.21221320517361 6.2202233076095572 9.6656311154365557 6.8477757871150953 128.01881858706474 8.9387455955147725 30.36566261947155 13.874794021248819 6.0219296813011161 6.2747096717357635 57.553327597677708 11.786726877093313 53.47784611582756 638.45059069246054 793.18682472407818 66.933642111718655 29.367691457271576 197.8183402121067 12.571063429117201 8.7846233397722262 15.454368263483046 17.833121746778488 6.0518162846565238 5.6382753700017947 6.928053990006446 5.7081179618835431 5.9602131247520447 74.39742623269558 33.916419673711061 7.9885970652103424 4603.8226461131126 leaf_count=2140 21 33 26 451 42 110 46 22 20 203 43 183 2190 2810 233 114 690 48 29 58 81 20 21 25 24 24 285 133 36 16856 internal_value=1.70552e-06 0.000267035 0.00337242 0.00407962 0.00221832 0.00338091 0.0135117 0.0211058 0.00199719 -6.8299e-05 0.00106525 0.000824556 0.00113147 -0.000761603 -0.00264923 -0.00834049 -0.000780728 -0.00872566 3.31539e-05 -0.00783231 0.000268229 -0.000104246 0.00272527 0.00195165 -0.00725142 0.0038033 0.0039717 0.00297091 -0.0166126 -0.000184613 internal_weight=7427.07 2119.45 206.563 200.342 167.323 158.384 33.0192 19.8967 13.1225 1912.88 725.952 714.165 691.928 1186.93 351.673 86.921 264.752 22.2367 835.259 24.239 811.02 5307.62 146.589 140.537 25.2952 11.5985 115.242 108.314 13.6967 5161.03 internal_count=27017 7453 738 717 603 561 114 68 46 6715 2497 2454 2373 4218 1240 317 923 81 2978 87 2891 19564 568 548 105 45 443 418 60 18996 is_linear=0 shrinkage=0.03 Tree=1304 num_leaves=28 num_cat=0 split_feature=0 8 10 3 13 10 6 13 9 10 8 8 9 2 4 4 13 2 4 5 0 9 6 4 13 5 4 split_gain=0.251147 1.2004 1.186 2.83191 2.7004 2.58169 2.40355 3.50918 1.95608 3.05569 2.51052 1.78066 1.60713 1.01165 1.43522 2.41031 2.25895 2.00065 1.54256 1.02658 3.37985 0.976792 0.951983 2.83187 1.4129 0.341587 0.000957204 threshold=575.00000000000011 2.1000000000000005 -0.49999999999999994 2.9000000000000004 4.1000000000000005 -1.0000000180025095e-35 2.7000000000000006 3.5000000000000004 3.5000000000000004 -0.66666666666666663 4.7000000000000002 5.1000000000000005 6.5000000000000009 3.3000000000000003 2.2850000000000006 2.2950000000000013 3.5000000000000004 1.7000000000000004 2.2550000000000012 1.5050000000000006 350.00000000000006 5.1000000000000005 1.1000000000000003 2.2150000000000007 1.9000000000000001 1.1850000000000007 2.2350000000000008 decision_type=2 2 2 2 2 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 8 6 -6 7 -4 10 -10 -3 -7 -5 14 18 -16 17 -17 22 25 -21 -20 23 -1 -24 -15 -27 right_child=1 2 4 12 5 11 -8 -9 9 -11 -12 -13 -14 19 15 16 -18 -19 21 20 -22 -23 24 -25 -26 26 -28 leaf_value=-0.00072062559420169947 -0.012119189211229243 0.0030376775449396896 0.00092911020530208168 0.02417214492423525 0.0085939932153087997 -0.012481440148944671 -0.015381167524758939 0.0069939668258487218 -0.00015344404417292582 -0.015300364072813353 -0.013999506887093205 -0.00014786793947383617 0.002920719290507539 -0.0070834828719703678 0.025204845708246288 -0.0073929876912950899 -0.014901222303865602 0.006916376010722953 -0.022509657699700935 -0.019460214203117131 0.014762627093932784 -0.0028488193434678308 0.0025376875904015517 0.018126884105194935 3.2773704843063092e-05 -0.022526858229137144 -0.021615092478786173 leaf_weight=1895.4076241143048 6.8698517084121695 11.795820374041794 710.81409872043878 6.0368013828992826 9.9599436149001104 30.573702834546566 7.5167319327592841 97.660245651379228 320.84968348499388 12.452008662745355 22.888208528980613 16.074218653142452 6.8219555616378784 2.0347825363278416 4.5846357867121688 10.636741146445273 5.9646945111453524 50.751411218196154 4.4427956119179708 5.0102755799889547 5.3926382102072239 4.6594079211354256 212.68668842315674 7.2020210400223723 4299.2206442989409 2.1544950380921364 1.9966576872393487 leaf_count=6831 24 50 2927 20 32 106 23 357 1301 83 146 66 22 21 20 51 38 267 35 32 31 20 642 47 13784 17 24 internal_value=-6.71269e-07 0.000386969 0.000455512 -0.000941321 0.00106516 -0.00527109 0.00150472 0.00166172 -0.0014249 -0.000719326 -0.00820527 -0.00823146 0.0128976 -7.56923e-05 -5.67961e-05 0.00415711 0.00272442 0.00443699 -0.000103987 -0.00747471 -0.00171986 -0.0124453 -8.6475e-05 -0.000649281 0.000150853 -0.0171527 -0.0220883 internal_weight=7772.46 1260.31 1253.44 380.844 872.599 56.6079 815.991 808.474 367.986 333.302 34.684 46.6479 12.8588 6512.15 6495.56 71.9375 67.3528 61.3882 6423.62 16.5888 10.4029 9.1022 6414.52 1902.61 4511.91 6.18594 4.15115 internal_count=27017 5157 5133 1622 3511 204 3307 3284 1580 1384 196 172 42 21860 21735 376 356 318 21359 125 63 55 21304 6878 14426 62 41 is_linear=0 shrinkage=0.03 Tree=1305 num_leaves=24 num_cat=0 split_feature=5 10 4 5 4 13 8 10 8 3 5 0 12 4 8 10 6 11 10 12 11 5 12 split_gain=0.25234 2.20962 1.49256 2.16044 1.54321 3.00031 1.76357 2.93674 2.48291 1.14895 0.948764 2.06495 2.06298 2.42128 1.75139 2.79133 1.18349 0.73157 0.646412 0.781549 1.72955 0.675471 0.00317205 threshold=2.1250000000000009 -2.1666666666666656 0.88500000000000023 2.3150000000000008 0.97000000000000031 2.9000000000000008 2.9000000000000004 0.33333333333333326 3.1000000000000005 3.5000000000000004 2.0250000000000008 525.00000000000011 4.9000000000000012 1.3150000000000006 4.7000000000000002 -0.33333333333333309 0.90000000000000013 0.50000000000000022 -3.1666666666666661 5.700000000000002 0.33333333333333326 1.9900000000000002 3.1000000000000005 decision_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 17 3 -3 5 22 7 -6 -8 10 18 12 13 -12 16 -16 -13 -2 -1 21 -21 -20 -4 right_child=1 2 4 -5 6 -7 8 -9 -10 -11 11 14 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24 leaf_value=-0.0086852667372593496 0.0058720164354680244 0.020161965213673576 -0.024241831708221806 -0.0029095293441548623 -0.0016966385105233869 0.008952574413749222 -0.016949653953139087 0.021396081846699604 0.0002202770665973493 0.01190616646507614 -0.0054994515116665622 -0.0024218963063273096 -0.017713580627785643 0.0030328317327074704 0.0062096709861523122 -0.010987279601093823 -0.018989604891079512 0.020793980036211406 -3.1348319745897144e-05 0.019830715008527487 -0.0027740279557003289 0.0027122146687975149 -0.022932821568134379 leaf_weight=7.706619791686534 5.8154416307806951 8.089530870318411 3.4063877183943969 6.6603951118886462 10.651464045047762 4.1239436492323875 7.710510127246379 9.2696211598813516 447.64420393295586 7.239020273089408 42.856841325759888 5.3826916515827206 5.8531131967902175 99.265960238873959 15.760297104716299 18.4266736805439 13.904175125062464 6.0158186256885529 8112.1312307417393 5.6173835359513742 6.6557947099208832 81.576518297195435 3.2611129023134708 leaf_count=24 21 30 18 35 48 18 39 39 1760 27 175 20 22 330 52 70 65 19 23865 26 24 267 23 internal_value=-1.13476e-06 0.000645075 0.000342352 0.00974393 5.70569e-05 -0.011161 0.000311771 0.0090488 -7.0461e-05 -4.04679e-05 -5.07449e-05 -0.00208477 -0.000258905 0.000459939 -0.00713739 -0.00305943 -0.0143658 0.0134594 -8.58242e-07 7.29769e-06 0.00757207 -4.03342e-06 -0.0236016 internal_weight=8935.02 512.648 500.817 14.7499 486.067 10.7914 475.276 19.9211 455.355 8422.38 8415.14 201.45 147.976 142.123 53.4738 34.187 19.2869 11.8313 8213.69 8205.98 12.2732 8193.71 6.6675 internal_count=27017 2050 2010 65 1945 59 1886 87 1799 24967 24940 734 527 505 207 122 85 40 24206 24182 50 24132 41 is_linear=0 shrinkage=0.03 Tree=1306 num_leaves=31 num_cat=0 split_feature=5 12 12 3 4 11 4 10 7 0 12 8 4 4 4 9 13 10 13 3 11 10 5 8 11 9 9 4 9 6 split_gain=0.235819 2.61137 1.89852 2.34217 2.90226 2.79268 2.05183 1.89615 1.61981 1.94643 2.48228 1.59456 2.48254 1.50455 1.61295 2.71219 2.00586 1.89922 1.47371 1.39636 1.36547 1.18703 0.994575 2.18616 2.44622 2.06592 4.60771 1.93165 0.831463 1.26881 threshold=2.2750000000000008 3.5000000000000004 3.9000000000000008 2.3000000000000003 1.3550000000000006 1.0000000180025095e-35 1.4150000000000007 0.33333333333333326 1.1000000000000003 350.00000000000006 4.9000000000000012 5.3000000000000016 1.7000000000000004 1.8550000000000004 1.4350000000000007 6.9000000000000012 2.1000000000000005 -1.0000000180025095e-35 2.1000000000000005 3.3000000000000003 1.0000000180025095e-35 0.83333333333333337 2.245000000000001 5.7000000000000002 1.0000000180025095e-35 7.3000000000000016 6.3000000000000016 1.3650000000000009 9.5000000000000018 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 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 13 3 6 5 -5 -3 -8 11 21 -11 19 -13 14 15 18 -16 -17 -2 -4 -6 -10 28 25 -25 26 27 -24 -1 -30 right_child=1 2 8 4 20 -7 7 -9 9 10 -12 12 -14 -15 16 17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=2.5575250447908941e-05 -0.0018704866760049935 0.013446427582269833 -0.0059218940847403003 0.017175925203342362 0.0099422642654905975 -0.0092133204357840552 -0.018748588971787931 0.0047646303386290724 -0.0029914936727137983 -0.016104663877725446 0.0012850861037119118 0.01583620201033073 0.0005130313224880359 0.0075550953118533066 0.00016763856415960641 -0.0064979008976502007 -0.02085757425489005 0.0087284543204460916 -0.017230796943743923 0.0044698122016891967 0.027926500120108673 0.015350135617325896 0.003371532230453363 0.0065146047186395144 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-0.00539568 -0.00669859 -0.0040567 -0.0142346 0.00198323 -0.0115426 -0.00206528 0.0203148 0.00419571 3.41301e-05 0.00501482 -0.00536307 0.0102956 0.00539322 0.0158917 9.03627e-06 -0.0063404 internal_weight=7426.75 264.916 184.667 48.3101 30.4169 14.8516 17.8932 12.6887 136.357 44.6734 31.3474 91.6838 41.8204 80.2484 72.913 53.9869 18.9261 29.8791 24.1078 49.8635 15.5653 13.3259 7161.83 35.902 12.1077 23.7943 18.1975 12.2653 7125.93 18.5134 internal_count=27017 1165 790 188 119 63 69 50 602 196 139 406 169 375 349 259 90 146 113 237 56 57 25852 133 46 87 66 43 25719 71 is_linear=0 shrinkage=0.03 Tree=1307 num_leaves=31 num_cat=0 split_feature=13 0 0 10 4 9 2 10 11 5 6 7 5 4 5 9 5 8 2 9 10 10 5 2 4 5 4 4 13 10 split_gain=0.249386 1.46661 2.42488 4.13495 4.70375 5.52835 4.69168 3.29061 3.18814 2.93512 3.22462 5.13204 2.77323 2.39839 5.53516 6.60784 4.1498 4.09946 3.61243 3.95657 4.45248 4.41916 2.76257 2.43937 2.78652 2.30196 2.12478 1.72049 0.89776 2.52954 threshold=2.3000000000000007 350.00000000000006 475.00000000000006 -0.33333333333333331 1.0850000000000006 4.9000000000000012 1.7000000000000004 1.0000000180025095e-35 -1.1666666666666663 1.0750000000000008 1.3 0.50000000000000011 2.8250000000000006 1.5250000000000006 1.4850000000000008 5.7000000000000002 2.1950000000000007 7.1000000000000005 1.1000000000000003 7.5000000000000009 2.1666666666666674 0.83333333333333337 1.4750000000000008 0.70000000000000007 1.5750000000000008 1.0950000000000004 1.4650000000000005 0.92500000000000027 2.7000000000000006 0.83333333333333337 decision_type=2 2 2 2 2 2 2 2 2 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 27 -6 8 -8 -5 10 11 -4 25 14 22 16 -16 -17 23 20 -20 -21 26 -15 -25 -11 -1 -3 29 -2 right_child=28 2 9 6 5 -7 7 -9 -10 12 -12 -13 -14 18 15 17 -18 -19 19 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0028599993133123979 0.00018518353974636902 0.003235998949926381 0.025707168379740977 0.0048120909488509733 0.0047950067557224777 -0.0080444738902786857 0.01276651819684633 -0.0027380487893633714 -0.0093293536169979097 0.013841931592194935 -0.020828075974045603 -0.0058194396468553081 -0.016688516271747601 -0.0054235985606108199 -0.0093036323585887117 -0.00037552669748053686 0.014173452253822126 0.019721713835828159 -0.00050039739778047476 0.018521977899997717 0.027171165568468242 -0.010165019682171414 0.022328107308337196 0.027160561881043922 0.0087971723758529449 0.00021539641479435115 -0.0057050043875005851 0.021611739600136522 -0.00012609745699158033 0.0035103566024415811 leaf_weight=268.3980426043272 1215.3933238489553 7.3225700259208706 5.0488710198551408 15.841282337903975 65.775324057787657 55.774201907217503 17.43506133928895 41.990031592547894 152.21122778952122 11.269481159746645 11.114175841212271 58.391174286603928 8.6622294113039953 8.0471720248460752 131.82281993329525 150.12929298728704 7.1433173269033423 9.7265523225069028 234.47246831655502 21.525398708879951 5.3527848944067946 6.2322303354740134 6.1584299951791754 9.2933087944984418 37.232838720083237 1123.4536061398685 28.871772855520248 12.2690292596817 3797.7438451489434 247.89593357779086 leaf_count=878 4181 22 22 49 242 181 70 173 497 55 47 332 33 25 392 444 21 29 911 69 23 22 19 30 125 4060 104 36 13046 879 internal_value=-2.40979e-07 -0.000246224 -0.000799654 -0.00293153 0.00110223 -0.00109652 -0.00543433 0.00181092 -0.00799633 -0.000154424 -0.00592185 -0.0033104 0.00022164 0.000703626 -0.000413994 -0.00331214 -0.00809683 0.000847305 0.00279295 0.00135829 0.000117219 0.0120811 0.00244015 0.00982734 0.0124651 0.000350728 0.00202814 0.0147436 0.000117161 0.000748501 internal_weight=7772 2510.96 1586.56 368.619 141.141 121.55 227.478 59.4251 168.053 1217.94 74.5542 63.44 1143.39 924.406 602.25 298.822 138.966 159.856 322.156 267.583 239.825 27.7576 303.428 54.5733 46.5261 1134.72 297.27 19.5916 5261.03 1463.29 internal_count=27017 8911 5819 1270 481 423 789 243 546 4549 401 354 4148 3092 1887 886 413 473 1205 1025 934 91 1001 180 155 4115 982 58 18106 5060 is_linear=0 shrinkage=0.03 Tree=1308 num_leaves=24 num_cat=0 split_feature=13 7 5 12 12 8 11 5 8 4 11 10 5 12 5 8 12 8 3 12 9 12 5 split_gain=0.292839 0.295161 1.41209 2.30577 2.83309 2.69328 2.26895 3.51762 1.97414 3.69637 1.87649 1.32249 1.25598 0.49146 0.886086 1.50612 0.49454 1.70604 2.18298 0.79064 2.04616 0.983652 0.642683 threshold=0.50000000000000011 0.3000000000000001 1.7250000000000003 2.7000000000000006 2.5000000000000004 3.9000000000000004 0.50000000000000022 1.7950000000000002 4.3000000000000016 1.4750000000000008 -0.83333333333333315 0.50000000000000022 2.1050000000000009 6.1000000000000005 1.9900000000000002 5.9000000000000012 5.3000000000000016 7.3000000000000016 3.1000000000000005 4.9000000000000012 6.3000000000000016 4.700000000000002 2.1150000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 7 -4 -8 -10 -5 -12 -9 16 -15 -16 19 18 -18 21 -21 -3 -19 right_child=1 13 6 10 -6 -7 8 12 9 -11 11 -13 -14 14 15 -17 17 22 -20 20 -22 -23 -24 leaf_value=0.0067714410099633561 -0.016783041096530487 3.5041726307809066e-06 0.021165678364506262 0.0039876521889637973 0.018189481353686553 0.0021926847140388071 0.023822113690760736 -0.013271096846975784 -0.01804396018829927 0.013905105848101418 -0.0094911743838010498 -0.024528311307948053 -0.00046748108918264044 0.0052445034304770804 -0.023258995273892115 0.00017931202550223508 0.0046239618504567061 0.022618051373012264 -0.0094040477345423128 0.00046813239199659774 -0.0097740938831036277 0.0034463365547068151 0.0074006740602106822 leaf_weight=5.7427228391170493 9.2693478912115079 8576.7115433122963 4.711363047361373 6.6139492690563229 6.8216047137975684 24.589717164635658 6.353987297043207 13.820976786315443 4.7450292110443106 10.407598987221716 17.677606314420704 7.4959231019020072 13.760698741301892 4.7093261629343024 4.5517046283930522 5.3886033333837986 33.169618681073189 4.3732184171676618 14.283020759001372 51.974607549607754 26.507883008569479 75.344332411885262 5.8245978280901909 leaf_count=19 32 25642 17 23 24 78 27 63 26 36 57 25 71 18 33 23 120 21 78 189 113 262 20 internal_value=-8.71934e-07 -5.22752e-06 -0.00144539 -0.00417892 0.000551395 -0.00300216 0.00223667 -0.0027911 0.00978606 0.00390029 -0.0102326 -0.0139688 -0.00688328 1.54302e-05 -0.0054748 -0.0105532 2.45822e-05 0.00279402 0.000401597 6.29476e-06 -0.00299123 3.34852e-05 0.0139265 internal_weight=8934.85 8929.11 126.268 72.4681 40.6807 33.8591 53.7997 32.293 21.5066 15.1526 31.7875 25.1735 27.5817 8802.84 14.6496 9.94031 8788.19 57.6505 47.4526 8730.54 78.4825 8652.06 10.1978 internal_count=27017 26998 479 239 134 110 240 151 89 62 105 82 134 26519 74 56 26445 239 198 26206 302 25904 41 is_linear=0 shrinkage=0.03 Tree=1309 num_leaves=27 num_cat=0 split_feature=2 9 9 4 4 0 5 3 11 4 13 13 11 3 6 4 2 2 4 8 6 12 5 4 6 5 split_gain=0.230387 3.35905 1.82463 2.46242 2.23368 2.17703 2.11642 2.05947 0.862778 0.494633 1.59251 3.4119 1.81814 1.77658 1.03277 0.571794 1.17118 0.520892 4.15872 4.48541 2.70965 0.554071 0.750847 0.664949 0.157205 0.00124904 threshold=2.9000000000000004 7.7000000000000002 7.3000000000000016 2.5450000000000008 2.745000000000001 925.00000000000011 1.4450000000000007 0.70000000000000007 1.0000000180025095e-35 2.6350000000000011 2.3000000000000007 1.9000000000000001 0.50000000000000022 1.5000000000000002 1.1000000000000003 2.5750000000000006 2.3000000000000003 2.7000000000000006 1.8850000000000005 4.1000000000000005 1.3 5.700000000000002 2.475000000000001 2.3550000000000009 0.90000000000000013 1.7350000000000003 decision_type=2 2 2 2 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 25 7 -7 -2 -6 15 11 13 14 -11 -12 17 -17 21 19 -19 -20 23 -23 -1 -3 -5 right_child=1 24 -4 4 8 6 -8 -9 -10 10 12 -13 -14 -15 -16 16 -18 18 20 -21 -22 22 -24 -25 -26 -27 leaf_value=3.1599560146607206e-05 -0.012567054546963372 -0.014899580597770556 0.021067644342272214 -0.021514479919467842 0.007053996952407199 0.029098278731063184 0.002119541702874195 0.0034766546230647179 -0.0084726930040873137 0.013772510433833266 -0.024021130840758891 0.029625878623032873 0.011260993826759351 -0.012319244390705411 -0.0017733963875389619 -0.022905024412437362 0.0036263588464338771 -0.012036738291022321 -0.0031364868317029465 0.014599007547968494 -0.01879036325644658 -0.017082609018995255 -0.00070956015372373624 -0.0034441908066658467 -0.024161405240047031 -0.022372291280579618 leaf_weight=7128.9053205475211 7.9033964183181515 3.24762313440442 4.5224612001329652 4.6064733937382725 6.49992878269404 5.5985001027584058 4.9139857366681099 81.016999360173941 6.384897168725729 4.3645361661911029 3.8188954219222051 5.3995747268199912 4.3663841784000397 5.0850829482078552 3.6947688460350037 2.9198225028812876 3.0738797411322594 8.0700574517250079 32.047098517417908 19.293463617563248 14.434611693024634 4.0116711184382421 6.7828762829303741 49.882920291274786 3.3514621667563915 2.2857307009398937 leaf_count=25513 48 24 21 55 40 29 22 365 38 20 24 20 20 23 19 21 21 30 159 73 70 22 35 268 18 19 internal_value=1.15522e-06 0.00125136 0.00236362 0.00165404 -0.00801383 0.00357696 0.0164873 0.00205066 -0.000640039 -2.11772e-05 0.00405237 0.0106022 -0.00413438 -0.000268134 -0.013081 -3.61554e-05 -0.00929836 -2.85123e-05 -0.00253528 0.00674359 -0.0079977 -2.76493e-06 -0.00679442 7.44749e-06 -0.0196034 -0.021799 internal_weight=7426.48 130.331 123.732 119.21 19.777 99.4329 10.5125 88.9204 12.8848 7296.15 26.7292 14.8492 11.88 9.44962 7.51366 7269.42 5.9937 7263.43 73.8452 27.3635 46.4817 7189.58 10.7945 7178.79 6.59909 6.8922 internal_count=27017 679 637 616 152 464 51 413 78 26338 126 63 63 43 43 26212 42 26170 332 103 229 25838 57 25781 42 74 is_linear=0 shrinkage=0.03 Tree=1310 num_leaves=19 num_cat=0 split_feature=4 0 5 5 0 10 7 12 4 8 0 6 8 8 13 8 9 4 split_gain=0.250259 0.902787 0.990975 1.02403 1.03864 1.31448 1.00033 0.48456 0.414559 0.835291 0.810353 1.01541 0.390281 1.64388 1.74031 0.857095 0.84172 0.660602 threshold=2.7150000000000003 875.00000000000011 1.2950000000000006 1.5250000000000006 575.00000000000011 0.50000000000000022 1.1000000000000003 6.5000000000000009 2.5850000000000013 9.1000000000000014 875.00000000000011 1.3 9.3000000000000025 9.9000000000000021 2.5000000000000004 9.1000000000000014 5.5000000000000009 2.5350000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 -2 -4 6 -6 -5 8 12 10 11 -10 15 16 -15 17 -14 -1 right_child=1 -3 3 4 5 -7 -8 -9 9 -11 -12 -13 13 14 -16 -17 -18 -19 leaf_value=1.061434472695949e-06 -0.021094749459164026 -0.022084713386304817 0.017704371434628281 0.00051882431976425151 -0.0061520450961813928 0.02226121227757762 -0.022413721337084642 0.0083032395560258022 0.0033106853000322888 0.019209634352105112 0.013303834102385777 -0.016414239595534768 -0.02375441106151488 -0.0064238924526333376 0.015900289516052026 0.010061744234488091 -0.0052486966819873093 -0.0088906451009839339 leaf_weight=7690.3552912222221 1.9924615006893933 2.0770302833989254 2.8288945183157912 3.6756625398993474 3.1662768367677927 2.7279194891452789 3.2042989768087864 6.3332508131861678 8.2123904973268527 2.9215011335909358 4.028536293655633 3.2897636741399756 4.178695961833002 7.6081037446856481 5.3547943830490112 7.6154550798237315 4.7002085261046886 7.5272663235664359 leaf_count=26476 36 35 30 21 28 16 26 26 52 16 28 24 27 33 22 34 25 62 internal_value=-1.01479e-07 -0.00337947 -0.00117145 0.0013727 -0.00224402 0.00699802 -0.0101619 8.47434e-06 1.69223e-06 0.004493 0.00172463 -0.0023309 -9.0326e-06 -0.00401356 0.00279792 2.31852e-06 -0.0139581 -7.6332e-06 internal_weight=7771.8 19.6725 17.5955 15.6031 12.7742 5.8942 6.87996 7752.13 7745.79 18.4522 15.5307 11.5022 7727.34 21.8418 12.9629 7705.5 8.8789 7697.88 internal_count=27017 192 157 121 91 44 47 26825 26799 120 104 76 26679 107 55 26572 52 26538 is_linear=0 shrinkage=0.03 Tree=1311 num_leaves=24 num_cat=0 split_feature=13 7 5 12 12 8 11 5 8 4 11 10 3 12 5 11 13 8 13 8 13 12 4 split_gain=0.282459 0.284479 1.35616 2.22167 2.70896 2.6046 2.1729 3.36386 1.86006 3.56015 1.81286 1.29331 1.23678 0.468378 0.851813 1.50148 0.478851 1.56829 3.49969 1.8073 0.938508 4.46134 0.480054 threshold=0.50000000000000011 0.3000000000000001 1.7250000000000003 2.7000000000000006 2.5000000000000004 3.9000000000000004 0.50000000000000022 1.7950000000000002 4.3000000000000016 1.4750000000000008 -0.83333333333333315 0.50000000000000022 1.7000000000000004 6.1000000000000005 1.9900000000000002 0.83333333333333337 1.3000000000000003 7.1000000000000005 1.1000000000000003 3.5000000000000004 1.5000000000000002 2.3000000000000007 2.5350000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 7 -4 -8 -10 -5 -12 -9 16 -15 -16 17 19 -19 -3 21 -18 -22 right_child=1 13 6 10 -6 -7 8 12 9 -11 11 -13 -14 14 15 -17 20 18 -20 -21 22 -23 -24 leaf_value=0.0066481631987804464 -0.016558548375654469 -0.0053493351605340229 0.020568416817461594 0.0039050347340033797 0.017731989358118705 0.0021461938593610873 0.023085549651660649 -0.016530807769322052 -0.017896394205709067 0.013571259504546265 -0.0093193731135672656 -0.024237658325486789 -0.0026214740106482613 0.0051497129878077599 -0.019228150818199754 0.0050952371764788548 0.0043416490018487177 -0.017861603915127946 0.0043727476139437038 0.0031208242892361219 1.8632652194856498e-05 -0.004540210035748421 0.0024680819130063979 leaf_weight=5.7466067299246779 9.2075880169868451 25.640708923339844 4.7500695288181296 6.6223501265049007 6.857399880886077 24.602880865335464 6.4249038770794895 8.2007662281394023 4.6889935843646517 10.440945856273173 17.638777613639835 7.4344918727874747 19.278205323964357 4.7003936842083922 6.2709422651678306 3.5926545914262533 72.925560347735882 11.635192409157753 14.082663215696812 195.82129740715027 8226.5773664545268 168.50417869538069 72.646446160972118 leaf_count=19 32 82 17 23 24 78 27 33 26 36 57 25 101 18 34 22 214 38 48 610 24600 540 313 internal_value=-7.91456e-07 -5.07087e-06 -0.00141962 -0.00410128 0.000539335 -0.00294766 0.00218842 -0.0027429 0.0095618 0.00381896 -0.0100555 -0.0137428 -0.00677255 1.5201e-05 -0.00536031 -0.0103688 2.41098e-05 0.00132584 -0.00568645 0.00214016 -1.35642e-05 -0.00185738 4.00737e-05 internal_weight=8934.29 8928.54 126.147 72.3635 40.6679 33.8105 53.7839 32.229 21.5548 15.1299 31.6956 25.0733 27.479 8802.4 14.564 9.8636 8787.83 247.18 25.7179 221.462 8540.65 241.43 8299.22 internal_count=27017 26998 479 239 134 110 240 151 89 62 105 82 134 26519 74 56 26445 778 86 692 25667 754 24913 is_linear=0 shrinkage=0.03 Tree=1312 num_leaves=31 num_cat=0 split_feature=4 2 10 11 5 3 4 7 6 6 5 11 5 13 8 2 7 5 7 8 7 9 10 5 4 3 5 10 9 0 split_gain=0.240126 2.67162 3.86327 3.27425 2.54393 2.53793 2.29975 2.03681 3.56173 2.91111 1.88954 2.76398 2.80632 3.3842 2.54653 2.40602 3.70329 3.16224 2.34091 5.80513 3.52098 2.02036 1.84326 1.80096 1.85315 2.65713 2.21995 1.92801 1.80259 1.72465 threshold=2.0250000000000008 1.7000000000000004 0.33333333333333326 -1.1666666666666663 1.3150000000000006 2.1000000000000005 1.9400000000000006 0.70000000000000007 1.5000000000000002 1.1000000000000003 1.5550000000000008 -0.66666666666666663 1.7400000000000007 2.1000000000000005 5.9000000000000012 1.7000000000000004 1.3 1.3750000000000007 1.5000000000000002 5.1000000000000005 2.3000000000000003 4.9000000000000012 0.83333333333333337 0.82000000000000028 2.0350000000000006 0.70000000000000007 1.1050000000000006 -1.1666666666666663 5.3000000000000016 475.00000000000006 decision_type=2 2 2 2 2 2 2 2 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 -2 -5 -6 -1 -4 9 -9 14 12 -12 -14 18 17 -17 -16 19 -8 -20 29 -23 -3 28 26 -26 -27 -25 -13 right_child=1 23 7 4 5 -7 10 8 -10 -11 11 21 13 -15 15 16 -18 -19 20 -21 -22 22 -24 24 25 27 -28 -29 -30 -31 leaf_value=4.7466651471365605e-05 0.017370549748457722 0.017615139095651645 -0.0039061899252814561 -0.010962079540730136 0.0051940288277463028 -0.012820744811997718 0.010509467536292382 0.017613062611074409 0.032519933682833096 -0.0019050684491948185 -0.011668791940672746 -0.0074556050988540705 0.02661584736453091 -0.0021653341705771098 0.0070584398301316914 -0.0021807026235495853 0.020177479770312434 -0.016146418987202187 -0.019646310460785809 -0.015780301348485237 0.0083251286059624185 -0.0039436290491539419 -0.019077448835984709 0.020667425326237786 0.0031917151375861993 0.0042006402113811811 -0.015648460450107253 -0.0014708812838185429 -0.00086907641555799544 -0.026636460582053014 leaf_weight=6700.2236569672823 9.1467918157577497 4.8668642900884143 6.3132765665650359 19.276763245463371 39.110739357769489 8.5827613323926908 19.300534054636959 16.826725430786613 7.7984756827354422 11.631348125636576 7.9744004607200649 7.5000091046094921 6.5129074901342383 8.4439769834279996 12.243811562657358 11.784598723053934 15.354699686169623 9.3000846058130247 16.095362417399887 12.426128171384333 5.4120860397815695 44.563890039920807 8.649006173014639 7.052151791751383 7.9427659288048771 65.764191064983606 19.321185663342476 300.16777455434203 6.9397884532809258 9.6440210193395597 leaf_count=23760 35 28 25 94 152 35 73 62 26 42 29 26 23 31 57 55 77 38 72 53 25 169 35 30 55 288 129 1429 27 37 internal_value=1.2796e-06 0.00061617 0.00458208 0.000534391 -0.00176509 0.00195215 -4.60485e-05 0.0118196 0.0145579 0.00963564 -0.00325586 -0.00634092 0.00270421 0.0103673 -0.000432 0.00452681 0.010469 -0.00295865 -0.00496689 0.000212764 -0.0126076 -0.00928898 -0.00640342 -0.000526159 -0.00074299 -0.00112477 -0.0101598 -0.000451613 0.00998565 -0.0182454 internal_weight=7426.17 530.742 118.687 76.1171 66.9703 47.6935 6895.43 42.5698 36.2565 28.4581 195.206 93.2882 22.9313 14.9569 101.917 48.6832 27.1393 21.5439 53.2341 31.7267 21.5074 70.3569 53.2129 412.055 407.188 393.196 27.264 365.932 13.9919 17.144 internal_count=27017 2457 471 316 281 187 24560 155 130 104 800 350 83 54 450 227 132 95 223 126 97 267 204 1986 1958 1901 184 1717 57 63 is_linear=0 shrinkage=0.03 Tree=1313 num_leaves=31 num_cat=0 split_feature=3 7 11 12 4 13 13 9 9 0 2 9 9 3 10 11 5 10 4 6 4 7 9 13 5 12 11 4 6 0 split_gain=0.249633 2.63856 1.83448 3.20176 2.47454 2.36815 3.12801 1.78662 1.45453 1.2937 1.24707 0.946891 0.743572 0.481816 2.65842 4.12643 3.96414 2.83986 5.33818 3.90898 2.44933 2.36624 1.53571 2.8402 2.7726 0.96865 4.68677 4.49772 4.70499 4.12032 threshold=0.3000000000000001 0.50000000000000011 -1.0000000180025095e-35 1.1000000000000003 1.1750000000000005 3.5000000000000004 3.1000000000000005 5.3000000000000016 6.1000000000000005 350.00000000000006 0.90000000000000013 4.3000000000000016 4.3000000000000016 0.50000000000000011 -1.1666666666666663 0.50000000000000022 1.3150000000000006 -1.0000000180025095e-35 1.3750000000000007 1.5000000000000002 1.6250000000000002 1.3 4.7000000000000002 3.3000000000000007 1.0750000000000008 1.3000000000000003 -1.0000000180025095e-35 1.195000000000001 2.1000000000000005 350.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 -5 9 -9 12 -11 -7 -4 14 16 17 20 19 -19 -16 21 -2 24 -24 -17 26 -15 28 -28 -29 right_child=13 2 7 5 -6 11 -8 8 -10 10 -12 -13 -14 25 15 22 -18 18 -20 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31 leaf_value=0.021412871209524509 -0.01618058814429264 0.025713744810849721 -0.011244385603574804 -0.0038938342300646822 0.0024259116391419514 -0.0078308765916731467 0.019472197982362462 0.014655425870686675 -0.0064837039485853053 -0.016370060168607876 0.00026021323130034761 -0.025143268583475438 -0.026053360100326373 -0.0074402685252723958 0.0026835011480948732 -0.01965505445043917 0.025471050141126318 0.0098196430944940318 -0.0023042062158411328 -0.010411314124399232 0.018487916075209731 0.0073274298685419726 -0.026885887745884511 0.00044063556894603133 0.0060447317969504191 2.6923673301183338e-05 -0.0061821984466601688 0.025812918259126544 0.015924822270349057 0.0033431441255145308 leaf_weight=4.3596881031990042 7.4471859335899406 6.9532407224178341 6.0433225929737109 25.353154850192372 10.030585777014492 6.9742533564567548 6.4727634936571112 5.0899875685572606 6.9016718380153179 6.4896417558193233 10.831565864384173 4.8004263266921043 6.1639358401298523 82.300220936536789 50.779861282557249 6.0588313452899518 9.6556701343506557 73.324704885482788 58.973885271698236 34.425844255834818 6.0627215690910807 7.9861403107643127 9.472431790083645 5.3601582236587992 10.036441326141356 7210.7303350139409 50.282220020890236 11.592373937368395 10.468302190303801 20.04469121992588 leaf_count=14 26 23 25 118 37 33 29 21 27 28 57 24 25 266 199 32 34 248 261 121 30 31 41 20 39 24908 168 36 31 65 internal_value=-3.12876e-07 -0.00144301 -0.00241892 0.000910006 0.01196 -0.00339433 0.000858355 -0.00727634 0.00248902 -0.0112421 -0.00597056 -0.014889 -0.018722 1.97257e-05 0.00124219 0.000206302 0.00950333 0.00166426 0.00441527 -0.00260723 0.0023309 -0.00401611 -0.010047 -0.0170107 -0.00362958 -2.65523e-05 -0.00223392 0.00240396 -0.0023728 0.0115765 internal_weight=7771.47 106.464 102.105 60.5844 16.9838 43.6006 31.8259 41.5201 11.9917 29.5285 17.3212 11.7747 12.2073 7665 279.584 248.432 31.1517 217.504 132.299 85.2057 21.496 15.4333 30.9279 14.8326 16.0953 7385.42 174.688 92.3876 60.7505 31.6371 internal_count=27017 461 447 264 60 204 147 183 48 135 85 57 50 26556 1082 961 121 829 509 320 87 57 132 61 71 25474 566 300 199 101 is_linear=0 shrinkage=0.03 Tree=1314 num_leaves=19 num_cat=0 split_feature=4 4 4 5 5 10 9 4 10 11 4 12 7 5 5 3 5 3 split_gain=0.262312 0.681724 0.361153 0.261932 2.10098 2.51379 4.97926 2.50292 1.58674 2.39942 1.41956 1.25312 2.11495 3.62857 3.5336 1.52579 4.03242 1.61909 threshold=2.975000000000001 3.0750000000000006 2.8750000000000004 1.2550000000000006 1.2250000000000008 0.33333333333333326 6.1000000000000005 2.0050000000000012 -2.1666666666666656 0.50000000000000022 0.79500000000000026 2.1000000000000005 2.1000000000000005 1.3050000000000006 1.3250000000000008 0.70000000000000007 1.4150000000000007 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 8 7 -7 -6 9 -1 -10 12 13 -5 -14 16 -13 -17 right_child=1 -3 -4 11 5 6 -8 -9 10 -11 -12 15 14 -15 -16 17 -18 -19 leaf_value=0.012898809074783977 -0.010966111785494391 0.0023619747726168747 0.0070814325138264531 0.0058455220996825015 -0.0057927696206037434 0.0033429310661266826 -0.017248845475107071 0.011692410823886362 -0.0044537356920100243 -0.0071713740563943505 7.7264345188720257e-05 -0.0021536259857776133 -0.011194691441559311 0.00073509959657817598 4.5770174385783385e-05 -0.0026296971835057842 0.0087117818189315875 -6.925858257239246e-05 leaf_weight=19.254633434116844 6.7339716553688032 7.0910363644361496 6.4872931912541381 143.09424749016762 161.50557757914066 90.966537483036518 11.957953065633772 7.7201930098235598 63.975863948464394 7.4295872822403899 2282.1606624871492 62.492239937186241 32.4235660135746 991.3303120881319 112.51975335180759 233.47379095852375 60.503275215625763 4632.6462004873902 leaf_count=66 24 27 29 404 458 266 36 36 193 25 6616 190 89 2905 314 687 187 14465 internal_value=-7.93041e-07 -0.00412995 5.60674e-06 4.5689e-07 -0.000249902 -0.00274651 0.000950541 -0.00499508 3.64459e-05 0.00731074 -4.62897e-05 0.000106095 0.00094372 0.00137972 -0.0024687 -0.000108699 0.00319123 -0.000192107 internal_weight=8933.77 13.825 8919.94 8913.45 2644.97 272.15 102.924 169.226 2372.82 26.6842 2346.14 6268.48 1279.37 1134.42 144.943 4989.12 122.996 4866.12 internal_count=27017 51 26966 26937 7696 796 302 494 6900 91 6809 19241 3712 3309 403 15529 377 15152 is_linear=0 shrinkage=0.03 Tree=1315 num_leaves=31 num_cat=0 split_feature=4 4 9 6 5 9 7 9 4 13 2 12 8 2 8 7 5 8 5 10 2 7 10 12 11 2 5 10 8 2 split_gain=0.235371 2.36943 3.19468 2.26503 2.27933 2.18344 1.77185 2.51027 2.94311 5.1541 4.38284 3.1037 2.85841 2.46842 4.47709 4.99653 3.33498 2.85047 2.34063 3.04942 2.19624 2.04156 3.09697 2.53631 1.97884 1.82566 2.52092 3.16792 1.77055 1.67252 threshold=1.7950000000000006 1.7750000000000004 7.9000000000000012 0.90000000000000013 1.7250000000000003 4.3000000000000016 1.3 5.3000000000000016 1.9400000000000006 1.3000000000000003 0.90000000000000013 4.3000000000000016 4.9000000000000012 1.3 5.5000000000000009 1.9000000000000001 1.3850000000000005 4.9000000000000012 1.4450000000000007 -1.0000000180025095e-35 1.1000000000000003 2.7000000000000006 -0.33333333333333309 2.7000000000000006 0.83333333333333337 2.7000000000000006 2.6150000000000007 -1.8333333333333328 4.5000000000000009 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 -5 7 8 10 24 -2 -12 -11 14 16 20 -8 18 19 -15 -16 23 -23 -19 -10 -9 27 -27 -18 -20 right_child=6 2 -4 4 -6 -7 13 25 9 12 11 -13 -14 17 15 -17 28 21 29 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-7.5522532195543614e-06 -0.013849128444116985 -0.016263899191071136 0.017584592052845852 -0.009007658698405363 -0.013473009279580389 0.0056441678082341145 0.027144263579381281 0.00047448805304370345 -0.019171435795560542 0.01080481262442994 0.0063742686416380229 0.021099705389643415 0.00068654521054376167 -0.0024614787404770551 -0.00072620074714816211 -0.015681704108283449 0.018879881216697428 -0.0065559095532059858 -0.0078485516101777994 -0.017400382177503466 0.014101673053844311 -0.0047776359164675066 0.020877074375772554 0.00020683643601174587 0.002867445661575057 0.018671723799825405 0.016448819100419853 -0.011149733513306287 -0.00065701397486515932 0.0024363142087966668 leaf_weight=6132.8808616399765 8.8083314299583417 17.63297189027071 5.1300243437290183 14.84418101608753 15.866976112127302 23.878749653697014 10.320687189698221 274.60968551412225 14.73887922614813 30.884083546698093 115.36814666539431 14.501279041171072 134.81908604875207 22.239927537739277 25.335907481610775 15.284284673631189 6.2854908108711269 59.675671704113483 24.477114230394363 27.508741676807404 13.934640064835547 7.5187004730105427 9.696450009942053 305.03804817143828 4.8809662312269202 3.5219780746847382 4.027423530817031 35.730830810964108 12.432640165090559 33.993043519556522 leaf_count=21534 32 84 17 68 62 95 37 1051 76 115 427 50 587 97 95 67 20 289 85 128 54 39 48 1458 21 14 15 175 44 133 internal_value=1.36317e-06 -7.33628e-05 -0.00529111 -0.00691599 -0.00389654 2.74864e-05 0.000383112 0.00146595 0.00332425 0.000850874 0.00662956 0.00801852 0.00257241 -0.000828342 0.00393651 -0.00112879 0.0134526 -0.00164098 -0.00593887 -0.010722 0.00453528 -0.000423177 0.0096724 -0.000899707 -0.0136887 -0.00042808 -0.00615481 -0.00847399 0.00590342 -0.0018692 internal_weight=7425.87 6210.23 77.3529 72.2229 54.5899 38.7229 1215.63 641.891 324.001 185.323 138.678 129.869 165.703 573.741 83.5937 54.5548 29.0388 490.148 108.219 49.7487 39.2705 381.929 17.2152 364.714 19.6198 317.89 43.2802 39.2528 18.7181 58.4702 internal_count=27017 21860 326 309 225 163 5157 2563 1308 799 509 477 702 2594 317 216 101 2277 443 225 149 1834 87 1747 97 1255 204 189 64 218 is_linear=0 shrinkage=0.03 Tree=1316 num_leaves=31 num_cat=0 split_feature=4 4 12 9 8 10 2 2 0 2 9 9 11 0 12 5 4 6 3 13 4 9 6 11 9 4 8 7 12 10 split_gain=0.250399 2.33587 4.13216 3.94083 3.12166 2.81086 3.6437 2.76488 2.71601 2.32956 2.8029 3.56385 2.08873 2.90008 5.69798 3.91569 6.26728 4.70991 4.00366 3.47442 3.13884 4.08854 3.09669 2.09322 4.87532 4.27257 4.12819 3.1105 3.9425 3.08746 threshold=1.0950000000000009 1.1350000000000007 2.5000000000000004 4.9000000000000012 4.9000000000000012 -0.33333333333333331 1.3 1.3 575.00000000000011 0.90000000000000013 6.1000000000000005 4.1000000000000005 -0.66666666666666663 350.00000000000006 1.3000000000000003 1.4750000000000008 1.0750000000000008 0.70000000000000007 1.5000000000000002 3.7000000000000006 1.0050000000000006 4.7000000000000002 2.3000000000000003 -0.33333333333333309 2.5000000000000004 1.0350000000000008 2.3000000000000003 0.70000000000000007 2.3000000000000007 1.1666666666666672 decision_type=2 2 2 2 2 2 2 2 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 9 5 8 6 -4 -7 -5 10 11 -2 13 14 -1 17 18 -15 -17 -19 22 -22 -16 24 -14 26 -25 28 -27 -28 right_child=1 -3 3 4 -6 7 -8 -9 -10 -11 -12 -13 23 15 20 16 -18 19 -20 -21 21 -23 -24 25 -26 27 29 -29 -30 -31 leaf_value=-0.019830298691123266 -0.0088952817101153724 4.706201716762283e-05 -0.013529582982475922 -0.0032516554115297022 0.010442094160253669 0.021283922154600482 0.015433371881650915 0.003899368243214762 -0.021738111378567224 -0.0093385160072918215 -0.012309935219725704 0.0040113408306377768 0.021529085514611818 0.032515425870176293 -0.0051781243139962969 -0.0038991829332365863 -0.020023012936147232 0.0036373471680049146 0.008117736452766762 0.015369113967889292 -0.0040878050757360788 0.014072729692623027 0.010613011955256477 -0.0096340937402595549 -0.0040084060584359201 -0.001149516220634559 0.00012635303391631849 0.0024822438742395096 0.021168623364093898 -0.012825142041318221 leaf_weight=13.320255994796751 28.532868608832359 6058.7639750344679 9.7979915142059344 41.282351583242416 12.255905881524084 17.802017822861671 6.504573091864585 15.318723328411577 8.6516441404819471 78.31420611590147 21.332580417394638 59.213576346635818 6.9725485295057288 6.5641889348626128 71.106807477772236 46.081673830747604 12.3688528239727 94.968628123402596 54.420045025646687 29.863815680146217 18.297963917255402 28.589629858732224 13.261098325252531 45.775421783328056 191.87291873991489 11.374102860689165 546.52994748950005 185.84155752509832 19.062222748994827 17.083282113075256 leaf_count=41 94 21784 29 121 36 53 21 51 25 266 62 178 24 22 211 133 35 293 158 92 60 85 38 144 586 32 1654 580 56 53 internal_value=-3.90927e-07 -8.06823e-05 -0.00266916 0.00190054 -0.00312477 0.00822395 -0.00197363 0.0132434 -0.00645465 -0.00539093 -0.00255672 -0.000185558 0.000360788 0.0022328 -0.00113483 0.00422601 0.000127801 0.00774641 0.00260778 0.00644395 0.000762451 0.00698555 -0.00269605 -0.000349714 -0.00311293 0.000315752 -0.000969897 0.00393822 0.0128283 -0.000266211 internal_weight=7771.13 6357.77 299.006 111.613 62.1899 49.4233 16.3026 33.1207 49.934 187.393 109.079 87.7464 1413.35 388.843 144.576 244.267 112.871 131.397 100.502 124.832 131.255 46.8876 84.3679 1024.51 198.845 825.667 609.389 216.278 30.4363 563.613 internal_count=27017 22720 936 336 182 154 50 104 146 600 334 272 4297 1168 435 733 326 407 291 385 394 145 249 3129 610 2519 1851 668 88 1707 is_linear=0 shrinkage=0.03 Tree=1317 num_leaves=26 num_cat=0 split_feature=12 4 10 8 13 5 4 7 4 9 6 9 10 8 4 9 4 8 4 13 10 4 8 11 4 split_gain=0.264556 1.32922 1.26133 1.25002 1.08369 1.046 1.90578 1.84277 5.25869 2.01095 1.66899 5.36219 1.79685 1.11313 3.4934 2.74403 1.58112 3.98063 1.78485 1.03809 1.89533 1.6292 1.06975 3.37938 2.27081 threshold=2.5000000000000004 0.71500000000000019 -2.4999999999999991 1.7000000000000004 5.9000000000000012 1.2050000000000007 2.0950000000000011 0.90000000000000013 2.1250000000000004 4.1000000000000005 2.1000000000000005 4.1000000000000005 2.1666666666666674 3.5000000000000004 0.77500000000000036 4.1000000000000005 1.3250000000000008 7.1000000000000005 1.3350000000000006 5.3000000000000016 0.33333333333333326 1.2850000000000008 5.7000000000000002 -1.1666666666666663 1.2450000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 -2 19 6 10 9 -9 -8 12 -12 -3 14 -7 -16 17 -15 -18 22 21 -21 24 -24 -4 right_child=1 5 4 -5 -6 13 7 8 -10 -11 11 -13 -14 16 15 -17 18 -19 -20 20 -22 -23 23 -25 -26 leaf_value=-0.010720532957348875 -0.00074819191603078025 0.0027083325798000655 0.0003561029338736014 -0.017619913412116928 -0.010791116459410111 0.021471284523305059 -0.0036287934592939058 -0.031580318713287592 -0.002525640785675607 0.018377932412018301 0.0054810729650674106 -0.012602059211123728 -0.009659052706994185 0.0011200784995392481 -0.006060410100380339 -0.0004674986899615207 -0.007084318798637408 0.018168700026937143 -5.7321352831174354e-05 0.0077762816474871632 0.015538437047338576 -0.011094879621680209 -0.005345417120811327 0.001262365199537506 -0.0012439216770053997 leaf_weight=10.183388352394102 8.597220450639723 499.94838813692331 1630.5290581807494 7.3149315342307082 8.5947143286466581 5.9670628979802123 8.4363781735301 6.272149220108985 52.823153257369995 6.7089994102716437 31.96877546608448 27.413963630795479 10.801419168710707 748.30960660427809 99.554657716304064 381.47444978915155 32.911698125302792 12.532243072986601 2816.7052105795592 9.2385683059692436 10.714846312999724 7.4276579022407523 75.804430902004242 859.01925680041313 1564.0782198533416 leaf_count=29 29 1513 4789 33 27 21 30 21 234 26 91 78 33 2466 305 1294 104 38 8683 27 31 22 216 2453 4424 internal_value=-9.79796e-07 0.000151964 -0.000175247 -0.00850424 -0.000149466 0.000181012 0.00130459 -0.00321663 -0.00560939 0.0061196 0.00189332 -0.00286698 0.00244679 4.31619e-06 -0.00134202 -0.00162502 0.000185917 0.0014009 -0.00013848 -0.000127463 0.00569462 -0.000634052 -0.000166068 0.000726543 -0.000427268 internal_weight=8933.33 4757.74 4175.59 15.9122 4165.41 4741.83 644.373 74.2407 59.0953 15.1454 570.133 59.3827 510.75 4097.45 486.996 481.029 3610.46 760.842 2849.62 4156.81 27.3811 16.6662 4129.43 934.824 3194.61 internal_count=27017 14999 12018 62 11989 14937 2026 311 255 56 1715 169 1546 12911 1620 1599 11291 2504 8787 11962 80 49 11882 2669 9213 is_linear=0 shrinkage=0.03 Tree=1318 num_leaves=31 num_cat=0 split_feature=4 2 10 11 5 3 4 7 6 6 5 11 5 5 8 2 7 5 7 8 7 9 10 0 4 13 11 6 6 12 split_gain=0.238242 2.55724 3.67968 3.1273 2.44885 2.45264 2.21451 1.94341 3.32774 2.73259 1.83797 2.6716 2.67913 3.35544 2.4616 2.27951 3.4962 3.05755 2.25214 5.5667 3.42233 1.98147 1.7999 1.79761 2.8794 2.79664 3.78355 3.3506 2.31035 2.64008 threshold=2.0250000000000008 1.7000000000000004 0.33333333333333326 -1.1666666666666663 1.3150000000000006 2.1000000000000005 1.9400000000000006 0.70000000000000007 1.5000000000000002 1.1000000000000003 1.5550000000000008 -0.66666666666666663 1.7400000000000007 1.8850000000000005 5.9000000000000012 1.7000000000000004 1.3 1.3750000000000007 1.5000000000000002 5.1000000000000005 2.3000000000000003 4.9000000000000012 0.83333333333333337 525.00000000000011 2.055000000000001 2.3000000000000007 1.0000000180025095e-35 1.7000000000000004 0.90000000000000013 3.9000000000000008 decision_type=2 2 2 2 2 2 2 2 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 -2 -5 -6 -1 -4 9 -9 14 12 -12 -14 18 17 -17 -16 19 -8 -20 -13 -23 24 -3 28 -27 -28 29 -25 right_child=1 23 7 4 5 -7 10 8 -10 -11 11 21 13 -15 15 16 -18 -19 20 -21 -22 22 -24 25 -26 26 27 -29 -30 -31 leaf_value=4.5838027252288863e-05 0.016918986277368629 0.0076450199492577742 -0.0038502023074816574 -0.010796507873849498 0.0050816632524992239 -0.012667331182300229 0.010184327083232143 0.017100033992932553 0.0314257156267067 -0.0017969880323830279 -0.011484764910664354 -0.018070623575645487 0.027189639531128233 -0.0016633875992185065 0.0069328552347002236 -0.0021376719743605491 0.019537097182059326 -0.015940513608889165 -0.019464505970309322 -0.015604930094934577 0.0081051174668119244 -0.0038776385380931357 -0.018900796540362794 0.0091848987548807642 -0.0034547282536900336 -0.0085037169953150523 0.0074283283038533484 -0.016149157170892346 0.011894815230348752 -0.0029056934074619869 leaf_weight=6700.1923106238246 9.212867856025694 23.471524178981781 6.3019471541047087 19.122346363961697 39.199479639530182 8.5320800840854627 19.417756736278537 16.956005915999416 7.899009406566619 11.597555965185164 7.9210293889045742 17.003018721938133 6.115409478545188 8.916670233011244 12.2811850681901 11.767506346106531 15.546302124857901 9.1994541659951192 15.878351360559465 12.307463534176348 5.4408689737319937 44.480533622205257 8.5583948045968992 27.421054694801569 202.52584254927933 43.431234925985336 37.322692234069109 6.3471521139144889 31.188325187191367 39.912993212230504 leaf_count=23760 35 86 25 94 152 35 73 62 26 42 29 63 22 32 57 55 77 38 72 53 25 169 35 150 936 257 188 32 123 214 internal_value=1.28921e-06 0.000613947 0.00449089 0.000532922 -0.00172518 0.00190901 -4.58432e-05 0.0115327 0.0141921 0.00942466 -0.00319869 -0.00624788 0.00263462 0.0100747 -0.000414297 0.00444875 0.010199 -0.00286306 -0.00488771 0.000179658 -0.0124285 -0.00915873 -0.00630178 -0.000505199 -0.00230194 0.00168234 -0.00223399 0.00400148 0.00514466 0.00201807 internal_weight=7425.47 530.442 118.821 76.0668 66.8539 47.7316 6895.03 42.7545 36.4526 28.5536 194.834 92.9951 22.9531 15.0321 101.839 48.7944 27.3138 21.4806 53.0444 31.7252 21.3192 70.0419 53.0389 411.621 225.997 185.623 87.1011 43.6698 98.5224 67.334 internal_count=27017 2457 471 316 281 187 24560 155 130 104 800 350 83 54 450 227 132 95 223 126 97 267 204 1986 1022 964 477 220 487 364 is_linear=0 shrinkage=0.03 Tree=1319 num_leaves=15 num_cat=0 split_feature=9 4 9 4 5 12 9 9 0 13 6 9 5 5 split_gain=0.248867 1.65207 1.30906 0.430918 2.7366 3.78128 3.26971 0.389712 5.15655 2.17903 2.1512 0.924539 2.16188 0.576948 threshold=1.5000000000000002 0.95000000000000018 1.7000000000000004 0.68500000000000016 1.8750000000000002 2.1000000000000005 3.9000000000000004 2.1000000000000005 525.00000000000011 3.7000000000000006 1.5000000000000002 2.3000000000000003 1.2650000000000006 0.62500000000000033 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 5 6 -4 8 9 -5 -10 12 -9 -13 right_child=2 -3 3 7 -6 -7 -8 11 10 -11 -12 13 -14 -15 leaf_value=-0.0055808806772302717 -0.012592466635332925 0.017931236895634979 -0.013459094082848129 -0.019015213846443304 -0.013594254552712537 0.019179881562130227 0.0062158092605168642 0.0085774221851881959 0.00071595058236713306 0.0029123093365370158 0.030003299321423607 0.0074887605675586924 -0.0071447472385197507 -3.3931699188416526e-05 leaf_weight=6.2645615711808187 7.4304230026900759 4.7130990214645863 10.889320626854895 13.348807025700813 8.0620666742324811 12.939616546034811 25.181408822536469 30.314885767176747 4.5739688985049707 5.8733632043004027 4.4562280625104904 9.1866245754063112 10.631997898221014 7616.9382213680074 leaf_count=27 39 23 35 64 24 37 74 124 26 23 15 54 39 26413 internal_value=-1.05541e-07 0.00451371 -6.49113e-06 5.57212e-06 0.00260275 0.00526711 0.000276192 -1.36898e-05 -0.00353065 -0.0123152 0.0151687 -7.30212e-07 0.00449511 -2.48697e-05 internal_weight=7770.8 10.9777 7759.83 7752.4 57.0724 49.0103 36.0707 7695.32 28.2524 19.2222 9.0302 7667.07 40.9469 7626.12 internal_count=27017 50 26967 26928 170 146 109 26758 128 87 41 26630 163 26467 is_linear=0 shrinkage=0.03 Tree=1320 num_leaves=31 num_cat=0 split_feature=11 4 8 0 5 5 11 8 8 2 6 5 5 5 11 9 6 5 3 6 6 3 10 12 8 8 12 9 11 5 split_gain=0.267377 2.02968 2.22541 2.94161 2.92981 4.87539 2.17339 1.66345 2.33334 6.11863 2.52657 2.20284 4.08089 1.66556 0.509544 2.82495 4.36301 3.51773 4.20597 5.81893 3.97514 3.37668 3.62719 3.31823 2.94353 4.04868 1.57686 0.649713 2.0758 2.34183 threshold=-1.4999999999999996 0.77500000000000036 3.9000000000000004 575.00000000000011 1.1250000000000007 1.5350000000000008 -1.8333333333333328 4.5000000000000009 5.7000000000000002 1.1000000000000003 1.5000000000000002 1.3050000000000006 1.6850000000000005 1.1350000000000005 -1.1666666666666663 5.3000000000000016 0.50000000000000011 1.2250000000000008 1.7000000000000004 1.9000000000000001 2.1000000000000005 1.5000000000000002 -0.83333333333333315 3.3000000000000007 5.1000000000000005 3.7000000000000006 2.1000000000000005 8.9000000000000021 -0.33333333333333331 1.9000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -6 -5 11 10 -10 -9 13 -13 -4 15 17 -17 24 20 -20 -19 23 -23 -18 25 -2 -26 -16 29 -29 right_child=14 2 7 6 5 -7 -8 8 9 -11 -12 12 -14 -15 27 16 21 18 19 -21 -22 22 -24 -25 26 -27 -28 28 -30 -31 leaf_value=0.016569020548278107 -0.010909628329407294 -0.014630889597642692 -0.0047933128932403776 0.0048627471010156192 0.012083992286346296 -0.0030457830966630242 0.029405223704465137 0.0062450938394956954 -0.016312866230106637 0.00095241366834760061 -0.0023935065965336412 0.0067712477352504449 -0.012095056297834849 -0.021581311568521298 3.9143214946941899e-05 -0.022318399675911614 -0.0082957943386259732 0.0093120630662692615 -0.0092755186310527916 0.01749746742519781 -0.0070083217568924156 0.016394941910189718 -0.0011010251098189856 0.011375332114411224 -0.0032128363245901318 0.0062444587848473438 -0.015690926296016237 -0.01111872705319941 -0.0066726536949116297 0.013432873359289495 leaf_weight=7.1731781810522071 18.298213481903076 8.2514624893665296 10.885934025049211 6.2226388081908226 36.69600984454155 40.131442900747061 6.7921278588473779 81.754667788743973 23.931173786520958 81.003820806741714 48.575860772281885 24.529752239584923 17.811063647270203 10.3999086022377 8050.8788089919835 10.974893949925898 84.095912590622902 93.38834697753191 36.348289668560028 9.1442474424839002 15.688186645507811 13.259051129221914 54.496796291321516 8.4975949972867948 16.312252253293991 38.30432952940464 20.656767964363098 5.0438088029623058 42.003681968897581 11.398038163781164 leaf_count=23 52 24 31 22 107 145 23 255 76 255 160 72 66 29 24214 34 248 271 116 28 47 46 194 26 45 109 63 16 171 49 internal_value=-7.45401e-07 0.000753223 0.000467446 0.00438825 0.00235636 0.00418083 0.0176709 -0.000819326 0.000344556 -0.00298506 0.00302538 -0.00512289 -0.00116504 -0.0129956 -3.64742e-05 -0.00105603 -0.00401894 0.000989652 0.00376882 -0.003894 0.00696475 -0.00276646 0.00232274 -0.00649051 -0.00360119 0.000698963 -0.0101851 1.62639e-05 -0.00313537 0.00590126 internal_weight=8932.95 404.159 396.986 98.0937 85.0789 76.8275 13.0148 298.892 235.266 104.935 130.331 63.6267 42.3408 21.2858 8528.79 419.465 171.324 248.141 154.569 45.4925 109.077 160.349 67.7558 92.5935 93.5716 56.6025 36.969 8109.32 58.4455 16.4418 internal_count=27017 1288 1265 321 276 252 45 944 746 331 415 198 138 60 25729 1279 548 731 462 144 318 514 240 274 269 161 108 24450 236 65 is_linear=0 shrinkage=0.03 Tree=1321 num_leaves=24 num_cat=0 split_feature=2 9 9 4 4 0 12 11 11 8 4 12 7 10 3 4 12 2 4 12 8 6 5 split_gain=0.23898 3.23787 1.74132 2.33801 2.21393 2.09746 3.17894 2.17155 0.825149 0.484696 0.476041 1.54704 1.29794 1.16969 0.973007 0.55537 1.15553 0.494038 3.96985 0.494183 0.197263 0.161279 0.00122184 threshold=2.9000000000000004 7.7000000000000002 7.3000000000000016 2.5450000000000008 2.745000000000001 725.00000000000011 4.1000000000000005 -1.1666666666666663 1.0000000180025095e-35 1.1000000000000003 2.6350000000000011 3.1000000000000005 1.5000000000000002 0.50000000000000022 2.1000000000000005 2.5750000000000006 3.7000000000000006 2.7000000000000006 1.8850000000000005 5.700000000000002 0.50000000000000011 0.90000000000000013 1.7350000000000003 decision_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 3 5 22 7 -7 -2 -6 20 15 -12 14 -14 -13 17 -17 19 -19 -11 -1 -3 -5 right_child=1 21 -4 4 8 6 -8 -9 -10 10 11 12 13 -15 -16 16 -18 18 -20 -21 -22 -23 -24 leaf_value=-0.011886472449510618 0.016871995449308914 -0.014596069246909373 0.020606806005545261 -0.021471653075020032 0.0070237962151974039 0.027287324924794704 0.0046993996280641822 -0.0012075139408582142 -0.0082176092494478849 1.3918760356531626e-05 0.019924813117502122 -0.010894209000431065 -0.00068038229458996461 0.021536300063955547 0.0059698697679936756 -0.022684678098744915 0.0037743892002041787 0.0065663208333341756 -0.0078423820166880816 -0.0064669864369062014 -0.0025321100912229933 -0.024068583810300199 -0.022329510659178532 leaf_weight=4.1799893453717214 6.625641554594039 3.184498753398656 4.5341131389141074 4.4900862295180586 6.4763093413785082 7.2911604233086136 24.28417993709445 61.277544155716896 6.3132510259747505 7170.2019528113306 4.5467628836631802 8.8813600838184374 4.4915939420461637 4.0613613873720169 4.7132494598627082 2.9135707020759574 3.0307857096195221 27.451712749898434 46.125503040850163 10.604755844920872 3.9425484463572502 3.2878106944262981 2.2395779006183147 leaf_count=23 26 24 21 55 40 35 128 275 38 25740 23 43 22 19 19 23 19 103 229 56 19 18 19 internal_value=1.03535e-06 0.00127597 0.00235968 0.00166442 -0.00782868 0.00352711 0.00991525 0.000556591 -0.000499748 -2.16848e-05 -1.35207e-05 0.00398535 0.000713071 0.00986918 -0.00504743 -2.82235e-05 -0.00919428 -2.07127e-05 -0.00246648 4.34763e-06 -0.00734602 -0.0194079 -0.0217571 internal_weight=7425.15 130.004 123.532 118.998 19.5192 99.4785 31.5753 67.9032 12.7896 7295.15 7287.02 26.6943 22.1476 8.55296 13.5946 7260.33 5.94436 7254.38 73.5772 7180.81 8.12254 6.47231 6.72966 internal_count=27017 679 637 616 152 464 163 301 78 26338 26296 126 103 41 62 26170 42 26128 332 25796 42 42 74 is_linear=0 shrinkage=0.03 Tree=1322 num_leaves=31 num_cat=0 split_feature=11 6 9 9 2 10 3 6 12 12 5 9 11 13 12 5 4 9 0 12 8 2 2 0 10 13 4 10 0 8 split_gain=0.244911 0.946328 1.01607 1.89487 3.12749 2.14559 1.93519 1.65098 1.10015 1.43041 1.33288 0.791477 0.484092 2.48529 1.82742 3.77996 6.15506 2.74113 2.22877 1.72908 1.43421 1.06518 0.55503 1.79997 1.7991 2.02591 0.672687 1.66455 3.23191 1.72354 threshold=1.8333333333333337 2.7000000000000006 7.1000000000000005 6.5000000000000009 1.1000000000000003 -1.1666666666666663 2.1000000000000005 1.5000000000000002 4.9000000000000012 3.5000000000000004 2.2050000000000005 5.3000000000000016 1.5000000000000004 3.9000000000000008 3.1000000000000005 1.7500000000000007 1.3250000000000008 4.3000000000000016 575.00000000000011 3.1000000000000005 6.1000000000000005 0.90000000000000013 2.9000000000000004 200.00000000000003 -2.1666666666666656 3.5000000000000004 2.475000000000001 0.50000000000000022 525.00000000000011 7.9000000000000012 decision_type=2 2 2 2 2 2 2 2 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 5 -5 11 -6 -7 9 -4 -11 -2 22 14 18 17 -17 -16 20 -15 -14 -20 26 -24 -25 -26 -1 28 -28 -29 right_child=1 -3 8 4 6 7 -8 -9 -10 10 -12 -13 13 19 15 16 -18 -19 21 -21 -22 -23 23 24 25 -27 27 29 -30 -31 leaf_value=-6.8733668717525438e-06 0.0038479767200516567 -0.011443663049414953 0.00011792452338235664 0.02665521440971599 -0.010134714131119887 -0.0047037688122466047 0.0093514238331322188 0.0015678852571792661 0.0058643763853027274 -0.022787294460216257 -0.0050346017064212276 0.018588647266297137 -0.005417411067576091 0.017760255618946976 -0.001135592648525222 0.015578903332749592 -0.0073618926408162769 0.015360404221037415 0.01435007613422799 -0.0011377573163610494 0.0052617573494706119 -0.00051025765926708446 0.013838915679081819 0.017681361546429124 -0.0064677554382238751 0.0086638749632403141 0.016458158770063687 -0.01138901825301181 -0.0060114202311799857 0.01072315526685122 leaf_weight=7183.8738186992705 7.0933269150555116 7.4994216263294211 10.787171408534052 6.0557444393634823 7.3816436231136349 86.009924035519361 12.114808239042757 67.362730130553246 6.1529221087694159 7.8315275907516462 7.4056539982557297 6.0953162834048271 82.913117878139019 13.270941853523256 13.183660458773373 14.004578679800032 42.375013057142496 29.026822384446859 9.6561814993619937 6.4875005036592475 13.107541449367998 7.8869237899780265 5.690351925790309 3.4052646849304429 65.176593408919871 9.0716558843851072 16.377467013895515 9.768056493252514 8.8876185752451402 4.6984609048813573 leaf_count=24570 29 23 32 19 24 316 38 211 22 24 23 20 265 39 63 42 135 108 29 21 48 30 28 24 515 55 75 65 91 33 internal_value=-1.32427e-07 -0.000960643 -0.000610131 0.000216236 0.00782309 -0.000950732 0.00197369 -0.0019492 -0.00554393 -0.0082412 -0.014159 0.0106606 2.93995e-05 0.00137879 0.000431031 0.00341929 -0.00166344 0.0102082 -0.00216322 0.0115553 -0.00395962 0.00766926 -1.34284e-05 -0.0024476 -0.00364106 -0.00461897 1.46564e-05 0.00390746 0.00855393 -0.00420739 internal_weight=7770.65 231.79 224.291 192.113 25.5522 166.561 19.4965 153.373 32.1773 26.0244 15.2372 13.1886 7538.86 231.912 212.154 98.5901 56.3796 42.2105 113.564 19.7584 96.0207 17.5431 7306.95 83.3439 77.6535 74.2482 7223.61 39.7316 25.2651 14.4665 internal_count=27017 781 758 657 81 576 62 527 101 79 47 49 26236 780 720 348 177 171 372 60 313 59 25456 622 594 570 24834 264 166 98 is_linear=0 shrinkage=0.03 Tree=1323 num_leaves=17 num_cat=0 split_feature=13 6 3 9 12 5 10 3 9 4 9 12 13 0 4 6 split_gain=0.261388 0.309532 1.33412 0.285379 1.79881 2.08751 3.24603 1.69843 1.46379 1.43753 0.471075 1.85352 1.56314 0.379114 2.04424 1.43746 threshold=6.1000000000000005 3.5000000000000004 1.3 2.1000000000000005 1.9000000000000001 0.98000000000000043 -0.33333333333333331 1.1000000000000003 1.7000000000000004 1.4750000000000008 2.3000000000000003 1.7000000000000004 3.7000000000000006 525.00000000000011 1.2750000000000006 3.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 -1 9 -9 -6 11 -5 -13 15 -15 -12 right_child=-2 2 -4 10 7 -7 -8 8 -10 -11 13 12 -14 14 -16 -17 leaf_value=0.016861909404629897 0.0053977261972556314 -0.014381988516256199 0.0049679851915898805 -0.014662276361873255 0.021837473724532663 -0.018177848238565164 -0.011693690274469409 -0.0066293591068799385 0.0061950689432645634 0.004421763376959576 -0.00014361008532895659 -0.0028758831051849212 0.01149961441353148 0.0014827789764828895 -0.00028032382733859549 0.012873428629380826 leaf_weight=6.5994763523340234 8.0652984827756864 6.3841377645730955 6.4434386640787125 9.728186368942259 8.1111773550510424 7.4678576290607444 7.8375856280326852 13.373907372355459 19.972807683050632 8.9969446808099729 6098.0156100224704 36.996494546532631 8.3427016735076887 882.83855478279293 1795.7292047869414 7.6446429789066306 leaf_count=20 25 24 23 28 25 22 22 42 61 31 18200 112 24 2678 5654 26 internal_value=-5.77793e-07 -5.45639e-06 -0.00466227 1.24671e-06 0.0018776 -0.0053011 0.00135966 0.00499422 0.00105175 0.0126788 -1.41134e-05 -0.00278018 -0.0002307 3.2268e-06 0.000300783 -0.000127312 internal_weight=8932.55 8924.48 12.8276 8911.66 72.3598 21.9049 14.4371 50.4548 33.3467 17.1081 8839.3 55.0674 45.3392 8784.23 2678.57 6105.66 internal_count=27017 26992 47 26945 223 64 42 159 103 56 26722 164 136 26558 8332 18226 is_linear=0 shrinkage=0.03 Tree=1324 num_leaves=31 num_cat=0 split_feature=4 4 9 7 11 10 10 13 10 2 6 13 11 4 3 5 8 13 11 13 10 2 10 8 7 3 10 8 8 5 split_gain=0.233243 1.52923 2.50493 1.95484 2.91558 2.42007 2.49057 1.68952 1.57762 1.52483 2.8372 1.91899 1.44979 1.39345 2.68552 3.32277 2.84633 3.50527 2.71901 2.56113 3.356 2.37427 2.41244 2.40269 2.09601 2.00788 1.76383 2.01541 3.9145 2.15822 threshold=1.8050000000000004 1.7750000000000004 4.3000000000000016 1.3 -0.83333333333333315 1.0000000180025095e-35 0.83333333333333337 2.9000000000000008 -2.8333333333333326 1.9000000000000001 1.3 2.5000000000000004 -1.0000000180025095e-35 1.8750000000000002 1.7000000000000004 1.5150000000000008 6.1000000000000005 2.7000000000000006 0.33333333333333326 3.5000000000000004 -1.1666666666666663 1.9000000000000001 -1.1666666666666663 6.3000000000000016 1.5000000000000002 2.1000000000000005 -1.1666666666666663 8.3000000000000025 9.1000000000000014 1.1350000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 9 4 -4 7 -7 -5 -1 11 -11 12 -3 14 15 21 17 -16 25 20 -17 22 -2 -23 -19 -18 27 29 -29 -15 right_child=13 2 3 5 -6 6 -8 -9 -10 10 -12 -13 -14 26 16 19 18 24 -20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.013711304368135476 -0.020004787244442504 0.0074814312824858856 -0.014145413384081418 -0.021967668517948138 0.0066932209637629424 0.01446238905121771 -0.010855344243548249 -0.0048704656220991526 8.1955149659669844e-06 -0.016879773936833261 0.017927814180273106 -0.022702892086163006 -0.015094172494159471 0.014434723572552087 -0.012376550240308537 0.027529368863509505 -0.015311482460553267 0.012515100898412486 0.019386272414093939 0.024474523823743939 0.0043690923202034399 0.0030379457304702418 -0.00017746649173404203 0.019385618009374925 -0.0064731965779138935 0.0089161125861264377 -0.0007235669284820569 -0.023870429324944563 0.0092849829485176609 0.0025398023915346717 leaf_weight=7.5527263283729544 6.0162817537784568 4.5368863940238953 7.1842026859521857 9.3952708840370196 38.029316172003746 8.0832887440919858 6.1633403152227393 11.654467992484568 6125.1713949069381 4.3060417249798757 4.128035731613636 12.473321624100207 5.8760168850421959 15.440108098089693 32.000771731138229 6.5041049867868415 5.7242632657289523 10.905866265296938 8.9999039769172651 9.5530320256948453 41.94171966612339 33.27921200543642 67.353742934763432 10.690850973129271 10.056332498788832 6.661226898431778 778.47588720917702 6.9310802258551103 5.9613401740789413 123.82000164687634 leaf_count=31 27 19 27 41 142 32 26 48 21503 24 18 56 28 74 121 23 23 36 32 31 144 139 261 50 36 26 3432 44 30 493 internal_value=1.0056e-06 -7.20964e-05 -0.0035487 -0.000748247 0.00338207 -0.00603905 0.0035095 -0.0125016 -8.70067e-06 -0.0107473 0.000156703 -0.0147657 -0.00525802 0.000387758 0.00237778 0.00440375 -0.00240016 -0.00613009 0.00683737 0.0102779 0.00747848 0.00150027 -0.00180329 0.00701271 0.00340572 -0.00228127 -0.000146164 0.00280807 -0.00853966 0.00385862 internal_weight=7424.87 6244.55 111.83 80.5099 45.2135 35.2964 14.2466 21.0497 6132.72 31.3203 8.43408 22.8862 10.4129 1180.32 249.687 175.339 74.3484 52.963 21.3854 57.9989 48.4458 117.34 73.37 43.9701 20.9622 12.3855 930.628 152.153 12.8924 139.26 internal_count=27017 21995 461 316 169 147 58 89 21534 145 42 103 47 5022 949 675 274 193 81 198 167 477 288 189 72 49 4073 641 74 567 is_linear=0 shrinkage=0.03 Tree=1325 num_leaves=31 num_cat=0 split_feature=4 4 12 9 8 10 2 2 0 2 0 8 11 0 12 5 4 6 3 13 4 9 6 11 9 4 8 10 7 12 split_gain=0.245313 2.2372 3.97357 3.77998 3.00591 2.69002 3.4954 2.63162 2.61993 2.25563 2.74647 2.06505 2.01527 2.80084 5.50268 3.75607 6.02264 4.45682 3.85455 3.30418 3.02095 3.9074 2.97688 2.00954 4.63353 4.11955 3.97578 2.98611 2.98604 3.78587 threshold=1.0950000000000009 1.1350000000000007 2.5000000000000004 4.9000000000000012 4.9000000000000012 -0.33333333333333331 1.3 1.3 575.00000000000011 0.90000000000000013 575.00000000000011 6.1000000000000005 -0.66666666666666663 350.00000000000006 1.3000000000000003 1.4750000000000008 1.0750000000000008 0.70000000000000007 1.5000000000000002 3.7000000000000006 1.0050000000000006 4.7000000000000002 2.3000000000000003 -0.33333333333333309 2.5000000000000004 1.0350000000000008 2.3000000000000003 1.1666666666666672 0.70000000000000007 2.3000000000000007 decision_type=2 2 2 2 2 2 2 2 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 9 5 8 6 -4 -7 -5 10 11 -2 13 14 -1 17 18 -15 -17 -19 22 -22 -16 24 -14 26 -25 -28 29 -27 right_child=1 -3 3 4 -6 7 -8 -9 -10 -11 -12 -13 23 15 20 16 -18 19 -20 -21 21 -23 -24 25 -26 28 27 -29 -30 -31 leaf_value=-0.019552329680979454 -0.0057733092269445108 4.5194406100960857e-05 -0.013293763818818496 -0.0031869251958470423 0.010250425318575958 0.020757801395821049 0.015045578152857087 0.0038220296211353539 -0.021351655810112488 -0.009183378979958589 0.0094042180814281513 0.010063815788824567 0.020873114399871093 0.03156266417093806 -0.005089004375738922 -0.0038240483083216738 -0.019647598472343288 0.0035841460781016574 0.0079709514571958701 0.015005641407079835 -0.0039947645038632528 0.013763069179068544 0.010387563436241471 -0.009465549308852227 -0.003926969409154526 -0.0011144107109030061 0.00012355995460656396 -0.012633886076372577 0.0024419301113408893 0.020763346815135874 leaf_weight=13.235462769865988 85.842779561877251 6058.4557443363592 9.7717367857694644 41.275825932621956 12.253664016723631 17.894342258572578 6.53776691854 15.333590023219584 8.6424816697835904 78.005484193563461 15.033650279045103 8.1101197153329831 7.0289679765701285 6.6308063864707938 71.027680337429047 46.03824308514595 12.335619956254957 95.039574638009071 54.400440573692322 29.989229425787926 18.266141772270203 28.63318258523941 13.276237875223158 45.66566439718008 191.65123936533928 11.370503365993502 546.46566911786795 17.027308762073517 185.92355154454708 19.037659883499146 leaf_count=41 263 21784 29 121 36 53 21 51 25 266 46 25 24 22 211 133 35 293 158 92 60 85 38 144 586 32 1654 53 580 56 internal_value=-2.96698e-07 -7.97682e-05 -0.00261434 0.00186238 -0.00306358 0.0080447 -0.00193376 0.0129425 -0.00633183 -0.00528874 -0.00250121 -0.00440623 0.000357239 0.00219586 -0.00111622 0.004153 0.000134831 0.00759481 0.00256446 0.00632369 0.000743573 0.00684683 -0.00265174 -0.000340877 -0.00304958 0.000311059 -0.000951887 -0.000261937 0.00386733 0.0125826 internal_weight=7770.2 6357.16 298.701 111.709 62.172 49.5374 16.3095 33.2279 49.9183 186.992 108.987 93.9529 1413.04 388.873 144.439 244.434 112.774 131.66 100.439 125.029 131.203 46.8993 84.3039 1024.17 198.68 825.49 609.159 563.493 216.332 30.4082 internal_count=27017 22720 936 336 182 154 50 104 146 600 334 288 4297 1168 435 733 326 407 291 385 394 145 249 3129 610 2519 1851 1707 668 88 is_linear=0 shrinkage=0.03 Tree=1326 num_leaves=25 num_cat=0 split_feature=13 7 5 12 12 8 11 5 0 11 0 8 4 5 12 5 8 12 8 3 12 9 12 9 split_gain=0.273472 0.275996 1.30652 2.13985 2.59085 2.52708 2.09635 3.21134 1.8188 2.98563 2.09458 1.7679 3.42454 1.2041 0.451999 0.815531 1.49061 0.462641 1.64994 2.10437 0.759889 1.97274 0.93508 0.718265 threshold=0.50000000000000011 0.3000000000000001 1.7250000000000003 2.7000000000000006 2.5000000000000004 3.9000000000000004 0.50000000000000022 1.7950000000000002 525.00000000000011 -1.0000000180025095e-35 200.00000000000003 4.3000000000000016 1.4750000000000008 2.1050000000000009 6.1000000000000005 1.9900000000000002 5.9000000000000012 5.3000000000000016 7.3000000000000016 3.1000000000000005 4.9000000000000012 6.3000000000000016 4.700000000000002 5.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 7 -4 10 -10 -5 -8 -13 -9 17 -16 -17 20 19 -19 22 -22 -3 -20 right_child=1 14 6 8 -6 -7 11 13 9 -11 -12 12 -14 -15 15 16 -18 18 23 -21 21 -23 -24 -25 leaf_value=0.0065445667377958643 -0.016364085766920763 3.759486050710931e-06 0.019950707880830056 -0.0048718987912329745 0.017284123769971953 0.0021012613464142086 0.022485713262600675 -0.012981102366683631 0.011195441621611331 -0.015729175607643142 -0.026196646659153715 -0.017740403517168303 0.013249150397179015 -0.00040122651243257491 0.0050106086944653556 -0.02304470144295627 0.0004597444437386444 0.0045034632648247187 0.021722840692700428 -0.0092957239367637227 0.00045943966685644199 -0.009612454495370638 0.0033621187730532302 0.0057297018753325315 leaf_weight=5.74183365702629 9.1503385007381421 8575.2031934298575 4.7911098748445502 7.4999622553587022 6.8891494572162619 24.611064538359642 6.4791839625686434 13.653644293546678 7.4304830431938171 7.3961227387189847 9.2683213800191862 4.6274347938597193 10.472336798906325 13.737862687557934 4.6881366819143286 4.4448654409497959 5.3525028396397829 33.104796685278416 5.0439063683152181 14.217902313917874 51.928345218300819 26.400050010532141 75.271820239722729 5.0654070451855659 leaf_count=19 32 25642 17 25 24 78 27 63 24 24 32 26 36 71 18 33 23 120 22 78 189 113 262 19 internal_value=-4.75156e-07 -4.68505e-06 -0.00139877 -0.00403396 0.000517835 -0.00290339 0.00214244 -0.00270846 -0.00989038 -0.00223567 -0.0166587 0.00937701 0.00375218 -0.00667183 1.52751e-05 -0.00527972 -0.0102037 2.40048e-05 0.00270775 0.000357557 6.34678e-06 -0.00293522 3.29821e-05 0.0137093 internal_weight=8932.47 8926.73 126.007 72.2454 40.6506 33.7614 53.7616 32.1826 31.5949 14.8266 16.7683 21.579 15.0998 27.3915 8800.72 14.4855 9.79737 8786.24 57.432 47.3227 8728.8 78.3284 8650.48 10.1093 internal_count=27017 26998 479 239 134 110 240 151 105 48 57 89 62 134 26519 74 56 26445 239 198 26206 302 25904 41 is_linear=0 shrinkage=0.03 Tree=1327 num_leaves=31 num_cat=0 split_feature=4 4 7 6 11 3 5 13 11 9 12 4 10 5 11 12 5 3 5 4 13 4 7 0 10 11 7 13 12 11 split_gain=0.236707 1.43348 2.61346 3.26961 4.75559 4.34816 3.10195 2.97867 2.7229 5.26842 3.83737 2.15136 5.55207 4.31318 1.94899 1.87492 3.52382 2.75082 2.95246 2.79749 2.31654 2.83387 3.81226 3.66957 2.16518 2.19807 1.22788 1.21609 3.43894 2.38451 threshold=1.3650000000000009 1.2550000000000006 1.5000000000000002 0.90000000000000013 -1.0000000180025095e-35 1.7000000000000004 0.81000000000000016 2.7000000000000006 -0.66666666666666619 5.9000000000000012 2.9000000000000008 1.3050000000000008 0.50000000000000022 1.6850000000000005 0.50000000000000022 3.5000000000000004 1.2550000000000006 2.5000000000000004 2.265000000000001 1.2250000000000005 4.1000000000000005 1.2350000000000005 1.5000000000000002 475.00000000000006 -2.1666666666666656 -1.1666666666666663 1.7000000000000004 3.9000000000000008 1.7000000000000004 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 3 4 5 -3 -5 -8 9 10 -4 12 -10 -13 -6 20 -17 18 -18 -19 24 22 -22 -23 -1 -26 -11 -2 -29 -30 right_child=27 2 8 6 14 -7 7 -9 11 26 -12 13 -14 -15 -16 16 17 19 -20 -21 21 23 -24 -25 25 -27 -28 28 29 -31 leaf_value=0.014282238104601688 -4.2599525034281938e-06 -0.0073250143219815277 0.0078105396017474939 0.020346288482578093 0.013913795733884033 0.012444630057246957 -0.0032899302592390585 0.0015617265493940377 0.00073845369061013833 0.012180854500436076 -0.007824399994274412 0.0018979735975604745 0.016041847877803581 -0.01088525348036549 0.0042521257148370149 -0.020520339360614374 0.0062945503891055753 -0.001119992953600127 0.026736538360386818 0.018173599885445032 0.013356566326439709 0.030742668781340379 0.0001786305704214951 -0.00028890790473110782 -0.0040777465470044957 -0.0004965497840021142 0.028732861821465189 -0.013248914531967772 0.00067471765039068025 -0.0053387545167240215 leaf_weight=8.6169411689043027 3702.8968033026904 41.25281822681427 62.3564393222332 5.9728951603174201 37.826700448989868 13.221798926591871 293.52296870946884 186.09700921177864 82.770664751529694 6.4426659047603634 18.266818329691887 107.90097844600677 28.74670135974884 30.461522579193115 37.339992240071297 5.5527880564331999 55.438315182924271 82.845162473618984 7.1827429234981528 7.365003950893878 22.246731646358967 7.0955410301685315 176.57198115438223 6.638274073600769 167.87057215720415 1901.2123712077737 10.787591874599455 22.522563844919205 203.85693453252316 83.71745590865612 leaf_count=32 14091 141 203 19 118 45 1034 633 282 20 64 359 93 105 119 24 190 341 26 30 71 24 597 25 626 6488 34 89 775 319 internal_value=7.94828e-07 0.00018451 0.00116512 -9.85149e-06 0.00422281 -0.00252663 -0.00113987 -0.00140744 0.00324395 0.00748615 0.00426813 0.0015827 0.00468333 -0.000916348 0.00911424 -0.00020113 0.00295559 0.00380854 0.00863928 0.000455189 -0.000419435 0.0025636 0.00165317 0.0157435 -0.000724605 -0.000787102 0.0225438 -0.000155389 -0.00196003 -0.0010759 internal_weight=7424.6 3411.6 962.968 615.234 129.641 54.4746 485.593 479.62 347.733 97.8535 80.6233 249.88 111.517 138.363 75.1667 2448.64 158.384 152.831 62.6211 90.2102 2290.25 212.553 198.819 13.7338 2077.7 2069.08 17.2303 4012.99 310.097 287.574 internal_count=27017 11743 3269 2109 423 186 1686 1667 1160 321 267 839 375 464 237 8474 611 587 216 371 7863 717 668 49 7146 7114 54 15274 1183 1094 is_linear=0 shrinkage=0.03 Tree=1328 num_leaves=31 num_cat=0 split_feature=8 10 0 12 8 7 2 5 0 5 5 0 4 6 5 4 4 2 10 0 9 11 5 13 12 11 11 10 5 12 split_gain=0.248153 1.34393 4.41638 2.23977 1.11019 3.61273 2.80372 7.02653 3.25061 1.69791 2.07378 1.66404 1.59932 4.85159 3.3187 2.75491 2.52419 1.64884 1.05105 3.21057 1.12101 2.12119 1.6042 1.42619 1.30183 1.07654 1.1573 0.963262 0.624326 0.584972 threshold=4.5000000000000009 2.1666666666666674 200.00000000000003 3.5000000000000004 4.3000000000000016 0.50000000000000011 0.90000000000000013 1.8900000000000006 575.00000000000011 1.6050000000000004 1.9350000000000005 350.00000000000006 2.0050000000000012 1.1000000000000003 1.6750000000000003 1.9500000000000004 2.0850000000000013 2.9000000000000004 2.8333333333333344 575.00000000000011 8.9000000000000021 -0.33333333333333309 1.9100000000000006 2.1000000000000005 3.3000000000000007 3.1666666666666674 2.8333333333333339 0.33333333333333326 2.015000000000001 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 12 9 7 -7 -8 11 -11 -6 15 16 -15 17 -14 -1 20 -20 25 22 -22 -23 -24 26 27 -2 -25 -17 right_child=18 2 3 -5 5 6 8 -9 -10 10 -12 -13 13 14 -16 29 -18 -19 19 -21 21 23 24 28 -26 -27 -28 -29 -30 -31 leaf_value=-0.00013277824120954578 0.00015368040040794967 0.028282663699220438 -0.015826081954250761 0.0074856742034443806 -0.01129733929155252 0.0031874818761168816 -0.00072380552551739338 0.023565601344612105 0.0076549316483951182 -0.021867345393128117 -0.0028996732231134125 0.0089862684999845108 0.010236126446997272 0.027462547947829003 -0.00040813516209890169 -0.00839554716498833 -0.020139428471052628 0.011691287589077322 -0.026307129476462406 0.0068276913500971816 0.010623010050979379 0.00092872045828553892 -0.017579630554004726 0.0064437214540089636 -0.0010360559947209325 0.009953890299132323 -0.012343056607758571 -0.00078256160182543473 0.017959067990216938 -0.022532170139515716 leaf_weight=2852.3422088511288 2741.9270316790789 6.5319036841392544 5.82474506646395 10.213557831943033 6.4835823476314536 116.41859053075314 254.98180691897869 17.52020338177681 49.813793748617172 11.34437867999077 9.5590003877878171 8.3001198619604093 3.9355661347508448 10.528030514717104 6.0575792081654063 5.2746031507849676 6.5765755847096443 10.653840310871599 5.2250147424638254 5.3028260767459869 6.4113092869520214 11.402779057621958 6.531658127903941 6.2231296747922924 12.423463508486746 9.4105369895696622 7.0567412674427024 1547.0730581693351 13.27970767021179 5.2631193026900291 leaf_count=9010 10046 19 24 33 19 350 860 52 187 33 29 25 19 42 22 24 40 42 27 29 20 37 20 19 39 32 23 5830 42 23 internal_value=-2.13236e-07 0.000192113 0.00748828 -0.000980623 0.000143321 0.0014887 0.00223534 0.00585309 0.00064556 -0.00769045 -0.0131935 9.0632e-05 -7.6726e-05 0.00717737 0.0172833 -0.000145133 -0.00876734 -8.87783e-05 -0.000149667 -0.00961727 -0.000126816 0.00408006 -0.00234909 0.00935692 -0.00673673 -0.000181799 -0.000204001 -0.000184029 0.0142847 -0.0154562 internal_weight=7769.89 3397.62 22.5702 16.0383 3375.05 474.421 438.734 133.939 304.796 35.6871 20.9034 14.7837 2900.63 27.0978 16.5856 2873.53 10.5121 2863 4372.27 10.5278 4361.74 56.272 25.3664 30.9056 18.9551 4305.47 4296.06 4289 19.5028 10.5377 internal_count=27017 10853 76 57 10777 1555 1449 402 1047 106 62 44 9222 123 64 9099 59 9052 16164 56 16108 177 79 98 59 15931 15899 15876 61 47 is_linear=0 shrinkage=0.03 Tree=1329 num_leaves=13 num_cat=0 split_feature=4 5 4 12 4 10 8 13 2 4 6 5 split_gain=0.26172 0.654288 0.34383 0.264072 1.30686 1.21567 1.20036 1.04738 1.03697 1.94069 1.15078 1.02093 threshold=2.975000000000001 1.7250000000000003 2.8750000000000004 2.5000000000000004 0.71500000000000019 -2.4999999999999991 1.7000000000000004 5.9000000000000012 0.50000000000000011 1.2150000000000005 3.3000000000000003 1.9250000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 6 -1 -5 11 9 -6 -10 -7 right_child=1 -3 -4 4 8 7 -8 -9 10 -11 -12 -13 leaf_value=-0.010532440915959332 0.0025164039299373224 -0.010557274926698453 0.0069352786872142738 -0.00086377934880286058 -0.00010536530746577691 -4.0007492530709446e-05 -0.017446232714525906 -0.01061919939373096 0.00020065528277902965 -0.014846145947104403 0.010305242766150122 -0.0026934738688633481 leaf_weight=10.170143961906431 6.7758435085415822 7.0089528411626816 6.4400113672018042 8.5861714631319028 25.110894145444036 4021.6849886104465 7.2428454458713523 8.5789847224950773 4673.3635499272496 11.822744432836769 10.16580233722925 134.87650441378355 leaf_count=29 28 23 29 29 113 11485 33 27 14650 62 32 477 internal_value=-4.62666e-07 -0.00413098 5.92195e-06 9.14421e-07 0.000154245 -0.000173018 -0.00845137 -0.000147723 0.000183102 -0.004824 0.000222588 -0.00012611 internal_weight=8931.83 13.7848 8918.04 8911.6 4736.29 4175.31 15.829 4165.14 4720.46 36.9336 4683.53 4156.56 internal_count=27017 51 26966 26937 14919 12018 62 11989 14857 175 14682 11962 is_linear=0 shrinkage=0.03 Tree=1330 num_leaves=30 num_cat=0 split_feature=2 5 6 2 7 9 8 10 13 2 2 4 3 8 8 2 0 8 10 7 10 4 13 13 11 4 2 2 11 split_gain=0.238423 1.91389 1.57081 1.85202 1.39602 2.9895 2.32013 1.5702 0.73484 0.633737 0.49067 3.46556 2.28648 1.86991 1.98886 0.676657 2.74533 3.53172 2.5676 2.37756 3.10143 0.46584 1.50348 3.22845 1.73924 0.535611 1.13265 0.47628 0.00583737 threshold=3.3000000000000003 1.5850000000000006 0.90000000000000013 3.5000000000000004 1.5000000000000002 4.3000000000000016 5.3000000000000016 1.0000000180025095e-35 2.9000000000000008 3.5000000000000004 3.1000000000000005 1.9250000000000003 2.1000000000000005 5.1000000000000005 7.5000000000000009 2.9000000000000004 575.00000000000011 7.1000000000000005 -0.66666666666666663 1.9000000000000001 1.1666666666666672 2.6350000000000011 2.3000000000000007 1.9000000000000001 0.50000000000000022 2.5750000000000006 2.3000000000000003 2.7000000000000006 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 4 3 -3 6 -6 -2 -8 -7 -4 15 -12 13 -13 -15 21 19 18 -18 20 -17 25 23 -23 -24 27 -27 -1 -5 right_child=1 2 9 28 5 8 7 -9 -10 -11 11 12 -14 14 -16 16 17 -19 -20 -21 -22 22 24 -25 -26 26 -28 -29 -30 leaf_value=-4.0274819056966252e-06 -0.0017873283945512442 0.013486133812188857 -0.025423552447992218 -0.011407472815031015 0.017087594059716785 -0.022564484953827665 0.0083954373630883861 0.032285789505319192 -0.0019915089192925565 -0.0080480779553414698 -0.024440576742680534 0.014387015825532786 0.021768595547405494 -0.014214631062144116 0.0095370392807289026 -0.013826406511877365 0.033472572947132719 -0.014227872670916096 0.0094680155778921731 0.014243459478495583 0.010888293445271436 -0.00034413894921313064 -0.012917493971828082 0.028633133482086629 0.010913142454517303 -0.022788301264015369 0.0035352645428830785 -0.0024321388654391751 -0.013650549897628306 leaf_weight=7188.1042121350765 6.1027337461710038 5.7060970366001147 3.3950022086501113 1.8475902192294595 4.7568928934633714 3.8558125346899033 4.4552045837044698 5.5735740959644318 2.6272878907620907 4.2594173401594162 5.9064637869596508 4.4005960002541604 4.045764632523059 11.573680143803356 4.3713050186634055 17.117011606693275 5.372791647911078 4.3127734810113898 15.814943902194498 5.7926814928650847 6.234105058014392 9.4510037451982516 7.4201581552624685 5.4591569006443015 4.3853012323379517 2.8239543959498397 3.0708655267953873 73.448528990149498 2.4012378770858049 leaf_count=25838 31 26 16 17 26 33 28 27 20 30 29 18 18 61 29 73 22 28 72 27 25 43 43 20 20 21 21 332 23 internal_value=1.09289e-06 0.00217861 -0.00553652 0.00232032 0.00714211 -0.000974452 0.0127975 0.0216727 -0.0142273 -0.0157547 -1.21806e-05 -0.00382211 0.00117073 -0.0029252 -0.00770313 3.52705e-06 0.00332945 0.0105181 0.0155551 -0.0029605 -0.00722826 -2.13891e-05 0.00393283 0.0102655 -0.00406527 -3.59251e-05 -0.00907522 -2.85871e-05 -0.0126752 internal_weight=7424.09 44.9809 17.6093 9.95493 27.3715 11.24 16.1315 10.0288 6.4831 7.65442 7379.11 30.2978 24.3913 20.3456 15.945 7348.81 54.6443 25.5005 21.1877 29.1438 23.3511 7294.16 26.7156 14.9102 11.8055 7267.45 5.89482 7261.55 4.24883 internal_count=27017 277 112 66 165 79 86 55 53 46 26740 155 126 108 90 26585 247 122 94 125 98 26338 126 63 63 26212 42 26170 40 is_linear=0 shrinkage=0.03 Tree=1331 num_leaves=11 num_cat=0 split_feature=5 5 9 0 5 10 5 10 5 5 split_gain=0.247695 0.337529 1.85091 0.84197 0.66383 1.4518 0.485445 1.69695 1.28238 0.537276 threshold=3.2350000000000008 2.9150000000000005 8.5000000000000018 475.00000000000006 2.8350000000000004 -1.0000000180025095e-35 2.7550000000000012 1.0000000180025095e-35 2.725000000000001 2.5050000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 -6 8 -8 9 -1 right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 leaf_value=-2.0437514151236757e-05 -0.006035874236939011 0.019853124833466757 -0.0092696930789395188 0.0033157414688670317 -0.017823555831456801 0.0032083465756351224 0.015038410773489438 -0.004520041134506941 -0.012904147689850329 0.0023256501677202954 leaf_weight=7622.4562235698104 6.1151952892541876 5.4647660180926341 5.9538842290639868 5.6206293925642967 5.7983624041080475 6.0213299803435785 7.9618926309049121 8.0081578791141492 6.9302187711000434 88.876258619129658 leaf_count=26516 21 24 19 23 19 25 30 26 23 291 internal_value=-5.12465e-07 4.24175e-06 0.00422192 0.0114682 -5.03604e-06 -0.00710923 5.82081e-06 0.00523085 -4.99044e-06 6.60211e-06 internal_weight=7769.21 7763.09 17.0393 11.0854 7746.05 11.8197 7734.23 15.9701 7718.26 7711.33 internal_count=27017 26996 66 47 26930 44 26886 56 26830 26807 is_linear=0 shrinkage=0.03 Tree=1332 num_leaves=16 num_cat=0 split_feature=13 6 11 9 12 5 10 12 4 9 12 10 0 4 6 split_gain=0.261017 0.300554 1.30487 0.273529 1.72579 2.0134 3.1217 1.66762 1.67882 0.452497 1.77842 1.54274 0.372126 1.96676 1.36663 threshold=6.1000000000000005 3.5000000000000004 1.0000000180025095e-35 2.1000000000000005 1.9000000000000001 0.98000000000000043 -0.33333333333333331 2.1000000000000005 1.5550000000000008 2.3000000000000003 1.7000000000000004 0.33333333333333326 525.00000000000011 1.2750000000000006 3.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 -1 -6 -9 10 -5 -12 14 -14 -11 right_child=-2 2 -4 9 7 -7 -8 8 -10 12 11 -13 13 -15 -16 leaf_value=0.016577519253949558 0.005395057413386189 -0.015793107488589444 0.0036083051393385169 -0.014383290022643734 0.019423739279417974 -0.017878161504161275 -0.011461390448199344 0.0064950116497599153 -0.0065238640356596028 -0.00014183869353253696 0.0040482886846891749 -0.0073862708376968584 0.0014574557883850253 -0.00027185366257708815 0.012532232606991635 leaf_weight=6.5768591761589059 8.0627644211053831 5.4089458733797056 7.3723209947347641 9.7009911835193616 6.2292402684688559 7.4384469687938681 7.8260753452777871 31.77993930876255 12.390046469867228 6097.1517872624099 28.375770166516304 16.970240294933319 882.97936508990824 1795.512303583324 7.6666514575481406 leaf_count=20 25 22 25 28 18 22 22 98 43 18200 86 50 2678 5654 26 internal_value=-2.63593e-07 -5.13856e-06 -0.00460224 1.45547e-06 0.00183996 -0.00520368 0.00134211 0.00489244 0.00284311 -1.35716e-05 -0.00272505 -0.000230968 3.42183e-06 0.000298223 -0.000125922 internal_weight=8931.44 8923.38 12.7813 8910.6 72.2406 21.8414 14.4029 50.3992 44.17 8838.36 55.047 45.346 8783.31 2678.49 6104.82 internal_count=27017 26992 47 26945 223 64 42 159 141 26722 164 136 26558 8332 18226 is_linear=0 shrinkage=0.03 Tree=1333 num_leaves=31 num_cat=0 split_feature=5 5 9 4 13 11 4 9 10 13 4 11 10 8 5 12 5 6 12 12 12 13 6 13 8 0 8 2 12 10 split_gain=0.234863 1.59149 1.45866 2.32224 1.86518 2.60159 2.42682 1.84886 2.00323 1.35633 1.66233 1.35532 2.0631 1.35381 1.27511 1.18549 0.991802 1.26267 2.44394 4.57249 2.01846 3.04661 2.11544 2.59859 1.62686 1.21071 0.937506 0.842722 1.31863 0.988282 threshold=0.88500000000000023 0.8650000000000001 3.1000000000000005 0.95000000000000018 1.9000000000000001 1.0000000180025095e-35 1.6350000000000005 2.7000000000000006 -0.49999999999999994 2.1000000000000005 1.1550000000000007 0.33333333333333326 0.50000000000000022 3.7000000000000006 0.8300000000000004 1.3000000000000003 0.92500000000000027 1.1000000000000003 1.9000000000000001 2.5000000000000004 1.7000000000000004 3.3000000000000007 1.7000000000000004 2.7000000000000006 4.3000000000000016 525.00000000000011 4.7000000000000002 1.3 1.7000000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 15 6 -6 -5 11 -9 -3 -11 13 -13 -1 -10 -4 17 18 26 -20 22 24 23 -19 -22 -23 -2 28 -12 -29 right_child=16 9 3 4 5 -7 -8 8 14 10 27 12 -14 -15 -16 -17 -18 20 19 -21 21 25 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0050793244220096725 -0.0099280996613894928 0.0040369666332623231 -0.020504740994015572 -0.017231811787553137 0.0010243497315612583 0.010402426661783001 0.0086670838195449223 0.0027092444581594153 -0.0098272172855492623 -0.021838003018289635 -0.0097611580760267793 -0.016354640898491965 0.0082099502649446952 0.0074398461324187964 -0.026882206029861033 -0.0020727985285037922 -7.5698488545706507e-06 0.0029165189000352385 0.030729076591721277 -0.00042419674349543986 -0.0010064241532323638 -0.00082442290800628887 -0.0028626803597340154 0.028686049894884033 -0.017653530227905532 0.015123388163879042 0.006130034274641964 -0.023761669008153342 0.0092630286986918782 -0.0028145444249938734 leaf_weight=11.65638607740402 6.2855205982923525 8.3132388368248922 5.7446437627077085 8.5845913738012296 77.754458740353584 40.484658442437649 5.246197745203971 8.0665744841098803 12.402481757104399 7.5246506035327938 6.9154101163148898 8.9233548492193204 4.6967353224754325 23.341256447136402 5.7859312519431105 6.9277909845113754 7072.9838131573051 7.4969699382782 8.7742030322551745 8.205681160092352 8.8590903580188769 10.296892359852793 10.279576376080511 6.6420168280601501 13.090170487761496 7.3370996713638297 6.8250813633203506 3.9585140421986562 6.2360245585441589 4.1546163856983185 leaf_count=48 21 32 24 31 301 153 26 32 49 30 25 39 19 89 22 26 25676 24 28 38 30 38 36 21 49 25 23 22 20 20 internal_value=1.19887e-06 -0.000890378 8.05027e-05 0.00183896 0.00301604 0.00423537 -0.00740802 -0.00331891 -0.009734 -0.00663717 -0.00971946 0.00014543 -0.00788382 0.00327019 -0.0152526 -0.0104283 3.31343e-05 0.00309289 0.00816129 0.015674 0.000709983 -0.00347447 0.00749312 0.0150222 -0.0109345 0.0058111 -0.0015686 -0.0054312 -0.000740447 -0.013035 internal_weight=7423.79 256.718 219.615 144.742 132.07 118.239 13.8308 74.8727 26.255 37.1025 28.7892 48.6177 13.6201 34.9976 18.1884 12.6724 7167.08 94.0923 30.0905 16.9799 64.0018 39.5833 24.4186 14.139 21.9493 17.634 13.1106 21.2646 13.1514 8.11313 internal_count=27017 1008 859 561 511 454 57 298 103 149 117 195 58 137 71 50 26009 333 110 66 223 142 81 45 79 63 44 87 45 42 is_linear=0 shrinkage=0.03 Tree=1334 num_leaves=31 num_cat=0 split_feature=10 7 8 10 4 4 4 6 6 5 5 11 8 9 11 8 4 4 4 12 4 8 5 8 6 9 0 2 7 6 split_gain=0.246042 1.70642 1.73705 2.98452 2.92881 6.21642 3.82306 1.88915 1.86449 2.06467 5.28237 2.43893 1.59898 1.20892 0.896512 0.883805 1.97619 4.25337 1.98321 5.58745 2.8197 3.827 2.29426 1.40354 1.88758 2.78743 2.49027 2.11538 3.59588 2.60134 threshold=-0.99999999999999978 3.1000000000000005 6.1000000000000005 -2.1666666666666656 1.3750000000000007 1.3350000000000006 1.5250000000000006 0.70000000000000007 0.3000000000000001 1.5050000000000006 1.4250000000000007 -1.8333333333333328 3.5000000000000004 4.5000000000000009 -0.33333333333333309 8.1000000000000014 1.5350000000000008 1.4050000000000007 1.8450000000000004 2.1000000000000005 1.7650000000000006 8.5000000000000018 2.0750000000000011 6.1000000000000005 0.3000000000000001 4.9000000000000012 525.00000000000011 0.90000000000000013 1.7000000000000004 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 7 5 -5 -6 -4 12 10 -10 -11 -1 -14 -9 23 17 -17 20 -20 21 -18 -21 -2 25 -25 -27 28 -26 -29 right_child=15 -3 3 4 6 -7 -8 14 9 11 -12 -13 13 -15 -16 16 18 -19 19 22 -22 -23 -24 24 27 26 -28 29 -30 -31 leaf_value=0.0034009642533965397 0.00021943308182124593 0.014257119366889072 0.0061523623298070833 0.0039632505105187061 -0.0074413208416740156 0.03198138421179425 0.0031260896503356307 -0.022585274673494922 -0.00083149097059832529 0.0079361758301245214 0.006969183423038052 -0.0025443391032588386 -0.0057695871049162663 -0.025742490112186853 -0.0083924396307343656 -0.005271669155910712 -0.014736018952498289 0.025602482087764264 0.033940021478995289 0.0040856710937543202 -0.023948596736854164 0.012643394525032894 -0.011480500212390232 -0.0046790927146825234 -0.006111092667475543 0.034429459147344514 0.0038471797730226217 -0.0053161379523192203 0.0029687978796959997 0.00025948745687512517 leaf_weight=4.7737975344061843 5346.3419275218621 7.1505928914993993 5.8428582623600986 34.52315653860569 37.783165588974953 8.981007054448126 166.99252741597593 6.3144560242071792 474.83464594185352 20.785645961761475 93.514686595648527 517.97408970445395 4.709432013332842 6.4807934295386076 10.954356934875246 7.0212567746639278 8.748179450631147 9.3822942525148374 5.1103314235806456 45.501363608986139 6.0583550482988349 9.6772829219698888 10.485297746956347 7.6962809357792166 158.83965488523245 4.9282546360045654 4.6643746942281723 86.023850973695517 52.139478597790003 604.67302513308823 leaf_count=18 17747 30 29 112 128 28 751 40 1808 62 318 1613 26 33 60 23 34 30 18 289 23 34 49 52 504 18 26 477 187 2450 internal_value=-8.42578e-07 -0.000360682 -0.00043564 0.00171828 0.00267813 0.00974732 0.0011763 -0.00859307 -0.000956136 -0.000809354 0.000452011 -0.00214 -0.0111355 -0.0173368 -0.0135821 7.8368e-05 0.00284867 0.0123873 0.00102036 0.00391135 -0.00619384 -0.000356009 0.00117041 3.32741e-05 -0.00104976 0.00876922 0.019559 -0.00123803 -0.00386717 -0.000434937 internal_weight=7768.91 1401.62 1394.46 271.392 248.28 43.5042 204.776 23.1117 1123.07 1107.11 568.349 538.76 15.964 11.1902 17.2688 6367.29 101.984 16.4036 85.5808 61.097 24.4838 18.4255 55.9867 6265.31 918.965 17.2889 9.59263 901.676 210.979 690.697 internal_count=27017 5056 5026 1148 1019 140 879 129 3878 3801 2126 1675 77 59 100 21961 500 53 447 356 91 68 338 21461 3714 96 44 3618 691 2927 is_linear=0 shrinkage=0.03 Tree=1335 num_leaves=31 num_cat=0 split_feature=11 4 4 8 0 11 5 8 5 8 8 2 9 5 4 4 10 9 11 5 3 8 2 9 10 2 8 7 8 8 split_gain=0.262955 1.93295 2.21757 2.87644 2.88599 2.62066 2.59651 1.69606 2.47687 2.40595 0.50412 2.96845 2.47942 2.29522 2.05628 2.13477 2.03995 4.01715 2.63025 2.79821 2.4869 2.29019 1.98688 1.84824 1.84501 1.71543 3.22964 4.21526 4.03225 3.00123 threshold=-1.4999999999999996 0.77500000000000036 0.84000000000000041 3.9000000000000004 575.00000000000011 -1.8333333333333328 1.1250000000000007 4.5000000000000009 1.3050000000000006 5.7000000000000002 4.1000000000000005 0.50000000000000011 8.5000000000000018 2.3550000000000009 0.68500000000000016 0.65500000000000025 -1.0000000180025095e-35 5.3000000000000016 1.5000000000000004 1.4950000000000008 1.7000000000000004 3.1000000000000005 1.3 8.9000000000000021 2.5000000000000004 0.50000000000000011 5.7000000000000002 1.9000000000000001 5.5000000000000009 4.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 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 -6 -4 8 -5 -9 11 16 14 22 15 -13 18 20 19 -2 -18 -19 -14 25 -16 26 28 -28 -12 -27 right_child=10 2 3 7 5 -7 -8 9 -10 -11 23 12 13 -15 24 -17 17 21 -20 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31 leaf_value=0.016156007914260619 0.0036022955485519145 -0.017702655989008474 -0.013347317898840052 -0.013620508429050073 0.0047522278347451883 0.032032710763536316 0.004968152852587295 0.0032043741427626241 -0.00091004329959526366 -0.0029115873269202658 -0.002637534907151236 -0.0047076936629217303 0.0046277666187039658 -0.0086051992526986944 -0.0006423726974788119 -0.024729198709758357 0.0016928282949874775 0.0026308678091459792 -0.011860480757408615 0.014427514846168521 0.019996176607692172 -0.016553210227914956 0.024081416630622982 -0.0058351621995212221 -0.01621695359620327 0.0026782097916965516 0.0054379076412316733 -0.01038012511020738 -0.016565283313275312 8.1826056124134839e-05 leaf_weight=7.1971104592084876 60.525495588779449 5.9537598900496951 7.6915609538555136 20.578730508685112 6.2319992706179619 6.4484843760728818 73.86998837813735 129.30101448483765 41.877384565770626 104.81751894205809 215.66827324032784 27.272755153477192 10.121501281857496 5.3084890246391288 2182.8226663526148 5.8148178160190573 48.101589366793633 8.384428948163988 6.8118504434823981 33.32223054766655 7.7585849761962882 16.867759376764297 8.8624052107334119 46.699408555403352 6.8670974671840659 433.58507478423417 83.067181376740336 18.547695070505142 20.484996361657977 5280.6198691707104 leaf_count=23 178 22 22 58 22 21 242 411 136 331 673 89 37 32 6592 22 143 28 26 113 27 62 28 184 21 1289 254 52 65 15814 internal_value=2.47892e-08 0.000747916 0.000468425 0.000745246 0.00531094 0.0186253 0.00324094 -0.000705588 -0.00509803 0.000466189 -3.54045e-05 -0.000400911 -0.000699203 0.00883316 -0.000803381 -0.00822628 0.00328658 -0.000253814 0.00613946 0.00744597 0.00423503 -0.0101836 0.0137095 0.000110161 -0.000691216 0.000156038 -0.0019214 0.00255065 -0.00384569 0.000278836 internal_weight=8931.48 403.968 396.77 390.817 94.242 12.6805 81.5615 296.575 62.4561 234.119 8527.51 2428.84 2247.07 24.2924 2222.78 33.0876 181.772 81.1124 100.66 93.8477 55.8602 25.2522 18.9839 6098.67 2189.69 6051.97 337.768 101.615 236.153 5714.2 internal_count=27017 1288 1265 1243 307 43 264 936 194 742 25729 7398 6821 97 6724 111 577 260 317 291 170 90 65 18331 6613 18147 1044 306 738 17103 is_linear=0 shrinkage=0.03 Tree=1336 num_leaves=31 num_cat=0 split_feature=4 4 12 0 7 2 6 6 8 13 12 2 10 11 13 6 11 5 11 7 10 8 9 13 8 7 4 10 8 13 split_gain=0.236309 1.36241 2.57097 4.53276 2.5563 2.74539 4.83088 3.77677 2.71487 5.05867 3.66909 2.54631 2.39488 2.18435 1.82927 2.40684 3.17039 2.33163 1.97698 1.66119 3.83438 2.83525 1.9498 3.88311 3.09997 1.79242 1.38848 1.38583 1.25186 1.16624 threshold=1.3650000000000009 1.2550000000000006 3.9000000000000008 475.00000000000006 1.7000000000000004 0.70000000000000007 1.3 0.90000000000000013 4.3000000000000016 3.9000000000000008 1.7000000000000004 1.7000000000000004 -1.0000000180025095e-35 0.33333333333333326 1.5000000000000002 0.70000000000000007 1.0000000180025095e-35 1.9900000000000007 -0.83333333333333315 1.5000000000000002 1.5000000000000004 6.5000000000000009 4.7000000000000002 2.7000000000000006 4.9000000000000012 1.1000000000000003 1.1850000000000007 0.50000000000000022 3.7000000000000006 3.9000000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 4 11 5 6 -3 -7 9 -6 -10 12 -4 27 15 16 17 -1 -17 20 21 -16 24 -24 -21 -22 -20 -5 -18 -2 right_child=29 2 3 13 8 7 -8 -9 10 -11 -12 -13 -14 -15 19 18 28 -19 26 22 25 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010268701223258805 -7.2962168509951126e-06 -0.010470257221839824 0.026324377559636278 0.0051118667711072159 0.0049745554647493296 0.006122737811756848 0.0020156971086215552 0.00012246731992907303 0.016749381311498408 -0.0096348319683825425 0.0044615187328200002 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20.365977510809898 309.76389864832163 leaf_count=104 14091 180 23 26 216 389 209 1507 89 108 385 35 26 55 4685 27 37 25 110 1224 53 139 225 1317 390 37 34 21 67 1183 internal_value=8.33637e-07 0.00018441 0.00114018 -0.00577919 0.00148735 0.000544008 -0.00374151 0.00139561 0.00414632 0.000308847 0.00679718 0.00404024 0.0127876 -0.0148068 -0.000191687 -0.00394326 -0.000329791 -0.00657395 -0.00931292 -1.24128e-05 0.00062884 0.000407247 -0.00101038 -0.0024424 0.000330465 0.0115782 -0.0121138 -0.00510277 0.00651789 -0.000155226 internal_weight=7423.66 3411.1 963.237 46.0198 917.217 677.025 112.233 564.791 240.193 98.1327 142.06 22.0432 12.6978 23.9766 2447.86 111.64 66.7326 34.9045 44.9073 2336.23 1422.31 1394.1 913.916 441.934 471.982 28.2138 37.4852 11.1597 31.8282 4012.56 internal_count=27017 11743 3269 186 3083 2285 389 1896 798 324 474 84 49 102 8474 404 233 129 171 8070 4914 4824 3156 1542 1614 90 144 47 104 15274 is_linear=0 shrinkage=0.03 Tree=1337 num_leaves=31 num_cat=0 split_feature=7 9 8 11 4 10 0 8 0 5 4 10 5 9 4 2 5 0 4 11 11 4 5 0 10 5 8 11 2 12 split_gain=0.25034 2.22029 3.15955 2.36363 2.66202 2.84064 2.35686 4.10119 2.34404 3.82674 2.66228 2.38404 3.578 2.89979 2.35161 2.14596 1.9603 2.17476 1.63912 1.20305 0.922798 0.875515 0.827915 3.0466 2.23254 1.02382 4.40876 3.54765 4.11633 3.0884 threshold=2.1000000000000005 3.5000000000000004 3.1000000000000005 0.33333333333333326 2.0350000000000006 -0.83333333333333315 475.00000000000006 6.1000000000000005 350.00000000000006 2.1050000000000009 1.7300000000000004 -0.83333333333333315 1.5350000000000008 6.5000000000000009 2.0050000000000012 0.70000000000000007 0.88500000000000023 475.00000000000006 1.3050000000000008 -0.33333333333333331 0.33333333333333326 1.7750000000000004 0.67500000000000016 475.00000000000006 -1.0000000180025095e-35 0.87000000000000033 4.5000000000000009 -0.83333333333333315 1.1000000000000003 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 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 20 4 5 -4 7 -5 10 16 11 12 -3 -13 21 -8 18 -18 -10 -16 -2 -12 23 24 -1 26 27 -24 -29 -28 right_child=1 8 3 6 -6 -7 15 -9 9 -11 14 13 -14 -15 19 -17 17 -19 -20 -21 -22 -23 25 -25 -26 -27 29 28 -30 -31 leaf_value=0.015647566458130306 -0.016613114852785195 -0.02017866840494531 -0.0062474520720414263 -0.0012472350941787229 0.02830534755346141 0.008851896631010131 -0.026255088256257764 0.029796649912258426 -0.024652942648719943 -0.019023168765584728 -0.0093629591080939441 -0.0028834443855475581 0.0025112527518076958 0.0097694153825659234 -0.013204450350019931 -0.0030272804739304789 0.0058367266787705714 -0.00025848406599852231 -0.00064617266552370134 0.011447990191938866 -0.0013189330863213791 -0.023706558126736738 0.022580100780401575 -0.02302620685610041 -0.0081365628479343807 1.8858566733519588e-05 -0.010201389182553325 0.011828496490393128 -0.0045572834817406852 0.0022248534921481405 leaf_weight=6.0546535477042207 8.6625622604042274 15.523743726313116 13.750087291002272 14.335329558700325 5.1809586277231565 60.785323955118656 4.2150547206401852 5.226345542818307 5.0727645605802518 9.3370941244065744 5.6114796549081865 117.0831873267889 10.475742071866987 18.938449904322624 3.075253558345139 23.748617459088564 63.301088951528072 314.10418897494674 5.1668458115309477 4.2351090759038916 6.0166086703538886 12.063321955502031 12.433031052350996 6.467926940880715 8.5930308550596237 6875.6081328457221 28.539809547364712 32.534262776374817 23.95949025452137 48.74798016063869 leaf_count=27 35 65 63 57 40 237 17 22 24 36 25 437 36 61 22 115 242 1291 33 28 24 67 40 48 40 23300 117 112 103 253 internal_value=-8.25082e-07 -0.000531274 0.00283433 0.0043547 0.00751177 0.00606641 -0.000940809 0.00704684 -0.00134918 -4.46825e-05 -0.00411842 -0.00271277 -0.0110364 -0.00112177 -0.0132336 -0.00652848 0.000412447 0.000763848 -0.0125393 0.00107744 -0.0103444 -0.0191527 5.38478e-05 -0.00587759 0.00169466 7.16845e-05 0.00255578 0.00807205 0.00487915 -0.00236374 internal_weight=7768.85 725.909 141.921 127.242 79.7164 74.5354 47.5253 19.5617 583.988 396.982 187.006 162.021 25.9995 136.022 24.9852 27.9637 387.645 377.405 10.2396 7.31036 14.6792 17.6748 7042.94 21.1156 14.6477 7021.82 146.215 68.9268 56.4938 77.2878 internal_count=27017 2977 610 551 340 300 211 79 2367 1626 741 599 101 498 142 132 1590 1533 57 50 59 92 24040 115 67 23925 625 255 215 370 is_linear=0 shrinkage=0.03 Tree=1338 num_leaves=25 num_cat=0 split_feature=13 7 5 12 12 8 11 5 0 11 0 8 4 3 12 5 11 13 0 8 8 13 12 6 split_gain=0.259402 0.26961 1.25457 2.05902 2.48414 2.43943 1.9983 3.05692 1.77435 2.87251 2.0515 1.6597 3.30469 1.18671 0.432355 0.783984 1.46546 0.457666 1.54515 1.90936 1.74575 0.900468 4.24642 0.471729 threshold=0.50000000000000011 0.3000000000000001 1.7250000000000003 2.7000000000000006 2.5000000000000004 3.9000000000000004 0.50000000000000022 1.7950000000000002 525.00000000000011 -1.0000000180025095e-35 200.00000000000003 4.3000000000000016 1.4750000000000008 1.7000000000000004 6.1000000000000005 1.9900000000000002 0.83333333333333337 1.3000000000000003 200.00000000000003 6.5000000000000009 7.7000000000000002 1.5000000000000002 2.3000000000000007 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 7 -4 10 -10 -5 -8 -13 -9 17 -16 -17 18 19 -3 -20 22 -19 -23 right_child=1 14 6 8 -6 -7 11 13 9 -11 -12 12 -14 -15 15 16 -18 21 20 -21 -22 23 -24 -25 leaf_value=0.0063763126804604201 -0.016150418592904787 -0.00062692771295462719 0.019330546988461449 -0.0047896310772471713 0.016862874361278351 0.0020346286996531493 0.021743889257669593 -0.016196739660307241 0.010978430120301324 -0.015442088103011974 -0.025952465824832169 -0.017607125320134347 0.012927878798167505 -0.0024956897471690078 0.0049131792628233518 -0.01889546038512592 0.0052770390635082983 0.0042264746954243527 0.0034120777944708401 -0.01554399114291498 -0.0079071013888015757 0.00052007558703227711 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32.1088 31.4764 14.8146 16.6617 21.6389 15.0891 27.2766 8799.49 14.3986 9.72105 8785.09 246.924 58.5046 188.419 8538.17 241.332 8296.84 internal_count=27017 26998 479 239 134 110 240 151 105 48 57 89 62 134 26519 74 56 26445 778 170 608 25667 754 24913 is_linear=0 shrinkage=0.03 Tree=1339 num_leaves=31 num_cat=0 split_feature=8 2 2 4 6 10 4 12 0 0 6 4 4 5 13 10 9 5 4 11 13 13 6 8 7 13 5 9 8 5 split_gain=0.234063 1.18426 1.77128 2.54843 4.63065 4.2707 3.92244 3.56598 2.22808 2.7709 2.66268 2.50173 2.36435 2.34443 2.32524 2.17428 1.30928 1.65336 1.89242 1.2682 0.852423 0.603188 0.502895 1.37111 0.667163 0.507242 5.07733 3.30665 2.79197 1.07957 threshold=2.9000000000000004 0.50000000000000011 0.90000000000000013 1.195000000000001 0.90000000000000013 0.33333333333333326 0.92500000000000027 2.1000000000000005 350.00000000000006 475.00000000000006 0.90000000000000013 1.3350000000000006 0.98000000000000043 1.0850000000000006 1.7000000000000004 -1.0000000180025095e-35 5.1000000000000005 1.4950000000000008 0.83000000000000029 -1.0000000180025095e-35 2.9000000000000008 5.9000000000000012 1.0000000180025095e-35 5.7000000000000002 1.3 1.7000000000000004 1.5350000000000008 5.3000000000000016 3.7000000000000006 1.6850000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 3 4 15 7 -6 -5 10 13 14 -12 -11 -10 -4 -3 17 18 -1 -18 -7 22 23 24 -2 26 28 -28 -24 -27 right_child=21 2 8 5 6 20 -8 -9 9 12 11 -13 -14 -15 -16 -17 19 -19 -20 -21 -22 -23 25 -25 -26 29 27 -29 -30 -31 leaf_value=0.0039476514636638035 -0.023245459419365545 -0.0229961310523151 -0.0099552521105477042 -0.007619542645365897 0.0002158396167419118 -0.026629156749440414 0.012816551840810904 0.020985617929752377 -0.010898752759140569 0.0059113768556242029 -0.011251692162351815 0.0021220323988894673 -0.0035793084918441785 0.0095280155724270493 0.015086874808453153 0.00056366861510985457 -0.0028880757587635476 0.012058786918342338 -0.017628001010133169 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-0.00066572 -0.000218673 0.00264232 0.0047918 -0.00542954 0.0072888 0.00466174 -0.00157274 0.000186605 -0.00565345 -0.00808577 -0.00174033 0.00681779 0.00605562 -0.0111961 -0.00601248 -0.00122805 -0.00665866 -0.0131708 -0.0191308 4.32313e-05 3.31753e-05 -0.00621701 -0.0148463 4.35673e-05 0.000767493 0.00306531 -0.0018013 -4.7081e-05 internal_weight=7423.24 445.909 411.503 132.193 104.394 27.7993 90.2919 16.0086 279.31 195.167 84.1433 69.6707 151.223 43.9435 14.4726 14.1018 34.406 20.6224 14.6391 13.7836 11.7907 6977.33 6968.27 11.5668 6.81205 6956.71 774.163 408.634 365.529 6182.54 internal_count=27017 1621 1487 456 353 103 304 59 1031 697 334 277 543 154 57 49 134 76 55 58 44 25396 25360 71 42 25289 2861 1484 1377 22428 is_linear=0 shrinkage=0.03 Tree=1340 num_leaves=17 num_cat=0 split_feature=4 0 5 8 5 9 12 4 10 9 13 8 4 3 8 4 split_gain=0.245748 0.880155 0.966371 1.01069 1.27148 1.12069 0.445672 0.393888 0.816753 2.75656 1.58305 0.375673 1.61699 1.21822 0.795154 0.645667 threshold=2.7150000000000003 875.00000000000011 1.2950000000000006 8.5000000000000018 1.5250000000000006 6.3000000000000016 6.5000000000000009 2.5850000000000013 1.1666666666666672 6.9000000000000012 2.1000000000000005 9.3000000000000025 2.3450000000000011 1.5000000000000002 9.1000000000000014 2.5350000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 4 -4 -6 7 11 9 10 -9 14 13 -13 15 -1 right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12 12 -14 -15 -16 -17 leaf_value=8.3409133482138404e-07 -0.021073194144493185 -0.022042354071983381 0.024794625618390912 -0.014291977152224968 -0.0085830761218421963 0.01147434845289288 0.0080152505836848763 0.0032261244597848117 0.012489435555314532 0.02589954890548421 -0.022336009216106487 -0.017222264109297801 0.012577444033546709 -0.0011944682965778436 0.0096657231858131142 -0.0088147174320226986 leaf_weight=7687.3202877026051 1.9539904166013062 2.0337198050692669 2.3810306582599869 3.0109652038663617 5.578172639012335 4.5539204552769661 6.2503591626882544 4.6659630201756972 6.959668241441249 2.7106965482234946 4.0932350661605597 7.4132780488580527 4.2812223844230166 10.059345126152037 7.6552932746708384 7.4847035668790332 leaf_count=26476 36 35 20 33 45 23 26 29 31 13 47 40 24 43 34 62 internal_value=-7.96089e-07 -0.00336336 -0.00118991 0.00131277 0.00506765 0.000431835 7.67089e-06 1.20666e-06 0.0043818 -0.000537733 -0.00871924 -9.24519e-06 -0.00394607 -0.00799474 1.87347e-06 -7.74076e-06 internal_weight=7768.41 19.5118 17.4781 15.5241 12.5131 10.1321 7748.89 7742.64 18.4296 11.4699 8.7592 7724.21 21.7538 17.4726 7702.46 7694.8 internal_count=27017 192 157 121 88 68 26825 26799 120 89 76 26679 107 83 26572 26538 is_linear=0 shrinkage=0.03 Tree=1341 num_leaves=25 num_cat=0 split_feature=5 10 4 12 4 13 8 10 8 3 5 7 10 9 6 8 11 10 0 4 12 5 9 12 split_gain=0.255648 2.08386 1.41078 2.0715 1.49689 2.91636 1.66193 2.79855 2.41711 1.08612 0.899065 2.06821 1.63509 3.51912 2.64083 0.87892 0.696701 0.634408 0.725453 2.11607 0.864585 0.508084 0.38326 0.00300621 threshold=2.1250000000000009 -2.1666666666666656 0.88500000000000023 2.7000000000000006 0.97000000000000031 2.9000000000000008 2.9000000000000004 0.33333333333333326 3.1000000000000005 3.5000000000000004 2.0250000000000008 0.50000000000000011 -0.49999999999999994 7.7000000000000002 2.1000000000000005 5.3000000000000016 0.50000000000000022 -3.1666666666666661 875.00000000000011 1.4250000000000005 5.5000000000000009 2.0650000000000008 6.7000000000000002 3.1000000000000005 decision_type=2 2 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 16 3 -3 5 23 7 -6 -8 10 17 15 14 -14 -13 21 -2 -1 20 -20 -19 -12 -5 -4 right_child=1 2 4 22 6 -7 8 -9 -10 -11 11 12 13 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 leaf_value=-0.0086166335172116193 0.0056856160086636229 -0.0035690141816057913 -0.024139193239557946 0.013108838521427182 -0.0017369517239131877 0.008661342234797316 -0.016791984998555498 0.02075424991600237 0.00024163566761369371 0.011555026425896418 -0.010036292932793501 -0.0086552990866296028 -0.0010931174941606714 0.014418788633350282 0.01175419664104433 -0.0045452228878938754 0.020248074593451598 -5.4245469875874618e-05 -0.0079160325021242484 0.0026118065501693861 0.0065936810311726414 -0.023983968175095498 0.025859169754067216 -0.022851966037556546 leaf_weight=7.6845180541276923 5.8109081387519819 6.2963464111089698 3.3504009041935188 4.4956943430006486 10.635489754378797 4.1431271508336067 7.6256133932620278 9.362007409334181 446.77672809176147 7.2652129381895056 4.1282734945416468 41.405680105090141 120.55451378971338 14.776048518717287 6.6177608966827384 8.0778773799538595 6.0199192091822624 7965.952389664948 18.79346227645874 200.48839873820543 17.645703032612801 5.4586443975567818 4.0180686675012112 3.1852573379874229 leaf_count=24 21 25 18 20 48 18 39 39 1760 27 21 144 422 54 23 39 19 23285 55 774 68 31 20 23 internal_value=1.90289e-07 0.000651239 0.000356722 0.00947768 7.82467e-05 -0.0110294 0.00032828 0.00879251 -4.42163e-05 -3.93821e-05 -4.93964e-05 -0.00203159 -0.00108708 0.000600548 -0.00584282 -0.0118353 0.0130955 -8.66459e-07 7.20486e-06 0.00170952 -3.95519e-05 -0.0179779 0.0191264 -0.0235118 internal_weight=8930.57 511.72 499.889 14.8101 485.079 10.6788 474.4 19.9975 454.402 8418.85 8411.58 201.019 183.354 135.331 48.0234 17.6648 11.8308 8210.56 8202.88 219.282 7983.6 9.58692 8.51376 6.53566 internal_count=27017 2050 2010 65 1945 59 1886 87 1799 24967 24940 734 643 476 167 91 40 24206 24182 829 23353 52 40 41 is_linear=0 shrinkage=0.03 Tree=1342 num_leaves=31 num_cat=0 split_feature=0 13 3 13 2 5 5 3 5 5 9 0 9 12 2 8 3 7 4 4 13 13 9 9 5 3 13 13 0 2 split_gain=0.232396 1.90125 2.58756 3.05016 3.68942 2.69695 2.63978 3.18803 2.99795 2.52682 2.16051 2.0966 2.3001 2.08651 3.0446 2.37847 2.13098 2.06151 1.86103 2.29456 2.70205 1.82538 2.73603 4.61975 2.8401 2.85378 2.58375 2.54723 3.37079 3.8037 threshold=475.00000000000006 3.1000000000000005 0.50000000000000011 4.1000000000000005 2.3000000000000003 1.5250000000000006 1.0350000000000008 0.70000000000000007 1.3050000000000006 1.5050000000000006 5.1000000000000005 200.00000000000003 5.3000000000000016 4.9000000000000012 2.7000000000000006 4.9000000000000012 0.50000000000000011 1.7000000000000004 0.75500000000000023 0.82000000000000028 2.5000000000000004 2.9000000000000008 4.1000000000000005 3.1000000000000005 1.1750000000000005 2.1000000000000005 2.7000000000000006 3.9000000000000008 575.00000000000011 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 11 4 9 -6 7 -5 -8 -4 13 12 17 14 16 -16 -1 -3 -12 20 -20 22 23 24 26 -26 -2 28 29 -23 right_child=21 2 3 6 5 -7 8 -9 -10 -11 18 -13 -14 -15 15 -17 -18 -19 19 -21 -22 27 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0059495911135474654 0.0042880758288862701 0.0074410463982431205 -0.0026559139078133082 -0.0061887917120558951 -0.0058793988360210823 -0.025811912766605612 -0.0046871948477605844 0.016690518466170385 0.0039430601799421228 0.00091748984028106886 -0.013238312664558846 -0.010572928284173699 0.013447247901806215 0.013206285183186818 0.0057013728204366948 -0.017647621061400803 0.00085035063375537396 -0.013498136074959283 -0.0013714584781109227 -0.00070167087827421404 0.023836209034479292 -0.0020496520521104955 0.00020749673040785428 -0.0039222401010413467 -0.0036754946305722755 0.013565844772736315 0.020739091231189218 -0.001120624597683713 -0.00083448195041426235 0.0034568193614523107 leaf_weight=78.482290618121624 60.760971218347549 6.672681123018271 462.67221312224865 7.3424643725156811 18.585585270076994 9.1008671820163709 54.378347985446453 21.623432405292988 108.52044074982405 289.55136606097221 10.495104447007177 46.139921016991138 8.0101986080408079 12.689208656549452 5.5213467255234745 13.593295149505137 1225.3934024460614 11.567371636629103 7.8059228360652906 1156.7190934773535 7.5082746744155884 133.31811462342739 1663.9464262519032 400.04321173764765 71.736842192709446 9.8232912421226484 10.007436975836752 412.60055393725634 360.97133475169539 737.25493592768908 leaf_count=278 232 23 1619 26 86 38 193 75 383 1016 40 175 28 53 22 77 4218 44 26 4204 25 465 6355 1517 254 33 38 1498 1422 2554 internal_value=8.00235e-07 -0.000173943 -0.00125024 -0.000842638 -0.00167627 -0.0124315 0.00254599 0.0108909 0.00106214 -0.00128041 0.00027234 -0.00672198 4.68148e-05 0.00109915 0.000983032 -0.0109032 0.00115728 -0.00583804 -0.000661557 -0.000548937 0.0109874 0.000162051 -0.000399815 -0.00222926 0.00221682 -0.00159891 0.00661443 0.000919449 0.00160293 0.00261357 internal_weight=7422.84 3562.37 1044.16 971.775 779.91 27.6865 191.865 28.9659 162.899 752.224 2518.21 72.3902 26.2503 1335.68 1322.99 19.1146 1303.88 18.2401 1182.53 1172.03 15.3142 3860.46 2216.32 552.372 152.329 81.5601 70.7684 1644.14 1231.54 870.573 internal_count=27017 12649 3706 3436 2759 124 677 101 576 2635 8943 270 95 4648 4595 99 4496 67 4295 4255 51 14368 8429 2074 557 287 270 5939 4441 3019 is_linear=0 shrinkage=0.03 Tree=1343 num_leaves=31 num_cat=0 split_feature=0 10 6 5 9 9 6 8 4 5 9 2 11 4 8 0 4 0 11 11 6 4 7 2 5 12 11 11 3 8 split_gain=0.242932 1.1589 2.76995 2.47061 2.37409 2.98878 2.49909 1.99647 6.30526 3.46195 3.36537 3.18037 2.9036 5.09787 3.55569 2.8123 2.56205 0.960384 2.16885 2.59224 2.83473 2.73105 2.48137 2.47518 2.46145 2.18526 2.09371 1.36817 1.78862 1.79089 threshold=575.00000000000011 1.0000000180025095e-35 2.9000000000000004 0.79500000000000004 2.9000000000000004 3.1000000000000005 1.5000000000000002 5.9000000000000012 1.6250000000000002 0.97000000000000031 2.5000000000000004 0.70000000000000007 -1.4999999999999996 1.2250000000000005 5.1000000000000005 925.00000000000011 1.4750000000000008 525.00000000000011 2.1666666666666674 1.1666666666666672 1.1000000000000003 1.3650000000000009 2.7000000000000006 1.1000000000000003 2.0650000000000008 2.5000000000000004 2.5000000000000004 1.0000000000000002 0.90000000000000013 6.1000000000000005 decision_type=2 2 2 2 2 2 2 2 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 7 3 -3 6 -6 -5 10 15 -10 -2 -11 13 -12 -14 16 -9 27 19 22 25 -22 24 -24 -19 -21 -20 -1 -29 -30 right_child=1 2 -4 4 5 -7 -8 8 9 11 12 -13 14 -15 -16 -17 -18 18 26 20 21 -23 23 -25 -26 -27 -28 28 29 -31 leaf_value=0.00024530532226393323 0.02154290727092641 -0.018604838380862819 -0.017119654086967945 0.0042156065020954184 -0.017781728912433251 0.0018999311214407785 0.030904253964191511 -0.0071946305301146575 -0.022799559831449163 0.02960023658854484 0.0085156728015016638 0.0014469560650576918 -0.00083428139682124001 -0.019790498556592224 0.0046364165305182326 0.010857567704369683 -0.019120765913692939 -0.0019021569844535305 -0.023909968679688684 0.0084941911427336269 0.013444424743090847 0.00086539318984734759 0.02391605589701707 -0.0018856342557469002 0.004589431045708958 -0.0085708905661404343 -0.00031515565423569157 -0.009666555488995544 -0.0016675026882054702 0.0028614049596724154 leaf_weight=4914.7752645555884 6.8086249046027651 5.314862177707254 7.1065462082624427 8.249682520516215 7.0461246147751799 479.38795209489763 5.1158907040953627 50.366025261580944 5.1507840836420646 3.7258485704660407 8.9091941416263598 117.44554565101862 356.42359659075737 16.027892578393221 152.74984696693718 5.6860580742359152 23.906950078904629 806.67354368418455 7.2140314579009992 9.7369475811719912 33.788939893245697 28.752036370337009 6.9691763520240766 6.436806321144104 56.233829818665981 22.041057907044888 6.376537874341011 21.965577661991119 494.17760966345668 93.440645657479763 leaf_count=16534 32 37 24 54 36 1961 21 165 49 14 25 715 1235 58 614 26 91 2729 23 33 102 92 27 30 171 78 22 91 1591 337 internal_value=-9.83428e-07 0.000380404 0.00147953 0.00174121 0.00195757 0.00161484 0.0144311 -0.000373071 -0.00288421 0.00128868 0.00058456 0.00231263 0.000317391 -0.00967764 0.000806904 -0.0094767 -0.0110334 -7.47826e-05 -0.000938148 -0.000771507 0.00395414 0.00766145 -0.00128014 0.0115275 -0.00147911 -0.00334206 -0.0128396 7.90351e-05 -0.00126152 -0.000947334 internal_weight=7768 1259.42 512.221 505.115 499.8 486.434 13.3656 747.2 206.281 126.322 540.919 121.171 534.111 24.9371 509.173 79.959 74.273 6508.58 984.223 970.632 94.319 62.541 876.313 13.406 862.907 31.778 13.5906 5524.36 609.584 587.618 internal_count=27017 5157 2133 2109 2072 1997 75 3024 1060 778 1964 729 1932 83 1849 282 256 21860 3307 3262 305 194 2957 57 2900 111 45 18553 2019 1928 is_linear=0 shrinkage=0.03 Tree=1344 num_leaves=17 num_cat=0 split_feature=13 6 3 9 12 5 10 3 9 5 9 12 13 5 11 5 split_gain=0.257613 0.292904 1.26547 0.274016 1.65998 1.95268 2.99203 1.61466 1.42416 1.39734 0.423483 1.7139 1.49582 0.347421 2.52566 1.16589 threshold=6.1000000000000005 3.5000000000000004 1.3 2.1000000000000005 1.9000000000000001 0.98000000000000043 -0.33333333333333331 1.1000000000000003 1.7000000000000004 0.87000000000000033 2.3000000000000003 1.7000000000000004 3.7000000000000006 0.89000000000000024 -0.66666666666666619 0.9650000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 -1 9 -9 -6 11 -5 -13 14 -12 -15 right_child=-2 2 -4 10 7 -7 -8 8 -10 -11 13 12 -14 15 -16 -17 leaf_value=0.016309919852239327 0.0053635608060291252 -0.014102414657797813 0.0048062678073360846 -0.014101940842646505 0.022928046773044625 -0.017587678388694 -0.011175817115300878 -0.0065851202566776131 0.0060648108909148683 0.0053757569522084828 -0.0031752111172648392 -0.0027800456149920591 0.011279732526024825 -0.0022169610316365583 0.0026947261397476429 2.3326365321271044e-05 leaf_weight=6.5589660704135904 8.0524325966835004 6.3053507804870588 6.4378817975521088 9.6721950769424421 6.7681874185800579 7.4097963571548453 7.8073273301124582 13.369900345802305 19.97936000674963 10.285267904400824 93.29016225039959 36.989049598574638 8.3471513390541059 214.50664433836937 225.27376114577055 8248.8937373589724 leaf_count=20 25 24 23 28 25 22 22 42 61 31 277 112 24 618 671 24992 internal_value=9.39256e-08 -4.74686e-06 -0.00454975 1.7541e-06 0.00184269 -0.00507888 0.00137286 0.00483309 0.000993385 0.0123419 -1.32823e-05 -0.00263731 -0.000191406 3.15407e-06 0.000975739 -3.34542e-05 internal_weight=8929.95 8921.89 12.7432 8909.15 72.1788 21.7761 14.3663 50.4027 33.3493 17.0535 8836.97 55.0084 45.3362 8781.96 318.564 8463.4 internal_count=27017 26992 47 26945 223 64 42 159 103 56 26722 164 136 26558 948 25610 is_linear=0 shrinkage=0.03 Tree=1345 num_leaves=31 num_cat=0 split_feature=4 3 12 7 10 9 0 5 12 0 4 12 5 13 5 3 4 0 6 10 12 9 9 2 7 7 3 11 4 9 split_gain=0.236546 2.45157 3.54802 2.78977 2.52847 4.06974 2.75052 2.17824 4.51122 1.74116 3.38249 2.8072 2.61301 2.4216 2.30429 1.90773 1.1215 2.19295 4.05058 2.50373 2.35897 1.93337 1.87597 3.28882 2.50847 2.43715 2.14013 1.77164 1.38551 3.6154 threshold=2.0950000000000011 0.70000000000000007 2.9000000000000008 0.70000000000000007 0.33333333333333326 6.1000000000000005 575.00000000000011 1.1050000000000006 2.7000000000000006 525.00000000000011 2.3350000000000013 3.5000000000000004 1.1950000000000005 3.7000000000000006 1.7250000000000003 1.3 1.9400000000000006 200.00000000000003 0.70000000000000007 -0.66666666666666663 2.9000000000000008 4.7000000000000002 4.5000000000000009 0.90000000000000013 1.3 0.70000000000000007 0.50000000000000011 0.50000000000000022 1.8200000000000003 6.1000000000000005 decision_type=2 2 2 2 2 2 2 2 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 7 3 -3 5 -5 -6 8 -2 13 11 -11 -12 15 -15 -4 28 18 -18 20 -20 -21 24 -24 25 -19 -25 -26 -1 -30 right_child=1 2 9 4 6 -7 -8 -9 -10 10 12 -13 -14 14 -16 -17 17 22 19 21 -22 -23 23 26 27 -27 -28 -29 29 -31 leaf_value=-6.2971152702807665e-05 -0.01364614115254111 -0.011152384250271947 0.0020717938090755671 -0.0015555260439737962 0.011611100451523498 0.023725755372187282 0.036005861588491263 -0.013764446648594162 0.024697580803048947 -0.003585194410029008 0.012818832383661766 0.0095006193821212566 -0.0049606893449282048 0.00012692439574990731 0.027104832137383843 -0.0050891778525274439 0.023330843705061423 -0.01571481922131903 0.024429240089929513 -0.016180875135915273 -0.00096522574209994974 0.00048398001387716961 0.022221945559539959 0.01382897610566443 -0.013901227850136815 0.0029592459226166264 -0.00244806959554217 -0.0023952077276553647 0.003433578749436875 -0.003405601357515347 leaf_weight=6316.1202286370099 6.3935934305191058 5.8357387334108344 48.2486587241292 21.381310518831018 13.396944086998703 7.8291638493537894 6.0329382270574561 18.845139250159264 4.8611457832157612 19.117291517555714 8.5722756646573526 64.646460466086864 56.298516822047532 6.9378763213753682 4.8354368880391121 109.40316258743405 8.1460870951414091 7.7486014217138282 6.2763176858425123 9.0222060233354586 6.9242950826883316 20.50577449798584 5.33184990286827 7.6150727346539488 38.568586207926273 33.413316451013088 160.41757014393806 17.512676529586315 290.73997773975134 91.445004940032959 leaf_count=22277 46 23 237 102 47 27 23 128 33 89 52 275 337 35 18 482 29 30 22 35 26 73 19 35 185 132 643 74 1133 350 internal_value=6.51146e-07 0.000707802 0.00137321 0.00844748 0.010799 0.00522051 0.0191856 -0.00752768 0.00291528 0.000161551 0.00253137 0.00651406 -0.00261124 -0.00191746 0.0112071 -0.00289759 -3.9909e-05 -0.00177078 0.0039437 0.000247594 0.0111087 -0.00460793 -0.00284511 -0.000974367 -0.00618025 -0.000556088 -0.00171041 -0.0103082 4.31632e-05 0.00179718 internal_weight=7422.42 402.636 372.536 54.4761 48.6404 29.2105 19.4299 30.0999 11.2547 318.06 148.635 83.7638 64.8708 169.425 11.7733 157.652 7019.79 321.482 50.8747 42.7286 13.2006 29.528 270.608 173.364 97.2432 41.1619 168.033 56.0813 6698.31 382.185 internal_count=27017 1954 1747 222 199 129 70 207 79 1525 753 364 389 772 53 719 25063 1303 185 156 48 108 1118 697 421 162 678 259 23760 1483 is_linear=0 shrinkage=0.03 Tree=1346 num_leaves=31 num_cat=0 split_feature=7 9 8 0 5 4 12 12 4 11 10 13 0 0 11 5 0 4 2 11 11 4 5 0 10 5 8 11 2 12 split_gain=0.247967 2.12636 3.03174 2.2609 3.70767 2.59109 2.32703 3.39913 2.30696 2.2503 2.50202 3.0197 2.43499 2.26498 4.07101 1.88397 2.08447 1.61915 1.57723 1.15987 0.903622 0.873338 0.805339 2.97311 2.13026 0.991173 4.21494 3.34744 3.92796 2.99921 threshold=2.1000000000000005 3.5000000000000004 3.1000000000000005 350.00000000000006 2.1050000000000009 1.7300000000000004 3.9000000000000008 2.7000000000000006 2.0050000000000012 0.33333333333333326 -0.83333333333333315 4.3000000000000016 200.00000000000003 475.00000000000006 0.83333333333333337 0.88500000000000023 475.00000000000006 1.3050000000000008 0.90000000000000013 -0.33333333333333331 0.33333333333333326 1.7750000000000004 0.67500000000000016 475.00000000000006 -1.0000000180025095e-35 0.87000000000000033 4.5000000000000009 -0.83333333333333315 1.1000000000000003 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 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 20 5 15 6 7 -3 21 10 11 -4 -12 14 -11 17 -17 -5 -15 -10 -2 -7 23 24 -1 26 27 -24 -29 -28 right_child=1 3 9 4 -6 8 -8 -9 19 13 12 -13 -14 18 -16 16 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 29 28 -30 -31 leaf_value=0.015155340982231745 -0.01643259607235863 -0.00081886810153629472 -0.014525533871914244 -0.024540210187029381 -0.018805418366339442 -0.0092347640961399132 0.016509185878127983 -0.011092006088629265 -0.013081361459605501 -0.006043821951590745 0.024847243606721352 0.013045433998765578 0.0076122666662672405 -0.018457959888100575 0.021325186840876514 0.0056987304724515284 -0.00026142833599018578 -0.0005632699085773281 -0.0021936254536069418 0.011152668295115836 -0.0012650676974384463 -0.023623232454564703 0.02192834298990921 -0.022960364380912729 -0.0080403161603175288 1.9246918261485684e-05 -0.010058389278703714 0.011547541159541383 -0.0044589376168382979 0.0022080400474843984 leaf_weight=6.1039855331182489 8.5887703355401737 117.83092053234577 9.1302327029407007 4.9905714318156225 9.2649788334965688 5.5827911868691507 5.4993654787540427 38.444629989564419 3.0475035803392529 10.36111641675234 8.484222434461115 5.8762429356575003 56.565275060944259 7.2550418525934246 9.2653505615890008 63.48501493036747 314.09543872438371 5.1511223688721657 20.611031666398048 4.2650456968694916 6.0078978836536399 11.866462305188177 12.527907714247702 6.3489989694207898 8.5612542927265167 6874.835136371199 28.381075024604797 32.680288188159466 23.880862798541784 48.761841038241982 leaf_count=27 35 431 50 24 36 25 17 151 22 44 30 23 237 28 35 242 1291 33 104 28 24 67 40 48 40 23300 117 112 103 253 internal_value=-7.30179e-07 -0.000528752 0.00276153 -0.00133026 -5.02092e-05 -0.00405446 -0.00267116 -0.00334612 -0.0130919 0.00424368 0.00731284 -0.00372928 0.00986018 -0.000929863 0.00687666 0.000397964 0.000740691 -0.012362 -0.00642811 0.00105314 -0.0101897 -0.0190197 5.36811e-05 -0.00581047 0.00161421 7.12327e-05 0.00251525 0.0078972 0.0047894 -0.00230481 internal_weight=7767.75 725.669 142.145 583.524 396.987 186.537 161.775 156.276 24.7618 127.549 80.056 15.0065 65.0495 47.4925 19.6265 387.722 377.58 10.1417 27.8661 7.31255 14.5967 17.4493 7042.08 21.0142 14.6652 7021.07 146.232 69.0891 56.5612 77.1429 internal_count=27017 2977 610 2367 1626 741 599 582 142 551 340 73 267 211 79 1590 1533 57 132 50 59 92 24040 115 67 23925 625 255 215 370 is_linear=0 shrinkage=0.03 Tree=1347 num_leaves=15 num_cat=0 split_feature=4 4 4 7 5 12 0 10 13 9 0 6 5 5 split_gain=0.263138 0.642313 0.337355 0.268502 2.3289 2.53742 4.88978 2.66732 0.636768 3.01717 2.72377 0.675737 3.13937 0.578585 threshold=2.975000000000001 3.0750000000000006 2.8750000000000004 2.7000000000000006 0.67500000000000016 3.3000000000000007 525.00000000000011 1.1666666666666672 4.5000000000000009 2.7000000000000006 200.00000000000003 2.7000000000000006 1.6250000000000002 0.74500000000000033 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 8 -5 7 -7 -6 11 -10 -11 13 -13 -1 right_child=1 -3 -4 4 5 6 -8 -9 9 10 -12 12 -14 -15 leaf_value=0.0025521671028332252 -0.01080826053872783 0.0021743827225358865 0.0068832050212725635 -0.02207680896870487 0.0020303123687412162 0.00095617645130228622 -0.026102967412722444 0.018346780955769186 0.012405967792334265 -0.018705298578193443 -0.0019300852589711087 0.0059192917004341041 -0.0045192267563645104 -4.1417326289444926e-05 leaf_weight=78.137947805225849 6.6874436512589437 7.0406646430492401 6.4162834212183943 3.835228204727172 159.85601912438869 21.809564493596557 8.2969251051545125 9.5561162233352643 12.532957851886747 9.2197727262973768 157.91089324653149 74.843547537922859 39.676567293703556 8333.6803337950259 leaf_count=250 24 27 29 11 466 70 27 28 36 29 481 230 159 25150 internal_value=3.25284e-07 -0.00414992 6.71564e-06 1.76338e-06 0.00107936 0.00152447 -0.00650094 0.00295068 -2.34069e-05 -0.00179088 -0.00285549 1.38366e-05 0.00230277 -1.73253e-05 internal_weight=8929.5 13.7281 8915.77 8909.36 203.354 199.519 30.1065 169.412 8706 179.664 167.131 8526.34 114.52 8411.82 internal_count=27017 51 26966 26937 602 591 97 494 26335 546 510 25789 389 25400 is_linear=0 shrinkage=0.03 Tree=1348 num_leaves=23 num_cat=0 split_feature=4 4 6 4 9 6 9 4 6 3 2 9 11 4 0 2 13 4 13 4 8 7 split_gain=0.241704 2.13167 1.91281 1.76628 1.32043 1.48695 1.8604 0.653307 2.72636 2.58771 4.18408 1.0753 0.825892 0.590029 3.31771 2.66685 2.50319 1.07893 2.14925 1.34815 0.555268 0.00731065 threshold=2.4450000000000007 2.475000000000001 1.7000000000000004 2.4250000000000012 2.9000000000000004 1.5000000000000002 3.3000000000000003 2.3550000000000009 0.90000000000000013 1.5000000000000002 2.5000000000000004 4.7000000000000002 -0.66666666666666619 2.0950000000000011 525.00000000000011 1.7000000000000004 2.1000000000000005 1.9400000000000006 3.9000000000000008 1.9050000000000002 6.5000000000000009 1.1000000000000003 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 20 4 7 -3 6 -6 13 12 11 -11 -10 -9 17 15 -15 -16 19 -19 -1 -2 -14 right_child=1 2 -4 -5 5 -7 -8 8 9 10 -12 -13 21 14 16 -17 -18 18 -20 -21 -22 -23 leaf_value=-1.1392952402054342e-05 0.0083664732673161216 0.01784708910214455 -0.018204774321373112 -0.015235477929746423 -0.022958290687279496 0.01673348414894274 0.00028457425362019597 -0.00441567881628031 0.0010200326200410039 -0.0046895699057923476 0.033146575598987267 -0.018715821654668448 -0.023882580693772228 0.0053263087091316554 0.010563560615678156 -0.0036044196772255835 0.0014863222732120977 -0.0011191053026356793 -0.011474020608803167 0.0034127084943741982 0.023727039642445415 -0.021937714926379116 leaf_weight=6593.2276851758361 4.3400715142488462 4.0673337243497363 4.852838408201932 6.8587157130241385 3.2493535578250876 4.6466243378818026 67.134533843956888 3.1840214245021343 4.8480126969516295 5.8968832641839963 4.7487225458025932 5.0967324152588844 3.2821441981941479 40.092588342726231 47.620441112667322 120.6577251330018 64.207561630755663 301.91113554686308 19.186434395611286 105.13743961602449 4.1368844471871853 3.700876884162426 leaf_count=23344 21 23 35 38 22 23 396 24 31 29 18 28 20 153 212 527 298 1220 83 416 20 36 internal_value=6.65212e-07 0.00152521 7.74813e-05 -1.85595e-05 0.00119914 0.000296671 -0.000788459 -4.30691e-06 -0.00436737 0.00190893 0.0121881 -0.00909469 -0.0170782 1.40962e-05 0.00138353 -0.00137701 0.00535174 -3.90812e-05 -0.00173784 4.23517e-05 0.0158627 -0.0228518 internal_weight=7422.08 92.4276 83.9507 7329.66 79.0978 75.0305 70.3839 7322.8 30.7574 20.5904 10.6456 9.94475 10.167 7292.04 272.578 160.75 111.828 7019.46 321.098 6698.37 8.47696 6.98302 internal_count=27017 540 499 26477 464 441 418 26439 186 106 47 59 80 26253 1190 680 510 25063 1303 23760 41 56 is_linear=0 shrinkage=0.03 Tree=1349 num_leaves=31 num_cat=0 split_feature=2 4 7 5 5 5 5 3 7 5 8 13 4 4 6 11 0 12 5 5 13 11 4 9 3 6 8 8 5 3 split_gain=0.244668 1.78981 1.3768 3.32163 3.51189 3.54313 2.92142 2.90304 2.77234 2.57144 3.56825 4.41557 3.02486 4.39658 1.32343 1.30998 1.05507 0.62626 2.43366 1.63361 1.71279 1.59633 0.661337 2.77267 1.22502 0.632306 3.26326 2.95301 0.593608 0.569022 threshold=2.3000000000000003 1.3450000000000006 1.5000000000000002 1.2950000000000006 1.6050000000000004 1.9350000000000005 1.3050000000000006 0.90000000000000013 0.90000000000000013 1.1850000000000007 4.7000000000000002 2.7000000000000006 1.6400000000000006 1.7300000000000004 1.1000000000000003 -1.0000000180025095e-35 525.00000000000011 5.1000000000000005 2.0750000000000011 2.265000000000001 1.7000000000000004 -1.0000000180025095e-35 2.5950000000000011 6.9000000000000012 1.7000000000000004 0.3000000000000001 7.1000000000000005 3.5000000000000004 1.0650000000000006 0.3000000000000001 decision_type=2 2 2 2 2 2 2 2 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 16 3 7 6 -6 -5 28 -9 10 15 -12 14 -14 -11 -4 -2 22 -19 -20 -21 -22 25 24 -24 26 27 -1 -3 -27 right_child=1 2 9 4 5 -7 -8 8 -10 12 11 -13 13 -15 -16 -17 -18 18 19 20 21 -23 23 -25 -26 29 -28 -29 -30 -31 leaf_value=0.0086077983498035401 -0.024885702372188564 -0.010680806990200539 0.036568037087254125 0.030619751736628936 -0.0080624776381582122 0.0011880758424490739 0.0035146237345163403 0.014058918764690139 -0.0090493804078631487 0.0015646931896806458 0.026335622749779984 -0.00741012346144828 0.022644717797899793 0.00011443263497276679 -0.017300222910453755 0.013371522360286442 -0.0043800945305719798 0.020779850799474059 -0.012981111485219207 -0.0074806340293910971 -0.0060901154113987051 0.013877973210461463 -0.015763742074413094 0.030522133469856813 0.009096689041110868 -0.0022021958272255343 0.017780687696429955 -0.0070014565363420581 -0.022765534159055661 6.9741224108517533e-05 leaf_weight=13.167411081492899 4.2063086628913862 5.3135758377611664 4.8164681196212769 3.7531634066253892 67.826976284384727 82.700212262570858 77.01776972413063 6.4232459962368038 17.143355226144195 4.6965894401073482 4.9358734367415336 11.910816250368951 8.5278737246990186 90.722980281338096 11.645617142319677 4.0197332464158553 4.8762017041444778 6.372604936361312 6.4744230508804312 8.4222601205110568 4.8388523310422924 14.11070992797613 3.4417317844927293 3.2562548741698265 3.7034251391887665 100.61934709735215 6.522202666848897 63.567662730813026 11.742494981735943 7110.5766937416047 leaf_count=48 21 59 23 18 310 308 421 45 136 25 55 105 30 578 43 24 23 20 20 29 21 57 34 12 18 417 30 275 94 23718 internal_value=-1.00961e-06 -0.000703227 -0.00041366 -0.00166188 -0.000272332 -0.00298019 0.00477411 -0.00957373 -0.00275105 0.00198885 0.0105754 0.00247697 8.10595e-05 0.00205029 -0.0118786 0.0260156 -0.0138767 3.93619e-05 0.00377265 0.000570516 0.00377596 0.00877904 1.88073e-05 0.00757803 -0.00287827 8.02833e-06 -0.00259142 -0.00432298 -0.0190007 3.80404e-05 internal_weight=7767.35 422.279 413.197 271.921 231.298 150.527 80.7709 40.6227 23.5666 141.276 25.6829 16.8467 115.593 99.2509 16.3422 8.8362 9.08251 7345.07 40.2189 33.8462 27.3718 18.9496 7304.85 10.4014 7.14516 7294.45 83.2573 76.7351 17.0561 7211.2 internal_count=27017 2318 2274 1391 1057 618 439 334 181 883 207 160 676 608 68 47 44 24699 147 127 107 78 24552 64 52 24488 353 323 153 24135 is_linear=0 shrinkage=0.03 Tree=1350 num_leaves=31 num_cat=0 split_feature=9 5 11 7 5 5 13 7 5 9 6 10 3 9 5 10 8 4 9 6 12 12 11 10 7 0 13 0 8 11 split_gain=0.255119 1.81892 2.83198 2.37999 1.83844 3.40469 2.73559 3.80551 2.17864 2.14644 2.14198 2.4179 2.0973 1.54219 4.03336 1.94366 1.44009 1.29139 1.17369 2.59523 5.02217 5.64369 3.75326 4.75754 3.8359 3.62804 3.18991 4.5665 3.17995 3.12572 threshold=5.3000000000000016 2.305000000000001 0.33333333333333326 0.90000000000000013 1.8100000000000005 1.8300000000000005 3.1000000000000005 1.1000000000000003 1.7950000000000002 4.1000000000000005 2.1000000000000005 -1.0000000180025095e-35 2.1000000000000005 4.9000000000000012 1.4250000000000007 -1.1666666666666663 2.5000000000000004 1.3350000000000006 5.7000000000000002 1.7000000000000004 2.7000000000000006 1.5000000000000002 -0.83333333333333315 -0.33333333333333331 0.70000000000000007 475.00000000000006 3.3000000000000007 575.00000000000011 6.5000000000000009 -0.33333333333333309 decision_type=2 2 2 2 2 2 2 2 2 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 8 10 16 -8 13 17 11 -6 -11 15 -15 -1 -7 -10 19 22 21 -21 23 28 -25 -23 29 -28 -2 -24 right_child=18 2 -4 -5 5 6 7 -9 9 12 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 25 26 24 -26 -27 27 -29 -30 -31 leaf_value=0.0019035018430347483 0.0013662548519348912 0.019006915767867644 -0.017403577552469865 -0.009433331711235813 0.0046410912347572067 0.01312658830462821 0.022903936435123215 0.0031868294386101078 -0.0070394410308018875 -0.015949125373065823 -0.0053422566343096257 0.019877814010136326 0.0013725103426332223 0.00055754609467968924 -0.0036650366349927303 -0.00017611975679995343 -0.0011227999922056257 0.011426260583519478 -0.00012583094769856148 -0.013412535331780724 -0.0068485409963924323 -0.0010207428531257738 0.0076410559429290316 0.014803526254674066 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0.0125532 -0.0111391 -0.000184021 -0.00137388 4.81444e-05 -0.000750151 0.00307331 0.000202515 0.00113609 -0.00152506 0.00199618 0.00211498 -0.00288891 -0.00787727 0.00426754 0.00314481 -0.00371957 0.00478309 0.00391415 internal_weight=8929.05 5483.06 24.322 10.7239 5458.74 389.187 344.469 93.8316 5069.55 45.1238 44.7184 37.5495 31.3647 5024.43 820.308 4204.12 250.637 13.7591 3445.99 896.632 241.125 145.129 655.507 111.882 67.7986 126.484 543.626 54.7877 44.0829 488.838 internal_count=27017 16120 114 49 16006 1256 1120 289 14750 137 136 113 95 14613 2390 12223 831 42 10897 2689 741 435 1948 335 202 379 1613 154 133 1459 is_linear=0 shrinkage=0.03 Tree=1351 num_leaves=22 num_cat=0 split_feature=4 4 6 4 9 6 9 4 6 3 5 11 4 0 13 13 4 0 4 8 7 split_gain=0.232286 2.02854 1.85527 1.71527 1.25782 1.41349 1.81894 0.632516 2.65587 2.48684 3.15473 0.820283 0.563503 3.17069 2.63528 2.38534 1.03638 2.1012 1.29617 0.518903 0.00685821 threshold=2.4450000000000007 2.475000000000001 1.7000000000000004 2.4250000000000012 2.9000000000000004 1.5000000000000002 3.3000000000000003 2.3550000000000009 0.90000000000000013 1.1000000000000003 1.4850000000000008 -0.66666666666666619 2.0950000000000011 525.00000000000011 3.3000000000000007 2.1000000000000005 1.9400000000000006 200.00000000000003 1.8200000000000003 6.5000000000000009 1.1000000000000003 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=3 19 4 7 -3 6 -6 12 11 -10 -11 -9 16 14 -14 -15 18 -18 -1 -2 -13 right_child=1 2 -4 -5 5 -7 -8 8 9 10 -12 20 13 15 -16 -17 17 -19 -20 -21 -22 leaf_value=-6.0821262982959004e-05 0.0081726049701401193 0.017342658936928358 -0.01805321104409784 -0.015090272481131603 -0.022892226418336187 0.016239451170669141 0.00027883351354959259 -0.0043485674606473087 -0.017212789248566191 0.02524706800261009 -0.002568260945793805 -0.023796943333262648 -0.0031058994403695625 0.01029123748902044 0.0070637657331563989 0.001446257426557231 0.0038860415696374412 -0.002758273104570766 0.0017371127743964145 0.022959392370331313 -0.021896964755010677 leaf_weight=6315.6443990021944 4.3586979284882528 4.1058452129364005 4.7897733822464934 6.7890689224004737 3.1941346265375605 4.688164670020341 67.138920548371971 3.1745724156498909 4.7353694066405323 5.7724434658884993 10.074399657547472 3.2290327250957507 132.89425117522478 47.884189568459988 27.715452179312706 64.275036584585905 50.918242409825325 269.86874305829406 382.74399193376303 4.1882960833609104 3.6342611387372017 leaf_count=22277 21 23 35 38 22 23 396 24 30 27 49 20 563 212 117 298 185 1118 1483 20 36 internal_value=9.35004e-07 0.00149519 7.70815e-05 -1.79159e-05 0.00117456 0.000289691 -0.000773467 -3.94162e-06 -0.00430667 0.00186349 0.00756388 -0.0169583 1.41262e-05 0.00135193 -0.00135098 0.00522245 -3.78616e-05 -0.00170363 4.19122e-05 0.0154186 -0.0227909 internal_weight=7421.82 92.4638 83.9168 7329.35 79.1271 75.0212 70.3331 7322.56 30.6201 20.5822 15.8468 10.0379 7291.94 272.769 160.61 112.159 7019.18 320.787 6698.39 8.54699 6.86329 internal_count=27017 540 499 26477 464 441 418 26439 186 106 76 80 26253 1190 680 510 25063 1303 23760 41 56 is_linear=0 shrinkage=0.03 Tree=1352 num_leaves=15 num_cat=0 split_feature=9 4 9 4 5 12 9 9 0 13 6 9 5 5 split_gain=0.248456 1.55924 1.2568 0.398605 2.65775 3.59163 3.14448 0.365796 4.98635 2.09483 2.02079 0.822378 2.00847 0.579286 threshold=1.5000000000000002 0.95000000000000018 1.7000000000000004 0.68500000000000016 1.8750000000000002 2.1000000000000005 3.9000000000000004 2.1000000000000005 525.00000000000011 3.7000000000000006 1.5000000000000002 2.3000000000000003 1.2650000000000006 0.62500000000000033 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 5 6 -4 8 9 -5 -10 12 -9 -13 right_child=2 -3 3 7 -6 -7 -8 11 10 -11 -12 13 -14 -15 leaf_value=-0.0053784152781929662 -0.012408814925377138 0.017474801551224221 -0.013261313587457139 -0.018801078765301845 -0.013480813583237113 0.018687862494257426 0.0060695638753268544 0.0081302239538940599 0.00082899098664040028 0.0027358459977719495 0.029208087447287066 0.0075244023216777681 -0.007021390280520721 -3.3685641292339497e-05 leaf_weight=6.206256225705145 7.3479392305016509 4.7384126484394073 10.827474281191824 13.150344111025339 8.0412366539239866 12.936696842312811 25.198967784643173 30.563664210960269 4.5473766997456533 5.8830500766634932 4.4859090745449066 9.1376172788441163 10.606357313692568 7613.2067532353103 leaf_count=27 39 23 35 64 24 37 74 124 26 23 15 54 39 26413 internal_value=-1.16814e-06 0.00451571 -7.54207e-06 4.21799e-06 0.00250362 0.00512874 0.000259815 -1.43057e-05 -0.00343293 -0.0121442 0.014922 -1.78542e-06 0.00422681 -2.46251e-05 internal_weight=7766.88 10.9447 7755.93 7748.59 57.0044 48.9631 36.0264 7691.58 28.0667 19.0334 9.03329 7663.51 41.17 7622.34 internal_count=27017 50 26967 26928 170 146 109 26758 128 87 41 26630 163 26467 is_linear=0 shrinkage=0.03 Tree=1353 num_leaves=27 num_cat=0 split_feature=5 10 11 12 8 2 12 11 5 5 3 5 7 10 9 6 8 11 11 9 8 5 12 5 5 4 split_gain=0.259649 1.99254 1.3889 4.26713 1.90252 2.20724 1.75957 1.2592 5.80161 2.45326 1.0543 0.86707 2.0065 1.57677 3.36735 2.54272 0.864801 0.667636 0.61821 2.64713 2.75049 0.62997 2.98359 1.40736 0.505916 0.492632 threshold=2.1250000000000009 -2.1666666666666656 2.1666666666666674 3.7000000000000006 5.5000000000000009 1.7000000000000004 6.1000000000000005 0.50000000000000022 2.6250000000000004 2.5850000000000013 3.5000000000000004 2.0250000000000008 0.50000000000000011 -0.49999999999999994 7.7000000000000002 2.1000000000000005 5.3000000000000016 0.50000000000000022 2.5000000000000004 5.9000000000000012 4.3000000000000016 1.9750000000000003 3.7000000000000006 1.9250000000000003 2.0650000000000008 2.3450000000000011 decision_type=2 2 2 2 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 17 6 -4 5 -5 7 9 -9 -3 11 18 16 15 -15 -14 24 -2 21 20 -20 23 -23 -1 -13 -8 right_child=1 2 3 4 -6 -7 25 8 -10 -11 -12 12 13 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 leaf_value=3.5064192923967175e-05 0.0055721575423757835 0.00025825673109495801 0.031873552364135041 0.002274845936617757 0.011482807961250306 -0.025024139387942155 -0.023965545396937779 -0.0001392333358053813 -0.01992091512043382 0.0079160313947888427 0.011382965455792845 -0.0099070509452506318 -0.0085186806996354249 -0.0010749603609302709 0.014061927746612926 0.011468716326500431 -0.0044707624822302033 0.019820892800838898 0.015049784820623151 -0.019543644680131426 -0.0059738342848348483 0.0048262260457456862 -0.004468401576297072 -0.002865868227656364 -0.023898018550352357 -0.0080207306571670745 leaf_weight=7875.7241123393178 5.8188024535775167 251.18288343772292 5.0469086021184948 8.2088618427515048 9.2173214331269246 3.9474726244807234 3.0291464477777472 156.05775126442313 14.590904910117386 44.290292400866747 7.2663676589727393 4.1037758365273493 41.281216353178024 120.50751119852066 14.857680700719355 6.651294693350791 8.0648479387164098 6.023019827902317 8.0820301473140734 7.6733479946851721 18.241693720221519 101.08719609677792 44.88352282345295 153.44487084448338 5.3697238266468048 4.1102295815944672 leaf_count=23113 21 963 17 43 33 20 29 595 80 214 27 21 144 422 54 23 39 19 25 25 53 330 148 512 31 16 internal_value=4.49151e-07 0.000656702 0.000368462 0.00706251 0.00120394 -0.00658983 -5.24403e-06 0.000221145 -0.00183062 0.00140613 -3.9432e-05 -4.93011e-05 -0.00199681 -0.00106926 0.000586464 -0.00574515 -0.0116908 0.0128194 -1.65548e-06 -0.00403874 0.000480933 1.51331e-05 0.00196829 -2.03753e-05 -0.0178373 -0.0147859 internal_weight=8928.76 511.524 499.682 26.4206 21.3737 12.1563 473.261 466.122 170.649 295.473 8417.24 8409.97 200.836 183.298 135.365 47.9325 17.5383 11.8418 8209.14 33.9971 26.3237 8175.14 145.971 8029.17 9.4735 7.13938 internal_count=27017 2050 2010 113 96 63 1897 1852 675 1177 24967 24940 734 643 476 167 91 40 24206 103 78 24103 478 23625 52 45 is_linear=0 shrinkage=0.03 Tree=1354 num_leaves=31 num_cat=0 split_feature=2 10 0 8 6 5 10 0 11 9 0 12 5 5 10 6 4 4 8 8 10 11 5 7 4 5 12 9 13 0 split_gain=0.232063 1.68999 2.04103 3.46658 1.85123 2.7772 2.01254 1.78722 1.61237 1.6013 1.19046 0.323524 1.73459 3.05285 3.28157 2.93994 2.55501 2.25002 1.85504 3.25722 4.78704 2.80463 2.23974 3.89947 2.4738 1.41275 0.96107 2.48682 4.00862 3.79148 threshold=0.3000000000000001 0.33333333333333326 575.00000000000011 3.5000000000000004 1.1000000000000003 1.7250000000000003 -0.49999999999999994 350.00000000000006 1.0000000180025095e-35 5.1000000000000005 475.00000000000006 2.1000000000000005 1.1350000000000005 1.1150000000000009 -0.83333333333333315 1.9000000000000001 1.7650000000000006 1.5250000000000006 3.9000000000000004 3.7000000000000006 -0.49999999999999994 -1.1666666666666663 1.4350000000000007 2.7000000000000006 1.5650000000000008 0.87000000000000033 2.5000000000000004 4.5000000000000009 4.3000000000000016 525.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 -5 -3 -4 -9 -1 12 13 16 -15 -16 17 -2 19 21 -21 -14 23 -20 -24 -18 27 29 -29 -13 right_child=11 7 8 4 5 -7 -8 9 -10 -11 -12 26 18 14 15 -17 25 -19 22 20 -22 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0023278976782870136 4.7186614462838086e-05 -0.0023896789876773051 -0.0024231068941850489 0.0098566740012688819 0.00989073709071717 -0.0063641088257675804 -0.01116856856586158 0.0049033954600857582 -0.021759094219489437 0.02264313630287557 -0.017888161315632069 0.0007748332091647098 -0.010822652369758316 -0.010372372509871131 0.0064204847736387865 0.024162348513432411 -0.019724410822446213 0.0057466028089352651 -0.0025146393863137825 0.017561085670234292 0.0012964557419979194 0.00020069685615158549 -0.0010611208049958892 -0.01892526073007374 0.0051944888199535544 -0.0044191019210238856 -0.00013659410187543021 0.0022920209359197346 -0.0083755338197341322 -0.0047969552401684263 leaf_weight=8.2082610130310076 494.69715429842472 10.125183142721655 9.4577627927064913 6.0956402271986034 46.602305769920349 11.869163505733011 12.498813562095163 9.6656474918127078 6.5826988294720641 8.702906057238577 9.6011309549212438 397.54635960236192 22.345420256257057 7.3517940938472739 30.189402401447296 11.649518936872481 7.5171777084469822 71.328817263245583 542.29553054273129 23.589379519224167 52.6052186191082 295.1238722205162 314.4900583922863 13.352462954819201 69.460068196058273 19.528064027428627 3953.5614570779726 770.58840633556247 33.063836373388767 151.92016867548227 leaf_count=30 1683 34 34 20 151 48 44 32 27 29 36 1353 83 27 102 36 46 256 1923 74 169 980 1091 56 247 87 14961 2695 120 543 internal_value=8.02788e-07 0.00121324 -0.000460908 0.00121242 0.00396911 0.00659115 -0.00427607 0.00773011 -0.0103582 0.0133084 -0.0107165 -2.2408e-05 -0.000350136 0.000930661 0.0081124 0.0113605 0.00033499 0.000765409 -0.000967124 0.000761688 0.00633189 -0.000575194 -0.00169145 -0.00290899 7.05758e-05 -0.00867319 9.95956e-05 0.000789698 0.00185314 -0.000765692 internal_weight=7421.61 139.41 110.916 94.8753 77.0659 58.4715 18.5945 28.4937 16.0405 18.3686 17.8094 7282.2 1975.52 642.262 49.1907 41.8389 593.071 566.026 1333.26 393.664 76.1946 317.469 939.598 555.648 383.95 27.0452 5306.68 1353.12 803.652 549.467 internal_count=27017 485 390 329 263 199 64 95 61 61 66 26532 6860 2237 165 138 2072 1939 4623 1306 243 1063 3317 1979 1338 133 19672 4711 2815 1896 is_linear=0 shrinkage=0.03 Tree=1355 num_leaves=11 num_cat=0 split_feature=5 5 9 0 5 4 5 10 5 5 split_gain=0.247585 0.314749 1.78751 0.822002 0.650084 1.39648 0.466776 1.63699 1.24452 0.508546 threshold=3.2350000000000008 2.9150000000000005 8.5000000000000018 475.00000000000006 2.8350000000000004 1.4950000000000008 2.7550000000000012 1.0000000180025095e-35 2.725000000000001 2.7050000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 -6 8 -8 9 -1 right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 leaf_value=-1.2498339482735414e-06 -0.0060434505965329044 0.01959504751983188 -0.0091518971227401366 0.0031967696758193284 0.0058313991823509791 -0.015324043652315072 0.014806339176329534 -0.0044259777264683631 -0.012706353969881226 0.0080921602432967015 leaf_weight=7701.9729772503488 6.0987338274717322 5.4053345993161219 5.957372933626174 5.6029270589351654 4.6139145791530591 7.1756356284022331 7.9206417649984351 8.0124172866344434 6.9370877817273131 6.9936476796865454 leaf_count=26782 21 24 19 23 20 24 30 26 23 25 internal_value=-1.28348e-06 3.46481e-06 0.00408519 0.0112487 -5.4779e-06 -0.00704473 5.25559e-06 0.00513479 -5.33671e-06 6.09258e-06 internal_weight=7766.69 7760.59 16.9656 11.0083 7743.63 11.7896 7731.84 15.9331 7715.9 7708.97 internal_count=27017 26996 66 47 26930 44 26886 56 26830 26807 is_linear=0 shrinkage=0.03 Tree=1356 num_leaves=30 num_cat=0 split_feature=12 4 10 8 2 5 5 0 2 0 10 9 5 5 3 5 4 7 4 9 6 9 4 8 4 9 4 8 4 split_gain=0.256308 1.29631 1.17512 1.13936 1.04815 3.55651 4.28219 4.01414 2.87224 2.37757 1.37591 1.51035 1.36446 1.58648 1.33289 1.03837 1.73109 1.81803 4.87758 1.91367 1.61913 5.12455 1.74745 1.11647 3.28983 2.62828 1.51331 3.79706 1.69768 threshold=2.5000000000000004 0.71500000000000019 -2.4999999999999991 1.7000000000000004 1.7000000000000004 1.3150000000000006 0.78500000000000025 200.00000000000003 1.9000000000000001 475.00000000000006 1.8333333333333339 4.3000000000000016 2.3150000000000008 2.245000000000001 1.5000000000000002 1.2050000000000007 2.0950000000000011 0.90000000000000013 2.1250000000000004 3.9000000000000004 2.1000000000000005 4.1000000000000005 1.6400000000000006 3.5000000000000004 0.77500000000000036 4.1000000000000005 1.3250000000000008 7.1000000000000005 1.3350000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 -2 10 6 -6 -7 -8 -9 12 -12 13 -4 -14 16 20 19 -19 -18 22 -22 -3 24 -17 -26 27 -25 -28 right_child=1 15 4 -5 5 7 8 9 -10 -11 11 -13 14 -15 -16 23 17 18 -20 -21 21 -23 -24 26 25 -27 28 -29 -30 leaf_value=-0.010361724411034848 -0.0010715499924427131 0.001012672768993541 -1.4536081644792539e-05 -0.017287285247309922 0.014317899056395121 -0.011697791845410106 -0.011241569480001753 0.022980508531306985 0.0024668494123200975 0.0039551383480047331 -0.017035415106666976 -0.00082244348646065221 -0.018225441687345932 0.014494395300300817 -0.00032734200363669885 0.020661407891097838 -0.0069216089168074478 -0.03016595043739257 -0.0023869483425287357 0.014890516177313903 0.0053325379426258333 -0.0123590401784405 0.0046176085935752589 0.001098933276093946 -0.0059667325465025583 -0.00048938598045518964 -0.0069170220399875169 0.017713292436821765 -5.3253477096825066e-05 leaf_weight=10.159756153821943 8.5728209614753705 312.9779541939497 3999.137324616313 7.1539470329880706 8.4011810272932035 8.9957478344440442 62.018128290772438 10.00619149208069 17.676619499921799 14.446902438998221 8.9716232120990771 12.207835078239439 7.311539098620413 6.7942686527967444 7.6763232573866844 6.0379324927926055 5.9850679188966742 6.3744036406278601 52.883951216936111 9.1611023321747762 31.934319630265236 27.360499531030655 197.31263909488916 748.1774888895452 99.389230374246836 381.43558843620121 32.810075622051954 12.588343217968939 2814.3257940281183 leaf_count=29 29 886 11477 33 32 25 183 28 57 43 25 35 25 24 35 21 21 21 234 35 91 78 660 2466 305 1294 104 38 8683 internal_value=2.48144e-07 0.000150851 -0.000171307 -0.00844792 -0.000146441 -0.00289138 -0.0060535 0.00543685 -0.00820099 0.0117403 -6.39018e-05 -0.00769026 -2.37313e-05 1.00718e-05 -0.00905858 0.000179388 0.00129919 -0.00300431 -0.00537513 0.00627137 0.00186135 -0.00283091 0.00240658 3.27528e-06 -0.00134524 -0.00162158 0.000185248 0.00137385 -0.000132351 internal_weight=8928.28 4754.48 4173.8 15.7268 4163.64 121.545 88.0959 33.4488 79.6947 24.4531 4042.1 21.1795 4020.92 4005.93 14.9879 4738.75 643.99 74.4045 59.2584 15.1462 569.585 59.2948 510.291 4094.76 486.863 480.825 3607.9 760.766 2847.14 internal_count=27017 14999 12018 62 11989 368 272 96 240 71 11621 60 11561 11501 60 14937 2026 311 255 56 1715 169 1546 12911 1620 1599 11291 2504 8787 is_linear=0 shrinkage=0.03 Tree=1357 num_leaves=31 num_cat=0 split_feature=4 4 12 0 7 3 8 8 8 13 12 2 10 11 12 5 3 4 5 13 4 7 0 13 5 12 10 13 12 11 split_gain=0.235546 1.31696 2.48935 4.40213 2.47008 2.72311 4.4126 2.75536 2.58658 4.83262 3.49903 2.4383 2.25489 2.15227 1.80491 3.39855 2.62442 2.90302 2.78392 2.21669 2.71148 3.63705 3.44549 2.05665 2.54443 2.27351 1.34743 1.09565 3.32957 2.30999 threshold=1.3650000000000009 1.2550000000000006 3.9000000000000008 475.00000000000006 1.7000000000000004 0.50000000000000011 4.7000000000000002 6.7000000000000002 4.3000000000000016 3.9000000000000008 1.7000000000000004 1.7000000000000004 -1.0000000180025095e-35 0.33333333333333326 3.5000000000000004 1.2550000000000006 2.5000000000000004 1.2350000000000005 2.265000000000001 4.1000000000000005 1.2350000000000005 1.3 475.00000000000006 3.5000000000000004 0.82000000000000028 2.7000000000000006 0.50000000000000022 3.9000000000000008 1.7000000000000004 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 4 11 5 6 -3 -7 9 -6 -10 12 -4 26 19 -16 18 -18 -17 23 21 -21 -22 25 -25 -1 -5 -2 -29 -30 right_child=27 2 3 13 8 7 -8 -9 10 -11 -12 -13 -14 -15 15 16 17 -19 -20 20 22 -23 -24 24 -26 -27 -28 28 29 -31 leaf_value=0.00025248039507496024 -1.1858535224356486e-05 0.0021141088043911704 0.025476192998718727 0.0050053409723108322 0.0048712258401247275 0.00053697685740579436 -0.018581722183614032 0.0094291060160815333 0.016345398659209222 -0.0094334850819342096 0.004375510039750243 -0.0077287646448052647 0.00025249370655098375 -0.023116207258401088 -0.020311977823515865 0.0061645844572851922 -0.00082249122484386484 0.023041442643835928 0.025909965607929873 0.019326433388291396 0.029773363672006892 0.00069420797453002749 -0.0002271625889970543 0.010349898297780932 -0.0034782768201670842 -0.0024046407180528247 -0.015881706068196784 -0.013037144597800894 0.0007198847316936312 -0.0052094525236145205 leaf_weight=1394.7894903495908 3701.9537740685046 20.308380261063576 6.1814969927072525 5.784406319260599 66.909627616405487 606.55184872448444 17.061533495783806 33.072450920939445 27.15916234254837 31.151072219014168 115.23742063343525 9.3069532960653287 6.5904106795787829 12.652834914624689 5.4757884144783011 55.568062111735344 85.295308046042919 4.8486405238509169 7.2668055891990653 9.9244752004742605 7.1786527484655362 188.83196824043989 6.6250285804271698 12.46915367990732 302.66991345584393 365.8231245726347 5.3511723279953003 22.299706026911736 203.53065636008978 83.35151045769453 leaf_count=4757 14091 66 23 26 216 2044 60 115 89 108 385 35 26 55 24 190 351 20 26 31 24 637 25 45 1044 1300 21 89 775 319 internal_value=6.88464e-07 0.000183993 0.00112358 -0.00569697 0.00146457 0.000536857 -0.00733474 0.000996754 0.00407648 0.000327029 0.00665852 0.0039501 0.0124606 -0.0146508 -0.000185932 0.00291047 0.00374171 0.000461096 0.00844812 -0.000400343 0.0025175 0.00162457 0.0153747 -0.000699135 -0.00293114 -0.000299621 -0.00503187 -0.000155148 -0.00187081 -0.00100284 internal_weight=7421.22 3410.09 963.319 45.8673 917.451 676.994 37.3699 639.624 240.457 98.0607 142.397 22.0789 12.7719 23.7884 2446.77 158.455 152.979 90.1439 62.8349 2288.31 212.56 198.756 13.8037 2075.75 315.139 1760.61 11.1356 4011.14 309.182 286.882 internal_count=27017 11743 3269 186 3083 2285 126 2159 798 324 474 84 49 102 8474 611 587 371 216 7863 717 668 49 7146 1089 6057 47 15274 1183 1094 is_linear=0 shrinkage=0.03 Tree=1358 num_leaves=31 num_cat=0 split_feature=7 9 8 0 5 4 4 8 5 4 11 4 10 0 4 2 9 5 4 11 11 4 5 0 10 5 8 11 2 12 split_gain=0.248469 2.0442 2.91539 2.17499 3.58107 2.51293 2.33078 5.1502 2.86031 2.26723 2.14487 2.46976 2.60028 2.20857 2.40901 2.11925 1.8311 2.30595 1.74122 1.11205 0.88005 0.872195 0.77666 2.92532 2.03483 0.965996 4.02588 3.1321 3.75068 2.89893 threshold=2.1000000000000005 3.5000000000000004 3.1000000000000005 350.00000000000006 2.1050000000000009 1.7300000000000004 1.3650000000000009 5.7000000000000002 1.8250000000000002 2.0050000000000012 0.33333333333333326 2.0350000000000006 -0.83333333333333315 525.00000000000011 1.7650000000000006 1.3 6.9000000000000012 1.5450000000000002 2.0350000000000006 -0.33333333333333331 0.33333333333333326 1.7750000000000004 0.67500000000000016 475.00000000000006 -1.0000000180025095e-35 0.87000000000000033 4.5000000000000009 -0.83333333333333315 1.1000000000000003 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 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 20 5 16 6 8 -8 -3 21 11 12 -4 14 -12 -15 18 -18 -5 -11 -2 -7 23 24 -1 26 27 -24 -29 -28 right_child=1 3 10 4 -6 9 7 -9 -10 19 13 -13 -14 15 -16 -17 17 -19 -20 -21 -22 -23 25 -25 -26 -27 29 28 -30 -31 leaf_value=0.014783932139579197 -0.016249436430195181 -0.0075014193515282141 -0.0061053599424828915 0.00033104259084163547 -0.01857514006166406 -0.0090950861811435659 0.0076383750933794493 -0.010391756628597393 0.0083297386199714021 -0.012918962732044336 0.0058557667083150152 0.026908993162644102 0.0083666805979731532 -0.02175077263006946 -0.017123375619171051 0.0047172029847270362 -0.005207814569940768 0.014511181338380811 -0.0089288606246823426 0.010858078527890988 -0.0012513162200222506 -0.023541645883629964 0.021239689813356329 -0.02291006881168044 -0.0078814421650016328 1.9387112080435769e-05 -0.009895033053623185 0.011295756644763922 -0.004348306909635012 0.0021887428629845732 leaf_weight=6.1329268217086801 8.5121098309755308 84.958023175597191 13.662574969232081 343.87969775497913 9.1861106976866704 5.5510515272617402 43.753768727183342 21.150927342474461 11.684008449316023 3.0110481092706323 30.93753969669342 5.3063210770487776 61.342352330684662 7.5225756168365461 4.734261665493249 4.2668741829693317 7.8024624809622791 16.893130503594875 19.301924526691437 4.296239932999014 6.0051490664482108 11.665075093507765 12.631903722882269 6.2470905110239974 8.5135003626346588 6873.8981475466862 28.196077160537243 32.805428542196751 23.798935998231173 48.77996900677681 leaf_count=27 35 306 63 1341 36 25 170 88 35 22 118 40 237 32 31 30 31 54 164 28 24 67 40 48 40 23300 117 112 103 253 internal_value=-9.43134e-07 -0.000529593 0.00269433 -0.00131626 -6.20384e-05 -0.0039927 -0.00263434 0.00176278 -0.00558743 -0.0129408 0.00414179 0.00712982 0.00573052 -0.000914381 0.00280604 -0.0121714 0.000376408 0.00828105 -0.000161091 0.00106049 -0.0100454 -0.0188836 5.35228e-05 -0.00572193 0.00160927 7.07119e-05 0.00248365 0.00773258 0.00471831 -0.00223751 internal_weight=7766.43 725.423 142.29 583.133 397.063 186.07 161.547 64.9047 96.642 24.5234 127.772 80.3112 75.0049 47.4613 35.6718 11.7894 387.877 24.6956 363.182 7.30729 14.5173 17.2161 7041 20.8935 14.6464 7020.11 146.212 69.2363 56.6044 76.976 internal_count=27017 2977 610 2367 1626 741 599 258 341 142 551 340 300 211 149 62 1590 85 1505 50 59 92 24040 115 67 23925 625 255 215 370 is_linear=0 shrinkage=0.03 Tree=1359 num_leaves=31 num_cat=0 split_feature=11 4 4 8 5 5 7 8 5 8 11 9 6 5 3 6 6 3 10 12 4 4 9 0 0 10 13 12 2 11 split_gain=0.252514 1.83421 2.13985 2.76068 2.92476 4.39853 2.17441 1.62849 2.37939 2.3099 0.476434 2.70611 4.15192 3.34956 4.03784 5.58017 3.80981 3.24293 3.45343 3.18292 2.91698 3.01229 0.630503 1.70473 2.29234 7.35484 2.14078 2.77705 2.02321 1.48461 threshold=-1.4999999999999996 0.77500000000000036 0.84000000000000041 3.9000000000000004 1.5350000000000008 1.3750000000000007 1.3 4.5000000000000009 1.3050000000000006 5.7000000000000002 -1.1666666666666663 5.3000000000000016 0.50000000000000011 1.2250000000000008 1.7000000000000004 1.9000000000000001 2.1000000000000005 1.5000000000000002 -0.83333333333333315 3.3000000000000007 0.94500000000000017 1.1150000000000007 5.3000000000000016 925.00000000000011 725.00000000000011 -1.4999999999999996 1.7000000000000004 4.5000000000000009 3.5000000000000004 0.33333333333333326 decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 8 -5 -9 11 13 -13 20 16 -16 -15 19 -19 -14 -2 -22 -12 24 28 -26 29 -28 -24 -25 right_child=10 2 3 7 6 -7 -8 9 -10 -11 22 12 17 14 15 -17 -18 18 -20 -21 21 -23 23 26 25 -27 27 -29 -30 -31 leaf_value=0.015718434587665 0.015616157297227958 -0.017457030359092286 0.0043004288144701704 -0.01336356958082744 0.0060982832423756113 0.023847174247685919 -0.0069922191291959248 0.0031393819902418682 -0.0008944235784867085 -0.002853624394785685 -0.00019100852208906786 -0.021771164660689787 -0.0081208153735939613 0.0091212777147006169 -0.0091147252127761948 0.017062970577052382 -0.0068726396883763254 0.015983756772652503 -0.0010623786776357603 0.011173729428804208 -0.01864835467084008 -0.0026854587451451322 0.00025442579947390788 -0.023232127451240724 -0.013415220867768151 0.0079594269781853733 -0.004541307777822523 0.014356420408443191 0.015268219747688043 -0.0050110678553507105 leaf_weight=7.2199081033468238 6.6730246841907492 5.9095225967466822 33.600536331534386 20.528732717037201 23.573405805975199 14.980293959379194 22.151458114385605 129.32559945993125 41.8539486117661 104.77819470316172 5017.244479900226 10.976766809821127 83.979588136076927 93.389401651918888 36.235144205391407 9.1867597401142103 15.650332599878309 13.312328338623045 54.436172457411885 8.4710078537464124 12.412954911589621 74.462330639362335 2901.7772352462634 7.8807030320167568 17.114965826272964 94.404051460325718 41.369427159428596 8.4235652834176999 8.1005381792783719 8.2244565933942777 leaf_count=23 19 22 97 58 91 44 75 411 136 331 14738 34 248 271 116 28 47 46 194 26 36 214 9075 25 55 320 142 31 38 26 internal_value=2.80927e-07 0.00073321 0.000460481 0.000731428 0.00520227 0.0103278 -0.000243424 -0.000690647 -0.00499774 0.000457083 -3.44511e-05 -0.00102066 -0.00392204 0.000981863 0.0036951 -0.00382018 0.00682569 -0.00269902 0.00228712 -0.00635291 -0.00349808 -0.00496628 1.6558e-05 0.00035388 0.00045799 0.00467903 -0.00441951 -0.00134435 0.000296221 -0.0139271 internal_weight=8927.65 403.922 396.702 390.792 94.3057 48.5808 45.7249 296.486 62.3827 234.104 8523.73 419.186 171.176 248.01 154.462 45.4219 109.04 160.199 67.7485 92.4506 93.5483 86.8753 8104.54 3087.29 3021.4 111.519 65.8982 49.793 2909.88 16.1052 internal_count=27017 1288 1265 1243 307 141 166 936 194 742 25729 1279 548 731 462 144 318 514 240 274 269 250 24450 9712 9488 375 224 173 9113 51 is_linear=0 shrinkage=0.03 Tree=1360 num_leaves=31 num_cat=0 split_feature=4 10 6 6 4 11 11 5 8 4 4 0 12 4 9 8 4 10 7 13 4 8 11 5 13 6 7 4 7 10 split_gain=0.235489 3.04811 3.07243 2.97648 4.50215 4.12238 2.50901 2.32599 2.26278 3.25285 2.12123 1.99886 2.17646 1.28402 1.26333 0.727852 1.07686 4.34555 4.80856 4.04093 3.31799 3.27466 3.09142 2.70484 2.10406 4.39092 1.63439 1.29889 2.77926 0.988453 threshold=0.80000000000000038 1.0000000180025095e-35 0.70000000000000007 1.3 0.77500000000000036 0.50000000000000022 0.83333333333333337 1.8900000000000006 3.3000000000000003 0.75500000000000023 0.61500000000000021 350.00000000000006 1.9000000000000001 0.75500000000000023 4.7000000000000002 1.7000000000000004 0.91000000000000036 -1.0000000180025095e-35 1.9000000000000001 2.9000000000000008 0.93000000000000027 4.9000000000000012 1.0000000180025095e-35 1.2750000000000006 3.3000000000000007 1.9000000000000001 1.5000000000000002 0.97000000000000031 0.90000000000000013 -0.33333333333333331 decision_type=2 2 2 2 2 2 2 2 2 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 11 7 -6 8 -5 9 10 -3 12 -4 -13 -10 29 17 24 19 -19 21 23 -20 -18 26 -26 -17 28 -22 -2 right_child=15 6 3 4 5 -7 -8 -9 14 -11 -12 13 -14 -15 -16 16 20 18 22 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.016065278757359754 0.014051960344149024 0.0026605312649420117 -0.013108201793003385 -0.0064996830584355654 0.0028396518543599278 0.032637167478229104 0.019943695854769107 0.013752041251970814 -0.011001051557731388 -0.0061896442715050886 0.024078116731432789 -0.011205427102160206 0.012819999347807013 -0.027678012523435418 0.0046165101572480157 0.0018175898862728384 0.019582626999273014 -0.0039009448655558071 -0.0034853865276808955 -0.015891652149546957 0.0051984161139242702 -0.00987655359500152 0.018425777952705086 0.0050682254507087438 0.024058405987428672 0.0010786661037650062 -0.0084801932903630379 2.8595657183538637e-05 -0.0050048204956269059 -0.001040886928905203 leaf_weight=8.0518249794840795 7.7470652610063553 6.4413870349526468 6.5110612884163874 47.723643429577351 12.606803044676782 6.2502883970737448 10.617912739515303 5.715461239218711 10.658683761954309 8.2717176228761655 11.760519951581953 11.38870879262686 5.2737243622541428 6.802717685699462 8.2850516438484174 65.385461419820786 17.206788763403893 67.417723625898361 12.561885714530947 40.484721019864082 30.463443852961063 8.8690057396888715 10.758433371782301 35.182953871786594 11.02862027287483 23.281127206981182 17.60607935488224 6784.8487633978948 113.7140466272831 7.8752447664737684 leaf_count=29 23 24 24 173 44 20 33 23 36 29 36 43 21 23 29 231 55 231 45 143 108 33 35 120 38 80 62 24805 396 25 internal_value=7.34185e-07 0.00111672 -0.00177734 -0.00318208 0.000113441 0.0127162 0.00681466 -0.0043337 0.00374529 0.00940973 0.0164987 -0.0111302 -0.00150526 -0.0173654 -0.0041707 -2.48578e-05 -3.88176e-05 -0.0019794 -0.00573005 -0.00839983 3.01754e-05 0.00698144 0.00662296 0.00983531 0.00221638 0.00846534 -0.000367013 -3.12799e-05 -0.00284897 0.00644362 internal_weight=7420.79 166.36 110.324 102.272 72.2962 18.8571 56.0353 53.4391 45.4174 26.4736 18.2019 29.9762 11.7848 18.1914 18.9437 7254.43 7238.81 248.524 131.223 107.902 6990.29 61.2587 23.3203 52.3897 117.301 34.3097 82.9915 6929.03 144.177 15.6223 internal_count=27017 587 400 371 260 64 187 196 154 89 60 111 45 66 65 26430 26382 865 454 374 25517 208 80 175 411 118 293 25309 504 48 is_linear=0 shrinkage=0.03 Tree=1361 num_leaves=21 num_cat=0 split_feature=11 11 5 8 5 11 9 6 4 8 3 12 11 5 4 2 7 5 13 5 split_gain=0.489975 0.273167 2.61214 2.83732 2.81743 0.362437 2.1974 2.21835 2.17575 2.07393 1.37199 1.57728 0.673324 2.26873 2.50987 1.88898 0.610001 2.16567 0.832499 0.252681 threshold=-3.4999999999999991 -2.4999999999999991 1.4950000000000008 5.1000000000000005 1.7650000000000006 -1.8333333333333328 7.1000000000000005 1.9000000000000001 1.5350000000000008 4.7000000000000002 2.1000000000000005 2.5000000000000004 -1.4999999999999996 2.0750000000000011 1.1550000000000007 1.5000000000000002 0.3000000000000001 1.4550000000000007 1.3000000000000003 2.1050000000000009 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 -2 4 -4 6 7 9 -9 -3 11 -8 13 14 -7 -15 17 -14 -18 -6 right_child=1 5 3 -5 19 12 10 8 -10 -11 -12 -13 16 15 -16 -17 18 -19 -20 -21 leaf_value=0.010023188841494493 -0.018475558525833564 -0.0029636081444499771 0.021356732252006027 -0.010744718864088372 -0.0057409607656977064 0.0032061310171818086 -0.013198056706016641 0.0054595290011209326 0.025146823759483121 0.0054286431915318593 -0.018175560941195899 0.0048118409141746183 -0.0040739704309295565 -0.0007405218677553815 -0.0053106794845635139 0.015116361511880391 -0.0019591944413074967 0.004093703012104829 3.6163182507812858e-05 0.0029291389126515086 leaf_weight=4.3860183209180823 7.4635957181453696 54.614940024912357 8.3332931548357063 11.406054027378557 5.917824059724806 41.888704299926758 7.3036328107118669 17.696317568421367 7.0708920601755372 51.485790137201548 6.8250547796487799 10.920183148235081 39.822180733084679 15.465995058417322 121.37783125694841 12.013257294893263 193.35891087912023 109.71209249645472 7032.6443575313315 6.1894070357084274 leaf_count=17 27 170 24 39 19 122 22 52 24 178 22 34 130 47 430 40 737 336 24526 21 internal_value=-1.02453e-06 -6.68919e-06 -0.00250117 0.0012426 0.00793167 6.00906e-06 0.00143774 0.00299588 0.0110801 0.00110876 -0.00670277 -0.00240606 -2.34943e-05 -0.00178329 -0.00312555 0.00619172 2.20173e-05 0.00191859 -1.72301e-05 -0.00130867 internal_weight=7765.9 7761.51 39.3102 31.8466 20.4405 7722.2 155.917 130.868 24.7672 106.101 25.0489 18.2238 7566.28 190.746 163.267 27.4793 7375.54 149.534 7226 12.1072 internal_count=27017 27000 130 103 64 26870 502 424 76 348 78 56 26368 639 552 87 25729 466 25263 40 is_linear=0 shrinkage=0.03 Tree=1362 num_leaves=16 num_cat=0 split_feature=4 5 4 7 8 2 4 11 11 13 0 9 6 5 5 split_gain=0.248895 0.636945 0.325063 0.249706 2.26218 2.67626 3.61719 1.07412 1.19607 0.61304 2.9232 3.00143 0.65374 3.03761 0.549174 threshold=2.975000000000001 1.7250000000000003 2.8750000000000004 2.7000000000000006 3.3000000000000003 0.50000000000000011 1.0550000000000004 0.50000000000000022 -1.0000000180025095e-35 4.5000000000000009 200.00000000000003 2.7000000000000006 2.7000000000000006 1.6250000000000002 0.7150000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 9 7 -6 -7 8 -5 12 -11 -12 14 -14 -1 right_child=1 -3 -4 4 5 6 -8 -9 -10 10 11 -13 13 -15 -16 leaf_value=0.0029382415027859867 0.0025297481475052767 -0.010397460857991869 0.0067730096031092639 0.0066163350187114483 0.013805352532043135 -0.01657898733158852 8.6967639147899749e-05 -0.0011564492019194655 0.021287051773068295 -0.017320731741138587 0.014021767666311505 -0.0018917644330988933 0.0058170423669226604 -0.0044561080224185786 -3.6772828806536815e-05 leaf_weight=56.219593457877636 6.7531772255897504 6.9715764075517654 6.3848584592342368 12.794788450002674 11.434599071741102 12.706901818513868 151.01641713827848 7.0855806767940512 8.2111975848674774 10.242464825510977 11.440226987004278 157.79427964240313 74.922877699136734 39.592991951853037 8353.7371964082122 leaf_count=184 28 23 29 36 32 36 454 21 23 32 33 481 230 159 25216 internal_value=1.46729e-07 -0.00403671 6.36251e-06 1.51204e-06 0.00104097 -0.000226512 -0.00120651 0.00894406 0.0123511 -2.27608e-05 -0.00175791 -0.000816012 1.37715e-05 0.00226518 -1.68852e-05 internal_weight=8927.31 13.7248 8913.58 8907.2 203.249 175.158 163.723 28.0916 21.006 8703.95 179.477 169.235 8524.47 114.516 8409.96 internal_count=27017 51 26966 26937 602 522 490 80 59 26335 546 514 25789 389 25400 is_linear=0 shrinkage=0.03 Tree=1363 num_leaves=31 num_cat=0 split_feature=8 13 10 12 6 6 5 5 12 10 5 13 5 5 5 9 5 5 10 4 13 4 6 11 11 11 5 5 5 4 split_gain=0.235519 1.21706 2.45508 1.93322 5.19092 1.39909 2.34902 2.92972 4.23251 2.8695 2.71233 1.45511 3.23592 5.68805 2.8786 1.66312 3.61415 1.23221 0.854155 0.879521 0.653699 4.71854 2.76723 4.20707 2.15775 1.96911 3.03001 2.23379 0.974723 2.49512 threshold=6.3000000000000016 4.3000000000000016 0.50000000000000022 2.7000000000000006 2.3000000000000003 1.9000000000000001 1.4750000000000008 1.0750000000000008 1.7000000000000004 0.83333333333333337 2.0350000000000006 3.3000000000000007 1.0350000000000008 1.3450000000000006 0.94500000000000017 2.9000000000000004 0.90500000000000014 1.5050000000000006 2.8333333333333344 1.9500000000000004 1.5000000000000002 1.2650000000000008 0.70000000000000007 0.33333333333333326 -0.83333333333333315 1.0000000180025095e-35 1.2050000000000007 1.2450000000000008 2.2750000000000008 0.9650000000000003 decision_type=2 2 2 2 2 2 2 2 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 5 3 4 -3 11 7 -7 -9 10 -8 15 14 -14 -13 16 -2 -17 20 -20 21 22 23 -1 -24 26 -23 -27 -22 -30 right_child=1 2 -4 -5 -6 6 9 8 -10 -11 -12 12 13 -15 -16 17 -18 -19 19 -21 28 25 24 -25 -26 27 -28 -29 29 -31 leaf_value=-0.0066453881723062685 -0.015553338643283128 0.019689671396526914 -0.0084217810515869861 0.020794780909090115 -0.015386868302909194 -0.013566824551127838 -0.0086940786976337555 -0.016926262525416007 0.0097275762927910674 -0.02589233137433249 0.0083491404464492991 0.0039433030252075075 -0.0091063853561772733 0.007157766064128583 0.034158320129092257 -0.0021368727252695243 0.0102962005916593 0.00022517107450406972 0.016458856572227575 -0.00088970425820160133 4.6794196088266128e-05 -0.0092393742030334319 0.0047594691272201681 0.0088293384526031624 -0.013012744658162448 0.014175127586202627 0.0028006065596944732 0.0041312984953190413 -0.015324434195674756 -0.001243613693529633 leaf_weight=37.599901750683784 5.8775580897927275 8.2214471772313136 8.7565658055245859 9.3750286027789098 7.0559244230389586 9.57522304356098 43.288623638451099 6.5035578906536093 30.545591272413731 6.9337910413742057 10.428467102348803 5.9692018553614599 30.373127765953541 53.337901435792446 5.4094342887401581 379.20546644087881 28.338425032794476 417.73985189385712 5.7876719087362272 4.8206327520310879 5778.2854549176991 22.296634137630463 7.4302778840064994 27.286008238792419 35.637618325650692 24.530803196132183 120.37049029767513 106.23667006194592 12.128713756799696 171.14032965898514 leaf_count=137 30 32 40 38 27 39 162 25 117 29 46 28 143 213 22 1723 113 1680 20 24 20237 93 27 88 137 91 447 380 61 768 internal_value=4.74788e-07 -0.000411962 0.00522359 0.0100704 0.00348941 -0.000594133 -0.00383751 0.00122572 0.0050488 -0.00772978 -0.00538536 -0.000218496 0.00329696 0.00125659 0.0183076 -0.000620684 0.00585581 -0.000898745 6.97342e-05 0.00857531 5.5509e-05 0.0012596 -0.00405106 -0.000137912 -0.0099466 0.00335629 0.000918946 0.00601543 -2.15226e-05 -0.00217548 internal_weight=7420.49 1066.94 33.409 24.6524 15.2774 1033.53 107.275 46.6244 37.0491 60.6509 53.7171 926.251 95.0897 83.711 11.3786 831.161 34.216 796.945 6353.55 10.6083 6342.94 381.388 107.954 64.8859 43.0679 273.435 142.667 130.767 5961.55 183.269 internal_count=27017 4507 137 97 59 4370 418 181 142 237 208 3952 406 356 50 3546 143 3403 22510 44 22466 1400 389 225 164 1011 540 471 21066 829 is_linear=0 shrinkage=0.03 Tree=1364 num_leaves=21 num_cat=0 split_feature=4 5 8 10 9 9 12 4 9 10 6 8 8 13 9 8 4 10 8 11 split_gain=0.246876 0.843395 0.969418 1.05686 0.960802 1.40302 0.43055 0.362506 0.765952 1.40016 0.68938 0.363412 1.57921 1.66235 0.825721 0.75561 0.622722 0.222578 0.190575 0.00022016 threshold=2.7150000000000003 1.2950000000000006 8.5000000000000018 -0.83333333333333315 4.5000000000000009 6.3000000000000016 6.5000000000000009 2.5850000000000013 5.1000000000000005 1.1666666666666672 0.70000000000000007 9.3000000000000025 9.9000000000000021 2.5000000000000004 5.5000000000000009 9.1000000000000014 2.5350000000000006 -0.49999999999999994 9.5000000000000018 0.33333333333333326 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 19 3 -3 -5 -6 7 11 9 17 -10 15 14 -14 -13 16 -1 -9 -4 -2 right_child=1 2 18 4 5 -7 -8 8 10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 leaf_value=1.405978410295012e-06 -0.020720676114979835 -0.014395724130254278 -0.021979152413566846 0.020597143303043249 -0.010009252536862802 0.015468465041286267 0.0079027727049836814 -0.0075260059891585455 0.017175483782322643 0.014256153213067996 0.0026672194513372078 -0.023613453332826495 -0.0063010470907602575 0.015499573778763593 -0.0051120768699738492 0.009402866419560188 -0.008685388552148527 -0.021865427048581659 -0.0079515677013330295 -0.021330101927282377 leaf_weight=7684.6656871400774 1.2361590918153553 2.7027531731873777 1.8233617097139352 3.1326999310404045 4.5123025551438332 3.4194540530443192 6.2118638530373564 1.8062956221401694 4.9666774012148363 2.2918314784765244 7.2508101314306259 4.0751730119809526 7.579091899096964 5.3843058198690414 4.6463980376720428 7.6879111602902404 7.4342552814632645 2.1149216704070595 1.6699744928628204 0.93858602084219445 leaf_count=26476 32 24 23 23 43 16 26 20 26 12 38 27 33 22 25 34 62 24 17 14 internal_value=-6.22377e-07 -0.00337754 -0.00115925 0.0024221 0.00653024 0.000974428 7.85044e-06 1.51417e-06 0.00420386 -0.00437227 0.00856515 -8.5165e-06 -0.00388672 0.00275377 -0.0137569 2.40571e-06 -6.98963e-06 -0.01526 -0.0152733 -0.0209837 internal_weight=7765.55 19.4353 17.2605 13.7672 11.0645 7.93176 7746.12 7739.9 18.4305 6.21305 12.2175 7721.47 21.685 12.9634 8.72157 7699.79 7692.1 3.92122 3.49334 2.17475 internal_count=27017 192 146 106 82 59 26825 26799 120 56 64 26679 107 55 52 26572 26538 44 40 46 is_linear=0 shrinkage=0.03 Tree=1365 num_leaves=30 num_cat=0 split_feature=12 2 4 11 11 4 10 13 13 10 4 8 6 4 8 8 10 2 13 10 11 7 7 4 4 10 8 0 7 split_gain=0.24574 1.27116 1.65415 1.8589 2.73623 2.72294 1.12875 1.01815 0.990781 1.80733 1.54938 1.02158 3.21264 2.06687 0.930261 2.64497 3.76279 4.28272 2.58326 2.52961 3.00999 2.75688 2.20469 3.04222 2.91208 2.03772 1.78406 0.669534 0.194831 threshold=2.5000000000000004 0.50000000000000011 1.2150000000000005 1.5000000000000004 0.50000000000000022 0.94500000000000017 -2.4999999999999991 5.9000000000000012 5.3000000000000016 0.33333333333333326 1.2850000000000008 5.7000000000000002 2.1000000000000005 1.2450000000000008 6.9000000000000012 5.7000000000000002 -0.99999999999999978 0.70000000000000007 1.1000000000000003 -0.99999999999999978 1.5000000000000004 2.3000000000000003 1.9000000000000001 1.2450000000000008 2.1150000000000007 -2.1666666666666656 7.5000000000000009 350.00000000000006 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 5 -2 -1 8 11 10 -10 13 -13 -8 15 19 25 -18 26 20 -3 -21 23 -20 -24 -17 -16 -4 -29 right_child=1 14 27 -5 -6 -7 7 -9 9 -11 -12 12 -14 -15 18 16 17 -19 22 21 -22 -23 24 -25 -26 -27 -28 28 -30 leaf_value=-0.010160849482372144 0.014860946476470393 0.002750786909471959 -0.0051838110957927903 -0.016515793401162656 0.018295488253195227 -0.013932867701420056 0.00033267480927887816 -0.010502059859832638 0.0075967887594680988 0.01520900410714876 -0.010832885036136051 0.00013855494255227282 0.0060997613031239769 -0.001194187046033473 0.00095571393680769952 0.0041965132320831034 0.016006242267972766 -0.00069766638812910156 0.020622156042686988 0.00029246552632132566 -0.0056294523233992814 -0.0038563738722776635 0.011505630499841067 0.00063041945016098575 -0.00077009539121111704 -0.00608303637579096 -0.019222444841880782 -0.014993842900494323 -0.024698837310244654 leaf_weight=10.147338971495627 4.3297136202454629 573.84922183677554 4.2468016706407052 5.5671710744500151 6.9811363350599995 9.3152569420635682 1629.9500376954675 8.5217365324497205 9.2184253931045586 10.672806859016417 7.402069851756095 844.25934940576553 90.04245936870575 1563.1080300211906 6.9707052111625698 19.266474835574627 14.069064289331434 762.61925960332155 6.9628705233335486 2455.8634607261047 41.353830903768539 153.1357062458992 43.570331625640392 425.06309140846133 28.946935325860977 174.98495251685381 9.0810370147228223 3.5363608673214912 3.931340828537941 leaf_count=29 19 1755 21 28 28 44 4789 27 27 31 22 2411 258 4424 24 61 46 2350 21 7726 133 444 145 1406 136 542 29 22 19 internal_value=5.87209e-07 0.000148068 -0.00532359 -0.00113264 0.00301941 -0.00479624 -0.000167401 -0.000143043 -0.000121796 0.00557527 -0.000611013 -0.000159469 0.000713061 -0.000414775 0.000192052 4.36208e-05 -0.00132907 -0.000395089 0.00138817 0.000456995 0.00218747 4.89486e-05 0.0017651 0.000952622 0.00660549 -0.00506348 -0.0104598 -0.0146944 -0.020103 internal_weight=8926.97 4753.64 37.9078 26.1933 20.6261 13.645 4173.32 4163.17 4154.65 27.2933 16.6205 4127.36 934.302 3193.06 4715.74 4195.14 970.94 776.688 520.595 3224.2 615.203 2609 504.543 432.026 72.5173 194.251 16.0517 11.7145 7.4677 internal_count=27017 14999 181 119 91 63 12018 11989 11962 80 49 11882 2669 9213 14818 13057 2999 2396 1761 10058 1888 8170 1708 1427 281 603 53 62 41 is_linear=0 shrinkage=0.03 Tree=1366 num_leaves=31 num_cat=0 split_feature=6 10 9 13 5 0 10 7 6 3 5 8 11 3 8 4 0 8 0 4 10 9 12 12 0 10 11 5 13 10 split_gain=0.239384 2.36907 3.54923 4.27318 6.17977 5.5194 5.39981 3.78443 2.12477 1.5641 2.7169 2.27208 2.31165 1.95636 4.20262 3.93686 3.35982 3.18417 5.34805 2.57835 1.90029 1.32169 2.11556 2.85572 6.00427 2.57356 2.4544 1.97163 1.77714 1.37044 threshold=1.7000000000000004 -1.1666666666666663 7.7000000000000002 3.1000000000000005 1.2750000000000006 475.00000000000006 -1.4999999999999996 1.1000000000000003 2.1000000000000005 1.1000000000000003 1.9400000000000006 2.3000000000000003 -1.1666666666666663 1.5000000000000002 2.3000000000000003 1.2850000000000008 475.00000000000006 3.7000000000000006 350.00000000000006 0.87000000000000033 -0.33333333333333331 8.1000000000000014 1.5000000000000002 2.7000000000000006 200.00000000000003 0.33333333333333326 1.0000000180025095e-35 2.8650000000000007 2.9000000000000008 -1.1666666666666663 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 3 4 -2 7 -7 -5 -6 10 11 20 -13 14 16 -16 -11 18 -15 -19 -3 29 -23 25 -25 28 -27 -26 -24 -1 right_child=1 9 -4 5 8 6 -8 -9 -10 13 -12 12 -14 17 15 -17 -18 19 -20 -21 -22 22 23 24 27 26 -28 -29 -30 -31 leaf_value=-0.0015933356891561375 0.03073245653110878 0.0013088401125969412 -0.015430779590724621 0.014265385702474036 0.0027222347939774784 -0.0010491086503576067 0.014297955156382339 -0.0081428854083727738 0.019840532300093236 -0.001503483422811377 0.015294124807899693 0.0070857649742570175 0.00060063450127419463 -0.0043604846157081047 -0.0058640309174374048 -0.00024824241928466284 0.029911239766978431 0.011946604996230478 0.0069803382448145714 -0.001248569599522851 -0.016420328964866913 0.019987484240774234 -0.0032397010176703806 0.023019486639167787 0.00038218977870606752 -0.026550633108209019 -0.0002014311579763586 0.017199888311205412 0.015912995476971486 -1.6825621178449853e-05 leaf_weight=556.26528454013169 11.628193378448485 9.6710633486509341 8.700609512627123 7.758225902915 33.894387945532799 41.761232748627663 40.783919759094715 53.965669583529234 8.0818039029836637 5.8073915988206846 11.833721637725828 53.625833034515381 638.0584972165525 52.740125797688961 199.65475967526436 256.92683810740709 6.4861834496259689 13.677580937743185 128.86616862565279 520.95549729093909 12.439983062446116 6.1087006777524939 22.691734895110134 13.869122415781019 78.206160690635443 7.6932808011770231 5.4254022240638733 6.8210538029670706 5.3972337692975989 4600.3471664823592 leaf_count=2140 39 33 39 27 121 153 139 193 27 22 43 183 2190 194 682 907 21 50 458 1884 48 20 86 47 320 29 19 29 18 16856 internal_value=5.33632e-07 0.000270198 0.00332217 0.00414675 0.0113793 0.00145944 0.00653357 -0.00532634 0.00601807 -5.97565e-05 0.00103716 0.000800803 0.00110342 -0.000731385 -0.00223787 -0.00270392 0.0150712 0.000254815 0.00368686 -0.000910996 -0.00866584 -0.000107138 0.00270555 0.00195204 0.00471677 -0.00468317 -0.0156536 0.00173134 0.000440448 -0.00018689 internal_weight=7420.14 2117.32 206.574 197.873 53.6044 144.269 82.5452 61.7239 41.9762 1910.74 725.629 713.795 691.684 1185.11 468.875 456.582 12.2936 716.239 181.606 534.633 22.111 5302.83 146.213 140.104 98.8963 41.2077 13.1187 85.0272 28.089 5156.61 internal_count=27017 7453 738 699 187 512 292 220 148 6715 2497 2454 2373 4218 1632 1589 43 2586 652 1934 81 19564 568 548 396 152 48 349 104 18996 is_linear=0 shrinkage=0.03 Tree=1367 num_leaves=18 num_cat=0 split_feature=9 4 9 4 5 12 7 9 13 13 9 0 13 6 9 5 5 split_gain=0.247555 1.47343 1.21917 0.380406 2.59489 2.8065 2.35662 1.95184 1.5719 0.991957 0.350714 4.81586 2.0385 1.92365 0.788415 1.9134 0.573055 threshold=1.5000000000000002 0.95000000000000018 1.7000000000000004 0.68500000000000016 1.3050000000000006 1.5000000000000002 1.5000000000000002 5.1000000000000005 2.9000000000000008 3.3000000000000007 2.1000000000000005 525.00000000000011 3.7000000000000006 1.5000000000000002 2.3000000000000003 1.2650000000000006 0.62500000000000033 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 5 -4 -7 9 -9 -6 11 12 -5 -13 15 -12 -16 right_child=2 -3 3 10 7 6 -8 8 -10 -11 14 13 -14 -15 16 -17 -18 leaf_value=-0.0051736446940834286 -0.012268809925473063 0.017025021890157054 -0.0014812697479221256 -0.018623676168407263 -0.019251483447869547 0.031059297029412535 0.005899080465288753 0.013996979522037602 -0.003907494283559341 -0.0035500283447367133 0.0079276764423320892 0.00083082275584594805 0.0026475223182463722 0.028477111624477212 0.0074856698828314723 -0.0068719702857674442 -3.3263772779825811e-05 leaf_weight=6.1702131927013379 7.2916864939033976 4.7724461788311601 10.830360293388368 13.002946253865963 7.1382184326648694 7.01622825860977 6.4127039760351181 7.5042459815740612 10.713580816984175 7.3497657179832458 30.676205441355705 4.5437388848513347 5.892209827899932 4.5168986469507217 9.1337085040286166 10.571748018264769 7611.5928134233691 leaf_count=27 39 23 34 64 21 20 21 23 30 21 124 26 23 15 54 39 26413 internal_value=-1.185e-06 0.00450791 -7.5482e-06 3.99258e-06 0.00244651 0.00988098 0.0190446 -0.00306795 0.00346768 -0.0112861 -1.4101e-05 -0.00336816 -0.0119905 0.014613 -1.86324e-06 0.00413456 -2.42521e-05 internal_weight=7765.13 10.9427 7754.19 7746.9 56.9651 24.2593 13.4289 32.7058 18.2178 14.488 7689.93 27.9558 18.8952 9.06064 7661.97 41.248 7620.73 internal_count=27017 50 26967 26928 170 75 41 95 53 42 26758 128 87 41 26630 163 26467 is_linear=0 shrinkage=0.03 Tree=1368 num_leaves=17 num_cat=0 split_feature=13 6 11 5 12 12 4 4 12 0 8 12 5 12 10 3 split_gain=0.26177 0.274772 1.23813 0.26647 2.13189 4.77828 3.53539 2.98139 2.14991 2.45502 2.13943 1.31873 1.42228 1.29749 2.53362 0.849313 threshold=6.1000000000000005 3.5000000000000004 1.0000000180025095e-35 1.7650000000000006 1.7000000000000004 1.5000000000000002 1.0150000000000006 1.3550000000000006 2.1000000000000005 475.00000000000006 3.9000000000000004 5.5000000000000009 1.4850000000000008 4.5000000000000009 -1.0000000180025095e-35 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 11 5 6 -5 -7 10 -10 -6 13 -13 15 -15 -1 right_child=-2 2 -4 4 8 7 -8 -9 9 -11 -12 12 -14 14 -16 -17 leaf_value=-2.7866107976528696e-05 0.005414212303762646 -0.015436243529262813 0.0035565173062831398 0.016609525849563295 0.0029289673323419623 0.0085730133713188637 -0.010434877878399723 0.030677081401376018 0.0018381688282688158 -0.00054205213332352551 -0.0068689788584654675 -0.0016080941350881388 0.020350844160316593 0.0019121770401009622 -0.0073852048922768334 -0.0061798544069121691 leaf_weight=6999.7989918664098 8.0307978540658933 5.3244280815124494 7.3580443412065506 5.8562794923782375 27.861150279641151 17.833723738789562 16.917812034487724 7.9355385601520529 654.26370101235807 965.55239065457135 71.607171222567558 4.8404868654906732 5.8786343932151794 46.459855373948812 61.032636381685734 20.255078375339508 leaf_count=20346 25 22 25 19 91 59 53 23 2267 3375 227 22 25 159 208 71 internal_value=3.63865e-07 -4.51097e-06 -0.00441713 1.7727e-06 0.000331518 0.00653154 -0.0034805 0.0153799 0.000156463 0.000419348 -0.00412457 -7.98903e-05 0.0104347 -9.57033e-05 -0.00336674 -4.56165e-05 internal_weight=8926.81 8918.78 12.6825 8906.09 1767.83 48.5434 22.7741 25.7693 1719.28 1619.82 99.4683 7138.27 10.7191 7127.55 107.492 7020.05 internal_count=27017 26992 47 26945 6114 154 72 82 5960 5642 318 20831 47 20784 367 20417 is_linear=0 shrinkage=0.03 Tree=1369 num_leaves=31 num_cat=0 split_feature=4 4 12 0 7 11 5 11 9 10 2 10 11 12 12 5 3 4 5 10 13 4 13 10 13 12 11 4 5 12 split_gain=0.243387 1.21563 2.39093 4.27734 2.39732 3.23306 4.28276 2.63749 4.90548 2.51137 2.34393 2.13333 2.1139 2.04203 1.72576 3.28712 2.49632 2.74361 2.63664 2.12623 2.17795 2.31178 1.85977 1.30471 1.07476 3.2141 2.22984 2.31709 3.25844 3.10773 threshold=1.3650000000000009 1.2550000000000006 3.9000000000000008 475.00000000000006 1.5000000000000002 1.0000000180025095e-35 2.1450000000000009 -0.66666666666666619 5.9000000000000012 0.33333333333333326 1.7000000000000004 -1.0000000180025095e-35 0.33333333333333326 2.3000000000000007 3.5000000000000004 1.2550000000000006 2.5000000000000004 1.2350000000000005 2.265000000000001 -2.1666666666666656 1.5000000000000002 1.195000000000001 4.1000000000000005 0.50000000000000022 3.9000000000000008 1.7000000000000004 0.50000000000000022 1.8300000000000005 1.0550000000000006 3.