model_weights-peon.txt

tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=10
objective=regression
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10
feature_infos=[8.296875:38.5] [-2.099609375:21] [0:1] [0:1] [0:1] [0:23] [0:1] [0:6] [0.55712890625:8.59375] [0.260986328125:2.806640625] [0:0.873046875]
tree_sizes=2417 2596 2442 2430 2509 2533 2614 2539 2521 2518 2792 2530 2685 2685 2613 2525 2687 2438 2620 2634 2708 2438 2698 2451 2806 2453 2702 2628 2542 2543 2614 2696 2785 2719 2613 2617 2711 2544 2623 2699 2711 2453 2798 2714 2609 2622 2727 2776 2708 2526 2623 2536 2702 2882 2453 2434 2617 2546 2618 2618 2786 2613 2527 2532 2801 2371 2613 2794 2541 2452 2716 2641 2616 2614 2447 2630 2624 2535 2797 2631 2439 2619 2536 2538 2708 2712 2795 2711 2523 2715 2710 2535 2816 2719 2550 2540 2458 2796 2619 2447 2635 2638 2797 2537 2725 2725 2618 2455 2637 2547 2548 2541 2721 2633 2736 2773 2727 2614 2533 2624 2718 2710 2637 2617 2633 2727 2544 2799 2644 2624 2447 2796 2622 2629 2536 2717 2742 2816 2470 2739 2741 2451 2721 2476 2807 2715 2731 2740 2631 2646 2624 2742 2556 2539 2714 2654 2560 2722 2532 2634 2568 2822 2645 2901 2530 2641 2835 2738 2567 2649 2627 2569 2653 2723 2737 2730 2668 2661 2480 2818 2936 2824 2804 2655 2651 2562 2655 2568 2646 2636 2463 2753 2667 2568 2684 2660 2741 2795 2657 2559 2738 2551 2566 2721 2819 2572 2730 2659 2666 2747 2643 2552 2555 2660 2661 2567 2570 2825 2728 2574 2662 2814 2672 2747 2657 2677 2672 2748 2567 2561 2649 2650 2586 2743 2830 2824 2754 2569 2761 2727 2564 2659 2652 2560 2740 2753 2662 2819

Tree=0
num_leaves=28
num_cat=0
split_feature=9 6 6 9 9 7 9 9 9 1 8 1 9 7 8 1 9 10 9 10 1 4 8 9 9 9 8
split_gain=794.511 565.085 124.275 182.427 107.464 55.0709 28.9924 27.0432 26.9072 23.4069 19.5894 11.4027 11.135 9.74395 7.2392 5.8996 5.40268 4.25599 3.78117 2.57706 2.40225 1.56804 1.11507 0.873194 0.773486 0.512462 0.246322
threshold=1.4121093750000002 1.0000000180025095e-35 1.0000000180025095e-35 0.94604492187500011 1.8437500000000002 3.5000000000000004 2.2255859375000004 1.2495117187500002 2.1416015625000004 12.152343750000002 1.3842773437500002 11.449218750000002 1.6669921875000002 4.5000000000000009 2.2197265625000004 14.949218750000002 1.0136718750000002 0.48339843750000006 1.7426757812500002 0.45947265625000006 5.9492187500000009 1.0000000180025095e-35 2.7314453125000004 0.55004882812500011 0.81616210937500011 1.5830078125000002 2.5175781250000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 9 10 12 7 -6 11 18 16 23 -5 -3 14 -12 -13 24 -7 25 21 -18 26 -23 -4 -1 -2 -11
right_child=1 4 3 5 6 17 -8 -9 -10 19 13 15 -14 -15 -16 -17 20 -19 -20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=1.1694616006553546 1.1722965041981324 1.1890742755377646 1.1671425159555096 1.185823722527749 1.1999148430816031 1.1731487975406261 1.2096595016200749 1.1905108091049212 1.1824609451948125 1.1672178834313309 1.1722538392802646 1.1775772774875242 1.1948045163577312 1.1696809107109314 1.177291071173393 1.182439840338283 1.1748076948815476 1.1772567330980557 1.1758109814178075 1.1696642611953123 1.1719760696111214 1.1673460106425508 1.1690958325221807 1.1687394473912354 1.1710331302269563 1.1737296324758522 1.1664366004902322
leaf_weight=122 102 184 180 105 156 102 98 100 102 130 132 95 105 138 98 102 105 97 178 117 135 156 133 108 125 95 205
leaf_count=122 102 184 180 105 156 102 98 100 102 130 132 95 105 138 98 102 105 97 178 117 135 156 133 108 125 95 205
internal_value=1.17681 1.18722 1.1725 1.1756 1.19701 1.18119 1.20367 1.18418 1.17607 1.16932 1.17048 1.18209 1.19116 1.17263 1.1744 1.18009 1.17171 1.17515 1.17433 1.16775 1.17321 1.16739 1.16815 1.16774 1.17026 1.17299 1.16674
internal_weight=0 1020 2485 1257 543 601 254 402 477 1228 656 302 289 368 230 197 487 199 375 741 240 624 289 288 247 197 335
internal_count=3505 1020 2485 1257 543 601 254 402 477 1228 656 302 289 368 230 197 487 199 375 741 240 624 289 288 247 197 335
is_linear=0
shrinkage=1


Tree=1
num_leaves=28
num_cat=0
split_feature=9 5 5 4 5 5 8 5 9 9 1 5 7 9 8 9 1 9 9 9 1 9 9 1 9 8 8
split_gain=673.684 389.107 565.504 108.691 152.597 254.539 81.171 75.5904 74.9735 24.5167 22.1513 17.0454 16.5374 15.2292 10.7321 7.30552 5.44841 5.32357 2.96678 2.42797 2.30736 2.89319 2.08617 1.23326 0.700803 0.548223 0.250355
threshold=1.4077148437500002 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 2.2197265625000004 18.500000000000004 1.8740234375000002 1.1269531250000002 13.050781250000002 18.500000000000004 2.5000000000000004 0.76171875000000011 2.9082031250000004 2.0703125000000004 11.949218750000002 1.0136718750000002 1.6401367187500002 1.7890625000000002 14.250000000000002 0.59936523437500011 1.0917968750000002 11.449218750000002 0.64916992187500011 2.6230468750000004 3.7333984375000004
decision_type=2 2 2 2 2 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 15 8 10 16 6 -6 -4 12 -8 13 -7 -3 24 17 18 22 -15 -2 -9 26 -22 -5 -13 -1 -18 -12
right_child=1 2 7 4 5 11 9 19 -10 -11 20 23 -14 14 -16 -17 25 -19 -20 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=-0.0086435507709750128 -0.0046308961838852367 0.02763050547968688 0.01196168635441968 -0.0071023092048169995 -0.00034790969195837654 -0.0014862584657213073 0.010856005864805464 -0.0026054137117673291 0.037907245178138059 0.018975590181382191 -0.0093998516169378193 -0.0059972404989492153 0.019749075853735851 -0.0041131242322635609 -0.0068794358453104065 0.0016152877563794059 -0.0094190085808856516 4.9592905492711542e-05 -0.0017579285481965435 0.00025639049893288118 -0.0091805188946922651 -0.0061839105398351513 -0.0042692392072213106 -0.0079988162674795391 -0.0071541727247111542 -0.0081493296928882349 -0.010301677706335888
leaf_weight=97 113 113 140 101 103 162 186 109 119 121 95 95 98 103 113 96 117 147 190 126 184 97 104 168 174 157 168
leaf_count=97 113 113 140 101 103 162 186 109 119 121 95 95 98 103 113 96 117 147 190 126 184 97 104 168 174 157 168
internal_value=0 0.00932005 0.0155909 -0.0038553 -0.00107891 0.00254505 0.0104376 0.00379454 0.0289958 0.0140562 -0.00695222 -0.00506897 0.0239699 -0.00516875 -0.00328853 -0.00175998 -0.00739625 -0.00166545 -0.00282937 -0.001071 -0.00903074 -0.0081461 -0.00566504 -0.00727581 -0.00768727 -0.00869149 -0.00997592
internal_weight=0 1104 705 2492 1314 835 410 375 330 307 1178 425 211 634 363 399 479 250 303 235 544 281 205 263 271 274 263
internal_count=3596 1104 705 2492 1314 835 410 375 330 307 1178 425 211 634 363 399 479 250 303 235 544 281 205 263 271 274 263
is_linear=0
shrinkage=0.0140405


Tree=2
num_leaves=26
num_cat=0
split_feature=9 6 5 5 6 9 9 5 4 5 1 8 9 0 0 4 9 0 8 9 9 5 9 0 4
split_gain=692.821 580.137 390.972 143.666 129.981 159.083 107.622 74.3472 98.823 97.2247 25.5455 17.32 10.3778 9.04102 8.57705 7.26764 5.61099 2.27882 2.19064 1.74918 1.38735 1.33636 1.03775 0.161434 0.0834358
threshold=1.4506835937500002 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 0.85522460937500011 1.9497070312500002 8.5000000000000018 1.0000000180025095e-35 15.500000000000002 12.152343750000002 3.1035156250000004 0.67065429687500011 13.347656250000002 16.546875000000004 1.0000000180025095e-35 1.1313476562500002 19.523437500000004 4.0097656250000009 0.72583007812500011 0.87060546875000011 18.500000000000004 0.55004882812500011 17.328125000000004 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=4 13 -3 6 10 12 -4 -7 -9 11 16 -10 22 -2 -15 -14 20 -16 19 24 23 -21 -6 -1 -12
right_child=1 2 3 -5 5 7 -8 8 9 -11 18 -13 15 14 17 -17 -18 -19 -20 21 -22 -23 -24 -25 -26
leaf_value=-0.0061190379522509586 0.0017911111146117361 -0.0015699508621307753 0.025521269905785536 0.014059040840029052 -0.009264487676804942 -0.0049594370633646283 0.04346800211773573 -0.0034950311562490875 0.010812379816681636 -0.00030391043893448377 -0.0089835463891543999 0.017741654692307866 -0.0069139444479472982 -0.0051615556364477547 0.00071494336835105571 -0.0017333770698558255 -0.0025849026812909816 -0.0021890251721010333 -0.01005686166668894 -0.008425438234197764 -0.0048325623293050523 -0.0065376049896628879 -0.007595340779932379 -0.0069311907373881317 -0.0095138995765270424
leaf_weight=96 144 126 174 122 161 167 106 168 160 142 145 128 112 135 114 102 164 100 192 168 188 132 135 97 98
leaf_count=96 144 126 174 122 161 167 106 168 160 142 145 128 112 135 114 102 164 100 192 168 188 132 135 97 98
internal_value=0 0.00978395 0.0200108 0.0267749 -0.00389913 -0.000726081 0.0323154 0.00332335 0.00563644 0.00920409 -0.00705979 0.0138921 -0.00680023 -0.00116894 -0.00239028 -0.0044447 -0.00475633 -0.000642051 -0.0087678 -0.008312 -0.00569101 -0.00759479 -0.00850322 -0.00652722 -0.00919743
internal_weight=0 1021 528 402 2555 1275 280 765 598 430 1280 288 510 493 349 214 545 214 735 543 381 300 296 193 243
internal_count=3576 1021 528 402 2555 1275 280 765 598 430 1280 288 510 493 349 214 545 214 735 543 381 300 296 193 243
is_linear=0
shrinkage=0.0140405


Tree=3
num_leaves=26
num_cat=0
split_feature=8 6 6 8 3 8 8 1 10 8 1 8 10 1 8 8 10 8 8 1 10 8 0 10 8
split_gain=585.939 514.06 186.088 210.727 95.9331 59.6379 48.9962 37.1928 13.6869 13.471 10.0821 9.23353 7.95218 5.50863 3.45228 3.24577 2.59402 2.44429 2.34935 1.58346 1.27712 1.1984 1.16426 0.642606 0.163513
threshold=4.6210937500000009 1.0000000180025095e-35 1.0000000180025095e-35 2.2197265625000004 1.0000000180025095e-35 3.2958984375000004 5.9238281250000009 12.152343750000002 0.49340820312500006 1.7338867187500002 6.3496093750000009 4.0097656250000009 0.43750000000000006 6.4492187500000009 2.6357421875000004 3.0029296875000004 0.47460937500000006 3.1962890625000004 1.0249023437500002 14.250000000000002 0.42944335937500006 2.8212890625000004 17.734375000000004 0.39843750000000006 4.6074218750000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 7 9 5 14 10 12 -2 18 -3 -7 22 -14 -5 -16 19 -15 -4 24 -11 23 -1 -21 -9
right_child=1 6 3 4 -6 11 -8 16 -10 20 -12 -13 13 17 15 -17 -18 -19 -20 21 -22 -23 -24 -25 -26
leaf_value=-0.00511027771588688 -0.0044181121228557682 0.014661053751333716 -0.0092506313024536841 0.0017081160287046974 -0.005599522915084902 0.0095075355504173897 0.028251388640749876 -0.0093187118649622879 0.0012107170068455864 -0.004492501916268269 0.020595092789670998 0.014304726142012818 -0.00081094137010803463 -0.0056510231842155922 0.0059984397399568123 0.0028225133191641851 -0.0066462431706045535 -0.0026388542127834462 -0.0068728010328353868 -0.0094920104527903178 -0.002245736728505547 -0.007080036201093029 -0.0069890061026812843 -0.0079961954399733678 -0.0099746542500627564
leaf_weight=157 155 97 147 139 139 177 158 131 189 95 135 143 166 112 131 123 112 101 185 136 105 108 111 97 175
leaf_count=157 155 97 147 139 139 177 158 131 189 95 135 143 166 112 131 123 112 101 185 136 105 108 111 97 175
internal_value=0 0.0111856 -0.00291307 0.00074174 0.00507097 0.0071512 0.022221 -0.00651069 -0.00132553 -0.00619154 0.0181141 0.0116513 -0.00403732 -0.00272838 0.003487 0.00446049 -0.00861908 -0.00422272 -0.00792564 -0.00896059 -0.00331295 -0.0083026 -0.00588841 -0.00886929 -0.00969384
internal_weight=0 734 2790 1384 852 713 390 1406 344 532 232 320 647 379 393 254 759 213 332 647 200 341 268 233 306
internal_count=3524 734 2790 1384 852 713 390 1406 344 532 232 320 647 379 393 254 759 213 332 647 200 341 268 233 306
is_linear=0
shrinkage=0.0140405


Tree=4
num_leaves=27
num_cat=0
split_feature=9 5 5 9 5 5 3 5 9 9 1 5 9 1 9 8 0 9 3 8 8 9 9 1 1 0
split_gain=751.816 314.845 512.854 83.8782 138.13 153.083 107.165 73.8848 54.1791 32.4515 18.6493 16.929 15.8822 8.08468 7.73683 2.88202 2.85815 1.89332 1.21397 1.02664 0.948299 0.564295 0.541638 0.515743 0.134585 0.115867
threshold=1.4174804687500002 8.5000000000000018 15.500000000000002 0.77783203125000011 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 18.500000000000004 1.9497070312500002 1.0961914062500002 13.449218750000002 18.500000000000004 2.1210937500000004 7.7500000000000009 0.63305664062500011 4.4082031250000009 19.007812500000004 1.0502929687500002 1.0000000180025095e-35 4.0175781250000009 5.1875000000000009 0.51977539062500011 1.0668945312500002 7.5507812500000009 16.148437500000004 24.453125000000004
decision_type=2 2 2 2 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 8 14 10 6 9 -4 13 -6 16 -7 15 -3 21 -2 22 -13 -16 -12 -9 25 -5 -20 -23 -1
right_child=1 2 7 4 5 11 -8 20 -10 -11 19 17 -14 -15 18 -17 -18 -19 23 -21 -22 24 -24 -25 -26 -27
leaf_value=-0.0095368707891943169 0.00023567044893424872 0.021747727711586874 0.012132306346795255 -0.00424171917059947 0.007893292168904633 -0.00031712562200782602 -0.0041858294061634417 -0.0023482308145526031 0.036719888852274792 0.017297845248122466 -0.008337830390435317 -0.0071647373461088803 0.0049209489718734477 0.027510312074785648 -0.0053277935890149878 -0.0027092230436947238 -0.0062459654014854742 -0.0049173350359572217 -0.0060889206009970614 -0.0098392887305678509 -0.00040914914361998031 -0.0085853993874716941 -0.0027953957940630028 -0.0074613632511708518 -0.0079247281372159233 -0.0089015828292420794
leaf_weight=140 103 97 134 96 152 168 105 97 117 138 171 129 98 95 186 180 114 173 95 189 102 155 109 125 100 95
leaf_count=140 103 97 134 96 152 168 105 97 117 138 171 129 98 95 186 180 114 173 95 189 102 155 109 125 100 95
internal_value=0 0.0101606 0.0161611 -0.00417881 -0.00219572 0.00152502 0.00796803 0.00407273 0.0291885 0.0123686 -0.0069357 -0.00388985 4.95194e-05 0.024599 -0.0075961 -0.00163741 -0.00446377 -0.00587732 -0.00616278 -0.0091261 -0.00135433 -0.00878372 -0.0034727 -0.00686872 -0.00832631 -0.00928005
internal_weight=0 1023 642 2440 1544 865 395 333 309 290 679 470 381 192 896 283 319 302 406 360 199 490 205 220 255 235
internal_count=3463 1023 642 2440 1544 865 395 333 309 290 679 470 381 192 896 283 319 302 406 360 199 490 205 220 255 235
is_linear=0
shrinkage=0.0140405


Tree=5
num_leaves=27
num_cat=0
split_feature=9 5 5 9 5 5 4 5 9 1 9 5 9 1 9 10 4 5 8 9 5 4 9 9 1 10
split_gain=549.325 315.565 512.491 90.4029 142.969 153.726 89.4494 48.2496 38.3251 17.7237 17.3423 16.0314 11.6381 11.4454 9.14179 6.70663 3.22604 14.6808 3.10351 2.65505 1.4608 1.32032 1.18773 0.83526 0.120594 0.0722041
threshold=1.4077148437500002 8.5000000000000018 15.500000000000002 0.90527343750000011 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 18.500000000000004 1.6772460937500002 5.9492187500000009 1.1152343750000002 17.500000000000004 0.62402343750000011 3.7500000000000004 1.7846679687500002 0.45507812500000006 1.0000000180025095e-35 8.5000000000000018 2.1923828125000004 1.0600585937500002 9.5000000000000018 1.0000000180025095e-35 0.56494140625000011 1.6591796875000002 16.453125000000004 0.41357421875000006
decision_type=2 2 2 2 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 13 8 12 9 6 -6 -4 -3 -5 -8 -7 22 -2 -9 21 18 -18 20 -13 -14 -11 24 -15 25 -1
right_child=1 2 7 4 5 11 10 14 -10 15 -12 19 16 23 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.009462376191312509 0.001909622082854329 0.021513665118276421 0.0094542026253147601 -0.0015987774576112911 -0.0023329113012684178 0.0012226375670854191 0.009981331667557854 -0.0037995788354415524 0.031820732532939461 -0.0096464914375609841 0.017131348770281166 -0.0067685447510868382 -0.0044863558946792378 -0.0042682519650941936 0.0017688796130066141 -0.0052367103248641472 -0.0086560744865835267 -0.0020276721442451249 -0.0086903736403760989 -0.0040753203172478941 -0.0065644222215078809 -0.0079155407857963277 -0.0074158175586252839 -0.0026941142116578979 -0.008661599253559079 -0.008947720577984106
leaf_weight=109 119 118 144 112 100 105 148 111 179 186 122 120 107 105 122 144 106 174 97 181 177 163 127 181 126 106
leaf_count=109 119 118 144 112 100 105 148 111 179 186 122 120 107 105 122 144 106 174 97 181 177 163 127 181 126 106
internal_value=0 0.0080458 0.0139317 -0.00393364 -0.00152436 0.00246455 0.00901073 0.00306487 0.0277257 -0.00664071 0.0132121 -0.00350119 -0.00688069 -0.00174952 -0.000883905 -0.00778614 -0.00568119 -0.004537 -0.00652207 -0.00514903 -0.00578149 -0.00883805 -0.00857485 -0.00327203 -0.00900651 -0.00920864
internal_weight=0 1079 674 2510 1381 776 370 377 297 605 270 406 1129 405 233 493 661 280 381 301 284 349 468 286 341 215
internal_count=3589 1079 674 2510 1381 776 370 377 297 605 270 406 1129 405 233 493 661 280 381 301 284 349 468 286 341 215
is_linear=0
shrinkage=0.0140405


Tree=6
num_leaves=28
num_cat=0
split_feature=9 6 5 5 6 9 9 5 7 5 1 9 4 9 9 0 7 0 1 9 9 1 5 0 9 7 1
split_gain=766.984 545.878 307.95 186.236 85.7578 108.761 81.1464 50.212 74.9869 35.7897 19.9171 16.9181 8.90091 6.6985 5.44776 4.35148 2.94798 2.05492 1.93825 1.8046 1.79281 1.20764 0.966498 0.717186 0.501646 0.240103 0.0998224
threshold=1.4077148437500002 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 0.91528320312500011 1.8159179687500002 8.5000000000000018 3.5000000000000004 14.500000000000002 11.250000000000002 0.69482421875000011 1.0000000180025095e-35 1.7426757812500002 1.6298828125000002 13.449218750000002 2.5000000000000004 16.648437500000004 13.050781250000002 0.53759765625000011 1.1079101562500002 13.550781250000002 1.0000000180025095e-35 17.414062500000004 0.71801757812500011 2.5000000000000004 16.351562500000004
decision_type=2 2 2 2 2 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 13 -3 6 10 11 14 -7 9 -9 20 19 -13 16 -4 -15 -2 -10 -12 -6 23 -21 -20 -1 26 -26 -24
right_child=1 2 3 -5 5 7 -8 8 17 -11 18 12 -14 15 -16 -17 -18 -19 22 21 -22 -23 24 -25 25 -27 -28
leaf_value=-0.0045688396015357352 -0.0050521769795072004 -0.00096830120574546675 0.020112828513500706 0.010322296137496158 -0.0090549729061525173 -0.0049154292654542938 0.035937041923603162 0.013200041530697329 -0.0035937032501814786 0.0032446689458661068 -0.0066171038620437559 -0.006281727053980766 -0.00075614438834383272 0.002023509751865792 0.024774526072648576 -0.0016549819997144738 -0.0017164093646815123 -0.00075921101826570859 -0.0094474220243646635 -0.0080499108396847284 -0.0030422464200873414 -0.0059156931143148862 -0.0090335507102908465 -0.0060738553554985997 -0.0082584972139708203 -0.0073773498967712788 -0.0084357127722485357
leaf_weight=182 116 133 95 159 154 146 162 169 97 123 112 99 137 105 103 160 95 105 194 112 122 98 117 95 125 119 104
leaf_count=182 116 133 95 159 154 146 162 169 97 123 112 99 137 105 103 160 95 105 194 112 122 98 117 95 125 119 104
internal_value=0 0.00974762 0.0180932 0.0229779 -0.00428025 -0.00170753 0.0285675 0.00231866 0.00445667 0.00900651 -0.0070069 -0.00600213 -0.00307408 -0.0016837 0.0225379 -0.000197466 -0.00355029 -0.00212033 -0.00832474 -0.00790053 -0.0044604 -0.00705394 -0.00861496 -0.005085 -0.00826765 -0.00782876 -0.00875222
internal_weight=0 1128 652 519 2410 1240 360 640 494 292 1170 600 236 476 198 265 211 202 771 364 399 210 659 277 465 244 221
internal_count=3538 1128 652 519 2410 1240 360 640 494 292 1170 600 236 476 198 265 211 202 771 364 399 210 659 277 465 244 221
is_linear=0
shrinkage=0.0140405


Tree=7
num_leaves=27
num_cat=0
split_feature=9 6 5 5 6 9 9 5 4 5 9 1 9 9 9 10 9 10 5 9 9 9 10 9 9 10
split_gain=582.458 490.262 289.364 191.624 94.1382 123.378 83.1845 75.1617 82.3747 66.7894 20.611 17.5531 9.58105 7.34282 6.45385 3.22937 1.82476 1.79836 1.48997 1.32814 1.27794 1.1459 0.952878 0.485299 0.418854 0.122742
threshold=1.4174804687500002 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 0.78955078125000011 1.8740234375000002 8.5000000000000018 1.0000000180025095e-35 15.500000000000002 1.0859375000000002 12.152343750000002 1.9755859375000002 0.68505859375000011 1.2104492187500002 0.51757812500000011 0.92138671875000011 0.47460937500000006 18.500000000000004 0.72583007812500011 1.7426757812500002 0.58496093750000011 0.46093750000000006 1.1909179687500002 0.73193359375000011 0.40039062500000006
decision_type=2 2 2 2 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 12 -3 6 11 13 -4 -7 -9 10 -10 14 15 21 16 20 24 18 23 -20 -2 -6 -18 25 -1 -13
right_child=1 2 3 -5 5 7 -8 8 9 -11 -12 17 -14 -15 -16 -17 22 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0070948840008551988 -0.0045231066995143811 0.00029294119984587088 0.022986974899526839 0.0089632872305254862 -0.0086186105966238845 -0.0057668087117071975 0.038018735805642204 -0.0036571215849177737 0.0077711018885958305 -0.00064258723454920235 0.015145826042943098 -0.0087501601222919299 0.001259231702780034 -0.0041991705847488981 -0.0014646692177456323 -0.00082559509805378779 -0.0055021704897455347 -0.0063334902058499237 -0.0086654303140878703 -0.006468487127338462 -0.0024748388504870992 -0.0069800301121763211 -0.003623453745212224 -0.009418414645987843 -0.0058098062561240333 -0.0080853713206381749
leaf_weight=100 146 149 175 133 190 178 124 169 146 126 153 121 170 154 97 114 109 96 99 120 102 151 104 189 100 100
leaf_count=100 146 149 175 133 190 178 124 169 146 126 153 121 170 154 97 114 109 96 99 120 102 151 104 189 100 100
internal_value=0 0.00824794 0.0171649 0.0229842 -0.003961 -0.00127215 0.0292209 0.00223624 0.00463447 0.00793159 0.0115448 -0.00671953 -0.00149033 -0.00674382 -0.00472376 -0.00278156 -0.00548921 -0.00812345 -0.00839663 -0.00746163 -0.00368067 -0.00789302 -0.00458486 -0.00889607 -0.00645235 -0.00844935
internal_weight=0 1113 581 432 2502 1267 299 772 594 425 299 1235 532 495 510 362 413 725 629 219 248 341 213 410 200 221
internal_count=3615 1113 581 432 2502 1267 299 772 594 425 299 1235 532 495 510 362 413 725 629 219 248 341 213 410 200 221
is_linear=0
shrinkage=0.0140405


Tree=8
num_leaves=27
num_cat=0
split_feature=9 9 9 4 8 8 0 9 7 9 7 8 1 9 8 7 0 0 8 1 4 9 1 9 1 9
split_gain=646.549 102.659 61.6348 45.9244 38.1896 37.6093 19.5558 23.7423 12.1806 9.43961 7.9565 7.06135 7.08901 5.83933 5.13575 4.82404 3.33341 2.2773 2.25467 1.83423 1.31213 1.14559 0.912104 0.902274 0.585271 0.0800723
threshold=1.5385742187500002 0.80102539062500011 1.8798828125000002 1.0000000180025095e-35 2.9375000000000004 3.2958984375000004 16.851562500000004 2.2255859375000004 5.5000000000000009 0.99853515625000011 2.5000000000000004 5.1621093750000009 7.2500000000000009 0.63159179687500011 4.1386718750000009 3.5000000000000004 19.304687500000004 15.449218750000002 2.6982421875000004 14.750000000000002 1.0000000180025095e-35 0.51977539062500011 11.449218750000002 1.1245117187500002 16.453125000000004 0.48449707031250006
decision_type=2 2 2 2 2 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 10 4 8 9 7 -4 -3 19 11 12 -2 21 -6 18 17 -7 -11 -5 22 25 -15 -20 -23 -1
right_child=2 3 6 5 14 16 -8 -9 -10 15 -12 -13 -14 20 -16 -17 -18 -19 23 -21 -22 24 -24 -25 -26 -27
leaf_value=-0.008999917443334976 0.009907195685878379 -0.0028110470987544166 0.0084034549586778379 -0.0024420834799366176 -0.005341132441812519 0.0038010615776813174 0.019514110746717449 0.016724726549497089 0.0032576897430816156 -0.00078261671320599424 0.0050582994294627063 0.01178725132961745 0.0046070896627113129 -0.0057096974297177437 -0.0090450885654628482 -0.0023298907154641283 0.0026872121380102135 0.0067616330902266963 0.00081965373826112567 -0.0047743674111572721 -0.0047444222604175268 -0.0078724109688159752 -0.0074292363397435194 0.0026237124743899013 -0.0065366987056927756 -0.0084682329193091488
leaf_weight=106 99 172 129 168 118 100 123 142 105 117 181 102 100 163 197 137 177 105 122 110 163 171 97 99 104 118
leaf_count=106 99 172 129 168 118 100 123 142 105 117 181 102 100 163 197 137 177 105 122 110 163 171 97 99 104 118
internal_value=0 -0.00316279 0.0107518 -0.00114321 -0.00431348 0.000510351 0.014871 0.0127637 -0.000510623 -0.00131005 0.00738459 0.00878346 0.00724383 -0.00694566 -0.00765757 -0.000107402 0.00409873 0.00531745 0.000793429 -0.00336493 -0.00573205 -0.00797443 -0.00635122 0.00162781 -0.00736727 -0.00871983
internal_weight=0 2649 876 1727 592 1135 394 271 277 753 482 301 199 922 315 475 382 205 338 278 423 499 260 221 275 224
internal_count=3525 2649 876 1727 592 1135 394 271 277 753 482 301 199 922 315 475 382 205 338 278 423 499 260 221 275 224
is_linear=0
shrinkage=0.0140405


Tree=9
num_leaves=27
num_cat=0
split_feature=9 9 9 7 9 9 9 9 1 1 7 9 0 0 7 10 1 1 1 9 1 0 9 0 9 1
split_gain=665.048 101.997 71.1355 36.1471 24.2259 23.6246 13.5278 12.3371 9.48258 18.6127 8.53093 8.47224 18.2385 6.25707 3.34555 3.31911 2.11623 3.93423 2.47182 2.02544 1.58485 1.09339 0.915668 0.530914 0.268344 0.0765623
threshold=1.4677734375000002 2.2255859375000004 0.95947265625000011 5.5000000000000009 1.2495117187500002 1.8867187500000002 1.0859375000000002 0.63159179687500011 2.2500000000000004 5.0507812500000009 1.0000000180025095e-35 1.6171875000000002 15.949218750000002 14.601562500000002 3.5000000000000004 0.42358398437500006 14.550781250000002 10.449218750000002 7.6503906250000009 0.73193359375000011 12.550781250000002 20.546875000000004 0.56494140625000011 23.546875000000004 0.48449707031250006 9.7500000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 6 -5 8 15 22 -2 -10 -8 -11 -13 -7 23 -4 17 18 -12 25 -21 -17 24 -9 -1 -16
right_child=1 -3 3 4 -6 13 10 14 9 11 16 12 -14 -15 19 21 -18 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=-0.0089087347026469144 0.010276736487421374 0.019114666538548725 -0.00068063379914086875 -0.00083272633004719899 -0.0090458093532759121 0.008933970445236656 0.0046546838410040179 -0.0043132920474533137 0.00034353836266218794 0.0041805549161843172 0.001089925305861412 0.0033383985997074571 0.010972261222431426 0.013747469014059818 -0.0071800054242603358 -0.004597185317785522 -0.0010399737499784303 0.0028520770266875386 -0.0017506229377106984 -0.0042807946743664768 -0.0064233772857976738 -0.0025308063093834872 -0.0070842391820599817 -0.0030240458237757832 -0.008078087253236858 -0.0066235192639166815
leaf_weight=129 95 183 126 118 177 97 107 183 111 155 137 95 176 118 99 103 160 131 108 187 107 99 150 96 189 96
leaf_count=129 95 183 126 118 177 97 107 183 111 155 137 95 176 118 99 103 160 131 108 187 107 99 150 96 189 96
internal_value=0 0.00960918 -0.00379553 -0.00145629 -0.00576058 0.00755546 -0.000148599 -0.00619155 0.00618778 0.0054644 0.00103504 0.00679871 0.00829618 0.0115758 -0.00509652 -0.00246896 0.00031246 0.000887964 -0.000162235 -0.0057965 -0.00506058 -0.00358446 -0.00798851 -0.00386968 -0.00841505 -0.00690604
internal_weight=0 1030 2502 1266 295 847 971 1236 632 537 643 426 271 215 768 328 536 376 245 489 294 202 468 279 318 195
internal_count=3532 1030 2502 1266 295 847 971 1236 632 537 643 426 271 215 768 328 536 376 245 489 294 202 468 279 318 195
is_linear=0
shrinkage=0.0140405


Tree=10
num_leaves=30
num_cat=0
split_feature=9 5 5 5 9 5 7 9 5 9 1 0 5 9 10 1 5 10 9 10 1 9 10 0 0 0 9 1 9
split_gain=504.385 299.103 485.594 83.6653 141.037 159.746 99.3642 65.2699 59.8153 29.1792 19.0406 12.0436 11.4312 6.38175 5.98164 8.5191 5.79763 5.48938 2.4617 2.40973 2.33874 1.77549 0.828712 0.553445 0.524237 0.428022 0.255335 0.206526 0.0946365
threshold=1.4101562500000002 8.5000000000000018 15.500000000000002 8.5000000000000018 0.85522460937500011 15.500000000000002 4.5000000000000009 1.8867187500000002 18.500000000000004 1.1313476562500002 11.949218750000002 16.750000000000004 18.500000000000004 0.69482421875000011 0.50244140625000011 5.4492187500000009 16.500000000000004 0.45043945312500006 1.7221679687500002 0.45947265625000006 13.750000000000002 0.59082031250000011 0.45947265625000006 20.648437500000004 17.734375000000004 24.851562500000004 0.52636718750000011 16.046875000000004 1.0263671875000002
decision_type=2 2 2 2 2 2 2 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 10 13 6 9 11 -4 -6 17 -3 -7 21 22 -16 -15 24 -10 25 -14 26 -2 -23 -1 27 -5 28 -12
right_child=1 2 8 4 5 12 -8 -9 18 -11 19 -13 20 16 15 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0051765366485351447 -0.0041942689980949783 0.01806624272591378 0.0091525624668131449 -0.0085599591031139868 0.0095369792901105841 -0.00081091322145229695 -0.003512197691047166 0.034931056396151759 -0.0037795583684734828 0.018749343610996654 -0.0086836962660587387 0.024823639972065104 -0.0045067178308618658 -0.0020072193291378361 0.0031072873260147215 -0.0023474149539520878 -0.0067072284794810659 -0.0023943803485638286 -0.00081021041709208972 -0.0064073813327708302 -0.0072971145859066265 -0.0071103255538372294 -0.0024101689385839565 -0.0056426530741892477 -0.0064886005279189193 -0.0078827741180151796 -0.0076247507489387552 -0.0082977301179461664 -0.0091943124654269934
leaf_weight=148 109 103 160 146 182 163 96 108 96 108 107 105 152 102 97 135 105 163 129 115 97 106 97 97 101 114 95 101 216
leaf_count=148 109 103 160 146 182 163 96 108 96 108 107 105 152 102 97 135 105 163 129 115 97 106 97 97 101 114 95 101 216
internal_value=0 0.00748943 0.0131768 -0.00377331 -0.00157741 0.00237903 0.00886914 0.0260755 0.00258975 0.0129678 -0.00676098 0.0214774 -0.00370151 -0.00642724 -0.00161291 -6.67851e-05 -0.00439128 -0.00439748 -0.00207713 -0.00825219 -0.00559374 -0.00737644 -0.00335418 -0.00640902 -0.00570874 -0.00864653 -0.00819131 -0.00885188 -0.00902516
internal_weight=0 1139 701 2514 1449 798 386 316 385 290 1065 208 412 651 438 232 207 412 225 653 249 444 206 203 249 538 241 424 323
internal_count=3653 1139 701 2514 1449 798 386 316 385 290 1065 208 412 651 438 232 207 412 225 653 249 444 206 203 249 538 241 424 323
is_linear=0
shrinkage=0.0140405


Tree=11
num_leaves=27
num_cat=0
split_feature=9 6 5 5 6 7 9 5 9 8 5 9 1 7 9 3 8 8 9 9 9 8 9 9 8 0
split_gain=650.47 481.603 318.887 153.735 110.783 139.432 91.0881 90.8718 73.7823 23.0125 18.2194 17.6717 15.0813 11.0669 7.23288 4.5694 2.90739 1.62594 1.54759 1.3271 0.553826 0.935705 0.991328 0.528583 0.356745 0.056758
threshold=1.4101562500000002 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 3.5000000000000004 1.9384765625000002 8.5000000000000018 1.0083007812500002 4.8398437500000009 13.500000000000002 0.80102539062500011 10.550781250000002 1.5000000000000002 1.9755859375000002 1.0000000180025095e-35 4.6210937500000009 4.1621093750000009 0.55004882812500011 1.0600585937500002 0.51977539062500011 1.9375000000000002 1.0629882812500002 0.73559570312500011 1.5292968750000002 23.250000000000004
decision_type=2 2 2 2 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 13 -3 6 12 7 9 -6 -9 -4 -10 18 19 -2 16 -13 -15 20 -7 23 -14 -22 25 -1 -20 -23
right_child=1 2 3 -5 5 11 -8 8 10 -11 -12 15 17 14 -16 -17 -18 -19 24 -21 21 22 -24 -25 -26 -27
leaf_value=-0.0060125421714543308 -0.0039558540024155504 -0.0018049219477980496 0.018272892693039902 0.0099332087576980369 -0.0066351565747080872 -0.0080267910836659215 0.037006622455409317 0.00072935778197886559 0.015932575279802175 0.026990835641038564 0.0083223465976655347 -0.00020772336496979778 -0.008414830371145092 0.00036720350913866555 0.0033723354781189214 -0.0037603927109903616 -0.0029585747507296246 -0.0089320580180123153 -0.0068297438316542274 -0.0035561065742862425 -0.0062952829798890251 -0.008447929362833579 -0.0067316040739833381 -0.0047287173237913014 -0.0057259964899324198 -0.0079975373749673756
leaf_weight=95 186 138 135 143 113 151 122 183 136 107 114 117 99 114 105 183 95 194 102 159 141 115 143 189 133 106
leaf_count=95 186 138 135 143 113 151 122 183 136 107 114 117 99 114 105 183 95 194 102 159 141 115 143 189 133 106
internal_value=0 0.00910056 0.0171179 0.0222685 -0.00369961 -0.000717057 0.0271145 0.00457743 0.00750358 0.0221275 0.0124623 -0.00493104 -0.00666054 -0.00124179 0.000365898 -0.00237485 -0.00114451 -0.00781378 -0.00691771 -0.00458316 -0.00745459 -0.00726635 -0.0076425 -0.00515817 -0.00620507 -0.0082319
internal_weight=0 1145 645 507 2473 1232 364 546 433 242 250 686 1241 500 314 300 209 798 386 443 604 505 364 284 235 221
internal_count=3618 1145 645 507 2473 1232 364 546 433 242 250 686 1241 500 314 300 209 798 386 443 604 505 364 284 235 221
is_linear=0
shrinkage=0.0140405


Tree=12
num_leaves=29
num_cat=0
split_feature=9 5 5 9 9 5 5 4 5 9 8 1 1 9 5 8 9 8 5 5 8 7 9 8 9 8 9 9
split_gain=541.884 296.853 479.936 76.1797 73.0271 100.055 159.145 95.2366 56.3592 24.2673 22.5012 21.6628 9.28999 8.15614 5.62356 5.48854 4.81184 2.6936 2.49576 4.39027 3.13111 2.01914 1.30191 1.27704 1.06255 1.05086 0.818988 0.253942
threshold=1.4077148437500002 8.5000000000000018 15.500000000000002 1.9980468750000002 0.85522460937500011 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 18.500000000000004 1.6171875000000002 3.2480468750000004 11.949218750000002 6.6503906250000009 0.61303710937500011 18.500000000000004 5.2363281250000009 1.1503906250000002 2.5097656250000004 15.500000000000002 8.5000000000000018 1.7592773437500002 2.5000000000000004 1.8461914062500002 1.8505859375000002 1.7143554687500002 3.6298828125000004 0.56494140625000011 0.49340820312500006
decision_type=2 2 2 2 2 2 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 12 3 9 13 11 7 -7 -4 -3 -9 16 22 26 -8 -10 17 -6 19 20 -15 -16 -2 -20 -14 -13 27 -1
right_child=1 2 8 -5 5 6 14 10 15 -11 -12 25 24 18 21 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0085054020095984943 -0.00015791632143705145 0.016447022275319422 0.0096885656517738117 0.036431707116138877 -0.0024514539365650717 -0.0028693811812758475 -0.0019757007889629925 0.0095593178385620075 -0.0037426406002550412 0.025532287476216792 0.017847841510889494 -0.0072171251997307879 -0.0042350852466431716 -0.0041014646874483127 -0.0065228366812073507 0.00071358201067592178 -0.00033820070389361785 -0.0057449339226575873 -0.0053538465103897146 -0.0028595268394326985 -0.0075308867144251793 -0.0041569942533596039 0.002154558936203946 -0.0075856653959755199 -0.0022695868884896856 -0.0087432965665009584 -0.0067680715789537778 -0.0077500618577107392
leaf_weight=174 95 101 135 97 95 110 165 179 126 136 101 168 106 98 130 96 98 101 95 161 113 157 97 108 111 189 117 177
leaf_count=174 95 101 135 97 95 110 165 179 126 136 101 168 106 98 130 96 98 101 95 161 113 157 97 108 111 189 117 177
internal_value=0 0.00824132 0.0138528 0.0259503 -0.00355854 -0.00156713 0.00162887 0.0082003 0.0025347 0.0216605 0.0125491 -0.00570081 -0.00123925 -0.00640916 -0.00404117 -0.00181563 -0.00287847 -0.0041486 -0.00528902 -0.00460569 -0.00593807 -0.00522863 0.00101037 -0.00654122 -0.00322969 -0.0080251 -0.0077854 -0.0081245
internal_weight=0 1100 691 334 2536 1493 842 390 357 237 280 651 409 1043 452 222 294 196 575 372 211 287 192 203 217 357 468 351
internal_count=3636 1100 691 334 2536 1493 842 390 357 237 280 651 409 1043 452 222 294 196 575 372 211 287 192 203 217 357 468 351
is_linear=0
shrinkage=0.0140405