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 4 10 5 13 -7 8 -6 -9 11 -4 23 -3 19 -16 18 -18 -17 -1 21 -21 -22 -5 -2 -26 27 29 -29 -27 right_child=24 2 3 12 7 6 -8 9 -10 -11 -12 -13 -14 -15 15 16 17 -19 -20 20 22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=0.013838088056082254 -1.6587476198473194e-05 -0.004256469752205584 0.024737105243192604 0.0048555540055460911 0.0046154615401443021 0.0037183218954537217 -0.013111902914611473 -0.0004141627138544168 0.022888005543250663 0.0060170330418561867 -0.0076162963417044111 0.00026505316298898804 -0.022964253964945235 0.00051747383728698634 -0.020128938663498679 0.0060192394771971863 -0.00079169852993408443 0.022269550898301304 0.025140184840837583 -0.0024509306580679964 -0.00052916627217172382 -0.01380560490987269 0.0024289644888927479 -0.015718920491226973 -0.012869493300086722 -0.00015401247666694087 -0.0051469945962949676 0.015760488170575196 -0.0099777714943533238 0.0093606662342809645 leaf_weight=9.4280385971069318 3701.855703053996 153.19765916466713 6.2471748441457748 5.8045276477932948 79.379133373498917 241.41487295925617 14.420577757060526 160.80714994668961 15.865774437785147 82.778003230690956 9.2750384211540204 6.5856262147426623 12.482076995074747 170.26187162101269 5.4083940312266341 55.716083586215973 85.210531234741211 4.9105695113539687 7.3462069332599631 77.42769892513752 1967.4685154929757 20.386596605181694 211.8780487626791 5.3130248561501503 22.147615112364292 127.10256600379944 83.179572351276875 5.1761408858001223 30.580718204379082 40.817470483481884 leaf_count=35 14091 516 23 26 261 797 61 545 49 268 35 26 55 586 24 190 351 20 26 279 6759 76 714 21 89 465 319 28 135 147 internal_value=-6.6239e-08 0.000186304 0.00108863 -0.00560808 0.00142201 0.000249617 0.00276966 0.00342645 0.00765928 0.00177136 0.00387379 0.0121784 -0.0144906 -0.00174357 -0.000169371 0.00285692 0.00366847 0.000464876 0.00824666 -0.000379267 -0.00043813 -0.00481749 -0.000241574 -0.00497689 -0.000158471 -0.00185822 -0.00100807 0.00068223 -0.00625192 0.00215879 internal_weight=7419.87 3409.01 963.833 45.7075 918.125 579.295 255.835 338.83 95.2449 243.585 22.1078 12.8328 23.5996 323.46 2445.18 158.592 153.183 90.1211 63.0623 2286.59 2277.16 97.8143 2179.35 11.1176 4010.86 309.004 286.856 203.677 35.7569 167.92 internal_count=27017 11743 3269 186 3083 1960 858 1123 310 813 84 49 102 1102 8474 611 587 371 216 7863 7828 355 7473 47 15274 1183 1094 775 163 612 is_linear=0 shrinkage=0.03 Tree=1370 num_leaves=31 num_cat=0 split_feature=7 9 8 0 13 11 5 0 3 0 5 4 10 5 9 4 5 0 4 11 4 11 5 0 10 5 8 0 12 13 split_gain=0.243293 1.94792 2.80571 2.10062 3.66559 2.93491 2.50315 4.52296 2.61314 2.09505 3.47061 2.45076 2.29561 3.49073 2.73994 2.21795 1.81422 1.87624 1.1237 1.07114 0.869166 0.857754 0.755811 2.87068 1.94554 0.921373 3.87487 5.00056 2.80245 3.00599 threshold=2.1000000000000005 3.5000000000000004 3.1000000000000005 475.00000000000006 5.1000000000000005 0.83333333333333337 1.1650000000000007 200.00000000000003 1.5000000000000002 350.00000000000006 2.1050000000000009 1.7300000000000004 -0.83333333333333315 1.5350000000000008 6.5000000000000009 2.0050000000000012 0.87000000000000033 475.00000000000006 1.3050000000000008 -0.33333333333333331 1.7750000000000004 0.33333333333333326 0.67500000000000016 475.00000000000006 -1.0000000180025095e-35 0.87000000000000033 4.7000000000000002 575.00000000000011 1.7000000000000004 3.3000000000000007 decision_type=2 2 2 2 2 2 2 2 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 21 6 5 -5 7 -4 -8 11 16 12 13 -3 -14 20 18 -18 -11 -17 -13 -2 23 24 -1 26 27 -24 -28 -30 right_child=1 9 3 4 -6 -7 8 -9 -10 10 -12 15 14 -15 -16 19 17 -19 -20 -21 -22 -23 25 -25 -26 -27 28 -29 29 -31 leaf_value=0.014391091148263396 -0.016079221104843541 -0.019934505886148392 0.018951749362854396 0.00062263211211069694 0.019173327776801814 -0.018281287437969061 0.021719209816545963 -0.0052518676279205145 0.0019051035616568239 -0.024365062438874884 -0.018366636729173956 -0.0089747775391993932 -0.0027456935901186692 0.002563169702174537 0.0095526737743529787 -0.012815150049078234 0.0053518139918046588 -0.00027819430881609021 -0.0024431284060743644 0.010541091138810786 -0.023460045450674878 -0.0012453034695019776 0.0043868684167095596 -0.022861115644959486 -0.0077643816193228628 2.0303823874840798e-05 -0.010939511441908202 0.028897850966522049 -0.0018177453066317818 0.018673744585929408 leaf_weight=6.1634931340813646 8.4403324723243696 15.286320559680464 10.246843829751016 52.558518689125776 8.3331966102123243 8.6011148765683156 17.644583247601989 21.588744841516018 9.0695629939436895 4.2103239074349386 9.1088902167975885 5.5242142081260743 116.59411978721619 10.450419142842291 18.954266577959061 2.9861335558816791 64.105567369610071 315.28610874712467 4.2074084039777517 4.3291714228689662 11.466710962355135 6.0037781447172156 68.335735760629177 6.1480962913483372 8.4681161940097809 6872.9948763572611 24.227199830114841 8.4132678844034654 37.518441304564476 7.7787471562623969 leaf_count=27 35 65 37 248 28 41 66 96 35 21 36 25 437 36 61 22 244 1297 28 28 67 24 253 48 40 23300 102 32 206 32 internal_value=-3.55009e-07 -0.000523634 0.00262052 0.00403444 0.000507394 -0.0020359 0.00822069 0.00253849 0.0149922 -0.00129272 -6.24649e-05 -0.00392383 -0.00258553 -0.0107993 -0.00102596 -0.0128042 0.000367465 0.000673105 -0.0134079 0.00100699 -0.0187505 -0.00991342 5.35332e-05 -0.00565949 0.0015685 7.04459e-05 0.00242649 0.00707378 -0.00270372 0.0017012 internal_weight=7765.04 724.996 142.487 128.043 69.4928 61.1596 58.5497 31.8356 26.7141 582.51 396.918 185.591 161.285 25.7367 135.548 24.3062 387.809 379.392 8.41773 7.3153 16.9909 14.4441 7040.05 20.7797 14.6316 7019.27 146.273 76.749 69.5244 45.2972 internal_count=27017 2977 610 551 317 289 234 133 101 2367 1626 741 599 101 498 142 1590 1541 49 50 92 59 24040 115 67 23925 625 285 340 238 is_linear=0 shrinkage=0.03 Tree=1371 num_leaves=19 num_cat=0 split_feature=13 6 3 5 5 13 13 11 4 6 5 8 13 12 4 8 5 0 split_gain=0.251906 0.263628 1.23891 0.256576 2.07017 3.20514 2.01132 1.45177 3.09955 1.28435 1.20761 5.86882 5.49671 3.61802 1.12932 2.48812 1.63569 0.985857 threshold=6.1000000000000005 3.5000000000000004 1.3 1.2550000000000006 1.2050000000000007 4.3000000000000016 1.5000000000000002 1.1666666666666672 1.4050000000000007 1.3 1.2750000000000006 3.3000000000000003 2.5000000000000004 2.9000000000000008 0.77500000000000036 1.9000000000000001 1.4550000000000007 475.00000000000006 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 7 6 -6 9 -9 -1 11 12 -5 -13 16 -16 -12 -7 right_child=-2 2 -4 10 5 17 -8 8 -10 -11 14 13 -14 -15 15 -17 -18 -19 leaf_value=-0.00082677956361415636 0.0053174587921698485 -0.013850287865295376 0.0049326320576914594 -0.0024110781196735303 0.0056811661001602339 0.0010772126446464093 -0.0031315784859560891 -0.0010476410121214828 0.0090330270364567412 0.00066924908750780603 0.0099715109815492614 -0.0020940689231009248 0.028260494553442775 0.007963145064674727 -0.010146246166108774 2.2595485462480927e-05 0.0006603018504032776 0.014726845734886891 leaf_weight=984.41022275388241 8.0116771608591062 6.2376176565885526 6.4066651053726673 8.3758331239223498 24.712315410375595 7.6497934162616756 410.1066752821207 61.112540036439896 49.838120475411415 1086.5128927379847 24.844810426235199 123.54096353054047 14.129830792546271 43.5380639731884 21.734316326677799 5979.1586221307516 53.637299075722694 12.616524532437323 leaf_count=2944 25 24 23 24 74 22 1194 172 157 3084 73 349 40 137 77 18379 183 36 internal_value=2.51394e-07 -4.52513e-06 -0.00433327 1.62065e-06 -0.000246656 -0.00208718 -0.00263072 0.000137232 0.00348051 -4.18859e-05 0.000106055 0.0024639 0.0168456 0.000526677 3.25259e-05 -1.42345e-05 0.00360792 0.00957461 internal_weight=8926.57 8918.56 12.6443 8905.92 2636.96 455.085 434.819 2181.87 110.951 2070.92 6268.96 189.585 22.5057 167.079 6079.38 6000.89 78.4821 20.2663 internal_count=27017 26992 47 26945 7683 1326 1268 6357 329 6028 19262 550 64 486 18712 18456 256 58 is_linear=0 shrinkage=0.03 Tree=1372 num_leaves=31 num_cat=0 split_feature=4 10 6 6 4 11 11 5 8 4 4 0 12 4 9 8 4 10 7 13 4 11 8 11 0 13 13 11 4 5 split_gain=0.241546 2.93006 2.9484 2.86662 4.29184 3.87481 2.38008 2.21528 2.17433 3.11983 1.97913 1.9612 2.11244 1.26596 1.21264 0.69149 1.02179 4.16723 4.62089 3.93439 3.19975 3.15845 3.37165 2.92726 2.85654 1.98454 4.24375 1.60825 1.26271 2.04808 threshold=0.80000000000000038 1.0000000180025095e-35 0.70000000000000007 1.3 0.77500000000000036 0.50000000000000022 0.83333333333333337 1.8900000000000006 3.3000000000000003 0.75500000000000023 0.61500000000000021 350.00000000000006 1.9000000000000001 0.75500000000000023 4.7000000000000002 1.7000000000000004 0.91000000000000036 -1.0000000180025095e-35 1.9000000000000001 2.9000000000000008 0.93000000000000027 -0.66666666666666619 3.3000000000000003 1.0000000180025095e-35 475.00000000000006 3.3000000000000007 3.5000000000000004 -0.33333333333333331 0.94500000000000017 1.0950000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 11 7 -6 8 -5 9 10 -3 12 -4 -13 -10 -2 17 25 19 -19 21 22 -18 -20 -23 27 -27 -17 29 -22 right_child=15 6 3 4 5 -7 -8 -9 14 -11 -12 13 -14 -15 -16 16 20 18 23 -21 28 24 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.015716235903264104 0.0062759133362829869 0.0027682708582675158 -0.012899821994037322 -0.0063554541519110002 0.0027894209957078282 0.031561437963857721 0.019458697069438254 0.013356426028955646 -0.010788819578830176 -0.006059420449649665 0.023455440240843905 -0.011020514842457686 0.012671073689993793 -0.027466185881604103 0.0045276998261472318 -0.0060784203244305468 0.014862015622178567 -0.0038082690642637562 -0.0033980998222829621 -0.015675144763301303 -0.021534068114061042 0.0044333442122026596 -0.013715366234049961 0.017891596489230555 0.01977035608899106 0.028242735931392631 0.0026861849857860399 0.0027004511248774074 -4.852616710484024e-06 -0.0023287257259896718 leaf_weight=8.093340836465357 15.636098235845564 6.4209757447242799 6.4604038670659083 47.514712043106556 12.609463691711428 6.3260476142168036 10.675741359591482 5.7523678764700881 10.592316120862963 8.2423933148384076 11.83116692304611 11.31240199506283 5.2871792390942574 6.7123593240976325 8.2956319227814657 28.742545649409294 5.5558223277330425 67.259621642529964 12.534641176462175 40.157417669892311 6.1239267885684958 25.448934018611908 11.218664012849329 10.838510036468504 19.156793192028999 7.465418428182601 26.986509397625923 54.189599819481373 6894.9458520030603 27.166882798075676 leaf_count=29 48 24 24 173 44 20 33 23 36 29 36 43 21 23 29 105 19 231 45 143 23 83 42 35 64 25 93 188 25191 95 internal_value=-2.25203e-07 0.00113083 -0.00171251 -0.00309576 0.000134147 0.0124017 0.00671362 -0.00422675 0.00371548 0.00925988 0.0161778 -0.0109288 -0.00139125 -0.0171448 -0.00406177 -2.613e-05 -3.97446e-05 -0.00193143 -0.00561427 -0.00824465 2.74217e-05 0.00684688 -0.00425035 0.00647428 0.0110201 0.00217203 0.00822406 -0.000342122 -3.29948e-05 -0.0058616 internal_weight=7419.55 166.127 110.068 101.975 72.2026 18.9355 56.0582 53.2671 45.3825 26.4945 18.2521 29.7723 11.7476 18.0248 18.8879 7253.43 7237.79 248.174 130.79 107.417 6989.62 61.3802 16.7745 23.3732 44.6057 117.384 34.4519 82.9321 6928.24 33.2908 internal_count=27017 587 400 371 260 64 187 196 154 89 60 111 45 66 65 26430 26382 865 454 374 25517 208 61 80 147 411 118 293 25309 118 is_linear=0 shrinkage=0.03 Tree=1373 num_leaves=19 num_cat=0 split_feature=4 8 10 3 9 12 12 4 11 6 3 8 8 13 9 8 4 5 split_gain=0.240931 0.803456 0.834783 0.851205 1.20791 0.64401 0.41909 0.344057 0.758885 1.4313 1.17778 0.349965 1.52865 1.72621 0.819978 0.725299 0.602626 0.256796 threshold=2.7150000000000003 8.5000000000000018 -0.83333333333333315 1.9000000000000001 5.1000000000000005 4.1000000000000005 6.5000000000000009 2.5850000000000013 -0.66666666666666619 1.3 1.3 9.3000000000000025 9.9000000000000021 2.7000000000000006 5.5000000000000009 9.1000000000000014 2.5350000000000006 1.7950000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 4 5 -4 7 11 -9 10 -10 15 14 -14 -13 16 -1 -3 right_child=1 17 3 -5 -6 -7 -8 8 9 -11 -12 12 13 -15 -16 -17 -18 -19 leaf_value=1.9699522309798023e-06 -0.014789471631068161 -0.0066214920116037732 0.016011619205559796 0.011063615845866751 -0.021930011903423599 -0.0076146254168480204 0.0078040768437053869 -0.0082689728048442185 0.00085685133392651594 -0.0096553878268654577 0.020457011819466644 -0.023534232514077227 -0.0051667986706256976 0.017925767176647869 -0.0050003644615588339 0.0091971956144438882 -0.0085674168709540793 -0.022348659742783491 leaf_weight=7683.9253924693912 2.9109720978885916 1.6253767027519637 2.2473253756761533 6.1171337403357029 2.3123314920812845 1.9301715493202207 6.2012764662504187 3.5973981954157379 4.7393091134726983 3.5092596523463717 6.6041721142828465 4.0073208352550882 8.5642419755458814 4.4153353944420806 4.6312951073050499 7.7142275236546984 7.3927892297506324 2.197936125099659 leaf_count=26476 29 31 22 31 31 27 26 28 39 22 31 27 37 18 25 34 62 21 internal_value=-7.3815e-08 -0.00334421 -0.000309177 0.00303435 -0.00453381 0.00509534 8.27702e-06 2.03031e-06 0.00409387 0.0070882 0.0122681 -7.74801e-06 -0.00381941 0.00268873 -0.0135979 2.9548e-06 -6.26682e-06 -0.0156627 internal_weight=7764.64 19.3412 15.5179 12.607 6.48983 4.1775 7745.3 7739.1 18.4501 14.8527 11.3435 7720.65 21.6182 12.9796 8.63862 7699.03 7691.32 3.82331 internal_count=27017 192 140 111 80 49 26825 26799 120 92 70 26679 107 55 52 26572 26538 52 is_linear=0 shrinkage=0.03 Tree=1374 num_leaves=15 num_cat=0 split_feature=4 5 4 7 5 12 0 10 13 0 9 6 0 10 split_gain=0.24693 0.61251 0.30863 0.244881 2.231 2.40173 4.597 2.59655 0.596429 2.83563 2.87752 0.624929 3.04213 0.533024 threshold=2.975000000000001 1.7250000000000003 2.8750000000000004 2.7000000000000006 0.67500000000000016 3.3000000000000007 525.00000000000011 1.1666666666666672 4.5000000000000009 200.00000000000003 2.7000000000000006 2.7000000000000006 350.00000000000006 -1.1666666666666663 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 8 -5 7 -7 -6 11 -10 -11 13 -13 -1 right_child=1 -3 -4 4 5 6 -8 -9 9 10 -12 12 -14 -15 leaf_value=0.00066537672926507115 0.0024260205235345261 -0.010269933178291018 0.0066185572334195196 -0.02164907225583998 0.0019493418808917318 0.0009151079917001909 -0.025279083568306295 0.018078010870642446 -0.017095628829674307 0.013727312804076948 -0.0018621421194235481 -0.0047388258158846215 0.0056520884146534899 -0.00010001902002400981 leaf_weight=919.39121516793966 6.7289191856980306 6.9547774344682693 6.3486560285091391 3.829742193222045 159.63445967435837 21.774878643453125 8.3391181603074056 9.5190997421741468 10.200649052858351 11.428886517882345 157.6009976118803 37.893849171698093 76.651976566761732 7489.9979046005756 leaf_count=2768 28 23 29 11 466 70 27 28 32 33 481 131 258 22632 internal_value=1.89799e-07 -0.00402673 6.37241e-06 1.65904e-06 0.00103142 0.00146732 -0.00633854 0.00285698 -2.23716e-05 -0.00173505 -0.000808067 1.36405e-05 0.00221458 -1.6339e-05 internal_weight=8926.3 13.6837 8912.61 8906.26 203.097 199.268 30.114 169.154 8703.17 179.231 169.03 8523.93 114.546 8409.39 internal_count=27017 51 26966 26937 602 591 97 494 26335 546 514 25789 389 25400 is_linear=0 shrinkage=0.03 Tree=1375 num_leaves=31 num_cat=0 split_feature=4 10 6 6 4 11 11 5 8 4 0 12 4 4 9 8 4 10 7 13 4 8 11 5 13 6 8 4 5 10 split_gain=0.23724 2.80867 2.82316 2.77108 4.10071 3.66149 2.26648 2.12264 2.0803 2.98214 1.90815 2.02855 1.88527 1.24916 1.17116 0.651931 0.983214 4.01132 4.45559 3.82823 3.06228 3.10545 2.78858 2.53567 1.89749 4.06781 1.59638 1.21568 1.99897 0.94261 threshold=0.80000000000000038 1.0000000180025095e-35 0.70000000000000007 1.3 0.77500000000000036 0.50000000000000022 0.83333333333333337 1.8900000000000006 3.3000000000000003 0.75500000000000023 350.00000000000006 1.9000000000000001 0.61500000000000021 0.75500000000000023 4.7000000000000002 1.7000000000000004 0.91000000000000036 -1.0000000180025095e-35 1.9000000000000001 2.9000000000000008 0.93000000000000027 4.9000000000000012 1.0000000180025095e-35 1.2750000000000006 3.3000000000000007 1.9000000000000001 5.1000000000000005 0.94500000000000017 1.0950000000000004 -0.33333333333333331 decision_type=2 2 2 2 2 2 2 2 2 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 10 7 -6 8 -5 9 12 11 -4 -3 -12 -10 29 17 24 19 -19 21 23 -20 -18 26 -26 -17 28 -22 -2 right_child=15 6 3 4 5 -7 -8 -9 14 -11 13 -13 -14 -15 -16 16 20 18 22 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.015330785271004265 0.013486983309007623 0.0027010295166429478 -0.012715652571312982 -0.0062311356179012376 0.00272942892309845 0.030591984441863382 0.018977367248092625 0.013016728351085352 -0.010613747356441178 -0.0059535649014115181 -0.010839797290626592 0.012336928866073462 0.022864689842745888 -0.027262136488838691 0.0044489720038813855 -0.0019228356165542459 0.018829436114285534 -0.0037398673113931448 -0.0033323717273358489 -0.015476541383055313 -0.021345122733439682 -0.0097734995524580703 0.017417882947624024 0.0048327905937991661 0.022873335534696938 0.00089557452815267622 0.010589331016914892 -4.924406987500648e-06 -0.0022822627285456376 -0.0012279967132345462 leaf_weight=8.1422483399510366 7.7899103164672852 6.4270043000578942 6.4171580448746699 47.352897949516773 12.62533485889435 6.3948579132556906 10.735179394483565 5.7866097241640082 10.537503436207773 8.2198898643255216 11.241788022220137 5.3207091018557549 11.900951907038687 6.6254185438156119 8.3089014589786512 72.405732087790966 17.379679650068283 67.146953336894512 12.513142108917238 39.85991233587265 6.0555460005998603 8.8323310464620572 10.911574602127073 35.327888824045658 11.221791937947271 23.351436696946621 10.509296283125876 6894.9130534809083 27.136675909161568 7.8823020458221418 leaf_count=29 23 24 24 173 44 20 33 23 36 29 43 21 36 23 29 253 55 231 45 143 23 33 35 120 38 80 40 25191 95 25 internal_value=-2.66818e-07 0.00112097 -0.00166741 -0.00302744 0.000143456 0.0120972 0.00658091 -0.00413515 0.0036493 0.00906038 -0.0107562 -0.00135946 0.015794 -0.0169294 -0.00397298 -2.59335e-05 -3.91686e-05 -0.00189578 -0.0055175 -0.00811176 2.66847e-05 0.0066893 0.0063334 0.00944801 0.00212493 0.00802912 -0.000336946 -3.2497e-05 -0.00576007 0.00608612 internal_weight=7419.27 166.036 109.907 101.765 72.1597 19.0202 56.1294 53.1395 45.3943 26.5478 29.6051 11.7379 18.328 17.8672 18.8464 7253.24 7237.57 247.92 130.432 107.007 6989.65 61.5399 23.4247 52.7076 117.488 34.5732 82.915 6928.11 33.1922 15.6722 internal_count=27017 587 400 371 260 64 187 196 154 89 111 45 60 66 65 26430 26382 865 454 374 25517 208 80 175 411 118 293 25309 118 48 is_linear=0 shrinkage=0.03 Tree=1376 num_leaves=11 num_cat=0 split_feature=5 5 9 0 5 10 5 10 5 5 split_gain=0.240666 0.311293 1.71843 0.800288 0.628888 1.3749 0.447497 1.58468 1.18181 0.496365 threshold=3.2350000000000008 2.9150000000000005 8.5000000000000018 475.00000000000006 2.8350000000000004 -1.0000000180025095e-35 2.7550000000000012 1.0000000180025095e-35 2.725000000000001 2.5050000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 -6 8 -8 9 -1 right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 leaf_value=-1.8828874733018048e-05 -0.0059647418118532521 0.019421842406207823 -0.0089009324287136794 0.0031998421855604095 -0.017423352606704887 0.0031160731906161661 0.014595134270541234 -0.0043581078420506228 -0.012383656880957742 0.0022383937693886201 leaf_weight=7618.1659070970491 6.0831571817398062 5.3495920971035975 5.9545037895441046 5.6044767871499062 5.7484452724456787 5.9891491308808309 7.8726801313459864 8.0094221979379636 6.9339351058006278 88.699678979814053 leaf_count=26516 21 24 19 23 19 25 30 26 23 291 internal_value=3.67649e-08 4.71363e-06 0.00407082 0.0111221 -4.16743e-06 -0.00694304 6.36931e-06 0.00503692 -3.9882e-06 7.1499e-06 internal_weight=7764.41 7758.33 16.9086 10.9541 7741.42 11.7376 7729.68 15.8821 7713.8 7706.87 internal_count=27017 26996 66 47 26930 44 26886 56 26830 26807 is_linear=0 shrinkage=0.03 Tree=1377 num_leaves=17 num_cat=0 split_feature=13 6 3 5 12 12 4 8 11 5 9 12 5 12 10 11 split_gain=0.24328 0.254044 1.19595 0.257433 2.04914 4.58428 3.39177 2.90005 2.07342 3.17671 2.21747 1.268 1.39118 1.25023 2.42238 0.839851 threshold=6.1000000000000005 3.5000000000000004 1.3 1.7650000000000006 1.7000000000000004 1.5000000000000002 1.0150000000000006 5.3000000000000016 -0.83333333333333315 2.515000000000001 8.9000000000000021 5.5000000000000009 1.4850000000000008 4.5000000000000009 -1.0000000180025095e-35 -1.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 11 5 6 -5 -7 9 -6 -10 13 -13 15 -15 -1 right_child=-2 2 -4 4 8 7 -8 -9 10 -11 -12 12 -14 14 -16 -17 leaf_value=0.0015769023664917597 0.0052302390124244827 -0.013655664796039918 0.0048227338360269387 0.016180764346552662 -0.0028099162139760404 0.0082743718276953749 -0.010262513453937937 0.029961165772633545 0.00086162965367731794 0.0090234274153480707 -0.0062886049721468619 -0.0016331150890977336 0.020128223335082421 0.0018613162934474855 -0.007228739494386266 -0.00011139916896710032 leaf_weight=276.03744584321976 7.9974782615900031 6.1990047097206098 6.4138161353766918 5.8902646303176907 301.78490625321865 17.765418276190761 16.864880099892616 8.0706271678209287 1355.3474550740793 21.899274356663227 40.19305251725018 4.8391675390303117 5.828417494893074 46.429668560624123 61.11419466137886 6743.3801522925496 leaf_count=815 25 24 23 19 1053 58 53 24 4629 104 174 22 25 159 208 19602 internal_value=2.17621e-07 -4.47252e-06 -0.00425911 1.55334e-06 0.000325657 0.00640108 -0.00341756 0.0150489 0.000153945 -0.00200932 0.000655695 -7.87192e-05 0.0102566 -9.4189e-05 -0.00330431 -4.5007e-05 internal_weight=8926.06 8918.06 12.6128 8905.44 1767.82 48.5912 22.7551 25.836 1719.22 323.684 1395.54 7137.63 10.6676 7126.96 107.544 7019.42 internal_count=27017 26992 47 26945 6114 154 72 82 5960 1157 4803 20831 47 20784 367 20417 is_linear=0 shrinkage=0.03 Tree=1378 num_leaves=31 num_cat=0 split_feature=8 2 2 4 6 10 4 12 10 0 0 6 4 4 13 5 9 5 4 11 13 13 6 8 5 8 3 5 10 7 split_gain=0.240279 1.14285 1.6951 2.44441 4.40363 4.13583 3.76481 3.36627 2.13124 2.11059 2.65036 2.53456 2.44536 2.30909 2.22476 2.20132 1.27936 1.60371 1.80877 1.26348 0.836557 0.594344 0.48899 1.33195 0.674454 0.475939 3.98472 3.43015 3.06316 0.841854 threshold=2.9000000000000004 0.50000000000000011 0.90000000000000013 1.195000000000001 0.90000000000000013 0.33333333333333326 0.92500000000000027 2.1000000000000005 -1.0000000180025095e-35 350.00000000000006 475.00000000000006 0.90000000000000013 1.3350000000000006 0.98000000000000043 1.7000000000000004 1.0850000000000006 5.1000000000000005 1.4950000000000008 0.83000000000000029 -1.0000000180025095e-35 2.9000000000000008 5.9000000000000012 1.0000000180025095e-35 5.7000000000000002 1.6100000000000005 3.3000000000000003 1.7000000000000004 1.1050000000000006 0.50000000000000022 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 3 4 8 7 -6 -5 -3 11 15 14 -13 -12 -4 -11 17 18 -1 -18 -7 22 23 24 -2 26 27 -24 -28 -27 right_child=21 2 9 5 6 20 -8 -9 -10 10 13 12 -14 -15 -16 -17 19 -19 -20 -21 -22 -23 25 -25 -26 29 28 -29 -30 -31 leaf_value=0.0037322604430643854 -0.023519905025839252 -0.022792216491017554 -0.009890128431518222 -0.0074926843609961491 0.00013988153407950562 -0.026456533405334565 0.012476713853964008 0.020232270350220002 0.00062431677526325754 -0.010644955008890705 0.0058232239259918533 -0.011089236096466667 0.0021499277189219973 -0.00356042722533908 0.01460349944213094 0.0092254417500501357 -0.0027777386315540717 0.011839267762299443 -0.01741813760024483 -0.021166914996556339 -0.010355635414420861 0.0077356569140065437 0.0052135314765804387 0.0059852859415551731 -0.0044922400687282009 -0.0062448905186224387 0.0088409704436713515 -0.0022582886662916727 -0.002434308290486509 -2.8321132867739349e-06 leaf_weight=7.453187972307207 3.6273331940174085 6.9463728815317154 5.195324793457984 9.095356032252317 39.551593326032162 6.2283584773540479 50.930218242108822 6.9554800391197196 7.046647831797598 5.7747750617563716 29.27430784702301 52.751333631575108 16.478783056139946 121.79413147270679 9.3331009671092016 38.27864246070385 6.0097843036055565 5.9963719397783271 7.1110426038503647 7.634355776011942 5.4417606294155121 9.0271099507808668 70.281559027731419 4.7722040005028248 3.1175180748105049 19.504126641899347 82.664195917546749 259.3612597733736 29.396307155489922 6491.9074393287301 leaf_count=27 24 26 21 33 134 24 170 26 23 23 100 216 61 443 36 131 23 21 28 35 20 36 231 29 18 89 286 862 104 23717 internal_value=-2.85578e-07 -0.000675935 -0.000237523 0.00256054 0.00466189 -0.00535902 0.00708401 0.00452167 -0.011 -0.00156387 0.000146047 -0.00554726 -0.00793793 -0.00174205 0.00584465 0.00662072 -0.00594481 -0.00121841 -0.0065945 -0.0130671 -0.0189487 4.28558e-05 3.28849e-05 -0.0061436 -0.0147252 4.31156e-05 0.000996086 -0.000665258 0.00588318 -2.15294e-05 internal_weight=7418.94 445.281 411.076 132.196 104.475 27.721 90.4818 16.0508 13.993 278.88 195.122 83.7585 69.2301 151.068 14.5284 44.0534 34.2047 20.5606 14.5642 13.6441 11.6701 6973.66 6964.63 11.5171 6.74485 6953.11 441.703 329.643 112.061 6511.41 internal_count=27017 1621 1487 456 353 103 304 59 49 1031 697 334 277 543 57 154 134 76 55 58 44 25396 25360 71 42 25289 1483 1093 390 23806 is_linear=0 shrinkage=0.03 Tree=1379 num_leaves=15 num_cat=0 split_feature=9 4 9 4 5 12 9 9 0 13 6 9 5 5 split_gain=0.24203 1.39741 1.18153 0.377391 2.48105 3.44765 3.03471 0.329544 4.63745 2.00452 1.83947 0.748036 1.82772 0.554259 threshold=1.5000000000000002 0.95000000000000018 1.7000000000000004 0.68500000000000016 1.8750000000000002 2.1000000000000005 3.9000000000000004 2.1000000000000005 525.00000000000011 3.7000000000000006 1.5000000000000002 2.3000000000000003 1.2650000000000006 0.62500000000000033 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 5 6 -4 8 9 -5 -10 12 -9 -13 right_child=2 -3 3 7 -6 -7 -8 11 10 -11 -12 13 -14 -15 leaf_value=-0.0050197196474219569 -0.012125672807305908 0.016571765932782857 -0.013118547076214666 -0.018438074099707276 -0.013041864539914105 0.018263271282353943 0.005896853326270865 0.0077140371935871064 0.00082671698481179767 0.0027055418603955722 0.027830664426253975 0.0073591010024720831 -0.0067559088860412609 -3.184483486801397e-05 leaf_weight=6.1470788121223432 7.2330310344696036 4.8076645284891129 10.784145697951315 12.853963453322654 8.0072000026702863 12.924693390727041 25.214249566197395 30.80015530064702 4.5428134910762292 5.8821784183382979 4.5383236706256866 9.1427462976425868 10.546430565416811 7610.70827033557 leaf_count=27 39 23 35 64 24 37 74 124 26 23 15 54 39 26413 internal_value=2.26789e-08 0.00445605 -6.2734e-06 5.04349e-06 0.00243861 0.00497229 0.000200354 -1.29749e-05 -0.00327234 -0.0118001 0.014322 -1.14036e-06 0.00402313 -2.29767e-05 internal_weight=7764.13 10.9547 7753.18 7745.95 56.9303 48.9231 35.9984 7689.01 27.8173 18.7361 9.08114 7661.2 41.3466 7619.85 internal_count=27017 50 26967 26928 170 146 109 26758 128 87 41 26630 163 26467 is_linear=0 shrinkage=0.03 Tree=1380 num_leaves=31 num_cat=0 split_feature=13 9 5 3 12 11 5 5 13 4 5 9 6 9 9 6 12 12 11 10 13 7 5 5 4 9 5 10 4 4 split_gain=0.240177 0.246872 1.77359 2.75511 2.60447 2.41338 2.353 2.96615 2.9168 2.25598 2.10884 2.07241 2.03356 1.48756 1.10295 2.53047 4.76468 5.73543 3.54627 4.55355 3.07208 2.47167 2.74217 3.46995 2.20493 3.36892 1.96995 1.95786 1.92184 0.46867 threshold=6.1000000000000005 5.3000000000000016 2.2150000000000012 1.9000000000000001 4.1000000000000005 1.0000000180025095e-35 1.8100000000000005 1.8300000000000005 3.1000000000000005 1.5550000000000008 1.7950000000000002 4.1000000000000005 2.1000000000000005 4.9000000000000012 5.7000000000000002 1.7000000000000004 2.7000000000000006 1.5000000000000002 -0.83333333333333315 -0.33333333333333331 3.3000000000000007 1.7000000000000004 1.1650000000000007 0.93000000000000027 1.2350000000000005 6.1000000000000005 1.2550000000000006 0.33333333333333326 1.7200000000000006 1.4850000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 10 12 -9 -6 13 -12 -8 -1 15 18 17 -17 19 -3 -20 24 23 -23 25 -16 -24 -26 -18 -4 right_child=-2 14 3 4 9 -7 7 8 -10 -11 11 -13 -14 -15 21 16 28 -19 20 -21 -22 22 26 -25 27 -27 -28 -29 -30 -31 leaf_value=4.2277416758805853e-05 0.0051987843243952161 0.0047082865515526481 -0.023377813450326187 0.017640363795336705 -0.023828509498660496 -0.0031761023583453713 0.012279082927642964 -0.00054206815563935431 0.0058872438936245133 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459.12253086268902 545.41851242259145 21.097477212548256 6.2917847782373428 leaf_count=12208 25 133 24 37 42 45 113 752 269 46 42 95 23 2389 446 55 241 377 1459 202 154 29 115 102 2984 1421 1338 1767 65 19 internal_value=1.49046e-07 -4.50922e-06 -0.000129648 -0.00566251 -0.00168552 0.00565572 -7.69641e-05 0.00226053 0.00123989 -0.00990395 -0.000243981 -0.00670573 0.0094911 -0.000185964 0.000194582 0.0011002 -0.00153551 0.0019107 0.00206514 -0.00280075 0.0030658 -0.000123871 0.00167272 0.00882486 -0.000610093 -0.00227461 0.00103653 -1.52222e-05 -0.00672076 -0.0177336 internal_weight=8926.06 8918.07 5476.08 51.6512 38.8512 20.5207 5424.43 361.736 316.99 18.3304 5062.69 45.051 44.7451 5017.64 3441.99 895.461 239.974 144.162 655.487 111.807 543.68 2546.53 542.39 44.3055 2004.14 527.665 498.084 1476.47 95.8127 12.8001 internal_count=27017 26992 16104 213 170 82 15891 1157 1021 88 14734 137 136 14597 10888 2686 738 432 1948 335 1613 8202 1584 131 6618 1867 1453 4751 306 43 is_linear=0 shrinkage=0.03 Tree=1381 num_leaves=31 num_cat=0 split_feature=2 10 0 8 6 5 10 0 5 9 0 13 10 2 9 2 13 8 7 4 9 8 10 11 6 10 8 8 5 13 split_gain=0.237954 1.61597 1.98994 3.30318 1.78569 2.68427 1.92067 1.69739 1.58029 1.50608 1.16216 0.30662 2.40736 3.02235 2.70598 2.32674 2.80025 2.38488 2.05564 3.12325 2.3024 3.75495 2.98404 2.05059 1.84414 1.6948 0.844873 1.92616 1.90216 3.70849 threshold=0.3000000000000001 0.33333333333333326 575.00000000000011 3.5000000000000004 1.1000000000000003 1.7250000000000003 -0.49999999999999994 350.00000000000006 1.5250000000000006 5.1000000000000005 475.00000000000006 3.9000000000000008 0.33333333333333326 0.70000000000000007 5.1000000000000005 0.90000000000000013 4.3000000000000016 3.3000000000000003 2.1000000000000005 0.89000000000000024 5.3000000000000016 4.7000000000000002 -1.1666666666666663 0.33333333333333326 2.3000000000000003 -1.4999999999999996 2.5000000000000004 2.3000000000000003 1.2750000000000006 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 -5 -3 -4 -9 -1 26 18 14 24 16 -15 -17 20 23 22 -22 -13 -20 -14 -21 27 -2 -29 -30 right_child=11 7 8 4 5 -7 -8 9 -10 -11 -12 12 13 15 -16 17 -18 -19 19 25 21 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.0021682004188775697 0.00029442309384511867 -0.0022954858894150224 -0.019393258899142837 0.0095603069173049084 0.0097214816916397252 -0.0062758744901553615 -0.010973134982613075 0.0048444964714515404 -0.00049352927230750904 0.022018383181314247 -0.01761360768155041 0.0039050735634893734 -0.00289944246038381 -0.016822675614915145 0.023188581381772114 0.010475965255855089 0.0007348853380483389 0.00038406737138274003 0.0032322029546208385 -0.0092587121414328798 -0.0052749269413931085 0.0082139171000752808 -0.0083515135520434297 0.027656108524577276 0.013568646611344468 -3.6981610642334175e-06 9.2400183818660796e-05 0.0014222500785322915 0.010340705846622524 -0.014681975641500747 leaf_weight=8.1532357111573237 104.14957037568092 10.089097507297994 8.2030701786279661 6.1198516935110119 46.699896857142448 11.83169501274824 12.421295419335364 9.6634276360273379 7.7373114153742781 8.7633591741323453 9.4849374294280988 21.204218611121178 13.329714447259905 14.384427964687346 9.9633249044418317 24.544297426939011 18.940071076154709 149.09110659733415 6.6238033771514875 19.508804731070995 47.038104571402073 30.693385235965252 113.9509050026536 5.8052541315555573 11.314944446086882 204.22083770483732 6428.9952670130879 17.970052123069763 6.420909732580184 31.390695922076702 leaf_count=30 398 34 31 20 151 48 44 32 30 29 36 74 46 52 35 87 63 547 23 80 172 111 395 19 36 758 23416 68 25 127 internal_value=-7.22761e-07 0.00122809 -0.000413006 0.00123748 0.00391766 0.00648774 -0.00419569 0.00759612 -0.0102195 0.013012 -0.010474 -2.42148e-05 -0.000625609 0.00178929 0.00999524 0.000417088 -0.00684379 0.00181061 -0.00192473 2.4499e-06 -0.00406258 5.13351e-05 -0.0064286 0.0146399 0.00466145 -0.000810718 3.88199e-05 -0.00211503 -0.00661369 -0.0104328 internal_weight=7418.71 139.167 110.651 94.7109 77.0727 58.5316 18.5411 28.5159 15.9404 18.4268 17.6382 7279.54 690.613 241.568 34.608 206.96 33.3245 173.635 449.045 236.159 212.887 77.7315 135.155 12.4291 24.6447 223.73 6588.93 159.931 55.7817 37.8116 internal_count=27017 485 390 329 263 199 64 95 61 61 66 26532 2498 866 117 749 115 634 1632 880 752 283 469 42 82 838 24034 618 220 152 is_linear=0 shrinkage=0.03 Tree=1382 num_leaves=31 num_cat=0 split_feature=3 6 8 8 5 5 10 4 5 11 11 7 13 2 10 2 4 4 7 13 4 5 9 7 5 8 8 7 7 8 split_gain=0.24391 2.44045 3.40174 2.78431 3.9361 3.43062 2.6558 3.6231 2.57766 2.43667 2.44909 2.15991 2.13118 2.06802 3.37388 2.98498 1.75334 2.56884 1.72284 1.89862 1.54896 1.40147 3.71122 5.85698 1.76381 2.36863 8.0028 2.25495 5.03681 2.73437 threshold=0.90000000000000013 1.3 2.5000000000000004 5.7000000000000002 1.4650000000000007 1.4250000000000007 1.8333333333333339 2.0450000000000008 0.98000000000000043 0.50000000000000022 -1.4999999999999996 1.1000000000000003 3.7000000000000006 1.1000000000000003 1.0000000180025095e-35 0.90000000000000013 1.0150000000000006 1.3050000000000008 3.1000000000000005 3.7000000000000006 1.5450000000000006 0.78500000000000025 2.7000000000000006 1.5000000000000002 1.0050000000000006 3.3000000000000003 3.1000000000000005 0.90000000000000013 0.70000000000000007 5.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 6 5 -5 7 -4 -1 10 11 -3 13 15 -15 -11 -14 -18 19 -12 -6 22 -2 -24 25 26 -23 28 -27 -29 right_child=21 9 3 4 20 -7 -8 -9 -10 12 18 -13 16 14 -16 -17 17 -19 -20 -21 -22 24 23 -25 -26 27 -28 29 -30 -31 leaf_value=0.004883167773517735 -0.0034057778732163096 0.0054678024596686945 0.0023457694374274529 -0.00061470169641286438 -0.016968467535300787 0.020809579392023676 -0.013072916454513736 0.01904749061298943 -0.020004907401791724 -0.0031400905985488141 -0.001135296163126055 -0.015964728358616738 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leaf_count=21 54 18 1922 816 63 32 49 86 41 125 1949 60 26 121 108 59 52 96 33 744 117 54 24 19 19713 46 23 346 45 155 internal_value=5.19242e-07 -0.00031769 0.000980659 0.00129719 -0.00174958 0.000339585 0.00244065 0.00273524 -0.0121499 -0.0013159 -0.000640648 -0.0104676 -0.00470559 -0.00259735 -0.00653951 0.00146318 -0.0104219 -0.0132567 -0.000359904 -0.00023121 -0.0103884 8.93719e-05 0.00765516 0.0214089 6.19037e-05 -0.00311453 0.00628136 -0.00459411 0.00419758 -0.00633655 internal_weight=7764.08 1694.73 736.622 719.282 196.283 158.059 523 513.253 17.3392 958.109 798.952 22.1911 159.157 116.274 58.9968 57.2769 42.8828 35.1969 776.761 770.369 38.2242 6069.35 21.9556 9.7865 6047.4 153.342 20.8619 132.48 21.9134 110.567 internal_count=27017 6538 3147 3085 1028 848 2057 2008 62 3391 2804 78 587 413 229 184 174 148 2726 2693 180 20479 97 43 20382 669 77 592 91 501 is_linear=0 shrinkage=0.03 Tree=1383 num_leaves=25 num_cat=0 split_feature=5 10 11 12 8 2 12 11 5 5 3 5 0 12 4 4 3 10 11 10 0 4 12 4 split_gain=0.246669 1.90992 1.33129 4.0339 1.81219 2.15242 1.68841 1.217 5.60741 2.32895 1.00781 0.835446 1.94703 1.9869 2.29737 1.75964 2.48371 2.33684 0.636187 0.615667 0.75477 2.0514 0.766515 0.491647 threshold=2.1250000000000009 -2.1666666666666656 2.1666666666666674 3.7000000000000006 5.5000000000000009 1.7000000000000004 6.1000000000000005 0.50000000000000022 2.6250000000000004 2.5850000000000013 3.5000000000000004 2.0250000000000008 525.00000000000011 4.9000000000000012 1.3150000000000006 1.6550000000000002 1.5000000000000002 0.33333333333333326 0.50000000000000022 -3.1666666666666661 875.00000000000011 1.4250000000000005 5.5000000000000009 2.3450000000000011 decision_type=2 2 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 18 6 -4 5 -5 7 9 -9 -3 11 19 13 14 -13 17 -17 -14 -2 -1 22 -22 -21 -8 right_child=1 2 3 4 -6 -7 23 8 -10 -11 -12 12 15 -15 -16 16 -18 -19 -20 20 21 -23 -24 -25 leaf_value=-0.0085005663097987624 0.0054805882236098804 0.00025630991300206498 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33 20 29 595 80 214 27 175 82 22 330 20 58 47 19 23285 55 774 68 16 internal_value=2.15204e-07 0.000640053 0.000357726 0.00691655 0.00118128 -0.00645781 -8.08934e-06 0.00021223 -0.00180702 0.00137635 -3.86585e-05 -4.8325e-05 -0.00196128 -0.000187959 0.000514216 -0.00688806 -0.000864847 -0.011841 0.0125499 -1.57113e-06 6.37341e-06 0.00174315 -4.13319e-05 -0.01459 internal_weight=8925.46 511.212 499.374 26.381 21.2918 12.0852 472.993 465.953 170.393 295.56 8414.25 8406.96 200.57 147.485 141.722 53.0849 23.9544 29.1305 11.8379 8206.39 8198.73 219.18 7979.55 7.04012 internal_count=27017 2050 2010 113 96 63 1897 1852 675 1177 24967 24940 734 527 505 207 78 129 40 24206 24182 829 23353 45 is_linear=0 shrinkage=0.03 Tree=1384 num_leaves=31 num_cat=0 split_feature=6 10 9 9 13 5 0 3 5 11 7 10 3 8 11 4 11 9 4 10 12 0 9 12 12 0 10 11 5 13 split_gain=0.23611 2.25892 3.56256 3.7038 3.74685 6.14317 5.59888 1.52427 2.59767 3.90239 3.15737 2.32853 4.42955 3.0721 1.90437 1.8377 3.79312 3.9457 2.62672 1.63384 2.88748 1.44006 1.27033 2.00221 2.72193 5.71016 2.48934 2.40515 1.87047 1.69179 threshold=1.7000000000000004 -1.1666666666666663 2.5000000000000004 7.7000000000000002 3.1000000000000005 1.2750000000000006 475.00000000000006 1.1000000000000003 1.7950000000000002 -0.66666666666666619 1.3 -0.66666666666666663 0.90000000000000013 2.7000000000000006 0.33333333333333326 1.1650000000000007 -0.66666666666666663 5.7000000000000002 1.1450000000000007 1.8333333333333339 3.3000000000000007 725.00000000000011 8.1000000000000014 1.5000000000000002 2.7000000000000006 200.00000000000003 0.33333333333333326 1.0000000180025095e-35 2.8650000000000007 2.9000000000000008 decision_type=2 2 2 2 2 2 2 2 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 -2 4 5 -4 -6 8 11 10 -10 12 -3 -13 -11 16 17 -9 -18 21 -21 -17 -1 -24 26 -26 29 -28 -27 -25 right_child=1 7 3 -5 6 -7 -8 15 9 14 -12 13 -14 -15 -16 19 18 -19 -20 20 -22 -23 23 24 25 28 27 -29 -30 -31 leaf_value=-0.00018547318098998644 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internal_count=27017 7453 738 717 678 183 495 6715 2497 105 40 2392 530 1862 65 4218 1240 317 923 2978 87 2891 19564 568 548 396 152 48 349 104 is_linear=0 shrinkage=0.03 Tree=1385 num_leaves=31 num_cat=0 split_feature=13 6 5 5 5 4 5 10 10 10 8 7 4 8 5 2 5 5 8 10 4 5 0 4 4 11 11 5 7 2 split_gain=0.239911 1.49353 3.20633 1.71335 5.09442 4.37991 3.16704 1.71763 3.63564 1.55711 2.02459 3.49326 2.71121 2.20483 4.21573 3.04946 1.64306 2.78764 5.5893 2.5483 2.22372 2.30271 1.33245 0.881368 2.73256 3.97786 3.35218 3.4435 2.88533 2.80906 threshold=2.3000000000000007 1.5000000000000002 2.3950000000000009 1.1550000000000007 1.2950000000000006 1.4850000000000005 1.3750000000000007 -0.33333333333333331 0.33333333333333326 -1.0000000180025095e-35 4.1000000000000005 1.5000000000000002 0.91000000000000036 4.3000000000000016 1.4850000000000008 1.1000000000000003 1.8450000000000004 1.7800000000000005 5.3000000000000016 -0.33333333333333331 0.89000000000000024 1.8600000000000005 350.00000000000006 1.5450000000000006 1.6000000000000008 0.50000000000000022 -1.1666666666666663 1.5250000000000006 1.5000000000000002 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 7 5 -5 -6 -3 -9 16 11 12 -11 14 -12 -15 17 19 -19 -1 -18 -22 -13 -2 25 26 29 -28 -27 -25 right_child=23 2 -4 4 6 -7 -8 8 -10 10 13 22 -14 15 -16 -17 20 18 -20 -21 21 -23 -24 24 -26 28 27 -29 -30 -31 leaf_value=0.00044164927557533096 0.00036414100694122636 -0.026582207380064074 0.013389894470420164 -1.9991248780732332e-05 -0.020080526935677762 0.032393841991651427 -0.0033451907429684381 0.0094822557897058755 -0.022904777427269207 0.0055712490268772499 0.011974035670134647 -0.0025520022990722863 -0.0028807304291170112 0.0021272841867701442 -0.001843254939212765 -0.001688272377803728 -0.017398443800983876 0.018885545622660403 -0.0036743159980141809 0.0058555421199212119 -0.01432001764082258 -0.00014771611273136487 -0.021170547740611521 0.0041004988341135067 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3.31288 4.03922 4.3477 2.44092 3.43991 threshold=1.7100000000000002 5.3000000000000016 4.7000000000000011 -1.1666666666666663 4.5000000000000009 1.1050000000000006 1.6350000000000005 3.1000000000000005 1.6850000000000005 2.9000000000000008 1.1000000000000003 2.3000000000000007 1.1650000000000007 1.0650000000000006 -0.83333333333333315 475.00000000000006 1.5000000000000004 2.1650000000000009 1.7000000000000004 5.1000000000000005 7.3000000000000016 1.7000000000000004 -0.49999999999999994 1.6600000000000006 1.7000000000000004 -1.0000000180025095e-35 -0.66666666666666663 0.83333333333333337 6.5000000000000009 350.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 2 10 4 5 11 -7 9 -9 -6 22 -3 13 -12 -14 18 20 -18 19 -5 -17 -20 -2 -1 25 26 27 -25 29 -26 right_child=1 3 -4 15 7 6 -8 8 -10 -11 12 -13 14 -15 -16 16 17 -19 21 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31 leaf_value=-9.8999848980146081e-06 -0.0025210647782748915 -0.01984069161489508 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368.46128203347325 7.1806960701942435 54.658051460981369 72.342510186135769 9.6103937029838544 51.925742760300636 27.943111777305603 135.23225277476013 31.532734334468842 14.20196847617626 13.941334798932074 45.420882225036621 leaf_count=19561 21 22 20 30 106 146 28 106 170 31 218 34 365 145 1356 1976 99 59 1139 20 179 213 32 156 78 403 93 42 41 128 internal_value=1.50544e-07 -0.000286726 -0.00143824 0.000320097 -0.00236808 0.00282189 0.00612377 -0.00509519 -0.00795882 0.000500776 -0.00159468 -0.00823428 -0.00182875 0.00157703 -0.00250577 0.000773287 -0.000110105 0.00631736 0.00211905 -0.00871706 -0.000605052 0.00255976 0.0082465 8.6542e-05 0.00205601 0.00385454 0.00806498 0.00385189 -0.00274171 -0.0049284 internal_weight=8924.6 2065.56 712.849 1352.71 195.15 67.2213 51.7626 127.929 84.6238 43.3047 706.612 15.4587 690.195 114.45 575.745 1157.56 698.833 49.966 458.731 17.9276 648.867 440.804 16.4165 6859.04 320.198 232.893 97.6604 66.1277 87.3053 73.364 internal_count=27017 6515 2157 4358 643 230 174 413 276 137 2137 56 2084 363 1721 3715 2313 158 1402 50 2155 1352 53 20502 941 694 291 198 247 206 is_linear=0 shrinkage=0.03 Tree=1387 num_leaves=31 num_cat=0 split_feature=4 10 6 6 4 11 11 5 8 4 0 12 4 4 9 8 4 10 7 13 4 11 8 3 11 13 13 7 4 7 split_gain=0.239967 2.67603 2.69805 2.6858 3.88058 3.42721 2.16467 2.02153 1.99864 2.85512 1.87037 1.95667 1.78722 1.22708 1.12869 0.621274 0.941005 3.86266 4.25862 3.73568 2.92102 2.99186 3.25254 2.69049 2.61508 1.81458 3.9254 1.587 1.17895 2.66882 threshold=0.80000000000000038 1.0000000180025095e-35 0.70000000000000007 1.3 0.77500000000000036 0.50000000000000022 0.83333333333333337 1.8900000000000006 3.3000000000000003 0.75500000000000023 350.00000000000006 1.9000000000000001 0.61500000000000021 0.75500000000000023 4.7000000000000002 1.7000000000000004 0.91000000000000036 -1.0000000180025095e-35 1.9000000000000001 2.9000000000000008 0.93000000000000027 -0.66666666666666619 3.9000000000000004 1.9000000000000001 1.0000000180025095e-35 3.3000000000000007 3.5000000000000004 1.7000000000000004 0.97000000000000031 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 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 10 7 -6 8 -5 9 12 11 -4 -3 -12 -10 -2 17 25 19 -19 21 22 -18 -23 -20 27 -27 -17 29 -22 right_child=15 6 3 4 5 -7 -8 -9 14 -11 13 -13 -14 -15 -16 16 20 18 24 -21 28 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.014964780189302898 0.005937517489292614 0.0026835039230076138 -0.012506582420767826 -0.006062190710347695 0.0026808289153550506 0.029529703691017505 0.018533678722315827 0.012680024974965601 -0.01044990809074719 -0.0058542345949313089 -0.010687196645062876 0.012118655295296163 0.022294499185129466 -0.02705303066628946 0.0043465328053988155 0.001064469463845084 0.0059618650165040813 -0.0036518915615856851 -0.0032518077423662295 -0.015278733488108209 0.0051607594095111533 0.013705317713223973 -0.021317325209895609 -0.0065851328090718638 0.016808049073581965 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-0.00390215 -2.58301e-05 -3.87593e-05 -0.00185625 -0.00541905 -0.00796809 2.56336e-05 0.00652472 -0.00428775 0.0105615 0.00614363 0.00208437 0.00784599 -0.000326471 -3.22451e-05 -0.00272196 internal_weight=7417.95 165.813 109.635 101.446 72.0314 19.107 56.1788 52.9244 45.3935 26.5856 29.4143 11.7056 18.3931 17.7087 18.8079 7252.14 7236.45 247.612 130.04 106.55 6988.83 61.6909 16.7708 44.9201 23.4894 117.572 34.6833 82.8888 6927.14 143.623 internal_count=27017 587 400 371 260 64 187 196 154 89 111 45 60 66 65 26430 26382 865 454 374 25517 208 61 147 80 411 118 293 25309 504 is_linear=0 shrinkage=0.03 Tree=1388 num_leaves=31 num_cat=0 split_feature=9 11 5 11 9 10 8 7 8 5 4 9 3 2 6 9 11 12 10 0 6 3 9 13 10 3 4 4 5 4 split_gain=0.244824 2.57199 2.93527 1.79603 2.2522 2.38638 1.69774 1.64133 1.52062 1.50283 2.09046 2.7487 2.0869 2.02692 1.76979 1.69579 2.45334 2.22076 2.21337 1.74576 1.10919 0.719 0.664496 4.4056 2.2695 2.87773 2.19306 1.79572 1.17379 0.839306 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 8.3000000000000025 -0.49999999999999994 6.1000000000000005 0.90000000000000013 5.1000000000000005 1.8750000000000002 1.195000000000001 8.9000000000000021 1.7000000000000004 0.70000000000000007 1.3 9.1000000000000014 -0.33333333333333331 3.9000000000000008 1.0000000180025095e-35 200.00000000000003 1.1000000000000003 2.7000000000000006 7.1000000000000005 4.1000000000000005 1.5000000000000004 0.70000000000000007 1.3750000000000007 1.6400000000000006 1.6100000000000005 1.3650000000000009 decision_type=2 2 2 2 2 2 2 2 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 9 -3 6 7 -6 8 -5 -4 10 13 12 -12 -2 -15 17 18 19 -17 -11 -8 -19 -1 24 25 26 -24 -27 -25 -26 right_child=1 2 3 4 5 -7 20 -9 -10 15 11 -13 -14 14 -16 16 -18 21 -20 -21 -22 -23 23 28 29 27 -28 -29 -30 -31 leaf_value=3.6438537192970763e-05 -0.0094298317801758524 -0.010365498372677211 0.01036275172231821 0.020934421627425988 -0.012312660350246163 0.0030875586246915422 0.0099809868680133459 0.0044493569395994076 0.025789023655530135 -0.00626008913777195 -0.014551530166645456 0.0095959835551598354 0.0030898594602248976 -0.0026422822978213654 0.017513457656878922 -0.018657088940991502 0.0056886280171346108 -0.0089358850780806871 0.00067048848601880431 0.0081330461820689239 -0.0061308613296897829 0.00090195542172794344 0.00045140147641852609 0.0050558019133730191 -0.00063656931019313964 -0.0031703278490312361 0.018671627224179276 0.0013654537674754321 0.021573182265831964 -0.015614999923837209 leaf_weight=6995.9874316053465 8.5913353860378283 11.42245504260063 24.99426631629467 7.6966884732246426 13.47661481797695 27.606330372393131 7.5859339013695699 18.504210285842419 7.4696590304374686 8.873657673597334 33.467486940324306 6.5272812843322745 7.3627079725265494 6.9968017041683188 8.9180043339729291 13.337696567177774 12.488174781203268 14.224479112774135 8.8849949389696103 52.196495823562145 7.7991734892129898 12.616237252950667 12.932806223630907 6.8327265530824652 4.4302066117525127 278.39729350060225 11.004347663372753 109.4346855469048 8.9363966286182386 14.02802139520645 leaf_count=24597 25 38 77 25 44 83 26 57 24 25 117 22 21 21 25 42 40 48 28 161 24 41 39 20 14 820 39 395 26 53 internal_value=-1.44947e-07 0.000810998 0.00413973 0.00557881 0.00241902 -0.00196424 0.010022 0.00929195 0.0139122 -0.00135507 -0.00479986 -0.00848056 -0.0113703 0.002313 0.00865217 0.000663772 -0.00495075 0.00288062 -0.0109296 0.00604168 0.00181341 -0.0043117 -3.51369e-05 -0.00115788 -0.00172872 -0.0012674 0.00882757 -0.00189046 0.0144162 -0.01202 internal_weight=7763.02 321.041 126.555 115.133 67.2838 41.0829 47.849 26.2009 32.4639 194.485 71.8636 47.3575 40.8302 24.5061 15.9148 122.622 34.7109 87.9109 22.2227 61.0702 15.3851 26.8407 7441.98 445.996 430.227 411.769 23.9372 387.832 15.7691 18.4582 internal_count=27017 1014 398 360 209 127 151 82 101 616 231 160 138 71 46 385 110 275 70 186 50 89 26003 1406 1360 1293 78 1215 46 67 is_linear=0 shrinkage=0.03 Tree=1389 num_leaves=13 num_cat=0 split_feature=4 4 4 12 4 10 8 13 5 2 4 6 split_gain=0.239696 0.609521 0.296254 0.237096 1.25166 1.09069 1.08004 1.00794 0.985427 0.981294 1.82662 1.09285 threshold=2.975000000000001 3.0750000000000006 2.8750000000000004 2.5000000000000004 0.71500000000000019 -2.4999999999999991 1.7000000000000004 5.9000000000000012 1.9250000000000003 0.50000000000000011 1.2150000000000005 3.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 6 -1 -5 8 -7 10 -6 -11 right_child=1 -3 -4 4 9 7 -8 -9 -10 11 -12 -13 leaf_value=-0.0099967640188061788 -0.010454631247465982 0.0022216549606495755 0.0064973558610940231 -0.0011711727083678109 -0.00015985766479574499 -3.368771340355918e-05 -0.017044389804448435 -0.010484766794351825 -0.0026437216913565123 0.00019203597479979675 -0.014551384920603306 0.010068554456297962 leaf_weight=10.126678019762037 6.6739041954278928 6.9888457059860229 6.3235481381416312 8.5383376032114011 25.100499164313078 4019.1653124019504 7.0378356724977484 8.4584830552339536 134.54738690704107 4669.6121557485312 11.608178539201615 10.104922603815792 leaf_count=29 24 27 29 29 113 11485 33 27 477 14650 62 32 internal_value=1.58085e-07 -0.00397039 6.24616e-06 1.63638e-06 0.000146997 -0.000163225 -0.00834322 -0.000139299 -0.000118232 0.000175037 -0.00471081 0.000213362 internal_weight=8924.29 13.6627 8910.62 8904.3 4732 4172.3 15.5762 4162.17 4153.71 4716.43 36.7087 4679.72 internal_count=27017 51 26966 26937 14919 12018 62 11989 11962 14857 175 14682 is_linear=0 shrinkage=0.03 Tree=1390 num_leaves=31 num_cat=0 split_feature=4 4 12 0 7 11 5 3 5 11 2 11 10 2 13 6 11 5 11 9 7 10 8 9 13 8 7 4 8 13 split_gain=0.240687 1.15637 2.30917 4.14451 2.29846 3.11657 4.11169 2.60784 3.56085 3.33894 2.24826 2.08051 2.02371 2.0051 1.65037 2.22207 2.9714 2.11853 1.9318 2.2596 1.61479 3.70214 2.71593 1.91346 3.69 2.96757 1.72137 1.28712 1.16707 1.0266 threshold=1.3650000000000009 1.2550000000000006 3.9000000000000008 475.00000000000006 1.5000000000000002 1.0000000180025095e-35 2.1450000000000009 2.1000000000000005 1.7150000000000005 0.83333333333333337 1.7000000000000004 0.33333333333333326 -1.0000000180025095e-35 0.70000000000000007 1.5000000000000002 0.70000000000000007 -0.83333333333333315 1.2750000000000006 0.50000000000000022 5.7000000000000002 1.5000000000000002 1.5000000000000004 6.5000000000000009 4.7000000000000002 2.7000000000000006 4.9000000000000012 1.1000000000000003 1.3050000000000008 4.9000000000000012 3.9000000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 4 10 5 13 -7 8 -6 -9 12 27 -4 -3 15 16 -1 -18 19 -17 21 22 -16 25 -25 -22 -23 -5 -20 -2 right_child=29 2 3 11 7 6 -8 9 -10 -11 -12 -13 -14 -15 20 18 17 -19 28 -21 23 26 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.014877159930014082 -1.9202738772887185e-05 -0.0071446282827920607 0.024001349338067617 0.0057012258964432121 0.0040307271509316999 0.0036402701344484048 -0.012918609799851518 0.024778377707780488 -0.0049760491285105492 -0.0022886141603285061 -0.0075162968508256751 -0.02281728694100112 0.0002351505740089163 -0.00068670320509811274 0.00063686416019433675 0.00068458760959481154 -0.0062277407214331422 0.0063901042354759354 -0.025623500758267994 -0.016500249130943227 0.0016503973559324559 0.0050705578970431193 -0.0077572527190789701 -0.0090432500629158332 -0.0012641749530050476 -0.0040151825172486848 0.02006292929237171 -0.014746907796622886 -0.0070091676176368481 -0.0018203109594616624 leaf_weight=10.549956068396567 3701.5385395148769 51.465312927961349 6.3147976770997047 5.3402092605829257 275.58736237883568 241.75707407295704 14.293799184262751 10.940516799688341 46.116280347108841 6.5619403123855582 9.2458839267492277 12.315075710415838 6.5892754942178744 271.7484810128808 1356.6353510096669 21.133018940687183 17.354950323700905 38.638815462589264 8.1308838203549367 10.214760258793829 363.16174657642841 16.355462722480301 35.600931726396084 64.237328201532364 376.73959672451019 107.93580666184425 11.912699505686758 5.7573418021202087 4.833438239991664 308.55844295024872 leaf_count=42 14091 181 23 20 907 797 61 35 160 21 35 55 26 921 4685 73 59 132 34 44 1224 53 139 225 1317 390 37 27 20 1183 internal_value=-2.62686e-07 0.000185124 0.00106497 -0.00552724 0.00139199 0.000243574 0.00271589 0.00335316 0.0027396 0.0146305 0.0037751 -0.0143279 0.0118655 -0.001715 -0.000162012 -0.00373844 -0.000272444 0.00247927 -0.00894335 -0.00491514 7.95781e-06 0.00064045 0.000422218 -0.000977113 -0.00239736 0.000352325 0.0113886 -0.00490714 -0.0186836 -0.00015779 internal_weight=7417.57 3407.47 964.033 45.5626 918.471 579.265 256.051 339.206 321.704 17.5025 22.15 23.4126 12.9041 323.214 2443.43 110.856 66.5437 55.9938 44.3121 31.3478 2332.58 1420.5 1392.24 912.074 440.977 471.098 28.2682 11.0976 12.9643 4010.1 internal_count=27017 11743 3269 186 3083 1960 858 1123 1067 56 84 102 49 1102 8474 404 233 191 171 117 8070 4914 4824 3156 1542 1614 90 47 54 15274 is_linear=0 shrinkage=0.03 Tree=1391 num_leaves=17 num_cat=0 split_feature=11 4 5 11 0 9 10 9 5 5 5 5 12 13 12 6 split_gain=0.249509 1.62372 0.449989 0.326526 1.29069 1.94603 2.2765 2.0896 1.33934 2.04366 1.92038 0.58284 2.27135 0.368426 2.96641 0.370673 threshold=3.1666666666666674 1.5450000000000006 3.2250000000000001 2.1666666666666674 525.00000000000011 6.1000000000000005 0.33333333333333326 6.9000000000000012 1.7650000000000006 1.4650000000000007 2.2850000000000006 2.9150000000000005 4.3000000000000016 0.90000000000000013 2.5000000000000004 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 11 8 6 -6 -7 9 -5 -10 13 -13 14 -1 -15 right_child=1 -3 -4 4 5 7 -8 -9 10 -11 -12 12 -14 15 -16 -17 leaf_value=0.013673916471148169 -0.0053609261453312212 0.015550410751147624 -0.007907314977617378 0.0069603230061986926 -0.023125712196258013 0.014810332038360689 -0.00091701426128726468 -0.0089270410594316889 0.0084561797668733577 -0.0097991751211520383 -0.0065154910629359923 0.02009588572375446 -0.0035433794981303123 -0.00066494167098221386 -0.0021291295680036649 5.9737606896503133e-05 leaf_weight=15.17732761800289 7.4055509865283948 6.0901483297348022 6.4832895696163169 9.8149029612541216 9.697342645376926 6.0191223025321943 7.2668229378759852 7.4920156002044678 27.656733810901642 19.675299391150475 10.69133026152849 6.0824741274118415 9.1779280155897123 699.888676260598 36.160484071820974 6877.8026485154405 leaf_count=47 24 21 22 33 39 20 31 24 87 71 35 26 34 3106 137 23260 internal_value=6.92754e-08 0.00407565 -7.02869e-06 -4.13366e-07 -0.00171832 -0.00684679 -0.0136123 0.0016478 0.000585573 -0.00422129 0.00428212 2.16807e-05 0.00587873 9.96476e-06 0.00254283 -7.19502e-06 internal_weight=7762.58 13.4957 7749.09 7742.6 98.3136 30.4753 16.9642 13.5111 67.8383 29.4902 38.3481 7644.29 15.2604 7629.03 51.3378 7577.69 internal_count=27017 45 26972 26950 340 114 70 44 226 104 122 26610 60 26550 184 26366 is_linear=0 shrinkage=0.03 Tree=1392 num_leaves=31 num_cat=0 split_feature=4 10 4 5 5 10 3 5 4 2 8 10 5 12 4 2 12 5 9 0 8 11 11 4 11 11 5 9 6 11 split_gain=0.241642 1.56363 1.55257 2.82199 4.25215 3.867 3.19643 2.83965 1.38585 2.98655 3.07786 3.3694 5.055 3.42716 3.0019 5.49969 3.93684 2.41009 3.04901 4.36522 3.13332 2.23738 1.35072 2.68592 2.66975 3.08412 2.71428 2.37805 1.38781 1.03511 threshold=1.7100000000000002 -3.1666666666666661 1.7550000000000003 1.8450000000000004 1.7500000000000007 -0.33333333333333331 1.5000000000000002 1.7150000000000005 1.6600000000000006 1.5000000000000002 5.1000000000000005 0.83333333333333337 1.2350000000000008 3.7000000000000006 1.7000000000000004 1.9000000000000001 3.7000000000000006 2.0450000000000008 5.1000000000000005 350.00000000000006 6.9000000000000012 0.33333333333333326 1.1666666666666672 1.7850000000000004 0.83333333333333337 0.50000000000000022 2.2350000000000008 6.3000000000000016 1.1000000000000003 -2.4999999999999991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 -2 3 4 7 -5 -6 -3 29 17 11 12 -11 -13 16 -16 -12 18 20 -20 -10 -19 24 28 25 -4 -26 -25 -24 -1 right_child=1 2 22 5 6 -7 -8 -9 9 10 14 13 -14 -15 15 -17 -18 21 19 -21 -22 -23 23 27 26 -27 -28 -29 -30 -31 leaf_value=0.0059614276803617965 -0.015387157537641815 -0.0017964151454355432 -0.00042193770689139166 0.0036771638649037816 -0.0018311351839170851 -0.017822105268990737 0.023383165678216817 -0.020783522386325332 -0.0057897620791643256 -0.01010010144689398 -0.0067965889274413027 0.023468445837365143 0.0095860424480768303 0.0015482687506801879 0.023687821780350147 -0.0095633589327058979 0.01117971907370865 -0.027139205238243196 -0.0052044321636761561 0.01218738646243959 0.012550970854585893 -6.8231301573524201e-05 0.021535659210246885 0.0030348443431820853 -0.0030722720647906286 0.0035325313631923219 -0.020089257130896342 -0.0045655510550285322 0.0056964926831941732 -3.227986774220196e-05 leaf_weight=26.035910673439503 6.1511384695768347 180.97654144465923 1243.5993788316846 11.370298236608503 7.9358723163604763 22.290764519944787 10.52779497951269 7.3780770003795615 72.759654402732849 15.906936794519423 48.242733865976334 20.806053236126903 44.806242365390062 9.2835915219038707 11.665287345647814 7.264810398221015 14.189456716179846 5.9270619451999647 21.181594952940941 33.579149261116982 9.4749741256237012 5.1224740073084831 8.9048490822315234 154.1741682998836 135.84133207052946 207.05265221744776 8.9944871068000776 48.770560815930367 11.291650980710982 6512.2478698426858 leaf_count=101 21 517 3977 38 22 77 32 21 203 47 138 58 132 31 35 23 46 25 60 95 28 20 26 480 421 661 30 160 32 19460 internal_value=2.95461e-07 -0.000284191 -0.000239074 -0.00250445 -0.00119337 -0.0105599 0.0125458 -0.00254016 8.59611e-05 0.00201295 0.00469961 0.00849656 0.00442825 0.0167054 0.000462098 0.010927 -0.00271097 -0.00111144 -2.4359e-05 0.00546019 -0.00367657 -0.0145893 6.04792e-05 0.00224667 -0.000245276 0.000142487 -0.00412905 0.00120836 0.0126801 -8.4125e-06 internal_weight=8923.75 2065.26 2059.11 240.479 206.818 33.6611 18.4637 188.355 6858.49 320.21 172.165 90.8028 60.7132 30.0896 81.3623 18.9301 62.4322 148.045 136.995 54.7607 82.2346 11.0495 1818.63 223.141 1595.49 1450.65 144.836 202.945 20.1965 6538.28 internal_count=27017 6515 6494 707 592 115 54 538 20502 941 510 268 179 89 242 58 184 431 386 155 231 45 5787 698 5089 4638 451 640 58 19561 is_linear=0 shrinkage=0.03 Tree=1393 num_leaves=12 num_cat=0 split_feature=5 5 3 12 8 8 5 9 9 5 5 split_gain=0.243041 0.45813 0.302152 1.54718 1.49952 3.53431 2.17442 0.315313 0.361349 2.80797 0.49455 threshold=3.2000000000000006 3.0250000000000008 3.3000000000000003 4.3000000000000016 5.7000000000000002 5.3000000000000016 2.6250000000000004 10.500000000000002 9.5000000000000018 2.3850000000000011 2.8850000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 -4 5 -5 -6 8 10 -10 -1 right_child=-2 -3 3 4 6 -7 -8 -9 9 -11 -12 leaf_value=2.7000122106826954e-05 -0.0058227225070924512 0.0082622459570683305 -0.015783351648150135 -0.0016544170481557442 -0.019780064034654894 0.023050965712634215 0.0069720538558514416 0.0062494091327969514 -0.01002510533687345 0.013275347433141099 -0.0092830101368708267 leaf_weight=7314.3305687885731 6.4461784139275542 6.0423615090548983 6.6531455144286147 29.614030797034502 7.2535129413008672 6.3245054259896269 4.3890274502336979 7.2932957336306563 17.153683282434944 6.3884403556585303 5.1387489996850482 leaf_count=26528 28 26 38 154 47 25 21 26 69 28 27 internal_value=-6.7055e-08 4.99785e-06 -1.74035e-06 -0.00223275 -0.000338 0.00269326 -0.009695 1.47211e-05 8.52866e-06 -0.00370225 2.04639e-05 internal_weight=7417.03 7410.58 7404.54 54.2342 47.5811 35.9385 11.6425 7350.3 7343.01 23.5421 7319.47 internal_count=27017 26989 26963 285 247 179 68 26678 26652 97 26555 is_linear=0 shrinkage=0.03 Tree=1394 num_leaves=31 num_cat=0 split_feature=12 4 5 5 10 8 12 6 7 4 11 4 4 2 10 11 11 12 13 10 9 5 9 13 9 7 5 4 2 2 split_gain=0.240141 1.39371 2.67876 5.69578 3.35633 2.75472 2.18931 2.07927 1.48398 1.55393 1.39808 1.33794 3.59249 3.44324 2.80494 3.0916 2.77692 2.64909 1.28765 4.88333 3.52172 3.29853 3.02299 2.53352 3.72663 3.97904 3.27278 2.41834 2.37707 1.95718 threshold=2.9000000000000008 1.8900000000000006 1.5950000000000004 1.5650000000000006 1.5000000000000004 6.5000000000000009 2.1000000000000005 1.3 3.3000000000000003 1.4250000000000005 0.50000000000000022 1.6750000000000003 1.5350000000000008 1.9000000000000001 -1.1666666666666663 -1.8333333333333328 -1.0000000180025095e-35 1.5000000000000002 4.1000000000000005 -0.49999999999999994 4.1000000000000005 1.1050000000000006 5.7000000000000002 3.7000000000000006 6.7000000000000002 1.5000000000000002 2.055000000000001 1.2450000000000008 1.1000000000000003 1.3 decision_type=2 2 2 2 2 2 2 2 2 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 6 10 -3 -7 11 -10 -4 12 13 -1 16 -16 -13 -14 23 20 -20 -21 -23 -2 26 -26 28 -24 -25 -22 right_child=18 2 5 -5 -6 7 -8 -9 9 -11 -12 14 17 -15 15 -17 -18 -19 19 21 29 22 27 24 25 -27 -28 -29 -30 -31 leaf_value=5.9997405981748743e-05 0.00029333224036584901 0.0057920431435874381 -0.021263364928909477 0.032041076362460126 -0.023242382059145084 -0.0096528603031844368 -0.0032100029628167894 0.010774707090819504 -0.0018937973223813881 -0.023610924648155212 -0.0040143926415568002 0.0013656389402683434 0.0059727097809167172 0.0093221258955807299 0.022014025530425422 0.00040068751735075538 0.016562706138368518 -0.0032195663085443668 -0.0026028886989824464 0.02055091636339916 0.0051051104938153544 0.0016364822736663418 0.0058521831719506347 0.0076733077000050044 -0.0064000363102326421 0.019971319026245191 -0.020296164481979413 -0.01580292402719731 -0.0057724367659331231 0.023998284429260591 leaf_weight=3806.3207791447639 2598.4803165202029 33.179532773792744 16.137905787676576 4.61006174981594 6.3046748936176291 10.564529657363893 91.004071414470673 7.7923381030559531 7.5979138240218145 4.863363154232502 5.7309467941522589 21.880850695073605 30.149028964340687 36.469510100781918 6.0628890395164481 339.0315312743187 21.410152286291122 440.05396487191319 9.5872371401637775 6.3532064594328395 6.8026118129491833 64.456081114709377 6.1140877157449749 13.477825835347174 9.4571495205163973 11.304861672222613 12.554583467543123 19.267534881830215 96.995996236801147 17.971870392560959 leaf_count=12161 9513 151 78 18 43 48 535 30 34 28 27 84 108 145 18 1313 88 1609 38 30 21 233 18 41 29 35 40 62 377 62 internal_value=-2.75616e-07 -0.000128186 -0.00275456 -0.0007311 -0.00188892 -0.00955036 -0.000804825 -0.000981527 -3.05018e-05 -0.0103695 -0.0167431 -3.09762e-06 -0.000154966 0.000147898 0.00168339 0.000780408 0.00888155 -0.00263017 0.00021741 0.00312832 0.012836 -0.000339504 -0.00181685 7.88293e-05 -0.00379752 0.0079591 -0.00578154 -0.0105865 -0.00413205 0.0188106 internal_weight=7761.99 4889.16 175.324 135.098 130.488 40.2257 124.184 18.3569 4713.84 12.4613 21.8689 4701.38 4312.99 3842.79 388.385 345.094 43.291 470.203 2872.82 130.553 34.3617 96.1909 89.8377 2742.27 143.79 20.762 123.028 25.3816 110.474 24.7745 internal_count=27017 16518 930 747 729 183 686 78 15588 62 105 15526 14023 12306 1503 1331 172 1717 10499 464 121 343 313 10035 522 64 458 80 418 83 is_linear=0 shrinkage=0.03 Tree=1395 num_leaves=21 num_cat=0 split_feature=5 10 4 5 4 13 8 10 8 3 8 5 11 3 12 3 12 12 11 12 split_gain=0.245432 1.84595 1.30477 2.08173 1.48451 2.77742 1.59354 2.64295 2.34618 0.957327 0.815489 2.04603 0.769869 1.811 1.4524 0.760286 1.95879 0.916525 0.607467 0.00276453 threshold=2.1250000000000009 -2.1666666666666656 0.88500000000000023 2.3150000000000008 0.97000000000000031 2.9000000000000008 2.9000000000000004 0.33333333333333326 3.1000000000000005 3.5000000000000004 10.100000000000001 1.4750000000000008 2.5000000000000004 1.9000000000000001 4.3000000000000016 2.9000000000000004 4.1000000000000005 5.700000000000002 0.50000000000000022 3.1000000000000005 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 18 3 -3 5 19 7 -6 -8 10 12 -12 15 -14 -15 17 -17 -1 -2 -4 right_child=1 2 4 -5 6 -7 8 -9 -10 -11 11 -13 13 14 -16 16 -18 -19 -20 -21 leaf_value=-5.4737091822968125e-06 0.0054440424555903593 0.019254552300769619 -0.024023571440310174 -0.003265439042434975 -0.0016696267641243799 0.0080146810139200379 -0.016619331805649531 0.020165669004976575 0.00025499025405851958 0.010814323475704962 0.0057100043822171419 -0.018556949551160468 -0.015141771267839148 0.0034666065312943307 -0.012352148255577643 -0.013775317450123696 -0.00021718227497442166 0.0091665742486677585 0.019031854937136206 -0.022777379251103104 leaf_weight=8293.8116475939751 5.8326689600944501 8.1918680369853956 3.2917135003954154 6.7287343852221957 10.58417033404112 4.1788902282714844 7.5410856734961262 9.4375083912163955 445.96658629924059 7.3087640255689612 5.6745890304446203 6.9650867134332657 10.151505276560782 21.492114730179313 6.901127576828002 12.898167498409746 37.393946751952171 9.8167542293667776 6.0148795023560524 3.1212810389697552 leaf_count=24529 21 30 18 35 48 18 39 39 1760 27 20 22 31 70 22 60 142 44 19 23 internal_value=3.21266e-07 0.000638762 0.00036091 0.00909873 9.16104e-05 -0.0110161 0.000340066 0.00862276 -2.56019e-05 -3.84515e-05 -4.78887e-05 -0.00766229 -3.64208e-05 -0.00426649 -0.000378225 -1.69034e-05 -0.00369437 5.36971e-06 0.0123424 -0.023417 internal_weight=8923.3 510.889 499.042 14.9206 484.121 10.5919 473.529 20.0217 453.508 8412.41 8405.1 12.6397 8392.47 38.5447 28.3932 8353.92 50.2921 8303.63 11.8475 6.41299 internal_count=27017 2050 2010 65 1945 59 1886 87 1799 24967 24940 42 24898 123 92 24775 202 24573 40 41 is_linear=0 shrinkage=0.03 Tree=1396 num_leaves=15 num_cat=0 split_feature=5 5 5 11 10 4 4 12 4 5 10 5 4 5 split_gain=0.235721 0.547224 0.309857 2.74129 2.00759 1.64976 1.62998 3.08085 1.89917 0.768347 1.63224 0.468716 1.1804 0.547591 threshold=3.1450000000000005 3.015000000000001 2.5050000000000012 1.0000000180025095e-35 -0.83333333333333315 1.8050000000000004 1.3150000000000006 3.9000000000000008 1.0450000000000006 2.475000000000001 1.0000000180025095e-35 2.4450000000000007 1.2350000000000005 2.4050000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 -4 -6 8 -8 -5 11 -11 13 -13 -1 right_child=-2 -3 3 6 5 -7 7 -9 -10 10 -12 12 -14 -15 leaf_value=6.2122767795638575e-07 -0.0053003474515272318 0.0090710028672876513 -0.023921394776764738 0.0079884412158973839 -0.0087861583732201081 0.0053756473743131932 0.021543331491802691 0.0011280943468253667 -0.014155841827364195 -0.0032920348005458385 0.014516937614106851 0.0073558176279738619 -0.01173143932669379 0.0049745152476880772 leaf_weight=7262.0362902339548 7.543900027871131 5.9876949004828921 5.6816655397415152 5.8540071174502364 25.934246905148029 10.360999990254639 9.2674671635031682 23.580207049846649 8.6156695783138257 8.7719696164131182 9.8135467842221242 4.2940639629960051 9.0861352868378145 19.975553005933762 leaf_count=26295 33 25 34 28 142 43 36 113 47 38 33 20 44 86 internal_value=-3.18776e-08 5.36475e-06 -1.96745e-06 -0.0017585 -0.00733924 -0.00474347 0.00319238 0.00688794 -0.00519691 1.94775e-05 0.00611148 3.9577e-06 -0.00560583 1.42653e-05 internal_weight=7416.8 7409.26 7403.27 89.2943 41.9769 36.2952 47.3174 32.8477 14.4697 7313.98 18.5855 7295.39 13.3802 7282.01 internal_count=27017 26984 26959 443 219 185 224 149 75 26516 71 26445 64 26381 is_linear=0 shrinkage=0.03 Tree=1397 num_leaves=28 num_cat=0 split_feature=5 4 4 8 8 11 4 13 5 8 5 3 10 13 6 9 8 7 10 4 9 11 4 4 3 8 9 split_gain=0.240627 2.04038 6.00378 4.01999 2.46842 2.17022 8.02916 3.14137 2.34342 2.20403 2.00417 2.73997 3.23666 1.94634 4.05198 3.44035 1.94335 1.50481 1.50379 0.676003 0.701927 3.88043 4.61204 1.97797 0.684344 1.43795 0.635655 threshold=0.91000000000000036 0.91000000000000036 0.82000000000000028 3.3000000000000003 3.7000000000000006 -1.1666666666666663 1.5950000000000004 2.9000000000000008 0.87000000000000033 6.9000000000000012 0.92500000000000027 0.90000000000000013 -1.0000000180025095e-35 2.7000000000000006 1.3 2.9000000000000004 5.7000000000000002 1.3 -0.33333333333333331 0.53500000000000014 3.1000000000000005 0.50000000000000022 0.77500000000000036 0.8500000000000002 1.0000000180025095e-35 4.7000000000000002 3.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 17 6 7 -3 9 16 11 12 -2 15 -15 -10 -7 -1 -11 -12 21 22 -21 -23 25 -22 -26 right_child=10 5 3 -5 -6 8 -8 -9 13 18 19 -13 -14 14 -16 -17 -18 -19 -20 20 24 23 -24 -25 26 -27 -28 leaf_value=0.01185979250171222 0.0030536522733938523 -0.018247418284292383 0.037217420555750162 0.0057314599304237332 -0.021682850859849851 -0.0013691822794643727 0.041026375073007715 0.013107491290468098 0.010560052496658976 -0.0033213992249465085 -0.0078413874549433313 -0.0055187400518752136 0.032486654452529434 0.015809845711272981 -0.0084858965001288686 -0.018996402037660502 0.0073025232847439715 -0.0071752752801008211 -0.024078289534562529 0.023712148267813551 -0.024304125051780381 -0.020824215158640479 9.1198204254284415e-05 -0.0047304847839428473 0.0018474573992996355 0.0043859205365473185 4.8142769358372875e-05 leaf_weight=7.0364366471767443 6.9182468950748452 6.7027920782566088 6.9017585068941099 7.7447791397571564 5.5400095582008353 126.32069466821849 4.8692863872274748 5.0366535931825638 4.2650944516062763 6.8858445025980473 9.8662341237068159 7.2484105564653865 6.5424886792898187 7.9230458065867415 28.050445284694433 20.975329905748367 28.507634300738573 7.9732476249337196 5.7764117950573546 7.6508744955062857 3.1112204492092124 7.3183092921972266 269.21682022046298 112.96244717016816 181.37359124049544 3.1785525660961866 6865.5881181345321 leaf_count=23 27 27 21 26 21 550 23 20 23 44 29 33 25 35 116 105 148 34 40 22 17 24 1064 466 687 24 23343 internal_value=-3.38902e-07 -0.000862973 0.00589187 0.0205683 -0.00456857 -0.00183212 0.00863873 -0.00479501 -0.00259253 -0.00075667 3.20068e-05 0.00935178 0.0173593 -0.00761571 -0.00313484 -0.014002 0.000227488 0.00174823 -0.0127905 6.13576e-06 1.65279e-05 -0.00121062 0.000743932 -0.00570968 8.56249e-05 -0.00980554 9.44532e-05 internal_weight=7761.48 280.509 35.1962 14.6465 20.5497 245.313 16.6087 11.7394 228.705 167.491 7480.98 20.7091 13.4607 61.2139 35.9735 25.2404 154.828 15.0097 12.6623 7460.27 7450.4 397.148 276.868 120.281 7053.25 6.28977 7046.96 internal_count=27017 1256 125 47 78 1131 70 47 1061 782 25761 85 52 279 151 128 698 57 84 25676 25647 1576 1086 490 24071 41 24030 is_linear=0 shrinkage=0.03 Tree=1398 num_leaves=31 num_cat=0 split_feature=5 5 10 2 11 13 11 12 10 11 12 8 11 13 10 5 8 3 9 5 13 13 9 6 4 8 8 11 9 8 split_gain=0.237121 1.80974 1.93547 2.82376 2.66059 2.22136 1.46908 2.23239 1.79219 1.3133 2.86609 2.03681 1.31407 1.45499 1.65527 1.63545 1.41987 0.9167 0.795805 0.784891 1.93264 3.23032 2.90485 2.38859 3.41016 2.79773 1.41053 0.562613 2.54406 2.67362 threshold=2.1250000000000009 2.1550000000000011 -1.0000000180025095e-35 2.1000000000000005 -0.66666666666666663 2.9000000000000008 1.0000000180025095e-35 3.3000000000000007 -0.66666666666666663 2.1666666666666674 4.5000000000000009 5.5000000000000009 1.8333333333333337 1.3000000000000003 -0.83333333333333315 2.1850000000000009 5.7000000000000002 3.5000000000000004 6.3000000000000016 2.0250000000000008 2.9000000000000008 3.1000000000000005 4.7000000000000002 0.90000000000000013 2.055000000000001 6.7000000000000002 4.7000000000000002 2.5000000000000004 5.9000000000000012 4.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 6 4 -4 -6 7 -2 -8 12 18 -12 13 14 -3 -15 -14 19 -11 27 23 26 -23 25 -25 -21 -22 -1 29 -29 right_child=1 9 3 -5 5 -7 8 -9 -10 10 11 -13 16 15 -16 -17 -18 -19 -20 20 21 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=1.4292677104505104e-05 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7.3272696882486335 5.3684467822313309 40.7197255641222 6.3432745635509473 7.8434402197599402 36.281614772975445 80.34189959615469 7.9358383864164344 12.84425914287567 7.8365911990404129 8.0686030834913272 7.5980129539966574 18.207455411553383 leaf_count=24103 20 27 18 25 41 27 32 24 22 21 41 27 30 164 107 1382 21 27 21 136 23 24 128 335 24 39 25 25 25 53 internal_value=3.756e-07 0.000627918 0.00550198 0.0104499 0.00592902 0.000784869 -0.000321958 -0.00814647 0.00576372 -2.61858e-05 0.00659402 -0.00230104 -0.000422559 -0.000139719 0.00562984 -0.000689121 -0.0102613 -3.77362e-05 0.0179905 -4.6983e-05 -0.00190316 0.00269487 -0.00130812 -0.0037932 -0.0068257 0.0012046 0.0151514 -1.70288e-06 -0.00385999 0.000561015 internal_weight=8922.99 510.883 60.4487 32.6822 25.8799 20.1243 27.7665 12.1478 15.6187 450.434 25.4455 14.2911 424.989 413.113 35.9181 377.195 11.876 8412.1 11.1543 8404.78 200.147 58.3049 44.1251 141.842 88.2777 53.564 14.1799 8204.63 33.8741 26.2761 internal_count=27017 2050 209 111 86 68 98 44 54 1841 110 68 1731 1680 134 1546 51 24967 42 24940 734 200 152 534 359 175 48 24206 103 78 is_linear=0 shrinkage=0.03 Tree=1399 num_leaves=31 num_cat=0 split_feature=4 4 9 3 5 10 12 11 11 11 2 8 12 5 3 4 11 10 13 4 13 5 2 11 3 7 13 0 9 12 split_gain=0.233121 1.11031 2.23236 4.78293 3.24385 2.92322 2.09414 2.9996 1.91719 2.96132 1.87673 1.84385 1.65499 3.16141 2.35843 2.60423 2.545 2.02955 2.03588 2.23405 1.75354 0.999291 2.71893 2.40534 4.04904 3.92294 2.99026 3.92809 3.24647 2.12754 threshold=1.3650000000000009 1.2550000000000006 3.3000000000000003 0.50000000000000011 0.93000000000000027 0.83333333333333337 4.1000000000000005 -0.66666666666666663 0.33333333333333326 -0.66666666666666619 0.50000000000000011 3.1000000000000005 3.5000000000000004 1.2550000000000006 2.5000000000000004 1.2350000000000005 -1.1666666666666663 -2.1666666666666656 1.5000000000000002 1.195000000000001 4.1000000000000005 1.3750000000000007 0.3000000000000001 0.50000000000000022 1.3 2.3000000000000003 2.5000000000000004 525.00000000000011 4.1000000000000005 2.3000000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 -3 8 10 11 -8 9 -4 -5 -6 17 -14 16 -16 -15 -1 19 -19 -20 22 -2 24 -24 -26 27 -25 -28 -23 right_child=21 2 4 5 6 -7 7 -9 -10 -11 -12 -13 13 14 15 -17 -18 18 20 -21 -22 29 23 26 25 -27 28 -29 -30 -31 leaf_value=0.013487208441910809 0.019184694210987292 -0.02820736946009705 0.019925634418906549 -0.019090452735421912 -0.0033592604588296767 0.012996860197716818 0.011302715302048912 -0.012487280082191864 0.02126668643009055 -0.0026534013180334473 -0.002105925772509531 0.001878050753449466 -0.019891780480504245 -0.011059911743457655 -0.00075703067667917928 0.021597781311938808 0.0099288664810160028 -0.0023417833779262646 -0.00051119393520391817 -0.013553351803526691 0.0023610470457572359 0.0023096496974205579 -0.0010683068518491695 -0.0032884302099272658 0.0044651285428740257 -0.010733514628221403 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0.00359525 0.000475553 0.00803321 -0.000363648 -0.000421381 -0.00466662 -0.000231641 -0.00015512 -0.000765196 -0.00084655 -0.000155363 0.00338377 -0.00293233 0.000149582 -0.00526875 0.000212555 internal_weight=7416.57 3407.11 964.236 101.066 863.17 94.634 830.216 27.0256 32.9541 22.3396 83.5411 803.19 2442.87 158.647 153.31 90.0255 63.2841 2284.23 2274.74 97.3195 2177.42 4009.46 1507.73 1501.6 1127.85 231.278 373.749 161.163 212.586 2501.74 internal_count=27017 11743 3269 329 2940 307 2832 118 108 74 273 2714 8474 611 587 371 216 7863 7828 355 7473 15274 6021 6001 4514 887 1487 647 840 9253 is_linear=0 shrinkage=0.03 Tree=1400 num_leaves=31 num_cat=0 split_feature=3 10 5 8 2 8 4 4 8 11 8 5 2 12 9 11 4 13 3 4 4 13 8 8 5 10 13 9 9 10 split_gain=0.242295 2.4437 2.65224 4.20968 4.24851 4.37395 2.56736 5.20468 2.71947 3.25256 3.21319 2.28726 2.22475 1.76575 1.43455 1.3921 2.61255 3.08576 2.83642 4.90501 4.3223 2.52197 3.87003 2.79979 3.04246 2.62874 2.49032 2.20365 1.33461 1.32553 threshold=0.90000000000000013 0.50000000000000022 1.4950000000000008 5.7000000000000002 0.70000000000000007 3.5000000000000004 1.4750000000000008 1.445000000000001 5.3000000000000016 -0.66666666666666619 6.7000000000000002 1.9000000000000004 1.7000000000000004 1.3000000000000003 4.3000000000000016 -0.66666666666666619 2.2150000000000007 2.9000000000000008 0.70000000000000007 1.5450000000000006 1.2950000000000006 3.7000000000000006 4.9000000000000012 6.5000000000000009 0.9650000000000003 0.83333333333333337 2.5000000000000004 4.7000000000000002 4.5000000000000009 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 2 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 -4 7 12 9 -8 -10 -6 -1 -5 -9 21 18 26 19 -17 -20 23 25 24 -3 -23 -18 -25 -15 -2 right_child=29 15 3 13 11 -7 8 14 10 -11 -12 -13 -14 28 -16 16 17 -19 20 -21 -22 22 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.00043482154133944853 0.00035836151412550039 0.01536800272293338 -0.027564972427381242 0.0044110219052947786 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88.288648344576359 7.7186252847313899 9.6311769858002645 6.0097041018307191 87.265992041677237 7.9672117009758949 2.4002730008214712 4.1983704846352339 38.14997630007565 1642.0662982631475 leaf_count=2233 14769 69 31 18 380 72 207 52 541 490 319 27 152 26 67 385 39 20 154 254 352 26 35 36 324 30 17 26 156 5710 internal_value=-3.61006e-07 -0.000317551 -0.000997188 -0.00408544 -0.0017187 -0.0110769 -0.000378653 -0.00139121 0.00181324 0.00453552 -0.000919727 0.000844873 -0.000843332 -0.0117625 -0.0133971 0.00159242 0.000457392 0.0162018 -3.20263e-05 0.00262969 -0.00327277 0.00407487 0.0126414 0.00217577 0.00364747 0.0034505 0.0271713 -0.0128169 -0.0137622 8.82212e-05 internal_weight=7761.07 1694.28 1249.62 208.519 159.383 34.2726 1041.1 712.13 328.972 164.808 164.164 125.11 681.051 49.1357 31.0789 444.66 305.142 9.19946 295.942 162.487 133.455 139.518 25.317 114.201 103.993 15.6858 6.57762 10.2081 43.729 6066.78 internal_count=27017 6538 4771 710 510 103 4061 2504 1557 697 860 407 2385 200 119 1767 1221 76 1145 639 506 546 91 455 393 56 56 62 182 20479 is_linear=0 shrinkage=0.03 Tree=1401 num_leaves=31 num_cat=0 split_feature=4 4 11 8 2 12 13 13 7 6 0 0 6 9 3 10 4 5 5 3 5 9 4 12 5 13 9 5 8 13 split_gain=0.242285 2.22995 4.22737 4.31843 6.19396 4.10312 4.44746 4.36844 3.67237 2.38366 3.0895 3.20138 2.98392 3.22705 1.66445 1.3424 1.26355 2.92336 2.38224 4.31617 2.93167 2.54629 1.53527 3.04024 4.34746 3.56912 1.98974 1.2395 1.21673 1.04755 threshold=1.8200000000000003 1.8850000000000005 1.8333333333333337 5.5000000000000009 2.3000000000000003 3.7000000000000006 1.7000000000000004 1.9000000000000001 2.1000000000000005 2.3000000000000003 525.00000000000011 475.00000000000006 2.1000000000000005 4.1000000000000005 1.1000000000000003 -2.8333333333333326 1.7750000000000004 0.9650000000000003 2.2350000000000008 2.1000000000000005 1.7150000000000005 2.7000000000000006 1.7400000000000007 4.5000000000000009 1.6600000000000006 3.3000000000000007 6.3000000000000016 1.5850000000000006 3.1000000000000005 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 2 3 5 8 6 -2 -7 -5 12 11 -11 15 -14 -15 -3 22 -18 19 21 -21 -19 29 24 25 -24 -26 -6 -17 -1 right_child=1 9 -4 4 27 7 -8 -9 -10 10 -12 -13 13 14 -16 28 17 18 -20 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.0010795204347197771 0.0081214027143538675 -0.010435977929380768 0.019625764024747389 0.0012490656367697809 -0.02499506783543811 -0.016839389849492591 -0.012524297892250957 0.0081241102620749836 0.019978930003339872 0.013720516597403013 0.024167424733248666 -0.0095712932346633528 0.0090045942230637509 -0.0034659775106742814 -0.021022922325173572 -0.013291186363149594 0.018062761376266296 -0.016033465732422598 -0.01272334823154043 0.030236591728971161 0.0075862025977304522 0.0013167383258870181 0.0022645176017662911 0.012891636815586147 -0.0069521714209832223 -0.0099977279838375805 -0.019845548896155165 -0.0080424043543982603 0.0003929512205944985 0.00018324579931996014 leaf_weight=651.62005370110273 10.506414525210856 10.536272920668123 7.3275378793478003 99.259945778176188 8.4055515825748426 8.4385863840579969 88.424326032400131 24.999175105243921 10.40952357649803 11.087359622120861 8.2736524865031225 10.193976111710072 6.4484028071165111 7.3025830090045956 14.527868300676344 5.8784050643444052 10.006088390946386 7.9267482310533515 10.132795453071592 6.9378339648246792 19.878244690597057 192.17628548294306 89.262922316789627 10.481356129050253 31.068622231483459 28.084455519914627 16.489573456346989 7.2121744826436034 1127.1694517191499 6381.735690869391 leaf_count=2078 32 37 22 298 28 25 255 80 34 34 27 32 19 22 44 17 34 23 41 20 66 559 257 36 89 80 54 22 3712 18940 internal_value=8.77491e-08 -0.00035242 -0.00284346 -0.00348247 0.000509651 -0.00726102 -0.0103317 0.00182415 0.00302685 0.000197 0.00861133 0.0025635 -1.52136e-05 -0.00964196 -0.0151499 0.000222839 6.94188e-05 0.00217902 0.00150856 0.00214407 0.0134463 0.000629439 -2.88142e-06 -0.00277535 -0.00377114 -0.000670175 -0.0114226 -0.0171664 0.000321956 6.62542e-05 internal_weight=8922.2 1466.4 264.983 257.656 125.287 132.369 98.9307 33.4378 109.669 1201.42 29.555 21.2813 1171.86 28.2789 21.8305 1143.58 7455.8 247.058 237.052 226.919 26.8161 200.103 7208.74 175.387 164.906 117.347 47.5582 15.6177 1133.05 7033.36 internal_count=27017 4740 796 774 382 392 287 105 332 3944 93 66 3851 85 66 3766 22277 743 709 668 86 582 21534 516 480 337 143 50 3729 21018 is_linear=0 shrinkage=0.03 Tree=1402 num_leaves=30 num_cat=0 split_feature=2 5 6 2 7 9 8 10 13 2 2 4 11 4 7 4 2 8 8 0 5 7 4 12 7 4 12 2 11 split_gain=0.233721 1.82257 1.51182 1.74487 1.27706 2.87429 2.20475 1.38851 0.719964 0.634333 0.473987 3.36994 2.23663 1.433 1.35516 1.50777 0.64064 2.64025 4.8468 2.65791 4.47538 2.44214 0.478111 1.44537 1.24292 0.501601 1.10089 0.460582 0.00527431 threshold=3.3000000000000003 1.5850000000000006 0.90000000000000013 3.5000000000000004 1.5000000000000002 4.3000000000000016 5.3000000000000016 1.0000000180025095e-35 2.9000000000000008 3.5000000000000004 3.1000000000000005 1.9250000000000003 0.50000000000000022 2.2050000000000005 1.7000000000000004 2.2350000000000008 2.9000000000000004 4.9000000000000012 4.3000000000000016 525.00000000000011 1.4850000000000008 1.5000000000000002 2.6350000000000011 3.1000000000000005 1.5000000000000002 2.5750000000000006 3.7000000000000006 2.7000000000000006 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 4 3 -3 6 -6 -2 -8 -7 -4 16 -12 14 -14 15 -13 22 18 -18 21 -21 -19 25 -24 -25 27 -27 -1 -5 right_child=1 2 9 28 5 8 7 -9 -10 -11 11 12 13 -15 -16 -17 17 19 -20 20 -22 -23 23 24 -26 26 -28 -29 -30 leaf_value=-5.5127783882857338e-06 -0.0018801311688384232 0.012983482283823173 -0.025327872579157633 -0.011336764839719234 0.016727590839847963 -0.022468416325054395 0.0083880112433919237 0.030774061752436077 -0.0019492501822846958 -0.007771639058771521 -0.024327111403443302 -0.0009624467551274206 0.025337028976183673 0.0013014265418494248 0.0076248608361217749 -0.023507361621015428 -0.0033244048228910669 -0.019866008585668962 0.027976704093485613 -0.0076481976618999531 0.0201210970356486 0.0043176956054142464 0.019309102882694489 -0.0048844714499309324 0.0097574998237653695 -0.022512868598053092 0.003681323826057372 -0.0023968414059810502 -0.013495696506792353 leaf_weight=7181.043328717351 6.1085009500384393 5.7383104264736193 3.3410320281982413 1.7989718876779077 4.7861514091491681 3.7506629433482885 4.4467859454452974 5.6774145290255547 2.6098738387227058 4.1566560566425323 5.7955149486660984 5.6081775203347224 4.3741527050733549 4.5594290979206562 4.7032654322683802 5.0956364087760448 8.6870238482952136 9.8039467036724073 9.1330866590142232 10.885933771729471 10.041257604956625 6.0941082760691634 4.5888483971357372 13.445873565971853 8.5265855602920038 2.7717051580548278 3.0145912282168865 73.227930638939142 2.3472404330968857 leaf_count=25838 31 26 16 17 26 33 28 27 20 30 29 23 17 26 26 34 31 46 35 61 42 32 23 62 41 23 19 332 23 internal_value=-1.59248e-08 0.00216122 -0.00543626 0.00226931 0.0069846 -0.000834147 0.0123536 0.0209416 -0.0140489 -0.0155948 -1.31397e-05 -0.0037678 0.00112737 0.01307 -0.00579739 -0.0116951 2.27334e-06 0.00323843 0.0127179 -0.00134879 0.00567603 -0.0105958 -2.19959e-05 0.00399561 0.000797461 -3.66946e-05 -0.00886601 -2.96519e-05 -0.012559 internal_weight=7416.16 44.7616 17.3822 9.88452 27.3794 11.1467 16.2327 10.1242 6.36054 7.49769 7371.4 30.1362 24.3407 8.93358 15.4071 10.7038 7341.26 54.6454 17.8201 36.8252 20.9272 15.8981 7286.62 26.5613 21.9725 7260.06 5.7863 7254.27 4.14621 internal_count=27017 277 112 66 165 79 86 55 53 46 26740 155 126 43 83 57 26585 247 66 181 103 78 26338 126 103 26212 42 26170 40 is_linear=0 shrinkage=0.03 Tree=1403 num_leaves=18 num_cat=0 split_feature=11 0 5 11 2 9 3 9 9 12 11 13 12 12 2 0 4 split_gain=0.23869 1.56183 0.448873 0.324298 1.21624 3.27096 2.16029 1.75367 3.66808 2.01526 0.502981 2.33689 1.83229 1.71698 0.552751 1.78366 0.67842 threshold=3.1666666666666674 475.00000000000006 3.2250000000000001 1.8333333333333337 0.70000000000000007 4.5000000000000009 2.1000000000000005 3.9000000000000004 3.5000000000000004 2.9000000000000008 1.5000000000000004 3.9000000000000008 3.1000000000000005 3.1000000000000005 2.9000000000000004 875.00000000000011 2.475000000000001 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 8 -6 -9 14 12 -12 -13 16 -16 -1 right_child=1 -3 -4 4 7 6 -8 9 -10 -11 11 13 -14 -15 15 -17 -18 leaf_value=-4.6377956397363247e-06 -0.0056313945819188027 0.014832604304341178 -0.0078988923140945605 -0.011876323009405216 -0.0052527062081803473 0.0015810785475319101 0.019520608702541534 -0.009647860482640741 0.017103953241050459 -0.0014828714850744003 -0.0021098303715917318 0.017432686497795547 0.003494687343116486 -0.0013926812350011973 -0.00064711985899551495 -0.013206328858371693 0.003946117097210127 leaf_weight=7170.5559943020344 7.1396812498569471 6.334673210978508 6.4810140877962104 8.4755312949419004 14.354551695287228 13.247762918472292 11.105958715081213 34.967049986124039 12.234237805008888 122.57185669615865 113.31040085107088 13.312366381287577 97.825244437903166 6.484152562916278 71.025246371515095 11.879450583830474 39.332970940042287 leaf_count=24552 23 22 22 28 59 39 34 113 43 419 372 39 346 21 475 147 263 internal_value=-8.56537e-08 0.00398931 -7.02426e-06 -4.1666e-07 -0.00114391 0.00417563 0.00976199 -0.00209236 0.00503421 -0.00329516 3.25575e-05 0.00141099 0.000486905 0.0112666 -1.10916e-05 -0.00244673 1.69152e-05 internal_weight=7760.64 13.4744 7747.16 7740.68 216.957 32.8293 24.3537 184.128 26.5888 157.539 7523.73 230.932 211.136 19.7965 7292.79 82.9047 7209.89 internal_count=27017 45 26972 26950 735 101 73 634 102 532 26215 778 718 60 25437 622 24815 is_linear=0 shrinkage=0.03 Tree=1404 num_leaves=12 num_cat=0 split_feature=4 4 4 13 5 5 10 10 5 4 4 split_gain=0.2358 0.591854 0.284001 0.235046 0.27442 1.92544 2.43538 1.62625 1.19092 5.75083 1.23506 threshold=2.975000000000001 3.0750000000000006 2.8750000000000004 6.1000000000000005 1.2550000000000006 1.2250000000000008 0.33333333333333326 -2.1666666666666656 1.3050000000000006 2.2750000000000008 0.77500000000000036 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 7 -7 -1 9 -6 -10 right_child=1 -3 -4 -5 8 6 -8 -9 10 -11 -12 leaf_value=0.0073967381316911605 -0.010322923084980017 0.0021798023707416581 0.0063783935089387084 0.0051477823827909188 0.0010847912920910129 -0.0048713770014178334 0.00098807203987724039 -6.8759619967723558e-05 0.003839515476208945 0.025334459967683461 -6.4577871510259333e-05 leaf_weight=26.55929808318615 6.6764863505959493 6.9597746953368187 6.290617197751998 7.9812505692243567 476.08480462431908 168.62290471792221 102.73639556765556 2339.0760508105159 73.87304499745369 8.9673836529254896 5697.9547025123611 leaf_count=91 24 27 29 25 1362 493 302 6797 245 43 17579 internal_value=2.77372e-07 -0.00394169 6.31159e-06 1.80867e-06 -2.80926e-06 -0.000259499 -0.00265299 1.50565e-05 0.000105374 0.00153311 -1.46098e-05 internal_weight=8921.78 13.6363 8908.15 8901.86 8893.87 2636.99 271.359 2365.64 6256.88 485.052 5771.83 internal_count=27017 51 26966 26937 26912 7683 795 6888 19229 1405 17824 is_linear=0 shrinkage=0.03 Tree=1405 num_leaves=15 num_cat=0 split_feature=5 5 5 11 10 6 5 13 2 5 10 9 6 9 split_gain=0.233351 0.423043 0.285147 2.66539 1.97377 1.63159 1.59503 2.09827 1.6598 0.744734 1.56364 0.460631 1.63511 0.508868 threshold=3.2000000000000006 3.0250000000000008 2.5050000000000012 1.0000000180025095e-35 -0.83333333333333315 0.70000000000000007 2.6050000000000009 2.3000000000000007 0.90000000000000013 2.475000000000001 1.0000000180025095e-35 9.5000000000000018 1.1000000000000003 8.1000000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 -4 -6 7 -5 -8 11 -11 13 -13 -1 right_child=-2 -3 3 6 5 -7 8 -9 -10 10 -12 12 -14 -15 leaf_value=-1.8189629590688365e-05 -0.0057153104874784018 0.0079190227560832268 -0.023826075804963983 0.0084707877267431661 0.0101907468446656 -0.0073997573802780832 -0.0091000417059238677 -0.014099339072157682 0.0096693250791692279 -0.0032121581752872015 0.014214358465984813 0.0052311118572094259 -0.010876520314911585 0.001790349781713433 leaf_weight=7128.4550994997844 6.4239257723093024 6.0739157907664767 5.5872274935245505 6.2681939899921408 5.6182982474565497 30.553766056895256 4.9963428154587737 9.0730890408158285 28.022890828549862 8.7524882256984728 9.8481061682105047 9.6860762089490908 13.686009056866167 142.82598357647657 leaf_count=25805 28 26 34 32 21 164 28 50 118 38 33 35 58 547 internal_value=-2.39792e-08 4.93112e-06 -1.5618e-06 -0.00167877 -0.00723091 -0.00466757 0.00311551 -0.00487756 0.00682922 1.91061e-05 0.00601433 3.81887e-06 -0.00420105 1.73346e-05 internal_weight=7415.87 7409.45 7403.37 90.1198 41.7593 36.1721 48.3605 15.3413 33.0192 7313.25 18.6006 7294.65 23.3721 7271.28 internal_count=27017 26989 26963 447 219 185 228 82 146 26516 71 26445 93 26352 is_linear=0 shrinkage=0.03 Tree=1406 num_leaves=23 num_cat=0 split_feature=2 4 10 4 4 7 10 0 12 5 5 13 13 4 9 3 6 8 8 3 6 4 split_gain=0.236606 1.75085 1.40476 1.3733 1.85094 5.08818 1.62583 1.02485 0.611194 2.3847 1.56337 1.63429 1.2441 0.600269 2.63331 1.13855 0.602722 3.13197 2.86553 0.565975 1.70162 0.58818 threshold=2.3000000000000003 1.3450000000000006 -3.1666666666666661 1.4250000000000005 1.6350000000000005 1.9000000000000001 1.1666666666666672 525.00000000000011 5.1000000000000005 2.0750000000000011 2.265000000000001 1.7000000000000004 2.3000000000000007 2.5950000000000011 6.9000000000000012 1.7000000000000004 0.3000000000000001 7.1000000000000005 3.5000000000000004 0.3000000000000001 1.1000000000000003 2.3950000000000009 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 7 -3 -4 5 -5 -6 -2 13 -10 -11 -12 -13 16 15 -15 17 18 -1 20 -18 -21 right_child=1 2 3 4 6 -7 -8 -9 9 10 11 12 -14 14 -16 -17 19 -19 -20 21 -22 -23 leaf_value=0.008486485248876019 -0.024770208267231475 0.018257495749825235 0.010418689464695508 -0.010725544995337483 -0.0012795308603523394 0.01425931904533953 0.0034012984660584744 -0.0044575984787042057 0.02058324253797442 -0.012713190163384397 -0.0073043699683915716 0.018602873490414753 0.0026478114435681105 -0.015646403164459186 0.029468037491564014 0.0083896869944931878 -0.0086863768192200954 0.017356904191784255 -0.0068898903890890102 8.3909390462523438e-05 0.00015076990451027886 -0.005200938441625608 leaf_weight=13.179537229239939 4.1315179467201215 3.5979784652590743 9.9854578003287298 40.954043712466955 258.98687214870006 8.9366165399551374 89.98908013664186 4.8712170720100403 6.3606018573045722 6.4599774628877631 8.3857927769422549 7.0332699045538929 11.741007976233957 3.378879174590109 3.2786318175494671 3.733385618776083 26.706096787005663 6.5622567236423484 63.284041862934828 7085.9918087106198 73.80493700876832 19.004262186586857 leaf_count=48 21 16 39 158 1545 39 477 23 20 20 29 31 47 34 12 18 125 30 275 23604 292 114 internal_value=-2.95997e-07 -0.000691545 -0.000405869 -0.000570111 -0.000845211 -0.00625016 -7.25035e-05 -0.0137794 3.94005e-05 0.00373853 0.000551669 0.00370669 0.00862494 1.91381e-05 0.00722454 -0.00302933 8.86569e-06 -0.00253261 -0.00423956 3.81499e-05 -0.00219729 6.97736e-05 internal_weight=7760.36 421.453 412.45 408.852 398.867 49.8907 348.976 9.00274 7338.9 39.9806 33.62 27.1601 18.7743 7298.92 10.3909 7.11226 7288.53 83.0258 76.4636 7205.51 100.511 7105 internal_count=27017 2318 2274 2258 2219 197 2022 44 24699 147 127 107 78 24552 64 52 24488 353 323 24135 417 23718 is_linear=0 shrinkage=0.03 Tree=1407 num_leaves=24 num_cat=0 split_feature=5 10 8 0 5 3 8 10 3 3 13 3 3 8 5 7 10 8 9 5 9 11 11 split_gain=0.235322 1.78 1.23714 3.08188 2.13626 1.88054 1.65735 2.28932 2.25401 2.09522 1.90796 1.86587 0.897049 0.773382 1.9587 0.738107 2.02026 2.56051 2.27023 0.717212 2.50466 0.690044 0.568625 threshold=2.1250000000000009 -2.1666666666666656 7.9000000000000012 350.00000000000006 2.4850000000000008 2.3000000000000003 4.3000000000000016 -1.4999999999999996 1.3 1.5000000000000002 3.9000000000000008 2.1000000000000005 3.5000000000000004 10.100000000000001 1.4750000000000008 0.3000000000000001 0.83333333333333337 3.3000000000000003 4.9000000000000012 2.1150000000000007 6.1000000000000005 2.5000000000000004 0.50000000000000022 decision_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=12 22 6 -4 5 -5 8 11 -3 -10 -9 -8 13 15 -15 16 17 -1 -18 21 -21 -17 -2 right_child=1 2 3 4 -6 -7 7 10 9 -11 -12 -13 -14 14 -16 19 18 -19 -20 20 -22 -23 -24 leaf_value=-0.015133420129634997 0.0054414425044733358 -0.012477486736314157 -0.011269748537631658 0.027360716605140188 -0.0034663775920116711 0.0070346891142802946 -0.023967303919755545 -0.0010079027692831309 0.016055442584501978 0.002470297211227602 0.01248759391928651 -0.0043845436325615165 0.010459520680295334 0.0056233696456056866 -0.018146833667496132 2.6451842110600949e-05 -0.022220445918405097 0.0013474639479108489 -0.0023053328632655096 0.0074422406694547218 -0.018018585478867206 -0.004014833460220163 0.018584438025157718 leaf_weight=9.5391066670417768 5.8344807997345907 8.3490103185176832 6.8620344698429134 8.3078014850616508 6.0936779677867881 8.0815532207488996 6.7420005276799229 295.95540294796228 11.127505019307135 124.93791564181447 9.7385642044246179 12.494128223508595 7.3202400505542746 5.6637009978294355 6.9465335011482239 8231.3158589489758 9.0188197195529956 76.714080408215523 12.01447808742523 6.2320278808474523 7.866840697824955 38.202447533607483 6.0189686864614487 leaf_count=37 21 28 23 27 20 27 21 1157 38 586 35 48 27 20 22 24339 33 273 41 23 31 121 19 internal_value=1.82711e-07 0.000625557 0.000352457 0.00632823 0.0116993 0.017338 -2.11689e-05 -0.00120965 0.00265289 0.0035813 -0.000577974 -0.011248 -3.77779e-05 -4.6922e-05 -0.0074708 -3.57651e-05 -0.00250814 -0.000475227 -0.0108447 -3.74379e-06 -0.00676431 7.78244e-06 0.0121152 internal_weight=8921.38 510.543 498.69 29.3451 22.483 16.3894 469.345 324.93 144.414 136.065 305.694 19.2361 8410.83 8403.51 12.6102 8390.9 107.286 86.2532 21.0333 8283.62 14.0989 8269.52 11.8534 internal_count=27017 2050 2010 97 74 54 1913 1261 652 624 1192 69 24967 24940 42 24898 384 310 74 24514 54 24460 40 is_linear=0 shrinkage=0.03 Tree=1408 num_leaves=31 num_cat=0 split_feature=4 10 6 6 4 11 11 5 8 4 0 12 4 4 13 4 8 4 10 7 13 4 8 11 11 13 6 9 4 5 split_gain=0.238557 2.57781 2.60462 2.5865 3.70515 3.23434 2.06034 1.95433 1.90804 2.74021 1.82605 1.88719 1.69583 1.21388 1.11599 3.42095 0.600412 0.887905 3.73367 4.09944 3.6384 2.79185 2.93979 2.4807 2.34844 1.73102 3.77856 1.5743 1.14478 1.95361 threshold=0.80000000000000038 1.0000000180025095e-35 0.70000000000000007 1.3 0.77500000000000036 0.50000000000000022 0.83333333333333337 1.8900000000000006 3.3000000000000003 0.75500000000000023 350.00000000000006 1.9000000000000001 0.61500000000000021 0.75500000000000023 2.5000000000000004 0.73500000000000032 1.7000000000000004 0.91000000000000036 -1.0000000180025095e-35 1.9000000000000001 2.9000000000000008 0.93000000000000027 4.9000000000000012 1.0000000180025095e-35 -0.66666666666666619 3.3000000000000007 1.9000000000000001 6.9000000000000012 0.94500000000000017 1.0950000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 10 7 -6 8 -5 9 12 11 -4 -3 -12 -10 -16 -2 18 25 20 -20 22 24 -21 -19 27 -27 -18 29 -23 right_child=16 6 3 4 5 -7 -8 -9 14 -11 13 -13 -14 -15 15 -17 17 21 19 23 -22 28 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.014683166365724558 0.0058347361964652678 0.0026725981863309346 -0.01232263924582753 -0.0059571427647922628 0.0026223626536515067 0.028618984159119083 0.018102944428597095 0.012444371063774278 -0.013889645324465367 -0.0057572093167587504 -0.010503729946294183 0.011868776222164571 0.021763592049499299 -0.026868755898403988 -0.013949591168441128 0.017706706783181293 -0.0017643805577588995 -0.0011975406552948212 -0.0035722316969012177 -0.0031697883157779409 -0.015079587164765772 -0.021126425158432185 -0.0096902791398433483 0.016346293297355301 0.012930091537343294 0.021857336687165094 0.0007836662050060573 0.011335645328789655 -5.6540139869866656e-06 -0.0021745045702417924 leaf_weight=8.2211970388889295 15.700811311602591 6.4268982112407746 6.3194444999098796 46.954088062047958 12.650263488292696 6.5308298617601386 10.833539992570875 5.8404879495501509 6.4551096484065082 8.1710417270660383 11.098662510514261 5.3671503961086273 12.018915519118307 6.4499855190515509 6.2894302010536176 6.0064474493265152 73.502576231956482 14.620418161153792 66.849594734609127 12.459051072597505 39.246681243181229 5.9769898802041999 8.7972546219825727 11.070172369480131 38.411440320312977 11.3848390430212 23.389503017067909 9.3010304868221265 6892.2005748758093 27.047256216406822 leaf_count=29 48 24 24 173 44 20 33 23 23 29 43 21 36 23 21 21 258 52 231 45 143 23 33 35 123 38 80 35 25191 95 internal_value=2.31456e-07 0.00112597 -0.00155612 -0.00287521 0.000181287 0.0114738 0.00634839 -0.00392144 0.00354148 0.00870534 -0.0104002 -0.00121256 0.0151119 -0.0165187 -0.00378859 0.00151428 -2.54873e-05 -3.8206e-05 -0.00180517 -0.00531656 -0.00782898 2.43095e-05 0.0063709 0.00601226 0.00903523 0.00206602 0.00768302 -0.000292902 -3.23535e-05 -0.00560457 internal_weight=7415.59 165.633 109.432 101.211 71.9757 19.1811 56.2014 52.7946 45.3678 26.6169 29.2352 11.6866 18.4458 17.5486 18.751 12.2959 7249.96 7234.26 247.203 129.625 106.096 6987.05 61.8291 23.5292 53.0319 117.578 34.7743 82.8036 6925.22 33.0242 internal_count=27017 587 400 371 260 64 187 196 154 89 111 45 60 66 65 42 26430 26382 865 454 374 25517 208 80 175 411 118 293 25309 118 is_linear=0 shrinkage=0.03 Tree=1409 num_leaves=23 num_cat=0 split_feature=4 11 4 8 5 12 4 8 12 10 8 4 3 4 8 4 11 4 5 11 5 4 split_gain=0.239816 1.25887 1.29329 0.97602 1.47257 1.12009 0.914977 1.27307 0.910613 0.582211 0.336116 1.52228 1.16302 1.05892 0.691799 0.53287 1.35429 0.798225 0.36728 0.112095 0.00166046 0.00153754 threshold=2.6350000000000011 -0.66666666666666619 2.6550000000000007 7.9000000000000012 1.9650000000000005 4.1000000000000005 2.5850000000000013 7.9000000000000012 5.1000000000000005 -0.33333333333333331 9.3000000000000025 2.3450000000000011 1.5000000000000002 1.9900000000000007 9.1000000000000014 2.5350000000000006 -0.33333333333333331 2.495000000000001 1.3350000000000006 0.83333333333333337 1.7800000000000005 2.745000000000001 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 9 -3 5 21 -4 10 19 -7 -2 14 12 18 -14 15 17 -17 -1 -12 -8 -11 -5 right_child=1 2 3 4 -6 8 7 -9 -10 20 11 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=-4.6076718339069543e-06 -0.0038329350653947603 -0.020093878703309028 0.020084408090390256 -0.022433740997889345 0.0092093775577845767 -0.0094152055463342776 -0.0038833849870347709 0.022144597025692655 0.0091523867176103411 -0.021355247156608602 -0.010209275217712302 0.012264089913357758 0.0097883170274526213 -0.0098413179023848357 0.0089735183628020937 0.0048997075839104136 -0.019922840161642825 0.007660106706286399 -0.023742146277952073 0.0045090291748249049 -0.022615011979310453 -0.021033940514479973 leaf_weight=7671.8506921734661 2.7479228656738997 2.4114103838801411 4.3278081621974733 1.1129385232925408 2.5952152907848358 3.9360435334965569 2.998110104352234 4.0169882886111736 6.0023542102426291 1.860743224620822 3.6501449793577256 4.2813648506999007 4.4564859420061094 5.5579331144690514 7.7391678877174845 3.8726211227476597 4.0437130816280833 12.24810480698943 3.5704559162259102 2.7427165284752846 1.906432196497917 1.9324480774812398 leaf_count=26421 28 13 37 12 15 35 23 18 33 28 18 24 16 27 34 28 36 76 22 18 15 40 internal_value=-4.31252e-07 -0.00273133 0.00065552 0.003169 -0.00739532 0.00734594 9.75378e-06 0.00919046 0.0017988 -0.0143334 -1.8484e-06 -0.00374619 -0.00772332 -0.00110599 8.61488e-06 -4.04981e-07 -0.00777981 7.60954e-06 -0.016901 0.000126144 -0.0219928 -0.0215455 internal_weight=7759.86 28.8333 22.3182 19.9068 5.6406 14.2662 7731.03 9.75781 9.9384 6.5151 7721.27 21.5164 17.235 10.0144 7699.75 7692.02 7.91633 7684.1 7.2206 5.74083 3.76718 3.04539 internal_count=27017 256 185 172 67 105 26761 59 68 71 26702 107 83 43 26595 26561 64 26497 40 41 43 52 is_linear=0 shrinkage=0.03 Tree=1410 num_leaves=31 num_cat=0 split_feature=9 5 3 12 11 5 5 13 7 4 5 9 3 6 10 11 9 5 10 4 12 9 6 12 12 0 11 10 7 0 split_gain=0.231516 1.71053 2.67454 2.50325 2.28746 2.22353 2.82894 2.78878 3.47339 2.21508 2.04521 2.01096 2.03671 1.94889 2.29381 1.85505 1.42445 3.87228 1.86034 1.20584 1.09003 1.06844 2.34819 4.63469 5.18588 3.48108 3.39167 4.40767 3.69221 3.16807 threshold=5.3000000000000016 2.2150000000000012 1.9000000000000001 4.1000000000000005 1.0000000180025095e-35 1.8100000000000005 1.8300000000000005 3.1000000000000005 1.1000000000000003 1.5550000000000008 1.7950000000000002 4.1000000000000005 2.1000000000000005 2.1000000000000005 -1.0000000180025095e-35 1.1666666666666672 4.9000000000000012 1.4250000000000007 -1.1666666666666663 1.3350000000000006 4.700000000000002 5.7000000000000002 1.7000000000000004 2.7000000000000006 1.5000000000000002 475.00000000000006 -0.83333333333333315 -0.33333333333333331 0.70000000000000007 350.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 -4 10 13 20 -9 -5 16 19 -13 14 -7 -6 18 -18 -1 -12 -8 22 26 24 -24 -26 27 29 -29 -2 right_child=21 2 3 9 15 6 7 8 -10 -11 11 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=0.0018650354960308248 -0.0064986413204318758 -0.017511902115774785 0.017101996413641078 -0.023736204185310836 -0.016478766541504486 0.0042836686197870056 0.00016115697222160344 0.023284450440779075 0.0037199361807383471 -0.0019058493853042538 -0.0068351534942012893 -0.01556596087636722 0.001532282996009979 -0.0051192133885605458 0.019107067475082364 0.007487196259676262 0.00057452767749338563 -0.003564625816462305 -0.00017074778222778717 0.011032653990503564 -0.0066638801612121656 -0.0001205423721812457 -0.012908446063457788 -0.0065766968553883009 -0.0010849869654838611 0.0088699508725705728 0.0029935608742059916 0.014678397742761513 -0.0097612690709655142 0.010445886673525169 leaf_weight=452.79201225936413 15.110292017459868 12.702477842569349 8.7872735410928744 6.5374720618128803 5.2156746909022313 18.079396471381187 205.39564380794764 9.1110473722219449 78.812494918704033 11.616268986836074 6.1958723515272123 22.538232326507572 8.6865693628787977 7.1296279728412619 19.55942802131176 6.5661231577396393 444.76273199170828 374.86433798074722 3748.3759203851223 7.5311697125434875 23.466774016618729 2546.2223205696791 18.499139577150345 95.646504739299417 60.746652767062187 65.920760169625282 543.53390418365598 6.1160420775413504 61.565781999379396 28.970271617174149 leaf_count=1337 44 43 37 42 20 54 668 31 238 46 20 67 28 23 59 25 1287 1103 10886 22 84 8208 56 306 182 197 1613 21 181 89 internal_value=1.99312e-07 -0.000120941 -0.00556661 -0.00164812 0.0055177 -6.93421e-05 0.00220358 0.001206 0.0057473 -0.00976733 -0.000231566 -0.00660217 -0.0108093 0.00926258 0.0119868 -0.00312228 -0.000174529 -0.00131855 4.86642e-05 0.0029678 -0.000538659 0.000193004 0.00108392 -0.00144938 0.00192888 0.0040958 0.00201487 -0.00274478 -0.00755279 0.0046375 internal_weight=8921.06 5478.73 51.4253 38.7228 20.5691 5427.3 361.554 316.786 87.9235 18.1537 5065.75 44.9518 31.2248 44.7685 37.6388 11.7818 5020.8 819.627 4201.17 13.727 228.862 3442.33 896.109 240.813 145.167 126.667 655.296 111.762 67.6818 44.0806 internal_count=27017 16120 213 170 82 15907 1157 1021 269 88 14750 137 95 136 113 45 14613 2390 12223 42 752 10897 2689 741 435 379 1948 335 202 133 is_linear=0 shrinkage=0.03 Tree=1411 num_leaves=31 num_cat=0 split_feature=4 2 10 11 11 0 4 5 9 8 2 7 5 8 7 9 11 4 9 11 6 3 4 12 5 9 11 9 4 6 split_gain=0.232626 2.39637 3.47172 2.84639 2.41727 2.53122 1.95191 1.81837 2.5867 2.38167 2.17633 3.38604 3.01163 2.1647 5.29996 3.57466 1.80309 2.89849 2.75669 1.73536 2.64484 1.8124 1.62496 2.25158 3.52666 2.22239 1.59998 1.56563 1.27508 3.50017 threshold=2.0250000000000008 1.7000000000000004 0.33333333333333326 -1.1666666666666663 -0.83333333333333315 575.00000000000011 1.9400000000000006 1.5550000000000008 4.7000000000000002 5.9000000000000012 1.7000000000000004 1.3 1.3750000000000007 5.1000000000000005 1.5000000000000002 4.9000000000000012 -0.83333333333333315 2.1850000000000009 4.3000000000000016 -0.66666666666666663 1.1000000000000003 2.3000000000000003 2.0350000000000006 2.7000000000000006 0.82000000000000028 5.3000000000000016 1.8333333333333337 5.3000000000000016 1.9050000000000002 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 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 -2 -5 -6 28 9 -9 13 12 -12 -11 14 -8 -15 -4 18 -18 20 -10 -21 27 25 -25 -24 -26 -3 -1 -30 right_child=1 22 16 4 5 -7 7 8 19 10 11 -13 -14 15 -16 -17 17 -19 -20 21 -22 -23 23 24 26 -27 -28 -29 29 -31 leaf_value=-1.296765023443772e-05 0.016031154765549598 0.01921134397148682 -0.0025095348227367831 -0.021267125974131267 0.0036400072578898018 -0.010188257409543374 0.0099863483917022582 -0.016551845076282844 0.017336552226645131 0.0070788523660802452 -0.0020357177903339197 0.019301812858471087 -0.015729982752703476 -0.022470496097229634 -0.015285101037019206 0.0027126658333826974 0.022104043601584945 0.025903383477143726 0.00048504677436400769 -0.0096147506822907621 -0.0049021228193891139 0.002861650043833095 -0.023033659401594683 0.028482538296424529 -0.0011464062257439433 0.0015197487651311323 0.0078119193457659303 -0.00073011746918440288 -0.0071863681509032372 0.0061623399331204457 leaf_weight=6587.8567986302078 9.3181715682148916 7.2729069963097555 7.2099909484386435 5.2214619740843764 45.202490344643593 16.176963970065117 19.47434733808041 17.209927305579185 7.9510167092084911 12.225178979337217 11.720562994480135 15.605213657021521 9.0793312788009626 12.365603633224966 12.11539965867996 8.6017041578888875 8.0424549132585543 12.065283514559267 15.614630207419394 40.892920054495335 12.195597559213637 14.089437503367661 7.9680081382393819 3.7643986009061328 359.19348217826337 5.6847216747701168 18.886822249740362 6.9099036529660225 22.474151894450188 82.854267798364162 leaf_count=23344 35 31 28 22 179 80 73 64 29 57 55 77 38 57 55 38 27 45 55 156 44 57 55 19 1755 31 68 27 95 321 internal_value=5.76818e-08 0.000606596 0.00435704 0.000501295 -0.0016715 -4.52399e-06 -4.6492e-05 -0.00301673 -0.00606086 -0.0002388 0.00454597 0.0101497 -0.00264158 -0.00466608 0.000294162 -0.0121393 0.0111753 0.0139374 0.00783463 -0.00365767 0.00387454 -0.00641763 -0.000481438 -0.000839229 -0.000411213 -0.0128101 -0.000698897 0.00949581 3.93893e-05 0.0033141 internal_weight=7415.24 528.532 118.851 75.9191 66.6009 61.3795 6886.71 193.526 92.3389 101.187 48.6303 27.3258 21.3045 52.5571 31.5897 20.9673 42.9324 35.7224 23.6571 75.129 20.1466 54.9824 409.68 395.497 381.845 13.6527 378.08 14.1828 6693.19 105.328 internal_count=27017 2457 471 316 281 259 24560 800 350 450 227 132 95 223 128 95 155 127 82 286 73 213 1986 1928 1842 86 1823 58 23760 416 is_linear=0 shrinkage=0.03 Tree=1412 num_leaves=20 num_cat=0 split_feature=4 8 10 3 9 12 12 4 9 10 6 8 8 13 9 8 4 5 10 split_gain=0.236095 0.772682 0.812633 0.807308 1.16263 0.592588 0.438131 0.304669 0.721392 1.30251 0.652718 0.3282 1.45921 1.63446 0.806149 0.664842 0.56626 0.249229 0.220283 threshold=2.7150000000000003 8.5000000000000018 -0.83333333333333315 1.9000000000000001 5.1000000000000005 4.1000000000000005 6.5000000000000009 2.5850000000000013 5.1000000000000005 1.1666666666666672 0.70000000000000007 9.3000000000000025 9.9000000000000021 2.7000000000000006 5.5000000000000009 9.1000000000000014 2.5350000000000006 1.7950000000000002 -0.49999999999999994 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 4 5 -4 7 11 9 18 -10 15 14 -14 -13 16 -1 -3 -9 right_child=1 17 3 -5 -6 -7 -8 8 10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 leaf_value=1.7837898579996242e-06 -0.014751604095841151 -0.0066033429456252637 0.015163453646562393 0.010747660043678917 -0.021884288718700306 -0.0074948394854351891 0.0080101343218341708 -0.0074736380226826903 0.016419629653683571 0.013196081458305068 0.0023294302635088505 -0.02340282746313627 -0.0050778431928484111 0.017373886090051641 -0.004855248347577455 0.0087781592527330608 -0.0083500372912947308 -0.022277671736488758 -0.021833832282815092 leaf_weight=7679.3843525741249 2.874135626479986 1.5944380909204476 2.2844137959182245 6.1067443713545799 2.2478638328611851 1.9051958266645668 6.1529467925429335 1.7929313927888872 4.9935436546802503 2.336958259344101 7.2620497457683086 3.9023329783231038 8.5073222480714303 4.4418732076883307 4.5893900878727436 7.7621646560728541 7.3132331967353812 2.136152982711792 2.0729394853115108 leaf_count=26476 29 31 22 31 31 27 26 20 26 12 38 27 37 18 25 34 62 21 24 internal_value=-2.84233e-07 -0.00332731 -0.000363031 0.00293368 -0.00447884 0.00485975 7.94636e-06 1.58035e-06 0.00385121 -0.00448525 0.00807048 -7.62897e-06 -0.00371414 0.00262362 -0.0133787 2.69937e-06 -6.16225e-06 -0.0155785 -0.0151738 internal_weight=7759.66 19.1489 15.4184 12.5442 6.43747 4.18961 7740.51 7734.36 18.4584 6.20283 12.2556 7715.9 21.4409 12.9492 8.49172 7694.46 7686.7 3.73059 3.86587 internal_count=27017 192 140 111 80 49 26825 26799 120 56 64 26679 107 55 52 26572 26538 52 44 is_linear=0 shrinkage=0.03 Tree=1413 num_leaves=31 num_cat=0 split_feature=5 5 11 7 0 12 2 4 11 12 8 11 13 5 10 8 13 3 9 5 7 6 10 4 11 0 4 3 5 12 split_gain=0.235224 1.72003 1.88733 2.19842 1.93251 2.54527 1.53055 1.53709 1.2743 2.70278 1.97457 1.28179 1.3963 1.59303 1.57112 1.37294 1.13009 0.862976 0.744796 0.743014 1.92369 1.52226 2.46255 0.852994 0.704697 0.544802 1.87313 3.58643 2.0769 0.642231 threshold=2.1250000000000009 2.1550000000000011 -1.1666666666666663 1.1000000000000003 350.00000000000006 3.7000000000000006 1.3 1.5550000000000008 2.1666666666666674 4.5000000000000009 5.5000000000000009 1.8333333333333337 1.3000000000000003 2.1850000000000009 -0.83333333333333315 5.7000000000000002 3.3000000000000007 3.5000000000000004 6.3000000000000016 2.0250000000000008 0.50000000000000011 2.5000000000000004 -0.49999999999999994 1.5950000000000004 -0.66666666666666663 875.00000000000011 1.4250000000000005 1.1000000000000003 1.4950000000000008 4.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 -2 4 -4 -6 16 -8 11 18 -11 12 14 -14 -3 -13 -5 19 -10 25 23 22 -22 24 -21 29 27 -27 -28 -1 right_child=1 8 3 6 5 -7 7 -9 9 10 -12 15 13 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=5.3578057336391932e-06 0.018479506768620917 0.017195824697839774 0.010803314399891611 -0.0046165542058159027 -0.021020486142210953 0.0035930098086525814 0.026986629243877035 0.0071841564675924219 0.010040638816420949 -0.013674273697772738 0.0087005939309646313 -0.020254018708529688 -0.006099713418677293 3.6728923312919534e-05 0.0021535555491893651 0.00022453381594685591 0.011303471696494946 0.010245146218342884 0.025514764566063691 -0.0067588279192786265 -0.0075388441737737231 0.012378218019668612 0.00058808039865482459 -0.003765309475260519 -0.023398808831176517 -0.02217596441198753 -6.7858526994142172e-05 0.004167614372719973 0.0062112962275106525 -0.0015320838918591172 leaf_weight=7730.4655493125319 8.504985496401785 8.0561610758304578 5.5777875185012844 9.6001786887645775 8.3190584778785688 6.9319135695695868 6.0239101350307456 8.5136612206697446 5.7869147695601004 6.9076596461236459 7.3021429553627968 5.9759969338774663 42.974767692387104 333.89727686904371 27.861403774470091 5.8119693025946617 6.8953228294849387 7.3389478623867026 5.42259731143713 3.6391344591975221 45.252499639987946 7.4005796611309043 129.8311812877655 7.4398884475231162 6.1809888035058984 8.394564628601076 124.88044695183635 10.429881423711775 76.419934421777725 252.52002394199371 leaf_count=22546 31 27 20 31 33 25 18 30 21 41 27 30 164 1382 107 21 21 27 21 23 159 28 456 31 37 25 519 30 259 827 internal_value=2.3259e-07 0.000625591 0.00538064 0.00323252 -0.00430682 -0.00983309 0.00829276 0.0153897 -1.22962e-05 0.00651223 -0.00217626 -0.000402917 -0.000124365 -0.00066301 0.00552747 -0.0101572 0.00203821 -3.77166e-05 0.0175262 -4.66975e-05 -0.00185453 -0.000949092 -0.00151242 -0.0114274 -0.0172324 -2.67712e-06 0.00146963 -0.00758003 0.00231591 -4.3275e-05 internal_weight=8920.56 510.364 60.3668 51.8618 20.8288 15.251 31.0331 14.5376 449.997 25.4193 14.2098 424.578 412.79 376.872 35.9176 11.788 16.4955 8410.19 11.2095 8402.85 199.744 182.484 175.084 17.26 9.82012 8203.11 220.125 18.8244 201.3 7982.99 internal_count=27017 2050 209 178 78 58 100 48 1841 110 68 1731 1680 1546 134 51 52 24967 42 24940 734 643 615 91 60 24206 833 55 778 23373 is_linear=0 shrinkage=0.03 Tree=1414 num_leaves=27 num_cat=0 split_feature=2 5 5 7 13 5 11 10 11 4 7 6 9 9 8 5 5 7 13 6 10 9 5 4 8 6 split_gain=0.229264 1.55322 1.6435 2.23297 1.62665 1.28737 3.23099 2.06504 2.83925 1.96356 0.673086 0.318528 2.00912 1.90159 2.36654 1.35996 2.67939 2.33212 6.09447 2.64346 1.43239 1.1857 1.12521 3.16411 2.82579 0.734375 threshold=0.3000000000000001 1.0550000000000006 1.9750000000000003 1.1000000000000003 2.9000000000000008 1.6100000000000005 -0.83333333333333315 -0.49999999999999994 -0.83333333333333315 0.93000000000000027 1.3 1.3 9.9000000000000021 9.7000000000000011 5.1000000000000005 0.81000000000000016 0.8450000000000002 1.5000000000000002 2.3000000000000007 0.70000000000000007 -1.1666666666666663 9.3000000000000025 1.6850000000000005 0.99000000000000021 7.3000000000000016 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 -4 -1 7 -7 10 -9 -8 -3 12 15 21 -15 17 25 18 -2 -19 -18 22 24 -24 -13 -17 right_child=11 2 3 -5 -6 6 9 8 -10 -11 -12 13 -14 14 -16 16 20 19 -20 -21 -22 -23 23 -25 -26 -27 leaf_value=0.0046966533581212335 0.0029104825801193686 0.0033037336360225707 -0.0198566877017867 0.0079485379472590736 -0.016142435546138867 0.02463851173726175 0.017333927567067149 -0.019257472375222118 0.00067729923175051301 -0.0018796893996585445 0.012894782972922578 -5.6797761031396571e-05 0.013485340182867024 -0.0013436528309343488 -0.025746324585391184 -0.015934241056600136 -0.0016227598365100315 -0.019305336142340035 0.033220781588009188 0.0030046879895622236 0.00034812907773984042 0.011107109468973255 -0.0063719248745383638 -0.00052222967315926913 0.0052889104920771238 -0.0030933829344343736 leaf_weight=5.4605829864740363 25.977058380842209 12.984783142805101 6.5749685093760473 4.2989926151931286 8.810357414185999 8.2073497623205167 6.4078377038240459 7.461009368300437 46.541630357503891 18.926025584340096 13.362133502960203 2694.3636584319174 10.194373138248919 9.1729997619986516 5.8626165762543669 11.713355861604215 373.60946749523282 6.0941996388137367 7.7519647404551497 22.162850260734558 2971.3324363231659 8.3745763301849347 91.304743625223637 939.85369672253728 92.036138504743576 6.0937406644225112 leaf_count=19 100 42 36 18 36 26 22 27 153 64 42 9332 37 36 27 49 1457 38 26 97 11014 34 345 3520 397 23 internal_value=1.16282e-07 0.00120686 0.00227926 -0.00886396 -0.00816864 0.00334318 0.00827981 0.00128243 -0.00207689 0.00298012 0.00816794 -2.29435e-05 0.000186957 -0.000210655 -0.0108586 0.000147372 6.62063e-05 0.0045506 0.00987672 -0.00180692 0.000127993 -0.000168809 -0.000193545 -0.0010402 0.000119774 -0.01154 internal_weight=7414.93 139.036 124.765 10.874 14.2709 113.891 33.5412 80.3496 54.0026 25.3339 26.3469 7275.9 3434.93 3840.97 15.0356 3424.74 3362.75 61.9861 33.729 28.257 3344.94 3825.93 3817.56 1031.16 2786.4 17.8071 internal_count=27017 485 430 54 55 376 112 264 180 86 84 26532 12841 13691 63 12804 12543 261 126 135 12471 13628 13594 3865 9729 72 is_linear=0 shrinkage=0.03 Tree=1415 num_leaves=31 num_cat=0 split_feature=9 11 5 11 9 4 8 7 13 5 4 9 3 2 6 9 11 12 10 0 6 10 5 0 5 3 0 11 4 13 split_gain=0.234092 2.45543 2.81325 1.75047 2.18868 2.3679 1.63741 1.56971 1.49565 1.44235 2.01237 2.64179 2.02442 1.94729 1.6933 1.63826 2.32723 2.1132 2.11219 1.65917 1.10168 0.706805 0.668021 2.99734 2.70174 1.77801 2.01116 1.96501 1.41566 0.900607 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 8.3000000000000025 1.7850000000000004 6.1000000000000005 0.90000000000000013 3.1000000000000005 1.8750000000000002 1.195000000000001 8.9000000000000021 1.7000000000000004 0.70000000000000007 1.3 9.1000000000000014 -0.33333333333333331 3.9000000000000008 1.0000000180025095e-35 200.00000000000003 1.1000000000000003 0.83333333333333337 2.1050000000000009 925.00000000000011 2.1150000000000007 1.3 475.00000000000006 -0.83333333333333315 1.3450000000000006 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 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 9 -3 6 7 -6 8 -5 -4 10 13 12 -12 -2 -15 17 18 19 -17 -11 -8 -19 29 24 28 26 -26 -27 -24 -1 right_child=1 2 3 4 5 -7 20 -9 -10 15 11 -13 -14 14 -16 16 -18 21 -20 -21 -22 -23 23 -25 25 27 -28 -29 -30 -31 leaf_value=0.0046533120405416982 -0.0092545228418856127 -0.010187038685729644 0.017138429562611131 0.020540303647700601 -0.0069537505635401606 0.0084661854736221287 0.0099403081248941993 0.0043880772152808736 0.0016611973409210849 -0.0060785221465452111 -0.014329203051598344 0.0093600214406764463 0.0030572000969576194 -0.0025763745507320283 0.017140317800527494 -0.018260391426159997 0.0055010606042161549 -0.0012375012185369537 0.00064251830765943842 0.0079642204008880044 -0.0061223174346357002 -0.012235138274412419 -0.021911677565771226 -0.020299141935911338 -0.0046171613557909304 0.0032847516516199067 0.015341377151336493 -0.0016097589716951933 -0.0054424829814360733 1.9822460109550531e-05 leaf_weight=37.962892735376954 8.573710650205614 11.367973715066908 25.133950993418694 7.6596592217683819 27.816284015774727 13.22348942607641 7.572012245655058 18.477890245616436 7.2374489977955809 8.8606645762920362 33.258237898349762 6.5446837544441214 7.3613789379596701 6.9906743317842475 8.9253324866294843 13.305235475301744 12.462335571646689 19.637202709913257 8.8645285665988904 52.079659409821033 7.8032882809638977 7.1834538578987113 7.4901531040668514 7.1814142763614646 6.9697283357381847 90.16702625900507 13.055500209331511 407.2470769956708 12.59832803159952 6856.3883212981746 leaf_count=141 25 38 79 25 84 43 26 57 22 25 117 22 21 21 25 42 40 65 28 161 24 24 21 41 24 291 42 1254 39 24150 internal_value=-3.78519e-07 0.000793684 0.0040494 0.00545763 0.00233619 -0.00198527 0.00984933 0.00912152 0.0136781 -0.00132524 -0.00470558 -0.00832834 -0.0111783 0.00227144 0.0084803 0.000653758 -0.00487141 0.00283409 -0.0107021 0.00592242 0.00178819 -0.00418303 -3.45723e-05 -0.00104597 -0.000788745 -0.000369675 0.00839486 -0.000722523 -0.0115832 4.53362e-05 internal_weight=7759.4 320.339 126.292 114.924 67.1773 41.0398 47.7467 26.1375 32.3714 194.047 71.654 47.1643 40.6196 24.4897 15.916 122.393 34.6321 87.761 22.1698 60.9403 15.3753 26.8207 7439.06 544.709 537.528 517.439 20.0252 497.414 20.0885 6894.35 internal_count=27017 1014 398 360 209 127 151 82 101 616 231 160 138 71 46 385 110 275 70 186 50 89 26003 1712 1671 1611 66 1545 60 24291 is_linear=0 shrinkage=0.03 Tree=1416 num_leaves=31 num_cat=0 split_feature=11 3 0 3 7 5 4 3 5 6 3 13 13 4 0 5 12 5 4 4 8 2 9 5 4 10 9 11 5 3 split_gain=0.231634 1.74952 3.39184 5.80038 3.45257 2.73933 4.20425 2.51685 2.99329 3.24136 3.39686 2.91908 2.60985 2.46511 2.42943 2.07123 2.02327 1.94182 1.6681 0.942638 0.464085 2.76695 2.38055 2.13323 1.94635 1.93624 3.87142 2.48504 2.56032 2.37929 threshold=-1.4999999999999996 1.3 575.00000000000011 1.1000000000000003 0.90000000000000013 1.3450000000000006 1.1050000000000006 2.1000000000000005 1.7800000000000005 0.70000000000000007 2.5000000000000004 4.1000000000000005 1.7000000000000004 1.5650000000000008 575.00000000000011 1.2950000000000006 2.3000000000000007 1.2250000000000008 1.2750000000000006 1.2350000000000005 4.1000000000000005 0.50000000000000011 8.5000000000000018 2.3550000000000009 0.68500000000000016 -1.0000000180025095e-35 5.3000000000000016 1.5000000000000004 1.4950000000000008 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 15 16 17 -7 11 13 -10 -11 12 18 19 -14 -4 -1 -6 -3 -9 21 25 24 -24 -23 27 29 28 -2 -27 right_child=20 7 3 -5 5 6 -8 8 9 10 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0039290100811340241 0.0035271483567909491 -0.026924728244805157 -0.0053998160682418566 0.012607520427184484 0.0070642647332939236 -0.0090751654002114608 0.016801580562649271 0.013300561467229152 0.020031132443868737 0.0061790594063734425 -0.01184040157920206 -0.016963224690813301 -0.0020689631056376918 0.0019570079356065776 0.0073046666647096706 -0.028334606756220987 -0.01330363051186674 -0.0053303774740330653 -0.0069200925033924771 0.029362592945636454 0.00010725456602724447 -0.0080309834292452715 0.013330446624192905 -0.0083504701403133066 -0.00066509043195965643 0.0016272525583281457 -0.010061670916625494 -0.011625812422700384 0.013860103371057529 0.019496911352584408 leaf_weight=12.143801569938661 60.480100825428963 4.6836984232068088 6.1036332473158845 8.386237159371376 35.56326399743557 6.5883228778839102 39.71134889125824 6.4889838695526141 6.008226513862609 17.205221779644489 20.795333113521338 11.864632882177828 123.27949648350477 10.516644090414045 31.178030461072922 8.4503339976072294 12.386016488075255 16.726085960865021 18.848391622304916 6.6670776754617691 6090.4616462569684 32.769597947597504 19.038293436169628 5.1999418567866078 2187.2684784149751 48.061993584036827 25.111119121313095 6.7534475773572913 33.556045338511467 7.7932790890336028 leaf_count=36 178 18 19 28 102 20 114 22 22 64 107 37 380 31 97 28 36 47 60 20 18331 111 65 32 6613 143 90 26 113 27 internal_value=7.64669e-07 0.00070302 0.0033258 -0.00726522 0.00529918 0.00780508 0.0131194 -0.000784468 0.00418267 -0.000444489 -0.00368187 -0.00255521 -0.00159479 0.0127848 -0.000176849 -0.0187162 -0.00477239 0.00309952 -0.0109017 0.0214403 -3.25151e-05 -0.000383401 -0.000671725 0.00867914 -0.000773817 0.00317674 -0.000277966 0.00595199 0.00721438 0.00412054 internal_weight=8920.09 403.595 146.059 22.9402 123.119 98.589 46.2997 257.536 67.6815 44.0088 38.0006 189.854 177.99 23.6727 154.458 14.554 24.5298 52.2893 23.5321 13.1561 8516.49 2426.03 2244.28 24.2382 2220.04 181.756 80.9664 100.79 94.0361 55.8553 internal_count=27017 1288 430 75 355 283 134 858 266 193 171 592 555 73 477 47 72 149 78 42 25729 7398 6821 97 6724 577 260 317 291 170 is_linear=0 shrinkage=0.03 Tree=1417 num_leaves=31 num_cat=0 split_feature=4 10 6 6 4 11 11 5 8 4 0 3 4 4 9 8 10 4 10 7 13 4 8 11 5 13 13 8 4 5 split_gain=0.232103 2.4705 2.49911 2.50764 3.5474 3.06517 1.96341 1.90505 1.83126 2.62313 1.77236 2.24 1.62782 1.19664 1.10164 0.578287 0.884923 0.843542 3.58805 3.95231 3.53353 2.68734 2.82144 2.35883 2.31107 1.66256 3.63289 1.5498 1.09378 1.9054 threshold=0.80000000000000038 1.0000000180025095e-35 0.70000000000000007 1.3 0.77500000000000036 0.50000000000000022 0.83333333333333337 1.8900000000000006 3.3000000000000003 0.75500000000000023 350.00000000000006 1.3 0.61500000000000021 0.75500000000000023 4.7000000000000002 1.7000000000000004 -0.33333333333333331 0.91000000000000036 -1.0000000180025095e-35 1.9000000000000001 2.9000000000000008 0.93000000000000027 4.9000000000000012 1.0000000180025095e-35 1.3850000000000005 3.3000000000000007 3.5000000000000004 2.7000000000000006 0.94500000000000017 1.0950000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 10 7 -6 8 -5 9 12 11 -4 -3 -12 -10 16 -2 18 25 20 -20 22 24 -21 -19 27 -27 -17 29 -23 right_child=15 6 3 4 5 -7 -8 -9 14 -11 13 -13 -14 -15 -16 17 -18 21 19 23 -22 28 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.014346845220514534 0.012863214428669492 0.0025844804710815567 -0.012855956143822653 -0.0058554982542467762 0.0025763568236446435 0.027810305837575055 0.017660246361331563 0.012299699140958765 -0.010217950840274704 -0.0056598934745571879 -0.010346514885270502 0.013612730193083646 0.021264125046958807 -0.026683062530548106 0.0044300291792296323 -0.011549493031818223 -0.0013710787515045849 0.015372562678338848 -0.0034996294034714223 -0.0030850321362741206 -0.01487319297252049 -0.020930540945495076 -0.0095382763712799946 0.015926532405192796 0.0028541419974917152 0.025676642929070438 0.0023586353121504656 0.0012105631136317754 -6.3491864771074987e-06 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0.00624404 0.00589702 0.00884143 0.0020293 0.00752414 -0.000285315 -3.24029e-05 -0.00548889 internal_weight=7414.59 165.521 109.256 100.996 71.9194 19.2467 56.2648 52.6727 45.3788 26.6582 29.0769 11.6787 18.5099 17.3982 18.7206 7249.07 15.7232 7233.35 246.866 129.218 105.652 6986.48 61.9448 23.5659 53.1909 117.649 34.8694 82.7793 6924.53 32.9062 internal_count=27017 587 400 371 260 64 187 196 154 89 111 45 60 66 65 26430 48 26382 865 454 374 25517 208 80 175 411 118 293 25309 118 is_linear=0 shrinkage=0.03 Tree=1418 num_leaves=30 num_cat=0 split_feature=4 8 5 8 12 6 7 8 9 13 0 0 13 4 6 8 13 8 5 10 0 5 13 6 8 9 5 6 12 split_gain=0.235572 1.73324 1.54158 1.47632 2.53342 2.19454 3.23144 1.86544 1.76085 2.2211 1.36065 1.635 1.20482 1.17714 3.20618 2.94051 5.80968 2.85499 2.26093 2.75887 2.01934 2.99092 2.94255 1.64661 1.64615 1.42233 2.76391 1.423 1.18889 threshold=1.3350000000000006 7.7000000000000002 1.3750000000000007 6.9000000000000012 1.7000000000000004 0.90000000000000013 1.7000000000000004 6.3000000000000016 7.7000000000000002 1.9000000000000001 725.00000000000011 925.00000000000011 3.7000000000000006 1.3750000000000007 2.3000000000000003 5.1000000000000005 4.1000000000000005 3.3000000000000003 1.5350000000000008 1.0000000180025095e-35 575.00000000000011 0.91000000000000036 3.3000000000000007 3.1000000000000005 2.1000000000000005 3.1000000000000005 1.3950000000000007 2.5000000000000004 2.3000000000000007 decision_type=2 2 2 2 2 2 2 2 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 7 -5 -6 -7 10 9 -9 12 -12 -1 14 17 16 -16 18 19 -2 21 -19 -22 24 -15 26 -26 -27 -25 right_child=13 2 -4 4 5 6 -8 8 -10 -11 11 -13 -14 23 15 -17 -18 20 -20 -21 22 -23 -24 28 25 27 -28 -29 -30 leaf_value=0.00020504744053659793 0.0086404629779749057 0.0017628529822808709 -0.017485801169085206 0.017247895326901616 0.015919913270259007 -0.0085464406668587234 0.014534353616918157 0.0080656561674415459 -0.018124993124299306 -0.0049832446025451548 -0.016552332230240756 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22 31 37 24 67 24 45 22 271 41 26 1703 27 33 36 27 41 35 43 126 795 22 19 829 13485 204 382 29 internal_value=-1.07382e-06 -0.00018486 -0.0100899 -0.000139472 0.00511766 0.00115345 -0.00258931 -0.000212646 -0.00420384 -0.0030903 -8.91631e-05 -0.00894831 -4.73302e-05 0.00014761 0.00176091 0.0108064 0.0177329 0.000902817 -0.0069774 -0.00188435 0.00186311 0.000815937 0.00759725 -5.50045e-06 -4.41814e-05 -7.39572e-05 -0.00244866 6.4523e-05 0.00977507 internal_weight=7758.72 3469.78 15.827 3453.95 47.4159 35.737 28.5106 3406.54 102.232 94.6598 3304.31 15.5296 3288.78 4288.94 371.762 32.2109 20.3361 339.551 36.8834 25.0878 302.668 255.929 46.7381 3917.18 3901.75 3892.66 214.491 3678.17 15.4309 internal_count=27017 10844 53 10791 152 115 91 10639 338 316 10301 67 10234 16173 1198 96 60 1102 118 83 984 836 148 14975 14927 14900 1033 13867 48 is_linear=0 shrinkage=0.03 Tree=1419 num_leaves=31 num_cat=0 split_feature=12 2 4 3 4 4 10 2 5 5 0 2 0 10 9 5 5 3 8 8 10 2 7 4 8 4 10 11 7 10 split_gain=0.231284 1.19349 1.57851 1.84137 1.16954 1.74052 1.0551 1.01207 3.42727 4.09992 3.84513 2.77482 2.27036 1.33353 1.45779 1.28484 1.51583 1.30386 0.868817 2.63627 3.60113 4.08058 2.45294 3.00362 3.25068 2.79822 2.35044 2.87387 2.63417 1.90302 threshold=2.5000000000000004 0.50000000000000011 1.2150000000000005 2.7000000000000006 1.0250000000000006 0.93000000000000027 -2.4999999999999991 1.7000000000000004 1.3150000000000006 0.78500000000000025 200.00000000000003 1.9000000000000001 475.00000000000006 1.8333333333333339 4.3000000000000016 2.3150000000000008 2.245000000000001 1.5000000000000002 6.9000000000000012 5.7000000000000002 -0.99999999999999978 0.70000000000000007 1.9000000000000001 1.2450000000000008 7.1000000000000005 2.1150000000000007 -0.99999999999999978 1.5000000000000004 2.3000000000000003 -2.1666666666666656 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 5 -2 -1 13 9 -9 -10 -11 -12 15 -15 16 -8 -17 19 26 29 -22 23 -20 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8.3197343200445157 8.9783416390418989 62.057850956916809 9.9821911454200762 17.64997810125351 14.427388042211531 8.9509778916835803 12.190166696906088 7.2509455829858762 6.8188905119895926 7.6328150629997253 7.0047553926706305 19.210068881511688 14.145350113511084 761.94936591945589 43.34813467413187 78.677418179810047 361.53416253626347 28.861606076359749 2453.8888731487095 41.180894561111927 153.01635625958443 174.75499926507473 leaf_count=29 23 1755 62 39 35 22 11477 32 25 183 28 57 43 25 35 25 24 35 21 61 46 2350 145 254 1205 136 7726 133 444 542 internal_value=6.67957e-07 0.000143842 -0.00517683 -0.00109739 0.00282367 -0.00368754 -0.000162327 -0.000138805 -0.00283753 -0.00594169 0.00534662 -0.00803341 0.0115211 -5.76912e-05 -0.00757253 -1.81556e-05 1.4552e-05 -0.00881615 0.000186356 4.29361e-05 -0.00132812 -0.000414336 0.00134368 0.000515277 0.000205142 0.00647423 0.0004558 0.00212483 6.23601e-05 -0.00498438 internal_weight=8919.68 4748.56 37.642 26.1232 21.0272 11.385 4171.12 4161.01 121.415 88.0276 33.3879 79.7078 24.4096 4039.6 21.1411 4018.46 4003.57 14.8838 4710.91 4191.49 970.06 776.095 519.426 447.216 440.212 72.2097 3221.43 614.523 2606.91 193.965 internal_count=27017 14999 181 119 80 45 12018 11989 368 272 96 240 71 11621 60 11561 11501 60 14818 13057 2999 2396 1761 1480 1459 281 10058 1888 8170 603 is_linear=0 shrinkage=0.03 Tree=1420 num_leaves=30 num_cat=0 split_feature=10 4 3 5 5 7 8 11 5 5 6 0 5 0 5 10 0 5 9 6 10 5 5 6 11 5 5 12 7 split_gain=0.23124 3.66972 1.61342 1.55079 3.6175 2.98134 3.16683 4.77409 2.73946 2.60559 2.85434 2.56801 4.66061 2.92651 2.55047 1.75747 0.811498 0.794214 0.731399 2.28618 2.51192 1.78177 0.95512 1.96055 2.6508 1.38543 1.88706 1.18867 0.746179 threshold=0.83333333333333337 0.83000000000000029 1.3 1.0550000000000006 1.2050000000000007 0.90000000000000013 6.7000000000000002 -1.0000000180025095e-35 1.0450000000000006 1.4850000000000008 1.1000000000000003 200.00000000000003 1.1450000000000007 575.00000000000011 1.6250000000000002 1.5000000000000004 475.00000000000006 3.1450000000000005 8.3000000000000025 2.3000000000000003 -1.4999999999999996 2.7350000000000008 2.5350000000000006 0.70000000000000007 -0.66666666666666663 2.4850000000000008 2.5050000000000012 4.5000000000000009 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 -2 5 11 15 8 -8 -7 10 -6 12 -5 -13 -11 16 -3 18 22 20 -20 -22 25 -24 -25 27 -27 -1 -21 right_child=1 3 -4 4 9 6 7 -9 -10 14 -12 13 -14 -15 -16 -17 -18 -19 19 28 21 -23 23 24 -26 26 -28 -29 -30 leaf_value=-2.1908674670152032e-05 0.025170586973612068 -0.020113934727619062 0.0055192201474363201 -0.0094814553169179864 -0.0019613657304506428 0.0016687926155294134 -9.8844255264830369e-05 0.042467991940224832 0.022672590618822416 -0.0046392039558989621 0.003752303379576149 -0.010445663964733507 0.01143122781023182 0.0010540518910142199 -0.00023422001786901122 0.0053280323618244444 -0.0052889381124813992 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0.0142608 -0.000559416 -0.000924614 0.0025912 0.00458527 0.0211272 0.0029625 -0.000240367 0.00180796 -0.00530181 0.001364 -0.00766124 -0.00145819 -0.008088 -0.0140347 7.49487e-05 8.51163e-05 0.00238688 0.00117331 -7.67141e-05 3.8844e-05 -0.00410288 -0.00626293 7.31009e-05 0.00950681 5.11046e-05 0.0163074 internal_weight=7414.17 1228.26 15.2259 1213.03 1087.03 126.001 106.176 9.48536 96.6902 940.077 350.52 146.953 38.4173 108.536 589.558 19.8256 13.7368 6185.92 6180.39 121.796 112.029 103.978 6058.59 49.7005 43.9275 6008.89 13.9782 5994.91 9.76652 internal_count=27017 4529 51 4478 4003 475 399 42 357 3445 1285 558 134 424 2160 76 54 22488 22461 483 441 410 21978 257 233 21721 64 21657 42 is_linear=0 shrinkage=0.03 Tree=1421 num_leaves=31 num_cat=0 split_feature=13 6 5 5 5 8 5 10 8 7 4 8 5 2 5 5 2 10 5 0 0 0 10 4 4 11 11 5 7 2 split_gain=0.235289 1.44577 3.02369 1.66255 4.90373 4.16267 3.06166 1.48623 1.97088 3.37141 2.59334 2.10586 4.02435 2.88558 1.59377 2.6906 5.31699 2.43446 2.1252 3.97238 1.54464 1.30131 1.1684 0.851552 2.56767 3.84898 3.238 3.3098 2.80549 2.71911 threshold=2.3000000000000007 1.5000000000000002 2.3950000000000009 1.1550000000000007 1.2950000000000006 5.1000000000000005 1.3750000000000007 -1.0000000180025095e-35 4.1000000000000005 1.5000000000000002 1.7750000000000004 4.3000000000000016 1.4850000000000008 1.1000000000000003 1.8450000000000004 1.7800000000000005 1.1000000000000003 -0.33333333333333331 1.8850000000000005 475.00000000000006 575.00000000000011 350.00000000000006 -1.0000000180025095e-35 1.5450000000000006 1.6000000000000008 0.50000000000000022 -1.1666666666666663 1.5250000000000006 1.5000000000000002 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 22 5 -5 -6 14 9 10 -9 12 -10 -13 15 17 -17 -1 19 -16 -20 -11 -3 -2 25 26 29 -28 -27 -25 right_child=23 2 -4 4 6 -7 -8 8 11 21 -12 13 -14 -15 18 16 -18 -19 20 -21 -22 -23 -24 24 -26 28 27 -29 -30 -31 leaf_value=0.00043027724988105222 0.00035768446499914004 -0.022243594546546085 0.013067590992935538 -0.0041782873370188947 -0.019793100644176082 0.027078047784559512 -0.0032868003547910593 -0.0024985985127376452 0.01167001413313342 -0.002516735681511716 0.0099274674283307725 0.0020698006584287804 -0.0018167355697601892 -0.0016432181094163088 -0.019966117049769493 0.020550208747191313 -0.0012680290634032808 0.005717504706726992 0.0010294491914588065 0.0040120794624895172 -0.0046862016611349229 -0.020955506574727278 -0.0064534464407295872 0.0040345979601761053 8.2674025561248703e-05 -0.0031050817890794767 -0.0027593180856451864 0.006051068839345611 -0.014349626354610118 -0.016004496191133831 leaf_weight=638.24797859229147 3725.0413747392595 6.8203241825103786 10.103799089789389 6.9137014746665946 11.034925431013106 8.6108974069356901 121.11554900556803 337.54440507292747 38.428667571395636 4.8271140605211285 15.824588179588316 281.33140049129725 41.326230317354202 570.10580533649772 14.226476088166239 19.05479770898819 21.277152962982655 89.349315356463194 178.93003728985786 11.046247392892836 55.832116786390543 12.029024481773375 11.051851034164427 8.6969501227140444 1261.0836396277882 40.36343265324831 92.700732991099358 65.484197020530701 39.523572467267513 20.362944886088371 leaf_count=2396 11846 27 43 22 34 29 361 1055 139 18 65 897 126 2345 43 54 73 319 536 37 203 50 39 28 5315 128 359 203 154 73 internal_value=-1.04785e-06 -0.000240295 -0.00286487 -0.00383727 -0.00279139 0.0131584 -0.00466512 -4.23839e-05 -0.000715863 -0.00256739 -0.00194213 2.02708e-05 0.00468165 -0.000416365 0.000810251 0.00149764 0.00903998 0.00107955 -0.00121972 -0.00948568 -0.000329871 -0.0156752 -0.0124792 0.000113038 -0.000483291 -0.00315512 -0.000802967 0.000887939 -0.00866825 -0.0100073 internal_weight=7758.29 2505.03 175.651 165.547 147.675 15.5246 132.15 2329.38 1301.42 370.225 353.369 931.192 79.7549 851.437 1027.96 767.929 40.332 727.597 260.035 25.2727 234.762 16.8561 17.8722 5253.26 1528.22 267.132 187.245 158.185 79.887 29.0599 internal_count=27017 8911 555 512 446 51 395 8356 4695 1188 1120 3507 265 3242 3661 2842 127 2715 819 80 739 68 66 18106 6260 945 663 562 282 101 is_linear=0 shrinkage=0.03 Tree=1422 num_leaves=18 num_cat=0 split_feature=13 6 11 5 5 3 11 11 2 4 6 0 9 9 5 9 5 split_gain=0.225843 0.247472 1.17726 0.255979 1.59859 2.02651 2.80608 1.50077 3.23455 3.32847 2.94543 2.29149 3.21392 1.44041 0.573729 4.55437 0.976515 threshold=6.1000000000000005 3.5000000000000004 1.0000000180025095e-35 0.90500000000000014 0.92500000000000027 0.50000000000000011 -0.83333333333333315 -0.66666666666666663 1.9000000000000001 2.0950000000000011 1.3 575.00000000000011 3.1000000000000005 4.1000000000000005 0.99000000000000021 3.1000000000000005 1.0050000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 7 5 -5 -7 11 10 -10 -9 12 -1 -13 15 -6 -16 right_child=-2 2 -4 4 14 6 -8 8 9 -11 -12 13 -14 -15 16 -17 -18 leaf_value=0.0038266338424927846 0.005046194727782621 -0.015078523749744152 0.0035479899219822007 -0.017051018899058884 0.0091576800111312501 -0.018285365514324158 0.00093018868988250332 -0.0030212337232865399 0.015849429125856521 -0.0080794623493583 0.0036265595091838319 0.00056894340969266524 -0.0077757739975575701 0.018283006152167665 -0.0045393454341880824 -0.00057145592788860548 -1.9660766114955615e-05 leaf_weight=32.157338127493858 7.9766261726617804 5.2343033626675588 7.3310567289590836 10.312870800495146 53.997353851795197 8.268051862716673 39.591222211718559 105.08754769712687 25.38833570480347 6.5895929783582678 139.7584852129221 9.8065504878759402 64.758364707231522 7.138851970434188 43.252218030393124 218.65428089350462 8134.1699343286455 leaf_count=95 25 22 25 30 161 24 113 313 96 27 396 33 184 26 126 633 24688 internal_value=5.06607e-07 -4.00976e-06 -0.00421118 1.93081e-06 -3.25477e-05 -0.00498868 -0.00238944 0.000752795 0.00194527 0.0109185 0.000773337 -0.00214641 -0.00392601 0.00803162 1.5714e-06 0.00135535 -4.35664e-05 internal_weight=8919.47 8911.5 12.5654 8898.93 8508.25 58.1721 47.8593 390.685 276.824 31.9779 244.846 113.861 96.9157 16.9454 8450.07 272.652 8177.42 internal_count=27017 26992 47 26945 25775 167 137 1170 832 123 709 338 279 59 25608 794 24814 is_linear=0 shrinkage=0.03 Tree=1423 num_leaves=31 num_cat=0 split_feature=4 4 7 6 6 12 6 8 5 8 4 10 13 3 10 5 12 5 3 5 4 10 13 4 13 13 12 11 4 5 split_gain=0.235439 1.07006 2.20564 3.75862 3.6619 3.55279 3.53022 3.71887 4.28763 2.89678 2.66126 3.17212 2.73291 2.4476 2.38779 2.29722 1.58794 3.08969 2.22796 2.51022 2.48517 1.95616 1.97388 2.15325 1.71221 0.978777 3.11305 2.15319 2.23875 3.11705 threshold=1.3650000000000009 1.2550000000000006 1.3 1.9000000000000001 0.50000000000000011 1.3000000000000003 0.70000000000000007 3.3000000000000003 1.4750000000000008 3.1000000000000005 1.2750000000000006 0.33333333333333326 4.3000000000000016 1.3 0.83333333333333337 1.9850000000000003 3.5000000000000004 1.2550000000000006 2.5000000000000004 2.265000000000001 1.2350000000000005 -2.1666666666666656 1.5000000000000002 1.195000000000001 2.1000000000000005 3.9000000000000008 1.7000000000000004 0.50000000000000022 1.8300000000000005 1.0550000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 6 4 13 -6 7 -3 -9 14 12 -12 -5 -4 -8 -11 21 -18 19 -19 -20 -1 23 -23 -24 -2 -27 28 -28 -30 right_child=25 2 3 10 5 -7 9 8 -10 15 11 -13 -14 -15 -16 -17 17 18 20 -21 -22 22 24 -25 -26 26 27 -29 29 -31 leaf_value=0.013215455546616251 -2.052987301164316e-05 0.026557709115552591 -0.020120517414410673 -0.0016832380747333296 0.017275691696836404 0.0038262121598744568 -0.013746442107247755 -0.0058725930789244101 0.012340510890712524 0.00030155464056488395 -0.0085746280383840016 0.0031178829745267052 0.023973713622117584 0.0026281263108132182 0.0061777213454646696 -0.0064417932841364101 -0.019782261785307197 0.0056585669229871982 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internal_value=1.98911e-08 0.000183421 0.00102954 0.00246502 0.00387825 0.00452673 -0.000404488 0.0068196 0.0036828 -0.00131618 -0.00250189 -0.00444336 0.00905509 -0.00966812 -0.00975023 -0.000594532 -0.00015078 0.00275066 0.00352814 0.00783045 0.000490559 -0.000352533 -0.000409377 -0.00459456 -0.000222646 -0.000155816 -0.00178033 -0.000945405 0.000715047 -0.00612188 internal_weight=7413.95 3405.76 964.326 481.918 375.171 358.032 482.408 54.0582 46.6453 428.349 106.747 91.3935 15.3533 17.1394 33.7621 394.587 2441.43 158.728 153.434 63.498 89.9361 2282.7 2273.18 97.0906 2176.09 4008.2 308.133 286.192 203.38 35.5667 internal_count=27017 11743 3269 1609 1252 1190 1660 175 151 1485 357 304 53 62 126 1359 8474 611 587 216 371 7863 7828 355 7473 15274 1183 1094 775 163 is_linear=0 shrinkage=0.03 Tree=1424 num_leaves=31 num_cat=0 split_feature=3 10 5 8 2 8 4 4 8 8 11 5 2 12 9 5 9 7 5 8 8 7 7 8 0 4 8 5 7 11 split_gain=0.240029 2.33395 2.54895 4.06442 4.08702 4.25606 2.48973 5.02382 2.58023 3.10289 3.08799 2.18514 2.1625 1.70958 1.39999 1.33958 3.53562 5.43499 1.66766 2.245 7.59181 2.19705 4.74067 2.64168 1.94435 1.4608 1.52299 4.59048 1.42305 1.33706 threshold=0.90000000000000013 0.50000000000000022 1.4950000000000008 5.7000000000000002 0.70000000000000007 3.5000000000000004 1.4750000000000008 1.445000000000001 5.3000000000000016 6.7000000000000002 -0.66666666666666619 1.9000000000000004 1.7000000000000004 1.3000000000000003 4.3000000000000016 0.78500000000000025 2.7000000000000006 1.5000000000000002 1.0050000000000006 3.3000000000000003 3.1000000000000005 0.90000000000000013 0.70000000000000007 5.7000000000000002 475.00000000000006 0.53500000000000014 2.5000000000000004 1.7700000000000007 1.1000000000000003 -0.66666666666666619 decision_type=2 2 2 2 2 2 2 2 2 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 -4 7 12 10 -10 -8 -6 -1 -5 -9 16 28 -18 19 20 24 22 -21 -23 -17 -20 27 -27 -2 -3 right_child=15 29 3 13 11 -7 8 14 9 -11 -12 -13 -14 -15 -16 18 17 -19 25 21 -22 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0004341576866913634 0.0099296781466837979 0.0039799256191581592 -0.027254379236261613 0.0043084445188462453 -0.0002702882663579178 -0.0040346271435768655 -0.0018848523636702961 -0.0058159726681272748 -0.0039117977048674238 0.0047418681474292344 0.0070928793325556478 0.015243663504311526 -0.0079457205839889716 -0.013570549232971 -0.018730474050559512 0.003662795726176804 -0.0013957303572937666 0.043162864222055133 -0.012789523797849279 -0.010001871646678043 0.033824224030250767 -0.0089883652519201357 0.017922404653085602 0.0015620505078623257 -0.018441351464090906 0.0064453414866867259 7.555293021665972e-05 -0.0041274119194456014 -0.011300464117582381 0.00043666680473944749 leaf_weight=644.37097822502255 4.539160370826723 139.72543911635876 10.081485092639921 5.4139574915170661 116.30755952745676 24.059473380446434 49.035119030624628 13.194515205919744 106.58234430290759 57.361173121724278 116.17705882713199 8.7884517014026624 36.44438412040472 43.387564869597554 17.673906318843365 8.4687771648168582 4.9396799430251104 4.9149678312242031 7.8527888655662528 10.759552750736475 6.2375420704483977 81.034014891833067 11.133422087877989 29.004109233617783 6.2062159478664389 112.64939697086811 5713.7694371799007 55.006591618061066 7.5979662742465734 305.23229109123349 leaf_count=2233 16 546 31 18 380 72 207 52 541 319 490 27 152 182 67 31 24 19 23 46 23 346 45 155 23 332 19197 161 38 1221 internal_value=-6.01482e-07 -0.00031634 -0.000981049 -0.00401258 -0.00169122 -0.0108912 -0.000375119 -0.00137296 0.00178237 -0.000884021 0.00442828 0.000819624 -0.000836255 -0.0115871 -0.0132103 8.7591e-05 0.00747832 0.0208277 6.06907e-05 -0.00303308 0.00609914 -0.00448064 0.0041987 -0.00620746 -0.00568529 0.000140983 0.000158248 0.00297651 -0.00336061 0.00154932 internal_weight=7757.95 1693.84 1248.88 208.038 159.237 34.141 1040.84 711.684 329.156 163.944 165.212 125.096 680.815 48.8015 30.8684 6064.11 21.9918 9.85465 6042.12 152.844 20.9125 131.931 21.893 110.038 14.675 5889.28 5881.43 167.656 12.1371 444.958 internal_count=27017 6538 4771 710 510 103 4061 2504 1557 860 697 407 2385 200 119 20479 97 43 20382 669 77 592 91 501 54 19713 19690 493 54 1767 is_linear=0 shrinkage=0.03 Tree=1425 num_leaves=31 num_cat=0 split_feature=4 4 11 8 2 12 11 13 7 6 0 0 6 9 3 10 4 5 5 3 3 9 4 12 5 13 9 5 8 13 split_gain=0.226023 2.15969 4.05837 4.15979 5.93728 3.92599 4.35269 4.16853 3.5158 2.26889 2.99985 3.09556 2.84132 3.10093 1.60221 1.28189 1.21398 2.81166 2.28791 4.14806 2.83765 2.43633 1.46606 2.92308 4.19445 3.41968 1.94324 1.16712 1.16303 0.996218 threshold=1.8200000000000003 1.8850000000000005 1.8333333333333337 5.5000000000000009 2.3000000000000003 3.7000000000000006 0.33333333333333326 1.9000000000000001 2.1000000000000005 2.3000000000000003 525.00000000000011 475.00000000000006 2.1000000000000005 4.1000000000000005 1.1000000000000003 -2.8333333333333326 1.7750000000000004 0.9650000000000003 2.2350000000000008 2.1000000000000005 2.5000000000000004 2.7000000000000006 1.7400000000000007 4.5000000000000009 1.6600000000000006 3.3000000000000007 6.3000000000000016 1.5850000000000006 3.1000000000000005 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 2 3 5 8 6 -2 -7 -5 12 11 -11 15 -14 -15 -3 22 -18 19 21 -21 -19 29 24 25 -24 -26 -6 -17 -1 right_child=1 9 -4 4 27 7 -8 -9 -10 10 -12 -13 13 14 -16 28 17 18 -20 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.001053538608930558 -0.0059683282381656436 -0.010196380127299202 0.019221845242479017 0.00123785420208876 -0.024333688464034213 -0.016471327915661065 -0.019646139712789244 0.0079210944207227622 0.019633487988317256 0.013425156711366147 0.02376384285664062 -0.0094834913154039496 0.0088759336497257011 -0.00336068961345739 -0.020594697043492417 -0.012982584346151519 0.01778998162502364 -0.015662946080813058 -0.012530220897295805 0.021237249974312981 0.0013686864431690635 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2.38369 1.77121 1.19431 1.82858 2.60289 5.35201 2.39222 2.35543 1.65739 1.59286 threshold=1.7000000000000004 -1.1666666666666663 2.5000000000000004 3.7000000000000006 7.1000000000000005 1.7000000000000004 0.90000000000000013 1.0650000000000006 1.1000000000000003 1.7950000000000002 -0.66666666666666619 -0.66666666666666663 0.90000000000000013 1.7150000000000005 1.5000000000000002 2.3000000000000003 1.5350000000000008 475.00000000000006 3.7000000000000006 350.00000000000006 0.87000000000000033 0.33333333333333326 8.1000000000000014 1.5000000000000002 2.7000000000000006 200.00000000000003 0.33333333333333326 1.0000000180025095e-35 2.8650000000000007 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 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 -2 6 5 -5 -4 -8 9 11 -11 12 -3 -13 15 17 -17 -10 19 -16 -20 -12 -1 -24 26 -26 29 -28 -27 -25 right_child=1 8 3 4 -6 -7 7 -9 14 10 21 13 -14 -15 18 16 -18 -19 20 -21 -22 -23 23 24 25 28 27 -29 -30 -31 leaf_value=-0.0001841368868018339 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125.57732540369034 6.554561510682106 13.768424443900583 129.07383749634027 520.27446542307734 8.4468285441398603 6.2343431264162055 7.619189806282523 14.117967277765272 77.967855837196112 7.449163690209387 5.4136667996644974 6.8649483844637862 20.409316666424274 leaf_count=18996 21 350 25 451 42 110 20 69 22 40 36 1812 180 50 194 1128 461 21 50 458 1884 29 20 31 47 320 29 19 29 73 internal_value=5.18201e-08 0.000271501 0.00320756 0.00388238 0.00207825 0.00319025 0.0129685 0.0175289 -4.66658e-05 0.00101994 0.0095216 0.000657649 -0.0025559 0.00157012 -0.000700396 -0.00214451 -0.0025999 0.0146847 0.000243045 0.00359606 -0.000896741 0.00101403 -0.0001083 0.00256668 0.00185797 0.00448907 -0.00450887 -0.0152201 0.00164281 0.000406706 internal_weight=7413.53 2114.97 206.781 200.697 167.449 158.73 33.2484 26.4865 1908.18 725.115 29.6368 695.478 153.805 541.674 1183.07 467.49 455.173 12.3168 715.58 181.537 534.043 17.9554 5298.57 146.076 139.842 98.9508 40.8913 12.8628 84.8328 28.0285 internal_count=27017 7453 738 717 603 561 114 89 6715 2497 105 2392 530 1862 4218 1632 1589 43 2586 652 1934 65 19564 568 548 396 152 48 349 104 is_linear=0 shrinkage=0.03 Tree=1427 num_leaves=18 num_cat=0 split_feature=9 4 9 4 5 12 7 9 13 13 2 8 8 4 3 6 4 split_gain=0.242068 1.35343 1.12901 0.365168 2.41136 2.64686 2.20541 1.86773 1.51686 0.94212 0.314539 2.1626 2.60624 1.19278 0.689267 2.45051 0.582898 threshold=1.5000000000000002 0.95000000000000018 1.7000000000000004 0.68500000000000016 1.3050000000000006 1.5000000000000002 1.5000000000000002 5.1000000000000005 2.9000000000000008 3.3000000000000007 0.50000000000000011 7.1000000000000005 5.9000000000000012 1.4750000000000008 1.0000000180025095e-35 1.5000000000000002 1.3350000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 5 -4 -7 9 -9 -6 11 12 -5 -13 15 -12 -16 right_child=2 -3 3 10 7 6 -8 8 -10 -11 14 13 -14 -15 16 -17 -18 leaf_value=-0.0049231938612148279 -0.011920194558871932 0.016331564097277925 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10.9351 7746.59 7739.44 56.764 24.2286 13.4281 32.5354 18.1176 14.4177 7682.67 537.149 517.335 19.8142 7145.53 8.02464 7137.5 internal_count=27017 50 26967 26928 170 75 41 95 53 42 26758 1629 1568 61 25129 55 25074 is_linear=0 shrinkage=0.03 Tree=1428 num_leaves=22 num_cat=0 split_feature=5 10 4 5 4 13 4 11 7 3 8 5 7 10 8 9 5 9 11 11 12 split_gain=0.230001 1.70744 1.2155 1.95105 1.44223 2.69556 1.52041 5.11432 1.83994 0.830956 0.733146 1.86399 0.705942 1.95331 2.46306 2.22153 0.686218 2.42316 0.650396 0.542352 0.00252531 threshold=2.1250000000000009 -2.1666666666666656 0.88500000000000023 2.3150000000000008 0.97000000000000031 2.9000000000000008 1.0650000000000006 0.50000000000000022 2.3000000000000003 3.5000000000000004 10.100000000000001 1.4750000000000008 0.3000000000000001 0.83333333333333337 3.3000000000000003 4.9000000000000012 2.1150000000000007 6.1000000000000005 2.5000000000000004 0.50000000000000022 3.1000000000000005 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=9 19 3 -3 5 20 7 -6 -8 10 12 -12 13 14 -1 -15 18 -18 -14 -2 -4 right_child=1 2 4 -5 6 -7 8 -9 -10 -11 11 -13 16 15 -16 -17 17 -19 -20 -21 -22 leaf_value=-0.014906280011866519 0.005359141338815104 0.018522972240627936 -0.023915825640741503 -0.0032507514550384553 -0.0014798242989755013 0.0077172014043814666 0.00018532321080367802 0.030988908095730083 -0.017030787806492687 0.010046608335360654 0.0054977465741323141 -0.017718555513787922 2.5711426231004889e-05 -0.022014605879442269 0.0013223591842232297 -0.0022489157363751468 0.0073107537061429277 -0.017769892518891169 -0.0039016302775326823 0.018197175791546252 -0.022713406972020105 leaf_weight=9.4543765708804113 5.8358680978417379 8.2674194127321226 3.231897931545971 6.7097310572862616 14.541969440877439 4.1939290128648281 446.19579753279686 6.23956749215722 5.6578087061643592 7.3487008810043326 5.653650835156439 6.9244600236415863 8229.4726448580623 8.9220954477787036 76.704135216772556 12.001801699399946 6.2374760881066305 7.8053925484418869 38.126833155751228 6.0131962299346924 3.0606739707291126 leaf_count=37 21 30 18 35 69 18 1772 28 17 27 20 22 24339 33 273 41 23 31 121 19 23 internal_value=5.37861e-07 0.000619179 0.000351437 0.00876839 9.05049e-05 -0.0109137 0.000334658 0.00826877 -3.02454e-05 -3.698e-05 -4.58002e-05 -0.00728322 -3.49484e-05 -0.00245518 -0.000458448 -0.0106771 -3.65455e-06 -0.00662972 7.60011e-06 0.0118742 -0.023331 internal_weight=8918.6 509.948 498.099 14.9772 483.122 10.4865 472.635 20.7815 451.854 8408.65 8401.3 12.5781 8388.72 107.082 86.1585 20.9239 8281.64 14.0429 8267.6 11.8491 6.29257 internal_count=27017 2050 2010 65 1945 59 1886 97 1789 24967 24940 42 24898 384 310 74 24514 54 24460 40 41 is_linear=0 shrinkage=0.03 Tree=1429 num_leaves=31 num_cat=0 split_feature=6 10 9 9 13 5 0 3 8 5 11 10 9 4 8 13 10 5 10 4 9 9 12 2 0 12 4 6 4 11 split_gain=0.233889 2.10499 3.33539 3.52096 3.5454 5.71601 5.35286 1.42412 2.39608 2.66935 3.3526 2.29564 1.76144 4.01618 5.1969 3.12758 2.49471 2.03921 1.72913 1.6499 1.18068 1.14733 1.74119 2.54499 2.74954 4.29911 1.81033 1.80798 1.55872 1.27768 threshold=1.7000000000000004 -1.1666666666666663 2.5000000000000004 7.7000000000000002 3.1000000000000005 1.2750000000000006 475.00000000000006 1.1000000000000003 2.3000000000000003 1.7950000000000002 -0.66666666666666619 -0.66666666666666663 5.1000000000000005 1.2850000000000008 2.7000000000000006 4.1000000000000005 1.8333333333333339 1.8050000000000004 -0.33333333333333331 1.3550000000000006 4.5000000000000009 8.1000000000000014 1.5000000000000002 0.90000000000000013 475.00000000000006 2.3000000000000007 1.0450000000000006 1.3 1.1350000000000007 3.1666666666666674 decision_type=2 2 2 2 2 2 2 2 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 -2 4 5 -4 -6 8 18 11 -11 -10 13 14 -9 -15 19 -18 -3 -14 -20 29 -23 24 25 -24 -25 -28 -26 -1 right_child=1 7 3 -5 6 -7 -8 12 9 10 -12 -13 16 15 -16 -17 17 -19 20 -21 -22 22 23 26 28 -27 27 -29 -30 -31 leaf_value=-0.00016557862102407461 -0.018834583264219912 0.00062226264656461679 0.030235112187607698 -0.015079654553015893 -0.0047479095427226167 0.0061259413254847383 0.0071475586067974535 0.0061848260811664989 -0.0023727028105304331 0.022722715588128523 0.0018838246306804157 0.0018540904704350204 0.0024045077779658074 0.0017493867970244114 -0.0061094290532733315 -0.0056060184562431023 -0.026352117844095885 -0.00070958946165500345 -0.0074721335759945877 -0.00086246206136344832 -0.026105146439887532 0.017973284936647359 -0.015277973991407906 0.018483451072138106 -0.0040572908720554407 0.021491080098159216 0.00011388875411354605 0.0084706647875304481 -0.024857513832158801 -0.014690539538084193 leaf_weight=5146.5532652828842 6.0353973656892768 9.9062950164079684 11.239323943853377 8.5139512345194799 58.894192736595869 41.642667144536972 80.694070316851139 35.573656395077705 148.23660337924957 11.589834511280062 17.349475271999836 525.97076161205769 283.14885088801384 277.40070100128651 237.79429955780506 64.038873195648193 5.5790193453431112 5.5855786390602589 6.5174015536904317 273.52333000674844 5.7704953849315643 6.2758957147598258 5.4947273731231707 7.0007228255271903 5.5711352825164777 5.9728522710502148 74.100909937173128 33.98703458160162 7.7572395130991936 5.4562700837850562 leaf_count=18968 21 34 37 39 211 146 284 124 511 39 62 1803 1052 947 803 236 22 21 25 1013 23 20 21 25 24 24 285 133 36 28 internal_value=-1.35725e-07 0.000266569 0.00313981 0.00379968 0.00463482 0.01125 0.0021287 -4.51823e-05 0.00100137 0.00130771 0.0102295 0.000924754 -0.000687058 -0.00179974 -0.00450956 0.00036984 0.000517662 -0.0135233 -0.00870382 0.000799268 -0.0162223 -0.000106603 0.00251445 0.00182089 -0.00689688 0.00387307 0.00369914 0.00274158 -0.0161632 -0.000180961 internal_weight=7413.17 2115 207.02 200.984 192.47 52.882 139.588 1907.99 725.341 703.147 28.9393 674.207 1182.64 614.808 273.368 341.44 567.837 11.1646 22.1942 556.672 12.2879 5298.17 146.161 139.885 24.796 11.4676 115.089 108.088 13.3284 5152.01 internal_count=27017 7453 738 717 678 183 495 6715 2497 2415 101 2314 4218 2110 927 1183 2108 43 82 2065 48 19564 568 548 105 45 443 418 60 18996 is_linear=0 shrinkage=0.03 Tree=1430 num_leaves=31 num_cat=0 split_feature=9 11 5 11 9 10 8 7 8 10 2 4 4 5 13 4 5 8 5 6 6 6 9 13 10 3 4 4 5 4 split_gain=0.249971 2.38847 2.70458 1.70306 2.08631 2.28323 1.5685 1.51324 1.44834 1.41145 4.16356 2.37007 2.74018 2.31601 2.61559 2.32108 2.31421 2.01367 1.77197 1.82578 1.13182 1.07341 0.661873 4.20902 2.18977 2.78588 2.07929 1.69038 1.14032 0.81499 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 8.3000000000000025 -0.49999999999999994 6.1000000000000005 0.90000000000000013 5.1000000000000005 0.50000000000000022 0.90000000000000013 1.6600000000000006 1.5450000000000006 1.9500000000000004 2.7000000000000006 1.3550000000000006 2.6450000000000009 6.1000000000000005 1.5050000000000006 1.3 0.90000000000000013 1.1000000000000003 7.1000000000000005 4.1000000000000005 1.5000000000000004 0.70000000000000007 1.3750000000000007 1.6400000000000006 1.6100000000000005 1.3650000000000009 decision_type=2 2 2 2 2 2 2 2 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 9 -3 6 7 -6 8 -5 -4 13 -11 12 -12 18 16 -16 -15 -13 19 -2 -20 -8 -1 24 25 26 -24 -27 -25 -26 right_child=1 2 3 4 5 -7 21 -9 -10 10 11 17 -14 14 15 -17 -18 -19 20 -21 -22 -23 23 28 29 27 -28 -29 -30 -31 leaf_value=3.5646887914017678e-05 0.01257132416284317 -0.0099692797619445415 0.010030505529575096 0.020211379985000572 -0.01201913502340997 0.0030581189208507826 0.0099132564958872311 0.0043241810571557062 0.025125754372186893 0.02123155754463147 -0.00046071515655903738 -0.016299727861861252 0.021271033334104648 0.0083435329938103837 -0.015371161262506523 0.0018736620617857977 -0.008313685625077746 0.0035780823729807507 -0.019080882848979869 -0.0073305052002590795 -0.0077799125800570058 -0.0059454846627367761 0.00048468200788799587 0.00486194091476404 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-0.00294898 0.000597173 -0.00662704 0.00496769 -0.00889921 -0.00728665 0.000903414 -0.0104813 0.00185938 -3.57973e-05 -0.00115682 -0.00171494 -0.00126266 0.00865798 -0.00187684 0.0140749 -0.011852 internal_weight=7757.36 319.727 126.085 114.784 67.1127 41.0166 47.6716 26.0961 32.3029 193.642 58.1325 48.9961 29.3694 135.51 74.5572 28.1036 46.4536 19.6268 60.9524 17.1037 43.8487 15.3687 7437.64 445.609 429.858 411.499 23.9905 387.509 15.7506 18.3594 internal_count=27017 1014 398 360 209 127 151 82 101 616 190 162 89 426 236 84 152 73 190 56 134 50 26003 1406 1360 1293 78 1215 46 67 is_linear=0 shrinkage=0.03 Tree=1431 num_leaves=31 num_cat=0 split_feature=9 5 3 12 11 4 5 5 13 7 5 4 3 0 6 11 9 5 10 0 12 10 0 10 5 11 2 4 6 4 split_gain=0.224975 1.66309 2.5865 2.40919 2.19862 2.17468 2.1209 2.72645 2.65119 3.28058 1.96201 1.98837 2.12258 1.8656 2.85469 1.77067 1.36162 3.74988 1.8011 1.08789 2.23695 2.28723 1.88841 4.28805 2.54569 2.44511 1.99982 2.02667 4.08051 1.75283 threshold=5.3000000000000016 2.2150000000000012 1.9000000000000001 4.1000000000000005 1.0000000180025095e-35 1.5550000000000008 1.8100000000000005 1.8300000000000005 3.1000000000000005 1.1000000000000003 1.7950000000000002 1.3150000000000006 2.1000000000000005 200.00000000000003 2.1000000000000005 1.1666666666666672 4.9000000000000012 1.4250000000000007 -1.1666666666666663 925.00000000000011 4.5000000000000009 1.1666666666666672 725.00000000000011 -1.4999999999999996 1.2550000000000006 -1.1666666666666663 3.5000000000000004 2.265000000000001 0.70000000000000007 2.1550000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 10 13 -9 -10 16 -12 -13 -8 -15 -6 18 -18 -1 22 21 -21 26 -24 -25 -26 27 29 -29 -2 right_child=19 2 3 5 15 -7 7 8 9 -11 11 12 -14 14 -16 -17 17 -19 -20 20 -22 -23 23 24 25 -27 -28 28 -30 -31 leaf_value=0.0018350472808629473 0.00011930512990152017 -0.017278100028757334 0.0166533000851504 -0.0236511602742253 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11.576207816600798 10.116559833288191 18.462284281849861 9.0536395870149118 10.567724242806433 85.508939236402512 10.284313902258871 24.225709915161133 61.78479591012001 54.640084236860275 leaf_count=1337 9738 43 37 42 20 46 20 752 31 238 48 66 23 95 21 25 1287 1103 10886 180 42 33 59 44 33 279 50 79 194 166 internal_value=4.14676e-07 -0.000119013 -0.00549574 -0.00164374 0.00535909 -0.0096541 -6.81885e-05 0.00215145 0.00117221 0.00559512 -0.000226676 -0.00647278 -0.00202943 0.00908102 0.0064785 -0.00313604 -0.000170855 -0.00128958 4.73715e-05 0.000190517 -0.00339027 -0.00561336 0.00026998 0.00390956 0.00625127 0.00481821 0.000131261 8.92383e-05 -0.00445416 0.000213437 internal_weight=8918.35 5477.34 51.2904 38.6534 20.6237 18.0297 5426.05 361.614 316.841 88.0697 5064.44 44.8603 30.0083 44.7736 37.924 11.7704 5019.58 819.326 4200.25 3441.01 74.703 63.1268 3366.3 123.593 105.13 96.0767 3242.71 3232.43 86.0105 3146.42 internal_count=27017 16120 213 170 82 88 15907 1157 1021 269 14750 137 89 136 116 45 14613 2390 12223 10897 255 213 10642 415 356 312 10227 10177 273 9904 is_linear=0 shrinkage=0.03 Tree=1432 num_leaves=29 num_cat=0 split_feature=8 4 12 4 6 11 12 3 4 12 12 4 11 0 7 4 9 13 6 8 5 13 5 2 8 5 13 10 split_gain=0.236867 1.11555 2.56828 3.72906 2.79192 2.647 2.24496 3.68213 1.72533 1.54929 4.79638 1.52177 2.08412 1.4351 2.69947 1.75016 1.28732 0.562043 0.469803 1.29353 0.719054 0.472605 4.71214 3.36899 2.64708 1.03938 3.49381 1.93502 threshold=2.9000000000000004 1.0150000000000006 2.5000000000000004 0.99000000000000055 1.1000000000000003 1.1666666666666672 2.3000000000000007 1.1000000000000003 0.88500000000000023 1.3000000000000003 1.5000000000000002 0.93000000000000027 1.0000000180025095e-35 350.00000000000006 2.5000000000000004 1.3350000000000006 5.1000000000000005 5.9000000000000012 1.0000000180025095e-35 5.7000000000000002 1.6350000000000005 1.7000000000000004 1.5350000000000008 1.5000000000000002 3.7000000000000006 1.6850000000000005 1.9000000000000001 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 11 16 7 -6 -8 -3 -11 12 -1 15 -15 -12 -4 18 19 20 -2 22 24 -24 -20 27 -27 -23 right_child=17 9 3 -5 6 -7 8 -9 -10 10 13 -13 -14 14 -16 -17 -18 -19 21 -21 -22 25 23 -25 -26 26 -28 -29 leaf_value=-0.014540297388255855 -0.023398133056207859 -0.015288263805512226 0.011586973396267458 0.029054678162328113 -0.0015245389321600232 -0.010064852921508922 -0.021795055854778176 0.012417709081804054 7.6006937209259314e-05 0.017672381853984825 -0.0091453010081765738 -0.022730737877557548 0.006314441459868393 -0.00021194583787427116 -0.018362241785519953 0.0011469106624175458 -0.00071412611725053918 0.0075246669596828498 0.0049527746712214882 0.0058575663351277639 -0.0035785605624125733 0.0002319903031956286 0.0054408124899510794 -3.0274158901944315e-05 -0.0027144780052386743 -0.0051699461160198308 -0.00026380786416436058 -0.0087094774866140357 leaf_weight=10.199009500443941 3.7016472779214364 7.485903173685073 24.22435986250639 6.0192750990390769 50.410103052854538 9.5947735607624036 6.17060389369726 25.759780809283257 6.8496189564466476 11.31015123426914 48.178607314825058 6.4662605300545684 7.4726416468620291 183.71152301877737 7.6832856871187678 21.50787028670311 11.195252172648905 9.0236889198422414 46.44262982904911 4.7898589409887791 2.9687282145023346 4516.9024113062769 222.88136968016624 185.69007210806012 318.08344681933522 143.16101304255426 1493.1443514749408 21.888156898319721 leaf_count=42 25 27 87 19 179 35 24 87 23 37 198 23 24 660 32 81 43 36 151 29 17 16221 788 696 1226 549 5565 93 internal_value=-4.05316e-07 -0.000672059 0.00128968 0.00687802 -0.00122685 0.00391258 0.00122275 0.00319057 -0.0102892 -0.00182412 -0.00145409 -0.0102782 -0.00572165 -0.00228266 -0.000940565 -0.00596874 0.0076989 4.24113e-05 3.271e-05 -0.00603639 -0.0145772 4.27203e-05 0.000741981 0.00295428 -0.00173763 -4.48244e-05 -0.000693048 0.00018887 internal_weight=7412.92 444.239 164.362 51.0337 113.328 45.0144 89.1901 76.1699 13.0202 279.877 272.391 24.1379 17.6717 261.081 191.395 69.6865 35.4196 6968.68 6959.65 11.4602 6.67038 6948.19 773.098 408.571 364.526 6175.1 1636.31 4538.79 internal_count=27017 1621 586 184 402 165 313 266 47 1035 1008 89 66 971 692 279 130 25396 25360 71 42 25289 2861 1484 1377 22428 6114 16314 is_linear=0 shrinkage=0.03 Tree=1433 num_leaves=31 num_cat=0 split_feature=9 11 5 11 9 4 8 7 13 5 4 9 3 2 5 5 7 0 4 6 9 13 10 3 4 4 5 5 11 6 split_gain=0.248535 2.29908 2.60276 1.63696 1.99865 2.25802 1.51661 1.46 1.42631 1.3753 1.95473 2.53336 1.94764 1.86751 1.6282 1.62271 1.76626 2.76398 1.52748 1.03042 0.634276 4.04974 2.11773 2.67258 1.97681 1.62063 1.57339 0.802346 0.799257 2.97426 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 8.3000000000000025 1.7850000000000004 6.1000000000000005 0.90000000000000013 3.1000000000000005 1.8750000000000002 1.195000000000001 8.9000000000000021 1.7000000000000004 0.70000000000000007 1.6750000000000003 1.9100000000000006 0.50000000000000011 525.00000000000011 1.7150000000000005 1.1000000000000003 7.1000000000000005 4.1000000000000005 1.5000000000000004 0.70000000000000007 1.3750000000000007 1.6400000000000006 1.5550000000000008 1.9500000000000004 -1.8333333333333328 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 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 9 -3 6 7 -6 8 -5 -4 10 13 12 -12 -2 -15 -11 17 -17 -18 -8 28 22 23 24 -22 -25 -23 -24 29 -1 right_child=1 2 3 4 5 -7 19 -9 -10 15 11 -13 -14 14 -16 16 18 -19 -20 -21 21 26 27 25 -26 -27 -28 -29 -30 -31 leaf_value=0.00015967258213134787 -0.0089804147756898014 -0.0097965355808092135 0.016662060956683589 0.019883177682197984 -0.0066775002250090629 0.0083880245451181147 0.0096999162250070194 0.0042509042895507131 0.0015292531565927114 0.014779151061837071 -0.014046072498970741 0.0091907219485017778 0.0030130412026008837 0.01712043409214116 -0.0021783072632009723 0.020256307160593106 0.00072579945377488676 -0.0037822462781416273 -0.0074726862750352716 -0.005829249024229482 0.00048310445967232434 0.0024679350229389182 -0.017371278919351418 -0.0030561013024331986 0.017729156834573719 0.0012531699864000087 0.02174433266637369 -0.0047440551667465225 -1.5235904913113959e-05 0.010463629309600183 leaf_weight=134.10768285393715 8.5347228348255175 11.250272229313849 25.031655512750149 7.5840086638927486 27.798155516386032 13.207940824329851 7.5845360457897169 18.478893384337425 7.2230543345212928 6.9474020898342124 33.006116606295109 6.5426109731197348 7.3679355680942527 8.7251355648040754 7.1659350842237464 8.9569214731454849 68.873907059431076 8.2884937822818756 29.091834872961044 7.800824835896492 12.923096120357515 6.4743790924549094 10.029664464294912 277.99817173928022 11.136581614613531 109.47624699398875 9.2634529173374158 8.2574945241212827 6826.9675067802891 31.049701364710927 leaf_count=443 25 38 79 25 84 43 26 57 22 23 117 22 21 25 21 32 206 29 95 24 39 19 39 820 39 395 27 28 24058 96 internal_value=-8.94318e-08 0.00081927 0.00397366 0.0053242 0.00230378 -0.00182494 0.00957642 0.00879972 0.0132733 -0.00123408 -0.00454361 -0.00812665 -0.0109329 0.00233864 0.00841784 0.000698733 -0.000150337 0.00870289 -0.00170882 0.00182618 -3.52822e-05 -0.00113275 -0.00168004 -0.00123614 0.00846584 -0.00183857 0.0138142 -0.0116695 3.4652e-05 0.00209682 internal_weight=7757.14 319.46 125.959 114.709 67.069 41.0061 47.6401 26.0629 32.2547 193.501 71.3425 46.9167 40.3741 24.4258 15.8911 122.159 115.211 17.2454 97.9657 15.3854 7437.68 445.559 429.821 411.534 24.0597 387.474 15.7378 18.2872 6992.12 165.157 internal_count=27017 1014 398 360 209 127 151 82 101 616 231 160 138 71 46 385 362 61 301 50 26003 1406 1360 1293 78 1215 46 67 24597 539 is_linear=0 shrinkage=0.03 Tree=1434 num_leaves=29 num_cat=0 split_feature=5 10 8 0 5 3 2 11 8 8 9 8 9 3 5 7 6 10 5 5 0 4 3 5 12 4 2 11 split_gain=0.228531 1.6386 1.17103 2.91015 2.05408 1.85984 1.59493 3.50393 2.15773 1.53643 4.14008 2.82322 1.40549 0.791093 0.714808 1.85914 1.42771 2.344 0.842305 0.72394 0.543855 1.78692 3.41809 2.00979 0.630953 3.57906 1.95803 0.52365 threshold=2.1250000000000009 -2.1666666666666656 7.9000000000000012 350.00000000000006 2.4850000000000008 2.3000000000000003 2.5000000000000004 -1.0000000180025095e-35 6.5000000000000009 2.9000000000000004 7.7000000000000002 3.1000000000000005 7.1000000000000005 3.5000000000000004 2.0250000000000008 0.50000000000000011 2.5000000000000004 -0.49999999999999994 2.1050000000000009 2.0650000000000008 875.00000000000011 1.4250000000000005 1.1000000000000003 1.4950000000000008 4.3000000000000016 1.5950000000000004 2.3000000000000003 0.50000000000000022 decision_type=2 2 2 2 2 2 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 27 6 -4 5 -5 9 12 -9 10 -3 -11 -8 14 20 18 17 -17 19 -16 24 22 -22 -23 26 -26 -1 -2 right_child=1 2 3 4 -6 -7 7 8 -10 11 -12 -13 -14 -15 15 16 -18 -19 -20 -21 21 23 -24 -25 25 -27 -28 -29 leaf_value=-9.77180991478063e-05 0.0052476851476409266 0.01484737449435391 -0.010966386677900192 0.026984948064935413 -0.0034613261704730864 0.0067176625279468539 -0.02312684641956406 0.0089674042406952658 -0.012215600889664224 -0.015767024385587657 -0.012232152250374828 0.00044782453850349656 -0.0054047687458261794 0.0097894776185585095 -0.0089238993956088537 -0.0073719766237082254 0.011924541057361912 0.00056594592134707761 -5.5198336148608802e-05 -0.023395317575750973 -0.021563601913318849 -4.6812520787763139e-05 0.0041246971401038843 0.0061345786531627911 0.0059657119525439988 -0.0032240723867390502 0.0022297907222248899 0.017859728336881996 leaf_weight=7388.2426395639777 5.8454860374331457 18.956033863127235 6.8258323371410397 8.2402400821447426 6.0867101997137061 8.0617193207144719 10.152877166867258 14.007529559545221 6.2627055794000617 9.9059536308050138 6.9420776516199103 395.80080464668572 6.6757998019456855 7.3663982897996894 7.1458056718111056 45.11549062281847 7.4545240849256507 129.81748203188181 4.4537673890590659 5.5102171376347542 8.432056665420534 124.86776444688439 10.426043868064879 76.244819685816765 46.828510880470276 205.61445193737745 340.27862723916769 6.0082321614027023 leaf_count=21430 21 77 23 27 20 27 35 52 22 50 39 1614 24 27 36 159 28 456 21 34 25 519 30 259 156 671 1116 19 internal_value=-3.96102e-08 0.000616731 0.000354298 0.00618171 0.0114098 0.0169623 -8.92682e-06 -0.00597798 0.00242269 0.000504148 0.00758861 5.19141e-05 -0.0160966 -3.74349e-05 -4.60522e-05 -0.00182036 -0.000933336 -0.00148126 -0.0112759 -0.0152245 -2.89018e-06 0.00146866 -0.00736136 0.00229665 -4.34491e-05 -0.00151935 4.75966e-06 0.0116403 internal_weight=8917.57 509.772 497.918 29.2145 22.3887 16.302 468.704 37.0989 20.2702 431.605 25.8981 405.707 16.8287 8407.8 8400.43 199.497 182.387 174.933 17.1098 12.656 8200.93 219.971 18.8581 201.113 7980.96 252.443 7728.52 11.8537 internal_count=27017 2050 2010 97 74 54 1913 133 74 1780 116 1664 59 24967 24940 734 643 615 91 70 24206 833 55 778 23373 827 22546 40 is_linear=0 shrinkage=0.03 Tree=1435 num_leaves=25 num_cat=0 split_feature=2 5 6 2 7 9 8 9 13 2 8 2 4 3 8 2 8 8 0 4 13 4 7 11 split_gain=0.227321 1.74755 1.44653 1.66366 1.22076 2.76358 2.06159 1.3226 0.706731 0.632224 0.487224 0.461822 3.2879 2.18029 1.72712 0.610183 2.49884 4.56742 2.55303 0.44792 1.40007 0.475955 0.189051 0.0058911 threshold=3.3000000000000003 1.5850000000000006 0.90000000000000013 3.5000000000000004 1.5000000000000002 4.3000000000000016 5.3000000000000016 4.3000000000000016 2.9000000000000008 3.5000000000000004 1.1000000000000003 3.1000000000000005 1.9250000000000003 2.1000000000000005 5.1000000000000005 2.9000000000000004 4.9000000000000012 4.3000000000000016 525.00000000000011 2.6350000000000011 2.3000000000000007 2.5750000000000006 1.3 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=10 4 3 -3 6 -6 -2 -8 -7 -4 22 15 -13 14 -14 19 17 -17 -18 21 -21 -12 -1 -5 right_child=1 2 9 23 5 8 7 -9 -10 -11 11 12 13 -15 -16 16 18 -19 -20 20 -22 -23 -24 -25 leaf_value=-0.0023892499166982446 -0.0017708646313252458 0.01254151854727548 -0.025193297799266649 -0.011163024260714612 0.016248961104771656 -0.022409745757127168 0.0058644071088810451 0.028361448165955237 -0.0019944555144212213 -0.0075323146372173067 -2.1241465963611973e-05 -0.024225593375548603 0.013545751382083757 0.021164487135509558 -0.0075870575497432773 -0.00328352495619989 -0.010423831548871523 0.027016585604183168 0.0055549752340587127 0.0099648855718602151 -0.0039062288197522204 -0.0086850957272553726 -0.011644050158239747 -0.01345799342704798 leaf_weight=3.661015607416628 6.0767489522695604 5.7744060382246989 3.2845884636044493 1.7837675511837003 4.8255039267241937 3.6767109632492065 3.6671820059418661 6.5574764283373952 2.6090631801635027 4.1030790973454714 7242.7527664154768 5.7003801092505482 4.4641218557953897 4.0563772022724143 15.797514695674179 8.6783229410648364 15.78568886220455 9.2494310513138753 20.933199036866426 14.911399669945242 11.677617333829401 5.7112083025276652 4.3430940583348274 2.3107136152684689 leaf_count=19 31 26 16 17 26 33 21 34 20 30 26128 29 18 18 90 31 78 35 103 63 63 42 23 23 internal_value=-4.05259e-07 0.00213325 -0.00534552 0.00216945 0.00684121 -0.000826943 0.0120679 0.0202926 -0.0139359 -0.0153845 -1.33412e-05 -5.29589e-06 -0.00371874 0.00108826 -0.002931 9.91234e-06 0.00316815 0.0123492 -0.00131442 -1.38108e-05 0.00387284 -2.80679e-05 -0.00741098 -0.0124582 internal_weight=7412.39 44.6692 17.2566 9.86889 27.4127 11.1113 16.3014 10.2247 6.28577 7.38767 7367.72 7359.72 30.0184 24.318 20.2616 7329.7 54.6466 17.9278 36.7189 7275.05 26.589 7248.46 8.00411 4.09448 internal_count=27017 277 112 66 165 79 86 55 53 46 26740 26698 155 126 108 26543 247 66 181 26296 126 26170 42 40 is_linear=0 shrinkage=0.03 Tree=1436 num_leaves=31 num_cat=0 split_feature=13 0 0 10 2 4 9 10 11 5 4 12 4 8 5 4 5 9 8 5 2 9 10 10 5 2 8 4 2 4 split_gain=0.241105 1.42175 2.33208 4.03953 4.56601 4.40267 5.24139 3.13054 2.98048 2.9217 3.25114 3.05284 2.84507 2.81916 2.62806 2.25371 5.21969 6.34773 3.93917 3.89805 3.47578 3.82692 4.20513 4.17636 2.60683 2.3577 2.60266 2.05673 1.62351 0.848873 threshold=2.3000000000000007 350.00000000000006 475.00000000000006 -0.33333333333333331 1.7000000000000004 1.0850000000000006 4.9000000000000012 1.0000000180025095e-35 -1.1666666666666663 1.3750000000000007 1.1550000000000007 1.3000000000000003 1.6400000000000006 3.9000000000000004 2.8250000000000006 1.5250000000000006 1.4850000000000008 5.7000000000000002 7.1000000000000005 2.1950000000000007 1.1000000000000003 7.5000000000000009 2.1666666666666674 0.83333333333333337 1.4750000000000008 0.70000000000000007 7.3000000000000016 1.4650000000000005 0.70000000000000007 1.5450000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 5 8 28 -7 -6 -5 10 13 -11 -12 -4 -13 16 24 19 -19 -18 25 22 -22 -23 27 -17 -27 -1 -3 -2 right_child=29 2 9 4 7 6 -8 -9 -10 11 12 14 -14 -15 -16 20 17 18 -20 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0027943585835120128 0.00036020841648663976 0.0055758965063500638 -0.0031414843510963048 0.0044764690312769648 0.012436499166314594 0.0047071163828544572 -0.0078045907430105751 -0.0026674970959168626 -0.0091863928634570192 0.018515333205321775 -0.0065522036845845795 0.00073149868453583765 5.0144838170297728e-05 0.008563545971994083 -0.016068458389754979 -0.0053867805464620925 -0.0090802388616671031 -0.0003316350468538461 0.019374412390141996 0.013786617841981662 -0.0005108538556526501 0.01817937322455011 0.026247968383372074 -0.0098967074313403465 0.021628772812975674 0.014910850758289457 -0.0063727681601571783 -0.0056409144790273381 0.022856525590224015 -0.00047956670374025374 leaf_weight=268.39828489720821 3724.315789565444 9.6798745095729846 35.528969250619411 15.873772934079168 17.523092430084944 65.821863565593958 55.578312456607819 41.837503600865602 151.64686846733093 8.6150425374507886 163.16055764630437 867.81769603304565 91.784696727991104 38.680945634841919 8.4620423875749093 8.0403397679328901 131.34215772151947 149.47773316502571 9.7233929485082609 7.0704769641160956 234.0902225188911 21.356062859296802 5.4076227843761435 6.139060102403163 6.2017013132572165 40.666390359401703 5.9242224991321555 28.807022333145142 9.8945895433425886 1527.7029968313873 leaf_count=878 11846 29 121 49 70 242 181 173 497 28 644 2986 609 128 33 25 392 444 29 21 911 69 23 22 19 133 22 104 29 6260 internal_value=4.32822e-07 -0.000241775 -0.000787651 -0.00288023 -0.00535833 0.00110797 -0.00102088 0.00179116 -0.00789174 -0.000153602 -0.00256665 0.000743982 -0.00417524 0.00295961 0.000569265 0.000694149 -0.000390484 -0.00321332 0.000871935 -0.00791214 0.00272101 0.00131028 9.33337e-05 0.0119106 0.00237845 0.00961552 0.0122045 0.00197676 0.014311 0.000115935 internal_weight=7756.57 2504.55 1581.91 367.856 226.881 140.975 121.4 59.3606 167.521 1214.05 329.155 884.895 254.945 74.2099 876.28 922.645 601.021 297.614 159.201 138.413 321.624 266.993 239.498 27.4951 303.407 54.631 46.5906 297.205 19.5745 5252.02 internal_count=27017 8911 5819 1270 789 481 423 243 546 4549 1502 3047 1253 249 3019 3092 1887 886 473 413 1205 1025 934 91 1001 180 155 982 58 18106 is_linear=0 shrinkage=0.03 Tree=1437 num_leaves=31 num_cat=0 split_feature=11 4 8 4 8 5 5 5 4 8 8 2 6 5 5 5 3 2 2 3 12 5 11 4 8 8 0 3 5 6 split_gain=0.229559 1.73702 1.74202 2.86384 3.94633 2.38158 5.29218 2.2863 1.935 1.44561 2.14626 5.90475 2.5207 1.54454 3.67873 1.95564 0.466073 2.37073 1.08951 0.758067 0.679189 0.575217 2.33473 2.86379 3.08265 1.69898 4.17846 2.30146 1.07318 5.4759 threshold=-1.4999999999999996 0.75500000000000023 3.9000000000000004 1.2150000000000005 2.7000000000000006 1.5950000000000004 1.7650000000000006 1.3250000000000008 1.1350000000000007 4.5000000000000009 5.7000000000000002 1.1000000000000003 1.5000000000000002 1.3050000000000006 1.6850000000000005 1.1350000000000005 3.7000000000000006 0.70000000000000007 1.5000000000000002 3.9000000000000004 5.1000000000000005 2.1250000000000009 2.1666666666666674 1.3950000000000007 5.7000000000000002 7.9000000000000012 350.00000000000006 1.3 2.0850000000000013 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 -7 -5 -6 13 12 -12 -11 15 -15 -4 21 -18 20 -20 -19 28 25 -24 -25 27 -27 -23 -2 -30 right_child=16 2 9 5 8 6 -8 -9 -10 10 11 -13 -14 14 -16 -17 17 18 19 -21 -22 22 23 24 -26 26 -28 -29 29 -31 leaf_value=0.017221548209222889 -5.127822137458724e-05 -0.017745854216436548 -0.0025414140924351152 0.0058640107151436173 0.0072968810315904124 -0.020920309161026735 0.010108608018716089 0.021971239792602269 -0.010524021075616249 0.0061814499727639461 -0.015939594634441945 0.0010767029787075711 -0.0024478732931416938 0.0060775687610157393 -0.011832214276672158 -0.020653347072187352 0.02188826783980331 -0.0063968133495640256 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internal_value=1.91627e-07 0.000699613 0.000464961 0.00392445 -0.00195591 0.00837278 0.00131864 0.0137892 0.00334455 -0.000674889 0.000413576 -0.00279014 0.00297874 -0.00467181 -0.00135787 -0.011225 -3.29356e-05 -0.00495851 -0.0095646 -0.00139657 -0.0177158 -2.29327e-05 0.00101274 0.0100783 0.00350454 0.00050522 0.00821529 4.66635e-05 -8.17652e-05 -0.00402233 internal_weight=8916.89 403.239 397.592 98.5348 42.4367 56.0981 24.3655 31.7326 31.7715 299.057 235.047 104.515 130.532 64.0095 42.5116 21.4979 8513.66 17.2545 14.7276 7.35624 7.3714 8496.4 456.705 24.2123 17.2213 432.492 24.2786 408.214 8039.7 61.7233 internal_count=27017 1288 1270 323 143 180 89 91 104 947 747 331 416 200 139 61 25729 125 106 51 55 25604 1768 91 65 1677 80 1597 23836 236 is_linear=0 shrinkage=0.03 Tree=1438 num_leaves=31 num_cat=0 split_feature=6 10 9 9 8 2 3 4 3 8 5 11 10 4 11 9 4 10 10 12 2 9 9 12 12 0 5 10 4 5 split_gain=0.227055 2.03735 3.21894 3.44736 4.03887 3.93106 2.86185 2.62152 1.36624 2.29271 2.56126 3.18028 2.20688 1.74302 3.58272 3.77417 2.51693 1.67761 1.53616 2.82691 1.38766 1.167 1.14263 1.63939 2.44081 3.05641 2.74282 2.51589 2.96974 1.8294 threshold=1.7000000000000004 -1.1666666666666663 2.5000000000000004 3.7000000000000006 7.1000000000000005 1.7000000000000004 0.90000000000000013 1.5450000000000006 1.1000000000000003 2.3000000000000003 1.7950000000000002 -0.66666666666666619 -0.66666666666666663 1.1650000000000007 -0.66666666666666663 5.7000000000000002 1.1450000000000007 -0.33333333333333331 1.8333333333333339 3.3000000000000007 2.7000000000000006 4.5000000000000009 8.1000000000000014 1.5000000000000002 2.1000000000000005 200.00000000000003 1.8300000000000005 0.33333333333333326 1.3450000000000006 1.7400000000000007 decision_type=2 2 2 2 2 2 2 2 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 -2 6 5 -5 -4 -8 9 17 12 -12 -11 14 15 -10 -16 -3 20 -20 -15 -19 -1 -24 27 26 -26 28 -25 -27 right_child=1 8 3 4 -6 -7 7 -9 13 10 11 -13 -14 18 16 -17 -18 21 19 -21 -22 -23 23 24 25 29 -28 -29 -30 -31 leaf_value=-0.00017944408597139947 -0.018595110809240225 0.00062669877150650763 -0.0049135260805548663 0.00075423243299670595 -0.018023567642662837 0.012697366623993083 0.023391758995983399 0.0032552665468097049 -0.012343386052405302 -0.0023319522240929057 0.022100657306761837 0.0018561820093769535 0.0018135487943391597 0.00043986147699388346 6.5605060964694345e-05 0.00096021035227553814 -0.011610130838166083 -0.0073122813553459735 -0.021215376222181618 0.00029543013660349383 -0.010234038284854544 -0.025939033285536976 0.017459664726579619 0.013989873974198659 0.00071383768087766853 0.011001739812616576 0.021938850837535336 -0.026179868445032162 -0.016445192732532986 -0.00059937658927311304 leaf_weight=5151.1170365586877 5.9839875102043143 9.9003366380929965 6.7607572525739661 128.36814466863871 8.6187519580125791 30.744109854102135 18.148765772581104 8.5646509826183301 56.161153562366962 148.09128100425005 11.68614435195923 17.356326788663864 526.38708935678005 798.2668371386826 245.71857284009457 29.155855514109135 17.82188256084919 6.4860035702586156 8.5762808769941348 15.321270592510698 11.11434020847082 5.6766325831413269 6.3177576661109915 5.825465068221094 9.2772529572248477 14.262782223522661 13.385670542716978 5.2223114669322959 5.717311680316925 85.98562091216445 leaf_count=18996 21 34 25 451 42 110 59 30 203 511 39 62 1803 2843 855 114 68 25 29 58 48 23 20 22 31 55 44 20 21 355 internal_value=-3.49925e-07 0.00026243 0.00308784 0.00373271 0.00197845 0.00306192 0.0125229 0.0169358 -4.44258e-05 0.000980322 0.00127896 0.0100022 0.000903345 -0.000673406 -0.00245377 -0.00779707 -0.000723965 -0.00854234 7.19562e-05 -0.0074243 0.000293289 -0.0160059 -0.000105267 0.00251194 0.00183583 0.00330048 0.0132502 -0.00890208 -0.00108507 0.00105117 internal_weight=7412.02 2114.91 207.189 201.205 167.731 159.112 33.4742 26.7134 1907.72 725.584 703.521 29.0425 674.478 1182.14 348.857 85.317 263.54 22.063 833.279 23.8976 809.381 12.1626 5297.11 145.994 139.676 122.911 22.6629 16.7651 11.5428 100.248 internal_count=27017 7453 738 717 603 561 114 89 6715 2497 2415 101 2314 4218 1240 317 923 82 2978 87 2891 48 19564 568 548 485 75 63 43 410 is_linear=0 shrinkage=0.03 Tree=1439 num_leaves=31 num_cat=0 split_feature=12 4 4 2 4 9 6 11 10 5 2 7 9 11 2 6 10 5 4 3 4 4 4 5 0 10 5 12 0 4 split_gain=0.243897 1.33504 3.72072 3.32998 12.9944 2.9181 2.93564 2.80948 2.67643 2.55335 2.55165 2.47482 2.96444 2.62513 1.84077 6.68218 3.02783 2.92899 1.73043 3.16771 3.07861 1.29143 2.322 2.69728 2.28739 3.83875 3.77153 5.60593 4.00066 2.42825 threshold=2.9000000000000008 1.5350000000000008 1.6400000000000006 1.9000000000000001 1.4650000000000005 5.9000000000000012 1.5000000000000002 -2.1666666666666656 -2.1666666666666656 1.7650000000000006 1.9000000000000001 2.1000000000000005 5.3000000000000016 0.50000000000000022 1.7000000000000004 0.70000000000000007 1.0000000180025095e-35 1.2250000000000008 1.4150000000000007 0.70000000000000007 1.4050000000000007 1.195000000000001 1.2050000000000007 1.8900000000000006 200.00000000000003 0.83333333333333337 2.225000000000001 3.1000000000000005 525.00000000000011 0.99000000000000055 decision_type=2 2 2 2 2 2 2 2 2 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 14 5 6 -5 -4 -9 -10 11 13 -13 -3 18 17 -17 -16 20 -20 -1 24 23 -23 25 -2 28 -28 -26 -30 right_child=21 2 7 4 -6 -7 -8 8 9 -11 -12 12 -14 -15 15 16 -18 -19 19 -21 -22 22 -24 -25 26 -27 27 -29 29 -31 leaf_value=-5.0272022007469436e-06 -0.0069936952179426547 -0.0023164954632435412 0.023400700469730328 -0.0074182274638928507 0.0344429671948921 -0.023490610712394024 0.016674094269622283 -0.019231437564008774 0.00098411228464257566 -0.0048822271207607038 -0.016187818868558235 -0.0005537782551326767 0.018360938849572597 -0.0085949389656665015 0.0023596358700916412 -0.013000835465202143 -0.0012749472808800035 0.036134297550866688 -0.0032730658022280057 0.0026398007089061307 -0.0069280934077847823 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-0.00350271 0.0018869 0.000275063 0.000109111 0.0002995 -0.00346213 -0.00298336 0.00394659 -0.00386815 4.20028e-05 -0.00423286 -0.0070486 0.0198869 0.000143619 0.00164508 -0.000134818 0.000219621 -3.84161e-05 -0.00953446 0.00178911 -0.00340207 0.00276774 -0.0038003 0.00428352 -0.000482964 internal_weight=7756.1 4886.15 1035.79 3850.36 36.5594 24.3792 19.2016 658.86 654.166 647.789 376.925 363.259 41.1284 322.13 3813.8 88.5514 79.2946 9.25684 3725.25 582.755 3142.5 2869.95 2464.73 22.9591 405.224 64.2754 340.948 63.9304 277.018 100.809 internal_count=27017 16518 4168 12350 145 98 80 2788 2771 2728 1380 1312 172 1140 12205 330 289 41 11875 1943 9932 10499 9290 69 1209 189 1020 209 811 298 is_linear=0 shrinkage=0.03 Tree=1440 num_leaves=31 num_cat=0 split_feature=11 3 0 3 7 5 4 3 5 6 3 13 13 4 0 5 12 5 7 4 9 13 9 3 2 6 5 5 4 8 split_gain=0.222276 1.6774 3.24367 5.49772 3.3328 2.58012 4.03301 2.42345 2.8711 3.10185 3.27397 2.76008 2.51413 2.34853 2.29802 2.01112 1.95155 1.87735 1.77309 1.64172 0.453256 1.14532 1.35207 0.517813 2.35754 1.45635 1.24708 0.65445 2.23832 2.2893 threshold=-1.4999999999999996 1.3 575.00000000000011 1.1000000000000003 0.90000000000000013 1.3450000000000006 1.1050000000000006 2.1000000000000005 1.7800000000000005 0.70000000000000007 2.5000000000000004 4.1000000000000005 1.7000000000000004 1.6350000000000005 575.00000000000011 1.2950000000000006 2.3000000000000007 1.2250000000000008 1.3 1.2750000000000006 9.9000000000000021 2.5000000000000004 10.300000000000002 3.7000000000000006 0.70000000000000007 1.5000000000000002 2.6750000000000012 2.1250000000000009 0.8650000000000001 7.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 15 16 17 -7 11 13 -10 -11 12 19 18 -14 -4 -1 -6 -9 -3 23 -22 -23 27 -25 26 -26 -2 -29 -30 right_child=20 7 3 -5 5 6 -8 8 9 10 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 25 -27 -28 28 29 -31 leaf_value=0.0038296938759239852 -7.4275564734763906e-05 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355 283 134 858 266 193 171 592 555 73 477 47 72 149 52 78 25729 79 41 25650 120 101 59 25530 1723 1684 is_linear=0 shrinkage=0.03 Tree=1441 num_leaves=31 num_cat=0 split_feature=4 12 0 11 9 5 7 9 9 9 4 12 13 4 13 11 10 4 2 13 13 5 2 11 3 7 13 0 9 12 split_gain=0.233533 1.0078 5.06142 3.55022 3.06932 2.82265 2.96698 2.61915 3.3934 2.55996 2.57406 2.51493 4.1524 4.17249 3.52542 2.07424 2.81504 2.14889 1.88001 2.79873 1.7967 0.969442 2.59628 2.30294 3.88953 3.78772 2.8822 3.71906 3.1502 2.01874 threshold=1.3650000000000009 3.5000000000000004 200.00000000000003 1.5000000000000004 6.9000000000000012 1.2350000000000008 2.1000000000000005 6.1000000000000005 5.3000000000000016 4.3000000000000016 1.1650000000000007 3.1000000000000005 4.5000000000000009 0.79500000000000026 2.1000000000000005 0.33333333333333326 -2.1666666666666656 1.2550000000000006 0.50000000000000011 1.5000000000000002 4.9000000000000012 1.3750000000000007 0.3000000000000001 0.50000000000000022 1.3 2.3000000000000003 2.5000000000000004 525.00000000000011 4.1000000000000005 2.3000000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 4 5 7 -4 -7 8 -3 -5 -11 15 13 -13 -15 16 -1 -18 19 -17 -20 22 -2 24 -24 -26 27 -25 -28 -23 right_child=21 2 3 9 -6 6 -8 -9 -10 10 -12 12 -14 14 -16 18 17 -19 20 -21 -22 29 23 26 25 -27 28 -29 -30 -31 leaf_value=0.017573718389892079 0.018679638015183631 0.01838663767891113 -0.019729108108182656 0.008910036064420623 -0.008080583019706062 0.0032171654867166545 -0.015603417983043606 0.032730457564126354 -0.0050956256111117986 -0.001906198127832742 -0.021730271029116843 0.019784986993862771 0.020430297302702641 0.0017434382895810006 -0.0063308803768384464 -0.019556137855835411 -0.0010447032199610935 0.0012999786626250527 0.0020066278304229543 -0.00086617111535935239 -0.0069025671421828264 0.0022482446602936149 -0.0010562785248363629 -0.0032119535158728848 0.0043624585530503811 -0.010614472022113876 -0.0013994345837246406 0.0063329969239290197 -0.0087191689375124785 -0.00014917750217446809 leaf_weight=7.8625884205102912 6.160161316394805 18.545001395046715 5.3454650416970244 5.6007491499185589 5.8248290717601767 172.02582768723369 7.8840987607836714 6.4234929606318465 7.8970850110054007 10.007169917225839 14.345141388475893 6.7723808512091628 6.7354756444692603 67.374455712735653 175.2840828448534 7.6015447825193396 1312.5502217262983 480.60802201926708 925.00471196323633 140.29883211106062 20.831183269619942 371.22568176686764 895.84342741221189 104.48727428913116 215.26145450025797 16.352032989263535 102.47462467849255 56.662185464054346 109.41821939870715 2128.9746829792857 leaf_count=27 20 62 25 19 21 668 29 22 27 39 62 27 23 241 637 28 4546 1600 3066 500 74 1292 3627 398 812 75 401 249 439 7961 internal_value=-2.2291e-07 0.000182458 0.0020007 0.000204726 0.0119905 0.00175409 0.0023924 0.0155477 0.0113735 -0.00937789 -0.0135839 3.59455e-05 -0.00281317 -0.00344082 -0.00408904 0.000288073 -0.000337736 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0.33333333333333326 1.5650000000000006 1.5000000000000004 -0.49999999999999994 8.1000000000000014 1.0000000180025095e-35 1.3850000000000007 1.9000000000000001 0.50000000000000022 0.90000000000000013 1.6600000000000006 1.5450000000000006 1.9500000000000004 2.5850000000000013 2.3650000000000007 6.1000000000000005 -1.1666666666666663 1.4550000000000007 525.00000000000011 7.1000000000000005 4.1000000000000005 1.3950000000000007 4.3000000000000016 -0.83333333333333315 200.00000000000003 3.5000000000000004 725.00000000000011 -1.0000000180025095e-35 1.5550000000000008 decision_type=2 2 2 2 2 2 2 2 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 9 -3 5 -5 8 -7 -6 -4 13 -11 12 -12 17 15 -15 -13 -2 -19 -16 -1 22 23 28 -25 26 -24 -27 -22 -23 right_child=1 2 3 4 7 6 -8 -9 -10 10 11 16 -14 14 19 -17 -18 18 -20 -21 21 29 25 24 -26 27 -28 -29 -30 -31 leaf_value=3.408157388504114e-05 0.0064065400843682898 -0.0096300885424308504 0.0066691153541491143 -0.01703433095062893 0.017726738418801142 0.0094394736959934073 -0.0015883050408546761 -0.0015959637023414601 0.024855638427168352 0.020849087442743473 -0.00045588123198488318 -0.015909044004834959 0.020819582444557866 -0.00013677195392624851 -0.0026878599711272285 0.013897228858310439 0.0035713873859488468 -0.0049812882462518578 -0.017445884967675605 -0.022188870619249467 0.0023833003068268722 0.0023925504366901253 -0.02721876488696777 -0.011109497692649909 0.015630428149144889 -0.00049217752926329942 -0.0057750125992181685 -0.012144991957811699 -0.019144101686924382 0.02138879081510138 leaf_weight=6991.1711559575051 7.5844756364822379 11.201722010970114 7.7058085352182415 7.9075299501419094 6.9833396524190929 42.172580122947693 28.380188576877117 12.301458209753035 9.1147647947072965 9.1097754389047605 22.553576081991199 12.261764548718931 6.7954683154821387 41.315683551132679 11.789067864418032 15.379685610532759 7.3043499588966361 35.922571912407875 17.225175477564335 5.9653036743402472 7.3322250247001639 6.4796607196331015 6.6792995631694785 6.730130970478057 26.588148470968008 288.30118208006024 71.806765198707581 14.102156456559895 8.2063312977552396 9.2447259873151761 leaf_count=24597 23 38 24 24 22 133 88 39 30 28 69 43 20 123 42 53 30 106 61 18 24 19 20 25 92 877 218 78 26 27 internal_value=1.15778e-07 0.000808394 0.00391628 0.00524079 -0.00112312 0.00722136 0.0050035 0.0054011 0.0165241 -0.00121468 0.002622 -0.000772546 0.00447023 -0.00286152 0.000591452 0.00367021 -0.00863668 -0.0070944 -0.00902106 -0.00924002 -3.45531e-05 -0.0011117 -0.00164857 0.00411791 0.0102291 -0.00238823 -0.00759991 -0.00103559 -0.0089859 0.0135609 internal_weight=7755.62 318.974 125.767 114.566 27.1923 87.3733 70.5528 19.2848 16.8206 193.207 58.0249 48.9152 29.349 135.182 74.4497 56.6954 19.5661 60.7322 53.1477 17.7544 7436.64 445.471 429.746 48.8568 33.3183 380.889 78.4861 302.403 15.5386 15.7244 internal_count=27017 1014 398 360 85 275 221 61 54 616 190 162 89 426 236 176 73 190 167 60 26003 1406 1360 167 117 1193 238 955 50 46 is_linear=0 shrinkage=0.03 Tree=1443 num_leaves=31 num_cat=0 split_feature=4 4 11 8 2 12 13 13 7 6 0 0 6 9 3 10 4 5 11 9 5 4 12 5 13 9 5 5 13 5 split_gain=0.221301 2.05688 3.88991 3.98891 5.68748 3.74907 4.28479 4.00075 3.40593 2.17977 2.89629 2.96462 2.71066 2.97708 1.55614 1.23884 1.17386 2.72297 2.20821 2.24648 1.95641 1.40328 2.82552 4.06923 3.2753 1.894 1.12346 1.10573 0.952842 1.9707 threshold=1.8200000000000003 1.8850000000000005 1.8333333333333337 5.5000000000000009 2.3000000000000003 3.7000000000000006 1.7000000000000004 1.9000000000000001 2.1000000000000005 2.3000000000000003 525.00000000000011 475.00000000000006 2.1000000000000005 4.1000000000000005 1.1000000000000003 -2.8333333333333326 1.7750000000000004 0.9650000000000003 -1.4999999999999996 2.7000000000000006 1.3450000000000006 1.7400000000000007 4.5000000000000009 1.6600000000000006 3.3000000000000007 6.3000000000000016 0.76500000000000024 1.5850000000000006 1.7000000000000004 0.95000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 2 3 5 8 6 -2 -7 -5 12 11 -11 15 -14 -15 -3 21 -18 -19 -20 -21 28 23 24 -23 -25 -17 -6 29 -1 right_child=1 9 -4 4 27 7 -8 -9 -10 10 -12 -13 13 14 -16 26 17 18 19 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=0.007039121351975596 0.0082126172055329329 -0.010043530524145364 0.018821612223477835 0.0012156063136608635 -0.023707769713691255 -0.016152200581409624 -0.012065692130013446 0.0077531016785082132 0.01937769277107447 0.013132268127855111 0.023365957712336523 -0.0092957504281014902 0.0087149406799978835 -0.0032338766029282192 -0.020228385167657178 0.010690408054586457 0.017559880911324259 0.016345415097766242 -0.015178605967065849 0.0056579068345270871 -0.00044924512921974593 0.0021892158836306313 0.012408279689332649 -0.0066982117652009225 -0.0095532024813589338 -0.019333821339996973 0.00022353043950297687 -0.0077289016975254591 0.00017378544028458524 -0.0013691925081987877 leaf_weight=26.136722296476364 10.491459026932715 10.498382642865179 7.3278312832117072 99.161850159987807 8.5107556879520398 8.4299809634685499 88.360225021839142 24.946404825896025 10.25373028218746 11.083576470613483 8.2231021746993047 10.172737281769514 6.435971304774287 7.3053239285945919 14.423620536923407 9.3057972863316518 9.8454039022326452 8.6399828717112523 7.5666227638721457 68.448088273406029 152.14285957068205 89.184640318155289 10.53121581673622 30.997551098465919 28.119003355503082 16.285886727273464 1121.8399440124631 7.1907378286123267 6379.306247192435 624.4792184047401 leaf_count=77 32 37 22 298 28 25 255 80 34 34 27 32 19 22 44 42 34 28 22 207 452 257 36 89 80 54 3687 22 18940 2001 internal_value=-4.16861e-07 -0.000337626 -0.00273132 -0.00334503 0.00049464 -0.00697821 -0.00991349 0.00171526 0.00291764 0.000190642 0.00824745 0.00239878 -1.23906e-05 -0.00920656 -0.0145148 0.000214434 6.58313e-05 0.00210094 0.00145819 0.000894437 0.00144577 -3.83434e-06 -0.00265652 -0.00362045 -0.000625574 -0.0110503 0.00030964 -0.01639 6.2245e-05 -0.00103141 internal_weight=8915.64 1463.96 264.673 257.345 125.117 132.228 98.8517 33.3764 109.416 1199.29 29.4794 21.2563 1169.81 28.1649 21.7289 1141.64 7451.68 246.643 236.798 228.158 220.591 7205.04 175.118 164.587 117.304 47.2834 1131.15 15.7015 7029.92 650.616 internal_count=27017 4740 796 774 382 392 287 105 332 3944 93 66 3851 85 66 3766 22277 743 709 681 659 21534 516 480 337 143 3729 50 21018 2078 is_linear=0 shrinkage=0.03 Tree=1444 num_leaves=31 num_cat=0 split_feature=4 12 0 11 9 5 7 9 4 9 9 12 13 4 13 11 10 4 12 3 3 13 12 6 4 4 3 11 4 13 split_gain=0.226009 0.973267 4.82743 3.42504 2.91675 2.73746 2.86126 2.47613 2.53181 2.45005 3.23119 2.41778 3.95618 3.99061 3.39663 1.98906 2.6873 2.06578 1.84274 3.16315 2.43775 0.934357 3.0345 2.11306 2.57776 1.97362 2.74773 1.96435 3.46137 1.81151 threshold=1.3650000000000009 3.5000000000000004 200.00000000000003 1.5000000000000004 6.9000000000000012 1.2350000000000008 2.1000000000000005 4.3000000000000016 1.1650000000000007 6.1000000000000005 5.3000000000000016 3.1000000000000005 4.5000000000000009 0.79500000000000026 2.1000000000000005 0.33333333333333326 -2.1666666666666656 1.2550000000000006 1.9000000000000001 0.90000000000000013 0.70000000000000007 3.9000000000000008 1.7000000000000004 1.3 1.6250000000000002 1.4650000000000005 0.70000000000000007 0.50000000000000022 1.6100000000000005 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 4 5 9 -4 -7 -5 -9 10 -3 15 13 -13 -15 16 -1 -18 19 -17 -20 29 25 24 -24 -23 -27 28 -25 -2 right_child=21 2 3 7 -6 6 -8 8 -10 -11 -12 12 -14 14 -16 18 17 -19 20 -21 -22 22 23 27 -26 26 -28 -29 -30 -31 leaf_value=0.017105524596246369 -0.0002294295760971811 0.017886834913599037 -0.019564686646019982 0.0086990821093976805 -0.0079394395815255998 0.0031552905355569563 -0.015399772977156825 -0.0018416097161386565 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9.1934902369976026 5.4140308499336234 77.845020610839128 84.922966182231903 332.57315360754728 leaf_count=27 12873 62 25 19 21 668 29 39 62 22 27 27 23 241 637 705 4546 1600 76 491 2396 30 29 374 48 39 20 299 344 1218 internal_value=-1.50391e-07 0.00017956 0.00196591 0.000207961 0.0116953 0.00172532 0.00234963 -0.00923453 -0.0134064 0.0151345 0.0110913 3.55416e-05 -0.00276032 -0.00337671 -0.0040144 0.000282559 -0.000330459 -0.000407491 0.00129128 -0.00048161 0.00214612 -0.000152874 -0.00174145 -0.000918544 0.00928848 -0.0125294 -0.00619433 -0.00157038 6.79636e-05 -2.07476e-05 internal_weight=7411.22 3404.79 254.02 215.146 38.8737 185.36 180.079 29.7864 24.1649 33.0795 26.5648 3150.77 255.776 248.981 242.154 2895 1800.69 1792.77 1094.31 355.997 738.315 4006.43 307.638 285.835 17.1582 21.8036 14.6075 268.677 190.832 3698.79 internal_count=27017 11743 974 842 132 722 697 120 101 111 89 10769 928 905 878 9841 6173 6146 3668 1196 2472 15274 1183 1094 77 89 59 1017 718 14091 is_linear=0 shrinkage=0.03 Tree=1445 num_leaves=31 num_cat=0 split_feature=7 2 8 9 8 0 5 4 3 0 11 5 0 10 5 8 0 12 13 5 6 13 11 4 4 9 8 5 3 7 split_gain=0.241989 1.91019 2.00337 1.97525 2.81529 2.17487 3.51295 2.11906 1.93363 1.46954 0.929139 0.739783 2.80315 1.8459 0.879773 3.65652 4.7309 2.736 2.8579 2.558 3.407 2.56133 2.32592 2.2243 2.19644 0.858787 1.53327 0.810644 0.704227 0.417361 threshold=2.1000000000000005 0.3000000000000001 8.5000000000000018 3.5000000000000004 3.1000000000000005 350.00000000000006 2.1050000000000009 1.7300000000000004 1.5000000000000002 475.00000000000006 0.33333333333333326 0.67500000000000016 475.00000000000006 -1.0000000180025095e-35 0.87000000000000033 4.7000000000000002 575.00000000000011 1.7000000000000004 3.3000000000000007 0.90500000000000014 1.9000000000000001 3.7000000000000006 -0.83333333333333315 0.9650000000000003 1.195000000000001 2.1000000000000005 4.9000000000000012 0.92500000000000027 1.1000000000000003 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 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 3 4 10 7 -7 -5 -6 -2 -3 12 13 -1 15 16 22 24 -19 20 23 -22 -13 -16 -17 26 -21 -27 -15 -4 right_child=1 2 29 5 8 6 -8 -9 -10 -11 -12 14 -14 28 19 17 -18 18 -20 25 21 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.01393661598396391 -0.0022785074382513197 -0.015979250017335103 -0.008165394143051917 -0.002416901005853153 0.0063372772577051416 0.00077206741002218415 -0.018221363402022888 -0.012173610934203152 -0.0032125539571241941 -0.021904357258282155 -0.00034764035256496119 0.015776321618828571 -0.022806646926074963 -0.016240828313896956 0.0089048653554784085 0.0015661237227369287 0.027967211336548451 -0.0017258834769014928 0.018215730359162557 -0.013511567084712919 0.018909819308092799 -0.0080365067157487664 0.001594892534168805 -0.015203353050274822 -0.017442702089523299 0.0046893022413288625 0.0030601985554952059 6.4202742671747959e-05 0.0011472497449861979 -0.023307550462031736 leaf_weight=6.1840941160917291 7.2388649284839612 8.3860711921006423 2.9112764429301015 156.38573062419891 100.15771000180393 377.23838166333735 8.9725544452667219 22.978287417441607 23.573234364390373 6.5323317646980286 5.7817771285772315 12.808990299701689 6.0390413915738455 4.2515122219920158 3.9196617603301993 8.411265045404436 8.5138271376490575 37.36930120550096 7.8218167126178733 11.218725062906744 6.6501813977956754 6.0748311579227448 55.545790687203407 28.403296317905188 15.649431116878985 34.278817761689425 9.101363852620123 6764.7346736174077 4.1352720707654953 3.7464782893657684 leaf_count=27 26 35 17 583 432 1538 35 135 97 26 23 41 48 26 13 31 32 206 32 47 22 22 212 141 71 138 49 22868 14 30 internal_value=6.22975e-07 -0.000521653 -0.000307049 -0.000152035 0.00306735 -0.000936987 0.000330807 -0.00366683 0.00451784 -0.011588 -0.00960012 5.43949e-05 -0.00562102 0.00150173 7.10799e-05 0.00237452 0.00687896 -0.00262535 0.00172567 2.20471e-05 -0.00710327 0.00604583 0.00425235 -0.0122799 -0.0107975 6.91164e-05 -0.00608908 8.75213e-05 -0.00766729 -0.0166862 internal_weight=7755.01 723.903 710.132 703.474 137.899 565.575 386.211 179.364 123.731 13.7712 14.1678 7031.11 20.6099 14.5709 7010.5 146.12 76.8686 69.2518 45.1911 6864.38 45.048 12.725 68.3548 32.323 24.0607 6819.33 20.3201 6799.01 8.38678 6.65775 internal_count=27017 2977 2925 2878 587 2291 1573 718 529 52 58 24040 115 67 23925 625 285 340 238 23300 198 44 253 154 102 23102 96 23006 40 47 is_linear=0 shrinkage=0.03 Tree=1446 num_leaves=31 num_cat=0 split_feature=5 7 0 8 2 8 11 10 6 5 13 2 0 9 5 12 9 0 12 7 10 5 10 3 5 10 3 3 11 0 split_gain=0.224536 3.2273 2.6558 2.47202 3.80295 3.65941 3.09206 3.06972 2.73287 2.19067 4.12 5.43924 3.76346 2.03433 1.60666 5.07468 1.56634 1.4911 4.03258 3.68706 4.15544 4.80753 3.04835 2.66522 3.91591 3.61648 2.46943 2.23987 2.83607 3.39325 threshold=1.6400000000000006 3.1000000000000005 200.00000000000003 4.1000000000000005 0.90000000000000013 5.9000000000000012 -0.33333333333333331 0.83333333333333337 0.90000000000000013 1.6600000000000006 3.1000000000000005 1.3 525.00000000000011 7.9000000000000012 1.6750000000000003 3.7000000000000006 2.9000000000000004 200.00000000000003 2.3000000000000007 1.1000000000000003 1.0000000180025095e-35 0.8650000000000001 0.83333333333333337 2.1000000000000005 1.5550000000000008 -0.83333333333333315 1.5000000000000002 1.5000000000000002 -0.83333333333333315 350.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 3 4 8 6 -5 -7 -2 10 12 -12 -4 -6 15 -11 -16 18 19 26 21 -21 23 24 -20 -25 -1 -19 29 -29 right_child=1 -3 9 5 13 7 -8 -9 -10 14 11 -13 -14 -15 16 -17 -18 27 22 20 -22 -23 -24 25 -26 -27 -28 28 -30 -31 leaf_value=0.0031163246111883618 0.012862068092045821 -0.018871351403821256 0.0023908449135292753 -0.0058768934759948991 0.012763082139678172 0.0034300023761355239 0.0015090238103743676 0.016550179792426269 -0.00849979032891654 -0.0097139542664751791 -0.015620258931761354 0.010358841609696638 0.015689658723334207 -0.0051616814783127588 0.0092644222317299681 0.013355209805199813 -0.00030445141242164373 0.00048767256100504589 -0.00098008561404894072 0.016450637477754094 -0.0047107494510920276 0.00031525874431189772 -0.0060173769602327298 0.025823543603497916 -0.0085853279399099262 0.0016534590382115948 0.018236164821857137 -0.006450396193906984 -0.001755892366301735 0.0044276170251116099 leaf_weight=226.09745606780052 7.4639133512973812 7.9315813034772864 50.023816496133804 76.674982562661171 55.990460693836212 104.76844094693661 152.42226408421993 18.952937185764313 19.397598460316658 45.616434872150421 18.545162841677669 11.912295848131178 31.032180286943913 6.3441433981060973 15.519061535596846 10.570668637752531 1941.786684460938 3851.0100341700017 493.06798888742924 17.794323086738586 161.01129804551601 251.62582761049271 167.26524917781353 7.0981714725494376 69.524201571941376 25.904523134231567 10.158540353178976 31.567367479205132 886.30185675621033 141.46458370238543 leaf_count=645 23 23 151 236 174 306 463 55 66 135 55 35 96 23 47 31 6636 11265 1386 50 449 698 474 20 202 78 33 95 2643 424 internal_value=-6.7107e-07 0.000235574 0.000294611 0.00241037 0.00687239 0.00128233 -0.000962918 0.00543989 -0.00256405 -0.00014548 0.00394751 -0.00545951 0.00748228 0.0109388 -0.000372163 -0.00537387 -0.000228582 -9.66224e-05 -0.000949311 0.000755102 -0.000897771 0.00138095 -0.00243885 -0.00143387 -0.00191993 0.00685193 0.00376645 0.000151621 -0.00107003 0.00244307 internal_weight=8914.84 2574.95 2567.02 442.015 89.1961 352.819 229.097 123.721 26.8615 2125.01 111.513 30.4575 81.056 62.3346 2013.49 56.1871 1957.31 6339.89 1429.55 666.687 430.431 269.42 762.86 595.595 562.592 33.0027 236.256 4910.34 1059.33 173.032 internal_count=27017 8555 8532 1346 286 1060 699 361 89 7186 337 90 247 197 6849 166 6683 18462 4035 1875 1197 748 2160 1686 1588 98 678 14427 3162 519 is_linear=0 shrinkage=0.03 Tree=1447 num_leaves=31 num_cat=0 split_feature=4 2 10 11 5 4 4 5 9 0 4 4 0 7 7 5 11 6 3 13 4 12 5 9 11 9 4 6 8 8 split_gain=0.226945 2.31276 3.31829 2.70523 2.34165 2.34866 1.84138 1.76112 2.50715 2.35844 4.30816 2.52598 2.32451 1.7503 3.0987 2.63806 1.64181 2.54263 1.74575 1.5828 1.57396 2.18614 3.28687 2.16713 1.54329 1.45348 1.25816 3.33018 2.94306 8.00262 threshold=2.0250000000000008 1.7000000000000004 0.33333333333333326 -1.1666666666666663 1.3150000000000006 2.055000000000001 1.9400000000000006 1.5550000000000008 4.7000000000000002 200.00000000000003 1.9900000000000007 1.9650000000000001 350.00000000000006 0.70000000000000007 1.1000000000000003 1.4450000000000007 -0.66666666666666663 1.1000000000000003 2.3000000000000003 1.7000000000000004 2.0350000000000006 2.7000000000000006 0.82000000000000028 5.3000000000000016 1.8333333333333337 5.3000000000000016 1.9050000000000002 0.70000000000000007 4.5000000000000009 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 -2 -5 -6 26 9 -9 10 11 -8 -11 -4 -15 -16 17 -10 -18 -14 25 23 -23 -22 -24 -3 -1 -28 -29 -30 right_child=1 20 13 4 5 -7 7 8 16 12 -12 -13 19 14 15 -17 18 -19 -20 -21 21 22 24 -25 -26 -27 27 28 29 -31 leaf_value=-1.4680848087356081e-05 0.015586672668090095 0.018603691754179995 -0.0037303915019399089 -0.010577339773422696 0.015921911153576912 -0.0012518472432993548 0.0078071865702052778 -0.016329856773873646 0.016883843797946385 -0.014774575443361991 -0.0089813754128153442 0.036269217440013116 -0.013069230373631573 0.029689427417010691 0.019144389752106201 0.00077631925894064717 -0.009432304753905876 -0.0048900557355291219 0.00282249828586799 0.0012521562634056338 -0.022956691745179079 0.027290975999245584 -0.0011249219883025649 0.0013822630862727675 0.0076763968343352479 -0.00058159177967279118 -0.0069976126474863357 -0.0069503618681464822 0.024297768085763959 0.0019775758319760441 leaf_weight=6584.6038040090352 9.3795293495058996 7.3526663854718191 6.2641436532139769 18.838550914078951 8.7889476716518384 38.833279825747013 6.0478566437959689 17.030867993831635 7.9941747933626202 11.652322292327879 6.9722154438495627 5.2359213083982468 7.8013364300131789 8.1948294490575773 12.456759162247183 16.174951337277889 40.610253922641277 12.182002708315848 14.09237354621291 63.305682361125946 7.8046732880175096 3.8179756477475157 358.54881674423814 5.6949591897428036 18.874417163431644 6.8789998739957809 22.3179537281394 13.173015981912611 20.437856078147888 49.402876116335392 leaf_count=23344 35 31 25 94 31 156 22 64 29 53 27 20 38 28 46 56 156 44 57 290 55 19 1755 31 68 27 95 50 75 196 internal_value=2.86535e-09 0.000599459 0.00428167 0.000504447 -0.00162409 0.00191767 -4.59743e-05 -0.00293549 -0.00594042 -0.00020143 0.00955847 0.0210142 -0.00235438 0.0109296 0.0134233 0.00876769 -0.00357739 0.00373717 -0.00627525 -0.00031908 -0.000471345 -0.000824726 -0.000404614 -0.0126891 -0.00068478 0.00933032 3.73539e-05 0.0032902 0.00605604 0.00850925 internal_weight=7410.76 527.903 118.931 75.8403 66.4608 47.6222 6882.86 192.925 91.9097 101.015 18.256 11.2838 82.7593 43.0907 36.8265 28.6317 74.8788 20.1762 54.7026 71.107 408.973 394.741 381.241 13.4996 377.423 14.2317 6689.94 105.332 83.0137 69.8407 internal_count=27017 2457 471 316 281 187 24560 800 350 450 69 42 381 155 130 102 286 73 213 328 1986 1928 1842 86 1823 58 23760 416 321 271 is_linear=0 shrinkage=0.03 Tree=1448 num_leaves=10 num_cat=0 split_feature=5 5 12 5 4 5 10 5 5 split_gain=0.237616 0.352594 1.58615 0.591691 1.28048 0.429092 1.51137 1.12825 0.492456 threshold=3.2350000000000008 2.9150000000000005 4.3000000000000016 2.8350000000000004 1.4950000000000008 2.7550000000000012 1.0000000180025095e-35 2.725000000000001 2.7050000000000005 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 7 -7 8 -1 right_child=-2 2 -4 4 -6 6 -8 -9 -10 leaf_value=-2.6646065503708179e-07 -0.0059582485279273522 0.016106289209919102 -0.0029183625742993696 0.0056293607728285667 -0.01476686140566344 0.01436844638826826 -0.0041997948455077087 -0.012129680955184187 0.0080184805057415022 leaf_weight=7690.6085643540137 6.0177247375249854 6.3881556615233448 10.309204101562498 4.5575344786047918 7.0638938248157501 7.7757952325046054 8.0084923952817899 6.8999284207820883 6.8990020602941504 leaf_count=26782 21 27 39 20 24 30 26 23 25 internal_value=7.68746e-07 5.3967e-06 0.00436018 -4.00774e-06 -0.00676815 6.17451e-06 0.00494746 -3.94886e-06 6.92046e-06 internal_weight=7754.53 7748.51 16.6974 7731.81 11.6214 7720.19 15.7843 7704.41 7697.51 internal_count=27017 26996 66 26930 44 26886 56 26830 26807 is_linear=0 shrinkage=0.03 Tree=1449 num_leaves=30 num_cat=0 split_feature=12 4 8 10 2 5 5 0 2 0 10 5 5 5 5 5 12 5 4 5 9 7 0 8 4 3 4 8 4 split_gain=0.228648 1.19081 1.05478 1.00105 0.998458 3.36688 3.92722 3.67267 2.64413 2.18721 1.26884 1.4141 1.2373 2.13524 1.54862 0.944673 1.6852 3.26324 4.30658 3.07779 2.72503 2.14767 2.03939 1.05956 3.26 2.54384 1.47264 3.45209 1.57479 threshold=2.5000000000000004 0.71500000000000019 1.7000000000000004 -2.4999999999999991 1.7000000000000004 1.3150000000000006 0.78500000000000025 200.00000000000003 1.9000000000000001 475.00000000000006 1.8333333333333339 1.1550000000000007 1.9250000000000003 1.9350000000000005 1.8750000000000002 1.2050000000000007 2.7000000000000006 0.88500000000000023 1.6100000000000005 1.1950000000000005 4.7000000000000002 1.5000000000000002 475.00000000000006 3.5000000000000004 0.77500000000000036 0.90000000000000013 1.3250000000000008 7.1000000000000005 1.3350000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 -1 10 6 -6 -7 -8 -9 12 -12 14 -14 -5 16 17 18 -3 21 -19 -18 -21 24 -17 -26 27 -25 -28 right_child=1 15 -4 4 5 7 8 9 -10 -11 11 -13 13 -15 -16 23 19 20 -20 22 -22 -23 -24 26 25 -27 28 -29 -30 leaf_value=-0.0096058384698914524 -0.001083799492687198 0.0024582582236274773 -0.016875767493125342 1.0619460003616676e-05 0.013834735525689734 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747.54890270903707 22.050958767533302 457.66861540172249 32.662054311484098 12.682326644659041 2808.2374228239059 leaf_count=29 29 40 33 10950 32 25 183 28 57 43 22 38 23 449 139 21 792 315 25 30 142 632 50 2466 62 1537 104 38 8683 internal_value=-6.85537e-07 0.000141743 -0.00819261 -0.000162764 -0.000139882 -0.00282231 -0.00590069 0.00529623 -0.00793788 0.011335 -5.93426e-05 -0.00739407 -2.07879e-05 -0.00287109 7.6467e-05 0.000168844 0.00123816 0.00372584 -0.0072364 0.000289297 0.00523596 -0.00029586 0.0104668 7.28173e-07 -0.00131448 -0.00159028 0.000178139 0.00135089 -0.000135692 internal_weight=8914.35 4744.8 15.3791 4169.54 4159.46 121.246 87.9121 33.3344 79.6864 24.3716 4038.22 21.1157 4017.1 132.545 3884.56 4729.42 642.533 177.41 21.4804 465.123 155.93 439.835 25.2885 4086.89 485.761 479.72 3601.13 760.231 2840.9 internal_count=27017 14999 62 12018 11989 368 272 96 240 71 11621 60 11561 472 11089 14937 2026 522 65 1504 457 1424 80 12911 1620 1599 11291 2504 8787 is_linear=0 shrinkage=0.03 Tree=1450 num_leaves=31 num_cat=0 split_feature=5 12 10 12 3 4 9 2 2 5 10 11 6 12 12 9 13 8 5 0 5 7 11 4 4 8 11 4 3 5 split_gain=0.227978 2.39066 1.60314 1.77766 2.13254 3.30413 1.9536 3.38867 2.41342 1.86477 1.33382 2.70649 2.01379 2.36016 1.88035 2.922 2.59723 2.90431 1.37946 1.189 1.01531 2.93222 3.09011 3.6079 3.7283 2.27036 4.26429 3.679 1.46576 1.44545 threshold=2.2750000000000008 3.5000000000000004 1.8333333333333339 3.9000000000000008 2.3000000000000003 1.3550000000000006 5.5000000000000009 2.1000000000000005 2.3000000000000003 2.4850000000000008 1.0000000180025095e-35 -0.33333333333333309 1.5000000000000002 3.1000000000000005 3.1000000000000005 8.1000000000000014 2.5000000000000004 4.5000000000000009 2.3850000000000011 475.00000000000006 2.1550000000000011 2.1000000000000005 -1.0000000180025095e-35 1.2050000000000007 1.6000000000000008 3.7000000000000006 1.1666666666666672 1.4250000000000005 3.3000000000000003 2.2150000000000012 decision_type=2 2 2 2 2 2 2 2 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 10 3 4 9 -6 7 -5 -8 -3 14 19 13 -13 16 -16 17 -2 -18 -12 28 22 23 29 -25 26 -24 -27 -1 -22 right_child=1 2 -4 6 5 -7 8 -9 -10 -11 11 12 -14 -15 15 -17 18 -19 -20 -21 21 -23 25 24 -26 27 -28 -29 -30 -31 leaf_value=-8.1379188374489098e-06 -0.0089477581603232791 -0.010163418138056126 0.015314335615962084 0.011653237243957334 -1.8063562569910798e-05 0.019829258796327954 -0.0058287366255149161 -0.01595938801397748 0.0048019267578536824 0.009966814178066238 -0.00058951053657909486 -0.015657436451182449 0.016315697852135443 0.011606941839841884 -0.0221089561268146 0.0079755014682050748 -0.0042947250348294849 0.017233113914453604 -0.023589279447878607 -0.020074949936885581 0.010060915177963757 0.021397368617529187 -0.0020305799041656658 -0.0046619315279138812 0.010778781125592057 -0.012269830711328644 0.02954073954829884 0.00071153706040630316 -0.010636071508565015 0.029063036252452948 leaf_weight=6954.149053488858 7.2850125804543522 11.369756110012533 6.7932721748948088 20.030796453356746 14.60811533033848 15.622372776269911 77.795675441622734 4.9980205893516532 25.52656301856041 6.5146950185298911 4.7663583382964116 5.9110014289617556 9.3049578070640546 5.5317520499229431 14.426186643540861 3.6384405493736258 7.1148322373628599 8.0024201050400716 6.277154766023159 6.8963104262948036 7.087198078632353 6.9195781648159018 12.154184348881246 28.734677851200104 27.584900453686714 30.094782948493958 5.6357574537396422 56.606370829045773 11.69868193566799 7.328081414103508 leaf_count=25107 36 45 27 84 62 56 369 20 103 24 22 24 34 23 81 19 31 35 36 34 26 22 47 104 97 119 21 214 69 26 internal_value=-5.26869e-08 -0.000868504 0.00101337 0.000462842 0.00538069 0.0102385 -0.00138071 0.00613925 -0.00320235 -0.00283066 -0.00522545 -0.000548603 0.00595114 -0.00247706 -0.00846819 -0.0160496 -0.00369281 0.00475698 -0.0133386 -0.0121115 3.18295e-05 0.00224292 0.00148652 0.0063286 0.00290081 -0.00179131 0.00797104 -0.00379442 -2.59868e-05 0.0197207 internal_weight=7410.41 262.414 183.259 176.466 48.1149 30.2305 128.351 25.0288 103.322 17.8845 79.1544 32.4104 20.7477 11.4428 46.744 18.0646 28.6794 15.2874 13.392 11.6627 7147.99 182.146 175.226 70.7349 56.3196 104.491 17.7899 86.7012 6965.85 14.4153 internal_count=27017 1165 790 763 187 118 576 104 472 69 375 137 81 47 238 100 138 71 67 56 25852 676 654 253 201 401 68 333 25176 52 is_linear=0 shrinkage=0.03 Tree=1451 num_leaves=31 num_cat=0 split_feature=0 8 11 4 8 12 5 4 11 6 5 4 8 10 2 4 10 9 4 11 4 8 9 4 6 10 8 9 13 3 split_gain=0.235254 1.1341 1.17001 2.84208 3.4569 3.49119 3.13417 2.01575 3.14008 2.9409 2.75791 2.62731 5.69697 4.50103 0.949031 1.23103 2.35171 2.58169 2.82383 1.76697 1.05008 0.934658 1.1017 0.907943 0.896733 2.5161 1.98401 1.91524 1.32673 5.34382 threshold=575.00000000000011 2.1000000000000005 -0.66666666666666663 2.2150000000000007 7.1000000000000005 2.1000000000000005 1.3750000000000007 1.195000000000001 1.0000000180025095e-35 2.1000000000000005 1.8450000000000004 1.5250000000000006 6.5000000000000009 1.5000000000000004 3.3000000000000003 2.475000000000001 0.50000000000000022 5.1000000000000005 2.5650000000000008 -0.33333333333333309 2.0750000000000006 7.7000000000000002 5.1000000000000005 2.6250000000000004 1.1000000000000003 -1.4999999999999996 6.9000000000000012 9.5000000000000018 1.9000000000000001 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 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 5 -3 -6 8 10 -10 -4 12 -9 -13 15 24 17 18 -17 -19 -16 -5 -23 -18 25 26 -1 -27 29 -26 right_child=1 2 7 21 6 -7 -8 11 9 -11 -12 13 -14 -15 20 16 23 19 -20 -21 -22 22 -24 -25 28 27 -28 -29 -30 -31 leaf_value=-0.0038986656818721312 -0.01185924634601526 0.0040995642235564936 -0.0028684988709546575 -0.017866309929116163 -0.0059152684758505408 -0.0032822064430428387 0.015935198345666004 0.0051347130612417529 -0.00070761673909259983 0.010968542845363159 -0.015225216752111647 -0.00097523110091411139 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leaf_count=349 24 258 216 109 54 856 81 914 320 72 61 1818 94 212 26 15 26 22 27 32 99 25 43 27 165 6600 45 19 13924 484 internal_value=8.38419e-07 0.000376607 0.000442996 -0.00104216 -0.000391478 -0.00134742 0.00956879 0.00101034 -0.00153049 0.00152891 -0.00583914 0.00179993 0.00386482 0.000140044 -7.18248e-05 -5.36973e-05 0.00635354 0.0122099 0.0279849 0.00434274 -0.00732314 -0.0124219 -0.00415233 -0.00709373 -8.03754e-05 -0.000623323 -0.00533331 -0.000373223 0.000149911 0.00245618 internal_weight=7754.33 1256.5 1249.72 345.443 326.759 298.145 28.6145 904.277 214.39 125.37 89.0201 689.887 307.437 382.451 6497.83 6481.62 26.876 18.7223 6.23003 12.4923 16.2034 18.6837 7.41732 8.15366 6454.75 1922.37 96.9305 1825.44 4532.38 213.899 internal_count=27017 5157 5133 1426 1249 1114 135 3707 669 392 277 3038 1008 2030 21860 21735 149 96 42 54 125 177 68 53 21586 7013 394 6619 14573 649 is_linear=0 shrinkage=0.03 Tree=1452 num_leaves=28 num_cat=0 split_feature=12 2 4 5 4 9 4 2 5 0 5 2 0 10 10 9 5 6 6 11 0 8 11 4 9 0 7 split_gain=0.219446 1.17086 1.52657 1.82399 1.92996 1.7053 0.989231 1.08989 3.03476 3.98311 3.72736 2.99082 2.16529 1.45496 1.21256 1.38914 1.22085 0.866204 1.83528 2.63218 1.07777 0.800123 3.16072 1.52299 0.701915 0.686681 0.192412 threshold=2.5000000000000004 0.50000000000000011 1.2150000000000005 1.9000000000000004 1.0250000000000006 5.7000000000000002 2.3250000000000006 1.7000000000000004 1.3150000000000006 200.00000000000003 0.78500000000000025 1.9000000000000001 475.00000000000006 -2.4999999999999991 1.8333333333333339 4.3000000000000016 2.3150000000000008 3.3000000000000003 2.9000000000000004 -0.33333333333333331 525.00000000000011 3.5000000000000004 -0.66666666666666619 0.98000000000000043 4.5000000000000009 350.00000000000006 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 -2 -5 7 13 10 -10 -9 -12 -11 -1 16 -16 -15 18 21 24 -21 22 -3 -23 -20 -4 -27 right_child=1 17 25 5 -6 -7 -8 8 9 12 11 -13 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12.171475499868391 14.786533609032629 10.371580448001621 5.8022451400756854 13.769738972187044 4.6165509633719912 84.174493558704853 402.52554001938552 4019.0757777169347 6.3290661945939064 3.4535803385078907 3.8119095861911774 leaf_count=28 29 526 21 29 27 34 31 31 24 28 177 55 42 11482 25 35 60 33 17 59 19 286 1303 12551 24 22 19 internal_value=-7.6056e-07 0.000138779 -0.00514038 -0.00113713 0.00539329 -0.0107705 -0.000159547 -0.000179801 -0.00301043 0.00476557 -0.00596398 -0.00796447 0.0110088 -9.65265e-05 -6.85961e-05 -0.00724212 -3.0872e-05 0.000180852 0.000161727 -0.00717128 -0.0143279 0.000209688 -0.000851106 0.000355174 0.00367539 -0.0142894 -0.0198513 internal_weight=8913.73 4744.41 37.512 26.0942 15.5518 10.5425 4169.32 4161.32 118.923 32.7363 86.187 78.1516 24.1428 4042.4 4032.69 21.0961 4011.59 4706.9 4696.52 30.5176 18.3863 4666.01 562.756 4103.25 12.1313 11.4178 7.26549 internal_count=27017 14999 181 119 56 63 12018 11987 357 94 263 232 70 11630 11602 60 11542 14818 14785 119 78 14666 1829 12837 41 62 41 is_linear=0 shrinkage=0.03 Tree=1453 num_leaves=31 num_cat=0 split_feature=0 13 9 9 5 3 13 11 11 5 12 9 8 2 5 13 0 2 9 5 9 5 4 11 6 6 4 2 13 3 split_gain=0.230159 1.70168 2.60192 4.42266 2.67024 2.80968 2.52669 2.52654 5.68177 4.97939 4.38831 3.20853 3.07582 2.74609 2.52235 2.33476 3.11076 3.59363 4.10473 2.36758 4.29685 2.09559 1.90484 1.79387 7.89408 3.08198 3.40777 2.04396 1.69837 2.54895 threshold=475.00000000000006 2.9000000000000008 4.1000000000000005 3.1000000000000005 1.1750000000000005 2.1000000000000005 2.7000000000000006 -0.33333333333333331 -0.66666666666666619 2.1050000000000009 2.5000000000000004 4.3000000000000016 4.5000000000000009 1.9000000000000001 0.74500000000000033 3.9000000000000008 575.00000000000011 0.70000000000000007 6.9000000000000012 2.2350000000000008 8.3000000000000025 2.4650000000000003 2.4150000000000009 -1.4999999999999996 2.5000000000000004 2.9000000000000004 1.1350000000000007 1.5000000000000002 3.1000000000000005 0.50000000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 2 3 4 6 -6 -2 8 13 -10 11 -9 -12 -4 -5 16 17 18 -3 20 -18 -19 -16 24 -17 27 -27 -25 -1 -30 right_child=1 15 7 14 5 -7 -8 10 9 -11 12 -13 -14 -15 22 23 19 21 -20 -21 -22 -23 -24 25 -26 26 -28 -29 29 -31 leaf_value=0.00024794706482756702 0.0041372030603136776 -0.0036153513502094224 -0.001090542306979625 0.017665281015509692 -0.0035928936293488393 0.013523073091692392 0.020377658369920112 0.013227993934270635 -0.0092806533696092874 0.010747602681546654 -0.0030714847576463807 0.0029238947182706971 0.0011203856163345966 0.0044318949559467779 -0.0044210733107871861 0.024692967783995139 -0.00085817822871321213 0.003514189688074936 0.015451209140756579 -0.013913763546925787 0.021449210204249249 -0.010764794312261423 0.0092921074451042911 -0.0040558881915625589 -0.01514537841954817 0.014558108307807923 -0.0010399600567846949 0.0010231292914123561 -0.0066377376670808457 -0.00078813184977657774 leaf_weight=2515.9743049331009 60.749498505145311 121.84912483394146 370.70176967233419 4.8530008345842353 71.498024322092533 9.8168521821498853 10.047845147550104 29.618069559335709 107.3123048953712 12.470279484987257 238.02683912962675 332.78443188965321 465.89136269129813 103.71160322614014 384.2873004488647 10.738415941596033 340.08033238723874 728.91092514246702 11.086696565151213 11.977897576987742 7.9530630707740775 9.3691825717687589 9.3379501551389676 238.47341456264257 7.6767305955290785 21.206177443265915 31.082648187875748 101.73148684576154 72.027798511087894 968.63201061636209 leaf_count=8943 232 424 1384 23 254 33 38 100 416 50 879 1179 1887 460 1439 39 1341 2510 41 52 29 44 55 850 29 67 112 401 270 3436 internal_value=3.58942e-07 0.000160992 -0.000382317 -0.00216951 0.0021823 -0.00152654 0.00644211 0.000210276 -0.00135735 -0.00719556 0.00108382 0.00376602 -0.000297077 0.000116719 -0.00383073 0.000892548 0.00154604 0.00251539 -0.00202522 -0.000799753 -0.000348422 0.00333298 -0.00409576 -0.00106555 0.00808554 -0.0014949 0.00528597 -0.00253711 -0.000173671 -0.001193 internal_weight=7409.88 3853.24 2211.11 550.59 152.112 81.3149 70.7973 1660.52 594.196 119.783 1066.32 362.403 703.918 474.413 398.478 1642.14 1231.23 871.216 132.936 360.011 348.033 738.28 393.625 410.909 18.4151 392.494 52.2888 340.205 3556.63 1040.66 internal_count=27017 14368 8429 2074 557 287 270 6355 2310 466 4045 1279 2766 1844 1517 5939 4441 3019 465 1422 1370 2554 1494 1498 68 1430 179 1251 12649 3706 is_linear=0 shrinkage=0.03 Tree=1454 num_leaves=31 num_cat=0 split_feature=7 2 8 9 8 0 5 4 11 0 11 5 0 10 12 5 8 0 12 13 5 6 13 11 4 4 9 13 5 8 split_gain=0.236154 1.84684 1.94778 1.89484 2.71021 2.09345 3.38351 2.07165 1.91427 1.43724 0.905033 0.707993 2.7489 1.77186 0.872828 0.863424 3.49996 4.43505 2.64742 2.72046 2.46791 3.28852 2.4506 2.2189 2.1607 2.14564 0.827047 1.52585 0.777687 0.419003 threshold=2.1000000000000005 0.3000000000000001 8.5000000000000018 3.5000000000000004 3.1000000000000005 350.00000000000006 2.1050000000000009 1.7300000000000004 0.33333333333333326 475.00000000000006 0.33333333333333326 0.67500000000000016 475.00000000000006 -1.0000000180025095e-35 2.5000000000000004 0.87000000000000033 4.7000000000000002 575.00000000000011 1.7000000000000004 3.3000000000000007 0.90500000000000014 1.9000000000000001 3.7000000000000006 -0.83333333333333315 0.9650000000000003 1.195000000000001 2.1000000000000005 2.7000000000000006 0.92500000000000027 9.1000000000000014 decision_type=2 2 2 2 2 2 2 2 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 3 4 10 7 -7 -5 -6 -2 -3 12 13 -1 -15 16 17 23 25 -20 21 24 -23 -13 -17 -18 27 -22 -28 -4 right_child=1 2 29 5 8 6 -8 -9 -10 -11 -12 15 -14 14 -16 20 18 -19 19 -21 26 22 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.013620617951087495 -0.0022435464478873304 -0.015806330765555217 -0.024306278363730116 -0.0023715419964194999 0.0072907761018857981 0.00075095568110371258 -0.017975874578319499 -0.01205146335227803 -0.00041426807315376194 -0.021714556179874507 -0.00035332514184052683 0.015420064605309149 -0.022744421385334966 -0.016810983856469654 0.0026288163253277179 0.0087064746681328308 0.0015641231795861734 0.027021642846751331 -0.0016665834693634202 0.017730482396566622 -0.015452129264575719 0.018400328793599541 -0.0079374463436610223 0.0015925371810145011 -0.015035787057569187 -0.017261339757162233 0.0045877512246568471 0.0011766725183958758 6.2625211670973491e-05 -0.0091577390121596498 leaf_weight=6.2151636853814134 7.2323518544435483 8.3150272332131845 3.2117316238582125 156.19883091002703 77.714405690319836 377.36746031790972 8.8877361305057985 22.803188832476735 46.314303264021873 6.4588991403579712 5.7835074663162223 12.863401308655737 5.9239945439621797 4.3606571480631828 3.9721738696098328 3.9322157055139533 8.411442697048189 8.6244991756975633 37.284036176279187 7.88344732671976 8.7238504271954316 6.6937971711158735 6.0560232102870941 55.544857732951641 28.119438391178846 15.470839053392409 34.354703344404697 11.530071470886467 6763.8946803025901 3.365066678263247 leaf_count=27 26 35 20 583 325 1538 35 135 204 26 23 41 48 26 14 13 31 32 206 32 48 22 22 212 141 71 138 48 22868 27 internal_value=5.31341e-07 -0.000515502 -0.000305039 -0.000153094 0.00299679 -0.000922806 0.000320051 -0.00360467 0.00441359 -0.0114291 -0.00946719 5.36517e-05 -0.00551721 0.00149777 -0.00754423 6.99223e-05 0.00235216 0.00674856 -0.00255251 0.00171894 2.13458e-05 -0.00699672 0.00589018 0.00419265 -0.012123 -0.0106309 6.74585e-05 -0.00598575 8.54928e-05 -0.0165554 internal_weight=7753.51 723.653 709.961 703.384 138.127 565.257 386.255 179.002 124.029 13.6913 14.0985 7029.86 20.472 14.548 8.33283 7009.39 146.083 77.0328 69.0498 45.1675 6863.3 44.8015 12.7498 68.4083 32.0517 23.8823 6818.5 20.2539 6798.25 6.5768 internal_count=27017 2977 2925 2878 587 2291 1573 718 529 52 58 24040 115 67 40 23925 625 285 340 238 23300 198 44 253 154 102 23102 96 23006 47 is_linear=0 shrinkage=0.03 Tree=1455 num_leaves=31 num_cat=0 split_feature=4 4 11 8 2 12 11 13 5 6 0 0 6 9 3 10 11 5 4 5 5 3 5 9 4 12 5 13 9 5 split_gain=0.226148 1.97716 3.73381 3.82104 5.44694 3.61662 4.1764 3.84702 3.37437 2.09264 2.80661 2.86061 2.59904 2.88012 1.51167 1.23604 2.0427 1.47187 1.11835 2.65807 2.18753 3.98409 2.77044 2.24397 1.35491 2.69877 3.92315 3.15736 1.83917 1.04724 threshold=1.8200000000000003 1.8850000000000005 1.8333333333333337 5.5000000000000009 2.3000000000000003 3.7000000000000006 0.33333333333333326 1.9000000000000001 1.0050000000000006 2.3000000000000003 525.00000000000011 475.00000000000006 2.1000000000000005 4.1000000000000005 1.1000000000000003 -1.1666666666666663 -1.4999999999999996 1.7250000000000003 1.7750000000000004 0.9650000000000003 2.2350000000000008 2.1000000000000005 1.7150000000000005 2.7000000000000006 1.7400000000000007 4.5000000000000009 1.6600000000000006 3.3000000000000007 6.3000000000000016 1.5850000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 2 3 5 8 6 -2 -7 -5 12 11 -11 15 -14 -15 16 -3 -17 24 -20 21 23 -23 -21 -1 26 27 -26 -28 -6 right_child=1 9 -4 4 29 7 -8 -9 -10 10 -12 -13 13 14 -16 17 -18 -19 19 20 -22 22 -24 -25 25 -27 28 -29 -30 -31 leaf_value=6.3305363852487193e-05 -0.005649346037957928 -0.014489596386440307 0.018424847814438532 -0.013964019485827964 -0.023114406595275423 -0.015835245130286467 -0.019050497364986381 0.0076134051949276549 0.0044988621229295955 0.012872882293939269 0.022985886901501544 -0.009176267972170353 0.0086065284969780668 -0.0031515434285713947 -0.019904562142329232 0.0014207764568906045 -0.0012590791674575179 -0.0011092162106462588 0.017371240627566908 -0.015021968294038507 -0.012335418064014655 0.029214326464941501 0.0071927510383143307 0.0012145607854749387 0.0021489807362959461 0.012089307260880937 -0.0065763786376331684 -0.0093804636679382172 -0.019053810018901877 -0.0075825152442205931 leaf_weight=7028.4032602021471 68.748129390180111 11.200335159897802 7.3293938040733329 9.7852199673652631 8.5609337091445905 8.4234862476587278 30.090200409293175 24.943221807479858 99.509790578857064 11.063911646604542 8.199041970074175 10.157318811863661 6.4272137731313732 7.3119167685508755 14.382147178053854 659.51711605116725 168.5761043690145 301.59312310069799 9.7906584516167623 7.9793469905853263 9.9673020020127279 6.9275049567222622 19.943552322685719 191.88223779201508 89.162396609783173 10.563916586339472 30.956317871809006 28.11880099773407 16.193766854703426 7.1868079602718344 leaf_count=21018 200 33 22 30 28 25 87 80 302 34 27 32 19 22 44 2224 565 944 34 23 41 20 66 559 257 36 89 80 54 22 internal_value=-5.8991e-07 -0.000341595 -0.00268879 -0.00329035 0.000469158 -0.00684619 -0.00972917 0.00169375 0.00284587 0.000176596 0.0080788 0.00231929 -2.22777e-05 -0.00903224 -0.014258 0.000199805 -0.00208336 0.000626873 6.63764e-05 0.0020534 0.0014198 0.00202449 0.01287 0.000566328 -1.6168e-06 -0.00260911 -0.00355341 -0.000615266 -0.0108618 -0.0160261 internal_weight=8912.89 1463.01 264.577 257.248 125.043 132.205 98.8383 33.3667 109.295 1198.43 29.4203 21.2212 1169.01 28.1213 21.6941 1140.89 179.776 961.11 7449.89 246.491 236.7 226.733 26.8711 199.862 7203.4 174.995 164.431 117.281 47.1501 15.7477 internal_count=27017 4740 796 774 382 392 287 105 332 3944 93 66 3851 85 66 3766 598 3168 22277 743 709 668 86 582 21534 516 480 337 143 50 is_linear=0 shrinkage=0.03 Tree=1456 num_leaves=31 num_cat=0 split_feature=4 4 7 6 6 12 6 8 5 8 8 13 3 10 13 11 13 4 7 8 0 2 11 0 10 8 12 4 5 2 split_gain=0.232439 0.938416 2.12797 3.5985 3.51394 3.32972 3.31974 3.53016 4.07235 2.78829 2.60415 5.26861 2.38829 2.31766 2.22424 2.20527 1.55501 3.13516 3.29358 3.45289 3.26354 3.186 1.97947 2.72762 3.88148 2.10779 1.79106 1.7197 0.914559 2.484 threshold=1.3650000000000009 1.2550000000000006 1.3 1.9000000000000001 0.50000000000000011 1.3000000000000003 0.70000000000000007 3.3000000000000003 1.4750000000000008 3.1000000000000005 5.1000000000000005 3.9000000000000008 1.3 0.83333333333333337 4.7000000000000011 1.0000000180025095e-35 4.1000000000000005 1.2350000000000005 1.5000000000000002 4.7000000000000002 475.00000000000006 1.1000000000000003 -1.1666666666666663 575.00000000000011 0.50000000000000022 3.9000000000000004 0.70000000000000018 1.2450000000000008 1.3750000000000007 0.3000000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 6 4 12 -6 7 -3 -9 13 14 -12 -4 -8 -5 -11 22 18 19 -18 -19 -20 23 24 -1 -25 -24 -28 29 -2 right_child=28 2 3 10 5 -7 9 8 -10 15 11 -13 -14 -15 -16 -17 17 20 21 -21 -22 -23 26 25 -26 -27 27 -29 -30 -31 leaf_value=-0.0044116316463776676 0.018212810956450713 0.025678201901138724 -0.019941854702170404 -0.0082830294656226419 0.016691415642607833 0.0037169884189679828 -0.013581886323305557 -0.005839589287659412 0.011889680114947048 -0.0026008790795042521 -0.012356122159256799 0.012101444731618644 0.0025742371486428923 0.0060373835481763276 0.0057073716677009095 0.0019176873284219588 0.004683889551178556 0.02902633343769008 0.0022873012146395395 0.03018083508586214 0.0010395603945194956 -0.0067685744833291574 -0.014568259516898368 -0.0010296581861664602 0.0069761705344374269 -0.018611583998700724 0.00011554093141261924 -0.0047289188538289879 0.00019761474625866633 -0.00081665941304573701 leaf_weight=119.64790557324886 6.1991611868143073 7.4899606704711905 9.177376866340639 58.24170683324337 18.78589554131031 339.98388309776783 26.808252692222595 22.14740751683712 24.624573677778244 221.00873234122992 11.789583563804625 24.195743307471275 7.8803484141826621 6.7920663580298415 12.405830472707747 173.53673926740885 17.080241560935978 7.7617632299661619 134.51184329390526 6.6380074471235266 7.2551222294569016 47.245235629379749 7.6736603304743758 9.6141655370593089 34.764647215604782 16.966494396328926 1961.5742246881127 68.242772467434406 2500.0301586370915 1499.3608836652711 leaf_count=453 20 24 34 193 60 1130 102 72 79 759 40 80 28 24 44 600 57 26 451 22 27 168 33 40 127 69 6767 234 9253 6001 internal_value=7.2964e-07 0.000183007 0.000974968 0.00238376 0.00376383 0.00439636 -0.000433975 0.00655663 0.00349454 -0.00131994 -0.00248032 0.00408861 -0.00953984 -0.00961599 -0.00582629 -0.000613434 -0.000130296 0.00227249 0.00130541 0.0118197 0.0155051 -6.66483e-05 -0.000369106 -0.00337577 -0.00184777 -0.0122522 -0.00010202 -4.73306e-05 -0.000154165 -0.000738305 internal_weight=7409.43 3403.84 964.868 482.46 375.828 358.77 482.408 54.2619 46.772 428.146 106.633 35.9853 17.0577 33.6003 70.6475 394.545 2438.98 220.492 205.475 23.7182 15.0169 181.757 2218.48 180.993 154.413 26.5807 2037.49 2029.82 4005.59 1505.56 internal_count=27017 11743 3269 1609 1252 1190 1660 175 151 1485 357 120 62 126 237 1359 8474 751 698 79 53 619 7723 689 580 109 7034 7001 15274 6021 is_linear=0 shrinkage=0.03 Tree=1457 num_leaves=31 num_cat=0 split_feature=4 8 4 8 12 6 8 9 13 13 0 0 13 6 3 5 8 12 8 10 7 11 5 5 12 4 0 5 5 9 split_gain=0.241299 1.63707 1.51804 1.42807 2.37914 2.07986 1.76887 1.69821 2.13059 1.34009 1.31242 1.5565 1.22646 1.16033 3.02143 2.66265 3.24529 2.05359 2.89318 4.02708 2.9767 2.04674 1.76987 5.50968 1.56208 1.43286 3.04005 2.98222 3.40877 2.73652 threshold=1.3350000000000006 7.7000000000000002 1.2250000000000005 6.9000000000000012 1.7000000000000004 1.1000000000000003 6.3000000000000016 7.7000000000000002 1.9000000000000001 2.9000000000000008 725.00000000000011 925.00000000000011 3.7000000000000006 0.70000000000000007 1.3 2.475000000000001 2.7000000000000006 2.7000000000000006 4.7000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0550000000000006 1.0950000000000004 4.5000000000000009 1.3750000000000007 575.00000000000011 0.91000000000000036 1.0250000000000006 6.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 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 -6 10 8 -8 -7 12 -12 -1 14 17 16 -16 18 19 -2 -20 -18 -19 -24 -17 26 27 -15 -29 -28 right_child=13 2 -4 4 5 9 7 -9 -10 -11 11 -13 -14 25 15 24 21 22 20 -21 -22 -23 23 -25 -26 -27 29 28 -30 -31 leaf_value=0.00020181521882633169 0.011006943670888763 -0.001383061750685282 -0.020095076695773914 0.016746489624225334 0.012215260153201101 -0.011690406142361044 0.0079060513397630917 -0.017789172310512507 -0.0048696317899225607 0.0023799035511946043 -0.016323999737707699 0.0032652257201253592 -0.0013714739322514397 -0.014491441756737845 0.028395179732631257 -0.023531214077136427 0.0037277990293568112 -0.022007234259884073 -0.0091269161883384079 -0.0074681861421900071 0.0025250169735907746 -0.0015257589735072248 0.031015317477377766 -0.0084311956243471684 -0.00253444335951541 0.00014574449113079525 0.012693800796104337 0.017126798072357667 0.00089077101782976094 -0.0042475441513052112 leaf_weight=2754.7116577252746 29.379396535456181 8.639318183064459 7.1159325987100592 11.734283789992331 10.738071069121359 10.562083005905153 13.74971956014633 7.5571245551109305 80.70914551615715 14.395228385925291 9.5275924578309041 5.9180818051099768 532.07658798992634 10.762029901146887 3.9538885056972495 6.1246170401573163 129.28529307991266 7.3010525545105329 55.55213962122798 16.628149192780256 30.60278283432126 137.96443036384881 3.3552411980926982 63.470739636570215 6.6528117246925831 3457.2843781346455 39.323433585464954 12.173542276024817 264.57941343635321 10.976400732994078 leaf_count=8531 120 28 25 37 36 32 45 22 271 47 41 26 1703 46 12 22 541 82 290 76 175 595 29 447 26 12681 122 45 831 33 internal_value=-1.91332e-08 -0.000186082 -0.00983443 -0.000142042 0.00502767 0.00117529 -0.000214069 -0.00410478 -0.00300996 -0.00357474 -9.38731e-05 -0.0088183 -5.28742e-05 0.00015053 -0.00122291 0.000784347 0.00141488 -0.00398614 -0.00174446 0.00432962 -0.00498807 0.00101571 -0.00798287 -0.00645064 -0.0125988 0.000327959 0.00219279 0.00100244 0.00160495 0.00899687 internal_weight=7752.8 3467.43 15.7553 3451.68 47.4297 35.6954 3404.25 102.016 94.4589 24.9573 3302.23 15.4457 3286.79 4285.37 490.271 283.981 271.204 206.29 132.162 46.0075 86.1549 267.25 74.127 66.826 12.7774 3795.1 337.815 287.515 276.753 50.2998 internal_count=27017 10844 53 10791 152 115 10639 338 316 79 10301 67 10234 16173 2415 1196 1148 1219 661 196 465 1136 558 476 48 13758 1077 922 876 155 is_linear=0 shrinkage=0.03 Tree=1458 num_leaves=31 num_cat=0 split_feature=5 12 12 4 4 7 4 12 0 9 7 13 8 9 3 5 5 7 11 8 10 12 5 12 10 2 8 13 4 5 split_gain=0.230607 2.03876 4.29156 3.20968 2.68789 3.61125 2.14197 2.09552 2.29976 2.88201 2.6405 2.33302 1.9974 3.59506 3.13434 1.68255 2.86818 1.56468 1.54729 2.41743 2.20574 1.18671 1.3574 1.19772 2.31909 4.54431 2.95673 3.09481 2.81135 2.02301 threshold=1.7650000000000006 1.7000000000000004 1.5000000000000002 1.0150000000000006 1.3550000000000006 1.5000000000000002 1.1850000000000007 2.1000000000000005 475.00000000000006 7.9000000000000012 2.3000000000000003 3.5000000000000004 3.9000000000000004 7.1000000000000005 1.3 1.8450000000000004 1.8100000000000005 1.7000000000000004 -1.8333333333333328 4.7000000000000002 1.8333333333333339 5.5000000000000009 1.4850000000000008 4.5000000000000009 -1.0000000180025095e-35 2.5000000000000004 5.1000000000000005 2.9000000000000008 2.3850000000000011 1.4150000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 3 -2 5 -4 -5 12 9 10 -9 -11 13 14 -3 16 -14 -17 19 -10 -20 23 -23 -1 25 -25 29 -28 -27 -26 right_child=1 7 4 6 -6 -7 -8 8 18 11 -12 -13 15 -15 -16 17 -18 -19 20 -21 -22 22 -24 24 26 28 27 -29 -30 -31 leaf_value=-4.3562850824498407e-05 0.015832789061960038 -0.011852688668120788 -0.0020350591218685887 -0.024455268081130112 0.029203793915147262 0.025915049273016768 -0.0019695074334918879 0.0027945705676305434 -0.015683992172777318 -0.0060496609395437016 -0.0085053470994556606 0.014068367889687719 -0.0081127396324347789 0.022635771701501599 0.011740277081486521 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17 3134 78 104 22 25 41 22 83 108 29 35 49 internal_value=-9.44413e-07 0.000306197 0.00637346 -0.00317026 0.0147221 0.0082617 -0.00989087 0.000134802 0.000394867 0.0017682 0.00242574 -0.00426655 -0.00409123 0.00269767 -0.00309422 -0.00675303 -0.00187305 -0.0110954 -0.000537453 -0.00663814 -0.000300386 -7.67678e-05 0.0100034 -9.15918e-05 -0.0032363 0.00182522 -0.00707713 -0.00209354 -0.00430399 -0.0158246 internal_weight=8911.96 1764.48 48.4757 22.6189 25.8568 17.8802 16.7095 1716.01 1616.53 653.665 589.44 64.225 99.4794 28.0184 21.7114 71.461 33.6474 37.8135 962.865 36.0165 926.848 7147.47 10.4956 7136.98 107.363 46.3207 61.0422 38.8874 32.4949 22.1548 internal_count=27017 6123 154 72 82 59 53 5969 5649 2271 2000 271 320 92 70 228 100 128 3378 140 3238 20894 47 20847 367 159 208 137 118 71 is_linear=0 shrinkage=0.03 Tree=1459 num_leaves=31 num_cat=0 split_feature=6 10 9 13 5 0 10 7 6 3 8 5 11 10 3 8 4 8 0 0 4 10 9 10 4 2 5 0 10 11 split_gain=0.232249 1.95464 3.12595 3.68774 5.11504 4.80597 5.06769 3.70115 1.99079 1.36373 2.21842 2.42341 3.01544 2.12403 1.69124 3.72506 3.51695 2.89612 4.84709 2.87504 2.28505 1.64355 1.15016 1.0932 4.6419 3.75582 4.82842 3.46579 3.1619 5.16245 threshold=1.7000000000000004 -1.1666666666666663 7.7000000000000002 3.1000000000000005 1.2750000000000006 475.00000000000006 -1.4999999999999996 1.1000000000000003 2.1000000000000005 1.1000000000000003 2.3000000000000003 1.7950000000000002 -0.66666666666666619 -0.66666666666666663 1.5000000000000002 2.3000000000000003 1.2850000000000008 3.7000000000000006 350.00000000000006 475.00000000000006 0.87000000000000033 -0.33333333333333331 4.5000000000000009 -1.1666666666666663 1.8550000000000004 1.5000000000000002 1.8850000000000005 475.00000000000006 -2.1666666666666656 -0.66666666666666619 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 2 3 4 -2 7 -7 -5 -6 10 21 13 -13 -12 15 19 -17 18 -16 -11 -19 -3 -23 24 25 28 27 -27 29 -1 right_child=1 9 -4 5 8 6 -8 -9 -10 14 11 12 -14 -15 17 16 -18 20 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.034804992058128419 0.027647291573269863 0.00066001976719320986 -0.014885364280600387 0.014294245524349374 0.0023386511876696647 -0.0013679868995620868 0.013436763237971942 -0.007904415939302082 0.018804200140106961 -0.0013589362897849316 -0.0022609074200202676 0.021471656581021389 0.0018069018089645406 0.0018095369098482118 -0.0041830164981717993 -0.0055179146730413662 -0.0001924611906714055 0.011172814586546728 0.0066420830411849201 0.027623146331326297 -0.0011804967073502746 -0.0072166638836229785 -0.025798977790524428 4.4664063261021941e-05 0.003479807933886895 -0.0041572779757144546 0.0070871145703521911 -0.014441217784623275 -0.001813743457771327 0.0011468001499142957 leaf_weight=5.6474850773811367 12.100694119930266 9.8918409496545809 8.4064736962318403 7.7379570305347434 34.113172002136707 41.94842179492116 41.292651906609535 53.466728303581476 8.1966140866279584 5.7511900514364225 147.77740257978439 11.776665270328524 17.368251726031303 526.23531560972333 52.272762551903725 197.64722894132137 256.38384798914194 13.835283748805521 129.337791711092 6.633898138999939 519.45461585000157 6.4597902372479421 5.5936563014984131 4724.5874301763251 136.50233235023916 59.785740923136473 18.940117403864861 58.209294278174639 276.52417800575495 14.97949707508087 leaf_count=19 39 34 39 27 121 153 139 193 27 22 511 39 62 1803 194 682 907 50 458 21 1884 25 23 17364 579 233 69 242 1002 56 internal_value=9.85604e-07 0.00026684 0.00303367 0.00379118 0.0104476 0.0012838 0.00597607 -0.00509789 0.0055285 -3.39659e-05 0.000990175 0.00128332 0.00975289 0.000917091 -0.000662593 -0.00206792 -0.00251072 0.000254272 0.00352631 0.0141649 -0.000860011 -0.00840271 -0.0158402 -0.000105136 -0.00134551 -0.00286287 -0.00697358 -0.00923055 -0.000968547 0.0103621 internal_weight=7408.86 2113.68 207.263 198.856 54.4105 144.446 83.2411 61.2047 42.3098 1906.42 725.103 703.158 29.1449 674.013 1181.32 466.416 454.031 714.9 181.611 12.3851 533.29 21.9453 12.0534 5295.18 570.589 434.086 136.935 117.995 297.151 20.627 internal_count=27017 7453 738 699 187 512 292 220 148 6715 2497 2415 101 2314 4218 1632 1589 2586 652 43 1934 82 48 19564 2200 1621 544 475 1077 75 is_linear=0 shrinkage=0.03 Tree=1460 num_leaves=31 num_cat=0 split_feature=9 11 5 11 9 10 7 13 8 5 5 11 0 6 6 5 7 5 0 3 5 12 5 9 13 10 3 11 4 5 split_gain=0.243393 2.15541 2.41548 1.56651 1.88303 2.18957 1.44346 5.33435 2.26083 1.43662 1.3129 2.12805 2.62843 1.8417 1.51357 2.72339 2.6418 2.52898 3.10243 2.43379 1.07255 1.05068 0.652197 0.585031 3.74579 2.00388 2.52691 1.86892 1.55924 1.46984 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 8.3000000000000025 -0.49999999999999994 1.1000000000000003 3.1000000000000005 4.5000000000000009 2.1350000000000011 1.8550000000000004 -0.33333333333333309 350.00000000000006 1.5000000000000002 1.1000000000000003 2.0850000000000013 0.70000000000000007 2.0350000000000006 475.00000000000006 1.7000000000000004 1.7150000000000005 2.3000000000000007 1.5050000000000006 7.1000000000000005 4.1000000000000005 1.5000000000000004 0.70000000000000007 -0.66666666666666619 1.6400000000000006 1.5550000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 10 -3 6 9 -6 8 -8 -4 -5 11 12 21 -14 17 19 -17 -12 -19 -16 22 -2 -13 -1 25 26 27 -25 -28 -26 right_child=1 2 3 4 5 -7 7 -9 -10 -11 14 20 13 -15 15 16 -18 18 -20 -21 -22 -23 -24 24 29 -27 28 -29 -30 -31 leaf_value=3.2511989265545235e-05 1.5770807287814789e-05 -0.0094572325381506173 0.016136397768207664 0.016363136003147861 -0.011731607597545563 0.0030510860886361923 0.026369780341240517 -0.0061713506876636499 -0.0017941930904065886 0.0021674431832998521 -0.017110168920852563 -0.010355411393748957 -0.00034160660447893159 -0.016386772046721121 0.018535100679935846 0.011749877905478845 -0.0039509876656848601 0.013202255886595739 -0.0081808548295094451 0.0010256380745440265 -0.004204556937815262 0.013243752421779402 -0.024550370821505272 -0.0048483187649787651 0.0023602837144064584 -0.011370524599231021 -0.0029668569268583578 0.01356203359244248 0.0012634135182263472 0.021005564404636506 leaf_weight=6988.9457646855153 10.847764059901239 11.147550776600836 10.028757661581041 11.639385394752027 13.414292208850382 27.51318184286356 13.444413557648661 6.8405503481626502 17.154330126941204 14.297513023018835 10.323915116488932 5.0727628618478793 14.334135666489603 11.688153900206087 15.255980394780638 12.001037955284117 49.125376060605049 10.285924673080444 15.029561094939709 13.437780201435087 7.8131994083523741 10.769023209810255 6.8423917964100838 6.9838338643312481 6.4823240935802451 18.151516936719418 277.71166513860226 17.146956235170364 109.27549312636256 9.2137189954519254 leaf_count=24597 34 38 33 36 44 83 42 21 55 46 36 18 49 36 44 48 148 32 50 39 25 33 24 22 19 67 820 56 395 27 internal_value=1.43736e-07 0.000812503 0.00387277 0.00517246 0.00221373 -0.00179405 0.00934019 0.0153962 0.00482101 0.00853787 -0.00117893 -0.00455709 -0.00112585 -0.00754844 0.000635019 0.00271064 -0.000868414 -0.00459607 0.000507308 0.0103351 -0.0128427 0.00660567 -0.018507 -3.46401e-05 -0.00108938 -0.00161571 -0.00118502 0.00823379 -0.00177233 0.0133052 internal_weight=7752.22 318.307 125.48 114.332 66.8644 40.9275 47.4681 20.285 27.1831 25.9369 192.827 67.3674 47.6391 26.0223 125.46 89.8202 61.1264 35.6394 25.3155 28.6938 19.7284 21.6168 11.9152 7433.91 444.966 429.269 411.118 24.1308 386.987 15.696 internal_count=27017 1014 398 360 209 127 151 63 88 82 616 219 152 85 397 279 196 118 82 83 67 67 42 26003 1406 1360 1293 78 1215 46 is_linear=0 shrinkage=0.03 Tree=1461 num_leaves=31 num_cat=0 split_feature=5 7 0 8 2 8 11 10 6 5 6 4 0 9 5 12 10 0 12 7 10 5 13 4 5 11 13 3 3 6 split_gain=0.228451 3.09995 2.50878 2.36409 3.66139 3.48483 2.95865 2.94155 2.61837 2.08161 4.03289 4.30413 3.71921 1.90863 1.54544 4.87752 1.52135 1.43248 3.8747 3.53352 3.97332 4.62239 3.01917 3.83886 3.18304 5.75363 3.03464 2.64492 2.35062 2.2025 threshold=1.6400000000000006 3.1000000000000005 200.00000000000003 4.1000000000000005 0.90000000000000013 5.9000000000000012 -0.33333333333333331 0.83333333333333337 0.90000000000000013 1.6600000000000006 0.90000000000000013 1.5650000000000008 525.00000000000011 7.9000000000000012 1.6750000000000003 3.7000000000000006 2.1666666666666674 200.00000000000003 2.3000000000000007 1.1000000000000003 1.0000000180025095e-35 0.8650000000000001 2.5000000000000004 2.1650000000000009 1.0950000000000004 0.33333333333333326 3.5000000000000004 1.5000000000000002 1.5000000000000002 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 3 4 8 6 -5 -7 -2 10 11 -4 -12 -6 15 -11 -16 18 19 28 21 -21 24 26 25 -20 -24 -26 29 -1 right_child=1 -3 9 5 13 7 -8 -9 -10 14 12 -13 -14 -15 16 -17 -18 -19 22 20 -22 -23 23 -25 27 -27 -28 -29 -30 -31 leaf_value=0.0046803470276458141 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22.787323076277971 4908.6437898650765 28.813292145729065 17.777429938316345 160.89178895950317 251.62948234379292 296.64035187661648 10.867056041955946 209.65462189912796 16.560658946633339 67.959184423089027 132.08401717245579 10.228871315717695 52.785871788859367 leaf_count=489 23 23 37 236 174 306 463 55 66 135 165 36 99 23 6600 31 83 14427 83 50 449 698 830 34 588 49 193 383 33 156 internal_value=-9.83187e-07 0.000237373 0.000295282 0.00235122 0.0067103 0.00124724 -0.000944829 0.0053029 -0.002561 -0.00013274 0.00385799 0.014727 0.000861953 0.0106884 -0.000353793 -0.00526476 -0.000213043 -9.7777e-05 -0.00093359 0.000736902 -0.00088199 0.00134581 -0.00239412 -0.000477412 -0.00425316 0.00321249 4.62906e-05 -0.00524441 0.00368323 0.00304714 internal_weight=8911.72 2573.77 2565.83 442.13 89.3461 352.784 229.006 123.777 26.8258 2123.7 111.461 24.0852 87.3759 62.5203 2012.24 56.0648 1956.18 6337.95 1429.31 666.731 430.299 269.407 762.579 375.467 387.113 45.374 364.6 341.739 236.432 226.203 internal_count=27017 8555 8532 1346 286 1060 699 361 89 7186 337 73 264 197 6849 166 6683 18462 4035 1875 1197 748 2160 1057 1103 132 1023 971 678 645 is_linear=0 shrinkage=0.03 Tree=1462 num_leaves=31 num_cat=0 split_feature=10 4 3 5 5 7 8 4 2 5 6 0 5 0 5 10 0 5 6 10 10 12 2 4 4 9 6 10 7 2 split_gain=0.238158 3.54108 1.54821 1.4974 3.48284 2.86514 2.98697 4.451 2.5954 2.49484 2.75688 2.45037 4.46367 2.83223 2.44258 1.70448 0.784112 0.749541 0.715485 2.4012 2.32787 1.84712 1.45746 4.25413 2.43473 0.744216 2.11709 2.32681 1.01886 3.26174 threshold=0.83333333333333337 0.83000000000000029 1.3 1.0550000000000006 1.2050000000000007 0.90000000000000013 6.7000000000000002 1.7550000000000003 1.3 1.4850000000000008 1.1000000000000003 200.00000000000003 1.1450000000000007 575.00000000000011 1.6250000000000002 1.5000000000000004 475.00000000000006 3.1450000000000005 0.3000000000000001 1.0000000180025095e-35 0.33333333333333326 3.3000000000000007 1.1000000000000003 1.2850000000000008 1.2450000000000008 8.3000000000000025 2.3000000000000003 -1.4999999999999996 1.0000000180025095e-35 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 -2 5 11 15 8 -8 -7 10 -6 12 -5 -13 -11 16 -3 18 19 22 -21 -22 23 -1 -24 28 27 -27 29 -20 right_child=1 3 -4 4 9 6 7 -9 -10 14 -12 13 -14 -15 -16 -17 -18 -19 25 20 21 -23 24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0075940934810733883 0.024645477537430426 -0.019894721586831567 0.0054083441534767901 -0.0093766395803864169 -0.0019547033807188682 0.00869794309873392 0.038203715702452519 -0.0031202679759759606 -0.0012649109986270599 -0.0045611172222971667 0.0036608180338498519 -0.010290681680727158 0.011077265467769236 0.0010305874392389208 -0.00024567718138465808 0.0052236612973377049 -0.0052734388629082666 -0.011057535013831639 0.014191703479214125 0.027300996526429006 0.011746633300281237 -0.0092520605452913671 0.017554425266611922 0.019776292038642319 -0.0053975471545583808 0.016639091200788773 0.015708835974056406 -4.3625899646607695e-05 2.0029798724667786e-05 -0.01608236513684751 leaf_weight=9.9359983652830142 6.7982200384140006 8.0086810067296046 8.4395126178860647 18.433080047369003 119.17423113062978 40.434548765420914 5.464857801795004 4.1101298257708549 56.299797058105469 163.38534432277083 231.58040191233158 81.781750995665789 20.044150993227959 26.277727846056223 425.35675900429487 6.0898296087980262 5.6157303601503363 5.4369699805974951 4.4514931142330161 5.8636383339762714 12.789022691547872 5.346082665026187 4.6174906194210044 10.524243324995039 41.948706287890673 8.1270600333809835 9.8568116426467878 101.46039627119899 5949.3907340401784 11.41961322724819 leaf_count=35 23 30 28 66 470 134 19 23 223 587 815 301 68 123 1573 22 24 27 20 23 47 25 16 38 205 31 42 400 21525 54 internal_value=6.27353e-07 -0.000381098 0.0139909 -0.000561779 -0.000920976 0.00253368 0.0044816 0.0204651 0.00289952 -0.000250024 0.00175286 -0.00522268 0.00127852 -0.00753759 -0.00144328 -0.00797056 -0.0138681 7.64203e-05 8.62224e-05 0.0027263 0.0108693 0.00555639 -0.000189285 0.00648456 -0.00312164 4.67277e-05 0.00239141 0.00119357 -2.20446e-07 -0.00759116 internal_weight=7408.46 1227.29 15.2377 1212.06 1086.03 126.024 106.309 9.57499 96.7343 939.497 350.755 146.537 38.4772 108.059 588.742 19.7142 13.6244 6181.17 6175.73 91.0252 23.9987 18.1351 67.0264 20.4602 46.5662 6084.71 119.444 109.587 5965.26 15.8711 internal_count=27017 4529 51 4478 4003 475 399 42 357 3445 1285 558 134 424 2160 76 54 22488 22461 389 95 72 294 73 221 22072 473 431 21599 74 is_linear=0 shrinkage=0.03 Tree=1463 num_leaves=11 num_cat=0 split_feature=11 0 5 5 12 5 4 5 13 5 split_gain=0.237417 1.54482 0.43876 0.339696 1.5673 0.575471 1.34169 0.419311 1.49482 0.812366 threshold=3.1666666666666674 475.00000000000006 3.2250000000000001 2.9150000000000005 4.3000000000000016 2.8350000000000004 1.4950000000000008 2.7550000000000012 2.5000000000000004 2.725000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 -5 7 -7 9 -9 -1 right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 leaf_value=-1.0461632310251248e-07 -0.005594354388235869 0.014794687984292542 -0.0078418587761208535 0.015925174424237184 -0.003451510199799444 0.0055313212624010233 -0.015844210215070067 0.01185128310907965 -0.0073940593514873042 -0.010592530894804251 leaf_weight=7683.3386372765526 7.1174508035182935 6.3090527653694153 6.4265547990798941 6.3310221284627906 9.2403610646724683 4.5410149469971639 6.3221353106200695 10.046392299234865 5.6892176866531363 6.5218688845634452 leaf_count=26768 23 22 22 27 35 20 22 37 19 22 internal_value=5.30725e-07 0.00398636 -6.38484e-06 1.27693e-07 0.00442667 -8.80483e-06 -0.00690881 9.22619e-07 0.00489312 -9.08819e-06 internal_weight=7751.88 13.4265 7738.46 7732.03 15.5714 7716.46 10.8632 7705.6 15.7356 7689.86 internal_count=27017 45 26972 26950 62 26888 42 26846 56 26790 is_linear=0 shrinkage=0.03 Tree=1464 num_leaves=31 num_cat=0 split_feature=11 4 8 4 2 0 5 9 8 12 10 3 5 5 5 6 11 9 6 5 3 6 2 3 10 12 8 8 12 3 split_gain=0.230466 1.65674 1.68375 2.80273 2.65321 2.98664 2.04332 1.57055 1.40048 2.05592 4.46096 3.3542 1.47201 3.47717 1.8636 1.23698 0.441442 2.52774 4.00693 3.16321 3.92288 5.35303 3.73615 3.09202 3.25373 3.02016 2.84455 3.85382 1.52272 0.583642 threshold=-1.4999999999999996 0.75500000000000023 3.9000000000000004 1.3350000000000006 0.70000000000000007 575.00000000000011 2.0250000000000008 4.1000000000000005 4.5000000000000009 3.5000000000000004 -0.33333333333333309 2.1000000000000005 1.3050000000000006 1.6850000000000005 1.1350000000000005 1.9000000000000001 -1.1666666666666663 5.3000000000000016 0.50000000000000011 1.2250000000000008 1.7000000000000004 1.9000000000000001 1.3 1.5000000000000002 -0.83333333333333315 3.3000000000000007 5.1000000000000005 3.7000000000000006 2.1000000000000005 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 15 -6 7 -5 12 11 -11 -10 14 -14 -4 -3 17 19 -19 26 22 -22 -21 25 -25 -20 27 -2 -28 -18 right_child=16 2 8 6 5 -7 -8 -9 9 10 -12 -13 13 -15 -16 -17 29 18 23 20 21 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=0.016830414697149555 -0.010539779884937343 -0.0040102480895643959 -0.0025243404569841497 0.0033228935503978375 0.00028741289141256975 0.021716782739994025 -0.0055981258677767105 0.018110611928210191 0.00090073324478643908 -0.015475768574147005 0.0015540372920413228 0.016718448563908504 0.0058605283853680728 -0.011589925803642067 -0.020225079203373825 -0.022135306801372406 0.00010370227949543091 -0.021343288813077871 -0.0078862261493606312 0.0014387650268926821 -0.0090441766508912447 0.016553251722072265 0.012566195761025979 0.015557588558066285 -0.00098001102948988041 0.010962581980617258 -0.0030116923399721341 0.0062377386204005361 -0.015273502527181035 -0.00071576715656322025 leaf_weight=5.6504190266132346 18.17901748418808 8.1792319491505605 11.187611162662508 9.2939266264438647 41.085313186049461 6.8258614689111701 5.9589689858257762 21.227256760001183 160.3318528085947 21.091199085116386 40.286945560947061 13.04730900377035 24.872005939483643 17.512721307575703 10.264863550662993 5.7860974371433249 7213.1112394295633 10.957029499113558 83.737424150109291 57.739584609866142 36.090815991163254 9.2339711189270002 51.270943075418472 13.33994736522436 54.254212375730276 8.420066259801386 16.290092080831528 38.244350358843803 20.694159112870693 877.35283127333969 leaf_count=18 52 28 32 27 135 22 26 64 483 70 148 46 73 66 29 21 21247 34 248 167 116 28 151 46 194 26 45 109 63 3203 internal_value=-1.12018e-06 0.000700252 0.000470646 0.00387497 -1.34719e-05 0.00334044 0.0104704 0.0136076 -0.000650733 0.000420655 -0.00429787 0.00209106 -0.00459069 -0.00134973 -0.010994 -0.0115198 -3.43058e-05 -0.00098444 -0.00379335 0.000951056 0.00358826 -0.00382924 0.00667233 -0.00258964 0.00228374 -0.00616408 -0.00340633 0.000832198 -0.00987266 1.48367e-05 internal_weight=8911.52 402.602 396.951 98.3567 61.8765 47.9112 36.4802 30.5212 298.595 234.757 61.3781 173.379 63.8372 42.3847 21.4525 13.9653 8508.92 418.452 170.709 247.743 154.335 45.3248 109.011 159.752 67.5942 92.1575 93.4076 56.4234 36.9843 8090.46 internal_count=27017 1288 1270 323 206 157 117 91 947 747 218 529 200 139 61 49 25729 1279 548 731 462 144 318 514 240 274 269 161 108 24450 is_linear=0 shrinkage=0.03 Tree=1465 num_leaves=31 num_cat=0 split_feature=5 12 12 3 4 11 4 10 7 0 12 3 6 10 11 6 12 12 9 13 8 5 11 0 10 5 7 11 13 4 split_gain=0.232684 2.306 1.52915 2.18528 2.79067 2.67917 1.8119 1.76656 1.54669 1.88458 2.3531 1.58438 1.7969 1.2976 2.61494 1.91902 2.27295 1.81764 3.07123 2.51457 2.74249 1.35405 1.17167 1.16417 1.06022 0.941026 2.72714 2.93741 3.42743 3.95799 threshold=2.2750000000000008 3.5000000000000004 3.9000000000000008 2.3000000000000003 1.3550000000000006 1.0000000180025095e-35 1.4150000000000007 0.33333333333333326 1.1000000000000003 350.00000000000006 4.9000000000000012 2.1000000000000005 2.1000000000000005 1.0000000180025095e-35 -0.33333333333333309 1.5000000000000002 3.1000000000000005 3.1000000000000005 8.3000000000000025 2.5000000000000004 4.5000000000000009 2.3850000000000011 1.0000000180025095e-35 475.00000000000006 0.83333333333333337 2.1550000000000011 2.1000000000000005 -1.0000000180025095e-35 3.3000000000000007 1.1050000000000006 decision_type=2 2 2 2 2 2 2 2 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 13 3 6 5 -5 -3 -8 11 24 -11 -4 -13 17 23 16 -16 19 -19 20 -2 -21 -6 -15 -10 -1 27 28 29 -27 right_child=1 2 8 4 22 -7 7 -9 9 10 -12 12 -14 14 15 -17 -18 18 -20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-2.3115542730715012e-05 -0.0088297048580440463 0.011847766311157849 0.014957030693308919 0.016066110239195363 0.0095698033998713947 -0.0096699786903225726 -0.018686419286225487 0.004108778560110259 -0.0026992091909347777 -0.015873779949305587 0.0011848693648071962 0.0019064377463879094 -0.012401691609014911 -0.00061319376004008983 -0.015484454397589449 0.015869255730691489 0.011288146863931045 -0.02200785003292732 0.0094349620468152651 -0.0043175489435703313 0.016589193422039877 -0.023513121190836667 0.026136384168003176 -0.019941708306771944 0.014672931618113226 0.024919226005834471 0.020546320231900398 -0.0017735656760056585 0.022251654035680822 0.00071140605643268376 leaf_weight=6963.861947090365 7.2376150116324451 5.323409557342532 7.3078604564070693 6.2589928284287479 6.6215525120496741 8.7017315775156003 7.2324096709489805 5.3033916875720024 7.9748746640980226 19.041542358696464 11.779988743364809 74.459315050393343 8.8370726332068426 4.7678419873118383 5.861041337251665 9.3698701560497266 5.5626926124095917 14.377213075757028 3.4707722663879386 7.1133697032928449 8.0901884809136373 6.1812387779355049 9.1537207812070829 6.8107704147696495 5.2387775033712387 6.8507357463240615 6.9824754595756522 104.37978661805391 10.175751030445097 53.934197634458542 leaf_count=25176 36 19 27 27 26 36 30 20 39 89 50 334 45 22 24 34 23 82 18 31 35 36 30 34 18 25 22 401 32 196 internal_value=3.9008e-07 -0.000877558 0.000968362 0.00553012 0.0103795 0.00109701 -0.00281574 -0.00904269 -0.000678106 -0.00529034 -0.00935396 0.00156352 0.000388461 -0.00516758 -0.000556393 0.00580613 -0.00244776 -0.00837982 -0.0158934 -0.00369462 0.00458668 -0.0132424 0.0191827 -0.0119826 0.00418827 3.25877e-05 0.00216018 0.001428 0.00613736 0.00343974 internal_weight=7408.26 262.077 183.235 48.5952 30.736 14.9607 17.8592 12.5358 134.639 44.0352 30.8215 90.6042 83.2964 78.8426 32.3722 20.7936 11.4237 46.4704 17.848 28.6224 15.3278 13.2946 15.7753 11.5786 13.2137 7146.18 182.323 175.34 70.9607 60.7849 internal_count=27017 1165 790 188 119 63 69 50 602 196 139 406 379 375 137 81 47 238 100 138 71 67 56 56 57 25852 676 654 253 221 is_linear=0 shrinkage=0.03 Tree=1466 num_leaves=18 num_cat=0 split_feature=9 10 9 4 5 12 9 13 8 13 2 8 8 4 3 9 9 split_gain=0.233939 1.32268 1.06449 0.356061 2.25812 2.53683 1.82037 1.43505 0.929833 0.914871 0.315066 2.05784 2.45021 1.09354 0.667764 2.39951 0.570308 threshold=1.5000000000000002 0.33333333333333326 1.7000000000000004 0.68500000000000016 1.3050000000000006 1.5000000000000002 5.1000000000000005 2.9000000000000008 2.5000000000000004 3.3000000000000007 0.50000000000000011 7.1000000000000005 5.9000000000000012 1.4750000000000008 1.0000000180025095e-35 4.3000000000000016 3.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 5 -4 9 -8 -7 -6 11 12 -5 -13 15 -12 -16 right_child=2 -3 3 10 6 8 7 -9 -10 -11 14 13 -14 -15 16 -17 -18 leaf_value=0.013073482012004417 -0.011655832641617816 -0.0081524465075806744 -0.0015203070305068425 0.0010217440666744366 -0.018434673401271938 0.00955577407561993 0.013679790961641909 -0.0035065043288417396 0.025382038600232481 -0.0033040157601269857 0.0099942579512992177 0.015623313243525006 -0.0057988636627122137 0.0010601896558053148 -0.0011204575568504575 -0.023215461779398733 1.2409018259156442e-05 leaf_weight=6.4563726559281331 7.0517323203384867 4.4725335286930203 10.797991693019869 464.09952233731747 7.0905982553958875 6.2537003457546216 7.4114954620599773 10.664623260498045 7.1737873107194901 7.2986358404159546 3.469810537993907 12.405207723379137 52.794718243181705 7.4139937162399283 425.30022756941617 4.4944087043404579 6707.1258967900649 leaf_count=28 39 22 34 1396 21 20 23 30 21 21 21 37 172 24 1765 34 23309 internal_value=9.14957e-07 0.00438701 -5.27754e-06 5.34552e-06 0.00237415 0.00930541 -0.00279792 0.00354015 0.0180111 -0.01076 -1.21467e-05 0.000688845 0.000325099 0.0101755 -6.48373e-05 -0.00874682 -5.51428e-05 internal_weight=7751.78 10.9289 7740.85 7733.79 56.6908 24.2255 32.4654 18.0761 13.4275 14.3892 7677.1 536.713 516.894 19.8192 7140.39 7.96422 7132.43 internal_count=27017 50 26967 26928 170 75 95 53 41 42 26758 1629 1568 61 25129 55 25074 is_linear=0 shrinkage=0.03 Tree=1467 num_leaves=31 num_cat=0 split_feature=9 5 3 12 11 4 5 5 13 10 5 9 3 12 8 11 4 8 4 4 0 12 10 0 10 5 11 2 4 6 split_gain=0.235383 1.62576 2.51535 2.3136 2.13242 2.12091 2.04872 2.58919 2.56659 3.25984 1.89263 1.94229 1.93702 1.8452 2.1209 1.70347 1.32064 4.09656 2.66376 1.11787 1.0741 2.14719 2.17273 1.76688 4.12934 2.49712 2.30327 1.91188 1.94467 3.91129 threshold=5.3000000000000016 2.2150000000000012 1.9000000000000001 4.1000000000000005 1.0000000180025095e-35 1.5550000000000008 1.8100000000000005 1.8300000000000005 3.1000000000000005 -0.83333333333333315 1.7950000000000002 4.1000000000000005 2.1000000000000005 4.1000000000000005 5.9000000000000012 1.1666666666666672 2.2450000000000014 4.5000000000000009 2.1550000000000011 1.3350000000000006 925.00000000000011 4.5000000000000009 1.1666666666666672 725.00000000000011 -1.4999999999999996 1.2550000000000006 -1.1666666666666663 3.5000000000000004 2.265000000000001 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 10 13 -9 -10 16 19 -13 14 -8 -6 18 -18 -1 -12 23 22 -22 27 -25 -26 -27 28 -2 -30 right_child=20 2 3 5 15 -7 7 8 9 -11 11 12 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24 24 25 26 -28 -29 29 -31 leaf_value=-0.00017279685726751871 0.00021908158290050121 -0.017108798487585074 0.016263520976583522 -0.023560559612468147 -0.016158184420350632 -0.0019287082366235486 0.0026560278469172846 -0.00052346595819308681 0.015660652988049518 0.0022255420434502573 -0.0064560710495007567 -0.015174051627271682 0.0015264959686585556 0.023600850590340314 0.019867116319402509 0.0068608123133315083 -0.021459205295772204 0.0039835753566854022 -0.0063294596429206958 0.010792892004928277 -0.0031020925421343859 0.0085559304104104589 -0.018252968744520082 -0.0092885252168982656 0.021302404055363024 -0.0085137778447641772 0.0063323130690490816 0.013129871201212099 -0.014573857171345706 -0.00034313576909037326 leaf_weight=4822.4248534888029 3143.7030712366104 12.559856340289114 8.9027587249875086 6.2996683735400465 5.1391302868723852 11.573204630985854 30.065916150808334 228.51030077040195 21.498873755335808 66.62327303737402 6.133972615003584 22.411647588014606 8.6679340600967389 6.5284399837255469 8.2016588002443296 6.6210850030183792 5.9702021926641455 123.7864445745945 64.088586531579494 7.5357647836208344 52.98089412599802 11.500509530305861 10.150806441903113 18.444237522780895 8.9043969362974149 10.572233960032461 85.192612566053867 10.16287152469158 24.213534027338028 61.612786158919334 leaf_count=13850 9904 43 37 42 20 46 91 752 65 204 20 67 28 21 24 25 20 527 216 22 180 42 33 59 44 33 279 50 79 194 internal_value=-1.18637e-06 -0.000123375 -0.00544961 -0.00164958 0.00518692 -0.00955331 -7.31854e-05 0.0021089 0.00115384 0.00550326 -0.000229017 -0.00637133 -0.0105164 0.00885963 0.00634478 -0.00319833 -0.000174223 0.00281293 -0.000253544 0.00305283 0.000193378 -0.00336633 -0.00553817 0.00027238 0.00379992 0.0061063 0.00469334 0.000138327 9.74449e-05 -0.00435794 internal_weight=8910.98 5473.54 51.0957 38.5358 20.663 17.8729 5422.45 361.428 316.632 88.1221 5061.02 44.7493 31.0796 44.796 38.2676 11.7602 5016.27 129.757 4886.51 13.6697 3437.44 74.6322 63.1317 3362.81 123.113 104.669 95.7648 3239.69 3229.53 85.8263 internal_count=27017 16120 213 170 82 88 15907 1157 1021 269 14750 137 95 136 115 45 14613 547 14066 42 10897 255 213 10642 415 356 312 10227 10177 273 is_linear=0 shrinkage=0.03 Tree=1468 num_leaves=31 num_cat=0 split_feature=10 4 3 5 5 7 5 8 5 0 5 0 12 10 0 5 6 10 10 12 2 4 4 8 13 13 6 6 9 4 split_gain=0.236667 3.39202 1.47274 1.43979 3.36153 2.75061 2.96186 2.5916 2.42293 2.34421 4.27373 2.74438 2.33885 1.64788 0.765902 0.727029 0.684634 2.29114 2.18478 1.77325 1.40108 4.05267 2.32268 0.719645 1.46658 2.19233 0.850812 2.16245 1.87676 0.0252744 threshold=0.83333333333333337 0.83000000000000029 1.3 1.0550000000000006 1.2050000000000007 0.90000000000000013 1.0450000000000006 6.7000000000000002 1.2150000000000005 200.00000000000003 1.1450000000000007 575.00000000000011 2.1000000000000005 1.5000000000000004 475.00000000000006 3.1450000000000005 0.3000000000000001 1.0000000180025095e-35 0.33333333333333326 3.3000000000000007 1.1000000000000003 1.2850000000000008 1.2450000000000008 2.9000000000000004 1.3000000000000003 1.7000000000000004 1.7000000000000004 1.5000000000000002 2.9000000000000004 1.4550000000000007 decision_type=2 2 2 2 2 2 2 2 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 9 13 7 -7 29 10 -5 -11 -10 14 -3 16 17 20 -19 -20 21 -1 -22 24 -18 -26 27 -25 -28 -6 right_child=1 3 -4 4 8 6 -8 -9 12 11 -12 -13 -14 -15 -16 -17 23 18 19 -21 22 -23 -24 26 25 -27 28 -29 -30 -31 leaf_value=-0.0074610623326117334 0.023996457572302562 -0.019676657690995237 0.0052792295262438678 -0.0092598089421445737 0.012295496051591854 0.0015719764909177239 0.024294118648677036 0.01814316831821711 -0.0048268609036071723 -0.01013620255942649 0.010744719316375544 0.0010127250812099102 9.7800697404634238e-05 0.0050996436143050331 -0.0051854107720384676 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47 25 16 38 205 12599 69 1276 307 2342 5447 23 internal_value=6.35945e-07 -0.000379934 0.0136563 -0.000557185 -0.000909683 0.00247651 0.00437856 0.00312185 -0.00025112 -0.00514133 0.00120896 -0.00741383 -0.000416189 -0.0078414 -0.0136784 7.61893e-05 8.58114e-05 0.00266726 0.0105976 0.00543568 -0.000186933 0.00634344 -0.00306935 4.71593e-05 -0.00122447 -0.00151857 0.000130872 -0.000101598 0.000707888 0.0138114 internal_weight=7407.83 1227.05 15.302 1211.75 1085.61 126.141 106.507 100.185 939.409 146.198 38.53 107.668 928.509 19.6341 13.531 6180.78 6175.38 91.1002 24.1103 18.1729 66.99 20.5139 46.4761 6084.28 375.796 366.764 5708.48 4069.11 1639.38 10.8991 internal_count=27017 4529 51 4478 4003 475 399 377 3445 558 134 424 3405 76 54 22488 22461 389 95 72 294 73 221 22072 1377 1345 20695 14941 5754 40 is_linear=0 shrinkage=0.03 Tree=1469 num_leaves=10 num_cat=0 split_feature=9 9 9 4 5 12 4 11 2 split_gain=0.312485 1.19167 1.03067 0.34517 2.22757 3.14319 0.314341 2.60545 0.372404 threshold=0.70000000000000007 1.5000000000000002 1.7000000000000004 0.68500000000000016 1.8750000000000002 2.1000000000000005 0.73500000000000032 0.33333333333333326 0.50000000000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 4 5 -4 7 -5 -8 right_child=1 2 3 6 -6 -7 8 -9 -10 leaf_value=-0.0078582217270846081 0.012949516052147307 -0.011512399945106028 0.00017023905816762461 -0.0092634809865346137 -0.012421285081611931 0.017443619516429188 0.00077091876575852982 0.0079065834043503883 -5.6252135803559874e-05 leaf_weight=4.5507720112800589 6.3957525566220275 6.999021526426076 35.889663234353065 21.418664872646332 7.91855464875698 12.884939163923262 526.06515222042799 12.652488976716993 7116.456248105038 leaf_count=24 26 39 109 65 24 37 1597 38 25058 internal_value=7.56107e-07 5.37285e-06 -5.32282e-06 5.09167e-06 0.00233734 0.0047334 -1.21324e-05 -0.00288729 6.85328e-07 internal_weight=7751.23 7746.68 7740.28 7733.29 56.6932 48.7746 7676.59 34.0712 7642.52 internal_count=27017 26993 26967 26928 170 146 26758 103 26655 is_linear=0 shrinkage=0.03 Tree=1470 num_leaves=31 num_cat=0 split_feature=5 5 11 7 0 12 2 4 9 5 4 11 5 9 0 3 12 5 12 11 13 3 8 5 3 8 9 6 12 11 split_gain=0.235021 1.59675 1.88667 2.07661 1.91955 2.42467 1.47573 1.45064 1.16219 1.59783 3.03719 3.0743 2.39399 2.5226 2.34998 1.4742 1.9448 3.02736 2.62552 1.63907 1.07384 0.767073 0.689273 1.7795 0.704096 1.61371 1.79237 1.77064 0.838149 0.737302 threshold=2.1250000000000009 2.1550000000000011 -1.1666666666666663 1.1000000000000003 350.00000000000006 3.7000000000000006 1.3 1.5550000000000008 5.3000000000000016 2.1950000000000007 1.9050000000000002 -0.83333333333333315 2.2050000000000005 6.9000000000000012 475.00000000000006 3.1000000000000005 3.5000000000000004 2.225000000000001 4.1000000000000005 -0.33333333333333309 3.3000000000000007 3.5000000000000004 10.100000000000001 1.4750000000000008 2.9000000000000004 5.5000000000000009 5.3000000000000016 0.90000000000000013 5.700000000000002 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 -2 4 -4 -6 20 -8 15 10 11 -10 13 -11 -14 16 17 -3 -18 -17 -5 22 24 -24 28 27 -27 -26 29 -1 right_child=1 8 3 6 5 -7 7 -9 9 12 -12 -13 14 -15 -16 19 18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=-7.0790462971433366e-06 0.018328237086782131 0.0037746388909603449 0.010792385361719458 -0.004662412877658847 -0.020832119844930712 0.0032415247692689476 0.026138596340418065 0.0069150303035351145 -0.025663442334386565 0.025645961963049791 0.010906343802292846 -0.0040537989064118813 0.0044596830003589775 -0.0004737287152414343 -0.00099586242320016949 0.003881659503209648 0.010863043790677436 -0.016304787266861003 -0.005888166413753144 -0.021028859545371016 0.01084099577720914 0.0096401648370622681 0.005433266688038966 -0.017298726244397152 -0.014619380178753505 -0.00020740646398480404 -0.021365076243457067 0.0024412793383169996 0.0088184005237302108 -0.0044684852897936252 leaf_weight=8284.0955336987972 8.4791745916008932 11.964893430471422 5.5579032301902798 9.59020540118218 8.2287133112549764 6.9420233219861975 6.0688613355159751 8.4547365158796293 7.2129654288291922 7.3659466132521612 9.5417523384094221 33.183736771345139 109.30345969833434 6.0701480507850647 203.10216564685106 3.4155936539173126 18.338040798902512 15.527968138456343 15.571764662861822 7.8198957350105029 6.9240053147077552 7.3622739017009726 5.6302715837955457 6.894575223326683 6.535436086356639 6.4819475114345542 8.1151544600725156 33.74090788513422 9.6566359624266607 33.473089389503002 leaf_count=24529 31 38 20 31 33 25 18 30 32 25 31 131 477 22 834 17 65 59 56 54 21 27 20 22 25 22 31 140 44 107 internal_value=-1.20809e-06 0.000624966 0.00521064 0.00306202 -0.00429048 -0.00981619 0.0079724 0.0149478 8.87448e-06 0.000680355 -0.0043166 -0.00791227 0.00144619 0.0138456 0.000912906 -0.00346491 -0.00163672 -0.00756622 0.0031707 -0.0134561 0.00183779 -3.91173e-05 -4.76062e-05 -0.00708005 -3.70981e-05 -0.00342421 -0.0119699 -0.000327067 -1.47782e-05 -2.50335e-05 internal_weight=8910.65 508.664 60.2456 51.7664 20.7286 15.1707 31.0378 14.5236 448.418 375.78 49.9385 40.3967 325.842 13.4361 312.406 72.6382 61.4027 27.4929 33.9098 11.2355 16.5142 8401.99 8394.62 12.5248 8382.1 54.8734 14.5971 40.2763 8327.23 8317.57 internal_count=27017 2050 209 178 78 58 100 48 1841 1552 194 163 1358 47 1311 289 218 97 121 71 52 24967 24940 42 24898 218 53 165 24680 24636 is_linear=0 shrinkage=0.03 Tree=1471 num_leaves=31 num_cat=0 split_feature=9 4 10 10 4 13 8 0 5 13 12 9 8 13 4 3 11 5 2 7 4 5 12 5 5 4 3 7 0 12 split_gain=0.230553 1.33526 2.58941 2.09541 1.81781 2.8391 2.68879 3.47493 3.09908 2.66431 2.69031 2.47008 2.14893 3.00431 2.80006 1.44797 1.12952 0.989788 1.44038 2.88239 2.26287 1.67198 1.18452 1.1485 5.13369 3.33133 2.26985 1.91525 1.3538 1.33655 threshold=5.3000000000000016 0.75500000000000023 0.33333333333333326 -1.0000000180025095e-35 1.1350000000000007 1.3000000000000003 4.1000000000000005 575.00000000000011 1.4950000000000008 4.9000000000000012 2.9000000000000008 5.7000000000000002 3.9000000000000004 3.9000000000000008 1.1650000000000007 1.5000000000000002 -1.0000000180025095e-35 2.225000000000001 1.1000000000000003 0.70000000000000007 1.3650000000000009 2.2850000000000006 5.1000000000000005 2.0750000000000011 2.0450000000000008 1.0350000000000008 2.3000000000000003 0.90000000000000013 475.00000000000006 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 3 15 5 11 8 -8 -7 12 16 -3 13 -6 -14 -2 -11 23 19 -19 -20 -21 -22 24 29 -25 27 -27 -28 -1 right_child=1 4 -4 -5 9 6 7 -9 -10 10 -12 -13 14 -15 -16 -17 -18 18 20 21 22 -23 -24 25 -26 26 28 -29 -30 -31 leaf_value=-1.92941298622797e-06 0.0011678672494882234 0.0061836039801974624 0.0059666216572757383 -0.02645924103599951 0.0021967359256839648 0.0037731899743470073 0.0058883699643921998 -0.0038309190464066961 -0.0027283391709823244 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10.711986787617208 19.051366977393627 15.238702863454817 94.879640193656087 leaf_count=15232 36 19 34 25 1441 366 691 155 616 26 20 46 198 119 7047 25 33 26 25 19 69 32 24 19 59 32 38 67 61 417 internal_value=3.95222e-07 -0.000206719 -0.0062486 -0.0121091 -0.000138749 0.0014566 0.00185672 0.00422575 -0.000149371 -0.000493132 -0.0114415 -0.0106851 -0.000400634 0.001491 -0.000836084 -0.00613539 -0.0180168 0.000135642 0.00420229 0.010054 4.01359e-05 0.00168543 0.00355022 8.67605e-05 0.000143326 -0.00404 -0.00633938 -0.000448229 -0.0127425 7.65962e-05 internal_weight=7407.61 2926.31 32.5541 21.9994 2893.76 525.969 509.189 233.474 275.715 2367.79 19.837 16.7796 2347.95 439.355 1908.6 15.5332 14.6484 4481.29 53.2257 22.1228 31.103 13.8507 26.1773 4428.07 4368.19 59.8746 54.1565 28.2058 25.9507 4349.88 internal_count=27017 10897 120 86 10777 1893 1828 846 982 8884 79 65 8805 1560 7245 61 59 16120 195 77 118 51 93 15925 15708 217 198 99 99 15649 is_linear=0 shrinkage=0.03 Tree=1472 num_leaves=11 num_cat=0 split_feature=5 12 0 12 11 12 2 9 10 9 split_gain=0.24243 0.340725 0.838013 0.349428 1.1654 0.50607 1.92513 0.31399 1.16562 0.998253 threshold=3.2350000000000008 6.3000000000000016 525.00000000000011 5.9000000000000012 0.33333333333333326 5.700000000000002 2.7000000000000006 1.5000000000000002 0.33333333333333326 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 7 -7 8 -1 -9 right_child=-2 2 -4 4 -6 6 -8 9 -10 -11 leaf_value=0.013223725094478452 -0.0060295453312510967 -0.0022537698275519494 0.014255130675661549 -0.014058224601957834 0.0069969239711939329 0.020443563721823283 -0.0053187772785296284 -0.011375972127081571 -0.0070980105695141339 -4.7719701720639762e-07 leaf_weight=6.3967266641557199 5.9948522597551337 6.0939253196120244 5.0693336948752403 5.9213016591966134 3.9403441026806831 4.8533040285110456 5.6492312382906675 6.9491963461041442 4.2135070515796542 7695.9736214326695 leaf_count=27 21 28 22 31 18 16 30 39 21 26764 internal_value=1.01112e-06 5.67891e-06 0.00524307 -1.88084e-06 -0.00564538 5.32448e-06 0.0065862 -3.63586e-06 0.00515361 -1.07396e-05 internal_weight=7751.06 7745.06 11.1633 7733.9 9.86165 7724.04 10.5025 7713.53 10.6102 7702.92 internal_count=27017 26996 50 26946 49 26897 46 26851 48 26803 is_linear=0 shrinkage=0.03 Tree=1473 num_leaves=31 num_cat=0 split_feature=5 12 12 2 8 9 4 12 0 9 7 13 8 9 3 5 5 9 11 8 10 12 12 5 5 10 10 3 10 11 split_gain=0.224348 1.96488 4.09017 3.12632 2.58725 3.33331 2.30633 1.99721 2.13493 2.73295 2.5089 2.21909 1.92076 3.42703 3.03579 1.62953 2.7362 1.55049 1.48758 2.34931 2.08119 1.13227 1.00775 1.9744 1.75041 3.7687 3.66595 1.35054 2.16054 0.973014 threshold=1.7650000000000006 1.7000000000000004 1.5000000000000002 0.70000000000000007 5.3000000000000016 6.5000000000000009 1.0850000000000006 2.1000000000000005 475.00000000000006 7.9000000000000012 2.3000000000000003 3.5000000000000004 3.9000000000000004 7.1000000000000005 1.3 1.8450000000000004 1.8100000000000005 5.7000000000000002 -1.8333333333333328 4.7000000000000002 1.8333333333333339 5.700000000000002 4.3000000000000016 1.1250000000000007 1.4550000000000007 -1.1666666666666663 -0.99999999999999978 2.7000000000000006 -0.33333333333333331 -1.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 3 6 5 -4 -2 12 9 10 -9 -11 13 14 -3 16 -14 -17 19 -10 -20 22 27 -24 25 -25 -26 29 -29 -1 right_child=1 7 4 -5 -6 -7 -8 8 18 11 -12 -13 15 -15 -16 17 -18 -19 20 -21 -22 -23 23 24 26 -27 -28 28 -30 -31 leaf_value=0.0017463766728753511 0.0045610522907666342 -0.011685324723417729 0.019755835423095024 0.014494643390260718 0.0284362162372498 -0.0063428224261214364 -0.01893094064616984 0.0027077459414717726 -0.015472452219030153 -0.0059277124011944803 -0.0083161818178089757 0.013630751796864241 -0.0079255947742765467 0.022030209101039207 0.011531399252445403 -0.0013718571859093825 0.010177290231386459 -0.014793316345179981 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internal_value=-1.10474e-06 0.000301924 0.00625817 -0.00307572 0.0143938 0.00799161 -0.0101691 0.00013358 0.000387299 0.00170985 0.00234884 -0.00417634 -0.00399699 0.0026561 -0.00302416 -0.00661478 -0.00181269 -0.0109024 -0.000511787 -0.00650513 -0.000279567 -7.58853e-05 -8.72238e-05 -0.00238174 -0.00304405 -0.00751952 -0.000864567 -3.18641e-05 -0.00853457 -1.13603e-05 internal_weight=8910.29 1763.63 48.4763 22.5757 25.9007 17.7899 16.0828 1715.15 1615.9 653.947 589.908 64.0394 99.256 28.0266 21.6725 71.2293 33.5988 37.6305 961.95 35.8818 926.068 7146.66 7140.22 168.213 161.507 52.8931 108.614 6972 16.7722 6955.23 internal_count=27017 6123 154 72 82 58 52 5969 5649 2271 2000 271 320 92 70 228 100 128 3378 140 3238 20894 20865 573 541 194 347 20292 60 20232 is_linear=0 shrinkage=0.03 Tree=1474 num_leaves=26 num_cat=0 split_feature=10 4 3 5 5 7 5 8 5 6 8 0 5 0 11 9 5 9 13 5 5 6 12 6 13 split_gain=0.229883 3.23891 1.39213 1.3818 3.23948 2.6428 2.80736 2.46549 2.39769 2.6592 2.39143 2.2653 4.10017 2.66122 1.60368 3.09071 0.709342 0.670452 0.611399 2.68783 2.38319 1.34757 3.05861 1.53281 0.946161 threshold=0.83333333333333337 0.83000000000000029 1.3 1.0550000000000006 1.2050000000000007 0.90000000000000013 1.0450000000000006 6.7000000000000002 1.4850000000000008 1.1000000000000003 8.5000000000000018 200.00000000000003 1.1450000000000007 575.00000000000011 -1.0000000180025095e-35 4.1000000000000005 3.1450000000000005 10.500000000000002 3.9000000000000008 2.1650000000000009 1.3050000000000006 1.7000000000000004 0.90000000000000013 1.5000000000000002 4.1000000000000005 decision_type=2 2 2 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 -2 5 11 14 7 -7 9 -6 -10 12 -5 -13 -3 -16 17 18 21 20 -20 23 -23 -1 -21 right_child=1 3 -4 4 8 6 -8 -9 10 -11 -12 13 -14 -15 15 -17 -18 -19 19 24 -22 22 -24 -25 -26 leaf_value=0.00015687631063385083 0.023314803971396781 -0.018379300943649327 0.0051604633888222527 -0.0091151727096521248 -0.0019301119510078653 0.0015346653272026195 0.023562010002395783 0.017630620666137346 -0.0012067931519003251 0.0035848892191923318 -0.018647122789350462 -0.0099878375986446766 0.010479978866125846 0.00099564615180622361 -0.016791476714639705 0.013872155051756764 -0.01081733059065158 0.010435823742751102 -0.0027591349907066746 -0.0067190909315689292 0.0010816493216568462 -0.016462015850616761 0.0011469719935267733 -0.0014271097470814798 -0.025399400856692268 leaf_weight=3633.0753834778443 6.8994886130094519 7.6984420642256763 8.4665365889668447 18.284868352115154 119.08941742032766 90.889533072710037 6.3883586078882209 9.4557530134916288 581.07845095545053 231.93617413565516 7.1632650867104521 80.986550539731979 20.258310616016388 26.301617123186588 5.6708008050918561 6.1850260645151138 5.3765477165579787 5.6259435266256324 255.76767526566982 4.6919771954417211 336.94588382169604 8.9397847652435285 1277.1066155731678 647.88127019815147 5.0849353596568108 leaf_count=13429 23 33 28 66 470 336 22 41 2119 815 41 301 68 123 22 21 27 19 940 21 1188 35 4487 2317 25 internal_value=2.3075e-07 -0.000374897 0.0133119 -0.00054851 -0.00089417 0.00242149 0.00427905 0.00305142 -0.000248285 0.00171386 -0.00141917 -0.00505417 0.00118405 -0.00729524 -0.00771767 -0.000794671 7.46891e-05 8.41725e-05 7.47329e-05 -0.000833076 -0.000575725 0.000172981 0.00102457 -8.28446e-05 -0.0164346 internal_weight=7407.25 1226.75 15.366 1211.39 1085.1 126.288 106.734 100.345 939.267 351.026 588.242 145.831 38.5432 107.288 19.5543 11.8558 6180.5 6175.12 6169.49 602.49 592.714 5567 1286.05 4280.96 9.77691 internal_count=27017 4529 51 4478 4003 475 399 377 3445 1285 2160 558 134 424 76 43 22488 22461 22442 2174 2128 20268 4522 15746 46 is_linear=0 shrinkage=0.03 Tree=1475 num_leaves=31 num_cat=0 split_feature=12 4 5 5 10 8 3 11 5 7 4 11 4 9 7 4 4 6 0 5 12 0 10 12 5 11 12 3 11 13 split_gain=0.236869 1.2854 2.56932 5.39943 3.27675 2.67465 2.15836 2.08019 3.48637 1.45703 1.54031 1.36453 1.24312 6.14071 1.84452 1.24259 2.22738 2.68176 2.12785 3.66298 5.32091 3.81493 3.64563 2.35026 2.23636 2.07743 1.79936 2.94545 2.17078 1.46152 threshold=2.9000000000000008 1.8900000000000006 1.5950000000000004 1.5650000000000006 1.5000000000000004 6.5000000000000009 0.3000000000000001 -1.0000000180025095e-35 1.7950000000000002 3.3000000000000003 1.4250000000000005 0.50000000000000022 1.8750000000000002 5.5000000000000009 1.3 1.195000000000001 1.2050000000000007 1.5000000000000002 200.00000000000003 2.225000000000001 3.1000000000000005 525.00000000000011 0.83333333333333337 3.9000000000000008 2.265000000000001 1.1666666666666672 3.1000000000000005 2.5000000000000004 -1.0000000180025095e-35 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 6 11 -3 8 -7 12 -11 -4 -1 14 -14 18 17 29 22 21 -21 25 26 -23 -22 -20 28 -28 -2 -17 right_child=15 2 5 -5 -6 7 -8 -9 -10 10 -12 -13 13 -15 -16 16 -18 -19 19 20 24 23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-3.8032595132710912e-05 -0.013123819129785178 0.016248993407089404 -0.021070682402013943 0.030993384990366097 -0.023158338964178307 0.023563401362855205 -0.0016762255609321104 -0.013357799358171427 -0.010288385423402442 -0.0018762646261153977 -0.023573078674465852 -0.0039603087584896167 0.0079666070946996011 0.025280577303518233 -0.016623305834648352 -0.0082910678148945382 5.1639204448545738e-05 0.0022376732966099327 0.0085666558206740212 -0.030513912164489329 -0.015846244679820275 -0.0020909676485888337 0.011312085648116166 0.012431479254080112 0.0013735109978588985 0.00065489061355970119 -0.017819938472406684 0.0020723072496733109 0.007067021552717153 -0.028548015505128761 leaf_weight=4675.3722997829318 7.3791095316410091 6.3737363424152127 15.791184596717359 4.6766218245029441 6.1675121523439875 5.7127783894538897 117.41897664405406 7.2653090804815283 5.2585078701376915 7.5814580097794515 4.815140176564455 5.7121011242270461 4.4248925745487231 9.4181434549391252 7.2334327548742294 6.3921877443790454 2439.7488743634894 10.068248629570006 138.12130519002676 6.0640684217214575 7.8582694232463828 89.456881113350391 12.461109071969984 11.295942090451716 49.830181956291199 38.110531508922577 20.764494143426422 9.8901241570711118 13.671016857028006 6.4300345554947853 leaf_count=15440 21 40 78 18 43 20 646 36 22 34 28 27 18 34 34 19 9221 29 403 18 22 265 36 33 169 110 63 29 40 21 internal_value=1.04949e-06 -0.000126039 -0.00265534 -0.000676924 -0.00181658 -0.00935811 -0.000753307 -0.000906836 0.00733833 -3.23742e-05 -0.0103038 -0.0165255 -5.26198e-06 0.00726421 -0.00729026 0.000217471 -3.5753e-05 -0.00935032 0.00175759 0.00270135 -0.00378213 0.00419362 -0.00325398 -0.000462778 -0.000972149 0.00685572 -0.00676447 -0.0114021 -1.08659e-05 -0.0184494 internal_weight=7750.76 4883.22 174.377 134.637 129.96 39.7399 123.793 18.2366 10.9713 4708.85 12.3966 21.5033 4696.45 21.0765 11.6583 2867.54 2462.64 22.8905 404.903 340.737 63.7525 276.985 64.1659 100.753 57.6885 176.232 51.7047 30.6546 21.0501 12.8222 internal_count=27017 16518 930 747 729 183 686 78 42 15588 62 105 15526 86 52 10499 9290 69 1209 1020 209 811 189 298 191 513 153 92 61 40 is_linear=0 shrinkage=0.03 Tree=1476 num_leaves=23 num_cat=0 split_feature=4 5 4 4 8 2 13 11 4 9 5 5 7 5 4 4 13 13 5 4 9 4 split_gain=0.225701 0.575245 0.266458 1.70364 2.15287 1.36812 2.07467 1.59175 2.18669 1.27901 1.17853 1.3151 1.19342 0.944064 0.705455 2.107 1.38772 0.897573 0.573886 0.405009 4.14077 2.08383 threshold=2.975000000000001 1.7250000000000003 2.5350000000000006 2.5050000000000012 7.3000000000000016 2.9000000000000004 2.3000000000000007 0.83333333333333337 2.6350000000000011 4.9000000000000012 1.2650000000000006 1.9000000000000004 1.9000000000000001 1.5550000000000008 2.3550000000000009 2.3750000000000009 2.5000000000000004 2.3000000000000007 1.7150000000000005 2.265000000000001 4.7000000000000002 2.2550000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 14 -5 6 7 8 -4 13 -7 12 -12 -8 19 17 -17 -16 -11 21 -21 -1 right_child=1 -3 5 4 -6 10 9 -9 -10 18 11 -13 -14 -15 15 16 -18 -19 -20 20 -22 -23 leaf_value=-1.3748507833167949e-05 0.0023990796705505783 -0.010003284441509849 0.0015231579738489614 -0.0004247587450912037 -0.021778567943355653 -0.0056616710824135361 0.00480167163178231 0.005462471032177528 -0.019332222941821332 0.019528977376467405 0.023400626318474303 0.0016997390035024009 0.0032936140004856812 -0.012110353627744392 0.006474341103326846 0.0041128049454786601 -0.0047376643807477354 0.021066111045693128 0.0060279643801873306 0.0073974479626419936 -0.0067728694267698295 0.013863939194547712 leaf_weight=8627.7948075765744 6.645358741283415 6.8200397193431854 7.2901304513216081 10.138664998114111 7.315012425184249 5.0532123371958759 8.274883762001993 6.805184379220008 11.928168326616285 5.470699191093443 8.2087035924196261 8.8779883310198766 3.9279269054532042 4.634388029575347 8.8237293288111669 38.47911324352026 27.226182281970978 6.655844807624816 5.8782587200403214 27.712785586714745 56.190648473799229 9.7490025758743268 leaf_count=25931 28 23 27 36 24 32 40 25 41 27 50 37 21 15 37 140 107 34 20 108 178 36 internal_value=-1.48707e-06 -0.00388255 4.38719e-06 -1.08883e-05 -0.00937436 0.00176905 -0.00112249 -0.00700601 -0.0114211 0.00518918 0.00734647 0.0104744 0.0168931 -0.00126969 7.67741e-06 0.00279127 0.000445452 0.0127485 0.012536 -1.82341e-05 -0.0020925 1.91493e-06 internal_weight=8909.9 13.4654 8896.44 8820.09 17.4537 76.3495 50.2817 26.0235 19.2183 24.2582 26.0678 21.0146 12.1366 12.9093 8802.63 81.1849 65.7053 15.4796 11.349 8721.45 83.9034 8637.54 internal_count=27017 51 26966 26631 60 335 195 93 68 102 140 108 71 55 26571 318 247 71 47 26253 286 25967 is_linear=0 shrinkage=0.03 Tree=1477 num_leaves=31 num_cat=0 split_feature=5 12 10 12 3 4 9 2 2 5 4 4 9 13 10 3 5 7 11 13 4 5 8 13 3 11 5 11 8 5 split_gain=0.227108 2.24891 1.51524 1.63498 1.95855 2.95408 1.83811 3.23239 2.25581 1.78256 1.2617 1.64052 2.56716 2.00534 1.79481 1.4962 0.903081 2.61614 2.80007 3.29625 3.71548 2.24106 3.04204 2.91133 1.40362 1.37827 1.06339 3.34946 3.33653 1.18438 threshold=2.2750000000000008 3.5000000000000004 1.8333333333333339 3.9000000000000008 2.3000000000000003 1.3550000000000006 5.5000000000000009 2.1000000000000005 2.3000000000000003 2.4850000000000008 1.8550000000000004 1.4350000000000007 6.9000000000000012 2.1000000000000005 -1.0000000180025095e-35 1.9000000000000001 2.1550000000000011 2.1000000000000005 -1.0000000180025095e-35 3.3000000000000007 1.1050000000000006 2.1950000000000007 5.7000000000000002 1.9000000000000001 3.3000000000000003 1.0000000180025095e-35 2.1150000000000007 -1.1666666666666663 4.1000000000000005 2.0450000000000008 decision_type=2 2 2 2 2 2 2 2 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 10 3 4 9 -6 7 -5 -8 -3 11 12 15 -13 -14 -2 24 18 19 20 -18 23 -23 -20 26 -26 29 -28 -29 -1 right_child=1 2 -4 6 5 -7 8 -9 -10 -11 -12 13 14 -15 -16 -17 17 -19 21 -21 -22 22 -24 -25 25 -27 27 28 -30 -31 leaf_value=-2.5796764586881585e-05 -0.019737144349846057 -0.010000220886668248 0.014828142371046502 0.011268405335142688 -8.4207732101342631e-06 0.018689666582680894 -0.0056904657404791012 -0.015781957098079318 0.0045851073652722462 0.009686860957591522 0.0067285426692471782 0.00046639761347283694 -0.0061315857166869079 -0.020749727402698374 0.008828090890227562 -0.0044121004958741303 0.024004258288368694 0.020081513798126189 -0.009580724328894015 0.021739982967408138 0.00068150941057466699 -0.00082986131442347141 -0.014770575506002899 0.0093283967515276622 0.002101543569682954 -0.018987246496994029 -0.021639037894482762 0.01168614034987049 -0.0052955980971741944 0.002761651585994636 leaf_weight=6745.9647688372061 10.125848427414896 11.286168999969961 6.8201865404844275 20.123571299016479 14.586052320897581 15.887565076351164 77.279399067163467 4.9546329267323008 25.59671787917614 6.536641761660575 7.3379987701773635 5.8726890198886421 12.846695415675642 12.638582415878771 16.473935954272747 13.218348585069178 6.9379454329609862 7.0143248587846747 10.061807781457899 10.233641505241392 53.957538358867168 47.090465448796749 20.101058036088943 26.972095653414726 4.6830338388681394 6.896778866648674 8.2841540127992612 13.693102344870566 43.468952916562557 140.03659697249532 leaf_count=24353 46 45 27 84 62 56 369 20 103 24 26 29 72 61 74 67 25 22 40 32 196 177 81 103 28 41 37 48 171 498 internal_value=1.29833e-07 -0.000868078 0.000953571 0.000416682 0.00511975 0.00973992 -0.0013585 0.00592414 -0.00313379 -0.00277984 -0.00511561 -0.0063367 -0.00363645 -0.0140189 0.00227358 -0.0110595 3.19139e-05 0.0021159 0.00139726 0.00598618 0.00333872 -0.00173447 -0.00500037 0.00419094 -2.26678e-05 -0.0104587 -5.28343e-06 -0.00381131 -0.00122764 3.08899e-05 internal_weight=7406.98 261.585 183.071 176.251 48.2964 30.4736 127.954 25.0782 102.876 17.8228 78.5141 71.1761 52.6648 18.5113 29.3206 23.3442 7145.4 182.369 175.355 71.1291 60.8955 104.225 67.1915 37.0339 6963.03 11.5798 6951.45 65.4462 57.1621 6886 internal_count=27017 1165 790 763 187 118 576 104 472 69 375 349 259 90 146 113 25852 676 654 253 221 401 258 143 25176 69 25107 256 219 24851 is_linear=0 shrinkage=0.03 Tree=1478 num_leaves=11 num_cat=0 split_feature=5 12 0 12 11 12 2 2 3 4 split_gain=0.240636 0.332746 0.804738 0.338071 1.1169 0.488993 1.83907 0.306879 2.02866 0.575138 threshold=3.2350000000000008 6.3000000000000016 525.00000000000011 5.9000000000000012 0.33333333333333326 5.700000000000002 2.7000000000000006 2.3000000000000003 2.9000000000000004 2.5950000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 7 -7 9 -9 -1 right_child=-2 2 -4 4 -6 6 -8 8 -10 -11 leaf_value=3.0999712976989953e-05 -0.0060081772580837132 -0.0021671552720203178 0.014023387214341869 -0.013823613608197567 0.0068207672108624049 0.020061508206808326 -0.0051769572449475729 -0.00055684581891714692 -0.01853305632697555 0.0071304230316154588 leaf_weight=7308.323651375249 5.9917287155985823 6.0835651978850347 5.0619195438921452 5.8939327374100667 3.9320947714149952 4.8322451412677747 5.6211147010326385 388.49024921189994 5.7334855645894995 10.284398704767225 leaf_count=24589 21 28 22 31 18 16 30 2177 21 64 internal_value=1.5855e-06 6.23525e-06 0.00518607 -1.23027e-06 -0.00556232 5.84489e-06 0.00648996 -2.94316e-06 -0.000818287 4.09761e-05 internal_weight=7750.25 7744.26 11.1455 7733.11 9.82603 7723.29 10.4534 7712.83 394.224 7318.61 internal_count=27017 26996 50 26946 49 26897 46 26851 2198 24653 is_linear=0 shrinkage=0.03 Tree=1479 num_leaves=31 num_cat=0 split_feature=9 5 3 12 4 11 5 5 13 10 5 4 2 12 8 11 9 5 10 12 4 12 5 5 4 8 5 7 5 13 split_gain=0.221359 1.50511 2.41282 2.19573 2.08847 2.05506 1.93655 2.47955 2.48281 3.10253 1.82659 1.90153 2.07805 1.78712 2.03793 1.62996 1.31392 3.55481 1.73313 1.05597 1.04107 3.54225 4.34311 4.30909 3.30025 2.54469 5.27206 2.48266 2.66931 2.30607 threshold=5.3000000000000016 2.2150000000000012 1.9000000000000001 4.1000000000000005 1.5550000000000008 1.0000000180025095e-35 1.8100000000000005 1.8300000000000005 3.1000000000000005 -0.83333333333333315 1.7950000000000002 1.3150000000000006 1.5000000000000002 4.1000000000000005 5.9000000000000012 1.1666666666666672 4.9000000000000012 1.4250000000000007 -1.1666666666666663 4.700000000000002 1.2350000000000005 3.5000000000000004 2.2350000000000008 2.305000000000001 1.0150000000000006 2.9000000000000004 2.0350000000000006 1.1000000000000003 1.7350000000000003 4.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 -4 10 13 19 -10 16 -12 -13 14 -8 -7 18 -18 -1 -9 21 22 -2 -24 -25 26 -23 28 -27 -22 right_child=20 2 3 4 -6 15 7 8 9 -11 11 12 -14 -15 -16 -17 17 -19 -20 -21 29 25 23 24 -26 27 -28 -29 -30 -31 leaf_value=0.0017994020607456172 -0.00058738878571473741 -0.016737776785272242 0.015921027578221524 -0.023452886028275718 -0.0017730667332192462 -0.015936143145500802 0.0025723843197625528 0.00015223455833370824 0.015282133252532847 0.0021898506631187367 -0.015098793559300038 0.0058532574395691282 -0.0099488977119418995 0.023182324587243536 0.019449722729380579 0.0066202733675452263 0.00054496846126031581 -0.0034236459876142581 -0.00016713595411646021 -0.0065822887500008613 0.00042085215697640734 -0.015569797616809803 0.025275728502679888 -0.013495918605560745 0.010023886033744841 -0.022237227880891816 0.025814179198912653 -0.016542749312066261 -0.00031753011127606633 0.010167222520820677 leaf_weight=452.0188727080822 829.1094174683094 12.446141123771666 8.9519027993083018 6.1321598682552603 11.496526090428231 5.0911519899964315 30.09040641784668 205.12729910761118 21.560030996799469 66.647537223994732 14.705056473612784 15.211682364344599 14.754262134432791 6.5136107355356208 8.1921002268791181 6.6483258455991745 444.34900417923927 374.19639159739017 3745.0600651428103 23.338844180107117 2477.2779334820807 5.2931840866804105 11.371539503335951 7.5995594356209066 18.296413209289312 6.0849083214998236 5.8131597377359867 25.90826553478837 28.044091921299696 22.04328641295433 leaf_count=1337 2602 43 37 42 46 20 91 668 65 204 48 46 43 21 24 25 1287 1103 10886 84 7728 22 43 40 84 22 30 104 154 68 internal_value=-1.66966e-06 -0.000120173 -0.00526172 -0.00153437 -0.00931442 0.0050941 -7.2031e-05 0.00204934 0.00111483 0.00538992 -0.000223566 -0.00626311 -0.00192721 0.00865563 0.00618398 -0.00316195 -0.000169776 -0.00126928 4.46571e-05 -0.000535727 0.000187026 -0.000665489 -0.000137062 0.00988158 0.00312165 -0.0071006 0.00609095 -0.00954091 -0.00422562 0.000506812 internal_weight=8909.37 5472.53 50.7662 38.3201 17.6287 20.6914 5421.77 361.47 316.674 88.2076 5060.3 44.671 29.9659 44.7961 38.2825 11.7395 5015.62 818.545 4197.08 228.466 3436.84 937.521 866.377 37.2675 25.896 71.1436 11.1063 60.0373 34.129 2499.32 internal_count=27017 16120 213 170 88 82 15907 1157 1021 269 14750 137 89 136 115 45 14613 2390 12223 752 10897 3101 2769 167 124 332 52 280 176 7796 is_linear=0 shrinkage=0.03 Tree=1480 num_leaves=29 num_cat=0 split_feature=2 10 0 8 6 5 9 0 11 7 0 5 6 9 8 9 5 5 7 13 6 10 9 5 4 8 11 6 split_gain=0.227624 1.55325 1.94403 3.1326 1.77264 2.55848 1.84413 1.56131 1.5002 1.4535 1.11807 0.647994 0.311052 1.8842 2.2861 1.86565 1.29903 2.58768 2.22447 5.66351 2.54887 1.41618 1.04563 1.10248 3.08455 2.68907 0.836583 0.696631 threshold=0.3000000000000001 0.33333333333333326 575.00000000000011 3.5000000000000004 1.1000000000000003 1.7250000000000003 5.3000000000000016 350.00000000000006 1.0000000180025095e-35 1.1000000000000003 475.00000000000006 1.4450000000000007 1.3 9.7000000000000011 5.1000000000000005 9.7000000000000011 0.81000000000000016 0.8450000000000002 1.5000000000000002 2.3000000000000007 0.70000000000000007 -1.1666666666666663 9.3000000000000025 1.6850000000000005 0.99000000000000021 7.3000000000000016 -1.0000000180025095e-35 1.1000000000000003 decision_type=2 2 2 2 2 2 2 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 6 -6 -5 -3 -4 -9 -1 -11 15 22 -15 16 18 27 19 -2 -20 -19 23 25 -25 -14 -17 -18 right_child=12 7 8 4 5 -7 -8 9 -10 11 -12 -13 13 14 -16 26 17 21 20 -21 -22 -23 -24 24 -26 -27 -28 -29 leaf_value=-0.0021039878366227015 0.0028688698855442929 -0.0020894321848317562 -0.0025359081539878857 0.003613580458717223 0.0095239007721408461 -0.0061396841864519184 -0.015653243242903903 0.024630192326358359 -0.021370125160395874 0.013656720084223875 -0.017334402094243476 -6.2314012742944639e-05 -5.2724223544747253e-05 -0.0015553468122390195 -0.025669714257770943 0.0038597503027467429 -0.015704471492756521 -0.0016210275910754481 -0.019161091008360779 0.031922313128970224 0.0029070229255065256 0.00034241515386444462 0.01039814376176949 -0.0063068942496817392 -0.00051816327782958137 0.0051577083956711551 0.019463053872854543 -0.003165418565213551 leaf_weight=8.1000263318419474 25.929924495518208 10.018466159701349 9.41767670214176 10.917932346463205 46.755469337105751 11.742184102535246 7.571919471025466 6.0818343162536648 6.388021044433116 6.1320040971040708 9.3401174768805486 6.2638238072395325 2692.0163764208555 9.1887923628091794 5.7537591978907576 6.0680063739418983 11.585159227252008 372.07208688557148 5.9814525637775686 7.8717258721590033 22.167107783257961 2967.2590882806107 8.4123358130454999 90.870979078114033 938.02560334280133 92.19824269041419 6.3068450614809972 6.0805923640727988 leaf_count=30 100 34 34 36 151 48 28 20 27 20 36 21 9332 36 27 24 49 1455 38 26 97 11007 34 345 3520 397 22 23 internal_value=4.07811e-08 0.0012038 -0.000410166 0.00121978 0.00382048 0.00637976 -0.00427652 0.00744721 -0.0101479 0.0126179 -0.0102607 0.00672426 -2.29369e-05 -0.000208547 -0.0108408 0.000184589 0.000142503 6.3065e-05 0.00444716 0.00963483 -0.00178236 0.000123646 -0.000166974 -0.000190282 -0.00102942 0.000119817 0.011812 -0.0113885 internal_weight=7406.52 138.729 110.233 94.4276 76.9875 58.4977 18.4899 28.4961 15.8057 18.4777 17.4401 12.3958 7267.79 3836.47 14.9426 3431.32 3418.95 3357 61.9502 33.8017 28.1486 3339.33 3821.52 3813.11 1028.9 2784.21 12.3749 17.6658 internal_count=27017 485 390 329 263 199 64 95 61 61 66 41 26532 13691 63 12841 12795 12534 261 126 135 12462 13628 13594 3865 9729 46 72 is_linear=0 shrinkage=0.03 Tree=1481 num_leaves=29 num_cat=0 split_feature=4 2 4 5 7 13 10 7 0 11 9 10 6 5 13 11 6 8 5 7 9 8 2 9 3 6 12 3 split_gain=0.238067 1.81035 2.87126 1.6617 1.37958 1.66433 1.63219 2.88818 1.44082 4.52572 2.60069 2.00698 1.93354 1.72992 1.61422 1.42115 1.90797 1.43178 1.14663 2.6537 1.15933 3.55979 3.29757 1.36877 4.5185 1.28111 0.473499 0.00282433 threshold=1.3150000000000006 0.3000000000000001 1.3950000000000007 1.3650000000000007 1.0000000180025095e-35 1.5000000000000002 -1.1666666666666663 0.50000000000000011 525.00000000000011 1.1666666666666672 2.5000000000000004 0.50000000000000022 3.3000000000000003 2.225000000000001 5.5000000000000009 -0.83333333333333315 0.70000000000000007 5.9000000000000012 0.7150000000000003 2.3000000000000003 2.3000000000000003 3.7000000000000006 1.9000000000000001 3.1000000000000005 1.3 0.70000000000000007 1.9000000000000001 0.70000000000000007 decision_type=2 2 2 2 2 2 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 -1 6 7 -6 12 10 -10 -11 13 -7 -14 16 -8 -17 19 26 21 -20 -23 24 -22 -25 -3 -28 right_child=1 18 3 -5 5 8 15 -9 9 11 -12 -13 14 -15 -16 17 -18 -19 20 -21 23 22 -24 25 -26 -27 27 -29 leaf_value=-0.01093013560440468 0.022270673720890151 -0.0095514465688021528 -0.012447995231687506 0.0087277460717840715 0.0079653883106793662 0.0003562510142857182 0.017122622297056658 -0.017603552372554333 0.0094768504418829697 0.0067348450580495389 -0.002268025213115977 -0.0049429500782297896 -0.018496789060792322 -0.0040092131968718194 0.0012231530481408256 0.0014582787284150227 -0.001368551347865211 0.012267571663395458 -0.02078185248611851 0.012453099096635958 0.0011479180668176718 0.013561892160562019 -0.010189700575448773 -0.0012507722719709514 -0.0079792387836169817 0.00039133921576807635 -0.02211306348408737 -0.023483146169127105 leaf_weight=10.733062162995337 8.5895536988973635 4.429659351706503 5.5850692093372336 8.2790642231702787 7.1810671538114574 2089.3403300568461 14.756891921162607 8.9081309735774976 17.331520117819309 81.146673388779163 809.29927180707455 15.829092964529989 9.16418808698654 85.021635659039021 6.3070469796657553 105.92089645564556 7.6129619479179373 12.310493648052214 4.1367751359939566 3.8829703312367192 129.51324615068734 26.020035546272993 6.5939766317605963 483.37075297068805 78.347071604803205 3704.9599121743813 2.8201196826994419 2.6049792291596532 leaf_count=34 26 28 19 25 22 6452 44 30 63 249 2597 52 30 268 20 321 23 38 17 23 600 116 47 2313 345 13169 26 20 internal_value=1.88045e-06 0.000144344 0.00864133 0.000197247 -0.00019218 -0.000156937 0.00285994 -0.00619141 -0.000308767 -0.0013025 -0.00202178 0.00482871 0.000110358 0.000185553 -0.0104577 0.0038957 0.0108297 0.00258376 0.000101438 -0.0085523 0.000128256 0.00543445 0.00875974 8.38976e-05 -0.00229231 0.000201825 -0.0168288 -0.0227709 internal_weight=7750 4469.13 22.4537 13.8641 3280.86 3270.13 156.69 16.0892 3113.44 923.607 826.631 96.9758 2189.83 2174.36 15.4712 140.601 22.3699 118.231 4446.68 13.7377 4432.94 36.7508 32.614 4396.19 207.86 4188.33 9.85476 5.4251 internal_count=27017 16774 70 44 10243 10209 478 52 9731 2961 2660 301 6770 6720 50 426 67 359 16704 97 16607 180 163 16427 945 15482 74 46 is_linear=0 shrinkage=0.03 Tree=1482 num_leaves=31 num_cat=0 split_feature=4 13 4 9 6 11 10 4 4 5 6 11 12 9 12 3 8 6 5 2 13 8 4 7 11 2 0 9 4 8 split_gain=0.214445 1.5343 4.10425 3.38512 2.39381 3.20115 3.00171 2.5806 2.22559 3.24103 2.1994 2.1511 2.07451 2.86815 1.8294 1.65826 1.58942 1.46912 1.42952 2.4572 1.50396 1.38603 1.34769 2.94972 3.17321 3.85771 3.34059 2.4641 2.52023 2.36293 threshold=1.7100000000000002 2.5000000000000004 1.7200000000000006 7.5000000000000009 0.90000000000000013 0.33333333333333326 1.1666666666666672 2.3250000000000006 2.0050000000000012 1.9250000000000003 1.7000000000000004 0.50000000000000022 2.9000000000000008 3.3000000000000003 3.3000000000000007 1.9000000000000001 5.7000000000000002 2.9000000000000004 1.7350000000000003 1.1000000000000003 2.9000000000000008 5.1000000000000005 1.6600000000000006 1.7000000000000004 0.33333333333333326 1.5000000000000002 475.00000000000006 7.1000000000000005 1.6850000000000005 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=22 2 11 17 12 7 -7 -6 9 16 15 -2 13 -4 -14 -10 -5 18 20 -20 -3 -11 -1 24 25 26 -24 28 -26 -25 right_child=1 3 4 8 5 6 -8 -9 10 21 -12 -13 14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 29 27 -27 -28 -29 -30 -31 leaf_value=-1.3494046301132741e-05 -0.0073896142979483163 0.0026996178700787804 -0.0092913689741675552 -0.0063635171721223797 -0.0051230256716352229 -0.00082524678966871385 0.0099580791628107613 0.0047979919817214929 0.015041372818349746 0.013785542400033676 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7.7424040362238875 46.485804460942745 13.876692816615103 leaf_count=19561 41 845 48 21 830 490 83 92 30 26 21 22 278 414 1014 21 21 24 60 592 1517 25 93 206 116 230 92 26 137 41 internal_value=-1.06578e-06 -0.000269606 -0.00108519 0.00055306 -0.000812059 -0.00233566 0.000751375 -0.00426313 0.00810685 0.0136882 0.00103517 -0.0141709 0.000584725 0.00367413 -0.000559525 0.00688511 0.00382177 0.000159417 0.000263078 -0.00190759 0.000876523 0.0241117 7.96071e-05 0.00198128 0.00374528 0.00661786 0.0010754 -0.000529367 -0.00199309 -0.00272545 internal_weight=8908.87 2058.07 1033.48 1024.59 1012.35 484.195 186.114 298.081 50.7487 28.363 22.3857 21.1304 528.156 142.747 385.408 16.1395 14.5709 973.84 966.193 212.889 753.304 13.7922 6850.8 319.745 232.578 139.102 62.3568 93.4765 85.7341 87.1668 internal_count=27017 6515 3312 3203 3249 1495 573 922 165 93 72 63 1754 462 1292 51 42 3038 3014 652 2362 51 20502 941 694 415 185 279 253 247 is_linear=0 shrinkage=0.03 Tree=1483 num_leaves=31 num_cat=0 split_feature=8 4 0 9 5 2 3 4 11 3 6 4 5 7 8 11 10 11 13 4 2 11 2 9 9 5 4 4 5 13 split_gain=0.229797 1.19465 1.31628 2.15822 3.97243 3.48216 3.29611 2.13453 2.49159 3.43753 2.4711 2.31986 2.53346 1.80686 4.70403 2.25165 0.854567 0.857566 0.663542 4.19195 2.5939 3.49307 2.52187 2.51397 1.7103 0.921254 2.275 4.29169 1.92118 2.38853 threshold=6.3000000000000016 0.97000000000000031 475.00000000000006 4.3000000000000016 1.7250000000000003 0.90000000000000013 1.9000000000000001 1.5850000000000006 0.83333333333333337 0.90000000000000013 1.7000000000000004 1.5650000000000008 1.5350000000000008 2.1000000000000005 7.3000000000000016 0.50000000000000022 2.8333333333333344 1.0000000180025095e-35 1.5000000000000002 1.3850000000000007 0.50000000000000011 1.0000000180025095e-35 0.70000000000000007 5.3000000000000016 4.9000000000000012 2.2750000000000008 0.9650000000000003 1.0450000000000006 2.225000000000001 3.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 -2 3 4 5 -3 -6 11 10 -10 -9 12 -4 15 -15 -5 18 -18 19 20 23 -22 -21 -1 -24 28 -27 -28 -20 -30 right_child=1 2 7 13 6 -7 -8 8 9 -11 -12 -13 -14 14 -16 -17 17 -19 25 22 21 -23 24 -25 -26 26 27 -29 29 -31 leaf_value=-0.0032175503946795542 -0.01242378831990054 0.0085266262612996978 -0.00058281812860667081 -0.0016587425511260794 0.03428099959693956 -0.0027754997946142488 0.0044278399447369634 -0.00069242832484409642 0.024708732679307 0.0021936205676991553 -0.0081825327246137242 0.018057830624458929 0.0069841147867016704 -0.0035323890367266798 0.022880618734784117 -0.0070641402096965605 -0.00083812745175925948 0.016351154612073499 -6.0573862479215358e-06 0.021483942005271338 -0.0056983219232075062 0.0035766390101989553 0.0066686013036629964 -0.026141049597784238 0.0011527347437831359 -0.014885973760114782 0.017361558428568822 -0.0024682904604704319 0.0020849000128045675 0.017683032488077892 leaf_weight=9.8150428831577319 7.3950480520725241 32.575871258974075 94.131341218948364 215.95553874596953 5.7552372366189939 99.384508639574051 7.8945174887776375 256.44880009628832 6.5949808210134497 81.80373077839613 46.890517227351665 9.2554877102375013 69.019388884305954 20.062307722866539 8.7000086754560453 102.16931344568729 4.7575446888804418 5.7925043366849422 5724.4180200845003 7.185440093278884 72.879676505923271 73.300777792930603 85.602604538202286 7.6706491485238066 123.70320581272244 11.764967419207094 10.469242304563521 159.06144053861499 33.752007499337196 11.968478895723818 leaf_count=35 34 112 346 855 20 420 28 1269 34 350 210 33 249 83 43 421 22 22 20072 25 265 250 321 31 473 61 45 723 125 40 internal_value=9.06467e-08 -0.000407886 -0.000323791 -0.00145704 0.00160821 1.45543e-05 0.017015 0.000665532 -0.000558679 0.00387336 -0.00185026 0.00344716 0.0026183 -0.00274371 0.004457 -0.00339475 6.85379e-05 0.00859965 5.43229e-05 0.00126947 -0.0023537 -0.00104748 0.00400856 -0.0132737 0.00340863 -2.32964e-05 -0.00212901 -0.00124371 4.28644e-05 0.0061681 internal_weight=7406.18 1064.04 1056.64 492.497 145.61 131.96 13.6498 564.144 391.738 88.3987 303.339 172.406 163.151 346.887 28.7623 318.125 6342.14 10.55 6331.59 380.157 163.666 146.18 216.491 17.4857 209.306 5951.43 181.296 169.531 5770.14 45.7205 internal_count=27017 4507 4473 1982 580 532 48 2491 1863 384 1479 628 595 1402 126 1276 22510 44 22466 1400 581 515 819 66 794 21066 829 768 20237 165 is_linear=0 shrinkage=0.03 Tree=1484 num_leaves=31 num_cat=0 split_feature=4 2 4 5 7 13 9 4 11 9 8 4 4 0 11 9 10 6 5 13 5 7 9 8 2 9 3 6 12 3 split_gain=0.237893 1.73924 2.74926 1.59376 1.32107 1.60205 1.61999 3.50118 4.3203 2.33666 2.15125 2.02251 1.411 1.38569 4.34224 2.49427 1.92099 1.86355 1.63504 1.56466 1.10683 2.57374 1.11117 3.43167 3.14871 1.31724 4.36012 1.23056 0.472957 0.00264633 threshold=1.3150000000000006 0.3000000000000001 1.3950000000000007 1.3650000000000007 1.0000000180025095e-35 1.5000000000000002 5.7000000000000002 1.0450000000000006 1.1666666666666672 6.1000000000000005 5.3000000000000016 0.92500000000000027 1.1650000000000007 525.00000000000011 1.1666666666666672 2.5000000000000004 0.50000000000000022 3.3000000000000003 2.225000000000001 5.5000000000000009 0.7150000000000003 2.3000000000000003 2.3000000000000003 3.7000000000000006 1.9000000000000001 3.1000000000000005 1.3 0.70000000000000007 1.9000000000000001 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 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 -1 6 7 11 -9 12 -11 -6 -8 17 15 -15 -16 18 -7 -19 21 28 23 -22 -25 26 -24 -27 -3 -30 right_child=1 20 3 -5 5 13 9 8 -10 10 -12 -13 -14 14 16 -17 -18 19 -20 -21 22 -23 25 24 -26 27 -28 -29 29 -31 leaf_value=-0.010694499849136743 0.021808708252163973 -0.0094141830394935972 -0.012235622962276116 0.0085379124977250261 0.00092434226499546945 0.00034331682198108517 0.02652242348028026 0.0068411806326816272 -0.016852161086868683 0.0068002670820129967 -0.009773450597771606 -0.014767135103465799 0.0076911298038617312 0.0092538031973908343 0.0065843885754553614 -0.0022289672177642707 -0.0048435158951922871 -0.01823270138610205 -0.0038988445712300171 0.0012008064038157116 -0.020570155785450784 0.012121649102842344 0.0011248179139716652 0.013204623254307822 -0.010055875224134958 -0.0012242924689238946 -0.0078520683185442589 0.00038558290748852674 -0.022065338051563209 -0.023403520011420566 leaf_weight=10.745573610067366 8.5895543843507784 4.395300477743147 5.5523441880941382 8.2815811708569509 12.948359325528147 2089.5281904004514 7.3301094919443113 62.009986504912376 7.7972645908594123 33.478307262063026 8.9281389713287336 17.230004727840424 7.0015426576137543 17.39130861312151 81.211341708898544 808.77722182124853 15.816653475165365 9.1189768314361555 85.101006105542183 6.3080729544162741 4.0965482145547858 3.9101253207772961 129.59475692734122 26.199373502284288 6.5463728774338952 483.03734951838851 78.00676709972322 3705.2114970693365 2.7681800853461027 2.5600000219419599 leaf_count=34 26 28 19 25 39 6452 21 195 25 99 26 52 21 63 249 2597 52 30 268 20 17 23 600 116 47 2313 345 13169 26 20 internal_value=1.1386e-06 0.000143558 0.00847764 0.000200307 -0.000192854 -0.000158344 0.00280121 0.000503589 0.0041947 0.00685015 0.00331088 -0.00803453 0.0173226 -0.000307331 -0.00128216 -0.00198725 0.00472151 0.000103598 0.000177306 -0.0102864 0.000101528 -0.00843319 0.000127778 0.00531608 0.0085545 8.42939e-05 -0.00224827 0.000199913 -0.016699 -0.0227083 internal_weight=7749.47 4468.75 22.4235 13.8339 3280.72 3269.98 156.724 99.9856 69.8073 56.7381 42.4064 30.1784 14.3317 3113.25 923.197 826.169 97.028 2190.06 2174.63 15.427 4446.33 13.6336 4432.69 36.8423 32.7457 4395.85 207.602 4188.25 9.72348 5.32818 internal_count=27017 16774 70 44 10243 10209 478 311 220 167 125 91 42 9731 2961 2660 301 6770 6720 50 16704 97 16607 180 163 16427 945 15482 74 46 is_linear=0 shrinkage=0.03 Tree=1485 num_leaves=21 num_cat=0 split_feature=4 4 4 4 8 2 7 11 9 5 5 7 0 4 4 13 13 4 9 4 split_gain=0.214154 0.559423 0.255101 1.6348 2.0273 1.31715 2.00827 1.65444 1.41214 1.14424 1.28332 1.18236 0.942503 0.663988 2.03574 1.32115 0.886532 0.392941 3.97535 2.01415 threshold=2.975000000000001 3.0750000000000006 2.5350000000000006 2.5050000000000012 7.3000000000000016 2.9000000000000004 1.1000000000000003 1.0000000180025095e-35 6.1000000000000005 1.2650000000000006 1.9000000000000004 1.9000000000000001 475.00000000000006 2.3550000000000009 2.3750000000000009 2.5000000000000004 2.3000000000000007 2.265000000000001 4.7000000000000002 2.2550000000000012 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 3 13 -5 6 7 -4 12 -7 11 -11 -8 17 16 -16 -15 19 -19 -1 right_child=1 -3 5 4 -6 9 8 -9 -10 10 -12 -13 -14 14 15 -17 -18 18 -20 -21 leaf_value=-1.2449448742261395e-05 -0.0099922482197924919 0.0022463591640774355 -0.017657078686756835 -0.00045888979398988835 -0.021137937257425483 -0.005559320313430368 0.0084902372025474054 0.000778859381934867 0.015880318023895664 0.023315525399483557 0.0016887411077844642 0.0032250685229836969 -0.0037173078953799295 0.0063166849869180077 0.003996636099558068 -0.0046395026517997151 0.020887863536588072 0.0072628191747037517 -0.0066374531253271338 0.01366202613808612 leaf_weight=8626.8362845489755 6.6261202916502935 6.8222926184535027 9.6032445132732409 10.128924123942854 7.3723307996988288 5.0679234564304378 8.391458600759508 8.0559100732207281 6.4563913568854323 8.0566124171018618 8.8756555765867216 3.9187727719545355 17.694478891789913 8.7908392325043661 38.408164292573929 27.255633249878883 6.5638360455632201 27.606552429497242 56.239657692611217 9.7051254361867887 leaf_count=25931 24 27 33 36 24 32 32 28 24 50 37 21 78 37 140 107 34 108 178 36 internal_value=-8.16431e-07 -0.00378368 4.90289e-06 -1.00232e-05 -0.00916985 0.00173416 -0.00110139 -0.00924681 0.00331873 0.00722625 0.0103338 0.0167412 0.000209678 8.19073e-06 0.00271153 0.00041196 0.0125456 -1.69252e-05 -0.00206076 2.91695e-06 internal_weight=8908.48 13.4484 8895.03 8818.91 17.5013 76.1204 50.2015 17.6592 32.5423 25.919 20.851 11.9754 26.0859 8801.41 81.0185 65.6638 15.3547 8720.39 83.8462 8636.54 internal_count=27017 51 26966 26631 60 335 195 61 134 140 108 71 110 26571 318 247 71 26253 286 25967 is_linear=0 shrinkage=0.03 Tree=1486 num_leaves=31 num_cat=0 split_feature=2 5 9 5 7 9 4 9 12 5 12 11 6 9 8 9 2 6 10 4 12 10 5 5 5 3 6 0 4 5 split_gain=0.227988 1.49022 1.761 1.70339 2.13802 1.26159 2.5245 2.56007 1.99096 1.86805 2.35414 1.15991 0.293978 1.80924 2.24643 1.79954 1.26144 2.79375 2.68134 2.49197 2.20651 3.03586 2.90889 1.03091 1.97687 2.38175 1.77587 1.24654 3.90442 1.29093 threshold=0.3000000000000001 1.1150000000000009 4.5000000000000009 1.9750000000000003 1.1000000000000003 5.7000000000000002 1.1350000000000007 4.7000000000000002 1.3000000000000003 1.4050000000000009 1.5000000000000002 0.33333333333333326 1.3 9.7000000000000011 5.1000000000000005 9.9000000000000021 1.5000000000000002 1.1000000000000003 0.83333333333333337 1.3250000000000008 2.1000000000000005 0.50000000000000022 1.0650000000000006 0.74500000000000033 0.67500000000000016 0.50000000000000011 1.7000000000000004 875.00000000000011 1.7400000000000007 1.6850000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 -5 6 7 -3 -8 -7 -11 -1 15 23 -15 16 20 18 -18 -19 22 -22 -2 24 26 -26 -14 29 -29 -25 right_child=12 3 -4 4 -6 9 8 -9 -10 10 -12 -13 13 14 -16 -17 17 19 -20 -21 21 -23 -24 27 25 -27 -28 28 -30 -31 leaf_value=0.0048570031084204648 0.0026050818001190404 -0.0039808389361326996 -0.020626534422211022 -0.01979664594983048 0.0075263713119906898 -0.012333172141323538 0.025188412178665343 0.011266373044189542 0.0077019342818793425 0.014604672795692884 -0.0038835443393565854 -0.011615608771640872 -0.012116627818527766 -0.0014898982500584994 -0.025524381016483039 0.012743584122790082 0.0010939863608685604 0.003680482445032851 -0.0024840245922839593 -0.0039615820662402771 0.00049545938092553131 0.0038009790263648625 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0.00153084 0.0132212 -0.000879179 0.00324562 -0.00106534 -2.29847e-05 -0.000203458 -0.010661 0.000178749 0.000141186 -0.000572885 0.000211213 -0.00295042 0.000605897 0.00137768 -0.000635653 -0.000162864 -0.00527158 -0.013094 0.00118589 -0.000115331 -0.00522306 -5.73111e-05 internal_weight=7405.78 138.594 22.2149 116.379 10.7262 105.653 70.0678 42.9389 27.1289 35.5854 26.1634 16.7075 7267.18 3835.72 14.8319 3431.47 3421.24 1348.75 1014.26 334.497 2072.48 1278.03 794.456 3820.88 35.2224 15.9279 19.2946 3785.66 42.5195 3743.14 internal_count=27017 485 83 402 54 348 227 141 86 121 89 61 26532 13691 63 12841 12804 5536 4215 1321 7268 4469 2799 13628 143 66 77 13485 212 13273 is_linear=0 shrinkage=0.03 Tree=1487 num_leaves=11 num_cat=0 split_feature=5 5 11 0 5 10 5 10 5 5 split_gain=0.238069 0.325218 1.59383 1.72831 0.558751 1.24146 0.396976 1.4431 1.03544 0.470742 threshold=3.2350000000000008 2.9150000000000005 -0.83333333333333315 475.00000000000006 2.8350000000000004 -1.0000000180025095e-35 2.7550000000000012 1.0000000180025095e-35 2.725000000000001 2.7050000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 6 -6 8 -8 9 -1 right_child=-2 2 3 -5 5 -7 7 -9 -10 -11 leaf_value=9.8299921617933118e-08 -0.005978476977329502 -0.010565829149765874 0.020095056374586969 -0.0030097374455184418 -0.016666246513350788 0.0030257199417697807 0.014061217112287538 -0.0041482547951031921 -0.011637044803003649 0.0078569209956153088 leaf_weight=7685.5530630019493 5.9881460964679709 4.7073250561952618 6.7125973999500257 5.1488050371408463 5.6379131972789764 5.8931195884942991 7.6815002448856813 7.9923074245452881 6.8792078271508208 6.8694146871566764 leaf_count=26782 21 16 29 21 19 25 30 26 23 25 internal_value=9.36393e-07 5.5606e-06 0.00420411 0.0100657 -3.44276e-06 -0.00660235 6.42016e-06 0.00477594 -3.28935e-06 7.11453e-06 internal_weight=7749.06 7743.08 16.5687 11.8614 7726.51 11.531 7714.98 15.6738 7699.3 7692.42 internal_count=27017 26996 66 50 26930 44 26886 56 26830 26807 is_linear=0 shrinkage=0.03 Tree=1488 num_leaves=31 num_cat=0 split_feature=4 4 11 8 2 12 13 13 7 6 0 0 6 9 3 13 10 4 5 11 9 5 4 12 5 13 9 5 13 5 split_gain=0.218235 1.89406 3.57122 3.65692 5.19881 3.46291 4.1038 3.63928 3.27148 2.01652 2.69228 2.74115 2.48974 2.75441 1.45331 1.1941 1.32838 1.07547 2.55044 2.16077 2.05757 1.89527 1.30702 2.58659 3.79555 3.02927 1.78952 0.986228 0.926072 1.89873 threshold=1.8200000000000003 1.8850000000000005 1.8333333333333337 5.5000000000000009 2.3000000000000003 3.7000000000000006 1.7000000000000004 1.9000000000000001 2.1000000000000005 2.3000000000000003 525.00000000000011 475.00000000000006 2.1000000000000005 4.1000000000000005 1.1000000000000003 4.5000000000000009 0.50000000000000022 1.7750000000000004 0.9650000000000003 -1.4999999999999996 2.7000000000000006 1.3450000000000006 1.7400000000000007 4.5000000000000009 1.6600000000000006 3.3000000000000007 6.3000000000000016 1.5850000000000006 1.7000000000000004 0.95000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 3 5 8 6 -2 -7 -5 12 11 -11 15 -14 -15 16 -3 22 -19 -20 -21 -22 28 24 25 -24 -26 -6 29 -1 right_child=1 9 -4 4 27 7 -8 -9 -10 10 -12 -13 13 14 -16 -17 -18 18 19 20 21 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_value=0.0069146830015254495 0.0082301775592869136 -0.00047950970640236952 0.018019212277601806 0.0011198799560616303 -0.022476913461881461 -0.015420936884171959 -0.011632037246676307 0.0074096647790444052 0.018999198245179115 0.012616902597808316 0.022551247540393206 -0.0089669735486193648 0.0084014790545918431 -0.0030893938877914031 -0.019534542084515275 -0.011549428572058942 0.0016763596762437085 0.017093131926950972 0.016140741373595446 -0.014510581307929146 0.0055188126948185765 -0.00049686374371044246 0.0021073900760195489 0.011800331555010455 -0.0064671599930819675 -0.0091859690400322973 -0.018799289549657726 -0.0074276936545234727 0.00017219265818031602 -0.0013481212824086272 leaf_weight=26.07572315633297 10.472840569913386 735.73788434639573 7.3265698552131644 99.077651187777519 8.6106272488832456 8.4005539268255216 88.273301735520363 24.938117351382971 10.154529690742491 11.073224589228634 8.181746192276476 10.149417296051979 6.4187722504138973 7.3040805160999325 14.31547002494335 7.7399819791316977 395.50574320182204 9.6982128173112851 8.6195594817399961 7.5977733880281439 68.314668625593185 152.03358086943626 89.105177357792854 10.599133983254431 30.926291540265083 28.12317568063736 16.105130344629288 7.1931137070059767 6376.1064699599519 623.80854370072484 leaf_count=77 32 2426 22 298 28 25 255 80 34 34 27 32 19 22 44 25 1315 34 28 22 207 452 257 36 89 80 54 22 18940 2001 internal_value=-6.24068e-07 -0.000335884 -0.00263354 -0.00322203 0.000455185 -0.00670301 -0.00952549 0.0016569 0.00278199 0.000171969 0.00793109 0.00229473 -2.35301e-05 -0.00885517 -0.0139786 0.000193878 0.000274226 6.51427e-05 0.00201461 0.00139646 0.000838917 0.00136818 -1.52784e-06 -0.00256353 -0.00349038 -0.000601896 -0.0106901 -0.0156272 6.22339e-05 -0.00101659 internal_weight=8907.99 1460.87 264.447 257.121 125.036 132.085 98.7461 33.3387 109.232 1196.43 29.4044 21.2226 1167.02 28.0383 21.6196 1138.98 1131.24 7447.11 246.264 236.566 227.946 220.348 7200.85 174.859 164.26 117.228 47.0314 15.8037 7025.99 649.884 internal_count=27017 4740 796 774 382 392 287 105 332 3944 93 66 3851 85 66 3766 3741 22277 743 709 681 659 21534 516 480 337 143 50 21018 2078 is_linear=0 shrinkage=0.03 Tree=1489 num_leaves=29 num_cat=0 split_feature=2 10 0 8 6 5 9 5 0 7 0 5 6 9 8 9 9 8 10 5 8 5 5 9 5 4 5 11 split_gain=0.218795 1.48487 1.86748 3.02732 1.70025 2.41282 1.75578 1.51012 1.48198 1.37506 1.09765 0.642424 0.281504 1.74984 2.20253 1.72718 1.2462 2.94375 6.31589 2.0664 1.2699 2.17855 2.01495 1.00472 1.02358 2.97456 2.62538 0.788793 threshold=0.3000000000000001 0.33333333333333326 575.00000000000011 3.5000000000000004 1.1000000000000003 1.7250000000000003 5.3000000000000016 1.5250000000000006 350.00000000000006 1.1000000000000003 475.00000000000006 1.4450000000000007 1.3 9.7000000000000011 5.1000000000000005 9.7000000000000011 8.5000000000000018 6.3000000000000016 -1.0000000180025095e-35 2.3950000000000009 6.5000000000000009 2.0650000000000008 0.81000000000000016 9.3000000000000025 1.6850000000000005 0.99000000000000021 1.5850000000000006 -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 2 3 10 6 -6 -5 -4 -3 -10 -1 -11 15 23 -15 16 20 19 -19 -18 22 -22 -2 24 26 -26 -14 -17 right_child=12 8 7 4 5 -7 -8 -9 9 11 -12 -13 13 14 -16 27 17 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 leaf_value=-0.002048485293077731 0.0061853567590380134 -0.0020365759334305929 -0.019073479089737024 0.0034514510717075955 0.009278663968611961 -0.0059682114361924591 -0.015406270171284396 -0.00044847665053430888 0.023914930212694946 0.013447062590102815 -0.017181128858134095 -0.00019733728462689411 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228 10205 34 345 3520 1153 22 internal_value=-9.0177e-08 0.00118078 -0.00040126 0.00119229 0.00374239 0.0062426 -0.00420625 -0.00998793 0.00727678 0.0122926 -0.0101333 0.00655475 -2.26084e-05 -0.000199231 -0.0105161 0.00017479 0.000134192 -0.00498342 0.00711967 -0.010159 0.000198291 -0.00121991 0.000436944 -0.000159429 -0.000182331 -0.000991443 0.000116349 0.0113329 internal_weight=7405.29 138.57 110.018 94.3368 76.9995 58.575 18.4245 15.6812 28.552 18.5576 17.3374 12.424 7266.72 3835.18 14.7391 3431.54 3419.1 42.2951 12.6688 29.6262 3376.8 486.394 2890.41 3820.44 3811.99 1027.78 2784.21 12.44 internal_count=27017 485 390 329 263 199 64 61 95 61 66 41 26532 13691 63 12841 12795 162 51 111 12633 2214 10419 13628 13594 3865 9729 46 is_linear=0 shrinkage=0.03 Tree=1490 num_leaves=31 num_cat=0 split_feature=0 5 7 5 4 8 7 6 9 9 9 10 6 5 13 5 4 9 13 9 9 3 4 11 4 8 2 4 7 7 split_gain=0.234525 1.11332 2.22834 3.10444 6.57944 4.45301 2.74999 3.38657 2.47889 3.70364 2.8531 2.14024 2.44011 2.09784 1.33112 3.30085 3.53332 2.63645 2.53568 4.26302 2.42745 2.32059 1.41249 2.31971 1.9845 1.3598 0.880755 1.15936 2.29585 3.48231 threshold=575.00000000000011 1.2250000000000008 1.9000000000000001 0.89000000000000024 1.0650000000000006 4.7000000000000002 2.5000000000000004 2.1000000000000005 3.5000000000000004 4.3000000000000016 2.7000000000000006 -0.49999999999999994 1.7000000000000004 0.8650000000000001 3.7000000000000006 1.2950000000000006 1.2150000000000005 3.9000000000000004 3.5000000000000004 6.9000000000000012 5.9000000000000012 0.90000000000000013 2.1950000000000007 -0.66666666666666619 2.1650000000000009 4.7000000000000002 3.3000000000000003 2.475000000000001 1.9000000000000001 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 2 3 4 -2 -6 7 13 10 -10 -5 -8 -13 -4 18 25 20 -18 22 21 -17 -20 24 -24 -3 -16 27 -1 29 -29 right_child=1 14 6 8 5 -7 11 -9 9 -11 -12 12 -14 -15 15 16 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-8.0313635638042271e-05 0.038283697137830835 0.0010589162368963142 -0.0073173986041683448 0.0022444875210708664 0.016591599987760251 -0.01194414045550252 -0.023721925593060467 -0.013143609315642599 0.0045137816849585809 -0.0062305428531578113 -0.016503822851693085 -0.013267416977657986 0.015657784388724044 0.012753858804007317 0.022035912926427183 -0.017487272122627615 0.016026753823967965 -0.002064361720589227 -0.010996064796706154 0.030822693478629235 -0.0015021852719712945 0.007808629790288118 -0.013081302720468478 -6.9676808367226647e-05 0.017331123395787532 0.0019724021106165592 -0.007099753213195505 0.0039842676122875658 -0.015430337719486847 0.033380101422063234 leaf_weight=6450.674997491762 4.8222675770521191 766.40075716748834 5.3836272526532403 10.048336409032343 8.146628752350809 12.433115906082092 4.979178585112094 6.4909875392913809 43.895836872979999 84.37736410042271 26.760172272101045 5.6632811315357667 4.8923109471797943 36.203375529497862 6.4539201110601407 22.654007688164711 8.2449940331280214 60.06875929236412 7.2049167007207862 6.3821308985352507 13.732960283756254 32.766206232830882 16.604345353320241 47.919419414363801 6.8051789775490752 5.7478211969137192 16.008940806612372 18.607484150677926 3.8064050897955886 4.5050368607044211 leaf_count=21586 16 2738 39 54 36 84 30 24 217 402 150 35 20 194 21 70 34 218 26 20 40 113 145 366 40 25 125 95 31 23 internal_value=8.0361e-07 0.000376216 -0.00139719 -0.00302071 0.00674265 -0.000648078 0.0034643 0.00700994 -0.00452305 -0.00255377 -0.0113857 -0.00750897 0.000138849 0.0101555 0.000826389 -0.00218211 -0.00390302 0.00011911 0.0012242 0.00805441 -0.0114543 0.00441903 0.000846276 -0.00341805 0.00120213 0.0125847 -7.1756e-05 -5.43868e-05 0.00615855 0.00971403 internal_weight=7748.68 1255.08 254.096 190.484 25.402 20.5797 63.6128 48.078 165.082 128.273 36.8085 15.5348 10.5556 41.587 1000.99 116.902 104.701 68.3138 884.083 46.3533 36.387 39.9711 837.73 64.5238 773.206 12.2017 6493.6 6477.59 26.9189 23.1125 internal_count=27017 5157 1301 959 136 120 342 257 823 619 204 85 55 233 3856 408 362 252 3448 159 110 139 3289 511 2778 46 21860 21735 149 118 is_linear=0 shrinkage=0.03 Tree=1491 num_leaves=31 num_cat=0 split_feature=5 5 13 0 13 8 2 8 7 3 10 7 4 11 9 5 6 6 10 8 10 12 3 7 5 6 4 5 4 10 split_gain=0.212962 1.69846 3.66905 1.93182 1.76211 4.27314 1.88882 1.41943 3.95166 1.31386 2.84993 2.7916 1.99642 1.45615 3.54799 4.12579 3.90061 2.06035 3.50609 2.41684 1.23329 1.16617 2.07471 2.22464 3.38148 3.63697 3.62468 3.30169 6.21624 2.04949 threshold=1.2550000000000006 1.2050000000000007 4.3000000000000016 725.00000000000011 1.5000000000000002 4.1000000000000005 0.70000000000000007 5.9000000000000012 1.3 1.7000000000000004 1.1666666666666672 0.90000000000000013 0.98000000000000043 -0.83333333333333315 3.5000000000000004 0.92500000000000027 1.5000000000000002 1.3 -0.33333333333333309 7.7000000000000002 0.33333333333333326 2.1000000000000005 1.7000000000000004 2.1000000000000005 1.3250000000000008 1.7000000000000004 1.1250000000000007 1.3050000000000006 1.1750000000000005 -1.