Tree=13
num_leaves=29
num_cat=0
split_feature=9 5 5 9 5 9 5 7 5 1 9 8 5 5 10 1 9 10 1 10 9 1 10 1 9 10 9 8
split_gain=539.36 368.382 525.544 94.4667 71.5144 117.817 120.785 76.2669 20.458 18.941 13.6685 11.164 15.954 9.24952 6.89722 4.36371 3.24332 3.01032 5.49701 2.22438 1.62305 1.57807 0.686713 0.451856 0.301121 0.182442 0.172492 0.108368
threshold=1.4077148437500002 8.5000000000000018 16.500000000000004 1.7890625000000002 8.5000000000000018 0.91528320312500011 15.500000000000002 3.5000000000000004 19.500000000000004 11.949218750000002 1.5976562500000002 1.7338867187500002 13.500000000000002 17.500000000000004 0.44042968750000006 12.449218750000002 1.0942382812500002 0.47558593750000006 7.5507812500000009 0.45947265625000006 0.58496093750000011 5.6503906250000009 0.45947265625000006 14.550781250000002 0.76171875000000011 0.39160156250000006 0.48962402343750006 3.1708984375000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 17 3 10 9 11 7 16 -4 14 -3 20 -13 -8 21 22 -7 -2 -19 23 26 -1 -15 27 -14 -25 -6 -11
right_child=1 2 8 -5 5 6 13 -9 -10 19 -12 12 24 15 -16 -17 -18 18 -20 -21 -22 -23 -24 25 -26 -27 -28 -29
leaf_value=-0.004124400000608177 -0.0035592692973155184 0.015122105014602764 0.0049210522223034035 0.032801834998105815 -0.0082996480108865969 0.011471452732816004 0.00062167266860870571 -0.00066740771033366978 -0.0026701038789837079 -0.0081957144168907179 0.02244567649983573 0.00059123799310122213 -0.0065899812735809608 -0.0037657174197610367 -0.0018193560729042851 -0.0065705577230505642 0.014863969992818906 0.00060003308296592128 -0.0036857990847099296 -0.0060637231079537788 -0.0060529796204040172 -0.0064582594666383591 -0.002090668055110411 -0.0081395474774883774 -0.0054778491475438104 -0.0073913569728810561 -0.0075370890246414897 -0.00877858045079314
leaf_weight=96 171 99 118 182 98 102 110 117 172 95 102 114 97 97 172 98 122 146 99 118 169 141 96 129 95 128 145 186
leaf_count=96 171 99 118 182 98 102 110 117 172 95 102 114 97 97 172 98 122 146 99 118 169 141 96 129 95 128 145 186
internal_value=0 0.0082571 0.0146774 0.0254738 -0.00356437 -0.00154625 0.00237722 0.00852025 0.000418711 -0.006331 0.0188385 -0.00560086 -0.00356936 -0.00284666 -0.00395962 -0.00415771 0.0133192 -0.00212963 -0.00113179 -0.00780949 -0.0071097 -0.0055129 -0.00293253 -0.00819239 -0.00603971 -0.00776691 -0.00784462 -0.00858153
internal_weight=0 1089 673 383 2525 1460 742 341 290 1065 201 718 306 401 409 291 224 416 245 656 412 237 193 538 192 257 243 281
internal_count=3614 1089 673 383 2525 1460 742 341 290 1065 201 718 306 401 409 291 224 416 245 656 412 237 193 538 192 257 243 281
is_linear=0
shrinkage=0.0140405


Tree=14
num_leaves=28
num_cat=0
split_feature=9 9 9 4 10 1 1 9 9 1 8 10 9 1 9 9 1 10 0 4 1 8 0 0 9 9 8
split_gain=519.105 67.3452 66.3251 34.0895 31.8926 24.1593 18.9886 16.0779 15.982 11.1606 21.4367 9.58664 8.43021 8.26065 7.88499 7.54489 7.30472 3.82765 3.07111 2.56535 3.0413 2.02545 1.44268 1.42987 0.778212 0.462801 0.130884
threshold=1.4506835937500002 2.1416015625000004 0.89355468750000011 1.0000000180025095e-35 0.44042968750000006 8.2500000000000018 1.7500000000000002 1.7143554687500002 1.0541992187500002 12.050781250000002 3.4873046875000004 0.49853515625000006 2.2880859375000004 15.449218750000002 0.57568359375000011 1.6625976562500002 5.7988281250000009 0.49853515625000006 20.750000000000004 1.0000000180025095e-35 12.050781250000002 2.2988281250000004 23.148437500000004 22.046875000000004 0.68261718750000011 0.48754882812500006 0.96142578125000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 14 4 -4 6 -2 -7 18 10 -10 15 -3 -11 25 -8 -13 -6 -5 20 24 23 -20 -21 -16 -1 -27
right_child=1 12 3 8 17 7 11 -9 9 13 -12 16 -14 -15 19 -17 -18 -19 22 21 -22 -23 -24 -25 -26 26 -28
leaf_value=-0.0083834738437133603 0.010401492489920356 0.013053885902525542 -0.0080453030545138762 -0.0036317074132044946 -0.002342036538651514 0.0066345004919391957 0.0030367485393902982 0.013513424946305591 0.00060649327887115961 -0.0023311278433462332 0.0084641367065537865 0.0041127520817508334 0.018804833889263992 0.0023304404814507998 -0.0058005288656256546 0.0081461658904973915 -0.0011397874544517876 0.0010826975175134829 0.00028973796578913994 -0.0059791017713304497 -0.0073042726062667014 -0.0024340295752914376 -0.0020673661393670797 -0.0036455609593689571 -0.0041730047140923366 -0.0076910240888173921 -0.0070127913688006046
leaf_weight=117 109 101 234 148 157 126 104 143 176 164 112 113 100 138 96 126 97 109 95 111 162 97 111 97 146 97 133
leaf_count=117 109 101 234 148 157 126 104 143 176 164 112 113 100 138 96 126 97 109 95 111 162 97 111 97 146 97 133
internal_value=0 0.00863344 -0.00325604 -0.00130035 -0.00426457 0.00684419 0.00515516 0.0102913 0.000269679 0.00168478 0.00366224 0.0038555 0.0159151 -0.000201007 -0.0059303 0.00583582 0.00168658 -0.000938668 -0.00208883 -0.00508153 -0.00581535 -0.00410951 -0.000980352 -0.00489086 -0.00481863 -0.00766454 -0.00729883
internal_weight=0 1019 2500 1444 500 818 549 269 944 590 288 440 201 302 1056 230 210 266 354 709 404 305 206 208 242 347 230
internal_count=3519 1019 2500 1444 500 818 549 269 944 590 288 440 201 302 1056 230 210 266 354 709 404 305 206 208 242 347 230
is_linear=0
shrinkage=0.0140405


Tree=15
num_leaves=27
num_cat=0
split_feature=9 6 5 9 6 9 5 5 5 9 0 9 0 10 9 0 10 0 0 8 9 10 9 0 0 10
split_gain=514.971 416.016 240.54 113.764 96.4654 156.636 78.7198 69.0997 59.8906 31.5493 15.4948 8.97235 6.96147 5.88176 5.69082 4.97142 4.95989 2.22451 1.13564 1.13332 1.28684 1.17452 1.0446 0.532533 0.230186 0.0372228
threshold=1.4506835937500002 1.0000000180025095e-35 8.5000000000000018 1.9980468750000002 1.0000000180025095e-35 0.88232421875000011 8.5000000000000018 14.500000000000002 15.500000000000002 1.1835937500000002 18.929687500000004 0.69482421875000011 21.148437500000004 0.45300292968750006 1.8261718750000002 16.453125000000004 0.48046875000000006 16.750000000000004 16.046875000000004 4.6074218750000009 1.0395507812500002 0.40258789062500006 0.58496093750000011 15.449218750000002 24.453125000000004 0.40747070312500006
decision_type=2 2 2 2 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 -3 7 10 11 -7 15 9 12 13 22 -8 23 17 -4 19 -2 -16 20 21 24 25 -1 -12 -6
right_child=1 2 3 -5 5 6 8 -9 -10 -11 16 -13 -14 -15 18 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.005913538936733409 -0.0045282617993050835 -0.00082319845668979376 0.019573713673795356 0.031977543963950576 -0.0080315990478917933 -0.0051269342745270631 0.0044075190496307096 0.0083041519867766631 -0.00066542716958232996 0.014803381144693595 -0.008461840517262639 -0.003513710952131076 0.0090577887423751603 -0.0017472974248243149 -0.00068380788858071458 0.024116016565016132 -0.004476497350025789 -0.0017514660767782042 0.0012858507090501763 -0.008429013969125548 -0.0060391941184886151 -0.00665752768838806 -0.0064156798627723714 -0.0045624073399585467 -0.0076046558309491889 -0.0076671485148624681
leaf_weight=108 103 125 95 135 125 155 150 122 175 132 167 188 110 169 147 95 126 127 95 188 147 173 172 123 98 99
leaf_count=108 103 125 95 135 125 155 150 122 175 132 167 188 110 169 147 95 126 127 95 188 147 173 172 123 98 99
internal_value=0 0.00834338 0.0163946 0.0212094 -0.0033276 -0.000632975 0.00374018 0.0165501 0.00616416 0.00921309 -0.00603674 -0.00603951 0.00637494 -0.00373783 -0.00141358 0.0218449 -0.00705961 -0.00299499 8.94052e-05 -0.00748066 -0.00717589 -0.00755739 -0.00723862 -0.00519411 -0.00814484 -0.00787052
internal_weight=0 1044 572 447 2605 1306 722 312 567 392 1299 584 260 400 472 190 899 230 242 773 585 438 396 231 265 224
internal_count=3649 1044 572 447 2605 1306 722 312 567 392 1299 584 260 400 472 190 899 230 242 773 585 438 396 231 265 224
is_linear=0
shrinkage=0.0140405


Tree=16
num_leaves=29
num_cat=0
split_feature=9 5 5 9 5 9 5 7 5 1 7 4 5 9 1 0 9 9 7 1 0 5 8 0 0 1 0 9
split_gain=504.561 312.521 517.431 79.5729 62.3123 108.722 136.874 83.6858 46.609 18.8265 16.1367 10.3086 18.084 9.41029 7.0094 3.54666 2.9354 2.6717 2.03499 1.4253 0.778274 0.744377 0.744244 0.674805 0.443326 0.261115 0.200466 0.189423
threshold=1.4101562500000002 8.5000000000000018 15.500000000000002 1.9497070312500002 8.5000000000000018 0.89770507812500011 16.500000000000004 3.5000000000000004 18.500000000000004 11.949218750000002 2.5000000000000004 1.0000000180025095e-35 15.500000000000002 1.1313476562500002 3.7500000000000004 16.546875000000004 1.1313476562500002 1.0136718750000002 2.5000000000000004 11.699218750000002 21.351562500000004 15.500000000000002 2.8232421875000004 16.953125000000004 24.453125000000004 6.4492187500000009 23.851562500000004 0.51391601562500011
decision_type=2 2 2 2 2 2 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 3 10 9 11 7 13 -4 17 -3 19 -13 -7 -2 -10 22 23 -16 21 -11 -6 -8 -1 26 -19 -22 -21
right_child=1 2 8 -5 5 6 16 -9 15 20 -12 12 -14 -15 18 -17 -18 25 -20 27 24 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0040114537747262691 0.0015072109722433177 0.025389675602979028 0.0082781112782789028 0.036754928969448881 -0.0066969767294964852 0.010639392037271923 -0.0045393184356179979 -0.0003846181102575155 -0.0040738863192205646 -0.0065915498985901827 0.017644740904658417 0.00069019966546035821 -0.00686325216289322 0.01626213112036733 -0.0033264764911761875 -0.00037992450618721401 -0.0027036083501013534 -0.0019568613850949098 -0.001019796245047199 -0.007807402138435577 -0.0076652003957717752 -0.0050155515319901065 -0.0062337328157376888 -0.0056357577193912357 -0.0071874187404185304 -0.0029898663611614713 -0.0083385912821133112 -0.0070428940722678064
leaf_weight=105 126 117 139 106 96 142 108 150 104 138 97 123 127 100 190 101 140 95 125 102 150 113 97 97 171 98 208 171
leaf_count=105 126 117 139 106 96 142 108 150 104 138 97 123 127 100 190 101 140 95 125 102 150 113 97 97 171 98 208 171
internal_value=0 0.00787073 0.013956 0.0268067 -0.00350094 -0.00162778 0.00217896 0.00785539 0.00200175 -0.00609197 0.0218791 -0.00546051 -0.00314695 0.0129628 -0.0012916 -0.00225393 -0.00427079 -0.00366273 -0.00241113 -0.00666049 -0.00753057 -0.00578788 -0.00534107 -0.00479144 -0.00777553 -0.00248139 -0.00805644 -0.00732853
internal_weight=0 1105 664 320 2531 1469 737 392 344 1062 214 732 250 242 441 205 345 395 315 482 667 209 205 202 529 193 358 273
internal_count=3636 1105 664 320 2531 1469 737 392 344 1062 214 732 250 242 441 205 345 395 315 482 667 209 205 202 529 193 358 273
is_linear=0
shrinkage=0.0140405


Tree=17
num_leaves=26
num_cat=0
split_feature=6 4 5 5 1 10 1 10 1 10 10 10 1 1 10 1 1 1 10 1 0 5 1 10 1
split_gain=349.25 434.723 289 186.164 124.613 44.7813 41.9826 29.9247 14.5038 13.3176 11.6512 10.8407 7.16423 5.21104 3.26602 1.66948 1.66776 1.92462 1.40882 1.39962 1.20021 0.772938 0.357431 0.280252 0.065895
threshold=1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 10.449218750000002 0.47143554687500006 12.152343750000002 0.44946289062500006 5.7988281250000009 0.45654296875000006 0.41650390625000006 0.50244140625000011 11.250000000000002 2.2500000000000004 0.48242187500000006 4.5507812500000009 6.5507812500000009 8.5507812500000018 0.44042968750000006 8.2500000000000018 24.351562500000004 1.5000000000000002 7.5507812500000009 0.39941406250000006 15.750000000000002
decision_type=2 2 2 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 11 12 4 5 -4 9 -5 -7 15 -6 18 -3 -11 21 -1 -15 -18 20 -17 22 -8 -2 24 -23
right_child=1 2 3 7 10 8 14 -9 -10 13 -12 -13 -14 16 -16 19 17 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=-0.0032528371476820612 -0.0067719098502354276 -0.0021851503241435634 0.016298814012579852 -0.0014562797612331373 0.0071872107654751454 0.029776311717425025 -0.008122172808963499 0.0072836008256111215 0.022328546523604654 0.0016437369446189354 0.012722960675687379 -0.0012731764264110701 -0.0067637685317012957 -0.00085683155579409007 -0.0047523458952857915 -0.0059637822078499906 -0.0041584412999766951 -0.0017208196230998362 -0.0054220059425216906 -0.004091968236951825 -0.0056223296893432098 -0.0072256745059261704 -0.0078617153795827125 -0.0067295443701239892 -0.0076931900518436179
leaf_weight=129 95 152 184 152 185 97 266 157 110 96 126 95 121 165 95 180 103 168 183 140 98 115 158 177 123
leaf_count=129 95 152 184 152 185 97 266 157 110 96 126 95 121 165 95 180 103 168 183 140 98 115 158 177 123
internal_value=0 0.00391956 0.00860418 0.0120656 0.0160629 0.0213387 -0.00475087 0.00298437 0.0258186 -0.00282056 0.00942999 -0.00564332 -0.0042145 -0.00131766 -0.00719113 -0.00460127 -0.00196971 -0.0026473 -0.00642078 -0.00514486 -0.00694151 -0.00753134 -0.0074525 -0.00715264 -0.00746729
internal_weight=0 1913 1284 1011 702 391 1757 309 207 981 311 629 273 532 776 449 436 271 534 320 351 681 253 415 238
internal_count=3670 1913 1284 1011 702 391 1757 309 207 981 311 629 273 532 776 449 436 271 534 320 351 681 253 415 238
is_linear=0
shrinkage=0.0140405


Tree=18
num_leaves=28
num_cat=0
split_feature=6 4 1 10 1 1 10 7 10 0 10 0 10 1 10 1 1 0 0 0 1 4 0 7 0 0 1
split_gain=432.354 493.691 170.854 69.0126 34.7635 34.6798 23.336 15.8356 12.6244 14.7311 7.36336 5.50867 4.36224 4.43844 2.71813 2.13733 1.31963 4.2654 1.2291 1.18914 1.45632 0.958261 0.629944 0.519942 0.418823 0.255398 0.216748
threshold=1.0000000180025095e-35 1.0000000180025095e-35 10.449218750000002 0.43652343750000006 5.2500000000000009 11.949218750000002 0.54248046875000011 3.5000000000000004 0.50048828125000011 14.000000000000002 0.46093750000000006 13.847656250000002 0.46948242187500006 16.046875000000004 0.48498535156250006 9.6523437500000018 5.2500000000000009 16.046875000000004 22.851562500000004 19.601562500000004 8.2500000000000018 1.0000000180025095e-35 22.453125000000004 5.5000000000000009 20.148437500000004 25.351562500000004 14.250000000000002
decision_type=2 2 2 2 2 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 10 3 -3 11 8 -6 12 16 -10 23 -5 13 18 21 -12 17 -1 -4 20 -18 26 -23 24 -2 -24 -7
right_child=1 2 7 4 6 14 -8 -9 9 -11 15 -13 -14 -15 -16 -17 19 -19 -20 -21 -22 22 25 -25 -26 -27 -28
leaf_value=-0.0050301118795809639 -0.0068892256405912664 0.0065682164018943693 0.0043554510322701455 0.023776338615272726 0.010851095630102258 -0.0081200086150416337 0.018720257531399411 -0.00031482204968831642 0.0030989592454844783 -0.0032108097978396002 -0.0023199034633908382 0.019204560248872498 0.0075944508549335987 0.0067691241208918812 -0.0050937324616397309 -0.0050334571346266318 -0.0052970349194663251 -0.0011582949940540813 0.0021910021126783415 -0.0059674001466195467 -0.003214961492596998 -0.0060004083630840347 -0.0075749813987158604 -0.0072994477575476589 -0.0055971288277420804 -0.0066580465012795473 -0.0073792676672834994
leaf_weight=133 102 160 106 107 179 229 127 122 120 186 123 101 127 112 125 107 130 97 101 111 135 119 162 184 96 95 118
leaf_count=133 102 160 106 107 179 229 127 122 120 186 123 101 127 112 125 107 130 97 101 111 135 119 162 184 96 95 118
internal_value=0 0.00475437 0.00984031 0.0146209 0.0171275 -0.00496158 0.0141171 0.0041676 -0.00306109 -0.000736391 -0.00556708 0.0215564 0.00539374 0.00451759 -0.0070055 -0.0035823 -0.00423494 -0.00339722 0.00329937 -0.00474738 -0.00423636 -0.00733602 -0.00684497 -0.0067621 -0.00626275 -0.00723604 -0.00786811
internal_weight=0 1854 1242 674 514 1760 306 568 912 306 612 208 446 319 848 230 606 230 207 376 265 723 376 382 198 257 347
internal_count=3614 1854 1242 674 514 1760 306 568 912 306 612 208 446 319 848 230 606 230 207 376 265 723 376 382 198 257 347
is_linear=0
shrinkage=0.0140405


Tree=19
num_leaves=28
num_cat=0
split_feature=9 6 6 9 9 4 9 1 4 1 10 1 1 9 10 3 0 9 9 10 9 1 3 10 0 9 10
split_gain=353.524 319.733 85.3598 133.858 57.6489 52.0749 15.9576 15.1888 12.668 11.3737 8.22711 5.4398 4.78966 4.34207 3.63165 5.48043 3.32887 3.16091 2.46913 2.13842 1.48902 1.16658 0.226132 0.294358 0.214733 0.0846299 0.0243653
threshold=1.4458007812500002 1.0000000180025095e-35 1.0000000180025095e-35 0.97216796875000011 2.1074218750000004 1.0000000180025095e-35 1.1396484375000002 11.949218750000002 1.0000000180025095e-35 8.0507812500000018 0.50048828125000011 5.3496093750000009 6.0996093750000009 0.69482421875000011 0.44250488281250006 1.0000000180025095e-35 16.351562500000004 1.3125000000000002 1.0502929687500002 0.45947265625000006 0.73193359375000011 5.3496093750000009 1.0000000180025095e-35 0.39843750000000006 21.648437500000004 0.67065429687500011 0.37548828125000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 7 8 9 -5 18 14 20 12 16 -12 -3 -10 21 -16 -2 -8 -7 22 24 -1 23 26 -4 -24 -9
right_child=1 4 3 5 -6 6 17 19 13 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28
leaf_value=-0.003769025856487117 -0.0055965790977102617 0.011352106592974233 -0.0066157542869309431 -0.0030465963055910129 0.02255804693109759 0.0026396650843236967 0.00793196431423592 -0.0076980913984899544 -0.0048449955311232569 0.014803643903927837 0.0024147918606699939 -0.0017254720112586726 0.0075041220764355656 -0.0011179362643485822 -0.0046641171907732051 -0.00018637247273010254 -0.0020267465797726568 0.011337625583004779 0.0055748175750129072 -0.0055017166124414693 -0.0051615488684552818 -0.0057008867263700141 -0.00745628141535787 -0.0065843694426668811 -0.0074054346199800168 -0.0079705754698907692 -0.0073848535631628265
leaf_weight=98 104 176 124 142 123 113 122 95 98 146 104 157 100 166 113 103 102 96 113 130 118 166 98 95 150 177 101
leaf_count=98 104 176 124 142 123 113 122 95 98 146 104 157 100 166 113 103 102 96 113 130 118 166 98 95 150 177 101
internal_value=0 0.00679429 -0.00308944 -0.000522453 0.0140997 0.00435449 0.00672151 -0.0058005 -0.00487899 0.0116344 -0.00173133 -7.57117e-05 0.00995791 -0.00250147 -0.00387907 -0.0025289 -0.00382899 0.00943171 0.00410724 -0.00712562 -0.00648018 -0.00498376 -0.00749861 -0.00722579 -0.00704806 -0.0077873 -0.00753668
internal_weight=0 1012 2418 1242 545 586 444 1176 656 422 467 261 276 264 480 216 206 218 226 696 392 264 566 291 274 275 196
internal_count=3430 1012 2418 1242 545 586 444 1176 656 422 467 261 276 264 480 216 206 218 226 696 392 264 566 291 274 275 196
is_linear=0
shrinkage=0.0140405


Tree=20
num_leaves=29
num_cat=0
split_feature=9 6 1 6 9 7 9 9 1 9 9 1 3 0 9 7 9 0 9 8 7 0 9 7 9 0 8 9
split_gain=447.777 412.02 81.053 77.6044 107.339 32.2722 18.4367 18.275 15.9609 12.9905 8.9786 7.85288 6.98875 6.30824 4.77261 5.41529 4.42962 4.13586 4.12541 0.872713 0.866268 0.808854 0.771295 1.85873 0.718843 0.279083 0.155069 0.0838454
threshold=1.4506835937500002 1.0000000180025095e-35 2.7500000000000004 1.0000000180025095e-35 0.93750000000000011 3.5000000000000004 1.7016601562500002 1.2456054687500002 11.949218750000002 0.69482421875000011 2.1416015625000004 6.8496093750000009 1.0000000180025095e-35 18.031250000000004 1.2236328125000002 5.5000000000000009 1.0502929687500002 16.546875000000004 1.1313476562500002 3.8505859375000004 2.5000000000000004 13.449218750000002 0.71801757812500011 2.5000000000000004 0.53662109375000011 22.351562500000004 1.9589843750000002 0.53759765625000011
decision_type=2 2 2 2 2 2 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 10 -3 8 9 7 13 16 14 24 17 -8 -11 -4 15 20 -6 21 -7 22 -1 -2 27 -24 -5 -26 -22 -10
right_child=1 2 6 4 5 18 11 -9 19 12 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 26 -23 23 -25 25 -27 -28 -29
leaf_value=-0.0043817278097871845 -0.0029235641917882246 0.025659253973777021 0.0071521775966779909 -0.0075452829025055438 0.0017958691909024671 -0.0024016065230206252 0.012628893521994025 0.010396106088443581 -0.0075370966536611366 -0.00060053748130698445 0.0021575301071028734 0.017782557901385245 -0.0054041578866212475 0.012255539665605547 -0.0011716291116253741 -0.0016972932723989249 0.0053456320512939798 -0.00098840779511493912 0.0012957853059670805 -0.0077986343918414512 -0.0064140171386214253 -0.0046401948291758767 -0.007292032683584612 -0.0050507233442154834 -0.0067522965606016654 -0.0057174928923564815 -0.0056260786658015325 -0.0070290228602824974
leaf_weight=95 103 129 95 147 126 139 102 115 136 144 102 136 102 96 107 100 154 190 104 211 97 114 156 137 108 98 100 121
leaf_count=95 103 129 95 147 126 139 102 115 136 144 102 136 102 96 107 100 154 190 104 211 97 114 156 137 108 98 100 121
internal_value=0 0.00756773 0.0159007 -0.00329881 -0.000800665 0.00320689 0.0129663 0.00568369 -0.00575135 -0.00506915 -0.00156746 0.0155738 -0.00259228 0.00971722 -0.00379985 -0.00451725 0.00374824 -0.002501 -0.000819184 -0.00703098 -0.00548299 -0.00382539 -0.00673648 -0.00624405 -0.00679524 -0.00626001 -0.00601405 -0.00729789
internal_weight=0 1067 558 2497 1237 638 429 395 1260 599 509 238 246 191 499 392 280 407 243 761 292 217 550 293 353 206 197 257
internal_count=3564 1067 558 2497 1237 638 429 395 1260 599 509 238 246 191 499 392 280 407 243 761 292 217 550 293 353 206 197 257
is_linear=0
shrinkage=0.0140405


Tree=21
num_leaves=26
num_cat=0
split_feature=9 9 4 9 8 9 0 0 0 9 0 10 1 8 1 1 0 8 9 10 3 8 0 0 9
split_gain=437.275 82.2334 48.6322 44.6583 33.2299 17.2831 18.7441 13.8402 23.9142 13.6079 12.0833 3.28986 5.32639 2.91837 2.65623 2.40239 5.97325 3.77402 1.8779 1.05572 0.605435 0.572583 0.82537 0.504256 0.166526
threshold=1.7221679687500002 1.0136718750000002 1.0000000180025095e-35 2.2753906250000004 2.9375000000000004 1.2441406250000002 14.750000000000002 13.449218750000002 16.750000000000004 0.72387695312500011 18.625000000000004 0.44042968750000006 11.699218750000002 4.1093750000000009 15.750000000000002 6.4492187500000009 19.304687500000004 3.7333984375000004 0.57568359375000011 0.49047851562500006 1.0000000180025095e-35 2.9853515625000004 22.250000000000004 16.453125000000004 0.49340820312500006
decision_type=2 2 2 2 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 7 -3 11 -7 -2 -9 18 -10 12 -4 -6 19 -8 -17 -18 24 21 -20 22 23 -11 -1
right_child=3 2 5 -5 13 6 15 8 10 14 -12 -13 -14 -15 -16 16 17 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=-0.0074796556704353045 0.011867169711381015 0.00097622940251318902 0.0024661444090659326 0.017439132266602427 -0.0048250316415367417 -0.0023114116807667917 0.0061563951122946608 0.0029570258164443356 0.013550200701764941 -0.003907586405316031 0.00677697263412343 -0.0022179997196566711 -0.0015584236145825057 -0.0077606229489714665 -0.0019113758951629653 0.0012663316283614168 0.0028374073051931144 0.006437757408266802 -0.005113820966618967 -0.0027976318949422484 -0.0062680146287804059 -0.0052950799795518982 -0.0030160221946487638 -0.0052489507296636338 -0.0068701840408161271
leaf_weight=166 150 168 120 130 99 106 100 172 100 111 108 170 141 205 139 129 95 145 172 100 187 106 96 110 189
leaf_count=166 150 168 120 130 99 106 100 172 100 111 108 170 141 205 139 129 95 145 172 100 187 106 96 110 189
internal_value=0 -0.00261654 -0.000316945 0.0100647 -0.00403517 0.00142759 0.0030209 0.00825588 0.00683037 -0.00508661 0.0100333 -0.000698052 0.000291952 -0.00680462 -0.00363654 0.00422607 0.00370294 0.00501262 -0.00643107 -0.00409504 -0.00571503 -0.00440176 -0.00410304 -0.00457523 -0.00715518
internal_weight=0 2854 1478 660 472 1006 575 530 380 1376 208 431 261 304 662 469 369 240 714 523 359 423 317 221 355
internal_count=3514 2854 1478 660 472 1006 575 530 380 1376 208 431 261 304 662 469 369 240 714 523 359 423 317 221 355
is_linear=0
shrinkage=0.0140405


Tree=22
num_leaves=29
num_cat=0
split_feature=9 6 5 6 9 5 4 5 5 8 0 9 9 9 9 3 0 8 0 8 8 9 5 0 0 9 9 5
split_gain=504.47 310.891 206.563 114.693 159.619 104.172 97.0667 89.0182 59.418 22.2413 14.8823 11.2522 5.07251 4.11635 3.85705 5.58759 3.80636 3.75887 3.07332 2.41601 0.98115 1.08345 0.674754 0.51891 0.564502 0.338243 0.264562 0.143637
threshold=1.6708984375000002 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 0.95947265625000011 8.5000000000000018 1.0000000180025095e-35 15.500000000000002 14.500000000000002 3.6513671875000004 21.453125000000004 0.75537109375000011 1.8798828125000002 1.1245117187500002 0.83618164062500011 1.0000000180025095e-35 18.929687500000004 3.1171875000000004 22.046875000000004 1.9589843750000002 4.6074218750000009 1.1723632812500002 18.500000000000004 24.351562500000004 25.750000000000004 0.50927734375000011 0.72387695312500011 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 -3 10 11 16 -7 9 -4 13 14 19 -2 -8 -1 17 -6 -16 -13 25 21 23 -19 26 -25 -5 -12 -27
right_child=1 2 8 4 5 6 7 -9 -10 -11 20 18 -14 -15 15 -17 -18 22 -20 -21 -22 -23 -24 24 -26 27 -28 -29
leaf_value=-0.0055200086561638427 -0.002375866265698435 0.0029819915561319203 0.030355861914298427 -0.007299922382876526 -0.0023255453367277152 -0.0035104426243368191 0.0096074567302202492 0.0010006735200954306 0.017803818900686608 0.018802584523003114 -0.0076217724772515271 -0.0036108707066832358 0.0013506000927839125 0.013564747015708215 -0.0061890279634654426 -0.00099471324185828745 -0.00620025954670633 -0.0023600241140945993 -0.0002860506693523138 -0.0040925606273579671 -0.0076534389620373806 -0.0050723629465221657 -0.0038878894001892709 -0.0053996443258371067 -0.0069262783858476127 -0.0059521773219778596 -0.0066930156084314268 -0.0066325464302134677
leaf_weight=188 129 120 167 96 102 126 114 142 134 130 118 126 163 95 119 160 98 116 97 98 165 97 112 95 96 114 124 132
leaf_count=188 129 120 167 96 102 126 114 142 134 130 118 126 163 95 119 160 98 116 97 98 165 97 112 95 96 114 124 132
internal_value=0 0.0108368 0.0185581 -0.00236367 0.00037045 0.00456405 0.00745967 0.0103333 0.0247679 0.0142426 -0.00525514 -0.00473397 -0.000295681 0.0114062 -0.00380233 -0.00316539 -0.00422416 -0.00416628 -0.00216465 -0.00603615 -0.00670795 -0.00641361 -0.00311055 -0.00671407 -0.00616696 -0.00659309 -0.00714588 -0.00631725
internal_weight=0 713 421 2860 1470 807 607 481 301 339 1390 663 292 209 695 507 200 347 223 440 695 530 228 433 191 342 242 246
internal_count=3573 713 421 2860 1470 807 607 481 301 339 1390 663 292 209 695 507 200 347 223 440 695 530 228 433 191 342 242 246
is_linear=0
shrinkage=0.0140405


Tree=23
num_leaves=26
num_cat=0
split_feature=9 5 5 9 5 5 7 9 5 9 4 10 3 9 3 10 9 8 8 9 5 3 10 7 9
split_gain=398.07 223.854 416.986 66.4778 92.7643 126.887 81.6552 32.6853 22.3764 20.8144 18.2936 13.7027 19.3878 5.15876 3.1181 2.47005 2.37912 1.3956 1.1037 1.01232 0.980462 2.45255 0.795435 0.272153 0.30549
threshold=1.5336914062500002 8.5000000000000018 15.500000000000002 0.75537109375000011 8.5000000000000018 16.500000000000004 3.5000000000000004 1.9384765625000002 18.500000000000004 1.0942382812500002 1.0000000180025095e-35 0.43457031250000006 1.0000000180025095e-35 1.2441406250000002 1.0000000180025095e-35 0.51000976562500011 0.57568359375000011 2.9111328125000004 2.8828125000000004 1.2441406250000002 15.500000000000002 1.0000000180025095e-35 0.40039062500000006 5.5000000000000009 0.49340820312500006
decision_type=2 2 2 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 15 7 16 11 6 9 -3 -4 -6 -8 19 17 14 18 -2 23 -13 -7 22 21 -18 -5 24 -1
right_child=1 2 8 4 5 13 10 -9 -10 -11 -12 12 -14 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.0078371656091876483 -0.0025866098444495915 0.022058198917751962 0.0064849877446513816 -0.0070228030604774219 0.0069848558628613821 -0.0059423438439250081 -0.0036130291610236105 0.032163422467754707 -0.00088462680442140396 0.014593691701843199 0.0044894225533044516 -0.0066380098498203116 0.0018978266961155626 -0.0012312526191183709 -0.0022537125574303243 -0.00020307588496348031 -0.0036645572397733034 -0.0042673527051672556 -0.0041459291680276599 -0.0074371546735502543 -0.0063578702768935617 -0.0061592916976019735 -0.0053646185578740862 -0.0064711275208436461 -0.0068302610132045735
leaf_weight=108 162 171 143 101 126 161 125 100 188 162 98 101 109 135 96 182 141 95 116 207 172 173 131 123 132
leaf_count=108 162 171 143 101 126 161 125 100 188 162 98 101 109 135 96 182 141 95 116 207 172 173 131 123 132
internal_value=0 0.00770967 0.0128727 -0.00292034 -0.00136594 0.00138605 0.00632604 0.0257871 0.00229922 0.0112648 -5.23105e-05 -0.00513513 -0.0028491 -0.00358311 -0.00443432 -0.00132555 -0.00614814 -0.00548897 -0.00519005 -0.00672337 -0.00550579 -0.00503904 -0.0060865 -0.00700815 -0.00728337
internal_weight=0 946 602 2612 1763 1019 511 271 331 288 223 744 305 508 373 344 849 196 277 439 486 314 232 363 240
internal_count=3558 946 602 2612 1763 1019 511 271 331 288 223 744 305 508 373 344 849 196 277 439 486 314 232 363 240
is_linear=0
shrinkage=0.0140405


Tree=24
num_leaves=30
num_cat=0
split_feature=9 6 9 6 9 4 8 0 8 4 1 0 9 0 9 9 10 1 8 10 1 10 1 10 0 0 1 8 8
split_gain=383.222 285.529 99.2307 60.8838 97.6203 30.4212 13.8161 19.7631 13.5253 11.8034 11.0827 7.89047 4.96659 3.67686 3.46913 2.31738 2.30079 2.19038 1.81812 1.59595 1.51467 0.712145 0.651399 0.656764 0.541628 0.149319 0.115415 0.0610558 0.0192715
threshold=1.4101562500000002 1.0000000180025095e-35 2.1210937500000004 1.0000000180025095e-35 0.95947265625000011 1.0000000180025095e-35 4.6210937500000009 16.750000000000004 3.1035156250000004 1.0000000180025095e-35 11.949218750000002 13.449218750000002 0.69482421875000011 15.847656250000002 1.0244140625000002 0.73559570312500011 0.46508789062500006 7.8496093750000009 3.6376953125000004 0.47558593750000006 8.0507812500000018 0.42651367187500006 14.250000000000002 0.40039062500000006 17.328125000000004 23.750000000000004 12.347656250000002 3.1445312500000004 1.0126953125000002
decision_type=2 2 2 2 2 2 2 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 11 6 10 9 -6 17 -8 21 15 14 -2 -11 -13 24 26 22 -3 -10 -16 -15 -7 27 25 -1 -24 -5 -12 -28
right_child=1 2 -4 4 5 8 7 -9 18 12 16 13 -14 20 19 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 28 -29 -30
leaf_value=-0.0043683589237595265 0.0017346927040769093 0.0062201873466746606 0.024123687753255577 -0.0063647906081034577 -0.0025214333720690678 0.0036232338722174589 0.0092684435555429167 0.017042403114173373 0.0063550546600303617 -0.0047077937739893423 -0.0071280604896245079 -0.0042311212154220621 -0.00084093566754938243 -0.0021708234429955609 -0.003708295924385735 -0.0042448991259890732 -0.0047866217517564397 0.009035145874877722 0.0090740976399368567 -0.0013907313071727827 -0.0001035766489930057 0.0020855895770882089 -0.0073585253264493583 -0.0056821230497829476 -0.0056575775016769322 -0.0066114345917899142 -0.006770865045861634 -0.0075591174196944916 -0.0070465275884062503
leaf_weight=130 153 117 126 126 141 106 167 105 95 109 97 108 164 146 128 99 117 102 99 108 134 135 104 121 127 107 101 195 99
leaf_count=130 153 117 126 126 141 106 167 105 95 109 97 108 164 146 128 99 117 102 99 108 134 135 104 121 127 107 101 195 99
internal_value=0 0.00648 0.0130085 -0.00328531 -0.00113232 0.00314611 0.0101561 0.0122694 0.00498318 -0.00466294 -0.0055081 -0.000965569 -0.00238485 -0.00203036 -0.00387679 -0.00612629 -0.00659343 0.00753126 0.00774261 -0.00264772 -0.0011815 0.0027619 -0.00693221 -0.00650677 -0.00500544 -0.00697967 -0.00669763 -0.00741592 -0.00690732
internal_weight=0 1158 617 2508 1274 576 491 272 435 698 1234 541 273 388 493 425 741 219 194 236 280 241 624 332 257 211 326 292 200
internal_count=3666 1158 617 2508 1274 576 491 272 435 698 1234 541 273 388 493 425 741 219 194 236 280 241 624 332 257 211 326 292 200
is_linear=0
shrinkage=0.0140405


Tree=25
num_leaves=26
num_cat=0
split_feature=9 6 5 9 5 6 9 5 3 5 9 1 9 7 9 1 9 9 9 9 3 7 9 1 1
split_gain=358.38 325.201 248.804 80.1689 64.2356 59.4985 103.178 53.2705 61.2254 39.3754 20.7949 14.8257 3.98828 3.52265 2.46469 2.58472 1.38994 0.810612 0.730513 0.603612 0.558184 0.545788 1.42205 0.225221 0.211826
threshold=1.4077148437500002 1.0000000180025095e-35 8.5000000000000018 1.9384765625000002 13.500000000000002 1.0000000180025095e-35 0.88232421875000011 8.5000000000000018 1.0000000180025095e-35 15.500000000000002 1.1313476562500002 11.949218750000002 0.72387695312500011 1.5000000000000002 1.0502929687500002 5.9492187500000009 1.7846679687500002 1.8461914062500002 0.55004882812500011 1.3164062500000002 1.0000000180025095e-35 3.5000000000000004 0.69482421875000011 13.750000000000002 16.351562500000004
decision_type=2 2 2 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 13 -3 4 -4 11 12 -8 9 10 -9 14 18 17 20 -16 -15 -2 -7 21 -1 24 -23 -20 -13
right_child=1 2 3 -5 -6 6 7 8 -10 -11 -12 19 -14 16 15 -17 -18 -19 23 -21 -22 22 -24 -25 -26
leaf_value=-0.0051414857511038903 -0.0042191930348604422 -0.0025660350074037299 0.021055502935345347 0.027336480577376823 0.0081259984780521991 -0.0067772686643941382 -0.0044905908016626434 0.0077777005373219146 -0.0034266146937102625 0.00050476582298540856 0.015857528509318475 -0.0071481778318478193 -0.0035882970939601351 -0.0019446123587988004 -0.00069480296391281947 -0.0037184800786297179 5.5893651958449861e-05 -0.0024535982068214788 -0.0059697516571285067 -0.007349501763547539 -0.0038620564480430397 -0.0067547887873520996 -0.0046077134797117072 -0.0050712403215310876 -0.006344801533582585
leaf_weight=117 110 143 152 144 151 169 147 166 123 100 101 174 187 140 97 131 134 96 118 183 158 163 97 103 103
leaf_count=117 110 143 152 144 151 169 147 166 123 100 101 174 187 140 97 131 134 96 118 183 158 163 97 103 103
internal_value=0 0.00657249 0.0135542 0.0187112 0.0146121 -0.00317524 -0.000973265 0.00292244 0.00514635 0.00801958 0.0108341 -0.00536101 -0.00527407 -0.00200919 -0.00351148 -0.00243209 -0.000966263 -0.00339639 -0.00608238 -0.0066531 -0.0044064 -0.00641578 -0.00595376 -0.00555099 -0.00684945
internal_weight=0 1070 590 447 303 2437 1214 637 490 367 267 1223 577 480 503 228 274 206 390 720 275 537 260 221 277
internal_count=3507 1070 590 447 303 2437 1214 637 490 367 267 1223 577 480 503 228 274 206 390 720 275 537 260 221 277
is_linear=0
shrinkage=0.0140405


Tree=26
num_leaves=29
num_cat=0
split_feature=6 8 4 8 8 10 7 10 0 10 10 7 8 4 0 7 0 8 8 0 8 8 0 10 0 0 10 8
split_gain=288.022 387.336 186.723 90.2751 60.6895 24.5886 15.5101 14.3684 11.0342 9.7941 8.82631 8.7898 5.84884 4.19209 3.50121 2.25165 2.18983 1.97829 1.75348 1.13111 0.999708 0.610841 0.582327 1.10051 0.676687 0.335978 0.0511033 0.0370192
threshold=1.0000000180025095e-35 3.2958984375000004 1.0000000180025095e-35 5.4570312500000009 1.7592773437500002 0.44042968750000006 3.5000000000000004 0.49560546875000006 15.050781250000002 0.43847656250000006 0.55249023437500011 2.5000000000000004 2.4863281250000004 1.0000000180025095e-35 17.414062500000004 3.5000000000000004 21.351562500000004 3.6015625000000004 1.8505859375000002 16.546875000000004 4.2949218750000009 1.3422851562500002 22.750000000000004 0.40039062500000006 24.351562500000004 15.347656250000002 0.41943359375000006 4.0097656250000009
decision_type=2 2 2 2 2 2 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 -3 9 21 14 12 13 -5 -4 15 20 -6 -8 25 17 -14 -7 -17 -19 -11 26 23 -16 27 -1 -2 -24
right_child=1 2 3 8 6 10 7 -9 -10 11 -12 -13 16 -15 22 18 -18 19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29
leaf_value=-0.0049131375729141195 -0.0067065983561031516 -0.0058285037001664418 0.0076107447308218596 0.024908097117741532 3.9433896850118259e-05 -0.0057667013376241161 -0.0046245917849852131 0.0033227484529581835 0.018383812369907684 0.011258097093096215 0.00028827950505543905 0.01526502049125396 0.0055722934170436157 -0.00109284345572323 -0.0067643784678046905 -0.0039476073249940496 0.0029048536387039476 -0.0042543125704843279 -0.0016290271608243514 -0.0022663731003980422 0.0092626559586232154 -0.0053891893831841198 -0.0069664420141684578 -0.0048459067521633018 -0.006065886638937994 -0.0038162520366044729 -0.0062986827255280759 -0.007298694540377776
leaf_weight=121 143 108 147 108 110 101 145 96 97 100 168 107 97 122 127 98 162 133 187 98 98 146 109 110 182 101 105 168
leaf_count=121 143 108 147 108 110 101 145 96 97 100 168 107 97 122 127 98 162 133 187 98 98 146 109 110 182 101 105 168
internal_value=0 0.00357103 0.0112804 0.0140928 -0.0016667 -0.00438931 0.000724765 -0.00133584 0.021821 0.0105878 -0.00256488 0.0120226 0.00275186 -0.00301083 -0.00594942 -0.00334175 0.00390386 -0.00412761 -0.00242629 -0.00341094 0.0102705 -0.00610971 -0.00643914 -0.00587395 -0.00673097 -0.0044141 -0.00653389 -0.00716795
internal_weight=0 1891 765 657 1126 1703 732 363 205 452 785 305 369 267 918 617 259 332 285 231 198 394 696 237 459 222 248 277
internal_count=3594 1891 765 657 1126 1703 732 363 205 452 785 305 369 267 918 617 259 332 285 231 198 394 696 237 459 222 248 277
is_linear=0
shrinkage=0.0140405