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 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 -6 -5 -9 13 11 -11 -13 14 15 -1 -16 18 -15 -19 -4 22 23 27 26 -26 -25 28 -2 -29 right_child=21 2 20 7 6 -7 -8 8 -10 10 -12 12 -14 17 16 -17 -18 19 -20 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31 leaf_value=-0.005984844695447967 -0.0019162851657727126 -0.014798173608275155 0.0044351430621732101 0.016671253379879764 0.0013361069938750334 0.013170163367937221 -0.0043079965553943162 0.015700714578772305 -0.021835028307533342 0.020677876137190153 -0.01176171100172377 -0.011748580817407095 0.0058322381500836894 -0.0028928388705007821 -0.00065163584312219523 0.0079769653517119295 -0.0084892263819689052 0.0015047735009454809 0.0009793107804242588 -0.0098406442271610529 0.019136985647495934 -0.00011226991537851145 -0.011942848161427315 0.0042594319739490743 0.0041108222636717616 -0.007133500834858148 -0.01763948974890673 -0.0061783268734501295 0.010850051553268404 0.0011138268468148362 leaf_weight=28.448745898902416 57.33240233361721 6.9400237202644375 13.125491470098497 7.8719837367534664 63.711539044976234 16.862034723162651 328.54867472499609 5.9445388019084913 4.3871964737772942 10.289816245436667 8.883954316377638 6.6702177673578253 45.24544021487236 379.27791550755501 145.15790119767189 57.650240376591682 94.259614124894142 916.91727331280708 472.81468185782433 17.215833365917206 8.4356921315193159 4990.8682329719886 11.215427204966543 9.7358179390430433 70.491804182529449 40.915992110967636 22.577466815710068 36.011083245277405 85.548024863004684 943.92651833593845 leaf_count=84 165 20 38 30 186 49 933 27 23 32 27 21 133 1143 430 168 269 2598 1418 52 25 15599 42 27 194 118 62 104 238 2762 internal_value=-4.02515e-07 -0.000226499 -0.00189208 -0.00249181 -0.00291035 0.00501537 -0.00339127 0.00707409 -0.000238203 0.000121315 0.00413279 0.00640278 0.00357342 -1.37271e-05 -0.0018591 0.00336372 -0.00373733 0.000322569 -0.000744235 0.00129568 0.0101872 9.47685e-05 0.000903454 0.00101721 -0.00249707 -1.88047e-05 -0.0110415 0.00146704 0.00572741 0.000845852 internal_weight=8907.28 2638.66 455.827 434.266 416.062 23.8021 392.26 18.2037 10.3317 2182.83 71.0894 62.2055 51.9157 2111.74 325.517 86.099 239.418 1786.23 852.093 934.133 21.5612 6268.62 1277.75 1266.54 143.721 111.408 32.3133 1122.82 142.88 979.938 internal_count=27017 7706 1331 1268 1188 69 1119 80 50 6375 213 186 154 6162 951 252 699 5211 2561 2650 63 19311 3712 3670 401 312 89 3269 403 2866 is_linear=0 shrinkage=0.03 Tree=1492 num_leaves=31 num_cat=0 split_feature=4 10 6 6 4 3 11 6 0 3 8 4 4 4 13 4 8 4 4 10 7 13 4 8 5 11 13 6 7 4 split_gain=0.219934 2.12836 2.4416 2.43697 3.36729 1.96337 1.87406 1.81935 1.72786 2.18627 1.68405 2.51388 1.49894 1.18554 1.08497 3.25649 0.551139 0.874636 0.778245 3.50243 3.81896 3.44759 2.58003 2.70352 2.21695 2.19955 1.56634 3.52091 1.52046 1.01246 threshold=0.80000000000000038 1.0000000180025095e-35 0.70000000000000007 1.3 0.78500000000000036 1.1000000000000003 0.83333333333333337 2.3000000000000003 350.00000000000006 1.3 3.3000000000000003 0.75500000000000023 0.61500000000000021 0.75500000000000023 2.5000000000000004 0.73500000000000032 1.7000000000000004 1.0150000000000006 0.91000000000000036 -1.0000000180025095e-35 1.9000000000000001 2.9000000000000008 0.93000000000000027 4.9000000000000012 1.3850000000000005 1.0000000180025095e-35 3.3000000000000007 1.9000000000000001 1.7000000000000004 0.94500000000000017 decision_type=2 2 2 2 2 2 2 2 2 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 8 7 -6 10 -5 9 -4 11 12 -3 -10 -12 -16 17 -2 19 26 21 -21 23 24 -20 -22 28 -28 -18 -24 right_child=16 6 3 4 5 -7 -8 -9 13 -11 14 -13 -14 -15 15 -17 18 -19 22 20 25 -23 29 -25 -26 -27 27 -29 -30 -31 leaf_value=0.014326623238091134 0.014228045998874683 0.0023230733905747741 -0.01267294661046227 0.00030920111396659722 0.027057334146603801 0.0041363282104351431 0.016954593367251105 -0.011770294872372244 -0.010107629550604338 0.013525663473902095 -0.013779841073562261 -0.0058888081938129862 0.020259840328976677 -0.026484240265933736 -0.013776753198457318 0.017097881869667587 0.0011556947103377763 -0.0002167015584997606 0.015020532858841758 -0.0034256572704978281 -0.0029151410997566543 -0.014699435883556084 -0.0053008337189468652 -0.0093924798674086662 0.0027730787353783329 0.015437846256441387 0.020943108698616264 0.00068820680287542382 -0.012408858558818008 -7.9334404892069436e-06 leaf_weight=8.2386429235339147 6.30987225472927 6.4032203331589761 6.4887366816401499 42.353518836200237 5.7132292240858069 8.1775375753641111 10.94616939127445 15.26673763990402 10.917798824608328 5.1357288807630539 6.4127435535192516 8.1869262754917127 12.148555994033812 6.2592537552118293 6.2382108420133573 6.0626941323280334 74.27359452098608 9.3824551999568921 25.554411634802818 66.552116528153419 12.375495910644533 38.556189343333244 32.680691532790661 8.698819160461424 27.74215592443943 11.192277207970617 11.532016992568968 23.390177376568317 8.2647082805633527 6883.369897835888 leaf_count=29 19 24 25 158 18 28 33 56 43 20 23 29 36 23 21 21 263 29 81 231 45 143 118 33 94 35 38 80 30 25191 internal_value=6.95719e-08 0.00108325 -0.00137307 -0.00266248 0.000305009 0.0135637 0.00581097 -0.00289131 -0.0100304 -0.00109831 0.00312728 0.00795819 0.0140689 -0.0160752 -0.0037753 0.0014403 -2.4609e-05 0.00559152 -3.68083e-05 -0.00169473 -0.00511385 -0.00756114 2.16715e-05 0.00611446 0.00864544 0.00580065 0.00205086 0.00737679 -0.000202548 -3.29442e-05 internal_weight=7404.82 164.95 108.551 100.313 71.511 13.8908 56.3985 57.6203 28.8015 11.6245 45.4524 26.7387 18.5518 17.1771 18.7136 12.3009 7239.87 15.6923 7224.18 246.137 128.676 105.108 6978.05 61.9954 53.2966 23.5678 117.46 34.9222 82.5383 6916.05 internal_count=27017 587 400 371 260 46 187 214 111 45 154 89 60 66 65 42 26430 48 26382 865 454 374 25517 208 175 80 411 118 293 25309 is_linear=0 shrinkage=0.03 Tree=1493 num_leaves=11 num_cat=0 split_feature=5 12 0 12 11 12 2 4 8 4 split_gain=0.231491 0.326459 0.774458 0.326124 1.07551 0.482511 1.74854 0.30692 0.841424 0.495425 threshold=3.2350000000000008 6.3000000000000016 525.00000000000011 5.9000000000000012 0.33333333333333326 5.700000000000002 2.7000000000000006 2.7150000000000003 8.5000000000000018 2.6550000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 7 -7 9 -9 -1 right_child=-2 2 -4 4 -6 6 -8 8 -10 -11 leaf_value=-3.4208460665712377e-06 -0.0058968468422102528 -0.002087859597822081 0.013821102747457447 -0.013600644866894017 0.0067023125483653924 0.019742746611196581 -0.004950193968081067 -0.0010872470230554963 -0.021257999623192518 0.0083370837863751598 leaf_weight=7691.6047108788043 5.9860942512750617 6.0579157993197423 5.0494635812938213 5.8683364763855916 3.9147049598395824 4.8006860017776471 5.5817090291529894 10.561563423834739 2.2594801466912022 6.4150209426879874 leaf_count=26652 21 28 22 31 18 16 30 111 42 46 internal_value=3.96266e-07 4.95593e-06 0.00514442 -2.4281e-06 -0.00547637 4.50756e-06 0.0064675 -4.19465e-06 -0.00464198 3.52958e-06 internal_weight=7748.1 7742.11 11.1074 7731.01 9.78304 7721.22 10.3824 7710.84 12.821 7698.02 internal_count=27017 26996 50 26946 49 26897 46 26851 153 26698 is_linear=0 shrinkage=0.03 Tree=1494 num_leaves=31 num_cat=0 split_feature=12 2 6 8 9 11 13 4 2 5 0 7 10 8 8 8 10 2 13 10 11 9 7 7 9 8 7 13 8 12 split_gain=0.216214 1.11277 2.43872 1.10285 1.45489 1.18037 0.991838 0.97662 1.00769 2.91282 3.81276 3.73018 1.38145 1.22735 0.895393 2.55374 3.40986 3.85151 2.42564 2.202 2.75849 4.29132 3.2432 2.48581 4.57708 2.80635 2.01926 1.81783 1.71942 0.53149 threshold=2.5000000000000004 0.50000000000000011 2.5000000000000004 5.7000000000000002 5.5000000000000009 0.50000000000000022 5.9000000000000012 2.3250000000000006 1.7000000000000004 1.3150000000000006 200.00000000000003 1.7000000000000004 -2.4999999999999991 6.9000000000000012 5.7000000000000002 6.9000000000000012 -0.99999999999999978 0.70000000000000007 1.1000000000000003 -0.99999999999999978 1.5000000000000004 6.5000000000000009 1.7000000000000004 2.3000000000000003 6.7000000000000002 3.5000000000000004 1.9000000000000001 4.1000000000000005 7.5000000000000009 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 29 -6 7 8 12 11 -11 -10 -1 -14 19 16 27 -18 28 20 22 -22 -3 25 -25 -21 -20 -16 -17 -2 right_child=1 14 -4 -5 5 -7 -8 -9 9 10 -12 -13 13 -15 15 18 17 -19 26 23 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.011396377404319381 -0.025619320096660674 0.0013598729653383516 0.01688905178673954 0.0023314474137030644 0.0049322308234383428 -0.013828604415870034 -0.010454371458373246 0.010367355955422427 -0.010565914299711489 -0.012443438950038443 0.010849016079586741 0.0024116200307834589 8.6455189536217299e-05 -0.0020637938859360753 -0.0042797159656894476 0.00096164925877631339 0.015011555827156766 -0.00073865733301020338 0.00085941790580253781 -0.0018817785729189384 -0.009558841107815368 0.017392639700003213 0.0066747506273729532 -0.0023456681519296941 -0.024578279747795775 0.00078110163103863885 0.0062959865687279761 -0.018511842937549313 -0.018928736381917739 -0.013104564544032409 leaf_weight=9.6805357336997968 4.7325601279735592 437.36407204717398 4.0718537010252467 7.5937705282121888 6.9345266260206682 5.3444055188447237 8.4029138386249524 7.9504212588071814 54.173558413982391 8.5754037499427778 24.100219190120697 31.538617290556431 3767.7884800583124 255.08337440341711 185.13140529021621 6.9319697469472876 14.234922379255293 760.39814873039722 429.93592979386449 432.54771301802248 34.760379247367382 6.2771913409233084 135.29543486982584 143.99406775832176 8.8459090590476972 2017.7243453301489 71.748284816741943 8.4456072971224767 8.9765850603580457 8.6118230037391168 leaf_count=28 20 1360 18 34 38 30 27 31 162 24 70 100 10843 733 577 24 46 2350 1427 1433 110 23 395 416 28 6293 281 26 29 41 internal_value=-2.6642e-07 0.000138325 -0.00502369 -0.00770982 -0.0106857 -0.00323342 -0.000157901 -0.000137097 -0.000157216 -0.00288525 0.00473613 -0.00579071 -7.71268e-05 -4.98884e-05 0.000179256 -0.000429847 -0.00133921 -0.000449226 0.00127121 0.000460593 0.00207713 -0.00543629 0.00261556 7.94853e-05 -0.00363242 0.000311022 0.00163693 -0.00490065 -0.0102617 -0.0175429 internal_weight=8907.19 4739.9 37.2889 33.2171 25.6233 12.2789 4167.29 4158.89 4150.94 118.388 32.6756 85.7122 4032.55 4022.87 4702.61 1485.8 968.21 774.633 517.593 3216.81 613.697 41.0376 572.66 2603.11 152.84 2450.27 501.684 193.577 15.9086 13.3444 internal_count=27017 14999 181 163 129 68 12018 11991 11960 356 94 262 11604 11576 14818 4760 2999 2396 1761 10058 1888 133 1755 8170 444 7726 1708 603 53 61 is_linear=0 shrinkage=0.03 Tree=1495 num_leaves=27 num_cat=0 split_feature=8 13 4 4 4 9 4 5 5 5 9 4 10 5 5 0 5 13 5 13 3 5 9 5 5 4 split_gain=0.219098 1.68107 2.12574 1.99845 2.91367 1.4428 2.55025 2.32278 6.7159 2.53564 3.88122 2.02883 1.78815 1.41709 0.458606 1.66838 0.632598 1.27872 0.652748 3.75945 3.13246 1.08913 2.26094 0.958255 0.228587 0.153171 threshold=2.5000000000000004 3.7000000000000006 1.2450000000000008 1.0750000000000008 0.87000000000000033 6.7000000000000002 1.0150000000000006 1.5850000000000006 1.5050000000000006 1.6900000000000006 5.1000000000000005 1.195000000000001 0.50000000000000022 1.1550000000000007 0.62500000000000033 475.00000000000006 0.67500000000000016 3.5000000000000004 0.74500000000000033 2.5000000000000004 0.50000000000000011 0.79500000000000004 3.1000000000000005 0.88500000000000023 1.3650000000000007 1.2150000000000005 decision_type=2 2 2 2 2 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 13 7 -7 8 12 25 -11 -8 -1 -3 15 -2 17 -16 19 -18 -21 22 -20 -23 -6 -9 right_child=14 2 -4 -5 24 6 11 9 -10 10 -12 -13 -14 -15 16 -17 18 -19 21 20 -22 23 -24 -25 -26 -27 leaf_value=-0.0065597202051571532 -0.016352136857205237 0.0094010558685938932 0.018346795210717321 -0.010970394360274305 0.011435662362086488 0.018775168584877596 -0.015738185081252579 -0.026264405779345305 0.021823511222627236 0.0080759051132063796 -0.015364395697407329 0.008988226592604464 0.0034500534139475557 -0.011185761258335402 -0.0023468087610091482 0.0034342313038185088 0.012334976311188604 0.017525312086731457 -0.0050249064676770204 0.0037313060063131369 -0.019624076742882399 -0.0025107744001056738 0.0087127822989160175 6.2291071536039683e-05 0.019320404223345519 -0.018863364332343414 leaf_weight=62.093012467026711 6.7477596495300523 4.4619544297456768 7.8152609020471564 9.211645193397997 6.8485492765903455 7.5292616486549404 6.0425341501831991 5.4680100828409177 10.189922556281088 11.265981726348402 14.591614134609697 5.9051322937011719 21.666510231792927 9.2429855316877347 6.1900811493396741 8.886086240410803 8.7334542945027369 5.506917417049408 15.644907627254723 8.2421911284327525 13.858555115759371 132.74414777755737 34.688837252557278 6969.9014518428594 6.403106689453125 4.6628247797489166 leaf_count=238 34 17 30 37 21 30 27 21 36 45 64 24 80 33 27 39 32 18 60 36 60 516 127 25325 20 20 internal_value=6.33675e-08 -0.000996414 0.00415872 0.00109295 0.00521526 -0.00251394 0.00510046 -0.00365529 -0.00117278 -0.010136 -0.00515161 -0.00351716 -0.00397044 -0.00448326 2.67883e-05 -0.00510581 3.794e-05 0.00700894 2.65895e-05 -0.00432897 -0.010914 4.53649e-05 0.00444279 1.4202e-05 0.0152455 -0.022858 internal_weight=7404.54 193.398 43.9835 36.1682 26.9566 149.415 19.4769 129.938 93.9494 35.9884 25.8576 11.9477 83.7595 13.7049 7211.14 15.6338 7195.51 11.697 7183.81 30.8342 22.1007 7152.98 50.3337 7102.65 13.2517 10.1308 internal_count=27017 743 158 128 91 585 81 504 354 150 109 51 318 50 26274 73 26201 45 26156 128 96 26028 187 25841 41 41 is_linear=0 shrinkage=0.03 Tree=1496 num_leaves=31 num_cat=0 split_feature=7 2 8 9 8 0 5 4 11 0 11 5 0 2 5 8 0 12 13 5 6 4 13 11 4 9 13 5 8 2 split_gain=0.226979 1.7576 1.91207 1.82078 2.64969 2.04886 3.22116 2.01898 1.8368 1.41276 0.874733 0.669228 2.68604 1.64466 0.853567 3.27867 3.98386 2.58097 2.60089 2.36372 3.16102 3.16361 2.3461 2.11493 2.06472 0.798515 1.46998 0.740463 0.407412 0.00543057 threshold=2.1000000000000005 0.3000000000000001 8.5000000000000018 3.5000000000000004 3.1000000000000005 350.00000000000006 2.1050000000000009 1.7300000000000004 0.33333333333333326 475.00000000000006 0.33333333333333326 0.67500000000000016 475.00000000000006 1.5000000000000002 0.87000000000000033 4.7000000000000002 575.00000000000011 1.7000000000000004 3.3000000000000007 0.90500000000000014 1.9000000000000001 0.91000000000000036 3.7000000000000006 -0.83333333333333315 1.195000000000001 2.1000000000000005 2.7000000000000006 0.92500000000000027 9.1000000000000014 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 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 3 4 10 7 -7 -5 -6 -2 -3 12 13 -1 15 16 23 24 -19 20 21 -16 -22 -13 -17 26 -21 -27 -4 -14 right_child=1 2 28 5 8 6 -8 -9 -10 -11 -12 14 29 -15 19 17 -18 18 -20 25 22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.0093536782545226294 -0.0020955842269297425 -0.015675365851135915 -0.024214594241275124 -0.0023489549227240672 0.0071441107541602676 0.00073983597480512388 -0.017658833390416958 -0.011938701272857653 -0.00040120620618425384 -0.021487095960465934 -0.00047611951846460713 0.01507902202155894 -0.023740469505478447 -0.011572925868671521 0.015862552781674869 0.0014679718028830747 0.025602196752306114 -0.0015433433719128161 0.017399541748289078 -0.015260799951057493 0.017904200075207145 -0.015173116101483501 -0.0078599639669265729 0.0015953489711344373 -0.017037673907207052 0.0044712852633541451 0.0011129797316855137 6.0111857029235327e-05 -0.0091880869437323247 -0.021883826359653184 leaf_weight=9.0298342183232325 7.2032351493835431 8.2640520334243757 3.1618582941591731 156.01728143543005 77.902691463939846 377.30887612514198 8.7630020864307863 22.623966447077692 46.290995113551617 6.3728897869586945 5.7991650849580756 12.904214069247244 2.4986029490828505 5.402172438800334 3.2990958243608501 8.426016032695772 8.7831404879689199 37.089677732437849 7.9155745804309836 8.6295660324394721 6.7344077676534635 28.423529608175159 6.0284385085105896 55.487008646130562 15.241306841373442 34.422604236751795 11.524903297424315 6759.7566071678884 3.3385539669543505 3.2779569467529655 leaf_count=36 26 35 20 583 325 1538 35 135 204 26 23 41 14 31 11 31 32 206 32 48 22 143 22 212 71 138 48 22868 27 34 internal_value=2.45743e-07 -0.000505879 -0.000301273 -0.000151509 0.00293418 -0.000906967 0.000322226 -0.00356345 0.00433173 -0.0111983 -0.00940774 5.23394e-05 -0.00539915 0.00152046 6.8067e-05 0.00233909 0.00658213 -0.00242924 0.00178835 1.97756e-05 -0.00687304 -0.0119455 0.00573468 0.00413948 -0.0104493 6.47734e-05 -0.0058978 8.2461e-05 -0.0164971 -0.0226869 internal_weight=7747.92 723.047 709.47 702.97 138.257 564.713 386.072 178.641 124.194 13.5761 14.0632 7024.87 20.2086 14.432 7004.67 145.847 77.1744 68.6726 45.0053 6858.82 44.4855 31.7226 12.7628 68.3912 23.6673 6814.33 20.1545 6794.18 6.50041 5.77656 internal_count=27017 2977 2925 2878 587 2291 1573 718 529 52 58 24040 115 67 23925 625 285 340 238 23300 198 154 44 253 102 23102 96 23006 47 48 is_linear=0 shrinkage=0.03 Tree=1497 num_leaves=29 num_cat=0 split_feature=13 5 5 13 4 4 9 10 9 11 9 11 5 0 5 8 13 12 4 0 12 5 3 3 5 4 5 5 split_gain=0.221775 0.252792 1.64281 3.15413 1.92185 5.0512 2.79043 1.28733 1.76294 1.76612 1.62841 3.16998 2.73739 1.26688 1.16359 5.55633 5.23266 3.52699 3.03925 2.45116 1.00631 2.50187 6.56302 2.28222 2.05438 5.81334 2.44986 0.21331 threshold=6.1000000000000005 1.2550000000000006 1.2050000000000007 4.3000000000000016 2.0450000000000008 1.8300000000000005 5.1000000000000005 -2.1666666666666656 3.5000000000000004 0.33333333333333326 3.5000000000000004 -0.83333333333333315 1.1850000000000007 475.00000000000006 1.2750000000000006 3.3000000000000003 2.5000000000000004 2.9000000000000008 1.6250000000000002 575.00000000000011 2.1000000000000005 1.2850000000000008 1.5000000000000002 0.70000000000000007 1.3050000000000006 1.1850000000000007 1.3450000000000006 1.2650000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 5 -4 -6 8 -1 -10 12 -12 -9 -5 15 16 -3 19 -19 -17 24 22 -22 -23 25 -16 -26 -18 right_child=-2 14 3 13 6 -7 -8 10 9 -11 11 -13 -14 -15 20 17 27 18 -20 -21 21 23 -24 -25 26 -27 -28 -29 leaf_value=-0.0068521981136467963 0.0050068046899949745 -0.0024254816124193524 -0.0019778242885883099 1.6115240911030156e-05 0.012602349997921371 -0.014741472186864826 -0.010447650271158127 0.00079772322719679075 0.018854706439132098 -0.00087706844367343149 -0.0036639036701200038 7.7460122240889117e-05 0.0092143204973022756 0.015219323798321494 -0.0049627809504374717 -0.00016194361433816807 0.031204675813318546 0.017407739199168711 0.0012633436455941048 -0.011475377094556708 5.3502217213661131e-05 0.0041631835513395582 -0.021556698178891012 -0.00018892102782446914 -0.0033068350223170477 0.010515800972457235 0.000969436272434278 0.023843307083846833 leaf_weight=6.1346144303679493 7.9540679007768622 8.3594673573970812 380.92024370282888 7.9324403703212765 16.457668617367748 30.111235976219177 6.6314945928752413 603.04149929434061 11.418944306671621 6.3543899804353705 242.67705506086349 1272.7854085713625 36.906505830585957 13.045792326331137 33.83697721362114 102.64664636552334 7.0441009104251844 17.788921192288399 25.59342897683382 20.713565051555634 43.92963383346796 111.00623006373644 17.762296959757805 4696.1012808158994 137.62634469568729 61.580064132809639 973.12150885164738 7.1272522360086441 leaf_count=22 25 24 1077 23 69 94 28 1774 41 21 707 3691 108 38 97 288 20 50 87 61 128 342 53 14716 388 171 2854 20 internal_value=-3.28888e-07 -4.80452e-06 -0.00025137 -0.00189075 -0.00243977 -0.00291286 0.0059821 9.09759e-05 0.00701407 0.0118001 1.41845e-05 -0.000521659 0.00128312 0.00947058 9.88884e-05 0.00241529 0.0163984 0.000525836 0.00788335 -0.0020616 2.6718e-05 -0.000165462 -0.00616849 -8.84218e-05 0.000802469 0.00502676 0.000439588 0.0275024 internal_weight=8906.61 8898.66 2634.42 455.099 434.121 411.031 23.0892 2179.32 23.9079 17.7733 2155.41 1515.46 639.948 20.9782 6264.24 189.273 22.5308 166.743 43.3824 123.36 6074.96 4868.8 61.6919 4807.11 1206.16 95.417 1110.75 14.1714 internal_count=27017 26992 7693 1329 1268 1171 97 6364 84 62 6280 4398 1882 61 19299 550 64 486 137 349 18749 15239 181 15058 3510 268 3242 40 is_linear=0 shrinkage=0.03 Tree=1498 num_leaves=31 num_cat=0 split_feature=4 12 0 11 9 5 7 9 4 9 9 12 13 4 13 11 10 4 12 3 3 5 2 11 3 7 13 0 9 12 split_gain=0.218816 0.924957 4.55316 3.2295 2.7367 2.66445 2.83136 2.38759 2.52894 2.28466 3.09813 2.27556 3.74252 3.81461 3.27554 1.86534 2.43619 1.98019 1.74851 2.99353 2.35564 0.887304 2.26089 2.22379 3.68206 3.6713 2.77544 3.53061 3.06898 1.92835 threshold=1.3650000000000009 3.5000000000000004 200.00000000000003 1.5000000000000004 6.9000000000000012 1.2350000000000008 2.1000000000000005 4.3000000000000016 1.1650000000000007 6.1000000000000005 5.3000000000000016 3.1000000000000005 4.5000000000000009 0.79500000000000026 2.1000000000000005 0.33333333333333326 -2.1666666666666656 1.2550000000000006 1.9000000000000001 0.90000000000000013 0.70000000000000007 1.3750000000000007 0.3000000000000001 0.50000000000000022 1.3 2.3000000000000003 2.5000000000000004 525.00000000000011 4.1000000000000005 2.3000000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 4 5 9 -4 -7 -5 -9 10 -3 15 13 -13 -15 16 -1 -18 19 -17 -20 22 -2 24 -24 -26 27 -25 -28 -23 right_child=21 2 3 7 -6 6 -8 8 -10 -11 -12 12 -14 14 -16 18 17 -19 20 -21 -22 29 23 26 25 -27 28 -29 -30 -31 leaf_value=0.016180651049966827 0.017280541792999628 0.017339088762301152 -0.019438018974359348 0.0085606995939114892 -0.0077775030132570082 0.0030866958723317012 -0.015398782433600853 -0.0015726233081504461 -0.021392591373175496 0.030425925532324646 -0.0050675076241749701 0.018792309617562886 0.019178734601540706 0.0017055117424190373 -0.0060873337395707904 0.0017738162879255925 -0.00099634420333277892 0.0012547354672079551 -0.0073975815848572645 -0.0038439010402609155 0.0023874968704503483 0.0021907837149167542 -0.0010101325906547523 -0.0031268401937509303 0.0042693271836994756 -0.010507845738706728 -0.0013421951077747184 0.0061679921236057608 -0.0085805659663155225 -0.00015193916257180652 leaf_weight=8.0188044756650907 6.2497432678937903 18.826274737715725 5.2286449298262587 5.6281638890504864 5.7474979013204566 172.23931699991226 7.79469359666109 9.9090959057211894 13.951556175947188 6.6122706308960906 7.8777625262737265 6.8492495939135543 6.8594464361667624 67.344225607812405 173.88597005605698 213.19551526010036 1310.0154303610325 480.76504785567522 22.849159732460976 142.38615952432156 715.77630172669888 371.45102419704199 894.11373512819409 104.17396807856858 215.60345042590052 16.273544386029243 102.23724805004895 56.852016363292933 108.8393697924912 2126.6327767278999 leaf_count=27 20 62 25 19 21 668 29 39 62 22 27 27 23 241 637 705 4546 1600 76 491 2396 1292 3627 398 812 75 401 249 439 7961 internal_value=1.34101e-07 0.000177036 0.00191918 0.00020547 0.0113402 0.00167323 0.00228635 -0.0090157 -0.0131616 0.0146383 0.0107291 3.65686e-05 -0.00268055 -0.00328497 -0.00391181 0.000276008 -0.000318125 -0.000392004 0.00125272 -0.000475696 0.0020848 -0.000150219 -0.000725826 -0.000800945 -0.000136495 0.00323224 -0.00281159 0.000154804 -0.00507458 0.000196411 internal_weight=7404.19 3401.76 253.815 214.751 39.0638 185.263 180.034 29.4888 23.8607 33.3163 26.704 3147.95 254.939 248.079 241.23 2893.01 1798.8 1790.78 1094.21 355.582 738.625 4002.43 1504.34 1498.09 1125.99 231.877 372.103 161.026 211.077 2498.08 internal_count=27017 11743 974 842 132 722 697 120 101 111 89 10769 928 905 878 9841 6173 6146 3668 1196 2472 15274 6021 6001 4514 887 1487 647 840 9253 is_linear=0 shrinkage=0.03 Tree=1499 num_leaves=31 num_cat=0 split_feature=4 8 4 8 7 5 2 11 8 4 4 12 0 0 13 4 6 8 13 8 5 10 10 8 8 6 8 9 5 6 split_gain=0.229168 1.60173 1.48217 1.33385 2.32593 2.74677 3.13315 1.87304 1.67773 1.65916 2.9969 1.65185 1.27807 1.49099 1.14031 1.07477 2.99494 2.75959 5.53405 2.73916 2.18269 2.65751 1.81107 3.77441 3.58832 1.57559 1.55624 1.29918 2.53807 1.37636 threshold=1.3350000000000006 7.7000000000000002 1.2250000000000005 6.9000000000000012 1.5000000000000002 1.6100000000000005 0.90000000000000013 1.0000000180025095e-35 6.3000000000000016 1.2350000000000005 1.1750000000000005 2.9000000000000008 725.00000000000011 925.00000000000011 3.7000000000000006 1.3750000000000007 2.3000000000000003 5.1000000000000005 4.1000000000000005 3.3000000000000003 1.5350000000000008 1.0000000180025095e-35 0.50000000000000022 6.7000000000000002 3.5000000000000004 3.1000000000000005 2.1000000000000005 3.1000000000000005 1.3950000000000007 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 8 5 6 -5 -6 12 10 -10 -11 14 -14 -1 16 19 18 -18 20 21 -2 23 -21 -24 26 -17 28 -28 -29 right_child=15 2 -4 4 7 -7 -8 -9 9 11 -12 -13 13 -15 -16 25 17 -19 -20 22 -22 -23 24 -25 -26 -27 27 29 -30 -31 leaf_value=0.00019560596214421454 0.008451745973113229 -0.0014075664594771508 -0.01993331853722758 0.0034562533084185588 0.0055758539571330677 0.0097898336161217486 -0.023041617996380839 0.025357301815931439 -0.0055989134281357695 -0.0052271182595696151 0.0084769751027612798 -0.019226314791631189 -0.016144827636050484 0.0030569898548657827 -0.0013224314587855931 0.012336245454161352 0.030780273328495398 -0.0010734552895954675 -0.0007905277543898496 -0.00068357885295442097 -0.0175144629712389 -0.011122264766097562 0.02810694951862297 0.015420677598930494 0.0038335208964915537 0.0095760577825823399 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-4.99487e-05 0.00014701 0.00168906 0.0104296 0.0171304 0.000858948 -0.00686646 -0.00185638 0.00179952 0.000351678 0.00552177 5.3858e-07 -3.73254e-05 -6.63818e-05 -0.00234132 6.58626e-05 internal_weight=7747.41 3464.84 15.7056 3449.13 47.4999 29.4183 16.1874 18.0816 3401.63 101.804 61.0167 40.7869 3299.83 15.351 3284.48 4282.57 371.493 32.2216 20.3609 339.272 36.8232 25.041 302.449 217.75 84.6982 3911.08 3895.67 3886.55 213.517 3673.03 internal_count=27017 10844 53 10791 152 92 54 60 10639 338 195 143 10301 67 10234 16173 1198 96 60 1102 118 83 984 707 277 14975 14927 14900 1033 13867 is_linear=0 shrinkage=0.03 Tree=1500 num_leaves=31 num_cat=0 split_feature=11 3 0 3 7 5 4 3 5 6 3 13 13 4 2 5 12 4 4 4 3 2 6 5 5 11 4 8 3 3 split_gain=0.220074 1.59945 3.12967 5.19255 3.22331 2.42875 3.86262 2.33044 2.65482 2.94825 3.15692 2.59107 2.36065 2.25263 2.22222 1.94599 1.85051 1.83033 1.61879 0.888475 0.427068 2.14158 1.07932 1.21322 0.515135 2.19509 2.68835 2.94796 1.57049 2.96658 threshold=-1.4999999999999996 1.3 575.00000000000011 1.1000000000000003 0.90000000000000013 1.3450000000000006 1.1050000000000006 2.1000000000000005 1.7800000000000005 0.70000000000000007 2.5000000000000004 4.1000000000000005 1.7000000000000004 1.5650000000000008 2.1000000000000005 1.2950000000000006 2.3000000000000007 1.0150000000000006 1.2750000000000006 1.2350000000000005 3.7000000000000006 0.70000000000000007 1.5000000000000002 2.6750000000000012 2.1250000000000009 2.1666666666666674 1.3950000000000007 5.7000000000000002 1.3 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 15 16 17 -7 11 13 -10 -11 12 18 19 -14 -4 -1 -6 -3 -9 24 -22 23 -23 -2 28 -27 -28 -26 -30 right_child=20 7 3 -5 5 6 -8 8 9 10 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 26 27 -29 29 -31 leaf_value=0.0036553024157933022 -7.9522075426182609e-05 -0.026539063864810936 -0.0049409966515285477 0.011890718662245675 0.017019082567317032 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4.9410583358258 3.4904069826006889 25.592217326164246 7.0655934661626842 10.089790314435961 7.0327741205692282 26.184704631567001 380.03302725218236 leaf_count=36 23836 18 19 28 21 20 114 22 22 64 107 37 425 31 52 28 36 128 60 20 19 34 46 26 81 26 42 23 84 1512 internal_value=-9.21909e-07 0.000684834 0.00319535 -0.00700751 0.00509055 0.00751519 0.0125197 -0.000740925 0.00404475 -0.000348889 -0.00348085 -0.00244959 -0.00154608 0.0121032 -0.000200121 -0.0178442 -0.00464873 0.00307464 -0.0104499 0.0203244 -3.3353e-05 -0.00477824 -0.0092737 -0.00336629 -2.38272e-05 0.000957034 0.00975152 0.00332682 0.000464405 0.00091852 internal_weight=8905.95 402.165 145.668 22.8194 122.849 98.3614 46.2441 256.497 67.4844 43.673 37.6021 189.012 177.282 23.8115 154.003 14.503 24.4875 52.1173 23.2799 13.274 8503.78 17.0379 14.4555 9.51448 8486.74 455.998 24.1882 17.1226 431.81 406.218 internal_count=27017 1288 430 75 355 283 134 858 266 193 171 592 555 73 477 47 72 149 78 42 25729 125 106 60 25604 1768 91 65 1677 1596 is_linear=0 shrinkage=0.03 Tree=1501 num_leaves=31 num_cat=0 split_feature=6 10 9 9 8 2 3 5 3 11 4 4 5 0 9 4 8 13 10 5 8 9 12 2 0 12 4 6 4 11 split_gain=0.220481 1.90459 3.10917 3.26709 3.85331 3.70377 2.67763 2.49409 1.32206 2.19686 3.21526 1.99258 1.94281 1.74556 1.73882 3.79446 4.87647 2.97205 2.3853 1.96442 1.59373 1.05232 1.53379 2.32378 2.67738 4.01936 1.66793 1.79444 1.5266 1.26756 threshold=1.7000000000000004 -1.1666666666666663 2.5000000000000004 3.7000000000000006 7.1000000000000005 1.7000000000000004 0.90000000000000013 1.0650000000000006 1.1000000000000003 -1.4999999999999996 1.4650000000000005 1.2650000000000008 1.9400000000000006 575.00000000000011 5.1000000000000005 1.2850000000000008 2.7000000000000006 4.1000000000000005 1.8333333333333339 1.8050000000000004 4.9000000000000012 8.1000000000000014 1.5000000000000002 0.90000000000000013 475.00000000000006 2.3000000000000007 1.0450000000000006 1.3 1.1350000000000007 3.1666666666666674 decision_type=2 2 2 2 2 2 2 2 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 -2 6 5 -5 -4 -8 9 10 11 -3 13 -11 15 16 -10 -17 20 -20 -16 29 -23 24 25 -24 -25 -28 -26 -1 right_child=1 8 3 4 -6 -7 7 -9 14 12 -12 -13 -14 -15 18 17 -18 -19 19 -21 -22 22 23 26 28 -27 27 -29 -30 -31 leaf_value=-0.00015902942983997583 -0.018442121049755237 0.0080647148133131535 -0.0047784128088004833 0.0007110523123032836 -0.017829418241877018 0.012279014302083864 0.034204774469474092 0.011704371720582585 0.00594446593283437 0.0011095076633866093 -0.0046115372910972025 0.031401555545428228 0.012928930533710907 -0.0031345228511145983 -0.00051674826429823199 0.0016855065514855296 -0.0059624432274077831 -0.0054958915640634428 -0.026083562251269374 -0.00076199546903326298 0.0027532797335814174 0.016811505164798981 -0.014853322960935412 0.01768987280963601 -0.0039364192876108874 0.020876466156857655 -4.9204637279370734e-06 0.0083278821304462163 -0.02468553594264207 -0.014691837247903293 leaf_weight=5140.3109178561717 5.9174946248531333 6.667319595813753 6.7246059328317633 128.29663767665625 8.4523852132260782 30.911724388599396 5.5986028909683254 21.310364320874214 35.615006722509861 589.94208683073521 7.9049209356307975 6.5061273276805878 11.473341628909109 102.35344213992357 329.23402181267738 277.54274864494801 236.65921592712402 63.785717941820621 5.450089827179907 5.5809369273483753 226.36662428081036 6.3658045530319205 5.3698629289865512 7.0382204055786124 5.5324192494153959 5.9993885233998299 73.928357444703579 33.935475457459688 7.5415946319699287 5.4071329683065406 leaf_count=18968 21 24 25 451 42 110 20 69 124 2012 29 21 40 371 1218 947 803 236 22 21 847 20 21 25 24 24 285 133 36 28 internal_value=3.27665e-07 0.000259442 0.0029909 0.00362097 0.00190915 0.00295708 0.0121542 0.0163857 -3.76531e-05 0.000970788 0.010514 0.0195904 0.000684961 0.000482043 -0.000656992 -0.00176354 -0.00440495 0.000343484 0.000541285 -0.0132726 0.000815549 -0.000103108 0.00241101 0.00175314 -0.00664643 0.00400077 0.00353999 0.0026167 -0.0159053 -0.000174301 internal_weight=7403.72 2112.29 207.212 201.294 167.661 159.208 33.6336 26.909 1905.08 724.847 21.0784 13.1734 703.769 692.296 1180.23 613.603 272.274 341.328 566.632 11.031 555.601 5291.43 145.711 139.345 24.4433 11.3693 114.902 107.864 13.074 5145.72 internal_count=27017 7453 738 717 603 561 114 89 6715 2497 74 45 2423 2383 4218 2110 927 1183 2108 43 2065 19564 568 548 105 45 443 418 60 18996 is_linear=0 shrinkage=0.03 Tree=1502 num_leaves=17 num_cat=0 split_feature=11 4 5 11 0 9 7 9 5 5 5 5 12 13 2 3 split_gain=0.223477 1.53273 0.416702 0.320519 1.28615 1.82963 2.28239 2.04711 1.28502 1.96782 1.7884 0.579466 2.07613 0.338335 2.90698 0.317005 threshold=3.1666666666666674 1.5450000000000006 3.2250000000000001 2.1666666666666674 525.00000000000011 6.1000000000000005 1.3 6.9000000000000012 1.7650000000000006 1.4650000000000007 2.2850000000000006 2.9150000000000005 4.3000000000000016 0.90000000000000013 1.3 2.9000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 11 8 6 -6 -7 9 -5 -10 13 -13 14 -1 -15 right_child=1 -3 -4 4 5 7 -8 -9 10 -11 -12 12 -14 15 -16 -17 leaf_value=0.010748115176075802 -0.0053474788651244227 0.015066892952682095 -0.0076513397806588987 0.0068305563936210158 -0.022316467407024313 0.014457073699118167 0.00036967075717824925 -0.0091179057363522352 0.0082473303168936543 -0.0096271806837793083 -0.0062611739453674849 0.019783508678475444 -0.0031057726798434265 -3.6787436314076508e-05 -0.0037133621884590353 0.0012102587918562482 leaf_weight=21.78037603199482 7.3255343437194806 6.0386467725038528 6.410756602883338 9.8247227221727389 10.224132977426057 5.9869338124990445 6.5470971204340449 7.4277283102273941 27.58009061217308 19.549183659255505 10.579673640429972 5.8912865146994582 9.0374377816915494 7375.3012405536138 29.392037151381373 188.14077737927437 leaf_count=65 24 21 22 33 37 20 33 24 87 71 35 26 34 25767 119 599 internal_value=7.46702e-07 0.00387682 -5.95135e-06 3.91484e-07 -0.00170685 -0.00685479 -0.0134603 0.00140356 0.000594159 -0.00412254 0.00422489 2.22579e-05 0.00592697 1.06815e-05 0.00244184 -5.76714e-06 internal_weight=7747.04 13.3642 7733.67 7727.26 97.7196 30.1859 16.7712 13.4147 67.5337 29.3739 38.1598 7629.54 14.9287 7614.61 51.1724 7563.44 internal_count=27017 45 26972 26950 340 114 70 44 226 104 122 26610 60 26550 184 26366 is_linear=0 shrinkage=0.03 Tree=1503 num_leaves=31 num_cat=0 split_feature=12 2 6 8 9 11 13 13 10 4 6 9 4 4 3 11 6 8 8 10 2 13 10 11 9 7 7 9 8 4 split_gain=0.218124 1.07958 2.33284 1.06998 1.42802 1.14064 0.967626 0.945138 1.72111 1.47781 0.974328 4.3722 3.44714 2.20956 2.07627 4.90914 1.80793 0.861566 2.45071 3.25607 3.66175 2.32506 2.13319 2.65505 4.12568 3.11408 2.41416 4.40967 2.71405 1.95118 threshold=2.5000000000000004 0.50000000000000011 2.5000000000000004 5.7000000000000002 5.5000000000000009 0.50000000000000022 5.9000000000000012 5.3000000000000016 0.33333333333333326 1.2850000000000008 1.1000000000000003 6.7000000000000002 1.0250000000000006 0.99000000000000055 1.9000000000000001 0.83333333333333337 1.5000000000000002 5.7000000000000002 6.9000000000000012 -0.99999999999999978 0.70000000000000007 1.1000000000000003 -0.99999999999999978 1.5000000000000004 6.5000000000000009 1.7000000000000004 2.3000000000000003 6.7000000000000002 3.5000000000000004 1.2750000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 -2 -6 7 10 9 -9 11 12 -1 -13 16 -16 -12 22 19 -19 -21 -20 23 25 -25 -3 28 -28 -24 -23 right_child=1 17 -4 -5 5 -7 -8 8 -10 -11 14 13 -14 -15 15 -17 -18 18 21 20 -22 29 26 24 -26 -27 27 -29 -30 -31 leaf_value=0.0038721115452761629 -0.017384385382975341 0.001343676658182221 0.016368809457881616 0.0022755651416014465 0.0048195992346318486 -0.013658822512717781 -0.01033459051053408 0.0073937223840501104 0.014863127901025711 -0.010675581596321494 -0.0014877640069622376 -0.0059391566890098762 -0.00076721732707141146 0.0070557414937571124 0.016211670675922673 -0.010612185769848846 5.7697531879853562e-05 -0.0047902699969879633 -0.010044278359673989 0.014595459850231722 -0.00072319059482251098 0.012454439388057199 -0.0018501000116743797 -0.0093862563788279525 0.016996159330577989 0.0065534424683834479 -0.0023200728757487806 -0.024203806996768773 0.0007694889122372672 0.0012833016401778052 leaf_weight=169.32107908278704 13.226054266095163 437.34466353803873 4.1079508513212195 7.602654391899704 6.9545293077826482 5.2959919292479753 8.3945678621530515 9.1862377524375969 10.620469659566877 7.3193398714065543 1138.2457591295242 13.102016881108282 969.32486682385206 116.36638456583023 19.166012607514862 9.0353234335780126 1696.8135314583778 193.56118379160762 15.905775040388106 14.308282032608984 760.31426720693707 14.49046917259693 432.20119077246636 34.69257165491581 6.3040693253278723 135.17735013365746 143.98327922075987 8.7932758405804616 2017.7165309470147 486.83234004303813 leaf_count=487 61 1360 18 34 38 30 27 27 31 22 3247 43 2764 336 66 32 4936 603 53 46 2350 43 1433 110 23 395 416 28 6293 1665 internal_value=-1.17488e-06 0.000138048 -0.00495341 -0.00760131 -0.0105487 -0.00316876 -0.000159506 -0.000138966 0.00544258 -0.000619046 -0.000175614 0.00051666 -7.73311e-05 0.00574068 -0.000482216 0.00761767 -0.000562789 0.000178318 -0.000419254 -0.0013099 -0.000440235 0.00124792 0.000454308 0.00204564 -0.00532942 0.00257375 7.9192e-05 -0.00357962 0.000307355 0.0016062 internal_weight=8905.71 4738.81 37.1872 33.0792 25.4766 12.2505 4166.9 4158.5 27.126 16.5056 4131.37 1268.11 1138.65 129.468 2863.26 28.2013 2835.06 4701.63 1485.41 968.184 774.623 517.229 3216.21 613.519 40.9966 572.522 2602.69 152.777 2449.92 501.323 internal_count=27017 14999 181 163 129 68 12018 11991 80 49 11911 3630 3251 379 8281 98 8183 14818 4760 2999 2396 1761 10058 1888 133 1755 8170 444 7726 1708 is_linear=0 shrinkage=0.03 Tree=1504 num_leaves=31 num_cat=0 split_feature=4 12 0 11 9 8 8 10 9 4 12 13 13 4 0 10 9 8 4 2 9 9 11 12 9 9 10 7 0 6 split_gain=0.223053 0.891766 4.33877 3.11805 2.62212 2.61207 3.56679 2.82245 2.3146 2.47736 2.19798 3.05551 2.75917 4.48274 2.45206 2.23341 3.08282 2.16362 4.34777 3.12922 2.14868 2.96099 1.95997 2.11194 1.74058 0.867749 2.94039 3.84901 3.51717 3.27571 threshold=1.3650000000000009 3.5000000000000004 200.00000000000003 1.5000000000000004 6.9000000000000012 5.1000000000000005 4.3000000000000016 -1.1666666666666663 4.3000000000000016 1.1650000000000007 2.9000000000000008 2.1000000000000005 2.9000000000000008 0.83000000000000029 475.00000000000006 1.8333333333333339 4.5000000000000009 4.1000000000000005 1.3350000000000006 1.3 6.1000000000000005 5.3000000000000016 0.33333333333333326 1.9000000000000001 7.7000000000000002 3.3000000000000003 1.1666666666666672 0.90000000000000013 525.00000000000011 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 4 5 20 6 -4 -7 -5 -10 15 17 13 -13 -14 22 -17 19 -19 -12 21 -3 24 -24 -1 26 -2 -28 29 -29 right_child=25 2 3 8 -6 7 -8 -9 9 -11 11 12 14 -15 -16 16 -18 18 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31 leaf_value=-0.00051434366406366431 0.0020900133996793907 0.016897979067652311 0.0026693484062817346 0.0083807174629761706 -0.0076811912954540991 0.029050173253750724 -0.0078652246448192228 0.0053731772424193153 -0.0015459633077604803 -0.021219780139598549 0.013504785849202085 0.020868127890065143 -0.0049441241136555106 -0.0073749961749975832 0.0022500594464655377 0.026764711006379036 0.00098683983743310614 -0.0041987015664649392 0.020246830557339272 -0.0013086514734482299 0.029478963068781075 -0.0050001259738013601 -0.00052119830465322719 0.0023554795340515605 0.0048448833619930609 -0.0002967290219176724 -0.026654377536244896 0.021569076281774575 -0.017069272557411856 -0.0029429492930708743 leaf_weight=1626.8134210407734 348.68452915363014 18.947645053267482 106.71462373435497 5.6471710652112987 5.7356683313846579 5.2350279837846747 39.682039439678192 33.703705161809921 9.8997605293989199 13.776850678026674 28.405727595090866 5.2401278614997855 74.843729816377163 145.35416156798601 99.095260970294476 6.8383028358221081 10.722294747829435 57.427085898816586 7.3907358944416037 23.412053093314171 6.6910648867487899 7.8637715578079215 355.12592655420303 650.27768168598413 56.434295706450939 3612.1178640760481 6.9946845024824134 6.8326121345162418 10.148705206811426 17.407627575099468 leaf_count=5558 1330 62 417 19 21 19 157 129 39 62 100 18 268 531 355 21 33 210 24 80 22 27 1195 2165 211 13780 28 28 43 65 internal_value=2.37915e-07 0.00017886 0.00188916 0.000212457 0.0110618 0.00165066 -0.000186136 0.00855638 -0.0088774 -0.0129937 4.08915e-05 -0.00192263 -0.00341938 -0.00639224 -0.000845506 0.000360987 0.011025 0.00224198 -0.00141134 0.00681185 0.0142707 0.0104753 0.000291336 0.00133939 -0.000334665 -0.000151565 0.00119269 -0.0063679 -0.00224164 0.00396627 internal_weight=7403.46 3401.28 253.897 214.659 39.2381 185.335 146.397 38.9387 29.3238 23.6766 3147.38 441.169 324.533 150.594 173.939 2706.21 17.5606 116.636 64.8178 51.8178 33.5025 26.8114 2688.65 1005.4 1683.25 4002.19 390.068 41.3836 34.3889 24.2402 internal_count=27017 11743 974 842 132 722 574 148 120 101 10769 1586 1172 549 623 9183 54 414 234 180 111 89 9129 3360 5769 15274 1494 164 136 93 is_linear=0 shrinkage=0.03 Tree=1505 num_leaves=31 num_cat=0 split_feature=9 11 5 11 9 4 8 7 8 5 4 9 3 2 6 5 7 0 4 6 9 13 10 3 4 4 5 4 5 11 split_gain=0.231872 2.0723 2.30775 1.52462 1.80733 2.1929 1.41953 1.39389 1.3663 1.30073 1.85695 2.37133 1.82373 1.74095 1.60725 1.54349 1.65162 2.59593 1.397 0.963286 0.559602 3.61039 1.9338 2.4367 1.79947 1.47756 1.43329 1.20761 1.15413 0.764896 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 8.3000000000000025 1.7850000000000004 6.1000000000000005 0.90000000000000013 5.1000000000000005 1.8750000000000002 1.195000000000001 8.9000000000000021 1.7000000000000004 0.70000000000000007 1.3 1.9100000000000006 0.50000000000000011 525.00000000000011 1.7150000000000005 1.1000000000000003 7.1000000000000005 4.1000000000000005 1.5000000000000004 0.70000000000000007 1.3750000000000007 1.6400000000000006 1.5550000000000008 1.3450000000000006 1.9650000000000005 -1.8333333333333328 decision_type=2 2 2 2 2 2 2 2 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 9 -3 6 7 -6 8 -5 -4 10 13 12 -12 -2 -15 -11 17 -17 -18 -8 29 22 23 24 -22 -25 -23 -24 -29 -1 right_child=1 2 3 4 5 -7 19 -9 -10 15 11 -13 -14 14 -16 16 18 -19 -20 -21 21 26 27 25 -26 -27 -28 28 -30 -31 leaf_value=0.0020523718464007137 -0.0086486199892282511 -0.0092668327703621274 0.0093967503518657056 0.019265267390740647 -0.0065719328846404823 0.008320199164420965 0.0092878019664745688 0.0039083723369675513 0.024129554187879463 0.014479132756148802 -0.013684516177017124 0.0088656150515102183 0.0028432707659608856 -0.0025966675322885036 0.016640473348566564 0.019828788812558413 0.00071822326025110608 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internal_value=1.12328e-06 0.000795138 0.00379842 0.005068 0.00214484 -0.00178842 0.00918113 0.00834384 0.0127835 -0.00116117 -0.00439061 -0.00790447 -0.0106405 0.00232091 0.00818634 0.000724599 -0.000107588 0.00851656 -0.00161375 0.00170084 -3.28037e-05 -0.00106483 -0.00158154 -0.00115922 0.0080798 -0.00173697 0.0130804 -0.0111901 -0.0153433 3.28842e-05 internal_weight=7746.71 317.441 125.214 114.124 66.7125 40.8153 47.4119 25.8972 32.001 192.227 70.8659 46.5135 39.9893 24.3524 15.8679 121.361 114.437 17.0143 97.4226 15.4109 7429.27 444.572 428.905 410.847 24.1797 386.668 15.6672 18.0575 14.0352 6984.7 internal_count=27017 1014 398 360 209 127 151 82 101 616 231 160 138 71 46 385 362 61 301 50 26003 1406 1360 1293 78 1215 46 67 54 24597 is_linear=0 shrinkage=0.03 Tree=1506 num_leaves=16 num_cat=0 split_feature=13 6 11 9 2 11 4 5 8 9 12 10 5 5 5 split_gain=0.224782 0.250613 1.12609 0.242158 1.63379 1.85458 1.59641 2.64585 1.85978 0.357282 1.56397 1.41994 0.302383 2.39559 1.08263 threshold=6.1000000000000005 3.5000000000000004 1.0000000180025095e-35 2.1000000000000005 0.90000000000000013 0.33333333333333326 1.2150000000000005 0.8300000000000004 3.3000000000000003 2.3000000000000003 1.7000000000000004 0.33333333333333326 0.89000000000000024 0.8500000000000002 0.9650000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 -1 8 -8 -6 10 -5 -12 13 -11 -14 right_child=-2 2 -4 9 6 -7 7 -9 -10 12 11 -13 14 -15 -16 leaf_value=-0.014328196220260077 0.0050398371535420655 -0.014917737987535392 0.0033378667674904029 -0.013420649344084537 0.005120640374825302 0.0046873127751865277 0.027454499883045252 0.004672909135967249 -0.013758406549781034 -0.00078972706043486983 0.0040152263154346829 -0.0069546245148902602 -0.0021401642075087805 0.0049137207477263304 2.1795355373326338e-05 leaf_weight=10.393440902233126 7.9534346759319297 5.2026217095553857 7.3193588107824326 9.6073727160692197 11.880191147327425 8.3042369782924634 5.499413736164569 27.689855434000492 7.7660332173109046 222.23695593327284 28.340879276394844 16.983584627509117 213.88100885599852 94.447562009096146 8227.8361555906013 leaf_count=30 25 22 25 28 40 25 20 85 23 669 86 50 618 279 24992 internal_value=-1.32676e-06 -5.83309e-06 -0.00424696 1.4418e-07 0.00173859 -0.0058828 0.00443569 0.00844779 -0.00234213 -1.39659e-05 -0.00242585 -9.52997e-05 1.16123e-06 0.000911261 -3.29805e-05 internal_weight=8905.34 8897.39 12.522 8884.87 71.5332 18.6977 52.8355 33.1893 19.6462 8813.33 54.9318 45.3245 8758.4 316.685 8441.72 internal_count=27017 26992 47 26945 223 55 168 105 63 26722 164 136 26558 948 25610 is_linear=0 shrinkage=0.03 Tree=1507 num_leaves=31 num_cat=0 split_feature=8 7 9 10 0 2 5 11 4 12 4 4 4 12 0 4 5 5 4 10 9 12 0 13 6 7 8 2 13 13 split_gain=0.228209 1.08887 1.91622 1.74871 2.33301 4.34225 1.58915 2.83329 2.99921 1.53135 2.39831 2.24452 2.80748 4.28411 3.62607 2.13396 1.406 3.89639 2.92832 1.35559 1.15542 0.6868 0.642308 0.539383 0.477501 1.27115 0.427684 2.55589 5.69519 3.01264 threshold=2.9000000000000004 0.90000000000000013 5.1000000000000005 0.83333333333333337 475.00000000000006 1.1000000000000003 1.1650000000000007 -0.33333333333333331 0.97000000000000031 2.7000000000000006 1.5050000000000006 1.0350000000000008 1.3750000000000007 3.5000000000000004 575.00000000000011 0.98000000000000043 1.5850000000000006 1.4850000000000008 0.81500000000000028 -0.33333333333333331 4.3000000000000016 2.1000000000000005 475.00000000000006 5.9000000000000012 1.0000000180025095e-35 1.3 3.9000000000000004 1.5000000000000002 2.9000000000000008 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 19 -6 21 22 -9 10 16 15 14 -14 -13 20 17 -3 -18 -4 -11 -1 -8 24 25 -2 27 29 -29 -26 right_child=23 9 3 -5 5 -7 7 8 -10 11 -12 12 13 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=-0.016367161477956905 -0.01513422161204001 -0.0011096412807785493 -0.02577344879504434 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9.1151915192604047 14.027701035141943 6.6414683908224106 5.6523015797138214 9.0405880287289602 215.38423892110586 5.1636379845440388 5523.5967929558828 207.68332203477621 143.99455446004868 848.94236058741808 leaf_count=24 39 546 25 28 34 44 23 20 77 43 32 179 84 52 19 18 32 69 140 38 50 24 20 36 706 32 20508 747 493 2835 internal_value=3.74533e-08 -0.000660219 -0.00355199 -0.00836139 -0.00564394 0.00116874 0.000317447 0.00332264 -0.00195569 0.000104852 -0.00132714 0.00285253 0.000415797 0.00658458 -0.00420125 0.00976045 -0.00072298 0.00051775 -0.00532455 -0.0145495 0.00601746 -0.00894991 0.0157803 4.2057e-05 3.25327e-05 -0.00608613 4.26371e-05 0.000507788 -0.00170951 0.00124044 internal_weight=7403.05 442.95 92.6724 41.3177 34.6084 19.6082 51.3546 38.7794 27.2384 350.277 230.269 120.008 88.7145 37.9757 50.7388 31.2935 221.639 174.569 47.0695 15.0002 25.4776 12.5753 11.541 6960.1 6951.06 11.4601 6939.6 1416 351.678 1064.33 internal_count=27017 1621 357 169 141 78 188 140 97 1264 819 445 334 136 198 111 787 615 172 63 93 48 43 25396 25360 71 25289 4781 1240 3541 is_linear=0 shrinkage=0.03 Tree=1508 num_leaves=31 num_cat=0 split_feature=9 11 5 11 10 10 0 7 9 10 2 4 3 5 5 5 5 6 0 6 5 0 5 3 0 11 4 13 2 5 split_gain=0.229598 1.98664 2.21858 1.48345 2.97977 1.89743 2.2045 1.77339 1.72026 1.28125 3.77101 2.51194 2.36854 2.04739 2.4366 2.31953 1.7341 1.77944 1.53061 1.1004 0.544041 2.89242 2.66638 1.73743 1.87281 1.86344 1.36801 0.825008 2.90273 2.95678 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 1.5000000000000004 -0.49999999999999994 1.0000000180025095e-35 525.00000000000011 1.1000000000000003 9.5000000000000018 0.50000000000000022 0.90000000000000013 1.0950000000000009 1.1000000000000003 1.9500000000000004 2.5850000000000013 2.3650000000000007 1.5050000000000006 1.3 525.00000000000011 0.90000000000000013 2.1050000000000009 925.00000000000011 2.1150000000000007 1.3 475.00000000000006 -0.83333333333333315 1.3450000000000006 0.90000000000000013 1.3 1.7500000000000007 decision_type=2 2 2 2 2 2 2 2 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 9 -3 5 -5 8 -7 -6 -4 13 -11 -12 -13 16 15 -15 17 -2 -16 -18 27 22 26 24 -24 -25 -22 28 -1 -30 right_child=1 2 3 4 7 6 -8 -9 -10 10 11 12 -14 14 18 -17 19 -19 -20 -21 21 -23 23 25 -26 -27 -28 -29 29 -31 leaf_value=0.014895414359721955 0.012903156236171855 -0.0091063037426974119 0.0082441579614945231 -0.016720287643949269 0.01460891991361357 -0.0045368947046400552 0.011099945082041034 -0.0036518660183879792 0.023704430348017003 0.020394640340660377 0.028926720909990662 -0.019330452608450711 0.00043993213781584216 -4.5554109487280005e-05 -0.0028063825429818718 0.013663904007003078 -0.018594657867174711 -0.0068636716373901745 -0.021515753483047465 -0.0073525837777100086 -0.021584661510949555 -0.020102985031305098 -0.004245269625043682 0.0032822426699674829 0.015087939387658841 -0.0014940814782710562 -0.005380600708780877 1.5363151541988232e-05 -0.0084535405756400069 0.016000830109664937 leaf_weight=14.681472778320311 6.9910124391317394 11.04143603146076 45.020048230886459 7.8580715805292156 9.306057736277582 21.338502392172813 13.093389712274073 9.8552006930112821 7.5660353153944007 9.0506436824798566 2.4470800459384909 6.3172560036182395 39.896654024720192 41.208747558295727 11.616150289773943 15.205510288476942 10.268441140651701 9.9073132425546628 5.95177337527275 33.0813277810812 7.4846855401992824 7.0025063678622237 6.8921834379434612 89.786655955016613 13.044200316071509 405.6299890242517 12.553714502602814 6848.878298420459 17.246408937498931 5.9973019957542411 leaf_count=43 25 38 141 24 32 66 43 29 25 28 7 25 130 123 42 53 37 31 18 97 21 41 24 291 42 1254 39 24150 79 19 internal_value=1.4895e-06 0.000792145 0.00373406 0.00497731 -0.00116315 0.00688394 0.00140931 0.00521686 0.0104686 -0.00112495 0.00261311 -0.000694141 -0.0022626 -0.00273212 0.000611406 0.0036496 -0.00683782 0.00131407 -0.00914486 -0.0100155 -3.22496e-05 -0.000947031 -0.000696486 -0.000279016 0.00840428 -0.000628446 -0.0114331 3.97972e-05 0.00445232 -0.00214387 internal_weight=7746.22 317.021 125.079 114.037 27.0193 87.018 34.4319 19.1613 52.5861 191.942 57.7116 48.661 46.2139 134.23 73.9822 56.4143 60.2481 16.8983 17.5679 43.3498 7429.2 542.394 535.391 515.353 19.9364 495.417 20.0384 6886.8 37.9252 23.2437 internal_count=27017 1014 398 360 85 275 109 61 166 616 190 162 155 426 236 176 190 56 60 134 26003 1712 1671 1611 66 1545 60 24291 141 98 is_linear=0 shrinkage=0.03 Tree=1509 num_leaves=19 num_cat=0 split_feature=13 6 3 5 5 8 10 13 10 11 9 5 8 13 12 4 8 5 split_gain=0.220569 0.240456 1.10976 0.239462 1.67379 2.22592 3.10477 3.00758 1.53497 2.3349 1.3509 1.11565 5.32872 4.97455 3.3808 1.01456 2.27173 1.49578 threshold=6.1000000000000005 3.5000000000000004 1.3 1.2550000000000006 1.2250000000000008 4.1000000000000005 0.50000000000000022 3.1000000000000005 -2.1666666666666656 0.50000000000000022 2.7000000000000006 1.2750000000000006 3.3000000000000003 2.5000000000000004 2.9000000000000008 0.77500000000000036 1.9000000000000001 1.4550000000000007 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 8 6 -6 -7 9 -1 -10 12 13 -5 -14 17 -17 -13 right_child=-2 2 -4 11 5 7 -8 -9 10 -11 -12 15 14 -15 -16 16 -18 -19 leaf_value=0.012781904199575691 0.0049935853598967427 -0.013327856313848153 0.0045667716338518641 -0.002332440419758274 -0.010315760399544854 -0.0032858029474716185 0.0036840757349328027 0.0047620481746378229 0.0022175318017800469 -0.007104481191398628 -0.00029343582748607986 0.0094989272513185934 -0.0020163914578446573 0.026838439806204539 0.0077216900597232001 -0.0097626438554108269 2.0793534770550124e-05 0.00059128799163251223 leaf_weight=18.981061100959781 7.9490017592906943 6.0925136506557447 6.3909068219363689 8.3500861525535601 57.145975723862648 133.84562527388334 18.99612221121788 60.766813464462757 212.10904771089554 7.3796328529715529 2122.0848354101181 24.880330309271812 123.34717510640621 14.223563909530638 43.366855837404728 21.437543001025915 5964.2203596243635 53.337918929755688 leaf_count=67 25 24 23 24 165 399 54 177 636 25 6160 73 349 40 137 77 18379 183 internal_value=-1.50397e-06 -5.96684e-06 -0.00416667 -1.207e-07 -0.000240218 -0.00247433 -0.00682305 -0.0007729 1.60337e-05 0.00721474 -6.52633e-05 0.000100911 0.00236894 0.016048 0.000516749 3.01135e-05 -1.42457e-05 0.00342471 internal_weight=8904.91 8896.96 12.4834 8884.47 2631.31 270.755 76.1421 194.612 2360.55 26.3607 2334.19 6253.16 189.288 22.5737 166.714 6063.88 5985.66 78.2182 internal_count=27017 26992 47 26945 7683 795 219 576 6888 92 6796 19262 550 64 486 18712 18456 256 is_linear=0 shrinkage=0.03 Tree=1510 num_leaves=28 num_cat=0 split_feature=8 13 4 4 4 9 4 5 5 5 9 12 10 5 5 4 7 5 13 5 13 3 5 9 5 5 4 split_gain=0.219684 1.57152 2.03392 1.91304 2.77568 1.39526 2.38844 2.24623 6.31901 2.47891 3.72319 1.98207 1.69724 1.37572 0.444386 1.61598 1.46149 0.600301 1.67951 0.623391 3.6176 3.04829 1.0399 2.15938 0.89879 0.216668 0.152019 threshold=2.5000000000000004 3.7000000000000006 1.2450000000000008 1.0750000000000008 0.87000000000000033 6.7000000000000002 1.0150000000000006 1.5850000000000006 1.5050000000000006 1.6900000000000006 5.1000000000000005 2.9000000000000008 0.50000000000000022 1.1550000000000007 0.62500000000000033 1.5450000000000006 1.7000000000000004 0.67500000000000016 3.7000000000000006 0.74500000000000033 2.5000000000000004 0.50000000000000011 0.79500000000000004 3.1000000000000005 0.88500000000000023 1.3650000000000007 1.2150000000000005 decision_type=2 2 2 2 2 2 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 13 7 -7 8 12 26 -11 -8 -1 -3 15 16 -2 18 -16 20 -19 -22 23 -21 -24 -6 -9 right_child=14 2 -4 -5 25 6 11 9 -10 10 -12 -13 -14 -15 17 -17 -18 19 -20 22 21 -23 24 -25 -26 -27 -28 leaf_value=-0.0064256237473379468 -0.0020843121262544406 0.0091566652327452393 0.017791415078580512 -0.01086670742436769 0.011038572346443974 0.018170495699326616 -0.016174273645814915 -0.026097958148548223 0.021000510198797864 0.007796780554771573 -0.015180393906304067 0.0083502164012606104 0.00332671877968942 -0.011112021507975713 -0.0034081346680431444 0.0086214090230225197 -0.024820714076734019 0.012043332735490521 0.019433145362972453 -0.0049363862043507751 0.0036488892166903464 -0.019427706337690379 -0.0024337060215359331 0.0084943411715240839 6.1002850929722331e-05 0.01869479315718655 -0.018675986910450474 leaf_weight=61.827480740845203 5.9099828749895078 4.4761183634400394 7.8787327855825415 9.1723477914929372 6.8793738186359388 7.5852558240294483 5.6832529008388502 5.3852153271436674 10.310915201902388 11.331447675824167 14.428713269531725 6.2032177671790123 21.696961537003517 9.2256720960140211 6.4682376086711866 5.1963100787252179 4.4681731015443802 8.7754692286252993 5.2478353232145309 15.601879950612782 8.259091682732107 13.692972123622893 132.44568112492561 34.816272854804993 6968.6102868905291 6.4416608065366745 4.609783336520195 leaf_count=238 24 17 30 37 21 30 22 21 36 45 64 29 80 33 28 28 21 32 17 60 36 60 516 127 25325 20 20 internal_value=-5.01631e-09 -0.000998505 0.0039782 0.000971434 0.00498965 -0.00246999 0.00501772 -0.00359506 -0.00115698 -0.00999353 -0.00507313 -0.00337563 -0.00389228 -0.00449062 2.6744e-05 -0.00503529 -0.0118732 3.7703e-05 0.00682288 2.66346e-05 -0.00423726 -0.0107455 4.49552e-05 0.00433821 1.44727e-05 0.0147409 -0.0226749 internal_weight=7402.63 193.136 44.0739 36.1952 27.0228 149.062 19.4717 129.591 93.8354 35.7552 25.7602 11.8865 83.5244 13.7018 7209.49 15.5745 10.3782 7193.92 11.7161 7182.2 30.7275 21.9521 7151.47 50.4182 7101.06 13.321 9.995 internal_count=27017 743 158 128 91 585 81 504 354 150 109 51 318 50 26274 73 45 26201 45 26156 128 96 26028 187 25841 41 41 is_linear=0 shrinkage=0.03 Tree=1511 num_leaves=11 num_cat=0 split_feature=5 12 0 12 9 12 2 9 9 9 split_gain=0.227863 0.31438 0.74925 0.312096 1.03999 0.470242 1.68875 0.305866 1.13084 0.973552 threshold=3.2350000000000008 6.3000000000000016 525.00000000000011 5.9000000000000012 5.7000000000000002 5.700000000000002 2.7000000000000006 1.5000000000000002 0.70000000000000007 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 7 -7 8 -1 -9 right_child=-2 2 -4 4 -6 6 -8 9 -10 -11 leaf_value=-0.0068133788010196501 -0.0058499365123107243 -0.0020721306960167882 0.013581476637312479 0.0039799661762405522 -0.01562636156123548 0.019511602736409332 -0.0048234524848953242 -0.011268887572452502 0.013153365313318453 3.1773046463414833e-07 leaf_weight=4.2825381066650134 5.9844046756625167 6.0467074662446958 5.0505105629563332 5.1102460436522943 4.6509347781538963 4.7644890099763852 5.5633144211024046 6.9056513831019393 6.3206859827041626 7691.0483845467679 leaf_count=23 21 28 22 27 22 16 30 39 25 26764 internal_value=1.73382e-06 6.25836e-06 0.00505206 -9.86685e-07 -0.00536191 5.79266e-06 0.00640295 -2.77816e-06 0.00508899 -9.79161e-06 internal_weight=7745.73 7739.74 11.0972 7728.65 9.76118 7718.89 10.3278 7708.56 10.6032 7697.95 internal_count=27017 26996 50 26946 49 26897 46 26851 48 26803 is_linear=0 shrinkage=0.03 Tree=1512 num_leaves=31 num_cat=0 split_feature=11 8 5 5 10 12 2 12 7 10 6 3 3 13 5 5 13 10 5 3 2 6 5 5 11 2 9 8 0 3 split_gain=0.218908 1.57611 2.86068 3.55995 2.3353 2.70171 1.77547 1.75224 1.55138 1.86545 1.53385 1.9882 2.06353 2.24349 2.06332 1.68395 1.17739 1.05606 0.91142 0.41265 2.02948 1.0607 1.18508 0.493976 2.06099 2.6212 2.93275 1.55604 4.01346 2.06607 threshold=-1.4999999999999996 3.9000000000000004 1.5350000000000008 1.2950000000000006 -0.49999999999999994 2.5000000000000004 0.90000000000000013 4.1000000000000005 1.3 0.33333333333333326 0.50000000000000011 2.7000000000000006 2.1000000000000005 1.7000000000000004 2.1550000000000011 2.3950000000000009 3.1000000000000005 1.0000000180025095e-35 1.8250000000000002 3.7000000000000006 0.70000000000000007 1.5000000000000002 2.6750000000000012 2.1250000000000009 2.1666666666666674 1.7000000000000004 6.7000000000000002 7.9000000000000012 350.00000000000006 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 -6 -1 8 18 -10 17 12 13 -12 -14 -13 -8 -3 -4 23 -21 22 -22 -2 27 26 -26 29 -29 -25 right_child=19 10 7 4 5 -7 16 -9 9 -11 11 15 14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=-0.009425631298780027 -7.8992335654266865e-05 0.016636746483524398 -0.0049383604082435971 0.030899615979887139 0.02175584183291385 -0.00075798609124637546 0.0003290650001564865 0.013477133412557954 -0.016067842366428286 0.0048058026358209216 -0.010151876424930914 -0.021052394805680393 0.010245666102108662 -0.000392034996014613 -0.0072687880990380026 0.0016519172007965367 0.016146375061762239 0.00023488831075532701 0.0071033895931039539 0.019584835985109735 0.0047488742931130696 -0.02049754980350911 -0.017295041793746208 -0.0084657283085053502 0.0047732952550524621 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0.00640876 -0.0125596 0.00665867 0.00919604 0.00161282 -3.37983e-05 -0.00470645 -0.00913588 -0.00328383 -2.44505e-05 0.000936133 0.00945031 0.0166033 0.000458294 0.00785906 1.99601e-05 internal_weight=8904.57 401.972 101.431 53.6929 26.5446 19.2249 27.1483 47.7378 41.5575 18.7528 300.542 286.287 273.73 238.345 35.3851 12.5568 17.6451 14.2546 22.8047 8502.6 16.9758 14.3577 9.4766 8485.62 455.926 24.228 15.8823 431.698 24.139 407.559 internal_count=27017 1288 334 158 78 57 80 176 151 64 954 908 839 719 120 69 51 46 87 25729 125 106 60 25604 1768 91 57 1677 80 1597 is_linear=0 shrinkage=0.03 Tree=1513 num_leaves=22 num_cat=0 split_feature=4 4 6 4 9 9 11 4 6 3 2 9 2 2 9 3 2 4 12 8 5 split_gain=0.218917 1.93271 1.7016 1.63381 1.19036 1.92323 1.37141 0.57974 2.56881 2.45326 3.92011 1.06484 0.834967 0.503663 3.74555 1.95684 0.706967 4.81824 1.08686 0.479951 0.00821271 threshold=2.4450000000000007 2.475000000000001 1.7000000000000004 2.4250000000000012 2.9000000000000004 3.3000000000000003 -1.4999999999999996 2.3550000000000009 0.90000000000000013 1.5000000000000002 2.5000000000000004 4.7000000000000002 2.1000000000000005 2.9000000000000004 7.5000000000000009 2.1000000000000005 2.7000000000000006 1.8850000000000005 5.700000000000002 6.5000000000000009 1.6600000000000006 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=3 19 4 7 -3 -6 -7 13 12 11 -11 -10 -9 16 15 -15 18 -18 -1 -2 -14 right_child=1 2 -4 -5 5 6 -8 8 9 10 -12 -13 20 14 -16 -17 17 -19 -20 -21 -22 leaf_value=2.6632559436341953e-05 0.008027803347718996 0.016796134411906652 -0.017810418756235812 -0.014866393234157895 -0.022844584292245108 -0.016438720280264208 0.0022109931593569682 -0.003650331638765885 0.0011815421264696089 -0.0045913582986235584 0.032042747610661504 -0.018602258827048308 -0.021799388709411258 0.0017313517153487953 -0.023827282742298658 0.014277464075557765 0.0065153254613263866 -0.0099435258396996275 -0.010249749510345947 0.02224253936895099 -0.02394745392003891 leaf_weight=7108.9513268992305 4.3357570618391019 4.1157769262790671 4.534139920026063 6.6635240092873564 3.1168394200503817 3.7455212622880927 67.5244678594172 3.0170111060142535 4.7959120925515908 5.84176207333803 4.779897041618824 5.0026137679815292 4.1849116086959839 71.788706935942173 4.6990240067243567 13.254454247653483 27.37873250991106 38.543441690504551 9.274775814265011 4.2169888727366924 2.595333544537425 leaf_count=25513 21 23 35 38 22 23 396 21 31 29 18 28 42 323 27 47 103 188 52 20 17 internal_value=-7.4454e-09 0.00145758 5.89603e-05 -1.82681e-05 0.00109106 0.000222105 0.00123088 -4.72221e-06 -0.00415148 0.00190723 0.0118945 -0.00891903 -0.0167795 1.25044e-05 0.00224606 0.00368673 -1.53965e-05 -0.00310785 1.32428e-05 0.0150365 -0.0226216 internal_weight=7402.36 91.5895 83.0367 7310.77 78.5026 74.3868 71.27 7304.11 30.2174 20.4202 10.6217 9.79853 9.79726 7273.89 89.7422 85.0432 7184.15 65.9222 7118.23 8.55275 6.78025 internal_count=27017 540 499 26477 464 441 419 26439 186 106 47 59 80 26253 397 370 25856 291 25565 41 59 is_linear=0 shrinkage=0.03 Tree=1514 num_leaves=31 num_cat=0 split_feature=9 11 5 11 10 10 11 7 13 8 10 2 4 3 5 13 4 6 10 4 9 4 4 8 4 2 2 9 8 2 split_gain=0.221813 1.91405 2.13424 1.43928 1.7459 3.38449 1.78274 1.38098 5.03354 2.19637 1.23176 3.63044 2.41188 2.29664 1.97059 2.37451 2.18157 2.14907 1.71937 1.94222 0.527342 2.73374 2.39996 4.54187 4.06015 3.22109 3.66236 2.18329 6.0705 4.50978 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 -0.49999999999999994 1.0000000180025095e-35 1.5000000000000004 1.1000000000000003 3.1000000000000005 4.5000000000000009 0.50000000000000022 0.90000000000000013 1.0950000000000009 1.1000000000000003 1.9500000000000004 2.7000000000000006 1.3550000000000006 1.5000000000000002 -1.1666666666666663 1.4550000000000007 6.7000000000000002 0.71500000000000019 1.1450000000000007 5.9000000000000012 0.98000000000000043 0.3000000000000001 0.70000000000000007 6.5000000000000009 4.1000000000000005 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 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 10 -3 7 6 -6 -5 9 -9 -4 14 -12 -13 -14 18 17 -17 -16 -2 -20 27 -22 23 24 -23 -24 -27 -1 29 -29 right_child=1 2 3 4 5 -7 -8 8 -10 -11 11 12 13 -15 15 16 -18 -19 19 -21 21 22 25 -25 -26 26 -28 28 -30 -31 leaf_value=-4.4631605974837007e-05 0.0066757023257647333 -0.0089542275600916418 0.015666810302049316 0.0015925603465254505 0.015510120780413967 -0.0012557943885267782 -0.016396026671666668 0.025451968962855939 -0.0061826247673683575 -0.0020627301935116013 0.020029166464471171 0.02835312788157859 -0.019108239878159843 0.00043166654352175108 0.0014001116625590644 -0.014769552907358395 0.0019811742881343367 0.017190447103269977 -0.0046598902445768526 -0.016995979971634791 0.018015068535936849 0.0033458749930551594 0.020931473314428579 -0.025871818058629897 -0.0069875030939222562 -0.0073165933913613979 0.00041120226980232539 0.013660211428768774 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-0.00863354 -3.1466e-05 -0.000757336 -0.000920478 -0.00429086 -0.00305691 -0.00011582 -0.000330047 5.65479e-05 0.00298771 0.0104552 internal_weight=7745.6 316.698 124.96 113.965 66.632 45.3287 21.3034 47.3328 20.2743 27.0585 191.738 57.6335 48.6005 46.1551 134.104 73.9503 27.9947 45.9556 60.154 52.604 7428.9 803.366 796.445 153.499 145.197 642.946 636.468 6625.54 221.073 67.889 internal_count=27017 1014 398 360 209 141 68 151 63 88 616 190 162 155 426 236 84 152 190 167 26003 2549 2529 447 422 2082 2063 23454 700 198 is_linear=0 shrinkage=0.03 Tree=1515 num_leaves=31 num_cat=0 split_feature=9 4 4 0 10 5 9 13 11 6 10 10 5 11 0 11 5 7 9 4 4 5 5 3 2 5 13 5 12 12 split_gain=0.215263 1.50019 3.23687 3.13036 2.88214 2.14421 3.28192 2.62987 3.08254 2.21499 4.01305 2.10559 1.68303 1.69847 3.81922 2.08269 1.62747 1.24161 0.767016 2.97283 3.17969 5.13291 4.26022 3.4662 4.20789 2.86495 2.0901 1.85968 2.29049 3.68271 threshold=6.3000000000000016 0.99000000000000055 1.0250000000000006 200.00000000000003 -0.49999999999999994 1.6050000000000004 6.5000000000000009 1.7000000000000004 -1.1666666666666663 1.7000000000000004 -1.0000000180025095e-35 -0.49999999999999994 0.97000000000000031 0.83333333333333337 475.00000000000006 -0.33333333333333309 1.2850000000000008 1.1000000000000003 5.5000000000000009 0.73500000000000032 1.2850000000000008 2.1350000000000011 1.9400000000000006 1.3 1.7000000000000004 2.5050000000000012 3.5000000000000004 2.225000000000001 3.5000000000000004 4.1000000000000005 decision_type=2 2 2 2 2 2 2 2 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 5 3 -3 -5 6 -2 -7 -9 16 -11 -10 -4 15 -15 -14 -8 -6 27 -20 21 22 -21 24 -22 -25 -23 -1 -29 -30 right_child=1 2 12 4 17 7 9 8 11 10 -12 -13 13 14 -16 -17 -18 -19 19 20 23 26 -24 25 -26 -27 -28 28 29 -31 leaf_value=-3.3281757524676852e-05 0.0069726373848599706 0.026984349180786255 -0.012603735120903519 0.021138374185201703 -0.012996711487233692 0.015429021697113108 -0.0059124934433036286 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144.87910962477326 11.583278261125086 4.6781934387981883 18.564700834453106 14.443432617932556 23.806280466727912 leaf_count=17280 30 22 29 22 26 36 20 23 59 22 21 152 1845 434 532 1723 50 27 41 1223 844 100 116 1576 460 47 18 70 56 113 internal_value=-1.65285e-06 -0.000326353 -6.4776e-05 0.00994995 0.00413896 -0.00371499 -0.00882999 -0.000258623 -0.00257484 -0.0130764 -0.00328371 -0.000425153 -0.000270488 -0.00018185 -0.00225179 0.00035495 -0.0189441 -0.00305115 6.53578e-05 0.000685441 0.000557443 -0.00148195 -0.0022809 0.00153775 0.00348926 -0.000115817 0.0109608 -8.54748e-05 -0.00548708 -0.00129059 internal_weight=8904 1523.22 1414.07 28.4616 21.2221 109.155 44.0164 65.1389 56.7587 34.6936 12.999 51.856 1385.61 1375.72 283.299 1092.42 21.6946 14.914 7380.77 1444.08 1431.42 464.692 436.654 966.726 443.415 523.311 28.0377 5936.7 56.8144 38.2497 internal_count=27017 5073 4660 97 75 413 143 270 234 113 43 211 4563 4534 966 3568 70 53 21944 4425 4384 1457 1339 2927 1304 1623 118 17519 239 169 is_linear=0 shrinkage=0.03 Tree=1516 num_leaves=31 num_cat=0 split_feature=4 2 10 11 11 0 4 11 4 13 5 9 8 8 7 9 2 7 5 11 6 3 4 12 5 9 10 9 11 4 split_gain=0.221637 2.17289 3.15447 2.54133 2.33649 2.41927 1.73372 1.70261 2.68507 2.84533 1.69948 2.40532 2.27285 2.05691 5.13213 3.54657 2.03824 3.18691 2.93837 1.56028 2.4357 1.68649 1.50728 2.10513 3.06839 2.10879 1.47052 1.36971 1.303 1.22193 threshold=2.0250000000000008 1.7000000000000004 0.33333333333333326 -1.1666666666666663 -0.83333333333333315 575.00000000000011 1.9400000000000006 -0.83333333333333315 2.1350000000000011 2.7000000000000006 1.5550000000000008 4.7000000000000002 5.9000000000000012 5.1000000000000005 1.5000000000000002 4.9000000000000012 1.7000000000000004 1.3 1.3750000000000007 -0.66666666666666663 1.1000000000000003 2.3000000000000003 2.0350000000000006 2.7000000000000006 0.82000000000000028 5.3000000000000016 -1.1666666666666663 5.3000000000000016 -1.0000000180025095e-35 1.9050000000000002 decision_type=2 2 2 2 2 2 2 2 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 -2 -5 -6 29 -4 9 -9 12 -12 13 14 -8 -15 18 -18 -14 20 -13 -21 27 25 -25 -24 -26 -3 -10 -1 right_child=1 22 7 4 5 -7 10 8 28 -11 11 19 16 15 -16 -17 17 -19 -20 21 -22 -23 23 24 26 -27 -28 -29 -30 -31 leaf_value=-1.5925823865661606e-05 0.015040806697792172 0.018050477704176084 -0.0026667283459112959 -0.021025044317312998 0.0035804020833735879 -0.0099947376746621752 0.0098000099725032326 0.01420508624037739 0.032662912455615846 -0.010016582795851938 -0.016067126331088137 0.016426152178453782 0.0070815859476536435 -0.022289539392686152 -0.015133959546574739 0.0029499327096093402 -0.0019814412957876661 0.018690626561052692 -0.015535250417731029 -0.0092685643270279481 -0.0048589747520055276 0.0027975597046613204 -0.02286244178419812 0.026188452194562367 0.003336160147626225 0.0012747002787597587 -0.0015396730582894428 -0.00053881800629497544 0.015518749025346057 0.0032409301304114698 leaf_weight=6577.9154240638018 9.4300953522324544 7.4274425730109197 7.2256699278950682 5.1426034942269316 45.166580095887184 16.000732533633709 19.51427644491196 12.190511204302313 6.3774958997964886 6.7993371784687033 16.813931085169315 8.0391253679990786 12.208981826901438 12.13828168064356 11.996930889785288 8.5329800620675069 11.685981318354608 15.768679991364477 8.9670672789216024 40.336715713143349 12.153199806809424 14.059057194739578 7.6068441011011583 3.8708205521106711 67.945769554004073 5.6977185681462288 308.11305440403521 6.8641240894794464 10.656823150813578 105.33916944265366 leaf_count=23344 35 31 28 22 179 80 73 42 23 24 64 29 57 57 55 38 55 77 38 156 44 57 55 19 303 31 1520 27 38 416 internal_value=4.5258e-08 0.000593263 0.00415989 0.000468764 -0.00160356 2.92868e-05 -4.53827e-05 0.0106239 0.0132897 0.00553249 -0.00285443 -0.00581698 -0.000168442 -0.00451696 0.000307162 -0.0118708 0.00449767 0.00989163 -0.00249559 -0.00350636 0.00361523 -0.00614997 -0.000448125 -0.000795945 -0.000385189 -0.0125256 -0.000658714 0.00912219 0.0219374 3.54076e-05 internal_weight=7401.99 526.516 118.99 75.74 66.3099 61.1673 6875.47 43.2498 36.0242 18.9898 192.215 91.402 100.813 52.1825 31.5112 20.6713 48.6307 27.4547 21.176 74.5881 20.1923 54.3958 407.526 393.234 379.93 13.3046 376.059 14.2916 17.0343 6683.25 internal_count=27017 2457 471 316 281 259 24560 155 127 66 800 350 450 223 128 95 227 132 95 286 73 213 1986 1928 1842 86 1823 58 61 23760 is_linear=0 shrinkage=0.03 Tree=1517 num_leaves=12 num_cat=0 split_feature=5 5 9 0 5 4 11 0 9 5 5 split_gain=0.227807 0.307041 1.48289 0.782948 0.528287 1.19061 0.377404 1.4867 1.21602 0.329633 0.347588 threshold=3.2350000000000008 2.9150000000000005 8.5000000000000018 475.00000000000006 2.8350000000000004 1.4950000000000008 -2.8333333333333326 350.00000000000006 5.9000000000000012 2.7950000000000004 2.725000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 -6 7 -1 -9 10 -8 right_child=-2 2 -4 -5 5 -7 9 8 -10 -11 -12 leaf_value=-0.0053943474407219302 -0.0058527078697901908 0.019157378257366232 -0.0080788450301186015 0.002833231693058456 0.005577807312898391 -0.014209208992426114 -8.27669868017977e-07 0.021211723676833362 0.0021053448224642914 0.0064216399700050492 -0.0046125635514134792 leaf_weight=8.7229014486074465 5.9770275950431815 5.159477178007366 5.8033194094896308 5.4244536906480789 4.5080964863300306 6.9657080583274364 7668.4227575291879 5.53316732496023 6.5431542620062828 7.1792567223310462 14.737102359533308 leaf_count=28 21 24 19 23 20 24 26738 18 25 26 51 internal_value=1.85696e-06 6.37859e-06 0.00410848 0.010791 -2.326e-06 -0.00643482 7.24525e-06 0.0040429 0.0108596 -3.66956e-06 -9.67346e-06 internal_weight=7744.98 7739 16.3873 10.5839 7722.61 11.4738 7711.14 20.7992 12.0763 7690.34 7683.16 internal_count=27017 26996 66 47 26930 44 26886 71 43 26815 26789 is_linear=0 shrinkage=0.03 Tree=1518 num_leaves=31 num_cat=0 split_feature=11 8 2 6 8 5 5 6 2 8 4 3 2 13 13 11 7 4 9 6 11 9 6 3 2 5 3 6 2 12 split_gain=0.214469 1.54554 5.1591 2.99135 2.78042 3.33098 6.43653 2.74971 3.76215 2.76084 2.70696 5.50712 2.93199 2.42936 3.58438 2.34129 1.75122 1.67877 1.67289 1.04647 0.407182 2.44665 3.8893 2.97992 3.17792 2.9724 3.78013 5.08062 3.58399 2.88876 threshold=-1.4999999999999996 5.7000000000000002 1.1000000000000003 1.9000000000000001 5.3000000000000016 1.5450000000000002 1.4650000000000007 1.9000000000000001 0.90000000000000013 4.1000000000000005 1.5950000000000004 1.5000000000000002 1.3 2.5000000000000004 3.3000000000000007 -1.8333333333333328 2.3000000000000003 2.3550000000000009 5.5000000000000009 0.90000000000000013 -1.1666666666666663 5.3000000000000016 0.50000000000000011 1.5000000000000002 1.5000000000000002 1.2250000000000008 1.7000000000000004 1.9000000000000001 1.3 3.3000000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 18 5 6 16 8 -7 -9 11 -4 -12 19 -15 -8 -1 -14 -3 -6 21 25 -23 29 -25 -2 28 -28 -27 -24 right_child=20 2 10 -5 13 7 15 9 -10 -11 12 -13 17 14 -16 -17 -18 -19 -20 -21 -22 22 23 24 -26 26 27 -29 -30 -31 leaf_value=0.0019441708058283485 -0.0032664959437020474 -0.02950387013716441 -0.002473269236521657 0.0035191828640562233 0.0072580381470330737 0.0096834536243169123 0.0088503601943614434 -0.001926320630088697 -0.003927278408411906 -0.021172247134164282 0.014381427007778728 0.027088483186655136 -0.0077252566893654178 0.026456825258387516 0.0013033265903004373 0.027774258742571768 -0.01328977704168007 0.0066674550377780351 -0.011102572655399252 -0.0090292154398562696 1.3688646486179191e-05 -0.021020501609006259 -0.0077242063647858317 0.0079756532522074468 -0.0051471607462766893 0.0014199918253434607 -0.0088807987371397508 0.016012191801462961 0.012322765729786425 0.010744651425227503 leaf_weight=106.95001073181629 93.361369118094444 9.4868345707655006 13.693819209933283 6.0566246658563605 8.1672362834215146 24.407486028969288 11.902786687016487 13.691691689193251 72.77366566285491 13.151981579139827 8.0926196873188001 9.6813726946711522 40.12681569904089 12.440992847085001 8.6393902003765088 11.63646200299263 7.251871556043624 8.9139956161379796 8.3689336478710157 6.2805700637400141 8083.7970680836588 10.935094475746153 83.584026277065277 38.120989853516221 29.431029699742794 57.74368742108345 35.960348840802908 9.2842737138271314 51.191733919084072 8.3869073688983899 leaf_count=311 269 29 39 20 24 91 36 51 253 53 25 31 127 36 25 33 21 33 28 22 24450 34 248 142 98 167 116 28 151 26 internal_value=-1.51638e-06 0.000675843 -0.00246395 -0.0146995 0.00177866 0.000709818 0.00392106 -0.00285657 -0.000508881 -0.0113558 0.00117021 0.00977041 -0.00234841 0.0096537 0.0161481 0.0182053 0.000976808 -0.00510914 -0.0208792 0.000177847 -3.3522e-05 -0.000946541 -0.00371243 -0.00252598 0.00225831 0.000958061 0.00351618 -0.00377271 0.0065435 -0.00604002 internal_weight=8903.51 401.715 104.421 23.9124 297.294 261.766 137.741 124.025 97.1812 26.8437 80.5086 23.3752 57.1334 35.5282 21.0804 23.5392 114.202 49.0408 17.8558 14.4478 8501.8 417.999 170.458 159.523 67.552 247.541 154.18 45.2446 108.935 91.9709 internal_count=27017 1288 332 77 956 849 401 448 344 104 255 70 185 107 61 69 332 160 57 46 25729 1279 548 514 240 731 462 144 318 274 is_linear=0 shrinkage=0.03 Tree=1519 num_leaves=26 num_cat=0 split_feature=2 5 6 2 7 9 8 10 13 2 4 8 2 2 4 11 4 7 2 8 8 0 4 12 4 split_gain=0.217833 1.65297 1.40546 1.54585 1.1464 2.66892 1.94579 1.23057 0.681077 0.633123 0.49625 0.4681 0.540972 0.456951 3.19851 2.10516 1.28135 1.2609 0.579138 2.34341 4.28653 2.45485 0.426134 1.29633 0.444508 threshold=3.3000000000000003 1.5850000000000006 0.90000000000000013 3.5000000000000004 1.5000000000000002 4.3000000000000016 5.3000000000000016 1.0000000180025095e-35 2.9000000000000008 3.5000000000000004 2.7350000000000008 1.1000000000000003 1.3 3.1000000000000005 1.9250000000000003 0.50000000000000022 2.2050000000000005 1.7000000000000004 2.9000000000000004 4.9000000000000012 4.3000000000000016 525.00000000000011 2.6350000000000011 3.1000000000000005 2.5750000000000006 decision_type=2 2 2 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 4 3 -3 6 -6 -2 -8 -7 -4 -5 12 -1 18 -15 17 -17 -16 22 20 -20 -21 24 -24 -13 right_child=1 2 9 10 5 8 7 -9 -10 -11 -12 13 -14 14 15 16 -18 -19 19 21 -22 -23 23 -25 -26 leaf_value=5.8154452370544479e-05 -0.001815470907911959 0.012055846002850508 -0.025145832795626138 -0.021708478997184557 0.015867311739060554 -0.022347446596358438 0.0078217515405722554 0.028724162625546827 -0.0022183223768824731 -0.0072832859171988494 -0.00040998982898557895 -2.0067655633543231e-05 -0.015656819046861697 -0.024142279564458701 -0.011556508324001619 0.023999629558418716 0.0013183307121720086 0.007050599296984237 -0.0032706946447182404 -0.010273843938124208 0.026013034619461098 0.0054458671627761451 0.018142016658198798 0.00071982725936321843 -0.0084781593648872045 leaf_weight=4.2087029218673697 6.0464395992457929 5.7906233370304125 3.2377330064773551 2.2100940961390738 4.8462481833994371 3.5827525313943624 4.4910067748278362 5.8197200372815132 2.6184920519590378 3.9824612103402615 1.7755519300699232 7232.8424300923944 3.7087382674217224 5.6009630411863354 10.522042356431486 4.4405222535133344 4.5270813889801502 4.7606139518320552 8.6598755121231097 15.623071879148482 9.3627009168267232 20.903766147792339 4.6635837852954891 21.864565573632717 5.5964621454477301 leaf_count=21 31 26 16 27 26 33 28 27 20 30 13 26128 21 29 57 17 26 26 31 78 35 103 23 103 42 internal_value=1.07844e-07 0.00209508 -0.00525496 0.00215881 0.00665361 -0.000812592 0.0116962 0.0196198 -0.0138479 -0.0152933 -0.0122203 -1.25353e-05 -0.00730315 -4.68117e-06 -0.00370885 0.00101055 0.0125495 -0.00576031 1.04256e-05 0.00309002 0.0119422 -0.00127769 -1.26977e-05 0.00378261 -2.66071e-05 internal_weight=7401.69 44.4011 16.9965 9.77627 27.4047 11.0475 16.3572 10.3107 6.20124 7.22019 3.98565 7357.29 7.91744 7349.37 29.8512 24.2503 8.9676 15.2827 7319.52 54.5494 18.0226 36.5268 7264.97 26.5281 7238.44 internal_count=27017 277 112 66 165 79 86 55 53 46 40 26740 42 26698 155 126 43 83 26543 247 66 181 26296 126 26170 is_linear=0 shrinkage=0.03 Tree=1520 num_leaves=31 num_cat=0 split_feature=4 2 4 5 7 13 9 4 11 9 8 4 4 0 11 9 2 6 6 13 5 7 9 2 13 5 8 9 9 12 split_gain=0.223445 1.71734 2.57766 1.51473 1.29953 1.52071 1.56708 3.34182 4.13026 2.2123 2.03807 1.9554 1.35112 1.3461 4.18588 2.3906 1.84124 1.78472 1.5453 1.5326 1.04515 2.50416 1.11001 2.78091 3.55213 2.3283 1.21244 1.91146 1.8764 0.47484 threshold=1.3150000000000006 0.3000000000000001 1.3950000000000007 1.3650000000000007 1.0000000180025095e-35 1.5000000000000002 5.7000000000000002 1.0450000000000006 1.1666666666666672 6.1000000000000005 5.3000000000000016 0.92500000000000027 1.1650000000000007 525.00000000000011 1.1666666666666672 2.5000000000000004 1.5000000000000002 3.3000000000000003 1.3 5.5000000000000009 0.7150000000000003 2.3000000000000003 2.3000000000000003 1.9000000000000001 3.7000000000000006 1.0050000000000006 4.5000000000000009 3.3000000000000003 5.5000000000000009 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 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 -1 6 7 11 -9 12 -11 -6 -8 17 15 -15 -16 18 -7 -19 21 29 23 24 -22 -25 28 -28 -24 -3 right_child=1 20 3 -5 5 13 9 8 -10 10 -12 -13 -14 14 16 -17 -18 19 -20 -21 22 -23 26 25 -26 -27 27 -29 -30 -31 leaf_value=-0.010603503806936421 0.021355812868420615 -0.0092163513761947952 -0.011829231820605841 0.0085083719193193002 0.00091944237321210859 -0.00088159293633293116 0.0259329166956658 0.0066475371224838029 -0.016588063227865917 0.0066675294205378348 -0.0094844395133883343 -0.01452516597016993 0.0074989828064189424 0.0090421191733835189 0.0059319178733873001 -0.0021887473134908422 -0.0085883594397269652 -0.017989790776813463 0.00078252235823141395 0.0012818030316389686 0.0037143972985621953 0.011950958096903915 0.0017000858395705093 0.011304595923828674 0.028431817312466152 -0.024072770980663617 -0.0029969158036260365 -4.5772551969931691e-05 -0.00061072091916183218 -0.022655664871238729 leaf_weight=10.742645509541033 8.5685828626155871 4.3418613485991937 5.4856133460998526 8.2570475786924344 12.943966642022135 787.55656142532825 7.3118506520986539 62.137981683015823 7.7430885136127463 33.428481444716454 8.9035666286945325 17.156590640544891 7.0085853636264801 17.425782173871994 88.284408174455166 807.75516254454851 8.627763628959654 9.0549570173025113 1386.1313536390662 6.296477571129798 22.749478708952669 3.9158739959821096 839.40735420584679 2.6179945506155482 6.7958336323499671 4.6447554379701614 212.3234168915078 2834.4622679846361 507.44156703725457 5.1997159905731678 leaf_count=34 26 28 19 25 39 2542 21 195 25 99 26 52 21 63 271 2597 30 30 4178 20 103 23 2941 21 25 31 1011 10887 1588 46 internal_value=1.6402e-06 0.000139702 0.00844204 0.000390277 -0.000186437 -0.000152191 0.00273207 0.000473293 0.00407294 0.00671842 0.00327034 -0.00788361 0.0169111 -0.000297403 -0.00125888 -0.00195158 0.00463923 0.000107604 0.000179591 -0.0100854 9.80185e-05 -0.00824976 0.000123375 0.00531138 0.00939975 -0.0113203 7.99118e-05 -0.000251431 0.000829462 -0.0165402 internal_weight=7744.72 4466.21 22.3112 13.7427 3278.51 3267.77 156.634 99.9816 69.8811 56.6525 42.332 30.1006 14.3204 3111.13 922.093 825.181 96.9122 2189.04 2173.69 15.3514 4443.9 13.4575 4430.44 36.8081 29.5453 7.26275 4393.63 3046.79 1346.85 9.54158 internal_count=27017 16774 70 44 10243 10209 478 311 220 167 125 91 42 9731 2961 2660 301 6770 6720 50 16704 97 16607 180 128 52 16427 11898 4529 74 is_linear=0 shrinkage=0.03 Tree=1521 num_leaves=31 num_cat=0 split_feature=13 8 13 4 6 4 11 3 9 5 9 9 4 13 12 2 11 4 8 9 4 4 5 7 3 9 6 8 12 9 split_gain=0.216173 1.10653 3.05814 2.41453 2.29706 2.23478 2.83514 2.96125 2.0593 2.08114 1.32302 4.11182 2.41147 0.808405 4.77547 3.57585 2.93198 2.95007 2.54902 2.28072 2.51208 1.76033 1.59819 0.82932 0.615768 2.14267 2.68932 1.26888 0.708922 0.848198 threshold=1.3000000000000003 7.1000000000000005 1.1000000000000003 1.8750000000000002 0.50000000000000011 2.0750000000000006 0.83333333333333337 1.9000000000000001 7.9000000000000012 2.2350000000000008 4.7000000000000002 4.5000000000000009 1.9250000000000003 1.5000000000000002 2.3000000000000007 1.3 1.5000000000000004 1.4850000000000005 7.5000000000000009 6.9000000000000012 1.0350000000000008 1.3550000000000006 1.6850000000000005 1.0000000180025095e-35 2.9000000000000004 8.1000000000000014 1.3 7.3000000000000016 5.700000000000002 9.9000000000000021 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 4 -4 -3 8 7 -7 10 -10 11 -1 -12 14 15 19 18 -18 21 20 -2 -16 -20 -15 28 27 -27 -26 29 -25 right_child=13 2 3 -5 -6 6 -8 -9 9 -11 12 -13 -14 23 16 -17 17 -19 22 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31 leaf_value=0.00097998927388382351 0.012004583338674407 -0.024336810841499287 -0.0082042687857437225 0.015492338841376142 -0.0010230910503558771 0.023149548919837674 -0.0067006553653882559 -5.3705961685912865e-05 -0.023345315714258037 0.0029218791347617266 0.0040350285802042635 -0.016782625476400685 -0.010589802925793267 0.0093493841695244124 -0.01231640507303931 0.018442551386746862 0.02346754252197648 -0.0018021683012847593 0.018659666366873717 0.017073318809024997 -0.0037877313291536734 -0.0048136577074987591 -0.0027440093240386487 4.8218926364451732e-05 -0.0041328585380525631 -0.0095815910096270548 0.018589863838469986 0.0073758837660613044 0.0071936368912372704 -0.0070109864832426884 leaf_weight=75.341697208583355 11.418901488184927 8.6187799721956235 7.0616625100374231 8.5621736794710142 6.808056667447091 13.766761243343359 7.4208336770534506 7.7294730544090262 6.3740928173065168 4.7284800633788109 129.28110670670867 13.891661018133162 11.011389613151549 8.5708304364234191 37.315039802342653 13.783718124032019 6.4201132357120541 11.800077758729456 5.9616815298795682 7.5209117829799643 43.983162432909012 114.52284824475646 6.6330668330192566 8170.881071286276 112.84658516664058 4.5655031874775878 9.186132147908209 9.3352202475070936 12.469225384294985 15.347699631005524 leaf_count=230 35 28 22 32 23 54 25 24 25 20 419 40 36 33 130 40 22 39 22 24 129 368 20 24400 547 23 56 31 56 64 internal_value=-1.38205e-06 0.000789428 -0.00457338 0.00478194 -0.0140482 0.0014072 0.00928707 0.0148063 0.000460257 -0.0121584 0.00107064 -0.00178526 0.00288714 -2.9015e-05 -0.00167846 0.0046032 -0.0043165 0.00710193 -0.00558173 0.0015716 -0.000532782 -0.0066575 0.00738735 2.22601e-05 1.26686e-05 -0.00198994 0.00923702 -0.00325354 4.58716e-05 3.49842e-05 internal_weight=8903.16 300.596 31.0507 15.6238 15.4268 269.545 28.9171 21.4962 240.628 11.1026 229.526 89.2334 140.292 8602.56 259.36 76.7067 182.653 18.2202 164.433 62.923 55.4021 151.838 12.5947 8343.2 8334.63 135.933 13.7516 122.182 8198.7 8186.23 internal_count=27017 978 105 54 51 873 103 78 770 45 725 270 455 26039 829 228 601 61 540 188 164 498 42 25210 25177 657 79 578 24520 24464 is_linear=0 shrinkage=0.03 Tree=1522 num_leaves=31 num_cat=0 split_feature=8 4 0 9 5 2 13 4 11 3 6 4 5 7 8 11 10 11 13 4 2 11 9 2 9 5 4 4 5 13 split_gain=0.22241 1.1658 1.25954 2.05286 3.7855 3.31488 3.15638 2.02662 2.40049 3.24996 2.40363 2.21316 2.41047 1.74558 4.45726 2.14166 0.846866 0.831044 0.625003 4.01491 2.48613 3.29568 2.44168 2.38569 1.6121 0.854551 2.22822 4.06194 1.84169 2.24815 threshold=6.3000000000000016 0.97000000000000031 475.00000000000006 4.3000000000000016 1.7250000000000003 0.90000000000000013 2.7000000000000006 1.5850000000000006 0.83333333333333337 2.9000000000000004 1.7000000000000004 1.5650000000000008 1.5350000000000008 2.1000000000000005 7.3000000000000016 0.50000000000000022 2.8333333333333344 1.0000000180025095e-35 1.5000000000000002 1.3850000000000007 0.50000000000000011 1.0000000180025095e-35 5.3000000000000016 0.70000000000000007 4.9000000000000012 2.2750000000000008 0.9650000000000003 1.0450000000000006 2.225000000000001 3.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 -2 3 4 5 -3 -6 11 10 -10 -9 12 -4 15 -15 -5 18 -18 19 20 22 -22 -1 -21 -25 28 -27 -28 -20 -30 right_child=1 2 7 13 6 -7 -8 8 9 -11 -12 -13 -14 14 -16 -17 17 -19 25 23 21 -23 -24 24 -26 26 27 -29 29 -31 leaf_value=-0.003214075842184532 -0.012311258809224297 0.0082826548220017119 -0.00058137190981444114 -0.0016360444439239728 0.0035695429856222134 -0.0027315004806806988 0.032483596044028298 -0.00067494252911520964 0.0051851218220847024 -0.020099461364369214 -0.00807900585724005 0.017569635163069718 0.0067938629819129818 -0.0034426366287727108 0.022176981808282065 -0.0069191699447474723 -0.00075446494439958462 0.016186640948379006 -6.1943893014972646e-06 0.020833183871419598 -0.0055785392356223727 0.0034357676492499873 -0.025953186113073592 0.0064817771763843301 0.0011310029518004014 -0.01475141269136662 0.016856966831184046 -0.0023793288944105027 0.002064424319469179 0.017165168603424121 leaf_weight=9.8049295991659182 7.3456993252038947 32.700165584683418 94.086463145911694 215.70149249210954 7.5698032900691015 99.191941000521183 6.1654651015996933 256.00903481803834 83.620456963777542 4.8400063514709464 46.652032908052206 9.327589884400366 69.230096027255058 20.001116108149294 8.801102437078951 101.57784076407552 4.7357948422431928 5.7949406467378139 5721.6349893193692 7.2459366619586936 72.578611135482788 73.436663061380386 7.5014862418174735 85.870497092604637 123.64201102778316 11.637181051075457 10.536711595952509 158.38394405692816 33.749918200075626 12.037825413048266 leaf_count=35 34 112 346 855 28 420 20 1269 359 25 210 33 249 83 43 421 22 22 20072 25 265 250 31 321 473 61 45 723 125 40 internal_value=3.10708e-07 -0.000401302 -0.000318414 -0.0014281 0.00156014 -7.47963e-07 0.0165484 0.000649437 -0.000545592 0.00380171 -0.0018162 0.00335675 0.002545 -0.00268551 0.00438596 -0.00332745 6.7651e-05 0.00856803 5.35052e-05 0.00123294 -0.00231918 -0.0010449 -0.0130704 0.00390937 0.00332406 -2.18615e-05 -0.00205416 -0.00117943 4.17627e-05 0.00603449 internal_weight=7401.41 1062.82 1055.47 491.709 145.627 131.892 13.7353 563.766 391.122 88.4605 302.661 172.644 163.317 346.082 28.8022 317.279 6338.59 10.5307 6328.06 380.08 163.322 146.015 17.3064 216.758 209.513 5947.98 180.558 168.921 5767.42 45.7877 internal_count=27017 4507 4473 1982 580 532 48 2491 1863 384 1479 628 595 1402 126 1276 22510 44 22466 1400 581 515 66 819 794 21066 829 768 20237 165 is_linear=0 shrinkage=0.03 Tree=1523 num_leaves=31 num_cat=0 split_feature=0 10 12 12 12 2 12 11 5 13 3 10 9 10 9 8 5 12 11 4 7 11 4 7 13 8 9 8 2 4 split_gain=0.223503 1.10127 2.7728 3.28064 2.99072 3.06203 3.59438 3.35085 2.72471 2.71048 2.49723 2.37757 2.33659 2.29275 2.23056 3.50425 4.52897 3.8015 2.85359 3.53286 3.03722 2.19954 2.65084 1.99472 1.97878 1.69369 3.03034 2.66892 0.839122 1.12249 threshold=575.00000000000011 -0.49999999999999994 3.7000000000000006 4.1000000000000005 3.1000000000000005 1.5000000000000002 2.7000000000000006 0.83333333333333337 1.8550000000000004 4.1000000000000005 2.3000000000000003 -1.0000000180025095e-35 7.5000000000000009 -1.4999999999999996 4.3000000000000016 5.3000000000000016 1.4650000000000007 2.5000000000000004 -0.33333333333333309 1.6000000000000008 1.3 1.0000000180025095e-35 1.5250000000000006 1.1000000000000003 2.3000000000000007 5.1000000000000005 3.9000000000000004 4.3000000000000016 3.3000000000000003 2.2850000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 2 4 8 5 6 -2 -7 13 14 -10 -11 24 -4 15 17 -17 -3 20 -20 -16 22 -6 -23 -5 27 -27 -13 29 -1 right_child=1 9 3 12 21 7 -8 -9 10 11 -12 25 -14 -15 18 16 -18 -19 19 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-9.4486971964182387e-05 -0.00049090154122889869 0.0055060794948668234 0.031707342919396427 0.006765403058651245 0.0061712464237320009 0.0088382112934417677 -0.011392948777416976 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16.861247576773167 5.1626087240874794 10.90119359642267 10.457647662609814 15.887632160447536 71.807437919080257 leaf_count=21359 541 235 40 116 51 231 112 25 32 32 21 68 22 70 567 350 127 213 726 660 446 54 126 79 107 22 44 40 125 376 internal_value=1.29192e-06 0.000367935 -0.000982049 0.00393146 -0.00232093 -0.000718656 -0.00242829 0.00622603 0.0108871 0.000953384 0.00111559 -0.00538677 -0.00129422 0.0180887 0.00139325 0.00418393 0.00895151 0.000808916 0.000513805 0.00221349 -0.00191559 -0.0079561 -0.00305062 -0.0140707 0.00121055 -0.00821797 -0.000323633 -0.0123438 -6.95516e-05 -5.26536e-05 internal_weight=7744.29 1254.06 379.34 81.2313 298.108 232.111 186.258 45.8529 34.8476 874.717 14.7857 56.7489 46.3837 20.0619 817.968 196.004 81.2414 114.762 621.964 365.94 256.024 65.997 36.6191 29.378 40.7453 46.8001 16.0638 30.7363 6490.23 6474.34 internal_count=27017 5157 1627 408 1219 909 653 256 163 3530 53 206 245 110 3324 925 477 448 2399 1386 1013 310 177 133 223 174 66 108 21860 21735 is_linear=0 shrinkage=0.03 Tree=1524 num_leaves=31 num_cat=0 split_feature=9 4 4 5 3 11 8 6 10 5 5 11 0 11 10 9 7 5 6 5 5 0 3 5 5 12 4 10 11 5 split_gain=0.213688 1.44406 3.09579 3.07033 2.74864 2.09931 2.57708 2.2942 3.01 1.79121 1.61777 1.63194 3.65528 1.99636 1.34263 0.731755 2.67893 3.18976 3.76911 3.56016 2.36053 2.79435 2.68492 2.54972 2.4897 1.89975 1.87397 2.26947 1.86669 1.4106 threshold=6.3000000000000016 0.99000000000000055 1.0250000000000006 1.3650000000000007 1.5000000000000002 1.8333333333333337 5.9000000000000012 2.3000000000000003 -1.0000000180025095e-35 1.5650000000000006 0.97000000000000031 0.83333333333333337 475.00000000000006 -0.33333333333333309 -0.33333333333333331 5.3000000000000016 1.9000000000000001 1.1150000000000009 2.3000000000000003 1.7250000000000003 2.495000000000001 575.00000000000011 2.5000000000000004 2.6750000000000012 2.0950000000000011 4.3000000000000016 1.2450000000000008 -0.33333333333333331 -1.1666666666666663 2.305000000000001 decision_type=2 2 2 2 2 2 2 2 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 5 3 -3 -5 6 7 9 -9 -2 -4 13 -13 -12 -6 29 20 26 28 -20 22 23 24 -22 -17 -24 -18 -28 -19 -1 right_child=1 2 10 4 14 -7 -8 8 -10 -11 11 12 -14 -15 -16 16 17 18 19 -21 21 -23 25 -25 -26 -27 27 -29 -30 -31 leaf_value=-7.9123479927994747e-05 -0.013278329646868805 0.02955481429797641 -0.012364489318702434 -0.0052894990268161062 0.027250212935522874 0.015363664467822731 0.013544633171951837 -0.009350383714141661 0.018164393463620591 -0.0042223486216504064 -0.00090592053021035538 0.0014421117031224325 -0.0053922475833063583 0.0016599586606069968 0.0062780769569526426 -2.6210952349098858e-05 0.022301967309425661 -0.0050206199658526613 -0.014723321420730391 0.011288404359174789 0.02620301521393335 -0.0089951583078231347 -0.0089413028133684819 -0.00082072719694274265 0.0056582196744811922 -0.00013425147731726671 -0.0054576062807871039 0.015161695206092922 0.0040312023023733514 -0.0074730814820739488 leaf_weight=5445.2559817507863 31.977873548865318 5.6332235038280514 9.88167856633663 11.753952443599703 4.9046313166618374 4.9860843047499648 6.6226965971291056 6.7333902642130852 7.6366038098931295 51.018664333969355 560.41507170535624 131.71674844622612 151.37473135069013 531.94164187274873 6.2461741790175394 1417.9122846871614 10.866674840450289 22.491820685565472 20.31386294960976 6.175146371126174 9.5250952988863009 4.8939946442842475 50.472800333052874 4.6892201174050561 72.911016680300236 39.135134361684322 8.070199631154539 11.870904460549353 232.01976864784956 23.321110635995865 leaf_count=16006 105 16 29 36 20 21 20 27 26 214 1845 434 532 1723 25 4223 30 67 60 20 41 16 206 28 254 153 24 37 665 114 internal_value=-8.12597e-07 -0.000324367 -6.78914e-05 0.00971276 0.00483278 -0.00365193 -0.00456369 -0.00579539 0.00527171 -0.00771154 -0.000269374 -0.000182479 -0.00221236 0.000343578 0.0155026 6.59526e-05 0.000571248 0.00311506 0.00211037 -0.00865944 7.53658e-05 0.0105564 -5.13561e-05 0.017288 0.000251795 -0.00509493 0.012279 0.00681703 0.00323127 -0.000110656 internal_weight=8902.77 1522.84 1413.87 28.538 22.9048 108.975 103.989 97.3665 14.37 82.9965 1385.33 1375.45 283.091 1092.36 11.1508 7379.93 1911.35 311.808 281.001 26.489 1599.54 19.1083 1580.43 14.2143 1490.82 89.6079 30.8078 19.9411 254.512 5468.58 internal_count=27017 5073 4660 97 81 413 392 372 53 319 4563 4534 966 3568 45 21944 5824 903 812 80 4921 85 4836 69 4477 359 91 61 732 16120 is_linear=0 shrinkage=0.03 Tree=1525 num_leaves=24 num_cat=0 split_feature=4 4 12 10 7 7 13 0 11 4 0 5 5 5 0 5 2 5 13 3 5 9 5 split_gain=0.219126 1.95355 2.90396 2.74545 2.52048 2.71477 2.61561 2.47824 2.01582 2.16017 2.09837 1.64632 0.895958 0.417554 1.8503 0.558194 1.41998 0.422438 3.51277 3.07973 0.969092 1.97579 1.05959 threshold=0.79500000000000026 0.78500000000000036 1.7000000000000004 1.0000000180025095e-35 0.90000000000000013 1.7000000000000004 4.1000000000000005 575.00000000000011 0.83333333333333337 0.73500000000000032 525.00000000000011 1.3950000000000007 1.4550000000000007 0.62500000000000033 475.00000000000006 0.67500000000000016 1.1000000000000003 0.74500000000000033 2.5000000000000004 0.50000000000000011 0.79500000000000004 3.5000000000000004 0.88500000000000023 decision_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 11 7 -7 -6 9 10 -5 -1 -11 14 -2 16 -15 18 -17 -20 21 -19 -22 right_child=13 2 -4 8 5 6 -8 -9 -10 12 -12 -13 -14 15 -16 17 -18 20 19 -21 22 -23 -24 leaf_value=-0.022534931644551226 -0.016497021619964768 0.028025636108585161 0.00064687761773179401 0.0025831190150877245 0.00080738955847641468 -0.016273262186334486 0.0050928921516142861 0.020564145106142729 0.018994954020084307 -0.014576315794728272 0.022130954856277241 -0.0043296678344902266 0.00130367925268045 0.017393070374259433 0.0043465265983195587 0.01237474494034793 -0.0034582657155919081 -0.0022617127535673066 0.0044850840616291439 -0.019080288580621871 -0.002700184626216311 0.0096180999434860009 1.2417323475454666e-05 leaf_weight=8.659202918410303 6.9125029705464831 5.8075349926948538 8.7245190739631635 17.143518276512626 40.514900781214237 15.12120805680752 7.8250595182180396 6.6524540334939948 8.6749466210603696 6.7239231020212156 6.9442194402217856 9.2420956566929799 6.0972688347101212 5.6330153942108137 8.6039733514189702 8.7897384911775607 6.1469618529081345 23.436063680797815 8.0220936536788958 13.21065955236554 132.04177990555763 27.250148601830006 7012.7964637763798 leaf_count=36 35 19 29 59 147 63 26 23 26 23 21 37 22 18 38 32 27 90 35 59 516 97 25539 internal_value=2.20456e-07 0.00114246 0.0115884 6.20823e-06 -0.00308874 -0.00052352 -0.00898705 0.00359387 0.00598205 0.00292354 0.00821854 -0.0131359 -0.0070244 -2.31084e-05 -0.00493916 -1.25686e-05 0.00651254 -2.32066e-05 -0.00357441 -0.0101769 -8.38966e-06 0.00412517 -3.77135e-05 internal_weight=7400.97 148.131 14.5321 133.599 88.0149 70.1136 22.9463 47.1674 45.5839 36.9089 24.0877 17.9013 12.8212 7252.84 15.5165 7237.33 11.78 7225.55 30.0225 21.2328 7195.52 50.6862 7144.84 internal_count=27017 531 48 483 332 259 89 170 151 125 80 73 45 26486 73 26413 45 26368 126 94 26242 187 26055 is_linear=0 shrinkage=0.03 Tree=1526 num_leaves=18 num_cat=0 split_feature=11 0 5 11 2 9 3 9 9 12 11 13 12 2 2 0 4 split_gain=0.218853 1.48219 0.402334 0.305888 1.17173 3.13133 2.14643 1.72877 3.43807 1.90628 0.439026 2.18776 1.69584 1.69175 0.463945 1.70874 0.581246 threshold=3.1666666666666674 475.00000000000006 3.2250000000000001 1.8333333333333337 0.70000000000000007 4.5000000000000009 2.1000000000000005 3.9000000000000004 3.5000000000000004 2.9000000000000008 1.5000000000000004 3.9000000000000008 3.1000000000000005 0.90000000000000013 2.9000000000000004 875.00000000000011 2.475000000000001 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 8 -6 -9 14 12 -12 -13 16 -16 -1 right_child=1 -3 -4 4 7 6 -8 9 -10 -11 11 13 -14 -15 15 -17 -18 leaf_value=-2.8969557482889669e-06 -0.0055593469933420655 0.014486710503773511 -0.0075229891400671028 -0.011644329161473116 -0.0050097169238182597 0.001456061526668916 0.019376424878116746 -0.009444172874901546 0.016656739631216787 -0.0014788805706692845 -0.0020770680851512268 -0.00083738579993337199 0.0033221720520405806 0.017412342559081417 -0.00049916905957830772 -0.012963415995671995 0.00365988149336625 leaf_weight=7157.121847037226 7.0786950141191465 6.2511426135897636 6.4027982205152503 8.4203120768070203 14.212513715028763 13.256139680743219 11.01289354264736 34.750168994069099 12.292418375611305 121.89619901403785 113.01460601389408 7.142075419425967 97.54414982907474 12.701999880373476 70.254637049511075 11.52239611931145 39.206099390052259 leaf_count=24552 23 22 22 28 59 39 34 113 43 419 372 21 346 39 475 147 263 internal_value=7.23489e-07 0.00384143 -5.89889e-06 3.32114e-07 -0.00111315 0.00411888 0.00958803 -0.00204697 0.00503872 -0.00324589 3.23403e-05 0.00132164 0.000424202 0.0108441 -8.47511e-06 -0.00225538 1.70581e-05 internal_weight=7744.08 13.3298 7730.75 7724.35 215.841 32.6893 24.269 183.151 26.5049 156.646 7508.51 230.403 210.559 19.8441 7278.1 81.777 7196.33 internal_count=27017 45 26972 26950 735 101 73 634 102 532 26215 778 718 60 25437 622 24815 is_linear=0 shrinkage=0.03 Tree=1527 num_leaves=31 num_cat=0 split_feature=13 8 4 13 4 11 3 9 5 5 9 9 4 12 13 12 2 11 4 8 9 4 4 5 7 3 9 6 8 5 split_gain=0.214897 1.06675 2.94116 5.39187 2.16406 2.73507 2.88605 1.99276 2.14883 1.574 1.24792 3.95193 2.30832 1.1886 0.764446 4.5682 3.45473 2.82588 2.7986 2.44481 2.18163 2.38824 1.72374 1.55332 0.794921 0.583115 2.04543 2.56329 1.22608 0.678376 threshold=1.3000000000000003 7.1000000000000005 1.5050000000000006 1.1000000000000003 2.0750000000000006 0.83333333333333337 1.9000000000000001 7.9000000000000012 2.2750000000000008 1.4850000000000008 4.7000000000000002 4.5000000000000009 1.9250000000000003 3.7000000000000006 1.5000000000000002 2.3000000000000007 1.3 1.5000000000000004 1.4850000000000005 7.5000000000000009 6.9000000000000012 1.0350000000000008 1.3550000000000006 1.6850000000000005 1.0000000180025095e-35 2.9000000000000004 8.1000000000000014 1.3 7.3000000000000016 2.8050000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 13 7 6 -6 10 -9 -5 11 -1 -12 -4 15 16 20 19 -19 22 21 -2 -17 -21 -16 29 28 -28 -27 -26 right_child=14 2 3 9 5 -7 -8 8 -10 -11 12 -13 -14 -15 24 17 -18 18 -20 23 -22 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=0.00099747374994670242 0.011668881924133285 -0.026232928858031811 -0.023561312596610273 0.026739051404192301 0.022924508648528064 -0.006509886124610024 -1.918323767409396e-05 -0.023118337032005682 0.0037536002975631791 0.005092930185678547 0.0039482245089314492 -0.01642407106328117 -0.010354043203331938 -0.005661944638481433 0.0091374080699618571 -0.01212851820211404 0.018132520774313272 0.022843206199753035 -0.0017156518683858854 0.018446189421459439 0.016662156876945448 -0.0037059980974947964 -0.0046918865441772538 -0.0026987158166849284 5.3260578559890638e-05 -0.0040454775745735142 -0.0094520599652274401 0.018051160437342971 0.007269295604744209 -0.0081789890670333539 leaf_weight=75.362557001411915 11.463468447327612 4.7399183958768871 6.1260818541049957 4.9045357704162598 13.630848303437238 7.4318506717681876 7.7338072508573523 6.465651720762251 4.5720977261662483 7.8823144882917404 129.38154708594084 13.8764361590147 11.021278113126753 7.3387454748153687 8.6000778470188362 37.155058566480875 13.74953357875347 6.4652060940861729 11.794376924633978 5.9129336029291135 7.5510116368532172 43.968714535236359 114.49350728094578 6.6356433779001236 8189.1792484968901 112.53349567670375 4.5454151779413214 9.2689603511244041 9.3342057690024358 9.0189091581851226 leaf_count=230 35 16 19 21 54 25 24 26 19 24 419 40 36 25 33 130 40 22 39 22 24 129 368 20 24468 547 23 56 31 52 internal_value=-9.73184e-07 0.000787673 -0.00448332 -0.000556284 0.00139387 0.0091661 0.0146191 0.000463953 -0.0119873 0.0133955 0.00106242 -0.00171153 0.00282553 -0.0138056 -2.85216e-05 -0.00163303 0.00450848 -0.00421586 0.00697995 -0.00546089 0.00153428 -0.000526447 -0.00651392 0.00726484 2.13283e-05 1.1921e-05 -0.0019387 0.00900163 -0.00317885 4.42042e-05 internal_weight=8902.14 300.468 30.9916 26.2517 269.476 28.7965 21.3647 240.68 11.0377 12.7869 229.642 89.239 140.403 13.4648 8601.67 259.189 76.7327 182.457 18.2596 164.197 62.9832 55.4322 151.649 12.5486 8342.48 8333.88 135.682 13.8144 121.868 8198.2 internal_count=27017 978 105 89 873 103 78 770 45 45 725 270 455 44 26039 829 228 601 61 540 188 164 498 42 25210 25177 657 79 578 24520 is_linear=0 shrinkage=0.03 Tree=1528 num_leaves=31 num_cat=0 split_feature=6 10 9 9 13 5 0 3 8 5 11 10 9 4 8 13 10 5 10 3 9 9 10 10 6 12 5 11 10 4 split_gain=0.216497 1.83721 3.00452 3.16198 3.19492 5.05118 4.87743 1.27999 2.15889 2.24144 2.83305 2.06299 1.6874 3.7007 4.65461 2.86715 2.32225 1.92079 1.60119 1.57777 1.10579 1.04718 1.4662 1.51133 1.77347 3.92322 2.44129 1.21722 1.1963 4.78471 threshold=1.7000000000000004 -1.1666666666666663 2.5000000000000004 7.7000000000000002 3.1000000000000005 1.2350000000000008 475.00000000000006 1.1000000000000003 2.3000000000000003 1.7950000000000002 -0.66666666666666619 -0.66666666666666663 5.1000000000000005 1.2850000000000008 2.7000000000000006 4.1000000000000005 1.8333333333333339 1.8050000000000004 -0.33333333333333331 1.3 4.5000000000000009 8.1000000000000014 -1.4999999999999996 -1.0000000180025095e-35 1.1000000000000003 2.3000000000000007 2.055000000000001 3.1666666666666674 -1.1666666666666663 1.8450000000000004 decision_type=2 2 2 2 2 2 2 2 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 -2 4 5 -4 -6 8 18 11 -11 -10 13 14 -9 -15 19 -18 -3 -14 -20 27 -23 -24 26 -26 -25 28 29 -1 right_child=1 7 3 -5 6 -7 -8 12 9 10 -12 -13 16 15 -16 -17 17 -19 20 -21 -22 22 23 24 25 -27 -28 -29 -30 -31 leaf_value=-0.0030529695327289959 -0.018227633223172716 0.00058568213129800331 0.029507428647108633 -0.014633900596409892 -0.0046495464197385513 0.006078249347172323 0.0067083059187278771 0.005749218564285485 -0.0022425063258608349 0.020667644525813673 0.0016615442204069928 0.0017713624955571275 -0.002742756834547313 0.0016611236245588591 -0.0058742137669705423 -0.0054003253378381638 -0.025938102580671755 -0.00081126846340235888 -0.0072757193968473995 0.0015260024833048628 -0.025624659209424378 0.014519289730099532 -0.0022292475688075269 0.0067985883287203759 -0.01310646597379154 0.012103756947544838 -0.0082528650063805609 -0.014498478876980823 6.0830390548905707e-07 0.0034648624669403353 leaf_weight=419.13588116876781 5.8646797537803641 9.8635647296905535 10.247184306383131 8.2491749823093397 58.591461479663849 43.177876256406307 81.16922290995717 35.695526570081711 147.56155914068222 11.876259908080103 17.399747520685196 526.18028063699603 93.747427389025688 277.61354727298021 236.05506350845098 63.605974704027176 5.3764468356966955 5.5796439088881016 6.390054337680338 461.74641456082463 5.5002021789550781 8.4721669778227788 54.303478639572859 20.12615030258894 6.5277916938066474 37.303381275385618 18.718865267932415 5.3327858746051779 4585.5085160927847 133.70081490650773 leaf_count=1567 21 34 33 39 211 150 284 124 511 39 62 1803 331 947 803 236 22 21 25 1734 23 31 215 76 24 147 75 28 16831 570 internal_value=3.06654e-07 0.000257116 0.00293913 0.00355539 0.00433209 0.0105721 0.00194679 -3.48619e-05 0.000957346 0.00124536 0.00937166 0.000892253 -0.000644589 -0.00173542 -0.00434743 0.000344815 0.000535826 -0.0131417 -0.00835054 0.000805589 -0.0157636 -0.000102215 0.00240804 0.00165896 0.00421282 0.00834919 -0.000454495 -0.000173199 -0.000158332 -0.00147666 internal_weight=7400.62 2111.49 207.3 201.435 193.186 53.4251 139.761 1904.19 724.772 703.018 29.276 673.742 1179.42 612.97 271.751 341.22 566.45 10.9561 21.7538 555.494 11.8903 5289.13 145.452 136.98 82.6762 43.8312 38.845 5143.68 5138.35 552.837 internal_count=27017 7453 738 717 678 183 495 6715 2497 2415 101 2314 4218 2110 927 1183 2108 43 82 2065 48 19564 568 537 322 171 151 18996 18968 2137 is_linear=0 shrinkage=0.03 Tree=1529 num_leaves=31 num_cat=0 split_feature=13 6 5 5 5 4 5 10 10 10 8 7 4 8 5 2 5 5 8 10 4 5 0 7 4 3 8 4 11 6 split_gain=0.218571 1.43557 2.80454 1.5752 4.68649 4.00875 2.92925 1.66995 3.52607 1.41953 1.9197 3.21414 2.52473 1.98488 3.81399 2.79214 1.53398 2.61064 5.21976 2.34131 2.07062 2.10774 1.25634 0.79825 1.29217 5.44428 2.38816 4.08308 2.09908 1.88878 threshold=2.3000000000000007 1.5000000000000002 2.3950000000000009 1.1550000000000007 1.2950000000000006 1.4850000000000005 1.3750000000000007 -0.33333333333333331 0.33333333333333326 -1.0000000180025095e-35 4.1000000000000005 1.5000000000000002 0.91000000000000036 4.3000000000000016 1.4850000000000008 1.1000000000000003 1.8450000000000004 1.7800000000000005 5.3000000000000016 -0.33333333333333331 0.89000000000000024 1.8600000000000005 350.00000000000006 0.70000000000000007 0.95000000000000018 1.1000000000000003 3.3000000000000003 1.0950000000000009 1.0000000180025095e-35 2.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 7 5 -5 -6 -3 -9 16 11 12 -11 14 -12 -15 17 19 -19 -1 -18 -22 -13 24 25 -2 29 28 -28 -26 right_child=23 2 -4 4 6 -7 -8 8 -10 10 13 22 -14 15 -16 -17 20 18 -20 -21 21 -23 -24 -25 26 -27 27 -29 -30 -31 leaf_value=0.00042562667824976518 0.014839720585828532 -0.026243738431259545 0.012701054319613487 -0.0001719122629654566 -0.019473023287749833 0.030619730876266293 -0.0032597325714453255 0.0095119948916312005 -0.022562682106331132 0.005386639611571111 0.011327847349015317 -0.0024994398508118919 -0.0027965446556920508 0.0020574043199169129 -0.0017955935242084603 -0.0015994306626203614 -0.016837755471217637 0.018251777194408531 -0.0035935164571946985 0.0056097288439132193 -0.013766137360034764 -0.00015650040055091327 -0.020665548569460148 2.8928637074633036e-05 -0.011523858067925259 -0.013724065588636375 0.0093121223094718899 0.0022754896146514993 0.029990187856276204 0.005260885449360422 leaf_weight=637.34506882354617 8.9287111759185809 5.3462609052658108 9.8478900641202909 9.0496305823326093 10.937014400959013 6.5663637146353713 120.79583425819874 6.308301776647566 6.0363560914993286 38.036110930144787 38.641159642487764 4.8239303901791599 314.49834389984608 280.80287293344736 41.161967299878597 568.10082670301199 7.3989057242870322 23.031883060932159 17.192388452589512 89.405568953603506 10.696676362305878 240.72333669103682 11.825902126729487 5000.2618037373759 17.742855742573742 18.343625828623772 11.978760778903963 171.74188037216663 7.0002388358116141 9.1432206109166128 leaf_count=2396 25 21 43 28 34 23 361 23 22 116 139 18 1004 897 126 2345 21 68 59 319 35 763 50 17373 53 54 35 517 21 28 internal_value=8.25712e-07 -0.000230102 -0.00285128 -0.00377928 -0.00276374 0.0127757 -0.00460583 -0.0122378 -0.00617205 -3.28237e-05 -0.000692022 -0.00252196 -0.00191363 3.54236e-05 0.00455886 -0.000389812 0.000801231 0.00147515 0.00891481 0.00106338 -0.00119584 -0.000735523 -0.0154023 0.00011083 0.0017832 -0.00437255 0.00255469 0.00373469 0.016939 -0.00581583 internal_weight=7743.71 2498.57 174.888 165.04 147.349 15.616 131.733 17.6909 12.3447 2323.68 1297.89 369.184 352.534 928.707 79.8031 848.904 1025.79 766.975 40.2243 726.751 258.819 251.42 16.6498 5245.14 244.879 27.2723 217.607 190.721 18.979 26.8861 internal_count=27017 8911 555 512 446 51 395 66 45 8356 4695 1188 1120 3507 265 3242 3661 2842 127 2715 819 798 68 18106 733 79 654 573 56 81 is_linear=0 shrinkage=0.03 Tree=1530 num_leaves=27 num_cat=0 split_feature=12 4 8 4 2 5 0 5 2 0 10 5 3 3 4 0 13 8 0 0 4 4 6 4 5 2 split_gain=0.215965 1.07627 1.02984 0.960648 1.01581 2.81417 3.66516 3.54902 2.85 2.08864 1.32569 1.17925 1.1965 1.19626 0.868163 2.76266 2.51184 2.45142 2.36803 2.22812 1.65421 1.52307 4.98893 3.71655 1.90528 1.78759 threshold=2.5000000000000004 0.71500000000000019 1.7000000000000004 2.3250000000000006 1.7000000000000004 1.3150000000000006 200.00000000000003 0.78500000000000025 1.9000000000000001 475.00000000000006 -2.4999999999999991 2.3150000000000008 1.9000000000000001 1.5000000000000002 0.88500000000000023 525.00000000000011 2.5000000000000004 3.1000000000000005 200.00000000000003 575.00000000000011 0.82000000000000028 0.93000000000000027 2.1000000000000005 0.94500000000000017 1.7400000000000007 0.50000000000000011 decision_type=2 2 2 2 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 10 7 -7 -6 -9 -8 -1 12 -12 -13 15 17 -17 20 -19 -18 -3 22 24 -23 -16 -25 right_child=1 14 -4 -5 5 6 9 8 -10 -11 11 13 -14 -15 21 16 19 18 -20 -21 -22 23 -24 25 -26 -27 leaf_value=-0.011198511628507954 -0.00083278213971761086 0.026110013926504118 -0.01658239604521685 0.010275825539967658 0.013358255188146654 -0.012259808940329835 0.021184717584415168 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35 61 25 21 29 77 24 22 31 26 147 52 14393 internal_value=-9.29769e-07 0.000137656 -0.00785226 -0.000158489 -0.00017838 -0.00291419 0.00458988 -0.00575858 -0.00770038 0.0105923 -9.80055e-05 -7.13942e-05 -4.0313e-05 -0.00854591 0.000163255 0.00359519 -0.00620167 0.00747469 0.00271565 -0.0138443 0.0173675 0.000115028 -0.00580093 0.0001648 -0.0109638 0.00012675 internal_weight=8901.5 4735.9 15.1248 4165.61 4157.68 118.661 32.6152 86.0457 78.1115 24.0484 4039.02 4029.36 4014.64 14.7241 4720.77 65.4194 18.5572 46.8622 31.6409 12.5431 15.2213 4655.35 38.8395 4616.51 31.5621 4607.31 internal_count=27017 14999 62 12018 11987 357 94 263 232 70 11630 11602 11542 60 14937 227 70 157 106 45 51 14710 139 14571 113 14540 is_linear=0 shrinkage=0.03 Tree=1531 num_leaves=31 num_cat=0 split_feature=4 5 5 13 0 9 10 12 12 4 4 9 10 12 11 11 13 3 12 8 5 3 4 10 9 10 5 13 12 6 split_gain=0.223694 0.894092 3.02436 4.35403 3.67424 5.24931 5.19207 2.39306 3.25977 2.23389 1.76971 4.28991 5.10691 2.43684 2.2218 2.20165 2.13425 2.0093 1.71957 5.34666 1.99976 1.69118 1.60958 2.60882 1.24664 1.54511 1.24568 0.859411 2.93666 1.95496 threshold=1.3650000000000009 1.3650000000000007 1.4150000000000007 2.3000000000000007 350.00000000000006 3.7000000000000006 -0.33333333333333331 1.3000000000000003 1.1000000000000003 1.0350000000000008 1.2350000000000005 3.3000000000000003 0.83333333333333337 3.3000000000000007 -1.8333333333333328 -1.4999999999999996 2.7000000000000006 1.9000000000000001 2.1000000000000005 6.1000000000000005 1.4650000000000007 1.9000000000000001 1.3150000000000006 -1.0000000180025095e-35 4.3000000000000016 -0.33333333333333331 1.6350000000000005 3.9000000000000008 1.7000000000000004 1.3 decision_type=2 2 2 2 2 2 2 2 2 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 22 5 -5 -6 8 26 -10 13 12 16 14 -1 -13 -12 -17 19 -9 -20 -16 23 -3 25 -15 -4 -2 -29 -30 right_child=27 2 7 4 6 -7 -8 18 9 -11 11 15 -14 24 21 17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.014896260226846106 -2.4915671927419596e-05 -0.00040845123996781043 0.0029818415121802117 0.016769464787961867 -0.0056261450279790765 -0.012183661394246289 0.0086135531030397724 -0.0026850643218838243 0.024163219437461494 0.0067188972314249943 -0.012786263674287696 0.016272428363212382 0.014721777365400032 0.0067306154429661357 0.00017938501960737782 0.0028645984673683197 -0.0022524694675067104 0.018492133076502854 0.0041719702778651542 0.011226985263686535 0.00011336429515731969 0.0086994393039913475 -0.022128389317504871 -0.015059265587494127 -0.022371839795975491 -0.014615442595336182 -0.012649771685931602 -0.012363355565759656 0.0089122969311046015 -0.0015020652408649388 leaf_weight=8.6636404618620855 3693.9696600167081 19.519186854362488 13.253123894333841 6.5894008576869956 40.91078907251358 38.942327961325645 52.771898105740547 372.72316075861454 10.672479405999185 17.34347739815712 31.670339748263359 11.934417337179182 11.285279691219328 5.3255714774131784 980.5440543666482 364.48585823923349 38.179671362042427 7.5582315027713767 120.79804494976997 26.639342218637466 1144.0303812995553 21.425678312778473 9.6650092899799329 24.883481875061989 5.7641284912824622 7.1482100710272798 7.0176620185375205 21.5228585973382 17.268640697002411 267.74841340258718 leaf_count=37 14091 66 44 21 141 133 174 1285 34 56 104 39 35 22 3324 1209 129 24 397 96 4119 69 32 83 20 27 23 89 77 1017 internal_value=4.69609e-07 0.00017939 -0.000251363 -0.00380866 -0.0010026 -0.00799353 0.00239514 0.000150139 0.00673389 0.0133642 0.000728868 0.00226454 -0.00400325 3.46461e-05 0.000230777 0.00358894 -0.00702854 0.00318208 -4.08896e-05 -0.00175707 0.000500983 0.000361574 -0.0110338 -0.00861884 -0.0108337 -0.00550193 -0.00242976 -0.000151582 -0.00167798 -0.000871079 internal_weight=7400.25 3399.74 1905.76 193.282 139.214 45.5317 93.6827 1712.48 48.2867 28.016 1493.99 465.114 81.1353 1028.87 1010.63 383.979 69.85 372.044 1664.19 399.363 1264.83 1001.97 54.0677 44.4027 18.2379 12.4738 20.2708 4000.51 306.54 285.017 internal_count=27017 11743 6704 650 469 154 315 6054 157 90 5039 1540 268 3499 3430 1272 233 1233 5897 1381 4516 3393 181 149 69 49 67 15274 1183 1094 is_linear=0 shrinkage=0.03 Tree=1532 num_leaves=31 num_cat=0 split_feature=4 2 4 5 0 11 9 6 2 13 10 5 3 4 6 4 7 2 10 3 5 11 8 8 13 13 4 6 3 5 split_gain=0.223338 1.66445 2.457 1.45211 1.21979 2.59188 2.35009 2.27784 3.74646 2.22651 3.29802 2.11734 2.07467 1.75419 1.74467 1.60784 4.05798 3.61311 3.07988 3.40893 2.79038 1.54284 3.09576 2.24798 1.50045 1.48496 1.44118 1.02387 2.82778 2.55142 threshold=1.3150000000000006 0.3000000000000001 1.3950000000000007 1.3650000000000007 525.00000000000011 1.1666666666666672 2.5000000000000004 1.1000000000000003 0.90000000000000013 1.7000000000000004 0.83333333333333337 1.4850000000000008 0.90000000000000013 1.1250000000000007 3.3000000000000003 1.2250000000000005 2.7000000000000006 0.70000000000000007 0.83333333333333337 1.5000000000000002 2.1050000000000009 1.8333333333333337 5.5000000000000009 4.3000000000000016 2.1000000000000005 5.5000000000000009 1.0750000000000008 0.70000000000000007 1.3 2.0650000000000008 decision_type=2 2 2 2 2 2 2 2 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 14 6 12 8 13 10 -8 -11 -6 -7 15 18 17 -17 20 -20 -1 22 -9 -23 -10 -16 -14 28 -3 -30 right_child=1 27 3 -5 5 7 9 21 24 11 -12 -13 26 -15 25 16 -18 -19 19 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00060483757128749138 0.020916434617818724 -0.0038194404029258397 -0.011584626278867464 0.0083678874689344044 -0.0053099527019534213 -0.0021977464662964919 0.00088599605997178145 0.01210129321456197 -0.021429958629732297 -0.00096625378903197022 0.021055206657683026 -0.0041374937174923953 0.026322468708951659 0.018454555924484084 -0.017719723102651668 0.0042436108894729511 -0.020086790738552636 -0.0019687319766650622 0.0012408651781919704 0.0096964105936497551 -0.0046008118444810222 -0.0098578438510407481 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0.00336375 -0.00349855 -0.00184867 0.00312194 -0.00232411 0.0090374 0.00731109 0.000188186 0.000255632 -0.00114079 -0.000796877 0.000707967 0.00437857 0.000271558 0.00619916 0.0088826 -0.000741312 -0.0136242 -0.00990664 0.0161757 9.76407e-05 -0.00117694 0.000737751 internal_weight=7743.29 4465.55 22.2812 13.7094 3277.74 971.525 866.164 105.361 30.8054 847.932 74.0244 773.908 18.2316 14.8995 2306.22 2290.91 560.519 550.526 1730.39 183.871 1546.52 74.5558 53.7673 20.7885 15.9059 15.3062 12.1744 4443.27 503.007 291.669 internal_count=27017 16774 70 44 10243 3117 2788 329 102 2722 230 2492 66 47 7126 7076 1780 1740 5296 566 4730 227 162 65 55 50 44 16704 2470 1226 is_linear=0 shrinkage=0.03 Tree=1533 num_leaves=17 num_cat=0 split_feature=13 6 11 5 12 12 4 4 12 0 8 12 5 12 10 4 split_gain=0.217018 0.239756 1.0946 0.235986 1.84311 3.86226 3.01372 2.48841 1.89648 2.06231 1.86592 1.08272 1.3063 1.14752 2.25382 0.703489 threshold=6.1000000000000005 3.5000000000000004 1.0000000180025095e-35 1.7650000000000006 1.7000000000000004 1.5000000000000002 1.0150000000000006 1.3550000000000006 2.1000000000000005 475.00000000000006 3.9000000000000004 5.5000000000000009 1.4850000000000008 4.5000000000000009 -1.0000000180025095e-35 2.495000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 11 5 6 -5 -7 10 -10 -6 13 -13 15 -15 -1 right_child=-2 2 -4 4 8 7 -8 -9 9 -11 -12 12 -14 14 -16 -17 leaf_value=-1.6539988906856151e-05 0.0049583043929506895 -0.01473415897766182 0.0033070575307964198 0.01531558977672374 0.002683650422011723 0.0077702922777603371 -0.0095786390744912655 0.027890399114075502 0.0016959591468140088 -0.00049014982057828886 -0.0064795224042001054 -0.0018708472103217558 0.019563500317792974 0.0018238527137701785 -0.0069668230808487388 -0.0034196534033548521 leaf_weight=6949.4855542033911 7.9346304088830939 5.164560951292513 7.3116001933813095 5.9460909217596081 27.880714029073715 17.955918550491337 16.582528039813042 7.9958035647869101 652.80053609237075 958.81299831345677 70.765252158045769 4.7624020799994451 5.5308302193880081 46.172922842204571 60.832690335810184 55.103233814239502 leaf_count=20186 25 22 25 19 91 59 53 23 2267 3375 227 22 25 159 208 231 internal_value=-9.03282e-07 -5.328e-06 -0.00416118 5.1045e-07 0.00031171 0.00607996 -0.00300818 0.0139694 0.000148199 0.000395356 -0.0038897 -7.63398e-05 0.0096464 -9.04124e-05 -0.00317365 -4.33114e-05 internal_weight=8901.04 8893.1 12.4762 8880.63 1758.74 48.4803 22.5286 25.9517 1710.26 1611.61 98.646 7121.89 10.2932 7111.59 107.006 7004.59 internal_count=27017 26992 47 26945 6114 154 72 82 5960 5642 318 20831 47 20784 367 20417 is_linear=0 shrinkage=0.03 Tree=1534 num_leaves=31 num_cat=0 split_feature=8 13 10 12 6 6 5 5 12 10 5 13 5 5 5 9 12 5 10 11 13 4 2 11 9 2 9 5 4 4 split_gain=0.221116 1.17598 2.19867 1.79059 5.02618 1.31499 2.30755 2.78296 4.00186 2.74054 2.57787 1.36392 2.97719 5.371 2.75023 1.49826 3.0931 2.33283 0.81258 0.799351 0.603814 3.82358 2.39037 3.16269 2.39903 2.28014 1.51201 0.852222 2.17265 3.84905 threshold=6.3000000000000016 4.3000000000000016 0.50000000000000022 2.7000000000000006 2.3000000000000003 1.9000000000000001 1.4750000000000008 1.0750000000000008 1.7000000000000004 0.83333333333333337 2.0350000000000006 3.3000000000000007 1.0350000000000008 1.3450000000000006 0.94500000000000017 3.7000000000000006 2.7000000000000006 1.2250000000000008 2.8333333333333344 1.0000000180025095e-35 1.5000000000000002 1.3850000000000007 0.50000000000000011 1.0000000180025095e-35 5.3000000000000016 0.70000000000000007 4.9000000000000012 2.2750000000000008 0.9650000000000003 1.0450000000000006 decision_type=2 2 2 2 2 2 2 2 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 5 3 4 -3 11 7 -7 -9 10 -8 15 14 -14 -13 16 -2 -17 20 -20 21 22 24 -24 -1 -23 -27 -22 -29 -30 right_child=1 2 -4 -5 -6 6 9 8 -10 -11 -12 12 13 -15 -16 17 -18 -19 19 -21 27 25 23 -25 -26 26 -28 28 29 -31 leaf_value=-0.0031095227505041896 -0.0025654020645113091 0.019186153389868579 -0.0079586883041154605 0.01994992081781765 -0.015359951608296982 -0.013269628633937819 -0.0085912158005784084 -0.016610446179678429 0.0094937810910484515 -0.025666048241407925 0.0080322289763660373 0.0034805387674449371 -0.008933626563682507 0.006916881452834347 0.032849370412733732 -0.0050716470839792431 0.0067914641851403159 -0.0003857755944908618 -0.00076740192280715135 0.015827539078655105 4.3371378783623359e-05 0.020305285179126865 -0.0054671501000198418 0.0033681941531684429 -0.025774042996675132 0.0062981405651562836 0.0011210692059909122 -0.014638547799092926 0.016276696890619714 -0.0023637969905664987 leaf_weight=9.7765324562788027 60.11482278816402 8.2604523301124591 8.5532429218292219 9.4515438787639123 7.0044078305363646 9.4222923777997476 42.956292435526848 6.3871132582426062 30.643595218658447 6.7231555059552184 10.435384370386599 6.0125570297241193 30.039398513734341 53.51976502686739 5.4900055527687073 114.27917270362377 67.497296396642923 585.59649339690804 4.7379355356097204 5.8228446133434772 5766.4778308141977 7.2977628409862509 72.335939943790436 73.52582012116909 7.3732602670788756 86.151969812810421 123.63563353568316 11.549844861030577 10.639984168112276 158.25562831386924 leaf_count=35 239 32 40 38 27 39 162 25 117 29 46 28 143 213 22 548 305 2454 22 22 20237 25 265 250 31 321 473 61 45 723 internal_value=6.71499e-07 -0.00039986 0.00515136 0.00968816 0.00333439 -0.000579322 -0.00373456 0.00128733 0.00499128 -0.00761516 -0.00534217 -0.000214846 0.00318845 0.00121865 0.0174979 -0.000605816 0.00238368 -0.00115091 6.78138e-05 0.00838247 5.39353e-05 0.00121317 -0.00225911 -0.00101344 -0.0128537 0.00382055 0.0032471 -2.01572e-05 -0.00205033 -0.00118949 internal_weight=7399.97 1062.39 33.2696 24.7164 15.2649 1029.12 106.568 46.453 37.0307 60.1148 53.3917 922.55 95.0617 83.5592 11.5026 827.488 127.612 699.876 6337.58 10.5608 6327.02 380.097 163.012 145.862 17.1498 217.085 209.788 5946.92 180.445 168.896 internal_count=27017 4507 137 97 59 4370 418 181 142 237 208 3952 406 356 50 3546 544 3002 22510 44 22466 1400 581 515 66 819 794 21066 829 768 is_linear=0 shrinkage=0.03 Tree=1535 num_leaves=31 num_cat=0 split_feature=0 5 7 5 4 8 7 6 9 9 9 10 6 13 11 8 4 6 12 6 5 4 7 10 4 11 5 2 6 0 split_gain=0.231493 1.14307 2.17926 2.88492 6.09418 4.07191 2.62288 3.17654 2.40625 3.52434 2.77258 2.09528 2.34528 2.06508 1.28503 2.44181 3.83492 3.08576 2.95432 2.52884 2.01083 4.06686 2.74039 2.24909 1.84058 1.82556 0.966128 0.81093 1.75033 0.815937 threshold=575.00000000000011 1.2250000000000008 1.9000000000000001 0.89000000000000024 1.0650000000000006 4.7000000000000002 2.5000000000000004 2.1000000000000005 3.5000000000000004 4.3000000000000016 2.7000000000000006 -0.49999999999999994 1.7000000000000004 3.5000000000000004 -0.66666666666666663 7.1000000000000005 2.2150000000000007 1.3 2.1000000000000005 1.1000000000000003 1.2650000000000006 1.3250000000000008 1.3 2.5000000000000004 1.3350000000000006 -0.83333333333333315 1.7350000000000003 3.5000000000000004 1.3 525.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=27 2 3 4 -2 -6 7 13 10 -10 -5 -8 -13 -4 15 18 17 -17 19 -3 21 -16 -23 24 -22 -20 -18 29 -29 -1 right_child=1 14 6 8 5 -7 11 -9 9 -11 -12 12 -14 -15 20 16 26 -19 25 -21 23 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=8.1136253237452198e-05 0.036364014163442537 0.016108580674231914 0.0036456072406991251 0.0021446185315149905 0.015439178543565952 -0.01176424329446811 -0.023630002283384594 -0.012829299169862543 0.0043235292192016694 -0.006149672477313589 -0.016360698383056392 -0.013119866138193059 0.015253574147046901 0.017005473101718821 0.022901609388287499 0.021414296946679252 -0.0024190606198669158 -0.0013633346135303638 -0.0016346195231252297 0.00041910045053206082 -0.0010516229443836643 -0.01239450295768837 0.0099946380054564531 0.017084130499170732 0.0021662194851263714 -0.0079291132710645161 -0.023186466946525142 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0.0132256 -0.00193952 0.00505545 0.00149261 0.00884474 0.000708321 0.00115299 0.000969587 -0.00350331 -0.0102305 -7.17029e-05 -0.0104539 -6.08701e-05 internal_weight=7742.9 1253.67 253.974 190.249 25.5053 20.5883 63.725 48.3055 164.744 128.184 36.5601 15.4195 10.5327 41.8832 999.693 274.91 31.8385 23.2469 243.072 44.4122 724.783 32.0022 20.2697 692.781 684.896 198.659 8.59164 6489.23 6.76383 6482.47 internal_count=27017 5157 1301 959 136 120 342 257 823 619 204 85 55 233 3856 1066 175 98 891 138 2790 145 109 2645 2607 753 77 21860 65 21795 is_linear=0 shrinkage=0.03 Tree=1536 num_leaves=20 num_cat=0 split_feature=12 4 8 4 0 8 13 4 6 4 8 13 4 2 11 7 10 10 8 split_gain=0.212932 1.03648 1.73009 1.0398 2.72532 2.98582 2.43128 1.39638 4.73718 3.63282 1.00786 0.93993 0.922791 0.934768 2.73416 3.19011 2.9019 1.27881 1.17503 threshold=2.5000000000000004 0.71500000000000019 1.7000000000000004 0.88500000000000023 525.00000000000011 3.1000000000000005 2.5000000000000004 0.93000000000000027 2.1000000000000005 0.95000000000000018 1.7000000000000004 5.9000000000000012 2.3250000000000006 1.7000000000000004 0.33333333333333326 1.5000000000000002 0.83333333333333337 -2.4999999999999991 6.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 10 -3 4 5 -4 -6 8 -5 -9 -2 12 13 17 15 -15 -16 -1 -19 right_child=1 2 3 7 6 -7 -8 9 -10 -11 -12 -13 -14 14 16 -17 -18 18 -20 leaf_value=-0.010990241598769844 -0.00079624822838114239 -0.017596097550329117 0.019049734279297233 -0.010672830521087502 0.0094879533564286214 0.002646081060424561 -0.013908292556915204 0.013668042575232112 0.016135755093766808 0.00012374742986506301 -0.016419551763109736 -0.010210761517445235 0.010113903571875601 -0.0054072616966373121 -0.014805099886382404 0.0062550655988997681 0.0062949524499582203 8.0827322966164965e-05 -0.0020239516282691242 leaf_weight=9.6436020135879499 8.3848314136266691 4.9321635365486136 14.58468323945999 31.129138849675655 6.0451714284718063 31.678246855735779 11.801201876252888 17.892113972455263 7.3288056999444953 4595.5898825861514 6.6741688251495352 8.3516705930232984 7.8894772082567206 44.824549160897732 25.952720709145069 39.899681650102139 7.5794321596622458 3766.2263406552374 254.86971338838339 leaf_count=28 29 21 48 112 25 106 42 62 26 14495 33 27 31 131 78 125 22 10843 733 internal_value=-1.27039e-07 0.000137476 0.000162541 0.000181114 0.0039757 0.00781744 -0.00598319 0.00012882 -0.00556401 0.000176275 -0.00772052 -0.000156587 -0.000136387 -0.000155878 -0.00278483 8.49469e-05 -0.0100358 -7.87487e-05 -5.25802e-05 internal_weight=8901.28 4736.04 4720.98 4716.05 64.1093 46.2629 17.8464 4651.94 38.4579 4613.48 15.059 4165.24 4156.89 4149 118.256 84.7242 33.5322 4030.74 4021.1 internal_count=27017 14999 14937 14916 221 154 67 14695 138 14557 62 12018 11991 11960 356 256 100 11604 11576 is_linear=0 shrinkage=0.03 Tree=1537 num_leaves=31 num_cat=0 split_feature=2 5 13 5 7 5 11 10 11 4 5 9 13 7 5 5 5 9 13 4 3 5 11 4 12 9 10 13 5 9 split_gain=0.223279 1.44684 1.55949 1.52562 2.07745 1.32442 2.9997 1.94076 2.67128 1.80544 0.681498 0.266885 2.0828 2.96786 2.34004 1.77815 3.28513 1.7874 1.48966 3.65059 2.90398 0.781176 2.6659 3.72845 3.70821 3.55491 2.69043 2.10149 1.47012 1.10803 threshold=0.3000000000000001 1.0550000000000006 2.9000000000000008 1.9750000000000003 1.1000000000000003 1.6100000000000005 -0.83333333333333315 -0.49999999999999994 -0.83333333333333315 0.93000000000000027 1.2450000000000008 3.7000000000000006 1.1000000000000003 0.70000000000000007 1.1550000000000007 1.4750000000000008 1.3450000000000006 3.5000000000000004 1.9000000000000001 1.8900000000000006 1.5000000000000002 0.8650000000000001 0.33333333333333326 1.6100000000000005 1.9000000000000001 4.3000000000000016 -0.83333333333333315 3.1000000000000005 0.88500000000000023 4.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 7 -7 10 -9 -8 -3 12 14 15 -2 16 -14 -17 19 -15 -20 22 24 25 26 -24 -13 -26 29 -23 right_child=11 3 -4 4 -6 6 9 8 -10 -11 -12 21 13 18 -16 17 -18 -19 20 -21 -22 28 23 -25 27 -27 -28 -29 -30 -31 leaf_value=0.0046658630527759886 0.023490494320452828 0.014585732958279397 -0.015851249149248521 -0.019668005268746024 0.0074044164964417233 0.023981902161661659 0.016845130598175797 -0.018976190976105645 0.00053380184444692979 -0.0015909846074513166 0.0043841202088082711 0.012263961434215747 -0.0052942834894712703 -0.0053767194656423028 0.0014506549737869367 -0.006472714009164748 0.0085727886008362675 -0.023975819118551813 9.3237214806393581e-05 0.010893045182455824 0.0036897053390794374 -0.0038027243121856219 0.028788897020400172 -0.010631004187046197 0.013978644054113859 0.0055736615085018757 -0.010926709271884272 -0.0023392345447406874 -0.00012420367732925776 -0.019771764917730781 leaf_weight=5.4331557601690283 7.3733387291431454 8.8768007904291171 8.6306276693940145 6.2797973901033384 4.2963825762271881 8.2327222079038602 6.4204306900501278 7.3091952949762335 46.485274329781532 18.718386933207512 17.535585641860962 5.3000410944223395 70.921913623809814 81.338171537965536 10.523509711027144 20.194780915975574 19.631307542324066 7.0959183275699607 794.35087187588215 14.647170946002005 270.99498119950294 13.183540880680086 10.105770282447343 6.3583393171429625 16.708017818629745 14.388895615935324 29.913637727499008 12.355790354311464 5850.5996245462447 5.5596603453159323 leaf_count=19 23 29 36 36 18 26 22 27 153 64 55 21 248 280 36 67 63 24 2895 71 928 53 33 35 67 50 116 51 21445 26 internal_value=1.81142e-07 0.00119463 -0.00792503 0.00222767 -0.00867032 0.00324247 0.00826479 0.00115284 -0.00211707 0.00311758 0.00781273 -2.25544e-05 0.000367453 0.000225257 0.0105309 -0.00431105 -0.002288 -0.0110237 0.000685571 -0.00289399 0.00100808 -0.000107368 0.00258941 0.00983818 -0.000889982 0.0151516 -0.00743626 0.00704148 -0.000151077 -0.00853951 internal_weight=7399.76 138.218 14.0638 124.155 10.5762 113.578 33.3715 80.2069 53.7945 25.1388 26.4124 7261.55 1297.07 1279.18 17.8968 117.844 90.5532 27.2907 1161.33 95.9853 1065.35 5964.47 95.1305 30.853 64.2775 24.4947 35.2137 29.0638 5869.34 18.7432 internal_count=27017 485 55 430 54 376 112 264 180 86 84 26532 4635 4576 59 402 311 91 4174 351 3823 21897 373 118 255 83 137 118 21524 79 is_linear=0 shrinkage=0.03 Tree=1538 num_leaves=31 num_cat=0 split_feature=9 11 5 11 9 4 4 8 8 10 2 4 4 5 5 5 8 5 6 7 6 6 9 13 10 3 11 0 5 4 split_gain=0.220981 1.85341 2.04907 1.41802 1.71878 2.07752 1.3731 1.36131 1.33214 1.17494 3.47276 2.08782 2.49358 1.91216 2.30814 2.20447 1.83385 1.65484 1.7245 1.45179 1.09723 0.897051 0.499874 3.46909 1.89262 2.35661 1.7731 1.42479 1.40569 1.17133 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 8.3000000000000025 1.7850000000000004 1.6550000000000002 6.1000000000000005 5.1000000000000005 0.50000000000000022 0.90000000000000013 1.6600000000000006 1.5450000000000006 1.9500000000000004 2.5850000000000013 2.3650000000000007 6.1000000000000005 1.5050000000000006 1.3 0.70000000000000007 0.90000000000000013 1.1000000000000003 7.1000000000000005 4.1000000000000005 1.5000000000000004 0.70000000000000007 -0.66666666666666619 200.00000000000003 1.5550000000000008 1.3450000000000006 decision_type=2 2 2 2 2 2 2 2 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 9 -3 7 6 -6 -5 8 -4 13 -11 12 -12 17 15 -15 -13 18 -2 -16 -19 -9 -1 24 25 26 -24 -27 -25 -26 right_child=1 2 3 4 5 -7 -8 21 -10 10 11 16 -14 14 19 -17 -18 20 -20 -21 -22 -23 23 28 29 27 -28 -29 -30 -31 leaf_value=2.8976063136628123e-05 0.012772013836003992 -0.0087815298469591761 0.008977461339496038 0.012127921865614956 -0.0065153095751833839 0.0079840907593074668 -0.0036880559290101422 0.0087695768478119225 0.023561304320651486 0.019614204569061364 -0.00041430025097378563 -0.015417622642844337 0.020380151101223706 -1.9272260231802525e-05 0.0011924690245655261 0.013381291040976595 0.0036324008013488202 -0.018340187087847109 -0.006699690827460335 -0.016272942392861266 -0.0070591233885414209 -0.0056865228860508961 -0.0047607622026677957 0.0021788359554411607 0.0032250243500498823 -0.0050101773123022771 0.013157093467407862 -0.00067463699848160084 0.020434345718782547 -0.01516785142948548 leaf_weight=6982.3707292256877 6.9905057623982456 10.937942564487455 24.537852711975578 19.149014964699749 27.625763334333897 13.116549398750065 6.658002480864524 7.6583288237452489 7.3181927278637877 9.0078354477882367 22.354103155434135 12.150157500058414 6.7594038844108573 41.200470082461834 7.4228028953075436 15.096838086843489 7.2687128931283942 10.1464312300086 9.8777543604373914 10.127748072147368 32.986675277352333 7.7960604131221771 6.9888086020946529 6.4833364039659491 4.0143095254898098 88.487486973404884 17.211942084133625 297.83597677201033 9.158938139677046 13.928357291966675 leaf_count=24597 25 38 77 59 84 43 23 26 24 28 69 43 20 123 28 53 30 37 31 32 97 24 22 19 13 271 56 944 27 54 internal_value=-2.70772e-08 0.000776707 0.00362111 0.00481257 0.00198974 -0.00184738 0.00804753 0.0087833 0.0123278 -0.00107802 0.00250702 -0.000668158 0.00441363 -0.00261918 0.000612941 0.00357426 -0.00828697 -0.00659718 0.00136973 -0.00888615 -0.00971283 0.00147711 -3.3097e-05 -0.00100902 -0.00151563 -0.0010988 0.00798269 -0.00166769 0.0128679 -0.0110528 internal_weight=7742.67 316.187 124.798 113.86 66.5493 40.7423 25.807 47.3104 31.856 191.389 57.5402 48.5324 29.1135 133.849 73.8479 56.2973 19.4189 60.0014 16.8683 17.5506 43.1331 15.4544 7426.48 444.109 428.467 410.524 24.2008 386.323 15.6423 17.9427 internal_count=27017 1014 398 360 209 127 82 151 101 616 190 162 89 426 236 176 73 190 56 60 134 50 26003 1406 1360 1293 78 1215 46 67 is_linear=0 shrinkage=0.03 Tree=1539 num_leaves=17 num_cat=0 split_feature=13 6 11 9 12 5 10 3 9 5 9 12 13 0 4 6 split_gain=0.220035 0.230015 1.06487 0.232738 1.58382 1.8515 2.78593 1.40931 1.35122 1.25133 0.332411 1.50348 1.36791 0.320882 1.63477 1.13025 threshold=6.1000000000000005 3.5000000000000004 1.0000000180025095e-35 2.1000000000000005 1.9000000000000001 0.98000000000000043 -0.33333333333333331 1.1000000000000003 1.7000000000000004 0.87000000000000033 2.3000000000000003 1.7000000000000004 3.7000000000000006 525.00000000000011 1.2750000000000006 3.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 -1 9 -9 -6 11 -5 -13 15 -15 -12 right_child=-2 2 -4 10 7 -7 -8 8 -10 -11 13 12 -14 14 -16 -17 leaf_value=0.015721086516912283 0.004994739295387819 -0.014567142639114678 0.003267922995599156 -0.013138270567214923 0.021953397403463498 -0.017273752401359869 -0.010921139103963674 -0.0063777661580537636 0.0060151624297504949 0.0051669546823442641 -0.00013272636862894497 -0.0025401518585714124 0.010885923907470993 0.0013335537098424451 -0.00024518297896467119 0.011367992112889391 leaf_weight=6.5017643570899972 7.9311004728078833 5.1247120499610883 7.3116415143013 9.5791162997484189 6.5616956725716618 7.3750237077474585 7.734662353992463 13.209912449121473 19.765827134251595 10.223925217986105 6078.4831599593163 36.92354080080986 8.3796927332878095 881.54834424704313 1786.7983902283013 7.7004463374614707 leaf_count=20 25 22 25 28 25 22 22 42 61 31 18200 112 24 2678 5654 26 internal_value=6.36767e-08 -4.39065e-06 -0.00408146 1.31875e-06 0.00170754 -0.00507374 0.00124634 0.00465267 0.00105062 0.011729 -1.25049e-05 -0.00233998 -5.67444e-05 2.08613e-06 0.000276388 -0.000118175 internal_weight=8901.15 8893.22 12.4364 8880.79 71.3728 21.6115 14.2364 49.7614 32.9757 16.7856 8809.41 54.8823 45.3032 8754.53 2668.35 6086.18 internal_count=27017 26992 47 26945 223 64 42 159 103 56 26722 164 136 26558 8332 18226 is_linear=0 shrinkage=0.03 Tree=1540 num_leaves=31 num_cat=0 split_feature=4 5 11 3 7 5 8 13 0 4 12 9 12 5 12 7 7 13 3 11 5 5 9 11 9 6 4 6 0 6 split_gain=0.219279 0.871114 2.15044 3.73945 2.98968 3.57441 2.78972 2.65833 3.60562 4.4013 2.89811 2.72392 2.4942 2.36693 1.88862 3.12997 3.45517 3.43401 3.33643 2.5795 2.34179 2.18857 4.89043 3.66927 2.28287 1.83024 2.55273 1.93212 1.62221 1.3043 threshold=1.3650000000000009 1.3750000000000007 0.50000000000000022 1.3 2.3000000000000003 1.3350000000000006 7.3000000000000016 2.5000000000000004 525.00000000000011 2.0950000000000011 3.7000000000000006 4.1000000000000005 3.7000000000000006 0.91000000000000036 2.3000000000000007 2.1000000000000005 1.9000000000000001 2.9000000000000008 0.90000000000000013 -0.33333333333333331 1.4850000000000008 1.4150000000000007 4.1000000000000005 0.50000000000000022 5.9000000000000012 0.90000000000000013 1.4650000000000005 1.3 475.00000000000006 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 25 6 -6 -5 8 9 -4 -10 12 -9 -13 15 16 17 -3 -18 28 -21 22 23 -16 -24 26 -2 -27 -17 -23 right_child=1 14 7 4 5 -7 -8 11 10 -11 -12 13 -14 -15 21 19 18 -19 -20 20 -22 29 24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.00017728236655061767 -0.0095448164163777355 -4.5556520625261813e-06 -0.0013251520689933031 0.0032466794935378852 -0.017266825509943799 0.014585152380100032 0.015808221809763046 -0.00022113330204941837 0.0029481749714032482 -0.024190081561082821 0.020058757371627142 0.010728504680979776 -0.019896574311188828 -0.0092604944432981111 0.017477038675107807 0.011548713007970467 -0.021696289996523406 0.0066797563726755035 0.00033248586024949874 -0.0093512348490150509 0.012151360461471399 0.00056284312289675185 -0.0033381520261488769 -0.0011647663463839573 0.0075417716105076584 0.0019221993559144983 -0.0016343313401827387 -0.0013967400579243153 0.033725603938091091 -0.0010128301548251607 leaf_weight=3399.3410283178091 46.993708491325378 211.86567959934473 96.007788501679897 199.81699321325868 12.216836385428907 4.28228586167097 17.288392577320337 96.287548558786511 46.466401599347591 8.225934684276579 11.022269349545239 5.6225935593247405 6.1702037826180449 102.96120585501194 30.650936387479305 6.16975285112858 11.075615063309671 102.70363485813141 14.02186071872711 7.0406980887055424 12.928884670138357 772.46566164121032 66.006802007555962 13.772595081478356 23.549292787909508 248.12317875400186 167.85628092847764 433.95232077687979 5.7214715778827667 1218.8358569182456 leaf_count=11743 175 740 354 734 60 16 81 370 195 45 55 24 32 416 113 22 40 349 48 27 46 2960 257 53 88 1001 815 1648 20 4490 internal_value=1.25199e-07 -0.000150425 -0.000720975 -6.94393e-05 0.00331138 -0.00899976 0.00424697 -0.00269697 0.000197086 -0.00312961 0.00622878 -0.00491471 -0.00140603 -0.00822544 0.000193095 0.00216649 0.00132316 0.0021778 -0.0093889 0.0111572 0.00457017 -0.00015188 0.00355956 0.0116975 -0.000477213 -0.000949974 -0.00336458 -0.000189387 0.0222191 -0.000401595 internal_weight=7399.44 4000.1 1503.29 1130.53 233.605 16.4991 217.105 372.764 161.722 104.234 57.4887 211.042 102.458 108.584 2496.81 371.528 339.667 314.569 25.0975 31.8608 19.9696 2125.28 133.98 44.4235 89.5561 896.925 214.85 682.075 11.8912 1991.3 internal_count=27017 15274 6021 4530 891 76 815 1491 649 399 250 842 402 440 9253 1292 1177 1089 88 115 73 7961 511 166 345 3639 990 2649 42 7450 is_linear=0 shrinkage=0.03 Tree=1541 num_leaves=31 num_cat=0 split_feature=12 4 4 2 4 9 6 9 8 6 2 8 9 10 2 12 0 2 6 10 5 4 3 4 4 10 5 5 2 9 split_gain=0.225355 1.27401 3.6213 3.1988 12.1144 2.82423 2.83933 2.63369 2.86118 3.62236 2.60755 2.82157 2.80664 2.45404 2.44485 2.27465 2.1281 1.84013 6.31523 2.92033 2.82483 1.64868 3.07926 2.96042 1.21814 1.21773 4.36788 2.5412 4.0489 4.03923 threshold=2.9000000000000008 1.5350000000000008 1.6400000000000006 1.9000000000000001 1.4650000000000005 5.9000000000000012 1.5000000000000002 4.9000000000000012 4.3000000000000016 1.1000000000000003 1.1000000000000003 6.1000000000000005 2.9000000000000004 1.8333333333333339 1.9000000000000001 1.3000000000000003 725.00000000000011 1.7000000000000004 0.70000000000000007 1.0000000180025095e-35 1.2250000000000008 1.4150000000000007 0.70000000000000007 1.4050000000000007 1.6000000000000008 1.1666666666666672 1.0650000000000006 1.6100000000000005 1.9000000000000001 3.9000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 14 17 5 6 -5 10 9 -9 11 -4 -12 -10 15 -3 -17 21 20 -20 -19 23 -23 -1 -16 -2 -27 28 29 -28 right_child=25 2 7 4 -6 -7 -8 8 13 -11 12 -13 -14 -15 24 16 -18 18 19 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-9.0022960437101907e-07 -3.7748383269495858e-05 0.012606345349102249 0.010807799800315364 -0.0072925661289730851 0.03308890136513163 -0.023207154493965206 0.016414382808592753 0.016122522307216079 -0.003156782963134981 -0.0015805375432017203 -0.0087046716696835679 0.00043904620370413343 0.0016231363619245644 0.016948776786657967 -0.024274704558753076 -0.0029667466129756773 -0.019315324631020519 0.0019057908194363559 -0.012860068237641593 -0.0013303610362153673 0.034862708201023579 -0.0032456730782274724 0.0025891102165867238 -0.0068010015122313859 -0.0061630051105711599 0.017330214416580864 0.021515403168408408 -0.00093999901632254397 0.00012056341494887886 0.0049588212534055027 leaf_weight=3078.6025174539536 2464.6734873782843 8.2757006771862489 54.555800635367632 11.716839596629148 12.385304175317286 5.1043004840612403 7.4301519691944113 17.387940086424351 274.45097814500332 25.89352211356163 26.668497202917933 41.654302529990673 211.44737032428384 5.5747344046831122 7.2821757309138757 347.02364204078913 7.3170501813292494 4.5010243728756887 38.85146501660347 40.259310491383076 4.8767299354076385 97.827327072620392 484.85314329713583 58.717791378498077 6.1770189851522446 15.560966442339121 18.906911768019199 224.25693596899509 95.554315574467182 44.416021451354027 leaf_count=9739 8970 31 193 53 47 18 27 62 1110 85 144 162 1008 24 40 1237 44 22 147 142 19 360 1583 193 28 86 70 752 472 149 internal_value=-1.92852e-07 -0.000124188 -0.00105918 0.000127171 0.00894939 -0.00337882 0.00190712 0.00028359 -0.001647 0.00553151 0.00215055 0.00631863 0.000466443 -0.00275652 -0.00340723 -0.00294122 -0.00330434 4.23038e-05 -0.00423329 -0.00699262 0.0190444 0.000144008 0.0016095 -0.00012817 -0.0159624 0.000211079 0.00174929 0.00111648 0.00401921 0.00990227 internal_weight=7742.2 4878.83 1033.71 3845.13 36.6366 24.2513 19.147 657.633 323.307 43.2815 334.326 96.2101 238.116 280.026 376.076 362.616 354.341 3808.49 88.4885 79.1108 9.37775 3720 582.68 3137.32 13.4592 2863.37 398.695 383.134 158.877 63.3229 internal_count=27017 16518 4168 12350 145 98 80 2788 1281 147 1507 355 1152 1134 1380 1312 1281 12205 330 289 41 11875 1943 9932 68 10499 1529 1443 691 219 is_linear=0 shrinkage=0.03 Tree=1542 num_leaves=31 num_cat=0 split_feature=13 8 13 4 11 3 9 5 10 10 0 13 12 2 11 4 8 9 4 4 5 7 3 9 6 5 5 13 6 10 split_gain=0.219911 1.03491 4.21807 1.70766 2.39643 2.39975 2.31169 2.12767 0.982114 1.39799 0.761045 0.725665 4.36892 3.32264 2.71708 2.66985 2.35538 2.08382 2.27531 1.68984 1.51653 0.743359 0.569041 1.96169 2.44197 1.21214 0.662981 1.28485 0.641716 0.409057 threshold=1.3000000000000003 7.7000000000000002 1.1000000000000003 2.0750000000000006 0.83333333333333337 1.9000000000000001 7.9000000000000012 2.2750000000000008 -1.8333333333333328 -1.4999999999999996 575.00000000000011 1.5000000000000002 2.3000000000000007 1.3 1.5000000000000004 1.4850000000000005 7.5000000000000009 6.9000000000000012 1.0350000000000008 1.3550000000000006 1.6850000000000005 1.0000000180025095e-35 2.9000000000000004 8.1000000000000014 1.3 2.8350000000000004 2.8050000000000006 2.3000000000000007 0.90000000000000013 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 6 5 10 8 -8 -1 -10 -5 12 13 17 16 -16 19 18 -2 -14 -18 -13 26 25 -25 -24 28 -28 -23 -15 right_child=11 2 -4 4 -6 -7 7 -9 9 -11 -12 21 14 29 15 -17 20 -19 -20 -21 -22 22 23 24 -26 -27 27 -29 -30 -31 leaf_value=-0.0072403721378846916 0.011363679150397578 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43.935054466128349 114.44840298593044 6.636073887348175 1483.8069503717124 115.79119389224797 4.52854099869728 9.3503658510744554 5.8935976363718501 4.2168955095112306 4.7694545835256577 6704.6826681531966 7.1806917488574982 leaf_count=37 35 29 28 24 28 30 27 20 29 688 38 33 130 20 22 39 22 24 129 368 20 4496 538 23 56 40 22 30 19972 20 internal_value=-8.22687e-08 0.000798037 -0.0065013 0.00122306 0.00755257 0.0121036 0.0003672 -0.0127584 0.00100145 0.00145131 0.019308 -2.79427e-05 -0.00159188 0.00441386 -0.00411996 0.00684503 -0.0053436 0.0015023 -0.000514628 -0.00637702 0.00716738 2.06115e-05 1.14902e-05 -0.0019163 0.00876946 -0.00313508 4.33706e-05 -0.00810071 5.23082e-05 0.0178012 internal_weight=8900.89 300.228 16.5196 283.709 33.7929 25.5132 249.916 11.5197 238.396 226.057 15.8161 8600.66 258.976 76.7196 182.256 18.2971 163.959 63.0148 55.4373 151.45 12.5098 8341.68 8333.04 135.564 13.8789 121.685 8197.48 8.98635 8188.49 13.7048 internal_count=27017 978 57 921 120 92 801 47 754 717 62 26039 829 228 601 61 540 188 164 498 42 25210 25177 657 79 578 24520 52 24468 40 is_linear=0 shrinkage=0.03 Tree=1543 num_leaves=31 num_cat=0 split_feature=8 4 0 13 8 9 5 2 3 5 5 10 7 3 11 10 4 13 4 6 11 11 5 4 3 5 4 4 5 13 split_gain=0.222511 1.12497 1.17507 2.06071 3.88646 1.93771 3.58739 3.18642 3.06396 1.77828 4.2953 3.71855 1.667 4.42778 2.05225 0.781083 0.779979 0.574327 3.67079 2.55303 3.53082 2.17833 1.81294 3.62331 2.41068 0.813597 2.09754 3.68356 1.75392 2.13947 threshold=6.3000000000000016 0.97000000000000031 475.00000000000006 1.1000000000000003 7.7000000000000002 4.3000000000000016 1.7250000000000003 0.90000000000000013 1.9000000000000001 1.1350000000000005 1.4850000000000008 -0.83333333333333315 2.1000000000000005 1.5000000000000002 0.50000000000000022 2.8333333333333344 1.9500000000000004 1.5000000000000002 1.2650000000000008 0.70000000000000007 0.33333333333333326 -0.83333333333333315 1.1250000000000007 1.4150000000000007 2.1000000000000005 2.2750000000000008 0.9650000000000003 1.0450000000000006 2.225000000000001 3.1000000000000005 decision_type=2 2 2 2 2 2 2 2 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 5 4 -4 6 7 -3 -8 11 -11 -5 14 -14 -7 17 -17 18 19 20 -1 -21 23 -20 -24 28 -27 -28 -19 -30 right_child=1 2 3 9 -6 12 8 -9 -10 10 -12 -13 13 -15 -16 16 -18 25 22 21 -22 -23 24 -25 -26 26 27 -29 29 -31 leaf_value=-0.0058838709916305435 -0.012152141379112776 0.0080869563271605705 -0.023009044847228731 0.017866990336962759 0.010294851973060805 -0.0015926343157322666 0.032463354130541501 -0.0027009666613990097 0.0038990270403937775 -0.0033738684442692866 0.0024769446801421085 0.0016157907741537073 -0.0029335213163853048 0.023416014429420151 -0.0067748442789797927 0.015613870936311083 -0.00074354813972250192 -3.3175443212437678e-06 -0.020793243746543896 0.0056349146959066747 0.0083636742689914591 -0.012430983896577595 0.0055113490707049666 0.0033238890105420577 -0.0012830376036627954 -0.014444104558350873 0.015865891201713448 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0.00820845 5.38072e-05 0.00118418 -0.00355905 0.000215147 -0.00930614 0.00301603 -0.00462243 0.0037948 -1.84738e-05 -0.0020038 -0.00116145 4.35535e-05 0.00588436 internal_weight=7399.22 1062.25 1054.97 564.021 13.6328 490.95 145.669 131.841 13.8282 550.388 477.681 72.7069 345.281 28.8575 316.424 6336.96 10.589 6326.37 380.222 105.932 63.9409 41.9909 274.29 25.3776 248.913 5946.15 180.147 168.722 5766 45.9024 internal_count=27017 4507 4473 2491 60 1982 580 532 48 2431 2070 361 1402 126 1276 22510 44 22466 1400 389 225 164 1011 103 908 21066 829 768 20237 165 is_linear=0 shrinkage=0.03 Tree=1544 num_leaves=31 num_cat=0 split_feature=0 5 7 5 2 6 7 6 10 6 10 10 10 3 13 5 4 9 13 9 9 3 4 11 4 8 2 6 0 9 split_gain=0.221126 1.09044 2.10188 2.79604 4.83274 3.06174 2.51113 3.03599 2.0597 2.24936 1.99849 1.8021 3.88285 3.60844 1.23616 3.0663 3.33209 2.45679 2.42713 4.01357 2.36952 2.23728 1.34513 2.21989 1.8772 1.30458 0.786126 1.70844 0.784489 2.08573 threshold=575.00000000000011 1.2250000000000008 1.9000000000000001 0.8500000000000002 1.1000000000000003 1.1000000000000003 2.5000000000000004 2.1000000000000005 -0.49999999999999994 1.7000000000000004 0.83333333333333337 -0.33333333333333331 -1.1666666666666663 1.5000000000000002 3.7000000000000006 1.2950000000000006 1.2150000000000005 3.9000000000000004 3.5000000000000004 6.9000000000000012 5.9000000000000012 0.90000000000000013 2.1950000000000007 -0.66666666666666619 2.1650000000000009 4.7000000000000002 3.5000000000000004 1.3 525.00000000000011 5.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 2 3 4 -2 -6 7 10 -8 -10 -4 12 -5 -13 18 25 20 -18 22 21 -17 -20 24 -24 -3 -16 28 -28 -1 -30 right_child=1 14 6 11 5 -7 8 -9 9 -11 -12 13 -14 -15 15 16 17 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=7.9385411666113781e-05 0.027198988941474281 0.0010300182965859326 0.012357666144172679 0.0041660612978156649 0.012841825703942765 -0.019439508046884192 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47.795772010460496 6.8713653460144988 5.7766943983733654 4.1988334255293003 2.4914309941232204 618.33892557770014 360.89075862616301 leaf_count=18490 25 2738 195 104 38 31 30 24 35 20 38 478 234 49 21 70 34 218 26 20 40 113 145 366 40 25 48 17 2174 1131 internal_value=2.06383e-08 0.000364791 -0.00139213 -0.00297545 0.00831088 -0.00455872 0.00331884 0.0066637 -0.00727224 0.000167496 0.00958471 -0.00415007 -0.00806035 -0.00173752 0.000810404 -0.00209202 -0.00376144 0.000142345 0.00119375 0.0078738 -0.0111222 0.00434375 0.000823524 -0.0033507 0.00117008 0.0120782 -7.04496e-05 -0.0103488 -5.98408e-05 -0.000842203 internal_weight=7742.09 1253.53 253.613 189.817 17.893 10.642 63.796 48.4839 15.3121 10.5079 42.1087 171.924 65.5996 106.324 999.918 116.659 104.364 68.1961 883.258 46.3822 36.1677 39.9844 836.876 64.1534 772.723 12.2953 6488.56 6.69026 6481.87 979.23 internal_count=27017 5157 1301 959 94 69 342 257 85 55 233 865 338 527 3856 408 362 252 3448 159 110 139 3289 511 2778 46 21860 65 21795 3305 is_linear=0 shrinkage=0.03 Tree=1545 num_leaves=22 num_cat=0 split_feature=12 4 8 13 13 10 5 8 6 11 13 4 11 11 6 6 9 11 4 0 4 split_gain=0.220526 0.993012 0.988935 0.913341 0.919198 1.62172 1.41258 0.942066 2.97576 3.91712 3.67801 1.64454 4.86014 2.90989 0.849007 1.3338 2.48291 2.74441 1.02331 2.26561 1.30433 threshold=2.5000000000000004 0.71500000000000019 1.7000000000000004 5.9000000000000012 5.3000000000000016 0.33333333333333326 1.3550000000000006 5.7000000000000002 2.1000000000000005 -1.1666666666666663 3.3000000000000007 1.2450000000000008 -1.4999999999999996 1.1666666666666672 3.3000000000000003 2.9000000000000004 3.3000000000000003 -0.83333333333333315 0.88500000000000023 525.00000000000011 1.1450000000000007 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=3 2 -2 4 7 6 -6 11 9 -9 -10 13 -13 -1 15 18 -17 -18 19 -3 -20 right_child=1 14 -4 -5 5 -7 -8 8 10 -11 -12 12 -14 -15 -16 16 17 -19 20 -21 -22 leaf_value=0.00057235680149121063 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internal_value=2.42632e-07 0.00014029 -0.00757211 -0.000158991 -0.000139094 0.00537276 -0.000520599 -0.000175204 0.000661778 0.000110351 0.00585087 -0.00042052 -0.00111578 0.000246113 0.000164761 0.000145979 -0.00612939 -0.010042 0.000186593 0.00393832 0.000134137 internal_weight=8900.07 4735.32 14.9776 4164.75 4156.41 27.0533 16.4582 4129.35 935.967 846.059 89.9079 3193.39 1563.13 1630.26 4720.35 4710.08 30.2868 25.0826 4679.79 64.5297 4615.27 internal_count=27017 14999 62 12018 11991 80 49 11911 2680 2422 258 9231 4435 4796 14937 14904 118 102 14786 223 14563 is_linear=0 shrinkage=0.03 Tree=1546 num_leaves=24 num_cat=0 split_feature=4 4 12 10 7 7 13 0 11 4 8 5 5 5 0 5 2 5 13 3 5 9 5 split_gain=0.220733 1.86832 2.71134 2.66685 2.43408 2.58744 2.53959 2.33883 1.94443 2.07008 2.06702 1.62399 0.870654 0.396456 1.80085 0.525556 1.35574 0.394167 3.33983 3.02334 0.926982 1.88069 1.01018 threshold=0.79500000000000026 0.78500000000000036 1.7000000000000004 1.0000000180025095e-35 0.90000000000000013 1.7000000000000004 4.1000000000000005 575.00000000000011 0.83333333333333337 0.73500000000000032 3.3000000000000003 1.3950000000000007 1.4550000000000007 0.62500000000000033 475.00000000000006 0.67500000000000016 1.1000000000000003 0.74500000000000033 2.5000000000000004 0.50000000000000011 0.79500000000000004 3.1000000000000005 0.88500000000000023 decision_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 11 7 -7 -6 9 10 -5 -1 -11 14 -2 16 -15 18 -17 -20 21 -19 -22 right_child=13 2 -4 8 5 6 -8 -9 -10 12 -12 -13 -14 15 -16 17 -18 20 19 -21 22 -23 -24 leaf_value=-0.022370915141015475 -0.016327617164997942 0.027088249227737907 0.00071658442496025604 0.014068625320288597 0.00078114779053671296 -0.016059577525840599 0.0050288723587842161 0.019907128018180949 0.018684325485094126 -0.014345101210546773 -0.0048282906674312447 -0.0042076112699203465 0.0013474663412380964 0.016893555895152929 0.0043053334184043283 0.012013135852847004 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internal_weight=7398.67 147.857 14.5849 133.272 87.7409 69.9945 22.7842 47.2103 45.531 36.8363 24.0813 17.7463 12.7551 7250.82 15.4321 7235.38 11.7996 7223.58 29.8819 21.0425 7193.7 50.7316 7142.97 internal_count=27017 531 48 483 332 259 89 170 151 125 80 73 45 26486 73 26413 45 26368 126 94 26242 187 26055 is_linear=0 shrinkage=0.03 Tree=1547 num_leaves=26 num_cat=0 split_feature=5 4 4 8 8 11 4 13 5 8 8 13 6 12 5 2 11 7 10 4 3 8 9 11 9 split_gain=0.224554 1.73254 5.62207 3.66595 2.37628 1.91482 8.64983 3.29384 2.10608 2.03881 2.09752 1.78216 3.9328 3.41858 1.70869 2.68027 2.47458 1.56288 1.47684 0.653138 0.607717 1.45468 0.592088 3.57815 0.629626 threshold=0.91000000000000036 0.91000000000000036 0.82000000000000028 3.3000000000000003 3.7000000000000006 -1.1666666666666663 1.6000000000000008 3.1000000000000005 0.87000000000000033 6.9000000000000012 5.7000000000000002 2.7000000000000006 1.3 2.3000000000000007 0.92500000000000027 0.90000000000000013 -0.33333333333333331 1.5000000000000002 -0.33333333333333331 0.53500000000000014 1.0000000180025095e-35 4.7000000000000002 3.1000000000000005 0.50000000000000022 3.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 17 6 7 -3 9 10 -7 13 -13 -10 15 -2 -17 -1 -11 -16 21 -21 23 -22 -24 right_child=14 5 3 -5 -6 8 -8 -9 11 18 -12 12 -14 -15 19 16 -18 -19 -20 20 22 -23 24 -25 -26 leaf_value=0.0084817144481918356 -0.0064527197357161815 -0.018550056688228681 0.035218186496371477 0.0052971592452643775 -0.021742481288678929 -0.0014365110270348803 0.042542105892072801 0.013457940688109942 -0.021296949561237975 -0.0030727483851198866 0.0076186167468245795 0.01560037137599375 -0.0083298972970757262 0.0026307287930923255 -0.0077121192576825271 0.02773142456857166 0.0023026193653967351 -0.011952764630781888 -0.023928798402377549 -0.024216623035632032 0.00076991060825866669 0.0049722807506504428 0.0018337552576054791 -0.0054510124293723683 4.1696165979034501e-05 leaf_weight=9.693918853998186 7.0743521302938488 7.0800930485129374 7.0018545389175397 7.7804745882749557 5.4733591824769965 125.80243196710944 4.7041777670383444 4.8933846428990364 16.503256801515821 6.7971969656646252 28.180081335827708 7.9548695757985106 27.715804111212492 7.9686738681048146 9.8540177643299085 7.6146214529871949 6.2887235283851597 5.1624203324317923 5.5513143278658372 3.0296032428741446 276.00919392425567 3.1182790845632553 181.11500918492675 119.12889165990055 6849.9998822198249 leaf_count=33 25 30 21 26 21 550 21 19 76 44 148 35 116 52 29 30 30 24 40 17 1086 24 687 490 23343 internal_value=-7.81734e-07 -0.00083755 0.00539184 0.0194697 -0.00484457 -0.0017371 0.00807334 -0.00546886 -0.00245955 -0.000719924 0.000220653 -0.00727066 -0.00299324 -0.0135055 3.04168e-05 0.00858035 0.0162295 0.00138095 -0.0124487 6.31684e-06 1.65501e-05 -0.00941166 2.43553e-05 -0.00110562 8.78579e-05 internal_weight=7741.5 278.263 35.112 14.7823 20.3297 243.151 16.6777 11.9735 226.474 166.331 153.983 60.1426 35.6707 24.4719 7463.23 20.9777 13.9033 14.8563 12.3485 7442.25 7432.4 6.14788 7426.25 395.138 7031.11 internal_count=27017 1256 125 47 78 1131 70 49 1061 782 698 279 151 128 25761 85 60 57 84 25676 25647 41 25606 1576 24030 is_linear=0 shrinkage=0.03 Tree=1548 num_leaves=28 num_cat=0 split_feature=13 5 5 13 13 8 4 11 4 4 9 0 5 0 9 5 4 10 3 13 4 5 8 5 5 5 2 split_gain=0.220207 0.235971 1.51174 3.00817 1.88304 4.2918 1.99109 1.30654 2.64376 5.55765 3.43163 1.20278 1.18717 5.88807 1.44434 1.08867 4.94863 3.70708 8.13694 3.85105 1.14288 4.07207 3.32885 3.32938 1.65595 0.890888 0.182156 threshold=6.1000000000000005 1.2550000000000006 1.2050000000000007 4.3000000000000016 1.5000000000000002 4.1000000000000005 2.0450000000000008 1.1666666666666672 1.4050000000000007 1.4850000000000005 4.5000000000000009 475.00000000000006 1.1950000000000005 475.00000000000006 3.5000000000000004 1.3050000000000006 2.2750000000000008 0.33333333333333326 1.3 4.1000000000000005 0.73500000000000032 1.4550000000000007 1.9000000000000001 1.6100000000000005 1.7350000000000003 1.3450000000000006 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 5 -4 -6 12 10 -10 -9 -5 14 -14 -1 16 17 19 -19 -3 21 -17 23 -22 -23 -24 -18 right_child=-2 15 3 11 6 -7 -8 8 9 -11 -12 -13 13 -15 -16 20 26 18 -20 -21 22 24 25 -25 -26 -27 -28 leaf_value=0.001003220024344424 0.004997608491448269 0.0039646751633495491 -0.014344427600349329 6.2036287678281533e-05 -0.0033335642498240857 0.013572074618004125 0.0059742979879058638 0.0037585319457656033 0.03260131207179498 0.0042398516880682562 -0.011744027313078335 0.014887579260104696 -0.0047471824490317545 0.011474932874668829 -0.00076019596849433114 0.01968228510553582 0.025973925045921446 0.0021393223476051043 -0.01181920344458868 -0.0085851964361607809 -0.02375643092752748 -0.006130011457677758 -0.0013645994638170835 0.0002718924057780773 0.0072391904705681985 9.0721117714117141e-05 0.017647650233162233 leaf_weight=598.17577622830868 7.9280872642993918 283.02992336452007 6.8951343894004848 7.915641903877261 387.31454635411501 17.626519456505775 21.850847516208887 42.479261472821236 7.2835661470890036 42.519778527319431 18.424964278936386 13.035685822367666 39.678813517093658 40.888468042016029 1388.027257412672 12.042035639286039 5.7926890328526479 111.89428712427616 56.597092404961586 23.861354261636734 10.647651053965093 20.124611482024193 407.69617058336735 10.125119961798189 14.237326323986052 5299.4093221835792 3.9960496425628662 leaf_count=1762 25 812 20 23 1103 54 91 120 20 138 52 38 111 123 4038 36 26 317 164 69 37 65 1173 38 59 16480 23 internal_value=3.54324e-08 -4.42061e-06 -0.00024275 -0.00181619 -0.00235256 0.00572236 -0.00283649 8.57721e-05 0.00326091 0.00838762 -0.000931358 0.00928633 -8.43059e-05 0.00348566 -0.000229116 9.57973e-05 0.00146071 0.00102594 -0.00254942 0.0029889 -1.88861e-05 0.00467023 -5.68746e-05 -0.0120445 -0.000590694 -1.3242e-05 0.0225749 internal_weight=8899.5 8891.57 2632.12 454.638 433.687 24.5217 409.165 2177.48 110.708 49.8033 60.9042 20.9513 2066.77 80.5673 1986.2 6259.45 485.171 475.383 168.491 306.891 5774.28 46.404 5727.88 20.7728 34.3619 5707.11 9.78874 internal_count=27017 26992 7693 1329 1268 74 1194 6364 330 158 172 61 6034 234 5800 19299 1411 1362 481 881 17888 160 17728 75 124 17653 49 is_linear=0 shrinkage=0.03 Tree=1549 num_leaves=31 num_cat=0 split_feature=6 10 9 9 13 5 0 3 3 11 11 5 0 0 4 11 12 5 6 12 2 9 12 12 0 11 4 10 11 10 split_gain=0.218809 1.75375 2.8927 3.02664 3.06304 4.77074 4.65397 1.24372 2.86797 7.18078 2.97696 3.25684 2.933 2.84702 1.90495 3.40897 3.82082 2.61733 2.5014 3.48913 2.99739 1.01593 1.39982 2.23971 4.85422 2.23773 3.14915 1.57011 1.17755 1.16769 threshold=1.7000000000000004 -1.1666666666666663 2.5000000000000004 7.7000000000000002 3.1000000000000005 1.2750000000000006 475.00000000000006 0.90000000000000013 0.70000000000000007 -1.4999999999999996 0.33333333333333326 0.87000000000000033 475.00000000000006 575.00000000000011 1.1750000000000005 -0.66666666666666663 1.5000000000000002 2.305000000000001 2.7000000000000006 1.7000000000000004 1.7000000000000004 8.1000000000000014 1.5000000000000002 2.7000000000000006 200.00000000000003 0.83333333333333337 1.3650000000000009 1.0000000180025095e-35 3.1666666666666674 -1.1666666666666663 decision_type=2 2 2 2 2 2 2 2 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 -2 4 5 -4 -6 8 10 -10 12 -12 -3 -11 15 16 -9 -17 19 -16 -20 28 -23 25 -25 26 -24 -26 29 -1 right_child=1 7 3 -5 6 -7 -8 14 9 13 11 -13 -14 -15 18 17 -18 -19 20 -21 -22 22 23 24 27 -27 -28 -29 -30 -31 leaf_value=-0.0014609422189103363 -0.017988555564832268 -0.0072527154698289751 0.027311674481247841 -0.014427526728043741 -0.0045631995058159486 0.005615312304228833 0.0065326068408415906 0.013559598864052934 0.035843880607646254 0.004246576061290557 0.020456594348953472 0.0016834921136864316 0.00062793639173133894 -0.0058769474633973617 0.011820991015876789 -0.0011508006328811995 -0.0083624979785707244 0.01259935635567729 -0.0075236097834843673 0.00039042970503921318 0.0075703234878488866 0.016065425480548443 0.00082716201403197458 0.020323766754909916 -0.0024684237028653393 0.012816896324209275 -0.017493094913560204 0.0057209218682112758 -0.014324644988939778 -9.467460697502874e-07 leaf_weight=552.43306234665215 5.8117631226778022 80.731547117233276 11.652398228645323 8.1516578868031484 58.441864296793938 41.990626074373722 81.416755460202694 7.7124396115541449 6.1190407723188391 185.99115491658449 9.5280114412307721 65.437555111944675 89.762893237173557 28.884493451565504 24.694620668888092 313.42014323920012 99.074120171368122 12.974830877035854 66.06167333573103 898.31280883029103 14.426586806774138 6.420208051800727 19.362001910805702 14.312879070639609 44.255837332457304 5.9139235094189635 14.976089164614676 40.219000365585089 5.2860474288463584 4584.5426486320794 leaf_count=2137 21 285 37 39 211 146 284 26 21 620 32 224 319 105 84 1080 369 61 251 3187 51 20 74 47 188 22 56 161 28 16831 internal_value=4.95343e-07 0.000258733 0.00287791 0.00347929 0.00423365 0.0103282 0.00189607 -2.67899e-05 0.00131914 0.0037983 -0.000912912 0.00406953 -0.00310366 0.00288573 -0.000463782 -0.00212645 -0.00677922 -0.000604205 0.000253947 0.000696249 -0.0048182 -0.00010258 0.00236985 0.00173745 0.00416792 -0.00422748 -0.00716297 0.00143058 -0.000172518 -0.000157955 internal_weight=7398.32 2110.6 207.465 201.653 193.502 53.643 139.859 1903.13 466.455 220.995 245.46 74.9656 170.494 214.876 1436.68 433.182 106.787 326.395 1003.5 923.007 80.4883 5287.72 145.46 139.04 98.7877 40.252 34.3381 84.4748 5142.26 5136.98 internal_count=27017 7453 738 717 678 183 495 6715 1606 746 860 256 604 725 5109 1536 395 1141 3573 3271 302 19564 568 548 396 152 130 349 18996 18968 is_linear=0 shrinkage=0.03 Tree=1550 num_leaves=23 num_cat=0 split_feature=5 4 4 8 8 8 11 4 13 5 8 13 5 2 11 6 4 3 8 4 9 9 split_gain=0.217395 1.68077 5.35234 3.47591 2.54363 2.31551 2.02971 7.71069 2.91817 2.0743 2.09901 1.71763 1.63103 2.5529 2.32324 1.42238 0.625629 0.587871 1.42474 0.570751 4.18604 0.657403 threshold=0.91000000000000036 0.91000000000000036 0.82000000000000028 3.3000000000000003 2.5000000000000004 3.7000000000000006 -1.1666666666666663 1.6000000000000008 3.1000000000000005 0.87000000000000033 6.9000000000000012 2.7000000000000006 0.92500000000000027 0.90000000000000013 -0.33333333333333331 1.7000000000000004 0.53500000000000014 1.0000000180025095e-35 4.7000000000000002 0.71500000000000019 6.5000000000000009 3.1000000000000005 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 5 -4 -3 15 7 8 -6 10 -8 -11 13 -2 -15 -1 -14 18 -18 20 -19 -21 right_child=12 4 3 -5 6 -7 9 -9 -10 11 -12 -13 16 14 -16 -17 17 19 -20 21 -22 -23 leaf_value=-0.0069702974680389664 -0.0063519679810494691 -0.026569767539442918 0.034244010328778191 0.005182303258508123 -0.017375907535157342 -0.021522430743271131 0.00062094027880686871 0.040819216912501427 0.013101784700094453 -0.01312623698550874 -0.012294329504336546 -0.0026944908335761906 -0.0075552646371969496 0.026810746639197351 0.0022532893679845459 0.011705251358945569 -0.024123709874198235 -0.00084948126337838997 0.0048563702842797738 -0.0011949438179130491 0.020215658711033039 6.8315047048713001e-05 leaf_weight=8.1848462298512477 7.0550310313701656 3.6488981992006293 7.0568763762712461 7.7958089709281921 6.6427947394549864 5.4099546968936911 151.63368935696781 4.8022889951243988 4.9226818755269051 23.810968225821853 12.239466140046714 35.214511923491955 9.8339977860450727 7.7158823087811479 6.2964060828089687 6.6544861420989028 2.9817459844052783 46.138768419623375 3.1289542354643345 391.56143057532609 10.40481975674629 6978.0245458893478 leaf_count=35 25 15 21 26 29 21 688 21 19 126 84 149 29 30 30 22 17 138 24 1566 31 23871 internal_value=-5.14118e-07 -0.000824212 0.00531202 0.0189902 -0.00171092 -0.00472085 -0.00133181 0.0088648 -0.00440351 -0.00208056 -0.000343684 -0.00690267 3.01703e-05 0.0083657 0.0157759 0.00140449 6.57378e-06 1.65793e-05 -0.0092846 2.42329e-05 0.0030268 1.19548e-06 internal_weight=7741.16 278.017 35.102 14.8527 242.915 20.2493 239.266 16.3678 11.5655 222.899 163.873 59.0255 7463.14 21.0673 14.0123 14.8393 7442.07 7432.24 6.1107 7426.13 56.5436 7369.59 internal_count=27017 1256 125 47 1131 78 1116 69 48 1047 772 275 25761 85 60 57 25676 25647 41 25606 169 25437 is_linear=0 shrinkage=0.03 Tree=1551 num_leaves=19 num_cat=0 split_feature=4 5 4 4 8 7 5 7 4 7 5 4 4 13 13 4 9 4 split_gain=0.214402 0.536893 0.234761 1.48623 1.89927 1.31697 1.80207 1.30372 2.72937 2.26471 1.27805 0.601259 1.96894 1.2971 0.882157 0.380663 3.80041 1.94302 threshold=2.975000000000001 1.7250000000000003 2.5350000000000006 2.5050000000000012 7.3000000000000016 2.1000000000000005 1.1550000000000007 1.7000000000000004 2.725000000000001 1.1000000000000003 1.4150000000000007 2.3550000000000009 2.3750000000000009 2.5000000000000004 2.3000000000000007 2.265000000000001 4.7000000000000002 2.2550000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 11 -5 6 -4 9 -9 -8 -7 15 14 -14 -13 17 -17 -1 right_child=1 -3 5 4 -6 10 7 8 -10 -11 -12 12 13 -15 -16 16 -18 -19 leaf_value=-1.0514698334713957e-05 0.0022888717604199024 -0.0097408916404925442 -0.01482920830605104 -0.00025875305631456723 -0.020247985516607579 0.023507267857416574 -0.0030219010650256168 0.0055090700409934868 -0.028529066958908941 0.009947642210418009 0.0031668087039699467 0.0060956695830617098 0.0038945557118581233 -0.0046853633558020819 0.020731054195517802 0.0071207741568962112 -0.00650484833794885 0.013472673275118245 leaf_weight=8618.5990674551576 6.5992032587528211 6.7586933076381683 6.6379715576767913 10.083759278059008 7.4301763325929633 4.4748421162366849 23.733196958899498 4.9621554315090162 3.7018877975642681 24.757547926157713 7.341012217104435 8.7001983970403654 38.161626167595387 27.133208744227886 6.4580098614096633 27.430830255150795 56.102149240672588 9.6298427283763868 leaf_count=25931 28 23 34 36 24 28 92 28 15 107 31 37 140 107 34 108 178 36 internal_value=4.73241e-08 -0.00379783 5.75691e-06 -8.52878e-06 -0.00873906 0.00167029 -3.37115e-05 0.00168464 -0.00903441 0.00359986 0.01087 8.86228e-06 0.00259044 0.000329178 0.0123309 -1.49785e-05 -0.00203042 4.53369e-06 internal_weight=8898.7 13.3579 8885.34 8809.73 17.5139 75.6086 63.7928 57.1548 8.66404 48.4907 11.8159 8792.21 80.453 65.2948 15.1582 8711.76 83.533 8628.23 internal_count=27017 51 26966 26631 60 335 276 242 43 199 59 26571 318 247 71 26253 286 25967 is_linear=0 shrinkage=0.03 Tree=1552 num_leaves=31 num_cat=0 split_feature=4 10 6 6 4 11 0 3 5 11 8 4 4 4 9 8 10 4 10 7 13 4 11 8 0 11 13 6 11 4 split_gain=0.218816 1.91676 2.3792 2.25258 3.07374 2.89687 1.72206 2.1134 1.69223 1.63242 1.56328 2.28489 1.4316 1.19742 1.10127 0.518137 0.833719 0.697194 3.33614 3.70899 3.3633 2.44626 2.59743 3.02692 2.58285 2.08473 1.4919 3.37173 1.49244 0.965386 threshold=0.80000000000000038 1.0000000180025095e-35 0.70000000000000007 1.3 0.77500000000000036 0.50000000000000022 350.00000000000006 1.3 1.8900000000000006 0.83333333333333337 3.3000000000000003 0.75500000000000023 0.61500000000000021 0.75500000000000023 4.7000000000000002 1.7000000000000004 -0.33333333333333331 0.91000000000000036 -1.0000000180025095e-35 1.9000000000000001 2.9000000000000008 0.93000000000000027 -0.66666666666666619 3.9000000000000004 475.00000000000006 1.0000000180025095e-35 3.3000000000000007 1.9000000000000001 -0.33333333333333331 0.97000000000000031 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 8 -6 7 -4 -5 10 11 12 -3 -8 -12 16 -2 18 26 20 -20 22 23 -19 -24 -21 28 -28 -17 -23 right_child=15 9 3 4 5 -7 13 -9 -10 -11 14 -13 -14 -15 -16 17 -18 21 19 25 -22 29 24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.014249095725049163 0.012350960391777259 0.0020111186629925616 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12.302022464573385 38.170198872685432 142.22482458129525 25.839077636599541 6.130536586046218 19.593977116048336 11.223331749439238 11.607687100768088 23.357260957360268 53.984583385288715 6768.3506738319993 leaf_count=29 23 24 25 173 44 20 43 20 23 33 36 29 36 23 29 105 25 36 231 45 143 504 83 25 64 35 38 80 188 24805 internal_value=6.75279e-07 0.00108356 -0.00125849 -0.00253839 0.000308212 0.0104899 -0.00968475 -0.000720797 -0.00350409 0.00556902 0.00304716 0.00770282 0.0135018 -0.0157752 -0.00362585 -2.39077e-05 0.00542641 -3.57357e-05 -0.00160771 -0.00495758 -0.00738143 1.95659e-05 0.00594828 -0.00419002 0.00966263 0.00580389 0.00204629 0.0072383 -0.000157984 -3.36923e-05 internal_weight=7397.83 164.213 107.883 99.6577 71.269 19.4153 28.3886 11.4849 51.8537 56.3303 45.2873 26.6759 18.5735 16.9037 18.6114 7233.61 15.664 7217.95 245.296 127.974 104.448 6972.65 62.0782 16.6452 45.4331 23.5254 117.322 34.9649 82.3575 6910.58 internal_count=27017 587 400 371 260 64 111 45 196 187 154 89 60 66 65 26430 48 26382 865 454 374 25517 208 61 147 80 411 118 293 25309 is_linear=0 shrinkage=0.03 Tree=1553 num_leaves=31 num_cat=0 split_feature=0 7 4 8 3 4 11 4 10 10 5 12 9 11 4 9 6 11 8 10 5 10 3 9 10 6 10 8 7 9 split_gain=0.219177 1.07005 2.70449 2.44674 2.36473 2.50226 2.32703 1.92387 1.68658 1.67984 2.7792 5.74381 2.77473 2.60054 2.21506 3.53167 2.88368 2.1387 3.70825 3.19607 4.25103 2.7411 2.72562 2.71322 1.54246 0.765787 2.45947 1.89321 3.47204 1.89591 threshold=575.00000000000011 0.50000000000000011 2.0050000000000012 5.7000000000000002 2.1000000000000005 1.0050000000000006 -1.0000000180025095e-35 1.5550000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 1.9400000000000006 3.9000000000000008 6.7000000000000002 -0.33333333333333331 1.2150000000000005 4.3000000000000016 2.5000000000000004 0.83333333333333337 6.7000000000000002 -1.1666666666666663 2.015000000000001 -0.83333333333333315 1.3 4.7000000000000002 0.83333333333333337 1.1000000000000003 -1.4999999999999996 8.3000000000000025 1.3 9.