Tree=27
num_leaves=28
num_cat=0
split_feature=9 6 5 5 6 9 5 4 5 9 9 1 9 9 9 4 9 1 8 5 9 4 10 4 8 1 10
split_gain=419.315 266.79 243.342 93.1248 75.0255 109.226 72.6964 65.0422 75.6332 31.1679 19.7164 11.1005 7.83408 6.38103 6.32814 5.19221 4.08419 3.62872 2.34101 1.68445 1.22233 0.918039 0.406149 0.292747 0.312679 0.144187 0.0426006
threshold=1.6372070312500002 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 0.91528320312500011 8.5000000000000018 1.0000000180025095e-35 15.500000000000002 1.9721679687500002 1.2578125000000002 11.949218750000002 0.71801757812500011 2.1416015625000004 1.0712890625000002 1.0000000180025095e-35 1.1396484375000002 5.7988281250000009 5.1171875000000009 18.500000000000004 0.90527343750000011 1.0000000180025095e-35 0.43359375000000006 1.0000000180025095e-35 1.3730468750000002 16.046875000000004 0.40747070312500006
decision_type=2 2 2 2 2 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 13 -3 9 11 12 -7 -8 10 -4 14 16 23 18 -9 -14 21 -18 -2 22 -21 -1 25 24 -6 26 -13
right_child=1 2 3 -5 5 6 7 8 -10 -11 -12 19 15 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0039867793670024017 1.7291689517190294e-05 -0.0013755002367725538 0.02251463779408264 0.010963072130546201 -0.0060938745023852731 -0.0048355768537079648 -0.0036596104668428727 0.0063397253624937885 -0.001348996585434626 0.032916191560679209 0.015877093409868089 -0.0073483469295898204 -0.0049764200409614491 0.0026975159666493224 0.01106257370462186 -0.00069048463515599323 -0.00024226437559704946 -0.003795084560278294 -0.0026937552282547518 -0.0062280538769789633 -0.0043550286102253602 -0.0054719340098378644 -0.0059417275828494162 -0.00557743874808615 -0.0070918399156624998 -0.0064892214056231036 -0.0069899090568591032
leaf_weight=189 108 120 137 106 171 178 124 108 130 97 118 102 114 95 116 109 103 126 150 151 126 145 97 104 97 96 182
leaf_count=189 108 120 137 106 171 178 124 108 130 97 118 102 114 95 116 109 103 126 150 151 126 145 97 104 97 96 182
internal_value=0 0.00876811 0.0158139 0.0218808 -0.00274061 -0.000439034 0.00303818 0.00538974 0.00776711 0.0268264 0.0112323 -0.00513306 -0.00496234 -0.000413404 0.00878549 -0.0028815 -0.00364132 -0.00219709 -0.0015589 -0.00624692 -0.00537606 -0.00463153 -0.00675264 -0.00620972 -0.00645508 -0.00695963 -0.00711864
internal_weight=0 813 460 340 2686 1369 774 596 472 234 342 1317 595 353 224 223 563 229 258 754 277 334 477 372 268 380 284
internal_count=3499 813 460 340 2686 1369 774 596 472 234 342 1317 595 353 224 223 563 229 258 754 277 334 477 372 268 380 284
is_linear=0
shrinkage=0.0140405


Tree=28
num_leaves=27
num_cat=0
split_feature=9 6 5 5 9 6 9 5 4 5 1 9 9 4 9 1 9 10 9 1 10 1 1 1 5 9
split_gain=374.375 297.578 210.143 125.101 70.5826 63.2735 80.2713 56.7798 43.0582 54.5008 11.4189 9.87173 8.1014 7.38315 2.7227 2.71143 2.51771 1.68357 1.60393 1.12556 0.944153 0.579605 0.212296 0.206562 0.117086 0.0383132
threshold=1.4677734375000002 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 1.8867187500000002 1.0000000180025095e-35 0.91528320312500011 8.5000000000000018 1.0000000180025095e-35 15.500000000000002 11.949218750000002 2.1289062500000004 1.1313476562500002 1.0000000180025095e-35 0.99853515625000011 8.2500000000000018 0.69482421875000011 0.45947265625000006 0.72583007812500011 5.3496093750000009 0.45043945312500006 6.8496093750000009 14.550781250000002 13.050781250000002 18.500000000000004 1.1933593750000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 11 -3 4 -4 10 13 -8 -9 12 14 15 -10 18 21 19 -15 22 23 -2 -16 -1 25 -7 -24 -12
right_child=1 2 3 -5 -6 6 7 8 9 -11 17 -13 -14 16 20 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=-0.0039412018373985959 -0.0022649009269009659 -0.0021087755601301781 0.018940090498997059 0.0079907963623062697 0.033396975290782276 -0.0058496728131076908 -0.0050436001033379654 -0.0022155887171506562 0.0085851467101854921 -0.00037715763204823648 -0.006748531291567733 0.0025836206129912997 0.013548587824868938 -0.0041637981263623076 -0.0035137145072224115 -0.00053244008926044248 -0.0012396629455850832 -0.0049793649145667401 -0.0041588311779546449 -0.0042706030139068119 -0.0017931204049242871 -0.0053926132211079211 -0.0066867396861950241 -0.0066458038393005037 -0.0061338635828468201 -0.0070993758224831647
leaf_weight=107 123 119 179 137 106 116 146 127 141 126 97 110 120 103 111 118 133 144 95 100 145 110 160 144 143 167
leaf_count=107 123 119 179 137 106 116 146 127 141 126 97 110 120 103 111 118 133 144 95 100 145 110 160 144 143 167
internal_value=0 0.00734867 0.01437 0.0190168 0.024317 -0.00288398 -0.000682114 0.00268344 0.00487828 0.00720624 -0.00521045 -0.00107378 0.0108672 -0.0044406 -0.00351992 -0.00225358 -0.00251587 -0.0063351 -0.00572013 -0.00316432 -0.00253916 -0.00467694 -0.00667941 -0.00629061 -0.00642581 -0.00697047
internal_weight=0 992 541 422 285 2435 1251 660 514 387 1184 451 261 591 473 341 236 711 355 223 256 217 567 260 303 264
internal_count=3427 992 541 422 285 2435 1251 660 514 387 1184 451 261 591 473 341 236 711 355 223 256 217 567 260 303 264
is_linear=0
shrinkage=0.0140405


Tree=29
num_leaves=27
num_cat=0
split_feature=9 6 5 5 6 9 5 4 5 9 1 9 9 9 1 1 4 9 3 9 9 9 9 7 9 1
split_gain=358.807 282.108 195.387 91.7831 44.8333 71.904 49.9056 43.1144 45.7097 38.8051 13.8412 10.161 6.50391 5.88193 3.5239 4.12114 3.33331 2.37177 2.13008 1.25125 0.75723 0.337496 0.383605 0.373682 0.155704 0.0258792
threshold=1.4121093750000002 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 0.91528320312500011 8.5000000000000018 1.0000000180025095e-35 15.500000000000002 1.8159179687500002 13.050781250000002 2.0703125000000004 1.0917968750000002 0.72387695312500011 8.0507812500000018 5.7988281250000009 1.0000000180025095e-35 0.87060546875000011 1.0000000180025095e-35 0.57568359375000011 1.0961914062500002 1.4028320312500002 0.71801757812500011 2.5000000000000004 0.69042968750000011 15.949218750000002
decision_type=2 2 2 2 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 11 -3 9 10 13 -7 -8 12 -4 17 14 -9 19 15 -2 -15 24 20 -6 -19 22 25 -24 -1 -12
right_child=1 2 3 -5 5 6 7 8 -10 -11 21 -13 -14 16 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=-0.0048634592134113204 -0.0014297012025444257 -0.0011478755005262468 0.01769914661042667 0.0089985988271599551 -0.0065325966252250912 -0.0046082896362169062 -0.0027454752600530254 0.0077542503499090079 -0.00051007680452034979 0.02792142086956028 -0.0067472094503818443 0.0026770093584455009 0.012442512252183882 -0.0046136950450074111 -1.1151239722222105e-05 -0.005119817455750947 -0.0011052217897099665 -0.0042802514915979764 -0.0010531126317510069 -0.0048646584154688624 -0.0026071978072899557 -0.0069388011440037435 -0.0062913283684366411 -0.0052508356663898692 -0.0040824523468284647 -0.0064360475906793477
leaf_weight=95 155 135 150 144 183 155 118 100 108 143 109 129 140 102 131 97 112 98 123 172 117 136 144 129 107 102
leaf_count=95 155 135 150 144 183 155 118 100 108 143 109 129 140 102 131 97 112 98 123 172 117 136 144 129 107 102
internal_value=0 0.00683959 0.0136162 0.0181772 -0.00292525 -0.00101053 0.00229314 0.00458867 0.00707554 0.0226882 -0.00488948 -0.000731157 0.0104891 -0.00461611 -0.00187908 -0.0028501 -0.00277748 -0.00324609 -0.00252674 -0.00572447 -0.0033698 -0.00632082 -0.00614717 -0.00579967 -0.00444976 -0.00659679
internal_weight=0 1084 572 437 2350 1190 621 466 348 293 1160 512 240 569 383 252 214 540 338 355 215 620 484 273 202 211
internal_count=3434 1084 572 437 2350 1190 621 466 348 293 1160 512 240 569 383 252 214 540 338 355 215 620 484 273 202 211
is_linear=0
shrinkage=0.0140405


Tree=30
num_leaves=28
num_cat=0
split_feature=9 6 9 6 9 4 1 9 1 1 0 10 7 0 1 10 1 0 1 0 7 9 10 1 1 10 1
split_gain=401.986 319.399 68.5842 38.7415 59.4687 28.3625 12.312 11.2173 11.2172 10.1139 9.56534 8.234 4.80629 4.26354 3.71827 5.98013 4.00126 3.35338 2.61389 2.56291 1.7938 0.648614 0.610206 0.3917 0.240641 0.399003 0.0545577
threshold=1.4077148437500002 1.0000000180025095e-35 1.7890625000000002 1.0000000180025095e-35 1.0083007812500002 1.0000000180025095e-35 8.0507812500000018 0.69042968750000011 13.050781250000002 3.2500000000000004 14.847656250000002 0.50244140625000011 4.5000000000000009 18.328125000000004 6.6503906250000009 0.51000976562500011 8.2500000000000018 21.953125000000004 4.5507812500000009 21.648437500000004 4.5000000000000009 0.56494140625000011 0.45947265625000006 8.4492187500000018 14.250000000000002 0.40405273437500006 16.453125000000004
decision_type=2 2 2 2 2 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 6 8 7 -6 11 21 18 -4 -11 -3 17 -7 15 -2 -16 -9 -1 -15 23 -5 24 -20 -10 26 -26
right_child=1 2 9 4 5 13 -8 12 22 10 -12 -13 -14 19 16 -17 -18 -19 20 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=-0.002096590608173448 -0.0027699275225915266 0.0096592279793445059 0.021562954529566351 -0.0064743558415063986 -0.0027477364224211629 0.0019984052919931623 0.012540726612894374 -0.0030356314446949306 -0.006863578075347764 0.013068474937796682 0.01914010004516677 0.0040977866721122642 -0.0046519781334523978 0.0071846410851367183 -0.0046767380655794895 0.0016996410134555021 -0.0011805798292148411 0.00017906610819765648 -0.0056804717227644961 0.0042452600890228081 -0.0031037436437212052 -0.005280751618732254 -0.0053760987802060033 -0.0045414016690987083 -0.0068703741920199974 -0.0055343744994659589 -0.0064100636431295259
leaf_weight=155 111 103 107 180 159 101 115 120 244 98 107 107 128 98 122 126 137 137 97 145 167 179 107 154 95 98 109
leaf_count=155 111 103 107 180 159 101 115 120 244 98 107 107 128 98 122 126 137 137 97 145 167 179 107 154 95 98 109
internal_value=0 0.00678365 0.0133618 -0.00331525 -0.00157276 0.00215628 0.00884784 -0.00409386 -0.00508759 0.0180639 0.0162376 0.00682554 -0.00242908 0.00442295 -0.00166453 -0.000393701 -0.00282742 -0.00132196 -0.00365389 0.00543069 -0.00423136 -0.00587922 -0.00634565 -0.0049816 -0.00653565 -0.0062707 -0.00662442
internal_weight=0 1133 637 2473 1247 503 325 744 1226 312 205 210 385 344 496 237 259 257 573 243 418 359 653 251 546 302 204
internal_count=3606 1133 637 2473 1247 503 325 744 1226 312 205 210 385 344 496 237 259 257 573 243 418 359 653 251 546 302 204
is_linear=0
shrinkage=0.0140405


Tree=31
num_leaves=29
num_cat=0
split_feature=8 6 5 6 4 5 5 8 5 8 1 8 1 1 0 1 5 8 0 7 7 8 5 8 8 8 7 0
split_gain=247.11 237.603 115.896 84.3354 107.07 95.9595 87.7366 78.1972 66.5953 26.2874 18.5377 8.70816 5.44316 5.37895 3.89013 3.86364 2.98732 2.77 1.88399 1.5652 1.19695 1.85073 0.917696 0.883362 0.843864 0.737493 0.454762 0.148984
threshold=4.6718750000000009 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 2.2197265625000004 13.500000000000002 3.4335937500000004 5.3496093750000009 3.0986328125000004 13.050781250000002 6.8496093750000009 13.449218750000002 11.949218750000002 11.500000000000002 2.9111328125000004 21.453125000000004 1.5000000000000002 3.5000000000000004 1.9814453125000002 1.0000000180025095e-35 3.2958984375000004 1.6171875000000002 2.8212890625000004 4.5000000000000009 24.046875000000004
decision_type=2 2 2 2 2 2 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 -3 10 13 15 7 -7 -4 16 17 -8 20 -5 -2 -6 -9 -1 24 -16 23 -22 -14 -12 -15 26 -24 -20
right_child=1 2 8 4 5 6 11 9 -10 -11 12 -13 22 18 19 -17 -18 -19 27 -21 21 -23 25 -25 -26 -27 -28 -29
leaf_value=-0.002382149149377072 0.00058566899986726734 0.0035988004438473257 0.027809559352133154 -0.0022204967303472954 -0.002804338869668601 -0.0012301839940965171 -0.0041015846910093063 0.011482185728315209 0.013625874091989764 0.017615673751428296 -0.005550069870779265 0.0016763164477099758 -0.0067084920716731214 -0.0050686597964582974 -0.0039819230757176241 -0.0066705368727874113 0.0080814531476583861 0.00070982761019580058 -0.0064873559538043577 -0.0015790277121643227 -0.0044935670403458382 -0.0020670372715762895 -0.0064284087495754981 -0.0038202518265601083 -0.0032579520032085798 -0.004748589206526441 -0.0053784349891436191 -0.005710915326190032
leaf_weight=109 110 126 118 184 99 99 107 98 146 140 120 99 211 103 97 105 106 120 100 119 127 121 182 113 100 142 147 95
leaf_count=109 110 126 118 184 99 99 107 98 146 140 120 99 211 103 97 105 106 120 100 119 127 121 182 113 100 142 147 95
internal_value=0 0.007283 0.0146778 -0.00195109 0.000437375 0.00360533 0.00624558 0.0097659 0.0199656 0.0129305 -0.00441333 -0.00132483 -0.00513232 -0.00420569 -0.00156358 -0.00479429 0.00971514 -0.000761899 -0.00512347 -0.00265811 -0.00398855 -0.00330966 -0.00593899 -0.00471115 -0.00417669 -0.00559427 -0.00595927 -0.00610909
internal_weight=0 716 390 2827 1435 853 649 443 264 344 1392 206 1163 582 326 204 204 229 398 216 481 248 682 233 203 471 329 195
internal_count=3543 716 390 2827 1435 853 649 443 264 344 1392 206 1163 582 326 204 204 229 398 216 481 248 682 233 203 471 329 195
is_linear=0
shrinkage=0.0140405


Tree=32
num_leaves=30
num_cat=0
split_feature=9 6 6 9 5 5 7 9 9 9 1 3 5 10 10 8 8 1 8 8 9 10 7 5 10 9 1 9 9
split_gain=317.993 184.846 134.036 165.246 115.994 70.6974 56.1561 31.9292 28.2297 19.4844 16.6094 10.8825 8.92012 3.59946 3.32131 2.93379 2.90275 2.86099 1.14184 1.6181 1.00007 0.780809 0.714115 0.431048 0.639091 0.23281 0.199246 0.197857 0.196264
threshold=1.8798828125000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0263671875000002 8.5000000000000018 15.500000000000002 3.5000000000000004 2.1289062500000004 1.3647460937500002 0.72387695312500011 11.449218750000002 1.0000000180025095e-35 14.500000000000002 0.49853515625000006 0.45654296875000006 2.5097656250000004 3.6904296875000004 5.7988281250000009 3.6298828125000004 4.5566406250000009 0.62402343750000011 0.47045898437500006 3.5000000000000004 18.500000000000004 0.39746093750000006 0.95947265625000011 15.449218750000002 0.81982421875000011 1.0112304687500002
decision_type=2 2 2 2 2 2 2 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 21 6 8 -3 -6 20 13 12 15 18 23 -11 -7 -15 22 -20 26 -5 -1 28 -25 -16 -4 -24 -12
right_child=1 7 3 4 5 16 -8 -9 -10 11 14 -13 -14 17 25 -17 -18 -19 19 -21 -22 -23 27 24 -26 -27 -28 -29 -30
leaf_value=-0.0049065242486481565 0.00053204748623930588 0.014267679458522394 -0.0063746515218855203 -0.0044108022572088013 0.011272707638670448 0.00018368517325689342 0.0038876020718743029 0.024787794444451644 0.01989900111966007 0.0004303263046272585 -0.0061368069946722186 -0.004942892151369436 -0.0030396386136699455 0.00041845767808824886 -0.0046280539906749683 0.0039016918699291943 0.0035934489915163768 -0.0029496139164387363 -0.0013439763454398989 -0.0038826403573769251 -0.0045214295825529802 -0.0026380512467588427 -0.0039254843639996741 -0.0064056002880189446 -0.0048926493740145127 -0.0036476546897491469 -0.0055569222733799599 -0.0030285091765660686 -0.0067702104742413931
leaf_weight=109 163 103 116 100 158 96 117 127 142 95 157 100 97 102 96 97 101 97 98 100 160 96 99 129 96 95 119 95 250
leaf_count=109 163 103 116 100 158 96 117 127 142 95 157 100 97 102 96 97 101 97 98 100 160 96 99 129 96 95 119 95 250
internal_value=0 0.0119703 -0.001432 0.00141398 0.00586152 0.00886347 0.0121381 0.0200766 0.0153558 -0.00318106 -0.00441065 -0.000950615 0.000430796 -0.00282078 -0.0057629 0.00218409 0.00193184 -0.00122327 -0.00345532 -0.00262613 -0.00537763 -0.00354252 -0.00399717 -0.00625324 -0.00576007 -0.00414042 -0.00596057 -0.00348624 -0.00652588
internal_weight=0 393 3117 1594 810 614 417 230 300 784 1523 389 289 700 823 192 197 199 501 198 395 196 303 632 225 191 235 194 407
internal_count=3510 393 3117 1594 810 614 417 230 300 784 1523 389 289 700 823 192 197 199 501 198 395 196 303 632 225 191 235 194 407
is_linear=0
shrinkage=0.0140405


Tree=33
num_leaves=29
num_cat=0
split_feature=6 4 1 1 10 10 10 7 10 1 1 1 0 1 1 7 0 10 0 0 10 0 1 10 0 0 10 10
split_gain=271.128 309.551 115.523 58.2316 24.3369 20.3642 10.3606 9.99732 9.88982 9.11347 6.80263 4.85128 4.32286 4.06963 6.56677 2.94902 2.29611 2.16785 1.36505 0.952823 1.19959 1.63771 0.465131 0.618658 0.376914 0.292114 0.104327 0.0660438
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5498046875000002 12.699218750000002 0.49951171875000006 0.43041992187500006 0.47558593750000006 2.5000000000000004 0.41650390625000006 13.050781250000002 6.5507812500000009 8.6523437500000018 14.152343750000002 7.3496093750000009 5.3496093750000009 1.0000000180025095e-35 18.812500000000004 0.54248046875000011 24.351562500000004 20.953125000000004 0.46850585937500006 15.847656250000002 5.9492187500000009 0.41357421875000006 24.046875000000004 21.351562500000004 0.39941406250000006 0.40258789062500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 -3 5 9 -4 18 8 -5 15 12 13 -6 14 -7 -1 -13 -12 22 20 21 -17 -2 -24 25 -11 -26 -27
right_child=1 2 3 7 10 11 -8 -9 -10 24 17 16 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 23 -25 26 27 -28 -29
leaf_value=-0.0016751882126467442 -0.0068413616746851053 0.022189040526654772 0.0048589885290794077 0.0020850717619606703 0.0029330167835279726 0.012565148275530196 -0.0016190151090736916 -0.00015068177198462507 0.007615221959326823 -0.0057063135420999953 -0.0040885256255370483 0.0070572607087560661 -0.0012058128325102492 0.013600972745714469 0.0078689361038055718 -0.0053077176039605283 0.010081379607569154 -0.0013832175642809258 -0.0042039969390585338 -0.0053398643438394506 -0.0027199905300003147 -0.0033588077721215773 -0.0063844507646999846 -0.004890130585949887 -0.0059414626150139848 -0.0068396378539582461 -0.0052935653589544912 -0.0064211468687871186
leaf_weight=110 112 100 181 170 99 121 174 174 102 101 112 100 100 106 114 170 98 122 96 113 124 170 125 97 99 116 97 207
leaf_count=110 112 100 181 170 99 121 174 174 102 101 112 100 100 106 114 170 98 122 96 113 124 170 125 97 99 116 97 207
internal_value=0 0.00376059 0.00770634 0.00646425 -0.00394008 0.00893378 -0.00450981 0.00247757 0.00415888 -0.00489584 -0.00105515 0.0103021 0.000853203 0.0113171 0.010287 -0.00378204 0.00855405 -0.00267807 -0.00567957 -0.0041837 -0.00390213 -0.00433326 -0.00610369 -0.00573153 -0.00612999 -0.00636536 -0.00562082 -0.00657144
internal_weight=0 1870 1266 1166 1740 720 604 446 272 1307 433 539 199 341 235 687 198 234 430 577 464 340 334 222 620 424 196 323
internal_count=3610 1870 1266 1166 1740 720 604 446 272 1307 433 539 199 341 235 687 198 234 430 577 464 340 334 222 620 424 196 323
is_linear=0
shrinkage=0.0140405


Tree=34
num_leaves=28
num_cat=0
split_feature=8 6 5 6 7 5 8 5 5 8 1 10 8 10 10 1 3 10 1 8 1 10 1 8 1 8 8
split_gain=265.024 226.01 217.494 64.7489 102.122 93.604 65.723 53.6102 35.1096 16.1828 14.8307 10.7187 9.16874 8.7936 6.587 4.97659 4.20815 1.54732 1.78047 1.24483 1.22727 1.17067 0.47001 0.466168 0.412475 0.312267 0.242074
threshold=4.6718750000000009 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 3.5000000000000004 8.5000000000000018 2.2197265625000004 15.500000000000002 14.500000000000002 3.6904296875000004 6.0996093750000009 0.46508789062500006 2.1572265625000004 0.48498535156250006 0.47949218750000006 13.050781250000002 1.0000000180025095e-35 0.44250488281250006 10.449218750000002 2.1572265625000004 11.250000000000002 0.43359375000000006 14.250000000000002 2.8212890625000004 6.8496093750000009 2.4150390625000004 1.9589843750000002
decision_type=2 2 2 2 2 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 -3 10 5 -5 -7 9 -4 -8 13 16 -13 -1 -2 17 -6 25 -19 20 -18 22 -17 26 -16 -12 -24
right_child=1 2 8 4 11 6 7 -9 -10 -11 15 12 -14 -15 24 21 19 18 -20 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=-0.0033307941208685684 -0.0035052150186780473 -0.0027842395385737381 0.024539275762153655 -0.0056426237309075882 -0.0027263248706117303 -0.0034140594055872245 0.010204100546532622 0.001872122467995491 0.014807394005520762 0.017224376547178222 -0.0042090103837687494 -0.003775569561048667 0.0011731825836120997 0.0020767694440997843 0.0011129871734295051 -0.0065737260863520733 -0.0040473960387445718 -0.0041487849111285927 -0.0016424853667516494 -0.0070097209262364631 -0.0060621559385556504 -0.0046817597140176876 -0.0056357146123047781 -0.0049264333148155712 -0.00019198431743082208 -0.0053023697250363525 -0.0066103393837420614
leaf_weight=155 145 108 174 156 128 101 187 134 126 99 104 160 137 96 96 233 108 130 98 102 133 146 102 96 95 102 99
leaf_count=155 145 108 174 156 128 101 187 134 126 99 104 160 137 96 96 233 108 130 98 102 133 146 102 96 95 102 99
internal_value=0 0.00727852 0.0143011 -0.00214709 -7.71879e-05 0.00389834 0.00675513 0.00920058 0.0204519 0.0126342 -0.00434475 -0.00358166 -0.00149281 -0.00126256 -0.00124895 -0.00504171 -0.00489883 -0.0038684 -0.00307152 -0.00570955 -0.00515928 -0.005795 -0.00610166 -0.00573133 0.000463918 -0.00475038 -0.00611575
internal_weight=0 744 408 2806 1445 677 521 420 300 286 1361 768 297 251 336 1110 471 434 228 343 241 676 530 297 191 206 201
internal_count=3550 744 408 2806 1445 677 521 420 300 286 1361 768 297 251 336 1110 471 434 228 343 241 676 530 297 191 206 201
is_linear=0
shrinkage=0.0140405


Tree=35
num_leaves=28
num_cat=0
split_feature=8 6 5 6 8 5 3 5 5 8 10 8 5 8 8 3 8 10 8 10 4 7 8 8 8 7 8
split_gain=249.63 212.001 212.746 74.6734 98.8883 77.7962 67.7866 75.7089 52.8585 13.879 10.2652 6.8567 5.54215 5.19351 4.08955 2.15143 5.07656 1.9422 1.57544 1.70529 0.68692 0.601992 0.49744 0.292505 0.457643 0.0994106 0.0845312
threshold=4.6210937500000009 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 2.2197265625000004 8.5000000000000018 1.0000000180025095e-35 15.500000000000002 14.500000000000002 2.8232421875000004 0.45300292968750006 5.6699218750000009 12.500000000000002 1.4282226562500002 5.5000000000000009 1.0000000180025095e-35 3.3027343750000004 0.44360351562500006 4.5410156250000009 0.39941406250000006 1.0000000180025095e-35 5.5000000000000009 3.4248046875000004 1.9589843750000002 2.9560546875000004 3.5000000000000004 1.6411132812500002
decision_type=2 2 2 2 2 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 11 -3 10 13 -6 7 9 14 -7 18 -2 -11 21 -4 16 -12 20 19 23 -15 -5 25 -1 -25 -21 -27
right_child=1 2 8 4 5 6 -8 -9 -10 12 15 -13 -14 17 -16 -17 -18 -19 -20 22 -22 -23 -24 24 -26 26 -28
leaf_value=-0.005069155816011698 -0.0029890438412086334 -0.0032155670938429286 0.022025565378579349 -0.0059345499915681478 -0.0045011588201408189 0.0071689096998548427 -0.0043881103024227281 -0.00054137011176453491 0.012371135154845152 0.014734975786611024 -0.0049758339917054025 0.00090264459055981391 0.010538439922626869 -0.004484857856400102 0.026123830529581515 -0.0014466974018370992 -0.0012310693861270704 -0.0012389576703007756 -0.0064090940733709505 -0.0042741477596602443 -0.0028333376871813752 -0.0046165035064995854 -0.0034944946445805477 -0.0065686732300439653 -0.0052741912283208649 -0.0045238615154227762 -0.00510434273147018
leaf_weight=98 178 110 96 183 188 113 107 150 126 156 170 179 103 95 96 178 123 102 177 107 104 109 104 121 97 102 96
leaf_count=98 178 110 96 183 188 113 107 150 126 156 170 179 103 95 96 178 123 102 177 107 104 109 104 121 97 102 96
internal_value=0 0.00695149 0.0136154 -0.00201355 0.000255977 0.00342381 0.00579248 0.0078793 0.0194374 0.0112747 -0.00434423 -0.00103775 0.0130661 -0.00410847 0.0240747 -0.00266417 -0.0034038 -0.00281429 -0.00522151 -0.00493158 -0.00362175 -0.00544254 -0.00433304 -0.00570628 -0.00599269 -0.00461897 -0.00480531
internal_weight=0 785 428 2783 1410 817 629 522 318 372 1373 357 259 593 192 471 293 301 902 725 199 292 409 316 218 305 198
internal_count=3568 785 428 2783 1410 817 629 522 318 372 1373 357 259 593 192 471 293 301 902 725 199 292 409 316 218 305 198
is_linear=0
shrinkage=0.0140405


Tree=36
num_leaves=29
num_cat=0
split_feature=8 6 5 6 8 5 5 7 5 8 10 8 8 8 3 0 10 8 0 0 10 8 8 0 0 10 5 0
split_gain=295.463 231.646 121.636 100.562 120.632 99.1381 92.2758 51.1462 32.6361 21.3225 16.3802 9.80109 7.13747 6.52712 6.10828 4.98449 2.80034 2.67008 2.01296 1.64229 1.54522 1.07685 0.856616 0.458929 0.42315 0.327476 0.0825129 0.0395561
threshold=5.1464843750000009 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 2.3974609375000004 8.5000000000000018 15.500000000000002 3.5000000000000004 13.500000000000002 3.6904296875000004 0.44042968750000006 1.8505859375000002 3.3027343750000004 3.3291015625000004 1.0000000180025095e-35 13.652343750000002 0.43457031250000006 4.2675781250000009 19.109375000000004 15.750000000000002 0.46093750000000006 1.3422851562500002 2.9853515625000004 24.351562500000004 22.046875000000004 0.39941406250000006 4.5000000000000009 19.601562500000004
decision_type=2 2 2 2 2 2 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 15 -3 10 11 16 7 9 -4 22 18 21 14 -8 27 -2 -6 -14 19 -1 -13 25 -7 24 -20 -5 -26 -12
right_child=1 2 8 4 5 6 13 -9 -10 -11 12 20 17 -15 -16 -17 -18 -19 23 -21 -22 -23 -24 -25 26 -27 -28 -29
leaf_value=-0.0055879552653814403 0.0018356715739680268 0.0042643856282149313 0.029241503151061977 -0.0062006610018655074 -0.0060836775475956607 0.0089819570845009276 -0.0032501228523524571 0.0028106222613320316 0.018340949776382155 0.016952584934271566 -0.005544177419939505 -0.0025521831007720222 0.00055886224231882161 0.0015885251855466398 -0.0015734481244823826 -0.0021310188451019035 -0.0027747793326895706 -0.0023568819882651441 -0.0053497654745368103 -0.0032262839200034583 -0.00023478410689369394 -0.0041895590085753468 0.010808779946195645 -0.0051252476354228856 -0.0063687202072495808 -0.0051489309230717808 -0.0058997357182318669 -0.0051440987890879709
leaf_weight=103 106 96 98 104 105 96 113 138 121 148 100 111 153 107 149 152 97 104 152 133 116 189 107 168 256 133 104 95
leaf_count=103 106 96 98 104 105 96 113 138 121 148 100 111 153 107 149 152 97 104 152 133 116 189 107 168 256 133 104 95
internal_value=0 0.00936295 0.0174422 -0.00161688 0.000881326 0.00418268 0.00665496 0.0100525 0.0232188 0.0128997 -0.00419248 -0.0037244 -0.00239128 -0.00089678 -0.00371381 -0.000501293 -0.00449475 -0.00062105 -0.00537426 -0.00425701 -0.00136796 -0.00498005 0.00994486 -0.00576202 -0.00597096 -0.00561045 -0.00623324 -0.00534927
internal_weight=0 573 315 3081 1564 911 709 489 219 351 1517 653 601 220 344 258 202 257 916 236 227 426 203 680 512 237 360 195
internal_count=3654 573 315 3081 1564 911 709 489 219 351 1517 653 601 220 344 258 202 257 916 236 227 426 203 680 512 237 360 195
is_linear=0
shrinkage=0.0140405


Tree=37
num_leaves=27
num_cat=0
split_feature=8 6 5 6 8 5 7 5 5 10 3 8 10 8 8 10 3 8 10 8 7 8 10 7 8 10
split_gain=240.781 245.677 103.899 69.2984 87.5284 71.1682 73.4325 59.6454 56.2131 10.7338 9.46388 8.2119 7.83695 5.06919 4.70834 4.05847 2.71615 6.91271 1.68746 1.60506 1.00377 0.83044 0.613629 0.423687 0.384997 0.175743
threshold=4.6210937500000009 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 2.2587890625000004 8.5000000000000018 3.5000000000000004 15.500000000000002 15.500000000000002 0.44250488281250006 1.0000000180025095e-35 3.0820312500000004 0.43457031250000006 1.7338867187500002 5.6699218750000009 0.47558593750000006 1.0000000180025095e-35 3.5126953125000004 0.41650390625000006 4.2480468750000009 5.5000000000000009 3.3642578125000004 0.39941406250000006 2.5000000000000004 1.0307617187500002 0.41357421875000006
decision_type=2 2 2 2 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 -3 9 13 12 7 11 15 19 -8 -7 -6 20 -2 -4 17 -11 -15 21 24 22 23 -1 -5 -24
right_child=1 2 8 4 5 6 10 -9 -10 16 -12 -13 -14 18 -16 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 -27
leaf_value=-0.0060360019299801441 -0.0034891766547634558 0.0026852370938859264 0.024338087347867333 -0.0061271170565255903 -0.0065998127758455632 0.0091862051781969097 0.0016850283449801916 0.00055463001307657419 0.0094440967277361603 -0.0050746787675323519 -0.0042504191377810436 0.013802732554452418 -0.0011728837479492936 -0.0037850065273485846 -0.00023388191074080915 0.020474615972462348 -0.0010936229400033682 -0.00096824009574893849 -0.0014351843719990133 -0.0062229465492779964 -0.0038598400062425618 -0.0036156759809269478 -0.0040646311237940193 -0.0049502553615124118 -0.004968838001359094 -0.004776153473448683
leaf_weight=122 168 117 95 99 108 127 103 127 100 181 109 189 102 97 183 123 180 146 159 182 115 109 115 169 132 169
leaf_count=122 168 117 95 99 108 127 103 127 100 181 109 189 102 97 183 123 180 146 159 182 115 109 115 169 132 169
internal_value=0 0.00694669 0.0139979 -0.00183417 0.000287633 0.00314873 0.00542911 0.00868127 0.0181601 -0.00410124 -0.00136669 0.0119474 -0.00396388 -0.00382341 -0.00179197 0.0221582 -0.00247876 -0.00324122 -0.00232555 -0.00505112 -0.00493166 -0.00473932 -0.00495233 -0.00540545 -0.00546524 -0.00448804
internal_weight=0 786 435 2840 1467 865 655 443 318 1373 212 316 210 602 351 218 507 327 256 866 346 684 575 291 231 284
internal_count=3626 786 435 2840 1467 865 655 443 318 1373 212 316 210 602 351 218 507 327 256 866 346 684 575 291 231 284
is_linear=0
shrinkage=0.0140405


Tree=38
num_leaves=28
num_cat=0
split_feature=9 6 9 9 6 1 9 1 10 7 9 9 7 9 7 7 1 1 1 10 9 1 4 9 7 9 1
split_gain=220.741 211.535 62.2951 48.8655 84.5428 34.7793 17.299 11.5046 8.33139 7.33487 6.60066 4.91545 4.7594 4.3567 2.68942 2.16028 2.07506 1.50943 1.47807 1.31667 0.740998 0.578481 0.504856 0.349074 0.231723 0.390306 0.17524
threshold=1.4077148437500002 1.0000000180025095e-35 1.9794921875000002 0.91528320312500011 1.0000000180025095e-35 8.0507812500000018 1.1040039062500002 5.9492187500000009 0.50244140625000011 1.5000000000000002 2.1542968750000004 0.58496093750000011 3.5000000000000004 1.0112304687500002 1.5000000000000002 2.5000000000000004 12.152343750000002 4.2500000000000009 8.0507812500000018 0.41943359375000006 1.3349609375000002 11.250000000000002 1.0000000180025095e-35 1.0629882812500002 5.5000000000000009 0.49340820312500006 9.0507812500000018
decision_type=2 2 2 2 2 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 10 5 11 7 8 12 -5 -3 -8 15 24 13 -6 -13 18 -9 -16 -2 22 23 -21 -19 -18 25 -1 -11
right_child=1 2 -4 4 6 -7 9 16 -10 26 -12 14 -14 -15 17 -17 20 19 -20 21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0066285914968315452 -0.0041397349928704889 0.0071267452736111722 0.018104520922589101 -0.00037305402779360644 0.00050212920389437201 0.013039869424620907 0.0086690972720206167 -0.0035095037357055444 0.0022490317278726682 0.0036357281894985926 0.0015646969860819058 -0.0015888429000978151 -0.00098328010620842878 0.0046068201376484163 -0.0025775790951152316 -0.001069800711707651 -0.0055165656098516026 -0.0055231352440806578 -0.0019078695618789984 -0.0027614625124324573 -0.0061488005781397403 -0.0042129547731930925 -0.0044094486426606736 -0.0043641721963379619 -0.0052142910839679769 -0.0055130514417433378 0.0044797449427767325
leaf_weight=102 139 159 166 142 110 171 105 155 122 96 107 98 136 95 109 154 95 159 101 100 164 118 162 114 124 157 98
leaf_count=102 139 159 166 142 110 171 105 155 122 96 107 98 136 95 109 154 95 159 101 100 164 118 162 114 124 157 98
internal_value=0 0.00525224 0.0107487 -0.00227969 -0.00043472 0.00804724 0.00321478 -0.00392081 0.00500902 0.00567993 -0.00152783 -0.00442045 0.00105324 0.0024043 -0.00375663 -0.00236768 -0.00487494 -0.00408448 -0.00320049 -0.00438921 -0.00544234 -0.00354713 -0.00496109 -0.00488799 -0.00571341 -0.00595238 0.00406209
internal_weight=0 1119 618 2439 1310 452 640 670 281 299 501 1129 341 205 746 394 528 648 240 539 373 218 321 209 383 259 194
internal_count=3558 1119 618 2439 1310 452 640 670 281 299 501 1129 341 205 746 394 528 648 240 539 373 218 321 209 383 259 194
is_linear=0
shrinkage=0.0140405


Tree=39
num_leaves=29
num_cat=0
split_feature=8 5 5 5 5 4 8 5 1 8 0 1 0 0 8 8 0 0 0 7 0 5 7 1 0 5 5 0
split_gain=230.066 152.648 155.025 75.9102 135.432 177.398 63.5452 21.4283 17.5007 14.6154 8.86558 4.27151 2.93686 1.64562 1.2522 1.18348 2.01374 0.847254 0.689801 0.673619 0.784597 0.544089 0.468871 0.450174 0.297968 0.179467 0.0695318 0.000440656
threshold=5.0410156250000009 8.5000000000000018 17.500000000000004 8.5000000000000018 16.500000000000004 1.0000000180025095e-35 2.6845703125000004 14.500000000000002 11.949218750000002 3.5722656250000004 14.601562500000002 5.3496093750000009 19.007812500000004 14.449218750000002 1.0996093750000002 1.9262695312500002 16.546875000000004 19.953125000000004 21.648437500000004 3.5000000000000004 23.851562500000004 5.5000000000000009 3.5000000000000004 4.7500000000000009 16.250000000000004 19.500000000000004 2.5000000000000004 23.148437500000004
decision_type=2 2 2 2 2 2 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 13 10 8 5 18 -7 9 12 -8 -3 -6 15 -2 -13 -1 23 25 24 21 -21 26 27 -17 -5 -16 -10 -19
right_child=1 2 -4 4 11 6 7 -9 19 -11 -12 14 -14 -15 17 16 -18 22 -20 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0031218043692903224 -0.00020430696055264824 0.018407204099491741 0.0022411061621339262 -0.0044443656215809244 -0.0019296926055108632 0.0019368481206226097 0.010981577960284211 0.0064435000457573818 -0.0061077454653240453 0.017384300149125436 0.024078536169649261 -0.0059394443636229914 -0.0040832210991295203 -0.0026911343701001866 -0.0031556440909647995 -0.0014477214757596926 0.00036010167731791035 -0.0042818478223520069 -0.0052769594054431265 -0.0045202754312420402 -0.0058481369009716734 -0.0070828911053818586 -0.0054391139521894095 -0.002797110805655873 -0.003378953071693161 -0.0039730008229364464 -0.005595502128376474 -0.0043246125572633373
leaf_weight=95 102 119 144 103 154 186 153 103 103 130 100 105 149 108 103 96 95 95 112 134 254 106 115 99 104 109 106 95
leaf_count=95 102 119 144 103 154 186 153 103 103 130 100 105 149 108 103 96 95 95 112 134 254 106 115 99 104 109 106 95
internal_value=0 0.00804459 0.0135566 -0.00169041 0.000265063 0.00399986 0.00867845 0.011927 -0.00432563 0.0139228 0.0209969 -0.00402321 -0.00240947 -0.00148325 -0.00454155 -0.00176171 -0.00131616 -0.00425764 -0.00438934 -0.00578115 -0.00538955 -0.00626352 -0.00473151 -0.0021328 -0.00390909 -0.00357589 -0.00584795 -0.00430323
internal_weight=0 573 363 2904 1667 891 572 386 1237 283 219 776 534 210 622 385 290 517 319 703 388 315 305 195 207 212 209 190
internal_count=3477 573 363 2904 1667 891 572 386 1237 283 219 776 534 210 622 385 290 517 319 703 388 315 305 195 207 212 209 190
is_linear=0
shrinkage=0.0140405


Tree=40
num_leaves=29
num_cat=0
split_feature=9 6 5 5 6 9 9 5 4 5 8 8 1 1 10 10 10 7 7 10 1 9 10 1 8 5 8 9
split_gain=241.033 219.399 178.667 96.0413 44.2329 64.218 43.1802 37.5482 39.7029 31.5711 10.1838 9.76233 8.10701 6.96248 5.03407 2.76071 2.49639 2.30289 2.27188 1.88295 0.798284 0.68135 0.328403 0.320387 0.336705 0.279351 0.215644 0.0428634
threshold=1.4101562500000002 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 0.94604492187500011 1.9741210937500002 8.5000000000000018 1.0000000180025095e-35 14.500000000000002 3.1035156250000004 1.8666992187500002 5.9492187500000009 7.3496093750000009 0.50048828125000011 0.44702148437500006 0.39941406250000006 3.5000000000000004 1.5000000000000002 0.43249511718750006 10.949218750000002 0.51977539062500011 0.45141601562500006 14.250000000000002 2.8212890625000004 11.500000000000002 1.9375000000000002 1.2470703125000002
decision_type=2 2 2 2 2 2 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 -3 6 12 11 13 -7 -9 10 -10 21 19 -4 22 20 -13 -17 -16 -1 -14 -6 -2 27 26 -23 -25 -22
right_child=1 2 3 -5 5 7 -8 8 9 -11 -12 16 15 -15 18 17 -18 -19 -20 -21 23 25 -24 24 -26 -27 -28 -29
leaf_value=-0.003206972789312239 -0.0033976857352656211 -0.0033265191273675098 0.014160039826996765 0.0061993758945642248 -0.0059798003874425923 -0.0035558228720505808 0.028260570986664013 -0.0024731528851447949 0.0074766609110274327 0.0010866045884650908 0.013516140328871398 1.7203071214352833e-05 -0.0044041164025434062 0.019455093138684217 -0.0015067368683482644 -0.0052112913914868298 -0.0029897979871066497 -0.0026647635741842289 0.00099452735154928148 -0.0004472424596331868 -0.0061870629077824561 -0.0042598012309823683 -0.0022791844351269246 -0.0051985723090247505 -0.0046506855634962773 -0.0051426953216349236 -0.0061229734583800408 -0.0058437703615132428
leaf_weight=99 103 122 101 136 124 149 95 118 129 118 96 113 120 95 118 127 105 156 182 96 124 132 104 99 96 152 100 170
leaf_count=99 103 122 101 136 124 149 95 118 129 118 96 113 120 95 118 127 105 156 182 96 124 132 104 99 96 152 100 170
internal_value=0 0.00550819 0.0116583 0.0159397 -0.00252966 -0.000670595 0.0204919 0.00257149 0.0045519 0.00696868 0.0100535 -0.00382981 -0.00446547 0.0167265 -0.00115146 -0.00497993 -0.00143112 -0.00380755 1.06968e-05 -0.00184834 -0.00544789 -0.00511147 -0.00283573 -0.00566054 -0.00533363 -0.00473234 -0.0056631 -0.00598856
internal_weight=0 1056 549 427 2423 1236 291 610 461 343 225 626 1187 196 507 992 218 283 300 195 709 408 207 589 295 284 199 294
internal_count=3479 1056 549 427 2423 1236 291 610 461 343 225 626 1187 196 507 992 218 283 300 195 709 408 207 589 295 284 199 294
is_linear=0
shrinkage=0.0140405


Tree=41
num_leaves=26
num_cat=0
split_feature=8 6 6 4 8 8 8 0 0 8 7 10 10 10 10 0 10 8 0 10 7 3 8 8 10
split_gain=248.836 253.648 64.4823 95.4666 82.2053 29.8903 17.5846 11.5295 10.7561 9.68581 7.94065 7.27689 6.45915 4.40099 1.89003 1.84691 1.51955 1.19026 0.462794 0.461901 0.328478 0.263968 0.155236 0.111355 0.0871515
threshold=4.6210937500000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.2958984375000004 5.3222656250000009 2.0048828125000004 18.929687500000004 13.347656250000002 4.0097656250000009 3.5000000000000004 0.49853515625000006 0.50048828125000011 0.51757812500000011 0.47460937500000006 21.648437500000004 0.45507812500000006 3.3027343750000004 24.250000000000004 0.39843750000000006 3.5000000000000004 1.0000000180025095e-35 1.7929687500000002 2.4091796875000004 0.41943359375000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 7 11 6 -3 -5 13 -7 -6 15 16 -2 17 18 -8 19 21 20 -4 -9 -1 -21 -20 -22
right_child=1 5 3 4 9 8 10 14 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 23 22 24 -23 -24 -25 -26
leaf_value=-0.0040192976472131952 -0.0032954159932777824 0.010034336029632201 -0.0058532971515551698 -0.0046943948312359214 0.0066547749306579886 0.021340486554579062 0.0036922325699413833 -0.0050742170752393831 0.015408616293924071 0.011607466091430539 -0.0018619563777481614 -0.00060005672814942288 0.00047134869403196885 3.567237281062154e-05 -0.0035132197429672777 0.0015409701140522221 -0.0033075964451731023 -0.0018403131463212441 -0.0044221318558610558 -0.0045343025248420193 -0.006171082501327094 -0.0031210594529031375 -0.0052565104259573959 -0.0050798921564926018 -0.0056625599341306333
leaf_weight=130 178 164 139 122 163 99 138 182 154 149 113 98 181 121 139 183 106 112 103 140 99 128 101 100 202
leaf_count=130 178 164 139 122 163 99 138 182 154 149 113 98 181 121 139 183 106 112 103 140 99 128 101 100 202
internal_value=0 0.00725515 -0.00174132 0.000298843 0.0032519 0.0147033 1.5123e-05 -0.00399232 0.0177298 0.00902 0.001339 -0.00409029 -0.0013963 -0.0022888 -0.00500617 0.00246581 -0.00479408 -0.00304897 -0.00530867 -0.00520873 -0.0055451 -0.00357366 -0.00483697 -0.00474615 -0.00582981
internal_weight=0 776 2768 1452 868 417 556 1316 253 312 434 584 359 491 825 321 486 370 686 380 483 258 241 203 301
internal_count=3544 776 2768 1452 868 417 556 1316 253 312 434 584 359 491 825 321 486 370 686 380 483 258 241 203 301
is_linear=0
shrinkage=0.0140405


Tree=42
num_leaves=30
num_cat=0
split_feature=9 6 5 5 6 9 5 7 7 5 9 0 8 4 9 0 9 3 8 8 9 7 9 8 0 8 8 0 8
split_gain=260.431 250.418 157.582 64.8392 56.1919 86.1443 61.1663 41.9505 20.3306 19.1802 8.25501 6.15069 6.07268 5.22249 4.36575 3.36995 2.56267 2.02599 1.35049 1.02699 0.739349 1.99056 1.00243 0.737161 0.557494 0.27173 0.134213 0.0575909 0.0512974
threshold=1.5336914062500002 1.0000000180025095e-35 8.5000000000000018 14.500000000000002 1.0000000180025095e-35 0.88232421875000011 8.5000000000000018 3.5000000000000004 1.5000000000000002 15.500000000000002 1.9755859375000002 18.929687500000004 2.8828125000000004 1.0000000180025095e-35 1.0668945312500002 16.546875000000004 0.69482421875000011 1.0000000180025095e-35 3.0986328125000004 4.6074218750000009 0.67773437500000011 3.5000000000000004 1.1933593750000002 2.1064453125000004 16.851562500000004 1.3842773437500002 2.7890625000000004 23.250000000000004 0.97021484375000011
decision_type=2 2 2 2 2 2 2 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 10 -3 8 11 13 -7 9 -4 12 15 17 -8 24 -9 -2 -15 18 -1 20 27 22 26 -19 -6 28 -22 -13 -26
right_child=1 2 3 -5 5 6 7 14 -10 -11 -12 19 -14 16 -16 -17 -18 23 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=-0.0049030800508583737 -0.0038990971050053948 -0.0015731815688087723 0.027632725844974629 0.010720525586922424 -0.0042012390150246133 -0.0040556972326046123 0.0070143492146566401 -0.0020683638353586132 0.019070769571925349 0.0028776118969042822 0.0014797744593030801 -0.0054992139513524805 0.011357913319597119 -0.0038739684162039639 0.0019871220481547784 -0.00081241228838783899 -0.00069387365766998327 -0.0025598817472685872 -0.0026232063528587096 -0.0058082051666824945 -0.0057762396076815135 -0.0030881846252108543 -0.0037445489347296486 -0.00085292430944190897 -0.0053503487882037909 -0.0060418120826245076 -0.0050910303636981921 -0.0050499486038456604 -0.0048958463652797116
leaf_weight=100 142 104 96 146 97 188 98 99 127 109 179 112 180 103 111 137 97 105 105 174 123 173 95 95 101 96 104 113 95
leaf_count=100 142 104 96 146 97 188 98 99 127 109 179 112 180 103 111 137 97 105 105 174 123 173 95 95 101 96 104 113 95
internal_value=0 0.00652655 0.013692 0.0179944 -0.00209622 -0.000116832 0.00292844 0.00512779 0.0227566 0.00786948 -0.000873565 -0.0041899 0.00982673 -0.00417547 7.52501e-05 -0.00238341 -0.00233162 -0.00275447 -0.00373534 -0.00484018 -0.00460623 -0.00430289 -0.00495552 -0.00174908 -0.00512346 -0.00542981 -0.00546231 -0.00527358 -0.00513005
internal_weight=0 931 473 369 2673 1374 785 597 223 387 458 1299 278 589 210 279 200 405 205 894 720 495 322 200 389 292 227 225 196
internal_count=3604 931 473 369 2673 1374 785 597 223 387 458 1299 278 589 210 279 200 405 205 894 720 495 322 200 389 292 227 225 196
is_linear=0
shrinkage=0.0140405


Tree=43
num_leaves=29
num_cat=0
split_feature=9 6 9 6 7 8 1 9 1 9 7 1 1 9 1 8 7 9 8 8 9 8 9 7 7 9 9 1
split_gain=266.149 227.604 52.5035 43.7577 67.9933 33.4369 25.1646 12.4077 7.48936 6.58028 5.90405 5.49433 4.94384 4.15658 2.86157 4.50015 2.54145 2.00867 3.02525 1.34632 0.982134 0.622926 1.06768 1.4122 0.544454 0.119145 0.024671 0.00895086
threshold=1.4174804687500002 1.0000000180025095e-35 2.0166015625000004 1.0000000180025095e-35 3.5000000000000004 2.8212890625000004 7.9492187500000009 1.1313476562500002 11.250000000000002 0.77099609375000011 1.0000000180025095e-35 3.0498046875000004 13.449218750000002 2.1210937500000004 8.2500000000000018 4.4824218750000009 5.5000000000000009 0.68261718750000011 2.5097656250000004 2.0830078125000004 0.81103515625000011 3.0625000000000004 0.71801757812500011 2.5000000000000004 3.5000000000000004 0.53100585937500011 1.3647460937500002 15.347656250000002
decision_type=2 2 2 2 2 2 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 13 6 8 5 9 11 17 16 -5 -7 -3 -12 14 15 -2 19 25 20 -1 -19 22 27 -24 -21 -6 -23 -10
right_child=1 2 -4 4 7 10 -8 -9 21 -11 12 -13 -14 -15 -16 -17 -18 18 -20 24 -22 26 23 -25 -26 -27 -28 -29
leaf_value=-0.0046031717635956594 -0.00045233275208282994 0.0091959072438204913 0.018565873989055296 -0.0034634959361510044 -0.0056857089844969356 0.0090338633208269965 0.013505991596696328 0.00090645736891562651 -0.0054608751184793206 0.0012080187079273478 0.0025697113630065872 0.0050435985284352633 0.0069135205372978722 0.0011852045599436466 -0.0001708071060619641 -0.0042547033375329385 -0.00099156580189292665 -0.003673893035006206 -0.0056181865772985552 -0.0034945398734977798 -0.0017385341855155028 -0.0058863798034661128 -0.0052635161858784153 -0.0032128781076798041 -0.0021533119470164334 -0.0050732419011839652 -0.0056104940825793207 -0.0056309255625258837
leaf_weight=135 97 98 159 105 108 97 163 102 115 137 99 175 108 98 111 167 103 100 103 124 107 100 136 129 115 149 177 130
leaf_count=135 97 98 159 105 108 97 163 102 115 137 99 175 108 98 111 167 103 100 103 124 107 100 136 129 115 149 177 130
internal_value=0 0.0058802 0.0116593 -0.00250381 -0.000601168 0.00307542 0.00914061 -0.00360179 -0.0043327 -0.000818878 0.00617548 0.00653417 0.00483605 -0.00138947 -0.00206232 -0.00285762 -0.00294447 -0.0044128 -0.00365189 -0.0034823 -0.00267349 -0.0051741 -0.00488298 -0.00426528 -0.00284918 -0.00533062 -0.00571009 -0.00555111
internal_weight=0 1068 595 2479 1215 546 436 669 1264 242 304 273 207 473 375 264 477 567 310 374 207 787 510 265 239 257 277 245
internal_count=3547 1068 595 2479 1215 546 436 669 1264 242 304 273 207 473 375 264 477 567 310 374 207 787 510 265 239 257 277 245
is_linear=0
shrinkage=0.0140405


Tree=44
num_leaves=28
num_cat=0
split_feature=9 5 5 9 5 9 5 3 5 8 1 1 9 5 9 5 9 10 8 8 10 1 1 5 1 9 9
split_gain=231.205 182.149 289.444 77.0511 35.6743 61.6888 68.1652 34.3318 22.3404 10.2216 8.45082 5.4532 4.16214 5.69791 3.67257 3.3605 2.8417 2.3506 1.34204 1.0667 1.03306 0.676301 0.397043 0.390298 0.20549 0.0851863 0.0101318
threshold=1.4077148437500002 8.5000000000000018 16.500000000000004 2.0703125000000004 7.5000000000000009 0.90527343750000011 16.500000000000004 1.0000000180025095e-35 13.500000000000002 2.9160156250000004 11.949218750000002 6.9492187500000009 0.69042968750000011 14.500000000000002 1.8798828125000002 5.5000000000000009 1.1396484375000002 0.43750000000000006 4.5566406250000009 2.6611328125000004 0.44702148437500006 7.9492187500000009 16.148437500000004 4.5000000000000009 11.699218750000002 0.83618164062500011 1.3842773437500002
decision_type=2 2 2 2 2 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 15 3 8 10 12 7 9 11 -7 17 -3 22 -14 18 21 19 -1 -4 -8 23 -2 24 25 -6 -12 -27
right_child=1 2 14 -5 5 6 16 -9 -10 -11 20 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28
leaf_value=-0.003835019071628649 -0.0019760767721481109 0.014536130864766506 -0.00052653387813912417 0.028450074316263653 -0.0046406890441660709 0.0048283533311851449 -0.0028895528319858562 -0.0017475373364634027 0.0090004878449674638 0.0096629512667792874 -0.0051898136398474196 0.019281039085210807 -0.00048838056269867624 -0.0043939210469731626 0.0014767133673008075 -0.0041799081891704939 -0.0013562843149259819 -0.0015386663621173061 -0.002822479573571447 -0.0048511159628151657 -0.0042332434136939092 -0.00049391530961982288 -0.0041430053835339346 -0.0064526089175002471 -0.005353656344853931 -0.0057682664326912676 -0.005595015440555926
leaf_weight=188 165 95 97 96 140 163 99 106 111 183 105 96 133 165 110 132 130 165 104 122 108 96 136 118 185 103 188
leaf_count=188 165 95 97 96 140 163 99 106 111 183 105 96 133 165 110 132 130 165 104 122 108 96 136 118 185 103 188
internal_value=0 0.00531287 0.00956276 0.0174929 -0.00238945 -0.00107403 0.00163871 0.00524359 0.0140098 0.00738538 -0.00449681 0.016921 -0.00394404 -0.00265084 -0.000585766 -0.00235424 -0.00300347 -0.00276165 -0.00171449 -0.00397241 -0.00548155 -0.00143091 -0.00477998 -0.00574384 -0.00504653 -0.00553264 -0.00565634
internal_weight=0 1102 709 398 2537 1562 803 452 302 346 975 191 759 298 311 393 351 353 201 221 622 261 461 514 325 396 291
internal_count=3639 1102 709 398 2537 1562 803 452 302 346 975 191 759 298 311 393 351 353 201 221 622 261 461 514 325 396 291
is_linear=0
shrinkage=0.0140405


Tree=45
num_leaves=28
num_cat=0
split_feature=8 6 5 6 8 5 5 5 7 0 8 0 5 5 4 3 8 8 5 0 0 0 7 0 5 8 0
split_gain=190.294 182.665 135.915 49.8477 78.546 61.7662 44.976 34.4765 19.3876 14.3846 14.3326 4.68154 3.32226 5.87397 13.2865 2.84458 5.44315 3.7462 2.08746 0.983846 1.22959 0.79437 0.785294 0.286701 0.20879 0.204833 0.0271657
threshold=4.7792968750000009 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 2.6845703125000004 8.5000000000000018 14.500000000000002 13.500000000000002 2.5000000000000004 18.929687500000004 1.7651367187500002 13.652343750000002 15.500000000000002 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 3.3027343750000004 2.0292968750000004 16.500000000000004 21.351562500000004 24.250000000000004 20.250000000000004 5.5000000000000009 22.546875000000004 4.5000000000000009 1.0307617187500002 23.750000000000004
decision_type=2 2 2 2 2 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 11 -3 9 10 -6 8 -4 -7 15 22 -2 13 -12 -15 16 -1 -17 -8 21 23 -11 25 -21 -22 -5 -25
right_child=1 2 7 4 5 6 18 -9 -10 19 12 -13 -14 14 -16 17 -18 -19 -20 20 24 -23 -24 26 -26 -27 -28
leaf_value=-0.0043715023314912522 0.00076521148379700378 0.00065486062123248836 0.024605944407628477 -0.0056034144118986369 -0.0043441044257171374 0.012368331399373534 0.0023408061772592528 0.014234230436639633 0.0052690502020532127 -0.00466339358569395 -0.0029376046161647194 -0.002776881516693524 -0.0032140161884940117 -0.0029654691447040206 0.0038478060467938145 -0.0023137599167357315 -0.00058893023304338189 0.0015237210978738028 -0.00049313982759492875 -0.0045944422706254359 -0.0044953717615946638 -0.0029825106053916503 -0.0037446054093368377 -0.005319051564771745 -0.0036583178101539287 -0.0048016374143216092 -0.0055705769890293504
leaf_weight=149 123 115 118 103 144 182 104 136 130 103 114 183 102 98 133 96 151 105 101 96 104 120 120 149 135 161 196
leaf_count=149 123 115 118 103 144 182 104 136 130 103 114 183 102 98 133 96 151 105 101 96 104 120 120 149 135 161 196
internal_value=0 0.00666758 0.0133189 -0.00161068 0.000176244 0.00378835 0.00605348 0.0190526 0.0094103 -0.0035096 -0.00269692 -0.0013531 -0.000987862 -0.000329695 0.000957326 -0.00160162 -0.00246761 -0.000309106 0.000944569 -0.00456817 -0.00483357 -0.00375888 -0.00468637 -0.0052731 -0.00402256 -0.00511445 -0.00546195
internal_weight=0 675 369 2896 1492 661 517 254 312 1404 831 306 447 345 231 501 300 201 205 903 680 223 384 441 239 264 345
internal_count=3571 675 369 2896 1492 661 517 254 312 1404 831 306 447 345 231 501 300 201 205 903 680 223 384 441 239 264 345
is_linear=0
shrinkage=0.0140405


Tree=46
num_leaves=29
num_cat=0
split_feature=9 6 6 9 9 7 7 1 1 4 10 10 0 9 9 9 0 10 4 9 10 9 0 1 0 10 9 10
split_gain=201.896 160.083 42.5314 66.1924 31.3897 21.4648 13.9779 17.669 9.00118 8.58639 5.39897 3.97091 5.14393 3.64923 3.58646 3.53975 2.97482 1.76481 1.34067 1.54528 0.857072 0.759803 0.738583 0.533559 0.461109 0.432176 0.0977563 0.0684657
threshold=1.5126953125000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0112304687500002 2.0166015625000004 3.5000000000000004 1.5000000000000002 6.8496093750000009 11.949218750000002 1.0000000180025095e-35 0.49047851562500006 0.55126953125000011 16.546875000000004 1.1503906250000002 0.69482421875000011 1.3369140625000002 13.449218750000002 0.40039062500000006 1.0000000180025095e-35 0.74169921875000011 0.48339843750000006 0.73193359375000011 19.523437500000004 14.250000000000002 21.351562500000004 0.40258789062500006 0.83618164062500011 0.42944335937500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 8 9 6 15 -3 -8 13 21 -7 12 16 18 -11 22 -2 -16 19 -1 23 24 -5 27 -4 26 -25 -10
right_child=1 4 3 5 -6 10 7 -9 20 14 -12 -13 -14 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29
leaf_value=-0.003893557627196505 -0.0012400881666993417 0.012088165042224801 -0.0042512467934998936 0.0054562934410315352 0.016244480973952244 -0.0022668674805782175 0.0029274466183387966 0.010809794150446941 -0.0059104025681379025 -0.0037525802463022374 0.0022134105097266171 0.001355855984635375 0.00065295738407282619 -0.00071205023279187832 0.00074914226949963317 0.0076102913560651096 -0.0047538023707221818 -0.0015963881247023554 -0.0043876550656946969 -0.0014858642488478407 -0.0037514643385278242 -0.0035298823798045856 0.0039124816840779364 -0.0054723518929252991 -0.0053904035909365317 -0.0041812930270253758 -0.0048853514037939813 -0.0054562218326072295
leaf_weight=99 95 139 124 96 148 120 126 101 108 103 95 133 127 151 105 97 95 159 140 112 97 112 168 116 161 134 108 166
leaf_count=99 95 139 124 96 148 120 126 101 108 103 95 133 127 151 105 97 95 159 140 112 97 112 168 116 161 134 108 166
internal_value=0 0.00543456 -0.00209989 -0.000369021 0.0107881 0.00322491 0.0085817 0.00643457 -0.00398402 -0.00307858 -0.00028721 -0.000680367 -0.00153468 -0.00253719 -0.00153047 0.00531662 -0.00299695 -0.000663507 -0.00332237 -0.00261554 -0.00498032 -0.00450971 0.00447387 -0.00516892 -0.00489477 -0.00481202 -0.00518933 -0.00563524
internal_weight=0 964 2571 1340 514 576 366 227 1231 764 215 450 317 502 367 361 190 264 351 211 729 397 264 632 285 358 224 274
internal_count=3535 964 2571 1340 514 576 366 227 1231 764 215 450 317 502 367 361 190 264 351 211 729 397 264 632 285 358 224 274
is_linear=0
shrinkage=0.0140405


Tree=47
num_leaves=30
num_cat=0
split_feature=8 5 5 5 5 4 8 0 1 5 8 1 10 10 1 1 8 1 10 10 1 4 0 8 8 8 10 0 8
split_gain=185.344 137.938 241.318 59.2494 100.277 143.712 50.5223 28.6811 14.7861 13.9596 8.0044 5.7026 5.32281 2.56014 2.45937 2.283 2.11858 1.98794 1.60874 1.22877 0.51615 0.485155 0.429526 0.37709 0.475855 0.488699 0.373682 0.254989 0.115094
threshold=5.1171875000000009 8.5000000000000018 17.500000000000004 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 2.6357421875000004 14.152343750000002 11.449218750000002 12.500000000000002 3.5419921875000004 4.2500000000000009 0.47460937500000006 0.47460937500000006 8.2500000000000018 6.5507812500000009 3.0292968750000004 6.5507812500000009 0.40844726562500006 0.44702148437500006 10.449218750000002 1.0000000180025095e-35 14.847656250000002 1.3422851562500002 1.9375000000000002 2.5341796875000004 0.49951171875000006 23.750000000000004 2.5175781250000004
decision_type=2 2 2 2 2 2 2 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 7 8 5 13 -7 -3 11 10 -8 -1 16 20 15 -13 23 -14 -18 21 -5 28 -2 -6 -25 -26 -19 -23 -10
right_child=1 2 -4 4 12 6 9 -9 19 -11 -12 14 17 -15 -16 -17 18 26 -20 -21 -22 27 -24 24 25 -27 -28 -29 -30
leaf_value=0.0005717658473246859 -0.0015576978383077939 0.02687445121880952 -0.001113188827699278 -0.0052208483234319324 -0.005049204654812952 0.0018887212695829743 0.011291364103885733 0.016859183246900677 -0.0048283633773196595 0.0082948908273481701 0.017010770980073309 -0.0024108096403684608 0.00018982237148613436 -0.0017988637603527184 -0.0017189880479065299 -0.0054147684104961765 -0.001189869834685093 -0.0016174668508444491 -0.0036310379474020246 -0.0041370535764229666 -0.0038234189182626203 -0.0064562063211154614 -0.0028421330364498407 -0.003283491696186133 -0.0051148230211311083 -0.0037632599487792948 -0.002862805289826039 -0.0055135684840631402 -0.0054034911467742116
leaf_weight=122 109 102 161 110 95 152 98 126 108 141 95 95 102 97 178 105 95 95 121 152 99 132 97 108 104 107 95 99 188
leaf_count=122 109 102 161 110 95 152 98 126 108 141 95 95 102 97 178 105 95 95 121 152 99 132 97 108 104 107 95 99 188
internal_value=0 0.00712731 0.0120469 -0.00147723 0.000189254 0.00385346 0.00859926 0.0213397 -0.00389993 0.0116532 0.0141066 -0.0020676 -0.00295831 -0.00368399 -0.00291946 -0.00398789 -0.0036846 -0.00139131 -0.00255738 -0.00524921 -0.00455891 -0.00556998 -0.0021625 -0.00427271 -0.00404147 -0.00442943 -0.00224014 -0.00605222 -0.00519365
internal_weight=0 595 389 2893 1714 792 486 228 1179 334 193 500 922 306 378 200 630 292 216 679 209 527 206 414 319 211 190 231 296
internal_count=3488 595 389 2893 1714 792 486 228 1179 334 193 500 922 306 378 200 630 292 216 679 209 527 206 414 319 211 190 231 296
is_linear=0
shrinkage=0.0140405


Tree=48
num_leaves=29
num_cat=0
split_feature=9 6 5 5 9 6 9 5 7 5 1 1 1 10 10 7 0 7 8 9 9 0 1 8 8 10 10 0
split_gain=215.471 167.994 134.907 89.2636 61.2162 34.9371 46.9844 39.1302 33.3177 22.7391 16.8 8.36162 6.54013 4.55512 3.85077 3.97925 3.83646 3.25692 4.56046 2.94598 1.67337 0.758994 0.565936 0.400847 0.424863 0.165479 0.153924 0.0630786
threshold=1.4101562500000002 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 1.9497070312500002 1.0000000180025095e-35 0.83618164062500011 8.5000000000000018 3.5000000000000004 15.500000000000002 7.8496093750000009 13.050781250000002 1.5498046875000002 0.54785156250000011 0.44702148437500006 4.5000000000000009 17.109375000000004 4.5000000000000009 1.8666992187500002 1.0395507812500002 1.0917968750000002 17.734375000000004 11.699218750000002 3.6298828125000004 2.8212890625000004 0.40405273437500006 0.38598632812500006 23.250000000000004
decision_type=2 2 2 2 2 2 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 12 -3 4 10 11 17 -8 9 19 -4 14 -2 16 21 -16 -14 18 -7 -9 -10 -1 -19 24 26 -24 -13 -28
right_child=1 2 3 -5 -6 6 7 8 20 -11 -12 23 13 -15 15 -17 -18 22 -20 -21 -22 -23 25 -25 -26 -27 27 -29
leaf_value=-0.0030019429762049299 0.0024340119802797417 -0.0024464902499943008 0.010001686504880591 0.0041986587231463493 0.026624028043268629 -0.0044986724153736951 -0.0041779952319918262 0.0069106968543373925 -0.0020478422502271682 0.0010571556907851677 0.017854686511989994 -0.0053714152175758593 -0.0041728169808537292 0.00065391546517666057 -0.0029755302048454792 0.00048406050145493413 -0.00076756836744280485 -0.003866006211118561 -0.0001815832684849035 0.010113837447874342 0.00044743118345922696 -0.004302951183780504 -0.0054962121409272598 -0.0054612725340632056 -0.0039431705865512739 -0.0047011282074679531 -0.0050126611115148814 -0.0045481345458276727
leaf_weight=183 96 126 116 131 107 98 168 98 108 112 100 115 149 116 143 121 116 108 95 134 104 171 109 204 108 98 100 136
leaf_count=183 96 126 116 131 107 98 168 98 108 112 100 115 149 116 143 121 116 108 95 134 104 171 109 204 108 98 100 136
internal_value=0 0.00533106 0.0104072 0.0139746 0.0179394 -0.00222469 -0.000536591 0.00176017 0.00355444 0.00625263 0.0136373 -0.00384823 -0.000841233 -0.00166649 -0.00267328 -0.00138988 -0.00268222 -0.00380993 -0.00237368 0.00876079 -0.000823746 -0.0036304 -0.00468992 -0.00494342 -0.00471326 -0.0051198 -0.00495021 -0.00474497
internal_weight=0 1057 580 454 323 2513 1232 724 556 344 216 1281 477 381 618 264 265 508 193 232 212 354 315 663 459 207 351 236
internal_count=3570 1057 580 454 323 2513 1232 724 556 344 216 1281 477 381 618 264 265 508 193 232 212 354 315 663 459 207 351 236
is_linear=0
shrinkage=0.0140405


Tree=49
num_leaves=27
num_cat=0
split_feature=9 6 8 6 7 8 0 0 9 9 9 0 9 8 0 9 0 3 8 0 0 9 9 0 8 9
split_gain=203.253 177.754 41.8016 31.7063 39.3029 25.2243 12.6221 29.3326 10.3602 9.20176 8.55326 6.77113 6.47043 8.37719 4.44578 2.70721 2.53888 2.37832 1.49704 1.31296 1.15317 0.959606 0.638181 0.423605 0.272752 0.329177
threshold=1.4248046875000002 1.0000000180025095e-35 6.4785156250000009 1.0000000180025095e-35 3.5000000000000004 2.3632812500000004 13.449218750000002 16.750000000000004 1.7016601562500002 2.2255859375000004 1.2470703125000002 17.515625000000004 0.72583007812500011 2.9375000000000004 16.953125000000004 0.95947265625000011 22.250000000000004 1.0000000180025095e-35 4.8574218750000009 21.453125000000004 24.351562500000004 0.98999023437500011 0.58496093750000011 25.750000000000004 2.8964843750000004 0.69482421875000011
decision_type=2 2 2 2 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 6 11 5 -5 -3 -8 -9 14 16 17 22 15 18 -14 -7 -1 -2 21 24 -13 -6 -22 25 -21
right_child=1 2 -4 4 12 10 7 8 -10 -11 -12 19 13 -15 -16 -17 -18 -19 -20 20 23 -23 -24 -25 -26 -27
leaf_value=-0.0031861218389152846 -0.0013497171925387888 0.013500532441959102 0.019291036617017494 -0.0031162816066404534 -0.0049720822125434291 0.0016406441043930894 0.0027067084177587394 0.0080562518405460845 0.014324487304205704 0.0033446905950898676 0.0070459639080825212 -0.00421281291816635 -0.0016175884324002943 -0.0050880675230773218 0.00019300800132119136 0.0011819412731618585 0.0042453666235526179 -0.00078876965739754952 -0.0036132555343124689 -0.0052785507109018304 -0.0031530482437091075 -0.0025700839730657043 -0.0036680791959450587 -0.004452964985990758 -0.0054130193276207828 -0.0041157635307902604
leaf_weight=156 96 100 97 132 150 189 134 106 102 97 122 163 143 97 184 130 121 171 144 95 103 123 146 95 223 97
leaf_count=156 96 100 97 132 150 189 134 106 102 97 122 163 143 97 184 130 121 171 144 95 103 123 146 95 223 97
internal_value=0 0.00529161 0.0109444 -0.00206467 -0.000471974 0.00225537 0.0091127 0.00782971 0.0111301 -0.000556494 0.00389671 -0.00366257 -0.00278162 -0.0015438 -0.00144898 -0.000284479 0.00265733 -0.00193246 -0.00270784 -0.00429188 -0.00465839 -0.00350632 -0.00432889 -0.00377675 -0.00507902 -0.0046911
internal_weight=0 1060 539 2456 1230 564 442 342 208 521 432 1226 666 370 424 273 310 327 240 899 613 286 296 198 415 192
internal_count=3516 1060 539 2456 1230 564 442 342 208 521 432 1226 666 370 424 273 310 327 240 899 613 286 296 198 415 192
is_linear=0
shrinkage=0.0140405


Tree=50
num_leaves=28
num_cat=0
split_feature=6 8 7 8 10 8 7 10 10 8 8 3 8 10 7 7 0 10 0 8 0 3 8 8 10 8 10
split_gain=152.146 204.286 60.314 43.232 43.9609 39.3733 18.873 12.6516 9.29967 7.82687 6.01617 3.85901 3.12447 2.74416 2.49032 2.07717 2.05904 2.01432 1.66683 1.21125 0.619487 0.570866 0.608092 0.383913 0.368465 0.191617 0.0975759
threshold=1.0000000180025095e-35 3.6904296875000004 3.5000000000000004 5.3222656250000009 0.52050781250000011 2.6230468750000004 3.5000000000000004 0.45800781250000006 0.42651367187500006 1.8505859375000002 5.5488281250000009 1.0000000180025095e-35 3.1962890625000004 0.44506835937500006 1.5000000000000002 1.5000000000000002 19.523437500000004 0.48754882812500006 14.949218750000002 1.0996093750000002 24.351562500000004 1.0000000180025095e-35 2.8212890625000004 3.0986328125000004 0.39843750000000006 1.4750976562500002 0.40258789062500006
decision_type=2 2 2 2 2 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 5 3 8 -5 9 14 16 -3 19 11 12 -9 -11 -7 -14 18 -10 -1 26 21 22 -18 -20 -22 -21 -2
right_child=1 2 -4 4 -6 6 -8 10 17 13 -12 -13 15 -15 -16 -17 20 -19 23 25 24 -23 -24 -25 -26 -27 -28
leaf_value=-0.0043326844602034568 -0.0051184987373414361 0.004159721535101267 -0.00071504124346260807 0.022997554359399149 0.010407403900122585 0.0057506745510021223 -0.001586096595012151 -0.0046007213384273177 0.010692427752273498 -0.0022654680047475657 0.0011357622211057062 -0.00039817725109863141 -0.0035200694615530725 0.00027227560215964728 0.0032614468277506231 -0.00084599184736229452 -0.0050030970533118313 0.0079168707955838118 -0.0029210207774291682 -0.0036970713160803009 -0.004393565707927362 -0.0052089465528705539 -0.0035989301266300768 -0.0016748914581031862 -0.0031894610686601711 -0.0028399857032346833 -0.0044854552507737275
leaf_weight=136 96 99 101 96 127 156 148 147 110 182 130 160 100 156 161 134 115 97 99 99 106 257 129 96 95 107 96
leaf_count=136 96 99 101 96 127 156 148 147 110 182 130 160 100 156 161 134 115 97 99 99 106 257 129 96 95 107 96
internal_value=0 0.00275202 0.00922731 0.0111256 0.0158274 -0.000644673 0.00255367 -0.00307746 0.00769907 -0.00266536 -0.00157636 -0.00222807 -0.00299652 -0.0010942 0.00448643 -0.00198876 -0.00405252 0.0093918 -0.00313962 -0.00399967 -0.00448295 -0.00474714 -0.00426073 -0.00230754 -0.00382446 -0.00325189 -0.00480198
internal_weight=0 1831 630 529 223 1201 465 1704 306 736 671 541 381 338 317 234 1033 207 331 398 702 501 244 195 201 206 192
internal_count=3535 1831 630 529 223 1201 465 1704 306 736 671 541 381 338 317 234 1033 207 331 398 702 501 244 195 201 206 192
is_linear=0
shrinkage=0.0140405


Tree=51
num_leaves=27
num_cat=0
split_feature=9 5 5 8 5 5 4 9 0 10 8 1 9 0 9 10 1 5 10 10 1 5 1 1 10 5
split_gain=154.882 127.249 254.403 74.6878 29.0156 50.5894 79.9591 23.4227 11.8324 11.5028 6.12879 5.85048 5.39768 5.26133 4.54558 4.22302 3.28499 2.71294 1.95025 1.4877 1.1863 0.624198 0.504446 0.498899 0.263408 0.109556
threshold=1.4077148437500002 8.5000000000000018 16.500000000000004 5.9785156250000009 7.5000000000000009 15.500000000000002 1.0000000180025095e-35 1.0859375000000002 16.750000000000004 0.55029296875000011 2.2988281250000004 11.949218750000002 0.88232421875000011 16.953125000000004 0.87060546875000011 0.45947265625000006 6.6503906250000009 18.500000000000004 0.43652343750000006 0.45947265625000006 13.199218750000002 4.5000000000000009 12.347656250000002 11.250000000000002 0.39648437500000006 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=4 15 3 8 11 6 12 10 -3 13 -8 18 22 -4 23 -2 -17 -16 -1 21 -19 25 -6 -7 -25 -13
right_child=1 2 9 -5 5 14 7 -9 -10 -11 -12 19 -14 -15 17 16 -18 20 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=-0.0036274502014352742 -0.0043298315224620468 0.0094322903957276966 -0.0038537142021516945 0.027008262457059503 -0.0037089947489752596 -0.0038178893129459388 0.00042764768417139068 0.009935741555765874 0.015493879844176404 0.0035582869051147101 0.0048748488822967177 -0.0051326119009658441 -0.00058298010377825311 0.00026710449769101773 -0.0010064407760352041 0.00025618371426118329 -0.0026875585550720864 -0.0025160298337114158 -0.0015067707089634263 -0.0033787479445441435 -0.0044328116103542993 -0.006138701022737769 -0.0049814355614346655 -0.0055010675334848805 -0.0045561885481644636 -0.004622289794191701
leaf_weight=173 108 129 148 95 112 114 100 164 125 96 157 226 103 104 163 163 138 153 169 104 109 114 136 99 141 131
leaf_count=173 108 129 148 95 112 114 100 164 125 96 157 226 103 104 163 163 138 153 169 104 109 114 136 99 141 131
internal_value=0 0.00426904 0.00791723 0.0163876 -0.00205376 -0.000883171 0.00166405 0.00578997 0.0124154 -0.000577515 0.00314442 -0.00403368 -0.0032847 -0.00215306 -0.00340751 -0.00194804 -0.00109344 -0.00242866 -0.00257951 -0.00489859 -0.00331347 -0.00523419 -0.00440678 -0.00458268 -0.00494595 -0.00494535
internal_weight=0 1106 697 349 2468 1551 772 421 254 348 257 917 351 252 779 409 301 425 342 575 262 471 248 354 240 357
internal_count=3574 1106 697 349 2468 1551 772 421 254 348 257 917 351 252 779 409 301 425 342 575 262 471 248 354 240 357
is_linear=0
shrinkage=0.0140405


Tree=52
num_leaves=29
num_cat=0
split_feature=9 6 5 5 9 6 9 5 7 5 0 9 0 4 0 5 7 0 7 9 9 5 0 7 5 9 0 8
split_gain=209.549 179.166 120.208 111.133 35.3981 31.0796 44.2491 36.1191 39.6609 33.9893 9.2793 7.67303 4.80839 3.50304 3.502 3.44881 2.32305 2.29045 2.16864 1.49 1.24966 0.970615 0.85135 0.715772 0.640497 0.131938 0.200632 0.108046
threshold=1.4121093750000002 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 1.9721679687500002 1.0000000180025095e-35 0.88232421875000011 8.5000000000000018 3.5000000000000004 15.500000000000002 16.750000000000004 1.1269531250000002 12.949218750000002 1.0000000180025095e-35 21.351562500000004 13.500000000000002 2.5000000000000004 16.750000000000004 5.5000000000000009 0.68505859375000011 0.89355468750000011 4.5000000000000009 24.351562500000004 3.5000000000000004 8.5000000000000018 0.72387695312500011 23.351562500000004 1.3593750000000002
decision_type=2 2 2 2 2 2 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 12 -3 4 10 14 13 -8 9 11 -4 -9 -2 24 18 -10 17 -14 20 -15 -1 -22 25 -24 -7 -16 -27 -26
right_child=1 2 3 -5 -6 6 7 8 15 -11 -12 -13 16 19 22 -17 -18 -19 -20 -21 21 -23 23 -25 27 26 -28 -29
leaf_value=-0.0043557295926755024 0.0015888022373895716 -0.0018612589974257802 0.012110735992110301 0.0031856584171503673 0.024954321659259641 -0.0032933134667169311 -0.0042337776660114667 0.0072899426993206567 0.00063278918282465616 -0.00035940227172655097 0.018056263095067918 0.012482946696888103 -0.0041642303729176088 -0.0032254526665298441 -0.0053115592539230271 -0.0029738697156677647 -0.00017900194965812265 -0.0014102639784916351 -0.0011305147324709006 -0.00080119650449067884 -0.0019746175587725553 -0.0036371387274317275 -0.0045294384572248944 -0.0028936332635130847 -0.00437184092110728 -0.0042388142606075326 -0.0049941711976852921 -0.0049222413261822313
leaf_weight=168 109 119 103 132 110 96 154 133 98 99 104 97 102 98 106 112 121 143 102 102 136 141 117 96 156 105 204 128
leaf_count=168 109 119 103 132 110 96 154 133 98 99 104 97 102 98 106 112 121 143 102 102 136 141 117 96 156 105 204 128
internal_value=0 0.00536371 0.0106853 0.0140106 0.0185181 -0.0021517 -0.000631786 0.00176301 0.00347638 0.00651923 0.0150979 0.00948004 -0.000999787 -0.00349315 -0.00379839 -0.00129076 -0.00177071 -0.00255681 -0.00297707 -0.00198908 -0.00340033 -0.00282088 -0.00451377 -0.00379217 -0.00428477 -0.00488412 -0.0047375 -0.00461991
internal_weight=0 1043 568 449 317 2448 1273 693 539 329 207 230 475 580 1175 210 366 245 547 200 445 277 628 213 380 415 309 284
internal_count=3491 1043 568 449 317 2448 1273 693 539 329 207 230 475 580 1175 210 366 245 547 200 445 277 628 213 380 415 309 284
is_linear=0
shrinkage=0.0140405


Tree=53
num_leaves=31
num_cat=0
split_feature=9 6 5 5 9 6 9 5 7 5 0 8 5 5 0 0 10 9 8 7 9 7 10 8 5 9 5 0 10 9
split_gain=187.646 152.928 115.338 120.045 47.2057 34.5568 41.3218 32.801 31.3357 12.7912 11.8196 8.48969 10.6961 17.045 7.4301 4.95178 4.39832 2.45442 1.91624 3.01985 0.797221 1.95512 0.777306 0.889253 0.633887 0.404296 0.299655 0.145301 0.0787106 0.0146696
threshold=1.4248046875000002 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 1.9609375000000002 1.0000000180025095e-35 1.0083007812500002 8.5000000000000018 3.5000000000000004 13.500000000000002 16.750000000000004 1.6171875000000002 8.5000000000000018 15.500000000000002 21.851562500000004 21.046875000000004 0.55029296875000011 1.0502929687500002 5.7851562500000009 2.5000000000000004 0.68505859375000011 4.5000000000000009 0.39843750000000006 3.8964843750000004 18.500000000000004 0.63745117187500011 9.5000000000000018 24.250000000000004 0.43945312500000006 0.53759765625000011
decision_type=2 2 2 2 2 2 2 2 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 16 -3 4 10 15 11 -8 9 -9 -4 26 -13 14 -14 17 18 20 19 -2 -1 -22 27 25 -19 -24 -7 -17 -27 -28
right_child=1 2 3 -5 -6 6 7 8 -10 -11 -12 12 13 -15 -16 22 -18 24 -20 -21 21 -23 23 -25 -26 28 29 -29 -30 -31
leaf_value=-0.004538534536152404 -0.0038379769145416519 -0.002364734905177399 0.011159569380757642 0.0021701758833533665 0.025956790676025725 -0.0036789234799416521 -0.003442123014821703 0.011013303259212808 -0.00041497410638556532 0.0045284609366473697 0.017678115071514375 -0.0051335253370946056 -0.00040670890622503347 -0.0048613945652046546 0.0046082588557380131 -0.0053693324438715663 0.0011787730457357185 -0.0010344930965178983 -0.0001282931462884758 -0.00060501042592064143 -0.004106951394229055 -0.0014896937574564212 -0.0043687441310925473 -0.0049314535189257554 -0.0024472009891743198 -0.002989813512658254 -0.0047444213662425072 -0.0046638474553977296 -0.0035554686282367929 -0.0045048252518206898
leaf_weight=100 136 120 116 138 98 100 129 123 145 117 104 106 118 100 115 146 139 142 96 98 138 95 100 165 112 98 96 95 96 106
leaf_count=100 136 120 116 138 98 100 129 123 145 117 104 106 118 100 115 146 139 142 96 98 138 95 100 165 112 98 96 95 96 106
internal_value=0 0.00503617 0.00988284 0.0131059 0.0178516 -0.00203145 -0.000373659 0.00268533 0.00473843 0.00785194 0.0142411 -0.00249555 -0.00124905 -1.25566e-05 0.00206849 -0.00364802 -0.000916253 -0.00269696 -0.0017987 -0.002484 -0.00348989 -0.00303983 -0.00444554 -0.00410652 -0.00165742 -0.00364354 -0.00430751 -0.00509124 -0.00326973 -0.00461869
internal_weight=0 1045 576 456 318 2542 1255 514 385 240 220 741 439 333 233 1287 469 587 330 234 333 233 700 459 254 294 302 241 194 202
internal_count=3587 1045 576 456 318 2542 1255 514 385 240 220 741 439 333 233 1287 469 587 330 234 333 233 700 459 254 294 302 241 194 202
is_linear=0
shrinkage=0.0140405