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=25 2 3 4 5 -2 7 -5 -6 17 14 12 -12 -13 16 -16 -11 19 21 22 -21 -19 -3 -20 -4 26 -1 29 -29 -28 right_child=1 9 24 6 8 -7 -8 -9 -10 10 11 13 -14 -15 15 -17 -18 18 23 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.005185423893868963 0.01061473397285894 0.0082862158507374401 -0.024001565978947134 0.024555553570899547 0.015866964138157885 -0.012869016676774607 -0.003646446271936281 0.0031260180542460828 -0.0030384381795598935 -0.0016012792108775059 0.020542479177450498 -0.015402488113472409 0.0056925101069716976 0.0028590062297637114 0.0070644144541620471 -6.375756753398131e-06 -0.02145329430672371 -0.0019564415061435847 -0.024221327622603019 -0.0012343633048151862 -0.01025220753468626 0.0081587685959392964 -0.0008884739682850566 -0.0010368292377666581 -0.00010793138855904092 0.00014223164356073063 -0.00037594622597291198 -0.0027877260928207272 0.02032600568924298 -0.017245922219283671 leaf_weight=98.610876709222794 4.7783271670341483 52.887199988123029 7.7648083139210922 7.8794213384389895 6.7897899895906475 28.085306279361248 11.412741392850874 7.2302504107356071 11.340139973908661 84.743533201515675 25.841176643967628 9.5136748328804952 20.158266812562943 26.757725261151791 92.137463402934372 205.08147475961596 7.1402375698089591 34.378896549344063 6.7877007573843029 385.85211336612701 53.579851102083921 80.730032499879599 64.909382432699203 13.736432403326033 3.5402369573712349 4544.9457523748279 1814.5005028336309 12.36659123376012 11.098269822075961 6.0154632925987235 leaf_count=411 15 281 51 24 21 93 40 26 39 272 82 39 63 100 479 928 23 137 48 1598 176 276 259 67 20 14680 6641 54 54 20 internal_value=-6.99778e-07 0.000362534 -0.00281141 -0.000812259 -0.00465613 -0.00945451 0.00657819 0.0143011 0.00404177 0.000604679 0.00198626 0.00699591 0.0140348 -0.00193083 0.00092703 0.00218556 -0.00314397 -0.000335249 0.00304312 -0.00115757 -0.00233391 0.00513772 0.00323069 -0.00870436 -0.0165191 -7.08577e-05 -0.000569408 -0.000322556 0.00814447 -0.000431689 internal_weight=7740.59 1253.06 88.821 77.516 50.9936 32.8636 26.5224 15.1097 18.1299 1164.24 471.374 82.2708 45.9994 36.2714 389.103 297.219 91.8838 692.862 135.633 557.229 439.432 115.109 117.797 20.5241 11.305 6487.54 1942.59 1843.98 23.4649 1820.52 internal_count=27017 5157 329 258 168 108 90 50 60 4828 1986 284 145 139 1702 1407 295 2842 528 2314 1774 413 540 115 71 21860 7180 6769 108 6661 is_linear=0 shrinkage=0.03 Tree=1554 num_leaves=31 num_cat=0 split_feature=9 4 4 0 10 5 9 13 11 6 10 10 5 5 11 0 11 7 9 4 4 5 5 3 2 5 8 5 12 12 split_gain=0.216053 1.38979 2.99187 2.95567 2.6255 2.02209 3.13529 2.5335 2.98452 2.12818 3.84785 1.9954 1.5959 1.55505 1.5478 3.46141 1.94266 1.19834 0.68178 2.79766 3.08587 4.85342 4.09284 3.33081 4.00255 2.65249 2.44699 1.72597 2.23709 3.5542 threshold=6.3000000000000016 0.99000000000000055 1.0250000000000006 200.00000000000003 -0.49999999999999994 1.6050000000000004 6.5000000000000009 1.7000000000000004 -1.1666666666666663 1.7000000000000004 -1.0000000180025095e-35 -0.49999999999999994 1.2850000000000008 0.97000000000000031 0.83333333333333337 525.00000000000011 -0.33333333333333309 1.1000000000000003 5.5000000000000009 0.73500000000000032 1.2850000000000008 2.1350000000000011 1.9400000000000006 1.3 1.7000000000000004 2.5050000000000012 3.3000000000000003 2.225000000000001 3.5000000000000004 4.1000000000000005 decision_type=2 2 2 2 2 2 2 2 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 5 3 -3 -5 6 -2 -7 -9 12 -11 -10 -8 -4 16 -16 -15 -6 27 -20 21 22 -21 24 -22 -25 -23 -1 -29 -30 right_child=1 2 13 4 17 7 9 8 11 10 -12 -13 -14 14 15 -17 -18 -19 19 20 23 26 -24 25 -26 -27 -28 28 29 -31 leaf_value=-2.4684004500684008e-05 0.0068436176726395974 0.025991711962833331 -0.012141468067957444 0.019944677138630108 -0.012858421999591989 0.015141891463036593 -0.0056323470183930824 -0.025144966454550506 -0.010030934245318252 -0.019228248303865426 0.013480818014580677 0.0031900588150192816 -0.023749758440047373 -0.00090778088708908867 0.0001637578648802591 -0.0068957351421456608 0.0016237000123258845 0.004344324978048519 0.014680029029018883 -0.0014748690488701444 0.0053930504045197926 0.030421893409193358 -0.012991870993921894 -0.00045031842331234802 -0.00068614894884732865 0.014009324985136845 0.0066433461915209125 -0.013879436287349277 0.010575182994520697 -0.008307434706081071 leaf_weight=5876.5388795360923 9.3267872780561429 7.3088897019624737 9.863514229655264 6.4013944119215074 6.3802710324525789 8.3944157585501653 6.127782970666888 4.8018448464572421 14.134473137557505 6.5918350219726562 6.359778016805647 37.618123332038522 15.304675623774527 560.1508259344846 189.48027427494526 93.284571133553982 531.8946368265897 8.4991304874420148 12.682933717966078 406.43133027106524 298.41409185528755 4.6666218973696258 29.807473070919514 511.41076972335577 144.75657111033797 11.678515264764426 23.555048201233149 18.410562820732594 14.455663029104469 23.647156248800457 leaf_count=17280 30 22 29 22 26 36 20 23 59 22 21 152 50 1845 641 325 1723 27 41 1223 844 22 116 1576 460 47 96 70 56 113 internal_value=2.49328e-07 -0.000325193 -7.38179e-05 0.00953236 0.00387939 -0.00359466 -0.00858326 -0.000237307 -0.00252005 -0.0127678 -0.00316674 -0.000420809 -0.0185698 -0.000272159 -0.000187003 -0.00216518 0.000325209 -0.00303219 6.73951e-05 0.000652138 0.000527785 -0.0014818 -0.00226181 0.00149375 0.00340735 -0.000127492 0.0105753 -7.48621e-05 -0.00529263 -0.00114364 internal_weight=8898.38 1521.92 1413.26 28.5897 21.2808 108.66 43.7109 64.9489 56.5544 34.3841 12.9516 51.7526 21.4325 1384.67 1374.81 282.765 1092.05 14.8794 7376.46 1443.4 1430.72 464.46 436.239 966.26 443.171 523.089 28.2217 5933.05 56.5134 38.1028 internal_count=27017 5073 4660 97 75 413 143 270 234 113 43 211 70 4563 4534 966 3568 53 21944 4425 4384 1457 1339 2927 1304 1623 118 17519 239 169 is_linear=0 shrinkage=0.03 Tree=1555 num_leaves=29 num_cat=0 split_feature=8 13 4 4 4 9 4 5 5 5 9 4 10 5 5 4 7 5 13 5 6 3 8 5 9 5 5 4 split_gain=0.223945 1.51206 1.95642 1.84403 2.62192 1.35409 2.33892 2.17673 6.00617 2.4498 3.58729 1.96081 1.61126 1.34882 0.401881 1.5654 1.43704 0.51821 1.56092 0.552655 3.23199 2.58572 1.55272 0.905152 1.87644 0.796413 0.196114 0.153685 threshold=2.5000000000000004 3.7000000000000006 1.2450000000000008 1.0750000000000008 0.87000000000000033 6.7000000000000002 1.0150000000000006 1.5850000000000006 1.5050000000000006 1.6900000000000006 5.1000000000000005 1.195000000000001 0.50000000000000022 1.1550000000000007 0.62500000000000033 1.5450000000000006 1.7000000000000004 0.67500000000000016 3.7000000000000006 0.74500000000000033 1.3 0.50000000000000011 4.7000000000000002 0.79500000000000004 3.1000000000000005 0.88500000000000023 1.3650000000000007 1.2150000000000005 decision_type=2 2 2 2 2 2 2 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 13 7 -7 8 12 27 -11 -8 -1 -3 15 16 -2 18 -16 20 22 -22 -19 24 -21 -25 -6 -9 right_child=14 2 -4 -5 26 6 11 9 -10 10 -12 -13 -14 -15 17 -17 -18 19 -20 23 21 -23 -24 25 -26 -27 -28 -29 leaf_value=-0.0063315625947966189 -0.0019237001866686844 0.009155718327705533 0.017362510069578653 -0.010751088976611756 0.010762850657603622 0.01792183071816679 -0.015524538145252198 -0.026028569158072386 0.020331225967753053 0.0075633117517719586 -0.015012123093734257 0.0088415706523893682 0.003174716672369386 -0.010991398018767709 -0.0035575757459133644 0.0086219624955192736 -0.024663352532990259 0.016761669977890654 0.018397729924523383 -0.0046641924964689833 0.0032481002344131949 -0.022801357093387657 -0.0025694659209210186 -0.0022941932330581183 0.0078725142451033861 5.9880777688948642e-05 0.018032671439138385 -0.018527394828013265 leaf_weight=61.531670898199081 5.866494491696356 4.4386428296566036 7.934201478958129 9.1215914338827115 6.8898411393165571 7.5951201543211964 5.9686292484402639 5.3306117355823499 10.397099018096922 11.385848812758924 14.279892504215239 5.9211448282003403 21.707910791039467 9.1677922606468183 6.4737325981259328 5.1811116170138112 4.3601059317588806 6.5607925951480892 5.3006328642368317 15.473621748387812 5.2369357198476783 9.9364591464400274 8.6963237971067411 131.78987248241901 35.162072144448757 6964.5980966510251 6.4813227951526642 4.5619088560342789 leaf_count=238 24 17 30 37 21 30 27 21 36 45 64 24 80 33 28 28 21 23 17 60 23 42 40 516 127 25325 20 20 internal_value=4.50802e-07 -0.00100881 0.00387416 0.000909576 0.00485225 -0.00245497 0.00491717 -0.00356682 -0.00116716 -0.0098859 -0.0049972 -0.00339014 -0.00385244 -0.00441908 2.74471e-05 -0.00481245 -0.0116187 3.78198e-05 0.00632636 2.75037e-05 -0.00400682 -0.0138107 0.00574322 4.4681e-05 0.00404146 1.61623e-05 0.0142867 -0.0225694 internal_weight=7397.35 192.713 44.0334 36.0992 26.9776 148.68 19.4849 129.195 93.6367 35.5583 25.6657 11.8898 83.2396 13.6064 7204.64 15.4077 10.2266 7189.23 11.7744 7177.45 30.4305 15.1734 15.2571 7147.02 50.6357 7096.39 13.3712 9.89252 internal_count=27017 743 158 128 91 585 81 504 354 150 109 51 318 50 26274 73 45 26201 45 26156 128 65 63 26028 187 25841 41 41 is_linear=0 shrinkage=0.03 Tree=1556 num_leaves=31 num_cat=0 split_feature=9 11 5 11 10 10 6 8 8 5 11 5 8 10 9 2 5 5 8 5 9 11 5 5 0 5 3 11 0 4 split_gain=0.219647 1.77795 1.9714 1.3608 1.66075 3.21463 1.68572 1.30927 1.28308 1.15611 2.05637 2.42317 2.47864 2.21906 1.48748 1.74774 2.37692 1.5449 1.27359 1.01431 0.880902 0.747318 0.625809 0.487807 2.79761 2.55435 1.64202 1.81352 1.78923 1.31196 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 -0.49999999999999994 -1.0000000180025095e-35 1.1000000000000003 6.1000000000000005 5.1000000000000005 1.8550000000000004 -0.33333333333333309 1.6100000000000005 5.3000000000000016 -0.33333333333333309 8.7000000000000011 0.90000000000000013 1.9500000000000004 1.9100000000000006 4.5000000000000009 1.7150000000000005 8.5000000000000018 -0.66666666666666663 1.5050000000000006 2.1050000000000009 925.00000000000011 2.1150000000000007 1.3 -0.83333333333333315 475.00000000000006 1.3450000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 9 -3 7 6 -6 -5 8 -4 10 11 13 -13 -2 17 21 -17 -11 -19 22 -9 -16 -12 -1 25 29 28 -28 -27 -25 right_child=1 2 3 4 5 -7 -8 20 -10 14 19 12 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=3.4531578366190429e-05 0.01837362723998855 -0.0086303486463039873 0.008818646727983083 -0.017266650411180272 0.020981881327163162 0.0011582815897813706 0.00084519976621946985 -0.0067658747658613039 0.023158525733603101 0.017251023620247576 -0.010011344563209196 -0.015128682008876675 0.004639888360495989 -0.00094480086693645338 -0.0011628013510343487 -0.02718229127215218 -0.0036450080262501604 0.0077030340018675652 -0.0010877722967739274 -0.0040190200791170218 0.0076986673646588892 0.013443363080879069 -0.024040321948106652 -0.021117961349072248 -0.019934033038854774 -0.0041945482635985651 0.003272769978573196 -0.0014426302275634038 0.014699401821100442 -0.0052393246313693319 leaf_weight=6883.0637710895389 8.4127276018261927 10.892119348049162 24.494736976921562 6.8036974817514446 9.255211800336836 35.995269831269979 14.442225202918051 6.663583703339099 7.2861322462558737 6.6722101420164099 5.0076199844479579 14.811769358813764 9.2876504659652692 14.706134982407091 5.9153216183185577 4.318077713251113 36.510687042027712 23.208901822566986 41.097502991557121 7.726341374218463 8.784979969263075 6.7503220885992032 6.6782319843769073 7.4768214821815517 6.8621339611709109 6.8838214725255993 89.655946772545576 404.98213717341423 13.086042582988737 12.533654496073721 leaf_count=24291 28 38 77 22 29 112 46 23 24 23 18 44 31 49 19 14 117 73 128 25 27 23 24 21 41 24 291 1254 42 39 internal_value=-7.17442e-07 0.00077426 0.00356213 0.00472987 0.00196423 0.00521286 -0.00495486 0.00862374 0.0121062 -0.0010437 -0.00423294 -0.000853715 -0.00751009 0.00608499 0.000663504 -0.00311413 -0.00613433 0.00351059 0.00208493 -0.0124526 0.00145953 0.00662175 -0.0180286 -3.36726e-05 -0.000900654 -0.00065635 -0.000247438 -0.000587937 0.00818646 -0.0111723 internal_weight=7740.27 315.721 124.618 113.726 66.4964 45.2505 21.2459 47.2294 31.7809 191.103 66.6305 47.2183 24.0994 23.1189 124.473 53.4944 40.8288 70.9786 64.3064 19.4122 15.4486 12.6656 11.6859 7424.54 541.481 534.618 514.608 494.638 19.9699 20.0105 internal_count=27017 1014 398 360 209 141 68 151 101 616 219 152 75 77 397 173 131 224 201 67 50 42 42 26003 1712 1671 1611 1545 66 60 is_linear=0 shrinkage=0.03 Tree=1557 num_leaves=31 num_cat=0 split_feature=12 2 6 8 9 11 4 2 5 0 5 2 0 10 5 3 3 8 6 2 8 10 9 5 10 11 9 7 7 9 split_gain=0.220706 0.979279 2.18734 1.05477 1.40938 1.09293 0.902133 0.939298 2.70488 3.49297 3.42367 2.72208 2.01324 1.23166 1.13084 1.17229 1.15506 0.829345 2.39926 3.26191 2.91842 2.91664 2.69458 2.66912 1.98522 2.55642 3.88765 2.95694 2.34072 4.23652 threshold=2.5000000000000004 0.50000000000000011 2.5000000000000004 5.7000000000000002 5.5000000000000009 0.50000000000000022 2.3250000000000006 1.7000000000000004 1.3150000000000006 200.00000000000003 0.78500000000000025 1.9000000000000001 475.00000000000006 -2.4999999999999991 2.3150000000000008 1.9000000000000001 1.5000000000000002 5.7000000000000002 0.70000000000000007 1.1000000000000003 6.9000000000000012 -1.1666666666666663 3.7000000000000006 1.5850000000000006 -0.99999999999999978 1.5000000000000004 6.5000000000000009 1.7000000000000004 2.3000000000000003 6.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 -2 -6 7 13 10 -10 -9 -12 -11 -1 15 -15 -16 24 19 -19 21 -20 -22 -21 25 27 -27 -3 -26 -30 right_child=1 17 -4 -5 5 -7 -8 8 9 12 11 -13 -14 14 16 -17 -18 18 20 23 22 -23 -24 -25 28 26 -28 -29 29 -31 leaf_value=-0.010818432115349535 -0.017143385663170866 0.0013049846867353191 0.015817462923962376 0.0025084769746658415 0.0048478224438598541 -0.013336405303096911 0.010001638812114374 0.013240905468508922 -0.011914833831704283 0.020836815203272126 -0.010449112079350868 0.003136782118709546 0.0031749472513277407 -9.3545023262811382e-05 -0.017104560872848902 0.0053667678096199047 -0.00025403041984245597 0.014580105100052665 -0.0067570499605209347 -0.0015058943653276332 -0.0049047345769233364 -0.0013366436026736592 0.0020558332683928418 0.0047340124240479722 0.0003121475678417906 -0.0092129472714764585 0.016359344761476071 0.0063850696096757562 -0.0022887629167000312 -0.023850592314795676 leaf_weight=9.6274616420268995 13.010304123163225 437.07197621464729 4.1383460983633986 7.5424175690859547 6.9505281746387464 5.2003731280565262 7.8495796322822562 7.8854641914367667 8.5477074086666089 9.8454227298498171 61.155944414436817 16.952123627066612 14.166000679135321 3977.4096718430519 7.0806842446327192 35.704547561705112 7.5810400433838367 17.779719188809395 102.39872364327312 138.15598484128714 58.268387369811535 700.74879756569862 355.08538811281323 111.47739930450916 2447.7735979435965 34.595499992370605 6.329329550266265 134.961884111166 143.84938704222441 8.6970952972769719 leaf_count=28 61 1360 18 34 38 30 31 31 24 28 177 55 42 11422 25 120 35 54 315 521 202 2152 1158 358 7726 110 23 395 416 28 internal_value=2.55399e-07 0.00014038 -0.00473161 -0.00733191 -0.0102817 -0.00293471 -0.000159059 -0.00017825 -0.00281023 0.00455415 -0.00559855 -0.00750051 0.0104169 -0.000100966 -7.53484e-05 -4.49648e-05 -0.00839177 0.000178593 -0.000408003 0.00216488 -0.000973578 -0.00202773 0.00107464 0.00128063 0.000449488 0.00198534 -0.005258 0.00250355 8.74502e-05 -0.00351806 internal_weight=8897.84 4734.04 36.842 32.7036 25.1612 12.1509 4163.81 4155.96 118.553 32.5591 85.9935 78.1081 24.0114 4037.4 4027.78 4013.11 14.6617 4697.19 1483.91 267.413 1216.5 803.148 413.354 249.633 3213.28 612.959 40.9248 572.034 2600.32 152.546 internal_count=27017 14999 181 163 129 68 12018 11987 357 94 263 232 70 11630 11602 11542 60 14818 4760 933 3827 2467 1360 879 10058 1888 133 1755 8170 444 is_linear=0 shrinkage=0.03 Tree=1558 num_leaves=20 num_cat=0 split_feature=4 13 13 4 3 7 10 11 10 5 0 5 2 5 13 3 5 4 5 split_gain=0.218068 1.77249 3.32551 2.96505 1.92416 3.32076 2.10896 1.38085 1.07281 0.36716 1.76439 0.47743 1.28964 0.360513 3.1589 2.87242 0.847889 1.80555 0.946125 threshold=0.79500000000000026 4.5000000000000009 3.9000000000000008 0.78500000000000036 1.1000000000000003 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.62500000000000033 475.00000000000006 0.67500000000000016 1.1000000000000003 0.74500000000000033 2.5000000000000004 0.50000000000000011 0.79500000000000004 1.3850000000000007 0.88500000000000023 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 -6 -4 -5 10 -2 12 -11 14 -13 -16 17 -15 -18 right_child=9 -3 7 8 6 -7 -8 -9 -10 11 -12 13 -14 16 15 -17 18 -19 -20 leaf_value=-0.019029811593835204 -0.01613996287676777 0.012750925451423934 -0.023096665963556993 0.024635297838138875 -0.00063325220701438692 0.00013265098350742502 0.010403803997427028 -0.0034426733668168532 0.0074424920926663921 0.016272555639236137 0.0043654525980895064 0.011655161684832204 -0.0035427084203413233 0.0087802939795533757 0.0043258394576539943 -0.018552514104183807 -0.002558456548544545 -0.0026266779209310307 1.0636276207039451e-05 leaf_weight=11.085836216807364 6.7464712709188452 10.958410918712614 7.1289062052965146 5.9301326125860214 44.760762467980385 30.62013428658247 23.90150261670351 5.8634354621171951 7.2719243913888914 5.7056617140769941 8.5790307819843274 8.8859598264098185 6.1340334415435791 28.891402408480644 8.0510131567716616 12.777740981429814 131.43119756132364 21.996813826262951 7010.275498136878 leaf_count=43 35 35 26 19 172 112 79 21 24 18 38 32 27 94 35 59 516 93 25539 internal_value=5.05106e-07 0.00114237 0.000210849 0.00172885 0.000121612 -0.00496091 0.00320877 -0.0142268 0.0151652 -2.2731e-05 -0.00466128 -1.29042e-05 0.00600646 -2.27719e-05 -0.00332039 -0.00970926 -9.14848e-06 0.00384954 -3.66436e-05 internal_weight=7397 147.521 136.563 123.57 110.368 41.706 68.6623 12.9923 13.2021 7249.47 15.3255 7234.15 11.8397 7222.31 29.7147 20.8288 7192.59 50.8882 7141.71 internal_count=27017 531 496 449 406 155 251 47 43 26486 73 26413 45 26368 126 94 26242 187 26055 is_linear=0 shrinkage=0.03 Tree=1559 num_leaves=31 num_cat=0 split_feature=12 4 5 5 10 8 7 6 7 4 11 4 4 5 0 10 5 12 0 4 5 11 12 3 11 9 2 5 6 5 split_gain=0.212489 1.24088 2.48526 5.16714 3.18266 2.55859 2.11767 2.01466 1.36122 1.53753 1.34474 1.21723 2.16575 2.65585 2.08344 3.34877 3.29372 4.87073 3.54032 2.29271 2.08878 1.95571 1.7193 2.86081 2.08986 1.3149 4.17928 6.87321 4.36235 2.84142 threshold=2.9000000000000008 1.8900000000000006 1.5950000000000004 1.5650000000000006 1.5000000000000004 6.5000000000000009 0.50000000000000011 1.3 3.3000000000000003 1.4250000000000005 0.50000000000000022 1.195000000000001 1.2050000000000007 1.8900000000000006 200.00000000000003 0.83333333333333337 2.225000000000001 3.1000000000000005 525.00000000000011 0.99000000000000055 2.265000000000001 1.1666666666666672 3.1000000000000005 2.5000000000000004 -1.0000000180025095e-35 5.9000000000000012 1.9000000000000001 1.2950000000000006 0.3000000000000001 1.6400000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 6 10 -3 -7 -1 -10 -4 14 13 -13 15 22 18 -18 21 -20 -19 -16 24 -24 -2 29 27 -27 -28 -14 right_child=11 2 5 -5 -6 7 -8 -9 9 -11 -12 12 25 -15 16 -17 17 20 19 -21 -22 -23 23 -25 -26 26 28 -29 -30 -31 leaf_value=-3.1797125459840578e-06 -0.012907554770626224 0.017742994554620646 -0.020913842228927927 0.03011814694859364 -0.02306353478858069 -0.0096066621617878697 -0.0015870864255678105 0.010558096405115446 -0.0015988260261181348 -0.023473001435206149 -0.0038581390400432092 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678.87750580348074 leaf_count=15526 21 23 78 18 43 48 663 30 34 28 27 43 4018 26 403 36 18 22 76 222 169 110 63 29 40 27 55 1656 1192 2273 internal_value=-7.76347e-07 -0.00012121 -0.00261041 -0.000668371 -0.00179212 -0.00923664 -0.000753768 -0.000996752 -2.9215e-05 -0.0100343 -0.0163302 0.00020439 -4.64195e-05 -0.00924287 0.00173014 -0.00323436 0.00266467 -0.0034929 0.00408005 -0.000413042 -0.000793151 0.00664422 -0.0066112 -0.0111632 -1.58592e-05 3.97866e-05 0.000973576 0.00256415 -0.00173969 -0.000480504 internal_weight=7739.74 4876.95 173.816 134.42 129.686 39.3963 123.65 18.2256 4703.14 12.2067 21.1707 2862.78 2458.62 22.8327 404.16 64.0275 340.132 63.5703 276.562 100.485 57.4933 176.076 51.5417 30.4948 21.0468 2435.79 871.561 549.457 322.103 1564.23 internal_count=27017 16518 930 747 729 183 686 78 15588 62 105 10499 9290 69 1209 189 1020 209 811 298 191 513 153 92 61 9221 2930 1683 1247 6291 is_linear=0 shrinkage=0.03 Tree=1560 num_leaves=31 num_cat=0 split_feature=11 3 0 3 7 5 4 3 5 6 3 13 6 2 4 4 5 5 12 7 3 2 6 5 5 11 12 8 8 0 split_gain=0.215386 1.50834 2.96878 4.93367 3.11789 2.26434 3.71139 2.2157 2.51018 2.69512 2.963 2.46958 2.23636 2.82223 2.10515 1.95874 1.92249 1.81859 1.72777 1.61842 0.404071 1.94196 1.06981 1.1637 0.463932 1.96867 2.51969 1.66781 1.51463 3.85281 threshold=-1.4999999999999996 1.3 575.00000000000011 1.1000000000000003 0.90000000000000013 1.3450000000000006 1.1050000000000006 2.1000000000000005 1.7800000000000005 0.70000000000000007 2.5000000000000004 4.1000000000000005 1.1000000000000003 2.1000000000000005 1.6350000000000005 2.0650000000000008 1.2950000000000006 1.2250000000000008 2.3000000000000007 1.3 3.7000000000000006 0.70000000000000007 1.5000000000000002 2.6750000000000012 2.1250000000000009 2.1666666666666674 3.7000000000000006 5.5000000000000009 7.9000000000000012 350.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 16 18 17 -7 11 14 -10 -11 12 15 -14 19 -3 -4 -6 -1 -9 24 -22 23 -23 -2 28 -27 -28 -26 -30 right_child=20 7 3 -5 5 6 -8 8 9 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 26 27 -29 29 -31 leaf_value=0.0033875488041904592 -7.576788439946418e-05 -0.0081031122846140433 -0.0046001622423057064 0.011634534330184017 0.0069080217483510412 -0.008756617673812769 0.0156326889131971 0.027554525780474674 0.018129200305205227 0.0057676634475442613 -0.011191420376255621 -0.015744591591058475 0.0024417540215397036 -0.013559384133230162 -0.0016737091199885376 0.008922509940501722 -0.026751719015510909 -0.0051066267394396609 -0.01255252596913032 0.0087907076407478506 0.018985293118091526 0.0047996408438077285 -0.0205284574473911 -0.017086793331627409 8.7071903060715857e-06 0.027721634549714644 -0.0034407476183220096 0.014531347616697381 -0.012015525423859299 0.015048961577225132 leaf_weight=12.186027050018312 8023.5695780701935 53.638955742120743 6.0965585038065919 8.2743838131427765 35.38206484913826 6.5411283373832694 39.677641473710537 7.8614989370107713 6.1157771050930014 17.233593039214611 20.06971381418407 11.665353886783121 105.50755466520786 10.950085982680319 7.2759373486042014 6.8592268154025069 8.3632576018571836 16.685523331165314 12.294231176376341 8.7324433177709562 2.6372533962130573 6.0080184675753099 4.8251059586182228 3.4373006746172905 407.1257807482034 5.206054478883746 10.97536785900593 8.0599765926599485 6.4798615425825146 17.569316022098064 leaf_count=36 23836 164 19 28 102 20 114 25 22 64 107 37 333 35 21 23 28 47 36 27 19 34 46 26 1597 17 48 26 22 58 internal_value=-5.40591e-08 0.000679009 0.00311787 -0.00684027 0.00496194 0.00734795 0.012181 -0.000707633 0.00396602 -0.000330198 -0.00335657 -0.00237492 -0.00149356 0.000937226 0.0117808 -0.00617276 -0.0174122 0.00305782 -0.00461772 0.0176802 -3.21382e-05 -0.00466528 -0.00903604 -0.00316518 -2.28994e-05 0.000908543 0.00922716 0.00416903 0.000440856 0.00775665 internal_weight=8897.3 401.411 145.501 22.7342 122.767 98.2864 46.2188 255.91 67.289 43.4191 37.3033 188.621 176.956 116.458 23.8699 60.4982 14.4598 52.0676 24.4803 16.5939 8495.89 16.9077 14.2704 9.44532 8478.99 455.416 24.2414 19.0353 431.175 24.0492 internal_count=27017 1288 430 75 355 283 134 858 266 193 171 592 555 368 73 187 47 149 72 52 25729 125 106 60 25604 1768 91 74 1677 80 is_linear=0 shrinkage=0.03 Tree=1561 num_leaves=31 num_cat=0 split_feature=4 5 5 13 0 7 10 12 12 4 6 5 4 9 10 12 11 11 13 3 3 4 10 12 9 4 5 13 12 6 split_gain=0.217549 0.879022 2.8882 4.19994 3.52364 5.22296 4.9581 2.27611 3.08111 2.12767 1.69641 1.73532 1.65216 4.06545 4.8736 2.36642 2.13772 2.10216 2.06511 1.90855 1.63428 1.59072 2.55196 1.45084 1.21553 1.5473 1.20792 0.84741 2.84616 2.13985 threshold=1.3650000000000009 1.3650000000000007 1.4150000000000007 2.3000000000000007 350.00000000000006 1.5000000000000002 -0.33333333333333331 1.3000000000000003 1.1000000000000003 1.0350000000000008 1.3 1.4550000000000007 1.2350000000000005 3.3000000000000003 0.83333333333333337 3.3000000000000007 -1.8333333333333328 -1.4999999999999996 2.7000000000000006 1.9000000000000001 1.9000000000000001 1.3150000000000006 -1.0000000180025095e-35 2.1000000000000005 4.3000000000000016 1.1150000000000007 1.6350000000000005 3.9000000000000008 1.5000000000000002 1.3 decision_type=2 2 2 2 2 2 2 2 2 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 21 5 -5 -6 8 26 -10 23 -12 15 14 18 16 -1 -15 -14 -19 -18 22 -3 -9 25 -17 -4 -2 -29 -30 right_child=27 2 7 4 6 -7 -8 10 9 -11 11 -13 13 17 -16 24 20 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.014685386125398919 -2.3791557961089413e-05 -0.00032718623863398663 0.0029389277236742378 -0.018137557318985194 -0.0055199162963883632 0.0022300882516817135 0.0083967235831388359 -0.0013993295230888333 0.023454742482411157 0.0064847328880944825 0.0030355657630638292 -0.001268675611386578 -0.01256830818755004 0.015846416216269976 0.014329128875322571 -0.014320810396689532 0.0001914424519128694 0.0027822694148666683 -0.0021833341242723601 0.017958347605293756 0.0085583931931297163 -0.021931922874317077 -0.014849379198460907 0.0018453092801143452 -0.02217045483477947 0.0071575999812251816 -0.012489644864713191 -0.017544096586021268 0.0088898260700022626 -0.0017871495616282168 leaf_weight=8.5596188232302648 3692.5699714422226 19.474295899271965 13.253064081072809 22.423625752329826 40.782237760722637 22.906508192420006 52.961479678750038 161.77254770696163 10.764239728450777 17.394621551036835 93.268153995275497 876.72718326747417 31.466563478112221 12.005704656243323 11.339663594961165 7.2977337613701838 979.56793102622032 364.96929384768009 38.100113436579704 7.6136527657508841 21.470953151583672 9.582529738545416 24.708097070455551 531.6393558755517 5.6940305382013312 5.1481137275695801 6.9682344496250144 9.8340810760855657 17.985236160457134 278.40186898782849 leaf_count=37 14091 66 44 77 141 77 174 559 34 56 309 3181 104 39 35 31 3324 1209 129 24 69 32 83 1848 20 18 23 42 79 1062 internal_value=4.20005e-07 0.00017692 -0.000250326 -0.00373096 -0.00097817 -0.00784525 0.00234243 0.000141779 0.00655622 0.0129718 -4.47845e-05 -0.000854809 0.000721873 0.00220462 -0.00390797 5.02909e-05 0.000243252 0.00349053 -0.00688069 0.00309239 0.000370902 -0.0108516 -0.00844842 0.00108834 -0.0106892 -0.00543646 -0.00237774 -0.000149556 -0.00166608 -0.00113925 internal_weight=7396.65 3397.86 1904.63 192.839 139.074 45.3301 93.7437 1711.79 48.3802 28.1589 1663.41 969.995 1493.23 465.495 80.9063 1027.74 1009.6 384.589 69.5667 372.583 1001.04 53.7649 44.1824 693.412 18.1399 12.4458 20.2213 3998.79 306.221 296.387 internal_count=27017 11743 6704 650 469 154 315 6054 157 90 5897 3490 5039 1540 268 3499 3430 1272 233 1233 3393 181 149 2407 69 49 67 15274 1183 1141 is_linear=0 shrinkage=0.03 Tree=1562 num_leaves=31 num_cat=0 split_feature=4 8 3 8 7 5 2 4 8 4 4 12 0 0 7 13 8 10 4 12 9 0 5 4 9 9 12 7 2 11 split_gain=0.220697 1.50623 2.1408 1.28924 2.21679 2.63667 3.04613 1.78747 1.55244 1.62627 2.84482 1.58777 1.22219 1.44721 1.03881 1.03556 3.48736 2.87158 2.6281 2.88287 2.96254 1.68384 1.33122 2.61778 2.33564 3.15988 1.7057 2.11161 1.44298 1.81937 threshold=1.3350000000000006 7.7000000000000002 1.3 6.9000000000000012 1.5000000000000002 1.6100000000000005 0.90000000000000013 1.2450000000000008 6.3000000000000016 1.2350000000000005 1.1750000000000005 2.9000000000000008 725.00000000000011 925.00000000000011 1.7000000000000004 3.9000000000000008 3.5000000000000004 -0.49999999999999994 1.3450000000000006 1.5000000000000002 4.3000000000000016 525.00000000000011 0.82000000000000028 1.6750000000000003 4.1000000000000005 2.9000000000000004 2.5000000000000004 1.3 0.3000000000000001 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 8 5 6 -5 -6 12 10 -10 -11 14 -14 -1 22 17 -17 -18 20 -20 -21 23 26 25 -25 27 -2 29 -24 right_child=15 2 -4 4 7 -7 -8 -9 9 11 -12 -13 13 -15 -16 16 18 -19 19 21 -22 -23 28 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00024109688452636383 -0.02448588675676077 -0.00077300346959876783 -0.023660525547453685 0.0034012332179616926 0.021228402717384482 0.0096018492620752564 -0.022817092109803823 0.0022188892958952158 -0.0053772555387051916 -0.0051145390271833948 0.0083443612515748718 -0.018873931056303021 -0.015955846447700695 0.0030159278958114643 -0.0010218951262680358 0.0050797912659223104 0.018143370169998198 -0.01309702457636603 0.0015464582390669627 0.0028800418105738752 0.030771555583012183 -0.0025992042217611198 -0.00093906796940291365 -0.013505288752038283 -0.012625638377919713 0.021797929614169449 0.0024175297317542256 -0.0055690222101686809 2.5610493431941875e-05 0.018402818865594594 leaf_weight=2516.7070709466934 10.488341864198452 9.6712461560964567 5.9353522211313239 8.8001191765070015 10.304740943014624 13.216944321990011 7.2938265651464453 7.8380191177129737 40.387210592627525 30.612815141677856 20.501042455434799 10.018071964383124 9.2992176935076696 5.9240698516368857 764.04729044437408 11.605314195156096 9.6617901474237424 23.995792962610722 6.1601517349481565 221.80809244886041 6.3290362395346165 65.350064972415566 8.8216263055801409 3.167589787393811 5.0382953137159339 8.1602056436240655 6.7360754944384089 10.758197564631699 3871.8185481685214 8.686975531280039 leaf_count=7615 53 33 20 27 33 38 27 27 129 111 66 32 41 26 2619 38 31 83 23 812 21 266 27 29 38 46 39 56 14584 27 internal_value=-3.39261e-07 -0.000178475 -0.00947737 -0.000136348 0.00477433 -0.00032703 -0.00848099 0.0130159 -0.000204937 -0.00385893 -0.000757194 -0.0085071 -9.23903e-05 -0.00857307 -5.30384e-05 0.000143738 0.00171991 -0.00717171 0.00274333 0.00224677 0.0163566 0.0016331 5.53687e-06 -0.00516271 0.00436785 0.0119261 -0.0107368 -0.0149073 6.44687e-05 0.0086575 internal_weight=7739.14 3460.56 15.6066 3444.95 47.4537 29.3109 16.0939 18.1428 3397.5 101.519 60.8883 40.6309 3295.98 15.2233 3280.75 4278.59 344.91 35.6011 309.309 299.647 12.4892 287.158 3933.68 44.3487 16.3661 11.3278 27.9826 21.2465 3889.33 17.5086 internal_count=27017 10844 53 10791 152 92 54 60 10639 338 195 143 10301 67 10234 16173 1274 121 1153 1122 44 1078 14899 261 113 75 148 109 14638 54 is_linear=0 shrinkage=0.03 Tree=1563 num_leaves=30 num_cat=0 split_feature=12 4 8 13 13 6 9 9 5 7 3 5 8 4 6 10 5 12 10 5 5 7 10 8 4 9 4 7 4 split_gain=0.214396 0.950765 0.959224 0.886331 0.884878 3.72713 3.06013 2.23445 1.36356 1.18506 2.55234 3.4791 1.86781 4.15954 1.88775 1.1457 0.798123 1.60459 3.12859 3.25771 2.92166 2.10843 1.93066 0.916366 2.92108 2.51458 1.36245 3.35865 1.51584 threshold=2.5000000000000004 0.71500000000000019 1.7000000000000004 5.9000000000000012 1.1000000000000003 0.50000000000000011 5.5000000000000009 4.5000000000000009 1.2950000000000006 0.90000000000000013 1.7000000000000004 1.2650000000000006 4.7000000000000002 1.4750000000000008 0.3000000000000001 0.33333333333333326 1.2050000000000007 2.7000000000000006 -1.4999999999999996 0.88500000000000023 1.1950000000000005 1.5000000000000002 -1.0000000180025095e-35 3.5000000000000004 0.77500000000000036 3.1000000000000005 1.3250000000000008 0.70000000000000007 1.3350000000000006 decision_type=2 2 2 2 2 2 2 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 -7 10 11 -6 13 -11 -14 -12 17 18 -3 -20 21 -19 -22 24 -18 -26 27 -25 -28 right_child=1 16 -4 -5 9 8 -8 -9 -10 12 15 -13 14 -15 -16 -17 23 20 19 -21 22 -23 -24 26 25 -27 28 -29 -30 leaf_value=0.0042711336433661293 -0.00070251408678090148 -0.015856072138044255 -0.016059976666803762 -0.0099366126777505302 -0.0012302160942852143 -0.027068808319599947 0.01794123643517188 -0.018248068697418855 -0.008539579765356289 -0.00041743082757695439 -0.0042169032196228235 0.0030063142750777292 -0.0092976134014156209 -0.0045952504627332982 0.00050229902411890934 -0.017718719649764056 0.019351223859156334 0.0014555973993497107 -0.0067044089134969511 0.0059501517270657382 0.0014170065582238037 -0.0027452603387262894 0.018080303706203948 -0.0034474892730754049 -0.01193591290347382 -0.0010290797950687958 -0.0065663919181681305 0.0021390777263610057 -5.5052361138901079e-05 leaf_weight=9.8305313438177162 8.3478212654590589 7.1550929024815551 6.5186747312545767 8.3235857188701612 288.35203594714403 6.3730975091457358 7.855211228132247 6.6468981504440299 8.1394279673695547 1481.6531428843737 23.752237316221002 441.67904256284237 17.887793198227882 250.78355484455824 1604.6663392111659 7.4242440871894351 6.13487485051155 250.11481886357069 20.874173291027546 148.98120284825563 11.90758688747883 188.62015862762928 13.189323879778383 113.94960263743997 19.848985061049461 457.91538541670889 32.551486108452082 645.56572312302887 2801.8926371242851 leaf_count=29 29 23 33 27 833 19 25 21 29 4280 93 1351 54 701 4525 31 21 792 63 436 37 632 43 474 61 1538 104 2030 8683 internal_value=2.0659e-07 0.000138321 -0.00743647 -0.000156823 -0.000137232 -0.00464389 0.00253267 -0.00481298 -0.0166766 -9.47016e-05 0.000973955 0.00133294 -0.000337167 -0.0010222 0.00039426 -0.00743217 0.000162185 0.00114639 0.0035764 0.00439498 0.000219034 -0.000350428 0.0101742 7.51588e-06 -0.00121808 -0.00148221 0.000172534 0.00130093 -0.00012983 internal_weight=8896.93 4733.57 14.8665 4163.37 4155.04 38.8452 24.3326 16.4774 14.5125 4116.2 761.208 730.031 3354.99 1732.44 1622.55 31.1765 4718.7 640.842 177.01 169.855 463.832 438.735 25.0969 4077.86 483.899 477.764 3593.96 759.515 2834.44 internal_count=27017 14999 62 12018 11991 123 75 50 48 11868 2308 2184 9560 4981 4579 124 14937 2026 522 499 1504 1424 80 12911 1620 1599 11291 2504 8787 is_linear=0 shrinkage=0.03 Tree=1564 num_leaves=31 num_cat=0 split_feature=6 10 9 9 8 2 3 4 3 8 5 11 10 9 4 8 13 10 5 10 8 9 9 10 10 6 12 5 11 10 split_gain=0.229662 1.69784 2.79015 3.002 3.69346 3.51459 2.57836 2.50421 1.20174 2.08378 2.15425 2.68414 1.98414 1.64728 3.52983 4.47872 2.71019 2.24501 1.89307 1.55723 1.54151 1.07879 0.973806 1.40142 1.42463 1.72062 3.71781 2.35191 1.14158 1.13745 threshold=1.7000000000000004 -1.1666666666666663 2.5000000000000004 3.7000000000000006 7.1000000000000005 1.7000000000000004 0.90000000000000013 1.5450000000000006 1.1000000000000003 2.3000000000000003 1.7950000000000002 -0.66666666666666619 -0.66666666666666663 5.1000000000000005 1.2850000000000008 2.7000000000000006 4.1000000000000005 1.8333333333333339 1.8050000000000004 -0.33333333333333331 4.9000000000000012 4.5000000000000009 8.1000000000000014 -1.4999999999999996 -1.0000000180025095e-35 1.1000000000000003 2.3000000000000007 2.055000000000001 3.1666666666666674 -1.1666666666666663 decision_type=2 2 2 2 2 2 2 2 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 -2 6 5 -5 -4 -8 9 19 12 -12 -11 14 15 -10 -16 20 -19 -3 -15 -21 28 -24 -25 27 -27 -26 29 -1 right_child=1 8 3 4 -6 -7 7 -9 13 10 11 -13 -14 17 16 -17 -18 18 -20 21 -22 -23 23 24 25 26 -28 -29 -30 -31 leaf_value=-0.0014459122169704314 -0.017753920488557746 0.00056559514382777088 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5.5656562857329845 6.3412406295537931 226.35075476765633 5.4017074108123779 8.5232531726360303 54.146464306861162 20.21025450527668 6.4647221565246573 37.502306584268808 18.657866917550564 5.241167113184928 4583.9980272836983 leaf_count=2137 21 34 25 451 42 110 59 30 124 511 39 62 1803 1218 947 803 236 22 21 25 847 23 31 215 76 24 147 75 28 16831 internal_value=4.06194e-07 0.000265048 0.0028417 0.00342924 0.00178444 0.00280183 0.0115706 0.0156984 -1.6073e-05 0.000945512 0.00122754 0.00918644 0.000880872 -0.000607426 -0.00168636 -0.00424375 0.000343783 0.000559281 -0.0129495 -0.00823554 0.000823607 -0.0156127 -0.000105192 0.00231505 0.00158064 0.00405418 0.00811945 -0.00054439 -0.000173688 -0.000159408 internal_weight=7396.33 2109.55 207.518 201.763 167.852 159.514 33.9109 27.1507 1902.03 724.288 702.702 29.3302 673.372 1177.75 611.89 270.783 341.107 565.857 10.8596 21.5859 554.997 11.7429 5286.78 145.505 136.982 82.8352 43.967 38.8681 5141.28 5136.04 internal_count=27017 7453 738 717 603 561 114 89 6715 2497 2415 101 2314 4218 2110 927 1183 2108 43 82 2065 48 19564 568 537 322 171 151 18996 18968 is_linear=0 shrinkage=0.03 Tree=1565 num_leaves=30 num_cat=0 split_feature=7 2 8 9 8 0 5 4 3 0 11 9 11 4 10 0 4 2 5 12 5 9 7 6 5 6 10 7 4 split_gain=0.216096 1.68583 1.85529 1.74127 2.52526 1.96853 3.14507 1.97072 1.78783 1.38215 0.863305 0.633061 1.57618 1.52798 1.81022 1.95959 1.38614 1.00971 0.882062 2.26407 1.23915 2.7724 3.55367 2.49311 1.7061 3.40831 0.756706 0.410361 0.267514 threshold=2.1000000000000005 0.3000000000000001 8.5000000000000018 3.5000000000000004 3.1000000000000005 350.00000000000006 2.1050000000000009 1.7300000000000004 1.5000000000000002 475.00000000000006 0.33333333333333326 2.1000000000000005 -0.66666666666666619 1.0450000000000006 -0.49999999999999994 525.00000000000011 1.3350000000000006 1.1000000000000003 0.67500000000000016 1.5000000000000002 0.8500000000000002 3.1000000000000005 1.3 0.90000000000000013 0.90500000000000014 1.1000000000000003 0.50000000000000022 2.3000000000000003 1.5050000000000006 decision_type=2 2 2 2 2 2 2 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 3 4 10 7 -7 -5 -6 -2 -3 12 16 17 -15 -16 -1 -14 19 -13 21 22 -20 -23 25 -22 -26 -4 -21 right_child=1 2 27 5 8 6 -8 -9 -10 -11 -12 18 13 14 15 -17 -18 -19 20 28 24 23 -24 -25 26 -27 -28 -29 -30 leaf_value=-0.024857263110831758 -0.0020299116234794995 -0.015514951007933386 -0.0078517645949228495 -0.0022987523818671445 0.0059647823975492141 0.00072732194026598992 -0.017539019562871162 -0.011808629164448926 -0.0032174286314225679 -0.02129884541328899 -0.00035511515892906081 0.011905581565501607 -0.00028517478706098465 -0.024341547500121619 -0.0096840536741129909 0.016449047565944841 -0.00098799399821377829 0.016791940610258398 0.00044237748831765566 -0.023143611718547844 -0.015330037418093863 0.012453817324246646 0.023184476401862057 -0.001436550179431404 0.00027233690773253012 -0.00049999199711080178 -0.00044190366389113082 -0.023122837324720865 -0.010991326101422614 leaf_weight=5.1971283778548223 7.1878154277801496 8.1686828397214395 2.8449723385274401 155.62605503946543 100.78746211156249 377.03699907008559 8.6786762811243516 22.439618482254446 23.541879516094923 6.2752317786216736 5.7680018693208686 3.2425020113587362 6.9318291544914263 3.9061949029564849 7.5017016567289811 3.93806694727391 3.7838020194321871 5.6607798114418983 12.092850565910341 4.2559494487941265 19.378524137660861 13.763354178518055 12.655297389253972 75.005953270941973 4960.3070871545933 49.766340784728527 1826.6029354985803 3.5721895657479763 2.6426343321800232 leaf_count=26 26 35 17 583 432 1538 35 135 97 26 23 17 25 24 38 19 23 22 54 29 107 81 57 295 16632 193 6374 30 24 internal_value=-6.25737e-07 -0.000494859 -0.000295013 -0.000148237 0.00286872 -0.000888137 0.000316326 -0.00349718 0.00422612 -0.0110113 -0.00924072 5.02249e-05 -0.00386783 -0.000353403 -0.00670875 -0.000687901 -0.0148008 0.00739153 7.09496e-05 -0.00877029 8.38141e-05 0.00319257 0.0120719 0.0007171 3.23416e-05 -0.00465626 8.01089e-05 -0.0163526 -0.0184884 internal_weight=7738.56 721.928 708.465 702.047 138.266 563.781 385.716 178.066 124.329 13.463 13.9367 7016.63 36.9195 27.9386 15.346 11.4398 8.98093 12.5926 6979.71 10.1411 6969.57 113.517 24.7481 88.7693 6856.05 69.1449 6786.91 6.41716 6.89858 internal_count=27017 2977 2925 2878 587 2291 1573 718 529 52 58 24040 177 128 81 57 49 47 23863 70 23793 487 111 376 23306 300 23006 47 53 is_linear=0 shrinkage=0.03 Tree=1566 num_leaves=17 num_cat=0 split_feature=13 6 3 5 12 12 2 4 12 0 8 12 5 12 10 4 split_gain=0.21779 0.226761 1.03308 0.220126 1.78709 3.64687 2.9912 2.36198 1.82797 1.95329 1.78446 1.04243 1.2597 1.10876 2.15819 0.685751 threshold=6.1000000000000005 3.5000000000000004 1.3 1.7650000000000006 1.7000000000000004 1.5000000000000002 0.70000000000000007 1.3550000000000006 2.1000000000000005 475.00000000000006 3.9000000000000004 5.5000000000000009 1.4850000000000008 4.5000000000000009 -1.0000000180025095e-35 2.495000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 11 5 6 -5 -7 10 -10 -6 13 -13 15 -15 -1 right_child=-2 2 -4 4 8 7 -8 -9 9 -11 -12 12 -14 14 -16 -17 leaf_value=-1.4049535190806637e-05 0.0049719833569982844 -0.013007300076224932 0.0043290004889163861 -0.0098583557705416228 0.0025955173559440306 0.0076021515424746543 0.014275660875741782 0.027193485636646177 0.0016489341645750254 -0.00047906168012293478 -0.0063652853354093973 -0.001795813615524668 0.019312780215855099 0.0017762937750181508 -0.0068282882016450237 -0.0033753098673717269 leaf_weight=6946.3951706811786 7.9219267070293418 5.9945826977491361 6.3926170505583286 15.958540335297586 27.908251658082008 17.981982633471493 6.5063887089490882 8.0035953968763334 652.80039832182229 957.79957750253379 70.59416775405407 4.7558306902647001 5.4720829799771309 46.121696941554546 60.84227179735899 55.059682361781597 leaf_count=20186 25 24 23 52 91 59 20 23 2267 3375 227 22 25 159 208 231 internal_value=-1.8195e-08 -4.44948e-06 -0.00406062 1.21112e-06 0.00030188 0.00598354 -0.00286856 0.0136363 0.000140813 0.000383447 -0.00382646 -7.30222e-05 0.00949759 -8.67929e-05 -0.00311809 -4.04826e-05 internal_weight=8896.51 8888.59 12.3872 8876.2 1757.55 48.4505 22.4649 25.9856 1709.1 1610.6 98.5024 7118.65 10.2279 7108.42 106.964 7001.45 internal_count=27017 26992 47 26945 6114 154 72 82 5960 5642 318 20831 47 20784 367 20417 is_linear=0 shrinkage=0.03 Tree=1567 num_leaves=31 num_cat=0 split_feature=4 12 0 11 5 7 9 9 4 12 13 13 4 0 10 9 4 3 9 9 11 12 9 5 2 11 3 7 6 9 split_gain=0.222291 0.85673 4.10174 2.94332 2.54506 2.71783 2.44641 2.26331 2.43351 2.1353 2.90524 2.67295 4.2065 2.28609 2.13275 2.90198 2.0798 4.10229 1.97774 2.83407 1.78707 2.00369 1.62234 0.819113 2.11631 2.05872 3.36865 3.38959 2.61533 3.51127 threshold=1.3650000000000009 3.5000000000000004 200.00000000000003 1.5000000000000004 1.2350000000000008 2.1000000000000005 6.9000000000000012 4.3000000000000016 1.1650000000000007 2.9000000000000008 2.1000000000000005 2.9000000000000008 0.83000000000000029 475.00000000000006 1.8333333333333339 4.5000000000000009 1.3350000000000006 1.5000000000000002 6.1000000000000005 5.3000000000000016 0.33333333333333326 1.9000000000000001 7.7000000000000002 1.3750000000000007 0.3000000000000001 0.50000000000000022 1.3 2.3000000000000003 0.70000000000000007 4.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 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 6 4 -4 -6 18 -5 -9 14 16 12 -12 -13 20 -16 17 -11 19 -3 22 -22 -1 24 -2 26 -26 -28 29 -27 right_child=23 2 3 7 5 -7 -8 8 -10 10 11 13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 25 28 27 -29 -30 -31 leaf_value=-0.0004815199974598567 0.016683660001208175 0.016421570855680554 -0.019233859366458397 0.0083937013257919177 0.0029847517724660095 -0.015211615933960008 -0.007446564232212999 -0.0014108730794168316 -0.021017893487246284 -0.012760850410323816 0.020019942615540503 -0.0047961715192858002 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leaf_count=5558 20 62 25 19 668 29 21 39 62 61 18 268 531 355 21 33 37 316 22 27 1195 2165 211 9253 3627 181 812 75 1228 78 internal_value=4.04717e-07 0.000178837 0.00185593 0.000220178 0.0016119 0.00220505 0.0107525 -0.00866278 -0.0127775 4.35076e-05 -0.00189384 -0.00335686 -0.00629052 -0.000823211 0.000359051 0.0107648 0.00216515 0.000859231 0.0138234 0.010173 0.000290816 0.00129134 -0.000307723 -0.000151193 -0.000704781 -0.00077771 -0.000138759 0.00307744 -0.00271648 0.00326222 internal_weight=7396.03 3397.33 253.67 214.273 185.25 180.124 39.397 29.0237 23.3828 3143.66 440.308 323.651 149.985 173.666 2703.35 17.6117 116.657 105.449 33.709 26.9167 2685.74 1005.29 1680.45 3998.69 1501.98 1495.7 1124.96 232.517 370.746 55.918 internal_count=27017 11743 974 842 722 697 132 120 101 10769 1586 1172 549 623 9183 54 414 377 111 89 9129 3360 5769 15274 6021 6001 4514 887 1487 259 is_linear=0 shrinkage=0.03 Tree=1568 num_leaves=31 num_cat=0 split_feature=9 11 5 11 9 9 7 7 13 8 10 2 4 3 8 5 4 7 9 4 4 8 4 2 2 9 8 2 12 5 split_gain=0.21807 1.70714 1.89933 1.32782 1.63194 2.04515 1.35241 1.30641 4.82331 2.13998 1.14224 3.33019 2.32107 2.23152 1.90124 2.69519 2.42176 2.29161 0.477598 2.49066 2.31646 4.31154 3.75812 3.03579 3.54263 2.107 5.72287 4.27577 3.39288 3.69084 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 8.3000000000000025 8.5000000000000018 0.90000000000000013 1.1000000000000003 3.1000000000000005 4.5000000000000009 0.50000000000000022 0.90000000000000013 1.0950000000000009 1.1000000000000003 7.7000000000000002 1.9500000000000004 1.7300000000000004 0.70000000000000007 6.7000000000000002 0.71500000000000019 1.1450000000000007 5.9000000000000012 0.98000000000000043 0.3000000000000001 0.70000000000000007 6.5000000000000009 4.1000000000000005 1.7000000000000004 1.5000000000000002 1.1450000000000007 decision_type=2 2 2 2 2 2 2 2 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 10 -3 7 6 -6 -5 9 -9 -4 14 -12 -13 -14 15 16 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25.7337 47.1471 20.2265 26.9206 190.863 57.4073 48.4407 46.0046 133.456 127.2 57.2011 69.9988 7422.89 802.071 795.21 153.222 144.983 641.989 635.532 6620.82 220.834 67.8571 152.977 142.56 internal_count=27017 1014 398 360 209 127 82 151 63 88 616 190 162 155 426 404 181 223 26003 2549 2529 447 422 2082 2063 23454 700 198 502 472 is_linear=0 shrinkage=0.03 Tree=1569 num_leaves=31 num_cat=0 split_feature=9 10 5 3 9 9 5 9 3 5 3 5 8 2 0 8 11 6 4 4 5 12 4 10 4 13 13 4 0 2 split_gain=0.211493 1.87978 4.42693 3.01335 3.78867 3.46403 2.34993 2.24854 2.90521 3.22436 4.38614 3.0711 3.3578 2.60725 1.56287 5.9536 1.67903 1.5391 1.36318 2.65632 2.40928 1.33435 1.12362 1.08988 2.82476 3.35331 3.773 3.50904 3.74218 3.2255 threshold=4.1000000000000005 1.1666666666666672 1.7000000000000004 1.7000000000000004 3.9000000000000004 3.9000000000000004 1.5250000000000006 3.9000000000000004 0.90000000000000013 1.2750000000000006 0.3000000000000001 2.0650000000000008 3.1000000000000005 1.5000000000000002 925.00000000000011 7.9000000000000012 1.0000000180025095e-35 1.5000000000000002 2.4350000000000009 2.2550000000000012 1.4450000000000007 3.7000000000000006 1.8050000000000004 0.50000000000000022 0.98000000000000043 3.1000000000000005 3.9000000000000008 0.8500000000000002 200.00000000000003 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 6 21 -3 14 9 10 -9 12 -10 -11 18 16 -16 -4 19 -1 -20 -5 -6 -2 25 27 -27 -25 -29 -26 right_child=23 2 17 5 22 -7 -8 8 11 13 -12 -13 -14 -15 15 -17 -18 -19 20 -21 -22 -23 -24 24 29 26 -28 28 -30 -31 leaf_value=-7.851376896894547e-05 -0.00033303069294316005 0.0011984464593859047 0.022592651833751799 -0.02414497238987991 -0.0078307071948924938 0.0060604548477978344 -0.012775873073575897 0.01688459848076353 -0.005871996920474889 0.0021476185630987317 -0.0063756093707887313 -0.012958372298684389 0.0057969536166919784 0.022301011583448844 0.024270464895191513 -0.01972320958185891 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66 2553 72 28 33 92 2624 internal_value=-1.01391e-06 0.000235042 -0.00237226 -0.00352759 -0.00206722 -0.0123642 6.55406e-05 0.000497935 0.00251739 -0.00132903 -0.00429674 0.00419048 0.00475973 0.00661066 5.09965e-05 0.00789652 0.0164917 0.0128819 -4.66627e-05 3.50408e-05 -0.00832793 -0.0180414 -0.0109321 -9.16546e-05 0.000540544 0.00568915 0.0133588 0.00136469 0.00648478 0.000262529 internal_weight=8896.13 2468.2 226.073 210.156 180.35 29.8053 145.375 2242.12 406.298 123.158 89.6487 283.14 274.043 33.509 1835.82 22.5709 17.214 15.9169 1813.25 1795.54 17.7149 22.7847 34.9752 6427.94 1776.09 90.9924 32.8071 58.1853 39.2351 1685.1 internal_count=27017 7254 678 627 539 88 434 6576 1197 354 259 843 811 95 5379 94 72 51 5285 5212 73 68 105 19763 5468 291 100 191 125 5177 is_linear=0 shrinkage=0.03 Tree=1570 num_leaves=31 num_cat=0 split_feature=6 10 9 9 13 5 0 3 3 11 11 5 0 0 4 11 12 4 6 12 2 9 10 10 4 13 13 2 11 11 split_gain=0.219691 1.62762 2.70377 2.89163 2.92434 4.48367 4.41923 1.18345 2.748 6.7747 2.83797 3.08819 2.82242 2.73188 1.77063 3.23794 3.64718 2.52461 2.37919 3.32741 2.87933 0.936745 1.3398 1.40344 1.76101 1.37134 2.35772 1.71098 1.1097 1.10292 threshold=1.7000000000000004 -1.1666666666666663 2.5000000000000004 7.7000000000000002 3.1000000000000005 1.2350000000000008 475.00000000000006 0.90000000000000013 0.70000000000000007 -1.4999999999999996 0.33333333333333326 0.87000000000000033 475.00000000000006 575.00000000000011 1.1750000000000005 -0.66666666666666663 1.5000000000000002 1.0350000000000008 2.7000000000000006 1.7000000000000004 1.7000000000000004 8.1000000000000014 -1.4999999999999996 1.5000000000000004 1.6850000000000005 2.1000000000000005 2.3000000000000007 0.70000000000000007 3.1666666666666674 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 -2 4 5 -4 -6 8 10 -10 12 -12 -3 -11 15 16 -9 -17 19 -16 -20 28 -23 25 -25 27 -27 -24 29 -1 right_child=1 7 3 -5 6 -7 -8 14 9 13 11 -13 -14 -15 18 17 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325.902 1003.38 923.177 80.207 5286.1 145.615 137.047 11.3609 125.686 68.8179 56.8678 5140.48 5135.29 internal_count=27017 7453 738 717 678 183 495 6715 1606 746 860 256 604 725 5109 1536 395 1141 3573 3271 302 19564 568 537 41 496 265 231 18996 18968 is_linear=0 shrinkage=0.03 Tree=1571 num_leaves=31 num_cat=0 split_feature=9 11 5 11 10 10 8 9 7 4 13 6 12 13 4 10 10 5 11 9 13 10 3 11 4 5 4 5 11 6 split_gain=0.215108 1.63115 1.82844 1.30025 2.65317 1.73173 2.14105 1.69084 1.66627 1.12021 2.21741 2.43508 1.56363 1.3869 3.0606 1.93904 1.82366 2.03512 0.528577 0.460289 3.33187 1.8323 2.2679 1.69244 1.39402 1.37789 1.1247 1.15712 0.71841 2.83892 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 1.5000000000000004 -0.49999999999999994 1.0000000180025095e-35 5.5000000000000009 9.5000000000000018 1.1000000000000003 1.1550000000000007 3.3000000000000007 0.90000000000000013 1.9000000000000001 3.3000000000000007 1.3250000000000008 -1.0000000180025095e-35 -1.1666666666666663 1.8750000000000002 -0.66666666666666663 7.1000000000000005 4.1000000000000005 1.5000000000000004 0.70000000000000007 -0.66666666666666619 1.6900000000000006 1.5550000000000008 1.3450000000000006 1.9650000000000005 -1.8333333333333328 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 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 9 -3 5 -5 7 -7 -4 -6 10 11 -2 -13 16 -15 -16 18 -18 -11 28 21 22 23 -21 -24 -22 -23 -28 29 -1 right_child=1 2 3 4 8 6 -8 -9 -10 13 -12 12 -14 14 15 -17 17 -19 -20 20 25 26 24 -25 -26 -27 27 -29 -30 -31 leaf_value=9.0276188887312625e-05 -0.0090457518657282264 -0.008350016611394992 0.0075841589708012837 -0.015899605884597396 0.013975880804686864 -0.0051516718049316223 0.010061574798076194 0.022970119255565791 -0.003769613674300482 0.001066738788329278 -0.012296409723159875 -0.00075522534845906726 0.015174438218160106 -0.011961796287857228 -0.00028788647170252697 0.021260972635784924 -0.01032055729828355 -0.0017983038261737672 0.013128930867775926 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0.00344255 0.00456523 -0.00119662 0.00635476 0.0011234 0.00979514 0.00484177 -0.00097468 0.00341413 0.00650741 0.0106143 -0.00217977 0.00473182 0.01215 -0.00338732 -0.0046025 0.00722168 -3.17374e-05 -0.000968816 -0.00146555 -0.00105597 0.00784867 -0.00161491 0.0126407 -0.0108736 -0.0149272 2.78193e-05 0.00198613 internal_weight=7737.7 314.919 124.297 113.493 26.8956 86.5969 34.356 52.2409 19.0655 190.622 41.0656 34.3102 27.143 149.556 22.2433 15.3999 127.313 114.229 13.084 7422.78 443.569 427.949 410.095 24.2211 385.874 15.6199 17.8538 13.8421 6979.22 164.622 internal_count=27017 1014 398 360 85 275 109 166 61 616 125 105 83 491 69 49 422 381 41 26003 1406 1360 1293 78 1215 46 67 54 24597 539 is_linear=0 shrinkage=0.03 Tree=1572 num_leaves=31 num_cat=0 split_feature=11 3 0 3 7 5 4 3 5 6 3 13 13 0 4 5 5 12 4 11 9 13 9 9 3 8 9 8 2 8 split_gain=0.214491 1.46259 2.85334 4.72697 3.01679 2.16332 3.56876 2.1229 2.40129 2.57746 2.85781 2.38062 2.16048 2.14121 1.9984 1.85634 1.74601 1.66796 1.63029 1.5688 0.392629 1.23956 1.21102 0.495194 3.81359 1.43658 0.623836 2.42288 1.70868 0.562871 threshold=-1.4999999999999996 1.3 575.00000000000011 1.1000000000000003 0.90000000000000013 1.3450000000000006 1.1050000000000006 2.1000000000000005 1.7800000000000005 0.70000000000000007 2.5000000000000004 4.1000000000000005 1.7000000000000004 575.00000000000011 1.6350000000000005 1.2950000000000006 1.2250000000000008 2.3000000000000007 1.2750000000000006 -1.8333333333333328 9.9000000000000021 2.5000000000000004 10.300000000000002 9.3000000000000025 2.3000000000000003 4.3000000000000016 8.9000000000000021 4.1000000000000005 1.7000000000000004 4.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 15 17 16 -7 11 14 -10 -11 12 18 -14 19 -4 -6 -1 -3 -9 23 -22 -23 26 25 -25 29 -28 -29 -2 right_child=20 7 3 -5 5 6 -8 8 9 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 27 28 -30 -31 leaf_value=0.0033192793961758496 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16.673813253641129 12.274303108453749 18.653775364160538 6.9299239665269861 8.2227507196366805 4.9256113395094854 4.7060001343488693 5.4631701260805157 5.6131265312433234 9.058607451617716 5.8456860147416618 8.7301632389426249 8.7853829935193044 6029.0026510264724 leaf_count=36 7329 18 19 28 102 20 114 31 22 64 107 37 380 97 21 28 47 36 60 21 38 20 21 20 26 33 25 39 31 18147 internal_value=-7.4435e-07 0.00067706 0.00307919 -0.00669001 0.00488663 0.00723378 0.0119565 -0.000688687 0.00388589 -0.000324288 -0.00329826 -0.00232145 -0.00145762 -0.000172559 0.0115149 -0.017035 0.00303818 -0.00453873 -0.0100111 0.0172463 -3.27614e-05 -0.00447686 -0.0117806 -2.34005e-05 0.00467573 0.0127929 -3.45895e-05 -0.00493021 -0.0105116 -2.10273e-05 internal_weight=8895.41 401.235 145.436 22.7068 122.73 98.2603 46.2263 255.799 67.2846 43.3573 37.2067 188.514 176.9 153.794 23.9272 14.4518 52.034 24.4692 23.1057 16.6508 8494.18 17.8544 9.63161 8476.32 20.1349 14.5218 8456.19 23.3612 17.5155 8432.83 internal_count=27017 1288 430 75 355 283 134 858 266 193 171 592 555 477 73 47 149 72 78 52 25729 79 41 25650 79 53 25571 95 70 25476 is_linear=0 shrinkage=0.03 Tree=1573 num_leaves=31 num_cat=0 split_feature=4 8 10 13 12 12 0 11 8 9 12 4 13 3 2 11 10 2 11 9 10 7 0 2 4 0 13 13 13 5 split_gain=0.220142 0.836553 3.09047 1.76173 1.27381 0.951725 4.05744 2.7553 2.52612 2.15632 2.06328 2.95737 3.41771 1.70549 2.70586 1.62749 2.63621 1.36983 1.02949 0.817143 2.82297 3.77519 3.40748 3.1769 2.83255 2.84662 5.99618 3.24917 1.63347 1.43025 threshold=1.3650000000000009 7.3000000000000016 0.33333333333333326 2.5000000000000004 2.1000000000000005 3.5000000000000004 200.00000000000003 1.5000000000000004 5.1000000000000005 4.3000000000000016 3.1000000000000005 0.79500000000000026 4.5000000000000009 2.5000000000000004 1.7000000000000004 0.33333333333333326 -2.1666666666666656 0.50000000000000011 1.0000000180025095e-35 3.3000000000000003 1.1666666666666672 0.90000000000000013 525.00000000000011 1.7000000000000004 2.225000000000001 525.00000000000011 2.7000000000000006 2.7000000000000006 2.1000000000000005 0.7150000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 -5 10 13 8 -8 -9 15 -12 -13 14 -7 16 -1 -17 -15 20 24 -22 23 -23 25 26 -2 -27 -26 -21 right_child=19 2 -4 4 -6 6 7 9 -10 -11 11 12 -14 18 -16 17 -18 -19 -20 29 21 22 -24 -25 28 27 -28 -29 -30 -31 leaf_value=0.017038660265284122 0.0061638117636079936 -0.010520366029941422 0.01953866625920439 0.016300442081792165 -0.0019959382959606102 0.024390027023231616 -0.0001793209550049237 0.0081954226691099714 0.0084914937216594173 -0.012479384187179721 0.016403603103597484 -0.0037459342204092137 0.018619556079471022 0.010923555362703157 0.0050273921516918512 -0.0015822244874802167 -0.00041903540570074199 0.0015518043038652109 -0.0058624284339335248 0.011911847665700781 -0.026508151657924833 -0.0081719423740346294 -0.016888180961873212 0.013663728869966205 0.0070536259951958467 0.0015784660515251378 -0.0033645248675957832 0.012773173384992538 -0.016544860653970806 -0.00032051638180773952 leaf_weight=7.8192505091428748 107.01884560286999 9.8645271360874194 9.3458008617162687 6.1171937733888608 7.7805321216583252 13.711559012532236 146.14975309371948 5.6593657284975079 38.128796055912971 22.957955002784729 7.1503488272428504 238.58963122963905 6.3119064420461646 6.1746436059474927 12.342711105942724 144.87757930159569 1767.5596453025937 939.28504832834005 7.0345149487257004 8.6232977807521802 6.9060151502490035 10.856549978256227 10.046626467257736 13.396245017647741 3.4650505371391764 47.809789177030325 133.70096663571894 45.579463347792625 11.085584834218023 3599.7103293547407 leaf_count=26 373 40 32 22 27 43 574 19 144 100 28 873 21 22 40 519 6078 3109 26 40 28 39 43 54 19 199 496 174 69 13740 internal_value=5.63772e-07 0.000178144 0.00492356 -0.000824624 0.00605736 0.000131437 0.00190407 0.000269815 0.00161474 -0.00839073 -1.22148e-05 -0.00261424 -0.0031695 0.0107654 0.0152173 0.000217139 -0.000342147 0.001133 0.00198421 -0.000150308 0.00115446 -0.00627129 -0.0021967 0.00388918 0.00203206 0.00259635 0.000871568 0.00704214 -0.0109252 -0.000291283 internal_weight=7395.06 3396.86 33.1081 23.7623 13.8977 3363.75 252.159 212.896 184.279 28.6173 3111.59 252.052 244.902 39.2634 26.0543 2859.54 1775.38 1084.16 13.2092 3998.2 389.865 41.2054 34.2994 24.2528 348.66 334.109 240.72 93.3893 14.5506 3608.33 internal_count=27017 11743 121 89 49 11622 968 837 718 119 10654 922 894 131 83 9732 6104 3628 48 15274 1494 164 136 93 1330 1242 869 373 88 13780 is_linear=0 shrinkage=0.03 Tree=1574 num_leaves=28 num_cat=0 split_feature=4 2 4 5 7 7 3 5 10 10 3 3 8 9 12 9 4 5 7 9 8 2 9 3 6 12 3 split_gain=0.215889 1.55887 2.34227 1.35725 1.2445 1.41962 2.796 2.07776 2.03761 1.79621 1.36856 3.99549 2.3706 2.66593 2.24599 2.01673 1.98866 1.00775 2.31563 1.06068 3.24556 2.92706 1.183 4.16371 1.11341 0.478439 0.00277857 threshold=1.3150000000000006 0.3000000000000001 1.3950000000000007 1.3650000000000007 1.0000000180025095e-35 0.50000000000000011 0.70000000000000007 1.0650000000000006 0.83333333333333337 -1.0000000180025095e-35 0.70000000000000007 0.90000000000000013 4.3000000000000016 3.1000000000000005 1.3000000000000003 4.7000000000000002 0.77500000000000036 0.7150000000000003 2.3000000000000003 2.3000000000000003 3.7000000000000006 1.9000000000000001 3.1000000000000005 1.3 0.70000000000000007 1.9000000000000001 0.70000000000000007 decision_type=2 2 2 2 2 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 -1 6 9 -8 -9 -6 12 16 15 -14 -13 -7 -12 18 25 20 -19 -22 23 -21 -24 -3 -27 right_child=1 17 3 -5 5 10 7 8 -10 -11 11 14 13 -15 -16 -17 -18 19 -20 22 21 -23 24 -25 -26 26 -28 leaf_value=-0.010385153489048525 0.020370689183180937 -0.0089540405297819058 -0.011335170948426284 0.0080007226901288569 -0.019616606074892216 -0.0033548347682044199 -0.013862936850650494 0.0027987050377279591 0.013004168570914279 0.00090431977529469726 0.0062535101372285353 -0.010510161090576965 -0.0083468326999442989 0.0049993901069591935 -3.2872500299976888e-05 0.0024244167181268306 -0.0041715131398801959 -0.020251766373069812 0.011026006399824024 0.001155976961623086 0.012735236462175486 -0.0098171512498641342 -0.0011692595533931004 -0.0076417194888768981 0.0003645391827498389 -0.021916848711176235 -0.023326768935976981 leaf_weight=10.729294054210184 8.5565107017755526 4.2731999084353429 5.4038349092006674 8.2630820050835592 8.1546198278665525 120.8195472471416 6.0977142453193656 156.08283524215221 19.846312887966633 7.2536106407642356 17.374249801039696 18.561747327446938 14.678411558270453 163.64796362817287 2316.4372070394456 98.768573760986328 315.8200069218874 4.0201955363154402 3.9706624029204241 129.36139391269535 26.37603853829205 6.4451634529978028 481.32707657432184 77.373912896960974 3702.3160697864369 2.5878302501514554 2.4479837352409959 leaf_count=34 26 28 19 25 26 433 21 463 59 23 54 61 59 566 7068 315 1061 17 23 600 116 47 2313 345 13169 26 20 internal_value=3.16966e-07 0.000136057 0.00806173 0.000355401 -0.000184692 -0.000151157 0.00231456 0.00335325 0.00394997 -0.00995613 -0.000309931 -0.000554694 0.00133131 0.00390083 -0.00011616 -0.000755384 -0.00362791 9.63913e-05 -0.00815551 0.000121143 0.00519025 0.00830658 7.86064e-05 -0.0021367 0.000188076 -0.0163372 -0.0226022 internal_weight=7737 4462.72 22.2234 13.6669 3274.27 3263.54 197.435 182.027 175.929 15.4082 3066.11 2668.19 397.914 178.326 2335 219.588 333.194 4440.5 13.2797 4427.22 36.8414 32.8212 4390.38 206.735 4183.64 9.30901 5.03581 internal_count=27017 16774 70 44 10243 10209 592 543 522 49 9617 8244 1373 625 7129 748 1115 16704 97 16607 180 163 16427 945 15482 74 46 is_linear=0 shrinkage=0.03 Tree=1575 num_leaves=20 num_cat=0 split_feature=11 4 4 3 7 12 5 2 5 5 3 3 9 6 12 5 4 8 8 split_gain=0.219062 2.85401 2.84191 3.07269 2.1889 2.77865 0.695121 2.05624 0.615431 0.51611 1.60862 0.444211 1.87772 1.81996 1.58885 0.504124 2.08909 0.772267 0.00504568 threshold=-2.4999999999999991 1.5150000000000008 1.3550000000000006 1.9000000000000001 1.5000000000000002 3.7000000000000006 2.9150000000000005 1.7000000000000004 3.2000000000000006 2.7850000000000006 2.9000000000000004 2.9000000000000004 8.1000000000000014 1.3 4.1000000000000005 2.1250000000000009 0.88500000000000023 10.100000000000001 4.7000000000000002 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 -1 5 -3 9 8 18 11 -11 15 14 -14 -13 17 -17 -2 -8 right_child=6 4 -4 -5 -6 -7 7 -9 -10 10 -12 12 13 -15 -16 16 -18 -19 -20 leaf_value=-0.011604591986460138 -2.1683989545636803e-05 -0.027556185675162638 0.029638898636877516 0.018809694563465557 0.0083503819141876288 -0.00077501748062550079 -0.022047651722536026 0.0087773626808490789 -0.0057980808471472549 -0.0031199570224854263 0.017666122377006127 -0.0094958112256797855 -0.0034602474290876969 0.02186492561907704 -0.0010484673430946789 0.012899095730476156 0.00066191702997840543 -0.0076462337246629821 -0.023982164321209847 leaf_weight=6.1215675845742243 8283.449229516089 5.9201270826160934 5.2990821637213221 5.8431243672966957 7.3349460363388053 8.4826918169856054 2.4201703704893571 4.639448681846261 3.036712221801281 7.7871772535145265 5.8817277643829584 24.86811226606369 4.5997710898518545 5.741825919598341 103.20516116451472 12.981532245874403 382.63156625628471 11.973159544169901 2.4336357694119215 leaf_count=22 24581 20 22 29 22 32 22 25 19 36 37 126 23 31 459 49 1404 40 18 internal_value=-7.53066e-07 0.00224266 0.0113491 0.00324865 -0.00498951 -0.0117831 -1.06334e-05 -0.00707168 -0.0163906 -6.28472e-07 0.00582429 -9.64605e-06 -0.00169579 0.0106007 -0.0026887 1.72077e-05 0.00106346 -3.26888e-05 -0.0230176 internal_weight=8894.65 39.0015 17.2638 11.9647 21.7378 14.4028 8855.65 12.53 7.89052 8843.12 13.6689 8829.45 138.415 10.3416 128.073 8691.04 395.613 8295.42 4.85381 internal_count=27017 147 73 51 74 52 26870 84 59 26786 73 26713 639 54 585 26074 1453 24621 40 is_linear=0 shrinkage=0.03 Tree=1576 num_leaves=28 num_cat=0 split_feature=8 13 4 4 4 8 9 4 5 5 5 9 12 5 5 4 7 9 7 5 10 9 12 3 2 5 4 split_gain=0.215949 1.43287 1.87053 1.76688 2.47556 1.3211 1.32008 2.25627 2.09611 5.70395 2.40738 3.45217 1.92463 1.55963 0.387928 1.51031 1.40282 0.482317 3.25696 2.03886 1.67383 0.368864 0.320704 2.03117 1.64121 0.185202 0.152056 threshold=2.5000000000000004 3.7000000000000006 1.2450000000000008 1.0750000000000008 0.87000000000000033 1.9000000000000001 6.7000000000000002 1.0150000000000006 1.5850000000000006 1.5050000000000006 1.6900000000000006 5.1000000000000005 2.9000000000000008 1.3850000000000005 0.62500000000000033 1.5450000000000006 1.7000000000000004 1.9000000000000001 1.5000000000000002 1.0950000000000004 0.33333333333333326 10.500000000000002 2.5000000000000004 1.9000000000000001 0.3000000000000001 1.3650000000000007 1.2150000000000005 decision_type=2 2 2 2 2 2 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 5 -3 8 -8 9 13 26 -12 -9 -1 15 16 -2 18 20 -20 -16 22 23 -19 -24 -6 -10 right_child=14 2 -4 -5 25 -7 7 12 10 -11 11 -13 -14 -15 17 -17 -18 21 19 -21 -22 -23 24 -25 -26 -27 -28 leaf_value=-0.0017712487512009188 -0.0019448770127766222 0.0055224411038869011 0.016884172079640263 -0.01061001033330339 0.010402609118385623 -0.013228399076889386 0.017619506418485253 -0.016010856524158203 -0.025881037618747705 0.019692789092245113 0.0073654075367928775 -0.014811488150843592 0.0081993540039746252 -0.012181138507990671 0.023830017091344909 0.0084078918106153082 -0.024542697303367146 0.00030893211322094628 -0.018503083138214152 0.0059785806537795425 0.0026500584741115637 0.0065667142808821521 0.012536718262300803 -0.0069999553778237146 -0.0002006270722568692 0.017449847734960489 -0.018370245350056359 leaf_weight=66.952066965401173 5.8584224954247457 6.4261029884219187 7.998238891363143 9.0673059523105604 6.9153168350458127 7.1380923315882683 7.615681521594527 5.6328267902135831 5.2435331195592862 10.489993110299109 11.431891702115538 14.120256893336771 6.2168880477547646 16.060202538967133 7.4375093579292315 5.1983199622482053 4.2775503993034363 3271.8047528937459 6.5459128022193891 5.7517357692122459 6.122686468064785 7.744214490056037 9.125972528010605 34.582231961190701 3837.7601699726656 6.5211169570684433 4.5145521759986877 leaf_count=257 24 25 30 37 21 25 30 22 21 36 45 64 29 61 22 28 21 11358 25 20 20 28 36 132 14560 20 20 internal_value=1.00536e-06 -0.000991047 0.0037587 0.000848063 0.00469589 -0.0043451 -0.00240261 0.00487905 -0.00350297 -0.00115124 -0.00973041 -0.00488967 -0.0033091 -0.00378523 2.74994e-05 -0.00473903 -0.0114815 3.76695e-05 0.00412753 -0.00705276 0.0142669 2.29013e-05 1.58169e-05 0.000232487 -0.00017041 0.0138229 -0.0224062 internal_weight=7394.55 192.344 44.0662 36.0679 27.0006 13.5642 148.278 19.4654 128.812 93.5023 35.3102 25.5521 11.8497 83.0123 7202.21 15.3343 10.136 7186.88 25.8578 12.2976 13.5602 7161.02 7153.27 3306.39 3846.89 13.4364 9.75809 internal_count=27017 743 158 128 91 50 585 81 504 354 150 109 51 318 26274 73 45 26201 87 45 42 26114 26086 11490 14596 41 41 is_linear=0 shrinkage=0.03 Tree=1577 num_leaves=26 num_cat=0 split_feature=7 2 8 9 8 0 5 11 3 5 11 9 8 4 9 5 12 4 13 5 12 8 5 8 3 split_gain=0.213152 1.62009 1.80592 1.66882 2.4356 1.88638 3.05279 1.92643 1.70742 1.3646 0.841054 0.626818 2.15731 0.674733 2.68858 2.97458 2.19865 1.31088 3.30922 1.23148 1.72213 1.15151 0.754095 0.411324 0.204921 threshold=2.1000000000000005 0.3000000000000001 8.5000000000000018 3.5000000000000004 3.1000000000000005 350.00000000000006 2.1050000000000009 -0.33333333333333331 1.5000000000000002 1.3250000000000008 0.33333333333333326 1.7000000000000004 3.9000000000000004 0.71500000000000019 6.5000000000000009 1.3750000000000007 1.5000000000000002 0.73500000000000032 2.7000000000000006 0.67500000000000016 1.5000000000000002 3.1000000000000005 0.8500000000000002 9.1000000000000014 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 9 3 4 10 7 -7 -5 -6 -2 -3 12 24 14 15 16 -13 18 -15 20 -19 -17 -21 -4 -1 right_child=1 2 23 5 8 6 -8 -9 -10 -11 -12 13 -14 17 -16 21 -18 19 -20 22 -22 -23 -24 -25 -26 leaf_value=0.0049483091965909767 -0.0019893666486223271 -0.015358207445755849 -0.024082646089876668 -0.0074417983731671642 0.005819773751039212 0.00070446213842035915 -0.017362525886206345 -0.00099950705359200774 -0.0031578736206298152 -0.021219451613791872 -0.00037144130958274401 -0.002008518368041497 -0.024781289311896076 -0.024043687036729634 0.015870876964142314 -0.0005591568115201717 0.015706404237893615 0.0062933439078523713 0.0055554581926959895 0.0024893570372134977 -0.018566577440483532 -0.012486722458767845 2.7970501111463246e-05 -0.0088085691248655576 -0.0036876650880586954 leaf_weight=5.6566079258918744 7.2183881700038892 8.1027374099940044 3.0821485221385947 67.158623339608312 101.10030686482787 377.16267532110214 8.6093368679285032 110.52548310346901 23.497132331132889 6.1512779593467712 5.7701151371002188 11.476214751601221 4.041297271847724 6.8114239647984487 12.08398127555847 15.119771569967272 13.994917139410971 3.8394088968634588 6.786474883556366 113.90117100998759 7.2314757704734802 14.057466596364973 6795.0607937444001 3.2705620257183909 4.3936980590224266 leaf_count=26 28 35 20 275 432 1538 35 443 97 24 23 36 25 22 36 44 42 20 20 492 58 41 23160 27 18 internal_value=-9.51474e-08 -0.000491047 -0.000295755 -0.000151642 0.00279911 -0.000876794 0.000301258 -0.00343448 0.00412673 -0.010837 -0.00912478 5.04141e-05 -0.00627043 6.31379e-05 0.00306533 0.000233742 0.00772481 3.42434e-05 -0.00927127 5.25288e-05 -0.0099451 -0.00630581 6.85489e-05 -0.0162191 0.00117292 internal_weight=7736.1 721.649 708.279 701.926 138.47 563.456 385.772 177.684 124.597 13.3697 13.8729 7014.45 14.0916 7000.36 66.7324 54.6484 25.4711 6933.63 13.5979 6920.03 11.0709 29.1772 6908.96 6.35271 10.0503 internal_count=27017 2977 2925 2878 587 2291 1573 718 529 52 58 24040 69 23971 199 163 78 23772 42 23730 78 85 23652 47 44 is_linear=0 shrinkage=0.03 Tree=1578 num_leaves=20 num_cat=0 split_feature=11 4 4 3 7 2 5 2 5 5 3 3 9 6 6 5 4 8 8 split_gain=0.209616 2.73075 2.6956 2.9378 2.10783 1.33519 0.671944 1.99745 0.611428 0.494626 1.52899 0.429478 1.79849 1.72261 1.58532 0.479948 1.99899 0.74392 0.0047578 threshold=-2.4999999999999991 1.5150000000000008 1.3550000000000006 1.9000000000000001 1.5000000000000002 2.1000000000000005 2.9150000000000005 1.7000000000000004 3.2000000000000006 2.7850000000000006 2.9000000000000004 2.9000000000000004 8.1000000000000014 1.3 0.50000000000000011 2.1250000000000009 0.88500000000000023 10.100000000000001 4.7000000000000002 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 -1 5 -3 9 8 18 11 -11 15 14 -14 -13 17 -17 -2 -8 right_child=6 4 -4 -5 -6 -7 7 -9 -10 10 -12 12 13 -15 -16 16 -18 -19 -20 leaf_value=-0.011427973708805396 -2.0818111923451938e-05 -0.019154986573013656 0.028781605369890065 0.018267747757031466 0.008180617528910885 -0.00052713571843511411 -0.022002841624572608 0.0085799814190479582 -0.0057131342653729258 -0.0030587606772176073 0.017162896248507552 0.0098206158975932857 -0.0033959543904116193 0.021190271612501255 -0.0035386688766037709 0.012583478736910271 0.00064400043547073731 -0.0075015715527612121 -0.023898120678608335 leaf_weight=6.0990385040640849 8283.2889520302415 8.5236640386283415 5.3472682349383822 5.897603016346693 7.3355418890714637 5.8328657150268546 2.3748120442032796 4.6522381771355867 3.0260204188525677 7.7750120833516103 5.9333195872604847 8.5686105340719205 4.5943265780806524 5.8058170191943645 119.32353389449418 13.051065251231192 382.71877496317029 11.981354534626005 2.3935450166463852 leaf_count=22 24581 31 22 29 22 21 22 25 19 36 37 33 23 31 552 49 1404 40 18 internal_value=-6.14638e-07 0.00219293 0.0110667 0.00317058 -0.00490207 -0.0115867 -1.0284e-05 -0.00697585 -0.0162607 -4.79953e-07 0.00569369 -9.32067e-06 -0.00166801 0.0103292 -0.00264361 1.70725e-05 0.00103772 -3.1623e-05 -0.0229542 internal_weight=8894.52 39.036 17.3439 11.9966 21.6921 14.3565 8855.49 12.4466 7.79438 8843.04 13.7083 8829.33 138.292 10.4001 127.892 8691.04 395.77 8295.27 4.76836 internal_count=27017 147 73 51 74 52 26870 84 59 26786 73 26713 639 54 585 26074 1453 24621 40 is_linear=0 shrinkage=0.03 Tree=1579 num_leaves=21 num_cat=0 split_feature=8 5 4 10 11 0 8 7 0 2 4 4 5 2 4 3 2 0 4 4 split_gain=0.211566 1.33289 1.94585 2.48229 2.23714 1.83949 0.597913 4.35019 4.26824 0.36544 1.45791 2.96299 2.13241 0.938939 2.62401 2.53152 0.661058 2.81134 0.75408 0.0395343 threshold=8.7000000000000011 2.4450000000000007 1.4650000000000005 -1.8333333333333328 -0.83333333333333315 475.00000000000006 8.5000000000000018 1.1000000000000003 350.00000000000006 3.3000000000000003 1.8600000000000005 2.0750000000000006 1.4450000000000007 3.1000000000000005 1.9250000000000003 2.1000000000000005 2.9000000000000004 875.00000000000011 2.555000000000001 2.4450000000000007 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 -2 -4 19 -6 9 -8 -9 13 -11 -12 -13 16 -15 -16 18 -18 -1 -5 right_child=1 -3 3 4 5 -7 7 8 -10 10 11 12 -14 14 15 -17 17 -19 -20 -21 leaf_value=-3.6725286019033298e-05 0.017445238845624017 0.015239888463243102 0.015102894021165221 -0.023586492846717825 -0.013016586690920623 0.0012614023889532216 -0.01464340959186451 0.041671637136563751 0.0030159400167636742 0.020842110973444381 -0.019595010354830477 0.013193929365382885 -0.0023960378950874804 -0.024057020983624663 -0.0056659812666660005 0.020441967170225381 0.00020846942480371445 0.018530177194535865 0.0049623101576510408 -0.019074794608411084 leaf_weight=7171.7991340719163 3.8340827152132979 3.8246517330408087 5.0570278614759436 4.7986965402960768 12.773022070527075 22.297289222478867 6.1867731437087086 3.9754558205604535 7.275675006210804 3.6794366315007201 5.3592101335525504 14.171283396892248 17.832773870788515 5.5062366127967861 18.568363614380363 4.0763511508703223 44.124565802514553 9.090259622782467 27.260596416890621 2.7495319023728371 leaf_count=25847 13 18 28 28 72 134 35 16 38 14 26 92 121 29 98 18 197 41 134 18 internal_value=7.98403e-07 -0.00184726 -0.003116 -0.00476954 -0.00712757 -0.00393881 1.47325e-05 0.00556324 0.0166745 1.51735e-06 0.00282438 0.00105005 0.00450714 -1.43963e-05 -0.00548269 -0.000966202 6.82984e-06 0.00333822 -1.77955e-05 -0.0219431 internal_weight=7394.24 55.3343 51.5097 47.6756 42.6185 35.0703 7338.91 17.4379 11.2511 7321.47 41.0427 37.3633 32.0041 7280.43 28.151 22.6447 7252.27 53.2148 7199.06 7.54823 internal_count=27017 311 293 280 252 206 26706 89 54 26617 253 239 213 26364 145 116 26219 238 25981 46 is_linear=0 shrinkage=0.03 Tree=1580 num_leaves=31 num_cat=0 split_feature=3 4 12 11 13 6 2 13 8 4 6 3 11 9 4 0 6 6 10 8 9 9 12 11 4 6 0 13 5 0 split_gain=0.213546 1.50029 1.37092 2.84984 3.47736 2.79571 2.20785 1.56556 1.65321 1.10079 0.738117 0.415772 2.40707 2.58521 3.14706 3.16783 2.98462 4.0489 2.94788 1.49799 1.57504 3.78496 0.854179 4.4704 4.18538 4.57367 3.89458 2.49368 1.95851 1.77825 threshold=0.3000000000000001 1.9500000000000004 1.1000000000000003 -1.0000000180025095e-35 2.7000000000000006 1.7000000000000004 0.70000000000000007 1.7000000000000004 2.9000000000000004 1.3450000000000006 1.3 0.50000000000000011 0.50000000000000022 5.3000000000000016 1.6350000000000005 575.00000000000011 2.5000000000000004 1.5000000000000002 0.50000000000000022 3.9000000000000004 3.7000000000000006 4.7000000000000002 1.3000000000000003 -1.0000000180025095e-35 1.195000000000001 2.1000000000000005 350.00000000000006 2.5000000000000004 1.5350000000000008 350.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 -1 -4 -9 -10 -3 12 13 16 15 -15 17 -2 -16 -14 -21 -22 23 27 25 -25 -26 29 -29 -13 right_child=11 10 7 4 -6 -7 -8 8 9 -11 -12 22 19 14 18 -17 -18 -19 -20 20 21 -23 -24 24 26 -27 -28 28 -30 -31 leaf_value=0.014273192268259949 0.003172176615762955 0.0032349375593416991 0.012169397817033982 0.0099946900854611317 -0.019474047920864736 0.027202390762294013 -0.011138843428588079 0.012062185429517041 -0.012807786447920657 -0.0041711021097895094 0.024030279829061842 -0.0096804768841973598 -0.017097911676010231 0.0064739527163155414 0.025971450219881669 -0.01282813923466883 0.020295187649973657 -0.0065073994481200702 -0.0016621284401452145 -0.018518918416001836 0.015032148712569318 -0.010752439445361374 2.5604524446091868e-05 -0.00598962720146948 0.025081801434882745 0.015866283438053661 0.0032468242156315995 -0.0084770770847993546 -0.024053233330502664 0.0060240486718491186 leaf_weight=6.5801130235195178 98.267166739329696 3.2653562854975453 4.5885345302522174 6.2202404737472525 8.5679403096437436 6.1057978570461264 5.779843345284462 4.2470573466271153 20.969546493142843 36.227418415248394 2.900822177529335 10.414527624845507 8.661187067627905 49.651789240539074 12.239231120795013 9.0466337203979474 6.3569458425045005 64.368653155863285 4.8516433313488951 4.6005742624402073 9.3405316621065158 11.349295351654289 7178.3162902630866 49.818772338330746 11.619799092411997 10.419574454426764 20.016028866171837 45.181615397334099 8.657297804951666 17.216397985816002 leaf_count=21 418 31 19 22 35 20 23 17 94 165 14 33 32 158 51 31 20 236 23 23 39 51 24908 168 36 31 65 150 28 55 internal_value=-5.64555e-08 -0.00134084 -0.00223259 0.00273494 -0.00707884 0.0105942 0.00238985 -0.00473423 -0.00599656 -0.00733748 0.0130179 1.84732e-05 0.00115577 0.00219404 0.00679777 0.0034991 0.000129376 -0.000658845 0.018127 -0.0063299 -0.00264219 0.000888149 -2.46466e-05 -0.00210559 0.00243113 -0.00220916 0.0112668 -0.00722168 -0.0109817 0.000104768 internal_weight=7735.85 105.453 99.2865 33.2539 14.7882 18.4658 12.36 66.0326 61.444 57.197 6.16618 7630.39 278.734 244.782 75.7893 58.6984 168.993 162.636 17.0909 33.9516 25.2904 20.6898 7351.66 173.344 91.8742 60.2383 31.6358 81.4698 53.8389 27.6309 internal_count=27017 461 416 121 57 64 44 295 276 259 45 26556 1082 937 263 189 674 654 74 145 113 90 25474 566 300 199 101 266 178 88 is_linear=0 shrinkage=0.03 Tree=1581 num_leaves=26 num_cat=0 split_feature=13 9 4 8 9 9 8 10 5 5 5 4 9 4 4 5 3 5 12 12 5 4 3 8 12 split_gain=0.210827 0.221869 1.31981 2.00893 1.69047 1.19485 3.04408 3.44766 3.10037 2.23198 3.27489 2.13486 0.692245 2.61979 2.8868 4.50957 3.22432 1.69441 2.18555 3.40025 1.67293 6.41577 1.69314 0.852308 0.613032 threshold=6.1000000000000005 6.3000000000000016 0.81500000000000028 2.9000000000000004 7.1000000000000005 6.7000000000000002 4.1000000000000005 -0.83333333333333315 1.1950000000000005 1.3450000000000006 1.4450000000000007 1.9750000000000003 5.5000000000000009 0.73500000000000032 1.2850000000000008 2.1350000000000011 1.3 2.225000000000001 3.5000000000000004 4.1000000000000005 2.1050000000000009 1.3050000000000008 3.3000000000000003 4.3000000000000016 1.7000000000000004 decision_type=2 2 2 2 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 -3 -5 6 7 -4 -8 11 -11 -7 17 24 15 -15 -16 20 23 -20 22 -22 -1 -19 -14 right_child=-2 2 5 4 -6 9 8 -9 -10 10 -12 -13 13 14 16 -17 -18 18 19 -21 21 -23 -24 -25 -26 leaf_value=-0.00010316174866649929 0.0048940647518513798 0.0056996247916182626 -0.016917061128019713 -0.023114371119121513 -0.0033671458948595981 -0.0024674153674846024 0.01053138123648166 -0.0033205597064480323 -0.00082265794319453351 0.0068726129642122354 0.00028899131174832632 -0.017670029875903943 0.021276060087297575 -0.0021697394961316687 0.0033517776680907379 0.010165976149237791 -0.00012799514394766311 -0.02207935984129358 0.010257346921948412 -0.0082002324600309127 -0.010628312545405043 0.011231762468269039 0.011963522332312347 -0.0087297955022201529 0.0080773464458966798 leaf_weight=5799.1513933166862 7.9140305817127219 7.1196511164307621 20.16115453094244 8.0370363220572454 7.5824522674083701 98.815942391753197 23.238868705928326 100.22217343188822 315.56760266423225 73.86732192337513 856.11058184318244 9.0769940167665464 5.9071484506130201 435.1289221867919 442.39186045899987 28.413202645257115 522.9294396173209 6.9167439937591579 14.522495232522486 23.547592742368579 16.915851689875126 42.297086425125599 10.484404325485228 11.39630628377199 6.8278281316161156 leaf_count=17022 25 28 70 32 32 283 69 345 1003 212 2968 29 18 1337 1302 118 1623 30 56 113 64 139 36 40 23 internal_value=-2.59091e-07 -4.61775e-06 -0.000334644 -0.00750789 -0.0135281 -0.000225688 -0.00149988 -0.00559763 -4.38799e-05 0.000338057 0.000811923 -0.00374641 6.34676e-05 0.000653046 0.00053231 -0.00141361 0.00146673 -7.99757e-05 -0.00525579 -0.00115927 -3.02506e-05 0.00498681 -8.13855e-05 -0.0137719 0.0141996 internal_weight=8894.54 8886.63 1519.8 22.7391 15.6195 1497.06 459.19 120.383 338.806 1037.87 929.978 107.893 7366.83 1441.6 1428.86 463.542 965.321 5925.23 56.3831 38.0701 5868.85 59.2129 5809.64 18.3131 12.735 internal_count=27017 26992 5071 92 64 4979 1487 415 1072 3492 3180 312 21921 4421 4380 1455 2925 17500 239 169 17261 203 17058 70 41 is_linear=0 shrinkage=0.03 Tree=1582 num_leaves=31 num_cat=0 split_feature=8 12 5 5 4 4 11 5 0 7 5 13 10 8 6 5 4 10 11 9 8 9 13 8 11 13 0 7 12 8 split_gain=0.212546 1.0997 1.66794 1.81229 1.31882 4.04903 3.3891 3.09802 2.93254 2.84752 2.02087 1.73588 2.27865 2.9934 1.86732 2.17002 2.04487 0.746897 0.777639 0.633662 0.564311 2.89879 4.42898 3.69451 5.41741 5.05688 2.45335 1.03139 2.77384 5.14049 threshold=6.3000000000000016 1.3000000000000003 1.3350000000000006 0.9650000000000003 1.3350000000000006 1.2650000000000008 0.33333333333333326 1.1850000000000007 350.00000000000006 1.5000000000000002 1.1650000000000007 4.3000000000000016 0.50000000000000022 6.9000000000000012 1.9000000000000001 1.4850000000000008 1.3450000000000006 2.8333333333333344 1.0000000180025095e-35 4.1000000000000005 5.5000000000000009 4.5000000000000009 4.7000000000000011 5.9000000000000012 -0.33333333333333331 1.3000000000000003 350.00000000000006 0.90000000000000013 1.7000000000000004 5.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 3 -2 5 6 10 -7 -9 -8 -3 14 13 -13 16 -16 -6 20 -19 -5 27 23 26 25 -25 -22 -23 28 29 -1 right_child=1 4 -4 19 11 7 9 8 -10 -11 -12 12 -14 -15 15 -17 -18 18 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.004504658269157481 0.0015782068251048642 0.01442702852294942 0.0042539854336761098 -0.011171290212410175 -0.01763249880447423 0.024234179846309871 -0.01411473827434185 -0.0039576325302274592 0.013315632685290832 0.0037829656411380291 0.00049213645796762216 0.023772601935422084 -0.0077333897676352915 -0.00023336558613415824 0.00031529753143035716 -0.0093426306582856805 -0.00028813292563163755 -0.00098071697113723114 0.015346555654781031 -0.024977396107348865 0.022107739129101529 -0.00022611503834165666 -0.017925451900175526 0.0088866474144491843 -0.002016187843478717 -0.0045994333891472396 0.0034124288482593537 0.00015369204044881029 -0.0013572263231198325 -0.022913269104861866 leaf_weight=129.07160484790802 6.2193445488810601 12.016528651118277 8.949109420180319 5.7312550842761976 6.1660872548818579 10.315218970179556 24.465238682925701 16.032927915453911 19.733099967241287 11.887998476624487 42.471038550138474 9.915379956364637 6.8764642067253581 8.8451155722141248 37.312901135534048 47.711473055183887 780.11123664490879 4.7632924318313581 5.8494106866419315 6.2599512487649918 6.5659836530685416 263.84266218729317 10.106289878487585 63.942643359303474 114.39558334648609 226.12785906344652 453.36222946085036 3974.6766156516969 1073.9138178117573 6.4624213874340048 leaf_count=434 24 43 32 22 22 35 98 55 66 45 158 38 34 37 149 192 3430 22 22 27 24 947 42 234 430 841 1703 13914 3875 22 internal_value=5.96183e-07 -0.000392366 -0.00635126 -0.0115629 -0.000235825 0.00250656 -0.0011678 0.00974989 0.0055725 -0.00826195 0.0035653 -0.000654463 0.00703952 0.0124544 -0.000880849 -0.00510425 -0.00042415 6.64316e-05 0.0080184 -0.0183787 5.30837e-05 0.000657921 0.001796 -0.00135588 0.00189299 -0.00384583 0.00207389 -7.9728e-05 -0.000846829 0.00319734 internal_weight=7394.1 1061.02 27.1597 18.2106 1033.86 136.922 90.8408 46.0812 35.766 36.3532 54.4876 896.939 25.637 18.7605 871.302 85.0244 786.277 6333.08 10.6127 11.9912 6322.47 1138.34 727.311 411.032 178.338 232.694 717.205 5184.12 1209.45 135.534 internal_count=27017 4507 105 73 4402 500 344 156 121 143 201 3902 109 75 3793 341 3452 22510 44 49 22466 4221 2692 1529 664 865 2650 18245 4331 456 is_linear=0 shrinkage=0.03 Tree=1583 num_leaves=31 num_cat=0 split_feature=9 11 5 11 10 9 5 4 3 10 2 4 3 8 5 4 5 9 4 4 8 4 2 2 9 8 6 2 12 5 split_gain=0.21265 1.57947 1.76417 1.2452 2.55506 1.7073 1.98059 1.63787 1.53965 1.11048 3.20777 2.21128 2.1602 1.81985 2.51684 2.37531 2.27783 0.449776 2.33058 2.19303 4.17304 3.65829 2.88923 3.39058 2.01602 5.4775 4.19186 3.73776 3.23676 3.60059 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 1.5000000000000004 -0.49999999999999994 8.1000000000000014 1.6750000000000003 1.3850000000000007 1.9000000000000001 0.50000000000000022 0.90000000000000013 1.0950000000000009 1.1000000000000003 7.7000000000000002 1.9500000000000004 1.7300000000000004 2.5850000000000013 6.7000000000000002 0.71500000000000019 1.1450000000000007 5.9000000000000012 0.98000000000000043 0.3000000000000001 0.70000000000000007 6.5000000000000009 4.1000000000000005 0.90000000000000013 1.7000000000000004 1.5000000000000002 1.1450000000000007 decision_type=2 2 2 2 2 2 2 2 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 9 -3 5 -5 8 -7 -6 -4 13 -11 -12 -13 14 15 -2 -16 24 -19 20 21 -20 -21 -24 -1 26 -26 -28 -27 -30 right_child=1 2 3 4 7 6 -8 -9 -10 10 11 12 -14 -15 16 -17 -18 18 19 22 -22 -23 23 -25 25 28 27 -29 29 -31 leaf_value=-4.8620337825375339e-05 -0.0056687879952550162 -0.0082127927331949371 0.0051085849277560293 -0.015593745075631849 0.01654669201093896 0.022050732034743142 0.0027822134092915902 -0.0017993612324239299 0.02350844211090914 0.019053801759642032 0.027396463703125061 -0.018614176149549688 0.00055889325957068155 0.013347292836015399 0.0037097254266561107 -0.024614396445370574 -0.0087937585039786909 0.016739241183071473 0.0031803326387362632 0.019898143757566787 -0.024916878470433206 -0.0066389508437423193 -0.0070172421960890382 0.00042660669455663318 0.026874775389767395 0.015829976744585233 0.0098561354754447481 -0.011926184434642773 -0.027107509164812391 -0.00057648383610468595 leaf_weight=6398.665955694858 50.178683772683144 10.759784132242201 7.6547772958874729 7.8113474696874645 6.8296764567494419 5.184677079319953 64.895884089171886 12.208407640457152 8.7962029874324781 8.9344537258148176 2.4267478734254828 6.0988300964236251 39.81725574657321 6.2496390640735617 52.381580837070942 6.7580201625823966 17.491812810301781 6.8351303339004508 55.119712173938751 6.4468245208263388 8.1879562810063344 89.748357936739922 60.909814745187759 574.47086931020021 11.040852725505827 10.455501139163969 48.526161827147007 8.3031286820769292 4.7629685364663592 137.68434756994247 leaf_count=22754 153 38 24 24 22 15 206 39 30 28 7 25 130 22 163 28 60 20 159 19 25 263 179 1884 33 30 140 25 21 451 internal_value=-2.71957e-07 0.000763823 0.00339643 0.00449814 -0.00114591 0.0062494 0.00420773 0.00478206 0.0149468 -0.000953205 0.00253938 -0.000512729 -0.00198778 -0.00245663 -0.0032355 -0.00791751 0.000579656 -3.26511e-05 -0.000703745 -0.000853735 -0.00408056 -0.00290289 -8.42375e-05 -0.000286987 4.86289e-05 0.00286721 0.00995985 0.0066736 -0.000281059 -0.00146359 internal_weight=7735.64 314.478 124.141 113.381 26.8494 86.5315 70.0806 19.0381 16.451 190.337 57.2773 48.3428 45.9161 133.06 126.81 56.9367 69.8734 7421.16 801.719 794.884 153.056 144.868 641.828 635.381 6619.44 220.773 67.8701 56.8293 152.903 142.447 internal_count=27017 1014 398 360 85 275 221 61 54 616 190 162 155 426 404 181 223 26003 2549 2529 447 422 2082 2063 23454 700 198 165 502 472 is_linear=0 shrinkage=0.03 Tree=1584 num_leaves=31 num_cat=0 split_feature=9 10 5 0 7 13 9 3 5 3 5 8 2 11 11 9 0 8 11 6 13 4 0 7 5 10 9 9 4 0 split_gain=0.20642 1.83494 4.2535 2.93366 3.35177 4.19358 2.14519 2.78138 3.08165 4.20732 2.96979 3.21842 2.52676 2.02618 1.81302 1.70319 1.52727 5.70699 1.64993 1.47648 1.34419 2.8913 2.18248 1.07299 2.20513 2.98389 6.00788 3.13224 2.74382 2.20888 threshold=4.1000000000000005 1.1666666666666672 1.7000000000000004 350.00000000000006 2.3000000000000003 3.9000000000000008 3.9000000000000004 0.90000000000000013 1.2750000000000006 0.3000000000000001 2.0650000000000008 3.1000000000000005 1.5000000000000002 -0.83333333333333315 -1.0000000180025095e-35 3.3000000000000003 925.00000000000011 7.9000000000000012 1.0000000180025095e-35 1.5000000000000002 3.3000000000000007 0.65500000000000025 350.00000000000006 1.9000000000000001 1.4350000000000007 0.50000000000000022 6.9000000000000012 4.3000000000000016 1.2350000000000005 475.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 13 5 -5 16 8 9 -8 11 -9 -10 -3 -6 -15 20 18 -18 -4 22 -22 -1 -2 -25 27 -27 29 -29 -26 right_child=23 2 19 4 14 -7 7 10 12 -11 -12 -13 -14 15 -16 -17 17 -19 -20 -21 21 -23 -24 24 25 26 -28 28 -30 -31 leaf_value=-0.0013220795065086617 -0.00025864177151853243 0.0051142859272406927 0.022113662136728305 -0.00075350484991444655 -0.025351857844020349 0.021803201032446377 0.016580606876809203 -0.005754493222668737 0.0020837578857698384 -0.006232379318357734 -0.012807729479592892 0.0056759503563597906 0.021961742248281142 -0.0036273839376300366 -0.0056132908350443617 -0.014367454064648783 0.024107632493626276 -0.019034232750239893 0.0051518038136903156 0.0038297922816503079 0.016382499561182155 -0.0015412746851772019 0.0013553570889362368 0.0021992908028318652 -0.0012346816869733656 0.0055393024745413093 -0.011298800775065142 -0.005607066912590203 0.00030346941674848696 -0.021669435172043026 leaf_weight=402.49424872547388 5398.9133572671562 8.4087906181812269 7.6429654955863944 117.53095499426126 6.8634006083011654 7.917524427175521 7.987663507461547 24.329661801457405 26.098087787628174 81.646042749285698 9.0478389300405961 249.71194096654654 7.3834139853715888 20.371956378221512 10.744228214025496 38.221403568983078 10.07214224338532 5.4070966169238082 7.0079330578446379 8.2825905978679639 8.2223015725612623 543.92686825990677 858.29714040458202 509.88533044606447 7.8684461116790798 126.54871861636639 22.455246888101101 98.559895358979702 249.96223173290491 12.053940415382383 leaf_count=1156 16764 24 24 358 20 23 23 76 72 236 32 735 23 60 33 109 43 22 29 27 25 1565 2539 1497 22 368 69 286 722 35 internal_value=1.78957e-08 0.000233252 -0.00234329 -0.00347656 -0.00105024 0.000670134 0.000492998 0.00246573 -0.00129857 -0.00419941 0.00410282 0.00466115 0.00646729 -0.00865698 -0.0133073 -0.0106333 5.64064e-05 0.00782664 0.0163301 0.0126046 -3.99733e-05 -0.00127436 0.000500614 -8.95417e-05 0.000799124 -0.000580577 0.00300176 -0.00202932 -0.00136799 -0.0135986 internal_weight=8893.86 2467.62 225.984 210.058 143.056 125.448 2241.63 406.205 123.115 89.6337 283.089 274.042 33.4815 67.0022 17.6076 58.5934 1835.43 22.4872 17.0801 15.9256 1812.94 552.149 1260.79 6426.25 1027.33 517.448 149.004 368.445 348.522 19.9224 internal_count=27017 7254 678 627 434 381 6576 1197 354 259 843 811 95 193 53 169 5379 94 72 51 5285 1590 3695 19763 2999 1502 437 1065 1008 57 is_linear=0 shrinkage=0.03 Tree=1585 num_leaves=31 num_cat=0 split_feature=6 10 9 9 8 2 3 5 4 4 8 4 4 12 10 4 2 5 0 2 10 11 5 5 12 12 2 2 11 4 split_gain=0.215876 1.55492 2.64103 2.81502 3.56841 3.35029 2.45181 2.37294 1.12717 2.67377 6.22642 1.45008 2.33235 1.4049 0.934626 4.29297 3.57958 4.57515 3.42027 3.10091 4.42535 2.71053 2.46038 1.61385 3.19018 2.85838 2.85538 1.87575 1.24092 0.880808 threshold=1.7000000000000004 -1.1666666666666663 2.5000000000000004 3.7000000000000006 7.1000000000000005 1.7000000000000004 0.90000000000000013 1.4050000000000009 2.4050000000000011 2.225000000000001 6.1000000000000005 2.055000000000001 1.8300000000000005 2.9000000000000008 -1.1666666666666663 1.8550000000000004 1.5000000000000002 1.8850000000000005 475.00000000000006 1.3 -1.8333333333333328 0.33333333333333326 1.1250000000000007 2.2350000000000008 3.5000000000000004 3.9000000000000008 3.1000000000000005 2.3000000000000003 3.1666666666666674 1.1450000000000007 decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 -4 -8 9 11 -11 12 -3 -13 15 16 19 18 -18 22 -21 -19 -1 24 27 -25 -26 -17 29 -16 right_child=1 8 3 4 -6 -7 7 -9 -10 10 -12 13 -14 -15 28 23 17 21 -20 20 -22 -23 -24 25 26 -27 -28 -29 -30 -31 leaf_value=0.004227141759861679 -0.017472293953549635 -0.00021141699855730669 -0.0050328189781251361 0.00054313919831705808 -0.017546433154261208 0.01149208227221654 0.022109845668074925 0.0039385596175784887 -0.013412221646436996 0.041300893356296872 -0.0037149813845599308 0.0020268729195930656 0.0045107147307036589 -0.012006578983753418 0.00089024829886249774 0.00081307846627024633 -0.0039184231814025396 -0.0027877604876687958 -0.014192876341376785 0.017471856952463664 8.6236224423189331e-06 0.020196281993497659 -0.0039098907166551147 0.012053661441144123 0.011149754132840334 -0.016354024346459353 -0.0066234763009683636 -0.018195100071683516 -0.014323767770865069 -0.0001476615912883077 leaf_weight=40.538989052176476 5.6700030714273444 1756.7659399546683 6.7612741589546195 128.53190184384584 8.250792805105446 31.272063799202442 16.867129713296894 10.490425914525984 5.6326206997036925 4.6374110057950002 6.8502156510949135 10.120538204908373 99.466818902641535 17.560433305799961 912.66275031119585 47.95031414180994 59.268233578652143 10.923036754131319 57.401169400662184 18.231347724795341 46.04173119366169 8.0000491291284543 191.07860562205315 4.9380694329738608 59.838220089673996 8.993749435991047 9.4153624325990659 5.1768131814897052 5.409257546067237 3798.9654006650671 leaf_count=144 21 6149 25 451 42 110 57 32 38 17 32 38 376 65 3159 212 233 41 242 67 173 28 693 17 228 38 53 31 29 14176 internal_value=8.83792e-07 0.000257499 0.00272113 0.00328746 0.00169242 0.00268574 0.011144 0.015142 -1.18549e-05 2.79674e-05 0.0144574 -6.00194e-05 4.16199e-05 -0.00687576 -0.000101517 -0.00125142 -0.00271762 -0.0067541 -0.00897344 -0.000867888 0.00496215 0.00692913 -0.0024857 0.00338965 0.00449102 -0.00628505 0.0087334 -0.00103912 3.68991e-05 5.3386e-05 internal_weight=7393.71 2108.88 207.844 202.174 168.055 159.804 34.1188 27.3576 1901.03 1895.4 11.4876 1883.91 1856.23 27.681 5284.83 567.796 431.483 135.592 116.669 295.891 64.2731 18.9231 231.618 136.313 122.381 13.9318 69.2536 53.1271 4717.04 4711.63 internal_count=27017 7453 738 717 603 561 114 89 6715 6677 49 6628 6525 103 19564 2200 1621 544 475 1077 240 69 837 579 524 55 281 243 17364 17335 is_linear=0 shrinkage=0.03 Tree=1586 num_leaves=31 num_cat=0 split_feature=0 7 4 8 3 2 11 10 5 12 9 11 5 9 11 8 10 5 9 10 3 10 10 2 4 9 9 8 4 5 split_gain=0.211672 1.05826 2.61377 2.36513 2.26881 2.39793 2.2276 1.62936 2.68838 5.43682 2.69427 2.50099 2.22917 2.57229 2.03694 3.5443 3.0691 4.06568 2.67582 2.62049 2.59482 1.61953 1.53264 0.760496 1.08053 2.04448 2.82007 2.11802 1.49552 1.31998 threshold=575.00000000000011 0.50000000000000011 2.0050000000000012 5.7000000000000002 2.1000000000000005 0.90000000000000013 0.50000000000000022 1.0000000180025095e-35 1.9400000000000006 3.9000000000000008 6.7000000000000002 -0.33333333333333331 0.79500000000000004 4.3000000000000016 0.83333333333333337 6.7000000000000002 -1.1666666666666663 2.015000000000001 4.7000000000000002 -0.83333333333333315 1.3 -1.0000000180025095e-35 0.83333333333333337 3.3000000000000003 2.2850000000000006 4.3000000000000016 3.7000000000000006 7.3000000000000016 2.2550000000000012 2.3950000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 2 3 4 5 -2 -5 14 12 10 -10 -11 -9 -14 16 19 20 -18 -17 -16 -3 -6 -4 24 28 26 27 -26 -1 -27 right_child=1 7 22 6 21 -7 -8 8 9 11 -12 -13 13 -15 15 18 17 -19 -20 -21 -22 -23 -24 -25 25 29 -28 -29 -30 -31 leaf_value=-7.7809325043453023e-05 0.0015885101916674506 0.0080798918590572651 -0.023934814482552906 0.011177731529084918 0.015518868090913858 -0.015367720750287476 -0.0095018211556506856 -0.018612468602496754 0.020133601379743474 -0.015088516787259282 0.0054955941659181728 0.0028760966939182812 0.0048273891806684859 -0.00047296952257735899 -0.00193250748316703 -0.024130903476899057 -0.0012111937458571314 -0.010037976089096899 -0.00097471433993043613 0.0079595512267936677 -0.00086411251875497918 -0.0030436355640864375 -4.0488031641650884e-05 -0.0066815125719677246 -0.0087539957110248368 0.0073675048745635166 -0.022418125188930067 0.023963564895581588 -0.012373686374076952 -0.0088895660491721245 leaf_weight=6386.4139696601778 11.645613327622412 53.118448538240045 7.6339480113238078 20.391114071011547 6.7590956091880825 21.117511101067066 6.0877455174922934 5.1903150840662411 25.876348696649075 9.4426172338426095 20.112747445702553 26.684548109769821 119.76866418588907 264.14539591595531 34.34350261092186 6.6792947165668037 385.39838697668165 53.481880210340023 13.709872849285601 80.821955166757107 64.815706055611372 11.306131411343811 3.5346093140542507 15.61954561062157 4.0924040488898736 53.701962132006884 5.928022688254714 3.1526337489485741 8.9150132797658426 4.9055466502904883 leaf_count=21304 35 281 51 68 21 73 22 37 82 39 63 100 558 1107 137 48 1598 176 67 276 259 39 20 125 32 254 51 21 55 18 internal_value=-8.65405e-07 0.000356238 -0.00280671 -0.000846821 -0.00463417 -0.00934065 0.0064233 0.000596738 0.00195751 0.00689008 0.0137319 -0.00181934 0.000916548 0.00118057 -0.000329394 0.00296852 -0.00113226 -0.00228682 -0.00856046 0.00500964 0.00316434 0.00390152 -0.0163728 -6.98358e-05 -5.38671e-05 0.0036064 -0.0070729 0.00548285 -9.49496e-05 0.00600676 internal_weight=7734.79 1252.07 88.4758 77.3072 50.8284 32.7631 26.4789 1163.59 471.221 82.1163 45.9891 36.1272 389.104 383.914 692.369 135.555 556.814 438.88 20.3892 115.165 117.934 18.0652 11.1686 6482.73 6467.11 71.7806 13.1731 7.24504 6395.33 58.6075 internal_count=27017 5157 329 258 168 108 90 4828 1986 284 145 139 1702 1665 2842 528 2314 1774 115 413 540 60 71 21860 21735 376 104 53 21359 272 is_linear=0 shrinkage=0.03 Tree=1587 num_leaves=19 num_cat=0 split_feature=4 4 4 4 8 7 5 5 7 4 7 4 4 13 13 8 6 8 split_gain=0.209309 0.531039 0.235749 1.39065 1.79482 1.26774 1.6613 1.27391 1.23601 2.56601 2.17396 0.578315 1.92047 1.24994 0.859296 0.378715 1.63733 0.645896 threshold=2.975000000000001 3.0750000000000006 2.5350000000000006 2.5050000000000012 7.3000000000000016 2.1000000000000005 1.1550000000000007 1.4150000000000007 1.7000000000000004 2.725000000000001 1.1000000000000003 2.3550000000000009 2.3750000000000009 2.5000000000000004 2.3000000000000007 9.7000000000000011 1.3 9.1000000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 11 -5 6 -4 -7 10 -10 -8 15 14 -14 -13 17 -17 -1 right_child=1 -3 5 4 -6 7 8 -9 9 -11 -12 12 13 -15 -16 16 -18 -19 leaf_value=-1.2189467044342905e-05 -0.0098213784752293823 0.0021589917139331208 -0.0140808337060245 -0.00017715381046980061 -0.019580795454039287 0.023478149680401236 -0.002937859636161751 0.0030622478647184211 0.0054266404627657059 -0.027508778361670563 0.009792895407737744 0.0060631530986646545 0.0038224067933980187 -0.0046047938089582774 0.020578047493558224 0.012182575059088928 -0.0064901367108324091 -0.0056459770985532575 leaf_weight=8670.6290851458907 6.579003803431986 6.7425258979201317 6.7366013228893271 10.06710132956505 7.4768943339586249 4.4096463620662671 23.702194958925247 7.3116488084197044 4.9472224116325361 3.7373088635504246 24.603367161005735 8.6705517545342428 38.052364207804203 27.136649832129478 6.365810237824916 10.149771161377432 7.2417807281017295 18.353641852736473 leaf_count=26137 24 27 34 36 24 28 92 31 28 15 107 37 140 107 34 34 22 60 internal_value=-4.98692e-08 -0.00375766 5.58746e-06 -8.72221e-06 -0.00844659 0.0016754 7.61867e-06 0.0107429 0.00167297 -0.00874682 0.00354627 8.12548e-06 0.00254358 0.000314362 0.0122082 -1.52376e-05 0.00440732 -2.40897e-05 internal_weight=8892.91 13.3215 8879.59 8804.14 17.544 75.448 63.7267 11.7213 56.9901 8.68453 48.3056 8786.6 80.2254 65.189 15.0364 8706.37 17.3916 8688.98 internal_count=27017 51 26966 26631 60 335 276 59 242 43 199 26571 318 247 71 26253 56 26197 is_linear=0 shrinkage=0.03 Tree=1588 num_leaves=20 num_cat=0 split_feature=4 13 13 4 3 8 10 11 10 5 0 5 11 5 13 3 5 9 5 split_gain=0.210514 1.68937 3.2144 2.78158 1.87349 3.29685 2.0173 1.34812 1.0171 0.356288 1.73052 0.429387 1.27995 0.357454 3.01735 2.80524 0.799533 1.70278 0.960283 threshold=0.79500000000000026 4.5000000000000009 3.9000000000000008 0.78500000000000036 1.1000000000000003 3.9000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.62500000000000033 475.00000000000006 0.67500000000000016 -0.33333333333333331 0.74500000000000033 2.5000000000000004 0.50000000000000011 0.79500000000000004 3.5000000000000004 0.88500000000000023 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 -6 -4 -5 10 -2 12 -11 14 -13 -16 17 -15 -18 right_child=9 -3 7 8 6 -7 -8 -9 -10 11 -12 13 -14 16 15 -17 18 -19 -20 leaf_value=0.00026302090914122724 -0.01604040856288563 0.012441585139500612 -0.022886072057948657 0.023835654291343066 -0.00058284909733756344 -0.018740864611999676 0.010212869750396305 -0.0034034863505974407 0.0071529115335365956 -0.0032450435241846011 0.0043236260970536053 0.011262303065139681 0.016546379588114418 -0.002222989401962154 0.0042338240160379173 -0.018403670251697257 -0.0025751646013959708 0.0087839338283958891 1.3265182435427589e-05 leaf_weight=30.318835981190205 6.686000879853963 10.985102191567419 7.040172338485716 5.9849618226289749 44.650176994502544 11.269888579845427 23.925195649266243 5.8548357039690018 7.301780700683592 6.5157373920083046 8.569339916110037 8.9375109225511569 5.3602752834558469 23.360363498330116 8.0668630972504634 12.656322456896303 131.41311437636614 27.588067516684532 7006.6984279509634 leaf_count=113 35 35 26 19 172 42 79 21 24 25 38 32 20 90 35 59 516 97 25539 internal_value=1.32198e-06 0.00112397 0.000212132 0.00170086 0.000136956 -0.00488673 0.00318366 -0.0140402 0.0146676 -2.1505e-05 -0.00460138 -1.18422e-05 0.00568788 -2.12192e-05 -0.00330782 -0.00959163 -7.65933e-06 0.00373715 -3.4388e-05 internal_weight=7393.18 147.331 136.346 123.451 110.164 41.5887 68.5754 12.895 13.2867 7245.85 15.2553 7230.6 11.876 7218.72 29.6607 20.7232 7189.06 50.9484 7138.11 internal_count=27017 531 496 449 406 155 251 47 43 26486 73 26413 45 26368 126 94 26242 187 26055 is_linear=0 shrinkage=0.03 Tree=1589 num_leaves=19 num_cat=0 split_feature=11 6 2 7 12 3 5 8 9 5 10 5 11 5 11 3 8 4 split_gain=0.210686 0.899974 1.07053 1.32437 2.57422 1.98444 1.90959 1.66134 1.60373 0.420318 2.22882 0.632077 2.94176 0.562971 1.44751 0.402225 2.4071 0.40179 threshold=1.8333333333333337 2.7000000000000006 0.3000000000000001 1.5000000000000002 4.700000000000002 2.5000000000000004 1.8100000000000005 5.3000000000000016 4.5000000000000009 0.54500000000000015 0.33333333333333326 0.62500000000000033 -1.0000000180025095e-35 0.67500000000000016 -0.66666666666666619 1.0000000180025095e-35 5.5000000000000009 1.3350000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 -2 5 7 8 -7 -5 -4 10 -1 12 -11 14 -13 16 -15 -17 right_child=1 -3 3 4 -6 6 -8 -9 -10 11 -12 13 -14 15 -16 17 -18 -19 leaf_value=0.0041842931626439143 0.012452395018971892 -0.011173752034589843 0.000950218039620213 0.0014238837064626604 -0.014015666143773196 0.017014412053622953 8.8499663864442254e-05 0.012447980121950083 -0.0073398936028489575 0.024714125397666181 -0.024300796256793905 -0.023880374427907892 -0.011138208826129358 -0.01856155702935728 0.0030595821456589943 -0.00020360304724077182 0.014636790159028138 0.00023890994977973317 leaf_weight=6.9951201118528825 5.5531841963529578 7.4217890352010718 29.913282349705696 39.926333270967007 7.3626376949250689 6.9579240977764121 43.528687298297882 17.782737843692303 70.494629105553031 4.5015836292877793 3.8234772053547204 3.0964937601238489 3.7972033210098726 5.4060403071343881 4.2707634083926669 3339.720102250576 3.0886784009635448 4130.7210970125161 leaf_count=35 17 23 109 134 31 21 144 72 230 22 24 19 26 30 28 10431 25 15596 internal_value=-1.20631e-06 -0.000897711 -0.000553423 -0.000887844 0.00268961 -0.00243058 0.00242118 0.0048209 -0.00487012 2.61402e-05 -0.00588282 3.46699e-05 0.00830949 2.5497e-05 -0.00826341 3.36621e-05 -0.00649064 4.1081e-05 internal_weight=7734.36 228.941 221.519 215.966 65.0717 150.895 50.4866 57.7091 100.408 7505.42 10.8186 7494.6 8.29879 7486.3 7.36726 7478.94 8.49472 7470.44 internal_count=27017 781 758 741 237 504 165 206 339 26236 59 26177 48 26129 47 26082 55 26027 is_linear=0 shrinkage=0.03 Tree=1590 num_leaves=31 num_cat=0 split_feature=5 5 11 9 7 12 4 11 13 10 2 9 10 2 11 5 0 7 9 11 2 10 5 3 6 7 5 8 4 4 split_gain=0.203977 1.87065 4.28475 2.82184 2.6801 1.95349 1.81528 1.46823 2.41093 2.83392 2.19914 1.26773 3.96121 4.24019 2.47989 1.91348 2.28511 2.23727 0.966243 3.49797 4.54745 3.67047 3.28783 2.70836 2.4734 2.06031 2.04248 2.81152 1.73532 3.60377 threshold=0.99000000000000021 0.9650000000000003 -1.1666666666666663 2.9000000000000004 0.90000000000000013 2.1000000000000005 1.2250000000000005 -1.1666666666666663 2.3000000000000007 0.50000000000000022 1.1000000000000003 3.5000000000000004 0.83333333333333337 1.1000000000000003 0.33333333333333326 0.94500000000000017 525.00000000000011 1.1000000000000003 2.9000000000000004 -0.83333333333333315 1.7000000000000004 0.33333333333333326 1.5950000000000004 0.50000000000000011 2.1000000000000005 1.7000000000000004 1.0050000000000006 3.9000000000000004 1.2850000000000008 1.4850000000000005 decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 -6 8 -1 10 -10 12 14 -14 -9 16 -13 -17 19 20 21 -2 23 -21 -25 -24 27 -20 -29 -30 right_child=18 2 3 4 6 -7 -8 11 9 -11 -12 15 13 -15 -16 17 -18 -19 26 22 -22 -23 25 24 -26 -27 -28 28 29 -31 leaf_value=0.0065048293199682101 -0.0055942445580123012 0.022099783052136376 0.013609454345983487 -0.019698216689353624 0.0077512405565836433 0.0016829457256616542 -0.00092487621255349134 0.0012684988490529803 0.0062759333611411925 -0.023995909835563909 -0.01299075685795598 -0.002050641370118603 -0.027928107466513769 -0.0021925082668424289 0.0086028876525834196 0.0029118364905273099 0.0038213187210655278 -0.012362549116801926 -0.021755819702138038 0.012252578182417973 0.024402750206669099 0.013859406612436649 0.001561269613551257 -0.0033219682197015809 -0.012281032147558008 0.02144841365797184 5.6342115962203304e-05 0.0087485505798884419 -0.023555121540817521 0.0033929853390262544 leaf_weight=10.765735119581221 24.901134982705116 10.461164623498915 16.670587763190269 9.4631877541542035 34.578972727060318 6.4788282215595236 58.289613522589207 127.23463457077742 9.9573053121566826 9.1345983445644361 11.478164859116076 188.53282504528761 7.0425857305526725 31.682717576622963 61.567073114216328 12.912421375513075 87.249435603618622 26.025410592556 8.8779939711093885 9.0156122297048551 9.50777819752693 13.440407380461691 13.263590455055239 212.60215946286917 31.89460201561451 7.2518779039382926 7815.1937479320914 8.6882310509681719 7.4958154112100628 11.050461143255232 leaf_count=33 73 31 48 27 96 21 174 379 28 26 35 545 20 97 192 39 271 75 26 26 30 38 40 621 94 21 23831 24 21 35 internal_value=3.54491e-08 0.000484283 0.00365362 0.00211579 0.000354881 -0.0110089 0.00230562 -0.000253997 -0.00570407 -0.0100036 -0.0040409 0.000161465 0.00186747 -0.00687279 0.0036602 -0.00107189 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0.50000000000000011 0.90000000000000013 1.195000000000001 0.90000000000000013 0.33333333333333326 0.92500000000000027 2.1000000000000005 350.00000000000006 475.00000000000006 0.90000000000000013 1.3350000000000006 1.7000000000000004 2.5000000000000004 0.98000000000000043 -1.0000000180025095e-35 5.1000000000000005 1.4950000000000008 0.83000000000000029 -1.0000000180025095e-35 2.9000000000000008 5.9000000000000012 1.0000000180025095e-35 1.3 0.83333333333333337 0.82000000000000028 2.9000000000000004 0.3000000000000001 6.7000000000000002 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 3 4 15 7 -6 -5 10 13 12 -12 -4 -10 -11 -3 17 18 -1 -18 -7 22 23 -2 27 -26 -27 28 -24 -29 right_child=21 2 8 5 6 20 -8 -9 9 14 11 -13 -14 -15 -16 -17 19 -19 -20 -21 -22 -23 24 -25 25 26 -28 29 -30 -31 leaf_value=0.003568386573159903 -0.014994280448685846 -0.02231984613228466 -0.0099084357102253422 -0.0071573765607767714 7.7772871215645213e-05 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65.822325222194195 5.1923835724592209 6.8911721855401984 1141.952519422397 9.7310527414083463 16.153097979724407 10.726887851953505 5680.0239228988066 leaf_count=27 39 26 21 33 134 24 170 26 60 100 216 61 36 94 443 23 23 21 28 35 20 36 249 32 22 4229 38 75 63 20613 internal_value=9.27548e-07 -0.000634327 -0.000215368 0.00250774 0.00453696 -0.00516811 0.00685167 0.00442682 -0.00150885 0.000169911 -0.00544144 -0.00777626 0.0055376 0.00659995 -0.00171148 -0.0106856 -0.00573838 -0.00103009 -0.0063417 -0.012919 -0.0186379 4.12446e-05 3.19893e-05 -0.00601928 4.19592e-05 -0.000475682 -0.000583768 0.000145849 0.00346115 0.000101296 internal_weight=7392.94 441.199 407.731 131.303 103.849 27.454 90.1424 16.0332 276.427 193.728 82.6994 68.1965 14.5028 43.8525 149.875 13.7069 33.468 20.2138 14.2607 13.2542 11.4209 6951.74 6942.72 11.4198 6931.3 1158.57 1151.68 5772.73 76.5492 5696.18 internal_count=27017 1621 1487 456 353 103 304 59 1031 697 334 277 57 154 543 49 134 76 55 58 44 25396 25360 71 25289 4289 4267 21000 312 20688 is_linear=0 shrinkage=0.03 Tree=1592 num_leaves=11 num_cat=0 split_feature=5 12 0 12 9 12 2 4 8 4 split_gain=0.208673 0.334268 0.72158 0.28886 1.00678 0.485415 1.56499 0.30092 0.812106 0.496529 threshold=3.2350000000000008 6.3000000000000016 525.00000000000011 5.9000000000000012 5.7000000000000002 5.700000000000002 2.7000000000000006 2.7150000000000003 8.5000000000000018 2.6550000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 7 -7 9 -9 -1 right_child=-2 2 -4 4 -6 6 -8 8 -10 -11 leaf_value=-5.5100089219911338e-06 -0.0056128280320535944 -0.0017817295306200506 0.013672724984858038 0.0040631091869733141 -0.015331502838409021 0.019248527094718245 -0.0043659888968676057 -0.0011562546952243362 -0.021228540593179888 0.0083730454813907007 leaf_weight=7678.535756805446 5.9587222710251799 5.9872259721159917 4.9812914952635765 5.0492594726383668 4.6065908223390579 4.6990262418985349 5.46131950058043 10.516775665339081 2.1922579114325336 6.3710148632526389 leaf_count=26652 21 28 22 27 22 16 30 111 42 46 internal_value=-9.27365e-07 3.3995e-06 0.00523683 -4.03858e-06 -0.00518963 2.45762e-06 0.00655541 -6.19185e-06 -0.00461864 1.43606e-06 internal_weight=7734.36 7728.4 10.9685 7717.43 9.65585 7707.78 10.1603 7697.62 12.709 7684.91 internal_count=27017 26996 50 26946 49 26897 46 26851 153 26698 is_linear=0 shrinkage=0.03 Tree=1593 num_leaves=16 num_cat=0 split_feature=13 6 11 4 6 13 4 9 4 7 11 0 12 4 11 split_gain=0.208196 0.21937 1.01813 0.217205 1.51229 1.63492 3.84397 3.1293 1.38626 2.70775 3.06454 2.41706 0.932819 1.84953 1.04173 threshold=6.1000000000000005 3.5000000000000004 1.0000000180025095e-35 1.7100000000000002 2.9000000000000004 2.5000000000000004 1.7200000000000006 7.5000000000000009 1.6600000000000006 1.7000000000000004 -1.0000000180025095e-35 475.00000000000006 4.9000000000000012 1.4250000000000005 -2.4999999999999991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 8 5 6 -5 -7 12 10 -10 -11 14 -14 -1 right_child=-2 2 -4 4 -6 7 -8 -9 9 11 -12 -13 13 -15 -16 leaf_value=0.0060704033701130377 0.004866014447534598 -0.014335610374692425 0.0031818981402435128 -0.013739994483175264 -0.01385295867694563 0.000252867543617709 -0.00079726832086375284 0.0079079028245121474 0.0077561459048182454 -0.0074158119307433899 0.00077249339732442105 0.0026061742560592877 0.0036995339945109927 -0.012282791695585642 -1.2670897705375929e-05 leaf_weight=25.436743080615997 7.9070967286825171 5.0613112784922105 7.2827479690313339 21.083969486877322 7.3498796373605719 963.3663731738925 1008.9766190182418 50.584863398224115 97.439280442893505 44.252891838550568 134.7661079056561 42.418766498565674 11.200756964273753 15.582704028114675 6449.5762775465846 leaf_count=94 25 22 25 63 23 3012 3249 165 291 124 403 122 85 74 19240 internal_value=1.9642e-07 -4.13416e-06 -0.00400063 1.42635e-06 -0.000269242 -0.000220397 -0.00106219 0.000634768 8.28315e-05 0.00201406 0.00370301 -0.00251086 -1.18847e-05 -0.00559903 1.12261e-05 internal_weight=8892.29 8884.38 12.3441 8872.04 2051.36 2044.01 1030.06 1013.95 6820.67 318.877 232.205 86.6717 6501.8 26.7835 6475.01 internal_count=27017 26992 47 26945 6512 6489 3312 3177 20433 940 694 246 19493 159 19334 is_linear=0 shrinkage=0.03 Tree=1594 num_leaves=30 num_cat=0 split_feature=2 10 0 8 6 5 10 5 9 8 6 0 8 5 10 4 11 8 5 8 12 5 8 5 11 9 4 10 3 split_gain=0.207908 1.44699 1.82835 2.94954 1.63534 2.21502 1.68937 1.46478 1.43347 1.57012 1.16687 1.095 0.264724 1.31442 1.70127 2.81744 2.06256 0.606342 3.27277 1.5074 2.14987 2.0014 0.793995 3.23296 3.26938 2.0775 0.54077 2.31707 1.72158 threshold=0.3000000000000001 0.33333333333333326 575.00000000000011 3.5000000000000004 1.1000000000000003 1.7250000000000003 -0.49999999999999994 1.4250000000000007 3.7000000000000006 4.5000000000000009 1.5000000000000002 475.00000000000006 8.7000000000000011 2.4450000000000007 -1.8333333333333328 1.4650000000000005 -0.83333333333333315 7.5000000000000009 2.3750000000000009 7.7000000000000002 2.9000000000000008 1.2450000000000008 6.9000000000000012 2.055000000000001 0.50000000000000022 4.5000000000000009 1.8050000000000004 -2.8333333333333326 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 11 6 -6 -5 -4 -3 -10 -11 -1 17 14 -14 -16 -17 22 19 21 -21 -19 26 25 -25 -24 27 -2 -28 right_child=12 8 7 4 5 -7 -8 -9 9 10 -12 -13 13 -15 15 16 -18 18 -20 20 -22 -23 23 24 -26 -27 28 -29 -30 leaf_value=-0.0019355875029082757 -0.017297059020228187 -0.0056148557732388889 -0.021300003141861271 0.0087165105734457425 0.0090177554341127567 -0.0056742038873155752 -0.010614577236142351 -0.0024677061898645994 0.019349646105799267 -0.0067177338685790863 0.012007580950287242 -0.017121285230134523 0.012585537013943375 0.014806452732261758 0.020256780294305644 -0.021812411496009688 -0.0043659638929793793 -0.0029250387743335552 -0.019544501721064308 0.0042990284442626639 -0.0027407097864285968 0.00918669413416906 0.00068369490292224011 0.015234727725042526 -0.0044980859197040583 -0.0050807216544615534 -0.0032946424853913239 -7.5817145237929033e-05 0.0011288418705448289 leaf_weight=7.9762691706419018 7.0400949344038954 6.1739522516727474 6.1679872125387183 6.1120357215404537 46.959973365068436 11.496509335935114 12.170165710151194 9.3547325879335386 10.252120584249498 5.5546550303697568 6.4996850080788136 9.2058704048395139 5.3706219792366019 3.8468058109283438 3.5844670832157126 7.4114978816360226 34.430052362382412 16.610302913933992 6.4492170810699454 73.427219931036234 83.3757782317698 47.089694224298 91.718662481755018 18.965365570038561 12.561870090663431 145.58708494715393 87.78965237736702 5801.5306035429239 807.85940493457019 leaf_count=30 29 21 25 20 151 48 44 36 33 19 22 36 29 18 12 46 204 79 36 314 420 189 411 70 50 646 432 20381 3166 internal_value=8.23168e-07 0.00115467 -0.000412848 0.00116353 0.00367917 0.00612832 -0.00415188 -0.00995076 0.00717826 0.0107191 0.00337893 -0.0100718 -2.11135e-05 -0.00210132 -0.00338174 -0.00526952 -0.0074563 -5.32604e-06 0.00152069 0.0021368 0.000555837 0.00602846 -5.49932e-05 -0.00165364 0.00737229 -0.00285277 9.11092e-06 -9.66896e-05 0.000695261 internal_weight=7392.57 137.924 109.444 93.9208 76.7387 58.4565 18.2822 15.5227 28.4804 22.3065 12.0543 17.1821 7254.65 54.6434 50.7966 45.426 41.8416 7200 226.952 220.503 156.803 63.7 6973.05 268.833 31.5272 237.306 6704.22 5808.57 895.649 internal_count=27017 485 390 329 263 199 64 61 95 74 41 66 26532 309 291 262 250 26223 1038 1002 734 268 25185 1177 120 1057 24008 20410 3598 is_linear=0 shrinkage=0.03 Tree=1595 num_leaves=31 num_cat=0 split_feature=9 11 5 8 10 7 12 8 12 4 13 6 12 2 4 13 10 4 9 9 13 5 8 11 0 8 0 11 5 11 split_gain=0.208048 1.51084 1.69406 1.25131 1.55935 3.29486 1.34925 1.98273 1.28691 1.07381 2.1177 2.35512 1.48205 1.33573 3.64305 2.61019 1.72181 1.27698 3.90943 0.430239 3.1979 1.77791 4.11131 3.93463 2.75922 3.08197 1.92114 1.83023 1.33493 0.696788 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 4.1000000000000005 -0.49999999999999994 1.1000000000000003 3.3000000000000007 5.7000000000000002 4.3000000000000016 1.1550000000000007 3.3000000000000007 0.90000000000000013 1.9000000000000001 0.90000000000000013 1.2950000000000006 3.3000000000000007 1.0000000180025095e-35 1.2850000000000008 8.7000000000000011 7.1000000000000005 4.1000000000000005 1.3950000000000007 4.3000000000000016 -0.83333333333333315 200.00000000000003 3.5000000000000004 725.00000000000011 -1.0000000180025095e-35 1.5550000000000008 -1.8333333333333328 decision_type=2 2 2 2 2 2 2 2 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 9 -3 4 -4 -6 7 -5 -8 10 11 -2 -13 17 16 -16 -15 -11 -19 29 21 22 27 -24 25 -23 -26 -21 -22 -1 right_child=1 2 3 6 5 -7 8 -9 -10 13 -12 12 -14 14 15 -17 -18 18 -20 20 28 24 23 -25 26 -27 -28 -29 -30 -31 leaf_value=0.0019539016269300592 -0.0089107934875372018 -0.0080698505393620237 -0.011970781431785578 0.016660997286744878 0.014984224625053126 -0.0087581617611940717 -0.0010717208320031165 0.0019585115528488323 0.0087121420126744387 0.014666875410616351 -0.012003574249379837 -0.00062454933098055683 0.01490802471406028 -0.024340388875517451 -0.0031859792646235087 0.010593374885010956 -0.0058287297420664807 -0.0097502149121819238 0.017981120859311646 0.0019844039255366474 0.0020078722647215797 -0.026766772936783242 -0.010760404136351671 0.015016253545435735 -0.00029358685196793926 -0.0053384547000863668 -0.011758295775776785 -0.018691303194781166 0.019812932036526752 -2.2034708189854073e-05 leaf_weight=164.49765270762146 7.1441615521907798 10.715576082468031 8.2624546587467211 20.806188628077507 10.789223328232767 10.265944361686705 28.392213001847267 13.684763886034487 21.085320383310318 7.2625070363283184 6.7286930978298178 7.7498308420181301 19.289686396718025 9.8333700001239794 89.282056272029877 14.362848401069639 8.3722192943096143 13.029421985149385 7.051284432411193 7.3618436008691779 6.4910205602645865 6.6006729304790488 6.655970834195613 26.744344338774681 287.20109742507339 71.218560561537743 13.785935536026953 8.0850498080253583 9.1067541837692243 6812.2733901347965 leaf_count=539 22 38 26 62 34 30 91 42 75 23 20 23 60 30 303 46 26 40 23 24 19 20 25 92 877 218 78 26 27 24058 internal_value=-1.01262e-06 0.00075523 0.0033314 0.00440983 -0.000926088 0.00340806 0.00627287 0.0108276 0.00309777 -0.000925147 0.00338046 0.00640864 0.0104562 -0.00210584 -0.00345052 -0.00127647 -0.0158274 0.00388647 -1.24332e-05 -3.30262e-05 -0.000939334 -0.00142598 0.00396067 0.00987952 -0.00212059 -0.00715602 -0.000818698 -0.00883746 0.0124033 2.45537e-05 internal_weight=7734.13 314.108 124.002 113.286 29.3176 21.0552 83.9685 34.491 49.4775 190.106 40.9124 34.1837 27.0395 149.194 121.85 103.645 18.2056 27.3432 20.0807 7420.02 443.251 427.653 48.8472 33.4003 378.806 77.8192 300.987 15.4469 15.5978 6976.77 internal_count=27017 1014 398 360 90 64 270 104 166 616 125 105 83 491 405 349 56 86 63 26003 1406 1360 167 117 1193 238 955 50 46 24597 is_linear=0 shrinkage=0.03 Tree=1596 num_leaves=31 num_cat=0 split_feature=9 10 5 3 9 9 5 9 3 5 3 5 8 2 0 8 11 6 4 4 5 12 4 7 5 10 9 9 4 6 split_gain=0.205841 1.74786 4.07307 2.88383 3.59417 3.33925 2.26497 2.06876 2.65523 2.94603 4.04492 2.8591 3.08776 2.44514 1.4719 5.52332 1.61926 1.41408 1.3022 2.51869 2.30333 1.28437 1.04845 1.04315 2.11367 2.86098 5.79191 3.00949 2.6411 2.16471 threshold=4.1000000000000005 1.1666666666666672 1.7000000000000004 1.7000000000000004 3.9000000000000004 3.9000000000000004 1.5250000000000006 3.9000000000000004 0.90000000000000013 1.2750000000000006 0.3000000000000001 2.0650000000000008 3.1000000000000005 1.5000000000000002 925.00000000000011 7.9000000000000012 1.0000000180025095e-35 1.5000000000000002 2.4350000000000009 2.2550000000000012 1.4450000000000007 3.7000000000000006 1.8050000000000004 1.9000000000000001 1.4350000000000007 0.50000000000000022 6.9000000000000012 4.3000000000000016 1.2350000000000005 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 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 21 -3 14 9 10 -9 12 -10 -11 18 16 -16 -4 19 -1 -20 -5 -6 -2 29 27 -27 -26 -29 -25 right_child=23 2 17 5 22 -7 -8 8 11 13 -12 -13 -14 -15 15 -17 -18 -19 20 -21 -22 -23 -24 24 25 26 -28 28 -30 -31 leaf_value=-6.6748168343581918e-05 -0.00025606505027997087 0.0012260839607879811 0.021644592000122479 -0.023659264005172771 -0.0075854438106113288 0.0060310929543914505 -0.012504889234098369 0.016316103228879626 -0.0056406375354496998 0.0020403091448616519 -0.0060821501430864391 -0.012610907200676843 0.0055633201042375726 0.021635830698910757 0.023934825149122648 -0.018597016455413031 0.0050919257529711062 0.0037574557570562613 -0.0007365881214347333 0.011521405727377461 -0.023950407786976859 -0.0091673940696748168 -0.019553232803422079 0.0031259099212453192 -0.013319984542169833 0.0054341210609757775 -0.011113617418141986 -0.0054963894489513769 0.00030519282201757887 -0.0017914982545108968 leaf_weight=1777.6782309263945 5398.2618177663535 133.51944052428007 7.6464465353637925 13.27492961287499 26.199946612119675 7.0168771445751181 11.764572456479071 7.9643934816122046 24.291583850979805 26.100975185632706 81.634570933878422 9.0034954696893674 249.74238408356905 7.3434565812349311 9.9404080137610489 5.4383241310715666 6.9913860112428656 8.2905374616384488 12.081474974751474 17.042461432516575 5.6439374908804885 9.4026231914758664 8.8013053312897664 409.38371402025223 19.932801902294159 126.53111287951469 22.407734915614128 98.437321662902832 249.91685197502375 100.31137404590845 leaf_count=5135 16764 400 24 39 75 20 34 23 76 72 236 32 735 23 43 22 29 27 53 77 20 29 30 1208 57 368 69 286 722 289 internal_value=9.32563e-08 0.000233043 -0.00228198 -0.00339173 -0.00196489 -0.0120546 0.0001142 0.000486596 0.00242416 -0.00125509 -0.00409118 0.00402362 0.00457015 0.00634293 5.77756e-05 0.00770604 0.0161543 0.0123396 -3.66231e-05 4.32916e-05 -0.00812809 -0.0176506 -0.0105948 -8.93429e-05 0.000787073 -0.000564023 0.00294453 -0.00198291 -0.00133421 0.00215813 internal_weight=8892 2466.81 225.917 209.98 180.285 29.6944 145.284 2240.9 406.081 123.043 89.599 283.037 274.034 33.4444 1834.82 22.3701 16.9318 15.937 1812.45 1794.72 17.7254 22.6776 35.0013 6425.18 1026.92 517.226 148.939 368.287 348.354 509.695 internal_count=27017 7254 678 627 539 88 434 6576 1197 354 259 843 811 95 5379 94 72 51 5285 5212 73 68 105 19763 2999 1502 437 1065 1008 1497 is_linear=0 shrinkage=0.03 Tree=1597 num_leaves=31 num_cat=0 split_feature=6 10 9 13 5 0 10 7 6 3 3 11 11 5 0 0 4 11 12 5 6 12 2 9 12 12 0 5 5 4 split_gain=0.208978 1.49872 2.58573 3.06406 4.03964 3.9106 4.79761 3.58245 1.86666 1.0975 2.6031 6.41899 2.68922 2.94269 2.70912 2.59835 1.73157 3.1087 3.45815 2.53116 2.29063 3.15972 2.75981 0.923785 1.30314 2.13799 2.73935 2.68444 1.65131 1.58872 threshold=1.7000000000000004 -1.1666666666666663 7.7000000000000002 3.1000000000000005 1.2750000000000006 475.00000000000006 -1.4999999999999996 1.1000000000000003 2.1000000000000005 0.90000000000000013 0.70000000000000007 -1.4999999999999996 0.33333333333333326 0.87000000000000033 475.00000000000006 575.00000000000011 1.1750000000000005 -0.66666666666666663 1.5000000000000002 2.305000000000001 2.7000000000000006 1.7000000000000004 1.7000000000000004 8.1000000000000014 1.5000000000000002 2.1000000000000005 200.00000000000003 1.8300000000000005 1.7400000000000007 1.3450000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 2 3 4 -2 7 -7 -5 -6 10 12 -12 14 -14 -3 -13 17 18 -11 -19 21 -18 -22 -1 -25 29 27 -27 -28 -26 right_child=1 9 -4 5 8 6 -8 -9 -10 16 11 15 13 -15 -16 -17 20 19 -20 -21 22 -23 -24 24 25 26 28 -29 -30 -31 leaf_value=-0.0001668721923729279 0.024260607209502728 -0.0069824774059901798 -0.014080941098837558 0.014329464005698251 0.0018527790905126377 -0.0019019897471314483 0.012421635366360109 -0.0075671544380762797 0.017686205722514458 0.012749091222733029 0.033449846617752681 0.0040275794441185387 0.01930614734883206 0.0015662164231475117 0.00060958370846142713 -0.0056688949665358226 0.011216184629997492 -0.001100442595694308 -0.0080132342869811048 0.012406870144860818 -0.0072356916710081083 0.00039056061602051219 0.0072254626405720383 0.015425393211858027 0.00013227516761783303 4.1679563484175727e-05 0.01024315457903662 0.020941708845731169 -0.00072875222726186584 -0.018579711355317236 leaf_weight=5138.1051346939057 12.61381174623966 80.056194856762886 7.9746458083391181 7.7067043706774703 34.38793420791626 42.306954815983772 41.877675995230675 52.770903158932924 8.3232637494802457 7.794762358069419 6.3029589354991904 186.57558834552765 9.6556457132101041 65.526253119111061 89.695734970271587 28.697708543390036 24.93922421336174 312.64393580704927 97.908185340464115 13.005426071584223 65.428262069821358 897.8796872459352 14.511507228016852 6.4633220732212058 8.8339260667562503 9.3745463192462939 14.435238018631933 13.490257188677786 85.277451504021883 7.5943085253238669 leaf_count=18996 39 285 39 27 121 153 139 193 27 26 21 620 32 224 319 105 84 1080 369 61 251 3187 51 20 34 31 55 44 355 29 internal_value=6.40834e-07 0.000253137 0.00267105 0.00333905 0.00934368 0.00104263 0.0052233 -0.00477685 0.00493829 -1.14264e-05 0.00125254 0.00360868 -0.000878898 0.00384456 -0.00297089 0.00273496 -0.000422591 -0.00201199 -0.00648218 -0.000561002 0.000261113 0.000683124 -0.00461055 -0.000100126 0.00225741 0.00164514 0.00300721 0.0123727 0.000859632 -0.00851775 internal_weight=7392.16 2108.58 207.962 199.987 55.325 144.662 84.1846 60.4776 42.7112 1900.62 466.51 221.576 244.934 75.1819 169.752 215.273 1434.11 431.352 105.703 325.649 1002.76 922.819 79.9398 5283.57 145.469 139.006 122.577 22.8648 99.7127 16.4282 internal_count=27017 7453 738 699 187 512 292 220 148 6715 1606 746 860 256 604 725 5109 1536 395 1141 3573 3271 302 19564 568 548 485 75 410 63 is_linear=0 shrinkage=0.03 Tree=1598 num_leaves=31 num_cat=0 split_feature=0 8 7 4 8 11 2 10 10 5 12 3 11 8 10 2 6 4 10 9 4 5 10 4 11 4 4 5 5 5 split_gain=0.204833 1.05311 1.09502 2.52107 2.33325 2.16063 2.05141 1.515 1.48615 2.53378 5.19709 2.1321 2.09515 4.15296 2.96465 0.750368 1.64736 0.738608 2.34061 2.26529 2.55448 1.15303 1.0564 0.872465 2.4312 2.29774 1.17822 0.211974 0.0104817 0.0035774 threshold=575.00000000000011 2.1000000000000005 0.50000000000000011 2.0050000000000012 5.7000000000000002 -1.0000000180025095e-35 0.90000000000000013 0.83333333333333337 1.0000000180025095e-35 1.9400000000000006 3.9000000000000008 1.9000000000000001 0.83333333333333337 3.1000000000000005 -1.1666666666666663 3.5000000000000004 1.3 2.475000000000001 0.50000000000000022 5.1000000000000005 2.5850000000000013 1.8850000000000005 -0.66666666666666663 2.3950000000000009 -0.33333333333333309 2.3750000000000009 2.3450000000000011 1.4850000000000008 1.9350000000000005 1.9250000000000003 decision_type=2 2 2 2 2 2 2 2 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 28 12 11 -11 -10 14 -14 -4 17 29 23 19 20 -19 27 -21 25 -25 26 -1 -20 -5 -17 right_child=1 2 8 7 5 -7 -8 -9 9 10 -12 -13 13 -15 -16 16 -18 18 21 22 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-6.9393311474865029e-05 -0.011494765154018035 0.0039491496188477629 0.0031812072071144928 -0.022660257929191359 0.01373727373904941 -0.00356966857634522 -0.0089587254847775244 -3.414124869063619e-05 0.0018718084092847326 0.013432959486176593 -0.0017767792075932534 -0.0044225794464600203 0.023294121253417319 0.0017528414930527779 -0.0021819624483089533 -0.021216003005521778 0.0090074750357324023 0.042050091630585935 -0.010555956645582794 0.012266355469610477 0.0063282812637740502 0.0031932091741956907 -0.0049401301688204741 -0.02393978401554929 0.0034277786553352937 0.018117425633095114 -0.012320747141041574 -0.022713459710533582 -0.02490903575222404 -0.023025484445079996 leaf_weight=6419.7823148462921 6.7185904234647742 16.545112915337086 117.79166598850861 3.4925109725445491 15.129857800900938 11.371395736932753 33.554226689040661 3.5336752384901047 329.31095573678613 46.017821557819843 36.064931817352772 56.784619357436895 8.6041021347045881 126.1802980164066 436.55847269948572 2.419644968584179 2.4929772689938545 3.5688443109393182 2.4263853766024095 5.9781866297125843 3.6385567802935839 4.9763861186802387 6.9386543054133609 5.0714164972305298 6.8909698128700239 6.2489664405584326 7.072576578706502 2.7577350921928883 4.0041654743254185 1.6565550677478311 leaf_count=21485 24 52 539 30 50 40 114 20 1485 145 139 206 27 499 1766 36 17 20 22 25 28 22 34 30 35 27 46 21 21 12 internal_value=-7.19748e-07 0.000350629 0.000414556 -0.00281881 -0.000887893 0.00631106 -0.00469595 -0.0162281 0.000659384 0.00196367 0.00675021 0.000946068 -0.000226713 0.00312795 -0.00104236 -6.85655e-05 -0.0102026 -5.82846e-05 0.00461582 0.0105419 0.0240164 -0.00712168 0.00302339 -8.02478e-05 -0.00817461 -6.51962e-05 -8.28756e-05 -0.0170232 -0.0238614 -0.0219514 internal_weight=7733.58 1251.66 1244.94 87.6309 76.6006 26.5013 50.0993 11.0304 1157.31 468.178 82.0828 386.096 689.135 134.784 554.35 6481.92 6.56918 6475.35 30.2847 20.1242 7.2074 10.1605 12.9168 6445.07 11.9624 6433.1 6426.85 5.18412 7.49668 4.0762 internal_count=27017 5157 5133 327 256 90 166 71 4806 1975 284 1691 2831 526 2305 21860 65 21795 172 107 48 65 59 21623 65 21558 21531 43 51 48 is_linear=0 shrinkage=0.03 Tree=1599 num_leaves=18 num_cat=0 split_feature=4 5 4 4 8 7 5 5 4 7 4 4 0 13 4 9 4 split_gain=0.206484 0.52281 0.229688 1.31486 1.71067 1.21292 1.57139 1.2627 1.20151 1.425 0.549402 1.8397 1.21939 0.838402 0.383301 3.5665 1.84744 threshold=2.975000000000001 1.7250000000000003 2.5350000000000006 2.5050000000000012 7.3000000000000016 2.1000000000000005 1.1550000000000007 1.4150000000000007 2.555000000000001 1.7000000000000004 2.3550000000000009 2.3750000000000009 725.00000000000011 2.3000000000000007 2.265000000000001 4.7000000000000002 2.2550000000000012 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 6 -4 -7 -8 -10 14 13 -13 -12 16 -16 -1 right_child=1 -3 5 4 -6 7 8 -9 9 -11 11 12 -14 -15 15 -17 -18 leaf_value=-9.7058937013536418e-06 0.0022751887235158276 -0.0096236274419143723 -0.01359972249676933 -0.00011365377905924393 -0.019028817287599902 0.023391021284892177 0.014983425939464745 0.0029418142246975991 0.0023717749809250288 -0.011436213066132206 0.005936698359389714 -0.0023949493510172933 0.0065426035489522458 0.020358979037092849 0.0068701342623713225 -0.0063647954421134191 0.013193487799030519 leaf_weight=8611.9213766036555 6.5787604376673681 6.7161536067724228 6.8007409870624533 10.059925846755506 7.5197592079639426 4.3340882211923581 5.5014429464936248 7.2864858359098434 43.401196476072073 7.960396494716405 8.634936258196829 45.436381503939629 19.693617790937424 6.2558266893029204 27.219568952918053 56.077837526798248 9.548510827124117 leaf_count=25931 28 23 34 36 24 28 23 31 181 38 37 155 92 34 108 178 36 internal_value=2.11579e-07 -0.0037357 5.80637e-06 -8.30579e-06 -0.00820467 0.00165582 2.89545e-05 0.0105687 0.00165893 0.000231712 8.09637e-06 0.00248254 0.000307534 0.0119957 -1.46506e-05 -0.00203994 4.917e-06 internal_weight=8890.95 13.2949 8877.65 8802.37 17.5797 75.2844 63.6638 11.6206 56.863 51.3616 8784.79 80.0208 65.13 14.8908 8704.77 83.2974 8621.47 internal_count=27017 51 26966 26631 60 335 276 59 242 219 26571 318 247 71 26253 286 25967 is_linear=0 shrinkage=0.03 Tree=1600 num_leaves=20 num_cat=0 split_feature=4 13 13 4 3 7 10 11 10 5 0 5 2 5 6 3 5 4 5 split_gain=0.20328 1.60615 3.11237 2.63621 1.8276 3.26134 1.90243 1.31825 0.962481 0.343842 1.68025 0.403555 1.24018 0.345584 2.92979 2.35312 0.756747 1.66663 0.925383 threshold=0.79500000000000026 4.5000000000000009 3.9000000000000008 0.78500000000000036 1.1000000000000003 0.90000000000000013 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.62500000000000033 475.00000000000006 0.67500000000000016 1.1000000000000003 0.74500000000000033 1.9000000000000001 0.50000000000000011 0.79500000000000004 1.3850000000000007 0.88500000000000023 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 -6 -4 -5 10 -2 12 -11 14 15 -13 17 -15 -18 right_child=9 -3 7 8 6 -7 -8 -9 -10 11 -12 13 -14 16 -16 -17 18 -19 -20 leaf_value=-0.01885347997058269 -0.015886135381893273 0.012123471283706147 -0.022688760273277625 0.023137537102803619 -0.00051253884073021981 0.00021960603014296087 0.0099652418279213579 -0.0033668888377387626 0.0069535557922299502 0.015527778853434721 0.0042322942910378372 0.01380716353652417 -0.0038436744578957184 0.0083459173264575949 -0.020992819121173675 -0.0058637636320776152 -0.0025297877591720949 -0.0026046125357472309 1.3137029308544035e-05 leaf_weight=10.968075498938559 6.6183779146522275 11.015240922570227 6.9571415558457357 6.0304629355669022 44.557612277567387 30.521393068134785 23.994511604309082 5.8502006083726883 7.3236746042966825 5.7490280270576459 8.579338036477564 8.9434836581349426 6.1630163490772247 29.063727825880051 6.5315266586840144 14.104895047843454 131.20669614523649 21.960070200264454 7005.4173161620274 leaf_count=43 35 35 26 19 172 112 79 21 24 18 38 37 27 94 29 60 516 93 25539 internal_value=1.15347e-06 0.00110477 0.000213649 0.00167466 0.000147125 -0.00482252 0.00315488 -0.0138628 0.0142619 -2.12741e-05 -0.00452898 -1.17976e-05 0.00550544 -2.09038e-05 -0.0032569 0.00176916 -7.58645e-06 0.00363293 -3.36146e-05 internal_weight=7391.56 147.218 136.203 123.396 110.042 41.4895 68.5521 12.8073 13.3541 7244.34 15.1977 7229.14 11.912 7217.23 29.5799 23.0484 7187.65 51.0238 7136.62 internal_count=27017 531 496 449 406 155 251 47 43 26486 73 26413 45 26368 126 97 26242 187 26055 is_linear=0 shrinkage=0.03 Tree=1601 num_leaves=19 num_cat=0 split_feature=11 6 2 7 12 3 5 0 8 5 10 5 11 5 11 3 8 4 split_gain=0.206137 0.872384 1.03587 1.27159 2.48344 1.89869 1.8341 1.60006 1.58601 0.40505 2.1734 0.595098 2.76899 0.538146 1.43161 0.385877 2.32624 0.395632 threshold=1.8333333333333337 2.7000000000000006 0.3000000000000001 1.5000000000000002 4.700000000000002 2.5000000000000004 1.8100000000000005 525.00000000000011 5.3000000000000016 0.54500000000000015 0.33333333333333326 0.62500000000000033 -1.0000000180025095e-35 0.67500000000000016 -0.66666666666666619 1.0000000180025095e-35 5.5000000000000009 1.3350000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 -2 5 8 7 -7 -4 -5 10 -1 12 -11 14 -13 16 -15 -17 right_child=1 -3 3 4 -6 6 -8 -9 -10 11 -12 13 -14 15 -16 17 -18 -19 leaf_value=0.0040802534099721706 0.012247926610462307 -0.011014916317486056 -0.0024478641209812828 0.0013849488830522585 -0.013817100340059778 0.016645988022751967 6.4892267635394371e-05 -0.010936808002432579 0.012134422379976884 0.023747530517369154 -0.024200918984597711 -0.023802507863971173 -0.011013698838684201 -0.018403639283237069 0.0031161504343806055 -0.00020248254620565791 0.014207568637718415 0.0002366637557172941 leaf_weight=7.0076832920312864 5.5498032122850409 7.4084796756505957 72.693033326417208 39.943530857563019 7.3383315280079833 6.9650394618511191 43.511967860162258 27.559694916009903 17.883865602314472 4.566842794418335 3.7566317124292254 3.0498335463926196 3.7607848048210126 5.335906717926262 4.2642752341926089 3339.0625414177775 3.1195468120276928 4130.1540232794359 leaf_count=35 17 23 239 134 31 21 144 100 72 22 24 19 26 30 28 10431 25 15596 internal_value=-1.34581e-06 -0.000888291 -0.000549504 -0.000878474 0.00262309 -0.00239232 0.00235282 -0.00478149 0.00470936 2.57036e-05 -0.00578958 3.40574e-05 0.00804924 2.51398e-05 -0.00810838 3.30955e-05 -0.00637209 4.03464e-05 internal_weight=7732.93 228.854 221.445 215.895 65.1657 150.73 50.477 100.253 57.8274 7504.08 10.7643 7493.31 8.32763 7484.99 7.31411 7477.67 8.45545 7469.22 internal_count=27017 781 758 741 237 504 165 339 206 26236 59 26177 48 26129 47 26082 55 26027 is_linear=0 shrinkage=0.03 Tree=1602 num_leaves=31 num_cat=0 split_feature=5 11 4 0 13 4 2 5 5 13 0 4 12 6 12 0 4 10 13 0 0 12 5 12 5 10 2 8 4 4 split_gain=0.201595 1.76904 2.75423 6.12148 2.86502 2.71289 3.14398 3.11547 2.72147 3.08391 2.45345 2.85935 3.61526 2.56156 2.03611 1.9185 3.55002 1.81683 1.46431 1.46405 1.35576 0.994921 1.2329 1.09039 2.09414 1.5924 3.77722 3.04812 0.676981 3.17799 threshold=1.7650000000000006 -0.83333333333333315 0.84000000000000041 575.00000000000011 3.1000000000000005 0.93000000000000027 0.90000000000000013 2.5850000000000013 1.7950000000000002 3.3000000000000007 200.00000000000003 1.4950000000000008 3.5000000000000004 1.3 2.1000000000000005 350.00000000000006 1.3150000000000006 -0.49999999999999994 2.1000000000000005 475.00000000000006 475.00000000000006 5.5000000000000009 1.4850000000000008 4.5000000000000009 1.7400000000000007 -1.0000000180025095e-35 2.5000000000000004 4.7000000000000002 1.8850000000000005 1.8450000000000004 decision_type=2 2 2 2 2 2 2 2 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 5 3 4 18 19 8 14 -7 -10 11 12 -4 -13 -8 16 -12 -9 -3 -2 -17 23 -23 28 25 26 -25 -27 29 -1 right_child=1 2 10 -5 -6 6 7 17 9 -11 15 13 -14 -15 -16 20 -18 -19 -20 -21 -22 22 -24 24 -26 27 -28 -29 -30 -31 leaf_value=-4.4126553812575495e-05 -0.0052740941239569801 0.020108632716298619 0.0027638621391057288 -0.020253331407625134 0.028763610695066048 0.025098545165125424 -0.021212377368109117 0.026272776259923067 -0.00064423410132997115 0.017219911487373285 -0.0082306794808560957 0.0028913871653231896 -0.010693646602665578 0.012538234068017415 -0.0029746502792119228 0.0031155056729431532 0.00016753883378097873 0.0037006848177709179 0.0022797034576500061 -0.025093732268442887 5.9432760657565923e-05 -0.0018161940248633964 0.019142518146457014 0.016117143213483724 -0.019795902234547427 -0.017702447063779683 -0.003343386672795903 -0.0014347885833543338 0.00079910500859890808 -0.0048249326360692282 leaf_weight=6114.6248619407415 6.9026842787861806 6.2174980714917245 99.905095756053925 5.2953308150172225 9.0835702717304212 5.5573730468749991 5.6417000591754904 4.6448606774210921 42.226135183125734 10.953230477869509 68.281733334064484 55.679289549589157 21.90533110499382 44.629482984542847 234.88489844277501 155.51974935829639 134.59288328513503 10.38412764854729 12.443612162023781 6.5253034830093384 816.85548291914165 4.7549361214041692 5.3888489827513695 12.60787211358547 6.3534355312585822 13.658861905336378 31.165411934256554 43.00367832928896 773.18697464466095 127.75367641448975 leaf_count=17543 28 26 315 24 31 19 18 19 173 40 276 161 79 129 803 527 491 49 46 32 2837 22 25 37 20 44 115 151 2561 376 internal_value=2.4765e-07 0.000287981 0.000743478 0.00930452 0.0149459 -0.00170014 -0.00113595 -0.00257444 0.00512272 0.0030352 0.000541057 0.00343258 0.00034378 0.00718347 -0.00340243 -5.43279e-06 -0.00265906 0.0106768 0.00821994 -0.0149054 0.000548215 -7.06773e-05 0.00931805 -8.40489e-05 -0.00309267 -0.00203604 0.00226176 -0.00535621 -3.82525e-05 -0.000141968 internal_weight=8890.63 1758.13 1430.41 33.04 27.7447 327.72 314.292 255.556 58.7367 53.1794 1397.37 222.119 121.81 100.309 240.527 1175.25 202.875 15.029 18.6611 13.428 972.375 7132.5 10.1438 7122.35 106.789 100.436 43.7733 56.6625 7015.57 6242.38 internal_count=27017 6123 4942 127 103 1181 1121 889 232 213 4815 684 394 290 821 4131 767 68 72 60 3364 20894 47 20847 367 347 152 195 20480 17919 is_linear=0 shrinkage=0.03 Tree=1603 num_leaves=30 num_cat=0 split_feature=8 2 2 4 8 0 6 4 10 7 0 6 0 9 5 4 11 10 13 6 8 5 8 3 5 10 7 11 3 split_gain=0.204713 1.01734 1.52958 2.1917 5.11878 7.17532 3.41101 3.56127 2.00656 1.97781 1.85934 2.50033 2.08132 1.224 1.44867 1.61853 1.15658 0.86612 0.491546 0.449237 1.22344 0.676286 0.403545 3.69555 3.368 2.95904 0.780974 1.72386 0.66922 threshold=2.9000000000000004 0.50000000000000011 0.90000000000000013 1.1750000000000005 2.7000000000000006 525.00000000000011 0.90000000000000013 0.92500000000000027 -1.0000000180025095e-35 2.7000000000000006 350.00000000000006 0.90000000000000013 475.00000000000006 5.1000000000000005 1.4950000000000008 0.83000000000000029 1.0000000180025095e-35 0.33333333333333326 5.9000000000000012 1.0000000180025095e-35 5.7000000000000002 1.6100000000000005 3.3000000000000003 1.7000000000000004 1.1050000000000006 0.50000000000000022 1.0000000180025095e-35 -0.66666666666666663 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 8 -8 -3 10 11 -4 -12 14 15 -1 -15 -6 19 20 21 -2 23 24 -21 -25 27 -24 -28 right_child=18 2 9 4 17 -7 7 -9 -10 -11 12 -13 -14 16 -16 -17 -18 -19 -20 22 -22 -23 26 25 -26 -27 28 -29 -30 leaf_value=0.0035254303629758195 -0.023406447593643201 -0.02180402352445648 0.0065692014348133383 -0.0071245749770284632 -0.011782491062311494 0.033237406187936719 6.2395849641913386e-05 0.012276361429650684 0.0017648440201068973 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11.244333457201718 1729.9416187573224 leaf_count=27 24 25 55 49 27 20 134 158 22 28 152 268 528 35 21 28 23 21 36 231 29 18 27 286 862 104 17295 62 6422 internal_value=9.15204e-07 -0.000626021 -0.000213886 0.00245113 -0.00444328 0.005988 0.00462937 0.0067768 -0.00969321 -0.00148157 -0.00108145 -0.0049314 0.000531752 -0.00566604 -0.00102552 -0.0062434 -0.0127905 -0.0184481 4.06753e-05 3.15767e-05 -0.00592574 -0.0143674 4.13539e-05 0.000920056 -0.00068433 0.00562638 -1.82886e-05 -0.00605355 -3.42629e-07 internal_weight=7391.25 440.796 407.476 131.348 31.535 18.0734 99.8125 86.7985 13.014 276.128 269.437 79.5613 189.875 33.3202 20.1776 14.196 13.1427 13.4616 6950.46 6941.43 11.3738 6.55133 6930.06 440.484 328.499 111.985 6489.57 19.2396 6470.33 internal_count=27017 1621 1487 456 117 69 339 292 47 1031 1003 323 680 134 76 55 58 48 25396 25360 71 42 25289 1483 1093 390 23806 89 23717 is_linear=0 shrinkage=0.03 Tree=1604 num_leaves=12 num_cat=0 split_feature=9 4 9 8 7 10 12 3 5 12 5 split_gain=0.203728 1.21832 0.934684 0.304735 0.28997 1.69348 2.41586 1.86512 1.28158 1.73662 0.751987 threshold=1.5000000000000002 0.95000000000000018 1.7000000000000004 1.1000000000000003 2.1000000000000005 0.50000000000000022 1.3000000000000003 2.5000000000000004 0.67500000000000016 1.5000000000000002 0.8500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 -4 8 7 -7 -6 9 -5 -10 right_child=2 -3 3 4 5 6 -8 -9 10 -11 -12 leaf_value=-0.0049351504525882908 -0.011110093885891223 0.015256074325680961 0.0059697991228775654 0.0063621855607742658 -0.0012408499147143904 0.018568473837911555 0.0011401665436001564 -0.015436685180767474 0.0024632889361224384 -0.018565052223493628 3.1522272199578281e-05 leaf_weight=6.0094183012843114 6.817588720470666 4.868445388507098 7.6953805387020102 3.8128873705863935 512.1557850013487 7.4418002516031256 187.82505833450705 8.4673894420266134 116.38892146945 7.3914784891530871 6864.0153390108608 leaf_count=27 39 23 22 20 2102 25 797 29 500 60 23373 internal_value=-1.15951e-06 0.00410154 -6.93891e-06 2.87248e-06 -3.08507e-06 -0.000578137 0.00180438 -0.00147173 5.5796e-05 -0.0100822 7.20687e-05 internal_weight=7732.89 10.8779 7722.01 7715.19 7707.5 715.89 195.267 520.623 6991.61 11.2044 6980.4 internal_count=27017 50 26967 26928 26906 2953 822 2131 23953 80 23873 is_linear=0 shrinkage=0.03 Tree=1605 num_leaves=17 num_cat=0 split_feature=13 6 3 5 12 12 4 9 11 10 0 12 5 12 13 3 split_gain=0.205178 0.210816 0.99141 0.215763 1.7162 3.49993 2.90248 2.24606 1.79203 2.80599 1.8127 0.958589 1.19991 1.04934 2.09825 1.4862 threshold=6.1000000000000005 3.5000000000000004 1.3 1.7650000000000006 1.7000000000000004 1.5000000000000002 1.0150000000000006 6.5000000000000009 -0.83333333333333315 -0.66666666666666663 200.00000000000003 5.5000000000000009 1.4850000000000008 4.3000000000000016 2.3000000000000007 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 11 5 6 -5 -7 9 -6 -10 13 -13 15 -15 -1 right_child=-2 2 -4 4 8 7 -8 -9 10 -11 -12 12 -14 14 -16 -17 leaf_value=-7.9207526655256104e-06 0.0048340114281723761 -0.012757118248198258 0.0042858210652938549 0.015165089205420831 0.0024777478835331544 0.021011211785386879 -0.0092987568250969647 0.0031977401561000076 0.0031176641414522202 -0.0036886228276402852 0.00013983569020343468 -0.0017952287771686574 0.018920740619215781 -0.0062597042554341058 0.00058050102783463887 -0.0091209439833739182 leaf_weight=6924.562662653625 7.896745264530181 5.9297954291105253 6.3738270439207554 5.9378028362989452 93.970427207648754 14.830014646053316 16.475993499159813 11.167519569396971 218.35459698736668 226.4958505704999 1168.6543832905591 4.7567222788929922 5.3428801596164703 72.677020773291588 90.769233476370573 16.143780589103699 leaf_count=20170 25 24 23 19 331 44 53 38 675 826 4128 22 25 244 311 59 internal_value=4.22605e-07 -3.87459e-06 -0.00392811 1.56865e-06 0.000299394 0.00586946 -0.00281786 0.0133592 0.000141468 -0.00188046 0.00060863 -7.19383e-05 0.00916391 -8.50685e-05 -0.00246102 -2.91172e-05 internal_weight=8890.34 8882.44 12.3036 8870.14 1755.89 48.4113 22.4138 25.9975 1707.48 320.466 1387.01 7114.25 10.0996 7104.15 163.446 6940.71 internal_count=27017 26992 47 26945 6114 154 72 82 5960 1157 4803 20831 47 20784 555 20229 is_linear=0 shrinkage=0.03 Tree=1606 num_leaves=31 num_cat=0 split_feature=4 2 10 11 11 0 4 5 9 0 4 4 0 7 6 13 13 11 6 3 4 12 5 9 11 6 4 6 8 8 split_gain=0.208312 2.15849 2.97707 2.33469 2.2857 2.351 1.71631 1.67705 2.35242 2.24876 4.0897 2.37182 2.20068 1.65237 3.03497 2.45695 1.56768 1.47756 2.33774 1.6235 1.43351 1.98461 2.86073 2.05352 1.37869 1.33152 1.13679 3.24731 2.77103 7.48501 threshold=2.0250000000000008 1.7000000000000004 0.33333333333333326 -1.1666666666666663 -0.83333333333333315 575.00000000000011 1.9400000000000006 1.5550000000000008 4.7000000000000002 200.00000000000003 1.9900000000000007 1.9650000000000001 350.00000000000006 0.70000000000000007 1.5000000000000002 2.1000000000000005 1.7000000000000004 -0.66666666666666663 1.1000000000000003 2.3000000000000003 2.0350000000000006 2.7000000000000006 0.82000000000000028 5.3000000000000016 1.8333333333333337 0.90000000000000013 1.9050000000000002 0.70000000000000007 4.5000000000000009 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 -2 -5 -6 26 9 -9 10 11 -8 -11 -4 15 -15 -14 18 -10 -19 25 23 -23 -22 -24 -3 -1 -28 -29 -30 right_child=1 20 13 4 5 -7 7 8 17 12 -12 -13 16 14 -16 -17 -18 19 -20 -21 21 22 24 -25 -26 -27 27 28 29 -31 leaf_value=-1.2384946747135951e-05 0.014449781744660505 -0.0029846506676754836 -0.0038851407590495051 -0.020853770654762609 0.0036376400350100978 -0.0098060878942915 0.0075749493920776335 -0.015962526769724969 0.015901051425135697 -0.014485229655185762 -0.0088408356806914893 0.035034151654581076 -0.013018441522477981 0.022460447730078336 0.029050255452296097 0.0028977529450342604 0.0012516826086935459 -0.0091610416340702789 -0.004908110981213229 0.0026825808672815334 -0.022763393559904629 0.025116563538109413 -0.0010923650307478427 0.0012419719382184282 0.0072399732170810652 0.015894804309643528 -0.0070445877924889032 -0.0068180591025235561 0.023348862082538429 0.0018683224021173307 leaf_weight=6568.568573275581 9.4845140948891622 5.3662983402609816 6.2369593381881705 5.0548874586820594 45.010097518563271 15.822854056954382 6.0574337840080279 16.705120608210564 8.0935180485248583 11.455046147108076 6.9202698469161978 5.3152201175689697 7.7824420258402816 7.9662842527031925 8.0914240479469282 21.034944072365761 63.151502892374992 40.151737578213215 12.157078146934508 14.065599430352448 7.3641973994672281 3.9110719077289096 356.14249751251191 5.6816057674586773 18.816318403929472 9.0022255629301053 22.284778915345669 13.096048682928084 20.722362108528614 49.413319796323776 leaf_count=23344 35 24 25 22 179 80 22 64 29 53 27 20 38 28 26 76 290 156 44 57 55 19 1755 31 68 34 95 50 75 196 internal_value=8.60293e-07 0.000576838 0.00413568 0.000533431 -0.00146982 0.000140881 -4.31803e-05 -0.00284073 -0.00578821 -0.000171635 0.0093434 0.0204085 -0.00228427 0.0104018 0.0128041 0.00827139 -0.000313949 -0.00350584 0.00340865 -0.00608845 -0.000462929 -0.000804135 -0.00040799 -0.0123088 -0.000674229 0.00884378 3.72389e-05 0.0031264 0.00584962 0.00821499 internal_weight=7390.93 524.986 118.702 75.3724 65.8878 60.833 6865.94 191.855 91.1731 100.682 18.2929 11.3727 82.389 43.3296 37.0927 29.0012 70.9339 74.4679 20.2506 54.2173 406.284 391.916 378.87 13.0458 374.959 14.3685 6674.09 105.517 83.2317 70.1357 internal_count=27017 2457 471 316 281 259 24560 800 350 450 69 42 381 155 130 104 328 286 73 213 1986 1928 1842 86 1823 58 23760 416 321 271 is_linear=0 shrinkage=0.03 Tree=1607 num_leaves=27 num_cat=0 split_feature=5 4 4 8 8 8 10 5 3 10 11 4 5 6 11 5 6 6 4 9 11 4 4 9 5 13 split_gain=0.206544 1.68159 5.03936 3.24632 2.24657 1.75348 1.88875 1.55888 2.42872 2.73 1.48597 7.10551 1.41478 1.39416 2.08211 1.45509 1.34124 1.19366 0.629655 0.541374 3.43701 4.13758 1.88244 0.599497 4.8585 0.864981 threshold=0.91000000000000036 0.91000000000000036 0.82000000000000028 3.3000000000000003 3.7000000000000006 3.3000000000000003 -1.4999999999999996 0.92500000000000027 0.90000000000000013 -1.0000000180025095e-35 -1.1666666666666663 1.6000000000000008 0.87000000000000033 0.90000000000000013 -0.83333333333333315 0.78500000000000025 1.7000000000000004 1.5000000000000002 0.53500000000000014 3.1000000000000005 0.50000000000000022 0.77500000000000036 0.8500000000000002 3.3000000000000003 1.5150000000000008 5.