Tree=54
num_leaves=26
num_cat=0
split_feature=9 5 5 5 5 9 7 1 9 7 3 9 10 3 5 5 1 10 0 5 1 1 10 10 10
split_gain=216.063 134.68 188.963 44.1952 83.4638 98.131 30.0099 13.1066 12.5464 11.4311 5.55932 4.99187 4.01597 3.72543 2.48314 1.70456 2.01675 1.24819 1.08662 0.981121 0.615227 0.53671 0.387548 0.142376 0.105369
threshold=1.7143554687500002 8.5000000000000018 16.500000000000004 8.5000000000000018 15.500000000000002 0.94604492187500011 3.5000000000000004 11.949218750000002 1.2470703125000002 1.5000000000000002 1.0000000180025095e-35 0.85522460937500011 0.44042968750000006 1.0000000180025095e-35 4.5000000000000009 17.500000000000004 12.152343750000002 0.53027343750000011 15.847656250000002 5.5000000000000009 11.250000000000002 6.0996093750000009 0.43652343750000006 0.39550781250000006 0.40405273437500006
decision_type=2 2 2 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 9 7 5 10 8 12 -7 -3 -5 20 21 -14 -2 -13 18 -4 -17 22 -6 -1 24 -22 -9
right_child=1 2 17 4 11 6 -8 19 -10 -11 -12 15 13 -15 -16 16 -18 -19 -20 -21 23 -23 -24 -25 -26
leaf_value=-0.0025599100376326629 1.4790380197789759e-05 0.023553718408535113 0.0028432887591201602 -0.00054806642661515232 -0.0035328700943180655 0.0078204614249351798 0.0027048558656390604 -0.0051667844986140431 0.013862118884191603 0.017399022265267482 -0.0041750811811923517 -0.00094724533771949949 -0.002101312403563288 0.0012720244983077046 -0.0028385759420097656 -0.0030827751635514062 -0.0040192230168328638 0.00063810795477305148 -0.001292548366066393 -0.0059239105662009404 -0.0052314470263098191 -0.0038914294711601869 -0.0039784600294265927 -0.0045251547388637479 -0.0047005990835087769
leaf_weight=100 126 104 96 159 102 154 152 169 121 139 175 144 182 100 115 111 151 107 168 170 103 148 116 124 220
leaf_count=100 126 104 96 159 102 154 152 169 121 139 175 144 182 100 115 111 151 107 168 170 103 148 116 124 220
internal_value=0 0.00711021 0.01168 -0.00165597 -0.000173034 0.00325233 0.00771149 -0.00370377 0.0104788 0.0200331 -0.00244845 -0.00305975 -0.00205124 -0.000905094 -0.00134677 -0.00226941 -0.00271218 0.00168095 -0.00200479 -0.00500131 -0.00443864 -0.00335453 -0.00469073 -0.00484563 -0.00490313
internal_weight=0 687 446 2869 1664 761 427 1205 275 243 334 903 530 282 241 574 430 203 279 675 329 248 505 227 389
internal_count=3556 687 446 2869 1664 761 427 1205 275 243 334 903 530 282 241 574 430 203 279 675 329 248 505 227 389
is_linear=0
shrinkage=0.0140405


Tree=55
num_leaves=26
num_cat=0
split_feature=9 6 5 5 9 6 5 4 5 9 9 8 0 3 9 9 0 0 5 8 5 9 9 9 5
split_gain=178.274 137.219 142.572 79.7095 34.0944 51.665 38.9507 47.2232 49.5013 21.428 20.241 5.85502 5.22616 11.7108 3.06427 2.8439 4.91284 2.26072 1.68899 1.46313 1.39174 0.330561 0.198915 0.123028 0.0687979
threshold=1.5502929687500002 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 0.78955078125000011 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 15.500000000000002 1.2495117187500002 1.9721679687500002 2.6943359375000004 21.046875000000004 1.0000000180025095e-35 0.67065429687500011 2.1416015625000004 16.750000000000004 19.414062500000004 18.500000000000004 3.0986328125000004 13.500000000000002 0.60742187500000011 1.1909179687500002 0.50927734375000011 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 15 -3 10 14 12 17 -8 9 11 -4 -9 13 19 21 16 -2 -7 22 -6 -16 23 -14 -1 -25
right_child=1 2 3 -5 5 6 7 8 -10 -11 -12 -13 18 -15 20 -17 -18 -19 -20 -21 -22 -23 -24 24 -26
leaf_value=-0.0049255074523978709 -0.003224337175384076 -0.0032406917109779536 0.01557446576817029 0.005206470637321302 -0.0046924306320115456 -0.0022070796015301289 -0.002772998754807523 0.0041317123789498594 -0.00077266031727665904 0.014255648104557794 0.0234853795637818 0.0084910249078684868 -0.0041417424544701225 0.0010965366915719338 -0.0019874932363939889 0.0014149241544640836 0.00034299641947789283 -0.0052390699790130823 -0.0027050172925622436 -0.0026920717632854365 -0.0038382961049512197 -0.0039033560722061705 -0.004920163925423951 -0.0046796132497999221 -0.0042321897025662612
leaf_weight=184 142 118 160 127 134 99 178 114 161 97 106 130 95 162 189 100 164 95 121 156 139 160 203 135 136
leaf_count=184 142 118 160 127 134 99 178 114 161 97 106 130 95 162 189 100 164 95 121 156 139 160 203 135 136
internal_value=0 0.00545264 0.0102939 0.0143577 -0.00171672 -0.000554289 0.00185748 0.00344067 0.00564392 0.00867345 0.0187269 0.0064543 -0.00297437 -0.00192723 -0.00386778 -0.00064067 -0.00131243 -0.00369182 -0.00410398 -0.00361638 -0.00277183 -0.00445229 -0.00467201 -0.00464532 -0.00445508
internal_weight=0 917 511 393 2688 1745 874 680 502 341 266 244 871 452 943 406 306 194 419 290 328 615 298 455 271
internal_count=3605 917 511 393 2688 1745 874 680 502 341 266 244 871 452 943 406 306 194 419 290 328 615 298 455 271
is_linear=0
shrinkage=0.0140405


Tree=56
num_leaves=28
num_cat=0
split_feature=9 6 5 5 9 6 9 5 7 0 1 3 5 5 5 7 1 0 8 9 7 8 1 7 8 9 8
split_gain=151.788 121.329 119.164 46.9953 24.7371 20.979 33.8723 22.7719 32.5221 13.6993 9.02165 5.38411 5.47643 8.8103 4.52369 4.42463 4.08797 3.61784 2.34696 6.16887 1.57215 1.36024 0.403304 0.243063 0.233625 0.525472 0.0562808
threshold=1.4101562500000002 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 1.9609375000000002 1.0000000180025095e-35 1.0039062500000002 8.5000000000000018 3.5000000000000004 16.750000000000004 13.050781250000002 1.0000000180025095e-35 15.500000000000002 9.5000000000000018 13.500000000000002 1.5000000000000002 3.7500000000000004 17.328125000000004 2.3974609375000004 0.87060546875000011 1.5000000000000002 5.4785156250000009 10.550781250000002 2.5000000000000004 3.9228515625000004 0.73559570312500011 1.0126953125000002
decision_type=2 2 2 2 2 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 15 -3 4 9 10 11 -8 14 -4 18 12 13 -7 -9 21 -17 -18 19 -1 -20 -2 -13 -12 25 -25 -24
right_child=1 2 3 -5 -6 6 7 8 -10 -11 23 22 -14 -15 -16 16 17 -19 20 -21 -22 -23 26 24 -26 -27 -28
leaf_value=-0.0029062628939384382 -0.0035999177999209635 -0.0040421569515079218 0.008369758992542645 0.0046384764944873537 0.020031152290775286 -0.0036966374555571116 -0.0034700436031168741 0.0093068645857976445 -0.0011612697306907203 0.015166449882021022 -0.0050104877828464189 -0.0034740304213781176 -0.0044567831630538809 0.0014319560131035036 0.0052574856129670991 0.0026179383283321091 -0.002617421812380586 0.00099366286115329318 -0.0017248922931269426 0.0014971673099907067 -0.003899900276744789 -0.0012759005419688749 -0.0042733404808902257 -0.004594214354713402 -0.0047732126046188565 -0.0033194321661296987 -0.0047369941493796376
leaf_weight=158 104 120 114 136 106 111 115 104 159 120 178 110 102 163 114 95 113 106 110 104 162 95 95 179 196 99 113
leaf_count=158 104 120 114 136 106 111 115 104 159 120 178 110 102 163 114 95 113 106 110 104 162 95 95 179 196 99 113
internal_value=0 0.00415317 0.00846175 0.011614 0.0144042 -0.00213944 -0.000818997 0.00199913 0.00366744 0.0118552 -0.00345987 -0.00281686 -0.00167955 -0.000645686 0.0071893 -0.000852511 0.000185553 -0.000869591 -0.00210675 -0.00115834 -0.0030203 -0.00249046 -0.00416161 -0.00456811 -0.00440198 -0.00414025 -0.00452523
internal_weight=0 1109 596 476 340 2372 1186 492 377 234 1186 694 376 274 218 513 314 219 534 262 272 199 318 652 474 278 208
internal_count=3481 1109 596 476 340 2372 1186 492 377 234 1186 694 376 274 218 513 314 219 534 262 272 199 318 652 474 278 208
is_linear=0
shrinkage=0.0140405


Tree=57
num_leaves=27
num_cat=0
split_feature=8 6 6 8 5 5 5 10 8 5 4 5 8 10 8 10 10 0 0 0 4 8 0 0 10 8
split_gain=152.122 118.291 57.8615 77.6699 51.0819 44.9735 36.4395 19.1917 16.6155 18.4564 18.381 26.3695 11.0122 8.39479 4.48595 1.70121 1.01303 0.970228 0.910747 0.674593 1.42706 0.474825 0.440371 0.248587 0.741223 0.0197048
threshold=5.1621093750000009 1.0000000180025095e-35 1.0000000180025095e-35 3.3085937500000004 8.5000000000000018 14.500000000000002 10.500000000000002 0.51000976562500011 1.6171875000000002 8.5000000000000018 1.0000000180025095e-35 14.500000000000002 4.1503906250000009 0.44042968750000006 2.6611328125000004 0.52343750000000011 0.50830078125000011 17.734375000000004 15.750000000000002 20.953125000000004 1.0000000180025095e-35 1.3007812500000002 24.351562500000004 22.750000000000004 0.40039062500000006 3.0625000000000004
decision_type=2 2 2 2 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 13 8 -5 12 -3 -8 21 -10 -11 14 -6 17 -12 19 -2 18 -1 20 -15 -4 23 24 -19 -25
right_child=1 6 3 4 5 -7 7 -9 9 10 11 -13 -14 15 -16 -17 -18 22 -20 -21 -22 -23 -24 25 -26 -27
leaf_value=-0.0040051429009190665 -0.0013495064913194366 0.0062570463476331363 -0.0045246140175644956 -0.002425349123924002 0.0093192120559489229 0.0021936898660878221 0.011922289071391185 0.020665271696968034 -0.0040995837138613333 -0.0025512924493888696 0.0042593084525291182 -0.0014424570980195459 0.01584384488134832 -0.00062026745413774171 0.0083466456784979329 -0.00067026592220127636 0.00044930419179884941 -0.0048542790960829016 -0.0021585726376202067 -0.0031135215748323676 -0.0026846286954198863 -0.0033621079517825226 -0.0036200405243544845 -0.0048617716752702633 -0.0031998232914195375 -0.0046151556051949099
leaf_weight=110 113 113 190 116 103 139 100 98 179 184 118 160 101 106 96 182 136 112 101 135 175 109 182 97 102 187
leaf_count=110 113 113 190 116 103 139 100 98 179 184 118 160 101 106 96 182 136 112 101 135 175 109 182 97 102 187
internal_value=0 0.00684479 -0.00113024 0.000820979 0.00562895 0.00835286 0.0126189 0.0162496 -0.0013092 -0.000176635 0.0010818 0.00286921 0.0125495 -0.00308931 0.00609288 -0.00180246 -0.000367024 -0.00395299 -0.00312124 -0.0022978 -0.0019059 -0.00410082 -0.00421108 -0.00442708 -0.00406571 -0.00469939
internal_weight=0 560 2984 1495 459 343 311 198 1036 737 558 374 204 1489 214 598 249 891 211 416 281 299 680 498 214 284
internal_count=3544 560 2984 1495 459 343 311 198 1036 737 558 374 204 1489 214 598 249 891 211 416 281 299 680 498 214 284
is_linear=0
shrinkage=0.0140405


Tree=58
num_leaves=28
num_cat=0
split_feature=6 9 5 5 9 4 5 5 9 9 1 9 10 8 10 1 10 8 8 7 9 9 1 8 8 10 4
split_gain=131.069 167.273 131.158 60.4871 43.5478 38.5433 39.5394 36.6787 24.2617 9.94638 9.3359 5.42764 4.01974 3.61369 1.8679 1.58443 1.62902 1.58304 1.40337 0.905161 0.600971 0.575437 0.572682 0.462683 0.793696 0.160312 0.127313
threshold=1.0000000180025095e-35 1.3969726562500002 8.5000000000000018 14.500000000000002 1.7578125000000002 1.0000000180025095e-35 8.5000000000000018 14.500000000000002 0.98999023437500011 1.8437500000000002 10.550781250000002 1.9980468750000002 0.47558593750000006 2.6845703125000004 0.46508789062500006 8.7500000000000018 0.46850585937500006 4.5605468750000009 2.1572265625000004 5.5000000000000009 0.92138671875000011 1.3540039062500002 5.6503906250000009 3.0820312500000004 2.6904296875000004 0.43249511718750006 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=10 5 -3 9 -5 12 -7 8 -8 -4 11 15 18 -9 23 16 21 -18 19 -2 -16 22 -1 24 26 -25 -12
right_child=1 2 3 4 -6 6 7 13 -10 -11 14 -13 -14 -15 20 -17 17 -19 -20 -21 -22 -23 -24 25 -26 -27 -28
leaf_value=-0.0021810031844836345 -0.0044846384841167692 -0.0041389562762772563 0.013608770234741052 -0.00078912190087682208 0.012380205507463909 -0.0047469796462837558 0.0022718443311292467 -0.003319379368121992 0.0099547730856248094 0.018911616807582354 -0.0041349384245852562 0.00061504530953996705 -0.001687682234204526 0.00046859069875079091 -0.0036930743576601109 -0.00095581947739250845 -0.001025488666108467 -0.003259932268216748 -0.0056569856600580982 -0.00278793707468614 -0.0022096708244345245 -0.0040442536952617191 -0.0036105995677125722 -0.0052686985584784697 -0.0029677110184573 -0.0045556317096145365 -0.0047143894795359121
leaf_weight=112 142 130 161 99 99 151 154 95 171 123 150 137 168 104 97 121 164 101 108 110 121 137 109 99 98 167 149
leaf_count=112 142 130 161 99 99 151 154 95 171 123 150 137 168 104 97 121 164 101 108 110 121 137 109 99 98 167 149
internal_value=0 0.00240074 0.00837679 0.0117524 0.00579554 -0.000639441 0.0015833 0.00340749 0.00631425 0.0159054 -0.00297516 -0.00195314 -0.00348102 -0.00133974 -0.00399717 -0.00242605 -0.0027116 -0.00187711 -0.00431791 -0.00374401 -0.00286972 -0.0033293 -0.0028861 -0.00436789 -0.00406428 -0.00482102 -0.00442369
internal_weight=0 1815 612 482 198 1203 675 524 325 284 1762 881 528 199 881 744 623 265 360 252 218 358 221 663 397 266 299
internal_count=3577 1815 612 482 198 1203 675 524 325 284 1762 881 528 199 881 744 623 265 360 252 218 358 221 663 397 266 299
is_linear=0
shrinkage=0.0140405


Tree=59
num_leaves=28
num_cat=0
split_feature=9 5 5 9 1 5 9 5 7 8 1 4 5 9 1 1 8 9 4 1 10 8 7 9 5 10 5
split_gain=193.483 134.275 163.698 50.733 34.2112 27.1179 46.131 57.5654 33.0506 16.2213 7.85105 4.48111 9.69797 4.1698 3.00245 3.01569 2.57563 2.29208 1.54919 0.889071 0.765617 0.589772 0.513452 0.411043 0.381373 0.242794 0.105408
threshold=1.4677734375000002 8.5000000000000018 16.500000000000004 2.0332031250000004 8.0507812500000018 8.5000000000000018 0.91528320312500011 15.500000000000002 3.5000000000000004 5.2050781250000009 11.949218750000002 1.0000000180025095e-35 15.500000000000002 1.1396484375000002 3.7500000000000004 8.2500000000000018 3.1708984375000004 1.2104492187500002 1.0000000180025095e-35 11.250000000000002 0.40405273437500006 3.6904296875000004 3.5000000000000004 1.0502929687500002 4.5000000000000009 0.39843750000000006 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 14 3 4 -3 10 11 8 16 -4 17 19 -13 23 -2 -16 -8 18 -1 26 24 22 -22 -9 -12 -21 -7
right_child=1 2 9 -5 -6 6 7 13 -10 -11 20 12 -14 -15 15 -17 -18 -19 -20 25 21 -23 -24 -25 -26 -27 -28
leaf_value=-0.0017301522072221637 0.0005507626490516501 0.0084961496356170847 -0.0025321794941052808 0.024185724498575787 0.018889921092933807 -0.0036472127337967954 0.0076896668354451882 -0.0035070512677326388 0.00027267049925846647 0.0043261429335685634 -0.0046090938345436146 0.0013468924991299357 -0.0042606357193157073 -0.00021363151519354366 -0.003419223045628889 -0.00028501879729244176 0.010689333600186715 -0.00012677454483349474 -0.0038292373168810579 -0.0050524485793456437 -0.0043099416171144553 -0.0046726723836206024 -0.0029403102098256397 -0.0023124650709599793 -0.0056987865940038955 -0.0041991145900117004 -0.0029857997234590877
leaf_weight=166 118 169 128 97 99 95 117 139 131 145 144 112 133 188 151 101 109 99 119 117 105 194 111 96 113 150 95
leaf_count=166 118 169 128 97 99 95 117 139 131 145 144 112 133 188 151 101 109 99 119 117 105 194 111 96 113 150 95
internal_value=0 0.00543159 0.00933407 0.0154848 0.0123356 -0.00184152 -0.000618113 0.00173193 0.00588389 0.00111052 -0.00356663 -0.00322928 -0.00169719 -0.0017722 -0.00129757 -0.00216305 0.00913641 -0.00196728 -0.00260661 -0.00405063 -0.00448739 -0.00411077 -0.0036061 -0.00301905 -0.00508822 -0.00457305 -0.00331651
internal_weight=0 1008 638 365 268 2533 1482 780 357 273 1051 702 245 423 370 252 226 384 285 457 667 410 216 235 257 267 190
internal_count=3541 1008 638 365 268 2533 1482 780 357 273 1051 702 245 423 370 252 226 384 285 457 667 410 216 235 257 267 190
is_linear=0
shrinkage=0.0140405


Tree=60
num_leaves=30
num_cat=0
split_feature=8 5 5 5 5 4 8 1 8 8 10 8 8 1 10 8 8 10 5 3 1 1 5 8 1 8 8 1 10
split_gain=110.272 112.474 205.724 38.9338 73.7189 120.345 39.7849 15.0597 10.747 8.62442 7.26069 6.38102 5.83848 4.45074 2.86414 2.72462 2.55293 2.29772 2.0145 1.79843 1.79473 1.69479 1.36718 1.28916 1.04987 0.697414 0.27858 0.14973 0.0870292
threshold=4.7109375000000009 8.5000000000000018 16.500000000000004 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 3.0625000000000004 11.949218750000002 3.8505859375000004 5.8261718750000009 0.51000976562500011 5.6699218750000009 2.6357421875000004 5.9492187500000009 0.46850585937500006 5.8261718750000009 3.0292968750000004 0.47949218750000006 19.500000000000004 1.0000000180025095e-35 4.5507812500000009 9.4492187500000018 5.5000000000000009 2.5175781250000004 15.347656250000002 1.5292968750000002 2.2988281250000004 12.347656250000002 0.40600585937500006
decision_type=2 2 2 2 2 2 2 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 11 9 7 5 17 12 10 -8 -3 20 -2 -7 14 -6 -4 24 27 -18 22 -1 -22 28 -21 25 -15 -27 -5 -9
right_child=1 2 15 4 13 6 8 19 -10 -11 -12 -13 -14 16 -16 -17 18 -19 -20 23 21 -23 -24 -25 -26 26 -28 -29 -30
leaf_value=-0.00077830530134061487 -0.0036829766175703721 0.01618471672986847 -0.002469932525238693 -0.0046210827454768203 -0.0024470110834499794 0.0022542095339188437 0.0090613383287546454 -0.0048599143855077862 0.015233429693106603 0.021691711689475118 0.0014751538821454928 0.00040108978528625468 0.006643333502375089 -0.0041727573055225118 0.00099172783591900283 0.00081025282362359242 -0.00050305547192133358 -0.001688910441152137 -0.0032471473371876816 -0.0027850079904022454 -0.0037995905959545425 -0.0016111275074662998 -0.0064258967487210864 -0.004583383571221295 -0.0046016988439158005 -0.002228293918514528 -0.0032258985938262304 -0.0038815925494534264 -0.0042937833352282755
leaf_weight=104 156 126 104 125 96 161 117 121 106 101 129 146 95 107 95 96 107 95 104 134 175 116 131 190 168 97 128 95 96
leaf_count=104 156 126 104 125 96 161 117 121 106 101 129 146 95 107 95 96 107 95 104 134 175 116 131 190 168 97 128 95 96
internal_value=0 0.0048492 0.00948723 -0.00126116 0.000106882 0.00322687 0.00765963 -0.00320113 0.0119952 0.018635 -0.00141692 -0.00170856 0.00388299 -0.00263953 -0.000736644 -0.000895444 -0.00315072 -0.00351376 -0.00185559 -0.00459238 -0.00236143 -0.00292721 -0.00529323 -0.00383961 -0.00369726 -0.00323959 -0.00279582 -0.00430176 -0.00460946
internal_weight=0 729 427 2892 1696 794 479 1196 223 227 524 302 256 902 191 200 711 315 211 672 395 291 348 324 500 332 225 220 217
internal_count=3621 729 427 2892 1696 794 479 1196 223 227 524 302 256 902 191 200 711 315 211 672 395 291 348 324 500 332 225 220 217
is_linear=0
shrinkage=0.0140405


Tree=61
num_leaves=28
num_cat=0
split_feature=6 8 5 5 8 5 1 8 5 1 8 1 1 1 1 0 8 1 1 1 3 5 8 0 8 5 1
split_gain=103.44 155.158 110.761 80.3844 27.2148 27.2376 13.9164 13.5061 13.5028 4.97073 4.04366 3.76295 3.60195 2.09872 2.25083 1.51913 1.0227 1.29731 1.26247 0.985767 1.38489 0.483287 0.979697 0.461489 0.151496 0.106672 0.0665868
threshold=1.0000000180025095e-35 3.9433593750000004 8.5000000000000018 15.500000000000002 2.3632812500000004 8.5000000000000018 11.949218750000002 4.8398437500000009 15.500000000000002 10.152343750000002 1.4545898437500002 1.2500000000000002 5.9492187500000009 2.9501953125000004 4.3496093750000009 22.953125000000004 1.9814453125000002 8.2500000000000018 6.5507812500000009 14.050781250000002 1.0000000180025095e-35 18.500000000000004 2.8212890625000004 18.226562500000004 1.9375000000000002 10.500000000000002 14.550781250000002
decision_type=2 2 2 2 2 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 4 -3 7 10 -6 11 -4 9 -7 25 -1 -9 -13 -15 -11 -16 18 -18 20 -12 24 -23 -19 -8 -2 -26
right_child=1 2 3 -5 5 8 21 12 -10 15 19 13 -14 14 16 -17 17 23 -20 -21 -22 22 -24 -25 26 -27 -28
leaf_value=0.000884998324315318 -0.0037253423703181984 -0.0029552246927198097 0.011245456292826186 0.0024066432440072996 -0.0039692091014482365 0.0024779229157696043 -0.0037858457045167326 0.015265098649555293 -0.00068749519885255702 0.0073375408414264711 -0.0024619405885436436 -0.0037473727744870258 0.018953620359028828 0.0003418194463736159 -0.0030779515015320214 0.0048395900145768393 -0.0012775032812350632 2.820192685155482e-06 -0.0030726568739706298 -0.0028674591651939411 -0.00023305771339651306 -0.0041151227313113541 -0.0023990188593282654 -0.0013637094935729844 -0.0045015595577283856 -0.0042804669684687394 -0.0041293868628618259
leaf_weight=118 114 142 119 143 142 125 117 101 132 95 100 96 108 107 112 97 157 95 152 109 122 187 101 100 249 170 153
leaf_count=118 114 142 119 143 142 125 117 101 132 95 100 96 108 107 112 97 157 95 152 109 122 187 101 100 249 170 153
internal_value=0 0.00216262 0.00791433 0.0111913 -0.000760928 0.00139064 -0.00262308 0.0150213 0.00308574 0.00465693 -0.00282853 -0.00145911 0.0171711 -0.00179685 -0.00153786 0.00607556 -0.00186436 -0.00159467 -0.00216056 -0.00177396 -0.00123706 -0.00397454 -0.00351329 -0.000697964 -0.0042305 -0.00405764 -0.00435991
internal_weight=0 1819 613 471 1206 591 1744 328 449 317 615 937 209 819 723 192 616 504 309 331 222 807 288 195 519 284 402
internal_count=3563 1819 613 471 1206 591 1744 328 449 317 615 937 209 819 723 192 616 504 309 331 222 807 288 195 519 284 402
is_linear=0
shrinkage=0.0140405


Tree=62
num_leaves=27
num_cat=0
split_feature=6 8 8 1 8 8 10 1 1 10 8 0 0 0 0 0 8 0 1 10 0 1 10 8 10 8
split_gain=119.532 145.817 35.7451 30.156 20.7362 15.3287 13.025 4.76684 3.57626 3.56989 3.33828 2.19293 3.45348 1.87817 1.94948 1.8014 2.57369 1.66674 1.56175 0.806771 0.543387 0.357262 0.242578 0.285615 0.07967 0.0470391
threshold=1.0000000180025095e-35 3.2890625000000004 5.1171875000000009 3.2500000000000004 2.2587890625000004 5.9609375000000009 0.49145507812500006 9.0507812500000018 11.949218750000002 0.39050292968750006 1.5292968750000002 14.601562500000002 19.226562500000004 14.750000000000002 19.523437500000004 22.750000000000004 2.6826171875000004 14.000000000000002 5.6503906250000009 0.42944335937500006 25.351562500000004 11.699218750000002 0.38940429687500006 2.1835937500000004 0.41357421875000006 3.5537109375000004
decision_type=2 2 2 2 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 4 11 -4 10 -5 8 17 13 -6 21 -3 -13 -1 18 16 -11 -8 -15 -12 22 -2 -10 -24 -23 -25
right_child=1 2 3 5 9 -7 7 -9 20 15 19 12 -14 14 -16 -17 -18 -19 -20 -21 -22 24 23 25 -26 -27
leaf_value=-0.003768572471254973 -0.0031514879705869144 0.0026907826541645911 0.017354806545245165 0.011568574542390853 0.0031825349942794946 0.0040876262977543737 0.0016482997382865976 -0.0026421813576123199 -0.0048218491303360141 -0.0004963825926705233 -0.0023212304411282967 0.0064884685245248427 0.0037413999066391525 0.00010433807302016934 -0.0033105352483807989 -0.0008937926881296465 0.0023959829725523837 -0.00049624973473949335 -0.0021657062058165481 -0.00072293330685392707 -0.003232408400485204 -0.004450889587425828 -0.003536671277767695 -0.0040775514135687283 -0.003887346574137196 -0.0044336057928797247
leaf_weight=189 101 95 95 109 124 107 126 151 120 107 147 177 184 95 157 131 140 165 161 108 123 102 124 106 96 236
leaf_count=189 101 95 95 109 124 107 126 151 120 107 147 177 184 95 157 131 140 165 161 108 123 102 124 106 96 236
internal_value=0 0.00243261 0.00709199 0.0107622 -0.000951612 0.00786273 -0.00270237 -0.00061802 -0.0034051 0.00111528 -0.0028245 0.00458882 0.0050883 -0.00260927 -0.00207874 0.000437137 0.00114301 0.000432318 -0.00132331 -0.0016443 -0.00408083 -0.00383102 -0.00425891 -0.00411395 -0.00417766 -0.00432325
internal_weight=0 1823 767 311 1056 216 1753 442 1311 502 554 456 361 602 413 378 247 291 256 255 709 299 586 466 198 342
internal_count=3576 1823 767 311 1056 216 1753 442 1311 502 554 456 361 602 413 378 247 291 256 255 709 299 586 466 198 342
is_linear=0
shrinkage=0.0140405


Tree=63
num_leaves=27
num_cat=0
split_feature=9 6 6 9 9 7 1 4 9 1 8 1 8 1 8 9 1 9 9 1 9 8 9 9 1 1
split_gain=141.845 135.94 29.1764 44.5551 28.4312 19.161 17.3423 11.9242 7.44633 6.43829 4.91749 4.59784 3.39579 2.47216 3.11058 2.11974 2.11532 0.820787 0.801976 0.650079 0.374532 0.300256 1.11544 0.1829 0.0960221 0.0358217
threshold=1.5976562500000002 1.0000000180025095e-35 1.0000000180025095e-35 0.81103515625000011 2.1542968750000004 1.0000000180025095e-35 7.9492187500000009 1.0000000180025095e-35 1.3320312500000002 5.7988281250000009 5.0761718750000009 3.2500000000000004 2.4150390625000004 13.050781250000002 2.3632812500000004 1.0961914062500002 12.050781250000002 0.67065429687500011 1.7792968750000002 8.8476562500000018 1.0859375000000002 3.6298828125000004 1.0351562500000002 0.71801757812500011 14.550781250000002 16.453125000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 9 17 6 -5 10 12 16 15 -3 -2 -7 14 -11 -1 -9 24 -13 -16 -18 22 23 25 -4 -15
right_child=1 4 3 5 -6 7 -8 8 -10 13 -12 18 -14 21 19 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0020790400936332872 0.001155132001727668 0.0085879760461504591 -0.0041820103555628299 0.0066462150909557729 0.016453606840936229 -0.00019728514677288517 0.012862208126142661 -9.4912783122650144e-05 0.0047185526439495664 -0.001152662558295303 0.0045343523024476565 -0.0011656544970547527 -0.0038303008067063554 -0.0045123089174272119 -0.0044071846115524265 0.00077918167990569521 0.0014116011789721081 -0.0027277922607020113 -0.0027832423043057651 -0.0029703910184979477 0.0026019842257814845 -0.0044108097081587833 -0.0024129413737938418 -0.0037400296206859169 -0.0036813774535578545 -0.004153971486147102
leaf_weight=107 117 99 140 137 109 104 111 182 147 176 146 95 99 127 108 98 110 186 166 146 99 196 97 164 164 97
leaf_count=107 117 99 140 137 109 104 111 182 147 176 146 95 99 127 108 98 110 186 166 146 99 196 97 164 164 97
internal_value=0 0.00509581 -0.00150638 -7.05826e-05 0.0101793 0.00182237 0.00825823 0.00093051 0.00202458 -0.0029989 0.00617235 -0.00115769 -0.00196905 -0.00342076 -0.00258726 -0.000712671 0.00101176 -0.00346244 -0.00219447 -0.00358131 0.00197547 -0.00394704 -0.00375963 -0.0040963 -0.00391193 -0.00435714
internal_weight=0 843 2684 1368 465 878 356 741 538 1316 245 378 203 1111 430 205 391 490 261 254 209 681 485 388 304 224
internal_count=3527 843 2684 1368 465 878 356 741 538 1316 245 378 203 1111 430 205 391 490 261 254 209 681 485 388 304 224
is_linear=0
shrinkage=0.0140405


Tree=64
num_leaves=30
num_cat=0
split_feature=8 6 6 4 8 1 10 10 8 8 1 0 1 1 0 4 10 0 1 1 0 1 10 8 10 0 3 10 1
split_gain=117.973 105.402 46.4715 54.2377 36.0097 35.7184 9.9043 9.68718 9.2414 9.07952 7.49503 11.3989 4.16652 3.91841 3.80657 2.88752 1.82775 1.51102 1.45207 1.16105 1.49809 1.05745 0.568031 0.397204 0.384419 0.235398 0.183234 0.11842 0.0724791
threshold=5.1464843750000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.1445312500000004 2.7500000000000004 0.51171875000000011 0.43652343750000006 5.9492187500000009 2.0048828125000004 8.0507812500000018 21.648437500000004 6.5507812500000009 5.3496093750000009 13.652343750000002 1.0000000180025095e-35 0.51513671875000011 17.625000000000004 10.949218750000002 11.949218750000002 23.453125000000004 14.152343750000002 0.46350097656250006 3.0625000000000004 0.40039062500000006 23.750000000000004 1.0000000180025095e-35 0.41357421875000006 12.644531250000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 7 6 9 -3 17 18 -7 -5 13 -12 15 -6 -2 -9 22 -4 26 -11 -21 -19 -14 24 25 -20 -1 -25 -24
right_child=1 5 3 4 10 8 -8 12 -10 19 11 -13 16 -15 -16 -17 -18 21 23 20 -22 -23 28 27 -26 -27 -28 -29 -30
leaf_value=-0.0024280941575080118 0.0013002344120838511 0.017820919435538238 -0.0024772347925365347 -0.0032760572785012414 0.0055807404994425696 0.011003356501722131 0.0014334764776777901 0.001984134740167716 0.0048103009409867685 0.00020479190442305626 0.0096997881082425842 0.0035276828494264474 -0.0018156638072359004 0.0017062166954949607 -0.0022080885855172679 -0.0013819538198986145 -0.00058100463996447289 -0.0048691381061944719 -0.0044230596582777396 0.0026815167896867193 0.00046490839778311449 -0.0031725364368740279 -0.0028742981213530534 -0.0048432466573482616 -0.0030075437063752956 -0.0035293609375226867 -0.0032256778389059076 -0.004233784572041076 -0.0033871003899545765
leaf_weight=139 108 115 186 113 106 95 98 99 95 137 153 96 95 100 140 102 105 159 135 153 99 133 115 96 102 102 96 182 103
leaf_count=139 108 115 186 113 106 95 98 99 95 137 153 96 95 100 140 102 105 159 135 153 99 133 115 96 102 102 96 182 103
internal_value=0 0.00611753 -0.000939197 0.000771455 0.00282034 0.0116449 -0.00263268 -0.00272195 0.00790683 0.00022741 0.00568111 0.00732018 -0.0013852 0.0036999 -0.000680271 0.00027597 -0.00218399 -0.00346633 -0.00369313 0.00124513 0.00181071 -0.00409637 -0.00272174 -0.00405086 -0.00372825 -0.00403843 -0.00275392 -0.00444425 -0.00311659
internal_weight=0 553 3004 1533 957 305 576 1471 190 502 455 249 619 206 248 201 418 478 852 389 252 292 313 617 339 237 235 278 218
internal_count=3557 553 3004 1533 957 305 576 1471 190 502 455 249 619 206 248 201 418 478 852 389 252 292 313 617 339 237 235 278 218
is_linear=0
shrinkage=0.0140405


Tree=65
num_leaves=25
num_cat=0
split_feature=9 6 9 7 7 9 6 9 6 7 0 7 0 10 0 3 9 7 9 10 9 0 7 0
split_gain=144.138 117.642 39.1314 17.3825 15.2872 20.4555 13.2966 9.30797 17.6555 9.28282 4.70396 4.6028 3.63487 3.25164 3.08101 4.17306 2.45869 1.90365 1.26264 0.62055 0.309749 0.212545 0.204054 0.186079
threshold=1.4248046875000002 1.0000000180025095e-35 2.1757812500000004 1.0000000180025095e-35 3.5000000000000004 1.8437500000000002 1.0000000180025095e-35 0.81982421875000011 1.0000000180025095e-35 3.5000000000000004 13.449218750000002 2.5000000000000004 16.750000000000004 0.47143554687500006 21.148437500000004 1.0000000180025095e-35 1.1152343750000002 1.5000000000000002 0.62402343750000011 0.42553710937500006 0.69482421875000011 23.750000000000004 5.5000000000000009 23.851562500000004
decision_type=2 2 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 10 4 6 5 12 -1 18 14 11 -2 16 -3 -11 15 -9 -10 -12 22 20 -20 -16 23 -5
right_child=1 2 -4 7 -6 -7 -8 8 9 13 17 -13 -14 -15 21 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=-0.001892773745207675 0.0013763232838481174 0.0038448221785608917 0.016456566330903834 -0.003937526339996303 0.0018305650432688374 0.012447502509973313 0.0038790286675919991 -0.0035802909577914684 -0.0012759411415640325 -0.0034861349331140679 -0.002923119041763996 0.0037018560292366178 0.0072555618737173934 -0.00037259550563328267 -0.0045173246247654699 -0.00038556057603458121 0.0017925341570777522 -0.000825075334438728 -0.0029765503751292342 -0.0022680673131883935 -0.0039574288894813521 -0.0037806511438854369 -0.0036236345594009498 -0.0047026486432185724
leaf_weight=148 128 114 101 160 96 137 168 177 96 123 156 135 134 143 110 148 111 188 168 172 102 259 180 103
leaf_count=148 128 114 101 160 96 137 168 177 96 123 156 135 134 143 110 148 111 188 168 172 102 259 180 103
internal_value=0 0.00428725 0.00851153 -0.00190237 0.00684324 0.00809315 0.00117578 -0.00234713 -0.00159195 0.000154861 -0.000921507 0.00168489 0.00568772 -0.00181231 -0.00312229 -0.00212546 0.000369473 -0.00177651 -0.00345814 -0.00292721 -0.0033471 -0.00400026 -0.00398788 -0.00423717
internal_weight=0 1054 582 2503 481 385 316 2187 1302 608 472 342 248 266 694 325 207 344 885 442 270 369 443 263
internal_count=3557 1054 582 2503 481 385 316 2187 1302 608 472 342 248 266 694 325 207 344 885 442 270 369 443 263
is_linear=0
shrinkage=0.0140405


Tree=66
num_leaves=28
num_cat=0
split_feature=9 5 5 5 9 5 9 0 1 1 9 5 10 1 9 3 5 8 1 8 10 5 1 1 5 8 9
split_gain=113.325 87.5056 137.624 19.9611 33.6168 41.0616 13.3372 16.0389 10.3026 7.21211 5.03122 4.72729 4.65724 4.09867 2.83596 2.36207 4.92155 1.85487 1.70456 2.24446 1.05397 0.819697 0.736739 0.564964 0.208297 0.300645 0.174852
threshold=1.4121093750000002 8.5000000000000018 16.500000000000004 8.5000000000000018 0.88232421875000011 14.500000000000002 1.9497070312500002 16.750000000000004 10.050781250000002 10.550781250000002 1.9047851562500002 16.500000000000004 0.50830078125000011 5.5507812500000009 1.1313476562500002 1.0000000180025095e-35 15.500000000000002 3.0029296875000004 4.5507812500000009 2.5175781250000004 0.48046875000000006 5.5000000000000009 6.8496093750000009 12.050781250000002 18.500000000000004 1.3593750000000002 1.0083007812500002
decision_type=2 2 2 2 2 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 6 9 15 8 7 -3 -6 18 -4 -7 22 -14 23 16 -5 -10 -1 -20 21 26 -2 -13 25 -17 -11
right_child=1 2 10 4 5 11 -8 -9 17 20 -12 14 13 -15 -16 24 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00027242498477663302 -0.0038028328726783934 0.0071199748112673912 -0.0013878303392648066 -2.7070772987032249e-05 0.001925652846638658 0.0012627558685120912 0.016726325209294849 0.014493004313750828 0.0058137674426485221 -0.0037058951832792536 0.0022633488914341401 -0.0035945060085109184 0.0021798269658488841 -0.0019230034317451027 -0.0005133266036598241 -0.0035785454876414561 -0.0037194917749893662 0.0085597095806867265 -0.0010969081086226987 -0.003909132827636933 -0.0027721104754786095 -0.0052699456412646116 -0.0021169830979323916 -0.0022435050795204733 -0.0033492109690949649 -0.0045603609421541059 -0.0042912858199610718
leaf_weight=121 97 112 186 124 117 119 119 121 96 177 124 115 96 96 169 121 167 98 127 100 97 144 108 130 113 125 233
leaf_count=121 97 112 186 124 117 119 119 121 96 177 124 115 96 96 169 121 167 98 127 100 97 144 108 130 113 125 233
internal_value=0 0.00376883 0.00689432 -0.00171361 -0.000686249 0.00116205 0.0129021 0.0109489 0.00521632 -0.00325001 7.26414e-05 -0.00120358 -0.00144296 0.000128412 -0.0019125 -0.00308619 -0.00214609 0.00720089 -0.00161834 -0.00233577 -0.00412224 -0.00435864 -0.00291468 -0.00287765 -0.00384822 -0.00407744 -0.00403857
internal_weight=0 1059 662 2493 1494 844 352 233 311 999 310 533 397 192 414 650 291 194 348 227 651 554 205 245 359 246 410
internal_count=3552 1059 662 2493 1494 844 352 233 311 999 310 533 397 192 414 650 291 194 348 227 651 554 205 245 359 246 410
is_linear=0
shrinkage=0.0140405


Tree=67
num_leaves=30
num_cat=0
split_feature=9 6 5 5 9 6 5 5 3 8 5 0 3 0 0 9 9 0 0 8 9 5 9 5 9 9 7 5 8
split_gain=117.651 105.957 109.297 37.3909 28.524 37.7134 29.675 35.5834 37.8739 15.396 9.15996 4.90443 5.90413 2.991 5.50654 2.34862 2.14121 1.943 1.41881 1.80231 1.18036 0.90137 0.790897 0.511112 0.265491 0.145932 0.068946 0.0594733 0.0309993
threshold=1.5976562500000002 1.0000000180025095e-35 8.5000000000000018 14.500000000000002 0.81982421875000011 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 5.2519531250000009 10.500000000000002 21.351562500000004 1.0000000180025095e-35 13.347656250000002 16.750000000000004 1.1152343750000002 0.62402343750000011 18.515625000000004 24.046875000000004 1.8886718750000002 1.0961914062500002 18.500000000000004 1.3540039062500002 10.500000000000002 1.0942382812500002 0.47753906250000006 3.5000000000000004 9.5000000000000018 0.99804687500000011
decision_type=2 2 2 2 2 2 2 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 13 -3 9 16 11 17 8 10 -4 -8 12 22 -2 -15 -12 25 -7 19 23 -9 26 24 -18 -6 -1 -13 -27 -29
right_child=1 2 3 -5 5 6 7 20 -10 -11 15 21 -14 14 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30
leaf_value=-0.0044171446194850418 0.0012266699679608199 -0.0032472342877199489 0.012538353954015662 0.0066342446686684532 -0.0036189737926156092 -0.0016912531123889837 0.010785662773004015 -0.0026338640298159206 -0.0017577786951742632 0.019741553018774557 0.0044680182276345438 -0.0042812343283461672 0.00068294791441420814 -0.0038560296563790201 0.00011119080766041297 0.0072967406528698714 -0.0014972004087591953 -0.0045091339757800056 -0.0012687197605312911 -0.004148773081588621 -0.0005590873074511315 -0.0024839848489184172 -0.0015627536815056419 -0.0028270505385532972 -0.0026051630166284779 -0.0040162001704540477 -0.0038212249095921744 -0.0038509664417323893 -0.0035144908060535376
leaf_weight=98 106 108 116 124 98 98 119 102 112 118 107 106 169 118 166 126 104 95 117 165 115 108 99 126 106 159 163 95 125
leaf_count=98 106 108 116 124 98 98 119 102 112 118 107 106 169 118 166 126 104 95 117 165 115 108 99 126 106 159 163 95 125
internal_value=0 0.00461375 0.00913283 0.0128676 -0.00135676 -0.000265822 0.0017815 0.0031588 0.00535364 0.0161707 0.00761637 -0.00237343 -0.00141971 -0.000785966 -0.00153716 0.00599771 -0.00325734 -0.00307829 -0.00262677 -0.00302902 -0.00153433 -0.00356748 -0.00259247 -0.00222573 -0.00309219 -0.00393419 -0.00400249 -0.00380931 -0.00365979
internal_weight=0 856 466 358 2712 1723 874 681 464 234 352 849 472 390 284 233 989 193 512 395 217 377 303 230 204 477 269 379 220
internal_count=3568 856 466 358 2712 1723 874 681 464 234 352 849 472 390 284 233 989 193 512 395 217 377 303 230 204 477 269 379 220
is_linear=0
shrinkage=0.0140405


Tree=68
num_leaves=27
num_cat=0
split_feature=9 5 5 5 9 5 4 5 9 0 1 9 8 4 0 9 5 9 1 4 8 0 1 9 5 5
split_gain=83.5568 54.1812 99.8359 23.0459 38.674 48.9729 23.5979 20.0557 11.0455 9.85876 6.52365 5.03824 3.34105 2.83917 2.16988 2.15742 1.85936 2.20912 1.77334 1.12837 1.39996 0.978249 0.615773 0.425004 0.338773 0.0826422
threshold=1.5014648437500002 8.5000000000000018 14.500000000000002 8.5000000000000018 0.83618164062500011 15.500000000000002 1.0000000180025095e-35 17.500000000000004 1.0961914062500002 15.050781250000002 9.5507812500000018 1.8261718750000002 4.4824218750000009 1.0000000180025095e-35 16.953125000000004 0.68505859375000011 19.500000000000004 1.1396484375000002 9.6523437500000018 1.0000000180025095e-35 2.5175781250000004 21.148437500000004 12.050781250000002 0.59936523437500011 4.5000000000000009 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 9 10 15 6 -6 -4 -8 -3 13 -9 -2 -1 -14 23 17 -7 -18 20 -12 -21 -17 25 -23 -5
right_child=1 2 7 4 5 16 8 11 -10 -11 19 -13 14 -15 -16 22 18 -19 -20 21 -22 24 -24 -25 -26 -27
leaf_value=-0.00018616166571494441 0.0013395263672042266 0.010082106442198174 0.0059391562320548945 -0.0043519055948967461 -0.0010392067757600718 -0.0020432106530214942 0.0041869584115296317 -0.0031561176232438627 0.0093887511397284847 0.016001876196027068 -0.0024711692519862796 0.00094434257442909796 -0.0026608354192990298 -0.0029190403891423983 -7.3315026025203204e-05 -0.0027142375889671676 -0.0011619509356154102 0.00077451474640582226 -0.0035854631283417275 -0.005635164376311127 -0.0041573554556743305 -0.0034901951536698622 -0.0011320955793427787 -0.0031054060770821668 -0.0045421425858756075 -0.0038523764848550626
leaf_weight=164 97 101 126 106 101 123 164 112 158 123 182 125 171 138 102 98 103 99 141 101 208 127 96 145 115 170
leaf_count=164 97 101 126 106 101 123 164 112 158 123 182 125 171 138 102 98 103 99 141 101 208 127 96 145 115 170
internal_value=0 0.00330916 0.00596152 -0.00155908 -0.000449409 0.00142323 0.00488209 0.00141292 0.00673939 0.0133327 -0.00317159 -0.000993428 -0.000898775 -0.00143496 -0.00169407 -0.00315637 -0.00171646 -0.000786657 -0.00256242 -0.00388709 -0.00337047 -0.0044745 -0.00193132 -0.00372088 -0.00399009 -0.00404422
internal_weight=0 957 587 2539 1504 889 423 363 322 224 1035 237 370 302 273 615 466 222 244 733 390 343 194 421 242 276
internal_count=3496 957 587 2539 1504 889 423 363 322 224 1035 237 370 302 273 615 466 222 244 733 390 343 194 421 242 276
is_linear=0
shrinkage=0.0140405


Tree=69
num_leaves=26
num_cat=0
split_feature=9 6 7 8 7 6 8 8 10 7 9 8 1 10 1 8 9 8 10 1 9 8 1 1 1
split_gain=94.3876 78.224 27.3815 19.388 19.1475 31.608 22.9997 10.2678 8.0631 4.5928 4.53136 4.17348 3.75747 3.4666 3.3677 1.84659 3.4173 0.776684 0.684126 0.666703 0.439127 0.388351 0.294096 0.245118 0.0368753
threshold=1.4077148437500002 1.0000000180025095e-35 3.5000000000000004 5.7851562500000009 3.5000000000000004 1.0000000180025095e-35 2.2197265625000004 3.3085937500000004 0.47143554687500006 1.5000000000000002 1.0136718750000002 4.6718750000000009 11.949218750000002 0.53149414062500011 13.550781250000002 2.6904296875000004 0.81103515625000011 5.4785156250000009 0.42041015625000006 6.4492187500000009 0.62402343750000011 1.7592773437500002 16.351562500000004 16.351562500000004 13.949218750000002
decision_type=2 2 2 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 9 3 11 5 12 -7 14 15 17 -10 -3 -1 -11 -8 16 20 -2 -17 -12 22 -22 24 -14 -6
right_child=1 2 -4 -5 8 6 7 -9 10 13 19 -13 23 -15 -16 18 -18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=-0.0012698091508255523 -0.0031845039174387721 0.0049307597909710637 0.00035917331537460887 0.013017846857030847 -0.0039380609980442377 -0.003126528430498053 0.00042293760388157617 0.0069879788839442526 -0.0028123018488616504 -0.00094647372465414558 0.0011460558269869904 0.0080250885159360002 -0.0041948523238226846 0.0021258087920852649 0.0035198873051939372 -0.005247072544934432 -0.00093797662229879028 -0.0014669774708435444 -0.0038754601936508235 -0.00042380973574462064 -0.0025685620804244266 -0.0036435086367051861 -0.0031885371987312476 -0.0033750226629984423 -0.0043016754328507973
leaf_weight=171 113 167 107 123 112 129 122 127 163 176 98 177 184 123 160 101 127 96 247 117 145 122 97 118 108
leaf_count=171 113 167 107 123 112 129 122 127 163 176 98 177 184 123 160 101 127 96 247 117 145 122 97 118 108
internal_value=0 0.00321416 0.00676569 0.00823356 -0.0017656 -0.000285174 0.00204262 0.00367299 -0.00280715 -0.000798787 -0.00104677 0.0065229 -0.00293286 0.000317375 0.00218007 -0.0034355 -0.00302532 -0.00239559 -0.00427354 0.000291757 -0.00347925 -0.00305974 -0.00383259 -0.00387452 -0.00411656
internal_weight=0 1082 574 467 2448 1011 538 409 1437 508 378 344 473 299 282 1059 711 209 348 215 584 267 317 302 220
internal_count=3530 1082 574 467 2448 1011 538 409 1437 508 378 344 473 299 282 1059 711 209 348 215 584 267 317 302 220
is_linear=0
shrinkage=0.0140405


Tree=70
num_leaves=29
num_cat=0
split_feature=10 3 6 5 5 6 5 7 1 5 7 1 1 7 10 10 1 10 10 6 5 1 0 1 1 5 0 1
split_gain=75.2622 40.7804 55.0266 61.5091 69.3136 30.8567 34.3333 35.3539 30.5247 21.2599 7.52956 5.59125 2.99939 2.90248 2.71133 1.67338 1.15569 1.06326 1.32844 0.662744 0.8613 0.733286 0.477438 0.430575 0.301851 0.320535 0.0689068 0.0369882
threshold=0.50048828125000011 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 8.5000000000000018 3.5000000000000004 8.3476562500000018 14.500000000000002 1.5000000000000002 9.0507812500000018 6.0996093750000009 2.5000000000000004 0.43041992187500006 0.46093750000000006 10.949218750000002 0.43041992187500006 0.46752929687500006 1.0000000180025095e-35 9.5000000000000018 12.050781250000002 17.929687500000004 9.7500000000000018 10.949218750000002 18.500000000000004 22.351562500000004 14.050781250000002
decision_type=2 2 2 2 2 2 2 2 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 16 8 11 -7 9 -5 -8 -10 13 -1 -2 -6 19 -4 24 -19 21 -21 -3 -17 -22 -14 -26 -12 -23
right_child=5 15 3 4 14 6 7 -9 10 -11 26 -13 17 -15 -16 22 -18 18 -20 20 23 27 -24 -25 25 -27 -28 -29
leaf_value=-0.00087846978785586594 0.00016096701712411344 -0.0026334983644081696 -0.0034229525880646347 0.012162069297370865 -0.0032492587575511447 -0.0012702303175695135 0.014198347597194693 0.0012453065159655869 0.007216955240264695 0.0059721350828513507 0.0026912075836212799 -0.002208853276055025 -0.002817679299113778 0.0030255725123554886 -0.0002645756309140451 -0.0017428276448191149 -0.0055315974026205264 -0.0014006552322331509 -0.0032985099470519445 -0.0032719970439703586 -0.0054868576391394162 -0.0039704052382215273 -0.0030987897434039259 -0.0042642191230981815 -0.0041446982844254394 -0.0031978977776792989 0.0032245831677836182 -0.0036331092553621514
leaf_weight=161 137 143 104 165 135 101 151 108 143 105 96 103 96 142 108 106 101 142 149 113 96 197 99 139 160 126 95 95
leaf_count=161 137 143 104 165 135 101 151 108 143 105 96 103 96 142 108 106 101 142 149 113 96 197 99 139 160 126 95 95
internal_value=0 -0.00123924 2.98518e-05 0.00234589 0.00422673 0.00354356 0.00597253 0.00798219 0.00722136 0.0108243 0.00478059 0.000586837 -0.00259999 0.00161894 -0.00192273 -0.00352695 -0.00446185 -0.00301182 -0.00237241 -0.00382261 -0.00427931 -0.00345725 -0.00239766 -0.00476368 -0.00349891 -0.00372758 0.0029565 -0.00386067
internal_weight=0 2769 1781 947 742 847 465 364 499 256 334 382 834 279 243 988 205 673 291 783 348 435 205 235 382 286 191 292
internal_count=3616 2769 1781 947 742 847 465 364 499 256 334 382 834 279 243 988 205 673 291 783 348 435 205 235 382 286 191 292
is_linear=0
shrinkage=0.0140405


Tree=71
num_leaves=28
num_cat=0
split_feature=9 5 5 9 9 6 5 4 5 5 9 5 10 1 4 5 9 9 9 10 0 1 10 9 10 9 5
split_gain=124.837 105.215 107.706 22.5869 21.7836 32.5215 29.5429 37.1463 42.0312 16.9197 12.2142 5.75906 5.03359 4.70598 4.46949 3.68468 2.42155 1.65807 0.978274 1.55181 0.388554 0.210041 0.352553 0.351824 0.204007 0.053796 0.0177228
threshold=1.6372070312500002 8.5000000000000018 15.500000000000002 1.8867187500000002 0.76171875000000011 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 15.500000000000002 19.500000000000004 1.3164062500000002 12.500000000000002 0.44042968750000006 10.847656250000002 1.0000000180025095e-35 5.5000000000000009 1.3320312500000002 0.67065429687500011 1.2456054687500002 0.40039062500000006 21.750000000000004 16.453125000000004 0.38940429687500006 0.60742187500000011 0.50830078125000011 0.51977539062500011 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=4 15 3 -3 17 12 13 -8 10 -4 11 -9 18 -7 -14 24 -16 21 19 -6 -19 22 -1 25 -2 -24 -20
right_child=1 2 9 -5 5 6 7 8 -10 -11 -12 -13 14 -15 16 -17 -18 20 26 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=-0.0044773508467497057 -0.00083033274178236885 0.011479873884102749 0.006577508260090654 0.020387660502486606 -0.0036680934281674909 -0.0013055598090867633 -0.0027401319349106674 0.0071717041074279651 -0.0016138088412872799 -0.00058933956698748857 0.010881594466629035 0.0031200653697054433 0.00088778864960008914 -0.0054873146517535878 -0.0035116170795835107 -0.0036333409099940238 -0.00069093433529043965 -0.0027021096868934764 -0.0038609224734398348 -0.0017486416257329706 -0.0016108091057744152 -0.0031719843022722338 -0.0040957864290417376 -0.0029128519487717748 7.1036214692301821e-05 -0.0036526261638134155 -0.0036211577626968881
leaf_weight=104 99 107 126 118 152 113 187 158 158 134 112 123 145 100 132 105 110 166 160 183 105 162 108 115 99 108 98
leaf_count=104 99 107 126 118 152 113 187 158 158 134 112 123 145 100 132 105 110 166 160 183 105 162 108 115 99 108 98
internal_value=0 0.00498377 0.00903894 0.0161515 -0.00134262 -0.000512165 0.00133753 0.002667 0.00450209 0.00288383 0.00696091 0.00539821 -0.00230712 -0.00326882 -0.00106152 -0.00150717 -0.00222949 -0.00319009 -0.00312002 -0.00261956 -0.00227928 -0.00360354 -0.00376426 -0.0035402 -0.000379648 -0.00387421 -0.00376985
internal_weight=0 788 485 225 2799 1931 951 738 551 260 393 281 980 213 387 303 242 868 593 335 271 597 435 331 198 216 258
internal_count=3587 788 485 225 2799 1931 951 738 551 260 393 281 980 213 387 303 242 868 593 335 271 597 435 331 198 216 258
is_linear=0
shrinkage=0.0140405


Tree=72
num_leaves=28
num_cat=0
split_feature=6 8 5 8 5 8 5 5 4 10 8 0 8 10 10 0 0 10 8 0 0 5 10 10 10 8 0
split_gain=99.1421 141.124 98.1609 73.1037 48.5262 18.534 21.3986 22.0716 22.4678 12.3585 12.2721 5.05359 4.71629 1.79343 3.05129 3.03329 1.3849 0.767998 0.655484 0.523392 1.95698 0.50911 0.334783 0.574095 0.240705 0.129908 0.0323131
threshold=1.0000000180025095e-35 3.4570312500000004 8.5000000000000018 6.2871093750000009 14.500000000000002 1.8505859375000002 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 0.44360351562500006 4.1347656250000009 12.250000000000002 2.6611328125000004 0.53710937500000011 0.48657226562500006 19.710937500000004 17.109375000000004 0.50830078125000011 1.4750976562500002 17.734375000000004 14.949218750000002 4.5000000000000009 0.39843750000000006 0.41198730468750006 0.40991210937500006 3.6376953125000004 23.851562500000004
decision_type=2 2 2 2 2 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 5 -3 4 10 18 -7 8 -8 19 -4 -11 -10 14 15 -13 -6 -16 24 20 -1 -15 26 -24 -2 -25 -21
right_child=1 2 3 -5 16 6 7 -9 12 11 -12 13 -14 21 17 -17 -18 -19 -20 22 -22 -23 23 25 -26 -27 -28
leaf_value=-0.003925654966716016 -0.0038748053340040313 -0.0025304334008373632 0.0073268153417723123 0.02104342964165648 0.0010368882390982942 -0.0038549147253091648 -0.0020133713841970413 -0.0021695826788254973 0.0037580883141970184 0.0020559686466925702 0.013535140272944656 0.00074730136174806013 0.0073436011626581447 0.00045188559217963515 -0.0022518154850000426 -0.0025501331816046068 0.003434318595386723 -0.0038733619584370126 -0.0021521659267086184 -0.0040279964950230658 -0.0013836052842885924 -0.00094205553860197879 -0.0023409587217814963 -0.0032064754701185165 -0.0030643874047861326 -0.0038119311645540836 -0.0037236824919876575
leaf_weight=132 145 157 95 98 95 161 98 177 130 98 185 127 163 99 129 97 95 104 100 169 109 108 98 113 144 183 116
leaf_count=132 145 157 95 98 95 161 98 177 130 98 185 127 163 99 129 97 95 104 100 169 109 108 98 113 144 183 116
internal_value=0 0.00247154 0.00729626 0.0100124 0.00771237 -0.000657195 0.000663362 0.00194407 0.00380626 -0.00224274 0.0114287 -0.000920328 0.00575276 -0.0013596 -0.0018507 -0.000680606 0.0022356 -0.0029756 -0.00313197 -0.00333805 -0.00277593 -0.000275388 -0.00353757 -0.00327241 -0.003471 -0.00358079 -0.00390414
internal_weight=0 1843 725 568 470 1118 729 568 391 1682 280 762 293 664 457 224 190 233 389 920 241 207 679 394 289 296 285
internal_count=3525 1843 725 568 470 1118 729 568 391 1682 280 762 293 664 457 224 190 233 389 920 241 207 679 394 289 296 285
is_linear=0
shrinkage=0.0140405


Tree=73
num_leaves=28
num_cat=0
split_feature=9 5 5 9 5 5 7 9 1 1 9 8 3 5 5 9 0 3 0 7 0 1 1 5 9 8 0
split_gain=111.741 91.3733 127.799 19.5465 26.4752 44.4699 40.7569 16.111 13.0244 11.7226 11.1651 6.31287 5.2929 2.87827 2.44874 1.73135 1.27427 1.18662 0.970789 0.936055 0.526808 0.526516 0.515064 0.487241 0.394851 0.237212 0.270321
threshold=1.5126953125000002 8.5000000000000018 16.500000000000004 0.87060546875000011 8.5000000000000018 16.500000000000004 3.5000000000000004 1.9980468750000002 7.8496093750000009 11.949218750000002 1.2470703125000002 5.5488281250000009 1.0000000180025095e-35 12.500000000000002 5.5000000000000009 0.63745117187500011 16.953125000000004 1.0000000180025095e-35 21.351562500000004 3.5000000000000004 16.648437500000004 14.050781250000002 12.152343750000002 3.5000000000000004 0.48449707031250006 1.7929687500000002 23.046875000000004
decision_type=2 2 2 2 2 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 15 9 6 10 8 -3 12 13 -4 -5 -6 16 24 -2 22 20 23 -17 -20 -7 -11 -1 26 -26
right_child=1 2 11 4 5 17 -8 -9 -10 19 -12 -13 -14 -15 -16 18 -18 -19 21 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=-0.0043636938067368987 -0.001533465496512198 0.0084760712708668133 -0.0015351048044997763 -0.0019550940861211025 0.006762366042597355 -0.0023775908408768497 -0.0013554890996254384 0.017954331955438798 0.015043338218243557 -0.0040771123286829827 0.010908024072911611 0.0027832445328731638 0.0019240614238096546 0.0035720734434024713 -0.0030909416184046945 -0.0022803091258655527 0.00056678264237987276 -0.001224704814601332 -0.0009820938186046351 -0.0034244239713102287 -0.0034292162355404471 -0.0023949146323160499 -0.003584469389259705 -0.0054312666878957565 -0.0036467879685743499 -0.0039811591232916284 -0.0028118952047199281
leaf_weight=102 140 145 163 177 111 131 189 96 101 100 95 113 114 112 128 141 96 98 104 189 178 104 149 110 141 100 167
leaf_count=102 140 145 163 177 111 131 189 96 101 100 95 113 114 112 128 141 96 98 104 189 178 104 149 110 141 100 167
internal_value=0 0.00405335 0.0073403 -0.0015023 -0.000516747 0.00109062 0.00380822 0.0130761 0.0111724 -0.00257837 0.00687722 0.000232915 -0.000435425 0.00516007 -0.00152724 -0.00299916 -0.000679127 -0.00255442 -0.00243479 -0.00414127 -0.00292139 -0.0016885 -0.00301982 -0.00478643 -0.00358235 -0.00338701 -0.0031941
internal_weight=0 982 618 2612 1575 885 507 342 246 690 318 276 291 223 364 1037 236 378 527 399 319 208 280 210 510 408 308
internal_count=3594 982 618 2612 1575 885 507 342 246 690 318 276 291 223 364 1037 236 378 527 399 319 208 280 210 510 408 308
is_linear=0
shrinkage=0.0140405


Tree=74
num_leaves=26
num_cat=0
split_feature=9 5 5 9 5 5 4 8 1 4 10 0 0 9 0 5 9 4 5 10 1 8 9 0 10
split_gain=109.846 57.4002 84.0506 27.472 20.316 40.0436 56.6212 26.0858 7.69194 5.79329 8.72494 5.50759 5.24899 3.88053 5.82273 5.81773 1.61452 1.23489 1.70926 1.09915 1.00675 0.600548 0.584624 0.467477 0.15381
threshold=1.6708984375000002 8.5000000000000018 16.500000000000004 2.0166015625000004 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 2.6845703125000004 11.949218750000002 1.0000000180025095e-35 0.47558593750000006 22.250000000000004 14.000000000000002 1.0395507812500002 16.351562500000004 19.500000000000004 0.88232421875000011 1.0000000180025095e-35 5.5000000000000009 0.39746093750000006 8.8476562500000018 2.5175781250000004 0.73193359375000011 16.148437500000004 0.40600585937500006
decision_type=2 2 2 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 12 3 -3 8 6 16 -8 9 10 -1 -9 -2 19 -15 -16 -6 21 24 -7 23 -10 -21 -11 -19
right_child=1 2 -4 -5 5 13 7 11 17 20 -12 -13 -14 14 15 -17 -18 18 -20 22 -22 -23 -24 -25 -26
leaf_value=-0.002126346715993785 0.0019866364633300613 0.009512046896946005 0.00054559997164444428 0.019058246993731084 -0.0036381557263852208 -0.0041907454210388124 0.00073413838049938825 0.0090722949829507623 -0.0025532601336722589 -0.0042236540737922166 0.0032701953744380089 0.0049245114509792994 -0.0019663413321921543 -0.0037941204956705612 0.0018632282390737178 -0.0022445878833315877 -0.001457932232977531 -0.0040701870394352609 -0.0058111177830748508 -0.0034459601528198103 -0.0018104665501061292 -0.0037659291197559208 -0.0022501963771821044 -0.0028343989197698841 -0.0033383699434141462
leaf_weight=151 114 156 178 96 188 169 171 188 145 96 97 95 158 136 133 139 104 119 117 148 103 181 177 95 108
leaf_count=151 114 156 178 96 188 169 171 188 145 96 97 95 158 136 133 139 104 119 117 148 103 181 177 95 108
internal_value=0 0.00473844 0.0079316 0.0131487 -0.00145982 -0.000444995 0.00196161 0.00506378 -0.00283972 -0.0015961 -1.56024e-05 0.00767993 -0.000309579 -0.00243538 -0.00142203 -0.000235987 -0.00286164 -0.00384575 -0.00443255 -0.00327231 -0.00292931 -0.00322655 -0.00279473 -0.00353266 -0.00372201
internal_weight=0 702 430 252 2860 1648 746 454 1212 542 248 283 272 902 408 272 292 670 344 494 294 326 325 191 227
internal_count=3562 702 430 252 2860 1648 746 454 1212 542 248 283 272 902 408 272 292 670 344 494 294 326 325 191 227
is_linear=0
shrinkage=0.0140405


Tree=75
num_leaves=28
num_cat=0
split_feature=4 5 5 1 10 10 10 1 10 7 5 1 10 6 0 1 10 5 10 5 0 5 10 0 10 0 10
split_gain=72.0607 109.512 177.745 46.4695 19.4181 15.55 12.7097 9.01843 8.2888 3.98743 6.47434 3.19481 3.1688 2.50393 3.4082 2.77281 2.70356 2.29675 1.45823 0.922 0.615636 0.483103 0.256372 0.195243 0.131641 0.10278 0.0465042
threshold=1.0000000180025095e-35 8.5000000000000018 15.500000000000002 11.250000000000002 0.43457031250000006 0.51660156250000011 0.52832031250000011 7.6503906250000009 0.53027343750000011 3.5000000000000004 19.500000000000004 11.449218750000002 0.41198730468750006 1.0000000180025095e-35 20.953125000000004 6.4492187500000009 0.44042968750000006 5.5000000000000009 0.43359375000000006 5.5000000000000009 16.750000000000004 8.5000000000000018 0.41943359375000006 16.351562500000004 0.43249511718750006 20.851562500000004 0.40600585937500006
decision_type=2 2 2 2 2 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 8 3 4 -3 13 9 -6 11 10 18 17 -5 14 16 -15 -1 20 -4 26 -2 -17 -12 -10 -16 -23 -13
right_child=1 2 6 12 7 -7 -8 -9 23 -11 22 19 -14 15 24 21 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 -28
leaf_value=-0.0029243446029071554 -0.0021242598697227763 0.0070172498582329879 -0.0005949173320704042 0.0034224803002235599 0.01587325383169591 0.0014311426125453569 0.002521201099709657 0.010875790913329521 0.00056369085291350864 -0.0040683727694346026 -0.0023021347509161638 -0.0038734131222048882 0.0063667761213984757 -0.0057842334375411576 -0.0032500142517889897 -0.0025630686440122744 -9.7718066923694236e-06 -0.0037938264585944495 0.0016973523086802654 -0.0053259267982880649 -0.00068477774319203419 -0.0033749356074775604 -0.0032317940863070042 -0.0003318261523985737 -0.0037947980156163462 -0.0039483874015474847 -0.0034740051351858092
leaf_weight=124 124 114 118 174 175 156 165 120 97 129 98 130 123 133 146 97 127 126 102 97 111 101 145 95 218 158 103
leaf_count=124 124 114 118 174 175 156 165 120 97 129 98 130 123 133 146 97 127 126 102 97 111 101 145 95 218 158 103
internal_value=0 0.00144464 0.00380136 0.00886899 0.0119386 -0.00271826 -0.00092485 0.0138404 -0.0024601 -0.00188532 -0.00127708 -0.00317717 0.00464184 -0.00330459 -0.00270834 -0.00405447 -0.00144964 -0.00226438 0.000467862 -0.0041757 -0.00144433 -0.00340823 -0.00285687 0.000120597 -0.00357629 -0.00372476 -0.00369685
internal_weight=0 2346 1463 706 409 1260 757 295 883 592 463 691 297 1104 615 489 251 361 220 330 235 356 243 192 364 259 233
internal_count=3606 2346 1463 706 409 1260 757 295 883 592 463 691 297 1104 615 489 251 361 220 330 235 356 243 192 364 259 233
is_linear=0
shrinkage=0.0140405


Tree=76
num_leaves=28
num_cat=0
split_feature=0 4 8 8 9 0 9 7 0 9 9 10 0 8 10 9 10 10 7 0 0 9 8 10 9 0 0
split_gain=97.9057 57.4573 47.8369 11.798 8.7657 8.14196 6.88163 7.97433 6.00772 9.16551 7.6674 16.2956 7.26926 5.72941 4.66263 4.43452 2.48398 2.13066 1.77124 1.44583 0.908385 1.30936 0.639386 0.577497 0.321535 0.10432 0.0446775
threshold=11.250000000000002 1.0000000180025095e-35 2.9375000000000004 3.7246093750000004 0.88232421875000011 20.148437500000004 1.3320312500000002 3.5000000000000004 16.750000000000004 1.6645507812500002 2.2255859375000004 0.45800781250000006 18.710937500000004 2.2587890625000004 0.49853515625000006 1.5385742187500002 0.39050292968750006 0.42651367187500006 3.5000000000000004 16.648437500000004 20.453125000000004 0.72583007812500011 2.6845703125000004 0.40405273437500006 0.67773437500000011 22.648437500000004 23.148437500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 13 4 19 -5 16 8 10 15 11 -8 -11 20 -6 -10 -4 -18 22 -2 -3 -22 -15 26 25 -25 -21
right_child=1 2 6 5 14 -7 7 -9 9 12 -12 -13 -14 18 -16 -17 17 -19 -20 23 21 -23 -24 24 -26 -27 -28
leaf_value=0.011575447513954182 -0.0015796467523141087 -0.0042234948947784253 0.0026295405796097886 -0.0086344439768342527 -0.001335822554146766 -0.0036175659709657337 0.0039004521821634753 0.0069783361820073084 0.0035060191108474688 0.0086572592642650565 0.0050050489203886722 -0.002302275178125241 0.0035917775518081053 0.00036863910841688444 0.0024625992464125091 -0.00032435673788241471 -0.00083723984382101126 0.0016880240824300274 -0.0021969754754593744 -0.0039812464406308468 -0.0035325098353784085 -0.001435035860845073 -0.00089304173427393974 -0.0034772509420733112 -0.0021912534855160195 -0.0028557247198317142 -0.0035786723644789949
leaf_weight=141 135 104 124 95 167 194 155 98 152 103 99 181 122 184 103 98 156 114 116 98 140 101 139 97 106 118 122
leaf_count=141 135 104 124 95 167 194 155 98 152 103 99 181 122 184 103 98 156 114 116 98 140 101 139 97 106 118 122
internal_value=0 -0.000362996 0.00100469 -0.00278386 -0.00202536 -0.00526671 0.00255788 0.00317287 0.00276306 0.00385478 0.00157094 0.000559102 0.00591064 -0.00177281 0.000113205 0.00200451 0.000984488 0.000228983 -0.000708775 -0.00287952 -0.00312676 -0.00265349 -0.000174313 -0.00320389 -0.00282412 -0.00313613 -0.003758
internal_weight=0 3421 2186 1235 946 289 1402 1008 910 475 435 336 225 784 270 250 394 270 439 676 345 241 323 541 321 215 220
internal_count=3562 3421 2186 1235 946 289 1402 1008 910 475 435 336 225 784 270 250 394 270 439 676 345 241 323 541 321 215 220
is_linear=0
shrinkage=0.0140405


Tree=77
num_leaves=27
num_cat=0
split_feature=9 6 1 6 9 7 1 1 9 9 1 1 9 4 9 1 9 0 1 8 0 9 8 9 9 1
split_gain=80.561 70.713 20.7846 17.973 24.5274 10.5528 9.03858 6.82392 6.29395 3.78125 4.24877 3.63006 2.9986 2.9732 2.49648 2.48461 2.22331 0.985075 1.9513 1.73877 0.794665 0.292848 0.106025 0.418138 0.0487942 0.0390682
threshold=1.4121093750000002 1.0000000180025095e-35 2.9501953125000004 1.0000000180025095e-35 0.91528320312500011 1.0000000180025095e-35 9.5507812500000018 11.847656250000002 1.7333984375000002 2.1757812500000004 8.2500000000000018 13.050781250000002 0.66088867187500011 1.0000000180025095e-35 1.1269531250000002 6.6503906250000009 1.1225585937500002 14.949218750000002 6.0996093750000009 2.3632812500000004 15.050781250000002 0.58496093750000011 3.0029296875000004 0.76171875000000011 0.51391601562500011 16.351562500000004
decision_type=2 2 2 2 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 -3 11 12 -6 8 16 -4 10 15 17 21 -14 -9 -2 -7 -1 -19 -20 -10 24 23 25 -5 -13
right_child=1 2 6 4 5 7 -8 14 20 -11 -12 22 13 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0028278057214671543 -0.0013243551515213113 0.011080000214834761 0.001600729355495145 -0.0038057488822050198 0.0057333209984584844 -0.0017927135860024051 0.0085455262649719015 0.001420262198910432 0.0044495870924600835 0.0017438707733680068 0.00073797018886982149 -0.0037513494839136346 -0.0026579602191167569 5.7354254218794128e-05 0.004286908548178303 -0.0040751374417944738 0.00063755948244672276 3.0892370589798786e-05 -0.0011112430620422095 -0.0031663800904502023 0.0061799277364856702 -0.0027067208061395112 -0.0036434689528903907 -0.0026304434873679417 -0.0033580664726900323 -0.0033883888015223884
leaf_weight=163 187 140 146 97 103 152 104 154 96 99 136 152 160 158 98 99 145 114 168 157 115 123 252 131 95 95
leaf_count=163 187 140 146 97 103 152 104 154 96 99 136 152 160 158 98 99 145 114 168 157 115 123 252 131 95 95
internal_value=0 0.00306008 0.00634192 -0.00146367 -0.000301937 0.00160939 0.00490302 0.000835685 0.0038419 -0.000725693 -0.00130505 -0.00267538 -0.00227064 -0.00130884 0.00253507 -0.00227655 -0.000606217 -0.00189572 -0.00154963 -0.00210403 0.00539266 -0.00324159 -0.00342039 -0.00327167 -0.00358424 -0.00361175
internal_weight=0 1122 601 2517 1285 652 461 549 357 521 422 1232 633 318 252 286 297 602 439 325 211 315 630 378 192 247
internal_count=3639 1122 601 2517 1285 652 461 549 357 521 422 1232 633 318 252 286 297 602 439 325 211 315 630 378 192 247
is_linear=0
shrinkage=0.0140405


Tree=78
num_leaves=30
num_cat=0
split_feature=9 5 5 1 0 9 5 5 3 9 0 3 5 5 0 5 9 0 9 5 4 5 5 1 1 1 0 0 5
split_gain=110.687 109.479 142.537 37.0083 38.3447 14.764 24.2985 37.6 30.7823 15.0265 6.77055 6.8751 5.00581 3.65994 3.05164 1.8823 1.48812 1.10991 0.861875 0.646223 0.71535 1.79241 0.582201 0.490174 0.1014 0.0779694 0.0663731 0.130797 0.00475209
threshold=1.5385742187500002 8.5000000000000018 17.500000000000004 3.5000000000000004 17.109375000000004 0.83618164062500011 8.5000000000000018 16.500000000000004 1.0000000180025095e-35 1.2373046875000002 21.046875000000004 1.0000000180025095e-35 5.5000000000000009 20.500000000000004 16.750000000000004 12.500000000000002 0.62402343750000011 18.031250000000004 1.0395507812500002 15.500000000000002 1.0000000180025095e-35 7.5000000000000009 4.5000000000000009 11.550781250000002 16.546875000000004 9.0507812500000018 24.750000000000004 21.648437500000004 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=5 12 3 -3 -5 16 10 8 9 15 11 25 14 -4 -2 -8 24 -9 -19 20 21 -18 28 -21 26 -7 27 -1 -12
right_child=1 2 13 4 -6 6 7 17 -10 -11 22 -13 -14 -15 -16 -17 19 18 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0032520026563716722 -0.0022689334351710146 0.02068303562037507 0.0010027620821030814 0.0042541340251590681 0.015548962754002669 -0.002943986998913628 0.0049353340670287961 -0.0030237048980826637 -0.0024500749729786083 0.0099339254441481537 -0.0034856633748409907 0.0015937709521552288 -0.004542258953528432 -0.0026109902315882192 0.00093872694949138447 0.0024839439967214148 -0.0012910107247925413 -0.0024841317505005043 -0.00083834669979304037 -0.002277678783864165 -0.0011751262945278384 -0.0037933146099080077 -0.004787381588660441 -0.0036826369000857069 -0.0030421685776639029 -0.0023862915006705961 -0.0031867472163675144 -0.0039013247161985916 -0.0036040131509017066
leaf_weight=108 137 103 110 105 136 103 124 175 125 111 198 119 108 111 102 123 122 113 141 101 141 105 95 95 133 95 97 141 101
leaf_count=108 137 103 110 105 136 103 124 175 125 111 198 119 108 111 102 123 122 113 141 101 141 105 95 95 133 95 97 141 101
internal_value=0 0.00417382 0.00798616 0.0136387 0.010628 -0.0014928 -0.000655198 0.000861678 0.00354847 0.00564294 -0.0026009 -0.00107341 -0.0020336 -0.00081229 -0.000899974 0.0037146 -0.00279618 -0.00216331 -0.00157053 -0.00230743 -0.00196058 -0.00244846 -0.00382987 -0.00295865 -0.00337166 -0.00267641 -0.00349832 -0.00361969 -0.00352564
internal_weight=0 912 565 344 241 2666 1623 912 483 358 711 317 347 221 239 247 1043 429 254 564 368 227 394 196 479 198 346 249 299
internal_count=3578 912 565 344 241 2666 1623 912 483 358 711 317 347 221 239 247 1043 429 254 564 368 227 394 196 479 198 346 249 299
is_linear=0
shrinkage=0.0140405


Tree=79
num_leaves=28
num_cat=0
split_feature=9 6 9 0 9 6 4 8 9 0 8 1 9 1 1 0 10 0 0 4 0 8 9 9 0 8 1
split_gain=100.021 102.464 44.9698 27.3767 14.9997 27.6898 14.6227 18.4864 13.1845 11.3444 4.44015 3.37568 2.55539 2.34389 2.06839 1.15936 1.04312 1.02388 1.23226 1.40164 1.09754 0.677328 0.411664 0.208984 0.247268 0.140043 0.119337
threshold=1.4077148437500002 1.0000000180025095e-35 2.1982421875000004 16.750000000000004 1.0083007812500002 1.0000000180025095e-35 1.0000000180025095e-35 3.2958984375000004 1.6645507812500002 13.652343750000002 2.8212890625000004 9.6523437500000018 0.67065429687500011 2.1494140625000004 8.2500000000000018 22.953125000000004 0.54785156250000011 15.050781250000002 16.851562500000004 1.0000000180025095e-35 20.851562500000004 2.4316406250000004 1.1313476562500002 0.51391601562500011 23.250000000000004 1.4545898437500002 15.250000000000002
decision_type=2 2 2 2 2 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 13 3 9 12 11 -7 10 -5 -3 -8 -6 23 -2 16 17 -15 -14 -19 -20 -21 -17 -13 26 25 -25 -1
right_child=1 2 -4 8 5 6 7 -9 -10 -11 -12 22 15 14 -16 21 -18 18 19 20 -22 -23 -24 24 -26 -27 -28
leaf_value=-0.0039189240016401783 0.00086132292674003679 0.0054521413875889008 0.015874219210013207 0.0055287138976698276 -0.00086698770331953515 -0.0019197885538690693 -0.00092884058644028252 0.0079242999486766399 0.011936204335869456 -0.00060604400012897715 0.0029738980463324444 -0.0025454273971540027 -0.0026978117807898157 -0.0030320261209916973 -0.0003070884577667014 -0.0019782984542437523 -0.0011888756438080802 -5.5518234777949455e-05 -0.003155042845242173 -0.0021433033515009803 -2.5670552522940825e-05 -0.00353705750701278 -0.0035238619806575913 -0.0030004833999414311 -0.0025805583501695515 -0.0036486798613051428 -0.0032410011201023871
leaf_weight=95 97 118 103 120 182 129 103 126 134 126 130 128 133 161 160 100 97 116 96 96 97 122 251 157 164 113 111
leaf_count=95 97 118 103 120 182 129 103 126 134 126 130 128 133 161 160 100 97 116 96 96 97 122 251 157 164 113 111
internal_value=0 0.00349092 0.00742917 0.00568251 -0.00158053 -0.000311106 0.00213472 0.00359164 0.00890904 0.00232373 0.00124865 -0.00243867 -0.00253169 -0.00110498 -0.00156127 -0.00198123 -0.00233906 -0.00162896 -0.00127795 -0.00176862 -0.001079 -0.00283491 -0.00319341 -0.00318537 -0.00301057 -0.00327177 -0.00355364
internal_weight=0 1116 601 498 2449 1049 488 359 254 244 233 561 1400 515 418 760 258 538 405 289 193 222 379 640 434 270 206
internal_count=3565 1116 601 498 2449 1049 488 359 254 244 233 561 1400 515 418 760 258 538 405 289 193 222 379 640 434 270 206
is_linear=0
shrinkage=0.0140405


Tree=80
num_leaves=26
num_cat=0
split_feature=8 5 5 6 8 5 5 5 5 8 0 5 5 7 8 8 5 5 7 0 0 8 0 0 5
split_gain=86.3988 78.2586 96.2114 18.2835 31.7838 27.8329 31.243 12.6182 8.29319 5.15118 4.921 4.04308 3.37676 3.0206 4.32208 2.85958 1.42066 1.23771 0.91005 0.497425 1.52731 0.256182 0.41678 0.559726 0.244814
threshold=5.0410156250000009 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 2.6845703125000004 8.5000000000000018 15.500000000000002 19.500000000000004 12.500000000000002 1.8208007812500002 18.929687500000004 13.500000000000002 4.5000000000000009 5.5000000000000009 2.6103515625000004 3.6904296875000004 9.5000000000000018 18.500000000000004 5.5000000000000009 21.453125000000004 20.750000000000004 3.8964843750000004 23.148437500000004 24.750000000000004 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 -3 10 9 -6 8 -4 15 18 13 16 -2 14 -1 -7 -11 -16 24 20 -12 22 -21 -24 -5
right_child=1 2 7 4 5 6 -8 -9 -10 11 19 -13 -14 -15 17 -17 -18 -19 -20 21 -22 -23 23 -25 -26
leaf_value=-0.0034429588125646305 -0.00035081610532459903 0.01607361923710228 0.0058234220937935137 -0.0031173503240991781 -0.0030396305445123048 0.0062032112965822277 -0.0012708965154936906 -0.00084562165823794978 0.0035021118344561986 -0.00090893609043392321 -0.003164413729947304 -0.0027846055864082049 -0.0036995712197417378 0.0010868030702279815 0.00042750731084677875 0.0094697859044826724 0.0012170424218076081 -0.0015479235852990678 -0.0021541614859075606 -0.0033989861770552169 -0.00094436357237118814 -0.0034247201608743547 -0.0019115271997601851 -0.0030800535649502443 -0.0040102698407683659
leaf_weight=162 142 177 104 97 160 112 175 121 159 121 157 143 102 98 133 100 127 118 111 175 100 216 148 178 161
leaf_count=162 142 177 104 97 160 112 175 121 159 121 157 143 102 98 133 100 127 118 111 175 100 216 148 178 161
internal_value=0 0.00452194 0.00832922 -0.00114705 -3.4746e-05 0.00211024 0.00361935 0.00223696 0.00592608 -0.00202732 -0.00224513 -0.000904387 -0.00175071 -0.00112925 -0.0016551 0.00774405 0.000179771 -0.000501181 -0.0032172 -0.00283056 -0.00230058 -0.00302053 -0.00284626 -0.00254956 -0.00367456
internal_weight=0 646 402 2951 1466 706 546 225 371 760 1485 391 244 511 413 212 248 251 369 974 257 717 501 326 258
internal_count=3597 646 402 2951 1466 706 546 225 371 760 1485 391 244 511 413 212 248 251 369 974 257 717 501 326 258
is_linear=0
shrinkage=0.0140405


Tree=81
num_leaves=28
num_cat=0
split_feature=9 6 1 6 9 0 7 10 1 1 0 1 9 0 9 0 1 8 4 1 8 9 7 8 7 8 9
split_gain=99.6238 93.5941 55.949 16.5894 26.7624 9.82478 9.59211 5.62218 4.32113 4.3074 4.3617 3.25124 2.92061 4.16485 2.27976 1.92797 2.82443 1.47695 0.978988 0.748571 0.706977 0.588616 0.77766 0.45052 0.277267 0.263125 0.0504844
threshold=1.5336914062500002 1.0000000180025095e-35 2.7500000000000004 1.0000000180025095e-35 0.77783203125000011 16.750000000000004 3.5000000000000004 0.47143554687500006 7.9492187500000009 15.347656250000002 17.515625000000004 11.949218750000002 1.9609375000000002 16.750000000000004 1.1396484375000002 14.750000000000002 6.0996093750000009 3.1708984375000004 1.0000000180025095e-35 10.347656250000002 3.0820312500000004 0.71801757812500011 2.5000000000000004 1.6171875000000002 5.5000000000000009 4.1347656250000009 0.55004882812500011
decision_type=2 2 2 2 2 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 -3 11 18 -4 9 -8 -7 10 -6 15 13 -2 -9 -1 -17 -12 23 -18 21 26 -23 24 -5 -22 -13
right_child=1 2 5 4 6 8 7 14 -10 -11 17 20 -14 -15 -16 16 19 -19 -20 -21 25 22 -24 -25 -26 -27 -28
leaf_value=-0.0029676636308402795 -0.0034284976342390189 0.015860362618123104 0.0029157265167442359 -0.0033826767146362662 0.0042307148156256226 0.0054194135715246545 -0.0024161321286263961 -0.00043568490527317146 0.009511254265699624 0.0047670421119557528 -0.00025257436889037841 -0.0034490761482941922 0.00065165083609193813 -5.5824140949672974e-05 0.0025928293565307182 0.00071018975604196489 -0.0025437752105066827 0.0018321078061877653 -0.0019596366455824346 -0.00096663916822818891 -0.0041954749181830255 -0.0032198041324167205 -0.001581712353117292 -0.0041421196606547016 -0.0024224635961962756 -0.0033384211185369483 -0.0030314923412842498
leaf_weight=161 140 130 188 155 99 107 169 98 97 121 135 128 165 149 98 114 158 133 146 95 104 98 137 97 96 220 103
leaf_count=161 140 130 188 155 99 107 169 98 97 121 135 128 165 149 98 114 158 133 146 95 104 98 137 97 96 220 103
internal_value=0 0.00382345 0.0078783 -0.00141981 -0.000324027 0.00523119 0.00118206 -0.000539524 0.00736504 0.00246972 0.0017123 -0.0025397 -0.000838734 -0.00168965 0.00107857 -0.0016867 -0.00112476 0.000781988 -0.00292462 -0.00195157 -0.0031098 -0.00275957 -0.00226483 -0.00332947 -0.00301542 -0.00361352 -0.00326288
internal_weight=0 976 522 2665 1347 392 853 365 204 488 367 1318 454 289 196 528 367 268 494 253 790 466 235 348 251 324 231
internal_count=3641 976 522 2665 1347 392 853 365 204 488 367 1318 454 289 196 528 367 268 494 253 790 466 235 348 251 324 231
is_linear=0
shrinkage=0.0140405