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 16 13 17 8 9 -2 11 -8 -12 -3 -15 -16 -1 -7 -9 20 21 -20 -22 24 -21 -25 right_child=7 5 3 -5 -6 6 10 18 -10 -11 12 -13 -14 14 15 -17 -18 -19 19 23 22 -23 -24 25 -26 -27 leaf_value=-0.0066596854134822712 0.0023767354986589839 0.0059232281332126206 0.033222241874966384 0.0051748889429139508 -0.021241109099426628 -0.023521419261947955 -0.0058529268426754768 -0.0075904289212951025 -0.0058455502814640601 0.029018003942762528 0.00064438331501682133 0.038316959205786406 -0.0052222907130984519 0.0055721298334900369 -0.0038315452646617673 -0.022208826905703364 0.011570476107196588 -0.0010210912647116326 0.022483913026279542 -0.00066689105186247945 -0.020258781252800066 0.00014897365274511469 -0.0043788318058790672 4.32363952601414e-05 0.011641515467719542 -0.0093257422412931206 leaf_weight=8.0632667765021342 7.0050066504627475 4.8028870355337885 7.1080871969461423 7.7783526182174683 5.2965936809778205 5.2254727482795698 9.7434555143117887 9.8088018298149091 7.2957029305398455 6.8438658714294442 140.76164653804153 4.9395507937297216 50.185172397643328 4.8693197518587175 5.6156927794218054 12.529049083590506 6.6094780564308158 3.5729162134230137 7.6786632537841788 145.24399203434587 7.1492244452238074 268.04968249425292 111.48765216395259 6839.9896284127608 36.021099872887135 8.8803081437945348 leaf_count=35 27 23 21 26 21 35 41 29 33 25 664 21 237 17 26 50 22 17 22 563 24 1064 466 23349 125 34 internal_value=-1.30815e-06 -0.000805544 0.00535547 0.0185671 -0.00449337 -0.00169203 -0.00077273 2.85833e-05 0.00816271 0.0155424 -0.000190324 0.00900639 -0.000897512 -0.0087785 -0.0118467 -0.0165212 0.00155226 -0.0143843 5.44836e-06 1.54836e-05 -0.00106612 0.000770972 -0.00533578 7.61578e-05 0.00177904 3.10885e-05 internal_weight=7732.55 277.101 34.8558 14.8864 19.9693 242.245 214.428 7455.45 21.1446 13.8489 205.63 14.683 190.947 27.8169 23.0141 18.1447 14.6727 8.79839 7434.31 7424.5 394.365 275.728 118.637 7030.14 181.265 6848.87 internal_count=27017 1256 125 47 78 1131 1015 25761 85 52 963 62 901 116 93 76 57 52 25676 25647 1576 1086 490 24071 688 23383 is_linear=0 shrinkage=0.03 Tree=1608 num_leaves=31 num_cat=0 split_feature=11 4 2 8 4 2 5 11 5 2 5 5 10 13 5 3 2 6 5 5 10 3 3 8 5 6 8 10 5 3 split_gain=0.212742 1.43936 1.63127 5.53478 2.60104 2.51594 2.21188 4.44228 5.51493 4.02359 4.21134 2.04998 1.92779 1.74988 0.516137 0.388358 1.83472 1.06268 1.10982 0.441292 1.87266 1.8293 2.68999 2.21264 0.990982 5.25856 3.48624 0.754255 0.729267 0.140182 threshold=-1.4999999999999996 0.75500000000000023 1.1000000000000003 5.7000000000000002 1.3250000000000008 0.70000000000000007 1.6900000000000006 -1.8333333333333328 1.9100000000000006 2.7000000000000006 1.3350000000000006 1.7700000000000007 -0.49999999999999994 3.1000000000000005 1.5650000000000006 3.7000000000000006 0.70000000000000007 1.5000000000000002 2.6750000000000012 2.1250000000000009 -2.1666666666666656 1.3 1.5000000000000002 5.5000000000000009 2.0850000000000013 0.70000000000000007 4.3000000000000016 -3.1666666666666661 2.0750000000000011 3.9000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 12 -6 9 8 -8 10 -4 -9 -3 14 -5 19 -17 18 -18 24 -21 23 -23 -22 27 -26 -27 -2 -29 -19 right_child=15 2 6 13 5 -7 7 11 -10 -11 -12 -13 -14 -15 -16 16 17 29 -20 20 21 22 -24 -25 25 26 -28 28 -30 -31 leaf_value=0.015721037584214659 -0.0099749193383834242 0.0050125042656428186 -0.00046986081885258123 -0.027585675790902198 0.023539639840431767 0.0033464755550466747 -0.019168602805908947 0.019280529373536248 0.00099692974319265555 -0.018094367526757235 0.0094383058987617154 0.0021598607620438395 -0.005275749972332453 -0.0053994646720587547 -0.01608435868855957 0.018249471648836196 0.0047190742566691115 -0.025111581979073993 -0.016773775187636213 0.014037099976347838 -0.015546846695882948 0.010457034868136509 0.00045668569306010976 0.0025218959556188932 0.015485197419593678 -0.019917832922268335 -0.0027360422718935786 -5.0039591100166006e-05 0.0059600942285040837 -0.014765419443079441 leaf_weight=5.6422462314367285 6.8783086314797393 22.849356040358543 70.06656876206398 7.4060844182968157 7.0172012969851485 26.614496873691678 22.016120120882988 7.583708941936492 27.391596909612417 7.1050382331013671 85.989923179149628 37.021391104906797 57.996852520853281 9.3651456832885724 6.6781672202050686 2.6639486253261593 5.9953853189945203 2.6093249283730975 3.3819680195301771 9.5413529425859434 13.438173368573191 25.789959833025932 394.71713258884847 11.169234424829481 10.46358662098646 15.161986991763113 35.543825894594193 7931.4900078140199 18.211978182196617 2.1496040821075439 leaf_count=18 22 78 205 21 22 85 73 22 108 25 250 130 196 28 27 19 34 18 26 32 46 82 1575 33 34 68 134 23511 67 28 internal_value=3.01863e-07 0.00067576 0.000460906 -0.00217129 0.000548602 0.00755975 0.0018726 -0.00179265 -0.00798885 0.0039845 0.00498972 0.0050707 -0.00236801 -0.0154496 -0.0221322 -3.1584e-05 -0.00458828 -0.008892 -0.00303238 -2.25484e-05 0.000886665 0.000604776 0.00107001 -0.00734549 -7.41064e-05 -0.00387796 -0.00787372 -4.48627e-05 -3.6271e-05 -0.0204382 internal_weight=8889.95 400.744 395.102 137.927 114.478 33.6317 257.174 94.0128 49.4077 163.162 156.056 44.6051 80.8462 23.4494 14.0843 8489.21 16.8002 14.1363 9.37735 8472.41 454.656 445.115 420.507 24.6074 8017.75 61.1694 50.7058 7956.58 7949.7 4.75893 internal_count=27017 1288 1270 457 381 107 813 333 181 480 455 152 274 76 48 25729 125 106 60 25604 1768 1736 1657 79 23836 236 202 23600 23578 46 is_linear=0 shrinkage=0.03 Tree=1609 num_leaves=27 num_cat=0 split_feature=2 5 9 5 7 4 6 9 4 8 11 5 8 5 10 4 11 8 7 0 2 4 4 2 4 2 split_gain=0.199879 1.40196 1.69944 1.56973 1.99892 1.15523 2.12665 1.80121 1.75182 2.16899 1.03138 0.959004 0.258606 1.26043 1.63618 2.7055 2.02571 0.58361 4.15428 3.99935 0.335093 1.3754 2.85869 0.89302 2.57449 0.63749 threshold=0.3000000000000001 1.1150000000000009 4.5000000000000009 1.9750000000000003 1.1000000000000003 1.0250000000000006 0.90000000000000013 5.7000000000000002 0.8500000000000002 4.1000000000000005 0.33333333333333326 1.2750000000000006 8.7000000000000011 2.4450000000000007 -1.8333333333333328 1.4650000000000005 -0.83333333333333315 8.5000000000000018 1.1000000000000003 350.00000000000006 3.3000000000000003 1.8600000000000005 2.0750000000000006 3.1000000000000005 1.9250000000000003 2.9000000000000004 decision_type=2 2 2 2 2 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 5 -5 8 -7 -8 9 -3 -1 -10 17 14 -14 -16 -17 20 -19 -20 23 -22 -23 25 -25 -2 right_child=12 3 -4 4 -6 6 7 -9 11 -11 -12 -13 13 -15 15 16 -18 18 19 -21 21 22 -24 24 -26 -27 leaf_value=0.0045049636068085451 -3.7678887660836851e-05 -0.0017608704015380338 -0.020410588190971284 -0.019547625212534774 0.007103685598615633 -0.0066745013534127854 0.0132368017640591 0.0010613024371272401 0.0058398803723817283 0.017779744848003074 -0.011139717455332813 -0.0078620572934936274 0.012258157295679707 0.014438330909817937 0.019714272835464283 -0.021707729339788887 -0.0043103796106329475 -0.014470006519313064 0.040097952114125583 0.0029226645244673681 0.020076549749401217 -0.01945539476774668 0.0043262519910210948 -0.02396433262012761 -0.00092589388309892494 0.0032569488652841464 leaf_weight=10.68791045248509 7058.4911234993488 11.866469442844393 5.4113722369074813 6.1813356950879079 4.2910599634051323 9.3400573730468732 31.207257136702538 16.83433373272419 5.8629358112812069 8.9821090549230558 5.8784748017787924 21.295681789517403 5.4068637564778319 3.8631586283445349 3.6089366376399985 7.3054665420204392 34.327728394418955 6.1074684262275722 4.055286690592764 7.2801515012979507 3.7211163341999045 5.3016146272420874 32.049635238014162 5.4127637743949917 22.561276376247406 53.255903281271458 leaf_count=38 25498 41 22 36 18 32 99 57 19 30 23 70 29 18 12 46 204 35 16 38 14 26 213 29 116 238 internal_value=7.26068e-07 0.00113243 -0.0058143 0.00245015 -0.00862726 0.0035509 0.00642384 0.00897036 0.000116967 0.00665773 -0.00104645 -0.00490412 -2.0782e-05 -0.0020793 -0.00333916 -0.00520318 -0.00736313 -5.19279e-06 0.00547564 0.0162222 -1.85063e-05 0.00268348 0.000950699 -3.40499e-05 -0.00538366 -1.30073e-05 internal_weight=7390.59 137.839 21.9778 115.861 10.4724 105.389 57.3816 48.0416 48.0072 20.8486 16.5664 27.1586 7252.75 54.5122 50.649 45.2421 41.6332 7198.24 17.4429 11.3354 7180.79 41.0724 37.3512 7139.72 27.974 7111.75 internal_count=27017 485 83 402 54 348 188 156 160 71 61 89 26532 309 291 262 250 26223 89 54 26134 253 239 25881 145 25736 is_linear=0 shrinkage=0.03 Tree=1610 num_leaves=30 num_cat=0 split_feature=9 11 5 11 9 4 4 7 13 8 4 13 6 12 2 4 13 10 4 9 10 10 5 0 11 11 5 3 3 split_gain=0.203356 1.45839 1.62896 1.20983 1.52306 1.96188 1.30405 1.24954 4.64307 2.07747 1.04307 2.03619 2.25931 1.41849 1.28227 3.50553 2.48344 1.64751 1.22456 3.77928 0.473231 0.622722 0.399164 2.09544 4.26479 2.04154 1.833 3.62992 1.13859 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.83333333333333337 8.3000000000000025 1.7950000000000006 1.6550000000000002 1.1000000000000003 2.9000000000000008 4.5000000000000009 1.1550000000000007 3.3000000000000007 0.90000000000000013 1.9000000000000001 0.90000000000000013 1.2950000000000006 3.3000000000000007 1.0000000180025095e-35 1.2850000000000008 8.7000000000000011 3.1666666666666674 2.8333333333333344 2.0450000000000008 200.00000000000003 -0.33333333333333331 -0.83333333333333315 2.0250000000000008 1.5000000000000002 2.9000000000000004 decision_type=2 2 2 2 2 2 2 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 10 -3 7 6 -6 -5 9 -9 -4 11 12 -2 -14 18 17 -17 -16 -12 -20 21 22 26 24 -24 -25 28 -28 -1 right_child=1 2 3 4 5 -7 -8 8 -10 -11 14 -13 13 -15 15 16 -18 -19 19 -21 -22 -23 23 25 -26 -27 27 -29 -30 leaf_value=-4.3200963841351112e-05 -0.0086938332617897268 -0.0079245179550053429 0.014768898129252703 0.011458639806208634 -0.006257288240712716 0.0080824766116851382 -0.003977803584063422 0.025523041471365252 -0.0037710315806769703 -0.0025766493183620874 0.014377217897992157 -0.011754524193921253 -0.00054973317881790564 0.014663474230444506 -0.023875408235761772 -0.0031172460933716621 0.010319098165718802 -0.0057591375817345088 -0.009587662021704732 0.017726528771305448 0.0085719267079155878 -0.0093636016981961563 -0.016797332832653028 0.0032780404896537736 0.00023075838791697224 -0.0010786957523323286 -0.0081482131797886038 0.0098053440371621715 0.0042155521371440774 leaf_weight=6624.8747479408048 7.1320908069610587 10.671990618109701 9.7993459701538104 18.964084520936016 28.220701523125172 12.342180687934158 6.6534673497080794 12.015068277716638 8.1880495920777303 16.987210191786289 7.2483365982770946 6.7142523378133765 7.7382377982139614 19.208144649863243 9.8117120265960711 89.21016538888216 14.375350281596182 8.3735170513391477 13.006119176745417 7.0196789875626555 5.7480030655860892 6.4406751543283454 21.437801912426949 120.47724855691195 34.606909096240997 492.55916664563119 13.357918255031107 42.012197867035866 56.985339060425758 leaf_count=23503 22 38 33 59 86 41 23 37 26 55 23 20 23 60 30 303 46 26 40 23 31 32 66 390 103 1541 43 123 171 internal_value=-1.04105e-06 0.000747152 0.00327979 0.00433636 0.00172267 -0.00189409 0.00744944 0.00801749 0.0136506 0.00376889 -0.000905031 0.0033456 0.00632068 0.0102947 -0.0020684 -0.00338531 -0.00125258 -0.0155336 0.0038112 -1.31697e-05 -3.26772e-05 -3.93494e-05 -3.12409e-05 -0.000730112 -0.0062827 -0.000222486 3.81647e-05 0.00547409 -6.88076e-06 internal_weight=7732.18 313.68 123.842 113.17 66.1804 40.5629 25.6176 46.9897 20.2031 26.7866 189.838 40.7927 34.0785 26.9464 149.045 121.771 103.586 18.1852 27.2741 20.0258 7418.5 7412.75 7406.31 669.081 56.0447 613.036 6737.23 55.3701 6681.86 internal_count=27017 1014 398 360 209 127 82 151 63 88 616 125 105 83 491 405 349 56 86 63 26003 25972 25940 2100 169 1931 23840 166 23674 is_linear=0 shrinkage=0.03 Tree=1611 num_leaves=31 num_cat=0 split_feature=11 3 0 3 7 5 4 3 13 5 6 3 6 2 4 5 5 2 9 9 13 9 9 3 8 9 8 2 8 11 split_gain=0.204604 1.43146 2.71228 4.48436 2.87863 2.01452 3.38476 2.00696 2.33118 2.28945 2.82235 4.52329 2.10739 2.74993 1.87811 1.84136 1.68746 1.60796 0.588667 0.374811 1.20444 1.16922 0.498309 3.66222 1.35454 0.615563 2.30155 1.63471 0.523869 2.59589 threshold=-1.4999999999999996 1.3 575.00000000000011 1.1000000000000003 0.90000000000000013 1.3450000000000006 1.1050000000000006 2.1000000000000005 4.1000000000000005 1.4450000000000007 0.70000000000000007 2.7000000000000006 1.1000000000000003 2.1000000000000005 2.0650000000000008 1.2950000000000006 1.2250000000000008 1.5000000000000002 4.9000000000000012 9.9000000000000021 2.5000000000000004 10.300000000000002 9.3000000000000025 2.3000000000000003 4.3000000000000016 8.9000000000000021 4.1000000000000005 1.7000000000000004 4.1000000000000005 -0.83333333333333315 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 15 17 16 -7 8 12 -9 -11 -12 14 -14 -3 -4 -6 18 -1 22 -21 -22 25 24 -24 28 -27 -28 29 -2 right_child=19 7 3 -5 5 6 -8 9 -10 10 11 -13 13 -15 -16 -17 -18 -19 -20 20 21 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=0.0085336580645081362 -0.0029899430435662367 -0.0078722267108623564 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6.5089670717716217 8.2086151149123925 4.8591907992959005 4.6879563890397549 5.4955747127532986 5.54077249392867 9.034206308424471 5.8848639056086567 8.597189314663412 8.7737549617886526 6025.7842508088797 2098.902563912794 leaf_count=20 935 164 19 28 102 20 114 16 37 29 140 81 333 35 23 28 47 32 20 38 20 21 20 26 33 25 39 31 18147 6394 internal_value=1.80841e-07 0.00066271 0.00304093 -0.00649313 0.00480409 0.00709888 0.0116582 -0.00068952 -0.00228043 0.00375603 0.00216323 -0.000414228 -0.00142533 0.000934183 -0.00597925 -0.0165638 0.00304566 -0.00440829 0.0025048 -3.10856e-05 -0.00438523 -0.0116303 -2.1959e-05 0.00469949 0.012613 -3.31722e-05 -0.00490726 -0.0104004 -1.97224e-05 -0.000394354 internal_weight=8889.41 400.607 145.214 22.6635 122.55 98.111 46.173 255.394 188.084 67.3092 62.1579 53.4662 176.514 116.271 60.2432 14.4399 51.938 24.4393 13.5242 8488.8 17.7558 9.54715 8471.04 20.0706 14.5298 8450.97 23.2558 17.3709 8427.72 2401.93 internal_count=27017 1288 430 75 355 283 134 858 592 266 250 221 555 368 187 47 149 72 40 25729 79 41 25650 79 53 25571 95 70 25476 7329 is_linear=0 shrinkage=0.03 Tree=1612 num_leaves=20 num_cat=0 split_feature=4 13 13 4 3 8 9 11 10 5 0 5 11 5 13 3 5 9 5 split_gain=0.198491 1.53908 3.00181 2.50385 1.77275 3.23085 1.8555 1.29192 0.901661 0.334825 1.62706 0.375799 1.23774 0.334629 2.87503 2.67068 0.722065 1.61551 0.897407 threshold=0.79500000000000026 4.5000000000000009 3.9000000000000008 0.78500000000000036 1.1000000000000003 3.9000000000000004 5.3000000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 0.62500000000000033 475.00000000000006 0.67500000000000016 -0.33333333333333331 0.74500000000000033 2.5000000000000004 0.50000000000000011 0.79500000000000004 3.1000000000000005 0.88500000000000023 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 -6 -4 -5 10 -2 12 -11 14 -13 -16 17 -15 -18 right_child=9 -3 7 8 6 -7 -8 -9 -10 11 -12 13 -14 16 15 -17 18 -19 -20 leaf_value=0.0003425045803280097 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0.0138839 -2.1349e-05 -0.00447619 -1.201e-05 0.00530581 -2.08093e-05 -0.00320813 -0.00940023 -7.71504e-06 0.00354642 -3.31579e-05 internal_weight=7390.23 147.091 136.053 123.34 109.925 41.386 68.5387 12.7133 13.4152 7243.14 15.1526 7227.99 11.9402 7216.05 29.5239 20.5386 7186.53 51.0803 7135.45 internal_count=27017 531 496 449 406 155 251 47 43 26486 73 26413 45 26368 126 94 26242 187 26055 is_linear=0 shrinkage=0.03 Tree=1613 num_leaves=31 num_cat=0 split_feature=0 7 12 6 5 10 0 6 5 4 10 5 7 8 5 4 5 11 5 2 4 11 4 10 4 9 2 5 0 4 split_gain=0.206979 3.2061 3.26554 3.84146 3.56812 5.04365 4.67629 3.66286 3.58475 3.55586 2.64318 6.12682 6.85678 2.46619 5.18649 3.70045 3.11723 2.20998 2.01531 1.90931 3.56158 1.75536 1.67852 1.39707 2.32563 1.29587 1.25223 3.22736 4.07226 4.02864 threshold=350.00000000000006 1.3 1.9000000000000001 2.7000000000000006 1.5050000000000006 -1.1666666666666663 200.00000000000003 0.3000000000000001 2.2750000000000008 1.0950000000000009 1.8333333333333339 1.6400000000000006 1.7000000000000004 6.3000000000000016 1.0950000000000004 1.3950000000000007 1.7950000000000002 -1.4999999999999996 0.8450000000000002 0.70000000000000007 1.4350000000000007 0.33333333333333326 1.4850000000000005 -2.8333333333333326 1.7650000000000006 4.9000000000000012 0.90000000000000013 2.1450000000000009 525.00000000000011 1.2550000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 17 7 8 -7 -4 -6 -9 13 12 22 19 15 -15 -16 -1 -19 20 -3 -21 -12 24 -2 -14 27 -25 29 -29 right_child=23 10 4 -5 5 6 -8 9 -10 -11 11 -13 25 14 16 -17 -18 18 -20 21 -22 -23 -24 26 -26 -27 -28 28 -30 -31 leaf_value=0.011901729083161786 0.025994210748928284 -0.0019989715241622743 -0.018075385970957331 0.016394714724402563 -0.009892492889881508 -0.0010549528835659379 0.0041969989100504417 0.0099847042902153019 0.012499196958820399 0.0029677028623111491 0.020748060799595788 -0.015909135401020649 -0.010907269507753403 0.019660667300639038 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229 25 1483 21 28 29 44 476 99 115 41 788 1934 61 1086 21 4224 37 23 13270 98 149 65 internal_value=-9.7932e-07 0.000209669 0.0011531 -0.00173466 0.0018411 0.000426176 0.00126819 0.0037409 -0.00744733 0.00403721 -0.000914462 0.0078255 0.0154727 -0.0011337 -0.0044206 0.00654639 -0.00684375 -0.00240469 -0.0029112 -0.00057613 -0.003353 2.14969e-05 0.0313142 -0.000115359 0.0102628 -0.00148128 -0.000139538 0.000598881 -0.00460252 -0.010245 internal_weight=7731.49 2720.77 1479.27 284.621 1194.65 684.703 618.553 509.951 66.1495 503.117 1241.49 30.3802 22.977 1211.11 175.65 31.7865 143.863 274.477 265.091 1035.46 183.381 852.08 11.8783 5010.72 11.6467 11.0988 4999.07 1462.31 100.018 53.5189 internal_count=27017 9159 4711 885 3826 2082 1874 1744 208 1712 4448 122 94 4326 734 143 591 857 829 3592 572 3020 42 17858 52 52 17806 4536 312 163 is_linear=0 shrinkage=0.03 Tree=1614 num_leaves=26 num_cat=0 split_feature=4 4 12 8 3 8 7 11 10 8 9 12 9 9 7 9 9 4 8 12 5 8 5 9 5 split_gain=0.203784 0.514611 0.225121 1.99585 1.76873 2.48984 2.68233 1.83028 2.63304 1.49795 0.882575 0.434583 1.31855 2.8889 2.01837 2.00454 1.66569 1.48916 1.18727 0.628557 2.2406 1.45535 0.874608 2.25249 0.89356 threshold=2.975000000000001 3.0750000000000006 5.3000000000000016 7.3000000000000016 3.1000000000000005 6.5000000000000009 0.70000000000000007 0.33333333333333326 1.0000000180025095e-35 5.9000000000000012 5.9000000000000012 4.9000000000000012 6.3000000000000016 4.7000000000000002 0.90000000000000013 4.1000000000000005 7.5000000000000009 1.9100000000000006 6.1000000000000005 4.700000000000002 2.765000000000001 6.3000000000000016 2.8050000000000006 8.1000000000000014 2.6850000000000009 decision_type=2 2 2 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 11 4 5 6 -4 8 -6 -9 -5 19 13 15 -15 -13 18 -18 -14 22 21 -21 24 -24 -1 right_child=1 -3 3 10 7 -7 -8 9 -10 -11 -12 12 16 14 -16 -17 17 -19 -20 20 -22 -23 23 -25 -26 leaf_value=-1.2996975767217625e-05 -0.0096902280322203431 0.0021248447736670062 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13.794716343283651 leaf_count=25937 24 27 28 24 30 25 87 48 28 17 20 35 45 46 79 32 26 24 19 188 20 68 44 32 64 internal_value=-2.56338e-07 -0.00371474 5.2986e-06 0.00174238 -0.000503367 0.00335233 0.00675872 -0.00785775 0.00120092 -0.0172755 0.0137447 -7.84317e-06 -0.0022482 0.000527809 0.00619561 -0.00839006 -0.00778252 0.00111495 -0.0143125 1.1976e-05 0.00269692 0.00135087 -1.21544e-05 -0.00802224 -7.98645e-07 internal_weight=8888.62 13.2729 8875.35 66.6417 56.1378 36.8292 30.9305 19.3085 9.84188 9.46665 10.5039 8808.7 77.242 51.4398 31.451 19.9889 25.8022 10.9213 14.8809 8731.46 77.7732 72.6935 8653.69 12.2509 8641.44 internal_count=27017 51 26966 307 263 140 115 123 58 65 44 26659 306 192 125 67 114 50 64 26353 276 256 26077 76 26001 is_linear=0 shrinkage=0.03 Tree=1615 num_leaves=28 num_cat=0 split_feature=8 13 4 4 4 5 9 4 5 5 5 9 4 10 9 5 4 7 9 7 5 10 12 3 2 5 4 split_gain=0.201175 1.37957 1.82117 1.70353 2.31064 1.32643 1.30578 2.19479 2.02253 5.378 2.35312 3.29049 1.86684 1.5565 0.356745 0.349073 1.48601 1.37884 0.45454 3.11215 1.95442 1.56077 0.297637 1.94089 1.56755 0.176679 0.151732 threshold=2.5000000000000004 3.7000000000000006 1.2450000000000008 1.0750000000000008 0.87000000000000033 1.1550000000000007 6.7000000000000002 1.0150000000000006 1.5850000000000006 1.5050000000000006 1.6900000000000006 5.1000000000000005 1.195000000000001 0.50000000000000022 10.500000000000002 0.62500000000000033 1.5450000000000006 1.7000000000000004 1.9000000000000001 1.5000000000000002 1.0950000000000004 0.33333333333333326 2.5000000000000004 1.9000000000000001 0.3000000000000001 1.3650000000000007 1.2150000000000005 decision_type=2 2 2 2 2 2 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 5 -3 8 -8 9 13 26 -12 -9 -1 15 16 17 -2 19 21 -21 -17 23 -20 -24 -6 -10 right_child=14 2 -4 -5 25 -7 7 12 10 -11 11 -13 -14 -15 -16 18 -18 -19 22 20 -22 -23 24 -25 -26 -27 -28 leaf_value=-0.0061604542067933395 -0.0018409180229698881 0.0093492420233442387 0.016616819641326955 -0.010472984130594746 0.010034792113276486 -0.010720802041983139 0.017463830560504719 -0.015188240227828328 -0.02573908557014605 0.018997347376747551 0.0070743166412549213 -0.014607979394028235 0.0086684866912537465 0.0032067776336287628 0.0064725603091729377 0.023107040051516814 0.0085336143594918982 -0.024430000678800731 0.00029858604750420076 -0.018272304953115891 0.0057362991223679442 0.0026533475798396666 0.012242007117978867 -0.0068647664219007717 -0.00019378343475396617 0.016904308715135149 -0.018179150124612929 leaf_weight=61.090719312429428 5.8212478086352331 4.3950048089027431 8.0353340655565244 9.0111557915806753 6.934036970138548 9.1001369282603246 7.6125900819897678 5.8718580380082113 5.1567725092172605 10.586332291364668 11.492580108344557 13.940205089747904 5.9368207901716232 21.613303735852242 7.7198048681020728 7.45992559194565 5.1689137052744618 4.1770622730255127 3270.9379958026111 6.4764355570077878 5.7705882042646408 6.1058770418167114 9.1443273611366731 34.399604484438896 3834.931723988615 6.5548870116472244 4.452327124774456 leaf_count=238 24 17 30 37 21 33 30 27 21 36 45 64 24 80 28 22 28 21 11358 25 20 20 36 132 14560 20 20 internal_value=1.39686e-06 -0.000957545 0.00370344 0.000820747 0.00459222 -0.00418453 -0.00234652 0.00490313 -0.00344365 -0.00113544 -0.0095887 -0.00481017 -0.00319426 -0.00371249 2.69466e-05 2.00264e-05 -0.00452638 -0.0112781 2.96367e-05 0.00400344 -0.00695986 0.013901 1.52893e-05 0.000224035 -0.000164201 0.013373 -0.0222362 internal_weight=7389.9 191.784 44.0306 35.9952 26.9841 13.4951 147.754 19.4213 128.332 93.2904 35.0419 25.4328 11.8087 82.704 7198.11 7190.39 15.1672 9.99831 7175.23 25.8128 12.247 13.5658 7149.41 3305.34 3844.08 13.4889 9.6091 internal_count=27017 743 158 128 91 50 585 81 504 354 150 109 51 318 26274 26246 73 45 26173 87 45 42 26086 11490 14596 41 41 is_linear=0 shrinkage=0.03 Tree=1616 num_leaves=31 num_cat=0 split_feature=13 6 5 5 5 8 5 10 10 10 8 7 4 7 8 9 5 5 2 10 4 5 0 4 4 11 11 5 7 2 split_gain=0.207905 1.42015 2.65227 1.47071 4.44065 3.90059 2.84229 1.62743 3.40777 1.4655 1.88441 3.06265 2.49389 1.96116 2.45945 2.22609 1.41444 2.53305 5.1914 2.22381 1.95806 2.01509 1.23836 0.800681 2.40236 3.70452 3.13958 3.23269 2.71265 2.56331 threshold=2.3000000000000007 1.5000000000000002 2.3950000000000009 1.1550000000000007 1.2950000000000006 5.1000000000000005 1.3750000000000007 -0.33333333333333331 0.33333333333333326 -1.0000000180025095e-35 4.1000000000000005 1.5000000000000002 1.7750000000000004 0.3000000000000001 4.3000000000000016 5.5000000000000009 1.8450000000000004 1.7800000000000005 1.1000000000000003 -0.33333333333333331 0.89000000000000024 1.8600000000000005 350.00000000000006 1.5450000000000006 1.6000000000000008 0.50000000000000022 -1.1666666666666663 1.5250000000000006 1.5000000000000002 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 7 5 -5 -6 -3 -9 16 11 12 -11 15 -15 -12 17 19 -19 -1 -18 -22 -13 -2 25 26 29 -28 -27 -25 right_child=23 2 -4 4 6 -7 -8 8 -10 10 13 22 -14 14 -16 -17 20 18 -20 -21 21 -23 -24 24 -26 28 27 -29 -30 -31 leaf_value=0.00043642565780352481 0.00034381818318159578 -0.025997680952295252 0.012395703504508578 -0.0044842707191695506 -0.019252940161052296 0.025600235725776879 -0.0032377149469423189 0.009357942040501591 -0.022285392603688805 -0.0024737701315624252 0.00041055099359724824 -0.0023425163711631022 0.0096966861583361787 0.0048364999176046114 -0.00075730580415297847 0.014875241552365592 -0.016351809866712815 0.020205872798675632 -0.0014035865023008594 0.0054869531853462073 -0.013431408278911521 -8.890023134953803e-05 -0.020446253839968346 0.0037933040989613065 7.4814002826546606e-05 -0.0030232857137791032 -0.0027061968861391865 0.0060104673974516508 -0.014129863318314284 -0.01575113875071853 leaf_weight=636.36634425073862 3714.4330887421966 5.2174195647239712 9.7123460173606855 6.9501805007457724 10.87358248233795 8.7768166512250883 120.47457299381495 6.3136941194534284 5.9491672366857529 335.82297049462795 22.401255033910275 4.8011336550116566 15.869354020804165 77.502107556909323 810.77704891748726 16.724739447236061 7.3638580441474906 18.956989139318466 21.189140141010284 89.498268283903599 10.639698669314383 239.61405050382018 11.657329782843588 8.6338270157575625 1257.1764428028837 40.124105259776115 92.465630706399679 65.357611611485481 39.055751256644726 20.098595023155212 leaf_count=2396 11846 21 43 22 34 29 361 23 22 1055 74 18 65 258 3122 53 21 54 73 319 35 763 50 28 5315 128 359 203 154 73 internal_value=-1.04052e-06 -0.000226515 -0.00283836 -0.0037375 -0.00275974 0.0123051 -0.00456353 -0.0119642 -0.00599341 -3.0256e-05 -0.000700587 -0.00251653 -0.0019246 2.02869e-05 -0.000269248 0.00659361 0.000818149 0.00146486 0.00880039 0.00105915 -0.00110482 -0.000656166 -0.0151652 0.000106306 -0.000472995 -0.00306464 -0.000757015 0.00090354 -0.00850165 -0.00987821 internal_weight=7730.8 2493.45 174.268 164.555 147.075 15.727 131.348 17.4803 12.2629 2319.18 1295.56 368.151 351.692 927.405 888.279 39.126 1023.63 766.011 40.1461 725.865 257.618 250.254 16.4585 5237.35 1522.91 265.736 186.556 157.823 79.1799 28.7324 internal_count=27017 8911 555 512 446 51 395 66 45 8356 4695 1188 1120 3507 3380 127 3661 2842 127 2715 819 798 68 18106 6260 945 663 562 282 101 is_linear=0 shrinkage=0.03 Tree=1617 num_leaves=31 num_cat=0 split_feature=4 4 11 8 2 12 11 13 5 6 0 0 6 9 3 5 10 4 5 11 9 5 4 4 9 13 8 10 10 10 split_gain=0.201399 1.69155 3.40395 3.50179 4.95012 3.31398 4.06945 3.3529 3.19115 1.94 2.57126 2.54825 2.38333 2.64043 1.37646 1.15623 1.54686 1.02511 2.49629 2.06384 1.96943 1.84246 1.24689 2.54673 4.72331 3.56305 3.19092 2.49227 1.70771 1.28159 threshold=1.8200000000000003 1.8850000000000005 1.8333333333333337 5.5000000000000009 2.3000000000000003 3.7000000000000006 0.33333333333333326 1.9000000000000001 1.0050000000000006 2.3000000000000003 525.00000000000011 475.00000000000006 2.1000000000000005 4.1000000000000005 1.1000000000000003 0.76500000000000024 -3.1666666666666661 1.7750000000000004 0.9650000000000003 -1.4999999999999996 2.7000000000000006 1.3450000000000006 1.7400000000000007 1.7550000000000003 3.5000000000000004 3.3000000000000007 5.1000000000000005 0.50000000000000022 0.33333333333333326 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 3 5 8 6 -2 -7 -5 12 11 -11 15 -14 -15 -3 -17 22 -19 -20 -21 -22 -1 25 28 27 -26 -24 -25 -27 right_child=1 9 -4 4 -6 7 -8 -9 -10 10 -12 -13 13 14 -16 16 -18 18 19 20 21 -23 23 24 26 29 -28 -29 -30 -31 leaf_value=6.0199514682616368e-05 -0.0052102068904576106 0.01081663021243756 0.017702229341320382 -0.013542494054515188 -0.01515425279216852 -0.014688947596219868 -0.018456477864994207 0.0072400207697830713 0.0044191040917059624 0.012218318698173426 0.022129430353147815 -0.008651648583496525 0.0082207804137425632 -0.003129123033397776 -0.019173583289822421 -0.016199902394686015 0.00016921973373066056 0.016963014153342011 0.015827795638411007 -0.01418861427368125 0.0054330463940432351 -0.00050587030404585301 0.0011593054911089792 0.0068208992650191126 -0.0092695255224345737 -0.029400064366803896 0.0020957174271877782 -0.013272709327116021 0.026709788383375222 -0.011785702027253764 leaf_weight=7012.9153403677046 68.547133818268776 9.1229047998785955 7.3015078455209723 9.7799348980188352 15.813245758414267 8.3927141726016981 30.012404412031174 24.87133090570569 99.197861010208726 11.046815529465679 8.1271019950509054 10.061250802129507 6.3961413055658367 7.2784268707036999 14.203110493719576 5.2199009656906119 1119.5114775076509 9.6021770983934385 8.5509136766195279 7.6106598228216162 68.119396567344666 151.74038546532393 34.2672980427742 8.9614497646689397 36.12314485013485 7.0277615636587125 57.820979405194521 15.704735621809958 6.859407812356948 7.8925988078117371 leaf_count=21018 200 42 22 30 50 25 87 80 302 34 27 32 19 22 44 18 3706 34 28 22 207 452 104 28 106 21 169 46 20 22 internal_value=-2.09438e-07 -0.000322999 -0.00249603 -0.00307074 0.000531152 -0.00648047 -0.00924383 0.00170721 0.00280719 0.000158541 0.00779114 0.00227056 -3.35342e-05 -0.00869937 -0.0137374 0.00017953 9.32503e-05 6.29694e-05 0.00196876 0.00135874 0.000814832 0.00133419 -2.15789e-06 -0.00250596 0.00027942 -0.0072174 -0.00227442 -0.00337625 0.0154441 -0.0200824 internal_weight=8888.08 1454.88 263.916 256.615 124.791 131.824 98.5595 33.264 108.978 1190.97 29.2352 21.1081 1161.73 27.8777 21.4815 1133.85 1124.73 7433.2 245.624 236.021 227.47 219.86 7187.57 174.657 109.765 64.8924 93.9441 49.972 15.8209 14.9204 internal_count=27017 4740 796 774 382 392 287 105 332 3944 93 66 3851 85 66 3766 3724 22277 743 709 681 659 21534 516 323 193 275 150 48 43 is_linear=0 shrinkage=0.03 Tree=1618 num_leaves=31 num_cat=0 split_feature=6 10 9 9 8 2 3 4 3 3 11 11 5 0 0 4 11 12 4 6 12 12 10 4 2 5 0 8 6 13 split_gain=0.198757 1.44336 2.59433 2.68379 3.4753 3.21339 2.31778 2.36275 1.05308 2.49343 6.10529 2.56419 2.80715 2.60154 2.49333 1.67702 2.98424 3.33746 2.43078 2.21739 3.00618 2.6748 0.905724 4.12441 3.42679 4.41737 3.32594 3.08322 5.5923 2.78302 threshold=1.7000000000000004 -1.1666666666666663 2.5000000000000004 3.7000000000000006 7.1000000000000005 1.7000000000000004 0.90000000000000013 1.5450000000000006 0.90000000000000013 0.70000000000000007 -1.4999999999999996 0.33333333333333326 0.87000000000000033 475.00000000000006 575.00000000000011 1.1750000000000005 -0.66666666666666663 1.5000000000000002 1.0350000000000008 2.7000000000000006 1.7000000000000004 2.7000000000000006 -1.1666666666666663 1.8550000000000004 1.5000000000000002 1.8850000000000005 475.00000000000006 3.5000000000000004 1.5000000000000002 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 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 -2 6 5 -5 -4 -8 9 11 -11 13 -13 -3 -12 16 17 -10 -18 20 -17 -21 23 24 27 26 -26 29 -29 -1 right_child=1 8 3 4 -6 -7 7 -9 15 10 14 12 -14 -15 -16 19 18 -19 -20 21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.013359260938242867 -0.017467684130874062 -0.0068520067961812172 -0.0049382889647279294 0.00049331745444066181 -0.017456466760922346 0.011197191099156832 0.020713364369612595 0.0018513685600626759 0.012481681171963721 0.032447447997953557 0.0039361375988887504 0.01880023571226801 0.0015158029350091418 0.00059576949255089114 -0.005573055339960109 0.010921104348808174 0.0018601148336422162 -0.0078838034396879024 -0.0033372465666396361 -0.010477604880370195 0.00038636473044547178 0.00054302573575339119 3.9410770309378699e-05 0.0033184924554750029 -0.0038423768298099666 0.0067949455631299248 -0.014004708709607443 0.0024329419317148764 -0.0096370607211326061 0.0024190171568547348 leaf_weight=30.045544780790806 5.6297000348567954 79.731654509902 6.7364204078912726 128.56107587367296 8.1770406775176507 31.408864393830299 18.733805328607563 8.7774755954742414 7.8234921693801871 6.3817342221736899 186.82027236372232 9.7088687568902952 65.566969864070415 89.696341551840305 28.617583233863115 25.059139877557755 173.90963972359896 97.468445226550102 151.57605856657028 36.797156564891338 897.81014621257782 42.96269752830267 4714.5283721303567 136.30175587907434 59.113292671740055 18.957549177110195 56.86938701197505 209.15493837743998 41.383176401257515 15.126003064215181 leaf_count=110 21 285 25 451 42 110 59 30 26 21 620 32 224 319 105 84 605 369 536 140 3187 162 17364 579 233 69 242 762 150 55 internal_value=1.46821e-06 0.000247745 0.00262016 0.00317891 0.00161983 0.00259494 0.0108335 0.0146954 -1.20115e-05 0.00122602 0.0035296 -0.000862136 0.0037451 -0.0029091 0.00267299 -0.000414946 -0.00198043 -0.00637059 -0.000560254 0.000257662 0.00067242 -0.00454133 -9.68263e-05 -0.00122972 -0.00266924 -0.00663078 -0.00882524 -0.000861475 0.000439253 -0.0080758 internal_weight=7389.43 2107.95 208.024 202.395 168.147 159.97 34.2477 27.5113 1899.93 466.523 221.82 244.704 75.2758 169.428 215.438 1433.41 430.778 105.292 325.486 1002.63 922.869 79.7599 5281.48 566.952 430.65 134.94 115.983 295.71 250.538 45.1715 internal_count=27017 7453 738 717 603 561 114 89 6715 1606 746 860 256 604 725 5109 1536 395 1141 3573 3271 302 19564 2200 1621 544 475 1077 912 165 is_linear=0 shrinkage=0.03 Tree=1619 num_leaves=11 num_cat=0 split_feature=5 12 0 12 11 12 2 4 8 4 split_gain=0.205601 0.330893 0.699139 0.276595 0.966294 0.480186 1.47395 0.298021 0.800762 0.48178 threshold=3.2350000000000008 6.3000000000000016 525.00000000000011 5.9000000000000012 0.33333333333333326 5.700000000000002 2.7000000000000006 2.7150000000000003 8.5000000000000018 2.6550000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 7 -7 9 -9 -1 right_child=-2 2 -4 4 -6 6 -8 8 -10 -11 leaf_value=-5.7624223739160253e-06 -0.005577094011193523 -0.0017075913600649631 0.013536580677737216 -0.012880776209205247 0.0065514455018523586 0.018894521179986853 -0.0041100357383306915 -0.0011812140812433153 -0.021223854529246411 0.0082390615451600983 leaf_weight=7674.6204229528084 5.9470147043466559 5.9570788964629156 4.9639779813587666 5.7486383616924268 3.8424708172678947 4.6694506108760816 5.4118790067732334 10.50571242161095 2.163520698901265 6.3839486110955468 leaf_count=26652 21 28 22 31 18 16 30 111 42 46 internal_value=-1.16266e-06 3.13032e-06 0.00522138 -4.25802e-06 -0.00509568 2.08075e-06 0.00654517 -6.49292e-06 -0.00460389 1.09014e-06 internal_weight=7730.21 7724.27 10.9211 7713.35 9.59111 7703.75 10.0813 7693.67 12.6692 7681 internal_count=27017 26996 50 26946 49 26897 46 26851 153 26698 is_linear=0 shrinkage=0.03 Tree=1620 num_leaves=31 num_cat=0 split_feature=13 8 4 13 4 11 3 9 5 5 4 6 2 12 13 12 2 11 4 8 9 4 4 5 7 3 9 8 5 13 split_gain=0.199332 1.01014 2.82757 4.97678 1.97673 2.46776 2.781 1.87724 2.03278 1.59172 1.15183 3.89666 1.65796 1.12258 0.703082 4.16927 3.19387 2.62085 2.5633 2.17664 2.00542 2.16707 1.65633 1.47776 0.684282 0.492559 1.82182 1.18549 0.603528 1.2433 threshold=1.3000000000000003 7.1000000000000005 1.5050000000000006 1.1000000000000003 2.0750000000000006 0.83333333333333337 1.9000000000000001 7.9000000000000012 2.2750000000000008 1.4850000000000008 1.7950000000000006 0.70000000000000007 1.1000000000000003 3.7000000000000006 1.5000000000000002 2.3000000000000007 1.3 1.5000000000000004 1.4850000000000005 7.5000000000000009 6.9000000000000012 1.0350000000000008 1.3550000000000006 1.6850000000000005 1.0000000180025095e-35 2.9000000000000004 9.1000000000000014 4.9000000000000012 2.8050000000000006 2.3000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 13 7 6 -6 10 -9 -5 12 -12 -1 -4 15 16 20 19 -19 22 21 -2 -17 -21 -16 28 27 -27 -26 -30 right_child=14 2 3 9 5 -7 -8 8 -10 -11 11 -13 -14 -15 24 17 -18 18 -20 23 -22 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=-0.0015281941260167366 0.011045699537633324 -0.025844775812353643 -0.022733343519182093 0.026551441183856758 0.022434997695247681 -0.0060601138348922463 -0.0002181032524437513 -0.022767235437560037 0.0035046407385966988 0.0046332915056833488 0.0010358494159288278 -0.022583747708530284 0.0042406597018395456 -0.0053277094592240502 0.0084357229122389837 -0.011773564344803592 0.017455431195297577 0.021793461250856027 -0.0016475439270108648 0.017920617485727444 0.015915713704912619 -0.0035714678452786388 -0.0044556179432656646 -0.0028383352625808459 5.0649743358166176e-05 0.00044290216565063195 0.015993163341025188 -0.0052992536398755409 0.0040713937160813708 -0.018509352461415794 leaf_weight=72.88580460101366 11.525937855243681 4.6854085624218014 6.1127949953079224 4.8140269666910172 13.249687433242803 7.3946036845445624 7.7187950238585463 6.2989795953035337 4.5764305368065834 7.8355370163917542 32.131476730108261 7.8151900917291632 116.51098214834929 7.3384368121623993 8.6893332675099355 36.796319954097271 13.652611434459685 6.5341785550117519 11.745180919766424 5.7798343151807767 7.5863721296191207 43.880915865302086 114.31458285450935 6.6225451678037643 8177.9022689238191 63.697266637347639 4.9931376222521058 65.770732203498483 4.1710590496659261 4.6311219558119774 leaf_count=245 35 16 19 21 54 25 24 26 19 24 100 25 355 25 33 130 40 22 39 22 24 129 368 20 24468 344 27 286 22 30 internal_value=1.1973e-07 0.000761087 -0.00438609 -0.000533993 0.00135108 0.00884111 0.0140961 0.000466721 -0.0117119 0.0129747 0.00104423 -0.0035851 0.00202062 -0.0132375 -2.64059e-05 -0.00156744 0.00430092 -0.0040416 0.00673173 -0.00524596 0.00144992 -0.000530751 -0.00623758 0.00683588 2.14055e-05 1.26188e-05 -0.00178838 -0.00247416 4.21991e-05 -0.00780909 internal_weight=8887.66 299.368 30.7862 26.1008 268.582 28.3631 20.9685 240.219 10.8754 12.6496 229.343 39.9467 189.397 13.4512 8588.29 258.438 76.6458 181.793 18.2794 163.513 62.9932 55.4069 151.111 12.4024 8329.85 8321.17 134.461 129.468 8186.7 8.80218 internal_count=27017 978 105 89 873 103 78 770 45 45 725 125 600 44 26039 829 228 601 61 540 188 164 498 42 25210 25177 657 630 24520 52 is_linear=0 shrinkage=0.03 Tree=1621 num_leaves=28 num_cat=0 split_feature=10 13 7 13 4 3 11 0 10 7 0 12 5 13 5 4 4 4 3 3 6 3 8 5 12 5 5 split_gain=0.195655 1.57201 3.18674 3.02427 2.92161 3.99968 6.38059 2.86693 2.47206 1.85413 1.64697 1.3789 1.2045 0.484139 1.32108 0.448369 2.9114 1.46146 2.49771 2.84058 1.40215 1.01422 1.00033 0.475584 1.92916 1.01417 0.401684 threshold=1.8333333333333339 3.5000000000000004 1.9000000000000001 4.3000000000000016 1.5250000000000006 1.5000000000000002 -1.0000000180025095e-35 350.00000000000006 2.1666666666666674 1.5000000000000002 525.00000000000011 3.5000000000000004 1.5950000000000004 0.70000000000000018 1.6500000000000004 2.4450000000000007 2.475000000000001 2.3450000000000011 1.3 2.3000000000000003 1.7000000000000004 2.9000000000000004 5.1000000000000005 2.2750000000000008 3.5000000000000004 2.245000000000001 1.2550000000000006 decision_type=2 2 2 2 2 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 11 5 6 -2 -7 -4 10 -6 26 -11 14 -1 17 -17 23 22 -20 21 -18 -19 25 -25 -15 -3 right_child=1 3 8 -5 9 7 -8 -9 -10 12 -12 -13 -14 15 -16 16 20 18 19 -21 -22 -23 -24 24 -26 -27 -28 leaf_value=-0.018801577076965042 0.00035144240653731882 -0.010012808126198322 0.025725087555197222 0.013353314424168259 0.003127367482760525 -0.019629884678741029 0.03040519283983684 0.0045806943090259851 0.002062164420078312 -0.015949306755571307 -0.0063510299133181574 -0.00060563963935920159 -0.00075298147156692896 1.2843992706653336e-05 0.0020131959052557586 0.020980874524691748 0.00053906571119667352 0.00079316793472038454 0.0045431658484613273 -0.024202135594446623 -0.017081935335301973 0.015928572560304975 -0.020353090466848963 -0.0053040498455596188 0.00049615673890186741 0.0052627389275392107 -0.020433091205487721 leaf_weight=4.5234013721346837 13.207828789949419 5.4325674474239412 8.627675034105776 5.9408362396061412 47.928774502128363 6.4041990041732815 12.258702844381331 14.08004307001829 7.3656030856072894 12.844522375613453 25.160284411162138 7.7084506377577773 7.3981184959411612 6805.8901427630335 6.9772413186728954 6.812477968633174 64.38132734131068 2.474929451942443 19.305043845437471 3.6844703070819369 3.8782456181943408 4.0995364934206 10.795452721416948 75.144911348819733 164.77540633827448 33.279101349413395 8.6000788509845716 leaf_count=22 42 22 35 24 175 21 37 48 35 59 117 30 28 24370 29 33 391 17 99 22 30 15 85 367 713 120 31 internal_value=1.31219e-06 0.00097014 0.00214428 -0.00561594 0.00068794 0.00688025 0.0148183 -0.00298851 0.0148273 -0.00236077 -0.00013549 -0.0107994 -0.0103955 -2.32859e-05 -0.00617361 -1.34545e-05 0.00223173 -3.84363e-05 -0.0060459 -6.37697e-05 0.000466529 0.00146034 -0.0164093 -7.66538e-06 -0.00132051 3.83898e-05 -0.016399 internal_weight=7388.98 182.958 155.276 27.6819 139.282 45.9508 25.4665 20.4842 15.9933 93.3317 73.0891 21.7411 20.2426 7206.02 11.5006 7194.52 79.1716 7115.35 36.2599 22.9895 72.3591 68.4809 13.2704 7079.09 239.92 6839.17 14.0326 internal_count=27017 704 597 107 527 148 79 69 70 379 292 83 87 26313 51 26262 469 25793 223 121 436 406 102 25570 1080 24490 53 is_linear=0 shrinkage=0.03 Tree=1622 num_leaves=29 num_cat=0 split_feature=4 2 4 5 7 7 3 5 9 12 0 3 3 10 7 7 12 10 5 7 9 8 2 9 3 6 12 3 split_gain=0.205337 1.50093 2.23005 1.33615 1.19721 1.36466 2.69723 4.24976 2.93311 1.95268 1.65451 1.33786 3.73678 2.29261 5.12456 2.71012 2.08863 1.95612 0.95546 2.13951 1.00594 3.10368 2.81894 1.11267 4.02662 1.06681 0.478929 0.00271569 threshold=1.3150000000000006 0.3000000000000001 1.3950000000000007 1.3650000000000007 1.0000000180025095e-35 0.50000000000000011 1.1000000000000003 1.5450000000000002 3.5000000000000004 2.1000000000000005 575.00000000000011 0.70000000000000007 0.90000000000000013 0.50000000000000022 1.9000000000000001 1.1000000000000003 1.3000000000000003 0.50000000000000022 0.7150000000000003 2.3000000000000003 2.3000000000000003 3.7000000000000006 1.9000000000000001 3.1000000000000005 1.3 0.70000000000000007 1.9000000000000001 0.70000000000000007 decision_type=2 2 2 2 2 2 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 -1 6 7 9 -8 -6 -10 13 17 14 -7 -15 -14 -13 19 26 21 -20 -23 24 -22 -25 -3 -28 right_child=1 18 3 -5 5 11 8 -9 10 -11 -12 12 16 15 -16 -17 -18 -19 20 -21 23 22 -24 25 -26 -27 27 -29 leaf_value=-0.010199678108183648 0.019933062060277725 -0.0086910600565890273 -0.011249750097784691 0.0079737761522601196 -0.0053878820473916445 0.00209435744262273 0.017918288128371634 0.011446900883498395 0.0043467976880529067 -0.022219569298114045 -0.0048676313603670824 -0.0023767624504991303 -0.010190926406073686 -0.0034608924011850411 -0.0073817577536033517 0.0086068773302712086 -4.2912652520488602e-05 -0.0081443140309913932 -0.020004283005140087 0.010252806673536482 0.0011576370476363272 0.012386993566926553 -0.0097649674330640337 -0.0011490166743060846 -0.0075084315589818689 0.00035337547899631018 -0.021843945121481727 -0.023266067990105114 leaf_weight=10.701624996960161 8.5441077500581759 4.2017771489918214 5.3785917460918418 8.2384523227810842 27.271787390112877 243.62576977908611 12.902383774518965 12.003990784287451 116.11396944522858 8.0296508520841581 20.657949179410934 266.23713410645723 18.398379936814308 22.392128199338913 65.082294099032879 66.453484363853931 2314.8199521638453 66.05525317043066 3.9718696549534789 3.9993533408269277 129.30990292038769 26.519387386739254 6.4222134370356789 480.61517239827663 76.982053643092513 3700.1824456271715 2.4824850838631392 2.3548973766155541 leaf_count=34 26 28 19 25 86 814 38 34 343 26 65 892 61 73 253 233 7068 223 17 23 600 116 47 2313 345 13169 26 20 internal_value=-1.39196e-06 0.00013103 0.00791899 0.000380682 -0.000181931 -0.000149046 0.00227137 -0.00397299 0.00424493 -0.00921641 0.00295506 -0.000304698 -0.000546833 0.00131876 9.65887e-05 0.00556539 -0.000122934 -0.00352327 9.21328e-05 -0.008017 0.000116032 0.00504771 0.0080683 7.45365e-05 -0.00207628 0.000180664 -0.0161004 -0.0225363 internal_weight=7729.95 4459.2 22.1612 13.617 3270.75 3260.04 196.98 47.3054 149.674 35.3014 136.772 3063.06 2665.51 397.554 308.708 88.8456 2333.22 332.292 4437.04 13.0385 4424 36.9135 32.9416 4387.09 206.292 4180.8 9.03916 4.83738 internal_count=27017 16774 70 44 10243 10209 592 146 446 112 408 9617 8244 1373 1067 306 7129 1115 16704 97 16607 180 163 16427 945 15482 74 46 is_linear=0 shrinkage=0.03 Tree=1623 num_leaves=30 num_cat=0 split_feature=11 8 5 5 8 4 12 6 3 13 5 4 6 7 10 10 5 9 13 9 9 3 2 9 8 2 8 11 8 split_gain=0.19754 1.40474 2.63151 3.34487 2.62935 1.83894 1.62859 1.47958 1.73533 1.74134 2.35427 1.77063 1.6847 1.45137 1.80519 1.00735 0.871139 0.361884 1.17312 1.14148 0.483332 3.5121 1.31957 0.602327 2.18835 1.58523 0.511011 2.50332 1.63366 threshold=-1.4999999999999996 3.9000000000000004 1.5350000000000008 1.1150000000000009 3.1000000000000005 1.3350000000000006 4.1000000000000005 0.50000000000000011 2.7000000000000006 1.7000000000000004 1.3450000000000006 1.9850000000000003 1.3 1.3 0.33333333333333326 1.0000000180025095e-35 1.8250000000000002 9.9000000000000021 2.5000000000000004 10.300000000000002 9.3000000000000025 2.3000000000000003 1.3 8.9000000000000021 4.1000000000000005 1.7000000000000004 4.1000000000000005 -0.83333333333333315 4.3000000000000016 decision_type=2 2 2 2 2 2 2 2 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 13 15 9 11 -11 -9 -10 16 -15 -3 -4 20 -19 -20 23 22 -22 26 -25 -26 27 -2 -28 right_child=17 7 6 4 5 -7 -8 8 12 10 -12 -13 -14 14 -16 -17 -18 18 19 -21 21 -23 -24 24 25 -27 28 -29 -30 leaf_value=-0.0090390133024887305 -0.002939747408822579 0.016324089022503759 -0.0049270849852138584 -0.00029083824645916218 0.010059772264897848 0.024525003457316879 0.012914340156497712 -0.010890630725420397 -0.001451227909431055 -0.0040217523339412314 0.0024200020112599232 0.0070832713421301761 -0.023853686437365153 -0.015806679954299723 0.0047801630291222832 0.0003172246709894572 0.0068519523373763123 0.0039889270097922397 -0.021755229447251934 -0.00093497857824766215 0.001840249520216572 -0.015837978553318081 0.020089328819934398 0.010876955698997198 -0.019491607016299272 -0.0013135357199613191 0.0018253723488803083 -2.1778041601235864e-05 -1.5916815310824734e-05 leaf_weight=8.4580104351043683 302.78010475263 7.7812381610274297 10.363122493028643 12.322132885456083 19.367434918880463 13.370055809617041 6.1977815330028525 23.838582299649719 6.4431081265211088 73.014577135443687 169.82372322678566 6.219713866710662 5.6884755585342646 13.148275420069696 5.4110143184661856 6.4893960803747177 12.427002511918543 8.2037525307387131 4.8136272579431516 4.6684172824025154 6.2083276510238674 5.4844967257231465 8.3790454715490323 5.9220988526940372 8.4976684339344519 8.7771517932414991 470.40562996640801 2098.6500338576734 5553.5047608818859 leaf_count=26 935 25 37 37 56 39 25 82 31 213 524 20 38 45 19 21 50 38 20 21 25 26 28 25 39 31 1405 6394 16742 internal_value=-1.21928e-07 0.000651073 0.00370912 0.00827198 0.0115214 0.0159674 -0.0014267 -0.000381543 -0.000853514 -0.000359968 0.00048315 -0.00717144 -0.0119557 -0.00357625 -0.00980453 0.00904516 0.00149579 -3.08438e-05 -0.00431772 -0.0115045 -2.18911e-05 0.00462792 0.0123226 -3.2938e-05 -0.00486047 -0.0102555 -1.96467e-05 -0.000389685 0.000127869 internal_weight=8886.66 400.364 101.065 53.5176 45.0596 32.7375 47.5472 299.299 285.028 272.897 242.838 30.0583 12.1316 41.3494 18.5593 14.2706 22.7901 8486.3 17.6858 9.48204 8468.61 20.0719 14.5874 8448.54 23.1969 17.2748 8425.34 2401.43 6023.91 internal_count=27017 1288 334 158 132 95 176 954 908 839 737 102 69 151 64 46 87 25729 79 41 25650 79 53 25571 95 70 25476 7329 18147 is_linear=0 shrinkage=0.03 Tree=1624 num_leaves=31 num_cat=0 split_feature=10 4 3 5 5 7 8 4 2 5 5 0 5 0 10 0 5 13 5 5 2 5 6 12 8 6 4 9 13 4 split_gain=0.197087 2.76669 1.37798 1.27163 3.11153 2.52613 2.6575 4.56587 2.44459 2.24061 2.29557 2.19531 4.00132 2.57205 1.62263 0.741879 0.657329 0.654908 2.60161 2.13428 2.82195 2.2026 1.23369 2.88303 2.48359 1.45891 2.87595 1.4692 0.939684 0.143757 threshold=0.83333333333333337 0.83000000000000029 1.3 1.0550000000000006 1.2050000000000007 0.90000000000000013 6.7000000000000002 1.7200000000000006 1.3 1.2150000000000005 1.2350000000000008 200.00000000000003 1.1450000000000007 575.00000000000011 1.5000000000000004 475.00000000000006 3.1450000000000005 3.9000000000000008 2.1650000000000009 1.3050000000000006 0.90000000000000013 0.67500000000000016 1.7000000000000004 0.90000000000000013 5.7000000000000002 1.5000000000000002 2.3650000000000007 9.1000000000000014 4.1000000000000005 1.4650000000000005 decision_type=2 2 2 2 2 2 2 2 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 -2 5 11 14 8 -8 -7 29 -11 12 -5 -13 15 -3 17 22 19 21 -21 -19 25 -24 -25 27 -27 -1 -20 -6 right_child=1 3 -4 4 9 6 7 -9 -10 10 -12 13 -14 -15 -16 -17 -18 18 28 20 -22 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=0.00011997653641807096 0.022233369669046418 -0.019436617704872046 0.0042042691272517621 -0.0089997893456948072 0.0098407543593038212 0.0082640099900541438 0.039824219600549653 -0.0011950464756469872 -0.0013960948926873087 -0.010491670734113202 -0.00014574801260706035 -0.009808906611813311 0.010380343860804031 0.0010150188435820928 0.0052881355469074822 -0.0050907585765936096 -0.010537839780610752 0.014402456918452381 -0.0066207372531950151 0.0046180593072301266 -0.0011032813744908882 -0.0031424154895574154 -0.016191644866962344 0.0017653616911568399 -0.0015766058698616528 -0.0015660248283764569 0.019832081669398073 0.0073920674985257853 -0.025411796732757844 0.016704095420934467 leaf_weight=3604.6057099848986 6.9088604897260657 7.7818426415324229 8.5210708454251272 18.192343771457672 5.5103073716163617 40.580125764012337 4.8264029175043088 4.944008607417345 56.268555156886578 19.722133822739124 905.37419341690838 80.340277299284935 20.272515684366226 26.202535156160593 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1275.93 4275.64 645.859 3629.78 9.59313 10.9866 internal_count=27017 4529 51 4478 4003 475 399 42 357 3445 3405 558 134 424 76 54 22488 22461 2174 2128 1188 940 20287 4525 4490 15762 2319 13443 46 40 is_linear=0 shrinkage=0.03 Tree=1625 num_leaves=31 num_cat=0 split_feature=13 0 0 10 2 4 9 10 11 5 4 12 4 9 5 4 5 9 11 5 2 9 10 10 5 5 5 8 5 4 split_gain=0.202027 1.38654 2.28929 3.85559 4.39868 4.13293 4.99764 3.01653 2.76047 2.65939 2.99218 2.8839 2.77045 2.74769 2.47795 2.10604 4.83246 6.18659 3.81089 3.75029 3.34349 3.63533 4.01048 3.90988 2.46227 2.2876 3.62835 2.07225 1.99505 1.57033 threshold=2.3000000000000007 350.00000000000006 475.00000000000006 -0.33333333333333331 1.7000000000000004 1.0850000000000006 4.9000000000000012 1.0000000180025095e-35 -1.1666666666666663 1.3750000000000007 1.1550000000000007 1.3000000000000003 1.6400000000000006 5.5000000000000009 2.6950000000000007 1.5250000000000006 1.4850000000000008 5.7000000000000002 -0.33333333333333331 2.1950000000000007 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0.00105899 -0.00100866 0.00175653 -0.00776414 -0.000134288 -0.00244514 0.000723922 -0.00399885 0.00285805 0.000552783 0.000701704 -0.000349131 -0.0030778 0.000972904 -0.00772722 0.00266408 0.00127635 9.36748e-05 0.0116771 0.00231353 0.00942865 0.0170755 0.00192149 0.00449445 0.0138564 internal_weight=7729.07 2492.46 1573.3 366.432 225.859 140.573 121.02 59.1824 166.677 1206.87 326.83 880.038 252.773 74.0568 871.384 919.161 598.611 295.641 157.993 137.648 320.55 265.984 238.827 27.1571 302.97 54.5659 21.4004 296.735 33.1656 19.5529 internal_count=27017 8911 5819 1270 789 481 423 243 546 4549 1502 3047 1253 249 3019 3092 1887 886 473 413 1205 1025 934 91 1001 180 64 982 116 58 is_linear=0 shrinkage=0.03 Tree=1626 num_leaves=31 num_cat=0 split_feature=5 5 11 9 7 12 4 11 13 10 4 12 4 7 5 4 9 11 2 10 5 3 6 13 7 5 8 4 4 3 split_gain=0.198234 1.80143 4.13578 2.71116 2.58634 1.88331 1.74583 1.35713 2.29924 2.72852 2.16643 1.25522 1.30056 3.07473 1.85822 1.23332 0.932331 3.36872 4.36178 3.49545 3.12349 2.62354 2.39593 2.20553 2.00024 1.95438 2.70095 1.66445 3.46501 0.803933 threshold=0.99000000000000021 0.9650000000000003 -1.1666666666666663 2.9000000000000004 0.90000000000000013 2.1000000000000005 1.2250000000000005 -1.1666666666666663 2.3000000000000007 0.50000000000000022 1.2250000000000005 3.7000000000000006 0.91000000000000036 1.3 0.91000000000000036 2.0350000000000006 2.9000000000000004 -0.83333333333333315 1.7000000000000004 0.50000000000000022 1.5950000000000004 0.50000000000000011 2.1000000000000005 3.3000000000000007 1.7000000000000004 1.0050000000000006 3.9000000000000004 1.2850000000000008 1.4850000000000005 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 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 29 5 -5 -6 8 -1 10 -10 12 13 -9 -14 -13 17 18 19 23 21 -19 -23 -2 -22 26 -18 -28 -29 -4 right_child=16 2 3 4 6 -7 -8 11 9 -11 -12 15 14 -15 -16 -17 25 20 -20 -21 24 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.0064425214477266879 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internal_count=27017 2137 397 366 318 48 270 1740 122 89 63 1618 1578 142 1436 40 24880 943 141 111 802 741 715 82 61 23937 106 80 56 48 is_linear=0 shrinkage=0.03 Tree=1627 num_leaves=18 num_cat=0 split_feature=8 4 10 11 0 6 5 8 2 4 10 7 4 8 12 4 9 split_gain=0.200124 0.27142 2.01375 2.03353 2.44173 2.41124 2.60025 0.596832 0.834094 0.679074 3.18398 3.55445 2.34437 2.53835 1.43279 0.94966 0.243408 threshold=1.1000000000000003 0.80000000000000038 0.83333333333333337 -1.1666666666666663 475.00000000000006 0.70000000000000007 0.93000000000000027 1.7000000000000004 1.1000000000000003 0.91000000000000036 -1.0000000180025095e-35 1.9000000000000001 0.93000000000000027 4.9000000000000012 2.7000000000000006 0.97000000000000031 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 2 3 4 -2 -5 -7 8 -3 10 14 -12 13 -11 -9 -14 -1 right_child=1 7 -4 5 -6 6 -8 9 -10 12 11 -13 15 -15 -16 -17 -18 leaf_value=0.00059178653863958082 -0.025731642056233878 0.013557305928026418 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7379.92 155.677 145.544 12.0221 133.522 125.254 7224.24 15.3581 7208.88 244.78 127.463 6964.1 62.1095 117.317 6901.99 8.1487 internal_count=27017 26974 545 514 50 464 436 26429 47 26382 865 454 25517 208 411 25309 43 is_linear=0 shrinkage=0.03 Tree=1628 num_leaves=11 num_cat=0 split_feature=5 12 0 12 9 12 2 12 4 3 split_gain=0.207721 0.319795 0.666719 0.266175 0.950633 0.467023 1.42703 0.292709 1.83656 0.391996 threshold=3.2350000000000008 6.3000000000000016 525.00000000000011 5.9000000000000012 5.7000000000000002 5.700000000000002 2.7000000000000006 5.3000000000000016 1.4150000000000007 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 7 -7 9 -9 -1 right_child=-2 2 -4 4 -6 6 -8 8 -10 -11 leaf_value=2.0293712836242244e-05 -0.005610166214958549 -0.0016411370572574429 0.013251446620145827 0.0040184888603396812 -0.014903380715128938 0.018640037091912524 -0.004024312672135523 0.013676182604459828 -0.0051764650341948933 -0.0034270397387850338 leaf_weight=7623.1935953511856 5.9378042519092551 5.9455222226679307 4.9646154046058655 5.0126588530838472 4.5665626600384712 4.6534862965345365 5.4036252163350582 5.3901732712984076 33.890552181750536 29.802490539848804 leaf_count=26571 21 28 22 27 22 16 30 21 153 106 internal_value=-1.20944e-06 3.10309e-06 0.00513567 -4.15802e-06 -0.00500186 2.05751e-06 0.00646262 -6.38922e-06 -0.00258947 6.86902e-06 internal_weight=7728.76 7722.82 10.9101 7711.91 9.57922 7702.33 10.0571 7692.28 39.2807 7653 internal_count=27017 26996 50 26946 49 26897 46 26851 174 26677 is_linear=0 shrinkage=0.03 Tree=1629 num_leaves=31 num_cat=0 split_feature=9 10 5 0 7 13 9 3 11 5 5 8 3 11 11 2 0 8 11 6 11 13 10 4 13 13 4 0 2 5 split_gain=0.196084 1.67873 3.86762 2.79801 3.15638 4.0498 1.99635 2.53389 2.84603 4.37788 2.75454 2.93001 2.40533 1.89967 1.69719 1.63753 1.41534 5.31692 1.59959 1.34632 1.31106 1.51905 1.00164 2.75856 3.15964 3.57083 3.32204 3.53544 3.09297 3.55464 threshold=4.1000000000000005 1.1666666666666672 1.7000000000000004 350.00000000000006 2.3000000000000003 3.9000000000000008 3.9000000000000004 0.90000000000000013 -0.83333333333333315 1.1950000000000005 2.0650000000000008 3.1000000000000005 0.3000000000000001 -0.83333333333333315 -1.0000000180025095e-35 1.3 925.00000000000011 7.9000000000000012 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.3000000000000007 0.50000000000000022 0.98000000000000043 3.1000000000000005 3.9000000000000008 0.8500000000000002 200.00000000000003 1.5000000000000002 1.0350000000000008 decision_type=2 2 2 2 2 2 2 2 2 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 13 5 -5 16 8 9 -8 11 -9 -10 -3 -6 -15 20 18 -18 -4 21 -1 -2 24 26 -26 -24 -28 -25 -30 right_child=22 2 19 4 14 -7 7 10 12 -11 -12 -13 -14 15 -16 -17 17 -19 -20 -21 -22 -23 23 28 25 -27 27 -29 29 -31 leaf_value=0.0004826884530762858 -0.00031900139127506911 0.0049636745258576729 0.021094450206146555 -0.00067748005535134509 -0.024503161023433175 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548.00316830724478 18.807828824967146 841.39235115796328 24.195822596549988 8.6913297921419126 10.641826659440992 28.63969961553812 37.06035465747118 804.56120407022536 leaf_count=3681 14295 24 24 358 20 23 37 76 25 25 32 735 267 51 33 118 43 22 29 27 24 1580 66 2553 72 28 33 92 119 2505 internal_value=-1.84301e-07 0.000227287 -0.00223924 -0.00332195 -0.000950739 0.000720955 0.000475823 0.00237988 -0.00121621 0.00883655 0.00394273 0.00447794 -0.00328902 -0.00838682 -0.0128494 -0.0103022 5.43735e-05 0.00757646 0.0159627 0.0120109 -3.80004e-05 -9.28547e-05 -8.74954e-05 0.000518945 0.00560717 0.0130375 0.00140048 0.00636469 0.000243897 0.00152979 internal_weight=8885.64 2464.61 225.609 209.678 142.816 125.223 2239 405.772 122.925 21.0133 282.847 273.896 101.911 66.8618 17.5932 58.473 1833.23 22.2396 16.7611 15.931 1810.99 1802.66 6421.04 1773.99 90.9765 32.8872 58.0894 39.2815 1683.01 841.622 internal_count=27017 7254 678 627 434 381 6576 1197 354 62 843 811 292 193 53 169 5379 94 72 51 5285 5261 19763 5468 291 100 191 125 5177 2624 is_linear=0 shrinkage=0.03 Tree=1630 num_leaves=28 num_cat=0 split_feature=8 13 4 4 4 8 9 4 5 5 5 9 12 5 5 4 7 9 7 5 10 9 12 8 6 5 4 split_gain=0.202091 1.32133 1.73831 1.62444 2.21553 1.26381 1.25771 2.10709 1.94934 5.13336 2.3183 3.17973 1.82565 1.53171 0.358429 1.42733 1.35073 0.436733 3.00364 1.88789 1.49351 0.341583 0.300147 2.99185 0.616804 0.164444 0.150521 threshold=2.5000000000000004 3.7000000000000006 1.2450000000000008 1.0750000000000008 0.87000000000000033 1.9000000000000001 6.7000000000000002 1.0150000000000006 1.5850000000000006 1.5050000000000006 1.6900000000000006 5.1000000000000005 2.9000000000000008 1.3850000000000005 0.62500000000000033 1.5450000000000006 1.7000000000000004 1.9000000000000001 1.5000000000000002 1.0950000000000004 0.33333333333333326 10.500000000000002 1.3000000000000003 6.1000000000000005 2.7000000000000006 1.3650000000000007 1.2150000000000005 decision_type=2 2 2 2 2 2 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 5 -3 8 -8 9 13 26 -12 -9 -1 15 16 -2 18 20 -20 -16 22 23 -19 -24 -6 -10 right_child=14 2 -4 -5 25 -7 7 12 10 -11 11 -13 -14 -15 17 -17 -18 21 19 -21 -22 -23 24 -25 -26 -27 -28 leaf_value=-0.0016699236900092581 -0.0019359131438045198 0.005492555914130514 0.016160507800711748 -0.010307550310743211 0.0097936839562643395 -0.012915299352455676 0.017044369079286418 -0.015688301813987247 -0.025615855243897832 0.018447635065925977 0.0069122727881263356 -0.014429962310909509 0.0079639369812015363 -0.012022513458552103 0.022630059877648611 0.008155174948533175 -0.024364842538066943 0.0020785371405406153 -0.018085072433271811 0.0055494453910702179 0.0026303184888235003 0.0063288138323994072 2.0918515887545721e-05 -0.0072092851382617772 -0.001827138848216527 0.016409422935797349 -0.018042590865800862 leaf_weight=66.626024946570396 5.8287043422460538 6.3916911855340022 8.0941386073827726 8.9458048492670041 6.9472861140966398 7.069404810667038 7.6543412804603603 5.5493045598268491 5.0853799134492856 10.665658205747603 11.529321789741518 13.806587167084215 6.2393959388136864 15.939536094665526 7.4760528504848498 5.2018017768859854 4.1279580295085907 258.14090152084827 6.410080745816229 5.7886472120881081 6.1044348925352097 7.7231569960713378 6687.3408032245934 35.508006274700165 166.58833955973387 6.5880723297595978 4.4104658216238022 leaf_count=257 24 25 30 37 21 25 30 22 21 36 45 64 29 61 22 28 21 878 25 20 20 28 24462 136 610 20 20 internal_value=1.77029e-06 -0.000959971 0.00360032 0.000771791 0.00444315 -0.00417475 -0.0023214 0.00478806 -0.00340079 -0.00113843 -0.00945624 -0.004718 -0.0031699 -0.00366852 2.7369e-05 -0.00458089 -0.0112348 3.70965e-05 0.00393484 -0.00686981 0.0136402 2.30536e-05 1.62401e-05 0.000955454 -2.39995e-05 0.0130138 -0.0220984 internal_weight=7387.78 191.542 44.0364 35.9423 26.9965 13.4611 147.506 19.443 128.063 93.2312 34.8318 25.3359 11.7887 82.5656 7196.24 15.1585 9.95666 7181.08 25.7792 12.1987 13.5805 7155.3 7147.58 293.649 6853.93 13.5354 9.49585 internal_count=27017 743 158 128 91 50 585 81 504 354 150 109 51 318 26274 73 45 26201 87 45 42 26114 26086 1014 25072 41 41 is_linear=0 shrinkage=0.03 Tree=1631 num_leaves=18 num_cat=0 split_feature=5 12 0 11 4 4 4 4 7 11 13 12 6 2 0 4 13 split_gain=0.199328 0.307311 0.64017 0.261164 1.22234 2.46811 2.71843 1.64868 1.71904 0.419658 2.08828 1.65775 1.65448 0.523085 1.53208 0.585659 0.0880834 threshold=3.2350000000000008 6.3000000000000016 525.00000000000011 1.8333333333333337 2.0050000000000012 1.9100000000000006 1.7850000000000004 2.1650000000000009 1.3 1.5000000000000004 3.9000000000000008 3.1000000000000005 0.50000000000000011 2.9000000000000004 875.00000000000011 2.475000000000001 2.3000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 9 5 6 -5 16 -9 13 12 -12 -11 15 -15 -1 -6 right_child=-2 2 -4 4 7 -7 -8 8 -10 10 11 -13 -14 14 -16 -17 -18 leaf_value=-7.6371988203559748e-06 -0.0054936092416313 -0.0016079166342378749 0.012984975047252642 -6.1668785552642391e-05 -0.020539417737862168 0.016793248361203734 -0.014100592506953478 -0.010040349039986478 0.017528541578735873 0.011962970295787067 0.016620504312978849 -0.0018658961574917554 -0.00020650219240297922 -0.0008074470596788841 -0.013254384763522619 0.0037077053035764855 -0.014581841422768367 leaf_weight=7142.3307295907289 5.9428537040948859 5.9441635534167272 4.9657646082341671 187.07689322531223 4.5813565254211444 7.2764373570680609 13.295712493360041 5.1760165616869909 3.355020809918642 10.589393232017754 13.376803100109102 6.4808881208300582 199.05326041765511 66.086463329847902 10.285364645533262 38.389975952915847 4.3584347665309906 leaf_count=24544 21 28 22 600 19 27 49 26 23 45 39 21 670 459 143 260 21 internal_value=-1.48036e-06 2.74604e-06 0.00503419 -4.37205e-06 -0.00101116 -0.000369947 -0.000993221 -0.00863226 0.000801732 2.59018e-05 0.00128894 0.0105872 0.000408198 -1.40409e-05 -0.00248374 1.2226e-05 -0.0176349 internal_weight=7728.57 7722.62 10.9099 7711.71 225.12 207.649 200.373 17.4708 8.53104 7486.59 229.5 19.8577 209.643 7257.09 76.3718 7180.72 8.93979 internal_count=27017 26996 50 26946 765 676 649 89 49 26181 775 60 715 25406 602 24804 40 is_linear=0 shrinkage=0.03 Tree=1632 num_leaves=31 num_cat=0 split_feature=5 5 11 9 7 12 4 13 11 9 4 8 4 4 4 8 8 6 11 3 4 9 8 11 2 10 5 7 3 5 split_gain=0.201505 1.72482 3.98205 2.61014 2.48189 1.81304 1.66647 1.3428 3.08719 2.90102 3.59572 2.89988 2.85731 2.36752 5.59768 2.91835 2.70289 2.36724 2.33529 1.91222 1.83756 0.886381 3.31845 3.25071 3.96164 3.61883 3.24183 5.61868 2.66658 1.86304 threshold=0.99000000000000021 0.9650000000000003 -1.1666666666666663 2.9000000000000004 0.90000000000000013 2.1000000000000005 1.2250000000000005 2.3000000000000007 0.83333333333333337 3.9000000000000004 1.4150000000000007 5.9000000000000012 1.9100000000000006 1.8300000000000005 1.3950000000000007 6.3000000000000016 6.7000000000000002 1.3 -1.0000000180025095e-35 1.1000000000000003 1.9050000000000002 2.9000000000000004 2.5000000000000004 -0.83333333333333315 1.7000000000000004 0.33333333333333326 1.4850000000000008 1.9000000000000001 0.50000000000000011 1.0050000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 -6 13 11 19 -11 18 -13 14 17 -16 20 -1 -9 -10 -15 22 -2 24 25 -24 28 -28 -25 -23 right_child=21 2 3 4 6 -7 -8 8 9 10 -12 12 -14 16 15 -17 -18 -19 -20 -21 -22 29 23 26 -26 -27 27 -29 -30 -31 leaf_value=-0.0039781553169793054 -0.019490087042060456 0.021384492476494384 0.013125897679235969 -0.019023615536097004 0.0074497971039004154 0.0016065483403732816 -0.00086487680070980878 -0.0030596452723718939 0.019691462504969177 0.010064827375832386 -0.019511506580612018 -0.0097490500522195989 0.0046039837586007906 -0.028450464320374735 0.008306784876820265 0.027040766778059167 0.0096979256283212297 0.010618760530040039 0.0020489176481494273 0.0029813367333647181 -0.0064595642699917756 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0.00223079 -0.00022793 -0.00103795 0.00685605 -0.00368488 -0.00183334 -0.00695782 0.0023336 0.0040596 0.0119258 -0.00648846 -0.00141258 -0.000566459 0.012971 -0.0130518 -4.24504e-05 -0.00158664 -0.00106758 0.00627157 0.00184861 -0.00234392 0.00555653 -0.00373196 2.08056e-05 internal_weight=8885.09 718.144 135.692 125.312 108.705 15.8729 92.8321 582.452 442.517 40.506 14.8712 402.011 79.6854 139.935 117.037 48.0151 22.8978 69.0216 322.326 25.6348 16.2917 8166.94 321.384 312.329 46.2696 36.9015 266.059 39.759 226.3 7845.56 internal_count=27017 2137 397 366 318 48 270 1740 1307 123 44 1184 253 433 344 148 89 196 931 79 58 24880 943 914 137 107 777 117 660 23937 is_linear=0 shrinkage=0.03 Tree=1633 num_leaves=31 num_cat=0 split_feature=4 2 10 11 5 3 4 5 5 7 5 9 8 11 7 8 7 9 9 3 6 7 9 4 12 5 9 11 9 12 split_gain=0.200312 2.0643 2.84302 2.22439 2.22065 2.32585 1.63636 1.63402 4.69018 2.27974 1.61612 2.27974 2.20141 2.01239 2.88623 1.9699 4.88483 3.50546 1.4694 1.45396 3.27903 1.71825 1.40235 1.37401 1.90627 2.68454 2.01764 1.29325 1.27321 1.18915 threshold=2.0250000000000008 1.7000000000000004 0.33333333333333326 -1.1666666666666663 1.3150000000000006 2.1000000000000005 1.9400000000000006 1.4450000000000007 1.2950000000000006 1.3 1.5550000000000008 4.7000000000000002 5.9000000000000012 0.83333333333333337 1.9000000000000001 5.1000000000000005 1.5000000000000002 4.9000000000000012 5.7000000000000002 1.7000000000000004 1.5000000000000002 0.90000000000000013 5.3000000000000016 2.0350000000000006 2.7000000000000006 0.82000000000000028 5.3000000000000016 1.8333333333333337 5.3000000000000016 2.3000000000000007 decision_type=2 2 2 2 2 2 2 2 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 -2 -5 -6 -1 8 29 18 12 -12 15 14 -14 16 -8 -17 -9 21 -21 -13 -11 28 26 -26 -25 -27 -3 -4 right_child=1 23 7 4 5 -7 10 9 -10 22 11 19 13 -15 -16 17 -18 -19 -20 20 -22 -23 -24 24 25 27 -28 -29 -30 -31 leaf_value=3.7073339011276383e-05 0.014067237551201414 0.01715351376415045 -0.0051835806671362257 -0.010265743473755074 0.0050760119860137716 -0.012379803282296412 0.0094439277138731043 0.0039257296843880265 0.036733551769405161 0.0059723691641794079 -0.015746830998936062 0.0026112109795946919 0.0060001297707714379 0.019715697476249516 -0.013458369934242299 -0.022173265948673374 -0.01495270012030557 0.0030151818354031074 0.024234963849702397 -0.0051924763943997547 0.013696398895354287 -0.012058207031738757 -0.013673571653221344 -0.022690267186540682 0.024190624961135068 -0.0010659359814652871 0.0012263985300865121 0.0070013273370887795 -0.00069272714459498244 0.014791569394322529 leaf_weight=6671.5196507424116 9.5277162045240384 7.5438363626599294 5.3236049488186854 18.466267522424459 38.989329561591148 8.3391373343765718 19.621921643614773 6.2403143495321292 6.7952718138694754 6.8340304493904096 16.548128344118595 10.068097740411757 33.319347232580185 6.685505434870719 8.6393205970525724 11.954980634152891 11.845434926450251 8.5139579102396947 6.5943567007780075 27.220992743968964 11.881712578237055 25.106045454740524 6.2703726440668106 7.1953055858612043 3.9536049179732791 355.57547202985734 5.6810644902288914 18.831536158919334 6.8784339800477028 5.4060151875019073 leaf_count=23760 35 31 25 94 152 35 73 22 22 24 64 36 149 31 47 57 55 38 21 105 47 98 22 55 19 1755 31 68 27 19 internal_value=1.79357e-06 0.000566905 0.0040451 0.000519528 -0.00144231 0.00200035 -4.13907e-05 0.0101549 0.0172316 0.0053737 -0.00277629 -0.00567721 -0.000156734 0.00442928 0.00199361 -0.00445205 0.000260167 -0.0116963 0.0143605 -0.0034338 0.00054708 -0.00785929 -0.00342809 -0.000451592 -0.000786814 -0.000400504 -0.0121382 -0.000660177 0.00864208 0.00488071 internal_weight=7387.37 524.446 118.786 75.3225 65.7947 47.3285 6862.93 43.464 17.5249 25.9391 191.405 90.825 100.58 48.6442 41.9587 51.9363 31.4674 20.4689 12.8347 74.2768 39.1027 35.1741 13.1044 405.659 391.237 378.361 12.8764 374.407 14.4223 10.7296 internal_count=27017 2457 471 316 281 187 24560 155 66 89 800 350 450 227 196 223 128 95 43 286 152 134 46 1986 1928 1842 86 1823 58 44 is_linear=0 shrinkage=0.03 Tree=1634 num_leaves=31 num_cat=0 split_feature=12 4 4 2 4 9 6 10 9 10 11 0 12 7 5 2 6 10 5 4 3 4 10 5 5 2 9 5 9 7 split_gain=0.203382 1.2793 3.43661 3.08619 11.3333 2.74628 2.72131 2.62166 2.47901 3.3735 2.46784 2.36739 2.29286 2.366 2.25204 1.75658 6.06741 2.81993 2.63829 1.5424 2.99885 2.86016 1.13341 3.96524 2.28175 3.74735 3.58082 3.53987 3.13086 2.86195 threshold=2.9000000000000008 1.5350000000000008 1.6400000000000006 1.9000000000000001 1.4650000000000005 5.9000000000000012 1.5000000000000002 -2.1666666666666656 4.9000000000000012 -1.8333333333333328 -1.8333333333333328 725.00000000000011 1.5000000000000002 0.90000000000000013 0.8300000000000004 1.7000000000000004 0.70000000000000007 1.0000000180025095e-35 1.2250000000000008 1.4150000000000007 0.70000000000000007 1.4050000000000007 1.1666666666666672 1.0650000000000006 1.6100000000000005 1.9000000000000001 3.9000000000000004 1.1350000000000005 4.7000000000000002 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 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 11 15 5 6 -5 -4 10 -10 -9 12 13 -3 -14 19 18 -18 -17 21 -21 -1 -2 -24 25 26 -25 -27 29 -26 right_child=22 2 7 4 -6 -7 -8 8 9 -11 -12 -13 14 -15 -16 16 17 -19 -20 20 -22 -23 23 24 28 27 -28 -29 -30 -31 leaf_value=9.8471913790490361e-06 -4.1246836190856301e-05 -0.009812759361799062 -0.019122545298351445 -0.0071131883128337766 0.031893653786012409 -0.022939043767123499 0.016105002106527464 0.022933509311545638 0.021834178985604726 -0.0018537446950123659 0.0019324623578956439 -0.019437602549147833 -0.020128206716142714 0.011716929898863131 -0.0032604584806079384 0.001940139156002848 -0.012654667617905738 -0.0012984635020367318 0.033702764864115595 -0.0032320034267489415 0.0025316727049160127 -0.0066852687612572737 0.016420244415820327 0.020256709581392505 0.0062791181271317411 -0.023509858620708896 0.0047748884729315027 0.0014740202845196558 0.00076370560579481302 -0.01295445262340985 leaf_weight=3072.7007334046066 2459.0228319931775 6.2397174239158657 6.227037012577056 11.626597307622438 12.566110596060751 5.0398130267858496 7.4572035670280448 5.1149939447641364 5.5056100552901617 314.55513512156904 325.67155881226063 8.0543429888784868 7.2779918164014807 17.416644223034382 336.00565296411514 4.4882315658032876 38.564037278294563 40.187550354748964 4.9486121833324432 97.598198339343071 484.8867610655725 58.52072736620903 15.781553378328679 19.259752064943314 9.0304849147796613 5.4101941883563986 44.539723426103592 90.180290043354034 184.00547710433602 30.410051219165325 leaf_count=9739 8970 21 43 53 47 18 27 16 25 1240 1464 53 41 62 1203 22 147 142 19 360 1583 193 86 70 30 36 149 436 610 112 internal_value=-1.61656e-06 -0.000119498 -0.00105716 0.000132608 0.00879175 -0.00324215 0.00195957 0.000250628 0.000435983 -0.00144627 0.0022572 -0.0033487 -0.00299554 0.00603815 -0.00361807 4.9044e-05 -0.00413555 -0.00685951 0.0185962 0.000148414 0.00156594 -0.000115281 0.000199304 0.00168324 0.00107573 0.00381797 0.00944853 5.99921e-05 -0.000880374 -0.00855065 internal_weight=7728.29 4870.65 1032.07 3838.58 36.6897 24.1236 19.0838 657.074 650.847 320.061 330.787 374.994 366.94 23.6564 343.284 3801.89 88.1884 78.7516 9.43684 3713.71 582.485 3131.22 2857.64 398.618 382.836 159.39 63.7995 95.5905 223.446 39.4405 internal_count=27017 16518 4168 12350 145 98 80 2788 2745 1265 1480 1380 1327 83 1244 12205 330 289 41 11875 1943 9932 10499 1529 1443 691 219 472 752 142 is_linear=0 shrinkage=0.03 Tree=1635 num_leaves=31 num_cat=0 split_feature=4 4 9 5 8 5 13 8 9 6 0 0 6 9 11 3 5 10 0 8 10 12 5 8 10 13 2 7 13 6 split_gain=0.198465 2.51187 2.52028 2.30397 3.38998 3.71081 3.05668 2.61994 2.23402 1.8572 2.48188 2.43699 2.29325 2.54034 1.79497 1.32924 1.1303 1.47948 0.696604 2.90129 2.14286 1.46973 2.07398 0.661378 0.657811 3.51744 2.54037 2.15932 4.75341 2.28863 threshold=1.8450000000000004 1.8850000000000005 2.9000000000000004 1.8050000000000004 5.5000000000000009 1.5650000000000006 2.7000000000000006 5.5000000000000009 5.5000000000000009 2.3000000000000003 525.00000000000011 475.00000000000006 2.1000000000000005 4.1000000000000005 -1.0000000180025095e-35 1.1000000000000003 0.76500000000000024 -3.1666666666666661 725.00000000000011 8.1000000000000014 1.8333333333333339 1.7000000000000004 1.2550000000000006 6.1000000000000005 -1.1666666666666663 4.5000000000000009 1.5000000000000002 2.1000000000000005 4.1000000000000005 0.3000000000000001 decision_type=2 2 2 2 2 2 2 2 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 -2 4 5 -4 -6 8 -5 12 11 -11 16 -14 -9 -15 23 -18 24 20 21 -20 -23 -3 25 27 -27 29 -29 -1 right_child=1 9 3 7 6 -7 -8 14 -10 10 -12 -13 13 15 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.015259585783406585 0.013571758954688633 0.0023530951461227041 -0.0065298162271799406 0.023315367584834202 -0.0062324193407961382 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133.59556929767132 4.6766161099076271 6608.1222626818344 14.77281414717436 6.8971600830554953 46.44191724807024 11.786022514104841 637.98317712545395 leaf_count=28 24 18 137 22 117 55 65 20 33 34 27 32 19 22 31 44 18 3706 25 23 21 140 410 24 19796 51 20 133 33 1889 internal_value=-2.4802e-07 -0.000334126 -0.00377201 -0.00455208 -0.0063623 -0.0110083 -0.00123134 0.00258771 0.0108116 0.00015028 0.00762519 0.00220617 -3.76536e-05 -0.00854621 -0.00624807 -0.0134945 0.000171339 8.6252e-05 5.99677e-05 0.00184719 0.00256411 0.00318405 0.00377673 0.010725 1.33628e-05 0.000869562 -0.0110357 0.00123507 0.0067688 0.000737516 internal_weight=8884.41 1357.5 167.652 160.436 127.987 67.1678 60.8188 32.4497 16.8068 1189.84 29.1814 21.0903 1160.66 27.8255 15.6429 21.4372 1132.84 1123.78 7526.91 191.289 184.348 177.815 169.797 9.06023 7335.63 727.503 21.67 705.833 58.2279 647.605 internal_count=27017 4448 504 480 374 192 182 106 55 3944 93 66 3851 85 51 66 3766 3724 22569 619 596 575 550 42 21950 2154 71 2083 166 1917 is_linear=0 shrinkage=0.03 Tree=1636 num_leaves=28 num_cat=0 split_feature=8 2 2 4 8 0 6 4 10 7 0 6 0 9 9 11 10 6 13 6 7 10 6 4 6 8 7 split_gain=0.198122 0.975911 1.46455 2.10558 4.96565 6.76666 3.27156 3.38428 1.95015 1.93002 1.82001 2.41438 2.00017 1.17794 1.37566 1.15015 0.854437 0.580051 0.46444 0.4277 1.19247 0.383976 2.36851 2.1635 0.914913 2.49748 0.708452 threshold=2.9000000000000004 0.50000000000000011 0.90000000000000013 1.1750000000000005 2.7000000000000006 525.00000000000011 0.90000000000000013 0.92500000000000027 -1.0000000180025095e-35 2.7000000000000006 350.00000000000006 0.90000000000000013 475.00000000000006 5.1000000000000005 4.5000000000000009 1.0000000180025095e-35 0.33333333333333326 1.7000000000000004 5.9000000000000012 1.0000000180025095e-35 1.3 0.83333333333333337 2.9000000000000004 0.82000000000000028 0.3000000000000001 6.7000000000000002 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 3 6 5 -5 8 -8 -3 10 11 -4 -12 14 17 -15 -6 -1 19 20 -2 24 23 -23 25 -21 -26 right_child=18 2 9 4 16 -7 7 -9 -10 -11 12 -13 -14 15 -16 -17 -18 -19 -20 21 -22 22 -24 -25 26 -27 -28 leaf_value=-0.00023382594869720728 -0.014776928071335413 -0.021601955844042425 0.0064110563207816253 -0.0069935945981033955 -0.011633975200515102 0.032034715996741195 6.2661120414903297e-05 0.011967067973146535 0.0017138966507752981 -0.017438659315747299 0.0061873683430953832 -0.0073057887514379064 -0.0011439962632193237 -0.0058961382534319191 0.0086280040680108347 -0.024466335029983809 -0.026956690447366621 -0.013414864674432907 0.0068346082741320537 0.005574691040206298 0.0047849998527895038 0.016299016518458141 -0.0152941190636618 -0.00043512057502163913 -0.0062009667630323556 -0.010105877371807502 0.00011550841093479535 leaf_weight=5.528880327939989 6.1122605055570585 6.2466260269284248 14.032958984374998 12.136302903294565 7.5784253329038638 5.9623476415872565 38.996624894440174 47.883642919361591 6.6822686046361905 6.6351241022348395 43.442094556987286 65.240756258368492 146.22502789646387 8.3137779980897886 8.0095725879073125 4.6978203281760207 5.7682777494192123 6.5816622599959373 9.0445093065500242 65.913127463310957 5.1825165264308453 6.9959742128849021 9.6031731218099576 1140.5228686407208 16.026093415915966 10.613587543368338 5676.9757527783513 leaf_count=21 39 25 55 49 27 20 134 158 22 28 152 268 528 35 29 23 21 26 36 249 32 22 38 4229 75 63 20613 internal_value=1.74337e-06 -0.000615627 -0.000212415 0.00239572 -0.00437378 0.00586374 0.00452848 0.00662372 -0.00955121 -0.00145465 -0.0010603 -0.00487765 0.000535208 -0.00556675 -0.0010178 -0.0126009 -0.0182563 -0.00739727 4.08423e-05 3.19857e-05 -0.0058011 4.14973e-05 -0.000457263 -0.000333099 0.000141527 0.00339993 9.77272e-05 internal_weight=7386.95 439.962 406.83 131.255 31.4454 18.0987 99.8092 86.8803 12.9289 275.576 268.941 79.2737 189.667 33.1317 20.1201 13.0116 13.3467 12.1105 6946.99 6937.95 11.2948 6926.65 1157.12 1147.52 5769.53 76.5267 5693 internal_count=27017 1621 1487 456 117 69 339 292 47 1031 1003 323 680 134 76 58 48 47 25396 25360 71 25289 4289 4251 21000 312 20688 is_linear=0 shrinkage=0.03 Tree=1637 num_leaves=31 num_cat=0 split_feature=4 8 3 8 7 5 2 11 8 9 13 0 0 13 4 6 8 8 9 2 0 12 6 3 6 8 3 9 9 6 split_gain=0.199323 1.41234 2.11492 1.2347 2.1452 2.5269 2.9292 1.81524 1.46346 1.59954 1.97395 1.17931 1.44025 1.03231 1.01034 2.75075 2.67646 2.61472 5.48383 4.73027 2.80336 2.68247 2.25573 1.49373 1.43679 1.41832 1.34345 1.15879 2.38624 1.39136 threshold=1.3350000000000006 7.7000000000000002 1.3 6.9000000000000012 1.5000000000000002 1.6100000000000005 0.90000000000000013 1.0000000180025095e-35 6.3000000000000016 7.7000000000000002 1.9000000000000001 725.00000000000011 925.00000000000011 3.7000000000000006 1.3750000000000007 2.3000000000000003 4.3000000000000016 5.3000000000000016 7.1000000000000005 1.7000000000000004 525.00000000000011 2.7000000000000006 1.5000000000000002 1.3 3.1000000000000005 2.1000000000000005 1.1000000000000003 3.1000000000000005 2.7000000000000006 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 8 5 6 -5 -6 11 10 -10 13 -13 -1 15 17 26 20 19 -19 21 -2 -22 -18 25 -16 -17 28 -27 -29 right_child=14 2 -4 4 7 -7 -8 -9 9 -11 -12 12 -14 -15 24 16 23 18 -20 -21 22 -23 -24 -25 -26 27 -28 29 -30 -31 leaf_value=0.00018425815040215188 2.5735193803903715e-05 -0.00056167858435145332 -0.023428986076449866 0.0032187698824883799 0.0051481854285927962 0.0093533006984358562 -0.022582447506635378 0.024558109943726515 0.0078282257574764577 -0.017135227519917716 -0.0044907447259107764 -0.015855860345642646 0.0031325973865740575 -0.001262932671662568 0.011738295779542754 0.009727163596164606 0.010184788330357021 0.0054148124146191964 -0.014125991644297821 0.031046682950420866 0.0082377932089543141 -0.007770904413046141 -0.0029443497894997036 -0.0075228713715524472 0.0091510439574724531 0.0012109437007863191 0.027725206385536036 0.00016227037638410658 -0.0051715947874850909 -0.0031036578449048801 leaf_weight=2746.3003818690777 102.45930010080338 9.6212870925664884 5.8552871197462073 8.8147923946380669 11.047077164053919 13.212815374135969 7.1906169056892386 7.138568900525569 13.713152147829531 7.4452514350414267 80.003856137394905 9.2171283289790136 5.8938086032867423 529.07149370014668 9.1753464043140394 7.0325199663639051 9.213368237018587 82.208110749721527 12.049990624189375 7.0343559235334387 44.443019457161427 64.855067498981953 25.581524532288313 8.0189272463321668 15.358740791678427 97.890670218504965 7.954646036028862 3544.551296741236 114.24813378788531 121.42145730555058 leaf_count=8531 335 33 20 27 37 38 27 23 45 22 271 41 26 1703 27 21 29 269 37 25 149 206 81 23 48 489 23 13485 544 382 internal_value=-1.38128e-06 -0.00017084 -0.00921312 -0.000130147 0.00467803 -0.000356815 -0.00837273 0.0127673 -0.000197349 -0.00375143 -0.00268817 -8.80831e-05 -0.00844968 -4.95069e-05 0.000135602 0.00163199 0.0100083 0.000835016 0.00487022 0.00743519 -0.000887146 -0.00299643 0.00415271 0.00194465 -6.59258e-06 -4.27746e-05 0.0192799 -7.06478e-05 -0.0022264 5.40989e-05 internal_weight=7728.02 3454.53 15.4766 3439.05 47.4039 29.2182 16.0054 18.1856 3391.65 101.162 93.717 3290.48 15.1109 3275.37 4273.5 370.851 32.2195 338.631 101.292 89.2425 237.339 167.314 70.0245 17.2323 3902.65 3887.29 14.9872 3878.11 212.139 3665.97 internal_count=27017 10844 53 10791 152 92 54 60 10639 338 316 10301 67 10234 16173 1198 96 1102 331 294 771 541 230 52 14975 14927 44 14900 1033 13867 is_linear=0 shrinkage=0.03 Tree=1638 num_leaves=21 num_cat=0 split_feature=13 9 2 11 4 5 4 8 7 9 6 4 6 0 4 12 6 13 4 11 split_gain=0.195175 0.202254 1.47738 1.74706 1.59817 2.46387 3.7961 1.65965 1.49342 0.316813 1.43641 1.87527 2.00541 0.290019 1.54602 3.04913 2.33607 1.03421 2.73909 0.707011 threshold=6.1000000000000005 2.1000000000000005 0.90000000000000013 0.33333333333333326 1.2150000000000005 0.8300000000000004 1.4750000000000008 3.3000000000000003 1.3 2.3000000000000003 0.90000000000000013 1.7300000000000004 1.7000000000000004 525.00000000000011 1.2750000000000006 3.9000000000000008 0.90000000000000013 0.90000000000000013 1.4750000000000008 1.1666666666666672 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 7 -6 -7 8 -4 10 -3 12 -12 17 15 -15 -16 18 -11 -19 right_child=-2 9 4 -5 5 6 -8 -9 -10 13 11 -13 -14 14 16 -17 -18 19 -20 -21 leaf_value=-0.013931761967088622 0.0047209669637909308 0.0069475182341388548 -0.0068390203552646653 0.004651570928936634 0.026865919109356796 0.017767432048086285 -0.004843445195032701 -0.013458938550349984 0.01444077057218424 -0.017198880706137776 -0.014257590900660566 0.0090214950543974354 5.1129995062284602e-05 0.0015568363405482272 0.0014284427349146487 -0.010141696593293711 -0.00095231442486644975 -0.00020018947450315021 0.0013493199077198009 0.00085991532240227333 leaf_weight=10.288902908563616 7.8741633445024481 11.851796001195906 5.6167042702436465 8.1672377586364728 5.3355575427412978 11.465211108326914 16.019988231360912 7.7085899114608756 6.2945511788129807 11.482203111052515 19.228994876146317 7.2746348977088919 16.277997419238091 862.2682306021452 526.08807027153671 20.529326915740967 1257.7597130732611 5420.8309710267931 19.059784188866615 632.23816617019475 leaf_count=30 25 38 19 25 20 34 51 23 22 44 55 23 48 2590 1785 99 3876 16170 60 1980 internal_value=-8.03239e-08 -4.26861e-06 0.00159167 -0.00570824 0.00416082 0.00821005 0.00458848 -0.00261287 0.00440637 -1.7119e-05 -0.00229453 -0.00485486 -0.00769783 -2.89969e-06 0.000257969 0.00128479 -0.000250187 -0.000117247 -0.00562384 -8.94624e-05 internal_weight=8883.66 8875.79 70.8967 18.4561 52.4406 32.8208 27.4852 19.6198 11.9113 8804.89 54.6334 42.7816 35.507 8750.26 2666.65 882.798 1783.85 6083.61 30.542 6053.07 internal_count=27017 26992 224 55 169 105 85 64 41 26768 164 126 103 26604 8350 2689 5661 18254 104 18150 is_linear=0 shrinkage=0.03 Tree=1639 num_leaves=31 num_cat=0 split_feature=4 2 10 11 11 0 11 4 9 4 2 10 4 8 13 8 8 6 7 5 0 4 11 0 13 5 5 5 2 4 split_gain=0.196234 1.97402 2.72772 2.1302 2.22153 2.25504 1.61532 2.52801 2.57265 1.56912 1.56078 3.56746 3.27245 3.29879 2.87938 2.61726 3.06218 2.5623 1.52699 4.35616 1.3414 2.57167 2.29406 5.13573 3.55247 4.82624 2.06485 4.95456 3.127 1.97822 threshold=2.0250000000000008 1.7000000000000004 0.33333333333333326 -1.1666666666666663 -0.83333333333333315 575.00000000000011 -0.83333333333333315 2.1850000000000009 4.3000000000000016 1.9400000000000006 1.7000000000000004 -0.49999999999999994 1.9850000000000003 5.7000000000000002 2.1000000000000005 7.9000000000000012 7.3000000000000016 1.9000000000000001 1.5000000000000002 1.4050000000000009 525.00000000000011 2.055000000000001 1.0000000180025095e-35 575.00000000000011 2.3000000000000007 1.2250000000000008 1.1350000000000005 1.3250000000000008 2.1000000000000005 2.1850000000000009 decision_type=2 2 2 2 2 2 2 2 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 -2 -5 -6 -4 8 -8 -1 11 12 13 -11 -14 16 17 -12 19 -13 21 -3 24 -24 25 -22 28 -28 -23 -25 right_child=1 20 6 4 5 -7 7 -9 -10 10 15 18 14 -15 -16 -17 -18 -19 -20 -21 22 26 23 29 -26 -27 27 -29 -30 -31 leaf_value=3.6011881502085571e-05 0.013723100869962123 0.0073962474394132609 -0.0029788293515036536 -0.020666786351712645 0.0035699086455345847 -0.0096353627984913388 0.020498589182169038 0.023527211291064592 -0.0002408680146363258 -0.0023053264377025048 -0.0022649493221261188 0.0096316928084919772 0.0094454614606329819 0.028325158020661111 -0.018720429442621506 0.016999707831089162 -0.024367445942076325 0.012728840947376549 -0.019098767687863821 -0.015127955083489544 0.02419523973417639 -0.0094189987201438903 0.033403512641286291 0.00858829898076288 -0.008279041202038739 -0.00073787431630614438 -0.016141683769266717 -0.0020781222121447561 0.014229337767606032 -0.00061976642259116096 leaf_weight=6671.2062795627862 9.574610732495783 23.400886602699757 7.2677085846662512 4.9891926273703566 45.042163610458374 15.693815439939497 8.1666372418403643 12.372003734111784 15.79310981184244 6.1249558031559008 95.902916707098484 9.2873177453875559 5.3859848082065573 6.5466180704534054 8.3013291805982572 7.1296535953879348 5.1386420130729666 11.486234329640864 15.208170868456362 20.537080690264702 8.4625797644257528 7.9199785813689259 5.3152868449687949 34.813612386584282 42.369836892932653 40.075234903022647 26.541718550026417 149.73372457548976 13.802196901291607 52.913190308958292 leaf_count=23760 35 86 28 22 179 80 27 45 55 23 401 38 21 27 35 37 26 45 69 78 51 43 19 148 257 199 157 656 80 290 internal_value=1.98179e-06 0.000561422 0.00396044 0.000502838 -0.00142304 0.000157745 0.009932 0.0125147 0.00682814 -4.07571e-05 -0.00272144 -0.00623192 0.00253359 0.0135195 -0.0076371 -0.000626976 -0.00174379 -0.000661229 -0.0113626 -0.0074178 -0.000435599 -0.00200867 0.00145772 0.00476929 -0.00193161 0.00360922 -0.00312022 -0.00419567 0.00560707 0.00303437 internal_weight=7386.5 524.247 118.899 75.2998 65.7252 60.736 43.5995 36.3318 23.9597 6862.26 191.049 71.3915 26.3589 12.6716 13.6873 119.657 112.528 107.389 45.0326 29.8244 405.348 221.399 183.95 93.0421 90.9077 48.5378 197.998 176.275 21.7222 87.7268 internal_count=27017 2457 471 316 281 259 155 127 82 24560 800 291 106 50 56 509 472 446 185 116 1986 1022 964 457 507 250 936 813 123 438 is_linear=0 shrinkage=0.03 Tree=1640 num_leaves=31 num_cat=0 split_feature=0 11 4 8 3 12 5 6 4 11 9 4 4 8 10 11 13 11 5 5 13 6 11 4 5 4 5 9 2 6 split_gain=0.196501 1.03328 2.47722 3.13096 3.08023 4.59903 2.78692 2.77485 2.13031 2.46806 2.74882 3.03926 2.27148 5.26398 4.17289 3.99428 3.57592 2.3393 2.10491 5.28121 4.59033 2.00693 1.91852 1.82781 1.71525 0.898012 1.60214 0.824641 0.723505 1.60412 threshold=575.00000000000011 -0.66666666666666663 2.2150000000000007 7.1000000000000005 0.50000000000000011 2.1000000000000005 1.3750000000000007 1.3 1.195000000000001 1.0000000180025095e-35 5.3000000000000016 0.93000000000000027 1.5250000000000006 6.5000000000000009 1.5000000000000004 1.0000000180025095e-35 1.5000000000000002 0.83333333333333337 1.8450000000000004 1.6500000000000004 2.5000000000000004 1.3 -0.66666666666666619 1.7400000000000007 1.0250000000000006 2.555000000000001 1.7650000000000006 7.5000000000000009 3.5000000000000004 1.3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 2 3 4 24 -6 23 -8 9 18 21 -12 13 16 22 -16 -10 -15 19 -3 -20 -11 -14 -5 -2 27 -27 -4 -1 -30 right_child=1 8 25 6 5 -7 7 -9 12 10 11 -13 14 17 15 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-5.8245993033638326e-05 -0.0020944052982555302 -0.0064125895692200754 -0.019450206300653871 0.0121746537849969 0.0060938040739036527 -0.0028294247794746277 0.023461461094466927 0.00061745325541178917 -0.0088930720586970925 -0.011865422077011845 0.018139821243480625 0.002004674841880323 0.017164385583458876 -0.014984168442946068 0.021086221014704053 0.0017091854045190769 0.0056634131178260501 0.0040988380100182367 0.0017687774684721509 0.016863617998069652 -0.026005654658306392 -6.7077014017656727e-05 -0.0012185812110834043 -0.016887896898108809 -0.023136336316369771 0.012003949045107211 -0.022560213347304927 0.0015974171388641505 -0.021903859050013168 0.0088256881033131375 leaf_weight=6470.8681797869503 5.7671484984457484 58.635683581233025 10.785770103335382 3.1611075550317782 68.488021858036518 215.71112165413797 12.824867926537992 7.6343836784362784 16.114103455096483 17.793852843344212 13.506940245628355 47.299743682146072 5.188664309680461 18.583708927035335 15.715143106877802 24.50173051469028 264.4409404322505 8.3922614306211454 9.6493233442306536 10.316641837358473 12.034952402114866 47.920745499432087 334.84571567643434 5.0735405832529068 8.8169417567551118 3.1383929327130309 1.9611813705414531 1.9834133982658375 3.9804729237221173 2.4822837524116039 leaf_count=21795 27 195 110 15 220 832 54 27 52 63 40 146 20 67 82 130 863 27 28 29 34 151 1798 39 41 37 18 12 48 17 internal_value=-1.80195e-06 0.000342527 -0.00105354 -0.000460027 -0.00136907 -0.000679051 0.00900568 0.0149372 0.0008753 -0.00171512 0.000991834 0.00558876 0.00169319 0.00361027 0.000142733 0.00928095 0.00482734 -0.00904742 -0.00549381 -0.00293001 -0.0136463 -0.00326177 -0.000938071 -0.0057314 -0.0148155 -0.0119308 -0.00128865 -0.0161809 -6.82661e-05 -0.0101009 internal_weight=7727.62 1250.29 345.346 327.477 298.783 284.199 28.6939 20.4593 904.94 217.158 126.521 60.8067 687.782 307.531 380.251 40.2169 280.555 26.976 90.6366 68.9523 21.6843 65.7146 340.034 8.23465 14.5841 17.8688 5.09957 12.7692 6477.33 6.46276 internal_count=27017 5157 1432 1255 1120 1052 135 81 3725 686 400 186 3039 1009 2030 212 915 94 286 224 62 214 1818 54 68 177 55 122 21860 65 is_linear=0 shrinkage=0.03 Tree=1641 num_leaves=31 num_cat=0 split_feature=4 4 9 5 8 5 13 8 9 6 0 0 6 9 11 3 5 10 0 8 9 9 8 6 4 5 8 10 10 3 split_gain=0.197345 2.40457 2.41436 2.21899 3.26168 3.58542 2.93894 2.50352 2.12859 1.79322 2.39987 2.34589 2.19133 2.44947 1.72382 1.28886 1.09699 1.42288 0.66879 2.77588 2.59394 4.44088 2.42029 2.3432 3.3848 1.63191 0.643814 0.560883 0.839567 1.33193 threshold=1.8450000000000004 1.8850000000000005 2.9000000000000004 1.8050000000000004 5.5000000000000009 1.5650000000000006 2.7000000000000006 5.5000000000000009 5.5000000000000009 2.3000000000000003 525.00000000000011 475.00000000000006 2.1000000000000005 4.1000000000000005 -1.0000000180025095e-35 1.1000000000000003 0.76500000000000024 -3.1666666666666661 875.00000000000011 7.7000000000000002 5.5000000000000009 4.5000000000000009 6.5000000000000009 1.3 1.6900000000000006 1.5450000000000002 6.1000000000000005 -2.8333333333333326 -2.4999999999999991 1.3 decision_type=2 2 2 2 2 2 2 2 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 -2 4 5 -4 -6 8 -5 12 11 -11 16 -14 -9 -15 26 -18 27 20 21 22 -20 24 -22 -23 -3 -1 29 -29 right_child=1 9 3 7 6 -7 -8 14 -10 10 -12 -13 13 15 -16 -17 17 -19 19 -21 23 25 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0069262066543634131 0.013327127593029366 0.0023536655706422245 -0.0064003079814801828 0.022731629161069064 -0.0061039767417391741 -0.021732746537929101 0.0076717564016025907 -0.01813246144864453 0.0012173963908832528 0.011698389624564182 0.021405992228507777 -0.0083375379865956809 0.0079442061139726409 -0.0029852378611250688 0.0021550995835571485 -0.018524506835242472 -0.015590961418136394 0.00014947418200151867 -0.003932117535939742 -0.015906012312826168 -0.017188347125140252 0.010587774968891722 0.016001942114297979 0.0072520032298145137 0.0089336031959017636 0.025925667552830441 0.018414958301424252 0.0026716278708145075 3.1600166834742136e-05 -0.015337607074518514 leaf_weight=10.590438261628149 7.175748035311698 4.3761350661516172 47.871271923184395 7.3206947892904308 39.193486735224724 19.244704142212868 21.630325824022293 6.3592962920665732 9.5226939655840379 11.054118141531948 8.0664688199758512 10.032694451510906 6.3808476179838207 7.2832833379507091 9.2555963378399593 14.110890887677668 5.1926682740449897 1118.1579353511333 25.426748186349869 6.8510680496692649 14.220365747809412 14.732615523040296 6.9883714094758025 13.019435465335844 6.5073711276054373 10.834499523043631 4.614873930811882 6.8126661181449881 7401.9160771453753 8.0791081041097623 leaf_count=31 24 18 137 22 117 55 65 20 33 34 27 32 19 22 31 44 18 3706 91 23 46 52 26 40 22 34 24 22 22158 24 internal_value=-3.24776e-07 -0.000333349 -0.00369778 -0.00445943 -0.00623672 -0.0107967 -0.00120501 0.00254608 0.0105682 0.000140716 0.00748932 0.00216569 -4.39517e-05 -0.00836899 -0.00610718 -0.0132344 0.000160252 7.67143e-05 5.97155e-05 0.00251447 0.00389025 0.00773899 0.000365464 -0.0027224 -0.00898749 0.0170875 0.0105976 2.71347e-05 1.72835e-05 -0.00709877 internal_weight=8882.82 1356.84 167.574 160.398 127.94 67.116 60.8238 32.4583 16.8434 1189.27 29.1533 21.0868 1160.12 27.775 15.6149 21.3942 1132.34 1123.35 7525.98 98.5805 91.7294 57.9822 32.4151 33.7472 20.7277 25.5671 8.99101 7427.4 7416.81 14.8918 internal_count=27017 4448 504 480 374 192 182 106 55 3944 93 66 3851 85 51 66 3766 3724 22569 334 311 203 117 108 68 86 42 22235 22204 46 is_linear=0 shrinkage=0.03 Tree=1642 num_leaves=22 num_cat=0 split_feature=10 4 0 12 8 6 9 5 5 9 12 6 13 9 5 4 4 4 3 6 10 split_gain=0.197182 1.50688 2.77395 2.6235 1.85654 2.34051 2.22122 2.10411 4.07178 1.55804 1.19694 0.925729 0.475025 1.33957 0.443089 0.45293 2.73057 1.40593 2.43329 1.28708 0.444771 threshold=1.8333333333333339 1.2950000000000006 525.00000000000011 2.9000000000000008 3.1000000000000005 1.7000000000000004 4.7000000000000002 1.3050000000000006 1.0950000000000004 4.5000000000000009 3.3000000000000007 1.9000000000000001 0.70000000000000018 5.9000000000000012 3.2000000000000006 2.4450000000000007 2.475000000000001 2.3450000000000011 1.3 1.7000000000000004 0.83333333333333337 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=12 2 3 -2 -3 7 10 8 -6 -9 -7 -8 13 -1 15 17 -17 20 -19 -18 -14 right_child=1 4 -4 -5 5 6 11 9 -10 -11 -12 -13 14 -15 -16 16 19 18 -20 -21 -22 leaf_value=-0.014030981177091159 0.010179282070279983 0.01744782067235413 0.02372674062733594 -0.014144347653265353 0.0071253197624053461 -0.0073902522649796762 -0.026016023776388904 0.010473273992312194 -0.01460605774544581 0.0012672926898108462 0.0089520992492039941 -0.010125828758258536 9.6458831947406884e-05 0.0071929817139093077 -0.0083202520498563259 0.020312641087878183 0.001460577316895239 -0.016269209728104451 -5.8117396752514949e-05 -0.016747852319953054 -0.00058258824142135533 leaf_weight=7.1872081086039525 11.11936360597611 5.2496274337172499 7.0854850411415091 6.2251356691122046 13.366264287382366 10.247607320547109 6.0457088313996774 21.738951906561852 18.500192895531654 69.257748043164611 6.6516434401273719 7.2644931674003601 6057.777148572728 4.2644263841211796 5.7732907384634009 6.8791111409664145 68.358617716468871 13.079710394144056 22.963316703215241 3.6820240989327422 1013.336353700608 leaf_count=33 34 19 22 21 59 37 25 80 85 269 25 28 21873 18 27 33 406 102 121 29 3671 internal_value=2.41404e-06 0.000975572 0.00791045 0.00144926 -9.45169e-05 -0.000696132 -0.00817726 0.00114332 -0.00549091 0.00346659 -0.000957808 -0.0173434 -2.22756e-05 -0.00612748 -1.25542e-05 -5.87983e-06 0.00225431 -3.09776e-05 -0.00594099 0.000529938 -8.53011e-07 internal_weight=7386.05 182.752 24.43 17.3445 158.322 153.073 30.2095 122.863 31.8665 90.9967 16.8993 13.3102 7203.3 11.4516 7191.85 7186.08 78.9198 7107.16 36.043 72.0406 7071.11 internal_count=27017 704 77 55 627 608 115 493 144 349 62 53 26313 51 26262 26235 468 25767 223 435 25544 is_linear=0 shrinkage=0.03 Tree=1643 num_leaves=12 num_cat=0 split_feature=9 4 9 8 9 0 13 5 9 5 5 split_gain=0.196292 1.19178 0.891559 0.289458 0.266041 4.12141 1.65556 0.793957 0.703592 2.05025 0.456888 threshold=1.5000000000000002 0.95000000000000018 1.7000000000000004 1.1000000000000003 2.1000000000000005 525.00000000000011 3.9000000000000008 1.0350000000000008 2.3000000000000003 0.95000000000000018 0.62500000000000033 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 -4 5 6 -5 -7 9 -6 -10 right_child=2 -3 3 4 8 7 -8 -9 10 -11 -12 leaf_value=-0.0049535398276274976 -0.010913904556250589 0.015039861217735375 0.0058241357649676598 -0.01553790101465459 0.01608485056003018 0.0052277942022586673 0.0057922506447291499 0.02298499093050831 0.0067236244628319265 0.00027009818441438646 -2.2454202651108051e-05 leaf_weight=5.9708043411374074 6.7399711050093165 4.8733356888405979 7.6775120794773093 14.864424709230667 9.5656969882547838 4.7401454299688321 4.2003045827150336 4.3419500701129436 9.0461617717519385 32.255350470542908 7622.7929659709334 leaf_count=27 39 23 22 76 43 24 14 17 55 121 26556 internal_value=-1.93414e-06 0.00403146 -7.60254e-06 1.93223e-06 -3.87161e-06 -0.00291516 -0.0108385 0.0137171 6.80694e-06 0.00388739 -1.44579e-05 internal_weight=7727.07 10.8441 7716.22 7709.48 7701.81 28.1468 19.0647 9.0821 7673.66 41.821 7631.84 internal_count=27017 50 26967 26928 26906 131 90 41 26775 164 26611 is_linear=0 shrinkage=0.03 Tree=1644 num_leaves=28 num_cat=0 split_feature=7 12 0 11 10 6 6 10 4 3 13 0 9 9 10 5 2 7 3 9 5 5 9 4 4 10 13 split_gain=0.194392 2.3622 3.3542 3.74094 2.2459 2.16764 3.57411 4.54585 3.27601 1.2562 0.55179 2.70583 2.71381 2.58683 2.56902 0.518944 2.15722 2.32908 2.25673 1.96712 0.50565 1.8939 2.23902 1.82792 2.60917 2.39658 0.662871 threshold=2.7000000000000006 3.3000000000000007 525.00000000000011 0.50000000000000022 1.1666666666666672 0.70000000000000007 1.3 -0.33333333333333331 1.0750000000000008 1.7000000000000004 4.5000000000000009 200.00000000000003 2.7000000000000006 3.1000000000000005 0.50000000000000022 0.74500000000000033 1.7000000000000004 1.7000000000000004 1.1000000000000003 2.7000000000000006 0.8500000000000002 0.88500000000000023 2.5000000000000004 1.3950000000000007 1.5250000000000006 0.83333333333333337 4.3000000000000016 decision_type=2 2 2 2 2 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 4 3 9 5 -2 7 -7 -8 -3 15 -12 -13 -14 -15 16 18 -18 19 -1 23 22 -22 25 -25 -17 -23 right_child=1 2 -4 -5 -6 6 8 -9 -10 -11 11 12 13 14 -16 20 17 -19 -20 -21 21 26 -24 24 -26 -27 -28 leaf_value=0.012943223132495577 0.015296668163109447 -0.015600278513174047 -0.022555527904507745 0.018762239838203736 0.0162447805252992 0.0023881994112399997 -0.0068811739786470184 -0.015795769258811713 0.0064880726031202058 0.0014437429650822611 -0.016755299325887221 0.013478703456113654 -0.016307886696407745 -0.0029987340593588432 0.006332169537511043 -0.003014198494404069 0.0022862273841614479 0.025484138528102475 -0.014434735711137034 -0.00090666071755183912 -0.010786188051935949 -5.0609798271798479e-05 0.0068187963323898858 0.010698378159843171 -0.0018807515609648034 -0.019688844859095462 0.0023187332408443392 leaf_weight=11.919880986213682 9.5745488405227643 9.157055385410791 8.6569262370467168 6.4251606762409201 9.7959515154361707 26.779975295066833 20.671736925840378 22.999680876731873 81.658114850521088 6.7685503512620917 10.101887270808218 11.22753284871578 10.318267449736593 110.90209556370974 34.917023554444313 73.055693656206131 9.0057394504547101 6.8640634566545478 8.5017850250005704 40.89320033788681 7.2656315565109244 8094.6787867527455 61.839105606079102 20.907838344573975 51.13785021007061 8.6790768504142743 107.68502163141966 leaf_count=38 31 30 28 21 29 78 60 67 240 21 32 33 31 345 105 204 33 34 27 122 22 24637 182 59 167 25 316 internal_value=-2.14792e-07 0.000918655 -0.0067013 -0.000560614 0.00229652 0.00145144 0.000579952 -0.00601333 0.00378734 -0.00835639 -2.16505e-05 -0.00167728 -0.000767197 -0.00179159 -0.000764409 1.29066e-05 0.00246161 0.0123199 -8.99553e-05 0.00221925 -9.52618e-06 2.21632e-05 0.00496782 -0.00171402 0.00176974 -0.00478481 -1.95038e-05 internal_weight=8882.39 202.488 31.0077 22.3508 171.48 161.684 152.11 49.7797 102.33 15.9256 8679.9 177.467 167.365 156.137 145.819 8502.43 77.1847 15.8698 61.3149 52.8131 8425.25 8271.47 69.1047 153.78 72.0457 81.7348 8202.36 internal_count=27017 605 100 72 505 476 445 145 300 51 26412 546 514 481 450 25866 254 67 187 160 25612 25157 204 455 226 229 24953 is_linear=0 shrinkage=0.03 Tree=1645 num_leaves=26 num_cat=0 split_feature=8 13 4 4 4 5 9 4 5 5 5 9 4 10 5 0 9 7 5 10 9 11 5 5 4 split_gain=0.195755 1.26222 1.66111 1.56727 2.08916 1.2644 1.22747 2.0126 1.88785 4.91987 2.2704 3.05294 1.81235 1.51428 0.348381 1.37935 0.420118 2.8611 1.80858 1.40646 0.318932 0.292423 0.443725 0.158303 0.148636 threshold=2.5000000000000004 3.7000000000000006 1.2450000000000008 1.0750000000000008 0.87000000000000033 1.1550000000000007 6.7000000000000002 1.0150000000000006 1.5850000000000006 1.5050000000000006 1.6900000000000006 5.1000000000000005 1.195000000000001 0.50000000000000022 0.62500000000000033 475.00000000000006 1.9000000000000001 1.5000000000000002 1.0950000000000004 0.33333333333333326 10.500000000000002 -3.1666666666666661 3.0650000000000008 1.3650000000000007 1.2150000000000005 decision_type=2 2 2 2 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 5 -3 8 -8 9 13 24 -12 -9 -1 15 -2 17 19 -19 -16 21 -18 -23 -6 -10 right_child=14 2 -4 -5 23 -7 7 12 10 -11 11 -13 -14 -15 16 -17 20 18 -20 -21 -22 22 -24 -25 -26 leaf_value=-0.00603515487855295 -0.015327221468721852 0.0091384265244451469 0.015739233021867641 -0.010181446722331611 0.0094733356901175597 -0.010487062571168746 0.016677386415438127 -0.014971811500238888 -0.025468795118040392 0.017984164027382336 0.0066870665602328889 -0.014250460326775551 0.0085861563058247468 0.0032150214375666272 0.022023828751024422 0.0030942310637596137 -0.0062781229345106838 -0.017825038164323435 0.0053753528052520143 0.0026121495364438202 0.0061115989750375873 1.4821840842091075e-05 0.0072226452142172583 0.015953277376001485 -0.01789442349494395 leaf_weight=60.809087812900543 6.2397991456091395 4.3925638794899013 8.1476883292198163 8.9017864167690259 6.968042388558386 9.0246118232607824 7.6891793757677105 5.8133282139897329 5.0050441622734052 10.730023294687269 11.577169410884382 13.666702695190905 5.9443922340869904 21.579919688403606 7.4927165657281893 8.8420886471867544 6.6355667635798445 6.3237838447093946 5.7954591363668442 6.0893190875649452 7.7354168370366088 7131.7128972662613 7.6951451897621146 6.6133935004472733 4.3654053807258606 leaf_count=238 34 17 30 37 21 33 30 27 21 36 45 64 24 80 22 39 38 25 20 20 28 26015 33 20 20 internal_value=2.33783e-06 -0.000945 0.00351027 0.000734875 0.00433413 -0.004062 -0.00227837 0.00474311 -0.00334737 -0.00112374 -0.00932933 -0.00464824 -0.00306153 -0.00361228 2.75176e-05 -0.00452724 3.70858e-05 0.00386578 -0.00673054 0.0133209 2.33305e-05 1.67401e-05 2.25907e-05 0.0126287 -0.0219401 internal_weight=7385.79 191.228 44.0481 35.9004 26.9986 13.4172 147.18 19.4469 127.733 93.119 34.6143 25.2439 11.7577 82.389 7194.56 15.0819 7179.48 25.7013 12.1192 13.582 7153.78 7146.04 7139.41 13.5814 9.37045 internal_count=27017 743 158 128 91 50 585 81 504 354 150 109 51 318 26274 73 26201 87 45 42 26114 26086 26048 41 41 is_linear=0 shrinkage=0.03 Tree=1646 num_leaves=12 num_cat=0 split_feature=5 5 9 0 5 10 11 5 9 5 3 split_gain=0.197598 0.310721 1.38573 0.767802 0.482237 1.12688 0.374393 1.49167 1.89113 0.32216 0.366877 threshold=3.2350000000000008 2.9150000000000005 8.5000000000000018 475.00000000000006 2.8350000000000004 -1.0000000180025095e-35 -2.8333333333333326 2.1350000000000011 5.9000000000000012 2.7950000000000004 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 -6 7 8 -1 10 -8 right_child=-2 2 -4 -5 5 -7 9 -9 -10 -11 -12 leaf_value=0.0085051420228518786 -0.0054697013646254535 0.019056358541540482 -0.0076881731756988803 0.0027631025439688785 -0.015847269304269052 0.0030290326154531174 9.145409978544313e-07 0.016630358025400832 -0.013172983339882949 0.0063943811289970398 -0.0028781613238462725 leaf_weight=8.1564053557813185 5.9440197646617881 5.0607238039374369 5.7325762361288062 5.35991220921278 5.5544035583734512 5.837978430092333 7625.6334658856504 6.0041440352797499 6.5144270658493033 7.0664426982402793 40.04347887635231 leaf_count=25 21 24 19 23 19 25 26643 25 21 26 146 internal_value=-1.98772e-06 2.22163e-06 0.00415867 0.0106758 -6.49241e-06 -0.00617419 2.64069e-06 0.00403425 -0.0011208 -8.22289e-06 -1.4125e-05 internal_weight=7726.91 7720.96 16.1532 10.4206 7704.81 11.3924 7693.42 20.675 14.6708 7672.74 7665.68 internal_count=27017 26996 66 47 26930 44 26886 71 46 26815 26789 is_linear=0 shrinkage=0.03 Tree=1647 num_leaves=31 num_cat=0 split_feature=4 13 4 9 11 9 5 4 5 5 11 4 5 6 3 12 13 12 8 6 11 2 8 4 7 11 2 0 13 8 split_gain=0.189554 1.37311 3.68172 3.16359 2.33568 2.83566 2.58202 3.16456 2.71921 2.50373 2.17388 2.02547 3.08698 2.08085 1.62441 1.51002 1.38339 2.08651 2.07355 3.11844 1.83373 1.64197 1.30209 1.24666 2.7882 2.95928 3.62067 3.24875 2.4302 2.29308 threshold=1.7100000000000002 2.5000000000000004 1.7200000000000006 7.5000000000000009 0.50000000000000022 8.5000000000000018 1.6750000000000003 1.7650000000000006 1.5250000000000006 1.7500000000000007 0.50000000000000022 2.0050000000000012 1.9250000000000003 1.7000000000000004 1.9000000000000001 2.7000000000000006 2.9000000000000008 1.7000000000000004 4.1000000000000005 1.5000000000000002 -1.8333333333333328 2.7000000000000006 5.1000000000000005 1.6600000000000006 1.7000000000000004 0.33333333333333326 1.5000000000000002 475.00000000000006 3.3000000000000007 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 2 10 16 6 9 8 -8 -4 -6 -2 12 15 14 -13 -5 17 -3 19 -18 -20 -19 -14 -1 25 26 27 -25 -27 -26 right_child=1 3 4 11 5 -7 7 -9 -10 -11 -12 13 22 -15 -16 -17 18 21 20 -21 -22 -23 -24 24 29 28 -28 -29 -30 -31 leaf_value=-1.3979732095414631e-05 -0.0066118888393277113 0.014609814305317249 -0.0016588750122380797 0.013033230248486301 -0.00020192898826546538 -0.015168254673652574 -0.014719204554389931 -0.0031503831599009355 0.0040024728634470048 0.005374926154199087 -0.027049315314051858 0.014850630816073409 0.0132496771735308 -0.013883635848133055 -0.0045448620404398704 -0.0063319262542135485 -0.017538136523124016 0.0004409889017288794 0.013135596812803794 -0.001779081065174114 -0.00037281344301423689 0.0067213191011323671 0.031717673502597431 0.0077293240255761368 -0.0047932088207070537 -0.0018684659312036187 0.010773383257697861 -0.0059811043634940423 0.016727831715305053 0.0085299942659454262 leaf_weight=6515.5124091012403 14.008175730705263 10.863498300313948 354.11514141783118 7.3487834036350268 200.49066691473126 9.1065849475562555 23.6969308629632 208.66596710309386 97.347008906304836 113.44978475011885 7.0372168440371743 9.2793081402778643 6.3209057971835119 6.089820183813571 6.6868666410446158 7.1497371047735214 15.719135016202925 290.84372439980507 9.192856699228285 40.208221927285194 559.20709596574306 43.006658859550953 7.5280763208866119 31.830461978912354 73.126483157277107 86.459024880081415 76.499399483203888 30.419537335634232 6.8237437903881064 13.824320673942564 leaf_count=19561 41 31 1168 21 636 38 77 672 299 359 22 30 26 21 21 21 44 897 29 118 1745 174 25 93 206 257 230 92 22 41 internal_value=-1.83865e-07 -0.0002534 -0.00102711 0.000526741 -0.000767539 0.00133469 -0.00176066 -0.0043302 -0.000438141 0.0018134 -0.0134458 0.00785449 0.0131592 0.00103663 0.00672752 0.00348358 0.000145597 0.00167105 -0.000696661 -0.00620838 -0.000154339 0.00125002 0.0232886 7.56704e-05 0.00190686 0.00362382 0.00640178 0.00102949 -0.000508125 -0.00267495 internal_weight=8881.86 2047.36 1027.92 1019.44 1006.87 323.047 683.825 232.363 451.462 313.94 21.0454 50.4035 28.3475 22.056 15.9662 14.4985 969.041 344.714 624.327 55.9274 568.4 333.85 13.849 6834.5 318.983 232.032 138.749 62.25 93.2828 86.9508 internal_count=27017 6515 3312 3203 3249 1033 2216 749 1467 995 63 165 93 72 51 42 3038 1102 1936 162 1774 1071 51 20502 941 694 415 185 279 247 is_linear=0 shrinkage=0.03 Tree=1648 num_leaves=24 num_cat=0 split_feature=5 5 10 12 5 3 12 12 4 0 5 10 9 12 9 6 10 2 8 8 4 8 11 split_gain=0.194514 1.77865 1.69108 1.63454 2.73135 1.42943 2.38518 1.33339 1.43004 1.04289 0.625621 1.46696 1.41635 0.532774 0.466822 1.31942 1.03911 0.418824 3.6582 0.510222 1.68212 0.807971 0.000937568 threshold=2.5050000000000012 2.6050000000000009 -0.66666666666666663 3.3000000000000007 2.5350000000000006 1.9000000000000001 3.5000000000000004 3.7000000000000006 1.1750000000000005 350.00000000000006 2.475000000000001 -0.33333333333333331 7.1000000000000005 3.3000000000000007 9.5000000000000018 1.1000000000000003 0.50000000000000022 1.0000000180025095e-35 4.3000000000000016 8.7000000000000011 1.4650000000000005 7.5000000000000009 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 left_child=10 2 22 -4 -5 -3 13 -8 -9 -6 14 -12 -13 -7 17 -16 -17 18 -1 21 -21 -19 -2 right_child=1 5 3 4 9 6 7 8 -10 -11 11 12 -14 -15 15 16 -18 19 -20 20 -22 -23 -24 leaf_value=-0.01784783136021581 -0.022092421944420584 0.014435021715873573 0.01116863338212909 0.0080512147865685179 -0.005125223810703905 -0.023565390996375349 0.01564273234963973 0.013474297925988976 -0.0015059805068239169 -0.02320649905617125 -0.0073955810832387935 0.022388172684167536 0.0023518143334725762 -0.0072185956190608308 0.0041356237482368576 -0.017495073537799763 -0.00048617661019239022 -4.1947397454683392e-06 0.008250178893834087 0.01594032663186408 -0.0045599127411352488 0.0018279007928745756 -0.022875276150936399 leaf_weight=9.3721248954534548 2.595550678670409 6.6893889941275111 4.9912941306829479 6.1911623775959042 4.6028770506381971 4.0485449247062197 5.7338173910975447 6.5690155476331702 45.186000540852547 7.629845391958952 5.5271189659833935 5.6224239841103536 7.2951420769095421 3.2228342890739441 9.7315807491540927 7.7512267231941205 5.5451992452144623 6950.08729148563 9.9826019555330259 3.9043593257665625 46.566164191812277 223.61204424500465 2.9323257058858871 leaf_count=34 22 31 24 29 23 27 21 35 204 48 24 20 27 18 35 37 21 24973 37 13 278 1017 19 internal_value=2.33406e-06 -0.00130918 -0.00758317 -0.00405978 -0.00818537 0.00123231 -0.000131465 0.00191613 0.000395394 -0.016403 2.04077e-05 0.00553853 0.0110727 -0.0163201 6.40111e-06 -0.00425821 -0.0104016 1.99588e-05 -0.00438724 3.17664e-05 -0.00297403 5.29137e-05 -0.0225077 internal_weight=7385.39 100.393 28.9431 23.4152 18.4239 71.4496 64.7602 57.4888 51.755 12.2327 7285 18.4447 12.9176 7.27138 7266.55 23.028 13.2964 7243.52 19.3547 7224.17 50.4705 7173.7 5.52788 internal_count=27017 501 165 124 100 336 305 260 239 71 26516 71 47 45 26445 93 58 26352 71 26281 291 25990 41 is_linear=0 shrinkage=0.03 Tree=1649 num_leaves=26 num_cat=0 split_feature=9 11 5 8 10 7 12 8 12 10 2 4 3 8 5 4 7 10 10 8 10 8 3 8 5 split_gain=0.198162 1.40214 1.57714 1.1885 1.4848 3.12642 1.28474 1.88973 1.23287 1.0368 3.01923 2.06108 2.09143 1.74249 2.41483 2.36325 2.22147 0.460202 0.618835 0.396463 1.64042 2.70596 0.896131 0.591841 0.44885 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 4.1000000000000005 -0.49999999999999994 1.1000000000000003 3.3000000000000007 5.7000000000000002 4.3000000000000016 0.50000000000000022 0.90000000000000013 1.0950000000000009 1.1000000000000003 7.7000000000000002 1.9500000000000004 1.4550000000000007 0.70000000000000007 3.1666666666666674 2.8333333333333344 9.3000000000000025 0.33333333333333326 9.9000000000000021 1.9000000000000001 9.1000000000000014 2.8250000000000006 decision_type=2 2 2 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 9 -3 4 -4 -6 7 -5 -8 13 -11 -12 -13 14 15 -2 -16 18 19 23 22 -22 -21 24 -1 right_child=1 2 3 6 5 -7 8 -9 -10 10 11 12 -14 -15 16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 leaf_value=-1.7174784581674655e-05 -0.0036232315528351654 -0.0078187440942877606 -0.011737719573502288 0.016240428358553133 0.014616215846823578 -0.0085557433783180134 -0.0011058927189047535 0.0018735949262272105 0.0084904187158861399 0.018578373581005055 0.026575545875634005 -0.018355449120084754 0.00060859620492730536 0.013149343771796577 0.0092708134628265559 -0.016909193299590161 -0.00269157585146326 0.0084490249648522617 -0.0093512188898002887 -0.015928359265473382 -0.010422484657221129 0.023577821639527107 -0.00030749593583057972 0.008300676415156567 -0.0049740508243130708 leaf_weight=7354.6681844159029 39.194643706083298 10.638268962502478 8.2381427139043826 20.73444376885891 10.724235445261003 10.248194769024847 28.318935200572014 13.673844985663889 20.972178854048252 8.8727411329746229 2.410018950700759 6.0276887714862815 39.743290722370148 6.2279902175068846 19.360032394528389 17.398031987249851 50.198545232415199 5.7521601095795623 6.4181732609868041 9.018636157736184 4.2334467163309437 4.1934617012739182 5.2173590995371333 7.686379672959446 16.477821208536625 leaf_count=25700 118 38 26 62 34 30 91 42 75 28 7 25 130 22 69 63 154 31 32 63 31 18 23 39 66 internal_value=-2.01961e-06 0.000737404 0.00322378 0.0042642 -0.000945897 0.00329322 0.00608249 0.0105311 0.00297711 -0.00088421 0.00249651 -0.000465033 -0.00188882 -0.00234126 -0.00310602 -0.00770768 0.00063788 -3.32357e-05 -3.98221e-05 -3.17478e-05 -0.00399361 0.006497 -0.0102035 -1.95795e-05 -2.82556e-05 internal_weight=7726.65 312.981 123.548 112.91 29.2106 20.9724 83.6994 34.4083 49.2911 189.433 57.0537 48.181 45.771 132.379 126.151 56.5927 69.5586 7413.67 7407.91 7401.5 22.6629 8.42691 14.236 7378.83 7371.15 internal_count=27017 1014 398 360 90 64 270 104 166 616 190 162 155 426 404 181 223 26003 25972 25940 135 49 86 25805 25766 is_linear=0 shrinkage=0.03 Tree=1650 num_leaves=28 num_cat=0 split_feature=7 12 0 11 10 6 6 10 4 3 13 0 9 9 10 5 2 7 3 9 5 5 9 4 4 10 8 split_gain=0.189977 2.26093 3.20462 3.59457 2.1607 2.0885 3.42276 4.34903 3.14839 1.20152 0.529017 2.61717 2.60968 2.48887 2.46626 0.495821 2.08762 2.29406 2.16946 1.90455 0.48639 1.81999 2.14475 1.75529 2.50367 2.31173 0.665606 threshold=2.7000000000000006 3.3000000000000007 525.00000000000011 0.50000000000000022 1.1666666666666672 0.70000000000000007 1.3 -0.33333333333333331 1.0750000000000008 1.7000000000000004 4.5000000000000009 200.00000000000003 2.7000000000000006 3.1000000000000005 0.50000000000000022 0.74500000000000033 1.7000000000000004 1.7000000000000004 1.1000000000000003 2.7000000000000006 0.8500000000000002 0.88500000000000023 2.5000000000000004 1.3950000000000007 1.5250000000000006 0.83333333333333337 1.9000000000000001 decision_type=2 2 2 2 2 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 4 3 9 5 -2 7 -7 -8 -3 15 -12 -13 -14 -15 16 18 -18 19 -1 23 22 -22 25 -25 -17 -23 right_child=1 2 -4 -5 -6 6 8 -9 -10 -11 11 12 13 14 -16 20 17 -19 -20 -21 21 26 -24 24 -26 -27 -28 leaf_value=0.012743904534921479 0.015045516994005846 -0.015208772085420447 -0.021998673967143431 0.018458974837025348 0.015952004195576106 0.0023515652059148545 -0.0067467457088856465 -0.015425359560232603 0.0063657402389191708 0.0014451415871469275 -0.016512185099435372 0.013220792523017905 -0.016013327434185026 -0.0029392675699595147 0.0062009756701520598 -0.0029547221507321337 0.0022272260762140547 0.025359587383123043 -0.014179280020877762 -0.00090387909063015411 -0.0105423012295444 -0.0038994437072567773 0.0066845713803968089 0.010483220597951868 -0.0018417703480828156 -0.019353827866385082 -3.7061120723937193e-07 leaf_weight=11.874902516603468 9.5398765876889211 9.196449160575872 8.6909150108695012 6.402292162179946 9.7782519236206991 26.772580564022064 20.65161520242691 23.048656418919563 81.587406039237976 6.7683403044939032 10.050011351704596 11.226232096552847 10.291166737675665 110.82890479266644 34.945811629295349 73.042603582143784 8.9954190999269468 6.7564583495259276 8.4813821464776975 40.89331191778183 7.2695637792348853 39.59486723318696 61.794008992612362 20.891308397054672 51.156574815511703 8.6528866589069349 8162.3781182449311 leaf_count=38 31 30 28 21 29 78 60 67 240 21 32 33 31 345 105 204 33 34 27 122 22 132 182 59 167 25 24821 internal_value=-1.70028e-07 0.000908322 -0.0065392 -0.000532288 0.002258 0.00142939 0.000575145 -0.00587252 0.0037171 -0.00814827 -2.13602e-05 -0.00164305 -0.000749789 -0.00175473 -0.000748125 1.24673e-05 0.00240886 0.0121494 -9.61619e-05 0.0021674 -9.4355e-06 2.16425e-05 0.00487129 -0.00168136 0.00173204 -0.00469166 -1.91933e-05 internal_weight=8881.56 202.436 31.058 22.3671 171.378 161.6 152.06 49.8212 102.239 15.9648 8679.12 177.342 167.292 156.066 145.775 8501.78 77.0015 15.7519 61.2496 52.7682 8424.78 8271.04 69.0636 153.743 72.0479 81.6955 8201.97 internal_count=27017 605 100 72 505 476 445 145 300 51 26412 546 514 481 450 25866 254 67 187 160 25612 25157 204 455 226 229 24953 is_linear=0 shrinkage=0.03 Tree=1651 num_leaves=15 num_cat=0 split_feature=5 5 5 11 10 4 9 9 9 5 10 9 6 5 split_gain=0.191592 0.337585 0.276678 2.51547 1.87857 1.49737 1.38426 1.65035 0.654693 0.603677 1.41183 0.447163 1.26417 0.40629 threshold=3.2000000000000006 3.0050000000000008 2.5050000000000012 1.0000000180025095e-35 -0.83333333333333315 1.2050000000000007 8.3000000000000025 5.1000000000000005 8.9000000000000021 2.475000000000001 1.0000000180025095e-35 9.5000000000000018 1.1000000000000003 2.3650000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 -4 -6 7 -5 -8 11 -11 13 -13 -1 right_child=-2 -3 3 6 5 -7 8 -9 -10 10 -12 12 -14 -15 leaf_value=4.0216047692904716e-05 -0.0052936209320944864 0.0061352162387224522 -0.023702067933823623 0.018169156244503104 0.0074999978108571735 -0.0077529386216028022 0.021461959296306902 -0.0017074805951348951 0.0049915031249429271 -0.0034351109147546543 0.013191727460527793 0.0040167325528402218 -0.010229655883734501 -0.0024069410434720785 leaf_weight=7181.920290117152 6.1429769694805136 8.0804858766496164 5.3341858163475981 4.2546517848968497 7.3003438562154761 28.044451974332333 4.726003482937811 32.30582781881094 4.0192908942699432 8.6137710399925727 9.8547125905752164 9.748303525149824 13.19175638258457 61.583386391401291 leaf_count=26085 28 37 34 15 41 143 22 163 18 38 33 35 58 267 internal_value=2.2757e-06 6.68452e-06 -3.40037e-08 -0.00169184 -0.007107 -0.0046025 0.00317031 0.000605623 0.0138922 1.99346e-05 0.00543691 6.16671e-06 -0.0041757 1.94106e-05 internal_weight=7385.12 7378.98 7370.9 85.9848 40.679 35.3448 45.3058 36.5605 8.74529 7284.91 18.4685 7266.44 22.9401 7243.5 internal_count=27017 26989 26952 436 218 184 218 178 40 26516 71 26445 93 26352 is_linear=0 shrinkage=0.03 Tree=1652 num_leaves=31 num_cat=0 split_feature=13 6 5 5 5 8 5 10 10 10 8 2 4 4 2 5 5 2 0 4 4 4 9 5 4 2 5 10 4 8 split_gain=0.196716 1.38284 2.55159 1.40978 4.24021 3.67938 2.7396 1.60757 3.30793 1.38954 1.82355 3.73105 1.69155 3.5896 3.13853 1.38601 2.41429 4.95801 2.24929 1.89086 2.83789 2.42224 0.775354 3.106 3.11434 7.54293 3.06427 2.41523 5.32635 4.10736 threshold=2.3000000000000007 1.5000000000000002 2.3950000000000009 1.1550000000000007 1.2950000000000006 5.1000000000000005 1.3750000000000007 -0.33333333333333331 0.33333333333333326 -1.0000000180025095e-35 2.1000000000000005 1.3 0.89000000000000024 1.0750000000000008 0.90000000000000013 1.8450000000000004 1.7800000000000005 1.1000000000000003 925.00000000000011 1.7650000000000006 1.7150000000000005 1.8050000000000004 6.5000000000000009 1.3350000000000006 1.2050000000000007 1.3 1.1750000000000005 1.0000000180025095e-35 0.98000000000000043 3.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 7 5 -5 -6 -3 -9 15 11 -11 14 -14 -12 16 18 -18 -1 20 -17 -21 -2 24 -24 -26 -27 28 -25 -30 right_child=22 2 -4 4 6 -7 -8 8 -10 10 12 -13 13 -15 -16 19 17 -19 -20 21 -22 -23 23 27 25 26 -28 -29 29 -31 leaf_value=0.00082761331558164691 -5.3893943421396133e-05 -0.025846060811658206 0.012197591135585339 -0.0044159012155114757 -0.018980197936787326 0.024743337778499068 -0.0031980565502502489 0.0092114466062727801 -0.022047042227350256 -0.026304928570448197 -2.4850806177692363e-05 0.0050013082837821179 -0.0059224486463928024 -0.00026784129840998525 0.016948908633409376 -0.0019537229162199243 0.019740978860827593 -0.0013793331352933229 0.014033428447870122 0.021089325126060647 -0.021402185625634743 0.0013652838952568256 -0.0016403846584532018 0.0086494631749195073 0.021513674848023068 -0.015912843063824938 0.0061428873839233069 0.0023515455930937365 -0.0092796200993145537 -0.00089805767339414617 leaf_weight=713.86116939224303 4423.9967554053292 5.138772681355479 9.6425892710685712 6.9400041103363028 10.786017060279844 8.8752856552600843 120.39465679228306 6.3262818753719312 5.8779231309890747 7.2685652226209623 32.933678925037384 6.4812824875116348 111.03472690284252 1122.2019281024113 13.960038304328917 179.97062151134014 18.965556755661964 21.169143475592136 11.799853941425679 6.1399773955345145 7.0157779306173316 64.147758986800909 27.93111290037632 44.679539814591408 27.977002426981926 8.3409264273941535 17.699414927512407 308.04449732229114 63.24526834487915 313.23317813500762 leaf_count=2627 15580 21 43 22 34 29 361 23 22 22 102 21 338 4171 41 532 54 73 88 20 21 246 84 132 89 35 68 953 189 976 internal_value=-1.97983e-06 -0.000221435 -0.00280092 -0.00368096 -0.00272655 0.0119478 -0.00449571 -0.0117704 -0.00584361 -2.77389e-05 -0.000681025 -0.0115481 -0.000564302 -0.000776955 0.00502816 0.000798474 0.00143849 0.00860102 0.00104235 -0.00110659 -0.00268343 0.00308828 0.000102439 0.000955074 0.00649272 0.0106982 -0.000921737 0.000332749 -0.00114385 -0.00230609 internal_weight=7726.08 2490.93 173.982 164.339 146.996 15.8153 131.181 17.343 12.2042 2316.95 1293.88 13.7498 1280.13 1233.24 46.8937 1023.07 765.796 40.1347 725.661 257.274 186.986 70.2877 5235.15 811.151 81.9485 54.0173 26.0403 729.202 421.158 376.478 internal_count=27017 8911 555 512 446 51 395 66 45 8356 4695 43 4652 4509 143 3661 2842 127 2715 819 553 266 18106 2526 276 192 103 2250 1297 1165 is_linear=0 shrinkage=0.03 Tree=1653 num_leaves=31 num_cat=0 split_feature=13 6 2 2 4 0 11 2 10 5 5 4 7 2 12 11 8 9 5 5 9 6 5 10 10 13 10 4 4 5 split_gain=0.190361 1.85913 2.62694 4.08916 3.77513 2.70705 1.98657 1.92087 3.13394 3.27697 4.96468 4.03199 2.6729 2.63021 3.36164 3.06413 2.86887 3.52714 2.47556 2.44872 2.32439 1.28729 3.26794 4.64701 2.86872 4.99091 4.30076 3.40149 2.77308 2.76803 threshold=3.7000000000000006 1.3 1.3 0.70000000000000007 1.3150000000000006 350.00000000000006 -0.33333333333333331 1.5000000000000002 1.0000000180025095e-35 1.0350000000000008 1.1150000000000009 1.5750000000000008 3.1000000000000005 0.90000000000000013 1.7000000000000004 1.5000000000000004 5.3000000000000016 6.1000000000000005 1.3050000000000006 0.9650000000000003 5.1000000000000005 2.3000000000000003 1.9750000000000003 0.50000000000000022 0.83333333333333337 3.3000000000000007 1.1666666666666672 0.81500000000000028 1.8200000000000007 2.0750000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 3 -2 -4 -6 -5 13 12 11 -11 -10 20 16 19 -16 17 -3 -18 -15 -9 -1 24 29 27 -26 -27 -23 -29 -24 right_child=1 7 4 6 5 -7 -8 8 9 10 -12 -13 -14 14 15 -17 18 -19 -20 -21 -22 22 23 -25 25 26 -28 28 -30 -31 leaf_value=7.9135854703665899e-06 0.006782828234643175 -0.0004741585144476258 0.026871145040667753 -0.0053756282047996524 -0.017298077642701803 0.0033602777883839146 -0.021106074053931185 -0.0023517011097819269 -0.02425490793541861 0.023551749671054851 0.0017369626989181205 0.0031223595321308471 0.012895895339910224 0.00089861567085152035 0.0014587823041220199 0.013139917342433145 -0.010902730925108701 0.0090415638668296574 -0.00084452027764352826 0.015612587783514976 -0.010139175642322701 0.016431224497244139 0.03421104440740308 -0.012939545273681755 0.024730357015699429 0.0093681225332274114 -0.022287473867999431 -0.0073950744798270971 0.012227296572605972 0.0082297697463953098 leaf_weight=7472.3614954864606 10.489451467990873 226.4225472509861 4.7031972110271445 11.874660521745684 7.7461520582437542 21.705797404050827 18.454645097255707 91.594667792320251 9.13279837369919 10.20537346601486 117.41183716803789 10.303833231329916 7.6574031710624686 15.417475089430807 412.22791404649615 21.252572983503342 38.838102236390114 41.480040796101093 50.866353303194046 29.961304187774658 55.334567785263062 6.1019321531057349 5.2443735748529496 7.0052098110318175 8.1704073548316956 9.0424241721630079 6.7431288361549386 134.16544714570045 6.8109390139579764 12.456268735229967 leaf_count=22753 29 683 14 33 26 69 51 272 27 30 345 33 24 44 1194 63 110 140 151 85 170 19 19 33 26 28 22 437 20 67 internal_value=2.45455e-07 0.000349445 -0.00422636 -0.00936312 0.00191257 -0.00207307 -0.0149472 0.00065088 -0.0014015 0.00173373 0.00348146 -0.00974155 -0.00438396 0.001391 0.00284475 0.00203148 -0.000555679 0.000999185 -0.00519929 0.0106135 -0.00528452 -5.49973e-05 -0.00245661 0.00774244 -0.00392986 0.00569713 -0.00415423 -0.0054979 -0.00644707 0.0159275 internal_weight=8881.18 1213.08 74.9739 40.8188 34.1551 29.4519 30.3293 1138.11 301.64 147.054 127.617 19.4366 154.587 836.466 478.859 433.48 357.607 267.903 89.7045 45.3788 146.929 7668.1 195.74 24.7059 171.034 23.956 15.7856 147.078 140.976 17.7006 internal_count=27017 3593 222 113 109 95 84 3371 901 435 375 60 466 2470 1386 1257 1084 823 261 129 442 23424 671 119 552 76 50 476 457 86 is_linear=0 shrinkage=0.03 Tree=1654 num_leaves=31 num_cat=0 split_feature=8 13 4 4 4 8 8 5 5 5 10 7 0 2 11 13 4 4 0 6 2 12 12 4 6 11 0 5 11 2 split_gain=0.193442 1.22051 1.58837 1.50941 1.99449 1.22607 1.20047 1.53296 1.72109 7.09922 1.56086 1.53108 1.60642 3.11964 1.24192 0.323856 1.87932 3.62684 5.37315 2.99252 2.86269 2.49174 3.3096 3.9002 2.41304 2.24228 2.36465 2.13112 2.00782 1.49401 threshold=2.5000000000000004 3.7000000000000006 1.2450000000000008 1.0750000000000008 0.87000000000000033 1.9000000000000001 2.3000000000000003 2.1250000000000009 1.5050000000000006 1.5850000000000006 -1.0000000180025095e-35 1.7000000000000004 525.00000000000011 0.90000000000000013 1.0000000180025095e-35 3.9000000000000008 1.2750000000000006 1.2350000000000005 475.00000000000006 2.3000000000000003 1.1000000000000003 1.9000000000000001 2.1000000000000005 1.5150000000000008 1.3 0.50000000000000022 350.00000000000006 1.4750000000000008 -0.83333333333333315 0.90000000000000013 decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 7 8 10 -10 -1 12 13 -8 -14 -2 17 20 -19 -20 28 25 23 -23 -24 26 -18 -22 -17 -27 right_child=15 2 -4 -5 -6 -7 11 -9 9 -11 -12 -13 14 -15 -16 16 21 18 19 -21 27 22 24 -25 -26 29 -28 -29 -30 -31 leaf_value=0.0027289992547318382 9.1973208958903466e-05 0.0055312799658861871 0.015355235612967743 -0.010032597527013029 0.012326179587209609 -0.012640618332132527 0.003707684475671511 -0.015754973541808957 0.028632939018635933 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32.933143489062786 23.761391535401344 163.57373403757811 5.6968594044446945 leaf_count=102 23809 25 30 37 41 25 47 29 29 109 110 34 27 73 25 118 76 55 29 33 143 76 65 51 1009 28 124 85 553 20 internal_value=2.04374e-06 -0.000940223 0.00343926 0.000716491 0.00424019 -0.00397845 -0.00225332 -0.000281076 0.000646649 0.00582834 -0.00265027 -0.00598113 -0.00372176 -0.00776679 0.00463175 2.70632e-05 -0.000597135 0.00120747 0.01046 -0.00139899 7.59314e-06 -0.00198031 -0.000878832 0.0078489 -0.00195316 -0.00728783 -0.00448818 -0.00549414 0.00180688 -0.0182215 internal_weight=7384.85 191.014 44.0608 35.8656 27.011 13.3956 146.953 96.1067 90.6706 35.2574 55.4132 50.8464 42.7869 28.8277 13.9593 7193.83 677.618 294.017 33.7515 17.0328 260.266 383.6 317.673 34.8176 282.856 65.927 52.4872 64.1407 196.125 13.4398 internal_count=27017 743 158 128 91 50 585 379 350 138 212 206 172 120 52 26274 2465 1016 117 62 899 1449 1201 127 1074 248 200 228 671 48 is_linear=0 shrinkage=0.03 Tree=1655 num_leaves=20 num_cat=0 split_feature=4 0 3 5 9 6 12 4 9 10 6 8 8 13 9 8 4 10 11 split_gain=0.194872 0.88401 0.805551 1.30489 1.02422 0.985014 0.451456 0.331961 0.758136 1.27863 0.583143 0.324623 1.37766 1.47482 0.793479 0.592627 0.534315 0.214938 0.00196506 threshold=2.7150000000000003 875.00000000000011 1.9000000000000001 2.0750000000000011 3.7000000000000006 1.3 6.5000000000000009 2.5850000000000013 5.1000000000000005 1.1666666666666672 0.70000000000000007 9.3000000000000025 9.9000000000000021 2.7000000000000006 5.5000000000000009 9.1000000000000014 2.5350000000000006 -0.49999999999999994 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 4 -4 -2 18 7 11 9 17 -10 15 14 -14 -13 16 -1 -9 -6 right_child=1 -3 3 -5 5 -7 -8 8 10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 leaf_value=-1.2642907264987789e-06 0.013297158834554975 -0.022454644460937929 0.017652237996496074 -0.0057037312205736462 -0.020911225026715378 0.0038177264388697106 0.008294840966345321 -0.0075635956071628358 0.016455718116125895 0.012990689601681165 0.0029631077546681166 -0.02335259682971071 -0.0049897646555749145 0.016370595541190493 -0.0046642950240385842 0.008281961681135994 -0.0081873037948624206 -0.021885684298522345 -0.022205465483855377 leaf_weight=7647.4206748949364 1.6486140210181535 1.9013283420354117 4.1344137117266637 4.4919714480638504 2.2688316847197711 2.0484717488288879 5.9080945253372184 1.7545378655195238 4.8659109063446504 2.3254515901207924 7.0738878436386585 3.8077697204425949 8.4010713174939138 4.4501296654343596 4.4162096492946148 7.7671296074986449 7.1829042769968501 2.0390726700425175 1.9748070649802683 leaf_count=26476 22 35 20 27 46 18 26 20 26 12 38 27 37 18 25 34 62 24 24 internal_value=-2.23568e-06 -0.00308018 -0.000856668 0.00549021 -0.00775158 -0.0132666 5.13967e-06 -1.21965e-06 0.00406143 -0.00452486 0.00846185 -1.07683e-05 -0.00372893 0.00240693 -0.0133171 -5.41623e-07 -8.94588e-06 -0.0152617 -0.0215135 internal_weight=7725.88 18.4684 16.5671 8.62639 7.94072 6.29211 7707.41 7701.5 18.0589 6.11906 11.9398 7683.45 21.0752 12.8512 8.22398 7662.37 7654.6 3.79361 4.24364 internal_count=27017 192 157 47 110 88 26825 26799 120 56 64 26679 107 55 52 26572 26538 44 70 is_linear=0 shrinkage=0.03 Tree=1656 num_leaves=31 num_cat=0 split_feature=7 12 0 11 10 6 6 10 4 3 13 0 9 9 10 6 5 4 4 10 9 8 8 10 4 9 8 8 11 4 split_gain=0.188244 2.162 3.06983 3.45771 2.09909 2.0018 3.17868 4.14527 3.01099 1.14766 0.517733 2.51748 2.50674 2.40547 2.34316 0.491951 3.00099 2.95004 3.21987 2.86715 2.79191 2.838 2.36454 0.446208 4.28566 4.58776 3.67269 0.777174 2.3226 1.53206 threshold=2.7000000000000006 3.3000000000000007 525.00000000000011 0.50000000000000022 1.1666666666666672 0.70000000000000007 1.3 -0.33333333333333331 1.0750000000000008 1.7000000000000004 4.5000000000000009 200.00000000000003 2.7000000000000006 3.1000000000000005 0.50000000000000022 2.7000000000000006 1.6250000000000002 1.4250000000000005 1.5850000000000006 0.50000000000000022 6.1000000000000005 4.1000000000000005 4.9000000000000012 -1.4999999999999996 1.0150000000000006 4.7000000000000002 3.5000000000000004 3.5000000000000004 -0.33333333333333309 0.65500000000000025 decision_type=2 2 2 2 2 2 2 2 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 4 3 9 5 -2 7 -7 -8 -3 15 -12 -13 -14 -15 23 17 19 -19 -17 22 -22 -18 24 25 -1 -26 28 -25 -29 right_child=1 2 -4 -5 -6 6 8 -9 -10 -11 11 12 13 14 -16 16 20 18 -20 -21 21 -23 -24 27 26 -27 -28 29 -30 -31 leaf_value=0.0026726971001123203 0.014769858307334139 -0.01481042276183986 -0.021467984106025292 0.018176787478254634 0.015733083514070101 0.0024005690891342932 -0.0066305091882215049 -0.014947504660713765 0.0061992136386839541 0.001454182988753207 -0.016249191218877891 0.012944231208973044 -0.015771224263255213 -0.002885477377389012 0.0060217020363614203 0.004761003285282105 -0.019816693006557862 0.025159396665695985 0.0037485417559384835 -0.013538403806187115 0.022694867378028859 -0.0041792138366239457 -0.00081510282738341976 -0.0023949323152899341 0.0096276906000773051 -0.023859034224022153 0.00062569694830527656 0.011647963811480406 0.00034906632099342437 3.6788288592926392e-05 leaf_weight=10.910626843571665 9.4996491149067861 9.2377647161483853 8.7226496264338476 6.3849668204784384 9.765365391969679 26.763279274106026 20.632898673415184 23.09226356446743 81.467499867081642 6.7630747705698004 9.9974883496761304 11.22067306935787 10.267623990774153 110.75046803057194 34.974664062261581 39.943282939493656 13.005241569131615 11.926746740937235 13.450262337923048 9.5477718561887723 5.4068122133612624 10.224446054548023 10.779047995805739 475.0664921849966 45.298479579389095 12.685230925679205 409.79380664229393 10.242926288396118 667.95917255152017 6755.0637058876455 leaf_count=32 31 30 28 21 29 78 60 67 240 21 32 33 31 345 105 126 56 34 38 32 23 44 36 1472 137 42 1257 32 2082 20423 internal_value=2.3559e-07 0.000904817 -0.00637061 -0.00048791 0.00222666 0.00140975 0.00057453 -0.00563477 0.00360653 -0.00793586 -2.08537e-05 -0.00162576 -0.000751441 -0.00173658 -0.000747716 1.26008e-05 0.00196762 0.00549496 0.0138113 0.0012307 -0.0047324 0.00511646 -0.0112052 -1.40388e-05 0.000875371 -0.0115909 0.00152173 -6.78744e-05 -0.0007914 5.4368e-05 internal_weight=8880.84 202.329 31.1085 22.3858 171.221 161.456 151.956 49.8555 102.1 16.0008 8678.51 177.211 167.213 155.993 145.725 8501.3 114.284 74.8681 25.377 49.4911 39.4155 15.6313 23.7843 8387.02 478.688 23.5959 455.092 7908.33 1143.03 6765.31 internal_count=27017 605 100 72 505 476 445 145 300 51 26412 546 514 481 450 25866 389 230 72 158 159 67 92 25477 1468 74 1394 24009 3554 20455 is_linear=0 shrinkage=0.03 Tree=1657 num_leaves=24 num_cat=0 split_feature=10 8 5 9 9 5 13 0 13 7 12 8 4 7 13 9 5 4 4 4 3 6 10 split_gain=0.192364 1.47475 3.01529 3.95961 3.98689 5.25216 3.07565 2.78861 2.53416 3.08874 2.74423 2.98885 2.44795 2.31511 0.459926 1.2888 0.429947 0.437776 2.59793 1.35456 2.37082 1.24366 0.417334 threshold=1.8333333333333339 4.9000000000000012 2.2050000000000005 4.5000000000000009 3.5000000000000004 1.2950000000000006 2.7000000000000006 475.00000000000006 1.7000000000000004 0.70000000000000007 2.3000000000000007 3.1000000000000005 1.4950000000000008 0.90000000000000013 0.70000000000000018 5.9000000000000012 3.2000000000000006 2.4450000000000007 2.475000000000001 2.3450000000000011 1.3 1.7000000000000004 0.83333333333333337 decision_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=14 8 3 4 6 -6 -3 13 -2 -10 -11 -12 -9 -5 15 -1 17 19 -19 22 -21 -20 -16 right_child=1 2 -4 7 5 -7 -8 12 9 10 11 -13 -14 -15 16 -17 -18 18 21 20 -22 -23 -24 leaf_value=-0.013851685320438152 0.020101734402073097 -0.02568357040307594 0.015311251887509439 0.0013820091310438826 -0.0080599514327178053 0.024401462488001735 0.0053359265171173034 0.015569444103216179 -0.01772420479849271 0.021917086362524645 0.020276293317218815 -0.00049781616460290183 -0.0054663902019387806 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-6.45904e-06 0.00221507 -3.11441e-05 -0.00584592 0.000525658 -1.63886e-06 internal_weight=7384.54 182.692 103.548 94.6581 31.9469 20.2755 11.6715 62.7112 79.143 71.185 64.8393 57.8181 37.4452 25.266 7201.85 11.407 7190.45 7184.7 78.9572 7105.75 35.8738 72.0162 7069.87 internal_count=27017 704 428 397 132 82 50 265 276 248 223 200 163 102 26313 51 26262 26235 468 25767 223 435 25544 is_linear=0 shrinkage=0.03 Tree=1658 num_leaves=31 num_cat=0 split_feature=4 4 12 9 8 10 2 2 0 2 0 4 8 13 11 0 12 5 4 3 4 9 2 9 5 8 11 4 9 3 split_gain=0.196155 2.16666 3.78206 3.39796 3.07827 2.45572 3.30779 2.46922 2.33959 2.14961 2.72128 2.25083 1.93495 1.62575 1.48505 2.71122 4.86445 3.50592 5.56328 3.68143 2.99019 3.47429 2.72003 2.27484 2.95069 2.1086 2.06379 3.1873 3.84703 2.87924 threshold=1.0950000000000009 1.1350000000000007 2.5000000000000004 4.9000000000000012 4.9000000000000012 -0.33333333333333331 1.3 1.3 575.00000000000011 0.90000000000000013 575.00000000000011 1.1150000000000007 6.1000000000000005 3.9000000000000008 -0.66666666666666663 350.00000000000006 1.3000000000000003 1.4750000000000008 1.0750000000000008 1.5000000000000002 1.0050000000000006 4.7000000000000002 0.50000000000000011 3.7000000000000006 1.2650000000000006 2.7000000000000006 -0.33333333333333331 1.0350000000000008 3.3000000000000003 0.50000000000000011 decision_type=2 2 2 2 2 2 2 2 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 9 5 8 6 -4 -7 -5 10 12 -12 -2 -11 15 16 -1 23 19 -19 22 -22 -18 24 -17 -25 29 -28 -29 -16 right_child=1 -3 3 4 -6 7 -8 -9 -10 13 11 -13 -14 -15 26 17 20 18 -20 -21 21 -23 -24 25 -26 -27 27 28 -30 -31 leaf_value=-0.018908680976966942 -0.0056946713273130041 5.0174437371054722e-05 -0.013045346684623921 -0.0032233679028239393 0.010613515188505828 0.019831520929508198 0.01454366939005635 0.0034363158385956652 -0.020418485419851688 -0.007403881567546137 0.019433344845380798 -0.0040699849586315435 0.009657978590044582 -0.020783407783593534 0.0075904553670556275 -0.0066332812142286673 0.0089964188807676176 -0.0039931614600097901 -0.019143513233137083 0.007598176211667901 -0.0038186444167898075 0.012987083268745512 -0.0054399453432494582 0.021221645102380268 0.010829444353289265 0.0078602236739465786 -0.00083708138135291728 0.014904246114894174 0.0019739319231271367 -0.0055741152808156339 leaf_weight=12.946276485919951 85.456577628850937 6025.1981513160281 9.6893349289894122 41.064060136675835 12.198643028736113 18.03957810997963 6.5586113035678855 15.261706560850142 8.6156758666038495 68.206723392009735 8.5913883596658689 6.3980596959590903 8.0875333398580533 9.2864649370312673 17.249811671674252 20.760859116911888 14.121286630630491 45.613154068589211 12.264025211334227 53.682370625436306 18.095591679215431 28.52057147026062 69.841559909284115 12.177667826414107 15.000758051872252 83.637444913387299 654.79212433472276 22.985895060002804 209.01932929456234 112.26011225581169 leaf_count=41 263 21784 29 121 36 53 21 51 25 231 27 19 25 35 57 71 40 133 35 158 60 85 209 35 44 257 2006 78 640 348 internal_value=-2.01098e-06 -7.32189e-05 -0.00257266 0.0017982 -0.00288975 0.00765263 -0.00190882 0.0123177 -0.00620542 -0.00519074 -0.00246577 0.00940124 -0.00436733 -0.00900723 0.000318896 0.00190129 -0.00136834 0.00383138 -8.09353e-05 0.00227349 0.000370696 0.00646339 -0.00301197 0.0071485 0.000691726 0.0095584 -0.000283137 0.000233495 0.003255 -0.00382069 internal_weight=7725.62 6322.65 297.454 111.428 61.8784 49.5492 16.2479 33.3013 49.6797 186.027 108.534 14.9894 93.5441 77.4932 1402.97 386.662 143.525 243.136 111.56 99.2955 130.579 46.6162 83.9628 131.577 35.7616 95.8151 1016.31 886.797 232.005 129.51 internal_count=27017 22720 936 336 182 154 50 104 146 600 334 46 288 266 4297 1168 435 733 326 291 394 145 249 407 115 292 3129 2724 718 405 is_linear=0 shrinkage=0.03 Tree=1659 num_leaves=18 num_cat=0 split_feature=9 6 9 0 2 4 8 5 4 9 6 4 6 13 0 4 13 split_gain=0.189222 2.0859 0.440705 3.53727 2.13536 2.19784 2.19329 1.41814 1.12174 0.313842 1.3737 1.78545 1.87696 0.305059 0.294164 1.49355 1.00286 threshold=1.5000000000000002 1.5000000000000002 2.1000000000000005 525.00000000000011 1.1000000000000003 1.0850000000000006 4.7000000000000002 0.98000000000000043 1.2750000000000006 2.3000000000000003 0.90000000000000013 1.7300000000000004 1.7000000000000004 6.1000000000000005 525.00000000000011 1.2750000000000006 0.90000000000000013 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 8 -5 -6 10 -4 12 -12 14 16 -16 -11 right_child=2 -3 9 7 6 -7 -8 -9 -10 13 11 -13 -14 -15 15 -17 -18 leaf_value=0.0067310959180078758 0.012748062737955488 -0.016619284437402869 0.0067686409333052103 -0.00026863046459695407 -0.0019750043748608071 -0.0094020625621367409 0.02542201291769643 -0.017747210182613719 0.014588166262668515 -0.0055494439260940298 -0.013913096413467517 0.0087975951335450431 -6.712893515680842e-05 0.0060413585582646118 0.0012696975535610008 -0.00023927567751006224 -9.0257251612040149e-05 leaf_weight=7.8689185008406621 6.6595834791660335 6.1216649264097214 11.825899124145506 8.4012574329972285 7.3398643285036105 10.217042371630667 8.5663584098219854 8.310472905635832 7.3802949339151382 30.437309876084328 19.187401473522186 7.2348938137292853 16.294598326086998 7.522892251610755 882.58525243960321 1782.8010294092819 6051.3583225104958 leaf_count=31 20 19 38 25 23 30 29 26 22 104 55 23 48 24 2689 5661 18150 internal_value=1.46644e-07 -0.00348601 5.64773e-06 0.00263796 0.00746401 -0.000661535 0.0133529 -0.00896045 0.00632933 -1.13472e-05 -0.00227995 -0.004785 -0.00755453 2.78648e-06 -2.40691e-06 0.000260388 -0.000117579 internal_weight=8880.11 13.9906 8866.12 56.8749 40.1631 16.8766 23.2865 16.7117 14.7202 8809.25 54.5428 42.7169 35.482 8754.7 8747.18 2665.39 6081.8 internal_count=27017 50 26967 175 124 50 74 51 45 26792 164 126 103 26628 26604 8350 18254 is_linear=0 shrinkage=0.03 Tree=1660 num_leaves=31 num_cat=0 split_feature=4 4 9 6 5 9 10 5 5 7 7 11 6 11 3 9 4 10 5 0 4 11 3 2 8 8 4 13 5 6 split_gain=0.193252 2.01758 2.8164 2.18593 2.22295 2.09024 1.54107 1.46684 2.49469 2.31389 6.62792 4.61219 2.21752 4.68085 2.0252 2.82704 4.15758 2.71443 2.31953 2.67489 2.60529 2.05178 2.56657 2.44964 1.85823 1.55167 1.91523 1.36857 2.58448 1.66035 threshold=1.7950000000000006 1.7750000000000004 7.9000000000000012 0.90000000000000013 1.7250000000000003 4.3000000000000016 -2.8333333333333326 1.3050000000000006 1.2650000000000006 0.90000000000000013 1.3 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.7000000000000004 3.1000000000000005 2.0050000000000012 -2.8333333333333326 1.8600000000000005 725.00000000000011 1.8100000000000005 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 6.5000000000000009 6.3000000000000016 2.1750000000000012 1.7000000000000004 1.1950000000000005 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 -5 -1 8 9 27 11 -11 25 -14 15 16 -9 -16 19 -19 -20 23 -23 -17 -12 -10 -27 29 -29 -2 right_child=7 2 -4 4 -6 -7 -8 14 12 10 24 -13 13 -15 17 21 -18 18 20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.013642234787177271 -0.0030481216490077646 -0.015851703315089043 0.016431985408120492 -0.0086081241314871909 -0.013115486900839421 0.0058570131511738724 1.1142865672183901e-05 0.027037914923025666 -0.016284431805107434 0.015086571724653743 -0.00047446310265813086 -0.0009256650224609619 -0.014199528367996941 0.026547691772163481 0.021055487567393422 0.0050168011771208436 -0.0028262663451966725 -0.0018170103565829804 0.01507027024988399 -0.011572746492161827 0.00040084931176342703 0.0020780205738846723 0.0096407776138436353 -0.0013798945033643728 -0.008031298327264411 0.0049234565570720045 -0.023111480748489781 0.0042238616138926205 -0.017192444496565606 -0.019696869234092855 leaf_weight=7.4493145868182173 10.153895746916534 17.043989300727844 5.1764479875564566 14.489299714565275 15.461752548813818 23.691411316394806 6095.6848638113588 9.7215200066566485 22.626003868877888 40.872159261256456 101.43846334517002 26.809504728764296 5.6308286339044553 4.6183729507029057 5.0776267796754828 70.666204877197742 7.3807650990784159 151.75311147049069 11.612078219652174 30.354122079908848 176.73258146643639 159.43094718456268 54.087617870420218 226.83740441501141 41.173316039144993 8.157478563487528 2.9995543025434008 18.543772086501125 6.980403631925582 11.493545163422821 leaf_count=31 54 84 17 68 62 95 21503 33 103 184 509 126 26 22 18 249 32 569 40 146 705 647 209 970 282 41 23 80 31 58 internal_value=1.81804e-06 -6.59609e-05 -0.00492823 -0.00649247 -0.00351873 0.0003676 -5.52206e-06 0.000349331 -0.00146264 -0.000334107 0.00101287 0.00874394 -0.00806138 0.0041615 0.000953881 0.00215147 0.0141495 -0.000730343 -0.00102895 -0.00344312 0.00130527 0.00174993 0.00399379 0.000139516 -0.00265619 -0.0117696 -0.0026137 -0.006339 -0.00163311 -0.0118876 internal_weight=7384.15 6179 75.8629 70.6865 53.6425 38.1807 6103.13 1205.15 301.497 257.465 210.293 67.6817 44.0322 10.2492 903.654 528.124 17.1023 375.53 370.452 182.107 188.345 511.022 213.519 297.504 142.612 33.783 11.157 47.1716 25.5242 21.6474 internal_count=27017 21860 326 309 225 163 21534 5157 1539 1324 1101 310 215 48 3618 2140 65 1478 1460 715 745 2075 856 1219 791 167 64 223 111 112 is_linear=0 shrinkage=0.03 Tree=1661 num_leaves=11 num_cat=0 split_feature=5 5 9 0 5 4 5 11 10 3 split_gain=0.199175 0.312511 1.35491 0.734729 0.468165 1.11656 0.351759 0.321712 1.50917 0.353436 threshold=3.2350000000000008 2.9150000000000005 8.5000000000000018 475.00000000000006 2.8350000000000004 1.4950000000000008 2.7950000000000004 -2.8333333333333326 -0.49999999999999994 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 -6 7 8 -1 -9 right_child=-2 2 -4 -5 5 -7 -8 9 -10 -11 leaf_value=0.015556294240283127 -0.005498175094813945 0.018883949718790618 -0.0075358727088463747 0.0029133915011210036 0.0055809283025665167 -0.013656389810988314 0.006623887221371927 1.1016314269009621e-06 -0.0018734797532737654 -0.0028250110323167479 leaf_weight=6.6027811244130161 5.9293596521019927 5.0219836607575434 5.7284334748983374 5.3592227324843407 4.4768837913870794 6.9013122841715813 7.2142755314707747 7624.0356826055795 13.847330830991266 40.035827174782753 leaf_count=23 21 24 19 23 20 24 27 26643 47 146 internal_value=-1.90637e-06 2.31548e-06 0.00417636 0.0106393 -6.41376e-06 -0.00608724 2.58146e-06 -3.63467e-06 0.00375412 -1.36615e-05 internal_weight=7725.15 7719.22 16.1096 10.3812 7703.11 11.3782 7691.74 7684.52 20.4501 7664.07 internal_count=27017 26996 66 47 26930 44 26886 26859 70 26789 is_linear=0 shrinkage=0.03 Tree=1662 num_leaves=31 num_cat=0 split_feature=13 2 8 13 4 9 5 4 13 8 13 13 12 2 11 4 8 9 4 4 5 7 3 9 6 11 5 4 3 10 split_gain=0.18934 0.996808 1.45347 4.60441 1.12381 2.12217 2.03502 1.42731 2.05955 1.20329 0.903914 0.683304 3.98343 3.07221 2.48733 2.46317 2.11724 1.92614 2.07816 1.60256 1.42264 0.631552 0.479098 1.76742 2.11318 1.22376 0.57445 1.68417 0.598136 0.39225 threshold=1.3000000000000003 3.1000000000000005 7.7000000000000002 1.1000000000000003 2.0750000000000006 7.9000000000000012 2.2750000000000008 2.265000000000001 1.1000000000000003 6.5000000000000009 1.1000000000000003 1.5000000000000002 2.3000000000000007 1.3 1.5000000000000004 1.4850000000000005 7.5000000000000009 6.9000000000000012 1.0350000000000008 1.3550000000000006 1.6850000000000005 1.0000000180025095e-35 2.9000000000000004 8.1000000000000014 1.3 -0.33333333333333309 2.8050000000000006 1.8050000000000004 2.3000000000000003 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 9 -7 8 -6 -1 -9 12 13 17 16 -16 19 18 -2 -14 -18 -13 26 25 -25 -24 28 -28 -23 -15 right_child=11 -3 3 -5 7 6 -8 10 -10 -11 -12 21 14 29 15 -17 20 -19 -20 -21 -22 22 23 24 -26 -27 27 -29 -30 -31 leaf_value=0.0017067262734500738 0.010775093748884761 0.010955029164859175 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43.83708381652832 114.18519312888384 6.6138133108615875 7726.7371858246624 37.592236133292317 4.4040732011198989 9.4410350602120143 82.788245670497417 5.5067967195063812 3.2147043943405151 444.7722740508616 7.120459109544754 leaf_count=658 35 35 25 26 24 27 20 25 26 89 23 33 130 20 22 39 22 24 129 368 20 22885 189 23 56 389 39 13 1583 20 internal_value=-4.16365e-08 0.000742738 0.000448421 -0.00855201 0.000949388 0.00030398 -0.0124027 0.00665167 0.0136926 0.000912825 0.000122447 -2.58777e-05 -0.00154626 0.00419127 -0.00396775 0.00651901 -0.00514415 0.00140029 -0.000542923 -0.00612213 0.00679793 2.12585e-05 1.27902e-05 -0.001765 0.00838587 -0.00293247 4.19612e-05 -0.00765324 5.01744e-05 0.0171273 internal_weight=8879.71 298.48 290.119 15.2967 274.822 246.88 11.2885 27.9428 13.4446 235.591 14.4982 8581.23 258.043 76.5837 181.459 18.3028 163.156 62.9928 55.3922 150.806 12.3501 8323.19 8314.46 134.226 13.8451 120.38 8180.23 8.7215 8171.51 13.5909 internal_count=27017 978 943 51 892 794 47 98 50 747 48 26039 829 228 601 61 540 188 164 498 42 25210 25177 657 79 578 24520 52 24468 40 is_linear=0 shrinkage=0.03 Tree=1663 num_leaves=31 num_cat=0 split_feature=4 2 10 11 11 5 5 5 7 12 4 5 9 0 6 0 2 11 6 3 9 4 9 0 4 11 0 13 5 13 split_gain=0.193872 1.87146 2.63699 2.04317 2.16478 2.17262 1.53847 4.37509 2.20284 1.52905 1.51766 1.53891 2.21092 2.10949 3.85504 2.0989 2.17185 1.42173 2.25737 1.54053 1.41606 1.34317 1.32826 1.30181 2.44659 2.19753 4.82351 3.41162 4.51396 2.06438 threshold=2.0250000000000008 1.7000000000000004 0.33333333333333326 -1.1666666666666663 -0.83333333333333315 1.3150000000000006 1.4450000000000007 1.2850000000000008 1.3 2.3000000000000007 1.9400000000000006 1.5550000000000008 4.7000000000000002 200.00000000000003 1.1000000000000003 475.00000000000006 1.7000000000000004 -0.66666666666666663 1.1000000000000003 2.3000000000000003 5.7000000000000002 1.9650000000000001 5.3000000000000016 525.00000000000011 2.055000000000001 1.0000000180025095e-35 575.00000000000011 2.3000000000000007 1.2250000000000008 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 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 -5 -6 7 9 20 -4 -1 13 -13 14 -12 21 -17 18 -14 -19 -8 -15 -10 24 -3 27 -27 28 -25 -26 right_child=1 23 6 4 5 -7 8 -9 22 -11 11 12 17 15 -16 16 -18 19 -20 -21 -22 -23 -24 25 29 26 -28 -29 -30 -31 leaf_value=3.4691986081517191e-05 0.013390698291419097 0.0071888670343524912 -0.009187278340876041 -0.020533386330772417 -0.0089842996168496125 0.0036597457269331572 0.0036594323867086245 0.032722166622435836 0.0055279130112835702 0.014836394337502277 0.024488401262870364 -0.015501368183935993 0.01571691585359945 -0.025240125981818035 -0.0031735556903311458 -0.0076739873379760596 0.0045903748684583403 -0.0088809791348015144 -0.0047399975931467055 0.0026783679819230304 0.023542707850092832 -0.0064796004103892905 -0.013581405090636404 0.023270730108855553 -0.0074345661395968689 0.032238873620445238 0.0029957732735368362 -0.0081312657452287124 -0.00069837652596886515 -0.00090627460099490043 leaf_weight=6669.4243014510721 9.5988316386938077 23.479419760406017 4.7891286760568637 4.936009168624877 16.975765638053417 43.757004290819168 6.264926806092264 8.1342815309762937 6.8804166167974454 4.7487979084253311 8.1308938711881655 16.3566614985466 8.1102457195520419 4.2667211666703251 10.250519141554831 19.001394778490067 41.111737228929996 39.735394105315208 12.094264507293699 14.043678559362887 6.640641987323761 17.612811557948589 6.245009571313858 8.5909149087965471 64.980905521661043 5.3882031738758078 87.735967301763594 42.042528050020337 39.975341214798391 132.4593785405159 leaf_count=23760 35 86 23 22 87 172 22 26 24 17 30 64 29 19 39 88 193 156 44 57 21 81 22 51 307 19 438 257 199 629 internal_value=1.70682e-06 0.000558119 0.00386579 0.000462433 -0.0014273 0.000125536 0.00972721 0.0165586 0.00508944 0.00277377 -4.07633e-05 -0.00267949 -0.00552007 -0.000122868 0.00906252 -0.00218208 0.000713685 -0.00331335 0.00347156 -0.00586241 0.0138905 -0.0101381 -0.0035642 -0.000414361 -0.00196614 0.00145149 0.00468779 -0.00187465 0.00354153 -0.00305484 internal_weight=7383.76 523.623 118.971 75.2676 65.6688 60.7328 43.7032 17.6722 26.031 9.53793 6860.14 190.714 90.3402 100.374 18.3814 81.9927 60.1131 73.9836 20.2045 53.7791 12.9056 21.8795 13.1254 404.653 220.92 183.733 93.1242 90.6088 48.5663 197.44 internal_count=27017 2457 471 316 281 259 155 66 89 40 24560 800 350 450 69 381 281 286 73 213 43 100 46 1986 1022 964 457 507 250 936 is_linear=0 shrinkage=0.03 Tree=1664 num_leaves=10 num_cat=0 split_feature=11 4 5 5 12 5 4 5 3 split_gain=0.197562 1.50601 0.342411 0.287705 1.40415 0.459801 1.17624 0.340144 0.402128 threshold=3.1666666666666674 1.5450000000000006 3.2250000000000001 2.9150000000000005 4.3000000000000016 2.8350000000000004 1.4950000000000008 2.7950000000000004 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 -5 7 -7 8 -1 right_child=1 -3 -4 4 -6 6 -8 -9 -10 leaf_value=7.6142974577643097e-06 -0.005462589320645507 0.014897647717111325 -0.0069697209916685489 0.015346334137746732 -0.0033554758095101036 0.0054824474415535018 -0.014729905228536351 0.0065131797848704777 -0.0030842305627379802 leaf_weight=7634.5291057485156 7.2953592315316182 5.9253156781196594 6.353047475218772 6.0313130915164939 9.0120307691395265 4.4667965546250326 6.1711989007890224 7.2060563117265692 38.047873146831989 leaf_count=26680 24 21 22 27 35 20 22 27 139 internal_value=-1.58356e-06 0.00366258 -7.86517e-06 -2.12522e-06 0.00414262 -1.02328e-05 -0.00624292 -1.59933e-06 -7.71799e-06 internal_weight=7725.04 13.2207 7711.82 7705.46 15.0433 7690.42 10.638 7679.78 7672.58 internal_count=27017 45 26972 26950 62 26888 42 26846 26819 is_linear=0 shrinkage=0.03 Tree=1665 num_leaves=24 num_cat=0 split_feature=4 4 12 8 3 8 13 11 10 8 5 12 2 8 6 3 10 12 5 0 5 9 5 split_gain=0.190052 0.489213 0.216408 1.96014 1.68139 2.379 2.82799 1.74643 2.52155 1.46925 0.855098 0.428231 1.28429 2.18497 2.66039 2.57115 1.05546 0.576563 2.09042 1.42155 0.797021 2.21848 0.839015 threshold=2.975000000000001 3.0750000000000006 5.3000000000000016 7.3000000000000016 3.1000000000000005 6.3000000000000016 2.7000000000000006 0.33333333333333326 1.0000000180025095e-35 5.9000000000000012 2.3150000000000008 4.9000000000000012 1.7000000000000004 5.5000000000000009 0.90000000000000013 2.1000000000000005 1.0000000180025095e-35 4.700000000000002 2.765000000000001 725.00000000000011 2.8050000000000006 8.1000000000000014 2.6850000000000009 decision_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 11 4 5 6 -4 8 -6 -9 -5 17 16 14 -14 -15 -13 20 19 -19 22 -22 -1 right_child=1 -3 3 10 7 -7 -8 9 -10 -11 -12 12 13 15 -16 -17 -18 18 -20 -21 21 -23 -24 leaf_value=-1.2060371037254331e-05 -0.009420560990476376 0.0021268129565360618 0.0018623309822821958 0.023086643258457835 0.014035268562689595 -0.012248228692776432 0.023765722438335361 -0.025402561001436785 -0.016761164852234965 -5.5333776027301325e-05 0.0058210131614205842 0.01779978469801376 -0.020523086696112875 0.012729018598990761 -0.0029510758958645063 -0.0045814742121420143 -0.0023038338266312538 -0.00051718182860222342 0.021140257464952121 0.011104853895550344 0.0024037808498958025 -0.024108926390838961 0.0073797000466493444 leaf_weight=8619.3697519674897 6.5461139455437642 6.662829615175724 22.549911268055443 4.7294277325272542 5.6960622556507605 7.1734606623649588 6.9372279718518248 6.2360890405252558 4.1261410154402256 3.0720333177596331 5.6847126632928848 4.893733583390711 11.801018506288527 12.248725734651087 22.613500837236643 20.897526249289513 4.5224104709923267 61.261351767927408 5.1058292984962454 11.204327728599308 7.4334002360701543 4.5971252508461475 13.842462748289107 leaf_count=25937 24 27 83 24 30 30 27 48 28 17 20 29 41 50 87 72 27 211 20 45 44 32 64 internal_value=-1.86896e-08 -0.00359586 5.33855e-06 0.00171411 -0.000516112 0.00324603 0.00701538 -0.00772573 0.00109821 -0.017037 0.0136619 -7.5174e-06 -0.0022353 -0.00368194 -0.00897666 0.00181537 0.00814437 1.21423e-05 0.002587 0.00127977 -1.09613e-05 -0.0077273 -2.08448e-07 internal_weight=8879.21 13.2089 8866 66.2051 55.7909 36.6606 29.4871 19.1303 9.8222 9.30812 10.4141 8799.79 76.9769 67.5608 34.4145 33.1463 9.41614 8722.81 77.5715 72.4657 8645.24 12.0305 8633.21 internal_count=27017 51 26966 307 263 140 110 123 58 65 44 26659 306 250 128 122 56 26353 276 256 26077 76 26001 is_linear=0 shrinkage=0.03 Tree=1666 num_leaves=31 num_cat=0 split_feature=4 3 12 7 5 12 10 0 0 13 5 5 0 4 5 8 7 9 4 9 5 11 13 7 4 5 10 0 12 4 split_gain=0.193624 2.24903 2.94116 2.46417 1.96978 3.514 1.77903 3.47372 2.28928 1.46483 2.70191 2.27948 1.49691 3.78544 3.21399 1.01153 0.947335 0.880549 0.861906 3.64228 2.18672 3.17587 1.81448 1.27849 1.24701 4.0446 4.28041 3.54115 2.99347 1.46356 threshold=2.0950000000000011 0.70000000000000007 2.9000000000000008 0.70000000000000007 1.1050000000000006 2.7000000000000006 0.33333333333333326 725.00000000000011 575.00000000000011 1.5000000000000002 2.1050000000000009 1.8750000000000002 525.00000000000011 2.2950000000000013 1.0750000000000008 7.7000000000000002 0.50000000000000011 5.7000000000000002 2.055000000000001 6.5000000000000009 1.4250000000000007 -0.33333333333333331 2.5000000000000004 1.3 2.0250000000000008 1.2850000000000008 -0.83333333333333315 200.00000000000003 4.1000000000000005 1.9400000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 4 3 -3 5 -2 7 -5 -8 10 11 -4 14 -14 -11 17 -12 -6 24 20 21 -20 -23 -21 29 26 -26 -27 -29 -1 right_child=1 2 9 6 15 -7 8 -9 -10 12 16 -13 13 -15 -16 -17 -18 -19 19 23 -22 22 -24 -25 25 27 -28 28 -30 -31 leaf_value=3.3779083666596108e-05 -0.012989344954158353 -0.010887522404680005 -0.0047352438937798488 0.0099376933280978571 -0.022969725205117673 0.020959961263387158 0.0098908471490912701 -0.017437095853865329 0.031768454872036805 0.016877737739404697 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14.506536588072775 190.42212792113423 leaf_count=23760 46 23 123 94 63 33 47 35 23 43 20 24 284 355 649 31 27 34 41 21 127 32 25 22 20 19 50 93 53 800 internal_value=1.6164e-06 0.000645843 0.00128138 0.00771254 -0.00737086 0.00261484 0.00989947 0.00513701 0.0167909 0.000163225 -0.00519165 -0.000591692 0.000948327 0.00338048 -0.00107708 -0.0134546 -0.0183756 -0.0170748 -3.50195e-05 -0.00344994 -0.0067942 0.000910118 0.0104031 0.0114262 -2.50436e-06 0.0042926 -0.00976974 0.00858498 0.00539638 -4.02631e-05 internal_weight=7383.41 397.287 368.105 54.521 29.1819 11.048 48.7851 28.8486 19.9365 313.584 40.0971 29.7257 273.487 124.266 149.221 18.1339 10.3714 14.3799 6986.12 65.8909 53.797 20.5135 12.4569 12.0939 6920.23 60.3063 14.103 46.2032 40.2679 6859.92 internal_count=27017 1954 1747 222 207 79 199 129 70 1525 194 147 1331 639 692 128 47 97 25063 268 225 98 57 43 24795 235 70 165 146 24560 is_linear=0 shrinkage=0.03 Tree=1667 num_leaves=31 num_cat=0 split_feature=13 0 0 10 2 4 9 10 11 5 4 12 4 9 5 4 5 9 11 5 2 9 10 10 13 5 5 2 4 2 split_gain=0.191782 1.33484 2.21094 3.69203 4.24042 3.95294 4.75856 2.87616 2.6494 2.53726 2.88681 2.73315 2.66444 2.61516 2.39602 2.01223 4.65808 5.96327 3.65519 3.60066 3.21159 3.53483 3.81943 3.7783 2.36428 2.98786 2.84968 2.21021 2.54388 1.51935 threshold=2.3000000000000007 350.00000000000006 475.00000000000006 -0.33333333333333331 1.7000000000000004 1.0850000000000006 4.9000000000000012 1.0000000180025095e-35 -1.1666666666666663 1.3750000000000007 1.1550000000000007 1.3000000000000003 1.6400000000000006 5.5000000000000009 2.6950000000000007 1.5250000000000006 1.4850000000000008 5.7000000000000002 -0.33333333333333331 2.1950000000000007 1.1000000000000003 7.5000000000000009 2.1666666666666674 0.83333333333333337 1.3000000000000003 1.3150000000000006 1.4550000000000007 0.70000000000000007 1.5750000000000008 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 5 8 29 -7 -6 -5 10 13 -11 -12 -4 -13 16 24 19 -19 -18 27 22 -22 -23 25 -1 -26 -17 -29 -3 right_child=-2 2 9 4 7 6 -8 -9 -10 11 12 14 -14 -15 -16 20 17 18 -20 -21 21 23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=0.00022906380220474545 0.00010158231722509753 0.0050465473769267001 0.00018950381214236081 0.004038747862370501 0.011869188671129986 0.0044425320865588728 -0.0075017766584573216 -0.0025863477394211473 -0.0088561979612573824 0.017426562996026386 -0.0062376921633654301 0.00078095927907016022 0.00018470213531468342 0.014910310397307969 -0.0097963637099930684 -0.0053340635410487813 -0.0087147229604141833 -0.0056488776323967904 0.004111375358360792 0.013435359620249962 -0.00050129734840637325 0.017489310522546157 0.024782604820061786 -0.0094883999361240427 0.0022397459338197407 -0.022982098304796555 0.014457155821925579 0.025633166080872443 0.0082002573948275516 0.021763317790285532 leaf_weight=16.348090786486868 5234.4374987254851 9.6417930722236651 60.822543207556009 15.851783752441404 17.650602962821722 65.886205181479454 55.14327035099268 41.544404834508896 150.37069354951382 8.7140682041645032 161.06524284556508 851.08638326264918 90.974974774755538 13.222343698143957 19.721059557050467 8.0031436830759031 130.34415605664253 51.024532303214073 106.84108126163483 6.9575902223587027 233.29203091189265 21.097454786300663 5.5040223672986022 6.001339614391326 261.16892197728157 7.1848626136779776 18.392270237207413 9.4463389217853528 37.204582139849663 9.9355660974979383 leaf_count=56 18106 29 209 49 70 242 181 173 497 28 644 2942 609 40 77 25 392 152 321 21 911 69 23 22 867 23 55 30 125 29 internal_value=-1.52346e-06 -0.000218232 -0.000749282 -0.00279141 -0.00517103 0.00102355 -0.000999516 0.00172396 -0.00762647 -0.000129289 -0.00238955 0.00070871 -0.0039195 0.00281823 0.000541416 0.000690132 -0.000337527 -0.00301999 0.000956715 -0.0075923 0.00260812 0.0012467 8.14726e-05 0.0115148 0.00227478 -0.00685755 0.00304353 0.00923147 0.0117302 0.0135304 internal_weight=7724.88 2490.44 1571.63 366.024 225.417 140.607 121.029 59.195 166.222 1205.61 326.085 879.522 252.04 74.0449 870.807 918.81 598.262 295.167 157.866 137.302 320.549 265.895 238.796 27.0988 303.094 23.533 279.561 54.6541 46.6509 19.5774 internal_count=27017 8911 5819 1270 789 481 423 243 546 4549 1502 3047 1253 249 3019 3092 1887 886 473 413 1205 1025 934 91 1001 79 922 180 155 58 is_linear=0 shrinkage=0.03 Tree=1668 num_leaves=31 num_cat=0 split_feature=4 4 9 5 8 5 13 8 9 7 6 0 0 6 9 10 13 10 4 0 12 2 11 13 7 11 5 3 13 3 split_gain=0.188965 2.29222 2.32284 2.11811 3.1251 3.44604 2.80285 2.3951 2.05946 1.72559 1.69808 2.31781 2.22623 2.09103 2.36214 1.25382 1.09079 1.22658 0.659874 2.38985 3.66619 2.91211 2.48784 2.97299 2.39539 2.14061 2.04441 1.73384 2.1171 1.86104 threshold=1.8450000000000004 1.8850000000000005 2.9000000000000004 1.8050000000000004 5.5000000000000009 1.5650000000000006 2.7000000000000006 5.5000000000000009 5.5000000000000009 1.1000000000000003 2.3000000000000003 525.00000000000011 475.00000000000006 2.1000000000000005 4.1000000000000005 -0.33333333333333331 4.5000000000000009 0.50000000000000022 1.7750000000000004 575.00000000000011 3.5000000000000004 2.1000000000000005 1.1666666666666672 3.3000000000000007 0.90000000000000013 0.83333333333333337 1.6750000000000003 2.5000000000000004 2.9000000000000008 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 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 -2 4 5 -4 -6 8 -5 -9 13 12 -12 16 -15 -16 17 -3 -1 21 25 27 23 -23 -22 26 -21 29 -29 -20 right_child=1 10 3 7 6 -7 -8 9 -10 -11 11 -13 -14 14 15 -17 -18 -19 19 20 24 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-2.2948027531153004e-06 0.013139909356130059 -0.00049162154918993423 -0.006257487057589617 0.022255376946113622 -0.0059479224737834921 -0.021309624391731608 0.0075100238310814686 0.0053623817015090152 0.0011143004023626577 -0.014768721976337938 0.011343928982047053 0.021011793433930566 -0.008189712097381752 0.0078339319457533911 -0.022566866369274161 -0.0074585022214226811 -0.011041148110361091 0.0015878543694385274 0.001357239710329387 0.0064590410846441142 0.0023124508970031369 -0.0056804334240147282 0.01036327883015197 -0.026874922230088635 0.020993374458270302 -0.014721333040484241 -0.011221437590432998 -0.018091958500744673 0.0062166685938235371 0.011925163752787835 leaf_weight=7182.1778539763764 7.1324755996465674 731.00249032862484 47.874222055077553 7.3463086783885982 39.234107747673988 19.170208305120468 21.593369506299496 6.7945514973253003 9.5227886587381345 8.789469435811041 11.05728413164616 8.0286898016929609 10.000017777085304 6.3770095556974438 7.7879525274038377 13.535788126289839 7.7748160809278479 392.2871786095202 183.8886646181345 35.876117415726185 9.2960045635700244 36.112674683332443 6.784637175500392 7.1330025792121878 18.415836781263351 6.6604012474417678 7.0412572324275962 8.4575941264629346 5.2113735228776923 16.329283475875854 leaf_count=21534 24 2426 137 22 117 55 65 25 33 26 34 27 32 19 23 43 25 1315 523 122 31 110 22 21 59 23 21 35 18 50 internal_value=2.0179e-07 -0.000325878 -0.00361181 -0.00435706 -0.0060942 -0.0105614 -0.00117044 0.00248765 0.010321 -0.00599167 0.000137356 0.00729674 0.00206749 -4.23502e-05 -0.00818567 -0.0129764 0.000157087 0.000234595 5.89439e-05 0.00134798 0.00598747 -1.07235e-05 -0.00652651 -0.00917628 0.0147268 0.00110256 0.00355829 0.00151339 -0.00882415 0.00221913 internal_weight=8878.69 1355.31 167.458 160.325 127.872 67.0444 60.8275 32.4531 16.8691 15.584 1187.85 29.086 21.0573 1158.77 27.7008 21.3237 1131.06 1123.29 7523.38 341.207 77.2896 263.917 50.0303 43.2457 27.7118 49.5778 42.9174 213.887 13.669 200.218 internal_count=27017 4448 504 480 374 192 182 106 55 51 3944 93 66 3851 85 66 3766 3741 22569 1035 256 779 153 131 90 166 143 626 53 573 is_linear=0 shrinkage=0.03 Tree=1669 num_leaves=31 num_cat=0 split_feature=4 4 9 6 5 9 10 5 5 10 0 12 4 6 11 3 9 4 10 5 0 4 11 3 2 10 4 8 4 3 split_gain=0.194539 1.94502 2.70358 2.13594 2.15436 2.01081 1.49265 1.42305 2.40927 2.21743 2.98308 2.66109 2.1825 2.13829 4.44792 1.91949 2.68153 3.97036 2.5933 2.21654 2.59153 2.47427 1.94214 2.46949 2.28867 1.91094 1.70794 1.50558 1.85407 1.21182 threshold=1.7950000000000006 1.7750000000000004 7.9000000000000012 0.90000000000000013 1.7250000000000003 4.3000000000000016 -2.8333333333333326 1.3050000000000006 1.2650000000000006 -0.49999999999999994 200.00000000000003 4.700000000000002 1.8100000000000005 1.5000000000000002 1.0000000180025095e-35 1.7000000000000004 3.1000000000000005 2.0050000000000012 -2.8333333333333326 1.8600000000000005 725.00000000000011 1.8100000000000005 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.9750000000000003 6.3000000000000016 2.1750000000000012 1.3 decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 -5 -1 8 9 10 26 25 -12 27 -15 16 17 -9 -17 20 -20 -21 24 -24 -18 -11 -2 29 -29 -10 right_child=7 2 -4 4 -6 -7 -8 15 13 11 12 -13 -14 14 -16 18 22 -19 19 21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.013478293096856626 0.024518462962451842 -0.015696724909364756 0.016023981693802855 -0.008481176163898551 -0.012947610560297725 0.0057205440194629566 8.9777882542019748e-06 0.026251612080253485 -0.02099556387055642 -0.0074012450486350845 -0.023834028422802158 0.020794469788361501 0.0023282044848582811 -0.014061522535490509 0.025563447427100448 0.020538899759274962 0.0048558579222567214 -0.0028718645523363937 -0.0017565050955921846 0.014669192961270281 -0.011394286594668056 0.00040739051170266943 0.0020181620446992035 0.0094246515941585254 -0.0013229941297640119 -0.00062857672930694323 0.0028063559712121476 0.0047272759409001984 -0.023065758416087361 -0.0061441202074468647 leaf_weight=7.3940127566456786 8.731582894921301 16.876078300178051 5.2009034603834143 14.414419516921042 15.352413028478621 23.768754422664642 6095.7776889577508 9.8234273046255129 14.997621417045595 55.276178058236837 3.0044967010617247 4.409807387739419 63.999232052825391 5.5841580405831319 4.6915305703878403 5.105435073375701 70.834218956530094 7.376466277986764 151.47054389864206 11.671828508377073 30.099653301760554 176.57262795418501 159.6054609734565 54.299772899597883 226.37623019143939 116.55813889205456 5.2041190788149825 8.1971367001533491 2.9332160353660575 7.3769253939390174 leaf_count=31 34 84 17 68 62 95 21503 33 73 285 16 25 354 26 22 18 249 32 569 40 146 705 647 209 970 588 22 41 23 30 internal_value=1.37702e-06 -6.6607e-05 -0.00484864 -0.00639038 -0.00345673 0.000359294 -7.36209e-06 0.000350205 -0.00143638 -0.000328929 0.00378164 -0.00221669 0.00115507 -0.00794199 0.00402989 0.000945508 0.00211054 0.0137615 -0.000696182 -0.00098934 -0.0033542 0.00129167 0.00171846 0.0038983 0.000149613 -0.00280723 0.0164103 -0.0116137 -0.00259711 -0.016099 internal_weight=7382.98 6178.78 75.6126 70.4117 53.5356 38.1832 6103.17 1204.2 300.964 257.184 80.9394 176.244 67.0037 43.7806 10.2757 903.236 528.316 17.1999 374.92 369.815 181.57 188.244 511.116 213.905 297.21 171.834 13.9357 33.5049 11.1304 22.3745 internal_count=27017 21860 326 309 225 163 21534 5157 1539 1324 426 898 370 215 48 3618 2140 65 1478 1460 715 745 2075 856 1219 873 56 167 64 103 is_linear=0 shrinkage=0.03 Tree=1670 num_leaves=11 num_cat=0 split_feature=11 0 5 5 0 5 4 5 10 5 split_gain=0.190247 1.51416 0.330539 0.279933 1.34238 0.450008 1.13166 0.340123 1.37674 0.700527 threshold=3.1666666666666674 475.00000000000006 3.2250000000000001 2.9150000000000005 475.00000000000006 2.8350000000000004 1.4950000000000008 2.7550000000000012 1.0000000180025095e-35 2.725000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 -5 7 -7 9 -9 -1 right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 leaf_value=-2.1744093576700317e-06 -0.0059395680746973508 0.014413290789925525 -0.0068502360567789097 0.012514911974953078 -0.0054875468564785325 0.0053376897172436617 -0.014519827603661894 0.01372916992196742 -0.0042403623018131067 -0.0099353836082339293 leaf_weight=7657.6466380432248 7.0221550017595273 6.1893592029809952 6.348548784852027 7.9711222387850267 7.0027384236454964 4.4509829804301244 6.1541123576462269 7.4370418526232225 7.9276149868965149 6.3951482176780692 leaf_count=26768 23 22 22 34 28 20 22 30 26 22 internal_value=-1.54804e-06 0.00359538 -7.71052e-06 -2.07259e-06 0.00409581 -1.00519e-05 -0.00618558 -1.52364e-06 0.00445753 -1.0463e-05 internal_weight=7724.55 13.2115 7711.33 7704.99 14.9739 7690.01 10.6051 7679.41 15.3647 7664.04 internal_count=27017 45 26972 26950 62 26888 42 26846 56 26790 is_linear=0 shrinkage=0.03 Tree=1671 num_leaves=19 num_cat=0 split_feature=4 5 7 8 2 4 10 11 11 4 8 2 13 5 4 5 2 5 split_gain=0.186856 0.486288 0.207921 2.04473 2.48824 3.20591 2.40999 0.940189 1.12367 0.506313 1.43697 1.07134 0.494851 1.61901 2.00691 0.411161 1.54899 0.424349 threshold=2.975000000000001 1.7250000000000003 2.7000000000000006 3.3000000000000003 0.50000000000000011 1.0550000000000004 -1.1666666666666663 0.50000000000000022 -1.0000000180025095e-35 2.7850000000000006 6.5000000000000009 2.5000000000000004 4.9000000000000012 1.8100000000000005 1.6250000000000002 0.7150000000000003 1.7000000000000004 1.2550000000000006 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 12 -11 -12 15 14 -14 16 -1 -17 right_child=1 -3 3 4 5 6 -8 -9 -10 10 11 -13 13 -15 -16 17 -18 -19 leaf_value=0.00012496822461414999 0.002248640009169947 -0.0092692403399594371 0.00613546320098253 0.013383911598811528 -0.015801221292830618 -0.010970123725759506 0.0013360812971997945 -0.0010630464393293914 0.020437546900778612 0.020219252254652872 -0.011867557940130415 0.0070291676834931954 -0.0022058900427521996 0.011086954210613884 -0.019391282251430286 -0.00035647268563782482 0.01264922395298442 0.00011100184498848985 leaf_weight=46.393486849963665 6.5337992087006551 6.6637527942657471 12.665165871381763 11.271051734685896 12.481402039527891 16.034062877297401 134.14926875382662 6.899725839495658 8.1098779439926147 4.2682141363620749 4.3644988834857923 7.0810756348073483 53.044159904122353 6.9717945456504813 6.9127977937459937 2454.4413794875145 10.993709251284598 6068.7736330684274 leaf_count=145 28 23 36 32 36 51 404 21 23 19 16 38 166 24 21 7147 48 18739 internal_value=1.01566e-08 -0.00356701 5.32055e-06 0.000957718 -0.000247401 -0.00119192 2.22307e-05 0.00853188 0.0117185 -1.68436e-05 0.00536333 -0.000176651 -2.66201e-05 -0.00259622 -0.0041873 -6.57724e-06 0.00252425 -2.36174e-05 internal_weight=8878.05 13.1976 8864.86 201.611 173.936 162.665 150.183 27.6748 20.775 8663.24 15.7138 11.4456 8647.53 66.9288 59.957 8580.6 57.3872 8523.22 internal_count=27017 51 26966 603 523 491 455 80 59 26363 73 54 26290 211 187 26079 193 25886 is_linear=0 shrinkage=0.03 Tree=1672 num_leaves=31 num_cat=0 split_feature=4 3 12 7 5 12 10 9 0 13 5 5 0 4 5 8 7 9 4 9 5 11 5 6 13 4 5 10 0 12 split_gain=0.192959 2.16138 2.79465 2.35817 1.91835 3.36272 1.6909 3.34257 2.14726 1.40782 2.64304 2.17174 1.45757 3.60844 3.05563 0.995534 0.938536 0.878453 0.830924 3.48864 2.11936 3.04712 1.77483 1.24199 2.33554 1.20371 3.87432 4.13433 3.34133 2.85109 threshold=2.0950000000000011 0.70000000000000007 2.9000000000000008 0.70000000000000007 1.1050000000000006 2.7000000000000006 0.33333333333333326 6.1000000000000005 575.00000000000011 1.5000000000000002 2.1050000000000009 1.8750000000000002 525.00000000000011 2.2950000000000013 1.0750000000000008 7.7000000000000002 0.50000000000000011 5.7000000000000002 2.055000000000001 6.5000000000000009 1.4250000000000007 -0.33333333333333331 1.1950000000000005 1.5000000000000002 2.1000000000000005 2.0250000000000008 1.2850000000000008 -0.83333333333333315 200.00000000000003 4.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 4 3 -3 5 -2 7 -5 -8 10 11 -4 14 -14 -11 17 -12 -6 25 20 21 -20 -23 24 -22 -1 27 -27 -28 -30 right_child=1 2 9 6 15 -7 8 -9 -10 12 16 -13 13 -15 -16 -17 -18 -19 19 -21 23 22 -24 -25 -26 26 28 -29 29 -31 leaf_value=-4.0493862538485229e-05 -0.012843815762002471 -0.010731811288699497 -0.0046140189190240644 -0.0012807958194351703 -0.022903198768278329 0.020351556418144307 0.0096551905930278743 0.021564475340981201 0.030746880907541116 0.016357757061091115 -0.0076740204515987004 0.015654216308636476 0.0081612279444532535 -0.0020777602558942425 -0.002117072817136642 0.00044460779093045087 -0.02601001923561768 -0.0075924591612469517 -0.013594163975600976 0.011116868467593785 -0.017090116263841951 -0.0010405726764219959 0.02154331221448099 -0.020685882301617328 0.0017076518776413206 0.013760561417017784 0.029282419881633524 -0.020989616449125354 0.011243688456608962 -0.0053908682322955388 leaf_weight=6859.4725752230734 5.905884902924301 5.7030847817659369 23.697169777005914 20.944378100335602 8.6553161665797251 5.1340384669601917 13.7000734731555 7.9527489244937888 6.3612396866083136 8.5471459627151471 4.3762917779386026 5.953213930130004 65.798926398158073 58.535869653336704 140.54836403205991 3.749709576368331 5.8987995311617851 5.5258184336125842 7.9814830571413067 12.157522566616533 11.971579365432264 6.3360139504075033 6.1930378153920174 9.2859706580638868 11.82390722632408 4.5801872014999381 5.9993531554937354 9.4155941531062108 25.894800901412964 14.44676913321018 leaf_count=24560 46 23 123 102 63 33 47 27 23 43 20 24 284 355 649 31 27 34 41 43 46 32 25 34 47 20 19 50 93 53 internal_value=1.28459e-06 0.000644658 0.00126573 0.00752507 -0.0072449 0.00259346 0.00965179 0.00500643 0.0163432 0.000173859 -0.00508843 -0.000544556 0.000942242 0.00334079 -0.00105797 -0.0133023 -0.0182005 -0.0169372 -3.52782e-05 -0.0033919 -0.00668326 0.000893388 0.0101225 -0.0113808 -0.00774956 -3.38482e-06 0.00421542 -0.00961745 0.00839319 0.00528667 internal_weight=7382.55 396.988 368.017 54.6615 28.9708 11.0399 48.9584 28.8971 20.0613 313.356 39.9255 29.6504 273.43 124.335 149.096 17.9308 10.2751 14.1811 6985.56 65.7495 53.592 20.5105 12.5291 33.0815 23.7955 6919.81 60.3367 13.9958 46.3409 40.3416 internal_count=27017 1954 1747 222 207 79 199 129 70 1525 194 147 1331 639 692 128 47 97 25063 268 225 98 57 127 93 24795 235 70 165 146 is_linear=0 shrinkage=0.03 Tree=1673 num_leaves=31 num_cat=0 split_feature=0 11 4 8 3 12 5 6 4 11 6 13 4 8 10 8 13 11 5 5 13 9 9 4 5 8 9 10 2 9 split_gain=0.191162 1.01981 2.40499 2.98282 2.98111 4.39423 2.65052 2.60889 1.99778 2.35306 2.63887 4.86546 2.18812 5.04237 3.99513 3.73722 3.41953 2.26564 1.99935 5.05494 4.40348 1.88092 1.77479 1.76539 1.68691 0.887435 0.904384 0.950822 0.799542 1.05142 threshold=575.00000000000011 -0.66666666666666663 2.2150000000000007 7.1000000000000005 0.50000000000000011 2.1000000000000005 1.3750000000000007 1.3 1.195000000000001 1.0000000180025095e-35 2.1000000000000005 3.5000000000000004 1.5250000000000006 6.5000000000000009 1.5000000000000004 7.1000000000000005 1.5000000000000002 0.83333333333333337 1.8450000000000004 1.6500000000000004 2.5000000000000004 9.3000000000000025 5.3000000000000016 1.7400000000000007 1.0250000000000006 7.7000000000000002 5.1000000000000005 -0.33333333333333309 2.9000000000000004 5.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 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 24 -6 23 -8 9 18 22 -12 13 16 21 -16 -10 -15 19 -3 -20 -14 -11 -5 -2 28 -27 -28 -4 -30 right_child=1 8 25 6 5 -7 7 -9 12 10 11 -13 14 17 15 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=-6.6798329014640463e-05 -0.0020413730201495157 -0.006255095170583095 -0.022418308680139703 0.011792638945776587 0.0059312658883952062 -0.0027861265987184549 0.022700650018180904 0.00058210662866841603 -0.0087075702743215338 -0.0051203671213100399 0.028498141568790224 0.00037410229218602198 -0.0011656732952620046 -0.014760335539856034 0.0036554285928453111 0.02448146375531654 0.0055435669992262293 0.0040353160114832212 0.0018202047110930421 0.016504079343543587 -0.025395105124998662 0.019620974017545072 0.0028157977889747628 -0.016775753239677643 -0.022973506158152898 0.011638766492507249 0.0043707597871570948 -0.022554529384781804 -0.021121127419300258 0.015534203304303483 leaf_weight=6474.8958458309062 5.7555857449769965 58.431910865008831 7.667677868157627 3.1844253391027468 68.618211381137371 215.42644738219678 12.951003782451155 7.6250660791993132 16.073456503450871 50.663111347705126 8.3045717775821704 16.607402518391609 335.74738176353276 18.450036481022838 29.871068678796291 10.474170943722127 264.73075018450618 8.3996547460556013 9.6404895484447497 10.336801767349241 12.024797111749647 3.9640687480568877 50.781299889087677 5.0088841887190938 8.7067097947001439 2.3339932970702639 2.0536847580224276 2.7757972609251738 1.4859242644160988 1.3388426415622232 leaf_count=21860 27 195 68 15 220 832 54 27 52 169 24 51 1805 67 146 66 863 27 28 29 34 13 156 39 41 25 17 26 27 14 internal_value=-1.23942e-06 0.000338504 -0.00104941 -0.000467573 -0.0013567 -0.000680219 0.00875791 0.014504 0.000867786 -0.00164337 0.00100077 0.00974944 0.00165939 0.00354021 0.000136879 0.00906215 0.00472782 -0.00888031 -0.00533783 -0.00283411 -0.013285 -0.000923115 -0.00114766 -0.00567231 -0.0146431 -0.0118345 -0.00369455 -0.0111048 -0.0173918 -0.00374776 internal_weight=7724.33 1249.43 344.932 327.276 298.507 284.045 28.7694 20.5761 904.501 216.79 126.356 24.912 687.711 307.654 380.057 40.3452 280.804 26.8497 90.434 68.7687 21.6653 339.711 101.444 8.19331 14.4623 17.6559 7.16348 4.82948 10.4924 2.82477 internal_count=27017 5157 1432 1255 1120 1052 135 81 3725 686 400 75 3039 1009 2030 212 915 94 286 224 62 1818 325 54 68 177 68 43 109 41 is_linear=0 shrinkage=0.03 Tree=1674 num_leaves=19 num_cat=0 split_feature=9 6 9 0 2 8 4 5 5 9 12 10 7 8 13 0 4 13 split_gain=0.190359 2.00097 0.431147 3.39553 2.0705 2.1452 2.10489 1.56009 1.37824 0.295988 1.36068 1.34967 2.95311 1.6909 0.293568 0.281628 1.50097 0.975068 threshold=1.5000000000000002 1.5000000000000002 2.1000000000000005 525.00000000000011 1.1000000000000003 5.1000000000000005 1.0850000000000006 1.0950000000000004 0.98000000000000043 2.3000000000000003 1.7000000000000004 0.33333333333333326 1.1000000000000003 4.9000000000000012 6.1000000000000005 525.00000000000011 0.83000000000000029 0.90000000000000013 decision_type=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 7 -2 -6 -5 10 -4 12 -12 -13 15 17 -17 -11 right_child=2 -3 9 8 5 -7 -8 -9 -10 14 11 13 -14 -15 -16 16 -18 -19 leaf_value=0.0065318306963353849 0.012460720700729457 -0.016371398060299986 -0.012538327017106256 -0.00019417529201677607 0.015147015171341999 0.027544276463156259 -0.0092132317337008073 -0.0035456362343293931 -0.017439920854876972 -0.0054767897990466085 -0.011682188004298575 0.0019025021563213696 0.01002500983604585 -0.017171949822296289 0.0059323711934929991 -0.0041029203837049388 0.00037099263680312017 -8.8327745404303409e-05 leaf_weight=7.8364172354340536 6.666955545544627 6.1098570972681046 9.4903922230005247 8.3964527025818843 9.6656411588192039 6.6560399755835524 10.206266567111014 6.8776943087577811 8.2868891507387143 30.375442884862423 7.8125773817300823 9.2280484735965747 20.287417508661747 7.6502154469490042 7.5074840188026419 69.291996225714684 2595.0861989678815 6050.18605033122 leaf_count=31 20 19 28 25 31 23 30 20 26 104 24 26 62 24 24 222 8128 18150 internal_value=1.06746e-07 -0.00350206 5.61713e-06 0.00261197 0.00734662 0.0131622 -0.000649409 0.00737577 -0.00876042 -1.11795e-05 -0.00221582 -3.77776e-05 0.00398981 -0.00674315 2.54058e-06 -2.55015e-06 0.00025464 -0.000115246 internal_weight=8877.62 13.9463 8863.67 56.7559 40.0726 23.1994 16.8732 16.5433 16.6833 8806.92 54.4687 44.9783 28.1 16.8783 8752.45 8744.94 2664.38 6080.56 internal_count=27017 50 26967 175 124 74 50 51 51 26792 164 136 86 50 26628 26604 8350 18254 is_linear=0 shrinkage=0.03 Tree=1675 num_leaves=17 num_cat=0 split_feature=9 8 9 9 3 3 4 9 13 10 2 9 8 0 9 6 split_gain=0.194288 0.269022 1.30218 1.33486 1.68029 2.2142 2.00195 0.309595 0.284966 1.90024 2.98058 2.6725 0.75263 5.48573 0.818268 0.0901342 threshold=1.3 2.5000000000000004 2.3000000000000003 2.9000000000000004 0.70000000000000007 0.90000000000000013 1.2750000000000006 10.500000000000002 3.9000000000000008 0.33333333333333326 0.70000000000000007 2.9000000000000004 2.7000000000000006 350.00000000000006 1.9000000000000001 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 2 -2 -4 6 -6 -5 8 12 11 -11 -10 13 -3 -14 -1 right_child=1 7 3 4 5 -7 -8 -9 9 10 -12 -13 14 -15 -16 -17 leaf_value=0.0015612541011009598 -0.016504155712078878 -0.008382449425999576 0.0098897759783953577 -0.014384499907334217 0.0083484560071117979 -0.001759145614100305 0.0053654652600045802 0.0060368863988261518 -0.0099137851688906303 0.0093248491601667354 0.0001312923796301739 -0.0010584391182689645 0.0059174541841168033 0.0078057456191387223 2.2461380377943462e-05 0.0080058174082800401 leaf_weight=3.9736161287873975 4.8306046798825255 27.205517344176769 10.074529618024824 16.602196574211124 23.141776889562607 124.14690432697535 6.3997362405061713 7.7020399570465079 33.152989864349365 37.888308882713318 195.50874217227101 409.95937377586961 21.262425445020199 61.269269652664661 6395.2077498575673 3.8413942158222198 leaf_count=24 20 101 34 65 82 493 23 28 131 128 716 1486 71 205 23394 16 internal_value=1.31985e-06 -3.69036e-06 -0.00113265 -0.000720961 -0.0013487 -0.000171054 -0.00888955 2.5392e-05 1.89448e-05 -0.000567054 0.00162372 -0.00172098 7.98882e-05 0.00282796 4.19958e-05 0.00472902 internal_weight=7382.17 7374.35 185.196 180.365 170.291 147.289 23.0019 7189.16 7181.45 676.509 233.397 443.112 6504.94 88.4748 6416.47 7.81501 internal_count=27017 26977 717 697 663 575 88 26260 26232 2461 844 1617 23771 306 23465 40 is_linear=0 shrinkage=0.03 Tree=1676 num_leaves=17 num_cat=0 split_feature=9 4 9 4 5 12 4 7 8 9 0 13 5 9 5 5 split_gain=0.192342 1.15088 0.851285 0.28859 2.1379 2.39077 1.6278 1.39508 0.913272 0.296435 4.08026 1.74152 0.717594 0.540491 1.65824 0.514034 threshold=1.5000000000000002 0.95000000000000018 1.7000000000000004 0.68500000000000016 1.3050000000000006 1.5000000000000002 0.65500000000000025 1.5000000000000002 2.9000000000000004 2.1000000000000005 525.00000000000011 3.9000000000000008 1.0350000000000008 2.3000000000000003 1.2650000000000006 0.62500000000000033 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 5 -4 7 -6 -7 10 11 -5 -12 14 -11 -15 right_child=2 -3 3 9 6 8 -8 -9 -10 13 12 -13 -14 15 -16 -17 leaf_value=-0.0048869985319877811 -0.010728752524238166 0.014792474287931394 -0.0016478850377202449 -0.016465861384606803 -0.0013715578004884659 0.0096504663670029644 0.0086918345098400979 -0.016430706714341343 0.025384893338366701 0.0069019627804077187 0.0051380923269815941 0.0055501149776189069 0.02196610050623039 0.0071824745794899529 -0.0068957348938648577 -2.9404522447228805e-05 leaf_weight=5.9228044636547548 6.6590106859803191 4.8765914961695671 10.669556975364687 13.948810093104845 15.174477383494379 6.721640467643736 8.1062040477991122 8.7170943319797498 6.5604060888290405 30.997247537598014 4.7503168527036888 4.2095356136560431 4.3866935148835182 8.9052916364744288 10.492973431944845 7572.8088423791341 leaf_count=27 39 23 34 73 45 22 24 26 19 124 24 14 17 54 39 26413 internal_value=-1.38415e-06 0.00399949 -6.98592e-06 2.27857e-06 0.00214903 0.00892717 -0.00292467 -0.00686605 0.0174222 -1.3421e-05 -0.00313422 -0.011362 0.0132172 -2.24679e-06 0.00341249 -2.09336e-05 internal_weight=7723.91 10.7994 7713.11 7706.45 55.9494 23.9516 31.9978 23.8916 13.282 7650.5 27.2954 18.1583 9.13701 7623.2 41.4902 7581.71 internal_count=27017 50 26967 26928 170 75 95 71 41 26758 128 87 41 26630 163 26467 is_linear=0 shrinkage=0.03 Tree=1677 num_leaves=31 num_cat=0 split_feature=5 5 11 9 7 12 4 13 11 8 9 4 4 11 4 4 8 8 6 3 4 9 6 5 5 11 2 10 4 10 split_gain=0.184073 1.6775 3.8213 2.51696 2.39172 1.7442 1.60135 1.32709 2.92758 2.81409 2.76783 3.41349 2.68265 2.29751 2.17669 5.35555 2.86676 2.54679 2.2573 1.8403 1.78384 0.846734 3.3321 4.02505 3.61888 2.93094 3.57867 2.33969 1.81497 2.05245 threshold=0.99000000000000021 0.9650000000000003 -1.1666666666666663 2.9000000000000004 0.90000000000000013 2.1000000000000005 1.2250000000000005 2.3000000000000007 0.83333333333333337 5.9000000000000012 3.9000000000000004 1.4150000000000007 1.1450000000000007 -1.0000000180025095e-35 1.8300000000000005 1.3950000000000007 6.3000000000000016 6.7000000000000002 1.3 1.1000000000000003 1.9050000000000002 2.9000000000000004 2.1000000000000005 1.5950000000000004 1.0850000000000006 -0.83333333333333315 1.5000000000000002 0.33333333333333326 1.6100000000000005 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 -6 14 9 13 19 -12 -11 -9 15 18 -17 20 -1 -10 -16 22 23 25 -24 26 -2 -25 29 -26 right_child=21 2 3 4 6 -7 -8 8 10 12 11 -13 -14 -15 17 16 -18 -19 -20 -21 -22 -23 24 27 28 -27 -28 -29 -30 -31 leaf_value=-0.0038941903088892649 0.00050229619703288909 0.021017396910363379 0.012913844431412873 -0.01870194376797131 0.0073179900191506003 0.0015536343434786276 -0.00083580493145815854 -0.003048701584639268 0.019287288536150148 0.014497346286110994 0.0097936989860858761 -0.018995468359355207 -0.0083005791626787791 0.0020237069676075623 -0.027626062329942185 0.0081038730101315355 0.026760211034707399 0.0096939408611197066 0.010363780022681176 0.0028346407108490895 -0.0059939372498574051 2.1413843457955809e-05 0.010937725941430675 0.0046283441006296742 -0.013860055002867775 -0.002675116528875511 0.021769743245755986 0.024796329327167695 -0.025427477861241998 0.0041390329401393214 leaf_weight=56.775316178798676 24.208882689476013 10.315562501549719 16.564277961850166 9.3559990078210813 34.524246603250504 6.4731672033667556 58.256004564464092 164.61641380935907 15.211106814444067 4.9543953835964194 7.9595371186733228 6.9372477531433105 74.461735263466835 157.02667315304279 4.8994637876749101 38.630698800086975 9.1729764789342862 6.5233156979084006 12.128233671188353 10.236290171742437 11.445647329092024 7840.1561168897897 6.8780131489038459 14.490508735179903 22.746531084179882 218.51368486136198 10.08828094601631 8.0546286404132825 7.9786430299282065 7.6092240661382666 leaf_count=162 69 31 48 27 96 21 174 478 47 14 22 22 239 453 15 116 32 31 34 32 43 23937 20 43 71 639 32 24 22 23 internal_value=9.98218e-08 0.000461146 0.00346709 0.00202077 0.000359444 -0.0104186 0.00219829 -0.000239866 -0.00104613 -0.00182103 0.00665708 -0.00361306 -0.00687832 -0.000572344 0.00230992 0.0039683 0.0116838 -0.00615349 -0.00138454 0.0126692 -0.0124782 -4.03776e-05 -0.00155161 -0.000312243 -0.00909972 -0.00139539 0.00675797 0.0118337 -0.0126949 -0.00934826 internal_weight=8877.19 716.468 135.489 125.174 108.609 15.8292 92.7803 580.979 441.403 401.059 40.3442 14.8968 79.4161 321.643 139.576 116.707 47.8037 22.8684 68.9035 25.4474 16.3451 8160.72 320.568 275.356 45.2124 252.811 34.2972 22.5451 38.3344 30.3558 internal_count=27017 2137 397 366 318 48 270 1740 1307 1184 123 44 253 931 433 344 148 89 196 79 58 24880 943 807 136 740 101 67 116 94 is_linear=0 shrinkage=0.03 Tree=1678 num_leaves=31 num_cat=0 split_feature=6 10 9 9 13 0 5 3 3 11 11 2 0 0 4 11 12 5 6 12 2 10 5 5 5 4 3 5 9 11 split_gain=0.196744 1.36043 2.55053 2.62988 2.67562 4.00844 3.95713 1.01225 2.27275 5.79528 2.42902 2.62829 2.53477 2.29149 1.67128 2.81327 3.2278 2.40183 2.0899 2.843 2.61106 0.860402 1.37601 3.43063 4.80102 3.10679 2.29235 3.92848 3.57761 3.25408 threshold=1.7000000000000004 -1.1666666666666663 2.5000000000000004 7.7000000000000002 3.1000000000000005 475.00000000000006 1.2350000000000008 0.90000000000000013 0.70000000000000007 -1.4999999999999996 0.33333333333333326 1.7000000000000004 475.00000000000006 575.00000000000011 1.1750000000000005 -0.66666666666666663 1.5000000000000002 2.305000000000001 2.7000000000000006 1.7000000000000004 1.7000000000000004 1.8333333333333339 1.3050000000000006 1.1050000000000006 1.0050000000000006 1.5150000000000008 1.5000000000000002 2.1950000000000007 6.5000000000000009 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 -2 4 6 -6 -4 8 10 -10 12 -12 -3 -11 15 16 -9 -17 19 -16 -20 -1 23 24 -23 -25 29 28 -28 -24 right_child=1 7 3 -5 5 -7 -8 14 9 13 11 -13 -14 -15 18 17 -18 -19 20 -21 -22 22 26 25 -26 -27 27 -29 -30 -31 leaf_value=-0.00016067409603171532 -0.017460816334035536 -0.0066946740110408031 0.025789203687283258 -0.01390862226143323 -0.0044350162832723881 0.0058621435233294763 0.005430901552579713 0.012277350780636924 0.031399293126242733 0.0037709886264250467 0.001313758012253863 0.016908706750011961 0.00067260412186555046 -0.0053713158417703953 0.010612912222294889 -0.001115820999955861 -0.0077374664529417121 0.012008993947042142 -0.0069785824427838457 0.00039333585288952141 0.0070859408511079833 -0.0066364208999318535 0.0024728999936367148 0.0056526409035173213 0.025141565316569046 -0.018850465870923778 -0.00024684297357877521 0.016850777424252797 -0.022816016831066217 0.017995212795457807 leaf_weight=5132.1183713469654 5.5788979530334464 79.281142689287663 10.700840249657629 7.8627326861023894 58.061542186886072 82.182342283427715 43.621371820569038 7.838098168373107 6.4616354852914801 187.1411484926939 63.753038451075554 11.477320253849028 89.455289050936699 28.421924404799938 25.187128394842148 312.28844071924686 96.949798092246056 13.074069023132322 64.819728791713715 897.10365888848901 14.545679584145544 9.8294376544654387 31.173362798988819 6.9381088614463833 7.5772319436073294 14.165050223469732 36.895520200952888 9.8186175264418107 7.6281958706676951 19.923679023981094 leaf_count=19002 21 285 33 39 211 284 150 26 21 620 213 43 319 105 84 1080 369 61 251 3187 51 40 124 23 33 70 134 36 30 72 internal_value=1.33299e-06 0.000246484 0.00254971 0.00310119 0.00378859 0.00159908 0.00944125 -5.95975e-06 0.00120853 0.00340473 -0.000790151 0.00369296 -0.00278893 0.00256558 -0.000401224 -0.00196528 -0.00624037 -0.000588425 0.000270444 0.000672425 -0.00440091 -9.65128e-05 0.00219098 -0.00266238 0.00719673 -0.0107946 0.00396359 -0.000325733 -0.00411359 0.00852534 internal_weight=7381.87 2105.81 208.008 202.429 194.566 140.244 54.3222 1897.8 465.991 222.025 243.967 75.2304 168.736 215.563 1431.81 430.15 104.788 325.363 1001.66 922.291 79.3654 5276.07 143.949 38.5098 17.4067 21.1032 105.439 54.3423 44.5237 51.097 internal_count=27017 7453 738 717 678 495 183 6715 1606 746 860 256 604 725 5109 1536 395 1141 3573 3271 302 19564 562 166 73 93 396 200 164 196 is_linear=0 shrinkage=0.03 Tree=1679 num_leaves=21 num_cat=0 split_feature=4 0 9 3 5 12 4 9 10 7 8 8 13 9 8 7 4 10 11 2 split_gain=0.191417 0.857784 0.77432 1.67951 1.22542 0.444445 0.318755 0.724845 1.2298 0.573917 0.313858 1.33612 1.40043 0.788097 0.572434 2.16081 1.03125 0.213969 0.00277061 0.000133269 threshold=2.7150000000000003 875.00000000000011 3.7000000000000006 1.5000000000000002 2.0050000000000012 6.5000000000000009 2.5850000000000013 5.1000000000000005 1.1666666666666672 1.3 9.3000000000000025 9.9000000000000021 2.7000000000000006 5.5000000000000009 8.3000000000000025 1.5000000000000002 2.3950000000000009 -0.49999999999999994 0.50000000000000022 2.7000000000000006 decision_type=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 18 -5 6 10 8 17 -9 14 13 -13 -12 16 -16 -1 -8 19 -4 right_child=1 -3 3 4 -6 -7 7 9 -10 -11 11 12 -14 -15 15 -17 -18 -19 -20 -21 leaf_value=-7.6807449483314787e-07 0.015912392968189443 -0.022417558087306076 -0.021125201850365257 0.012121478531611734 -0.0080422532107965322 0.008246362092294653 -0.0074540608926025407 0.0027231279743735394 0.012586955973550565 0.016052471918588874 -0.023290417489184288 -0.0048925533554655034 0.015891001619873914 -0.004561789788258214 -0.0010835777397136081 0.0098163766701846542 -0.0050525269731725572 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192 157 133 73 26825 26799 120 56 64 26679 107 55 52 26572 331 26241 44 60 48 is_linear=0 shrinkage=0.03 Tree=1680 num_leaves=31 num_cat=0 split_feature=9 10 5 3 9 9 5 9 3 5 3 5 8 2 0 8 11 6 11 13 12 4 4 8 9 4 5 9 9 10 split_gain=0.182542 1.603 3.63809 2.71605 3.4005 3.12706 2.15583 1.96052 2.39145 2.73846 3.76491 2.66222 2.81083 2.29287 1.37409 4.93889 1.52251 1.29924 1.25741 1.44777 1.20664 0.978023 0.956306 3.23916 1.50872 1.30137 2.89014 1.34483 1.26036 1.04343 threshold=4.1000000000000005 1.1666666666666672 1.7000000000000004 1.7000000000000004 3.9000000000000004 3.9000000000000004 1.5250000000000006 3.9000000000000004 0.90000000000000013 1.2750000000000006 0.3000000000000001 2.0650000000000008 3.1000000000000005 1.5000000000000002 925.00000000000011 7.9000000000000012 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 3.3000000000000007 3.7000000000000006 1.8050000000000004 0.68500000000000016 2.3000000000000003 5.3000000000000016 0.73500000000000032 1.3050000000000006 5.9000000000000012 6.5000000000000009 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 2 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 20 -3 14 9 10 -9 12 -10 -11 18 16 -16 -4 19 -1 -5 -6 23 -2 -25 26 -24 -28 -26 -27 right_child=22 2 17 5 21 -7 -8 8 11 13 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 25 24 28 29 27 -29 -30 -31 leaf_value=0.0004624375136221652 0.01275018702057398 0.0012517211014129717 0.02056133481152065 -0.022993671433758116 -0.0073383434761020066 0.0058209212209741719 -0.012168419276632259 0.015862741968233771 -0.0053766920966771626 0.0020407300138488528 -0.0057997296846059865 -0.012272572022702377 0.0053403967916719874 0.021095448376260015 0.023460245175700979 -0.017019426424859992 0.0050088159503109062 0.0034100086154642685 0.011576496302794231 -0.0013876742328963723 -0.008887513422060251 -0.018881173718484592 -0.011585143915249138 -0.018541020967042465 0.0044394938021575757 -0.00032110442159992853 0.020824215287752575 0.0030894928885136278 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-9.96626e-05 -0.0171377 -0.0102592 -8.38119e-05 -0.00534197 -0.0105433 -5.83e-05 0.00731552 0.013726 -0.00348731 -8.31764e-05 internal_weight=8876.82 2460.82 225.243 209.316 179.835 29.4807 144.883 2235.58 405.443 122.808 89.4406 282.635 273.729 33.3675 1830.14 22.0627 16.5204 15.9274 1808.07 1799.73 22.4779 34.952 6416 30.9792 24.0617 6385.02 21.4682 16.031 12.7835 6363.55 internal_count=27017 7254 678 627 539 88 434 6576 1197 354 259 843 811 95 5379 94 72 51 5285 5261 68 105 19763 110 88 19653 71 54 49 19582 is_linear=0 shrinkage=0.03 Tree=1681 num_leaves=31 num_cat=0 split_feature=8 4 0 13 8 9 5 2 13 11 3 5 7 3 11 10 11 8 9 13 8 11 13 0 7 12 8 12 5 5 split_gain=0.188915 1.08827 1.13399 2.02261 3.53304 1.87415 3.43532 2.97161 2.96671 1.67818 3.13794 2.40516 1.63984 5.17095 1.94887 0.705378 0.728848 0.594966 2.79968 4.17313 3.52016 5.19898 4.8624 2.33564 1.0044 2.61781 4.9721 2.22816 2.10545 3.9796 threshold=6.3000000000000016 0.97000000000000031 475.00000000000006 1.1000000000000003 7.7000000000000002 4.3000000000000016 1.7250000000000003 0.90000000000000013 2.7000000000000006 0.83333333333333337 2.9000000000000004 1.1350000000000005 2.1000000000000005 1.7000000000000004 0.50000000000000022 2.8333333333333344 1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 4.7000000000000011 5.9000000000000012 -0.33333333333333331 1.3000000000000003 350.00000000000006 0.90000000000000013 1.7000000000000004 5.3000000000000016 4.9000000000000012 2.2750000000000008 2.225000000000001 decision_type=2 2 2 2 2 2 2 2 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 5 4 -4 6 7 -3 -8 11 -11 -5 14 -14 -7 17 -17 24 20 23 22 -22 -19 -20 25 26 -1 -27 29 -26 right_child=1 2 3 9 -6 12 8 -9 -10 10 -12 -13 13 -15 -16 16 -18 18 19 -21 21 -23 -24 -25 28 27 -28 -29 -30 -31 leaf_value=0.0043616955570340088 -0.011985818566252094 0.007817649524415566 -0.022763620213869754 0.0055035818826145852 0.0090610450073138286 -0.0015676299563074365 0.0031597897179393964 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3859.313997913152 1038.4959071204066 6.3972359895706168 33.201345585286617 86.741213865578175 24.074540175497532 leaf_count=434 34 112 39 309 21 855 28 420 20 459 32 1631 108 18 421 22 22 24 947 42 234 430 841 1703 13442 3725 22 150 388 84 internal_value=1.24215e-06 -0.00036996 -0.000290202 0.000629896 -0.0108779 -0.00134662 0.00151208 1.33373e-05 0.0157274 0.000911763 0.00407343 3.96821e-05 -0.00255377 0.00430228 -0.00318014 6.32941e-05 0.00779148 5.03051e-05 0.000671964 0.00179046 -0.00131071 0.00186042 -0.00374861 0.00205754 -8.61223e-05 -0.000843852 0.00308342 -0.00134076 0.000144299 0.000247551 internal_weight=7381.45 1057.19 1049.99 561.201 13.4172 488.784 145.12 131.279 13.841 547.784 118.429 429.355 343.665 28.7692 314.895 6324.26 10.6116 6313.65 1136.22 726.421 409.801 178.116 231.686 716.535 5177.43 1207.3 135.599 1071.7 3970.13 3883.39 internal_count=27017 4507 4473 2491 60 1982 580 532 48 2431 491 1940 1402 126 1276 22510 44 22466 4221 2692 1529 664 865 2650 18245 4331 456 3875 13914 13526 is_linear=0 shrinkage=0.03 Tree=1682 num_leaves=27 num_cat=0 split_feature=5 4 4 8 8 8 10 5 2 11 11 4 5 5 11 6 9 6 4 9 11 4 4 9 5 13 split_gain=0.190269 1.60892 4.74551 3.02347 2.15337 1.68039 1.79968 1.44991 2.36166 2.09712 1.36595 6.65477 1.35081 1.26669 2.23728 1.26092 1.25284 1.1658 0.619434 0.515462 3.31343 3.88203 1.81878 0.577349 4.62633 0.783756 threshold=0.91000000000000036 0.91000000000000036 0.82000000000000028 3.3000000000000003 3.7000000000000006 3.3000000000000003 -1.4999999999999996 0.92500000000000027 0.90000000000000013 -0.33333333333333331 -1.1666666666666663 1.6000000000000008 0.87000000000000033 0.8300000000000004 1.0000000180025095e-35 1.7000000000000004 3.9000000000000004 1.5000000000000002 0.53500000000000014 3.1000000000000005 0.50000000000000022 0.77500000000000036 0.8500000000000002 3.3000000000000003 1.5150000000000008 5.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 15 13 17 8 -2 -10 11 -8 -12 14 -3 -1 -15 -7 -9 20 21 -20 -22 24 -21 -25 right_child=7 5 3 -5 -6 6 10 18 9 -11 12 -13 -14 16 -16 -17 -18 -19 19 23 22 -23 -24 25 -26 -27 leaf_value=-0.0064949795515364082 -0.0063460793570454185 0.0071016114914073504 0.032088392636619452 0.0050715779920972037 -0.020950796078000065 -0.023419277130613751 -0.0058777959243522067 -0.0075363620651627385 0.025238636325455449 0.0020405800800116763 0.00064601827985900657 0.036649260250754385 -0.0051010167897664379 -0.022217074673980028 -0.018816483830906516 0.011280969039542165 -0.0042579040428609031 -0.00099221489567717278 0.021769722359004161 -0.00064790863916376542 -0.020005271451346503 0.00015741273016425607 -0.0043062890120500671 4.0964827389624393e-05 0.011346955211511463 -0.0089262698834625207 leaf_weight=7.9405828602612036 7.0452327579259899 8.6286475434899348 7.160920321941374 7.7766164392232895 5.2045798003673545 5.0629952363669855 9.7145262062549573 9.7906932532787305 7.8698632791638383 6.3267503976821873 140.434064660687 5.0244822306558481 49.88319943100214 8.4224327355623227 4.5930481031537047 6.5570276230573654 5.9767429381608954 3.5477600693702698 7.6951684057712546 145.0577219966799 7.0641597360372534 267.45395626034588 111.05639779753983 6833.1271288087592 36.151684038341045 8.783433645963667 leaf_count=35 25 37 21 26 21 35 41 29 30 30 664 21 237 36 21 22 22 17 22 563 24 1064 466 23349 125 34 internal_value=-1.69338e-06 -0.000775278 0.00527076 0.0180232 -0.0043977 -0.00164326 -0.00074312 2.6968e-05 0.00785361 0.0149004 -0.000178919 0.00861955 -0.000860311 -0.00860646 -0.001902 0.00154479 -0.0147627 -0.014179 4.58065e-06 1.45358e-05 -0.00104239 0.00076185 -0.00524516 7.37197e-05 0.00174509 2.9453e-05 internal_weight=7723.35 275.928 34.6397 14.9375 19.7022 241.288 213.667 7447.42 21.2418 14.1966 205.056 14.739 190.317 27.6209 13.2217 14.4976 14.3992 8.61076 7426.18 7416.39 393.27 275.149 118.121 7023.12 181.209 6841.91 internal_count=27017 1256 125 47 78 1131 1015 25761 85 60 963 62 901 116 58 57 58 52 25676 25647 1576 1086 490 24071 688 23383 is_linear=0 shrinkage=0.03 Tree=1683 num_leaves=31 num_cat=0 split_feature=13 6 2 2 4 0 11 2 10 5 5 4 7 2 10 6 8 11 9 11 13 6 5 10 10 13 10 4 4 5 split_gain=0.189871 1.69865 2.54664 3.89154 3.58838 2.5948 1.92279 1.83547 3.02116 3.11847 4.80972 3.8633 2.54915 2.49593 3.59804 3.22155 3.81484 3.00341 2.23551 2.03003 1.90465 1.24904 3.13205 4.44454 2.73878 4.76203 4.1454 3.21881 2.6118 2.60288 threshold=3.7000000000000006 1.3 1.3 0.70000000000000007 1.3150000000000006 350.00000000000006 -0.33333333333333331 1.5000000000000002 1.0000000180025095e-35 1.0350000000000008 1.1150000000000009 1.5750000000000008 3.1000000000000005 0.70000000000000007 0.33333333333333326 1.5000000000000002 5.9000000000000012 1.1666666666666672 5.1000000000000005 -0.66666666666666619 4.9000000000000012 2.3000000000000003 1.9750000000000003 0.50000000000000022 0.83333333333333337 3.3000000000000007 1.1666666666666672 0.81500000000000028 1.8200000000000007 2.0750000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 3 -2 -4 -6 -5 13 12 11 -11 -10 18 14 17 16 -15 -3 -9 -17 -16 -1 24 29 27 -26 -27 -23 -29 -24 right_child=1 7 4 6 5 -7 -8 8 9 10 -12 -13 -14 15 20 19 -18 -19 -20 -21 -22 22 23 -25 25 26 -28 28 -30 -31 leaf_value=7.7095485833029195e-06 0.0066820737366660105 0.0021174014050558479 0.026456010361181576 -0.0051174891396675772 -0.016708306660529717 0.0034765458082697291 -0.020592792795995463 -0.0023013281942727516 -0.02368603515843629 0.023228642153484136 0.0017021163466936831 0.0031300169628741743 0.012609796295606622 0.015324826888387042 -0.010129461558397147 -0.0010208888543264641 -0.0090804020710958302 -0.014009782599059441 -0.0099432097895810027 0.002865368920781926 0.0066561715475778578 0.015874051815358448 0.033059066675269165 -0.012793006531900563 0.024048246468402118 0.0090949696698753406 -0.022061962471412948 -0.0072568387753645649 0.011782983333773577 0.0080050737569142428 leaf_weight=7468.705345033668 10.472443759441374 138.58465749025345 4.6685479134321204 11.880828857421877 7.7864745780825642 21.722109600901604 18.443257361650467 91.507051698863506 9.1352885216474551 10.149488911032675 117.33627505600452 10.271942138671873 7.6273478120565406 30.879035443067551 48.627054452896118 169.38951213285327 7.0874557793140402 11.235564358532427 55.256414890289307 423.20950642973185 6.9539335668086997 6.130179986357688 5.3182573765516343 6.957870874553918 8.2160917669534683 9.0537201613187772 6.6780680418014535 133.7277994826436 6.81463599205017 12.51243403740227 leaf_count=22753 29 420 14 33 26 69 51 272 27 30 345 33 24 85 147 499 21 37 170 1240 21 19 19 33 26 28 22 437 20 67 internal_value=9.42971e-07 0.000349821 -0.00402395 -0.00908461 0.00201685 -0.00184966 -0.0145296 0.000638163 -0.00136942 0.00171044 0.0034159 -0.00949272 -0.0042997 0.0013617 -0.00151045 0.00229728 0.0107689 0.000907965 -0.0051785 0.00175451 -0.00802935 -5.42386e-05 -0.00242195 0.00754249 -0.00386963 0.0055368 -0.004131 -0.00540546 -0.00633363 0.0154778 internal_weight=8876.34 1212.22 74.9737 40.7965 34.1771 29.5086 30.3241 1137.25 301.284 146.893 127.486 19.4072 154.391 835.967 205.401 630.566 37.9665 149.82 146.763 592.599 55.581 7664.11 195.409 24.7886 170.62 23.9479 15.7318 146.673 140.542 17.8307 internal_count=27017 3593 222 113 109 95 84 3371 901 435 375 60 466 2470 625 1845 106 457 442 1739 168 23424 671 119 552 76 50 476 457 86 is_linear=0 shrinkage=0.03 Tree=1684 num_leaves=20 num_cat=0 split_feature=8 4 10 13 12 5 8 0 11 4 11 6 2 5 2 6 0 4 4 split_gain=0.192203 1.39592 1.64972 1.95015 1.72079 1.75268 0.511486 4.04462 2.09644 0.335012 1.07492 0.98592 0.45756 1.57522 0.885405 0.496208 0.279952 0.191788 0.00239323 threshold=8.7000000000000011 1.4650000000000005 -1.8333333333333328 3.1000000000000005 1.9000000000000001 2.4450000000000007 8.5000000000000018 475.00000000000006 0.33333333333333326 2.8450000000000011 0.83333333333333337 0.70000000000000007 3.7000000000000006 1.4450000000000007 3.5000000000000004 1.0000000180025095e-35 575.00000000000011 1.9900000000000007 2.3550000000000009 decision_type=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 -4 -6 9 -8 -9 12 11 -11 14 16 15 -1 -14 -5 -15 right_child=1 2 3 17 5 -7 7 8 -10 10 -12 -13 13 18 -16 -17 -18 -19 -20 leaf_value=-0.0062689934148249778 0.01546848878732769 0.012719901142649728 0.018288970546685695 -0.023932408820030938 -0.0065716147297903583 0.015141650954293838 0.023522787923175418 -0.018775906701251118 0.0075901809416995753 0.020915108709070394 -0.0075005419514788275 0.001134557396900061 0.011698537834858016 -0.022588218936034 0.010489029457928281 1.2102613311303799e-06 -0.0026257110430996946 -0.013951202143958645 -0.021052212667582653 leaf_weight=11.376845069229601 3.9240533486008635 5.3097639866173258 3.3372879549860945 3.8976656608283511 31.348342729732394 3.7455207556486121 6.6702110022306469 5.6674919724464399 5.2084504514932632 4.3531676158308965 4.3668160587549201 4.7340482473373413 2.3414512164890748 1.6626718603074553 7.2382696978747836 7268.0964484103024 2.5821401448920369 3.1190997697412968 2.0246036779135466 leaf_count=69 13 29 14 21 194 17 30 35 24 18 21 22 14 12 39 26361 28 23 33 internal_value=1.44965e-06 -0.00177056 -0.0031033 -0.00495195 -0.00229658 -0.00425419 1.46754e-05 0.00513063 -0.00614928 2.3936e-06 0.004732 0.0106103 -6.32874e-06 -0.00691772 1.8386e-06 -8.58923e-06 0.00418629 -0.0194956 -0.0217448 internal_weight=7381 54.6817 50.7577 45.4479 38.4312 35.0939 7326.32 17.5462 10.8759 7308.78 13.454 9.08722 7295.32 8.61087 7286.71 7279.47 4.92359 7.01677 3.68728 internal_count=27017 311 298 269 225 211 26706 89 59 26617 61 40 26556 87 26469 26430 42 44 45 is_linear=0 shrinkage=0.03 Tree=1685 num_leaves=30 num_cat=0 split_feature=0 8 11 4 3 12 7 4 3 2 6 4 5 4 5 9 2 6 4 4 13 13 4 9 9 9 8 2 5 split_gain=0.191046 1.01303 1.04086 2.34424 2.85561 2.49229 1.71757 2.30977 2.82118 1.59028 1.90663 1.41094 1.31303 0.87676 1.51311 0.796484 0.704912 1.56905 0.716635 2.40743 2.16449 1.67037 1.58203 0.884687 0.721048 3.1244 2.12015 0.362834 0.003075 threshold=575.00000000000011 2.1000000000000005 -0.66666666666666663 2.2150000000000007 0.50000000000000011 2.1000000000000005 0.50000000000000011 0.99000000000000055 2.3000000000000003 3.7000000000000006 0.70000000000000007 1.195000000000001 0.94500000000000017 2.555000000000001 1.7650000000000006 7.5000000000000009 3.5000000000000004 1.3 2.2850000000000006 2.2950000000000013 3.5000000000000004 2.7000000000000006 2.2550000000000012 5.1000000000000005 6.7000000000000002 6.5000000000000009 6.5000000000000009 2.3000000000000003 1.9250000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 -2 3 4 12 -6 7 -4 -9 11 -11 -8 -3 15 -15 -5 18 28 22 -20 21 -21 24 -24 25 -1 -26 -22 -18 right_child=1 2 6 13 5 -7 9 8 -10 10 -12 -13 -14 14 -16 -17 17 -19 19 20 27 -23 23 -25 26 -27 -28 -29 -30 leaf_value=-7.910392912426718e-05 -0.011341262793287643 0.0014882012642226396 0.017539158401521784 -0.019288236723557596 0.0051201911728095788 -0.0012787511373852532 -0.0010255353441704753 -0.0095432210541738019 0.0051956748949134636 -0.00091296088070170166 0.031919455241640755 0.0018719513971444111 -0.018486226077342981 0.011589663531121631 -0.022457660068155829 0.0015201304783351156 -0.021168285735461111 0.0086520945728669474 0.023750709726280156 6.2444253306111398e-05 -0.0082668139483107889 0.010759393145876709 -0.022403839480740893 -0.0036886002706403333 -0.001457851120887885 0.0039806299705341221 0.0030635252824861171 -0.022965575292107843 -0.022882072705415819 leaf_weight=5357.9052776060998 6.6492250487208358 4.0401178374886504 4.2277149558067313 10.460247894749047 71.081206075847149 238.87181268632412 198.82970400154591 41.863291131332517 16.215391397476196 3.051503535360097 3.3279031533747911 632.12573049403727 11.098010573536156 3.1425550477579227 1.8760675508528946 1.9668504670262326 2.3276748037897046 2.4773241728544235 4.6523725390434256 46.694008249789476 2.99129445105791 18.282264530658722 4.3314099162816984 4.7839363515377045 741.84083779156208 176.22523108124733 106.77472110837698 3.0551179386675358 1.5831401757895944 leaf_count=18179 24 21 14 110 229 945 626 161 56 23 25 2802 54 37 18 12 36 17 20 237 16 110 36 21 2271 535 346 24 12 internal_value=-2.46932e-06 0.000337263 0.000399777 -0.00100759 -0.000432667 0.000188712 0.000935629 -0.00386975 -0.00542817 0.0012932 0.0162145 0.00117865 -0.0131554 -0.011721 -0.00113795 -0.0159949 -6.8004e-05 -0.0100286 -5.81657e-05 0.00284411 0.00147461 0.00307223 -9.25265e-05 -0.0125817 -7.46905e-05 5.01716e-05 -0.000888961 -0.0156938 -0.021862 internal_weight=7722.75 1248.83 1242.18 342.537 325.091 309.953 899.641 62.3064 58.0787 837.335 6.37941 830.955 15.1381 17.4457 5.01862 12.4271 6473.92 6.38814 6467.54 75.6751 71.0227 64.9763 6391.86 9.11535 6382.75 5534.13 848.616 6.04641 3.91081 internal_count=27017 5157 5133 1426 1249 1174 3707 231 217 3476 48 3428 75 177 55 122 21860 65 21795 407 387 347 21388 57 21331 18714 2617 40 48 is_linear=0 shrinkage=0.03 Tree=1686 num_leaves=28 num_cat=0 split_feature=7 5 4 3 5 7 2 5 12 8 12 8 5 13 0 8 8 10 11 4 13 12 3 2 6 9 4 split_gain=0.186895 1.57502 2.01131 1.47121 1.55675 1.68196 1.41518 1.37861 1.50711 1.22377 0.435757 0.754368 0.604062 0.414716 1.5184 1.80991 2.18648 1.59084 4.92883 3.02179 0.666028 3.07381 3.11085 2.48645 0.3654 1.95113 0.668189 threshold=0.3000000000000001 2.1050000000000009 0.90000000000000036 0.90000000000000013 1.3050000000000006 1.0000000180025095e-35 1.3 2.2350000000000008 3.9000000000000008 5.5000000000000009 6.1000000000000005 5.9000000000000012 2.1450000000000009 1.3000000000000003 200.00000000000003 6.5000000000000009 4.5000000000000009 -0.83333333333333315 0.83333333333333337 1.195000000000001 1.5000000000000002 2.3000000000000007 2.7000000000000006 1.3 0.70000000000000007 7.1000000000000005 2.0950000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -6 -4 -3 -9 -10 13 12 -12 14 15 16 -2 18 -16 -19 21 23 -23 -15 25 -22 -26 right_child=10 7 3 4 5 -7 -8 8 9 -11 11 -13 -14 20 17 -17 -18 19 -20 -21 24 22 -24 -25 26 -27 -28 leaf_value=0.015218907608099028 -0.0084395254457723702 0.015091748870353115 -0.0045292563444153449 -0.016072596036496758 0.0051669137390956557 -0.0061436004108707141 0.012221999612905654 0.013086051556981369 -0.018493284664979008 0.0038487625707140237 -0.002743641391006173 0.0010760695019493701 -0.021894646735610174 0.001007800810647361 0.0018260471359740186 -0.015327025023748046 0.0044283551658750361 -0.0061633220050539353 -0.025796162918235277 0.0060354384946417726 0.00024766305498772869 -0.0048542520442544194 0.012506996392409575 0.01557072205519606 4.0439268243291983e-05 0.0063267005241221955 -0.0012441585027246449 leaf_weight=5.3586882650852194 19.807706162333488 9.0578607171773928 8.836056128144266 10.62588059902191 14.98791768401861 56.212861873209476 9.3334753811359388 5.0695565268397322 4.4590132646262628 4.3677925765514374 2.6897558569908124 7.2771779280155897 3.3020825292915106 59.781298615038395 39.183514550328255 9.0245708823204023 29.709522277116776 21.60381381213665 6.8268768638372412 118.63452153280377 655.02110208943486 156.22252044826746 9.876031428575514 12.813417643308638 7160.6399806514382 51.235025182366371 383.96532084047794 leaf_count=20 60 35 28 35 55 217 27 26 34 17 10 34 30 176 124 26 86 71 22 393 2044 497 43 38 21396 160 1313 internal_value=1.12699e-06 -0.00113553 -0.00268699 -0.00364654 -0.00536125 -0.00376271 0.00407567 0.00598531 4.9601e-05 -0.00743771 1.77994e-05 -0.00541464 -0.0132977 2.60522e-05 0.00124343 -0.00297092 -0.000719009 0.00256809 -0.00227245 0.00415621 -9.05014e-06 -0.00157131 -0.00382197 0.00357825 3.61454e-05 0.000688664 -2.49374e-05 internal_weight=8875.92 128.309 105.355 99.9962 81.8267 71.2008 18.1695 22.9542 13.8964 8.82681 8747.61 13.269 5.99184 8734.35 244.791 58.5418 49.5172 186.249 46.0104 140.238 8489.55 238.693 166.099 72.5947 8250.86 706.256 7544.61 internal_count=27017 494 382 362 307 272 55 112 77 51 26523 74 40 26449 782 172 146 610 146 464 25667 754 540 214 24913 2204 22709 is_linear=0 shrinkage=0.03 Tree=1687 num_leaves=30 num_cat=0 split_feature=8 7 9 10 4 0 5 11 4 12 4 10 0 4 9 5 10 5 3 12 4 0 13 6 8 5 2 0 13 split_gain=0.187979 0.957913 1.70343 1.68925 2.21874 2.29583 1.49246 2.75033 2.88006 1.48159 2.18512 2.14849 2.48206 2.22836 3.44859 1.71434 1.47797 1.34472 1.26546 0.637809 0.632982 0.572129 0.477808 0.382975 1.21737 0.741713 0.343185 1.08746 0.391307 threshold=2.9000000000000004 0.90000000000000013 5.1000000000000005 0.83333333333333337 1.3250000000000008 475.00000000000006 1.1650000000000007 -0.33333333333333331 0.97000000000000031 2.7000000000000006 1.5050000000000006 0.83333333333333337 525.00000000000011 1.0150000000000006 5.3000000000000016 1.5650000000000006 -1.4999999999999996 1.4550000000000007 0.90000000000000013 2.1000000000000005 0.53500000000000014 475.00000000000006 5.9000000000000012 1.0000000180025095e-35 5.7000000000000002 1.6350000000000005 3.7000000000000006 575.00000000000011 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 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 -4 19 21 -9 10 16 13 17 15 -15 -11 -3 -13 -18 -1 -2 -8 23 24 25 -22 28 -28 -25 right_child=20 9 3 -5 -6 -7 7 8 -10 11 -12 12 -14 14 -16 -17 18 -19 -20 -21 22 -23 -24 26 -26 -27 27 -29 -30 leaf_value=-0.016063477474590724 0.0128133253156292 -0.015946023633053009 -0.02016212314981761 -0.021994800075607623 0.0084180386930118641 -0.0019984858469448636 0.0088794208595307164 0.01587732864536329 -0.0073505797381707644 0.016270849608073113 -0.016315573052863044 0.016695924904746511 0.026100757837511146 -0.0073768753382920391 0.0059637886065032533 0.00082814067363937431 0.0026266848432043009 -0.0022738143943952867 -0.0021262343968936419 -0.0023832767043227617 -0.023294444109650529 0.02223922766645655 0.0069449626402101608 0.00068075046091593361 0.0059560856085801037 -0.0027553436657186919 0.0040844529700929614 -0.01340625406979018 -3.7939668590686508e-05 leaf_weight=5.7646416649222356 3.4894313514232627 5.5951096042990676 10.7381594106555 6.4639684036374083 8.1170100420713407 15.027561686933039 5.8462945222854596 6.2380999326705959 20.901034191250801 12.810663670301439 8.3995148763060552 5.1830252557992962 6.9770260304212561 41.702208995819092 29.973986543715 13.071236900985239 81.11887388676405 9.5786939635872823 133.20419729501009 6.5550400838255882 3.5266153253614885 5.6954236850142479 8.9888759180903417 767.02958822250366 4.7613419964909554 2.8703086823225021 6.2461741529405099 6.558267742395401 6138.35916268453 leaf_count=24 11 22 49 28 31 61 23 20 77 45 32 19 23 156 118 48 286 36 479 24 25 20 36 2835 29 17 45 71 22327 internal_value=1.15397e-06 -0.000600918 -0.00333475 -0.0079407 -0.00525953 -0.00956839 0.000309026 0.00320529 -0.0020115 0.000117487 -0.00129824 0.002827 0.0113558 0.000926543 -0.001798 0.00847176 -0.000724676 0.0043867 -0.000327308 -0.00878453 3.92256e-05 0.015472 3.28012e-05 2.38346e-05 -0.00552956 -0.0140785 3.27916e-05 -0.00487406 4.18902e-05 internal_weight=7380.79 438.962 91.3472 40.3467 33.8827 25.7657 51.0005 38.6809 27.1391 347.615 228.318 119.297 21.7387 97.5581 71.6762 25.8819 219.918 14.7617 214.323 12.3197 6941.83 11.5417 6938.34 6929.35 11.1583 6.39692 6918.19 12.8044 6905.39 internal_count=27017 1621 357 169 141 110 188 140 97 1264 819 445 78 367 274 93 787 55 765 48 25396 43 25385 25349 71 42 25278 116 25162 is_linear=0 shrinkage=0.03 Tree=1688 num_leaves=22 num_cat=0 split_feature=4 5 8 5 9 9 12 4 9 10 7 8 8 13 9 8 7 4 10 5 8 split_gain=0.187027 0.828086 0.825284 0.92362 0.751594 1.74497 0.430871 0.30576 0.693949 1.19097 0.543598 0.302691 1.297 1.32204 0.779979 0.545573 2.05147 1.00193 0.212361 0.20023 0.000174996 threshold=2.7150000000000003 1.2950000000000006 8.5000000000000018 1.5250000000000006 6.3000000000000016 4.5000000000000009 6.5000000000000009 2.5850000000000013 5.1000000000000005 1.1666666666666672 1.3 9.3000000000000025 9.9000000000000021 2.7000000000000006 5.5000000000000009 8.3000000000000025 1.5000000000000002 2.3950000000000009 -0.49999999999999994 1.8450000000000004 7.3000000000000016 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=6 20 3 -3 5 -5 7 11 9 18 -10 15 14 -14 -13 17 -17 -1 -9 -4 -2 right_child=1 2 19 4 -6 -7 -8 8 10 -11 -12 12 13 -15 -16 16 -18 -19 -20 -21 -22 leaf_value=-1.5778356398718929e-06 -0.021254900048628941 0.018123566811397377 -0.0066601529984355876 0.011841089800926349 0.0071402393338106671 -0.022412106037851237 0.0081317739756690578 -0.0073901069697447468 0.0026649832621316789 0.012267336969924436 0.015604852495904225 -0.023222678671122623 -0.0047733816434576944 0.015381890713103427 -0.0044902172379496161 -0.0010621706749893358 0.0095413211231729928 -0.0049887523911408393 -0.021799781852854409 -0.022015865809679347 -0.020700298877646295 leaf_weight=7550.249671000056 0.95672654453665318 2.7074654675088849 1.4464916903525584 2.2000825218856317 4.8295794688165188 3.4181141015142202 5.8667899481952182 1.7387747764587405 6.9940761215984804 2.3589403890073299 5.018345445394516 3.6829900275915879 8.3451510928571206 4.5128353983163825 4.3790521696209908 47.75097693130374 25.028597313910723 36.430317798629403 1.9558550827205206 1.6203311178833244 1.1016628202050922 leaf_count=25975 16 27 21 17 26 36 26 20 34 12 30 27 37 18 25 207 124 266 24 19 30 internal_value=-2.3982e-06 -0.00303325 -0.000758801 0.00250832 -0.00153826 -0.00899857 4.79327e-06 -1.40009e-06 0.00389686 -0.00438568 0.00807078 -1.05697e-05 -0.00361426 0.00230062 -0.0130478 -7.27034e-07 0.00258433 -2.55256e-05 -0.0150183 -0.0147732 -0.0209581 internal_weight=7722.59 18.2805 16.2221 13.1552 10.4478 5.6182 7704.31 7698.45 18.066 6.05357 12.0124 7680.38 20.92 12.858 8.06204 7659.46 72.7796 7586.68 3.69463 3.06682 2.05839 internal_count=27017 192 146 106 79 53 26825 26799 120 56 64 26679 107 55 52 26572 331 26241 44 40 46 is_linear=0 shrinkage=0.03 Tree=1689 num_leaves=31 num_cat=0 split_feature=5 9 6 8 11 12 8 9 9 11 11 10 5 9 6 5 5 11 2 10 8 5 8 8 4 10 13 11 13 9 split_gain=0.184188 1.67008 1.49767 2.72812 2.22792 2.02135 1.74283 4.23067 3.68718 2.43705 2.25045 2.12164 1.7733 0.819677 3.20358 3.86125 3.48364 2.83315 3.4614 2.23006 1.78186 1.77034 2.63926 1.75701 1.73934 1.97402 1.61354 2.78837 0.62341 2.94752 threshold=0.99000000000000021 6.7000000000000002 0.70000000000000007 3.3000000000000003 0.83333333333333337 2.1000000000000005 6.1000000000000005 2.9000000000000004 4.1000000000000005 -0.33333333333333331 0.83333333333333337 -1.1666666666666663 0.9650000000000003 2.9000000000000004 2.1000000000000005 1.5950000000000004 1.0850000000000006 -0.83333333333333315 1.5000000000000002 0.33333333333333326 3.5000000000000004 1.0050000000000006 3.9000000000000004 5.3000000000000016 1.6100000000000005 0.50000000000000022 2.3000000000000007 -1.0000000180025095e-35 4.3000000000000016 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 -5 10 9 -9 -8 12 -12 -4 14 15 17 -16 18 -2 23 -19 22 -15 -17 25 -18 -24 -28 -23 -30 right_child=13 -3 6 4 -6 -7 7 8 -10 -11 11 -13 -14 21 16 19 24 20 -20 -21 -22 28 26 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0099892542204589752 0.00050836021175291915 -0.014391890016765753 -0.00066560636587449055 0.0031045050204806142 -0.0073139716427266842 0.014688777269234619 -0.0024975939262401651 -0.012902194194532399 -0.00042657570176964245 0.017671685242063109 0.022084298956639079 0.0043736368614241882 0.0040641468644784613 -0.02087046625187388 0.010719917840592034 0.01504131424578297 -0.013632298725606135 -0.010009847836089962 0.021465797629584966 0.024193280669877359 -0.0016369907819735957 -4.427776432584547e-06 -0.013866064861395831 -0.0058499813698902363 -0.024940390174983982 0.0040229187162608695 0.015510424319987906 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-0.00137443 0.00664955 0.0115734 -0.00263196 2.14178e-05 -0.00661324 0.00453045 -0.0124728 -0.00918886 -0.00198912 0.0025051 5.20522e-05 0.00132512 internal_weight=8875.58 716.028 709.28 72.7351 62.8745 54.3886 636.545 107.23 85.4964 21.7331 529.315 51.8983 477.417 8159.55 320.391 275.279 45.1114 252.698 34.2376 22.5814 218.46 7839.16 36.0297 14.4931 38.2343 30.2631 27.2059 19.7373 7803.13 331.481 internal_count=27017 2137 2116 255 224 194 1861 336 266 70 1525 152 1373 24880 943 807 136 740 101 67 639 23937 106 43 116 94 80 59 23831 1002 is_linear=0 shrinkage=0.03 Tree=1690 num_leaves=18 num_cat=0 split_feature=8 4 10 11 0 6 5 8 2 4 10 7 4 8 12 4 9 split_gain=0.186941 0.261385 1.87321 1.93928 2.41129 2.30307 2.4863 0.57684 0.805026 0.643736 3.05488 3.42519 2.22832 2.43359 1.38237 0.942011 0.222113 threshold=1.1000000000000003 0.80000000000000038 0.83333333333333337 -1.1666666666666663 475.00000000000006 0.70000000000000007 0.93000000000000027 1.7000000000000004 1.1000000000000003 0.91000000000000036 -1.0000000180025095e-35 1.9000000000000001 0.93000000000000027 4.9000000000000012 2.7000000000000006 0.97000000000000031 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 2 3 4 -2 -5 -7 8 -3 10 14 -12 13 -11 -9 -14 -1 right_child=1 7 -4 5 -6 6 -8 9 -10 12 11 -13 15 -15 -16 -17 -18 leaf_value=0.00048403161797980318 -0.025591307800550463 0.013349532223216845 0.013669743866861919 0.016689971685917987 0.0014645672210435259 0.014446173422099678 -0.00089945414252979162 0.0031667136432018675 -0.00047303704452913352 0.0080470102096699501 -0.0071209138850935744 0.005555705451460495 -0.0024515322629815109 -0.0091473109571794369 -0.0067354523191123766 2.0347138732185614e-05 -0.0094796024274212531 leaf_weight=3.9725150614976865 5.5935745239257795 6.9418934285640708 10.170432493090628 8.3004684969782812 6.3077415078878403 10.360395796597002 114.71889115124941 102.81417632102966 8.3572836071252805 53.634166099131107 103.44989918917418 23.550188444554806 141.66404371708632 8.5955974012613279 14.474758833646773 6753.5489828772843 4.0835625827312469 leaf_count=20 24 21 31 28 26 37 399 356 26 175 374 80 504 33 55 24805 23 internal_value=1.00607e-06 5.99703e-06 0.00122313 0.000351797 -0.0112516 0.00138715 0.000371634 -2.02194e-05 0.00579886 -3.25812e-05 -0.00154625 -0.00477023 2.05664e-05 0.00567201 0.00194468 -3.04383e-05 -0.00456646 internal_weight=7380.54 7372.48 155.452 145.281 11.9013 133.38 125.079 7217.03 15.2992 7201.73 244.289 127 6957.44 62.2298 117.289 6895.21 8.05608 internal_count=27017 26974 545 514 50 464 436 26429 47 26382 865 454 25517 208 411 25309 43 is_linear=0 shrinkage=0.03 Tree=1691 num_leaves=31 num_cat=0 split_feature=12 4 4 2 4 9 6 10 9 10 2 2 7 9 11 2 6 10 5 5 4 4 4 4 5 7 13 5 0 8 split_gain=0.187738 1.25342 3.2986 2.9819 10.6682 2.65109 2.58214 2.5218 2.40465 3.18703 2.34112 2.32956 2.20235 2.89347 2.551 1.68952 5.84181 2.72226 2.43325 1.50415 1.50582 1.22028 1.16261 2.10665 2.57125 2.03412 3.91229 2.66066 3.70939 2.6411 threshold=2.9000000000000008 1.5350000000000008 1.6400000000000006 1.9000000000000001 1.4650000000000005 5.9000000000000012 1.5000000000000002 -2.1666666666666656 4.9000000000000012 -1.8333333333333328 1.1000000000000003 1.9000000000000001 2.1000000000000005 5.3000000000000016 0.50000000000000022 1.7000000000000004 0.70000000000000007 1.0000000180025095e-35 1.2250000000000008 2.4650000000000003 1.4150000000000007 1.6000000000000008 1.195000000000001 1.2050000000000007 1.8900000000000006 0.50000000000000011 1.7000000000000004 2.1350000000000011 200.00000000000003 4.7000000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 11 15 5 6 -5 -4 10 -10 -9 12 14 -14 -3 19 18 -18 -17 20 -1 -13 25 24 -24 29 -27 28 -28 -2 right_child=22 2 7 4 -6 -7 -8 8 9 -11 -12 21 13 -15 -16 16 17 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=-0.00013922801935655082 0.0039907981446185648 -0.0021489572217514327 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5.0272183418273926 7.4887496680021277 582.13026775419712 6.0989474505186081 13.847112245857717 2429.7870687157847 8.8996278420090658 33.288605473935604 45.452898234128952 69.613112561404705 214.49874928221107 8.8710538819432241 leaf_count=9907 98 855 43 53 47 18 27 351 25 1240 1129 40 136 36 285 22 147 142 19 26 1942 28 43 9221 26 100 134 217 630 30 internal_value=-2.24231e-06 -0.000115544 -0.00104427 0.000134032 0.00863753 -0.00313327 0.00195352 0.000236871 0.00041697 -0.0014385 0.00220997 -0.00329219 -0.00283996 0.00368713 -0.00368106 5.17588e-05 -0.00405798 -0.00674815 0.0181651 0.000149144 0.000121987 -0.0156809 0.000190872 -5.44795e-05 -0.00914177 0.00168442 0.00097636 0.00196639 0.0033613 0.00810191 internal_weight=7722.29 4866.86 1030.85 3836.02 36.7585 24.0183 19.055 656.624 650.52 319.69 330.83 374.225 361.046 41.2144 319.831 3799.26 87.9439 78.4476 9.49633 3711.31 3703.82 13.1794 2855.42 2452.53 22.7467 402.888 362.853 329.565 259.952 40.0347 internal_count=27017 16518 4168 12350 145 98 80 2788 2745 1265 1480 1380 1312 172 1140 12205 330 289 41 11875 11849 68 10499 9290 69 1209 1081 981 764 128 is_linear=0 shrinkage=0.03 Tree=1692 num_leaves=31 num_cat=0 split_feature=13 6 2 2 4 7 0 2 10 5 5 4 7 2 12 11 8 9 6 5 9 11 6 5 10 10 13 10 4 4 split_gain=0.183384 1.63265 2.43523 3.77505 3.47567 2.52754 2.49365 1.75681 2.91966 2.98314 4.64701 3.7012 2.46145 2.42655 3.20687 2.93841 2.76564 3.34471 2.42817 2.34332 2.15402 1.27315 1.20008 2.99266 4.25879 2.63751 4.55218 4.00999 3.08736 2.51568 threshold=3.7000000000000006 1.3 1.3 0.90000000000000013 1.3150000000000006 2.9000000000000004 350.00000000000006 1.5000000000000002 1.0000000180025095e-35 1.0350000000000008 1.1150000000000009 1.5750000000000008 3.1000000000000005 0.90000000000000013 1.7000000000000004 1.5000000000000004 5.3000000000000016 6.1000000000000005 1.7000000000000004 0.9650000000000003 4.5000000000000009 0.33333333333333326 2.3000000000000003 1.9750000000000003 0.50000000000000022 0.83333333333333337 3.3000000000000007 1.1666666666666672 0.81500000000000028 1.8200000000000007 decision_type=2 2 2 2 2 2 2 2 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 5 -4 -2 -6 13 12 11 -11 -10 20 16 19 -16 17 -3 -18 -15 -9 -5 -1 25 -25 28 -27 -28 -24 -30 right_child=1 7 4 21 6 -7 -8 8 9 10 -12 -13 -14 14 15 -17 18 -19 -20 -21 -22 -23 23 24 -26 26 27 -29 29 -31 leaf_value=7.6215051719746215e-06 0.01180455356604803 -0.00044812611270516521 0.026108381964761566 -0.011559314057746442 -0.016373655009833364 -0.0098305789425889543 0.0034017870018144387 -0.00094130755610318656 -0.023150259119281917 0.022879613378423036 0.0016774979527076574 0.003095373916986281 0.012426797742543492 0.00081862851546556906 0.001375625650642602 0.012808494008685931 0.0051203476773602589 0.0088063514730148621 -0.0074868896835270206 0.015222246329270616 -0.00827373223276575 -0.026486827975116273 0.015493480013602302 0.015045565203115206 -0.01265914767634373 0.023461666798957424 0.0089054040552261748 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-0.00509951 0.0103256 -0.0050823 -0.0176079 -5.30685e-05 -0.00237545 0.00734351 -0.00379549 0.00543189 -0.00405326 -0.00530627 -0.00621927 internal_weight=8875.05 1212 74.9302 40.7924 34.1378 19.4567 29.4998 1137.07 301.131 146.84 127.431 19.4086 154.291 835.938 478.626 433.322 357.312 267.744 89.5684 45.3035 146.69 21.3357 7663.05 195.156 24.8791 170.276 23.9567 15.6982 146.32 140.167 internal_count=27017 3593 222 113 109 54 95 3371 901 435 375 60 466 2470 1386 1257 1084 823 261 129 442 59 23424 671 119 552 76 50 476 457 is_linear=0 shrinkage=0.03 Tree=1693 num_leaves=16 num_cat=0 split_feature=8 4 10 13 12 5 8 7 0 5 5 2 8 2 4 split_gain=0.186984 1.33752 1.58365 1.90321 1.64623 1.68523 0.493663 3.92701 3.60417 0.327505 0.520158 0.399777 3.71807 0.387977 0.190105 threshold=8.7000000000000011 1.4650000000000005 -1.8333333333333328 3.1000000000000005 1.9000000000000001 2.4450000000000007 8.5000000000000018 1.1000000000000003 350.00000000000006 3.1450000000000005 3.0050000000000008 1.0000000180025095e-35 4.3000000000000016 0.3000000000000001 1.9900000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 -2 -3 4 -4 -6 9 -8 -9 10 11 12 -1 -13 -5 right_child=1 2 3 14 5 -7 7 8 -10 -11 -12 13 -14 -15 -16 leaf_value=-0.017739709198331993 0.015077157607103406 0.012386498456853528 0.017760030776041089 -0.023832243787561876 -0.0064843228782259406 0.01476257371692403 -0.014490277503803673 0.037518191254294501 0.0026245166906953441 -0.00669514905561624 0.0083223968987658492 0.0017234581574625963 0.0085541188711684979 -1.6073067536990726e-05 -0.013830329643994298 leaf_weight=9.4718641713261622 3.9447195455431929 5.3434832617640486 3.3686185479164115 3.8281542360782614 31.226705025881529 3.7648593112826338 6.0681251548230675 4.1910127997398359 7.3124872967600822 6.5654404237866393 6.7660780511796466 117.28481499105692 9.8978296071290952 7158.027758307755 3.0914462953805923 leaf_count=36 13 29 14 21 194 17 35 16 38 30 31 408 37 26075 23 internal_value=1.24298e-06 -0.00174837 -0.00305947 -0.00488226 -0.00227002 -0.0041983 1.42758e-05 0.00503665 0.0153372 2.19984e-06 8.22208e-06 5.10386e-07 -0.00430368 1.19698e-05 -0.0193637 internal_weight=7380.15 54.568 50.6233 45.2798 38.3602 34.9916 7325.59 17.5716 11.5035 7308.01 7301.45 7294.68 19.3697 7275.31 6.9196 internal_count=27017 311 298 269 225 211 26706 89 54 26617 26587 26556 73 26483 44 is_linear=0 shrinkage=0.03 Tree=1694 num_leaves=25 num_cat=0 split_feature=9 11 5 7 8 7 10 10 2 4 3 8 5 4 7 10 10 9 13 10 5 11 6 13 split_gain=0.185984 1.35291 1.54022 1.19131 1.17061 1.72809 1.28655 0.981569 2.89773 1.96742 1.99869 1.64551 2.35255 2.31426 2.11894 0.426338 0.5977 0.388611 2.93436 1.67914 1.30475 0.66317 2.71589 0.739218 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.50000000000000011 4.1000000000000005 1.1000000000000003 -1.0000000180025095e-35 0.50000000000000022 0.90000000000000013 1.0950000000000009 1.1000000000000003 7.7000000000000002 1.9500000000000004 1.7300000000000004 0.70000000000000007 3.1666666666666674 2.8333333333333344 7.1000000000000005 4.1000000000000005 1.5000000000000004 1.5550000000000008 -1.8333333333333328 1.9000000000000001 3.7000000000000006 decision_type=2 2 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 7 -3 -4 5 -5 -6 11 -9 -10 -11 12 13 -2 -14 16 17 21 19 -19 -20 22 -1 -23 right_child=1 2 3 4 6 -7 -8 8 9 10 -12 -13 14 -15 -16 -17 -18 18 20 -21 -22 23 -24 -25 leaf_value=4.9987262459291978e-05 -0.0053811507438013091 -0.0077640091862668991 -0.0053448064655518502 0.0077851796830552501 0.011496529492231738 -0.0075662359687598208 0.0036122445141841476 0.018222929863387298 0.025970086516313492 -0.018081528248192896 0.00055264845926917031 0.012729279009304659 0.0091194920701931619 -0.024266919090990408 -0.0025952900391214046 0.0081176610727951501 -0.0092206916811040894 -0.00098345013554639645 0.0016331760930683554 -0.01072974062021834 0.019258198744323364 0.00010459512176719069 0.0099325725224598555 -0.00079602644616853172 leaf_weight=132.99811245128512 49.814166620373726 10.618506163358687 10.680926561355589 12.615525037050249 33.305371075868607 13.839075848460196 42.265109952539206 8.8171516209840757 2.4028853476047507 5.9588408544659606 39.657660931348801 6.2455757707357398 19.23258076608181 6.6151081025600424 50.081109173595905 5.7716487720608702 6.3755249306559554 408.84736556187272 6.4853868484497061 16.553412612527609 9.0623554438352567 5838.3259799671359 30.828443434089422 954.28738910891116 leaf_count=442 153 38 35 40 108 41 136 28 7 25 130 22 69 28 154 31 32 1293 19 62 27 20668 96 3333 internal_value=-2.52693e-06 0.000714799 0.00315868 0.00418775 0.00518571 -0.000245537 0.007087 -0.000881337 0.00241481 -0.000487825 -0.00188152 -0.00230071 -0.00304724 -0.0075951 0.000655229 -3.27465e-05 -3.91002e-05 -3.1187e-05 -0.00089484 -0.0013627 0.0119063 2.35575e-05 0.00190967 -2.19323e-05 internal_weight=7721.69 312.15 123.325 112.706 102.025 26.4546 75.5705 188.825 56.8365 48.0194 45.6165 131.989 125.743 56.4293 69.3137 7409.54 7403.76 7397.39 440.949 425.401 15.5477 6956.44 163.827 6792.61 internal_count=27017 1014 398 360 325 81 244 616 190 162 155 426 404 181 223 26003 25972 25940 1401 1355 46 24539 538 24001 is_linear=0 shrinkage=0.03 Tree=1695 num_leaves=31 num_cat=0 split_feature=5 9 6 8 11 12 8 9 9 11 10 5 3 9 8 11 2 10 5 7 3 5 8 4 4 13 9 0 12 4 split_gain=0.183639 1.61358 1.43972 2.61685 2.14912 1.96145 1.67903 4.07494 3.20928 2.15866 2.05709 1.70343 1.46391 0.786257 3.18072 2.96939 3.72766 3.37392 2.95617 5.37346 2.49529 1.69896 2.55398 1.56971 3.30818 0.5885 2.85017 2.20124 0.640079 1.99173 threshold=0.99000000000000021 6.7000000000000002 0.70000000000000007 3.3000000000000003 0.83333333333333337 2.1000000000000005 6.1000000000000005 2.7000000000000006 4.9000000000000012 0.83333333333333337 -1.1666666666666663 0.9650000000000003 0.70000000000000007 2.9000000000000004 2.5000000000000004 -0.83333333333333315 1.7000000000000004 0.33333333333333326 1.4850000000000008 1.9000000000000001 0.50000000000000011 1.0050000000000006 3.9000000000000004 1.2850000000000008 1.4850000000000005 4.3000000000000016 7.5000000000000009 200.00000000000003 2.1000000000000005 1.8200000000000003 decision_type=2 2 2 2 2 2 2 2 2 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 -5 9 12 -9 11 -11 -4 -8 14 -2 16 17 -16 20 -20 -17 22 -15 -24 -25 28 27 -27 29 -23 right_child=13 -3 6 4 -6 -7 7 8 -10 10 -12 -13 -14 21 15 18 -18 -19 19 -21 -22 25 23 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0097574736054851507 -0.019150290545188908 -0.014148293099158903 -0.00064142894804735209 0.0030531356621616925 -0.007162148952117863 0.014483386460797255 0.021885550133730013 -0.0087109570257815176 0.0052742899342127433 0.021764348477640267 0.0042887878798099684 0.0039946566679384251 0.003581787347643499 -0.020531091520125958 -0.004728556312086506 0.012078468328746123 0.023184008371267068 0.01446639823677953 -0.00046520349274111183 0.026320066270031448 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0.00460442 0.00686458 0.0090642 0.00014409 -0.00327871 -0.00582456 0.000837754 0.00665169 0.000206318 0.0101531 -3.95119e-05 -0.00149665 -0.000990223 0.00605459 0.00178819 -0.00220894 0.00533871 -0.00353731 2.00109e-05 -0.00648207 -0.00193752 -0.00687359 5.0012e-05 0.001287 0.00170491 -4.86433e-06 0.000477125 internal_weight=8874.52 715.755 709.015 72.5556 62.69 54.1918 636.46 107.25 90.1607 529.21 51.8453 477.365 17.089 8158.76 320.199 311.27 45.9066 36.7526 265.363 39.7138 225.649 7838.56 36.0016 27.2023 18.5157 7802.56 331.439 324.125 7471.12 1861.78 internal_count=27017 2137 2116 255 224 194 1861 336 280 1525 152 1373 56 24880 943 914 137 107 777 117 660 23937 106 80 56 23831 1002 977 22829 5341 is_linear=0 shrinkage=0.03 Tree=1696 num_leaves=31 num_cat=0 split_feature=6 10 9 9 8 2 12 4 4 4 12 6 3 6 11 4 8 2 10 5 10 4 2 12 9 2 10 5 6 5 split_gain=0.185597 1.28456 2.49276 2.55412 3.3398 2.99537 2.24081 3.13718 1.00217 5.7566 4.30468 5.14784 3.41094 4.38406 3.60233 2.23911 3.52081 1.74637 5.90849 1.35815 0.857709 3.86631 3.30896 4.33309 4.05424 3.00623 4.2078 2.38054 1.80603 1.55208 threshold=1.7000000000000004 -1.1666666666666663 2.5000000000000004 3.7000000000000006 7.1000000000000005 1.7000000000000004 2.1000000000000005 1.6550000000000002 1.8300000000000005 1.8750000000000002 3.5000000000000004 1.9000000000000001 2.3000000000000003 1.9000000000000001 -0.83333333333333315 1.8100000000000005 5.5000000000000009 1.5000000000000002 -0.33333333333333331 0.74500000000000033 -1.1666666666666663 1.8550000000000004 1.5000000000000002 3.3000000000000007 7.1000000000000005 1.3 -1.8333333333333328 1.1250000000000007 0.90000000000000013 2.2350000000000008 decision_type=2 2 2 2 2 2 2 2 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 -2 6 5 -5 -4 -8 15 10 11 -10 14 -14 -11 17 -17 19 -19 -3 21 22 25 28 -25 27 -27 -1 -24 -23 right_child=1 8 3 4 -6 -7 7 -9 9 12 -12 -13 13 -15 -16 16 -18 18 -20 -21 -22 29 23 24 -26 26 -28 -29 -30 -31 leaf_value=0.0041896970215553027 -0.017363427875232696 -0.010115550870245772 -0.0027354746229310287 0.00041278279537035974 -0.017341197834956957 0.010722810998723891 0.021253522709039109 -0.0024078612875123541 0.040019464858439054 -0.014705883769477469 -0.0043955174048338668 0.0091840234265784977 0.033744217590618034 -0.00013742898460297309 0.00013513999146994913 -0.02725284911552605 0.0016318161116156936 0.008366172807128482 -0.00044856945794101617 -0.00050175544550200811 3.8718084374736714e-05 0.0042820360228380512 -0.0050188577029707188 -0.0033249529541741429 0.021755025061806373 0.017063185655607705 6.7747233355157978e-05 -0.0038214814502314431 -0.01501638867385296 -0.0063214602742136441 leaf_weight=40.479532722383738 5.5478611141443244 13.355250515043734 8.6507558673620206 128.63421323150396 8.0638401731848699 31.589621547609568 18.826975807547573 6.8882938623428336 8.3330211341381126 17.858287565410137 7.7012466043233863 11.734105601906775 5.6442849636077872 8.7893291339278203 83.753232590854168 7.0230596736073485 8.2705297544598562 90.956193462014198 276.44394665211439 1357.2466134987772 4709.0175704685971 122.39843422360718 24.945612255483866 56.007279638200998 6.4711744487285605 18.347018763422966 45.93981246650219 190.41832872480154 46.718586318194866 13.82742705196142 leaf_count=144 21 52 28 451 42 110 61 25 28 71 28 39 18 34 348 26 31 324 986 4730 17364 524 110 221 24 67 173 693 189 55 internal_value=1.18964e-06 0.000239322 0.00247621 0.00301934 0.00149738 0.0024455 0.0104722 0.0149154 -6.16945e-06 0.00240137 0.0146713 0.0219887 -0.000534701 0.013112 -0.00247318 -0.000203647 -0.0116325 -0.000103079 0.00173367 -0.000595433 -9.38592e-05 -0.00119775 -0.00259498 -0.00650191 -0.000727307 -0.000819528 0.00491813 -0.00241701 -0.0115363 0.00320574 internal_weight=7379.88 2105.31 208.202 202.654 168.288 160.224 34.366 25.7153 1897.11 143.814 27.7684 20.0671 116.045 14.4336 101.612 1753.3 15.2936 1738 367.4 1370.6 5274.57 565.553 429.327 134.143 62.4785 295.185 64.2868 230.898 71.6642 136.226 internal_count=27017 7453 738 717 603 561 114 86 6715 566 95 67 471 52 419 6149 57 6092 1310 4782 19564 2200 1621 544 245 1077 240 837 299 579 is_linear=0 shrinkage=0.03 Tree=1697 num_leaves=21 num_cat=0 split_feature=13 13 2 9 11 4 12 13 4 0 8 6 8 9 12 5 5 5 10 4 split_gain=0.198636 0.334258 1.9878 2.19869 1.35371 1.16348 0.543912 0.25795 2.19185 4.45999 2.33517 3.96668 3.16554 2.22844 0.427558 2.25571 4.34924 0.489242 2.50037 0.890308 threshold=0.50000000000000011 0.90000000000000013 1.3 4.5000000000000009 -0.33333333333333309 1.2250000000000005 4.1000000000000005 1.3000000000000003 1.0950000000000009 350.00000000000006 6.5000000000000009 0.3000000000000001 4.3000000000000016 5.7000000000000002 0.90000000000000013 1.3750000000000007 1.2450000000000008 0.97000000000000031 1.8333333333333339 0.53500000000000014 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 5 -4 -5 -2 -6 8 9 -3 12 -12 -10 -11 15 16 -9 18 -16 -19 right_child=1 7 3 4 6 -7 -8 14 10 13 11 -13 -14 -15 17 -17 -18 19 -20 -21 leaf_value=-0.0058435902854619059 0.0012475295293686282 -0.006094607440454803 -0.01905650648098306 -0.0074262478879413745 0.0018387821703011644 0.015707050997665548 0.014168730570820853 0.0013373148518326893 0.0022951475216065457 0.0073207230421433751 0.030550913605601956 0.00081156563003145484 -0.0070209102455769711 0.031149753258712391 -0.0013616279450723093 -0.011170628731225127 0.026157015447990335 -0.0092811679304880424 0.016850586079840225 6.4952084592921776e-05 leaf_weight=5.235639624297618 8.7017135769128817 12.474734723567964 5.8688168879598406 8.8044823370873981 6.6213404387235588 11.799695611000059 6.2681160643696785 42.043958976864815 49.376745514571667 7.5301899611949903 4.6222036816179743 31.855901224538684 97.937417276203632 6.6524695456027985 383.05682470323518 9.0887904763221723 7.4855462908744803 9.1852192580699903 6.9068838357925406 6999.6036566188559 leaf_count=19 26 37 32 35 24 35 23 142 163 23 23 141 377 20 1717 29 22 27 36 24066 internal_value=-2.18141e-06 1.7823e-06 0.00249577 -0.00276594 0.00164111 0.00956978 0.00783481 -1.38508e-05 -0.00104964 0.00698945 -0.00221564 0.00457989 -0.00389835 0.0184979 1.53796e-05 0.00256742 0.00508839 -4.83954e-06 -0.00103906 5.27037e-05 internal_weight=7721.12 7715.88 48.0642 27.5628 21.6939 20.5014 12.8895 7667.82 210.45 26.6574 183.792 36.4781 147.314 14.1827 7457.37 58.6183 49.5295 7398.75 389.964 7008.79 internal_count=27017 26998 175 114 82 61 47 26823 784 80 704 164 540 43 26039 193 164 25846 1753 24093 is_linear=0 shrinkage=0.03 Tree=1698 num_leaves=31 num_cat=0 split_feature=9 0 6 4 4 3 4 10 2 2 10 4 4 12 2 5 11 13 7 12 13 3 5 3 10 4 8 9 4 5 split_gain=0.181954 1.57609 3.1257 3.7046 3.34032 2.89237 3.25271 3.15852 2.62312 2.62096 2.68022 2.56333 3.28723 2.79821 2.40335 2.40335 2.33933 2.22724 2.17287 2.04784 1.98864 2.90202 1.85659 1.81866 1.27597 0.952311 3.04352 1.45555 1.23057 2.75962 threshold=4.1000000000000005 350.00000000000006 1.9000000000000001 1.195000000000001 1.3650000000000009 0.50000000000000011 1.4350000000000007 -1.0000000180025095e-35 0.90000000000000013 1.3 -1.0000000180025095e-35 0.65500000000000025 0.93000000000000027 1.7000000000000004 0.90000000000000013 1.1850000000000007 -0.83333333333333315 2.5000000000000004 1.7000000000000004 1.1000000000000003 3.1000000000000005 0.70000000000000007 1.1650000000000007 0.90000000000000013 0.33333333333333326 0.68500000000000016 2.3000000000000003 5.3000000000000016 0.73500000000000032 1.3050000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 15 22 6 14 -8 -6 16 -11 -3 13 19 -1 24 -7 -15 -17 -13 23 -22 -5 -14 -4 26 -2 -28 29 -27 right_child=25 11 3 4 8 9 7 -9 -10 10 -12 12 20 17 -16 18 -18 -19 -20 -21 21 -23 -24 -25 -26 28 27 -29 -30 -31 leaf_value=0.00094721551398441965 0.012138156758897128 0.017435495386358534 0.0064599585057769759 -0.020677633803804434 0.015924011263282384 0.0020630936095091816 -0.020267855561324644 0.0055255320465416174 3.4530571365998232e-05 0.0038176871593716007 -0.0024809729489643647 0.00096259220696785243 -0.00024475162044746562 0.0088638216508911388 0.020314952651676172 0.020679943941505734 -0.0051534132731741612 -0.0040889819651675173 0.0036744689364456721 -0.014597195519787406 0.0039692996396792739 -0.0014157615986100706 -0.0038922794530789023 0.0026379163541374907 -0.0069735632802380536 -0.011409070883355585 -0.018293354901960403 -0.0034755460933277409 -8.2033179865475194e-05 0.013337631770272111 leaf_weight=9.3492142260074633 6.9535389095544842 8.2399312108755094 24.644249260425568 9.4802501201629656 11.080248415470122 47.098509341478348 6.684555500745776 11.842503517866133 59.902744859457016 97.615740548819304 161.22262558713555 10.161512881517409 273.91761130094528 16.589932069182396 15.046944767236708 19.334486231207851 285.44057743251324 42.696675166487694 10.399767890572546 30.347891911864281 111.3375221863389 471.42292899638414 15.839110255241392 701.20531965978444 8.5788058862090093 5.4212800413370159 11.208127498626711 12.756954248994587 6362.1437092665583 16.099735930562019 leaf_count=26 22 24 73 26 31 134 20 34 171 290 467 29 833 51 43 60 807 128 31 88 325 1370 47 2119 27 17 39 49 19582 54 internal_value=8.68882e-07 0.000220252 -0.000880087 0.00287742 -0.000822087 -0.00182352 0.00569594 -0.00378071 0.00251483 -0.00236929 -0.000105559 0.000744398 0.000661431 -0.0046169 0.0128928 0.00853635 -0.00413132 -0.000464451 0.0147322 -0.0106941 0.000999554 -0.000386935 -0.0101772 0.00182816 0.00299118 -8.3247e-05 -0.00533557 -0.0104056 -5.78079e-05 0.00710378 internal_weight=8874.06 2459.48 793.56 159.26 96.3024 634.301 42.9232 18.5271 70.983 591.377 258.838 1665.92 1657.68 99.796 24.3962 62.9573 332.539 59.2866 29.7343 40.5094 1557.88 582.76 25.3194 975.123 33.2231 6414.58 30.9186 23.9651 6383.66 21.521 internal_count=27017 7254 2287 466 275 1821 123 54 202 1698 757 4967 4943 296 69 191 941 179 91 117 4647 1695 73 2952 100 19763 110 88 19653 71 is_linear=0 shrinkage=0.03 Tree=1699 num_leaves=31 num_cat=0 split_feature=8 12 5 5 4 4 11 5 0 7 5 13 10 8 6 5 4 10 11 8 9 13 8 11 13 0 7 12 8 12 split_gain=0.185375 1.07336 1.59662 1.74407 1.18573 3.8255 3.22205 2.89154 2.82796 2.73031 1.87783 1.62099 2.08287 2.80073 1.77317 2.08388 1.91351 0.67459 0.700727 0.562904 2.67061 4.00829 3.34667 4.96148 4.6811 2.2475 0.963199 2.52545 4.81265 2.13724 threshold=6.3000000000000016 1.3000000000000003 1.3350000000000006 1.0250000000000006 1.3350000000000006 1.2650000000000008 0.33333333333333326 1.1850000000000007 350.00000000000006 1.5000000000000002 1.1650000000000007 4.3000000000000016 0.50000000000000022 6.9000000000000012 1.9000000000000001 1.4850000000000008 1.3450000000000006 2.8333333333333344 1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 4.7000000000000011 5.9000000000000012 -0.33333333333333331 1.3000000000000003 350.00000000000006 0.90000000000000013 1.7000000000000004 5.3000000000000016 4.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 3 -2 5 6 10 -7 -9 -8 -3 14 13 -13 16 -16 -6 19 -19 26 22 25 24 -24 -21 -22 27 28 -1 -29 right_child=1 4 -4 -5 11 7 9 8 -10 -11 -12 12 -14 -15 15 -17 -18 18 -20 20 21 -23 23 -25 -26 -27 -28 29 -30 -31 leaf_value=0.0042804798477074591 -0.00097632486158176078 0.013837942776097916 0.0041047890183250431 -0.019749468796297 -0.017168221349825916 0.023296374911266602 -0.013935062553981421 -0.0040162173465806911 0.012933929177657288 0.0035995243518546407 0.00043711035845332149 0.02282596507329793 -0.0074552779116129836 -0.00035671038401355516 0.00035022187429786946 -0.0091438462712975614 -0.00025354251932230889 -0.0009722874341002892 0.014514139523842466 0.021144787072866773 -0.00019896370935766728 -0.017342678518872508 0.0084681164090098533 -0.0019541053130122145 -0.0044002300299402913 0.003284790411237594 0.0001428870712022239 -0.0015536984660363081 -0.022514791786416459 0.0061723410036914495 leaf_weight=129.35175678879023 8.0139383077621513 12.091583356261252 8.9228406101465207 10.025652691721914 6.0663105100393286 10.443407550454138 24.195728369057178 16.018945306539536 19.818625643849373 11.934133246541021 42.45136159658432 10.004253618419176 6.7594593316316596 8.8295757882297021 37.193999495357275 47.226604491472244 776.59327661339194 4.7454682961106283 5.8976445496082306 6.6473898738622657 263.35064006596804 9.7674686014652234 64.300569221377373 113.9756754077971 224.48426374793053 453.96458768844604 3969.4192277416587 1037.4291952215135 6.3277936130762091 33.257199488580227 leaf_count=434 31 43 32 42 22 35 98 55 66 45 158 38 34 37 149 192 3430 22 22 24 947 42 234 430 841 1703 13914 3725 22 150 internal_value=1.28327e-06 -0.00036654 -0.00627537 -0.0114097 -0.000211808 0.00238736 -0.00119477 0.00940539 0.00535743 -0.00814317 0.00340793 -0.000610571 0.00683044 0.0119576 -0.000830204 -0.00496095 -0.000384646 6.27482e-05 0.00760917 5.00242e-05 0.0006546 0.00174586 -0.00128342 0.00180498 -0.00366555 0.00200579 -8.27276e-05 -0.000825089 0.00303081 -0.00131372 internal_weight=7379.51 1056.59 26.9624 18.0396 1029.63 136.954 90.6728 46.281 35.8376 36.1299 54.5429 892.673 25.5933 18.8338 867.08 84.4206 782.66 6322.92 10.6431 6312.28 1136.49 727.083 409.408 178.276 231.132 717.315 5175.79 1206.37 135.68 1070.69 internal_count=27017 4507 105 73 4402 500 344 156 121 143 201 3902 109 75 3793 341 3452 22510 44 22466 4221 2692 1529 664 865 2650 18245 4331 456 3875 is_linear=0 shrinkage=0.03 Tree=1700 num_leaves=13 num_cat=0 split_feature=5 5 9 0 5 10 11 5 9 11 10 3 split_gain=0.186555 0.28678 1.32232 0.69178 0.429174 1.05947 0.336851 1.46695 1.82068 0.288764 2.92015 0.290005 threshold=3.2350000000000008 2.9150000000000005 8.5000000000000018 475.00000000000006 2.8350000000000004 -1.0000000180025095e-35 -2.8333333333333326 2.1350000000000011 5.9000000000000012 -2.4999999999999991 0.33333333333333326 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 -6 7 8 -1 10 -8 -11 right_child=-2 2 -4 -5 5 -7 9 -9 -10 11 -12 -13 leaf_value=0.0081749061002262969 -0.0053290412244331843 0.018551429193286253 -0.0075904573081048273 0.0029642036997826813 -0.015262891145183274 0.0031324476138044955 -0.014093451701873726 0.016414133353846345 -0.0131073595673823 1.4987501392204747e-05 0.0084758717482663042 -0.002511575708937226 leaf_weight=8.1590302661061305 5.9126356020569792 4.9285899065434915 5.6824285984039298 5.3379453048110008 5.5095064789056778 5.7677351273596269 11.038691915571691 5.9371187090873709 6.4998148530721656 7605.1363208102994 9.6875320971012098 41.108215391635895 leaf_count=25 21 24 19 23 19 25 37 25 21 26593 34 151 internal_value=-2.22525e-06 1.85724e-06 0.00402051 0.0104471 -6.46782e-06 -0.00585461 2.11109e-06 0.00383359 -0.00126177 -8.18151e-06 -0.00354445 1.40404e-06 internal_weight=7720.71 7714.79 15.949 10.2665 7698.84 11.2772 7687.57 20.596 14.6588 7666.97 20.7262 7646.24 internal_count=27017 26996 66 47 26930 44 26886 71 46 26815 71 26744 is_linear=0 shrinkage=0.03 Tree=1701 num_leaves=27 num_cat=0 split_feature=7 5 4 3 5 7 2 5 12 8 12 8 5 12 8 3 11 2 5 12 9 9 9 12 5 5 split_gain=0.18125 1.54698 1.94398 1.41943 1.51922 1.61539 1.34783 1.31032 1.4592 1.19978 0.419561 0.720448 0.595943 0.397739 1.43813 1.77471 2.52929 2.41516 1.05457 0.557319 1.86358 2.75298 2.22929 0.700115 1.85274 0.594723 threshold=0.3000000000000001 2.1050000000000009 0.90000000000000036 0.90000000000000013 1.3050000000000006 1.0000000180025095e-35 1.3 2.2350000000000008 3.9000000000000008 5.5000000000000009 6.1000000000000005 5.9000000000000012 2.1450000000000009 5.3000000000000016 7.3000000000000016 3.1000000000000005 -1.0000000180025095e-35 3.1000000000000005 2.2350000000000008 4.9000000000000012 6.3000000000000016 4.7000000000000002 7.5000000000000009 4.700000000000002 1.5250000000000006 2.8050000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -6 -4 -3 -9 -10 13 12 -12 19 15 17 -17 -15 -16 23 21 -21 -22 25 -25 -2 right_child=10 7 3 4 5 -7 -8 8 9 -11 11 -13 -14 14 18 16 -18 -19 -20 20 22 -23 -24 24 -26 -27 leaf_value=0.014908813812894947 1.6284634257679802e-05 0.014793987491533142 -0.0044191794631376928 -0.015888676738999546 0.0050296760160820622 -0.0060504411242372864 0.011941938306365779 0.012926750424576732 -0.018351814380523305 0.0038474284923378631 -0.0026407292338462888 0.0010114444236803397 -0.021733921215201898 0.013021716313969976 0.022918754119172161 0.0097554345013660202 -0.018002637522071274 -0.0034745536620410132 0.0028402057028706741 -0.0079143919851703409 -0.016867418526026419 0.0063403495463181013 0.0009662237237580872 -0.0079103085426240841 0.0050057118953330277 -0.0068433148262066097 leaf_weight=5.3798276484012595 8515.033349532634 9.0861252024769801 8.8200745135545748 10.593639701604841 15.012002915143965 56.083615511655807 9.3200656771659833 5.0789035856723777 4.3942600619047862 4.3703186437487602 2.6912111639976484 7.2594912946224213 3.2456065053120255 14.905982956290243 4.8809075802564603 4.4121543690562239 8.9416451975703222 17.209665842354298 4.5478549599647522 20.006298460066319 14.536948069930078 31.22382090985775 11.145204700529574 11.905290607362984 62.305594738572836 11.390427017584441 leaf_count=20 25575 35 28 35 55 217 27 26 34 17 10 34 30 49 25 25 53 71 16 67 62 122 51 45 217 71 internal_value=1.25179e-06 -0.00111886 -0.0026577 -0.00360437 -0.0052901 -0.00371085 0.00398686 0.00594191 0.000131872 -0.00728251 1.76634e-05 -0.00532755 -0.0130788 2.5741e-05 0.00257123 0.000360129 -0.00883125 0.00418194 0.0132341 9.637e-06 -0.00253275 0.000773612 -0.00912821 3.23726e-05 0.00293366 7.12091e-06 internal_weight=8873.78 128.139 105.209 99.8294 81.6893 71.0956 18.1401 22.9296 13.8435 8.76458 8745.64 13.1963 5.93682 8732.45 54.8982 45.4694 13.3538 32.1156 9.42876 8677.55 76.9123 51.2301 25.6822 8600.63 74.2109 8526.42 internal_count=27017 494 382 362 307 272 55 112 77 51 26523 74 40 26449 239 198 78 120 41 26210 302 189 113 25908 262 25646 is_linear=0 shrinkage=0.03 Tree=1702 num_leaves=27 num_cat=0 split_feature=6 10 9 9 13 0 5 5 5 0 5 2 9 10 10 5 0 5 4 11 11 5 5 10 4 9 split_gain=0.184424 1.23461 2.41103 2.53126 2.60335 3.81173 3.74302 0.977026 2.71529 1.38623 1.33648 1.09799 0.827557 1.30331 1.42809 2.11135 2.73849 1.06433 1.16237 1.03688 1.02328 1.1667 1.35813 0.969617 4.03907 1.30008 threshold=1.7000000000000004 -1.1666666666666663 2.5000000000000004 7.7000000000000002 3.1000000000000005 475.00000000000006 1.2750000000000006 0.67500000000000016 0.74500000000000033 925.00000000000011 0.76500000000000024 1.3 8.1000000000000014 -1.4999999999999996 -1.0000000180025095e-35 1.3750000000000007 200.00000000000003 1.4550000000000007 2.0050000000000012 3.1666666666666674 2.5000000000000004 2.1350000000000011 1.7000000000000004 -1.1666666666666663 1.8450000000000004 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 -2 4 6 -6 -4 11 -9 10 -10 -3 19 -14 17 -16 -17 -15 -19 20 23 22 -22 24 -1 -25 right_child=1 7 3 -5 5 -7 -8 8 9 -11 -12 -13 13 14 15 16 -18 18 -20 -21 21 -23 -24 25 -26 -27 leaf_value=-0.002834202387865678 -0.017170361043367187 0.00048755644567095407 0.023899883521998632 -0.013795388125043904 -0.0044195152305694591 0.0056167479226401588 0.0049941419801339815 -0.017827161605448016 0.01775263085142112 -0.01294001233245437 3.0796239775891628e-05 0.018581085784540801 0.013485788691132403 0.012001743461206112 -0.018316624203297705 0.01611548870080259 0.0021466487586612785 -0.0018615418978654623 -0.015674003244919105 -0.013694548050109103 0.00064027671602810276 -0.0050288646301049058 0.016051641239597535 5.3310056915992904e-05 0.0031623455277619396 -0.0030782350839743231 leaf_weight=413.38139813393354 5.4987099766731253 6.8662382289767248 12.119452327489851 7.8004226982593527 58.002727270126343 82.501510430127382 42.39132596552372 7.7072769477963439 3.8377797156572333 7.4033580459654322 1865.5218342095613 5.3865663632750511 8.5754200890660268 4.2679892331361762 3.6763662770390502 15.790478304028509 63.124366372823715 43.288877576589584 6.2786218784749499 5.0868077315390101 9.3145053535699898 6.9657329544425002 11.500533636659382 4426.4500387692824 133.81862108781934 122.62035190686584 leaf_count=1561 21 25 37 39 211 284 146 34 13 37 6585 21 31 14 14 53 255 170 31 28 30 27 38 16267 570 475 internal_value=1.17693e-06 0.000238572 0.00243086 0.00296229 0.00363258 0.00147359 0.00919748 -2.20419e-06 -5.71071e-05 1.58689e-05 6.7179e-05 0.00844182 -9.35731e-05 0.00214144 0.00142836 0.00390645 0.00494175 -0.00237338 -0.00361114 -0.000156757 -0.000143318 0.00559871 0.00915522 -0.000174619 -0.00136774 -3.11009e-05 internal_weight=7379.18 2105.04 208.314 202.815 195.015 140.504 54.5108 1896.72 1884.47 1876.76 1869.36 12.2528 5274.14 145.002 136.427 82.5912 78.9148 53.8355 49.5675 5129.14 5124.05 27.7808 20.815 5096.27 547.2 4549.07 internal_count=27017 7453 738 717 678 495 183 6715 6669 6635 6598 46 19564 568 537 322 308 215 201 18996 18968 95 68 18873 2131 16742 is_linear=0 shrinkage=0.03 Tree=1703 num_leaves=18 num_cat=0 split_feature=11 0 5 11 9 9 2 8 10 9 11 13 2 12 5 12 9 split_gain=0.186473 1.45383 0.320434 0.260533 1.08873 2.25723 2.71921 1.73987 1.46046 2.17804 0.390036 2.05716 1.65585 1.60545 0.392963 1.93817 0.473302 threshold=3.1666666666666674 475.00000000000006 3.2250000000000001 1.8333333333333337 7.1000000000000005 6.5000000000000009 1.1000000000000003 3.3000000000000003 -1.0000000180025095e-35 8.1000000000000014 1.5000000000000004 3.9000000000000008 0.90000000000000013 3.1000000000000005 2.9150000000000005 4.3000000000000016 9.5000000000000018 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 7 -7 -5 -6 -10 14 13 -13 -12 16 -16 -1 right_child=1 -3 -4 4 8 6 -8 -9 9 -11 11 12 -14 -15 15 -17 -18 leaf_value=-3.8593963404404824e-05 -0.0057838902052459633 0.014179062415940635 -0.0067539311196411827 0.0062065888173734188 0.0030648360212650722 0.025931740717725339 0.0026654838501751622 -0.0027656473673604159 -0.019630038223591658 0.0021773211242160041 -0.002068831832709487 -0.0010996343589511582 0.016962539475532477 0.0031931472725820653 0.019109317749890522 -0.0041765007196290192 0.0034401574849917162 leaf_weight=7208.0433978009969 7.013179808855055 6.1733550280332565 6.3332253098487845 22.594997584819794 9.1540519073605555 5.9154996722936657 19.177758872509003 139.82719983160496 11.308825045824053 6.4860546737909308 112.57271872460842 7.1280888170003918 12.718597084283827 97.279682360589504 5.3540493696928015 8.0597412288188917 35.372032657265663 leaf_count=25265 23 22 22 69 29 19 62 500 36 20 372 21 39 346 25 30 117 internal_value=-2.56367e-06 0.00356189 -8.66211e-06 -3.11487e-06 -0.00103408 -0.000223756 0.00815029 -0.00151749 -0.00667243 -0.0116815 2.64188e-05 0.00124352 0.0104754 0.000370424 -1.2106e-05 0.00511792 -2.16061e-05 internal_weight=7720.51 13.1865 7707.33 7700.99 214.464 187.515 25.0933 162.422 26.9489 17.7949 7486.53 229.699 19.8467 209.852 7256.83 13.4138 7243.42 internal_count=27017 45 26972 26950 735 650 81 569 85 56 26215 778 60 718 25437 55 25382 is_linear=0 shrinkage=0.03 Tree=1704 num_leaves=16 num_cat=0 split_feature=4 5 13 7 4 5 0 3 13 9 10 0 13 12 4 split_gain=0.182131 0.471936 0.215443 0.255772 1.2666 1.33299 2.0698 1.37197 0.29309 1.32208 1.52183 1.48616 0.669699 2.98571 0.469649 threshold=2.975000000000001 1.7250000000000003 0.50000000000000011 0.3000000000000001 0.89000000000000024 2.1050000000000009 475.00000000000006 0.90000000000000013 1.3000000000000003 7.9000000000000012 -0.33333333333333331 525.00000000000011 1.5000000000000002 2.3000000000000007 2.5350000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 4 -4 7 -7 -6 9 10 -5 -11 13 -10 -14 right_child=1 -3 3 8 5 6 -8 -9 12 11 -12 -13 14 -15 -16 leaf_value=0.0058880919115742898 0.0022108466544883184 -0.0091664662970416273 0.012393665038575804 -0.0011549340073203863 0.0039090218305728548 0.018614935053585295 -0.0016202463567562078 -0.0052548471211177382 0.0035065173952345484 -0.020148575075557892 0.0037273480349160979 0.0013430661453737733 1.7709133114054833e-05 -0.0037850342888687961 0.0025852002296825384 leaf_weight=5.6016187369823447 6.5030690804123861 6.6232464909553528 5.7469219639897338 104.06497600674629 18.120473712682724 6.6745039001107243 14.288986369967459 77.980814836919308 72.556916706264019 5.4985016137361509 128.30220151692629 6.1177442222833633 8184.1151697076857 166.57352679222822 64.627038761973381 leaf_count=19 28 23 23 326 55 38 65 295 214 23 411 22 24637 542 296 internal_value=1.28868e-06 -0.00352989 6.52006e-06 2.79927e-06 -0.00135675 -0.00203178 0.00482237 -0.00352694 2.1921e-05 0.00104707 0.00154083 -0.00882991 -7.54689e-06 -0.00157263 3.78248e-05 internal_weight=8873.4 13.1263 8860.27 8854.67 122.812 117.065 20.9635 96.1013 8731.86 243.983 232.367 11.6162 8487.87 239.13 8248.74 internal_count=27017 51 26966 26947 476 453 103 350 26471 782 737 45 25689 756 24933 is_linear=0 shrinkage=0.03 Tree=1705 num_leaves=15 num_cat=0 split_feature=5 5 5 11 10 4 11 4 5 10 9 9 3 2 split_gain=0.185523 0.347605 0.265701 2.41652 1.83095 1.47883 1.30482 2.23493 0.563657 1.36756 1.33852 0.426235 1.22987 0.392517 threshold=3.2000000000000006 3.0050000000000008 2.5050000000000012 1.0000000180025095e-35 -0.83333333333333315 1.2050000000000007 0.33333333333333326 1.2250000000000005 2.475000000000001 -0.33333333333333331 7.1000000000000005 9.5000000000000018 1.1000000000000003 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 -4 -6 -5 -8 11 -10 -11 13 -13 -1 right_child=-2 -3 3 6 5 -7 7 -9 9 10 -12 12 -14 -15 leaf_value=-0.0042577558840675043 -0.0052367705982210187 0.0062621194172516846 -0.023585066352839322 0.017429651061388492 0.0074852460495256424 -0.0076860752939520091 -0.012157108959607593 0.0050133927942440284 -0.0072927989636735035 0.02149966436717823 0.0020767199505167559 -0.016243870404146776 -9.2832392413460038e-05 2.9129037489824333e-05 leaf_weight=19.27414470911026 6.0810574516654006 7.9829148277640334 5.2156357616186133 5.0765396095812312 7.2969084605574599 27.861352577805519 8.7132099568843824 31.43986089527607 5.4951569996774223 5.6707114651799184 7.3092451170086861 5.6402228400111225 17.132510453462601 7218.6269749188796 leaf_count=71 28 37 34 22 41 143 48 148 24 20 27 22 71 26281 internal_value=1.0576e-06 5.37778e-06 -1.40413e-06 -0.00166303 -0.006998 -0.00453735 0.00309919 0.0012874 1.81368e-05 0.00525153 0.0105623 4.82015e-06 -0.00409303 1.77133e-05 internal_weight=7378.82 7372.74 7364.75 85.6035 40.3739 35.1583 45.2296 40.1531 7279.15 18.4751 12.98 7260.67 22.7727 7237.9 internal_count=27017 26989 26952 436 218 184 218 196 26516 71 47 26445 93 26352 is_linear=0 shrinkage=0.03 Tree=1706 num_leaves=21 num_cat=0 split_feature=13 13 2 9 11 4 12 13 4 0 8 6 8 9 12 5 5 5 5 4 split_gain=0.1877 0.3218 1.91238 2.12554 1.29479 1.12197 0.519306 0.243928 2.10941 4.29814 2.24441 3.7324 3.03754 2.17093 0.415007 2.16805 4.14895 0.469634 2.4084 0.843603 threshold=0.50000000000000011 0.90000000000000013 1.3 4.5000000000000009 -0.33333333333333309 1.2250000000000005 4.1000000000000005 1.3000000000000003 1.0950000000000009 350.00000000000006 6.5000000000000009 0.3000000000000001 4.3000000000000016 5.7000000000000002 0.90000000000000013 1.3750000000000007 1.2450000000000008 0.97000000000000031 0.9650000000000003 0.53500000000000014 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 5 -4 -5 -2 -6 8 9 -3 12 -12 -10 -11 15 16 -9 18 -16 -19 right_child=1 7 3 4 6 -7 -8 14 10 13 11 -13 -14 -15 17 -17 -18 19 -20 -21 leaf_value=-0.0056861848540277629 0.0012103784064542767 -0.005979236987242724 -0.018833589542404536 -0.0072886110395920054 0.0017953263532106301 0.01540952633173469 0.013842864037434621 0.0013223869230030219 0.0022429877888028053 0.0071753460384157801 0.02946560371880428 0.00080790934071951043 -0.0068850171870627414 0.030718437230422255 -0.00041774205613899143 -0.010972399050710862 0.025509081470708645 -0.0090453420396131717 -0.010268139723313512 6.2792507460523653e-05 leaf_weight=5.2257922068238249 8.7003269493579882 12.461974903941156 5.8115015588700798 8.7779718693345838 6.6265344992279953 11.802672997117041 6.2640583291649818 42.05461311340332 49.405237350612879 7.5424899756908399 4.6929275505244723 31.849007782526314 97.681778226047754 6.617962971329689 365.88789239246398 9.0523055046796781 7.5252279937267295 9.1641055643558484 23.791589946951717 6999.1326124598272 leaf_count=19 26 37 32 35 24 35 23 142 163 23 23 141 377 20 1643 29 22 27 110 24066 internal_value=-2.49204e-06 1.35791e-06 0.00245051 -0.00272275 0.00159817 0.0093842 0.00764971 -1.39701e-05 -0.0010217 0.00687016 -0.00216586 0.0044883 -0.003819 0.0181783 1.44445e-05 0.00252845 0.00499344 -5.48008e-06 -0.00101915 5.08826e-05 internal_weight=7720.07 7714.84 47.9831 27.4801 21.6686 20.503 12.8906 7666.86 210.251 26.6224 183.629 36.5419 147.087 14.1605 7456.61 58.6321 49.5798 7397.98 389.679 7008.3 internal_count=27017 26998 175 114 82 61 47 26823 784 80 704 164 540 43 26039 193 164 25846 1753 24093 is_linear=0 shrinkage=0.03 Tree=1707 num_leaves=31 num_cat=0 split_feature=9 5 11 12 5 5 13 10 5 9 3 12 0 8 9 5 10 4 12 5 5 11 4 2 9 5 5 5 12 13 split_gain=0.180292 1.2516 2.74717 2.83432 1.31629 2.66202 2.08514 3.22642 1.77016 1.77686 1.87939 1.70651 1.95086 1.29585 1.28125 3.3768 1.65195 1.03764 3.19063 3.77413 3.9049 2.85398 2.43082 2.22939 4.97308 2.39324 2.20666 4.70705 2.70487 2.20314 threshold=5.3000000000000016 2.305000000000001 0.33333333333333326 3.7000000000000006 1.8100000000000005 1.8300000000000005 3.1000000000000005 -0.83333333333333315 1.7950000000000002 4.1000000000000005 2.1000000000000005 4.1000000000000005 350.00000000000006 2.5000000000000004 4.9000000000000012 1.4250000000000007 -1.1666666666666663 1.2350000000000005 3.5000000000000004 2.2350000000000008 2.4450000000000007 -0.33333333333333331 1.2050000000000007 1.5000000000000002 6.3000000000000016 1.9850000000000003 1.9100000000000006 1.5550000000000008 2.7000000000000006 4.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 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 8 11 13 -8 14 -10 -11 12 -6 -7 16 -16 -1 18 19 26 21 -21 23 25 -25 -20 27 -2 -28 -19 right_child=17 2 -4 -5 5 6 7 -9 9 10 -12 -13 -14 -15 15 -17 -18 29 22 20 -22 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=0.0017778715001757683 -0.0020090194285483968 -0.014002861664221867 -0.016513354578982276 0.017876063408563042 0.01782744738305813 0.012404366426217688 0.014411855256041266 0.0013959766794324213 0.0028643229141452767 -0.014776036503648492 0.0017307837747634889 0.022762747723020119 0.0021634685756564851 -0.0010837889324968111 0.00053080304787589752 -0.0033430879120544279 -0.000147697303610522 0.00040814009433336889 -0.017872796927742279 0.001233167985384917 -0.0051033060818038364 0.022600901009151943 -0.019426753918137692 0.022459623628296402 -0.011261464804823561 -0.0028690697667982726 -0.009182951422177156 0.0029145062658148418 0.00074513903553823123 0.0099995093690399654 leaf_weight=449.26710935682058 434.44748435914516 4.3503530323505419 12.578823132440446 5.9336416106671095 9.548911511898039 6.5848301425576201 22.549564778804779 71.451184511184692 13.594308003783224 22.183545827865604 8.6198797076940519 6.4611125737428656 28.55460299551487 242.11159704253078 442.94545664638281 373.08780089020729 3730.5395732149482 2466.2242898587137 14.392522662878035 8.3151253461837786 11.887130362913011 17.393356710672379 11.525367408990858 7.7338481917977324 8.0155546478927118 28.545154636725783 55.69258938729763 292.36298315227032 44.377717904746532 21.743813991546631 leaf_count=1337 1281 18 65 31 28 24 69 220 42 67 28 21 87 807 1287 1103 10886 7728 60 35 63 69 48 29 38 157 216 931 174 68 internal_value=1.15074e-06 -0.000106012 -0.00711049 0.00439059 -7.65061e-05 0.00160896 0.000712022 0.00451832 -0.000206008 -0.00616985 -0.0101568 0.00850635 0.00608893 -0.000726658 -0.000153007 -0.00124033 5.92727e-05 0.0001718 -0.000680418 -0.000180894 0.00911531 0.0156897 -0.00683071 -0.00435701 0.0052975 -0.00789825 -0.000603563 -2.85077e-05 -0.00478019 0.000491965 internal_weight=8873.02 5450.36 22.8628 10.284 5427.5 387.262 342.697 94.0007 5040.24 44.3977 30.8034 44.5646 38.1035 248.696 4995.84 816.033 4179.81 3422.66 934.689 864.476 37.5956 25.7085 70.2124 58.6871 15.7494 42.9377 826.881 726.81 100.07 2487.97 internal_count=27017 16120 114 49 16006 1256 1120 289 14750 137 95 136 115 831 14613 2390 12223 10897 3101 2769 167 104 332 284 67 217 2602 2212 390 7796 is_linear=0 shrinkage=0.03 Tree=1708 num_leaves=15 num_cat=0 split_feature=2 3 4 9 7 11 11 8 12 6 12 10 13 4 split_gain=0.180592 0.783706 0.39919 0.799738 0.281259 2.42325 1.0407 0.233645 1.24982 2.85446 2.17957 0.722618 0.603819 0.513604 threshold=3.9000000000000004 1.5000000000000002 2.8450000000000011 5.5000000000000009 1.0000000180025095e-35 -0.66666666666666663 1.0000000180025095e-35 6.3000000000000016 3.7000000000000006 2.1000000000000005 3.5000000000000004 2.8333333333333344 1.5000000000000002 1.8750000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 5 -1 -7 11 10 -10 -9 12 -6 -13 right_child=1 -3 3 -5 7 6 -8 8 9 -11 -12 13 -14 -15 leaf_value=0.008461415236347013 -0.015690330180880452 0.0049630160610370944 0.010313944253265834 -0.0031650280890354134 0.001244692611168795 -0.023352365618522532 -0.0053277387368366796 -0.00029434476520160785 -0.0016557718968412012 -0.017467331646337639 0.0058924077628825329 0.014771636999096203 -1.2196490146369309e-05 0.0014831773173035604 leaf_weight=8.909404784440996 3.1796376425772896 3.4451649114489555 9.504411533474924 6.7932271920144549 365.21100571006536 4.610768109560011 7.6932504400610924 768.03209917806089 202.68839784711599 10.824605356901882 54.913509283214808 5.0958903580903989 5922.3230317831039 5.3828089758753777 leaf_count=30 38 31 39 32 1333 29 39 3155 962 49 234 17 21005 24 internal_value=1.2046e-06 -0.00494976 5.65376e-06 0.0046956 -4.73753e-06 -0.00345412 -0.0120822 5.2391e-06 -0.00041215 -0.00245738 0.000118485 7.39284e-05 6.08098e-05 0.00794548 internal_weight=7378.61 6.6248 7371.98 16.2976 7355.68 21.2134 12.304 7334.47 1036.46 213.513 822.946 6298.01 6287.53 10.4787 internal_count=27017 69 26948 71 26877 98 68 26779 4400 1011 3389 22379 22338 41 is_linear=0 shrinkage=0.03 Tree=1709 num_leaves=31 num_cat=0 split_feature=0 10 12 12 12 2 12 11 13 5 3 9 10 11 4 10 9 8 5 12 11 4 7 13 7 9 8 6 10 8 split_gain=0.184448 1.00649 2.69262 3.10451 2.87363 3.04052 3.34608 3.15431 2.6301 2.48678 2.27865 2.2622 2.19175 2.18537 2.55742 2.16306 2.04794 3.29053 4.36858 3.63589 2.42794 3.31425 2.98175 1.93461 1.84939 1.55801 2.08774 0.68593 2.34084 1.72849 threshold=575.00000000000011 -0.49999999999999994 3.7000000000000006 4.1000000000000005 3.1000000000000005 1.5000000000000002 2.7000000000000006 0.83333333333333337 4.1000000000000005 1.8550000000000004 2.3000000000000003 7.5000000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 1.5250000000000006 -1.4999999999999996 4.3000000000000016 5.3000000000000016 1.4650000000000007 2.5000000000000004 -0.33333333333333309 1.6000000000000008 1.3 2.3000000000000007 1.1000000000000003 5.9000000000000012 6.1000000000000005 1.1000000000000003 -1.4999999999999996 8.3000000000000025 decision_type=2 2 2 2 2 2 2 2 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 4 9 5 6 -2 -7 16 15 -11 23 -10 14 -6 -4 17 19 -19 -3 22 -22 -18 -5 -15 26 -14 28 -1 -30 right_child=1 8 3 11 13 7 -8 -9 12 10 -12 -13 25 24 -16 -17 20 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.005058464062013622 -0.00055563941013993387 0.0053062733829965974 0.030586609607235426 0.0067531506345001281 0.0061586834978834375 0.0087252079552148053 -0.011127169822272213 -0.018503320161733398 0.0074378015275525615 -0.0096934697441867935 0.014157802678769378 -0.019248195220078704 -0.0082390959054778768 -0.02188543929347108 -0.0099121937905935972 0.010121316440650317 -0.0044666668059092788 0.01333347493523887 -0.0015922737132812771 -0.0055079868787860061 0.0042312794082876156 -0.0016984938450543706 0.0021471913619675442 -0.0065869698633016921 -0.0067607289578336905 -0.018934475189696463 0.012032706695501126 0.00013496100960866918 -0.00040328678759063777 0.0077966539109852089 leaf_weight=97.948447544127703 152.47010608948767 65.959537923336029 7.2576821185648432 23.669734142720699 15.780298221856354 41.514924260787666 32.731209233403206 4.2181718647480002 9.9161625504493696 7.8908231630921346 6.637095220386982 5.5136519819498053 31.725135736167431 13.863164227455856 20.474707272835076 12.927033422514798 150.58373224548995 55.695782488677651 25.835130458697677 48.595539603382349 230.37358062714338 134.27404121123254 103.52485707402229 16.677920849993825 15.313183354213832 9.5004229210317117 5.3422294668853274 4534.7697159349918 1815.2225568578579 23.434640744701028 leaf_count=411 541 235 40 116 51 231 112 25 32 32 21 22 115 54 126 70 567 350 127 213 726 660 446 107 79 35 24 14680 6661 108 internal_value=-2.47406e-06 0.000331417 -0.000963753 0.00389908 -0.00228583 -0.000713397 -0.00242398 0.0062138 0.000891713 0.0106677 0.00120301 -0.00122412 -0.00536853 -0.00783559 -0.00291721 0.0174799 0.00132567 0.00399731 0.00860387 0.000718744 0.000479012 0.00204776 -0.00177215 0.00123894 -0.0139472 -0.00809552 -0.00531748 -6.68784e-05 -0.000539507 -0.000298774 internal_weight=7719.64 1248.27 376.94 80.5739 296.366 230.934 185.201 45.7331 871.326 34.7126 14.5279 45.8613 56.484 65.4314 36.255 20.1847 814.842 196.086 81.5309 114.555 618.756 364.648 254.109 40.3477 29.1763 46.5678 37.0674 6471.38 1936.61 1838.66 internal_count=27017 5157 1627 408 1219 909 653 256 3530 163 53 245 206 310 177 110 3324 925 477 448 2399 1386 1013 223 133 174 139 21860 7180 6769 is_linear=0 shrinkage=0.03 Tree=1710 num_leaves=19 num_cat=0 split_feature=11 4 4 3 7 12 5 2 8 5 3 3 4 12 6 5 4 11 split_gain=0.176431 2.54905 2.59755 2.79989 2.03138 2.6162 0.606701 1.86798 0.593807 0.483943 1.35132 0.365303 1.73624 2.28776 2.19063 0.426738 1.85267 0.657363 threshold=-2.4999999999999991 1.5150000000000008 1.3550000000000006 1.9000000000000001 1.5000000000000002 3.7000000000000006 2.9150000000000005 1.7000000000000004 4.7000000000000002 2.7850000000000006 2.9000000000000004 2.9000000000000004 1.8300000000000005 5.700000000000002 1.3 2.1250000000000009 0.88500000000000023 2.5000000000000004 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 -1 5 -3 9 8 -8 11 -11 15 14 -14 -13 17 -17 -2 right_child=6 4 -4 -5 -6 -7 7 -9 -10 10 -12 12 13 -15 -16 16 -18 -19 leaf_value=-0.011516047480358503 -1.1802792683999198e-05 -0.026990370639326772 0.027904566921772369 0.017465413017551709 0.0079662046080432973 -0.00077613412513105151 -0.0070970712279832286 0.0083657008272190053 -0.024011748824477631 -0.0027193244477629413 0.016395545380051668 -0.0085242192069705132 0.010297786029081038 -0.0080376221760700053 0.00020876383486974302 0.012078654996463685 0.00060017927086396684 -0.0042378243961515511 leaf_weight=6.0725068673491496 8243.0783144012094 5.805776875466111 5.3700409308075896 5.9298065714538097 7.294394262135028 8.3605892583727819 3.565402973443268 4.5785361956804991 3.9234285168349743 7.5802841596305353 5.9344598855823278 43.339472958818078 20.814448900520805 8.6779210492968542 64.066906113177538 13.089102149009703 381.86672729626298 33.260823339223862 leaf_count=22 24514 20 22 29 22 32 30 25 29 36 37 207 73 34 325 49 1404 107 internal_value=1.29097e-06 0.00201899 0.0105618 0.0028024 -0.0048964 -0.0115195 -7.57878e-06 -0.00672969 -0.0159587 1.61651e-06 0.00567421 -7.08716e-06 -0.0015447 0.00490272 -0.00331508 1.7188e-05 0.000980584 -2.87863e-05 internal_weight=8872.61 38.8331 17.3724 12.0023 21.4608 14.1664 8833.78 12.0674 7.48883 8821.71 13.5147 8808.19 136.899 29.4924 107.406 8671.29 394.956 8276.34 internal_count=27017 147 73 51 74 52 26870 84 59 26786 73 26713 639 107 532 26074 1453 24621 is_linear=0 shrinkage=0.03 Tree=1711 num_leaves=31 num_cat=0 split_feature=6 10 9 9 13 0 5 4 4 12 6 3 6 11 4 8 2 10 5 9 10 10 5 0 5 4 11 11 5 5 split_gain=0.184823 1.20412 2.33051 2.44338 2.47763 3.66727 3.56258 0.971992 5.47912 4.07083 4.78951 3.29425 4.15757 3.48972 2.14961 3.45896 1.6839 5.64404 1.2749 0.801647 1.23635 1.36905 2.03945 2.61039 1.02158 1.1314 1.00475 0.970896 1.12832 1.29347 threshold=1.7000000000000004 -1.1666666666666663 2.5000000000000004 7.7000000000000002 3.1000000000000005 475.00000000000006 1.2350000000000008 1.8300000000000005 1.8750000000000002 3.5000000000000004 1.9000000000000001 2.3000000000000003 1.9000000000000001 -0.83333333333333315 1.8100000000000005 5.5000000000000009 1.5000000000000002 -0.33333333333333331 0.74500000000000033 8.1000000000000014 -1.4999999999999996 -1.0000000180025095e-35 1.3750000000000007 200.00000000000003 1.4550000000000007 2.0050000000000012 3.1666666666666674 2.5000000000000004 2.1350000000000011 1.7000000000000004 decision_type=2 2 2 2 2 2 2 2 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 -2 4 6 -6 -4 14 9 10 -9 13 -13 -10 16 -16 18 -18 -3 26 -21 24 -23 -24 -22 -26 27 -1 29 -29 right_child=1 7 3 -5 5 -7 -8 8 11 -11 -12 12 -14 -15 15 -17 17 -19 -20 20 21 22 23 -25 25 -27 -28 28 -30 -31 leaf_value=-0.00017337614466683926 -0.016953140188594406 -0.0098465174592632914 0.024368073347288875 -0.013619951175723528 -0.0043228836098691452 0.0055257720582556468 0.0051819844339420183 0.03855667468164177 -0.014513948557055829 -0.0042972608771554895 0.0089770978765162154 0.032830900087556319 -7.8603411909237438e-05 0.00014610800834538904 -0.027064374304893894 0.0016817134162152101 0.0081749836171756338 -0.00042929852167728947 -0.00048884785304950998 0.01311883732700667 0.011734473755716884 -0.018122486822219688 0.015716379063327457 0.0021092578888473952 -0.0018144526166059246 -0.015492703079438761 -0.013545026260915714 0.00061502267124815581 -0.0050218470703851234 0.015638736613449767 leaf_weight=5095.7364493319765 5.4514852017164221 13.231172777712343 10.872217550873755 7.7286395505070677 57.850725833326578 82.630506962537766 43.804112017154694 8.4720785319805199 17.705245658755302 7.6791537106037131 11.772474586963652 5.7012097835540763 8.7688759379088861 83.694283202290535 6.927520014345645 8.2583099231123906 91.282699294388294 276.27150724455714 1356.6574849784374 8.6283462047576887 4.2838264107704154 3.6404280513525 15.879135817289351 63.151897214353085 43.211620107293129 6.2267345562577239 5.0393951423466197 9.315657585859304 6.9517611488699904 11.554861176759003 leaf_count=18873 21 52 33 39 211 284 150 28 71 28 39 18 34 348 26 31 324 986 4730 31 14 14 53 255 170 31 28 30 27 38 internal_value=1.02393e-06 0.000238692 0.00240359 0.0029237 0.00357887 0.00147006 0.00899708 8.60112e-07 0.00237202 0.0143011 0.0213558 -0.00050279 0.0128877 -0.00241367 -0.00019368 -0.0114318 -9.54555e-05 0.00170759 -0.00057923 -9.38322e-05 0.00210575 0.00140906 0.00383195 0.00484324 -0.00231945 -0.00353722 -0.00015603 -0.000142861 0.00544607 0.00893283 internal_weight=7378.38 2104.76 208.338 202.886 195.158 140.481 54.6763 1896.42 143.793 27.9237 20.2446 115.87 14.4701 101.4 1752.63 15.1858 1737.44 367.554 1369.89 5273.62 145.022 136.394 82.6715 79.031 53.7222 49.4384 5128.6 5123.56 27.8223 20.8705 internal_count=27017 7453 738 717 678 495 183 6715 566 95 67 471 52 419 6149 57 6092 1310 4782 19564 568 537 322 308 215 201 18996 18968 95 68 is_linear=0 shrinkage=0.03 Tree=1712 num_leaves=31 num_cat=0 split_feature=4 8 4 8 12 5 6 8 4 4 12 0 0 4 6 8 13 8 5 10 3 10 8 8 6 8 9 9 6 13 split_gain=0.186114 1.3738 1.40718 1.17647 2.08768 1.89876 2.26938 1.41519 1.55381 2.70385 1.50206 1.14425 1.39802 0.952649 2.63005 2.55662 3.97544 2.52303 2.06544 2.5908 1.9783 1.775 3.42646 3.35727 1.35996 1.36697 1.08528 2.28287 1.28508 0.950102 threshold=1.3350000000000006 7.7000000000000002 1.2250000000000005 6.9000000000000012 1.7000000000000004 1.2850000000000008 1.1000000000000003 6.3000000000000016 1.2350000000000005 1.1750000000000005 2.9000000000000008 725.00000000000011 925.00000000000011 1.3750000000000007 2.3000000000000003 4.5000000000000009 4.1000000000000005 3.3000000000000003 1.5350000000000008 1.0000000180025095e-35 1.3 0.50000000000000022 6.7000000000000002 3.5000000000000004 3.1000000000000005 2.1000000000000005 3.1000000000000005 2.7000000000000006 2.5000000000000004 3.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 7 -5 -6 -7 11 9 -9 -10 29 -13 14 17 16 -16 18 19 -2 -17 22 -19 -23 25 -15 27 -27 -28 -1 right_child=13 2 -4 4 5 6 -8 8 10 -11 -12 12 -14 24 15 20 -18 21 -20 -21 -22 23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=0.00017775791639701021 0.0084500631759020332 -0.00097947987412232563 -0.019208758043181062 0.015490813536129891 -0.011996299825299745 0.017523999377605983 -0.0010938941003160671 -0.0051738848633835158 -0.0049480309674415487 0.0082339229817042711 -0.018395626736975524 -0.015699205350891293 0.00304347938139235 0.011508975554456118 0.03130881380493921 0.01113606395096442 0.00064240377406976981 -0.00072123414189261535 -0.016980129485913261 -0.010920037392726538 -0.0096701052720862945 0.027157543637949842 0.014569431225978851 0.0037520717483553625 0.0089095537163615107 0.0012029478465194606 0.00015360911602408419 -0.0050518422014012862 -0.0029896233904229412 -0.0012120529653232705 leaf_weight=2743.6353570260108 11.821882963180544 8.5572363287210447 6.8714867085218421 11.820642203092573 7.9354239702224723 8.5241974890232104 19.084573805332184 40.168534383177757 30.376252107322216 20.41703537106514 9.9157655090093595 9.128233000636099 5.8946607410907736 9.1965165436267835 9.0927702635526639 8.9378664344549197 6.5416483432054511 203.21524816006422 11.772070229053496 13.102246552705763 7.6188989281654349 5.931216523051261 14.105233043432234 78.715118333697319 15.329924404621122 97.631823941133916 3541.5218368535861 113.64988486841321 121.06488942727447 527.86357524618506 leaf_count=8531 40 28 25 37 30 27 58 129 111 66 32 41 26 27 26 28 20 661 35 43 22 19 46 258 48 489 13485 544 382 1703 internal_value=-2.46252e-06 -0.000166322 -0.00909825 -0.0001262 0.00456915 0.000937025 0.00465437 -0.000191854 -0.00369185 -0.00065552 -0.00825745 -8.4424e-05 -0.00834498 0.000129961 0.00158292 0.00977731 0.0184776 0.000804011 -0.00662392 -0.00173251 0.00156172 0.00170668 0.00027121 0.00539211 -8.2594e-06 -4.3466e-05 -7.08913e-05 -0.00216155 4.97112e-05 -4.64911e-05 internal_weight=7719.44 3450.19 15.4287 3434.76 47.3648 35.5442 27.6088 3387.4 100.878 60.5856 40.292 3286.52 15.0229 4269.25 370.854 32.1912 15.6344 338.663 36.6962 24.9241 16.5568 301.967 217.32 84.6463 3898.39 3883.06 3873.87 211.282 3662.59 3271.5 internal_count=27017 10844 53 10791 152 115 85 10639 338 195 143 10301 67 16173 1198 96 46 1102 118 83 50 984 707 277 14975 14927 14900 1033 13867 10234 is_linear=0 shrinkage=0.03 Tree=1713 num_leaves=31 num_cat=0 split_feature=12 13 2 6 8 9 11 4 2 5 7 0 10 5 8 6 2 8 10 5 9 10 10 5 11 5 7 9 8 12 split_gain=0.173176 0.959583 0.928211 2.10879 1.05839 1.38336 1.02702 0.908029 0.958837 2.50653 3.37447 3.33192 1.21687 1.14425 0.801156 2.2289 3.2247 2.75512 2.6764 2.57537 2.4466 1.88702 1.87575 2.45283 4.07718 3.11488 2.22165 4.08732 2.47137 0.523184 threshold=2.5000000000000004 5.9000000000000012 0.50000000000000011 2.5000000000000004 5.7000000000000002 5.5000000000000009 0.50000000000000022 2.3250000000000006 1.7000000000000004 1.3150000000000006 1.5000000000000002 200.00000000000003 -2.4999999999999991 2.3150000000000008 5.7000000000000002 0.70000000000000007 1.1000000000000003 6.9000000000000012 -1.1666666666666663 1.5850000000000006 3.7000000000000006 -1.0000000180025095e-35 -0.99999999999999978 1.7250000000000003 0.83333333333333337 1.8600000000000005 2.3000000000000003 6.7000000000000002 3.5000000000000004 2.7000000000000006 decision_type=2 2 2 2 2 2 2 2 2 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 5 29 -7 8 12 10 -10 -11 -1 -14 22 16 21 18 -17 -18 -19 -16 23 24 -4 -25 28 -28 -24 -2 right_child=2 -3 14 -5 -6 6 -8 -9 9 11 -12 -13 13 -15 15 17 19 20 -20 -21 -22 -23 26 25 -26 -27 27 -29 -30 -31 leaf_value=-0.010726715137400429 -0.025223683146489345 -0.010417489068619962 0.0020166736901098114 0.015536636753420192 0.0026978270706974946 0.0045841017764054644 -0.013102413370157882 0.010140089052098651 -0.011404170005542074 -0.01178987009460092 0.00054420556692399275 0.010053698837913475 -4.878445738484354e-06 -0.0084023147226715209 0.02559112047041533 -0.0065238877781875837 -0.0015516510979348367 -0.0046699581958279 -0.0013230666367708222 0.0046011891499996693 0.0019741851398633239 0.005841950006383754 -0.0017688604569180385 0.0093689123283182199 -0.0056940168871166819 0.0016973949793482193 -0.0022382460680891478 -0.023545937593947942 0.00073707495917660956 -0.012558627241626182 leaf_weight=9.6045481264591199 4.5329916477203396 8.1604228913784009 333.65885121375322 4.1369780227541915 7.473180789500474 6.9891696050763112 5.1190655194222927 7.748740814626216 43.147282965481281 8.5351129770278913 41.961496967822313 23.837050125002861 3996.1873514652252 14.657498523592947 7.7114288508892086 102.06825232133269 137.40471647679806 58.088585689663887 698.38870916329324 110.43165541440248 352.98681565001607 10.002065584063528 429.87704813107848 77.154790617525578 75.726074062287807 124.49774901941419 143.46602392196655 8.5872648879885656 2011.7733903434128 8.3296979703009111 leaf_count=28 20 27 981 18 34 38 30 31 129 24 133 70 11516 60 24 315 521 202 2152 358 1158 30 1433 234 228 445 416 28 6293 41 internal_value=1.07324e-06 -0.000140187 0.000125432 -0.00463478 -0.00720686 -0.0101711 -0.00289332 -0.000119957 -0.000139171 -0.00281067 -0.00551322 0.00429451 -6.11069e-05 -3.55666e-05 0.000162625 -0.000415426 0.00207377 -0.00096102 -0.00198624 0.00118995 0.00103531 0.0144396 0.000429052 0.00192439 0.000590387 0.00463261 7.67735e-05 -0.00344161 0.00029588 -0.017022 internal_weight=8872.24 4153.84 4718.4 36.5811 32.4441 24.9709 12.1082 4145.68 4137.93 117.481 85.1088 32.3722 4020.45 4010.84 4681.82 1477.08 265.55 1211.53 800.457 247.836 411.075 17.7135 3204.74 611.037 409.385 201.653 2593.7 152.053 2441.65 12.8627 internal_count=27017 12018 14999 181 163 129 68 11991 11960 356 262 94 11604 11576 14818 4760 933 3827 2467 879 1360 54 10058 1888 1209 679 8170 444 7726 61 is_linear=0 shrinkage=0.03 Tree=1714 num_leaves=31 num_cat=0 split_feature=2 5 13 5 7 5 11 10 11 4 5 12 5 5 10 4 4 4 8 8 10 11 5 7 7 5 13 6 8 10 split_gain=0.182251 1.32977 1.46155 1.41178 1.8881 1.31856 2.9229 1.84716 2.536 1.6657 0.656502 0.284316 1.52216 3.19761 3.11663 2.76672 2.38123 2.15389 1.85931 3.06487 4.29879 2.508 1.88446 3.7712 2.20527 1.34543 0.829747 2.12148 3.28033 3.2857 threshold=0.3000000000000001 1.0550000000000006 2.9000000000000008 1.9750000000000003 1.1000000000000003 1.6100000000000005 -0.83333333333333315 -0.49999999999999994 -0.33333333333333331 0.93000000000000027 1.2450000000000008 2.1000000000000005 1.1350000000000005 1.1150000000000009 -0.83333333333333315 1.5250000000000006 1.7650000000000006 1.5250000000000006 3.9000000000000004 3.7000000000000006 -0.49999999999999994 -1.1666666666666663 1.4350000000000007 2.7000000000000006 2.1000000000000005 0.87000000000000033 2.9000000000000008 1.3 5.5000000000000009 -0.99999999999999978 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 7 -7 10 -9 -8 -3 12 13 16 -15 -16 17 -2 19 21 -21 -14 23 -20 -24 -18 27 -13 -29 -30 right_child=11 3 -4 4 -6 6 9 8 -10 -11 -12 26 18 14 15 -17 25 -19 22 20 -22 -23 24 -25 -26 -27 -28 28 29 -31 leaf_value=0.0044466991912255486 -2.7901321549071087e-05 0.014080851158752123 -0.015539043639925603 -0.019309223601662269 0.0066732593893031851 0.023598388203755438 0.016132286608523241 -0.011469448045552775 0.0023666118094587073 -0.0015858181649417928 0.0040779608877281803 0.00031709848490889475 -0.010297184252432824 -0.0099505061611813994 0.0073497674628095764 0.026149390547054424 -0.019579908297198547 0.0055539126748960213 -0.002369050133059822 0.016824705684994043 0.0014312163702830535 0.00025557887631422373 -0.00068294276633286519 -0.018696134749761169 0.0077553417216995255 -0.0043893421869112955 0.00058323719131549243 -0.0024578303653918928 0.0070297204156457849 -0.00038236227891725791 leaf_weight=5.4020958244800559 491.83301413059235 8.8999145179986971 8.4355900734662992 6.0654418841004354 4.3027528747916222 8.2076319605112058 6.4265005365014103 17.878717571496964 35.78737011551857 18.586449444293976 17.548669874668121 2275.7572302538902 21.777352131903172 7.215107098221778 32.646481111645699 8.9844093322753888 7.2132148332893875 71.228602670133114 539.16566036641598 23.737033128738403 52.304421588778496 292.68754494190216 353.04218126833439 13.040182210505007 30.263088792562485 19.256373181939125 1966.6685958635062 711.98566361144185 68.345646928995848 253.35840674489737 leaf_count=19 1683 29 36 36 18 26 22 63 117 64 55 8641 83 27 106 32 46 256 1923 74 169 980 1233 56 105 87 7201 2598 262 970 internal_value=1.04645e-06 0.00108286 -0.00773681 0.00206945 -0.00852661 0.0030388 0.00806387 0.000955093 -0.00224284 0.00296644 0.00744392 -1.95038e-05 -0.000327596 0.000875978 0.0082522 0.0114069 0.000264817 0.000678211 -0.000907025 0.000831707 0.00623643 -0.000475222 -0.00163282 -0.00275461 -1.67152e-05 -0.00852892 9.52044e-05 -0.000194813 -0.00132183 0.00119233 internal_weight=7378.05 137.541 13.8377 123.703 10.3682 113.335 33.2206 80.1147 53.6661 25.0129 26.4486 7240.51 1964.39 638.377 48.846 41.6309 589.531 563.062 1326.02 390.506 76.0415 314.465 935.511 552.206 383.305 26.4696 5276.12 3309.45 1033.69 321.704 internal_count=27017 485 55 430 54 376 112 264 180 86 84 26532 6860 2237 165 138 2072 1939 4623 1306 243 1063 3317 1979 1338 133 19672 12471 3830 1232 is_linear=0 shrinkage=0.03 Tree=1715 num_leaves=31 num_cat=0 split_feature=12 4 4 2 4 9 7 10 0 6 4 13 12 8 5 2 6 10 5 5 4 5 6 8 13 13 5 8 2 10 split_gain=0.188181 1.19678 3.16203 2.84862 10.1049 2.57771 2.72675 2.44872 2.31782 2.31644 3.3705 2.8071 2.17677 2.37629 2.20321 1.62014 5.61286 2.63205 2.27438 1.44989 1.45727 1.1486 3.08592 3.02494 3.9443 3.68351 2.39092 4.19466 2.54238 4.56971 threshold=2.9000000000000008 1.5350000000000008 1.6400000000000006 1.9000000000000001 1.4650000000000005 5.9000000000000012 1.9000000000000001 -2.1666666666666656 725.00000000000011 1.7000000000000004 1.6550000000000002 3.1000000000000005 1.5000000000000002 4.7000000000000002 0.8300000000000004 1.7000000000000004 0.70000000000000007 1.0000000180025095e-35 1.2250000000000008 2.4650000000000003 1.4150000000000007 1.1450000000000007 0.50000000000000011 7.5000000000000009 1.5000000000000002 2.3000000000000007 1.2050000000000007 3.7000000000000006 2.7000000000000006 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 15 5 6 -5 -4 12 10 -9 -11 13 -3 -14 19 18 -18 -17 20 -1 22 -2 24 -24 -26 27 -23 -29 -30 right_child=21 2 7 4 -6 -7 -8 9 -10 11 -12 -13 14 -15 -16 16 17 -19 -20 -21 -22 26 23 -25 25 -27 -28 28 29 -31 leaf_value=-0.00014077293663661571 -0.015108989853453662 0.020068069611256754 -0.018825891972354972 0.0082791223669578407 0.029827108998986926 -0.022462120338465015 -0.018287674490722477 0.012082995029146719 -0.019305967696951518 -0.0092097151417674782 0.00082583001507466455 -0.00022937441264744612 -0.019973250425426657 -0.00046324803039848129 -0.0031373725507006047 0.0020757609586909568 -0.012289444764726366 -0.001276271442536182 0.031396184074595386 0.0133655274931067 0.00149404483608122 0.009964061136907806 0.029096853615436052 0.024346628055059136 -0.0078672615387818945 0.0049917335683463465 0.0001997361754846445 -0.011900265230064743 0.034750282567751013 -0.014599288198164528 leaf_weight=3120.8961309380829 7.9668349735438815 7.3592126369476345 6.0134141333401194 14.481699414551263 12.906920403242109 4.9171940535306922 4.5756538882851592 25.212853915989399 7.8983068205416194 44.123963251709938 473.22278679627925 108.01203845068812 7.1449112594127646 16.335057206451893 334.80164603888988 4.4656044542789441 38.044595595449209 40.132997397333384 5.1006734669208527 7.4484731256961814 582.29224414005876 12.540669165551661 5.0005948655307284 6.3356570801697663 26.541840732097626 81.956018662080169 2660.8414090066217 45.65495453029871 3.0856926515698424 3.730252617970109 leaf_count=9907 82 24 43 58 47 18 22 92 53 152 2092 409 41 59 1203 22 147 142 19 26 1942 46 28 61 164 438 9385 231 27 37 internal_value=-2.23379e-06 -0.000115675 -0.00102354 0.000128172 0.00842546 -0.00309632 0.00190046 0.000230124 -0.00322716 0.000406264 0.00139526 -0.00283394 -0.00287984 0.00591358 -0.00348916 4.7607e-05 -0.00398155 -0.00663576 0.0177092 0.000142883 0.000116287 0.000191179 0.00297082 0.00417281 0.00304667 0.00184604 6.08565e-05 -0.00562331 -0.00934873 0.00774209 internal_weight=7719.04 4865.39 1030.12 3835.26 36.8815 23.9745 19.0574 656.585 373.539 650.572 498.436 152.136 365.641 23.6943 341.947 3798.38 87.7439 78.1776 9.56628 3710.64 3703.19 2853.65 127.801 119.834 113.498 108.498 2725.85 65.0116 52.4709 6.81595 internal_count=27017 16518 4168 12350 145 98 80 2788 1380 2745 2184 561 1327 83 1244 12205 330 289 41 11875 11849 10499 773 691 630 602 9726 341 295 64 is_linear=0 shrinkage=0.03 Tree=1716 num_leaves=31 num_cat=0 split_feature=9 0 10 6 7 12 3 4 5 2 9 4 4 12 7 3 13 3 3 8 8 7 5 10 9 9 4 9 0 6 split_gain=0.175697 1.53022 3.04538 3.32233 3.86487 3.45654 3.17364 3.62539 3.11957 2.75554 2.58001 2.46169 3.16905 2.68877 2.12842 1.99947 1.90959 2.78612 1.73955 1.36661 1.10414 0.93408 1.99036 2.71242 5.44987 2.87621 2.59525 2.14111 2.11067 2.07608 threshold=4.1000000000000005 350.00000000000006 1.5000000000000004 1.9000000000000001 2.3000000000000003 1.9000000000000001 0.50000000000000011 1.4350000000000007 1.6900000000000006 1.3 3.3000000000000003 0.65500000000000025 0.93000000000000027 1.7000000000000004 1.3 0.90000000000000013 3.1000000000000005 0.70000000000000007 0.90000000000000013 4.5000000000000009 5.5000000000000009 1.9000000000000001 1.4350000000000007 0.50000000000000022 6.9000000000000012 4.3000000000000016 1.2350000000000005 7.7000000000000002 475.00000000000006 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 8 -6 7 -1 -5 -8 -4 -3 13 15 -15 -13 18 -18 -14 -12 -21 -2 29 25 -25 28 -27 -26 -24 -23 right_child=21 11 10 4 5 -7 9 -9 -10 -11 19 12 16 14 -16 -17 17 -19 -20 20 -22 22 23 24 27 26 -28 -29 -30 -31 leaf_value=0.014244344408253359 -0.00023901300935701768 0.017081852572221692 0.0025414511723661883 0.0042622161692692827 0.0084829814670935207 -0.01695142568847029 -0.0038408233328033822 -0.0036614466293720992 0.024257964731469669 0.00040873053543571286 -0.0062369212003007043 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12.050870150327681 99.888476438820362 leaf_count=67 16764 24 32 364 21 41 928 52 23 690 27 91 833 81 98 26 325 1370 2119 21 21 1208 22 368 38 286 722 31 35 289 internal_value=1.52307e-06 0.000217114 -0.000867201 -0.000472363 0.0034697 -0.0083356 -0.00147151 0.0065346 0.00538913 -0.00206056 -0.00961624 0.000733603 0.000652244 -0.00453278 -0.000465393 -0.0104998 0.000984122 -0.000374723 0.00179604 -0.0151909 -0.0210387 -8.11476e-05 0.000749239 -0.000563198 0.00285876 -0.00194555 -0.00131058 -0.0108429 -0.0130363 0.00208159 internal_weight=8872.1 2459.13 793.422 759.161 153.507 21.4683 605.654 41.5074 132.039 564.147 34.2604 1665.71 1657.46 99.707 59.2913 40.4157 1557.75 582.638 975.112 23.4897 14.2095 6412.97 1024.42 516.067 148.489 367.579 347.674 22.2174 19.9051 508.355 internal_count=27017 7254 2287 2186 449 62 1737 119 387 1618 101 4967 4943 296 179 117 4647 1695 2952 69 42 19763 2999 1502 437 1065 1008 69 57 1497 is_linear=0 shrinkage=0.03 Tree=1717 num_leaves=31 num_cat=0 split_feature=4 9 10 7 0 6 4 4 2 0 13 5 3 0 5 5 11 10 7 12 4 12 13 12 8 12 0 7 12 4 split_gain=0.183073 0.828518 2.66262 3.65964 3.20376 2.98153 2.68596 2.74768 6.81883 2.65466 1.49516 1.29417 2.6099 4.24145 4.37573 3.41246 2.11772 6.0153 2.29076 2.01826 1.50211 3.87271 2.45774 1.22579 1.13713 0.781028 3.68765 2.68211 4.52602 6.12171 threshold=1.3650000000000009 3.3000000000000003 1.1666666666666672 0.90000000000000013 525.00000000000011 1.1000000000000003 2.225000000000001 1.445000000000001 0.90000000000000013 200.00000000000003 2.1000000000000005 1.3050000000000006 0.50000000000000011 350.00000000000006 0.97000000000000031 0.93000000000000027 -0.66666666666666619 -1.1666666666666663 1.5000000000000002 1.1000000000000003 2.0250000000000008 1.9000000000000001 1.5000000000000002 4.3000000000000016 5.3000000000000016 3.5000000000000004 200.00000000000003 1.3 3.9000000000000008 1.0950000000000009 decision_type=2 2 2 2 2 2 2 2 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 6 -4 5 -5 7 8 -2 -9 -8 12 13 15 -15 -3 17 -14 -18 -13 22 -22 -21 -12 -6 -1 -27 -28 29 -29 right_child=1 11 3 4 24 -7 10 9 -10 -11 23 19 16 14 -16 -17 18 -19 -20 20 21 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=3.3431198915558652e-05 0.012798130606821089 -0.0051567718736627794 -0.026245197321867073 0.020399991459931082 -0.025803721770018342 -0.0028777761728542846 0.0064043616198977476 0.011692604288134028 -0.0086581905283432611 0.0027868523155355281 -0.023596258225417211 0.015638949307904045 0.013768154867999132 0.0085801389534487654 -0.0065549244338400136 0.014755967101747458 -0.0012248971905097113 -0.0011584748756993399 -0.0050207292086442683 0.0030235753408134987 0.027691123532361969 0.0014067139506522583 -0.00057296731302036838 -0.0021628382861075142 -0.00529604262038183 0.010170075221537097 -0.0020807502575664444 -0.010504578445931178 -0.0041686796415321007 0.01785345554552855 leaf_weight=3137.5403898879886 18.296999648213387 9.9984014034271222 6.752424828708171 6.9405000731349018 5.3762347698211652 17.286686792969704 3.450004167854785 34.640017837285995 49.108769401907921 231.05688677914441 7.0611384995281679 7.4648353308439246 27.434090830385685 26.097028817981482 50.382125740870833 34.373915769159794 345.99373049568385 212.57899115234613 243.99692669138312 186.38236502185464 5.113548055291175 376.35060150269419 2072.6548814512789 3.6391031369566917 4.4456779100000858 39.631235271692276 146.0529211461544 8.7843919619917852 27.711792930960655 31.130475476384163 leaf_count=10769 61 41 28 28 22 65 19 121 173 887 48 25 116 113 235 131 1349 847 1054 682 16 1647 7524 21 21 132 595 33 108 106 internal_value=7.56503e-07 -0.000137063 0.00117995 -0.00606965 -0.00206856 0.00379074 0.00203176 0.00257557 -0.00283397 0.00394793 -0.0107696 -0.000279074 -0.00122845 0.00289054 -0.00139038 0.010269 -0.00182818 0.000547676 -0.0027947 6.18351e-05 1.77978e-05 0.00175906 -0.000276234 -0.0163069 -0.0165214 0.000162801 0.00176519 0.000206332 0.00514573 0.0116125 internal_weight=7377.73 3986.88 388.054 40.8015 34.0491 24.2272 347.253 333.103 67.4058 265.697 14.1502 3598.82 950.855 120.851 76.4792 44.3723 830.004 240.013 589.991 2647.97 2640.5 381.464 2259.04 10.7002 9.82191 3390.85 253.311 213.68 67.6267 39.9149 internal_count=27017 15274 1494 164 136 93 1330 1242 234 1008 88 13780 3886 520 348 172 3366 963 2403 9894 9869 1663 8206 69 43 11743 974 842 247 139 is_linear=0 shrinkage=0.03 Tree=1718 num_leaves=31 num_cat=0 split_feature=12 4 5 5 10 8 4 7 4 7 4 5 6 8 13 13 5 8 2 10 10 5 0 5 10 9 4 4 9 4 split_gain=0.18604 1.1899 2.38142 4.99985 3.0922 2.44237 2.12619 1.86749 2.27726 1.30701 1.55115 1.09483 2.98363 2.83216 3.70964 3.53891 2.31148 4.03733 2.45806 4.29616 3.02794 2.03541 2.49831 1.84176 2.61738 2.79497 1.85716 1.56281 1.42737 4.78087 threshold=2.9000000000000008 1.8900000000000006 1.5950000000000004 1.5650000000000006 1.5000000000000004 6.1000000000000005 1.9500000000000004 0.90000000000000013 2.0650000000000008 3.3000000000000003 1.4250000000000005 1.1450000000000007 0.50000000000000011 7.5000000000000009 1.5000000000000002 2.3000000000000007 1.2050000000000007 3.7000000000000006 2.7000000000000006 1.0000000180025095e-35 1.5000000000000004 1.0850000000000006 475.00000000000006 1.2250000000000008 0.33333333333333326 4.3000000000000016 1.4050000000000007 1.2650000000000008 3.1000000000000005 1.1650000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 -3 -7 -9 -1 -11 12 -2 14 -14 -16 17 27 20 -20 -19 22 -15 24 26 -26 -18 -13 29 -25 right_child=11 2 5 -5 -6 7 -8 8 -10 10 -12 16 13 21 15 -17 23 18 19 -21 -22 -23 -24 28 25 -27 -28 -29 -30 -31 leaf_value=1.968964929810594e-07 -0.014986693013602389 -0.0073159516737937138 -0.017666149332777135 0.029497323135602677 -0.022985782450592535 -0.017083462260645353 0.0016076293895990611 -0.0061624599174473632 0.016964738633497439 -0.0013694874370830331 -0.023478503978256002 0.02111971790416467 0.02800151044383957 0.036018229765707149 -0.0077510902584779322 0.0048719479277387146 0.033845316008858879 -0.014428877590031076 0.033166888676262857 -0.014474445107873107 0.010687453910271469 0.047680126652374422 -0.0095193931614403135 0.011976190473965302 -0.014329830622826351 0.016463859931864864 0.0099733955246571731 -7.5318161450581555e-05 0.0002369604828270217 -0.0075103605143501664 leaf_weight=4680.0601765271276 7.876099028158932 32.708939384669065 16.909482538700104 4.7710332348942748 5.9034755155444136 5.8170167878270176 90.573292781598866 9.9604252204298991 6.227699600160121 7.4111272096633893 4.6466559842228889 5.8136875033378583 5.0922727324068537 2.0315756760537615 26.410026218742132 82.210989316925406 3.7728573977947297 40.488785598427057 3.1653614826500407 3.6888145338743925 4.835899230092763 2.0980476913973689 2.3254251689650118 13.871584966778753 7.3712078630924207 4.1441309750080109 13.176599029451607 6.7851270586252213 2556.5210170666687 61.87562092486769 leaf_count=15526 82 160 86 18 43 24 526 40 33 34 28 18 28 16 164 438 12 209 27 37 22 17 28 42 33 20 62 28 8930 286 internal_value=-2.4738e-06 -0.000115274 -0.0025596 -0.000661796 -0.00177562 -0.00909246 -0.000759953 -0.00250415 0.00273476 -2.52177e-05 -0.00988954 0.000189838 0.00290093 0.00407333 0.00297602 0.00180279 6.24705e-05 -0.00553679 -0.009217 0.00752704 -0.0117491 0.0234037 0.0117138 0.000198789 0.00778889 -0.00324782 0.0152872 0.00970507 0.000116711 -0.00394179 internal_weight=7718.54 4864.99 172.871 133.957 129.186 38.9146 123.282 22.0051 16.1881 4692.12 12.0578 2853.56 128.044 120.168 113.713 108.621 2725.51 64.7777 52.1789 6.85418 45.3247 6.45505 4.357 2660.73 28.4648 11.5153 16.9495 12.5988 2632.27 75.7472 internal_count=27017 16518 930 747 729 183 686 97 73 15588 62 10499 773 691 630 602 9726 341 295 64 231 61 44 9385 127 53 74 46 9258 328 is_linear=0 shrinkage=0.03 Tree=1719 num_leaves=31 num_cat=0 split_feature=11 3 0 3 7 3 13 5 6 3 13 2 4 5 4 5 4 2 4 11 9 11 9 6 3 2 5 5 3 6 split_gain=0.172792 1.41634 2.57793 4.25532 2.77422 1.91208 2.27666 2.20959 2.3688 2.69031 2.02362 2.12032 1.92593 1.85628 3.22023 1.80928 1.68561 1.60245 1.58903 1.48271 0.533889 0.368895 2.20259 3.76705 2.86031 3.05678 2.88407 2.7843 3.56088 4.9539 threshold=-1.4999999999999996 1.3 575.00000000000011 1.1000000000000003 0.90000000000000013 2.1000000000000005 4.1000000000000005 1.7800000000000005 0.70000000000000007 2.5000000000000004 1.7000000000000004 2.1000000000000005 1.6350000000000005 1.3450000000000006 1.1050000000000006 1.2950000000000006 1.0150000000000006 1.5000000000000002 1.445000000000001 -1.8333333333333328 4.9000000000000012 -1.1666666666666663 5.3000000000000016 0.50000000000000011 1.5000000000000002 1.5000000000000002 1.2250000000000008 1.2250000000000008 1.7000000000000004 1.9000000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 15 17 6 10 12 -9 -10 18 -12 19 16 -15 -4 -6 20 -3 -7 -1 22 27 -24 26 -26 -25 -2 -29 -30 right_child=21 5 3 -5 13 7 -8 8 9 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 28 29 -31 leaf_value=0.0082705791934481136 -0.0031891277452670624 -0.020518335958165816 -0.0037571088298550045 0.01095141401674404 0.016475560231011845 0.0089941198634608168 -0.015223504434278022 0.016750344321560362 0.0053083755392546892 -0.010917467739930695 0.0010034979701060353 -0.010524877473923441 -0.0019405043976675725 -0.008279417306381787 0.014536397644468868 -0.02532667188878886 0.00086579119624324852 -0.012951955841705942 -0.0039480504969049415 0.02716451694485017 -0.003678171319873857 1.7589884068666544e-05 -0.020618113364657992 0.0053382329061891576 0.0079420536583283373 -0.0049615795314003844 -0.008356066296743932 0.0063314795735052417 -0.008786235652736573 0.015817924548123807 leaf_weight=7.0162695050239581 92.82868592441082 8.032758831977846 6.0704597160220155 8.1539295017719269 7.2400500178337088 9.7058284282684362 11.497732877731321 6.1784771829843512 17.296647056937218 19.638493075966835 137.18530499190092 16.036941185593605 7.2805637717247 6.4772689193487158 39.636947005987167 8.2655280679464322 44.449923172593117 10.842066407203673 14.814169391989706 6.9258492290973672 6.4679965972900391 8055.7537333853543 10.866148278117178 16.999004282057285 38.040247458964586 29.210240308195353 74.504258766770363 108.60327633470297 35.68187840282917 9.2805868685245496 leaf_count=20 269 32 19 28 21 31 37 22 64 107 425 52 21 20 114 28 128 32 46 21 20 24450 34 51 142 98 223 318 116 28 internal_value=1.34461e-06 0.000611277 0.00298217 -0.00635167 0.00470096 -0.000735498 -0.00228965 0.00361369 -0.000442874 -0.00331894 -0.00144504 -0.000203115 0.0109277 0.00695593 0.0113317 -0.0161932 0.0030522 -0.00436514 -0.009774 0.0165607 0.00253912 -2.73971e-05 -0.00089853 -0.00352947 -0.00235981 0.00233736 -0.00581201 0.000912631 0.0033921 -0.00370775 internal_weight=8870.98 399.213 144.62 22.4899 122.131 254.593 187.567 67.0259 43.1136 36.9351 176.069 153.222 23.9122 97.8042 46.1142 14.336 51.69 24.3263 22.8469 16.6317 13.4843 8471.77 416.014 169.62 158.754 67.2505 91.5033 246.394 153.566 44.9625 internal_count=27017 1288 430 75 355 858 592 266 193 171 555 477 73 283 134 47 149 72 78 52 40 25729 1279 548 514 240 274 731 462 144 is_linear=0 shrinkage=0.03 Tree=1720 num_leaves=31 num_cat=0 split_feature=10 8 13 4 8 6 6 6 13 3 11 11 0 13 12 10 7 4 4 8 11 3 9 8 6 5 10 8 8 7 split_gain=0.183701 2.61069 2.17632 2.10368 5.90503 4.52001 3.78609 3.32644 2.59868 2.93731 2.85197 2.41854 1.92441 2.66444 1.41712 0.809354 0.455611 2.2626 2.89897 2.27355 2.17236 3.30527 2.53103 1.59664 1.82404 1.02532 0.948389 0.888951 0.48455 1.98024 threshold=-1.4999999999999996 3.5000000000000004 2.1000000000000005 1.2050000000000007 4.1000000000000005 0.90000000000000013 2.1000000000000005 1.5000000000000002 1.3000000000000003 2.9000000000000004 -1.0000000180025095e-35 -0.33333333333333331 350.00000000000006 3.9000000000000008 2.1000000000000005 -1.8333333333333328 2.1000000000000005 2.2150000000000007 2.0850000000000013 8.5000000000000018 -0.66666666666666619 1.9000000000000001 7.1000000000000005 5.9000000000000012 1.1000000000000003 1.3950000000000007 0.50000000000000022 1.1000000000000003 9.9000000000000021 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 15 4 7 -6 -7 -3 10 11 -5 -10 -4 14 -14 -1 27 18 20 25 21 -18 -22 -20 -25 -19 -27 -2 -29 -30 right_child=16 3 12 8 5 6 -8 -9 9 -11 -12 -13 13 -15 -16 -17 17 19 23 -21 22 -23 -24 24 -26 26 -28 28 29 -31 leaf_value=-0.010985529364075458 -0.011481610685254299 0.033208304525896723 0.0082776071873658322 -0.003283719242309335 0.018899704799304102 -0.014180739357033664 0.011439466615222948 0.0062221164198122013 0.0017474509174743985 0.016020974040556746 0.021251761705338993 -0.0040379335070092962 -0.014455830873657941 -0.026776454509165885 0.0017783505203978944 -0.027163897126729571 0.0046019493733743099 -0.022240189240462015 0.0020877982443052731 0.016243360156794926 -0.00072055319291388427 -0.0089993008431704935 0.011397840136464008 0.034742588244696906 0.0097654871740157599 0.0009932006193380848 -0.017176646559320819 -2.447732068174195e-05 0.0042475712116274026 -0.023561292779153014 leaf_weight=5.7744590267539024 6.1120143681764594 8.8352584093809146 9.1495144478976709 7.5337804928422001 7.7514249458909026 19.009272515773777 7.1414582058787337 7.6880854070186606 103.6470799446106 8.4993273392319661 9.8235731162130815 174.55713265389204 6.938592389225966 5.2767642587423316 15.995694585144518 5.3720346093177778 179.31934627145529 6.8546859212219777 7.3954132646322277 2.7276697903871527 486.78539500758052 17.664209336042404 16.021892204880714 4.5107856467366201 6.3159031569957733 5.6636785976588708 4.7568093035370111 6220.359731791541 5.824064798653124 3.8136487826704979 leaf_count=23 34 30 35 32 28 71 24 26 407 32 38 686 24 20 59 20 661 59 30 19 1795 66 57 25 25 31 34 22576 26 24 internal_value=1.31929e-06 -0.000621453 -0.00714896 0.000271756 0.00594677 -0.00122032 -0.00718416 0.020652 -0.000669389 -0.00135179 0.0106024 -0.00188254 -0.00367805 -0.00755556 -0.00313318 -0.0187827 3.73056e-05 0.000742157 0.00101941 -0.00920988 0.000711803 0.00338228 -0.000334402 0.0128325 0.0201718 -0.0132288 -0.00730108 -4.61105e-05 -3.48915e-05 -0.00675641 internal_weight=7377.12 402.993 48.5071 354.486 50.4255 33.9022 26.1507 16.5233 304.061 286.704 17.3574 278.204 37.3606 28.2111 22.9343 11.1465 6974.13 738.016 718.013 20.0028 699.791 196.984 502.807 18.2221 10.8267 17.2752 10.4205 6236.11 6230 9.63771 internal_count=27017 1555 181 1374 179 123 95 56 1195 1125 70 1093 138 103 83 43 25462 2802 2659 143 2579 727 1852 80 50 124 65 22660 22626 50 is_linear=0 shrinkage=0.03 Tree=1721 num_leaves=31 num_cat=0 split_feature=4 2 4 5 7 13 4 9 10 11 4 2 0 11 5 10 6 13 5 8 6 4 5 11 4 7 13 10 9 4 split_gain=0.188753 1.45222 2.11978 1.27713 1.11643 1.29596 1.50499 2.97548 4.76628 2.24093 1.89496 1.77933 1.18602 3.60664 2.1536 1.74793 1.64315 1.53244 1.37709 0.924862 1.89669 3.76242 2.60462 4.19634 2.5203 2.33575 1.61955 2.13068 2.04126 1.43515 threshold=1.3150000000000006 0.3000000000000001 1.3950000000000007 1.3650000000000007 1.0000000180025095e-35 1.5000000000000002 1.0450000000000006 5.7000000000000002 -0.33333333333333331 -1.1666666666666663 0.92500000000000027 1.3 525.00000000000011 1.1666666666666672 1.4750000000000008 0.50000000000000022 3.3000000000000003 5.5000000000000009 2.225000000000001 4.5000000000000009 1.3 2.1150000000000007 2.1250000000000009 -0.83333333333333315 1.5050000000000006 2.7000000000000006 4.7000000000000011 0.33333333333333326 5.1000000000000005 1.5650000000000008 decision_type=2 2 2 2 2 2 2 2 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 -1 6 7 10 -9 -8 -6 -11 16 14 -14 -15 18 -18 -7 20 22 24 25 -24 -22 -3 -21 29 -29 -28 right_child=1 19 3 -5 5 12 9 8 -10 11 -12 -13 13 15 -16 -17 17 -19 -20 26 21 -23 23 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0098807447284688463 0.019519330921904565 0.0023162257047295871 -0.011013190095013689 0.0078391180855928409 0.00092156869963457694 0.00032293434968128201 0.019256538383764607 -0.0076294938528160654 0.022317921118542874 0.00063159590809828601 -0.014326733773431221 0.0094926785538566195 -0.0004898408883279538 0.0060873342487521775 -0.0035927441886280166 -0.004874438440583489 -0.017745429343341355 0.0016690235715420682 -0.0035869022283716106 -0.00028830332126109483 0.0011060927713976204 0.020126924557087398 0.010427691567538621 -0.0091769747652719388 -0.0024133555566193017 0.016977360259351825 0.0042132849617220495 0.004455308966381433 -0.017623890202768389 0.017273138576208096 leaf_weight=10.633935727179049 8.5256069004535693 549.66571690887213 5.3294087946414939 8.2256343960762006 12.91630293428898 2082.334578640759 8.5493094921112043 9.5220722109079379 9.6104646623134595 69.224993206560612 16.974735304713249 28.913601383566856 466.69339222460985 80.67659655213356 354.02526088804007 15.628005743026732 8.8925059810280782 6.217497542500495 84.35985191911459 3024.5972791812383 401.17437236011028 8.045094855129717 13.01505673676729 40.108060218393803 336.91731817275286 9.9570288360118848 17.147501483559612 10.591066122055055 5.8501620739698401 13.562706869095562 leaf_count=34 26 1981 19 25 39 6452 26 28 29 210 52 94 1606 249 1054 52 30 20 268 11916 1254 31 41 122 1132 39 64 45 22 57 internal_value=-2.80655e-06 0.000124239 0.00779878 0.000426994 -0.000176058 -0.000144349 0.00252626 -0.00182468 0.00741339 0.00452554 -0.00773775 0.00324225 -0.000278543 -0.00118383 -0.00182831 0.00430849 0.000101954 -0.00975673 0.000170706 8.59919e-05 0.000737663 -0.000278022 0.00197446 -0.00437387 -0.000500433 0.00257708 -0.000202295 0.00531483 -0.00340097 0.00998098 internal_weight=7717.89 4452.71 22.0807 13.555 3265.17 3254.54 155.711 49.0236 19.1325 106.688 29.891 98.1386 3098.83 917.023 820.719 96.3046 2181.8 15.11 2166.69 4430.63 1358.88 746.137 612.746 53.1231 738.092 559.623 3071.75 47.1514 16.4412 30.7102 internal_count=27017 16774 70 44 10243 10209 478 148 57 330 91 304 9731 2961 2660 301 6770 50 6720 16704 4600 2417 2183 163 2386 2020 12104 188 67 121 is_linear=0 shrinkage=0.03 Tree=1722 num_leaves=25 num_cat=0 split_feature=7 12 0 11 10 6 8 6 3 13 9 0 9 10 13 0 6 0 8 10 4 2 4 2 split_gain=0.181152 1.95726 2.93767 3.26123 2.03538 1.89623 2.88424 3.10663 1.10132 0.511654 2.4399 2.16562 2.28852 2.20214 0.471536 3.92763 3.07618 2.14588 0.459431 2.74679 4.80709 2.13511 1.57369 1.76474 threshold=2.7000000000000006 3.3000000000000007 525.00000000000011 0.50000000000000022 1.1666666666666672 0.70000000000000007 2.9000000000000004 1.3 1.7000000000000004 4.5000000000000009 2.7000000000000006 200.00000000000003 3.1000000000000005 0.50000000000000022 4.3000000000000016 200.00000000000003 1.9000000000000001 575.00000000000011 3.5000000000000004 -1.4999999999999996 1.0750000000000008 0.50000000000000011 0.65500000000000025 0.50000000000000011 decision_type=2 2 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 4 3 8 5 -2 -7 -8 -3 14 -11 -12 -13 -14 18 -16 -17 -18 19 20 -1 -21 -20 -24 right_child=1 2 -4 -5 -6 6 7 -9 -10 10 11 12 13 -15 15 16 17 -19 22 21 -22 -23 23 -25 leaf_value=-0.011850262095704502 0.014403521277773338 -0.01419633929597095 -0.020767838049718386 0.017894246904362674 0.015474524607189507 0.013915878548991177 -0.0070495520113647639 0.0024624408855689417 0.0017372960003747661 0.011317565524985404 -0.016983930095712092 -0.015486860788495798 -0.0028661333968729558 0.0057692023581035323 -0.014593624306588445 -0.012029787346392552 0.0031772728815965693 0.014417494228108259 0.011464597912205093 0.0035525436412314764 0.010723738200654805 -0.0012418444752318196 -0.0018814812216787554 0.00017575828313780908 leaf_weight=10.646596491336821 9.4237945228815061 9.2712934836745351 8.748637877404688 6.3679023981094351 9.732573486864565 13.229595229029654 46.636356055736542 91.594609543681145 6.7441400736570349 12.22078727185726 8.8821417838335019 10.206423431634901 110.64391285926104 34.981420964002609 11.560564041137694 9.851988732814787 70.003482669591904 19.556562848389149 10.909302119165657 90.782982155680656 41.913102142512798 1056.3149695554748 397.28970926441252 6773.3544300124049 leaf_count=35 31 30 28 21 29 39 136 270 21 36 29 31 345 105 35 28 205 58 34 290 127 3295 1259 20500 internal_value=1.45401e-06 0.000890125 -0.00602735 -0.000265959 0.00215234 0.00134642 0.000534016 -0.000746715 -0.00748664 -1.92273e-05 -0.00161593 -0.00257552 -0.00175427 -0.000791794 1.40401e-05 0.00195678 0.00388142 0.00563172 -1.1683e-05 -0.000555132 0.0061511 -0.00086241 7.90986e-05 6.17769e-05 internal_weight=8870.87 201.749 31.132 22.3833 170.617 160.884 151.461 138.231 16.0154 8669.12 176.935 164.714 155.832 145.625 8492.18 110.973 99.412 89.56 8381.21 1199.66 52.5597 1147.1 7181.55 7170.64 internal_count=27017 605 100 72 505 476 445 406 51 26412 546 510 481 450 25866 326 291 263 25540 3747 162 3585 21793 21759 is_linear=0 shrinkage=0.03 Tree=1723 num_leaves=29 num_cat=0 split_feature=8 4 0 13 8 9 5 2 3 12 5 7 8 13 3 10 11 7 9 5 5 4 5 8 4 8 2 8 split_gain=0.183296 1.05228 1.11441 1.94201 3.45699 1.75453 3.27209 2.87983 2.8015 1.65071 2.00629 1.56338 2.57188 2.38338 0.697129 0.616768 0.663848 0.535784 2.65082 2.24103 2.75781 1.52389 2.16869 2.3492 1.62476 2.44734 2.1664 1.27107 threshold=6.3000000000000016 0.97000000000000031 475.00000000000006 1.1000000000000003 7.7000000000000002 4.3000000000000016 1.7250000000000003 0.90000000000000013 1.9000000000000001 1.3000000000000003 1.1350000000000005 1.9000000000000001 7.3000000000000016 2.9000000000000008 0.50000000000000011 2.8333333333333344 1.0000000180025095e-35 1.5000000000000002 9.3000000000000025 2.6450000000000009 2.3250000000000011 1.8550000000000004 2.4450000000000007 4.1000000000000005 1.1450000000000007 6.1000000000000005 1.5000000000000002 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 -2 5 4 -4 6 7 -3 -8 14 -11 13 -13 -7 -5 17 -17 21 19 20 -19 24 23 -23 26 -26 -1 -24 right_child=1 2 3 9 -6 11 8 -9 -10 10 -12 12 -14 -15 -16 16 -18 18 -20 -21 -22 22 27 -25 25 -27 -28 -29 leaf_value=0.0014968851350316563 -0.011833114709647765 0.0076343433823983873 -0.022609044909521595 -0.019335259500196721 0.0089637035938667821 -0.001970920973660824 0.030760058309255687 -0.0026092525704949319 0.003558390949367472 0.0059613127284888073 0.00043843856489888118 -0.0019158710052512432 0.013471281187410469 -0.0087104509589423264 -0.0040349822631814986 -0.0010909213301129848 0.013948351934706065 -0.00033661842501422087 0.017821062542587925 0.015913710097538166 -0.012404776422730055 -0.0048605706955923726 -0.0019194817236862119 0.0033515073417402235 -0.00048632291858186663 0.004305886037558113 -0.0043827142922292974 -0.019312286470303402 leaf_weight=901.57292959094048 7.1520437449216834 32.987614989280701 8.2787562757730466 4.7184598818421346 5.00995298475027 236.42916075140238 5.9845626354217512 98.321377253159881 7.9132748171687126 67.757553726434708 468.6017119884491 33.696640122681856 13.772022686898707 59.012946769595146 6.204174593091011 4.7573590464889985 5.9394345544278622 2260.7493807896972 7.2296153455972663 7.578085269778966 17.171639390289783 34.703731156885624 9.573406904935835 324.55343797057867 2581.2419622167945 99.611671537160873 60.164740599691868 6.2506627961993209 leaf_count=3123 34 112 39 21 21 962 20 420 28 341 2044 141 65 234 25 22 22 8110 23 30 74 131 43 1250 9085 350 221 26 internal_value=9.77961e-07 -0.000364917 -0.000286704 0.000625869 -0.0107059 -0.00133473 0.00142925 -3.58431e-05 0.0152717 0.000901018 0.00113614 -0.00250515 0.00254838 -0.00331711 -0.0106445 6.2095e-05 0.00725969 4.98943e-05 -0.000316036 -0.000373408 -0.000427592 0.000258717 0.00207948 0.00255823 7.12311e-05 -0.00030826 0.00112907 -0.00878981 internal_weight=7376.94 1055.84 1048.69 560.571 13.2887 488.118 145.207 131.309 13.8978 547.282 536.359 342.911 47.4687 295.442 10.9226 6321.1 10.6968 6310.4 2292.73 2285.5 2277.92 4017.67 375.081 359.257 3642.59 2680.85 961.738 15.8241 internal_count=27017 4507 4473 2491 60 1982 580 532 48 2431 2385 1402 206 1196 46 22510 44 22466 8237 8214 8184 14229 1450 1381 12779 9435 3344 69 is_linear=0 shrinkage=0.03 Tree=1724 num_leaves=31 num_cat=0 split_feature=0 8 11 4 4 9 5 6 8 8 4 12 6 2 11 4 5 9 9 2 5 12 7 4 13 5 2 6 4 10 split_gain=0.190282 1.01308 2.98475 2.93768 4.56227 3.40503 2.85279 2.63701 3.02873 2.33926 4.25553 8.55485 3.60043 2.18406 2.77977 2.07508 1.83094 2.91159 2.93013 2.52538 5.28906 2.81699 1.72278 1.60682 2.07333 1.01005 0.695595 1.50618 0.70997 2.23315 threshold=575.00000000000011 3.9000000000000004 1.0000000180025095e-35 1.3350000000000006 1.1650000000000007 5.1000000000000005 0.92500000000000027 1.5000000000000002 3.3000000000000003 4.1000000000000005 1.195000000000001 2.3000000000000007 1.7000000000000004 1.3 -0.66666666666666663 1.4750000000000008 1.3450000000000006 7.3000000000000016 6.7000000000000002 0.90000000000000013 1.3850000000000005 2.5000000000000004 1.5000000000000002 0.99000000000000055 2.9000000000000008 1.3450000000000006 3.5000000000000004 1.3 2.475000000000001 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 2 6 4 5 -4 -2 25 -9 10 23 -12 -13 15 -15 -8 17 18 -11 20 -18 -21 -6 -3 -25 -5 28 -28 -1 -30 right_child=1 9 3 7 22 -7 13 8 -10 16 11 12 -14 14 -16 -17 19 -19 -20 21 -22 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-7.98224452610419e-05 0.014774487942310718 0.0071504591422041986 -0.0045906361994248121 0.031156860222699409 -0.016505991654912375 0.011792058853342273 -0.006651652166898391 -0.011060362773097871 0.014613083641085321 -0.0017130718029080339 0.040028394121199504 -0.0029554991227613318 0.021729804145950975 -0.0084888534496654362 0.0067741387804388402 -0.023650517652524034 0.030942461891255553 -0.027284528063595177 0.019058227827271377 -0.0049982255458226954 0.00355191232360907 0.0012246600341925663 -3.7018274683349766e-05 -0.020591732259895724 0.0024722612236822636 0.014021521913217374 -0.02181658320152801 0.0082189817606050895 0.010309509906626086 -0.0070244934005232115 leaf_weight=6433.7033997215331 6.7107870765030375 8.2380852997303027 20.255797013640404 4.1388083174824741 17.342208936810497 26.16986295580864 80.430081948637962 8.5387857705354708 8.0197567418217641 273.82066922867671 8.2614841163158399 16.994448199868206 7.7393326908349982 18.885533317923546 24.896597467362881 7.0277566462755194 6.6643474847078314 3.9200356081128112 6.251826085150241 76.624566171318293 132.33318734169006 449.75364443846047 8.5276473015546781 7.3178028017282468 6.7375773787498474 12.287662900984285 3.8290691534057251 2.4731339812278748 20.086838149465624 10.028624571859835 leaf_count=21623 28 24 66 17 53 80 248 28 27 1480 29 64 25 70 87 24 20 16 28 287 397 1943 29 23 21 43 48 17 107 65 internal_value=-2.60595e-06 0.000336578 -0.00140064 0.00240347 -0.000981478 0.00464419 -0.00430384 0.0098225 0.00137399 0.000757165 0.00675577 0.0135971 0.00476866 -0.00527939 0.000190408 -0.00801761 0.000407822 -0.00160878 -0.00124941 0.00126854 0.00486517 0.000318798 -0.0110772 -0.00336974 -0.00953579 0.0183389 -6.80242e-05 -0.0100299 -5.83114e-05 0.00453719 internal_weight=7718.01 1247.89 243.231 105.281 72.2955 46.4257 137.951 32.985 16.5585 1004.66 55.2887 32.9953 24.7338 131.24 43.7821 87.4578 949.368 283.993 280.072 665.376 138.998 526.378 25.8699 22.2935 14.0554 16.4265 6470.12 6.3022 6463.82 30.1155 internal_count=27017 5157 800 343 228 146 457 115 55 4357 186 118 89 429 157 272 4171 1524 1508 2647 417 2230 82 68 44 60 21860 65 21795 172 is_linear=0 shrinkage=0.03 Tree=1725 num_leaves=19 num_cat=0 split_feature=11 4 4 3 7 12 5 2 8 5 3 3 9 12 6 5 4 8 split_gain=0.177483 2.42743 2.48042 2.64559 1.95785 2.55723 0.589701 1.80904 0.587956 0.460801 1.29182 0.350535 1.73326 1.50515 1.48822 0.40444 1.78151 0.649274 threshold=-2.4999999999999991 1.5150000000000008 1.3550000000000006 1.9000000000000001 1.5000000000000002 3.7000000000000006 2.9150000000000005 1.7000000000000004 4.7000000000000002 2.7850000000000006 2.9000000000000004 2.9000000000000004 8.1000000000000014 4.1000000000000005 1.3 2.1250000000000009 0.88500000000000023 10.100000000000001 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 -1 5 -3 9 8 -8 11 -11 15 13 -13 -14 17 -17 -2 right_child=6 4 -4 -5 -6 -7 7 -9 -10 10 -12 12 14 -15 -16 16 -18 -19 leaf_value=-0.011247158113479951 -1.7661966673259884e-05 -0.026652972282583186 0.027227699658232664 0.016895252450566948 0.0078910757979162964 -0.0006656099803098338 -0.0070071871355230284 0.0081348457938984851 -0.023926598466392383 -0.0027040160451221526 0.015947936989248075 -0.0091658039760707036 -0.0028064416440241476 -0.00087696270355565071 0.02017284765761812 0.011813728557085304 0.00058104645534464989 -0.007039196622434101 leaf_weight=6.0432730019092578 8262.4355312287807 5.7551110386848476 5.4002797231078139 5.982499610632658 7.2794000506401053 8.3558937162160856 3.5464838705956918 4.5951795559376478 3.8608036004006863 7.5710918791592103 5.9827545210719109 24.44828474894166 4.4507439732551557 101.87709732912481 5.8975702896714211 13.144985720515249 381.90260215103626 11.869429431855677 leaf_count=22 24581 20 22 29 22 32 30 25 29 36 37 126 23 459 31 49 1404 40 internal_value=1.63346e-06 0.00202577 0.0103376 0.00275294 -0.0047456 -0.0112644 -7.26299e-06 -0.00665244 -0.0158259 1.78036e-06 0.00552908 -6.72701e-06 -0.00151419 -0.00248114 0.0102896 1.70385e-05 0.000954808 -2.77343e-05 internal_weight=8870.4 38.8165 17.4261 12.0258 21.3904 14.111 8831.58 12.0025 7.40729 8819.58 13.5538 8806.03 136.674 126.325 10.3483 8669.35 395.048 8274.3 internal_count=27017 147 73 51 74 52 26870 84 59 26786 73 26713 639 585 54 26074 1453 24621 is_linear=0 shrinkage=0.03 Tree=1726 num_leaves=28 num_cat=0 split_feature=9 5 5 9 4 13 4 8 11 13 4 12 5 6 7 12 12 13 8 5 13 4 5 8 5 2 6 split_gain=0.180003 0.260362 1.25733 1.45067 1.91754 1.78949 1.70506 1.92647 1.86332 1.27227 1.62304 1.13323 0.8622 1.16529 2.41188 3.80682 1.88033 2.92901 2.11006 0.78003 4.05909 1.99147 0.756764 1.7504 1.43209 0.742741 0.0814982 threshold=1.3 0.88500000000000023 0.8650000000000001 3.1000000000000005 0.95000000000000018 1.9000000000000001 1.2750000000000006 4.7000000000000002 -1.0000000180025095e-35 2.1000000000000005 1.1550000000000007 1.3000000000000003 0.92500000000000027 1.1000000000000003 1.9000000000000001 1.7000000000000004 1.7000000000000004 3.3000000000000007 4.3000000000000016 0.93000000000000027 3.3000000000000007 1.195000000000001 0.97000000000000031 6.5000000000000009 0.98000000000000043 1.3 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 2 3 6 11 -6 8 -8 -2 -4 -11 -5 13 14 15 -3 18 -18 -15 20 21 -14 23 -21 -24 -12 -1 right_child=1 12 9 4 5 -7 7 -9 -10 10 25 -13 19 16 -16 -17 17 -19 -20 22 -22 -23 24 -25 -26 -27 -28 leaf_value=0.0015339612255619024 0.0082777033050148666 -0.015219060440240774 0.0043125283770141859 -0.019921578633632031 -0.0076240003926321661 0.0038506798588512064 -0.01655528276895453 -0.0024501273891041546 -0.0072812885841908931 -0.021463277260985694 -0.00053895863988316368 -0.0014492553157610005 -0.025527093580318867 -0.0011586802483755548 0.025606266639011228 0.011107855468220988 -0.010808351717875368 0.0056857323078876778 0.016560796023701838 0.0010663942240585313 0.010867407020704496 -0.005453301766941158 -0.0057658105995961181 0.012565863125002547 4.1895971115480954e-06 -0.012281196043175915 0.0076649771188982037 leaf_weight=3.9613934345543376 16.395043365657333 6.8753476738929811 8.1178816184401494 5.4772907644510251 13.648740120232103 117.825220502913 14.560009025037287 21.707016248255968 11.995944574475287 7.189150050282481 12.992628008127214 6.5792040079832077 7.1445033103227678 12.900556907057764 5.5551095604896537 17.589405529201031 21.785274401307106 17.451816380023956 11.387035470455883 98.565889433026314 9.6622975170612317 11.784617356956003 38.93328732252121 13.55092518031597 6851.392062346451 7.7341692596673957 3.8455550819635391 leaf_count=24 57 24 32 24 57 454 57 99 47 30 45 26 29 41 19 67 79 63 40 340 34 53 160 57 25001 42 16 internal_value=1.05239e-06 -3.77126e-06 -0.000966931 -7.14001e-05 0.0016094 0.00265946 -0.00380251 -0.00811288 0.00170362 -0.00614094 -0.00918078 -0.00984127 2.92447e-05 0.00289043 0.00776119 0.00370918 0.000588656 -0.00347214 0.00714895 -8.82197e-06 -0.00495391 -0.0130298 1.13691e-05 0.00245627 -2.84134e-05 -0.00492055 0.00455398 internal_weight=7376.61 7368.8 244.222 208.188 143.53 131.474 64.658 36.267 28.391 36.0338 27.9159 12.0565 7124.58 93.5445 30.0199 24.4648 63.5247 39.2371 24.2876 7031.03 28.5914 18.9291 7002.44 112.117 6890.33 20.7268 7.80695 internal_count=27017 26977 970 821 561 511 260 156 104 149 117 50 26007 333 110 91 223 142 81 25674 116 82 25558 397 25161 87 40 is_linear=0 shrinkage=0.03 Tree=1727 num_leaves=31 num_cat=0 split_feature=0 8 7 4 8 11 2 10 10 5 8 3 11 8 10 6 10 8 7 9 3 5 12 5 8 12 11 8 13 4 split_gain=0.186039 0.984781 0.985096 2.35743 2.24262 2.02926 1.92076 1.50408 1.42992 2.48113 2.77293 2.12241 1.91431 3.8559 2.92564 0.677834 2.2025 1.64664 3.2703 1.81146 1.74587 1.66702 1.52787 1.50552 1.96111 1.4995 2.50435 2.50404 1.47961 5.54554 threshold=575.00000000000011 2.1000000000000005 0.50000000000000011 2.0050000000000012 5.7000000000000002 0.50000000000000022 0.90000000000000013 0.83333333333333337 1.0000000180025095e-35 2.2350000000000008 7.9000000000000012 1.9000000000000001 0.83333333333333337 3.1000000000000005 -1.1666666666666663 1.1000000000000003 -1.4999999999999996 8.3000000000000025 1.3 9.5000000000000018 0.3000000000000001 1.4750000000000008 3.1000000000000005 1.8100000000000005 6.1000000000000005 2.5000000000000004 -1.1666666666666663 3.5000000000000004 1.9000000000000001 1.6850000000000005 decision_type=2 2 2 2 2 2 2 2 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 -5 12 10 -10 -11 14 -14 -4 16 23 19 21 20 -18 -19 -20 25 -25 27 -27 -1 29 -17 right_child=1 2 8 7 5 -7 -8 -9 9 11 -12 -13 13 -15 -16 28 17 18 22 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.020733486157658236 -0.011220345741391923 0.0038089982515231453 0.0031760895397346758 -0.023726306752696515 0.010769371123353978 -0.0090640081699927856 -0.008732939218855611 0.00029437475355068108 0.00077941732578047792 0.024364406853669897 0.01247349109601292 0.0058740359891160856 0.02238068853059896 0.0016357603000763717 -0.0021596954877656075 0.00028086387480716899 -0.0088240363965547755 -0.013285550674276619 0.029238065318898467 -0.016986614636222776 -0.00024989526991759471 0.0088688531984616025 0.0069808939412800653 0.0055810804095784913 -0.013353873053708656 0.0095320380050400218 -0.014114384193942195 0.0013342973605007225 1.2255920151148173e-05 0.012745967738712973 leaf_weight=5.5972840636968604 6.6053714677691451 16.412663847208023 117.43406611168757 7.1931511517614108 20.326822839677337 6.0173021256923667 33.260431628674269 3.4816142395138741 414.12536436738446 7.0555322021245948 19.090747471898794 26.843309421092272 8.615384101867674 125.97096811980009 435.29815908055753 175.38668759912252 21.632001552730799 6.6499394625425357 6.2085925266146642 5.9113220274448386 1787.3385216980241 5.6572083830833435 5.0203588996082544 20.679550930857662 6.4608646035194388 4.5815370529890052 33.541646026074886 26.715764168649912 4319.1879970729351 39.323359563946724 leaf_count=23 24 52 539 51 68 22 114 20 1719 24 138 94 27 499 1766 525 102 31 25 20 6539 23 29 68 24 20 164 112 14023 132 internal_value=-2.88335e-06 0.000332522 0.000394007 -0.00269023 -0.00083638 0.0062392 -0.00458891 -0.0158919 0.000625617 0.00190636 0.00129475 0.00972253 -0.000244797 0.00296372 -0.00102605 -6.75668e-05 -0.000537481 -0.000304362 0.00757979 -0.000406606 -0.000352426 -0.00310187 0.0192871 -0.00492962 0.00107355 -0.00724276 -0.0112726 -0.0024883 0.000133088 0.0025638 internal_weight=7717.62 1247.73 1241.13 86.692 76.0172 26.3441 49.6731 10.6748 1154.43 467.115 433.216 33.8988 687.319 134.586 552.732 6469.89 1935.99 1838.42 23.5361 1814.88 1808.97 12.3071 11.229 97.5766 27.1404 70.4362 38.1232 32.313 4533.9 214.71 internal_count=27017 5157 5133 327 256 90 166 71 4806 1975 1857 118 2831 526 2305 21860 7180 6769 108 6661 6641 54 54 411 92 319 184 135 14680 657 is_linear=0 shrinkage=0.03 Tree=1728 num_leaves=30 num_cat=0 split_feature=7 2 8 4 6 6 11 6 12 9 13 5 4 13 3 0 5 2 11 12 12 7 5 5 8 10 5 8 9 split_gain=0.176393 1.91952 2.19119 3.07246 2.20614 3.64582 3.35481 1.37041 1.10565 0.885491 0.492106 1.54532 1.89473 2.63356 2.15139 1.72765 0.421795 1.58757 2.07133 2.99132 1.56135 0.8228 0.362635 1.73095 3.23732 1.52043 1.33156 4.33873 0.92226 threshold=2.7000000000000006 0.50000000000000011 3.3000000000000003 1.0550000000000004 1.3 1.9000000000000001 -0.66666666666666619 1.9000000000000001 1.3000000000000003 4.3000000000000016 4.9000000000000012 1.8100000000000005 1.6250000000000002 5.1000000000000005 1.1000000000000003 475.00000000000006 0.7150000000000003 1.7000000000000004 -0.33333333333333331 1.7000000000000004 1.5000000000000002 1.7000000000000004 1.2550000000000006 1.2450000000000008 4.1000000000000005 -2.1666666666666656 1.2750000000000006 3.3000000000000003 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 8 7 -4 6 -6 -5 9 -2 -3 16 12 13 14 -12 -15 17 18 20 -20 -1 -19 23 25 -25 -18 27 -24 -28 right_child=1 2 3 4 5 -7 -8 -9 -10 -11 11 -13 -14 15 -16 -17 22 21 19 -21 -22 -23 26 24 -26 -27 28 -29 -30 leaf_value=-0.0036833634884443759 0.020108422592944687 -0.0040523622001536726 -0.015528464700410593 0.0072149179403363066 0.008211808023364452 -0.0043017470469549728 -0.0083761322474731371 0.01841633352726128 0.0037177828539756374 0.010251656783063553 -0.0025152687602584697 0.010778183596127939 -0.018956520189210353 0.013105694337106951 -0.020721867142593425 -0.0020781284848476111 0.0070932522641545251 0.0044388967149225564 0.0076816682934591233 -0.012964996726638809 0.014067730495214649 0.020806802570397832 0.015136663571569 -0.013661354459686973 -0.00084745735601156899 -0.00025018261450271515 -0.0012782447671948545 0.00092888382050435134 0.00013704426531042585 leaf_weight=6.9970383644104031 6.8412670791149131 7.5701622068882015 12.427085697650908 16.899881839752197 51.355072669684887 35.39792811870575 46.868406273424625 8.2674031406640989 8.0769991278648359 8.0231089591979963 15.695851594209673 6.9756736606359473 6.8770419359207144 11.388342410326006 9.3035460710525495 16.538713872432709 25.653294138610363 5.426130607724188 10.088573172688486 16.886403746902943 12.297219097614287 5.6341028325259686 21.947201281785965 24.726765483617783 62.840755306184292 2341.7093185149133 448.44626051187515 163.10628293454647 5455.9702822705731 leaf_count=20 20 22 36 52 155 104 146 24 23 23 47 24 21 36 30 53 89 21 31 53 41 28 62 72 185 6822 1321 476 16980 internal_value=1.69571e-06 0.000878665 5.16847e-05 -0.00119162 -7.96993e-06 0.00310589 -0.00424419 0.00854244 0.0112343 0.0033074 -1.87125e-05 -0.00258409 -0.00414271 -0.00221786 -0.00929087 0.00411367 1.20369e-06 0.00256587 0.000125056 -0.0052432 0.00763032 0.0127767 -1.60042e-05 -0.000323816 -0.00446576 -0.000170607 0.000108088 0.00261392 2.95517e-05 internal_weight=8870.24 201.727 186.809 162.948 150.521 86.753 63.7683 23.8607 14.9183 15.5933 8668.51 66.7792 59.8035 52.9265 24.9994 27.9271 8601.73 57.3295 46.2692 26.975 19.2943 11.0602 8544.4 2454.93 87.5675 2367.36 6089.47 185.053 5904.42 internal_count=27017 605 562 493 457 259 198 69 43 45 26412 211 187 166 77 89 26201 194 145 84 61 49 26007 7168 257 6911 18839 538 18301 is_linear=0 shrinkage=0.03 Tree=1729 num_leaves=15 num_cat=0 split_feature=2 3 4 9 7 10 10 12 9 8 2 10 2 9 split_gain=0.180456 0.75649 0.387154 0.769711 0.271428 2.40062 0.971343 0.233732 1.76421 1.14228 0.605572 2.00932 0.923396 0.00865461 threshold=3.9000000000000004 1.5000000000000002 2.8450000000000011 5.5000000000000009 1.0000000180025095e-35 -0.33333333333333331 0.83333333333333337 5.5000000000000009 8.5000000000000018 5.7000000000000002 3.3000000000000003 1.8333333333333339 3.1000000000000005 4.