Tree=82
num_leaves=27
num_cat=0
split_feature=9 6 5 5 9 5 5 4 8 0 9 1 8 9 1 4 1 0 5 7 8 8 9 9 8 8
split_gain=97.0412 73.2049 84.0239 56.2161 30.6815 17.0907 27.9583 48.4761 13.92 9.59367 5.0566 4.94737 4.56321 3.09217 2.68669 1.60977 2.21844 1.46982 1.35452 1.18653 0.715371 0.725714 0.636047 0.184313 0.138063 0.0807446
threshold=1.4677734375000002 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 2.0166015625000004 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 2.2587890625000004 16.750000000000004 1.1269531250000002 6.5507812500000009 6.2441406250000009 1.0541992187500002 8.2500000000000018 1.0000000180025095e-35 13.050781250000002 18.515625000000004 5.5000000000000009 2.5000000000000004 1.9375000000000002 1.3422851562500002 0.88232421875000011 0.88232421875000011 2.8232421875000004 3.1962890625000004
decision_type=2 2 2 2 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 12 -3 4 9 11 7 22 -9 -4 -10 -1 14 20 19 16 -13 -15 24 -2 21 -8 -7 -22 -17 -18
right_child=1 2 3 -5 -6 6 13 8 10 -11 -12 15 -14 17 -16 18 25 -19 -20 -21 23 -23 -24 -25 -26 -27
leaf_value=-0.00056953191657950182 -0.0025412712408864062 -0.0024499291320291281 0.007550997632348031 0.002274018076740358 0.020022351142796112 -0.0033208156447217391 -0.0029732299064442421 0.00048840219280586446 0.0050379126030077768 0.013483366899898029 0.0088279475802809943 -0.00072519610701833853 0.0023658911115772129 -0.0021367574623464675 0.00088726703228111567 -0.0035345101906618698 -0.0028693159212952028 -3.9352684600891105e-05 -0.0049598494561390377 -0.0005962569974468793 -0.0037505376155853197 -0.0014124564036135966 -0.0019004749758034234 -0.0029820107644091317 -0.002887401024379223 -0.0033162429019848502
leaf_weight=178 157 135 109 125 96 167 126 101 175 106 115 100 101 114 105 131 143 156 132 102 111 110 99 138 129 180
leaf_count=178 157 135 109 125 96 167 126 101 175 106 115 100 101 114 105 131 143 156 132 102 111 110 99 138 129 180
internal_value=0 0.00386127 0.00722934 0.0102264 0.0134226 -0.00127876 -0.00028619 0.00183174 0.00497744 0.0104758 0.00654086 -0.00269016 -0.00027458 -0.00212921 -0.00100724 -0.00315331 -0.00255261 -0.000924924 -0.00380152 -0.00177528 -0.00279964 -0.00224575 -0.00279219 -0.00332461 -0.00321344 -0.00311838
internal_weight=0 1036 571 436 311 2405 1412 657 391 215 290 993 465 755 364 815 423 270 392 259 485 236 266 249 260 323
internal_count=3441 1036 571 436 311 2405 1412 657 391 215 290 993 465 755 364 815 423 270 392 259 485 236 266 249 260 323
is_linear=0
shrinkage=0.0140405


Tree=83
num_leaves=27
num_cat=0
split_feature=0 5 5 4 8 8 5 9 0 1 10 8 10 3 0 5 8 9 10 1 5 8 9 9 1 10
split_gain=67.1343 53.9737 97.0944 122.151 68.7637 19.2668 9.31724 6.99897 12.6233 6.75751 4.33647 4.2103 4.80843 4.43778 3.49101 3.32725 2.35223 1.76745 1.62363 1.48085 1.01031 0.298672 0.735728 0.454958 0.212722 0.0825384
threshold=11.250000000000002 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 4.0683593750000009 2.2197265625000004 11.500000000000002 1.1313476562500002 14.601562500000002 7.6503906250000009 0.56054687500000011 5.2050781250000009 0.43652343750000006 1.0000000180025095e-35 17.414062500000004 19.500000000000004 3.3027343750000004 1.1152343750000002 0.47705078125000006 6.8496093750000009 5.5000000000000009 2.1572265625000004 0.63745117187500011 1.0039062500000002 13.050781250000002 0.40747070312500006
decision_type=2 2 2 2 2 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 14 5 -5 -7 18 -9 -6 11 12 19 16 -3 -10 -14 -8 21 -2 24 22 -4 -23 -21 -26
right_child=1 2 7 4 9 6 17 8 15 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 20 -22 23 -24 -25 25 -27
leaf_value=0.0096108938107474437 -0.0016146649289479308 -0.0056766375792586168 -0.0036197741923272644 -0.00094988876871728305 0.015932848572196887 0.008665035667034018 0.0025489561069461115 -0.0039221672728829366 0.0022075439644103799 0.011255752405714831 0.00036820151295806309 -0.0052069394542660274 -0.0034727303811866667 0.00064649457675916187 -0.0023654062634345312 -0.00053109591209058609 -0.0011090339982078377 0.0052433363960483733 -0.0012449391509440706 -0.0025782881860769102 -0.0045252417235808013 -0.0040022258265928791 -0.0019636718258524547 -0.0027964246681438116 -0.0035345709811074998 -0.003108081967814205
leaf_weight=138 98 95 111 108 117 138 97 157 179 127 96 122 165 147 185 171 167 95 99 98 139 161 101 100 175 183
leaf_count=138 98 95 111 108 117 138 97 157 179 127 96 122 165 147 185 171 167 95 99 98 139 161 101 100 175 183
internal_value=0 -0.000377105 0.00107617 0.00431943 0.00752519 0.00419761 0.00588224 -0.00181541 -0.000614294 0.0134985 -0.00251102 -0.00272463 -0.00246623 -0.0013845 -0.00348886 0.000869523 -0.00228376 0.00388211 -0.00288003 -0.00321392 -0.00347733 -0.00322225 -0.00283078 -0.00354023 -0.0031579 -0.00331656
internal_weight=0 3431 2041 962 682 438 330 1079 507 244 1390 1294 1172 479 280 350 332 192 572 693 595 473 212 261 456 358
internal_count=3569 3431 2041 962 682 438 330 1079 507 244 1390 1294 1172 479 280 350 332 192 572 693 595 473 212 261 456 358
is_linear=0
shrinkage=0.0140405


Tree=84
num_leaves=29
num_cat=0
split_feature=6 4 8 8 8 1 9 10 1 9 1 1 9 1 1 1 7 10 1 1 7 7 1 7 9 10 8 8
split_gain=65.4774 88.2837 56.5595 27.5448 19.2061 16.24 7.41851 6.11302 3.20973 3.14287 3.24816 2.76131 3.33645 7.03186 4.6569 3.26136 2.27087 0.917783 0.886986 1.55061 0.864408 0.251174 0.218105 0.205529 0.120299 0.084705 0.0647427 0.0525316
threshold=1.0000000180025095e-35 1.0000000180025095e-35 5.2617187500000009 2.6406250000000004 2.9267578125000004 5.2500000000000009 0.95947265625000011 0.52343750000000011 11.949218750000002 0.69482421875000011 12.949218750000002 16.250000000000004 1.2280273437500002 8.0507812500000018 10.847656250000002 6.0996093750000009 3.5000000000000004 0.47143554687500006 4.2500000000000009 8.2500000000000018 5.5000000000000009 2.5000000000000004 14.550781250000002 1.0000000180025095e-35 1.2236328125000002 0.40039062500000006 1.3593750000000002 2.9560546875000004
decision_type=2 2 2 2 2 2 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 4 3 9 6 -4 20 8 17 -3 -11 12 14 15 -5 -14 -9 18 -1 24 26 23 27 -10 -20 -24 -2 -23
right_child=1 2 5 11 -6 -7 -8 16 21 10 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 22 25 -25 -26 -27 -28 -29
leaf_value=-0.0011297467522160577 -0.003331641881428263 -0.002868701425317068 0.013765922765663911 0.0043401815126549847 -0.0081577494911149479 0.006303872362082367 0.0018408025802314524 -0.0013120049466372123 -0.0029742516009700621 -0.0017364592355682065 0.0017733250897801686 0.0060482836147054426 0.0040631557265971303 0.0063966929759320537 0.00029335865682121977 0.00066231969307425356 0.0012599600393651503 -0.00090048317045090056 -0.0029741307903305629 -0.0013501290024040262 -0.001680221609571422 -0.0029508064809180652 -0.0029289314114428321 -0.003759260210601939 -0.0036788763583968293 -0.0023730597987397409 -0.0028624741500517408 -0.003353473276640291
leaf_weight=127 106 120 114 103 111 116 95 171 102 106 102 97 134 174 123 95 112 165 96 133 140 97 99 185 95 119 128 187
leaf_count=127 106 120 114 103 111 116 95 171 102 106 102 97 134 174 123 95 112 165 96 133 140 97 99 185 95 119 128 187
internal_value=0 0.00164052 0.0036942 0.00231763 -0.00290589 0.0100025 -0.00166291 -0.00217677 -0.00255598 -0.00105924 -1.5315e-05 0.00384327 0.00350323 0.004269 0.00213771 0.00265233 -0.000294125 -0.00179648 -0.00212429 -0.00251413 -0.00255289 -0.00314895 -0.00295953 -0.00348027 -0.00332466 -0.0026255 -0.003075 -0.00321594
internal_weight=0 1864 1284 1054 580 230 469 1688 1405 328 208 726 629 403 226 229 283 616 451 324 374 789 502 287 191 218 234 284
internal_count=3552 1864 1284 1054 580 230 469 1688 1405 328 208 726 629 403 226 229 283 616 451 324 374 789 502 287 191 218 234 284
is_linear=0
shrinkage=0.0140405


Tree=85
num_leaves=29
num_cat=0
split_feature=9 5 5 5 5 3 8 8 10 8 1 10 9 3 1 9 8 9 8 5 7 8 5 8 10 8 7 10
split_gain=64.5285 71.9834 96.6243 17.1615 28.2368 34.9829 23.2754 10.8741 6.48913 6.40908 4.91575 4.13381 3.17591 3.09386 1.94036 2.31543 1.79688 1.7766 2.61744 1.47673 1.42551 1.33301 1.05356 0.676661 0.376161 0.232618 0.113231 0.00727265
threshold=1.6298828125000002 8.5000000000000018 15.500000000000002 7.5000000000000009 16.500000000000004 1.0000000180025095e-35 2.1875000000000004 5.5488281250000009 0.55249023437500011 3.9228515625000004 11.949218750000002 0.45507812500000006 1.9794921875000002 1.0000000180025095e-35 15.750000000000002 1.0327148437500002 5.7539062500000009 1.0541992187500002 3.6513671875000004 5.5000000000000009 5.5000000000000009 1.5292968750000002 18.500000000000004 3.0986328125000004 0.43652343750000006 2.4091796875000004 3.5000000000000004 0.43249511718750006
decision_type=2 2 2 2 2 2 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 8 12 10 5 6 -5 -4 16 14 13 21 -3 23 15 -8 -2 20 -19 24 22 -7 -6 -1 26 -24 -12 -28
right_child=1 2 7 4 17 11 9 -9 -10 -11 19 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 25 -25 -26 -27 27 -29
leaf_value=-0.0032785642859460323 -0.0022003015190131124 0.011958360563485867 -0.0018045631857431777 -0.0016654237436511423 -0.0045099111412113249 -0.00243087324639172 0.0015148968885392638 0.0037515050296653999 0.00088069905868043907 0.0076678919643302177 -0.0035730798906390107 -0.00040852688770438996 0.015316919204299805 -5.4150714343623304e-05 0.0055571415667401789 0.0042641792622993531 -0.0048097070975214023 -0.00046420282988869367 -0.0032706701637720687 -0.0048911268813400148 -0.0014453811644624022 -0.0046955126799105018 -0.0031620877768025329 -0.0017900622738478058 -0.0023332072308282856 -0.0022818644158752303 -0.0029978705697854707 -0.0031469990697559412
leaf_weight=110 115 128 135 143 104 101 97 143 106 116 147 134 98 185 97 160 95 180 103 105 103 104 157 133 109 95 105 167
leaf_count=110 115 128 135 143 104 101 97 143 106 116 147 134 98 185 97 160 95 180 103 105 103 104 157 133 109 95 105 167
internal_value=0 0.00330241 0.00659638 -0.00118431 -0.00030731 0.00129305 0.00329458 0.00105341 -0.00195127 0.00480368 -0.00258454 -0.00232624 0.0134147 -0.00142229 0.00386513 0.00322651 -0.00338075 -0.0023606 -0.00148564 -0.00337039 -0.00290007 -0.00357976 -0.00332094 -0.00246387 -0.00306797 -0.00283026 -0.00325911 -0.00308943
internal_weight=0 820 504 2755 1694 952 613 278 316 470 1061 339 226 428 354 257 210 742 283 633 459 205 356 243 528 252 419 272
internal_count=3575 820 504 2755 1694 952 613 278 316 470 1061 339 226 428 354 257 210 742 283 633 459 205 356 243 528 252 419 272
is_linear=0
shrinkage=0.0140405


Tree=86
num_leaves=30
num_cat=0
split_feature=5 5 4 9 1 9 5 9 1 9 5 4 1 5 7 5 5 9 9 3 1 1 7 10 1 9 10 9 7
split_gain=61.166 99.8304 161.943 62.684 14.1191 13.4312 8.09696 6.25807 5.64751 3.31573 2.65917 7.20258 2.36074 1.88018 3.91608 2.15778 1.87713 1.8201 0.855433 0.784279 0.728623 0.72077 0.675765 0.554684 0.46978 0.43903 0.390982 0.0997339 0.125908
threshold=8.5000000000000018 15.500000000000002 1.0000000180025095e-35 1.6298828125000002 5.4492187500000009 1.8798828125000002 12.500000000000002 1.0917968750000002 1.2500000000000002 1.0190429687500002 5.5000000000000009 1.0000000180025095e-35 11.949218750000002 17.500000000000004 3.5000000000000004 18.500000000000004 20.500000000000004 1.0566406250000002 1.0136718750000002 1.0000000180025095e-35 12.675781250000002 8.2500000000000018 2.5000000000000004 0.43652343750000006 9.4492187500000018 0.68261718750000011 0.42553710937500006 0.77099609375000011 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=8 2 9 6 -5 13 7 -4 -1 25 12 -12 18 14 -3 -15 17 -17 -10 24 -8 22 -20 27 -18 -2 -13 -14 -29
right_child=1 5 3 4 -6 -7 20 -9 10 -11 11 26 23 15 -16 16 19 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 28 -30
leaf_value=0.00087533419239924049 -0.0032267855813706793 0.00033466552705604968 0.0046849979805613628 0.018447624843576108 0.011493278763135514 0.0025026520945884774 0.0022766752267499462 0.009259224034840214 -0.0024978537076840485 -0.0058084745504012499 -0.00091805883603141838 -0.00558977493603517 -0.0027880985364358559 -0.0041416081161598662 -0.0033132816422553773 -0.0024372608362594706 -0.0039149573702246775 9.4904708063295318e-05 -0.0023317161364482105 -0.0018327775603759313 0.0040022676288702409 -8.6468005538611561e-05 -0.00079240394273897945 -0.0020413039462913434 -0.0026805476346493311 -0.0019728055243518378 -0.0044937856954344177 -0.0036995807777428242 -0.0030750384075488644
leaf_weight=96 129 149 115 95 146 140 95 121 121 96 132 105 108 131 95 109 108 115 110 119 98 95 115 115 139 96 165 97 185
leaf_count=96 129 149 115 95 146 140 95 121 121 96 132 105 108 131 95 109 108 115 110 119 98 95 115 115 139 96 165 97 185
internal_value=0 0.00134046 0.00457612 0.00850476 0.0142346 -0.00156139 0.00528589 0.00703026 -0.00241498 -0.00362386 -0.0026493 -0.00360593 -0.00224279 -0.00215099 -0.00108564 -0.00251153 -0.00214959 -0.00113727 -0.00149222 -0.00276916 0.00315288 -0.00111197 -0.00154496 -0.00289823 -0.00322029 -0.00269175 -0.00492 -0.00315091 -0.00328986
internal_weight=0 2096 991 670 241 1105 429 236 1444 321 1348 402 946 965 244 721 590 224 441 366 193 320 225 505 247 225 270 390 282
internal_count=3540 2096 991 670 241 1105 429 236 1444 321 1348 402 946 965 244 721 590 224 441 366 193 320 225 505 247 225 270 390 282
is_linear=0
shrinkage=0.0140405


Tree=87
num_leaves=29
num_cat=0
split_feature=8 5 5 6 8 5 4 5 8 8 0 5 5 10 7 5 8 3 7 0 0 10 0 8 0 5 5 8
split_gain=67.2792 67.6864 88.9862 19.2282 24.4887 22.7257 24.8983 32.2867 12.1412 8.52696 8.20343 4.24349 3.75182 3.73298 3.5078 2.47348 2.37188 3.86048 1.34125 1.28966 0.979302 0.665345 0.438333 0.729429 0.318308 0.0920756 0.132641 0.0395534
threshold=4.6718750000000009 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 1.9375000000000002 8.5000000000000018 1.0000000180025095e-35 14.500000000000002 2.7890625000000004 5.5156250000000009 14.601562500000002 16.500000000000004 11.500000000000002 0.44360351562500006 2.5000000000000004 4.5000000000000009 4.0253906250000009 1.0000000180025095e-35 5.5000000000000009 18.414062500000004 17.734375000000004 0.40991210937500006 18.625000000000004 1.3007812500000002 24.351562500000004 20.500000000000004 2.5000000000000004 3.8505859375000004
decision_type=2 2 2 2 2 2 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 15 10 13 18 14 -7 8 -8 -4 -3 -9 -10 20 -6 -2 17 19 22 -15 21 -1 -5 -24 25 26 27 -22
right_child=1 2 9 4 5 6 7 11 12 -11 -12 -13 -14 16 -16 -17 -18 -19 -20 -21 24 -23 23 -25 -26 -27 -28 -29
leaf_value=-0.00092508907533308214 -0.00043721285263209012 0.010904376799884138 -0.001551056307035099 -0.0036861279466946948 -0.0044607928609406234 -0.0020571999777631864 0.0035735719380579653 0.0020442646439601396 0.011042923317580867 0.0038061890975531138 0.016422617806800151 -0.0016378778060580175 0.0072091576860974392 -0.0038254947104245153 -0.00083812955507159498 -0.0031356212913429124 0.0007744486273622745 0.00016983786790032899 -0.001332093667040181 -0.0018215586841415813 -0.0033840677434559307 -0.0025699443683404573 -0.0034232392774846427 -0.0017357148456587966 -0.0023632009125577735 -0.0034357462272578674 -0.00264475788780407 -0.0030290768363940286
leaf_weight=95 147 101 111 111 102 173 135 120 95 124 112 127 107 108 109 123 102 151 142 153 99 99 102 100 169 105 155 165
leaf_count=95 147 101 111 111 102 173 135 120 95 124 112 127 107 108 109 123 102 151 142 153 99 99 102 100 169 105 155 165
internal_value=0 0.00388652 0.0072332 -0.000926889 0.000222684 0.00148547 0.00262126 0.00400718 0.0068335 0.00127575 0.013806 0.000151017 0.00901217 -0.00209451 -0.00258937 -0.00166649 -0.00114244 -0.00161701 -0.00246387 -0.00265077 -0.00264622 -0.00176447 -0.00297732 -0.00258783 -0.00289306 -0.00306395 -0.00297078 -0.0031622
internal_weight=0 718 448 2824 1423 968 757 584 337 235 213 247 202 1401 211 270 514 412 455 261 887 194 313 202 693 524 419 264
internal_count=3542 718 448 2824 1423 968 757 584 337 235 213 247 202 1401 211 270 514 412 455 261 887 194 313 202 693 524 419 264
is_linear=0
shrinkage=0.0140405


Tree=88
num_leaves=27
num_cat=0
split_feature=9 5 5 9 9 5 5 7 5 5 1 9 9 7 1 1 7 9 1 5 9 9 9 1 9 0
split_gain=86.4839 61.697 127.157 28.3961 11.6741 17.0204 27.2742 18.9914 7.5031 7.28611 3.71397 3.40641 2.84909 3.34206 2.30798 1.63956 1.53609 1.1561 0.871489 0.514511 0.71097 0.283648 0.113631 0.0936977 0.0863383 0.0408012
threshold=1.4907226562500002 8.5000000000000018 15.500000000000002 1.8500976562500002 0.81982421875000011 7.5000000000000009 15.500000000000002 3.5000000000000004 17.500000000000004 5.5000000000000009 6.5507812500000009 1.1396484375000002 1.0668945312500002 1.5000000000000002 7.3496093750000009 11.250000000000002 3.5000000000000004 1.9721679687500002 9.2500000000000018 12.500000000000002 0.64916992187500011 1.1723632812500002 0.63159179687500011 11.449218750000002 0.51977539062500011 23.953125000000004
decision_type=2 2 2 2 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 9 3 -3 15 10 7 11 -4 17 -6 -7 23 -14 -10 18 21 -2 -1 20 25 -12 24 -8 -21 -17
right_child=1 2 8 -5 5 6 12 -9 14 -11 16 -13 13 -15 -16 19 -18 -19 -20 22 -22 -23 -24 -25 -26 -27
leaf_value=-0.0022771725982382099 -0.00038959708888205101 0.0089345182643695946 0.0034499700258703407 0.017614213415651704 -0.00023562410003012427 0.0037492934072656274 -0.0028277664223600898 -0.0011050537412003213 -0.0024339381775009624 -0.003837269981037927 -0.0034986754994924471 0.0067601023855388036 0.001193504529289572 -0.002033284147936605 0.00037679515982787595 -0.0028854895627934284 -0.0023268826759398546 0.0015568721851190411 -0.00065399284302221719 -0.0034617252615623414 -0.0017440587472062953 -0.0045237254656926235 -0.0037188004487896569 -0.003449732295059032 -0.0028722345719660544 -0.0032420063585137859
leaf_weight=184 164 170 95 132 112 174 96 148 134 122 121 129 97 182 101 149 246 95 101 100 124 95 122 95 96 110
leaf_count=184 164 170 95 132 112 174 96 148 134 122 121 129 97 182 101 149 246 95 101 100 124 95 122 95 96 110
internal_value=0 0.00345455 0.00614494 0.0127283 -0.00141393 -0.000631767 0.000550928 0.00301748 0.000120169 -0.00100824 -0.00252944 0.00503112 -0.00181591 -0.000911426 -0.00122592 -0.00259987 -0.00308551 0.000324359 -0.00170194 -0.00296494 -0.00261833 -0.00394951 -0.00338239 -0.00313712 -0.003173 -0.00303691
internal_weight=0 1013 632 302 2481 1495 921 451 330 381 574 303 470 279 235 986 462 259 285 701 383 216 318 191 196 259
internal_count=3494 1013 632 302 2481 1495 921 451 330 381 574 303 470 279 235 986 462 259 285 701 383 216 318 191 196 259
is_linear=0
shrinkage=0.0140405


Tree=89
num_leaves=29
num_cat=0
split_feature=9 5 5 1 0 6 9 5 7 5 9 5 5 7 1 0 0 5 0 9 3 1 3 0 7 0 0 9
split_gain=85.2589 90.1211 96.6439 44.922 18.1781 16.6167 22.6405 19.9366 16.6327 14.3355 5.23877 4.42391 6.84539 8.51618 3.75662 1.51157 3.67241 1.38791 0.930551 0.67196 0.624996 0.340082 0.701045 0.130296 0.119867 0.271208 0.113988 0.0333214
threshold=1.5502929687500002 8.5000000000000018 17.500000000000004 2.7500000000000004 17.109375000000004 1.0000000180025095e-35 1.0859375000000002 8.5000000000000018 3.5000000000000004 12.500000000000002 0.75537109375000011 8.5000000000000018 14.500000000000002 3.5000000000000004 5.3496093750000009 14.847656250000002 18.031250000000004 20.500000000000004 16.046875000000004 0.58496093750000011 1.0000000180025095e-35 13.050781250000002 1.0000000180025095e-35 20.046875000000004 2.5000000000000004 23.851562500000004 23.648437500000004 1.2578125000000002
decision_type=2 2 2 2 2 2 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 15 3 -3 -5 14 10 -8 9 -9 19 -12 13 -13 -1 -2 -17 -4 -16 -7 -21 22 23 -20 26 -26 -23 -27
right_child=1 2 17 4 -6 6 7 8 -10 -11 11 12 -14 -15 18 16 -18 -19 21 20 -22 24 -24 -25 25 27 -28 -29
leaf_value=-0.00040461756489562287 -0.00090934586951766109 0.019522021830054224 0.0011512583205597834 0.0048193024648840481 0.012440320315684011 -0.0030583881372716021 -0.002429290808296018 0.010181924116092237 -0.00028147980719467905 0.0032044070263878744 -0.0027700142536435852 0.005230023971125492 -0.0018544461255188636 -0.00069956399218198148 -0.0014523902495679924 -0.004803019364108878 -0.00094892488829357712 -0.0010219787941656466 -0.0032371661515063644 -0.0012413662956048913 -0.0025876876234762697 -0.0035145864796111304 -0.0015614710190004423 -0.0025202799786045241 -0.0023479242439787889 -0.0032195490466049304 -0.0028517836288762728 -0.0029171094216766092
leaf_weight=180 134 104 120 127 120 191 124 103 114 133 106 95 138 96 126 96 99 112 102 125 149 107 130 98 172 129 98 162
leaf_count=180 134 104 120 127 120 191 124 103 114 133 106 95 138 96 126 96 99 112 102 125 149 107 130 98 172 129 98 162
internal_value=0 0.00381796 0.00713357 0.0117811 0.00852182 -0.0011525 -7.50551e-05 0.00240845 0.00412239 0.00624968 -0.00138303 -0.000275496 0.000528208 0.00224971 -0.00228779 -0.0020574 -0.00284633 0.000102109 -0.00258936 -0.00241911 -0.00197349 -0.00273291 -0.00236415 -0.00288589 -0.00291508 -0.00278993 -0.00319773 -0.00305118
internal_weight=0 912 583 351 247 2678 1374 474 350 236 900 435 329 191 1304 329 195 232 1124 465 274 998 330 200 668 463 205 291
internal_count=3590 912 583 351 247 2678 1374 474 350 236 900 435 329 191 1304 329 195 232 1124 465 274 998 330 200 668 463 205 291
is_linear=0
shrinkage=0.0140405


Tree=90
num_leaves=29
num_cat=0
split_feature=9 5 5 9 5 5 7 8 7 5 1 9 7 9 5 5 3 1 8 9 7 8 1 8 5 1 1 9
split_gain=55.6802 57.7499 130.814 16.1273 24.1756 31.5824 19.8806 14.5669 4.29258 3.78162 3.65783 3.53069 2.52621 2.33019 2.13282 6.08024 8.4722 8.87987 2.0114 1.72684 1.11831 1.10401 1.07618 0.632541 0.336215 0.151286 0.084996 0.0192885
threshold=1.5976562500000002 8.5000000000000018 16.500000000000004 1.0351562500000002 8.5000000000000018 15.500000000000002 3.5000000000000004 5.9238281250000009 1.5000000000000002 5.5000000000000009 12.050781250000002 1.2470703125000002 3.5000000000000004 0.60742187500000011 15.500000000000002 8.5000000000000018 1.0000000180025095e-35 12.949218750000002 1.9262695312500002 1.9047851562500002 3.5000000000000004 3.0986328125000004 5.2500000000000009 2.1064453125000004 4.5000000000000009 16.453125000000004 13.949218750000002 0.92138671875000011
decision_type=2 2 2 2 2 2 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 7 13 10 6 11 -3 -7 22 12 -6 -5 25 15 18 17 -17 -15 -4 -12 -10 -2 -16 -20 26 -1 -25
right_child=1 2 19 4 5 8 -8 -9 21 -11 20 -13 -14 14 23 16 -18 -19 24 -21 -22 -23 -24 27 -26 -27 -28 -29
leaf_value=-0.0029009171838310661 0.0003403517084181447 0.0097865179722763148 -0.0025462837824517066 -0.0022697215596887261 0.0057306995104136312 0.0012789846562680884 -2.5026756582859643e-05 0.016321447492268486 -0.00095814432980137975 -0.0039384070360391011 -0.0043869462941443383 0.0093464295477978122 0.00055554166174345235 -0.0010974446568172609 -0.0020051781789540849 -0.00099757308206147076 -0.00280822119231889 0.0050105428787490134 -0.0027078606289463844 -0.00023165036077483581 -0.0025691171334597603 -0.0028225198296526863 -0.001690166837020347 -0.0032958566382875767 -0.0037196597585135442 -0.0026156918385623171 -0.0033876454729060111 -0.0030172720778687732
leaf_weight=139 100 173 142 135 108 114 102 110 112 109 112 105 116 143 180 98 117 96 142 115 165 142 106 99 119 167 144 97
leaf_count=139 100 173 142 135 108 114 102 110 112 109 112 105 116 143 180 98 117 96 142 115 165 142 106 99 119 167 144 97
internal_value=0 0.00295416 0.00574114 -0.00114787 6.45915e-05 0.00180883 0.00507218 0.0123266 -0.000984526 -0.00182352 -0.00219169 0.0075131 -0.000964022 -0.00210069 -0.00175005 -0.00129986 0.000175846 0.00197552 -0.00243587 -0.00151055 -0.00330412 -0.00200043 -0.000704478 -0.00260611 -0.00316918 -0.00295082 -0.00314858 -0.00315799
internal_weight=0 855 540 2752 1211 683 315 283 368 315 528 213 251 1541 1091 715 311 194 404 257 277 254 206 376 261 450 283 196
internal_count=3607 855 540 2752 1211 683 315 283 368 315 528 213 251 1541 1091 715 311 194 404 257 277 254 206 376 261 450 283 196
is_linear=0
shrinkage=0.0140405


Tree=91
num_leaves=27
num_cat=0
split_feature=0 5 4 5 8 8 8 8 5 5 0 1 0 4 5 8 5 1 8 8 1 1 0 0 0 5
split_gain=77.0542 52.4353 78.0963 142.595 50.318 18.4299 9.02297 8.24415 7.56742 6.4614 3.64349 3.53443 5.379 2.84142 1.97694 1.83023 1.38069 1.1113 1.27586 1.08541 1.06642 0.999449 0.668215 0.0854532 0.0449837 0.0323656
threshold=11.250000000000002 8.5000000000000018 1.0000000180025095e-35 15.500000000000002 5.4785156250000009 2.5468750000000004 3.4570312500000004 3.1787109375000004 18.500000000000004 13.500000000000002 17.625000000000004 13.050781250000002 12.750000000000002 1.0000000180025095e-35 4.5000000000000009 1.6171875000000002 5.5000000000000009 13.050781250000002 1.7651367187500002 2.8828125000000004 8.0507812500000018 6.8496093750000009 22.046875000000004 23.750000000000004 24.546875000000004 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 7 4 5 -4 19 17 -8 10 -7 12 -2 15 20 -14 23 18 -3 22 -15 -10 -5 -13 -25 -19
right_child=1 2 3 6 -6 9 8 -9 21 -11 -12 16 13 14 -16 -17 -18 25 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.010197940763082489 -0.0046890433690217007 -0.0024144774771439311 0.0016712363343479809 -0.0038009046554619719 0.016852055478688479 0.010835944504285966 0.0032991100146020158 -0.0065886410668341737 0.00020803502744961289 0.0050647857700663601 0.0076000449765673802 -0.0024436178798904916 -0.0013795845367801085 -0.0018286199542806008 -0.0029989481523578269 0.0011123866874141715 -0.0043276106046641442 -0.0030724694370983432 -0.00068261691600070252 -0.0013880386546257951 -1.8335801243835491e-05 -0.0015560753327473942 -0.0023659385594730848 -0.0029807668278524716 -0.0026078764995187231 -0.0027271137192006229
leaf_weight=149 100 180 132 111 105 112 132 95 108 128 177 152 102 158 180 135 137 108 157 126 108 153 151 190 96 106
leaf_count=149 100 180 132 111 105 112 132 95 108 128 177 152 102 158 180 135 137 108 157 126 108 153 151 190 96 106
internal_value=0 -0.000115371 0.00128516 0.00311012 0.00794678 0.00624359 -0.00094005 -0.00276873 0.000559468 0.00769095 0.0088541 -0.00226154 -0.00164772 -0.00120243 -0.00186258 3.98927e-05 -0.00309742 -0.00211012 -0.00160765 -0.00245889 -0.00109362 -0.000826099 -0.00297388 -0.00271263 -0.0028556 -0.00290141
internal_weight=0 3439 2081 1435 654 549 781 646 393 417 289 1358 783 683 446 237 575 551 337 388 266 261 262 438 286 214
internal_count=3588 3439 2081 1435 654 549 781 646 393 417 289 1358 783 683 446 237 575 551 337 388 266 261 262 438 286 214
is_linear=0
shrinkage=0.0140405


Tree=92
num_leaves=30
num_cat=0
split_feature=9 6 1 0 6 9 0 3 1 8 10 10 9 0 3 10 8 9 10 1 0 10 10 10 9 8 9 9 8
split_gain=44.813 21.1017 20.9986 33.3095 10.6246 17.621 6.47494 5.14314 4.00343 3.90353 2.98358 2.75934 2.75522 5.1039 1.81772 4.36531 1.77379 1.47674 1.29173 1.18233 0.627989 0.504437 0.269431 0.235341 0.219477 0.179137 0.415978 0.151577 0.0718294
threshold=1.6591796875000002 1.0000000180025095e-35 1.6499023437500002 17.109375000000004 1.0000000180025095e-35 1.0859375000000002 14.000000000000002 1.0000000180025095e-35 13.050781250000002 2.4501953125000004 0.41650390625000006 0.48339843750000006 2.1289062500000004 16.851562500000004 1.0000000180025095e-35 0.45507812500000006 4.0488281250000009 0.72387695312500011 0.48339843750000006 10.449218750000002 22.250000000000004 0.43750000000000006 0.40991210937500006 0.39648437500000006 0.50927734375000011 3.6298828125000004 0.73559570312500011 0.75537109375000011 1.0996093750000002
decision_type=2 2 2 2 2 2 2 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 12 -3 6 8 9 -4 11 14 17 -11 16 13 -2 18 -16 20 24 21 -19 -7 22 -1 27 -6 26 -25 -10 -26
right_child=1 2 3 -5 5 7 -8 -9 23 10 -12 -13 -14 -15 15 -17 -18 19 -20 -21 -22 -23 -24 25 28 -27 -28 -29 -30
leaf_value=-0.0012244033862774902 -0.002408074742122538 0.010471261210105996 0.0024423342819652155 0.008953626176399403 -0.0031623957002188136 0.0030465677316827179 -0.0024871775421028012 -0.001145364318401761 -0.0027641686383445426 0.0012611737310419138 -0.0017144024944494652 0.00072687920957696293 0.0021072729606809808 0.0017963065860153058 -0.0020440840519199747 0.0013407910462193552 0.0045182837995959343 -0.0021507412270144483 -0.0030304727205966372 -0.00022271081600229735 0.0014780810378919825 -0.00049832720354001765 -0.0022655426124629065 -0.0029723394910831564 -0.0020948864293331079 -0.0029362310032574157 -0.0018012382596965574 -0.0034811963831685301 -0.0025606346726312658
leaf_weight=98 142 99 96 122 100 107 116 101 111 152 118 141 95 95 157 144 111 129 128 122 95 95 98 110 100 165 131 122 188
leaf_count=98 142 99 96 122 100 107 116 101 111 152 118 141 95 95 157 144 111 129 128 122 95 95 98 110 100 165 131 122 188
internal_value=0 0.00275012 0.00479203 0.00310866 -0.00108099 -0.000251098 -0.000254946 0.00172025 -0.001975 -0.00145472 -3.92633e-05 0.00235775 8.70284e-05 -0.000722774 -0.00125709 -0.000424742 0.00309243 -0.00205281 -0.00185503 -0.00121361 0.00230891 -0.00133799 -0.00174497 -0.00278392 -0.00259569 -0.0025798 -0.00233577 -0.00313961 -0.00239892
internal_weight=0 765 433 334 2823 1464 212 555 1359 909 270 454 332 237 720 301 313 639 419 251 202 291 196 639 388 406 241 233 288
internal_count=3588 765 433 334 2823 1464 212 555 1359 909 270 454 332 237 720 301 313 639 419 251 202 291 196 639 388 406 241 233 288
is_linear=0
shrinkage=0.0140405


Tree=93
num_leaves=29
num_cat=0
split_feature=0 3 9 10 0 9 10 9 9 9 9 1 1 7 9 1 7 9 10 1 7 1 0 0 7 9 1 1
split_gain=51.9913 27.9574 22.5224 12.2746 10.8542 5.59603 5.34046 6.21015 5.01919 4.48621 3.17893 3.5181 2.70455 3.47315 3.33103 5.26923 1.80682 1.4316 2.13889 2.34238 0.989947 0.726961 1.41644 0.541961 0.419531 0.304366 0.0719058 0.0639027
threshold=11.250000000000002 1.0000000180025095e-35 1.0961914062500002 0.51660156250000011 12.750000000000002 1.2495117187500002 0.55810546875000011 2.0332031250000004 2.0703125000000004 1.7690429687500002 0.65405273437500011 12.949218750000002 15.949218750000002 1.0000000180025095e-35 1.3969726562500002 8.8476562500000018 1.5000000000000002 0.68261718750000011 0.40747070312500006 7.0507812500000009 2.5000000000000004 7.8496093750000009 21.148437500000004 23.453125000000004 5.5000000000000009 1.8798828125000002 13.550781250000002 13.347656250000002
decision_type=2 2 2 2 2 2 2 2 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 -4 17 8 -8 9 12 -2 21 13 -6 20 -16 -13 24 -19 -20 -15 -12 -23 -18 26 -11 -3 -26
right_child=1 3 4 -5 6 -7 7 -9 -10 25 11 16 -14 14 15 -17 23 18 19 -21 -22 22 -24 -25 27 -27 -28 -29
leaf_value=0.0078071938576547081 -0.0029516767915949973 -0.0034104369737033451 -0.0023274195765044009 0.0018622985494447324 0.0028256837229297779 -0.0046985144628282297 0.0018947527459237214 0.0065806235348079651 -0.0015833842386048227 0.0031569568150702034 -0.0010845206327786817 0.0013455494035469401 0.003253881193561558 -0.0016581165512515427 -7.1373266948826728e-05 0.0039501055000779337 -0.00010023168777399537 -0.0031087307580396997 -0.0020528768264144043 0.0009484466270868006 0.00011363604507054985 -0.0036149380131084916 -0.0013392188661386481 -0.0014537549070969072 -0.0019957092379665332 0.0042750644478161976 -0.0029164307818934487 -0.0025093527483993749
leaf_weight=158 182 105 131 125 155 235 133 96 95 95 138 138 122 120 163 106 138 106 110 96 129 100 117 101 96 97 130 95
leaf_count=158 182 105 131 125 155 235 133 96 95 95 138 138 122 120 163 106 138 106 110 96 129 100 117 101 96 97 130 95
internal_value=0 -0.000429112 0.000433239 -0.00227947 0.00152617 -0.00281156 0.00191124 0.00385914 0.00149897 0.00179565 -0.00129106 -0.000878172 0.00133046 0.000981788 0.000430043 0.0015133 6.63782e-05 -0.0022107 -0.00148811 -0.000654202 -0.000740221 -0.00188126 -0.00238794 -0.000672223 -0.00273993 0.00372183 -0.00313716 -0.00225119
internal_weight=0 3454 2356 1098 1442 973 1311 229 1082 987 914 732 795 673 518 269 377 738 312 206 249 355 217 239 426 192 235 191
internal_count=3612 3454 2356 1098 1442 973 1311 229 1082 987 914 732 795 673 518 269 377 738 312 206 249 355 217 239 426 192 235 191
is_linear=0
shrinkage=0.0140405


Tree=94
num_leaves=27
num_cat=0
split_feature=8 5 5 6 8 5 5 7 0 10 5 0 8 4 0 8 10 0 7 0 7 0 5 10 0 3
split_gain=71.8199 86.6398 57.2001 16.8391 24.0163 25.4031 31.6707 15.6866 5.3895 4.80115 2.93788 2.86286 2.75928 2.31509 2.45972 1.51901 1.43366 1.06506 0.953858 0.860669 0.69118 0.287804 0.199229 0.0948779 0.065428 0.0255768
threshold=5.1464843750000009 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 2.2197265625000004 8.5000000000000018 15.500000000000002 3.5000000000000004 17.515625000000004 0.44042968750000006 3.5000000000000004 21.046875000000004 3.3027343750000004 1.0000000180025095e-35 17.031250000000004 1.4545898437500002 0.46655273437500006 17.414062500000004 2.5000000000000004 15.449218750000002 5.5000000000000009 21.851562500000004 19.500000000000004 0.40405273437500006 24.351562500000004 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
left_child=3 10 -3 9 15 8 7 12 -6 17 -2 13 -7 -11 -15 20 -17 19 -8 -1 23 -19 24 -5 25 -23
right_child=1 2 -4 4 5 6 18 -9 -10 11 -12 -13 -14 14 -16 16 -18 21 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=-0.00247148962735102 -0.00044734889952057329 0.014588393288950799 0.0033470112895371169 -0.0034611509780308244 0.00045256772475898689 0.0053498336272856505 -0.00058974003893819756 0.001420579498557323 -0.0037604465690592804 0.00093416689726590822 -0.0035979539483640653 -0.0025675136998625551 0.0079773481813386476 -0.0026925529126754257 9.6646086866823396e-05 -0.0019952439728012448 6.5162593147546877e-05 -0.0032507135098952329 -0.0024779804962425222 -0.00063708042565972171 -0.0017326251057840983 -0.0030281247558292482 -0.0021055427372843618 -0.0028561660621156939 -0.002462893476150493 -0.0027549252591022992
leaf_weight=105 111 176 181 97 96 142 107 160 159 179 123 145 177 113 139 185 104 169 104 97 103 101 129 108 124 204
leaf_count=105 111 176 181 97 96 142 107 160 159 179 123 145 177 113 139 185 104 169 104 97 103 101 129 108 124 204
internal_value=0 0.00453665 0.00888898 -0.000811536 0.000219638 0.00161236 0.00301181 0.00500827 -0.00217437 -0.00186806 -0.00210344 -0.000860935 0.00680773 -0.000286795 -0.00115407 -0.00198493 -0.00125378 -0.0024925 -0.00152044 -0.00159061 -0.00267097 -0.00274309 -0.00258935 -0.00314243 -0.00273483 -0.00284539
internal_weight=0 591 357 3047 1542 945 690 479 255 1505 234 576 319 431 252 597 289 929 211 202 308 727 558 205 429 305
internal_count=3638 591 357 3047 1542 945 690 479 255 1505 234 576 319 431 252 597 289 929 211 202 308 727 558 205 429 305
is_linear=0
shrinkage=0.0140405