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 5 -1 13 10 9 -9 12 -12 -6 -7 right_child=1 -3 3 -5 7 6 -8 8 -10 -11 11 -13 -14 -15 leaf_value=0.0083690138692656228 -0.01559651016606085 0.0047264374904748352 0.010126510447197172 -0.0031033055478696409 1.9561463924977269e-05 -0.019132503051094128 -0.00027129064901197322 8.4743437670070977e-06 0.015639922830109315 -0.011836923343027828 0.0078044888866576328 -0.015659716292323302 -0.0057883483682424517 -0.017161446377733786 leaf_weight=8.9743519425392169 3.1479382161051026 3.4605985060334206 9.5172859504818934 6.7755971401929846 7246.303416788578 4.1165935099124891 4.1330025792121878 17.219941612333063 4.2416272386908522 12.752965949475763 23.273116111755375 3.8243205063045016 24.721211366355419 3.9083920270204544 leaf_count=39 38 31 39 32 26326 18 19 85 19 67 123 25 134 22 internal_value=9.06886e-07 -0.00495428 5.35025e-06 0.00462473 -4.88478e-06 -0.00339996 -0.0120872 4.90009e-06 -0.00246887 -0.00503154 1.64974e-05 0.00449293 -1.85212e-07 -0.0181725 internal_weight=7376.37 6.60854 7369.76 16.2929 7353.47 21.1323 12.158 7332.34 34.2145 29.9729 7298.12 27.0974 7271.02 8.02499 internal_count=27017 69 26948 71 26877 98 59 26779 171 152 26608 148 26460 40 is_linear=0 shrinkage=0.03 Tree=1730 num_leaves=11 num_cat=0 split_feature=5 12 0 12 9 12 5 4 8 4 split_gain=0.187187 0.268827 0.561979 0.259777 0.917391 0.477004 1.36876 0.27571 0.766272 0.460645 threshold=3.2350000000000008 6.3000000000000016 525.00000000000011 5.9000000000000012 5.7000000000000002 5.700000000000002 2.2050000000000005 2.7150000000000003 8.5000000000000018 2.6550000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 7 -7 9 -9 -1 right_child=-2 2 -4 4 -6 6 -8 8 -10 -11 leaf_value=-7.1616063620094937e-06 -0.0053460284374573005 -0.0015404750045030192 0.012261844110210319 0.0039523952691166162 -0.014691658061639631 -0.0047141231354379262 0.017572415977662559 -0.001145952071046945 -0.021156921994542915 0.0080675092927902543 leaf_weight=7662.3716630782001 5.8963334932923308 5.8231302089989168 4.8798579499125481 4.9700200892984849 4.5496885925531387 4.8966100718826038 5.0258084088563919 10.357809634413568 2.0656900503672651 6.3638513442128888 leaf_count=26652 21 28 22 27 22 29 17 111 42 46 internal_value=-2.81586e-06 1.26975e-06 0.00475247 -5.3339e-06 -0.00495803 7.9634e-07 0.00657424 -7.69515e-06 -0.00447323 -4.60892e-07 internal_weight=7717.2 7711.3 10.703 7700.6 9.51971 7691.08 9.92242 7681.16 12.4235 7668.74 internal_count=27017 26996 50 26946 49 26897 46 26851 153 26698 is_linear=0 shrinkage=0.03 Tree=1731 num_leaves=31 num_cat=0 split_feature=9 10 5 3 2 9 5 9 3 11 5 5 8 3 11 3 4 0 8 11 11 13 4 8 9 9 4 5 9 10 split_gain=0.177882 1.5348 3.47956 4.65445 3.5303 3.28079 2.45153 1.85828 2.2368 2.6938 4.04189 2.57156 2.72929 2.13089 1.63028 2.63428 1.52617 1.35524 4.70914 1.49129 1.23334 1.34317 0.944692 2.89109 1.41944 1.22647 1.1819 2.65757 1.27272 0.967918 threshold=4.1000000000000005 1.1666666666666672 1.6250000000000002 1.7000000000000004 1.7000000000000004 3.9000000000000004 1.5250000000000006 3.9000000000000004 0.90000000000000013 -0.83333333333333315 1.1950000000000005 2.0650000000000008 3.1000000000000005 0.3000000000000001 -0.66666666666666619 1.7000000000000004 1.8050000000000004 925.00000000000011 7.9000000000000012 1.0000000180025095e-35 2.5000000000000004 3.3000000000000007 0.68500000000000016 2.3000000000000003 5.3000000000000016 6.5000000000000009 0.73500000000000032 1.3050000000000006 5.9000000000000012 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 2 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 6 -3 17 9 10 -9 12 -10 -11 -4 -16 -7 20 19 -19 21 -1 23 -2 -25 -26 27 -24 -29 -28 right_child=22 2 14 4 -6 16 -8 8 11 13 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 26 24 25 -27 29 28 -30 -31 leaf_value=0.00044725693052291029 0.011679535086279431 0.0012056372062109945 0.019457815663167236 -0.027886337692491769 -0.0049915299209321246 -0.0065277173665739159 -0.015868796910376754 -0.0019154510183146377 -0.005353812169342706 0.01113178547808668 0.025048530276164393 -0.012150719447476522 0.0052104395769542924 -0.0044307798712456496 -0.011403962345290798 0.012297867887102651 -0.021327983696354899 0.023313729715130235 -0.01637316107640541 0.0049882844877617407 0.011467146720796613 -0.0013358343192639564 -0.011248920350625009 -0.018103735992137254 0.0043631062576040963 -0.014551326425379358 -0.00030918206251287776 0.019921790468768946 0.0027250685975688648 0.000517648401580011 leaf_weight=1251.9268963709474 6.9695222228765514 132.98488696664572 8.0097529739141482 11.465541355311872 12.860426515340803 25.387057289481163 8.0248052626848203 12.701893970370294 24.139272585511208 8.6550604254007322 8.2550113275647146 8.8518295325338823 249.49076998978853 93.042715638875961 6.8669916912913349 10.949609771370886 8.3273859173059446 9.450135521590715 5.5682443901896468 6.9256303384900084 8.3428526222705823 546.04874168336391 5.4059612601995495 11.139074191451074 7.4790604561567289 5.25213922560215 4596.2604644801468 9.6969397068023699 6.4494771957397452 1762.9879652541131 leaf_count=3681 22 400 25 35 38 73 23 37 76 25 25 32 735 267 21 35 28 43 22 29 24 1580 17 39 25 24 14143 30 24 5439 internal_value=1.68255e-06 0.000218651 -0.00214369 -0.00348788 -0.0157825 -0.00177616 0.000233938 0.00045651 0.00229479 -0.00108809 0.00870577 0.00376365 0.00427848 -0.00310632 0.00821634 0.00316255 -0.0101833 4.91539e-05 0.00745967 0.0155635 -4.08726e-05 -9.42714e-05 -8.1505e-05 -0.00531948 -0.0102828 -0.00343987 -5.61887e-05 0.00695721 0.0130528 -7.99581e-05 internal_weight=8869.92 2458.28 224.876 199.05 24.326 174.724 141.01 2233.4 405.137 122.655 20.9569 282.482 273.63 101.698 25.8264 17.8166 33.7144 1828.26 21.944 16.3758 1806.32 1797.98 6411.64 30.8398 23.8703 12.7312 6380.8 21.5524 16.1464 6359.25 internal_count=27017 7254 678 597 73 524 423 6576 1197 354 62 843 811 292 81 56 101 5379 94 72 5285 5261 19763 110 88 49 19653 71 54 19582 is_linear=0 shrinkage=0.03 Tree=1732 num_leaves=10 num_cat=0 split_feature=5 5 9 8 4 8 8 7 2 split_gain=0.188086 0.328257 0.259884 0.259876 1.73681 1.59727 0.533931 3.89891 0.378331 threshold=3.2000000000000006 3.0050000000000008 10.500000000000002 8.7000000000000011 1.445000000000001 9.1000000000000014 8.5000000000000018 1.1000000000000003 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 -6 8 -8 -1 right_child=-2 -3 -4 4 5 -7 7 -9 -10 leaf_value=-0.0042000947378824692 -0.0052773420018517045 0.006079660395154997 0.0057559463151358485 0.01781035674724207 -0.01116734059712139 0.00023730182650831528 -0.014331062053594362 0.015559545671764033 6.8076798882587855e-06 leaf_weight=19.2904042750597 6.071446366608142 7.9974233619868746 7.0492282956838599 3.6749183237552634 16.573306553065777 33.178329635411501 5.9926858022809055 11.396726392209528 7264.970200188458 leaf_count=73 28 37 26 12 112 183 35 53 26458 internal_value=7.16226e-07 5.06425e-06 -1.53454e-06 -7.05261e-06 -0.00209175 -0.00356182 8.20121e-06 0.00525874 -4.33317e-06 internal_weight=7376.19 7370.12 7362.13 7355.08 53.4266 49.7516 7301.65 17.3894 7284.26 internal_count=27017 26989 26952 26926 307 295 26619 88 26531 is_linear=0 shrinkage=0.03 Tree=1733 num_leaves=27 num_cat=0 split_feature=11 6 2 12 5 8 5 9 12 9 5 5 10 5 10 13 5 11 11 13 5 2 5 11 9 5 split_gain=0.188169 0.835248 0.951413 2.73643 2.51517 2.12033 2.29601 2.96508 1.95125 3.6155 3.37879 1.91735 1.33415 0.380804 2.13368 0.819323 0.524376 2.56135 0.343111 1.96967 1.66585 1.58243 0.453641 1.43649 0.40637 0.337586 threshold=1.8333333333333337 2.7000000000000006 1.9000000000000001 4.1000000000000005 1.8300000000000005 6.1000000000000005 1.6050000000000004 5.5000000000000009 2.9000000000000008 7.3000000000000016 1.8300000000000005 1.6850000000000005 0.50000000000000022 0.54500000000000015 -0.49999999999999994 2.9000000000000008 0.62500000000000033 -1.0000000180025095e-35 1.5000000000000004 3.9000000000000008 1.7700000000000007 0.90000000000000013 0.67500000000000016 -0.66666666666666619 2.3000000000000003 1.5950000000000004 decision_type=2 2 2 2 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 5 25 11 8 -7 -8 10 -10 -2 -5 -6 14 -1 -16 17 -15 22 20 -20 -21 23 -18 -24 -4 right_child=1 -3 3 4 12 6 7 -9 9 -11 -12 -13 -14 16 15 -17 18 -19 19 21 -22 -23 24 -25 -26 -27 leaf_value=0.013221007649813857 -0.0087981136822067006 -0.010780824076861527 -0.024978005015483872 -0.00074749953051417588 -0.01727698588743682 0.020894727012739971 -0.013643360092099018 0.011627100897817488 0.0037040378253179475 -0.013737877822886803 0.01056760376131119 0.021858027256762547 0.00042099300018556482 0.022396044944006904 -0.0047679385754010751 -0.025366713261121072 -0.023635261013349534 -0.011136218357011628 0.0024153445526465672 -0.0011369807029719676 -0.0030787997146881261 0.016509048655666176 0.0022043521949331609 0.0037582835867239527 -2.8821935622148287e-05 -0.013172112573647208 leaf_weight=3.5560485012829304 46.453180968761444 7.3786850273609152 4.7265295423567277 7.9434097465127724 7.983610073104499 8.6676788181066531 6.7246011570096043 11.038169503211973 87.43268895149231 12.186918459832667 9.82302477955818 5.8740105181932449 7.3747003450989723 4.634530134499073 3.384250106289981 3.5722696930170059 2.9419207703322172 3.6764933839440328 129.57563281059265 7.1277686357498196 80.540370035916567 12.764593727886675 74.095339167863131 4.1576829962432376 7159.393033855129 4.0457584224641323 leaf_count=19 154 23 24 38 33 30 28 38 281 38 30 20 27 22 19 21 19 26 468 21 251 39 314 28 24989 17 internal_value=-2.6185e-06 -0.0008523 -0.000519717 -0.00484141 -0.000424032 0.000379768 0.00823688 0.00206025 -0.000952322 0.00157029 -0.00541782 0.00886248 -0.00877883 2.32089e-05 -0.00568254 -0.0153457 3.12291e-05 0.0075626 2.28505e-05 0.00116356 0.000309363 0.0101862 -1.3386e-05 -0.007593 -5.94669e-06 -0.0195332 internal_weight=7717.07 227.653 220.274 37.948 29.1757 182.326 26.4304 17.7628 155.896 99.6196 56.2762 13.8174 15.3583 7489.42 10.5126 6.95652 7478.91 8.31102 7470.6 230.008 210.116 19.8924 7240.59 7.0996 7233.49 8.77229 internal_count=27017 781 758 159 118 599 96 66 503 319 184 58 60 26236 59 40 26177 48 26129 779 719 60 25350 47 25303 41 is_linear=0 shrinkage=0.03 Tree=1734 num_leaves=31 num_cat=0 split_feature=13 6 2 2 4 7 0 4 12 4 4 2 10 6 11 6 5 10 10 13 10 3 4 5 5 13 7 8 3 4 split_gain=0.180892 1.4714 2.34842 3.58472 3.29889 2.39799 2.36233 1.73806 3.64098 2.14445 1.99236 1.3203 3.45365 2.31089 1.20524 1.17644 2.83035 4.07341 2.52923 4.32788 3.8396 3.01986 3.30121 2.42682 3.30093 1.00705 0.93295 0.907292 1.66664 1.90145 threshold=3.7000000000000006 1.3 1.3 0.90000000000000013 1.3150000000000006 2.9000000000000004 350.00000000000006 2.0950000000000011 4.1000000000000005 2.0450000000000008 2.1550000000000011 0.70000000000000007 0.33333333333333326 1.5000000000000002 0.33333333333333326 2.3000000000000003 1.9750000000000003 0.50000000000000022 0.83333333333333337 3.3000000000000007 1.1666666666666672 2.1000000000000005 0.81500000000000028 2.0750000000000011 2.245000000000001 4.1000000000000005 0.90000000000000013 1.9000000000000001 0.90000000000000013 0.73500000000000032 decision_type=2 2 2 2 2 2 2 2 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 5 -4 -2 -6 9 10 11 -9 12 -3 -13 -5 27 18 23 21 -20 -21 22 -17 -18 -25 -8 -23 28 -1 -30 right_child=1 7 4 14 6 -7 25 8 -10 -11 -12 13 -14 -15 -16 16 17 -19 19 20 -22 26 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.0055772453882456732 0.011585533604392559 0.00087590297334167149 0.025702105782119594 -0.011208801355471639 -0.015726921543640637 -0.0095029194287159658 0.0078222425432449491 -0.016150870865876781 -0.026988894963794776 0.01668728646367915 0.0054060050495979206 0.0070295312680549015 -0.0078913452746737257 0.00077946944717071916 -0.025745805295057923 0.018514190659921999 0.03132053618397352 -0.012580865387711896 0.022798243854665994 0.0086214811003540674 -0.021480809320577676 -0.010667244069893526 -0.0048851832001566521 -0.0097281788862300465 0.021069831025970879 -0.006158355335892797 -0.026942267975871254 3.159665350030739e-05 0.0030282722567900751 -0.013926772271767533 leaf_weight=10.432526856660841 9.422263443470003 149.67938306182623 4.600976735353469 12.677836775779726 7.8353492096066502 10.006924033164976 14.971637941896917 5.3639797270298066 6.2698816433548918 7.5831349045038214 13.749947689473627 56.839999511837959 55.407852873206139 841.08854730054736 8.6249938011169416 5.6674172431230536 5.430103197693831 6.877569504082202 8.3057849854230881 9.1027285456657392 6.5631562694907197 6.0497756972908956 127.57115130126476 5.6475599855184537 7.0319366212934256 6.717683568596839 6.6594131886959076 7425.939595002681 8.7450885623693484 18.644529648125172 leaf_count=32 26 457 14 35 26 28 47 16 22 23 52 162 168 2471 24 17 19 33 26 28 22 26 408 25 42 22 25 22626 30 65 internal_value=1.77656e-06 0.00034251 -0.00373139 -0.00859505 0.00207383 0.000724012 -0.00160828 0.000610967 -0.00715093 0.000788372 -0.000643544 0.000679069 -0.00149272 0.00117511 -0.0170945 -5.20936e-05 -0.00235298 0.0070744 -0.0037393 0.00529185 -0.00398975 -0.00522266 -0.00388987 0.014539 0.00735212 0.00349213 -0.0191951 7.99114e-06 -0.00462668 -0.00851328 internal_weight=8869.51 1210.84 74.8577 40.732 34.1256 19.4292 29.5247 1135.98 25.3838 1110.6 19.1139 1103.02 205.087 897.929 21.3028 7658.67 194.907 24.9872 169.919 23.9717 15.6659 145.948 133.239 18.1096 12.6795 21.6893 12.7092 7463.76 37.8221 27.3896 internal_count=27017 3593 222 113 109 54 95 3371 90 3281 68 3258 625 2633 59 23424 671 119 552 76 50 476 425 86 67 69 51 22753 127 95 is_linear=0 shrinkage=0.03 Tree=1735 num_leaves=15 num_cat=0 split_feature=5 5 5 11 10 4 11 4 5 10 6 9 3 2 split_gain=0.182757 0.313806 0.254298 2.32413 1.79357 1.42251 1.25304 2.15464 0.549626 1.30051 1.33236 0.440476 1.20185 0.375899 threshold=3.2000000000000006 3.0050000000000008 2.5050000000000012 1.0000000180025095e-35 -0.83333333333333315 1.2050000000000007 0.33333333333333326 1.2250000000000005 2.475000000000001 -0.33333333333333331 1.3 9.5000000000000018 1.1000000000000003 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 -4 -6 -5 -8 11 -10 -11 13 -13 -1 right_child=-2 -3 3 6 5 -7 7 -9 9 10 -12 12 -14 -15 leaf_value=-0.0041735116354269328 -0.0052063520502268704 0.0059370137369103562 -0.023485317872211982 0.017038956729711167 0.0072955850196570428 -0.0075698365033357844 -0.012003900397707353 0.0049022078980203694 -0.0070996857969291057 0.02083287007915164 0.001550771142910759 -0.016204281909783173 -0.00021415905013200093 2.8723639029097066e-05 leaf_weight=19.209135740995407 6.0614568367600432 8.0172122269868833 5.1107802838087073 5.1021346412599078 7.3256024271249762 27.702065136283636 8.6515686921775323 31.442205686122179 5.4597176350653198 5.9311259612441045 7.0692312195897102 5.6182093545794514 17.127151861786842 7216.1537212310359 leaf_count=71 28 37 34 22 41 143 48 148 24 20 27 22 71 26281 internal_value=6.9626e-07 4.97884e-06 -1.48122e-06 -0.00162965 -0.00688327 -0.00446092 0.00303609 0.00125415 1.76128e-05 0.00518757 0.0103478 4.46365e-06 -0.00416379 1.75671e-05 internal_weight=7375.98 7369.92 7361.9 85.3344 40.1384 35.0277 45.1959 40.0938 7276.57 18.4601 13.0004 7258.11 22.7454 7235.36 internal_count=27017 26989 26952 436 218 184 218 196 26516 71 47 26445 93 26352 is_linear=0 shrinkage=0.03 Tree=1736 num_leaves=31 num_cat=0 split_feature=9 11 5 6 6 8 4 13 6 12 13 4 10 8 10 10 9 4 4 8 4 2 2 9 8 6 2 12 5 4 split_gain=0.188435 1.3272 1.50321 1.15847 1.34347 1.44259 0.974377 1.93849 2.20177 1.35064 1.23895 2.75597 1.73552 1.90371 1.73123 0.476151 0.420672 2.14854 2.07287 4.0552 3.49018 2.68254 3.24607 1.75868 5.19183 3.91614 3.54712 3.10994 3.47512 0.635325 threshold=7.9000000000000012 0.33333333333333326 1.5650000000000006 0.50000000000000011 0.70000000000000007 4.1000000000000005 1.1550000000000007 3.3000000000000007 0.90000000000000013 1.9000000000000001 3.3000000000000007 1.3250000000000008 -1.1666666666666663 4.1000000000000005 -1.0000000180025095e-35 -1.4999999999999996 6.7000000000000002 0.71500000000000019 1.1450000000000007 5.9000000000000012 0.98000000000000043 0.3000000000000001 0.70000000000000007 6.5000000000000009 4.1000000000000005 0.90000000000000013 1.7000000000000004 1.5000000000000002 1.1450000000000007 1.6350000000000005 decision_type=2 2 2 2 2 2 2 2 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 6 -3 -4 -5 -6 7 8 -2 -10 12 -12 15 -14 -13 -8 23 -18 19 20 -19 -20 -23 29 25 -25 -27 -26 -29 -1 right_child=1 2 3 4 5 -7 10 -9 9 -11 11 14 13 -15 -16 -17 17 18 21 -21 -22 22 -24 24 27 26 -28 28 -30 -31 leaf_value=-0.00020995004624875098 -0.0086747540368736879 -0.0076644406191841786 0.016425561189353226 -0.008227419198734591 -0.0013510914426029762 0.0067021613011983396 0.0015299295474159808 -0.011524664542323383 -0.00050046190761791692 0.014408289185210499 -0.011350652146181431 -0.0001914039472330035 0.003023030132555761 -0.0064009792806763071 0.020235525794680742 0.013023534497292632 0.016182602135821941 0.0031460171740163505 0.019238149185142762 -0.02459303500571771 -0.0064616754380364761 -0.0068639429321662926 0.00042682352385822736 0.025916752830506855 0.015368552844054775 0.0095000718504334638 -0.011755090174557186 -0.026969581761953569 -0.00068641890560788713 0.00049884311807509485 leaf_weight=4903.5477744247764 7.0971815288066855 10.5860428661108 6.5284952968358985 8.2411337941884977 28.102083444595337 69.60006146132946 6.5208918005228043 6.6651952862739554 7.6739553213119533 19.032663434743881 6.7882338538765934 6.4607183039188394 24.699757345020771 88.11101671308279 8.8481733724474871 6.4552585482597333 6.7405203431844702 54.900552570819855 6.4061861038207999 8.1236694008111936 89.511453479528427 60.795360684394836 572.69527147337794 11.059892222285269 10.498236447572706 48.51185305416584 8.2710179239511472 4.6815999038517466 137.53889537230134 1482.1725733699277 leaf_count=16043 22 38 20 29 87 224 20 20 23 60 20 20 83 298 29 21 20 159 19 25 263 179 1884 33 30 140 25 21 451 6711 internal_value=-2.70742e-06 0.000720214 0.00314322 0.00416045 0.00340464 0.0043858 -0.00086282 0.00326193 0.00617745 0.0101244 -0.00199157 0.00455987 -0.00314247 -0.00433761 0.0116149 0.00724766 -3.31074e-05 -0.0006832 -0.000826663 -0.00396931 -0.00280916 -7.75327e-05 -0.000272863 4.55355e-05 0.00267929 0.00958505 0.00640404 -0.000388475 -0.00155161 -4.54339e-05 internal_weight=7716.87 311.411 123.058 112.472 105.943 97.7021 188.353 40.469 33.8038 26.7066 147.884 22.0971 125.787 112.811 15.3089 12.9762 7405.45 799.173 792.432 152.536 144.412 639.897 633.491 6606.28 220.561 67.8428 56.7829 152.719 142.22 6385.72 internal_count=27017 1014 398 360 340 311 616 125 105 83 491 69 422 381 49 41 26003 2549 2529 447 422 2082 2063 23454 700 198 165 502 472 22754 is_linear=0 shrinkage=0.03 Tree=1737 num_leaves=27 num_cat=0 split_feature=7 2 8 4 10 6 12 6 12 9 13 9 0 9 12 10 13 0 6 0 8 10 4 11 4 2 split_gain=0.183802 1.84092 2.08938 2.95238 2.12842 1.93686 1.44959 1.3227 1.06878 0.836619 0.475357 2.35228 2.10568 2.21314 2.45287 1.48965 0.451849 3.77432 2.96658 2.05567 0.449055 2.62378 4.59522 2.06683 1.53507 1.6947 threshold=2.7000000000000006 0.50000000000000011 3.3000000000000003 1.0550000000000004 -1.1666666666666663 1.3 2.5000000000000004 1.9000000000000001 1.3000000000000003 4.3000000000000016 4.5000000000000009 2.7000000000000006 200.00000000000003 5.7000000000000002 2.9000000000000008 -0.33333333333333331 4.3000000000000016 200.00000000000003 1.9000000000000001 575.00000000000011 3.5000000000000004 -1.4999999999999996 1.0750000000000008 -0.33333333333333309 0.65500000000000025 0.50000000000000011 decision_type=2 2 2 2 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 8 7 -4 6 -6 -5 9 -2 -3 16 -12 -13 14 -14 -15 20 -18 -19 -20 21 22 -1 -23 -22 -26 right_child=1 2 3 4 5 -7 -8 -9 -10 -11 11 12 13 15 -16 -17 17 18 19 -21 24 23 -24 -25 25 -27 leaf_value=-0.011638711213473311 0.019793392868130363 -0.0039142559241829369 -0.015205969626163838 -0.020354284320308457 -0.0030859092831373794 0.0042447489700096781 -0.0022037606061098497 0.018095458928385391 0.0036612188581657489 0.0099991594976826994 0.011149654862516444 -0.016749521713308246 -0.0013165605520189612 -0.0021837335504862284 -0.011622334043332355 0.010780692974117517 -0.014344865031344146 -0.011831517185054728 0.0031123556728165427 0.014108134078422999 0.011324678778121992 -0.0023521164300121865 0.010469560089686268 0.0002300282820501328 -0.0018444569719526301 0.00017218714106927965 leaf_weight=10.601057738065718 6.8187372088432303 7.5648160278797176 12.384363293647764 7.1501696854829815 54.660316877067089 79.788643024861813 8.8762569427490217 8.2527921646833402 8.0710275769233686 8.0060057342052442 12.202671632170675 8.8341840952634794 96.56978252530098 13.902441337704657 26.486042462289333 18.713923782110214 11.51541894674301 9.8482999801635724 70.031405888497829 19.580129384994507 10.905180547386406 479.53693656250834 41.920998446643353 667.09803520701826 397.02436106279492 6772.7371067274362 leaf_count=35 20 22 36 21 168 238 30 24 23 23 36 29 291 49 80 61 35 28 205 58 34 1494 127 2091 1259 20500 internal_value=1.83878e-06 0.000897384 8.77034e-05 -0.00112617 3.26183e-05 0.00126446 -0.0103016 0.00838583 0.0110489 0.00323957 -1.89882e-05 -0.00155902 -0.00250172 -0.00169317 -0.00353473 0.00525472 1.30626e-05 0.00191479 0.00379733 0.00551493 -1.21222e-05 -0.000549522 0.00600722 -0.000849857 7.76225e-05 6.05158e-05 internal_weight=8869.08 201.573 186.683 162.86 150.475 134.449 16.0264 23.8236 14.8898 15.5708 8667.51 176.709 164.506 155.672 123.056 32.6164 8490.8 110.975 99.4598 89.6115 8379.82 1199.16 52.5221 1146.63 7180.67 7169.76 internal_count=27017 605 562 493 457 406 51 69 43 45 26412 546 510 481 371 110 25866 326 291 263 25540 3747 162 3585 21793 21759 is_linear=0 shrinkage=0.03 Tree=1738 num_leaves=31 num_cat=0 split_feature=12 11 0 0 5 2 4 6 5 3 13 6 8 4 10 9 10 11 2 5 8 4 11 10 8 9 9 9 12 9 split_gain=0.180746 1.20421 1.20286 1.40408 3.67806 2.0904 1.5089 6.12125 3.21178 1.06287 0.724477 1.91562 3.1161 3.25729 3.03897 3.35452 3.00531 2.03472 1.71241 2.67439 1.86654 1.85945 1.7269 2.9744 2.70935 1.548 1.48299 1.44099 4.15618 1.33393 threshold=2.1000000000000005 -2.1666666666666656 875.00000000000011 475.00000000000006 1.9900000000000007 1.5000000000000002 1.2850000000000008 2.1000000000000005 1.3550000000000006 0.70000000000000007 2.9000000000000008 1.3 5.5000000000000009 0.80000000000000038 -0.99999999999999978 3.7000000000000006 1.8333333333333339 1.5000000000000004 0.50000000000000011 1.4350000000000007 5.5000000000000009 0.91000000000000036 2.1666666666666674 -0.83333333333333315 5.5000000000000009 9.7000000000000011 5.1000000000000005 2.3000000000000003 2.7000000000000006 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 -3 8 -8 -5 -4 11 25 13 26 15 -14 -16 -15 19 -12 21 -21 27 -24 -25 -2 -13 28 -20 -29 right_child=10 2 9 6 -6 -7 7 -9 -10 -11 18 12 14 17 16 -17 -18 -19 22 20 -22 -23 23 24 -26 -27 -28 29 -30 -31 leaf_value=-0.011002436337197215 0.00025547536254115721 -0.00090827083828420451 -0.001756396771800158 0.0015180153588688064 -0.017985532007513377 0.0080901531726195915 0.0034648981774984054 -0.0068485332447440648 -0.0031217490736316737 -0.02015531619494167 0.011310804231469294 0.022848459269466999 0.027374252121082004 -0.0021531124869103285 -0.0009903616465504069 0.0046626347864803979 0.015441484421460792 -0.0081795048854870715 -0.017866669768121922 0.0025861408739679937 0.0025007468274922079 -0.018166406230861545 0.027437578144202633 -0.0024233818793752766 0.019284285807136772 0.011801840700099235 0.0022384586719412292 0.0084503676809386981 0.0047237630040539297 0.00057826701920299004 leaf_weight=9.3085973113775236 2272.403564972803 1034.6789912804961 6.3996673077344877 334.11415220797062 11.204191803932188 23.768572695553303 369.25765648856759 60.24359855055809 224.497519351542 5.0600858554244041 6.8595294952392569 6.4330387786030752 6.4604152739047995 647.05079406499863 243.37020590901375 62.249858444556594 10.447514537721871 54.684828214347363 13.99451343342662 4.9305855408310952 8.7260016873478872 18.338720120489597 5.6019007712602606 19.379986606538299 7.0596585832536212 10.498437814414499 6.1422243639826775 19.576990872621536 15.390729609876869 1857.5828627347946 leaf_count=36 8632 3571 35 1139 45 90 1325 209 781 23 24 22 22 2356 933 241 40 211 59 20 33 76 17 70 25 40 24 73 63 6782 internal_value=6.59589e-07 -0.000236422 -0.00018799 -0.000134012 -0.000887196 -0.000706202 0.000681324 0.00201829 -0.000346635 -0.00988049 9.36867e-05 -0.00017709 -0.00124642 -0.00235154 0.00120113 0.00679807 -0.000314002 -0.00262274 0.000548268 -0.00568756 -0.00933187 -0.0137691 0.000673252 0.00758009 0.00337279 0.000308574 0.0127818 0.000557175 -0.00603477 0.000660366 internal_weight=7375.72 2078.53 2069.22 2057.76 1069.65 1058.45 988.113 429.501 558.612 11.4598 5297.18 3319.74 1036.84 714.311 322.528 68.7103 253.818 701.736 1977.44 38.8548 31.9953 23.2693 1938.59 32.0415 26.4396 2282.9 12.5753 1906.55 29.3852 1877.16 internal_count=27017 7254 7218 7160 3706 3661 3454 1534 1920 58 19763 12521 3849 2613 1236 263 973 2567 7242 153 129 96 7089 112 95 8672 46 6977 122 6855 is_linear=0 shrinkage=0.03 Tree=1739 num_leaves=11 num_cat=0 split_feature=9 10 9 8 7 5 2 5 12 5 split_gain=0.189207 1.10337 0.840594 0.321962 0.263192 1.76111 1.46726 1.18879 1.66572 0.754992 threshold=1.5000000000000002 0.33333333333333326 1.7000000000000004 1.1000000000000003 2.1000000000000005 0.62500000000000033 0.3000000000000001 0.67500000000000016 1.5000000000000002 0.87000000000000033 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 -4 7 -6 -7 8 -5 -9 right_child=2 -3 3 4 5 6 -8 9 -10 -11 leaf_value=0.011785443602925558 -0.01069457210196678 -0.0078488159334508274 0.0061734279635420383 0.0061878934123854208 0.020623168590180162 -0.010571123490911561 -0.00047115942720973375 0.0022219739375962172 -0.018366985809266018 2.1209986635428468e-05 leaf_weight=6.4746935255825502 6.6191542595624915 4.2778566018678248 7.5978590548038474 3.8133902102708799 3.5168578848242751 13.190159596502779 697.15923776617274 143.23879597336054 7.1450881483033299 6823.357089755591 leaf_count=28 39 22 22 20 16 52 2885 615 60 23258 internal_value=-2.74391e-06 0.00397404 -8.29316e-06 8.94262e-07 -5.20319e-06 -0.000553856 -0.000658701 5.09289e-05 -0.00982225 6.64595e-05 internal_weight=7716.39 10.7526 7705.64 7699.02 7691.42 713.866 710.349 6977.55 10.9585 6966.6 internal_count=27017 50 26967 26928 26906 2953 2937 23953 80 23873 is_linear=0 shrinkage=0.03 Tree=1740 num_leaves=31 num_cat=0 split_feature=5 9 6 8 11 12 10 3 9 0 8 9 6 5 5 11 2 10 0 12 8 8 5 8 13 11 5 8 4 5 split_gain=0.179902 1.5438 1.38086 2.52674 2.09184 1.90616 1.60352 1.86819 1.90387 1.02402 2.15483 0.755682 3.1214 3.56056 3.37685 2.60735 3.33717 2.08768 1.9135 2.29916 1.68232 1.67731 1.61234 2.46705 1.55854 2.68089 0.738305 0.607842 0.687804 2.25623 threshold=0.99000000000000021 6.7000000000000002 0.70000000000000007 3.3000000000000003 0.83333333333333337 2.1000000000000005 1.5000000000000004 1.7000000000000004 3.1000000000000005 525.00000000000011 4.7000000000000002 2.9000000000000004 2.1000000000000005 1.5950000000000004 1.1550000000000007 -0.83333333333333315 1.5000000000000002 0.33333333333333326 350.00000000000006 2.5000000000000004 5.3000000000000016 3.5000000000000004 1.0050000000000006 3.9000000000000004 2.3000000000000007 -1.0000000180025095e-35 1.0850000000000006 1.3 0.68500000000000016 1.0950000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 -5 7 8 -4 10 -8 12 13 15 26 16 -2 20 -16 -20 -15 -17 23 -13 -25 -26 -14 -24 29 -29 right_child=11 -3 6 4 -6 -7 9 -9 -10 -11 -12 22 14 17 18 21 -18 -19 19 -21 -22 -23 27 24 25 -27 -28 28 -30 -31 leaf_value=-0.0095973063558262746 0.00041486383162133838 -0.013846536958209482 0.0030776973113376275 0.0030051819777931386 -0.0070903902851446573 0.014295413999379787 0.0015668657375043603 0.012541157470219064 -0.00077188765038548957 0.0028578732365845631 -0.018374476112287094 -0.020163698741691011 0.010514653514819084 0.014581319760365143 -0.0027274175260616866 -0.0096768808826649139 0.021076716499401817 0.023309035120772564 -0.01002894883210613 -0.029499401431350585 -0.0058707104766467259 -0.0015331660587496209 0.0095766380295662559 -0.013530303313487471 0.015337132873086719 -0.0070210661427037016 -0.0033323030279207803 0.013969618121661703 6.2161585002043244e-05 -0.0073302373217578355 leaf_weight=9.8508126735687238 24.202024385333061 6.7251031249761573 156.81512915343046 25.652253322303295 8.4910608567297441 28.312992662191391 8.1408812254667335 11.320833452045916 440.19370988756418 7.09839043021202 12.163990959525107 8.7598792463541013 6.848585978150366 7.2064071297645587 9.0896627306938189 25.817338094115257 9.9185293018817884 8.1246350780129415 11.719587519764902 10.216704979538916 7.2729264199733734 192.3371013328433 6.0237677842378607 7.4640650451183346 8.4502720534801501 11.255839757621287 7.0155468881130219 5.2635416388511649 7757.1739025637507 29.907654572278261 leaf_count=31 69 21 470 79 30 115 24 37 1271 22 37 26 20 21 27 77 32 24 37 32 22 562 19 21 26 33 20 15 23690 107 internal_value=2.9904e-06 0.000459355 0.000595235 0.00452361 0.00675081 0.00892863 0.000148428 0.00046821 0.000239275 -0.00695045 -0.0103793 -3.70134e-05 -0.00146652 -0.000268723 -0.00880106 -0.00129076 0.00642107 0.0111378 -0.0143014 -0.0190972 0.00430833 -0.00249693 2.13341e-05 -0.00631916 -0.00185557 0.00256646 0.0035078 5.05471e-05 4.31831e-05 -0.00414261 internal_weight=8868.83 714.765 708.04 72.3071 62.4563 53.9652 635.733 608.33 597.009 27.4033 20.3049 8154.07 319.769 274.879 44.8901 252.275 34.1206 22.604 31.026 21.9363 14.4793 218.154 7834.3 35.9301 27.1702 19.7061 13.8641 7798.37 7792.35 35.1712 internal_count=27017 2137 2116 255 224 194 1861 1778 1741 83 61 24880 943 807 136 740 101 67 96 69 43 639 23937 106 80 59 40 23831 23812 122 is_linear=0 shrinkage=0.03 Tree=1741 num_leaves=29 num_cat=0 split_feature=8 4 0 13 8 5 5 5 9 4 3 12 7 3 4 10 4 7 9 5 5 4 5 8 4 5 13 8 split_gain=0.186512 1.02182 1.07267 1.87011 3.36898 1.68084 4.05827 3.69639 1.67694 3.19789 5.92314 2.47662 1.49511 4.83243 1.90316 0.592889 0.641965 0.537035 2.5372 2.14178 2.66927 1.46967 2.08894 2.25263 1.57489 2.40575 2.10988 1.24319 threshold=6.3000000000000016 0.97000000000000031 475.00000000000006 1.1000000000000003 7.7000000000000002 1.4850000000000008 1.6400000000000006 1.1350000000000005 4.3000000000000016 1.4150000000000007 1.3 1.7000000000000004 2.1000000000000005 1.7000000000000004 1.195000000000001 2.8333333333333344 1.9500000000000004 1.5000000000000002 9.3000000000000025 2.6450000000000009 2.3250000000000011 1.8550000000000004 2.4450000000000007 4.1000000000000005 1.1450000000000007 1.0750000000000008 4.1000000000000005 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 -2 8 4 -4 7 -7 -5 9 10 -3 -11 14 -14 -10 17 -17 21 19 20 -19 24 23 -23 26 -26 -1 -24 right_child=1 2 3 5 -6 6 -8 -9 12 11 -12 -13 13 -15 -16 16 -18 18 -20 -21 -22 22 27 -25 25 -27 -28 -29 leaf_value=0.00092209257875053383 -0.011706076170421478 -9.5753260646438138e-05 -0.022455300008953287 0.0047886124665245302 0.0087812953452611718 0.0080131123800354833 0.00019297097097922754 -0.0032068880744743093 -0.012183898672461418 0.014019938600309974 0.023781370327225087 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1198 20 24 8110 23 30 74 131 43 1250 929 8506 59 26 internal_value=7.59972e-07 -0.000368385 -0.00029154 0.000603413 -0.0105633 0.000872223 0.0024203 -0.000912491 -0.00132042 0.00138044 0.00853913 -0.00138706 -0.00246616 0.00406293 -0.00306797 6.2415e-05 0.00711218 5.04383e-05 -0.000315965 -0.000372228 -0.000425325 0.000259521 0.00204698 0.00251527 7.53013e-05 -0.00029844 0.00111673 -0.00865004 internal_weight=7375.36 1055.54 1048.44 560.711 13.1804 547.531 293.204 254.327 487.725 145.273 40.5032 104.77 342.452 28.9014 313.551 6319.82 10.7184 6309.1 2292.19 2284.93 2277.32 4016.91 375.312 359.571 3641.6 2679.87 961.731 15.7411 internal_count=27017 4507 4473 2491 60 2431 1201 1230 1982 580 135 445 1402 126 1276 22510 44 22466 8237 8214 8184 14229 1450 1381 12779 9435 3344 69 is_linear=0 shrinkage=0.03 Tree=1742 num_leaves=13 num_cat=0 split_feature=5 5 9 0 5 10 11 10 0 8 4 8 split_gain=0.187452 0.280899 1.26067 0.694692 0.395425 1.00379 0.335361 1.43462 1.32514 0.293075 1.89682 0.361877 threshold=3.2350000000000008 2.9150000000000005 8.5000000000000018 475.00000000000006 2.8350000000000004 -1.0000000180025095e-35 -2.8333333333333326 -0.49999999999999994 350.00000000000006 9.3000000000000025 2.3650000000000007 9.1000000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 -6 7 -1 -9 11 -11 -8 right_child=-2 2 -4 -5 5 -7 9 8 -10 10 -12 -13 leaf_value=0.015397756299142232 -0.0053531331986831987 0.018481725523201292 -0.0073890059658453357 0.0027886281791000547 -0.014799236916091958 0.0031280104437618143 -6.4971641232028972e-06 -0.011866038427193143 0.0067053319252180542 -0.008870521998065194 0.0091280236937223529 0.0063555602826378104 leaf_weight=6.5638597086071995 5.8919674828648558 4.8692985884845239 5.6345084011554709 5.3042433261871338 5.4950650334358215 5.7548929266631585 7629.6635275585577 6.2571378052234632 7.7295561879873276 16.962994832545522 7.6447248794138423 8.0550262443721277 leaf_count=23 21 24 19 23 19 25 26630 20 28 85 60 40 internal_value=-4.16372e-06 -7.60141e-08 0.00399488 0.0102997 -8.28388e-06 -0.00562859 -5.41263e-08 0.00382717 -0.00160282 -1.03188e-05 -0.00327903 2.12502e-07 internal_weight=7715.83 7709.93 15.8081 10.1735 7694.13 11.25 7682.88 20.5506 13.9867 7662.33 24.6077 7637.72 internal_count=27017 26996 66 47 26930 44 26886 71 48 26815 145 26670 is_linear=0 shrinkage=0.03 Tree=1743 num_leaves=29 num_cat=0 split_feature=5 5 11 9 7 12 4 11 8 4 13 12 4 8 5 4 3 9 5 5 8 4 4 9 8 11 8 8 split_gain=0.180828 1.50759 3.63486 2.32479 2.24825 1.66068 1.51723 1.26444 2.26494 3.19579 2.37995 1.21826 1.20542 2.90603 1.65544 1.14359 0.764363 0.737104 1.39821 0.60991 3.91072 2.74333 3.47967 0.685939 4.56382 3.67453 0.582836 0.669996 threshold=0.99000000000000021 0.9650000000000003 -1.1666666666666663 2.9000000000000004 0.90000000000000013 2.1000000000000005 1.2250000000000005 -1.1666666666666663 3.7000000000000006 1.1450000000000007 2.3000000000000007 3.7000000000000006 0.91000000000000036 3.3000000000000003 0.91000000000000036 2.0350000000000006 0.90000000000000013 1.9000000000000001 1.1450000000000007 1.0050000000000006 3.9000000000000004 1.2850000000000008 1.4850000000000005 2.9000000000000004 2.5000000000000004 -0.83333333333333315 1.3 1.7000000000000004 decision_type=2 2 2 2 2 2 2 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 16 5 -5 -6 8 -1 -10 -11 12 13 -9 -14 -13 -4 18 -2 20 -19 -22 -23 24 -21 -26 -25 -28 right_child=17 2 3 4 6 -7 -8 11 9 10 -12 15 14 -15 -16 -17 -18 19 -20 23 21 22 -24 26 25 -27 27 -29 leaf_value=-0.019869073651465514 0.0038957097107772316 0.020494145984487608 0.0046948198571463611 -0.018279759745629166 0.0070782437935719257 0.0015131076189647832 -0.00086339300926561904 -0.012424397415764482 0.01823058592978161 0.0078482614432607966 -0.011761257655136831 0.021233706936648361 0.0015445509597147504 0.0024826031185881262 -0.0023637584154096282 -0.00028837360494098562 0.017813925561424738 -0.020708108623577085 -0.013565212468136001 -0.024086033795225358 0.012995844715626646 -0.020037896377357003 0.0044662890127965277 0.0093677017371517103 0.0074442168729156859 -0.0022026706647428175 -0.006878796662109516 5.2801492766007914e-05 leaf_weight=7.7669139653444281 7.0812827795743969 10.243208989500998 6.8059156686067608 9.3023010045289976 34.477063626050949 6.4677432775497428 58.196983560919762 22.361719146370888 5.8604414761066428 7.7860637456178692 19.57335340231657 4.7533232122659665 346.53483133763075 24.847564443945885 135.74776158481836 4.1724650710821152 9.6845861375331861 9.3858706057071668 9.8946833163499814 7.7868411988019934 11.604854106903074 8.5190296620130557 13.449925541877745 6.035687029361724 41.530215367674828 246.21262098103762 12.570407032966612 7779.718446190469 leaf_count=24 21 31 20 27 96 21 174 71 17 24 57 21 1040 71 396 19 28 28 32 26 32 24 42 19 124 720 46 23766 internal_value=3.22641e-06 0.000460826 0.00331365 0.00190504 0.000309217 -0.0101621 0.00209109 -0.00020475 -0.0052842 -0.00187421 -0.00618069 0.00018192 -3.35879e-06 -0.00457843 0.000444482 0.011173 0.0123994 -3.68768e-05 -0.00628164 -2.38482e-05 -0.00358897 0.00119685 -0.00503584 -4.92565e-06 -0.00142361 -0.000810326 4.88377e-05 4.16195e-05 internal_weight=8868.37 714.582 135.178 124.935 108.444 15.77 92.674 579.404 40.9868 33.2199 27.3594 538.418 529.492 47.2093 482.283 8.92579 16.4905 8153.79 16.976 8136.81 42.9597 33.5738 21.969 8093.85 295.53 287.743 7798.32 7792.29 internal_count=27017 2137 397 366 318 48 270 1740 122 98 81 1618 1578 142 1436 40 48 24880 53 24827 126 98 66 24701 870 844 23831 23812 is_linear=0 shrinkage=0.03 Tree=1744 num_leaves=31 num_cat=0 split_feature=2 10 0 8 6 5 9 11 9 8 6 0 12 5 7 6 9 9 11 12 3 7 3 8 6 0 10 8 12 9 split_gain=0.182373 1.32403 1.71613 2.75979 1.53039 2.02379 1.61675 1.4444 1.38458 1.52646 1.10195 1.05372 0.299533 1.41244 2.76458 6.01861 5.33844 3.69866 2.90509 4.59008 3.84535 2.23134 4.48267 4.02856 3.38895 2.74864 2.58572 1.59215 0.785394 2.27167 threshold=0.3000000000000001 0.33333333333333326 575.00000000000011 3.5000000000000004 1.1000000000000003 1.7250000000000003 5.3000000000000016 1.0000000180025095e-35 3.7000000000000006 4.5000000000000009 1.5000000000000002 475.00000000000006 2.1000000000000005 1.2750000000000006 2.1000000000000005 1.7000000000000004 5.9000000000000012 4.1000000000000005 -0.33333333333333331 1.9000000000000001 1.3 1.5000000000000002 1.3 5.7000000000000002 0.50000000000000011 475.00000000000006 0.33333333333333326 4.7000000000000002 2.5000000000000004 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 11 6 -6 -5 -4 -3 -10 -11 -1 13 21 18 17 -17 -16 19 -15 -20 23 24 26 -23 -25 -2 -24 29 -14 right_child=12 8 7 4 5 -7 -8 -9 9 10 -12 -13 28 14 15 16 -18 -19 20 -21 -22 22 27 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0018443049378918863 0.004430958891626046 -0.0057634101689177453 -0.0022544674063299354 0.0031992282106620661 0.0086253382100895688 -0.0054861586818981583 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7.9247846454381925 59.317709103226662 434.71222040429711 41.082070909440517 152.50599077343941 5.810665562748909 3924.6871298458427 802.35530654340982 leaf_count=30 1038 21 34 36 151 48 28 27 33 19 22 36 1896 734 59 98 33 162 1551 379 246 52 29 223 1567 163 505 21 14961 2815 internal_value=7.8187e-07 0.00108382 -0.000425333 0.0010989 0.00351971 0.00588369 -0.00408773 -0.0097409 0.00683367 0.0102985 0.00306927 -0.00987703 -1.97679e-05 -0.000336031 -0.00117789 0.00351739 0.0128538 -0.00224209 -0.00174318 -0.00400695 -0.000362808 0.000432853 -0.00111769 0.00169468 -0.000598729 -0.00375561 0.00287022 -0.0179985 9.8006e-05 0.000722476 internal_weight=7374.84 137.325 108.775 93.4798 76.5879 58.4308 18.1572 15.2954 28.5501 22.3914 12.0917 16.8919 7237.52 1963.86 937.443 100.734 38.4329 62.3014 836.709 316.938 519.771 1026.42 460.525 565.896 446.789 100.4 465.497 13.7355 5273.65 1348.96 internal_count=27017 485 390 329 263 199 64 61 95 74 41 66 26532 6860 3262 352 131 221 2910 1113 1797 3598 1669 1929 1619 386 1543 50 19672 4711 is_linear=0 shrinkage=0.03 Tree=1745 num_leaves=11 num_cat=0 split_feature=9 4 9 8 11 9 9 11 5 2 split_gain=0.186193 1.09716 0.81407 0.322666 0.25734 1.39783 1.55851 0.321661 1.90075 0.398313 threshold=1.5000000000000002 0.95000000000000018 1.7000000000000004 1.1000000000000003 1.8333333333333337 3.1000000000000005 3.7000000000000006 1.5000000000000004 1.8900000000000006 2.9000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 -4 7 -6 -7 9 -9 -5 right_child=2 -3 3 4 5 6 -8 8 -10 -11 leaf_value=-0.0048079547815807989 -0.010564569308913651 0.014432364041726488 0.0061777746165710646 1.1603253214152412e-05 -0.013900614784930355 0.0090812287645785274 -0.0012370919366957946 0.0028499794615865354 -0.0031879029401409658 -0.0021127109440495801 leaf_weight=5.8670097477734071 6.5712739415466777 4.8910829271189868 7.599205255508422 7154.1399833131582 7.3193496018648139 14.08110513538122 204.6211910545826 164.4685549326241 65.656966961920261 80.330225264653563 leaf_count=27 39 23 22 24730 33 51 693 577 202 620 internal_value=-4.45583e-06 0.00393951 -9.96273e-06 -9.53215e-07 -7.0585e-06 -0.00100435 -0.000572749 2.31387e-05 0.00112732 -1.19847e-05 internal_weight=7715.55 10.7581 7704.79 7698.22 7690.62 226.022 218.702 7464.6 230.126 7234.47 internal_count=27017 50 26967 26928 26906 777 744 26129 779 25350 is_linear=0 shrinkage=0.03 Tree=1746 num_leaves=31 num_cat=0 split_feature=9 0 10 11 4 2 6 7 4 4 4 12 13 3 8 5 13 13 7 5 10 9 9 4 9 0 6 3 5 11 split_gain=0.185608 1.47466 2.937 2.76545 3.11262 5.53297 3.33491 3.09546 2.75489 2.28869 2.95985 2.60193 2.06665 1.96399 1.79339 1.84502 1.67693 1.37202 0.897499 1.90592 2.58019 5.16825 2.73299 2.52506 2.08242 2.03506 1.95529 3.14195 2.98716 2.19339 threshold=4.1000000000000005 350.00000000000006 2.1666666666666674 1.1666666666666672 1.195000000000001 1.3 2.1000000000000005 1.7000000000000004 1.2850000000000008 0.65500000000000025 0.93000000000000027 1.7000000000000004 2.5000000000000004 0.90000000000000013 2.3000000000000003 1.1350000000000005 3.1000000000000005 3.5000000000000004 1.9000000000000001 1.4350000000000007 0.50000000000000022 6.9000000000000012 4.3000000000000016 1.2350000000000005 7.7000000000000002 475.00000000000006 1.9000000000000001 0.70000000000000007 1.0450000000000006 -1.1666666666666663 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 -1 8 -5 -3 11 13 -13 -11 15 -12 -16 -9 -2 26 22 -22 25 -24 -23 -21 27 -20 -29 -28 right_child=18 9 -4 7 5 -7 -8 17 -10 10 14 12 -14 -15 16 -17 -18 -19 19 20 21 24 23 -25 -26 -27 29 28 -30 -31 leaf_value=-9.0875312131886337e-05 -0.00023662743793670835 0.016512056505255255 -0.018414596444050208 0.00047030267163344035 -0.0057727946033403971 0.00056093388567702044 0.0089988003444636741 -0.014042130092113848 0.015378422114747849 -0.0067283435651384364 0.021381138514880028 0.0086028715786073389 -0.0038685589130280263 -0.022721803049569448 0.001618066500751202 0.003078497511710404 -0.00043209853015688466 0.0032383513912716847 -0.0014498353783927197 -0.00082008148378750708 0.0051319908058473016 -0.018907080163567964 -0.0053598109785233808 0.00032236408829331575 -0.00041594582688200344 -0.020447571967624069 -0.014087661499439389 0.012800681968989633 0.0034489722489819356 -0.000126978532620977 leaf_weight=178.63725420832634 5387.1881400132552 8.231093689799307 8.4668386578559858 18.707124851644039 240.24120672047138 256.83866990357637 45.600025802850723 8.6154993847012538 27.636693373322487 31.398484528064728 7.6596176624298122 16.636992275714874 42.525198414921761 8.8603409081697446 962.15871426649392 14.048547200858591 572.85551284998655 7.9517526030540457 107.30303939804435 7.8480190038681057 126.22877129167318 12.17335467785597 98.058779299259186 249.41190805286169 9.970940947532652 12.060705870389937 11.441343888640402 34.757887810468674 266.00825921446085 88.269681893289089 leaf_count=512 16764 24 27 55 676 749 140 25 80 91 21 51 128 26 2914 45 1667 23 317 22 368 38 286 722 31 35 34 107 784 255 internal_value=3.06569e-06 0.000224761 -0.000840194 -0.000650454 -0.00117657 -0.00250019 0.00175757 0.00538184 0.00936062 0.000731969 0.000653542 -0.00436495 -0.000361469 -0.0102483 0.000974051 0.00953649 0.000852961 -0.00574805 -8.19045e-05 0.000732453 -0.000552064 0.00278686 -0.00190055 -0.00128119 -0.0105811 -0.0127104 0.00203714 0.00295736 0.0045297 -0.0017289 internal_weight=8867.79 2457.07 792.695 784.228 721.317 497.08 224.237 62.9111 46.3438 1664.37 1656.14 99.421 59.1622 40.2588 1556.72 21.7082 1535.01 16.5673 6410.72 1023.53 515.752 148.373 367.379 347.471 22.1443 19.9087 507.78 408.069 300.766 99.711 internal_count=27017 7254 2287 2260 2077 1425 652 183 135 4967 4943 296 179 117 4647 66 4581 48 19763 2999 1502 437 1065 1008 69 57 1497 1208 891 289 is_linear=0 shrinkage=0.03 Tree=1747 num_leaves=31 num_cat=0 split_feature=8 2 2 4 8 0 6 4 10 0 0 6 4 9 13 4 7 6 4 3 10 4 4 13 10 5 11 12 5 10 split_gain=0.185212 0.914289 1.35708 1.98745 4.78838 6.3231 3.13984 3.19898 1.90772 1.80386 2.34649 2.08403 2.23159 2.02719 1.97174 1.89171 1.13521 1.61999 1.13997 0.935011 0.835279 0.588174 0.571535 0.449036 0.379498 2.03335 5.428 1.92698 0.935395 1.37706 threshold=2.9000000000000004 0.50000000000000011 0.90000000000000013 1.1750000000000005 2.7000000000000006 525.00000000000011 0.90000000000000013 0.92500000000000027 -1.0000000180025095e-35 350.00000000000006 475.00000000000006 0.90000000000000013 1.3350000000000006 3.5000000000000004 1.7000000000000004 0.98000000000000043 1.5000000000000002 1.3 0.75500000000000023 1.3 0.33333333333333326 0.53500000000000014 0.94500000000000017 5.9000000000000012 -0.66666666666666663 2.4150000000000009 1.5000000000000004 3.9000000000000008 2.725000000000001 0.33333333333333326 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 3 6 5 -5 8 -8 -3 11 13 14 -13 -11 -4 -12 17 -1 -19 -20 -6 -2 -18 24 25 27 -27 -23 -26 -30 right_child=21 2 9 4 20 -7 7 -9 -10 10 15 12 -14 -15 -16 -17 22 18 19 -21 -22 23 -24 -25 28 26 -28 -29 29 -31 leaf_value=-0.015478217048159625 0.012313158514836726 -0.021469995947239796 -0.0099680456862052801 -0.0068478232202232835 -0.011486118223039816 0.030726601794865312 2.0010418983700826e-05 0.011597686863985983 0.0016686685778947543 -0.0078358465624445133 0.0052517157735632036 -0.010501063725905251 0.0022519865279648811 0.0091957458941509147 0.013238563295126172 -0.0032889008144481985 -0.0063000745546109198 0.014669929997854696 0.0071620972201784589 -0.010598289387819714 -0.026731518416372734 -0.00048604850766506601 -0.019826605544494228 0.0067295233551433959 0.00013302947378836008 -0.013059298559858431 0.017355018227302458 0.0028953867808685324 0.013802349892055142 0.00019607781564780525 leaf_weight=5.4768948107957867 3.5115797817707053 6.1836308240890503 5.057025507092475 12.041184514760973 7.5360361039638537 6.0590094327926627 38.852031841874123 48.033804588019848 6.661580875515936 7.6016720049083224 28.982877239584923 50.572415694594383 16.338465675711632 36.441295310854912 9.4575657621026021 119.90328799933195 5.5588686689734441 5.3853242918849018 5.0336502194404584 5.6761155501008034 5.6664086878299713 1780.6203561350703 5.6879585385322571 8.9981757104396802 4914.1768522905186 28.745991997420788 6.4697236828505984 165.79903859272599 11.163579463958742 16.722423955798149 leaf_count=22 11 25 21 49 27 20 134 158 22 28 100 216 61 126 36 443 24 20 18 25 21 6508 25 36 17851 159 30 675 54 72 internal_value=6.10389e-07 -0.000597544 -0.000207647 0.00230397 -0.00429084 0.00573015 0.00437388 0.00642059 -0.00947019 -0.00140721 0.000173116 -0.00515163 -0.00738699 0.00625615 0.00515315 -0.00162634 -0.00541367 -0.00138494 0.00341077 -0.00225081 -0.0180294 3.83998e-05 -0.013141 3.21824e-05 2.34784e-05 -0.000327273 -0.00747167 -0.000198013 0.00016412 0.00564306 internal_weight=7374.41 438.207 405.388 131.034 31.3026 18.1002 99.731 86.8858 12.8452 274.355 192.929 81.4255 66.9109 44.043 14.5146 148.886 32.8188 21.572 16.0951 10.7098 13.2024 6936.21 11.2468 6932.7 6923.7 1981.64 35.2157 1946.42 4942.06 27.886 internal_count=27017 1621 1487 456 117 69 339 292 47 1031 697 334 277 154 57 543 134 85 63 43 48 25396 49 25385 25349 7372 189 7183 17977 126 is_linear=0 shrinkage=0.03 Tree=1748 num_leaves=31 num_cat=0 split_feature=0 8 11 4 4 9 5 6 8 8 4 12 6 2 11 4 5 9 9 2 5 12 6 4 13 3 2 6 4 10 split_gain=0.18385 0.986126 2.82944 2.82108 4.39064 3.2331 2.7465 2.50658 2.91915 2.2372 4.04856 8.03205 3.43949 2.10796 2.66729 2.02004 1.73646 2.84541 2.7868 2.41337 5.03994 2.68574 1.67783 1.54703 2.00829 0.951454 0.668453 1.47296 0.672727 2.13126 threshold=575.00000000000011 3.9000000000000004 1.0000000180025095e-35 1.3350000000000006 1.1650000000000007 5.1000000000000005 0.92500000000000027 1.5000000000000002 3.3000000000000003 4.1000000000000005 1.195000000000001 2.3000000000000007 1.7000000000000004 1.3 -0.66666666666666663 1.4750000000000008 1.3450000000000006 7.3000000000000016 6.7000000000000002 0.90000000000000013 1.3850000000000005 2.5000000000000004 1.3 0.99000000000000055 2.9000000000000008 1.5000000000000002 3.5000000000000004 1.3 2.475000000000001 0.50000000000000022 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 2 6 4 5 -4 -2 25 -9 10 23 -12 -13 15 -15 -8 17 18 -11 20 -18 -21 -6 -3 -25 -5 28 -28 -1 -30 right_child=1 9 3 7 22 -7 13 8 -10 16 11 12 -14 14 -16 -17 19 -19 -20 21 -22 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-7.9903932597474788e-05 0.014469659611317239 0.0070179546874478207 -0.0044989689663442354 0.025295078053592671 -0.0010068351399754776 0.011475455982490437 -0.0065253167381515171 -0.010917579086431506 0.014287540568076388 -0.0016651016672704078 0.038614952324801589 -0.0029199200401213966 0.021162482793067698 -0.0083273762030411612 0.0066283077657787017 -0.023358174104584274 0.030109720040250778 -0.027106173260232864 0.018499704505526755 -0.0048890363442610687 0.0034687184542994192 0.0011946230151816234 -0.016819126521795076 -0.020289783237996153 0.0024455393030053492 0.010895403282164448 -0.021770361236923962 0.00803878004025276 0.01002094533789054 -0.0069343846388987248 leaf_weight=6431.7295178007334 6.7342585809528819 8.2420583069324511 20.212057158350945 7.9651302173733738 9.6320681273937243 26.162757635116577 80.273486398160458 8.5194054692983645 8.0364368781447393 273.34919038787484 8.3907331526279432 16.975515820086006 7.7854045629501334 18.831966582685709 24.953996498137712 6.9737328737974158 6.7153514176607123 3.8715891093015662 6.3106337264180175 76.401899985969067 132.30649038404226 449.8348715333268 16.192455798387527 7.2754638791084272 6.7326502799987793 8.5765151977539045 3.7447892487980416 2.4798012748360634 20.171059733256701 9.970060743391512 leaf_count=21623 28 24 66 31 32 80 248 28 27 1480 29 64 25 70 87 24 20 16 28 287 397 1943 50 23 21 29 48 17 107 65 internal_value=-4.10705e-06 0.000329385 -0.00138519 0.00231715 -0.00100755 0.00451314 -0.00421492 0.00956969 0.00131734 0.000744398 0.00660427 0.0132482 0.00465214 -0.00517519 0.000195997 -0.00787078 0.000402228 -0.00156368 -0.00121007 0.00124009 0.00475559 0.000311364 -0.0109214 -0.00329482 -0.00936262 0.0178291 -6.8415e-05 -0.00989476 -5.89494e-05 0.00441247 internal_weight=7715.35 1247.26 243.064 105.297 72.1993 46.3748 137.767 33.0975 16.5558 1004.19 55.4018 33.1517 24.7609 131.033 43.786 87.2472 948.79 283.531 279.66 665.259 139.022 526.237 25.8245 22.2502 14.0081 16.5416 6468.1 6.22459 6461.87 30.1411 internal_count=27017 5157 800 343 228 146 457 115 55 4357 186 118 89 429 157 272 4171 1524 1508 2647 417 2230 82 68 44 60 21860 65 21795 172 is_linear=0 shrinkage=0.03 Tree=1749 num_leaves=22 num_cat=0 split_feature=13 9 0 10 11 4 7 4 4 12 9 4 8 9 9 4 5 9 10 4 4 split_gain=0.180747 0.188255 1.52304 2.81851 2.68479 3.06858 2.96957 2.19002 2.88329 2.71057 1.75049 0.886169 2.74717 1.38445 1.15483 1.14161 2.56473 1.20038 0.907403 3.60118 1.45047 threshold=6.1000000000000005 4.1000000000000005 350.00000000000006 2.1666666666666674 1.1666666666666672 1.195000000000001 1.7000000000000004 0.65500000000000025 0.93000000000000027 1.7000000000000004 3.9000000000000004 0.68500000000000016 2.3000000000000003 5.3000000000000016 6.5000000000000009 0.73500000000000032 1.3050000000000006 5.9000000000000012 0.50000000000000022 0.98000000000000043 1.8450000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 -6 -4 9 -9 -10 12 -3 -14 -15 16 -13 -18 20 -20 -17 right_child=-2 11 7 -5 6 -7 -8 8 10 -11 -12 15 13 14 -16 18 17 -19 19 -21 -22 leaf_value=0.0017174279878297959 0.0045785133685749711 0.011373307804027052 0.016170433238030097 -0.018104274382958037 0.0091643550897066283 -0.0025110014667542942 -0.0056331324801577685 -0.01034953586278901 0.00051141524847783573 -0.0002190887769275364 0.0031527838208064299 -0.011094698706133778 -0.017815040206545115 0.0042614656675603385 -0.01418747181780246 -8.6094078133382799e-05 0.019446099434216949 0.0027533428210943802 0.0065885004851282238 0.0001914397461367311 -0.0015910930543359923 leaf_weight=224.33837905526161 7.7634625583887091 6.9736138582229641 8.2352520227432233 8.4400800764560682 46.353918075561523 495.90133954584599 16.568263873457909 39.870475634932518 1281.0631730630994 58.868304520845413 274.13173287548125 5.3900988548994091 11.034463979303839 7.4781878516077978 5.1611257083714008 3915.2061496078968 9.7365309149026888 6.4424749165773383 83.121215555816889 1678.9637498175725 675.82519447803497 leaf_count=652 25 22 24 27 135 1421 48 116 3815 178 828 17 39 25 24 11954 30 24 262 5175 2176 internal_value=3.01067e-06 -9.98961e-07 0.000222437 -0.0008606 -0.000674767 -0.00119394 0.00526798 0.00073823 0.00066139 -0.00430974 0.000977005 -8.65934e-05 -0.0051757 -0.0100506 -0.00327196 -6.21267e-05 0.00682802 0.012799 -8.5519e-05 0.000493202 -0.000307638 internal_weight=8866.87 8859.1 2453.77 791.602 783.162 720.24 62.9222 1662.17 1653.93 98.7388 1555.19 6405.33 30.6474 23.6738 12.6393 6374.69 21.5691 16.179 6353.12 1762.08 4591.03 internal_count=27017 26992 7244 2283 2256 2073 183 4961 4937 294 4643 19748 110 88 49 19638 71 54 19567 5437 14130 is_linear=0 shrinkage=0.03 Tree=1750 num_leaves=31 num_cat=0 split_feature=9 8 10 3 5 5 5 8 5 6 3 5 8 9 13 10 2 7 9 9 2 7 8 0 11 10 9 3 6 9 split_gain=0.182616 0.254062 1.26887 2.31201 4.59777 2.43103 1.99682 1.88573 1.53971 2.54893 1.95105 1.14268 0.984145 0.81917 0.32111 1.8522 2.64908 2.64865 2.59271 2.60027 2.17723 1.64492 0.711422 5.22186 3.22871 2.80114 0.792265 2.29015 0.735945 0.0553903 threshold=1.3 2.5000000000000004 -0.49999999999999994 0.90000000000000013 1.4350000000000007 1.6050000000000004 1.0950000000000004 2.3000000000000003 1.2550000000000006 1.9000000000000001 0.70000000000000007 0.89000000000000024 2.3000000000000003 3.5000000000000004 3.9000000000000008 0.33333333333333326 0.70000000000000007 2.3000000000000003 2.9000000000000004 3.3000000000000003 0.90000000000000013 2.7000000000000006 2.7000000000000006 350.00000000000006 1.1666666666666672 -0.33333333333333331 1.9000000000000001 1.1000000000000003 2.5000000000000004 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=29 2 3 7 12 -6 11 -2 9 -8 -10 -4 -5 -13 22 18 17 -17 21 -20 -18 -16 23 25 -25 -3 27 -24 -28 -1 right_child=1 14 6 4 5 -7 8 -9 10 -11 -12 13 -14 -15 15 16 20 -19 19 -21 -22 -23 26 24 -26 -27 28 -29 -30 -31 leaf_value=0.0020542916562964683 0.0043950732547213605 0.0026352369057062704 -0.0012664760344065721 -0.0085128251306706374 0.018997907455813798 -0.0010476495401574831 0.012769357024618427 0.026313605648891243 -0.020412263480830802 -0.0088957230478969914 -0.0017140268433452268 -0.0079634339089292988 -0.025173773051555329 -0.022688204839797721 -0.014548251227181239 0.015513523085244256 -0.0071201086093489324 -0.00050666249450846397 0.0069542492189347237 -0.0017982195336432685 0.0015330309844397991 -0.00027466017824658929 -0.0023349292873916529 0.0048367748337017112 0.024737821513411178 -0.016817335410581905 -8.2068725669031573e-06 0.017760043828911953 0.0025394205772820895 0.0071192120647466878 leaf_weight=3.8710365965962401 9.1374972835183126 11.929223775863649 6.9405799433589008 7.9451940879225713 9.1229783147573489 13.505884878337381 15.486795738339426 5.7591857239603987 5.3377555608749381 7.1410432159900656 85.000586561858654 6.085494212806223 5.3322809338569641 7.7062340527772903 22.043827079236507 22.150324642658234 31.141668096184731 15.995544731616972 33.248334713280201 376.30726895481348 163.91482605785131 10.839482598006724 12.531705111265184 52.882705383002758 8.5189577192068082 15.089566908776758 6292.64584391471 8.6119630336761457 103.73299912363291 3.9021280333399773 leaf_count=24 33 44 29 32 31 59 55 20 21 26 335 23 23 30 88 73 110 55 120 1366 606 43 44 179 26 57 23056 27 366 16 internal_value=1.06089e-06 -3.78891e-06 -0.00110301 0.00293296 -0.00118925 0.00703385 -0.0026366 0.012869 -0.00106596 0.00593215 -0.00281884 -0.0111947 -0.0152039 -0.016191 2.4451e-05 -0.000598043 0.00156551 0.00879585 -0.00173841 -0.00108768 0.000151517 -0.00984318 8.90969e-05 0.00276172 0.00759788 -0.00822872 5.22736e-05 0.00584989 3.31092e-05 0.00459688 internal_weight=7373.86 7366.09 184.502 50.803 35.9063 22.6289 133.698 14.8967 112.966 22.6278 90.3383 20.7323 13.2775 13.7917 7181.58 675.641 233.202 38.1459 442.439 409.556 195.056 32.8833 6505.94 88.4205 61.4017 27.0188 6417.52 21.1437 6396.38 7.77316 internal_count=27017 26977 717 198 145 90 519 53 437 81 356 82 55 53 26260 2461 844 128 1617 1486 716 131 23799 306 205 101 23493 71 23422 40 is_linear=0 shrinkage=0.03 Tree=1751 num_leaves=11 num_cat=0 split_feature=5 5 9 0 5 4 5 11 10 3 split_gain=0.184126 0.273291 1.2301 0.674671 0.376433 0.987745 0.324926 0.295738 1.42241 0.338989 threshold=3.2350000000000008 2.9150000000000005 8.5000000000000018 475.00000000000006 2.8350000000000004 1.4950000000000008 2.7950000000000004 -2.8333333333333326 -0.49999999999999994 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 -6 7 8 -1 -9 right_child=-2 2 -4 -5 5 -7 -8 9 -10 -11 leaf_value=0.015131881421337097 -0.0053055479259545464 0.018304742926414947 -0.007292502814061649 0.0028054376994107199 0.0054879484151752348 -0.012704152186144657 0.0064051426853665976 -1.5789983514665808e-06 -0.0018509828469508108 -0.0027738193892939988 leaf_weight=6.5393919050693539 5.8924729079008094 4.8299925066530687 5.6338684707880011 5.3024783656001091 4.4482836946845037 6.7805128395557404 7.120333991944789 7614.4893613005988 13.81666226685047 39.905831791460514 leaf_count=23 21 24 19 23 20 24 27 26643 47 146 internal_value=-4.4743e-06 -4.22287e-07 0.00394527 0.0101937 -8.50865e-06 -0.00549736 -4.85452e-07 -6.42834e-06 0.00360477 -1.60319e-05 internal_weight=7714.76 7708.87 15.7663 10.1325 7693.1 11.2288 7681.87 7674.75 20.3561 7654.4 internal_count=27017 26996 66 47 26930 44 26886 26859 70 26789 is_linear=0 shrinkage=0.03 Tree=1752 num_leaves=25 num_cat=0 split_feature=7 5 4 3 5 7 2 5 4 4 12 8 5 12 5 8 8 12 9 9 9 5 13 13 split_gain=0.179305 1.42912 1.84055 1.32663 1.47983 1.51722 1.26978 1.24992 1.43317 2.00765 0.394723 0.708399 0.59004 0.381583 1.38037 2.15406 1.75503 0.518993 1.80143 2.65748 2.12497 0.673799 3.13066 0.403819 threshold=0.3000000000000001 2.1050000000000009 0.90000000000000036 0.90000000000000013 1.3050000000000006 1.0000000180025095e-35 1.3 2.2350000000000008 1.3650000000000009 1.9850000000000003 6.1000000000000005 5.9000000000000012 2.1450000000000009 5.3000000000000016 2.6750000000000012 7.3000000000000016 6.3000000000000016 4.9000000000000012 6.3000000000000016 5.7000000000000002 7.5000000000000009 2.8350000000000004 2.1000000000000005 1.3000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -6 -4 -3 -9 -10 13 12 -12 17 15 16 -15 21 19 -19 -20 23 -23 -2 right_child=10 7 3 4 5 -7 -8 8 9 -11 11 -13 -14 14 -16 -17 -18 18 20 -21 -22 22 -24 -25 leaf_value=0.014447131823751702 0.0012573251145270817 0.014275882247108183 -0.004344177973861215 -0.015650953837735248 0.0048624458845466477 -0.0058771374756610706 0.011548218312900394 0.013634696542769524 -0.019004352244013218 0.0092921726318088375 -0.0025163958368701967 0.0011100939971094533 -0.021591579278782268 0.0046550921549873749 -0.010542619153748963 0.018680877273104232 -0.010819459770201005 -0.0027094631815837464 -0.016553361393846718 0.014098858647769271 0.00089880609847574279 0.02640622945666684 -0.0050325074954629435 -1.1068896594776169e-05 leaf_weight=5.4082693308591834 232.18383507430553 9.1374716088175791 8.8087899535894412 10.531289920210837 15.02827789634466 55.788197256624699 9.3037035763263685 4.6077722143381825 5.2572860922664386 3.9537808746099472 2.678654879331587 7.2277263272553682 3.206445992924273 32.118922743946314 6.4198891259729853 7.8169784471392623 8.3008766621351224 40.549678161740303 14.417964715510609 10.699488706886767 11.123329445719717 4.6497938409447652 7.3675593351945281 8350.3496685326099 leaf_count=20 736 35 28 35 55 217 27 32 31 14 10 34 30 134 36 35 34 150 62 39 51 23 46 25103 internal_value=2.86523e-06 -0.0011126 -0.00259675 -0.00352353 -0.00515841 -0.00359804 0.00381915 0.00566724 -2.50764e-05 -0.00685828 1.91809e-05 -0.0051819 -0.0129093 2.69967e-05 0.00252579 0.00426508 0.00147714 1.12465e-05 -0.00244412 0.000799676 -0.00895288 3.31847e-05 0.00713187 2.3245e-05 internal_weight=8866.94 127.825 104.869 99.4603 81.3478 70.8165 18.1125 22.9563 13.8188 9.21107 8739.11 13.1128 5.8851 8726 54.6567 48.2368 40.4198 8671.34 76.7905 51.2492 25.5413 8594.55 12.0174 8582.53 internal_count=27017 494 382 362 307 272 55 112 77 45 26523 74 40 26449 239 203 168 26210 302 189 113 25908 69 25839 is_linear=0 shrinkage=0.03 Tree=1753 num_leaves=16 num_cat=0 split_feature=2 3 4 9 7 11 6 10 4 12 9 8 2 10 2 split_gain=0.179487 0.734152 0.364718 0.732965 0.258986 2.38539 1.77999 2.26521 0.343998 0.233028 1.67806 1.09528 0.578252 1.93901 0.899997 threshold=3.9000000000000004 1.5000000000000002 2.8450000000000011 5.5000000000000009 1.0000000180025095e-35 -1.1666666666666663 1.3 -0.33333333333333331 1.4350000000000007 5.5000000000000009 8.5000000000000018 5.7000000000000002 3.3000000000000003 1.8333333333333339 3.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 5 -1 7 -7 -8 12 11 -11 14 -14 -6 right_child=1 -3 3 -5 9 6 8 -9 -10 10 -12 -13 13 -15 -16 leaf_value=0.017291729608313655 -0.015496364169304586 0.0045414945259305648 0.0098379748409929031 -0.0030731256725381969 1.9445610327544259e-05 0.017312008839853493 -0.024646824859835041 -0.012956742964648958 -0.012213903471512334 -4.8972223438211135e-05 0.015153683900940358 -0.01167298800327763 0.0076132011438130561 -0.015532596469727563 -0.0057225087299096478 leaf_weight=4.0725924000144031 3.1248150886967769 3.4763231091201305 9.548002667725088 6.7584213986992827 7243.7254603691399 4.1067168265581158 4.0821627341210824 4.8566731922328463 3.9321097210049629 17.198052588850263 4.256639949977397 12.670403294265268 23.365051060914997 3.7851644568145266 24.651275537908077 leaf_count=13 38 31 39 32 26326 19 21 25 20 85 19 67 123 25 134 internal_value=6.94535e-07 -0.00494393 5.12512e-06 0.00448679 -4.81678e-06 -0.00332764 -0.00827381 0.000911357 -0.0185468 4.72615e-06 -0.00246856 -0.00497996 1.6295e-05 0.00438632 -2.86827e-08 internal_weight=7373.61 6.60114 7367.01 16.3064 7350.7 21.0503 16.9777 8.96339 8.01427 7329.65 34.1251 29.8685 7295.53 27.1502 7268.38 internal_count=27017 69 26948 71 26877 98 85 44 41 26779 171 152 26608 148 26460 is_linear=0 shrinkage=0.03 Tree=1754 num_leaves=20 num_cat=0 split_feature=4 5 8 10 5 9 12 4 10 9 13 8 4 3 4 11 4 5 8 split_gain=0.184164 0.803521 0.797682 0.92132 0.907429 0.912242 0.416218 0.276522 0.672894 2.34593 1.44322 0.311708 1.84986 0.908732 0.501627 1.62375 0.503811 0.192264 0.000166847 threshold=2.7150000000000003 1.2950000000000006 8.5000000000000018 -0.83333333333333315 1.5250000000000006 6.3000000000000016 6.5000000000000009 2.5850000000000013 1.1666666666666672 6.9000000000000012 2.1000000000000005 9.3000000000000025 2.3550000000000009 1.5000000000000002 2.5350000000000006 -0.33333333333333331 2.495000000000001 1.8450000000000004 7.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 18 3 -3 -5 -6 7 11 9 10 -9 14 13 -13 16 -16 -1 -4 -2 right_child=1 2 17 4 5 -7 -8 8 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20 leaf_value=-3.9950420817735278e-06 -0.021231044327765226 -0.013966187430372937 -0.0067742004875299576 0.02239953955755088 -0.0067944513054795678 0.013616466734556344 0.0080372820721107754 0.002658234132773224 0.01098949971839472 0.023296349864838115 -0.022349846504610082 -0.016310646138299283 0.01547987433711788 -0.0022022622437705844 0.0055188899861623895 -0.023268110384806973 0.0061013825006167189 -0.021951087584142829 -0.020682256398566502 leaf_weight=7632.5768796773627 0.93075696006417574 2.5026244316250112 1.4352122750133269 2.4221288939006618 4.8541221022605878 3.3176804222166538 5.7990723103284827 4.5485556498169917 6.9940485060214987 2.72283612191677 3.822087898850441 6.8466835077852073 3.7265649754554024 10.275478452444075 3.759921045973897 3.3211480230092993 12.18365443497896 1.5763379475101826 1.0738570918329058 leaf_count=26434 16 24 21 20 46 16 26 29 31 13 47 40 22 45 28 34 76 19 30 internal_value=-3.95699e-06 -0.00302545 -0.000796388 0.00240494 0.00627232 0.0014922 3.15362e-06 -2.90434e-06 0.00370207 -0.000892399 -0.00876061 -1.16384e-05 -0.00367487 -0.00784382 -1.65732e-06 -0.00798273 5.73526e-06 -0.0147182 -0.0209371 internal_weight=7714.69 18.1127 16.1081 13.0966 10.5939 8.1718 7696.58 7690.78 18.0875 11.0935 8.37064 7672.69 20.8487 17.1222 7651.84 7.08107 7644.76 3.01155 2.00461 internal_count=27017 192 146 106 82 62 26825 26799 120 89 76 26679 107 85 26572 62 26510 40 46 is_linear=0 shrinkage=0.03 Tree=1755 num_leaves=30 num_cat=0 split_feature=7 12 0 11 5 10 0 3 11 3 13 5 4 13 3 0 5 2 11 12 12 7 5 5 8 12 5 8 12 split_gain=0.177988 1.83002 2.77417 3.14817 1.97264 2.29864 2.26687 2.50995 2.44234 1.05167 0.455788 1.48136 1.83521 2.53959 2.09865 1.66188 0.40478 1.52621 2.03267 2.86936 1.50216 0.80855 0.338067 1.66965 3.12464 1.5274 1.27952 4.17726 0.863057 threshold=2.7000000000000006 3.3000000000000007 525.00000000000011 0.50000000000000022 0.67500000000000016 1.1666666666666672 575.00000000000011 0.70000000000000007 -1.1666666666666663 1.7000000000000004 4.9000000000000012 1.8100000000000005 1.6250000000000002 5.1000000000000005 1.1000000000000003 475.00000000000006 0.7150000000000003 1.7000000000000004 -0.33333333333333331 1.7000000000000004 1.5000000000000002 1.7000000000000004 1.2550000000000006 1.2450000000000008 4.1000000000000005 4.700000000000002 1.2750000000000006 3.3000000000000003 2.1000000000000005 decision_type=2 2 2 2 2 2 2 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 4 3 9 -2 6 8 -8 -6 -3 16 12 13 14 -12 -15 17 18 20 -20 -1 -19 23 25 -25 -18 27 -24 -28 right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 11 -13 -14 15 -16 -17 22 21 19 -21 -22 -23 26 24 -26 -27 28 -29 -30 leaf_value=-0.0035130254997146988 -0.019295375965175356 -0.013808173136534466 -0.020084105326342718 0.017668578728083945 0.013442938245772126 0.017047053046216332 -0.0062658575013155773 0.016412128263706961 -0.00098889714740186966 0.0017578035160585584 -0.0024045719429734557 0.010570581558528211 -0.018631182428127162 0.012910068297534071 -0.020437180541611255 -0.0019875261510703297 -0.00011690035361513391 0.0043160179879882399 0.0074999734574915516 -0.012746176147644245 0.013910592576259807 0.020615343353994092 0.014841834999509189 -0.013439070492066052 -0.00083229434467586296 -0.012972195404645948 0.0007591657074840064 0.00090635119784904304 -0.00015240782994681412 leaf_weight=6.9976039826869991 3.7890357673168173 9.3072377890348523 8.7853684499859792 6.3595520853996268 11.546386390924452 9.3495854288339597 5.9448897689580944 16.819137901067734 122.75779691338539 6.7316976636648169 15.664730161428453 6.9963568150997153 6.8492073565721503 11.381690949201586 9.2316321730613691 16.522111639380455 2357.4435420520604 5.4005031138658506 10.050596341490747 16.882563225924969 12.247846953570841 5.5582169480621815 21.967957094311714 24.633339688181877 62.815014101564884 8.3476895503699762 1164.4589083939791 163.03008528798819 4738.6751015866175 leaf_count=20 11 30 28 21 34 28 20 52 360 21 47 24 21 36 30 53 6874 21 31 53 41 28 62 72 185 37 3394 476 14907 internal_value=2.76491e-06 0.000884438 -0.00579675 -0.000192812 0.00210851 0.00259584 0.00173562 0.0104897 0.000251835 -0.00727498 -1.77264e-05 -0.00248911 -0.0040209 -0.00212566 -0.00909111 0.00408906 1.42887e-06 0.00251808 0.000129565 -0.00519096 0.0075754 0.012583 -1.54062e-05 -0.000312731 -0.0043835 -0.00016226 0.000104402 0.00256115 2.74102e-05 internal_weight=8866.55 201.391 31.1839 22.3985 170.207 166.418 157.068 22.764 134.304 16.0389 8665.15 66.6457 59.6494 52.8002 24.8964 27.9038 8598.51 57.1373 46.1786 26.9332 19.2455 10.9587 8541.37 2453.24 87.4484 2365.79 6088.13 184.998 5903.13 internal_count=27017 605 100 72 505 494 466 72 394 51 26412 211 187 166 77 89 26201 194 145 84 61 49 26007 7168 257 6911 18839 538 18301 is_linear=0 shrinkage=0.03 Tree=1756 num_leaves=31 num_cat=0 split_feature=10 7 13 7 6 8 9 0 8 2 3 3 5 4 4 6 5 5 7 4 4 8 11 3 5 8 6 5 10 8 split_gain=0.179405 2.56259 1.91907 3.48761 3.11166 2.71832 2.52793 4.37803 2.31785 2.70888 2.54797 1.96336 1.49181 3.51912 2.68361 2.18039 1.78207 0.442117 0.423549 2.23077 2.70247 2.17788 2.09639 3.17885 2.47494 1.4684 1.64965 1.00423 0.913235 0.84061 threshold=-1.4999999999999996 2.1000000000000005 2.5000000000000004 0.90000000000000013 0.90000000000000013 4.5000000000000009 7.5000000000000009 475.00000000000006 3.5000000000000004 1.5000000000000002 1.5000000000000002 1.1000000000000003 1.3250000000000008 1.2750000000000006 1.8550000000000004 1.5000000000000002 1.5450000000000002 1.0750000000000008 2.1000000000000005 2.2150000000000007 2.0850000000000013 8.5000000000000018 -0.66666666666666619 1.9000000000000001 1.9750000000000003 5.9000000000000012 1.1000000000000003 1.3950000000000007 0.50000000000000022 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 5 -5 -4 8 -8 10 -10 -1 -6 13 -3 17 16 -14 -15 29 20 22 27 23 -20 -24 -22 -27 -21 -29 -2 right_child=18 12 3 4 11 -7 7 -9 9 -11 -12 -13 15 14 -16 -17 -18 -19 19 21 25 -23 24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.023065357754365211 -0.011258852154116438 0.019825646817623842 0.0024598880789628457 0.017476941505701549 -0.0045980626350376639 0.025830070541881096 -0.011004319852517938 0.022461695918707478 0.0025248395977262002 -0.0057516521887943451 3.7744378892158462e-05 0.0024048235448890674 -0.019150471593724301 -0.011476861704535915 0.010025604291052674 -0.023535535499966977 0.0042219980128248265 -0.024795099949271558 0.0045060964899965522 -0.022199681587362904 0.0020143697376195646 0.015514547309194139 -0.00075221719082844312 -0.0088590405368825873 0.010328480836849641 0.032902989814058911 0.0093721574634228338 0.0007591833309727031 -0.017103566022619157 -3.339853896237465e-05 leaf_weight=10.282470382750036 6.009634092450141 5.0771149843931225 8.4381237253546733 9.6829323247075063 55.37292804941535 9.5479062944650632 5.6743006482720366 9.258566025644539 66.678708642721176 76.337609579786658 7.3798410817980757 103.15933760628104 4.729525141417982 4.0924537647515518 4.2904121801257125 9.8287814855575544 7.7423492595553398 4.9647247865796089 179.54467058181763 6.7388248108327451 7.4083009585738209 2.7648624740540972 483.66374976187944 17.585130639374256 18.848446901887655 4.6362416520714742 6.3593573048710823 5.6870467029511911 4.708623880520463 6226.9310583360493 leaf_count=41 34 19 28 38 213 32 22 34 239 323 27 383 21 19 25 38 30 23 661 59 30 19 1787 66 65 25 25 31 34 22626 internal_value=6.80707e-07 -0.000615127 0.000187933 0.00230976 0.000967213 0.014866 -0.00206184 0.00974503 -0.00315913 -0.00189289 -0.0134122 -4.11789e-05 -0.00774968 -0.00143277 -0.00951898 -0.0129687 -0.0046412 -0.0187773 3.62409e-05 0.000715857 0.000990444 -0.0091923 0.000691945 0.00331385 -0.000336598 0.0123382 0.0192938 -0.0131791 -0.00733159 -4.42218e-05 internal_weight=7373.42 402.538 361.813 186.201 168.215 17.986 175.611 14.9329 160.679 143.016 17.6623 158.532 40.7254 18.4247 13.3476 22.3007 12.4719 9.05718 6970.89 737.945 718.046 19.8994 699.642 197.13 502.512 18.4039 10.9956 17.1345 10.3957 6232.94 internal_count=27017 1555 1380 694 634 60 686 56 630 562 68 596 175 86 67 89 51 42 25462 2802 2659 143 2579 727 1852 80 50 124 65 22660 is_linear=0 shrinkage=0.03 Tree=1757 num_leaves=25 num_cat=0 split_feature=2 4 4 4 7 11 11 11 5 0 12 5 5 13 11 4 9 3 6 8 8 3 6 4 split_gain=0.183492 1.59231 1.29229 1.91378 4.63966 2.48975 1.93173 3.03365 2.3256 1.03704 0.488404 2.19957 1.43666 1.49271 1.36742 0.466084 2.41505 1.04977 0.442943 2.61029 2.69819 0.422042 1.59747 0.582016 threshold=2.3000000000000003 1.3450000000000006 1.4250000000000005 1.6350000000000005 1.9000000000000001 -0.83333333333333315 0.50000000000000022 0.83333333333333337 1.2550000000000006 525.00000000000011 5.1000000000000005 2.0750000000000011 2.265000000000001 1.7000000000000004 -1.0000000180025095e-35 2.5950000000000011 6.9000000000000012 1.7000000000000004 0.3000000000000001 7.1000000000000005 3.5000000000000004 0.3000000000000001 1.1000000000000003 2.3950000000000009 decision_type=2 2 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 9 -3 4 5 -4 8 -8 -5 -2 15 -12 -13 -14 -15 18 17 -17 19 20 -1 22 -20 -23 right_child=1 2 3 6 -6 -7 7 -9 -10 -11 11 12 13 14 -16 16 -18 -19 21 -21 -22 23 -24 -25 leaf_value=0.0086318515070298169 -0.024589637530299798 0.010350533371481426 -0.026076308239610737 -0.004657122005028394 0.0132377659138006 -0.0069290403733818532 -0.010226409743051097 0.0002346608046111189 0.0031885001683617481 -0.0038312984550452497 0.01965798271721075 -0.012472497019549326 -0.0073835836892086511 -0.0058275527936307216 0.013049528560757967 -0.015999460288457834 0.027823195648849879 0.0074212500842560751 -0.0082886494767689545 0.015901996924752859 -0.0063981817640879216 7.0431424683039918e-05 0.00036632671499354629 -0.005225112761195581 leaf_weight=13.008969515562056 3.9798205271363241 9.9197087287902814 7.5047199055552474 41.484684057533741 9.0897132530808431 32.934987407177687 35.869072922505438 81.951322508975863 188.55464739911258 4.7524421140551567 6.2700329571962348 6.4115050733089438 8.0235379189252871 4.6568708941340473 13.366313535720108 3.24655868206173 3.2369486354291439 3.6688699126243591 26.07541511952877 6.5929746925830832 61.896255843341351 7050.46475741826 72.717696659266949 18.728740932419896 leaf_count=48 21 39 27 368 39 131 230 414 1026 23 20 20 29 21 57 34 12 18 125 30 275 23604 292 114 internal_value=-3.82847e-06 -0.000616635 -0.000344886 -0.000611868 -0.0061292 -0.0104824 0.000173709 -0.00295009 0.00177364 -0.0132921 3.11044e-05 0.00339112 0.000248812 0.00338021 0.00817203 1.31796e-05 0.00643659 -0.00357398 4.18408e-06 -0.00219502 -0.00378788 2.91885e-05 -0.00191806 5.64017e-05 internal_weight=7714.41 416.041 407.309 397.389 49.5294 40.4397 347.86 117.82 230.039 8.73226 7298.37 38.7283 32.4582 26.0467 18.0232 7259.64 10.1524 6.91543 7249.48 81.4982 74.9052 7167.99 98.7931 7069.19 internal_count=27017 2318 2274 2235 197 158 2038 644 1394 44 24699 147 127 107 78 24552 64 52 24488 353 323 24135 417 23718 is_linear=0 shrinkage=0.03 Tree=1758 num_leaves=31 num_cat=0 split_feature=13 6 2 2 8 4 11 4 12 4 9 2 2 10 11 9 6 5 5 4 2 11 9 9 0 0 6 8 3 4 split_gain=0.174934 1.38781 2.26322 3.43249 2.58951 1.78803 1.75601 1.66183 3.44148 2.06625 1.91969 1.59636 1.2935 2.92955 2.32619 1.20453 1.11879 2.7371 3.16965 3.20723 2.87167 2.69275 2.04744 1.68459 1.19259 1.17607 1.00172 0.885969 1.6163 1.83101 threshold=3.7000000000000006 1.3 1.3 0.70000000000000007 5.7000000000000002 1.5050000000000006 -0.33333333333333331 2.0950000000000011 4.1000000000000005 2.0450000000000008 5.3000000000000016 1.9000000000000001 1.5000000000000002 1.0000000180025095e-35 -1.8333333333333328 3.9000000000000004 2.3000000000000003 1.8250000000000002 1.6400000000000006 1.8100000000000005 1.7000000000000004 0.50000000000000022 7.3000000000000016 6.3000000000000016 525.00000000000011 350.00000000000006 1.9000000000000001 1.9000000000000001 0.90000000000000013 0.73500000000000032 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 2 3 -2 5 -4 -5 9 10 12 26 -6 14 -14 -3 -8 27 18 19 21 22 -18 24 25 -19 -20 -9 28 -1 -30 right_child=1 7 4 6 11 -7 15 8 -10 -11 -12 -13 13 -15 -16 -17 17 20 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0054620896401555829 0.0064524255752261518 -0.0098516685658166618 0.021258977663288735 -0.0045103943889808389 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33.855247788131237 6.2802658285945645 6.322383001446723 6.1620651818811885 15.70631432533264 5.6341041326522827 7423.9931950755417 8.7106175720691699 18.535294413566589 leaf_count=32 29 56 21 33 22 41 26 27 22 23 21 25 415 390 2397 25 261 81 26 20 35 108 31 23 29 57 20 22626 30 65 internal_value=2.34367e-06 0.000337579 -0.00362003 -0.00839656 0.00207996 0.00880692 -0.0135077 0.000598455 -0.0069977 0.000771937 -0.000648365 -0.00807698 0.000664742 -0.00112521 0.00125489 -0.0193084 -5.06276e-05 -0.00229653 -0.00413225 -0.00204667 0.00460106 -0.0031996 0.00867475 -0.0130341 0.0123741 -0.0168271 -0.00729581 7.93018e-06 -0.00458088 -0.00842538 internal_weight=8865.99 1209.78 74.8141 40.7043 34.1098 20.5196 30.2813 1134.96 25.3416 1109.62 19.0562 13.5902 1102.06 273.259 828.805 18.4112 7656.22 194.549 153.655 124.489 40.8937 117.739 32.3891 29.1662 26.1088 22.8438 12.8119 7461.67 37.6758 27.2459 internal_count=27017 3593 222 113 109 62 84 3371 90 3281 68 47 3258 805 2453 51 23424 671 495 389 176 369 141 106 110 83 47 22753 127 95 is_linear=0 shrinkage=0.03 Tree=1759 num_leaves=26 num_cat=0 split_feature=9 5 3 5 7 10 13 12 9 8 6 5 6 7 12 3 6 8 5 6 4 5 8 5 9 split_gain=0.185919 0.248443 1.24317 2.09707 1.91035 1.30503 1.69417 1.91787 1.43727 1.28288 0.981034 0.828157 1.12951 2.27911 3.66467 1.79922 2.43103 1.49352 0.76749 3.95779 1.35101 0.70026 1.67339 1.36946 0.0518322 threshold=1.3 0.88500000000000023 0.3000000000000001 0.8300000000000004 1.5000000000000002 -1.4999999999999996 4.1000000000000005 1.7000000000000004 3.1000000000000005 4.9000000000000012 1.7000000000000004 0.92500000000000027 1.1000000000000003 1.9000000000000001 1.7000000000000004 0.50000000000000011 1.3 4.3000000000000016 0.93000000000000027 1.9000000000000001 1.6400000000000006 0.97000000000000031 6.5000000000000009 0.98000000000000043 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=24 2 3 4 -2 9 8 -8 -7 -4 -6 12 13 14 -3 17 -17 -14 19 20 -13 22 -20 -23 -1 right_child=1 11 5 -5 10 6 7 -9 -10 -11 -12 18 15 -15 -16 16 -18 -19 21 -21 -22 23 -24 -25 -26 leaf_value=0.0021757250574661277 0.01055749018930901 -0.014995347732900349 -0.0016824248136229087 -0.024111570192572835 -0.01873658361870956 -0.0057246820739951529 -0.0033629198992077476 0.013939420351295658 -7.2077585903421172e-06 0.019713050651203035 -0.00017204891506733238 -0.015184224194678322 0.0013508142789874149 0.024870006756906617 0.010889905451055193 -0.015286879004828146 0.001242607282411738 0.021287400593107696 0.00099948012419668599 0.01615037670401916 0.0017578955981906704 -0.005651171152998122 0.012213838276062672 4.3288792387408587e-06 0.0070808535322752029 leaf_weight=3.8542117159813634 6.277101129293448 6.8274116665124955 4.5408425554633123 5.338775932788848 5.7158392257988435 56.661066867411137 9.8446176350116747 13.915716156363485 131.19046583771706 5.6737302243709564 4.6428231745958328 16.558893024921424 7.6277156770229322 5.6084890961647025 17.640861693769693 10.026630505919455 39.771744474768639 6.075456939637661 98.619308099150658 6.2607587277889243 5.6923183426260939 38.752459682524204 13.630550310015677 6848.4442188516259 3.9014279544353485 leaf_count=24 25 24 17 29 35 224 36 51 508 26 19 66 24 19 67 37 140 22 340 19 31 160 57 25001 16 internal_value=7.8682e-07 -4.10162e-06 -0.000945791 -0.00775215 -0.00250206 -0.000271541 -0.000777092 0.00677054 -0.00173175 0.0102018 -0.0104158 2.81365e-05 0.00283175 0.00762087 0.00366711 0.000563436 -0.00208551 0.0101899 -9.19401e-06 -0.00492123 -0.0108501 1.0815e-05 0.00236124 -2.74931e-05 0.00464322 internal_weight=7373.09 7365.34 243.801 21.9745 16.6358 221.826 211.612 23.7603 187.852 10.2146 10.3587 7121.54 93.5783 30.0768 24.4683 63.5015 49.7984 13.7032 7027.96 28.512 22.2512 6999.45 112.25 6887.2 7.75564 internal_count=27017 26977 970 108 79 862 819 87 732 43 54 26007 333 110 91 223 177 46 25674 116 97 25558 397 25161 40 is_linear=0 shrinkage=0.03 Tree=1760 num_leaves=23 num_cat=0 split_feature=4 11 4 8 5 12 12 4 8 2 8 8 4 3 4 10 8 4 11 4 12 4 split_gain=0.187111 1.12053 1.23041 0.834267 1.40952 0.893352 0.881756 0.790048 0.981097 1.02017 0.541633 0.299623 1.77895 0.886892 1.13098 0.546813 0.478623 0.427886 1.31088 0.600235 0.00137227 0.000420825 threshold=2.6350000000000011 -0.66666666666666619 2.6550000000000007 7.9000000000000012 1.9650000000000005 4.1000000000000005 5.1000000000000005 2.5850000000000013 7.9000000000000012 3.1000000000000005 8.1000000000000014 9.3000000000000025 2.3550000000000009 1.5000000000000002 1.9900000000000007 -0.66666666666666663 9.1000000000000014 2.5350000000000006 -0.33333333333333331 2.495000000000001 3.5000000000000004 2.745000000000001 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=7 10 -3 5 20 -4 -7 11 9 -9 21 16 13 15 -15 -13 17 19 -19 -1 -5 -2 right_child=1 2 3 4 -6 6 -8 8 -10 -11 -12 12 -14 14 -16 -17 -18 18 -20 -21 -22 -23 leaf_value=-6.9325014777725096e-06 -0.022343587471863564 -0.020304779921382632 0.018306737112486489 -0.022336239985412735 0.0099766371094327632 -0.009281796413194706 0.0093249595214091978 -0.012960532456398249 0.019794023477586197 0.012688897795284327 -0.0038043003029578706 -0.007358707877758601 0.015103984225322628 0.009365110653243058 -0.010769925566333671 -0.024413612499490239 0.0074012253038220543 0.0054161602878585796 -0.019527692274466494 0.0065945958567009766 -0.020977180489757597 -0.021669312650934937 leaf_weight=7628.3256158619188 1.599665356799963 2.2381612956523922 4.3460546275600818 1.1077559813857072 2.3585672304034233 3.8134725131094438 5.7459035441279411 2.6736349910497648 4.0658142678439617 2.9195342212915421 2.6382476398721337 3.2839776463806629 3.7496339157223693 4.3871072530746442 5.8700746521353722 3.4900140520185294 7.8648565039038649 3.7713613696396351 3.8135589454323044 12.415976054966448 1.686894094571471 1.738287021871656 leaf_count=26421 17 13 37 15 15 35 33 20 18 21 30 19 22 16 29 21 34 28 36 76 37 24 internal_value=-3.44576e-06 -0.00248392 0.000737309 0.0032084 -0.00710213 0.00702938 0.00190226 5.35525e-06 0.00857986 0.000428011 -0.0139631 -5.433e-06 -0.00360283 -0.00772138 -0.00215795 -0.0161455 4.33124e-06 -3.27506e-06 -0.00712515 3.79478e-06 -0.0215159 -0.0219924 internal_weight=7713.9 27.273 21.2968 19.0586 5.15322 13.9054 9.55938 7686.63 9.65898 5.59317 5.9762 7676.97 20.7808 17.0312 10.2572 6.77399 7656.19 7648.33 7.58492 7640.74 2.79465 3.33795 internal_count=27017 256 185 172 67 105 68 26761 59 41 71 26702 107 85 45 40 26595 26561 64 26497 52 41 is_linear=0 shrinkage=0.03 Tree=1761 num_leaves=22 num_cat=0 split_feature=7 12 0 11 10 6 8 6 7 13 9 0 9 10 8 8 5 6 5 4 5 split_gain=0.182343 1.74586 2.64739 3.01689 1.90403 1.83615 2.61114 2.66636 1.03012 0.444081 2.24609 2.04798 2.19185 2.09025 0.471349 0.492779 2.78028 2.82781 2.17726 0.446793 0.434461 threshold=2.7000000000000006 3.3000000000000007 525.00000000000011 0.50000000000000022 1.1666666666666672 0.70000000000000007 2.9000000000000004 1.3 2.9000000000000004 4.5000000000000009 2.7000000000000006 200.00000000000003 3.1000000000000005 0.50000000000000022 1.0000000180025095e-35 1.9000000000000001 1.3150000000000006 1.9000000000000001 1.5850000000000006 0.53500000000000014 0.74500000000000033 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=9 4 3 8 5 -2 -7 -8 -3 14 -11 -12 -13 -14 -1 16 17 -16 -18 -17 -21 right_child=1 2 -4 -5 -6 6 7 -9 -10 10 11 12 13 -15 15 19 18 -19 -20 20 -22 leaf_value=0.0088835654695474785 0.014196583644998468 -0.014290795388258028 -0.019547739462032754 0.017376530336340106 0.015014466659241018 0.013294714479120045 -0.0065388125404274439 0.0022778530414022092 0.00092135821446587274 0.010934856975771385 -0.016518110120108474 -0.015107790803234541 -0.0027166782213682949 0.0056987679948639087 -0.0028955229999728807 -0.008968840653171762 -0.02214893490082305 0.020158968431765626 -0.0029556196640743424 0.0024299845072002081 9.5854762768751408e-06 leaf_weight=5.3873234391212454 9.3732011541724187 8.4297574162483304 8.8202057927846891 6.341296210885047 9.6778507977724058 13.133477777242659 46.650300830602646 91.269165813922882 7.6349116265773764 12.156979843974112 8.7883787602186185 10.154167801141737 110.35388988256454 34.98494191467762 15.240565419197084 4.9697958976030341 8.8985393643379229 6.9818712398409835 13.224402364343403 67.281920559704304 8365.9880222873762 leaf_count=19 31 25 28 21 29 39 136 270 26 36 29 31 345 105 47 16 32 22 49 221 25460 internal_value=2.42818e-06 0.00089496 -0.00562537 -0.000144771 0.0020919 0.00131234 0.00051284 -0.000704323 -0.00706105 -1.83111e-05 -0.00150797 -0.00242876 -0.00163243 -0.000690971 1.26544e-05 7.0204e-06 -0.00314715 0.00434776 -0.0106758 2.35965e-05 2.88958e-05 internal_weight=8865.74 201.33 31.2262 22.406 170.104 160.426 151.053 137.919 16.0647 8664.41 176.438 164.281 155.493 145.339 8487.97 8482.59 44.3454 22.2224 22.1229 8438.24 8433.27 internal_count=27017 605 100 72 505 476 445 406 51 26412 546 510 481 450 25866 25847 150 69 81 25697 25681 is_linear=0 shrinkage=0.03 Tree=1762 num_leaves=31 num_cat=0 split_feature=8 12 5 5 4 4 11 0 5 7 5 13 10 8 6 5 4 10 11 7 9 5 5 4 11 11 4 4 8 10 split_gain=0.180859 1.01405 1.5277 1.68896 1.11119 3.58336 3.08411 2.82923 3.71242 2.60669 1.75076 1.46619 1.92154 2.65695 1.65188 2.03827 1.83995 0.569635 0.633718 0.500722 2.41806 2.03115 2.59191 1.40906 2.02818 3.03889 2.83959 1.50114 2.36381 2.11989 threshold=6.3000000000000016 1.3000000000000003 1.3350000000000006 1.0250000000000006 1.3350000000000006 1.2650000000000008 0.33333333333333326 575.00000000000011 1.2150000000000005 1.5000000000000002 1.1650000000000007 4.3000000000000016 0.50000000000000022 6.9000000000000012 1.9000000000000001 1.4850000000000008 1.3450000000000006 2.8333333333333344 1.0000000180025095e-35 1.5000000000000002 9.3000000000000025 2.6450000000000009 2.3250000000000011 1.8550000000000004 -0.83333333333333315 -0.33333333333333331 2.015000000000001 1.1450000000000007 6.1000000000000005 1.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 3 -2 5 6 10 8 -7 -8 -3 14 13 -13 16 -16 -6 19 -19 23 21 22 -21 27 26 -26 -25 29 -29 -1 right_child=1 4 -4 -5 11 7 9 -9 -10 -11 -12 12 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=0.00088956097917737001 -0.00095444038695598091 0.013350346103579332 0.004014137907140088 -0.019516901565522642 -0.016935505188379423 0.020925235668717044 -0.013721237321554929 0.026851939631233217 0.00034285284574098478 0.0034252590046047605 0.00043904831893474351 0.021836936448729756 -0.0073358641505913138 -0.00064913031708424801 0.00044920328684386812 -0.0089645420612706212 -0.00025166191792218415 -0.001191683011647108 0.013478599132943723 -0.00032349478435837953 0.016939987464523756 0.015098189635684441 -0.012104091697191918 0.0034199969647066291 0.0087651104756673627 0.0014918026099996901 -0.0084800070008741631 -0.00046917529899252557 0.0042381566631881354 0.011100824531176119 leaf_weight=943.25792765244842 7.9950450584292474 12.165967278182505 8.910967677831648 9.8425281643867475 5.9951692670583716 10.870520129799841 23.9302978515625 6.8662290424108496 28.735542118549347 11.971496567130087 42.372962683439255 10.12623786181212 6.7138542905449858 8.8736519627273065 37.066307872533798 46.883662514388561 775.60871696844697 4.7657296583056432 5.9696759656071663 2258.8321785684675 7.2951696813106528 7.6251950226724139 16.934443853795528 36.16258005797863 66.097680058330297 237.35412655770779 36.025487087666988 2579.2739855200052 99.719498850405216 18.659683346748352 leaf_count=3284 31 43 32 42 22 36 98 23 97 45 158 38 34 37 149 192 3430 22 22 8110 23 30 74 132 256 916 146 9085 350 60 internal_value=7.17932e-07 -0.000362904 -0.00612955 -0.011197 -0.000212882 0.00230342 -0.00117562 0.00907405 0.00599202 -0.00800372 0.00331916 -0.000599426 0.00646012 0.0113351 -0.00080915 -0.0048081 -0.000379633 6.14328e-05 0.00696607 4.96806e-05 -0.000304271 -0.000359364 -0.000411157 0.000251543 0.0020009 0.00307607 -0.00251871 7.10587e-05 -0.000293955 0.00108764 internal_weight=7372.9 1054.93 26.7485 17.8376 1028.18 136.913 90.4407 46.4723 39.6061 35.9018 54.5389 891.268 25.7137 18.9999 865.554 83.95 781.604 6317.97 10.7354 6307.24 2290.69 2283.39 2275.77 4016.55 375.64 303.452 72.1881 3640.91 2678.99 961.918 internal_count=27017 4507 105 73 4402 500 344 156 133 143 201 3902 109 75 3793 341 3452 22510 44 22466 8237 8214 8184 14229 1450 1172 278 12779 9435 3344 is_linear=0 shrinkage=0.03 Tree=1763 num_leaves=24 num_cat=0 split_feature=2 4 4 4 7 11 11 11 5 0 12 5 5 13 11 10 7 4 9 3 6 8 8 split_gain=0.182096 1.54143 1.23635 1.83893 4.45612 2.43152 1.85355 2.93365 2.24112 1.0231 0.46894 2.12644 1.38051 1.43373 1.31713 0.446982 1.28957 0.544991 2.75568 1.0142 0.407203 2.47477 0.527098 threshold=2.3000000000000003 1.3450000000000006 1.4250000000000005 1.6350000000000005 1.9000000000000001 -0.83333333333333315 0.50000000000000022 0.83333333333333337 1.2550000000000006 525.00000000000011 5.1000000000000005 2.0750000000000011 2.265000000000001 1.7000000000000004 -1.0000000180025095e-35 2.5000000000000004 1.1000000000000003 2.5950000000000011 6.9000000000000012 1.7000000000000004 0.3000000000000001 7.1000000000000005 7.3000000000000016 decision_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 9 -3 4 5 -4 8 -8 -5 -2 15 -12 -13 -14 -15 17 -17 20 19 -19 21 -1 -22 right_child=1 2 3 6 -6 -7 7 -9 -10 -11 11 12 13 14 -16 16 -18 18 -20 -21 22 -23 -24 leaf_value=-0.0036621355553952363 -0.024486392252025476 0.010092213014229709 -0.025814867444582272 -0.0045993600485103861 0.012866790516015865 -0.0068122896248557479 -0.010088682841692511 0.0002205081050492736 0.0031101555496314231 -0.0037696670583562022 0.01937194496488967 -0.012229446152908297 -0.0072241485939096651 -0.0056871521537206994 0.012837457080989666 -0.015487074295910792 0.0022577845807164655 -0.015829334673255924 0.030951059605549131 0.007312585256404938 9.1807447842897393e-05 0.015451255394016235 -0.0012148618136048779 leaf_weight=74.511245563626289 3.9164580702781659 9.9594911560416204 7.4316305778920642 41.367570576723665 9.1566362082958204 32.842750992625952 35.646968190558255 81.96674391021952 188.88639356149361 4.7445094995200634 6.234817460179328 6.4096796959638587 8.0284778475761431 4.6666252762079266 13.298216197639702 6.3155540600419036 8.8522072285413724 3.1869864827021939 3.0185444504022598 3.6637471206486225 6863.3711121398956 6.6401053704321376 289.56705711223185 leaf_count=321 21 39 27 368 39 131 230 414 1026 23 20 20 29 21 57 22 36 34 11 18 22883 30 1197 internal_value=-3.47705e-06 -0.00061404 -0.000347706 -0.000609414 -0.00602384 -0.0103187 0.000159961 -0.00290405 0.00172506 -0.0131377 3.13206e-05 0.00332758 0.000240401 0.00331533 0.00802542 1.37758e-05 -0.00513082 2.45478e-05 0.00706949 -0.00345312 1.49365e-05 -0.00209821 3.89105e-05 internal_weight=7713.68 415.919 407.258 397.299 49.431 40.2744 347.868 117.614 230.254 8.66097 7297.76 38.6378 32.403 25.9933 17.9648 7259.13 15.1678 7243.96 9.86928 6.85073 7234.09 81.1514 7152.94 internal_count=27017 2318 2274 2235 197 158 2038 644 1394 44 24699 147 127 107 78 24552 58 24494 63 52 24431 351 24080 is_linear=0 shrinkage=0.03 Tree=1764 num_leaves=21 num_cat=0 split_feature=9 6 9 0 2 8 4 5 4 9 6 4 6 12 9 8 12 4 4 4 split_gain=0.179468 1.86793 0.375283 3.19824 1.97788 2.04021 1.94419 1.21055 1.05438 0.278409 1.28571 1.73187 1.73895 0.293143 2.13203 1.88438 1.40176 1.01225 2.63451 2.02558 threshold=1.5000000000000002 1.5000000000000002 2.1000000000000005 525.00000000000011 1.1000000000000003 4.7000000000000002 1.0850000000000006 0.98000000000000043 1.2750000000000006 2.3000000000000003 0.90000000000000013 1.7300000000000004 1.7000000000000004 1.9000000000000001 2.7000000000000006 7.1000000000000005 1.5000000000000002 0.93000000000000027 0.94500000000000017 0.88500000000000023 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 6 8 -2 -5 -6 10 -4 12 -12 14 16 -16 -11 19 -19 -15 right_child=2 -3 9 7 5 -7 -8 -9 -10 13 11 -13 -14 17 15 -17 -18 18 -20 -21 leaf_value=0.0063701686880687294 0.01187441791696954 -0.015878359273277045 0.0066415900685977041 -0.00058088240762258858 -0.0020820744868806844 0.02460062979892114 -0.009017298991299421 -0.016815027954408479 0.014085838112501768 0.012784513559167899 -0.013462125284364541 0.0088319228239292259 -9.5808487042698843e-05 -4.7896787067943531e-05 0.00039482973619479786 -0.0043022229532892172 0.0025423885427368685 0.010602619212949513 -4.3197587467269783e-05 -0.0056262352258206758 leaf_weight=7.7194605171680433 6.6315268427133587 6.0642989203333855 11.726853750646113 8.3355605602264422 7.2569161355495471 8.3723209574818593 10.137227416038511 8.2013638168573362 7.263901561498642 19.218653082847595 19.053187936544418 7.1966564804315558 16.215291097760201 176.04636435210705 1609.9318294227123 80.724959425628185 32.136413276195526 20.986508445814252 6714.184520015493 87.803791455924511 leaf_count=31 20 19 38 25 23 29 30 26 22 54 55 23 48 587 4616 230 92 68 20690 291 internal_value=2.23724e-06 -0.00341829 7.56381e-06 0.0024513 0.00707249 0.0128062 -0.000755267 -0.00863209 0.00600577 -8.05091e-06 -0.0021517 -0.00457998 -0.00731673 5.2391e-06 0.000353474 0.000170556 0.00637531 -8.14345e-05 -1.00257e-05 -0.00190425 internal_weight=8865.21 13.7838 8851.42 56.1988 39.6619 22.8931 16.7688 16.5369 14.5208 8795.23 54.192 42.4651 35.2685 8741.03 1742.01 1690.66 51.3551 6999.02 6735.17 263.85 internal_count=27017 50 26967 175 124 74 50 51 45 26792 164 126 103 26628 4992 4846 146 21636 20758 878 is_linear=0 shrinkage=0.03 Tree=1765 num_leaves=31 num_cat=0 split_feature=9 8 10 3 5 5 5 8 5 6 3 5 8 9 13 10 2 7 9 12 2 7 8 10 11 9 5 6 4 9 split_gain=0.184894 0.240907 1.2246 2.23235 4.46091 2.30447 1.9158 1.78566 1.47911 2.42494 1.89987 1.12728 0.966458 0.807954 0.310769 1.81697 2.53769 2.51538 2.51001 2.54515 2.10926 1.59108 0.694437 2.13049 2.48746 1.21092 3.00474 1.85971 0.436851 0.0472158 threshold=1.3 2.5000000000000004 -0.49999999999999994 0.90000000000000013 1.4350000000000007 1.6050000000000004 1.0950000000000004 2.3000000000000003 1.2550000000000006 1.9000000000000001 0.70000000000000007 0.89000000000000024 2.3000000000000003 3.5000000000000004 3.9000000000000008 0.33333333333333326 0.70000000000000007 2.3000000000000003 2.9000000000000004 3.7000000000000006 0.90000000000000013 2.7000000000000006 3.9000000000000004 -2.1666666666666656 -1.4999999999999996 5.3000000000000016 0.98000000000000043 2.5000000000000004 1.4050000000000007 0.70000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=29 2 3 7 12 -6 11 -2 9 -8 -10 -4 -5 -13 22 18 17 -17 21 -20 -18 -16 23 28 -25 27 -27 -24 -3 -1 right_child=1 14 6 4 5 -7 8 -9 10 -11 -12 13 -14 -15 15 16 20 -19 19 -21 -22 -23 25 24 -26 26 -28 -29 -30 -31 leaf_value=0.0022696701642886891 0.0043645838628930496 0.019752717900729591 -0.0011258463934408762 -0.0084451012099767547 0.01849292705862594 -0.00099604577322811596 0.012434272895332764 0.025640722258292798 -0.020234727230092807 -0.0087165427364457246 -0.0016852630509014922 -0.0078180471056869816 -0.025046179601653954 -0.022500918591026736 -0.014373913916617381 0.015138442369570888 -0.0070034692352650097 -0.00046371499027287786 -0.00047557419480485013 -0.010332166237522106 0.0015257286925487265 -0.00031294912686839641 0.0002155573160770926 -0.0051470783449519882 0.00083157099667824884 -0.010143717164314506 -0.00050256814261969893 0.0065426551950185314 0.0076496986147207213 0.0069514603018388972 leaf_weight=3.8443979490548363 9.1383599787950498 5.6111705750226957 6.9085348546505001 7.9222400188446027 9.1774880439043063 13.482625730335711 15.557936832308771 5.8057397529482833 5.2782963365316382 7.107128605246543 84.9109752997756 6.0568602532148343 5.2460913360118866 7.6117354333400726 21.871143192052841 22.261653482913971 31.036882854998112 15.972359851002691 384.26905587688088 25.11901094391942 163.88395247980952 10.828797377645968 2940.9985531624407 65.57953792065382 1393.170194260776 29.517748489975929 2022.8630263861269 42.412909142673016 5.1451565325260162 3.9108853414654732 leaf_count=24 33 19 29 32 31 59 55 20 21 26 335 23 23 30 88 73 110 55 1382 104 606 43 10851 258 4702 126 7679 143 21 16 internal_value=9.02407e-07 -3.97283e-06 -0.00107524 0.00289013 -0.00117251 0.00689711 -0.00258411 0.0126303 -0.00104914 0.00580197 -0.00277086 -0.0110026 -0.0150588 -0.0159946 2.35085e-05 -0.000589074 0.0015538 0.0086206 -0.00171922 -0.00108035 0.00016764 -0.00971753 8.7094e-05 0.000660883 0.000562795 -8.03447e-05 -0.000641229 0.000305505 0.0139634 0.00463063 internal_weight=7372.5 7364.75 184.204 50.7725 35.8284 22.6601 133.431 14.9441 112.854 22.6651 90.1893 20.5771 13.1683 13.6686 7180.54 675.243 233.155 38.234 442.088 409.388 194.921 32.6999 6505.3 1469.51 1458.75 5035.79 2052.38 2983.41 10.7563 7.75528 internal_count=27017 26977 717 198 145 90 519 53 437 81 356 82 55 53 26260 2461 844 128 1617 1486 716 131 23799 5000 4960 18799 7805 10994 40 40 is_linear=0 shrinkage=0.03 Tree=1766 num_leaves=10 num_cat=0 split_feature=8 9 9 11 9 9 11 13 2 split_gain=0.18754 0.375391 0.770599 0.245185 1.35036 1.4984 0.308472 1.87964 0.394691 threshold=0.70000000000000007 1.5000000000000002 1.7000000000000004 1.8333333333333337 3.1000000000000005 3.7000000000000006 1.5000000000000004 3.3000000000000007 2.9000000000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 6 -5 -6 8 -8 -4 right_child=1 2 3 4 5 -7 7 -9 -10 leaf_value=0.0046334007159833162 0.006749410764416733 -0.010340711311029531 1.2592497295826874e-05 -0.013714312069187594 0.0088928509491850716 -0.0012103030087256288 -0.00031310595512318751 0.0062883723783791383 -0.0021044908403967384 leaf_weight=7.842457838356494 7.3914464237168422 6.4988104514777651 7155.3830202529207 7.253605503588914 14.124661263078449 204.38278709538281 180.73898709192872 49.435658656060696 80.142048878129572 leaf_count=30 33 39 24739 33 51 693 623 156 620 internal_value=-3.43394e-06 -8.15328e-06 -1.46418e-05 -5.91689e-06 -0.000979951 -0.000557219 2.35377e-05 0.00110472 -1.08567e-05 internal_weight=7713.19 7705.35 7697.96 7691.46 225.761 218.507 7465.7 230.175 7235.53 internal_count=27017 26987 26954 26915 777 744 26138 779 25359 is_linear=0 shrinkage=0.03 Tree=1767 num_leaves=19 num_cat=0 split_feature=12 13 4 4 2 11 7 10 10 5 8 6 6 9 11 4 0 4 split_gain=0.178049 0.937331 0.917248 0.909388 0.958955 2.471 2.9422 2.72194 1.159 1.11634 0.799024 0.779055 1.30723 2.42996 2.64178 0.926673 2.09969 1.21921 threshold=2.5000000000000004 5.9000000000000012 0.71500000000000019 2.3250000000000006 1.7000000000000004 0.33333333333333326 1.5000000000000002 0.83333333333333337 -2.4999999999999991 2.3150000000000008 1.7000000000000004 3.3000000000000003 2.9000000000000004 3.3000000000000003 -0.83333333333333315 0.88500000000000023 525.00000000000011 1.1450000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 4 8 6 -6 -7 -1 -10 -2 12 15 -14 -15 16 -4 -17 right_child=2 -3 11 -5 5 7 -8 -9 9 -11 -12 -13 13 14 -16 17 -18 -19 leaf_value=-0.010485118513250435 -0.0012255883199148551 -0.010325111180315413 0.0070750399649139378 0.010169209624512086 -0.005361686085283526 -0.014344427971603747 0.0058928142985775782 0.0061705627450397704 -7.110988437897819e-06 -0.0083131214658245019 -0.015537391472543741 0.0084790264258483659 0.012633650371656832 0.0077675974700523176 -0.015381321784291866 -0.0014543393112241038 -0.0050714834260388465 0.00027487055810601006 leaf_weight=9.5790174603462201 8.0544904395937902 8.1180439442396146 46.754143811762333 7.7146796509623519 44.45638594776392 25.836077954620123 39.463041365146637 7.513496756553649 3992.6925644129515 14.61641753464937 6.223695032298564 10.088594418019055 5.1565729081630733 5.7819815762341085 19.072171457111832 402.15365693159401 17.641174796968699 4193.8771957708523 leaf_count=28 29 27 155 31 131 78 125 22 11516 60 33 33 16 21 81 1372 68 13191 internal_value=2.15916e-06 -0.000141147 0.000128298 -0.000121187 -0.000140389 -0.0028145 -6.92666e-05 -0.0097225 -6.23212e-05 -3.74067e-05 -0.00746394 0.00015136 0.000133448 -0.00610771 -0.00999604 0.000173638 0.00374749 0.000123564 internal_weight=8864.79 4149.99 4714.8 4141.87 4134.16 117.269 83.9194 33.3496 4016.89 4007.31 14.2782 4700.53 4690.44 30.0107 24.8542 4660.43 64.3953 4596.03 internal_count=27017 12018 14999 11991 11960 356 256 100 11604 11576 62 14937 14904 118 102 14786 223 14563 is_linear=0 shrinkage=0.03 Tree=1768 num_leaves=31 num_cat=0 split_feature=10 7 13 7 6 8 9 0 8 2 3 3 5 4 6 6 5 7 4 4 8 11 3 4 8 6 5 10 8 8 split_gain=0.179415 2.46753 1.8501 3.3105 2.93144 2.57338 2.42413 4.16408 2.27035 2.60786 2.49319 1.88906 1.43873 3.35919 2.60249 2.12737 1.71985 0.417521 2.16319 2.51951 2.10106 2.02782 3.0607 2.45305 1.36118 1.51037 1.00417 0.898632 0.807615 0.493304 threshold=-1.4999999999999996 2.1000000000000005 2.5000000000000004 0.90000000000000013 0.90000000000000013 4.5000000000000009 7.5000000000000009 475.00000000000006 3.5000000000000004 1.5000000000000002 1.5000000000000002 1.1000000000000003 1.3250000000000008 1.2750000000000006 1.3 1.5000000000000002 1.5450000000000002 2.1000000000000005 2.2150000000000007 2.0850000000000013 8.5000000000000018 -0.66666666666666619 1.9000000000000001 0.93000000000000027 5.9000000000000012 1.1000000000000003 1.3950000000000007 0.50000000000000022 1.1000000000000003 9.9000000000000021 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 5 -5 -4 8 -8 10 -10 -1 -6 13 -3 -15 16 -14 28 19 21 26 22 -19 -23 -21 -26 -20 -28 -2 -30 right_child=17 12 3 4 11 -7 7 -9 9 -11 -12 -13 15 14 -16 -17 -18 18 20 24 -22 23 -24 -25 25 -27 27 -29 29 -31 leaf_value=-0.022925298233720193 -0.011089269314898387 0.019192572609440278 0.0023684047385923615 0.016887204686136865 -0.004518940528348535 0.025050493764811724 -0.010849337607376903 0.021788350124611996 0.0024615765921906559 -0.0056618501689393308 -2.8465115146333978e-05 0.0023544216798228211 -0.018963226466971971 -0.023932520011061206 0.0027467445239085057 -0.023323845161612147 0.0040755084861338114 0.0044347130721465325 -0.022163390998352964 0.001938561942786214 0.015071418478753741 0.0071600044378175966 -0.0087067453019232348 -0.0009086562926218858 0.031341191827842771 0.00900266051482034 0.00079363950293278869 -0.016978856594933842 -2.2222047792866627e-05 -0.0068255384830987068 leaf_weight=10.177231110632421 5.9514466002583495 5.1254438161850002 8.4516675993800181 9.774118170142172 55.241714928299189 9.6324154213070852 5.6430408060550681 9.3435575217008573 66.75942113250494 76.12277540192008 7.3863903954625121 103.24955822713673 4.6698422804474848 6.0424041058868152 7.2257816977798939 9.6938991956412774 7.7655867114663124 179.76463782787323 6.6256798319518628 7.4243493080139187 2.7845004722475997 36.575292028486729 17.503668427467346 465.61312366276979 4.7465703636407834 6.3930162116885185 5.6894695535302144 4.6558622382581234 6216.4742852952331 9.6069608107209188 leaf_count=41 34 19 28 38 213 32 22 34 239 323 27 383 21 36 31 38 30 661 59 30 19 123 66 1729 25 25 31 34 22576 50 internal_value=1.05576e-06 -0.000614953 0.000171371 0.00225292 0.000942062 0.0144499 -0.00203971 0.00949898 -0.00311749 -0.00186631 -0.013296 -4.12706e-05 -0.00763512 -0.00143485 -0.00940314 -0.0127887 -0.00457616 3.66125e-05 0.000711455 0.000980907 -0.00908187 0.000691396 0.00326867 -0.000321001 0.0118892 0.0185211 -0.0130448 -0.00720478 -4.32784e-05 -3.27197e-05 internal_weight=7372.11 402.305 361.782 186.349 168.265 18.0841 175.432 14.9866 160.446 142.882 17.5636 158.491 40.523 18.3936 13.2682 22.1293 12.4354 6969.81 737.776 718.021 19.7555 699.457 197.268 502.188 18.5639 11.1396 16.971 10.3453 6232.03 6226.08 internal_count=27017 1555 1380 694 634 60 686 56 630 562 68 596 175 86 67 89 51 25462 2802 2659 143 2579 727 1852 80 50 124 65 22660 22626 is_linear=0 shrinkage=0.03 Tree=1769 num_leaves=31 num_cat=0 split_feature=4 4 12 9 8 10 2 2 0 2 0 4 9 13 11 0 12 5 4 3 4 9 6 13 6 11 11 4 9 4 split_gain=0.184823 2.02564 3.61605 3.20326 2.99898 2.3503 3.1843 2.32145 2.19849 2.0245 2.62248 2.11517 1.8527 1.55727 1.4055 2.52919 4.64908 3.26933 5.3607 3.50793 2.89385 3.25048 2.63094 2.23005 4.80594 2.40185 1.98239 3.05237 3.71374 2.81136 threshold=1.0950000000000009 1.1350000000000007 2.5000000000000004 4.9000000000000012 4.9000000000000012 -0.33333333333333331 1.3 1.3 575.00000000000011 0.90000000000000013 575.00000000000011 1.1150000000000007 6.1000000000000005 3.9000000000000008 -0.66666666666666663 350.00000000000006 1.3000000000000003 1.4750000000000008 1.0750000000000008 1.5000000000000002 1.0050000000000006 4.7000000000000002 2.3000000000000003 3.7000000000000006 0.70000000000000007 -0.83333333333333315 -0.33333333333333331 1.0350000000000008 3.3000000000000003 1.0650000000000006 decision_type=2 2 2 2 2 2 2 2 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 9 5 8 6 -4 -7 -5 10 12 -12 -2 -11 15 16 -1 23 19 -19 22 -22 -18 24 -17 -25 -16 -28 29 -29 right_child=1 -3 3 4 -6 7 -8 -9 -10 13 11 -13 -14 -15 26 17 20 18 -20 -21 21 -23 -24 25 -26 -27 27 28 -30 -31 leaf_value=-0.01855934379397238 -0.0021244507561415616 4.6677233201953733e-05 -0.012866394388960763 -0.0031644885388962003 0.010561538452585569 0.019264547529397266 0.014194883254843848 0.0033772824627995349 -0.019857365143153696 -0.0072180439097016538 0.018922483374957229 -0.0038730332306208372 -0.012546301602418066 -0.020431998837047133 -0.0037494359369411581 0.029270500321061703 -0.0052582661182503749 -0.0038881436311178292 -0.018820860493310068 0.0074435696174075874 -0.0036105945562699797 0.01267372556945324 0.0093208019621321709 0.0069431876690575151 0.0030507185488703845 0.024158710270445298 -0.00082076775795151267 0.024020404978176799 0.0019243128773786082 0.0029457436185409557 leaf_weight=12.811154976487158 73.940514102578163 6015.9966581631452 9.6601106673479098 41.014816641807556 12.17569689452648 18.134634017944336 6.578478291630744 15.22874081879854 8.5874913483858091 67.859973482787609 8.6162650659680349 6.3731394112110129 19.374252930283546 9.1035818606615049 129.18947225064039 6.7385207489132872 70.463932827115059 45.462591618299484 12.219259828329085 53.544409848749638 17.98272792994976 28.540992319583893 13.232208594679831 17.558801084756851 94.866884239017963 12.476159080863001 653.32139785587788 12.761876728385689 208.82776503264904 10.29062285274267 leaf_count=41 231 21784 29 121 36 53 21 51 25 231 27 19 57 35 405 22 211 133 35 158 60 85 38 53 293 39 2006 43 640 35 internal_value=-3.4907e-06 -7.26566e-05 -0.00249274 0.00177909 -0.00277966 0.00745691 -0.00190349 0.0120128 -0.00605447 -0.0050609 -0.00241727 0.00923037 -0.00428826 -0.00878105 0.000308316 0.00184929 -0.0013155 0.00371312 -7.35485e-05 0.00224021 0.000380964 0.00637938 -0.00295334 0.00691258 0.00478963 0.0140943 -0.000277904 0.000228743 0.00318573 0.0146127 internal_weight=7712.93 6312.64 296.648 111.38 61.778 49.602 16.2386 33.3634 49.6023 185.268 108.304 14.9894 93.3148 76.9636 1400.29 385.898 143.031 242.867 111.226 99.007 130.22 46.5237 83.6961 131.64 101.605 30.035 1014.39 885.202 231.88 23.0525 internal_count=27017 22720 936 336 182 154 50 104 146 600 334 46 288 266 4297 1168 435 733 326 291 394 145 249 407 315 92 3129 2724 718 78 is_linear=0 shrinkage=0.03 Tree=1770 num_leaves=25 num_cat=0 split_feature=13 10 2 5 5 13 5 9 12 4 10 3 12 5 11 6 5 5 10 9 5 11 5 4 split_gain=0.182635 0.181887 1.31178 1.04412 2.6312 3.06499 2.55877 2.34818 2.30996 1.0714 0.852676 1.72943 2.23526 1.82421 3.10139 2.64561 1.0503 0.949097 3.88866 3.98791 1.24429 5.81841 0.968681 0.083386 threshold=6.1000000000000005 -0.49999999999999994 1.0000000180025095e-35 2.2950000000000013 2.3750000000000009 2.5000000000000004 2.2150000000000012 6.5000000000000009 3.3000000000000007 0.92500000000000027 -0.33333333333333309 0.3000000000000001 1.5000000000000002 1.2450000000000008 -0.33333333333333331 2.5000000000000004 0.98000000000000043 2.7150000000000007 0.33333333333333326 6.9000000000000012 2.6050000000000009 0.50000000000000022 2.2550000000000012 1.5550000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 5 -5 9 -6 -8 -4 11 12 16 14 -13 -15 -3 20 23 -20 22 -22 -12 -19 right_child=-2 10 3 4 7 -7 8 -9 -10 -11 17 13 -14 15 -16 -17 -18 18 19 -21 21 -23 -24 -25 leaf_value=-0.012903434617343227 0.0046028398782579066 0.005086426110671647 -0.0023247281526865499 0.0027943422967975418 -0.008520172450699982 0.027230347580631153 0.0014445940796885908 0.0047960026786244498 -0.014344100255856498 0.00039749994730561882 0.00014936973157992896 0.00050944188245553607 -0.006776479098739463 -0.00061315725858212492 -0.0052935260544828087 0.0070253243749485396 0.020201424140575183 -0.022800304123919427 0.022607242324162169 -0.011256080560451319 0.022292163000415303 -0.01622449831747896 -0.00244213771599223 -0.029799943956240995 leaf_weight=6.8521324396133414 7.758193999528884 7.6828753203153672 137.5747701600194 10.589681975543501 17.753123860806227 8.1944167390465719 14.000262707471846 36.26285694912076 20.626946449279785 2401.2418439052999 4841.0982411019504 144.11392016708851 7.2031779438257209 788.25349716469646 195.10999399423599 43.036917265504599 8.9661481380462629 3.0754783060401705 5.3338738717138749 7.57465183082968 9.9414927028119546 5.473027314990758 133.38991132844239 3.0515618976205587 leaf_count=23 25 23 428 43 79 26 51 166 79 7180 14535 413 22 2449 561 149 25 26 32 46 41 29 550 16 internal_value=1.9357e-06 -2.09469e-06 0.000205793 0.000239738 0.00378276 0.0134544 0.000139509 0.000419451 -0.00796051 0.000249986 -9.10063e-05 -0.000811294 0.00718572 -0.000974253 -0.00282823 -0.000217704 0.0132264 8.07441e-05 -0.00660526 0.00273643 0.00010625 0.00861657 7.9879e-05 -0.0262865 internal_weight=8864.16 8856.4 2653.1 2646.24 72.8001 18.7841 2573.44 54.016 34.6272 2538.82 6203.3 1194.37 23.8522 1170.51 339.224 831.29 16.649 5008.94 19.0356 12.9085 4989.9 15.4145 4974.49 6.12704 internal_count=27017 26992 8075 8052 314 69 7738 245 130 7608 18917 3642 70 3572 974 2598 48 15275 120 78 15155 70 15085 42 is_linear=0 shrinkage=0.03 Tree=1771 num_leaves=29 num_cat=0 split_feature=9 5 5 9 4 13 4 8 11 9 2 0 10 12 5 11 4 6 9 10 8 5 13 4 5 4 5 9 split_gain=0.181339 0.232195 1.21471 1.31502 1.85378 1.69409 1.68797 1.86364 1.82712 1.24583 1.58956 3.23889 1.25419 1.10845 0.805403 1.08896 3.16781 3.02908 1.88119 4.37675 2.56543 0.735333 3.82272 1.95866 0.671417 1.61058 1.31413 0.0443178 threshold=1.3 0.88500000000000023 0.8650000000000001 3.1000000000000005 0.95000000000000018 1.9000000000000001 1.2750000000000006 4.7000000000000002 -1.0000000180025095e-35 4.7000000000000002 1.3 350.00000000000006 0.33333333333333326 1.3000000000000003 0.92500000000000027 0.50000000000000022 1.3650000000000009 0.90000000000000013 4.3000000000000016 -0.33333333333333309 4.1000000000000005 0.93000000000000027 3.3000000000000007 1.195000000000001 0.97000000000000031 0.8500000000000002 0.98000000000000043 0.70000000000000007 decision_type=2 2 2 2 2 2 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 13 -6 8 -8 -2 10 11 -4 -12 -5 15 18 -17 -18 19 -3 -20 22 23 -16 25 -23 -26 -1 right_child=1 14 9 4 5 -7 7 -9 -10 -11 12 -13 -14 -15 21 16 17 -19 20 -21 -22 24 -24 -25 26 -27 -28 -29 leaf_value=0.0022964111149883252 0.0083989371967797353 0.015644983422448581 0.015967949146411056 -0.019784859985177136 -0.0074486698416474824 0.0037450912258323852 -0.016286902964953432 -0.0023398125040490947 -0.0070621601273654746 -0.019355089823793321 -0.024071932062938416 -0.0081465865243342019 -0.0013566817453790952 -0.0014515227269596325 -0.025328167319405393 0.022759302039345664 0.015579222304353654 -0.013992709725975055 0.0056642978925048335 -0.0031180228025400273 -0.013321282848746206 -0.01308624671138372 0.01044664075365281 -0.005255066454283008 -0.0055463387250751757 0.0031487271515737432 3.7373450375611144e-06 0.0068320305308916564 leaf_weight=3.8410874158143988 16.330122977495197 19.171569805592299 7.9390221685171189 5.4142479598522169 13.567713618278502 117.96994868665934 14.370397694408892 21.557691723108292 11.886038616299627 5.3591089323163024 5.0923404991626722 13.600056752562521 3.8351564407348633 6.5694812014698982 6.987416207790381 8.6378079354763049 5.6215086132287961 6.998352438211441 11.029686644673349 26.872145906090736 15.278697222471235 5.7988150864839545 9.7061924636363965 11.701365940272806 38.612367570400238 106.54228376597166 6847.5276425480843 3.9150693640112877 leaf_count=24 57 67 26 24 57 454 57 99 47 26 29 51 17 26 29 27 24 26 36 94 59 20 34 53 160 377 25001 16 internal_value=1.10358e-06 -3.72534e-06 -0.000914696 -3.45977e-05 0.00156138 0.00259049 -0.00360556 -0.00791832 0.00188596 -0.00601623 -0.00366991 0.000741715 -0.0143137 -0.00973452 2.74261e-05 0.00279178 0.00876123 -0.000819913 0.0010379 0.00469447 -0.00536165 -9.39972e-06 -0.00482736 -0.0127601 1.01482e-05 0.00231071 -2.73834e-05 0.00458585 internal_weight=7371.73 7363.98 243.491 207.666 143.521 131.538 64.1443 35.9281 28.2162 35.8257 30.4666 21.5391 8.9275 11.9837 7120.49 93.6098 21.2577 12.6199 72.3521 46.0437 26.3084 7026.88 28.395 18.6888 6998.48 112.341 6886.14 7.75616 internal_count=27017 26977 970 821 561 511 260 156 104 149 123 77 46 50 26007 333 77 50 256 161 95 25674 116 82 25558 397 25161 40 is_linear=0 shrinkage=0.03 Tree=1772 num_leaves=22 num_cat=0 split_feature=4 11 4 8 5 5 7 4 10 8 8 4 3 4 10 8 4 0 4 12 4 split_gain=0.183016 1.09771 1.19391 0.799439 1.36196 0.837282 0.955767 0.744056 0.945911 0.533856 0.289955 1.71216 0.865406 1.08355 0.5426 0.454664 0.415499 1.30286 0.571967 0.00123168 0.000391677 threshold=2.6350000000000011 -0.66666666666666619 2.6550000000000007 7.9000000000000012 1.9650000000000005 2.0750000000000011 1.3 2.5850000000000013 1.1666666666666672 8.1000000000000014 9.3000000000000025 2.3550000000000009 1.5000000000000002 1.9900000000000007 -0.66666666666666663 9.1000000000000014 2.5350000000000006 475.00000000000006 2.495000000000001 3.5000000000000004 2.745000000000001 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=7 9 -3 5 19 6 -4 10 -9 20 15 12 14 -14 -12 16 18 -18 -1 -5 -2 right_child=1 2 3 4 -6 -7 -8 8 -10 -11 11 -13 13 -15 -16 -17 17 -19 -20 -21 -22 leaf_value=-6.4532191184379292e-06 -0.022295754908208815 -0.020111893738513013 0.02016977632726245 -0.022258142458862512 0.0096420407791103883 -0.0061736427502084761 0.002121294085019208 -0.001328933798240701 0.017429591645268392 -0.0038234392790457662 -0.0072516583838830636 0.014723787185793339 0.0091159979110537002 -0.010610079873684324 -0.024326643431257733 0.0072035927131325504 -0.024529996975244148 0.0018376797391264476 0.0064263499699075393 -0.02095360372165949 -0.021640031545228051 leaf_weight=7627.0955027583987 1.5734739694744377 2.2169487625360516 5.2087189806625265 1.0755775226280087 2.3646397721022367 3.3598078601062289 5.3559940503910184 4.7056901231408101 4.9793703965842724 2.6331933410838246 3.2689380645751953 3.7732964456081381 4.3952493518590909 5.830970324575901 3.4349746629595819 7.8873581513762465 2.5419368632137767 5.0117634199559689 12.46009895019233 1.6515472540631888 1.7117068506777284 leaf_count=26421 17 13 36 15 15 17 52 39 20 30 19 22 16 29 21 34 18 46 76 37 24 internal_value=-3.27954e-06 -0.00246196 0.000722677 0.0031516 -0.00702041 0.00687119 0.0110197 5.40672e-06 0.00831537 -0.0138874 -5.07864e-06 -0.00355059 -0.00762348 -0.00213177 -0.0160006 4.51042e-06 -2.91483e-06 -0.00703545 4.03867e-06 -0.0214681 -0.0219541 internal_weight=7712.54 27.1516 21.2332 19.0163 5.09176 13.9245 10.5647 7685.39 9.68506 5.91837 7675.7 20.7034 16.9301 10.2262 6.70391 7655 7647.11 7.5537 7639.56 2.72712 3.28518 internal_count=27017 256 185 172 67 105 88 26761 59 71 26702 107 85 45 40 26595 26561 64 26497 52 41 is_linear=0 shrinkage=0.03 Tree=1773 num_leaves=30 num_cat=0 split_feature=7 2 8 4 10 6 12 6 12 9 13 5 4 13 3 0 5 2 11 12 12 7 5 4 4 4 5 9 5 split_gain=0.177183 1.72667 1.92468 2.8689 1.98138 1.78204 1.37087 1.27512 1.03569 0.788728 0.434911 1.42931 1.77792 2.43637 2.04342 1.60622 0.367533 1.48695 1.94381 2.75962 1.45377 0.793443 0.342152 1.84957 3.3041 3.26129 1.32462 1.94851 0.402527 threshold=2.7000000000000006 0.50000000000000011 3.3000000000000003 1.0550000000000004 -1.1666666666666663 1.3 2.5000000000000004 1.9000000000000001 1.3000000000000003 4.3000000000000016 4.9000000000000012 1.8100000000000005 1.6250000000000002 5.1000000000000005 1.1000000000000003 475.00000000000006 0.7150000000000003 1.7000000000000004 -0.33333333333333331 1.7000000000000004 1.5000000000000002 1.7000000000000004 0.8500000000000002 1.3750000000000007 1.3050000000000008 1.4750000000000008 0.88500000000000023 2.5000000000000004 1.2550000000000006 decision_type=2 2 2 2 2 2 2 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 8 7 -4 6 -6 -5 9 -2 -3 16 12 13 14 -12 -15 17 18 20 -20 -1 -19 23 24 -18 -25 27 -24 -28 right_child=1 2 3 4 5 -7 -8 -9 -10 -11 11 -13 -14 15 -16 -17 22 21 19 -21 -22 -23 26 25 -26 -27 28 -29 -30 leaf_value=-0.0035534635482414195 0.01938684923585738 -0.0039289510554350454 -0.014972256138990551 -0.019667615344801433 -0.0029056932414113744 0.0041281807993712241 -0.0020131810320540228 0.017637937596706732 0.0034669198418523324 0.0096049958268858548 -0.0023282575630663889 0.010383341116127334 -0.018353581098448101 0.012678171554461071 -0.020172853106596802 -0.0019735481111022605 -0.0018393616748115015 0.0042032829278567463 0.0073210305141797865 -0.012555852067766245 0.013603350721030472 0.020428225277192097 -0.010712138490371045 0.012551060451849588 -0.017542278023246691 -0.0013192965367898389 -0.00037055406953867364 0.0057549455330104648 0.00010270222007651632 leaf_weight=6.9969840347766903 6.7688001096248618 7.5481977015733737 12.338917747139929 7.1535075902938869 54.672470510005951 79.63371753692627 8.8630005568265897 8.2139242589473707 8.053835064172743 7.9647438228130341 15.636804968118669 7.0040310919284812 6.8230148106813422 11.379004634916784 9.1579903662204725 16.496310442686081 76.048347890377045 5.37376821041107 10.016401037573816 16.880589373409748 12.186770617961882 5.4777761399745941 7.1951303035020819 19.652061000466347 14.332503318786619 68.211604818701744 2202.893815651536 63.918975070118904 6086.8428150480613 leaf_count=20 20 22 36 21 168 238 30 24 23 23 47 24 21 36 30 53 215 21 31 53 41 28 22 56 40 221 6425 189 18839 internal_value=1.9508e-06 0.000882026 9.83203e-05 -0.00106599 7.54756e-05 0.00126488 -0.00989824 0.00808036 0.0107368 0.00301973 -1.84914e-05 -0.00243532 -0.00394444 -0.00207785 -0.00891918 0.00400744 2.04744e-07 0.00240261 4.98599e-05 -0.00515373 0.00734566 0.0123935 -1.58127e-05 -0.00131641 -0.00432951 0.00178302 1.19146e-05 0.00408885 -2.30597e-05 internal_weight=8863.74 201.211 186.388 162.662 150.323 134.306 16.0165 23.7269 14.8226 15.5129 8662.52 66.4972 59.4931 52.6701 24.7948 27.8753 8596.03 56.9323 46.0807 26.897 19.1838 10.8515 8539.1 178.245 90.3809 87.8637 8360.85 71.1141 8289.74 internal_count=27017 605 562 493 457 406 51 69 43 45 26412 211 187 166 77 89 26201 194 145 84 61 49 26007 532 255 277 25475 211 25264 is_linear=0 shrinkage=0.03 Tree=1774 num_leaves=18 num_cat=0 split_feature=8 4 2 11 7 12 5 7 8 0 11 5 5 2 8 2 5 split_gain=0.178354 1.73143 1.56239 2.25327 1.88259 3.68844 1.82599 1.42867 0.4459 3.60003 2.04002 0.311795 0.46982 0.360126 3.61863 0.354035 0.19452 threshold=8.7000000000000011 1.4350000000000007 2.3000000000000003 -0.33333333333333331 1.7000000000000004 1.9000000000000001 1.8450000000000004 1.5000000000000002 8.5000000000000018 475.00000000000006 0.33333333333333326 3.1450000000000005 3.0050000000000008 1.0000000180025095e-35 4.3000000000000016 0.3000000000000001 1.2650000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 -2 4 -4 5 -3 -7 -5 11 -10 -11 12 13 14 -1 -15 -6 right_child=1 2 3 7 16 6 -8 -9 9 10 -12 -13 -14 15 -16 -17 -18 leaf_value=-0.017487998014805956 0.018444602805439463 0.027076976149763361 -0.013315746618266941 0.0041663522229467695 -0.013225683036697177 -0.013637422530568216 0.0031294174547341364 0.027027983562915515 0.021771064217393936 -0.018630999309964761 0.0074900067320059667 -0.0065808095217870597 0.0079232714016038291 0.0016479429740953483 0.0085638122871336351 -1.5256867928937931e-05 -0.022894615668463337 leaf_weight=9.338639512658121 3.5813625007867804 3.2697390466928509 4.3190999943763009 6.8674897626042348 2.9659430943429452 14.470125805586578 9.8080055862665159 3.8333636224269867 6.8574484363198307 5.5798219516873342 5.1973619312047958 6.4696523547172538 6.7428347654640666 117.07219167426229 9.8702868446707708 7150.0992410350591 5.0799916312098503 leaf_count=36 11 12 36 34 21 87 52 22 30 35 24 30 31 408 37 26075 36 internal_value=9.89579e-07 -0.00171368 -0.00314005 0.00497395 -0.00656402 -0.00283533 -0.00686387 0.0123561 1.36893e-05 0.00477836 -0.00603399 2.17863e-06 8.01833e-06 6.93534e-07 -0.00410157 1.15368e-05 -0.0193304 internal_weight=7371.42 54.1951 50.6138 15.02 35.5938 27.5479 24.2781 10.7009 7317.23 17.6346 10.7772 7299.59 7293.12 7286.38 19.2089 7267.17 8.04593 internal_count=27017 311 300 92 208 151 139 56 26706 89 59 26617 26587 26556 73 26483 57 is_linear=0 shrinkage=0.03 Tree=1775 num_leaves=31 num_cat=0 split_feature=13 12 8 11 4 11 5 9 11 5 8 10 5 4 2 5 4 13 4 10 9 4 4 8 2 9 8 2 12 8 split_gain=0.179211 2.26251 2.06839 1.87245 2.11363 1.25261 0.81096 0.218411 1.31954 1.48724 1.08011 1.72343 1.05923 1.02052 2.22608 1.64657 1.32399 1.21218 2.65882 1.72161 0.436111 2.05045 2.05008 3.91113 2.55331 1.60947 5.09242 3.78303 3.03242 0.831307 threshold=0.90000000000000013 2.5000000000000004 4.1000000000000005 1.0000000180025095e-35 1.6100000000000005 -0.66666666666666663 1.7000000000000004 7.9000000000000012 0.33333333333333326 1.5650000000000006 4.1000000000000005 -0.49999999999999994 2.1550000000000011 1.1550000000000007 0.90000000000000013 2.1650000000000009 1.0750000000000008 3.3000000000000007 1.3250000000000008 -1.1666666666666663 6.7000000000000002 0.71500000000000019 1.1450000000000007 5.9000000000000012 0.3000000000000001 6.5000000000000009 4.1000000000000005 1.7000000000000004 1.5000000000000002 7.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 6 -3 20 13 -10 11 -11 -12 14 15 -9 -16 19 -19 -15 25 -22 23 -23 -24 29 27 -27 -28 -2 right_child=7 3 -4 4 -6 -7 -8 8 9 10 12 -13 -14 17 16 -17 -18 18 -20 -21 21 22 24 -25 -26 26 28 -29 -30 -31 leaf_value=-0.0014399858609735784 1.7133623586591893e-05 -0.011277555664280816 0.020862518349621325 0.015590402263779175 -0.0050223033008859356 -0.018461251152903393 0.0041791064064652852 -0.0070065119747435688 -0.0075485553052730674 -0.012649433546323252 0.0092970760024318581 0.0038088437286418805 0.002459134326291512 0.0072032836103456182 0.0039439931853374448 0.010937461997012171 0.021314689655334042 -0.011155215057215661 0.011416346696254593 -0.0043489856746568509 0.01579004974935895 -0.0028431325018897355 0.018755385141140168 -0.024299777739372936 -0.00029540220781514162 0.012312218604815631 0.015040200680177017 -0.0077818037062539194 -0.0016462844622910455 -0.0016859677023154289 leaf_weight=6.4777088910341254 6072.7401444101706 5.5648381337523443 8.8635722398757917 8.5361966490745562 9.4154460765421373 7.3132295329123762 6.7735604271292686 17.685513585805896 10.548381447792051 7.948487430810931 42.245326288044453 20.481176942586899 39.406828038394451 12.97104601562023 8.3452908843755704 6.2214808762073508 7.4963758438825598 6.7749951258301762 15.312523879110811 110.67277670651674 6.7179972827434531 143.92729771882296 6.3963944613933554 8.0747123882174474 625.88433412835002 57.982133939862251 10.53008323907852 9.8673706501722318 141.70716592296958 269.38476098328829 leaf_count=20 21258 28 28 26 37 32 23 54 38 25 130 63 135 41 25 22 22 20 49 374 20 421 19 25 2037 168 30 30 471 1346 internal_value=-3.1879e-06 0.0017362 0.0114455 -0.00222497 0.00477926 -0.00862329 -0.00279212 -1.52113e-05 0.000769958 0.00321234 0.00424348 -0.000792632 0.00599696 -0.00081849 0.00344238 -0.00233683 0.0121639 -0.00198066 0.00449288 -0.00313708 -4.78975e-05 -0.000713351 -0.000854716 -0.00398296 -0.000102677 3.23155e-05 0.00255439 0.00938994 -0.000492099 -5.52064e-05 internal_weight=7712.27 52.9446 15.3413 37.6033 17.9516 19.6516 12.3384 7659.32 306.11 120.63 110.082 28.4297 81.6522 185.48 39.7487 23.907 15.8417 145.731 22.0875 123.644 7353.21 791.001 784.283 152.002 632.281 6562.21 220.087 67.8495 152.237 6342.12 internal_count=27017 194 48 146 63 83 51 26823 998 391 353 88 265 607 123 76 47 484 69 415 25825 2522 2502 446 2056 23303 699 198 501 22604 is_linear=0 shrinkage=0.03 Tree=1776 num_leaves=30 num_cat=0 split_feature=7 5 4 10 9 9 8 0 6 6 5 8 11 12 8 5 12 8 3 11 2 5 12 9 9 9 12 0 5 split_gain=0.17543 1.37834 1.78722 1.30055 2.59251 1.44011 2.25125 1.19164 1.40053 1.52474 0.926222 0.708794 0.549061 0.380289 0.686058 0.576012 0.370769 1.31859 1.72091 2.39677 2.29278 1.02706 0.473329 1.72421 2.59379 2.06183 0.664471 1.82468 0.550381 threshold=0.3000000000000001 2.1050000000000009 0.90000000000000036 0.83333333333333337 4.9000000000000012 6.5000000000000009 5.9000000000000012 475.00000000000006 1.3 0.90000000000000013 2.2750000000000008 4.9000000000000012 1.0000000180025095e-35 6.1000000000000005 5.9000000000000012 2.1450000000000009 5.3000000000000016 7.3000000000000016 3.1000000000000005 0.33333333333333326 3.1000000000000005 2.2350000000000008 4.9000000000000012 6.3000000000000016 4.7000000000000002 7.5000000000000009 4.700000000000002 875.00000000000011 2.8050000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 6 -4 10 9 -9 -3 -7 -6 16 15 -15 22 18 20 -20 -18 -19 26 24 -24 -25 28 -28 -2 right_child=13 7 3 4 12 11 -8 8 -10 -11 -12 -13 -14 14 -16 -17 17 21 19 -21 -22 -23 23 25 -26 -27 27 -29 -30 leaf_value=0.014199885970029635 1.4848674019034607e-05 0.027783371012775383 -0.0033875590032482255 -0.024633185516804094 -0.0082384720860948692 -0.0050871815122300879 0.0090076893832122373 -0.0040324576046157747 -0.011587987058035893 0.018776574420057878 0.0059888767455966085 -0.020787083280143347 0.0048442521002796512 -0.0025165450731962158 0.0010857027431571938 -0.021449382115590176 0.012737064271156626 0.022565297042986474 0.0039578014604584313 -0.021618538514425949 -0.0033509299887854349 0.0025610495509125627 -0.0076020355863546446 -0.016252172757700599 0.0062328011445250192 0.00098873061365950836 0.0014716515093995009 0.018828813775183747 -0.006637149307162301 leaf_weight=5.4282684922218314 8505.9261951595545 3.185562543570998 52.416158638894558 7.2568235248327282 5.8230590373277646 5.7026389688253385 17.620419345796108 5.3059045448899251 5.3064031898975363 5.2452524155378342 3.9077503606677055 4.7384999096393585 5.7262858748435974 2.6729678362607938 7.2046405300498009 3.1513108788058162 14.913760267198084 4.739574581384657 6.6432420313358289 6.5476476028561592 17.130037501454353 4.5059413984417915 20.011641103774309 14.311131391674282 31.229495108127594 11.072892241179941 68.284222051501274 5.9238295294344416 11.209185671061276 leaf_count=20 25575 14 189 28 20 26 58 21 31 19 27 21 20 10 34 30 49 25 37 41 71 16 67 62 122 51 237 25 71 internal_value=1.50602e-06 -0.00110255 -0.00256193 -0.00347837 -0.0105812 -0.00181856 -0.000269053 0.00555579 0.000983853 0.0073065 0.0157766 -0.0122123 -0.00175192 1.7641e-05 -0.00510389 -0.0127604 2.52912e-05 0.00249243 0.000382406 -0.00873769 0.00413671 0.0128159 9.78466e-06 -0.00233762 0.000829764 -0.00873143 3.07209e-05 0.00285723 6.09415e-06 internal_weight=8863.14 127.663 104.712 99.2839 18.8062 80.4777 70.0366 22.9509 15.8576 10.5512 7.09331 10.4411 11.5493 8735.48 13.0289 5.82428 8722.45 54.4802 45.2347 13.1909 32.0438 9.24552 8667.97 76.6252 51.2411 25.384 8591.34 74.2081 8517.14 internal_count=27017 494 382 362 68 294 247 112 71 40 41 47 40 26523 74 40 26449 239 198 78 120 41 26210 302 189 113 25908 262 25646 is_linear=0 shrinkage=0.03 Tree=1777 num_leaves=28 num_cat=0 split_feature=8 4 0 13 8 5 5 5 9 5 13 2 7 8 13 10 11 2 9 3 3 7 0 5 10 4 4 split_gain=0.176342 0.999339 1.03015 1.80471 3.30974 1.61861 3.88919 3.5312 1.57796 3.06592 2.72638 2.68094 1.4314 2.47145 2.30449 0.54063 0.606813 0.481508 2.23933 2.17851 2.60199 0.792997 2.42424 3.35382 1.70086 0.709364 1.06821 threshold=6.3000000000000016 0.97000000000000031 475.00000000000006 1.1000000000000003 7.7000000000000002 1.4850000000000008 1.6400000000000006 1.1350000000000005 4.3000000000000016 1.7250000000000003 2.7000000000000006 0.90000000000000013 1.9000000000000001 7.3000000000000016 2.9000000000000008 2.8333333333333344 1.0000000180025095e-35 2.9000000000000004 7.5000000000000009 0.70000000000000007 1.1000000000000003 3.1000000000000005 475.00000000000006 1.1850000000000007 -0.49999999999999994 2.5350000000000006 2.4250000000000012 decision_type=2 2 2 2 2 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 8 4 -4 7 -7 -5 9 11 -11 -3 14 -14 -10 17 -17 21 19 -19 -21 25 23 -23 -24 26 -1 right_child=1 2 3 5 -6 6 -8 -9 12 10 -12 -13 13 -15 -16 16 -18 18 -20 20 -22 22 24 -25 -26 -27 -28 leaf_value=4.6610750900989604e-05 -0.011601606635932895 0.0072816972604385511 -0.022315627512561574 0.0046699127952164196 0.0087212937768169404 0.0078392262970417344 0.00019189303700788501 -0.0031440175343214753 -0.0018616855643511184 0.0026631649198840613 0.029280476848011931 -0.0025864177935012956 -0.0019642543845592533 0.013081621796202828 -0.0085114691420217544 -0.0012112106407211316 0.013128915674728689 -0.013804895374930954 -0.018708058938671474 0.014767754096849888 0.001619340403308574 0.020395803329303547 0.00085757346300972457 -0.0075406676378061135 -0.019672706734210735 0.0089339109066459074 -0.011042828782172687 leaf_weight=6176.1256316900253 7.0667895227670661 33.147248834371567 8.0662234425544721 73.083051614463329 5.0147353187203398 83.784336231648922 209.54065431281924 180.86352520715445 235.56506844237447 7.67074156552553 6.3143387734889984 98.131645208224654 33.690785307437181 13.870907649397848 58.563885368406773 4.7664951123297197 5.9973635263741016 6.025515552610158 4.308472327888011 18.200145237147808 52.967123821377754 6.4282890781760242 5.4553464800119427 9.708955302834509 10.864848427474497 8.0680332630872709 7.8275932744145384 leaf_count=21870 34 112 39 361 21 346 855 869 962 28 20 420 141 65 234 22 22 38 27 89 234 25 22 40 49 37 35 internal_value=1.17062e-06 -0.000357984 -0.000282117 0.000594981 -0.0104173 0.000858198 0.00237625 -0.000895254 -0.00129142 0.00132775 0.014681 -9.47692e-05 -0.00240491 0.00242373 -0.00318572 6.11197e-05 0.00677876 4.96532e-05 0.00234061 0.00351543 0.00498188 1.96562e-05 -0.00465731 0.00358786 -0.0128101 4.4172e-05 3.25738e-05 internal_weight=7371.12 1054.37 1047.31 560.353 13.081 547.272 293.325 253.947 486.955 145.264 13.9851 131.279 341.691 47.5617 294.129 6316.74 10.7639 6305.98 81.5013 77.1928 71.1673 6224.48 32.4574 16.1372 16.3202 6192.02 6183.95 internal_count=27017 4507 4473 2491 60 2431 1201 1230 1982 580 48 532 1402 206 1196 22510 44 22466 388 361 323 22078 136 65 71 21942 21905 is_linear=0 shrinkage=0.03 Tree=1778 num_leaves=13 num_cat=0 split_feature=5 5 12 5 4 5 10 5 12 5 10 5 split_gain=0.185759 0.272733 1.21295 0.377955 0.972345 0.31102 1.58533 2.52031 1.95541 1.20893 2.46297 1.09236 threshold=3.2350000000000008 2.9150000000000005 4.3000000000000016 2.8350000000000004 1.4950000000000008 2.5050000000000012 -0.33333333333333331 2.5450000000000008 4.5000000000000009 2.475000000000001 1.0000000180025095e-35 2.4650000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 9 7 -7 -8 11 -11 -1 right_child=-2 2 -4 4 -6 6 8 -9 -10 10 -12 -13 leaf_value=-1.2923518950872888e-05 -0.0053355134199446338 0.014807415393105981 -0.0024660120184427817 0.0054000439231436199 -0.012692868023498111 0.023940803006522897 -0.0043684042638167091 0.0030828612551933895 0.0061785198107727523 0.0022776908309007334 -0.018223508130387023 0.011485667466343967 leaf_weight=7541.6878042374738 5.8745175078511229 5.8237748369574538 9.8415363393723947 4.4290124401450139 6.7436817102134228 6.3147572278976432 49.070047944784164 29.904538221657276 23.348691284656525 11.443038478493692 9.7829658985137922 7.4429968744516364 leaf_count=26420 21 27 39 20 24 22 154 109 85 38 33 25 internal_value=-2.8498e-06 1.21554e-06 0.0039556 -6.83977e-06 -0.00552058 1.18255e-06 0.00159497 0.0067194 -0.000967946 -2.1689e-05 -0.00717122 -1.58659e-06 internal_weight=7711.71 7705.83 15.6653 7690.17 11.1727 7678.99 108.638 36.2193 72.4187 7570.36 21.226 7549.13 internal_count=27017 26996 66 26930 44 26886 370 131 239 26516 71 26445 is_linear=0 shrinkage=0.03 Tree=1779 num_leaves=31 num_cat=0 split_feature=9 10 5 3 9 9 2 9 3 11 5 5 8 3 4 10 5 4 4 3 5 6 5 5 7 5 10 9 4 9 split_gain=0.177659 1.45806 3.38284 2.44577 3.06243 2.98863 2.02666 1.74014 2.09304 2.57579 3.85107 2.465 2.62335 1.98223 1.33986 2.69574 3.685 2.01299 1.88895 2.63622 1.37286 1.24589 1.20817 1.01111 0.85772 1.82954 2.47698 4.50479 3.44862 2.04506 threshold=4.1000000000000005 1.1666666666666672 1.7000000000000004 1.7000000000000004 3.9000000000000004 3.9000000000000004 1.3 3.9000000000000004 0.90000000000000013 -0.83333333333333315 1.1950000000000005 2.0650000000000008 3.1000000000000005 0.3000000000000001 1.8750000000000002 0.33333333333333326 1.4050000000000009 2.4150000000000009 1.8300000000000005 1.1000000000000003 1.5350000000000008 1.5000000000000002 1.4450000000000007 0.98000000000000043 1.9000000000000001 1.4350000000000007 0.83333333333333337 6.9000000000000012 1.8100000000000005 4.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 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 22 -3 14 9 10 -9 12 -10 -11 18 17 -17 -16 20 -20 -1 -4 -5 -6 -2 -26 29 28 -28 -27 right_child=24 2 21 5 23 -7 -8 8 11 13 -12 -13 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=0.00026084624192598507 -0.00023264145091413896 -0.005799554678453181 0.020015202419379846 -0.010288166118171344 0.0026357064934565168 0.0059225805216649068 0.0022648614659363919 -0.0018413408510432885 -0.0052965712774083887 0.010749604965229949 0.024508629883160996 -0.011964122991935007 0.0050676176055667252 -0.0042948452761004275 0.006095490547686753 -0.0084021985418714449 0.0066639721579162051 -0.005228487411244394 -0.020515527478441011 -0.0011600224633350734 -0.0022763243083209596 0.003218677174129536 -0.024373050884300751 -0.011852517748015302 0.0019943000179256901 -0.010770448997459802 0.010022071860828862 -0.011066379878452841 -0.0039867881580757302 -0.001079392701940293 leaf_weight=1376.9865346550941 5384.8742870399728 38.09716309607029 7.6072693653404704 12.337103173136716 5.0695436894893637 7.0107764303684226 106.30909480899572 12.664493545889856 24.10432493686676 8.6124902963638288 8.239615395665167 8.8143800124526006 249.41051027923822 92.947828233242035 119.69153199344873 39.109008200466633 23.32477168738842 16.01906281709671 9.7861509919166583 17.948205143213272 223.0297274813056 8.3228742778301221 9.8627943396568281 29.929561592638493 507.18583985045552 20.619563609361649 62.484351277351379 15.636664494872091 21.175146274268627 395.48729715496302 leaf_count=3931 16764 108 24 38 16 20 326 37 76 25 25 32 735 267 409 139 74 70 32 52 672 27 30 89 1497 59 177 49 70 1147 internal_value=1.7598e-06 0.000218744 -0.0020855 -0.00310302 -0.00179231 -0.0111531 0.000137313 0.000450695 0.00223026 -0.00104515 0.00854483 0.00365102 0.00415424 -0.00301905 5.61711e-05 0.00238542 -0.0027736 0.00475883 -0.000227366 -0.00798967 -9.28154e-05 0.0112397 -0.0165457 -0.00975393 -8.13851e-05 0.000715119 -0.000543667 0.00371374 0.00647627 -0.00155962 internal_weight=8862.7 2455.23 224.546 208.616 179.405 29.2107 144.406 2230.69 404.794 122.464 20.9041 282.329 273.515 101.56 1825.89 198.144 62.4338 135.711 1627.75 27.7344 1600.02 15.9301 22.1999 34.9991 6407.46 1022.59 515.403 99.2962 83.6595 416.107 internal_count=27017 7254 678 627 539 88 434 6576 1197 354 62 843 811 292 5379 692 213 479 4687 84 4603 51 68 105 19763 2999 1502 296 247 1206 is_linear=0 shrinkage=0.03 Tree=1780 num_leaves=31 num_cat=0 split_feature=12 8 4 5 5 4 4 5 2 4 8 11 4 13 10 13 9 6 8 4 9 13 6 8 4 10 9 10 5 2 split_gain=0.176827 1.15966 2.87483 4.50295 4.45603 2.40624 4.83453 2.39524 2.36785 2.48413 3.49147 2.16279 1.70231 3.3023 2.81837 2.61538 2.0476 1.89998 1.82575 1.39152 1.0059 0.707224 1.85758 3.01474 3.13421 2.88899 3.14839 2.82912 1.95747 1.66062 threshold=2.1000000000000005 4.9000000000000012 0.88500000000000023 1.4350000000000007 1.1450000000000007 0.97000000000000031 1.0050000000000006 1.7950000000000002 1.5000000000000002 1.5150000000000008 4.3000000000000016 0.50000000000000022 1.0050000000000006 4.3000000000000016 0.83333333333333337 1.5000000000000002 4.7000000000000002 3.1000000000000005 2.9000000000000004 0.92500000000000027 4.1000000000000005 2.9000000000000008 1.3 5.5000000000000009 0.80000000000000038 -0.99999999999999978 3.7000000000000006 1.8333333333333339 1.4650000000000007 0.50000000000000011 decision_type=2 2 2 2 2 2 2 2 2 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 -3 11 -7 -8 12 10 20 19 13 15 18 -1 -16 -15 -14 -4 -10 22 -2 24 -24 26 -25 -27 -26 -23 right_child=21 2 5 -5 -6 6 7 -9 9 -11 -12 -13 14 17 16 -17 -18 -19 -20 -21 -22 29 23 25 28 27 -28 -29 -30 -31 leaf_value=-0.016572083271931042 0.00030381620255478831 0.015219793291578829 -0.0042791333521851578 0.02601112630826977 -0.0160698826565734 0.01797971476662865 -0.0018195715418084502 0.0058093402576362922 -0.015319694144786036 0.023773769654767178 0.023245983583118173 0.0070461379676941176 -0.0035664422137497787 0.012704319813682963 -0.00020901263461707385 -0.0020234678590802489 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153 46 22 877 933 241 40 1690 7089 internal_value=1.13292e-06 -0.000233482 -0.00111751 0.00883867 -0.000493169 -0.00143725 -0.00112131 -0.00142107 0.000335037 0.00956955 0.00314661 -0.0101416 0.000152443 -0.00166412 0.000832956 -0.00256721 -0.00423523 0.00807965 0.00138806 -0.0142475 -0.00611796 9.3162e-05 -0.000174442 -0.00122803 -0.00231621 0.00117901 0.00662628 -0.000301037 -0.00258275 0.000542441 internal_weight=7370.72 2076.64 812.783 25.2895 16.3854 787.493 759.911 748.17 1263.86 24.5056 16.875 27.582 1239.35 337.753 901.598 309.104 89.0015 28.6491 812.596 22.2635 11.5508 5294.09 3317.86 1035.87 713.37 322.503 68.9041 253.599 700.78 1976.22 internal_count=27017 7254 2983 92 61 2891 2785 2745 4271 90 62 106 4181 1167 3014 1074 299 93 2715 86 43 19763 12521 3849 2613 1236 263 973 2567 7242 is_linear=0 shrinkage=0.03 Tree=1781 num_leaves=11 num_cat=0 split_feature=5 12 0 12 9 12 2 4 8 4 split_gain=0.180512 0.267307 0.514522 0.262266 0.887303 0.468624 1.34868 0.261339 0.723267 0.40646 threshold=3.2350000000000008 6.3000000000000016 525.00000000000011 5.9000000000000012 5.7000000000000002 5.700000000000002 2.7000000000000006 2.7150000000000003 8.5000000000000018 2.6550000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 7 -7 9 -9 -1 right_child=-2 2 -4 4 -6 6 -8 8 -10 -11 leaf_value=-7.1856021116144834e-06 -0.0052587411889547294 -0.0013295772496205015 0.011972914104189653 0.0038138439597676858 -0.014568037800392444 0.01848198347615505 -0.0037697598773544904 -0.0012030487547331232 -0.021115623351844318 0.0075958546411175618 leaf_weight=7657.053608478047 5.8771606609225264 5.7019071169197542 4.8365877829492092 4.9317555818706733 4.5381441004574299 4.5666211098432523 5.2926415968686342 10.235321570187805 1.9552862946875382 6.3335202150046817 leaf_count=26652 21 28 22 27 22 16 30 111 42 46 internal_value=-3.10543e-06 9.03195e-07 0.00477553 -5.63586e-06 -0.00499508 5.12073e-07 0.00653682 -7.8838e-06 -0.00439688 -9.01956e-07 internal_weight=7711.32 7705.45 10.5385 7694.91 9.4699 7685.44 9.85926 7675.58 12.1906 7663.39 internal_count=27017 26996 50 26946 49 26897 46 26851 153 26698 is_linear=0 shrinkage=0.03 Tree=1782 num_leaves=31 num_cat=0 split_feature=0 4 12 13 5 4 4 12 6 13 2 8 3 9 9 5 4 11 11 3 5 3 13 4 4 0 9 9 2 8 split_gain=0.17518 1.57481 2.87225 2.81828 2.82743 2.95848 2.11981 2.902 2.23379 2.59993 2.63405 2.21284 3.21048 3.02103 2.08646 2.03263 1.93631 1.82474 3.17663 2.68038 1.38937 1.35629 0.96363 2.57814 1.8564 1.30367 0.786613 2.14724 1.91943 1.97404 threshold=525.00000000000011 0.83000000000000029 1.1000000000000003 2.3000000000000007 1.1950000000000005 0.79500000000000026 1.2750000000000006 3.9000000000000008 0.90000000000000013 4.3000000000000016 1.5000000000000002 5.5000000000000009 1.9000000000000001 3.1000000000000005 4.7000000000000002 0.95000000000000018 1.2350000000000005 -1.0000000180025095e-35 -1.1666666666666663 0.50000000000000011 1.0250000000000006 3.1000000000000005 0.90000000000000013 1.4750000000000008 1.1750000000000005 350.00000000000006 2.1000000000000005 1.5000000000000002 1.1000000000000003 4.7000000000000002 decision_type=2 2 2 2 2 2 2 2 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 -2 14 20 -6 7 11 17 10 -10 13 -13 -3 -4 -11 21 18 -8 -19 -5 -9 23 24 -1 -25 27 -24 -29 -30 right_child=1 6 3 4 5 -7 8 16 9 15 -12 12 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 26 25 -26 -27 -28 28 29 -31 leaf_value=-0.0029178509202198704 0.012343970923888177 -0.0052945969952610918 0.012843393464577468 -0.011729953393538852 0.0013512900699163175 -0.017184718186826386 -0.0028987189964352921 -0.023773260923878693 -0.0025914740640114158 -0.011677901033117621 0.00021200694857910921 0.0035488011551736681 0.017226707737156937 0.001811158033119498 -0.0091478081377541348 0.00709168601065319 0.0076529941319069513 -0.013341485966377119 0.0056463636317809077 0.00051779824833560943 -0.031200649732422616 -0.0060285675049295438 -0.0077186012301945555 0.0084019204871367548 -0.027455684397926578 -0.0074688648951988772 -9.0423731107499219e-05 -0.00073544998419874073 0.0059539010822073817 0.024301047864960616 leaf_weight=4.9135202169418353 8.3394522964954358 58.920750319957733 10.014027357101442 6.3151702284812909 20.971584126353264 12.29173795506358 51.930103588849306 7.6041589975357073 624.81464080512524 5.7606018036603919 583.13291068281978 103.38050380349159 18.157021716237068 625.5737168379128 6.3419359251856795 52.671842530369759 4.4854602664709082 13.094965748488901 159.14619309455156 306.88207081891596 6.904509961605072 7.9085143320262432 11.572699747979639 10.483468905091287 6.3752153962850571 8.3829302638769132 6086.2324163354933 16.750729665160179 14.479342475533487 8.3052839785814268 leaf_count=19 24 172 29 20 69 42 171 31 1874 17 1862 296 59 1886 26 159 17 50 559 1032 21 48 41 32 25 28 18284 50 45 29 internal_value=2.57796e-06 0.000204368 -0.00419863 -0.00639403 -0.0101627 -0.00549829 0.000323827 0.00158177 -0.000254273 -0.000939135 -0.0012381 0.00186185 0.0055922 0.0011995 0.00431642 0.00524127 -0.00970718 0.00137889 0.00354406 -4.93889e-05 -0.0218993 -0.0147268 -8.5586e-05 -0.00543531 -0.0167754 0.00135003 -5.93007e-05 0.003647 0.00697392 0.0126417 internal_weight=8862.14 2694.64 71.1784 62.839 46.483 33.2633 2623.46 826.03 1797.43 1266.38 1207.95 806.032 121.538 684.494 16.356 58.4324 19.9981 531.053 211.076 319.977 13.2197 15.5127 6167.5 30.1551 11.2887 18.8664 6137.34 51.1081 39.5354 22.7846 internal_count=27017 8464 231 207 152 111 8233 2509 5724 3912 3736 2413 355 2058 55 176 96 1812 730 1082 41 79 18553 104 44 60 18449 165 124 74 is_linear=0 shrinkage=0.03 Tree=1783 num_leaves=31 num_cat=0 split_feature=10 7 13 7 6 8 13 11 5 6 8 3 5 4 4 6 5 5 7 4 4 5 9 2 8 8 6 5 10 8 split_gain=0.180118 2.39298 1.77553 3.16354 2.77715 2.42581 2.36825 4.52701 2.59615 2.45529 2.05544 1.82394 1.39973 3.19597 2.61038 2.07887 1.66499 0.438412 0.393959 2.12509 2.3935 2.00327 4.03696 2.60508 1.99402 1.28013 1.39773 0.991033 0.869351 0.793921 threshold=-1.4999999999999996 2.1000000000000005 2.5000000000000004 0.90000000000000013 0.90000000000000013 4.5000000000000009 1.3000000000000003 0.50000000000000022 0.8650000000000001 0.50000000000000011 3.1000000000000005 1.1000000000000003 1.3250000000000008 1.2750000000000006 1.8550000000000004 1.5000000000000002 1.5450000000000002 1.0750000000000008 2.1000000000000005 2.2150000000000007 2.0850000000000013 1.3350000000000006 5.3000000000000016 0.50000000000000011 8.5000000000000018 5.9000000000000012 1.1000000000000003 1.3950000000000007 0.50000000000000022 1.1000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 5 -5 -4 7 9 -8 -1 -10 -6 13 -3 17 16 -14 -15 29 20 21 22 -20 -23 27 -22 -27 -21 -29 -2 right_child=18 12 3 4 11 -7 8 -9 10 -11 -12 -13 15 14 -16 -17 -18 -19 19 24 25 23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.013507270970512167 -0.0110201493686515 0.018546349963372361 0.002339913569976238 0.016366612149321336 -0.0044566578064862512 0.02431979584544831 0.020046561414455197 0.030099199564440696 -0.019105759050347337 0.010092659754730015 -0.0031552264387839988 0.0023006447136464598 -0.01881543852005824 -0.011253315427030702 0.0099212254965461363 -0.02314985012090795 0.0039097167977470973 -0.024645081283025397 0.00033064357297725027 -0.022120031478817862 0.0018913878718323169 0.011917726380664011 -0.0091590982280940168 0.0015642970965628691 0.014309394982569508 0.030116139834809572 0.0087593697532969816 0.00065939611412236491 -0.01686353174419794 -3.0255405807944591e-05 leaf_weight=7.4638297297060516 5.9216903224587432 5.1758040413260487 8.4540403634309786 9.8505926951765996 55.128537550568581 9.7089582756161672 4.1624862030148497 5.7456801533699027 7.6643531471490851 8.4699318557977659 141.69120111875236 103.3435626514256 4.6220597922801989 4.0284604821354133 4.2956480886787167 9.5794178396463376 7.7953376099467278 4.8476986810564995 293.65466202050447 6.5109300874173703 7.4307634308934238 23.397131256759167 46.770676158368587 335.60947001725435 2.8183653764426699 4.8357130661606771 6.4190608710050583 5.7030683234333974 4.6062112580984831 6224.5922004599124 leaf_count=35 34 19 28 38 213 32 16 21 30 31 553 383 21 19 25 38 30 23 1125 59 30 78 185 1191 19 25 25 31 34 22626 internal_value=1.29798e-06 -0.000616138 0.000156881 0.00219422 0.000910683 0.0140892 -0.00201172 0.00726995 -0.00332246 -0.000962223 -0.00397375 -5.00543e-05 -0.00754617 -0.00142771 -0.00927643 -0.0126496 -0.00454914 -0.0185672 3.69204e-05 0.000692446 0.000958709 0.000675622 -0.000973142 0.00223905 -0.0090439 0.0115552 0.0179355 -0.0129569 -0.00716989 -4.07006e-05 internal_weight=7370.3 402.028 361.683 186.486 168.323 18.163 175.197 21.6794 153.518 15.9338 149.356 158.472 40.3444 18.3476 13.1718 21.9968 12.4174 8.87616 6968.27 737.756 718.117 699.432 340.425 359.007 19.6386 18.6855 11.2548 16.8202 10.3093 6230.51 internal_count=27017 1555 1380 694 634 60 686 87 599 66 583 596 175 86 67 89 51 42 25462 2802 2659 2579 1310 1269 143 80 50 124 65 22660 is_linear=0 shrinkage=0.03 Tree=1784 num_leaves=31 num_cat=0 split_feature=0 10 12 12 12 2 12 11 13 5 9 3 9 11 4 10 9 8 5 12 11 4 7 13 7 8 8 9 0 9 split_gain=0.177238 0.975601 2.53329 2.95438 2.81688 2.9175 3.21564 3.03454 2.46628 2.32239 2.89132 2.83423 2.15749 2.12867 2.47177 2.05895 2.05074 3.194 4.20102 3.48473 2.23752 3.18519 2.88203 1.84038 1.78514 1.47136 2.669 2.54746 0.655554 2.10255 threshold=575.00000000000011 -0.49999999999999994 3.7000000000000006 4.1000000000000005 3.1000000000000005 1.5000000000000002 2.7000000000000006 0.83333333333333337 4.1000000000000005 1.7150000000000005 5.1000000000000005 2.1000000000000005 7.5000000000000009 1.0000000180025095e-35 1.5250000000000006 -1.0000000180025095e-35 4.3000000000000016 5.3000000000000016 1.4650000000000007 2.5000000000000004 -0.33333333333333309 1.6000000000000008 1.3 2.3000000000000007 1.1000000000000003 5.1000000000000005 4.3000000000000016 3.9000000000000004 525.00000000000011 5.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 2 4 9 5 6 -2 -7 16 10 -4 -11 23 14 -6 -10 17 19 -19 -3 22 -22 -18 -5 -15 26 -17 -27 -1 -30 right_child=1 8 3 12 13 7 -8 -9 15 11 -12 -13 -14 24 -16 25 20 18 -20 -21 21 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=5.9974062495267112e-05 -0.00053119714239765743 0.0052184339138695718 0.0046927602964013538 0.006517287473951314 0.0060364733138514141 0.0085395548547084251 -0.010921279608112922 -0.018319425342834469 0.0072045464465560743 -0.012093749564389394 0.029571975906104161 0.012376977609766918 -0.018938837156595265 -0.021609102910344034 -0.0097938166142371129 -0.0054039227386163107 -0.0043705867726911863 0.013122092137820777 -0.0015247384533531899 -0.0053808675458951781 0.0040940305398356911 -0.0017225312356411672 0.0021359277344699897 -0.0065061531789193496 -0.0067176703918884603 0.01641331849428156 -0.024270000291517758 -0.0089677684253610789 0.00028025336367023737 -0.0026072904978431798 leaf_weight=5489.4155699559487 152.05402740649879 65.971048377454281 7.6898390073329237 23.686487903818488 15.75799924880266 41.624917069450021 32.546711958944798 4.1645598150789729 9.9059502109885198 6.9991806522011784 9.2742067258805019 10.883536275476215 5.4650926999747744 13.800781950354578 20.329756193328649 20.009900279343132 150.20377175882459 55.874116298742592 25.744831563904881 48.394968595355749 230.20182721316814 134.08506737835705 103.47964119724929 16.616198648698628 15.252001969143747 5.3343005292117622 10.18341590836644 10.693967640399931 615.68869089707732 359.44920674711466 leaf_count=18553 541 235 52 116 51 231 112 25 32 31 44 36 22 54 126 68 567 350 127 213 726 660 446 107 79 22 40 44 2175 1132 internal_value=-4.20355e-06 0.000323379 -0.000953239 0.00376066 -0.00223909 -0.000681698 -0.00236306 0.00609673 0.000875274 0.0103425 0.0182942 0.00279929 -0.00125063 -0.0077473 -0.0028814 -0.00520712 0.00129469 0.00396862 0.00850208 0.000733248 0.000446678 0.0019531 -0.00171652 0.00114792 -0.0137915 -0.00786712 -0.011767 -0.000520796 -6.73546e-05 -0.000784135 internal_weight=7710.78 1246.23 376.145 80.6145 295.531 230.39 184.601 45.7895 870.083 34.8468 16.964 17.8827 45.7678 65.1405 36.0878 56.1275 813.955 195.985 81.6189 114.366 617.97 364.287 253.683 40.3027 29.0528 46.2216 30.1933 16.0283 6464.55 975.138 internal_count=27017 5157 1627 408 1219 909 653 256 3530 163 96 67 245 310 177 206 3324 925 477 448 2399 1386 1013 223 133 174 108 66 21860 3307 is_linear=0 shrinkage=0.03 Tree=1785 num_leaves=31 num_cat=0 split_feature=9 0 6 2 5 10 5 3 2 11 10 12 4 4 12 8 12 13 3 11 4 13 4 4 8 9 4 5 9 9 split_gain=0.182749 1.40426 2.77349 3.37587 2.76237 2.69112 2.80421 2.81336 2.41319 3.0079 2.72143 2.36113 2.11519 2.68539 2.45501 2.06199 1.91268 1.73773 2.64307 1.72931 1.58958 2.00426 1.27033 0.841791 2.58419 1.33972 1.11224 2.46716 1.14517 1.10936 threshold=4.1000000000000005 350.00000000000006 1.9000000000000001 0.70000000000000007 1.6850000000000005 -1.1666666666666663 1.4850000000000008 1.1000000000000003 1.3 -0.83333333333333315 2.1666666666666674 1.7000000000000004 0.65500000000000025 0.93000000000000027 1.7000000000000004 2.9000000000000004 1.1000000000000003 3.1000000000000005 0.70000000000000007 -2.1666666666666656 0.8500000000000002 3.7000000000000006 1.6350000000000005 0.68500000000000016 2.3000000000000003 5.3000000000000016 0.73500000000000032 1.3050000000000006 5.9000000000000012 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 20 11 6 7 -1 9 -7 -10 -5 -3 14 16 -16 -14 19 -19 -15 -4 -22 -8 24 -2 -26 27 -25 -29 -27 right_child=23 12 3 4 -6 8 22 -9 10 -11 -12 -13 13 17 15 -17 -18 18 -20 -21 21 -23 -24 26 25 29 -28 28 -30 -31 leaf_value=0.0069560196491494928 0.010974248100499046 0.015908666128005778 0.024457382171798971 0.011951122270673012 0.017434064711644968 0.0030963666386862477 0.02474054700841358 -0.008785951111091617 0.00047703673148190371 -0.0051792067502147814 -0.017257185178895348 -0.0017841313445161474 0.0014048234343182842 -0.011450157171327656 -0.010554075991917582 0.0027971331172881382 -0.013687173841938049 0.0038146261932299357 -0.0013321423626550353 0.0018440398434638378 0.018991927452374057 -0.00017486709819708218 0.0067116171821740888 -0.010888294697498024 -0.017503651281883029 0.0042178054993616335 -8.0892170574820243e-05 0.019058396167645576 0.0027534360034447594 -0.013941826652344108 leaf_weight=25.677886176854372 6.9772112667560604 8.2090787291526777 7.1740796566009548 12.535371437668799 8.3535485565662366 45.997299715876579 7.3612369298934919 16.970395810902119 241.00150914862752 281.06781633198261 8.0478732287883741 111.04983978718519 10.108928471803663 8.8873815387487394 13.497238278388975 45.528661549091339 29.946970120072365 110.98279016464949 470.52285519987345 964.90297972224653 8.5656131654977816 11.505827665328978 6.7359625548124313 5.364484608173373 10.922552704811098 7.4741729125380498 6354.8064533704892 9.7656973600387591 6.4289783388376227 5.0891254656016827 leaf_count=76 22 24 21 37 25 131 21 49 702 796 26 323 29 28 43 136 88 325 1370 2924 26 34 20 17 39 25 19582 30 24 24 internal_value=2.74468e-06 0.000222847 -0.000816761 0.00272292 0.000737619 -0.0017071 0.00452626 0.000692052 -0.00232107 -0.00401536 -9.60334e-05 -0.000390951 0.000718109 0.000642733 -0.00414596 -0.000255839 -0.0098784 0.000947802 -0.00034986 0.00172271 0.0123369 0.00800468 0.0161259 -8.15826e-05 -0.00505668 -0.00981917 -5.78141e-05 0.00674471 0.0125856 -0.00313828 internal_weight=8861.46 2454.63 792.044 159.184 131.939 632.86 56.7455 42.6483 576.114 327.065 249.049 123.585 1662.59 1654.38 99.0818 59.0259 40.0559 1555.3 581.506 973.79 27.2455 20.0714 14.0972 6406.83 30.4631 23.4859 6376.37 21.5592 16.1947 12.5633 internal_count=27017 7254 2287 466 385 1821 166 125 1655 927 728 360 4967 4943 296 179 117 4647 1695 2952 81 60 41 19763 110 88 19653 71 54 49 is_linear=0 shrinkage=0.03 Tree=1786 num_leaves=17 num_cat=0 split_feature=2 3 4 9 7 11 6 10 4 8 12 6 12 10 13 4 split_gain=0.180513 0.703528 0.358016 0.690588 0.247372 2.29355 1.73877 2.17778 0.33876 0.221728 1.18317 2.72033 2.0427 0.586167 0.548686 0.438516 threshold=3.9000000000000004 1.5000000000000002 2.8450000000000011 5.5000000000000009 1.0000000180025095e-35 -1.1666666666666663 1.3 -0.33333333333333331 1.4350000000000007 6.3000000000000016 3.7000000000000006 2.1000000000000005 3.5000000000000004 2.8333333333333344 1.5000000000000002 1.8750000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 5 -1 7 -7 -8 13 12 -12 -11 14 -6 -15 right_child=1 -3 3 -5 9 6 8 -9 -10 10 11 -13 -14 15 -16 -17 leaf_value=0.016903693269769527 -0.015407086665180767 0.0043090829112553495 0.0096341350290271421 -0.0029179711593754019 0.0011885183079729141 0.016849912072013525 -0.024536818801019454 -0.012824378169246531 -0.012105986525046453 -0.0002867335311102195 -0.0016181596509069209 -0.017186227107061018 0.0056954702914905194 0.01337166634472269 -9.5299653224704891e-06 0.0011589695009661214 leaf_weight=4.0858143940567997 3.0804437631741157 3.4565652720630169 9.5525394827127474 6.7198898755013934 365.29063431173563 4.1406958848238027 4.0065028704702845 4.8132084608077985 3.8874261230230331 766.69305472262204 201.92201678082347 10.633665319532154 55.061229940503836 5.1725746840238553 5915.9209153950214 5.4174408763647079 leaf_count=13 38 31 39 32 1333 19 21 25 20 3155 962 49 234 17 21005 24 internal_value=1.23291e-06 -0.00498179 5.65674e-06 0.0044506 -4.18803e-06 -0.00326071 -0.00815084 0.000898374 -0.0184152 5.11718e-06 -0.000401941 -0.00239699 0.000114101 7.20335e-05 6.01438e-05 0.00712412 internal_weight=7369.85 6.53701 7363.32 16.2724 7347.05 20.9336 16.8478 8.9539 7.89393 7326.11 1034.31 212.556 821.754 6291.8 6281.21 10.59 internal_count=27017 69 26948 71 26877 98 85 44 41 26779 4400 1011 3389 22379 22338 41 is_linear=0 shrinkage=0.03 Tree=1787 num_leaves=31 num_cat=0 split_feature=0 8 11 4 4 9 5 6 8 8 4 12 6 2 11 4 5 9 9 2 5 12 7 4 13 8 2 6 4 4 split_gain=0.174383 0.967539 2.72168 2.69462 4.24896 3.08206 2.62407 2.38197 2.77991 2.13849 3.85488 7.52401 3.29119 2.04448 2.55004 1.968 1.73366 2.74351 2.60742 2.30405 4.7631 2.59361 1.68435 1.47342 1.9286 0.90189 0.639157 1.41791 0.637658 2.27289 threshold=575.00000000000011 3.9000000000000004 1.0000000180025095e-35 1.3350000000000006 1.1650000000000007 5.1000000000000005 0.92500000000000027 1.5000000000000002 3.3000000000000003 4.1000000000000005 1.195000000000001 2.3000000000000007 1.7000000000000004 1.3 -0.66666666666666663 1.4750000000000008 1.3450000000000006 7.3000000000000016 6.7000000000000002 0.90000000000000013 1.3850000000000005 2.5000000000000004 1.5000000000000002 0.99000000000000055 2.9000000000000008 3.5000000000000004 3.5000000000000004 1.3 2.2850000000000006 2.2950000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 2 6 4 5 -4 -2 25 -9 10 23 -12 -13 15 -15 -8 17 18 -11 20 -18 -21 -6 -3 -25 -5 28 -28 -1 -30 right_child=1 9 3 7 22 -7 13 8 -10 16 11 12 -14 14 -16 -17 19 -19 -20 21 -22 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-9.020528787819907e-05 0.014060283308522265 0.0068293651070271428 -0.0043892491242220185 0.023273871221643077 -0.016147076622383225 0.011222214558414639 -0.0064318499292424416 -0.010715620673094494 0.013890248048832097 -0.0016670107640096344 0.037237140734028285 -0.0028800265293796776 0.020644085800407892 -0.0081657910038713064 0.00646585944916822 -0.023103688667397933 0.029219834455334208 -0.026866965013574051 0.017715691561802995 -0.0047925579608475788 0.003412733613571888 0.0011935656790812463 0.00018440682664233631 -0.019912562107497315 0.0023975592740384396 0.0091088025782468628 -0.021691413803230693 0.0077834840674037096 0.02287034627966773 0.0013408623716142426 leaf_weight=6382.9465582761914 6.7668316327035418 8.2512977719306964 20.150350019335747 9.671265937387945 17.275478035211567 26.153732687234879 80.133191227912903 8.4840453565120715 8.0563878268003446 273.14330199407414 8.5174174904823285 16.945695675909523 7.8240265920758238 18.770073015242815 24.996607381850481 6.922894984483718 6.7657682299613944 3.8060795441269866 6.3925048857927314 76.18589011579752 132.28393287956715 449.34783294983208 8.4703214019536954 7.235403895378111 6.73166823387146 6.9542528092861167 3.6329972967505446 2.4658858589828014 4.7070630788803092 70.689643671736121 leaf_count=21388 28 24 66 33 53 80 248 28 27 1480 29 64 25 70 87 24 20 16 28 287 397 1943 29 23 21 27 48 17 20 387 internal_value=-4.33271e-06 0.000320599 -0.0013787 0.00225344 -0.00100387 0.00442851 -0.00415623 0.00932963 0.00126922 0.000731787 0.00645513 0.0129143 0.00455055 -0.00509848 0.000190831 -0.00775763 0.000396658 -0.00156822 -0.00122376 0.00123438 0.00466843 0.000325766 -0.010774 -0.00322187 -0.00915982 0.0173488 -6.69741e-05 -0.00977419 -5.78071e-05 0.00268496 internal_weight=7710.68 1246.24 242.805 105.216 72.0499 46.3041 137.59 33.166 16.5404 1003.43 55.5055 33.2871 24.7697 130.823 43.7667 87.0561 947.925 283.342 279.536 664.583 139.05 525.534 25.7458 22.2184 13.9671 16.6255 6464.44 6.09888 6458.34 75.3967 internal_count=27017 5157 800 343 228 146 457 115 55 4357 186 118 89 429 157 272 4171 1524 1508 2647 417 2230 82 68 44 60 21860 65 21795 407 is_linear=0 shrinkage=0.03 Tree=1788 num_leaves=18 num_cat=0 split_feature=11 4 4 3 7 12 5 2 8 5 3 3 2 9 5 4 8 split_gain=0.175276 2.33133 2.3671 2.53697 1.90724 2.48297 0.551761 1.73649 0.578146 0.449117 1.21623 0.325508 2.0325 1.67423 0.407876 1.70814 0.62437 threshold=-2.4999999999999991 1.5150000000000008 1.3550000000000006 1.9000000000000001 1.5000000000000002 3.7000000000000006 2.9150000000000005 1.7000000000000004 4.7000000000000002 2.7850000000000006 2.9000000000000004 2.9000000000000004 0.50000000000000011 8.1000000000000014 2.1250000000000009 0.88500000000000023 10.100000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 -3 9 8 -8 11 -11 14 -13 -14 16 -16 -2 right_child=6 4 -4 -5 -6 -7 7 -9 -10 10 -12 12 13 -15 15 -17 -18 leaf_value=-0.011097321249746481 -1.8101923240123869e-05 -0.026338701773528286 0.026597522011629866 0.016474396668056147 0.0078379696466603123 -0.00065919459728872292 -0.0068280372486622396 0.0080038440561265665 -0.02380033030754572 -0.0025693431507419658 0.015553367207301863 -0.022825588009872572 -0.0018026809093012099 0.010916329480331549 0.011582699540737101 0.00059254306530300103 -0.0069121003650812109 leaf_weight=5.9920418560504931 8254.224654879421 5.7083824351429966 5.4254200905561438 6.0221025720238686 7.2661137953400603 8.3394123390316945 3.4833311308175308 4.5627075079828501 3.7519927257671952 7.5134704075753671 5.9897611271589994 3.8932017870247355 122.11105240508914 10.083466019481419 13.167285829782484 381.49395960941911 11.840357340872286 leaf_count=22 24581 20 22 29 22 32 30 25 29 36 37 31 557 51 49 1404 40 internal_value=2.68606e-06 0.00201583 0.0101503 0.00272303 -0.00464003 -0.0110942 -6.15722e-06 -0.00648954 -0.0156293 2.52477e-06 0.00546953 -5.86715e-06 -0.00146169 -0.000832507 1.70084e-05 0.000959213 -2.79769e-05 internal_weight=8860.87 38.7535 17.4396 12.0141 21.3139 14.0478 8822.12 11.798 7.23532 8810.32 13.5032 8796.81 136.088 132.195 8660.73 394.661 8266.07 internal_count=27017 147 73 51 74 52 26870 84 59 26786 73 26713 639 608 26074 1453 24621 is_linear=0 shrinkage=0.03 Tree=1789 num_leaves=15 num_cat=0 split_feature=5 5 5 11 10 4 6 11 5 10 9 9 3 8 split_gain=0.176811 0.29902 0.240365 2.20699 1.72841 1.44149 1.21322 1.35761 0.528385 1.19737 1.28536 0.462944 1.16709 0.374362 threshold=3.2000000000000006 3.0050000000000008 2.5050000000000012 1.0000000180025095e-35 -0.83333333333333315 1.8050000000000004 2.1000000000000005 0.33333333333333326 2.475000000000001 -0.33333333333333331 7.1000000000000005 9.5000000000000018 1.1000000000000003 8.7000000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 -4 -6 7 -5 11 -10 -11 13 -13 -1 right_child=-2 -3 3 6 5 -7 -8 -9 9 10 -12 12 -14 -15 leaf_value=3.6274867357472688e-05 -0.0051420954897235492 0.005811310753525205 -0.023337798771739731 0.019816438130892709 -0.008284064785010186 0.0051580449921118697 -0.01059426588166445 0.0027096605879028532 -0.0067843256346827611 0.020685788243278089 0.0016901639863691345 -0.016162160482194089 -0.00038559151565846608 -0.0025622215879743553 leaf_weight=7179.2943705460057 6.0104852691292754 7.9750788286328307 4.943237677216529 4.7395146265625945 24.734098337590694 10.116631910204886 5.2519022896885863 35.069026406854391 5.4005191214382675 5.708416134119032 7.3132159486413002 5.5978704914450672 17.146232612431049 50.248055325821042 leaf_count=26059 28 37 34 19 141 43 29 170 24 20 27 22 71 293 internal_value=1.22998e-06 5.42822e-06 -8.66663e-07 -0.00158832 -0.00673673 -0.00438203 0.00295837 0.00474635 1.766e-05 0.00509195 0.0100175 4.77038e-06 -0.00426858 1.82143e-05 internal_weight=7369.55 7363.54 7355.56 84.8544 39.794 34.8507 45.0604 39.8085 7270.71 18.4222 13.0216 7252.29 22.7441 7229.54 internal_count=27017 26989 26952 436 218 184 218 189 26516 71 47 26445 93 26352 is_linear=0 shrinkage=0.03 Tree=1790 num_leaves=27 num_cat=0 split_feature=5 4 4 8 8 8 10 13 5 3 10 6 13 11 11 4 5 6 4 9 11 4 2 9 5 13 split_gain=0.1746 1.4817 4.40605 2.80433 2.06145 1.61618 1.65937 1.41605 1.38573 2.24578 2.30421 1.33327 1.69997 1.60555 1.3122 6.24186 1.28505 1.26416 0.513371 0.50044 3.21237 3.65927 1.79515 0.548825 4.42424 0.720797 threshold=0.91000000000000036 0.91000000000000036 0.82000000000000028 3.3000000000000003 3.7000000000000006 3.3000000000000003 -1.4999999999999996 3.3000000000000007 0.92500000000000027 0.90000000000000013 -1.0000000180025095e-35 0.90000000000000013 2.9000000000000008 1.0000000180025095e-35 -1.1666666666666663 1.6000000000000008 0.87000000000000033 1.7000000000000004 0.53500000000000014 3.1000000000000005 0.50000000000000022 0.77500000000000036 1.7000000000000004 3.3000000000000003 1.5150000000000008 5.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 17 11 7 -7 9 10 -2 -3 -13 -14 15 -8 -16 -1 -10 20 21 -20 -22 24 -21 -25 right_child=8 5 3 -5 -6 6 14 -9 18 -11 -12 12 13 -15 16 -17 -18 -19 19 23 22 -23 -24 25 -26 -27 leaf_value=-0.0065774160916383132 0.002470006996406308 0.0059280582491781312 0.030752593031348443 0.0048094461995236964 -0.020730476396700025 -0.023235184612045615 -0.0057214708319685446 0.0024179944452262826 -0.0068931557739993115 -0.0058473159561234578 0.026802816722762243 -0.025972249170282537 -0.00074950760529063733 -0.020799074146308862 0.00063353311550408224 0.035341106329893596 -0.0049865215692985222 0.011329302021723119 0.021114070584482985 -0.00064677050084804724 -0.0069447971711519589 0.00015581135175770185 0.0026006539629691472 3.6393359455268321e-05 0.011073343976058291 -0.0085989433620535915 leaf_weight=7.8958466835320014 6.9744049590080985 4.7895826920866993 7.2169651985168439 7.8059644252061844 5.1045942157506934 5.2764742113649827 9.6479623951017839 3.0595167726278305 9.7076444327831251 7.2833521440625182 7.035942718386651 5.5177586376667049 11.885929688811304 5.1530902162194243 140.16937137348577 5.0890665892511597 49.56491819024086 6.4440630748867989 7.7144014835357657 144.85251899622381 95.906071126461029 266.8783246986568 21.75362273491919 6822.6296646022238 36.240372490137815 8.7106597647070867 leaf_count=35 27 23 21 26 21 38 41 14 29 33 25 24 46 23 664 21 237 22 22 563 365 1064 125 23349 125 34 internal_value=-4.26251e-06 -0.000747113 0.00506956 0.0172724 -0.00435847 -0.00158194 -0.000699712 -0.0138198 2.31731e-05 0.00766526 0.0146899 -0.00844733 -0.0114997 -0.00681307 -0.000164825 0.00845847 -0.000834612 0.0014695 1.22545e-06 1.02641e-05 -0.00103252 0.000744612 -0.00517998 6.85941e-05 0.00169866 2.53824e-05 internal_weight=7710.31 274.621 34.4674 15.0229 19.4445 240.154 212.807 8.33599 7435.69 21.2937 14.0103 27.3464 22.5568 17.039 204.471 14.737 189.734 14.3399 7414.39 7404.69 392.252 274.593 117.66 7012.43 181.093 6831.34 internal_count=27017 1256 125 47 78 1131 1015 52 25761 85 52 116 93 69 963 62 901 57 25676 25647 1576 1086 490 24071 688 23383 is_linear=0 shrinkage=0.03 Tree=1791 num_leaves=31 num_cat=0 split_feature=9 10 5 3 2 9 5 9 5 12 4 5 11 3 8 4 0 8 11 11 13 4 7 11 11 4 12 0 9 12 split_gain=0.175571 1.38662 3.24505 4.30384 3.45527 3.04006 2.35369 1.66655 2.03921 2.96354 2.31594 2.16643 1.56557 2.47048 1.56384 1.37243 1.30415 4.50915 1.4649 1.20062 1.22325 1.11828 0.830361 1.7383 2.93293 2.98838 4.92407 2.93767 2.52611 2.52053 threshold=4.1000000000000005 1.1666666666666672 1.6250000000000002 1.7000000000000004 1.7000000000000004 3.9000000000000004 1.5250000000000006 3.9000000000000004 0.97000000000000031 2.1000000000000005 1.4850000000000005 2.0650000000000008 -0.66666666666666619 1.7000000000000004 6.1000000000000005 1.8050000000000004 925.00000000000011 7.9000000000000012 1.0000000180025095e-35 2.5000000000000004 3.3000000000000007 1.6400000000000006 1.9000000000000001 -0.83333333333333315 1.0000000180025095e-35 2.0250000000000008 3.3000000000000007 725.00000000000011 6.9000000000000012 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 5 -5 6 -3 16 9 10 -9 14 -4 -14 -10 -7 19 18 -18 20 -1 -11 -2 29 28 26 -26 -27 -25 -24 right_child=22 2 12 4 -6 15 -8 8 11 21 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 23 24 25 27 -28 -29 -30 -31 leaf_value=0.00043437198247579795 -0.00022888036438302469 0.0012040861184801968 0.018983667078152081 -0.027289714764523406 -0.0045290504166783617 -0.0062899310235621708 -0.015543564758622614 -0.0044134914730819706 0.0023062555364020084 0.015781633754687441 -0.023703565745763992 -0.011793767206834792 -0.011110772351165392 0.01185035789098173 0.007344873759865117 -0.020276441341723551 0.023128298049721389 -0.015838314781297515 0.0048932261483141956 0.011321847383727126 -0.0012689099669637384 -0.0014531552026637309 -0.0035986684809265839 0.0037440251169759773 -0.0012910126392388975 -0.013483733870037784 0.0073829989724218687 0.006081510697129304 -0.0044764794460241796 0.0071715778674163212 leaf_weight=1250.1246161945164 5384.2145194848999 132.64136969298124 8.0147428065538424 11.314743340015413 12.786350160837172 25.322517350316048 8.0083744227886182 22.351580068469051 283.55464193969965 7.1828544139862043 7.4746946096420279 8.7816627249121648 6.8533920645713833 10.964396582916377 68.911483906209469 8.4115061908960325 9.3147514164447838 5.6091574877500525 6.9035069495439521 8.3466060757637006 544.87429592758417 6.4138568341732025 142.1922943815589 385.5657842233777 326.08368927240372 27.858078844845295 71.886610746383667 9.183625288307665 36.859408229589462 22.674647390842438 leaf_count=3681 16764 400 25 35 38 73 23 64 820 20 21 32 21 35 218 28 43 22 29 24 1580 22 412 1130 921 94 211 41 112 78 internal_value=2.59584e-06 0.000218357 -0.00202994 -0.00333167 -0.0152145 -0.00168937 0.000250501 0.000444531 0.00218632 -0.00395617 -0.00924773 0.00292466 0.00797192 0.00301864 0.00329137 -0.00977744 5.83489e-05 0.00734742 0.0153663 -2.98769e-05 -8.26615e-05 0.00765162 -8.00565e-05 0.000703761 0.00124621 -0.000482791 0.000275801 -0.00863299 0.00302673 -0.0021174 internal_weight=8860.68 2454.16 224.317 198.485 24.1011 174.384 140.65 2229.84 404.671 43.423 29.8263 361.248 25.8325 17.8178 352.466 33.734 1825.17 21.8274 16.2183 1803.35 1795 13.5967 6406.52 1022.3 857.437 435.012 397.97 37.0417 422.425 164.867 internal_count=27017 7254 678 597 73 524 423 6576 1197 127 85 1070 81 56 1038 101 5379 94 72 5285 5261 42 19763 2999 2509 1267 1132 135 1242 490 is_linear=0 shrinkage=0.03 Tree=1792 num_leaves=12 num_cat=0 split_feature=2 3 4 9 7 2 9 0 10 10 13 split_gain=0.175449 0.680587 0.344525 0.662496 0.237108 2.23282 2.03189 1.09436 0.218459 0.472542 0.337031 threshold=3.9000000000000004 1.5000000000000002 2.8450000000000011 5.5000000000000009 1.0000000180025095e-35 0.90000000000000013 4.3000000000000016 475.00000000000006 3.1666666666666674 2.8333333333333344 0.70000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 5 -1 -7 -8 9 10 -6 right_child=1 -3 3 -5 8 6 7 -9 -10 -11 -12 leaf_value=0.014208239072716605 -0.015266402232646704 0.0041720002646802859 0.0094276387370322359 -0.0028640703369343561 -0.0059326248652373202 0.0082977923427644731 -0.024848758996393324 -0.0061858747951584261 -0.0055478396942628102 0.0076570955002638859 9.1823824635905353e-06 leaf_weight=5.0315494313836124 3.0459592910483471 3.4653832223266363 9.5787680298089999 6.7115035019814959 8.6017498075962049 4.5069503225386134 5.6589374132454378 5.652223963290453 6.3710491992533198 7.264992617070674 7303.4711311440915 leaf_count=23 38 31 39 32 38 18 29 28 28 31 26682 internal_value=1.17525e-06 -0.00492114 5.52831e-06 0.00436352 -4.13511e-06 -0.00319882 -0.0087358 -0.0155229 4.95727e-06 9.79065e-06 2.19258e-06 internal_weight=7369.36 6.51134 7362.85 16.2903 7346.56 20.8497 15.8181 11.3112 7325.71 7319.34 7312.07 internal_count=27017 69 26948 71 26877 98 75 57 26779 26751 26720 is_linear=0 shrinkage=0.03 Tree=1793 num_leaves=11 num_cat=0 split_feature=5 12 10 12 11 12 2 2 6 12 split_gain=0.180673 0.265893 0.508425 0.251799 0.858157 0.455106 1.29745 0.255779 2.01052 0.517645 threshold=3.2350000000000008 6.3000000000000016 0.33333333333333326 5.9000000000000012 0.33333333333333326 5.700000000000002 2.7000000000000006 3.7000000000000006 0.70000000000000007 5.3000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 7 -7 9 -9 -1 right_child=-2 2 -4 4 -6 6 -8 8 -10 -11 leaf_value=2.9082804664326228e-06 -0.0052637871302340499 -0.0016812245874730765 0.011512466088034879 -0.012315034040831639 0.00611299289439901 0.018196370682843337 -0.0036682388263674565 -0.013312502133356399 0.019992562185123363 -0.0036149146255498596 leaf_weight=7631.7663508239202 5.8733546882867804 5.3792997486889345 5.140796322375536 5.6512427739799005 3.8060528002679348 4.547441899776457 5.2771006710827351 2.8337729535996905 3.8442667126655579 35.761047417297959 leaf_count=26633 21 25 25 31 18 16 30 32 39 147 internal_value=-4.10667e-06 -9.68135e-08 0.00476606 -6.61407e-06 -0.00489874 -5.92971e-07 0.00645213 -8.85377e-06 0.00585982 -1.39651e-05 internal_weight=7709.88 7704.01 10.5201 7693.49 9.4573 7684.03 9.82454 7674.21 6.67804 7667.53 internal_count=27017 26996 50 26946 49 26897 46 26851 71 26780 is_linear=0 shrinkage=0.03 Tree=1794 num_leaves=31 num_cat=0 split_feature=5 9 6 8 11 12 11 10 8 3 5 12 9 6 5 5 11 2 10 0 12 8 8 5 8 13 11 9 13 10 split_gain=0.171502 1.47351 1.29375 2.43838 2.00026 1.86853 1.53043 2.82095 1.52707 1.4414 1.43277 0.965653 0.699903 3.0619 3.35174 3.22495 2.39386 3.22664 1.9607 1.80112 2.23698 1.59326 1.54804 1.47972 2.25758 1.49082 2.57168 0.694823 0.532263 2.062 threshold=0.99000000000000021 6.7000000000000002 0.70000000000000007 3.3000000000000003 0.83333333333333337 2.1000000000000005 0.83333333333333337 -1.1666666666666663 4.7000000000000002 1.5000000000000002 0.9650000000000003 3.1000000000000005 2.9000000000000004 2.1000000000000005 1.5950000000000004 1.1550000000000007 -0.83333333333333315 1.5000000000000002 0.33333333333333326 350.00000000000006 2.5000000000000004 5.3000000000000016 3.5000000000000004 1.0050000000000006 3.9000000000000004 2.3000000000000007 -1.0000000180025095e-35 2.5000000000000004 3.7000000000000006 2.1666666666666674 decision_type=2 2 2 2 2 2 2 2 2 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 -5 9 -8 -9 10 -4 -11 13 14 16 27 17 -2 21 -17 -21 -16 -18 24 -14 -26 -27 -15 -25 -30 right_child=12 -3 6 4 -6 -7 7 8 -10 11 -12 -13 23 15 18 19 22 -19 -20 20 -22 -23 -24 28 25 26 -28 -29 29 -31 leaf_value=-0.0095058888140772766 0.00029623874854235217 -0.013558212890641951 -0.0012979769038794749 0.0028658299282920698 -0.006957024040299597 0.014079382912835538 0.02161887279969647 0.0068108761592891301 -0.003354796440885475 0.016682771164353259 0.0026286151299991598 0.0013143871855503331 -0.019379170920069091 0.010090022681912602 0.01419389349899299 -0.0028746980845320421 -0.0093028624153283172 0.020696733219905231 0.022597036268717303 -0.0098190627494002154 -0.029109213908298206 -0.005720185351600039 -0.0014543192926561636 -4.7539986463802483e-05 -0.013221842103051116 0.015078345687677927 -0.0068512297627084731 -0.0033710978213276174 0.00058092159191844512 0.017162820640923844 leaf_weight=9.8063114173710328 24.187729001045227 6.695866882801055 455.75926870852709 25.563939638435841 8.4687834680080396 28.046352710574865 7.7105622738599768 29.408808462321758 24.278623141348362 7.2973800599575025 102.43206287920475 7.4223049283027649 8.6825734823942167 6.892887741327284 7.2060768902301806 9.0809817761182803 25.637009128928185 9.8067475706338865 8.154861353337763 11.644808113574983 10.105834409594534 7.2574162632226944 192.03796718269587 6791.6689346125349 7.4596741199493435 8.4106088727712649 11.250951416790484 6.91142837703228 994.08858356997371 6.7954823002219191 leaf_count=31 69 21 1336 79 30 115 26 85 73 21 295 25 26 20 21 27 77 32 24 37 32 22 562 20850 21 26 33 20 2960 21 internal_value=2.60249e-06 0.000448803 0.000581612 0.00439591 0.00659191 0.00873223 0.000149343 0.0046507 0.00221374 -0.000333061 -0.000577419 0.00893336 -3.64402e-05 -0.00141405 -0.000228245 -0.00870081 -0.00122243 0.00618139 0.0108339 -0.0140965 -0.0187817 0.00420151 -0.00237869 1.96829e-05 -0.00606518 -0.00180285 0.00252957 0.00335042 4.76405e-05 0.000693504 internal_weight=8860.17 712.89 706.194 71.8854 62.0791 53.6103 634.309 61.398 53.6874 572.911 558.191 14.7197 8147.28 318.924 274.288 44.6359 251.669 33.9945 22.6184 30.8316 21.7506 14.4635 217.675 7828.36 35.8038 27.1212 19.6616 13.8043 7792.55 1000.88 internal_count=27017 2137 2116 255 224 194 1861 184 158 1677 1631 46 24880 943 807 136 740 101 67 96 69 43 639 23937 106 80 59 40 23831 2981 is_linear=0 shrinkage=0.03 Tree=1795 num_leaves=10 num_cat=0 split_feature=5 5 9 8 4 8 8 5 8 split_gain=0.176736 0.285859 0.242453 0.252553 1.57237 1.52545 0.482611 2.50332 0.754972 threshold=3.2000000000000006 3.0050000000000008 10.500000000000002 8.7000000000000011 1.445000000000001 9.1000000000000014 7.5000000000000009 2.3750000000000009 6.9000000000000012 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 -6 8 -8 -1 right_child=-2 -3 -4 4 5 -7 7 -9 -10 leaf_value=2.7057578472023116e-05 -0.0051419253283117704 0.0056760929359607713 0.0055720755055981884 0.016769282082839725 -0.010987144248080288 0.00022090247739110062 0.0018734353177686032 -0.018476447049860168 -0.0015940935873755384 leaf_weight=6799.7579608261585 6.0079794302582732 7.9924047887325278 7.0198767855763426 3.7098496258258811 16.320195239037275 33.084339959546924 220.908637188375 5.5778198689222327 268.75781785883009 leaf_count=24395 28 37 26 12 112 183 1007 32 1185 internal_value=1.37812e-06 5.57482e-06 -5.87006e-07 -5.91074e-06 -0.00206709 -0.00348154 9.09659e-06 0.00137227 -3.45815e-05 internal_weight=7369.14 7363.13 7355.14 7348.12 53.1144 49.4045 7295 226.486 7068.52 internal_count=27017 26989 26952 26926 307 295 26619 1039 25580 is_linear=0 shrinkage=0.03 Tree=1796 num_leaves=22 num_cat=0 split_feature=4 11 4 3 8 9 3 4 8 2 2 8 8 4 4 3 8 4 11 4 4 split_gain=0.174945 1.06482 1.15792 0.78616 2.22491 1.43727 1.39054 0.707725 0.9098 0.972838 0.54603 0.525589 0.288035 1.64055 0.846724 1.43604 0.436966 0.399042 1.28188 0.531327 0.000409347 threshold=2.6350000000000011 -0.66666666666666619 2.6550000000000007 1.7000000000000004 5.7000000000000002 3.7000000000000006 2.5000000000000004 2.5850000000000013 7.9000000000000012 3.1000000000000005 2.9000000000000004 8.1000000000000014 9.3000000000000025 2.3550000000000009 2.1250000000000004 1.5000000000000002 9.1000000000000014 2.5350000000000006 -0.33333333333333331 2.495000000000001 2.745000000000001 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=7 11 -3 4 -4 -6 10 12 9 -9 -5 20 16 14 15 -14 17 19 -19 -1 -2 right_child=1 2 3 6 5 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 leaf_value=-7.1752703989032811e-06 -0.022267452487122398 -0.01999151678692054 0.026318828327163528 0.023786734834169852 0.010488246376485813 -0.021684401295480164 -0.0072405163536774283 -0.012909363090397662 0.018821637514185762 0.012119582240265847 0.0076604256304674979 -0.0038070000885245207 -0.014529246627841544 0.014278372223617797 -0.018202522274641444 0.0062594063678237111 0.0070521967330831317 0.0054280016750715507 -0.019371767719423692 0.0061786506266217995 -0.02158900331777135 leaf_weight=7624.4454083368182 1.5385138504207163 2.1802127733826664 1.6886775046587015 3.6763161830604059 1.7446079961955545 4.4053602274507284 3.5595799647271633 2.6610542666167003 4.1080915667116642 2.943805880844593 3.8883672337979078 2.6225091256201267 5.5408233208581859 3.7934364490211001 4.8072584606707087 6.4976021274924278 7.9071267843246451 3.7678222842514515 3.73565949499607 12.517599359154699 1.668279154691845 leaf_count=26421 17 13 12 19 21 74 18 20 18 21 28 30 31 22 28 26 34 28 36 76 24 internal_value=-4.30809e-06 -0.00241616 0.000713681 0.00309421 -0.00418257 -0.0125577 0.00822175 4.15942e-06 0.00809704 0.000236434 0.0154976 -0.0137682 -6.08503e-06 -0.00354535 -0.00755903 -0.00330881 3.46068e-06 -3.83024e-06 -0.00691873 2.9638e-06 -0.0219145 internal_weight=7709.7 26.9724 21.1431 18.9629 7.83865 6.14997 11.1243 7682.73 9.71295 5.60486 7.56468 5.8293 7673.01 20.6391 16.8457 12.0384 7652.37 7644.47 7.50348 7636.96 3.20679 internal_count=27017 256 185 172 107 95 65 26761 59 41 47 71 26702 107 85 57 26595 26561 64 26497 41 is_linear=0 shrinkage=0.03 Tree=1797 num_leaves=31 num_cat=0 split_feature=9 0 6 7 5 2 10 3 4 9 2 2 10 11 4 4 12 8 3 8 5 13 4 8 9 9 4 5 9 12 split_gain=0.172153 1.34847 2.67916 3.25164 3.85765 3.42752 3.22051 2.5957 2.88741 3.04383 2.26966 2.26321 2.39108 2.13046 2.04224 2.56102 2.35796 1.98459 1.89642 1.74057 1.69374 1.51347 0.815685 2.47503 1.3009 1.07877 1.06184 2.36376 1.09334 0.842187 threshold=4.1000000000000005 350.00000000000006 1.9000000000000001 2.3000000000000003 1.6900000000000006 0.70000000000000007 1.0000000180025095e-35 0.50000000000000011 1.4350000000000007 3.3000000000000003 0.90000000000000013 1.3 -1.0000000180025095e-35 -0.83333333333333315 0.65500000000000025 0.93000000000000027 1.7000000000000004 2.9000000000000004 0.90000000000000013 2.3000000000000003 1.1350000000000005 3.1000000000000005 0.68500000000000016 2.3000000000000003 5.3000000000000016 6.5000000000000009 0.73500000000000032 1.3050000000000006 5.9000000000000012 2.1000000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 5 -4 -5 8 10 -10 -1 13 -13 -9 -3 16 18 -18 -16 20 -17 -21 23 -2 -25 -26 27 -24 -29 -28 right_child=22 14 3 6 -6 -7 -8 11 9 -11 -12 12 -14 -15 15 19 17 -19 -20 21 -22 -23 26 24 25 -27 29 28 -30 -31 leaf_value=0.00065036318927168442 0.010675905235557557 0.015627730958533727 0.013813081034983955 -0.017659773742592904 0.024809228308380293 0.00091046402778265903 0.0061599568178622261 0.0020771567958801575 0.010324901560981117 -0.01421334271322576 0.019507610468000286 0.0036221749270600877 -0.0023352381513007743 -0.0048137455660120718 -0.0062213566846466692 0.020731074787919173 -0.010367470022810467 0.0027483147188948542 -0.022031947230830195 0.0015333878270265776 0.0031707584992056391 -0.00041558008471634513 -0.010713501056418948 -0.017269568547767653 0.0041521876178264696 -0.013794508602691689 0.00050337425083111294 0.018586533162329204 0.0026730278053704462 -0.00028350865330616402 leaf_weight=9.3298261463642138 6.9924820661544826 8.2093222141265851 22.381110161542892 12.888955354690554 7.8326376229524604 107.67703153938055 8.462653771042822 47.058528825640678 8.0900079309940356 10.396236822009085 14.947957947850226 97.314915802329779 160.86741243675351 284.51235626637936 31.194036811590195 7.6441545188426998 13.449331387877463 45.541683822870255 8.7410316020250303 961.00645617954433 13.991635292768477 572.06154616177082 5.3478749394416836 10.853449210524561 7.4795355647802335 5.0494739860296249 1655.4272132813931 9.8073302358388919 6.4353637695312491 4698.6484372178093 leaf_count=26 22 24 66 37 24 314 25 134 24 30 43 290 467 807 91 21 43 136 26 2914 45 1667 17 39 25 24 4779 30 24 14803 internal_value=2.54232e-06 0.000216222 -0.000802694 0.00267531 0.00436222 0.00313082 -0.00821889 -0.00167832 0.00545856 -0.00347484 0.0122609 -0.00219582 -8.97508e-05 -0.00383575 0.00070167 0.000627571 -0.00405276 -0.000241946 -0.009682 0.000925381 0.009375 0.000806134 -7.92999e-05 -0.00498378 -0.00966677 -0.00308074 -5.5934e-05 0.00658583 0.0122816 -7.85021e-05 internal_weight=8859.64 2453.6 791.76 159.242 137.891 130.058 21.3516 632.517 42.764 18.4862 24.2778 589.753 258.182 331.571 1661.84 1653.63 98.9261 58.991 39.9351 1554.7 21.6358 1533.07 6406.04 30.3749 23.3825 12.529 6375.67 21.5906 16.2427 6354.08 internal_count=27017 7254 2287 466 404 380 62 1821 123 54 69 1698 757 941 4967 4943 296 179 117 4647 66 4581 19763 110 88 49 19653 71 54 19582 is_linear=0 shrinkage=0.03 Tree=1798 num_leaves=31 num_cat=0 split_feature=12 11 0 0 5 5 4 6 5 4 13 6 8 4 10 9 10 11 2 5 8 4 11 10 8 9 9 9 12 2 split_gain=0.177009 1.16725 1.16038 1.35076 3.5918 2.03735 1.48679 5.93243 3.05491 1.25582 0.672761 1.80191 2.91457 3.01892 2.77365 2.98185 2.68669 1.93664 1.61067 2.55199 1.80823 1.80383 1.62346 2.78856 2.49673 1.45917 1.45197 1.37091 4.05582 1.286 threshold=2.1000000000000005 -2.1666666666666656 875.00000000000011 475.00000000000006 1.9900000000000007 1.8450000000000004 1.2850000000000008 2.1000000000000005 1.3550000000000006 1.4250000000000005 2.9000000000000008 1.3 5.5000000000000009 0.80000000000000038 -0.99999999999999978 3.7000000000000006 1.8333333333333339 1.5000000000000004 0.50000000000000011 1.4350000000000007 5.5000000000000009 0.91000000000000036 2.1666666666666674 -0.83333333333333315 5.5000000000000009 9.7000000000000011 5.1000000000000005 2.3000000000000003 2.7000000000000006 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 -3 8 -8 -5 -4 11 25 13 26 15 -14 -16 -15 19 -12 21 -21 27 -24 -25 29 -13 28 -20 -2 right_child=10 2 9 6 -6 -7 7 -9 -10 -11 18 12 14 17 16 -17 -18 -19 22 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010867999868531725 0.00097111372742615914 -0.00089747325659039149 0.0051141601463683137 0.0014638481091168232 -0.017840578870338925 0.0078273916378527406 0.0034151793255577244 -0.0067554647464445824 -0.0030650696409660959 -0.0164427913810095 0.011003708644393784 0.022235916246613918 0.025655046294886755 -0.0020813431598051199 -0.00093612987440228426 0.0044623289721564697 0.014516637739454632 -0.0079787258387495306 -0.017705841675105055 0.0025566427409536388 0.002519062433669774 -0.017917080599284596 0.02650307022521944 -0.0023351093422878063 0.01846193916790146 0.011460449431628543 0.0018893780301283873 0.00064020120892361004 0.0047066240599500852 -0.00045673003349381002 leaf_weight=9.2475234121084195 1126.8957117088139 1032.4900886714458 3.5277951359748823 333.88320872187614 11.110564112663267 24.662782467901707 369.38873555138707 59.999044790863991 223.95916809886694 7.8313304111361504 6.8973758965730658 6.4375057443976385 6.6072866320610038 645.57404518127441 242.90254110470414 62.464457495138049 10.566738247871397 54.333567060530186 13.814663521945478 4.9278430938720765 8.7017392404377443 18.092700980603695 5.6370864659547797 19.309273682534698 7.1076818071305743 10.501317821443079 6.1935982406139374 1876.437569167465 15.331382494419811 1144.0563661884516 leaf_count=36 3947 3575 14 1139 45 86 1325 209 781 44 24 22 22 2356 933 241 40 211 59 20 33 76 17 70 25 40 24 6855 63 4685 internal_value=1.38494e-06 -0.000233382 -0.0001858 -0.000132958 -0.000872262 -0.000693927 0.000667029 0.00199402 -0.000354394 -0.00974787 9.34723e-05 -0.000167617 -0.00120578 -0.00227683 0.00116032 0.00648959 -0.000291928 -0.00253915 0.000531629 -0.00553482 -0.00913079 -0.0135344 0.000652541 0.00734798 0.00326049 0.000303389 0.0122591 0.000539917 -0.00591645 0.000251797 internal_weight=7368.89 2076.1 2066.85 2055.49 1068.26 1057.15 987.23 429.388 557.842 11.3591 5292.79 3316.53 1035.08 712.539 322.541 69.0717 253.469 699.908 1976.26 38.6197 31.7223 23.0205 1937.64 32.054 26.417 2281.45 12.6311 1905.58 29.146 2270.95 internal_count=27017 7254 7218 7160 3706 3661 3454 1534 1920 58 19763 12521 3849 2613 1236 263 973 2567 7242 153 129 96 7089 112 95 8672 46 6977 122 8632 is_linear=0 shrinkage=0.03 Tree=1799 num_leaves=10 num_cat=0 split_feature=5 5 0 5 10 5 11 5 3 split_gain=0.178176 0.266426 1.20358 0.368351 0.943929 0.308811 0.280448 1.38881 0.357098 threshold=3.2350000000000008 2.9150000000000005 475.00000000000006 2.8350000000000004 -1.0000000180025095e-35 2.7950000000000004 -2.8333333333333326 2.1350000000000011 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 6 7 -1 -8 right_child=-2 2 -4 4 -6 -7 8 -9 -10 leaf_value=-0.0013944377738937057 -0.0052275431465035639 0.011337984802426065 -0.0054426170161405137 -0.014418848625317414 0.0030532296318261164 0.0062588712137584658 -6.3224147538350884e-07 0.016041038407024855 -0.0028535603291528896 leaf_weight=14.609214100986721 5.873164251446723 8.6984805017709714 6.8969678357243529 5.4271639138460159 5.7115761376917344 7.0876139476895323 7609.735539786052 5.7221265807747832 39.69241401925683 leaf_count=46 21 38 28 19 25 27 26643 24 146 internal_value=-4.24537e-06 -2.63154e-07 0.00391689 -8.20929e-06 -0.00545975 -2.99369e-07 -6.08346e-06 0.00351267 -1.54359e-05 internal_weight=7709.45 7703.58 15.5954 7687.99 11.1387 7676.85 7669.76 20.3313 7649.43 internal_count=27017 26996 66 26930 44 26886 26859 70 26789 is_linear=0 shrinkage=0.03 end of trees feature_importances: AxG_Roll=6669 HxG_Roll=6268 HCorn_Roll=4106 ACorn_Roll=4102 H_Trend=3293 A_Trend=3225 HDef_Roll=2744 HG_Roll=2701 Total_Def_Weakness=2610 ADef_Roll=2556 AG_Roll=2481 HomeValue=2447 Total_Att_Strength=2434 parameters: [boosting: gbdt] [objective: multiclass] [metric: multi_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 600] [learning_rate: 0.03] [num_leaves: 31] [num_threads: 2] [seed: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: 6] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 1] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 3] [bagging_by_query: 0] [feature_fraction: 1] [feature_fraction_bynode: 1] [feature_fraction_seed: 2] [extra_trees: 0] [extra_seed: 6] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 4] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: -1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 1] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 5] [num_class: 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:[]