Tree=95
num_leaves=27
num_cat=0
split_feature=9 5 5 5 5 4 9 5 8 9 7 5 9 8 7 9 8 5 9 7 7 9 5 7 9 9
split_gain=70.5984 50.1283 72.8862 17.9218 48.0847 58.0323 21.9965 11.9236 7.01226 2.98483 2.66724 2.19824 1.94913 4.98991 1.60678 1.40273 2.21515 1.24687 0.998016 0.995746 0.788458 0.731925 0.355973 0.339963 0.085311 0.000745226
threshold=1.7143554687500002 8.5000000000000018 14.500000000000002 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 1.2495117187500002 19.500000000000004 2.2197265625000004 2.1289062500000004 3.5000000000000004 5.5000000000000009 1.0166015625000002 4.1093750000000009 1.5000000000000002 1.0112304687500002 3.7333984375000004 12.500000000000002 1.1723632812500002 5.5000000000000009 5.5000000000000009 0.81982421875000011 18.500000000000004 3.5000000000000004 0.64916992187500011 1.0942382812500002
decision_type=2 2 2 2 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 -3 10 5 21 8 -4 -7 -2 11 14 19 -14 -1 20 18 -10 -17 24 22 -5 -6 -24 -12 -13
right_child=1 2 7 4 15 6 -8 -9 17 -11 12 25 13 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=-0.0014405533321038939 -0.0017512948199663587 0.014306372628784675 0.0051449895872552158 -0.0028655653072993913 -0.0037146890890411891 0.0002888736364443538 0.0096853238981559914 -0.00082894506118733372 0.0056903679092768422 0.0013029863455114273 -0.0026347353696629964 -0.0041671882078057575 0.0012995253808219312 -0.0023653978272754474 -0.0033461278800873797 -0.0017369512829883997 -0.0029964893268912365 0.0036095199235150928 -9.7295173008911297e-05 -0.0013396928187830229 -0.0017351042158466211 -0.0014371659995614061 -0.0021918921339236833 -0.0032992142698395565 -0.0031829458028110329 -0.0042228016911275658
leaf_weight=189 177 166 146 189 122 100 164 120 125 98 109 95 127 173 162 151 160 104 142 122 109 113 105 114 115 95
leaf_count=189 177 166 146 189 122 100 164 120 125 98 109 95 127 173 162 151 160 104 142 122 109 113 105 114 115 95
internal_value=0 0.00402301 0.00700591 -0.000927683 -2.43606e-06 0.00251569 0.00548472 0.00244998 0.0033908 -0.00066286 -0.00225125 -0.00297853 -0.00164217 -0.000813914 -0.00232005 -0.00221939 -0.00166785 0.00474535 -0.000942306 -0.00236031 -0.00277462 -0.0023311 -0.00310689 -0.00276831 -0.00291618 -0.00419499
internal_weight=0 707 432 2885 1698 795 493 266 329 275 1187 541 646 300 351 903 453 229 293 346 450 302 341 219 224 190
internal_count=3592 707 432 2885 1698 795 493 266 329 275 1187 541 646 300 351 903 453 229 293 346 450 302 341 219 224 190
is_linear=0
shrinkage=0.0140405


Tree=96
num_leaves=26
num_cat=0
split_feature=9 6 9 7 8 1 9 6 10 10 8 10 1 8 8 7 1 8 6 1 7 9 10 9 7
split_gain=52.936 32.0717 19.75 13.4465 11.5655 8.35509 6.17254 12.4628 5.06368 4.61817 4.11735 2.64452 2.53553 2.42703 2.02265 1.28928 3.38586 1.868 1.32214 1.00573 0.931608 0.750183 0.45781 0.216504 0.152892
threshold=1.4458007812500002 1.0000000180025095e-35 1.9721679687500002 1.0000000180025095e-35 2.8828125000000004 4.9492187500000009 1.0600585937500002 1.0000000180025095e-35 0.48754882812500006 0.50830078125000011 2.8232421875000004 0.41748046875000006 7.7500000000000009 2.9375000000000004 5.5488281250000009 5.5000000000000009 11.449218750000002 2.1875000000000004 1.0000000180025095e-35 8.8476562500000018 3.5000000000000004 0.63745117187500011 0.40600585937500006 0.52636718750000011 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=3 9 5 4 -1 -3 15 10 -7 12 -8 -9 -2 -13 -11 17 -17 19 22 -5 -20 23 -19 -21 -12
right_child=1 2 -4 6 -6 8 7 11 -10 14 24 13 -14 -15 -16 16 -18 18 20 21 -22 -23 -24 -25 -26
leaf_value=-0.0013545811358729226 -0.002349526193319784 9.287407328361513e-05 0.0091988903551382117 -0.003609909322322457 0.0039748349522914107 0.0066738175588499692 0.00038073717236590532 0.0032902058478278843 0.0025932479906643829 0.00037769634429482503 -0.0023772124325354758 0.0019496216545581522 0.00053145611550756882 -0.00065167776130736288 0.002956677409949318 0.00050302238055287567 -0.0024372482951256487 -0.0030071772631269722 3.6905723767547773e-05 -0.003207043671031389 -0.0017746122841129403 -0.0015782301972914043 -0.0016562791489110734 -0.00244654639463226 -0.0029394961337056301
leaf_weight=143 145 109 166 179 183 129 113 105 112 129 183 145 103 138 112 132 186 102 124 131 102 156 96 169 199
leaf_count=143 145 109 166 179 183 129 113 105 112 129 183 145 103 138 112 132 186 102 124 131 102 156 96 169 199
internal_value=0 0.00276859 0.00521028 -0.00102866 0.00163708 0.00331854 -0.00141318 -0.000496864 0.00477745 0.000192085 -0.00197367 0.0013872 -0.00115299 0.000681143 0.00157623 -0.00200077 -0.00121676 -0.0022362 -0.00151455 -0.00271806 -0.000780682 -0.00236797 -0.0023522 -0.00277863 -0.00267013
internal_weight=0 1005 516 2586 326 350 2260 883 241 489 495 388 248 283 241 1377 318 1059 424 635 226 456 198 300 382
internal_count=3591 1005 516 2586 326 350 2260 883 241 489 495 388 248 283 241 1377 318 1059 424 635 226 456 198 300 382
is_linear=0
shrinkage=0.0140405


Tree=97
num_leaves=30
num_cat=0
split_feature=5 5 3 8 8 1 8 8 5 10 1 1 1 5 5 9 8 8 9 1 10 8 10 9 5 1 10 5 10
split_gain=41.4569 75.8508 103.656 53.5295 18.5043 7.19758 7.03026 6.93062 5.75366 4.43337 3.20303 3.60067 2.67511 2.59867 2.0888 3.1124 1.89991 2.2714 0.916875 0.875517 0.861859 0.630821 0.557534 0.485481 0.465593 0.374988 0.149155 0.123426 0.119613
threshold=8.5000000000000018 15.500000000000002 1.0000000180025095e-35 3.9755859375000004 2.1787109375000004 6.5507812500000009 5.7851562500000009 2.0830078125000004 12.500000000000002 0.53027343750000011 2.5996093750000004 5.2500000000000009 6.4492187500000009 16.500000000000004 5.5000000000000009 1.1621093750000002 3.6269531250000004 3.0292968750000004 1.0136718750000002 13.199218750000002 0.45947265625000006 1.3007812500000002 0.41748046875000006 1.1000976562500002 19.500000000000004 8.2500000000000018 0.40600585937500006 1.0000000180025095e-35 0.47143554687500006
decision_type=2 2 2 2 2 2 2 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 9 10 21 23 20 -3 -12 -5 -13 19 22 17 18 24 25 -1 -4 -16 -6 -15 -7 -21 -28 -27
right_child=1 6 7 12 8 14 -8 -9 -10 -11 11 13 -14 16 15 -17 -18 -19 -20 26 -22 -23 -24 -25 -26 28 27 -29 -30
leaf_value=-0.0019439480806293732 -0.0015590158676657426 -0.0042677967756913843 -0.0025520615758209907 0.01284997824548007 0.0060589740409841639 -0.0023524663408835246 0.0018794342441728657 -0.006352300508633558 0.0031794613392625449 0.0020868600833898756 0.00082314268300311588 9.9475720998012398e-05 0.010124217495796031 -0.003295543215472162 -0.0033667330338839081 -0.0056884461933509531 -0.0034420345273190357 5.502270634189577e-05 -0.0012032870014261081 -0.002991224221181235 -0.00034958575294642311 -0.00095889770461964194 -0.0018574327416490985 0.0074710950946110704 -0.0021650951134579875 -0.0016338896704514501 -0.0026655487249939635 -0.0020394056323553892 -0.00093818069471413848
leaf_weight=168 106 96 99 124 95 100 112 97 162 104 109 111 166 131 97 98 183 106 117 157 111 97 96 97 159 100 179 95 95
leaf_count=168 106 96 99 124 95 100 112 97 162 104 109 111 166 131 97 98 183 106 117 157 111 97 96 97 159 100 179 95 95
internal_value=0 0.001072 0.00379894 0.00656551 0.00358721 -0.00202784 -0.00145841 -0.00328273 0.00512817 -0.000387347 -0.00182782 -0.0015721 0.0112897 -0.00189562 -0.00264564 -0.0036507 -0.00221381 -0.00177567 -0.00225246 -0.00224278 -0.00130963 -0.00176361 -0.00261599 0.00677239 -0.00267575 -0.00165343 -0.00264617 -0.00244846 -0.00129495
internal_weight=0 2167 1043 750 460 1400 1124 293 354 383 1012 916 290 807 1017 291 696 513 407 726 279 196 193 192 290 295 431 274 195
internal_count=3567 2167 1043 750 460 1400 1124 293 354 383 1012 916 290 807 1017 291 696 513 407 726 279 196 193 192 290 295 431 274 195
is_linear=0
shrinkage=0.0140405


Tree=98
num_leaves=28
num_cat=0
split_feature=5 5 4 8 5 7 8 8 0 0 9 8 4 8 0 5 9 8 5 0 8 8 9 8 7 8 8
split_gain=43.318 67.8302 113.448 58.8006 14.1057 24.172 13.3351 10.9362 4.00147 2.51423 2.8949 2.76197 2.3933 4.14618 3.98278 2.25038 1.38127 1.27816 1.24434 1.03281 1.96076 0.649818 0.924132 0.438979 0.350992 0.186005 0.0905936
threshold=8.5000000000000018 13.500000000000002 1.0000000180025095e-35 4.2480468750000009 16.500000000000004 3.5000000000000004 3.7333984375000004 3.0986328125000004 13.449218750000002 15.050781250000002 1.1396484375000002 3.8505859375000004 1.0000000180025095e-35 5.8808593750000009 21.046875000000004 5.5000000000000009 1.7016601562500002 1.9262695312500002 4.5000000000000009 15.750000000000002 3.4873046875000004 2.1572265625000004 0.64916992187500011 2.8232421875000004 1.5000000000000002 2.2197265625000004 2.5097656250000004
decision_type=2 2 2 2 2 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 17 7 5 6 -3 -4 -6 -10 21 -12 14 15 18 19 -13 -2 -1 -14 26 22 -11 -23 -17 -16 -21
right_child=1 4 3 -5 8 -7 -8 -9 9 10 11 16 13 -15 25 24 -18 -19 -20 20 -22 23 -24 -25 -26 -27 -28
leaf_value=-0.00093156702592242296 -0.0024115591181894107 0.0010951557500294799 0.0028971409565839625 0.015791963601968648 0.00074289641816420687 -0.0024143429929531163 0.0075421128238844729 0.0084772222044645074 -0.0039844380514318404 -0.0024829819875019747 0.0014523862697361615 -0.0025453436131006031 -0.0036648340240360588 7.1215685432008354e-05 -0.0020521348657843246 -0.0034265429024520713 -0.00021515831824346962 -0.0045438926801929253 0.0010475950838778449 -0.0031805419329932758 -0.00079484234689958797 -0.0031821142753493 -0.0007461386186661754 -0.0020034360698942873 -0.0045254371487132581 -0.0027508186654913442 -0.0026306426402984188
leaf_weight=151 133 127 174 157 135 181 126 115 97 137 97 105 103 102 126 97 96 95 107 97 146 160 108 102 140 186 151
leaf_count=151 133 127 174 157 135 181 126 115 97 137 97 105 103 102 126 97 96 95 107 97 146 160 108 102 140 186 151
internal_value=0 0.00106799 0.00475655 0.00887516 -0.00062208 0.00150321 0.00430589 0.00511759 -0.00151155 -0.00184896 -0.00159165 -0.000493405 -0.00210294 -0.00258126 -0.0014014 -0.00294986 -0.00143242 -0.00330003 -0.000110752 -0.00241301 -0.00208575 -0.00223716 -0.00171735 -0.00272324 -0.00407568 -0.00246866 -0.00284572
internal_weight=0 2145 674 446 1471 434 253 289 1037 902 805 298 1406 836 570 734 201 228 258 497 394 507 245 262 237 312 248
internal_count=3551 2145 674 446 1471 434 253 289 1037 902 805 298 1406 836 570 734 201 228 258 497 394 507 245 262 237 312 248
is_linear=0
shrinkage=0.0140405


Tree=99
num_leaves=26
num_cat=0
split_feature=0 5 5 4 8 8 8 8 1 8 5 8 4 0 0 5 8 5 1 8 10 1 5 10 8
split_gain=93.0743 40.9244 70.7624 101.706 36.453 10.9582 5.35777 4.32303 3.51089 4.26559 3.2908 3.20255 2.90906 2.69243 2.44532 1.93045 3.3985 1.32376 0.931212 0.909229 0.722161 0.358981 0.183484 0.102647 0.046485
threshold=11.250000000000002 8.5000000000000018 14.500000000000002 1.0000000180025095e-35 4.0175781250000009 2.6611328125000004 5.0410156250000009 2.0292968750000004 11.949218750000002 4.8398437500000009 11.500000000000002 3.3291015625000004 1.0000000180025095e-35 18.515625000000004 15.652343750000002 17.500000000000004 2.8828125000000004 5.5000000000000009 13.199218750000002 2.4150390625000004 0.45141601562500006 5.6503906250000009 21.500000000000004 0.41198730468750006 2.4091796875000004
decision_type=2 2 2 2 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 7 5 -5 15 -3 9 11 -7 12 -2 -6 -11 16 -4 20 19 -17 23 -21 -20 24 -10
right_child=1 2 6 4 13 10 -8 -9 17 14 -12 -13 -14 -15 -16 18 -18 -19 22 21 -22 -23 -24 -25 -26
leaf_value=0.010723586854779582 -0.00033538787438575128 -0.0019673257183921212 -0.0018273921857373439 0.0016004095370213789 0.010295079909617727 0.0083678392898325921 0.0010979425976132169 -0.0058138244008729221 -0.0026393705300181247 -0.0044547583995641253 0.0048755665328092581 0.00081555235658297906 -0.0030529559740494682 0.013323970365970493 -0.0013946331278520134 -0.00059437661622390359 0.0010357077300270224 -0.0037531975481459433 -0.0022341806902680234 -0.0012619892804860769 -0.0012662182954059895 -0.0023373357873292099 -0.0029714588439429296 -0.0024151426836103106 -0.0030685593533241093
leaf_weight=161 181 144 189 149 132 103 189 96 100 111 110 187 136 103 96 152 144 186 188 95 95 172 103 225 99
leaf_count=161 181 144 189 149 132 103 189 96 100 111 110 187 136 103 96 152 144 186 188 95 95 172 103 225 99
internal_value=0 -0.000195635 0.00106307 0.00421333 0.00731655 0.00452116 -0.00107716 -0.00350593 -0.0020348 -0.00133862 0.00656432 -0.000641665 -0.00150128 0.0116226 -0.00303557 -0.00147131 -0.000589295 -0.0027369 -0.00188499 -0.00146123 -0.00237268 -0.00195472 -0.00249514 -0.00262059 -0.00285289
internal_weight=0 3485 2069 837 597 362 1232 240 1416 711 213 504 317 235 207 1043 333 705 710 419 519 267 291 424 199
internal_count=3646 3485 2069 837 597 362 1232 240 1416 711 213 504 317 235 207 1043 333 705 710 419 519 267 291 424 199
is_linear=0
shrinkage=0.0140405


Tree=100
num_leaves=28
num_cat=0
split_feature=9 5 5 8 6 9 5 5 3 8 5 0 0 0 10 9 5 10 10 10 10 9 8 8 0 0 9
split_gain=62.5002 41.1844 69.6521 8.65126 7.96088 13.914 13.6734 17.4066 9.74206 7.30427 6.35483 5.86582 5.22026 5.09958 2.0012 1.37014 1.30568 0.856949 0.790431 0.493854 0.453652 0.450713 0.42735 0.301432 0.150952 0.124002 0.0834944
threshold=1.4677734375000002 8.5000000000000018 16.500000000000004 4.7343750000000009 1.0000000180025095e-35 0.80102539062500011 8.5000000000000018 16.500000000000004 1.0000000180025095e-35 2.8828125000000004 5.5000000000000009 14.250000000000002 14.000000000000002 18.031250000000004 0.51660156250000011 0.66088867187500011 2.5000000000000004 0.39941406250000006 0.40747070312500006 0.43359375000000006 0.42041015625000006 0.92138671875000011 2.6406250000000004 1.8208007812500002 22.750000000000004 20.546875000000004 0.98999023437500011
decision_type=2 2 2 2 2 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 10 3 -3 14 15 -7 8 9 -8 16 -5 -4 -14 17 24 -2 23 -19 22 -11 -21 -20 -1 -6 -23 -25
right_child=1 2 12 11 5 6 7 -9 -10 20 -12 -13 13 -15 -16 -17 -18 18 19 21 -22 25 -24 26 -26 -27 -28
leaf_value=-0.0021750592541754546 -0.00062617993953921524 0.0064582993736794778 0.0030377707323650961 0.013772009034316855 -0.003119424971081267 -0.0028364619701136567 0.0019354131359158324 -0.0028318680803836932 -0.00063191565425851698 0.0066306813181262894 -0.0035492782122201541 0.0091223876634055866 -0.0030348725646166964 0.0013442383439423006 -0.00022313917427171099 -0.0012916714429315182 0.001481702093479169 -0.0007038585070925585 -0.0017407883110671242 -0.002369045001712615 0.0052829873180884656 -0.00096856011835472525 -0.0027476218217817351 -0.0032840255210444557 -0.0024860343341128535 -0.0016515270274141485 -0.0027385343136968991
leaf_weight=120 112 111 95 100 171 162 164 128 111 97 117 115 109 101 116 178 120 95 124 117 100 114 252 127 131 97 98
leaf_count=120 112 111 95 100 171 162 164 128 111 97 117 115 109 101 116 178 120 95 124 117 100 114 252 127 131 97 98
internal_value=0 0.00298889 0.00512948 0.00964155 -0.00119405 -0.000396341 0.000783142 0.00176043 0.0030058 0.00412433 -0.000881357 0.011285 0.000306738 -0.000928729 -0.00198036 -0.00226877 0.000464104 -0.00215854 -0.00190603 -0.00206825 0.00594657 -0.0016701 -0.00241558 -0.00274335 -0.00284468 -0.00128253 -0.00304643
internal_weight=0 980 631 326 2502 1242 762 600 472 361 349 215 305 210 1260 480 232 1144 799 704 197 328 376 345 302 211 225
internal_count=3482 980 631 326 2502 1242 762 600 472 361 349 215 305 210 1260 480 232 1144 799 704 197 328 376 345 302 211 225
is_linear=0
shrinkage=0.0140405


Tree=101
num_leaves=28
num_cat=0
split_feature=0 6 4 8 8 10 10 9 9 8 10 10 10 7 7 9 0 0 10 9 0 0 8 8 10 7 0
split_gain=66.6682 28.3359 48.4421 36.3156 10.6466 6.3828 12.8667 15.2936 4.10804 3.56488 2.90046 4.10808 2.7737 3.35932 2.28368 1.55869 1.26377 1.17241 1.43257 2.59745 0.759944 0.408872 0.37898 0.549556 0.229514 0.113874 0.0386014
threshold=11.250000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.1171875000000004 2.9267578125000004 0.56152343750000011 0.49951171875000006 1.7509765625000002 0.89355468750000011 1.9589843750000002 0.44360351562500006 0.40600585937500006 0.51660156250000011 2.5000000000000004 3.5000000000000004 1.0327148437500002 21.453125000000004 14.601562500000002 0.48144531250000006 1.3647460937500002 17.734375000000004 23.148437500000004 4.0175781250000009 2.7314453125000004 0.40258789062500006 5.5000000000000009 20.851562500000004
decision_type=2 2 2 2 2 2 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 4 9 8 6 7 10 25 -4 11 -5 16 -14 15 -11 17 -2 19 20 -19 -18 23 24 -23 26 -3
right_child=1 2 3 5 -6 -7 -8 -9 -10 14 -12 -13 13 -15 -16 -17 21 18 -20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0094728571317711247 -0.0024962765930271781 -0.0027308318230895657 -0.0027828933822507049 0.0048484559118047495 -0.0065421051093147026 0.0076013650478206863 0.00072571021481798411 0.010195667122267452 0.00092773958494084133 -1.4891301094293124e-05 0.0056166861145777632 0.0010004827784620824 -0.0020130985669621921 0.00075705556145566513 -0.0014918742972376655 0.0020941575033497813 -0.002941382410310701 -0.00066397439879568225 -0.0025555904227766973 0.00098382993013329252 -0.002123931816146292 -0.0026288197386820206 -0.0026619247423793546 -0.00099582115818676342 -0.001729254291646811 -0.0020042909567401898 -0.0023534754042822004
leaf_weight=141 177 97 102 106 107 109 177 95 98 173 115 113 161 186 118 115 176 123 115 117 164 132 187 99 97 136 119
leaf_count=141 177 97 102 106 107 109 177 95 98 173 115 113 161 186 118 115 176 123 115 117 164 132 187 99 97 136 119
internal_value=0 -0.0003735 0.000870915 0.00243406 -0.00256126 0.00447342 0.00391081 0.00522494 -0.00161471 -0.000436308 0.00381111 0.00286297 -0.00165093 -0.000528232 0.000153228 0.000827264 -0.0019318 -0.00150951 -0.00117298 -0.00077942 -0.00149824 -0.00235715 -0.00215749 -0.0018699 -0.00224778 -0.00232255 -0.00252294
internal_weight=0 3514 1780 1223 557 715 606 429 450 508 334 219 1734 347 406 288 1387 696 519 404 287 691 515 328 229 352 216
internal_count=3655 3514 1780 1223 557 715 606 429 450 508 334 219 1734 347 406 288 1387 696 519 404 287 691 515 328 229 352 216
is_linear=0
shrinkage=0.0140405


Tree=102
num_leaves=30
num_cat=0
split_feature=5 8 5 5 3 8 8 8 1 7 5 10 7 10 3 5 5 10 8 0 8 5 1 1 1 8 10 1 8
split_gain=53.2698 75.096 65.796 27.231 33.0318 14.4968 9.9249 6.9833 5.27195 3.1829 6.75215 3.12695 2.75209 2.61878 3.47194 2.44285 1.58294 1.5246 1.41919 1.30824 1.16243 0.839544 0.919212 0.778621 0.767184 0.399604 0.111436 0.133279 0.00355974
threshold=8.5000000000000018 4.8242187500000009 16.500000000000004 14.500000000000002 1.0000000180025095e-35 2.1923828125000004 5.9609375000000009 3.6904296875000004 4.2500000000000009 3.5000000000000004 16.500000000000004 0.46093750000000006 3.5000000000000004 0.45300292968750006 1.0000000180025095e-35 5.5000000000000009 11.500000000000002 0.44946289062500006 2.2197265625000004 21.453125000000004 3.5419921875000004 4.5000000000000009 11.699218750000002 9.4492187500000018 15.050781250000002 2.1064453125000004 0.39306640625000006 11.699218750000002 3.4335937500000004
decision_type=2 2 2 2 2 2 2 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 6 4 5 -2 -3 16 12 10 -5 -6 -1 21 15 20 -7 18 -11 23 -15 26 -23 -12 -21 -19 -10 -28 -29
right_child=1 2 -4 9 11 7 -8 -9 13 17 19 -13 -14 14 -16 -17 -18 25 -20 24 -22 22 -24 -25 -26 -27 27 28 -30
leaf_value=-0.0012949892949087494 5.1301758771986031e-06 0.0091844905241369301 0.00047187026111324978 0.0026595899254581489 -0.0033335208545297438 0.0057949109879552882 0.014888348311537075 0.0088996952001873502 -0.0027903972172746744 -0.0019614233016241158 -0.0013254487252719552 -8.4604157218677023e-06 0.0016532038033124138 -0.0023527412781758524 0.00085734081101718803 -0.0036213003160429436 0.0035716219447027007 -0.0017823717539303975 -0.004099092278347905 -0.002992965678119892 -0.00036170422938098813 -0.0023297557423484485 -0.0040714378252709824 0.00041148466473489532 -0.0012270828423773604 -0.00054137732152095884 -0.0018942556786818996 -0.0023875335280624326 -0.0024938691544500249
leaf_weight=141 106 139 180 109 133 121 106 108 111 166 107 96 112 100 105 126 132 98 97 97 137 98 153 97 97 107 119 95 179
leaf_count=141 106 139 180 109 133 121 106 108 111 166 107 96 112 100 105 126 132 98 97 97 137 98 153 97 97 107 119 95 179
internal_value=0 0.00164731 0.00691705 0.000307009 0.00242842 0.00457034 0.0116523 0.00591082 -0.00183478 -0.00120735 -0.000436604 -0.00193961 1.01397e-05 -0.00221644 -0.00139122 -0.00204163 0.00463493 -0.00204232 -0.00274984 -0.00128456 -0.0012018 -0.00272797 -0.00339142 -0.000499554 -0.00211002 -0.00113463 -0.00239756 -0.0022866 -0.002457
internal_weight=0 2096 425 1671 696 467 245 361 1476 975 507 229 253 1223 468 363 253 468 263 398 237 755 251 204 194 205 504 393 274
internal_count=3572 2096 425 1671 696 467 245 361 1476 975 507 229 253 1223 468 363 253 468 263 398 237 755 251 204 194 205 504 393 274
is_linear=0
shrinkage=0.0140405


Tree=103
num_leaves=27
num_cat=0
split_feature=9 5 5 9 5 5 1 8 1 9 1 5 5 1 0 0 1 9 0 0 3 1 5 9 9 0
split_gain=62.4716 42.353 71.093 18.1195 22.9927 35.854 7.30763 7.8135 3.33051 2.91928 4.01417 8.25633 19.9476 2.65499 2.73478 2.70143 1.39514 1.26643 1.07214 2.68459 0.990895 0.595158 0.595505 0.265978 0.0779741 0.0266625
threshold=1.8500976562500002 8.5000000000000018 17.500000000000004 1.0654296875000002 7.5000000000000009 15.500000000000002 4.9492187500000009 4.0175781250000009 5.7988281250000009 0.64916992187500011 14.250000000000002 8.5000000000000018 15.500000000000002 5.7988281250000009 18.031250000000004 21.453125000000004 10.847656250000002 1.5073242187500002 14.949218750000002 16.351562500000004 1.0000000180025095e-35 9.6523437500000018 7.5000000000000009 0.59082031250000011 0.48449707031250006 24.250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 9 8 6 -6 16 -5 23 18 -12 -13 -7 -15 -16 -8 20 -11 -20 -10 -21 -23 24 -1 -26
right_child=1 2 -4 4 5 13 7 -9 17 10 11 12 -14 14 15 -17 -18 -19 19 21 -22 22 -24 -25 25 -27
leaf_value=-0.0030381212846938687 -0.00098362926858118786 0.013196564712321841 -1.6700093119372814e-05 0.0001343513893199239 0.0013920509497202652 0.0007223461794418196 0.0027581865721438437 0.0083661420796213269 -0.0034106138424169256 -0.0027849175843264683 -0.0027304261960270381 0.0060063725778123573 -0.0026486405254602064 -0.0032800788205073466 0.0010997088768683228 -0.002099027265375164 0.0050601045664072381 -0.00086629181562946939 0.00045497573310902036 -0.0026612386585025752 -0.0019263157181407622 -0.0024623184063083409 -0.0011424416884251937 -0.0019956412951612828 -0.0024889579504254835 -0.0027575860598192756
leaf_weight=106 172 190 139 146 101 145 96 132 183 183 135 106 104 117 98 111 113 95 107 174 172 106 185 137 183 121
leaf_count=106 172 190 139 146 101 145 96 132 183 183 135 106 104 117 98 111 113 95 107 174 172 106 185 137 183 121
internal_value=0 0.00466236 0.00761406 -0.000674666 0.000436783 0.00183708 0.00470929 0.00569181 -0.00170831 -0.00169299 -0.00127615 -2.14222e-05 0.00172008 -0.000858279 -0.00156132 -0.000599141 0.00400276 -0.00230615 -0.0018495 -0.00155023 -0.00269146 -0.00201164 -0.00162322 -0.00253124 -0.00271021 -0.00259588
internal_weight=0 501 329 3156 1509 913 442 341 596 1647 1100 345 210 471 326 209 209 450 755 572 355 465 291 547 410 304
internal_count=3657 501 329 3156 1509 913 442 341 596 1647 1100 345 210 471 326 209 209 450 755 572 355 465 291 547 410 304
is_linear=0
shrinkage=0.0140405


Tree=104
num_leaves=29
num_cat=0
split_feature=0 5 4 5 8 8 10 8 8 5 10 8 0 10 8 5 4 5 8 0 0 10 0 10 0 8 10 10
split_gain=44.087 38.3701 60.0963 95.3588 33.3634 16.8332 14.3311 9.55592 8.31957 5.02962 3.31627 2.80532 3.21613 2.69316 3.91562 2.26044 4.74165 0.984981 0.916068 0.843635 0.614771 0.68226 0.494192 0.429947 0.253665 0.114027 0.110107 0.0470587
threshold=11.250000000000002 8.5000000000000018 1.0000000180025095e-35 15.500000000000002 4.0781250000000009 3.5419921875000004 0.51000976562500011 5.0410156250000009 2.4091796875000004 11.500000000000002 0.54785156250000011 3.1708984375000004 18.226562500000004 0.43750000000000006 1.7031250000000002 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 3.2158203125000004 20.851562500000004 16.750000000000004 0.43457031250000006 23.953125000000004 0.45141601562500006 21.148437500000004 2.5097656250000004 0.39941406250000006 0.40844726562500006
decision_type=2 2 2 2 2 2 2 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 5 4 8 13 -6 11 -4 -10 15 19 -13 22 -15 17 -17 20 24 -5 -2 27 26 -18 -19 -21 -3 -22
right_child=1 2 3 7 6 -7 -8 -9 9 -11 -12 12 -14 14 -16 16 23 18 -20 25 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0075532315438349333 -0.0032846767476548996 -0.003215960393290728 0.00026898058164028036 -0.0036686703329274028 0.012960563653725277 -0.008033736814354854 0.006242422389457717 0.0020582766493971992 0.0069432673463871407 0.0034118412469609661 -0.00011610617947205967 -0.002394745922651893 0.00075511427319253943 -0.0022800712769710562 0.0015243623092188621 -0.0011506567937172997 -0.0039662632772653559 -0.0014232197414107914 -0.00047190771125022861 -0.0018358941828079305 -0.0026751855045745771 -0.00105979929102132 -0.0016875224725432919 -0.0051848293067787926 -0.0023518932705312847 -0.0025097756692891832 -0.0025925360711781093 -0.0023029120729965357
leaf_weight=146 110 103 98 119 155 98 105 157 140 184 147 123 133 113 101 134 143 106 133 99 97 95 99 95 128 99 122 216
leaf_count=146 110 103 98 119 155 98 105 157 140 184 147 123 133 113 101 134 143 106 133 99 97 95 99 95 128 99 122 216
internal_value=0 -0.000323695 0.000901943 0.00251613 0.00629111 -0.00268175 0.0102475 -0.00101064 0.00385355 0.00493777 -0.00211152 -0.00185151 -0.000758295 -0.00170685 -0.000484521 -0.00234487 -0.00326323 -0.00195885 -0.00140236 -0.00273436 -0.00235312 -0.00210197 -0.00251419 -0.00445267 -0.00193121 -0.00217283 -0.00287793 -0.00241828
internal_weight=0 3452 2048 1412 682 636 260 730 422 324 1404 573 256 538 214 1257 372 885 367 317 518 408 324 238 234 198 225 313
internal_count=3598 3452 2048 1412 682 636 260 730 422 324 1404 573 256 538 214 1257 372 885 367 317 518 408 324 238 234 198 225 313
is_linear=0
shrinkage=0.0140405


Tree=105
num_leaves=29
num_cat=0
split_feature=9 5 5 9 5 5 3 0 9 5 10 0 0 8 10 10 3 5 9 10 9 10 9 0 9 10 0 5
split_gain=46.4515 23.2853 48.0763 12.6059 15.1184 24.6178 20.5258 10.3663 8.71704 6.13615 5.57045 4.74533 3.70609 2.43637 2.29982 2.27196 1.9131 1.34112 1.22157 2.09644 1.06844 0.461665 0.290606 0.248533 0.294977 0.202258 0.0767612 0.0393242
threshold=1.5502929687500002 8.5000000000000018 15.500000000000002 0.71801757812500011 8.5000000000000018 16.500000000000004 1.0000000180025095e-35 16.750000000000004 1.2280273437500002 5.5000000000000009 0.42797851562500006 16.148437500000004 17.515625000000004 2.4316406250000004 0.53149414062500011 0.44360351562500006 1.0000000180025095e-35 5.5000000000000009 1.0112304687500002 0.43457031250000006 0.98999023437500011 0.41198730468750006 1.4028320312500002 24.351562500000004 0.52636718750000011 0.39941406250000006 20.351562500000004 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=3 9 11 23 12 6 8 -4 10 14 20 -3 15 -14 -2 -5 18 21 -7 -20 -6 -15 -23 25 -25 27 -27 -1
right_child=1 2 7 4 5 16 -8 -9 -10 -11 -12 -13 13 17 -16 -17 -18 -19 19 -21 -22 22 -24 24 -26 26 -28 -29
leaf_value=-0.0030812630077596322 -4.0795561727106017e-05 0.011335869412464941 -0.0013225345222920915 -0.0015068679939587196 0.0034612258854511708 -0.0029945105865957513 -0.0017110340643223046 0.0038646954503015214 0.0073961174557584638 -0.00286519126171292 0.00069501472577028467 0.0073705988315223873 -0.00031043365000724057 -0.0032015369648106234 0.0028505651120617299 0.0012869996197939354 -5.4563276831926265e-05 -0.0041655519892952967 -5.7953355264673527e-05 -0.0026346165540770696 0.0055087896384624939 -0.0014522523066675768 -0.0024165320419716665 -0.0025840697341867271 -0.0015424949361696183 -0.002064314891517731 -0.0025085792745067142 -0.0027104158101745103
leaf_weight=102 123 120 172 128 102 139 154 136 124 107 125 118 95 97 97 104 146 106 124 125 99 96 172 95 123 129 189 126
leaf_count=102 123 120 172 128 102 139 154 136 124 107 125 118 95 97 97 104 146 106 124 125 99 96 172 95 123 129 189 126
internal_value=0 0.00285575 0.00463033 -0.000869969 -0.000267296 0.0007717 0.00271343 0.000967931 0.00422758 -0.000107304 0.00302237 0.00936989 -0.00174897 -0.00236157 0.00123403 -0.000254445 -0.00142456 -0.00277528 -0.00194008 -0.00135146 0.00446973 -0.00237153 -0.00207112 -0.00239716 -0.00199639 -0.00255718 -0.00232836 -0.00287632
internal_weight=0 873 546 2700 1936 1138 604 308 450 327 326 238 798 566 220 232 534 471 388 249 201 365 268 764 218 546 318 228
internal_count=3573 873 546 2700 1936 1138 604 308 450 327 326 238 798 566 220 232 534 471 388 249 201 365 268 764 218 546 318 228
is_linear=0
shrinkage=0.0140405


Tree=106
num_leaves=28
num_cat=0
split_feature=0 5 4 5 8 8 1 8 5 8 5 7 1 7 0 8 7 0 0 0 0 8 1 0 7 0 0
split_gain=32.467 28.5185 56.9924 116.898 25.1578 21.2836 7.24769 4.3169 3.80397 4.53597 3.19662 5.39993 3.07652 1.62198 2.99351 1.07162 1.06028 1.03781 0.911576 0.726553 1.27109 0.679642 0.510055 0.549964 0.380082 0.135335 0.0990465
threshold=10.949218750000002 8.5000000000000018 1.0000000180025095e-35 15.500000000000002 3.9755859375000004 3.5419921875000004 8.0507812500000018 2.6611328125000004 17.500000000000004 3.3642578125000004 5.5000000000000009 3.5000000000000004 11.949218750000002 5.5000000000000009 20.351562500000004 5.2050781250000009 1.0000000180025095e-35 18.328125000000004 19.710937500000004 18.109375000000004 14.949218750000002 3.0986328125000004 11.949218750000002 16.351562500000004 3.5000000000000004 23.851562500000004 22.546875000000004
decision_type=2 2 2 2 2 2 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 5 4 7 13 -6 -4 9 -5 12 17 15 18 -15 19 -10 -12 -3 20 -2 -9 23 -18 26 -26 -14
right_child=1 2 3 8 6 -7 -8 21 16 -11 11 -13 24 14 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=0.0071574703273214156 -0.0012825018914759245 -0.00313664645633554 0.0022398553330115595 -0.0020114915268940534 0.0082839520467171534 -0.0089434461636770449 0.01308359407682559 0.0046607613066587845 -0.00090820325126777417 0.0022939891897736748 -0.0056426045908477161 -0.0011352421546008001 -0.003221865879487112 0.00084457939231410561 -0.0023528012885199912 -0.0020436953149720431 -0.0027297353406596256 -0.0037239989236391587 -0.0016956388417023746 -0.0012806582140331051 0.00080565901748832396 0.0062960941893775175 -0.0030435398533237368 -0.0014484261546425386 -0.0016685411406120836 -0.0023142620116273866 -0.0026116049602323867
leaf_weight=112 97 165 130 95 172 95 97 95 113 98 96 155 95 108 124 121 125 132 182 155 141 106 167 140 95 196 117
leaf_count=112 97 165 130 95 172 95 97 95 113 98 96 155 95 108 124 121 125 132 182 155 141 106 167 140 95 196 117
internal_value=0 -0.000525134 0.000545626 0.0022228 0.00682548 -0.00278385 0.0100147 0.00423365 -0.00151921 0.000174711 -0.00206397 -0.00315723 -0.00165225 -0.00177321 -0.000864365 -0.000888315 -0.00211907 -0.00453183 -0.00238084 -0.000532587 -4.53982e-05 0.00552318 -0.0024358 -0.00205282 -0.00243289 -0.00210346 -0.00288507
internal_weight=0 3412 2012 1338 600 674 269 331 738 193 1400 383 1017 579 232 514 545 228 347 393 238 201 432 265 503 291 212
internal_count=3524 3412 2012 1338 600 674 269 331 738 193 1400 383 1017 579 232 514 545 228 347 393 238 201 432 265 503 291 212
is_linear=0
shrinkage=0.0140405


Tree=107
num_leaves=26
num_cat=0
split_feature=9 5 5 0 5 9 5 9 9 5 1 0 8 9 5 5 8 8 8 1 0 9 9 0 9
split_gain=53.1532 30.8575 78.0925 17.6643 10.4472 19.1999 25.0707 12.9267 5.37974 3.59709 3.20673 2.87928 2.55812 2.44936 0.922794 0.756509 0.645404 0.868931 0.59017 0.370104 0.308513 0.251761 0.356881 0.130292 0.0414174
threshold=1.5166015625000002 8.5000000000000018 15.500000000000002 16.750000000000004 8.5000000000000018 0.83618164062500011 16.500000000000004 1.2578125000000002 1.9047851562500002 5.5000000000000009 5.7988281250000009 18.515625000000004 2.1572265625000004 0.60742187500000011 11.500000000000002 5.5000000000000009 3.1962890625000004 2.5703125000000004 4.7792968750000009 6.6503906250000009 20.953125000000004 0.74169921875000011 0.52636718750000011 22.351562500000004 1.1313476562500002
decision_type=2 2 2 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 9 3 -3 10 14 7 11 18 19 -1 -7 13 -12 -6 20 17 -8 -4 -2 -14 22 -16 -24 -22
right_child=1 2 8 -5 5 6 16 -9 -10 -11 12 -13 15 -15 21 -17 -18 -19 -20 -21 24 -23 23 -25 -26
leaf_value=-0.00010909829797457483 0.0010468671863990771 0.0071757535608621874 -0.00037861369819951825 0.014191566977656288 -0.00096753537218641217 0.00081273028632095426 -0.00088944440938073957 0.0075239087446143981 0.0025051742012588227 -0.002528000991041356 -0.0023904931271396378 0.0033603482499439401 -0.0031024241479253763 3.4331268329896213e-05 -0.0028054081667036766 -0.0036450454716928562 -0.00062863138479657258 -0.0025738005862903199 -0.0018712446626734341 -7.3376015315833071e-05 -0.0020745194922674511 -0.0029329570035133493 -0.0021726165493769572 -0.0015486215116362408 -0.002392794227681769
leaf_weight=167 137 163 107 125 131 171 112 116 133 107 171 179 118 158 110 146 151 131 102 101 132 98 129 135 207
leaf_count=167 137 163 107 125 131 171 112 116 133 107 171 179 118 158 110 146 151 131 102 101 132 98 129 135 207
internal_value=0 0.00298556 0.00483397 0.0102208 -0.00086633 -8.9241e-05 0.00125761 0.00346192 0.000297689 -0.000389815 -0.0019008 0.00211565 -0.00222184 -0.00122599 -0.00201012 -0.00276519 -0.00134952 -0.00179747 -0.00110707 0.00057147 -0.00248409 -0.00229948 -0.00213349 -0.00185353 -0.00226886
internal_weight=0 975 630 288 2562 1463 860 466 342 345 1099 350 932 329 603 603 394 243 209 238 457 472 374 264 339
internal_count=3537 975 630 288 2562 1463 860 466 342 345 1099 350 932 329 603 603 394 243 209 238 457 472 374 264 339
is_linear=0
shrinkage=0.0140405


Tree=108
num_leaves=28
num_cat=0
split_feature=9 5 5 9 5 5 3 9 1 0 0 10 3 9 9 7 10 10 9 7 9 10 9 9 0 10 0
split_gain=44.4829 47.7815 62.8503 12.1889 12.0346 23.3492 34.8445 15.7716 6.86951 4.11945 4.67793 3.0646 4.9996 2.85852 4.34379 2.68719 2.18601 2.01153 1.3585 0.844193 0.462343 0.458389 0.465358 0.337735 0.23875 0.451452 0.0717927
threshold=1.6401367187500002 9.5000000000000018 17.500000000000004 1.8461914062500002 8.5000000000000018 16.500000000000004 1.0000000180025095e-35 1.2470703125000002 12.347656250000002 16.453125000000004 13.449218750000002 0.43750000000000006 1.0000000180025095e-35 1.1396484375000002 1.4174804687500002 2.5000000000000004 0.48498535156250006 0.45507812500000006 1.9384765625000002 5.5000000000000009 0.63745117187500011 0.39941406250000006 0.95507812500000011 0.75537109375000011 19.226562500000004 0.41357421875000006 23.953125000000004
decision_type=2 2 2 2 2 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 9 3 -3 11 6 7 8 -6 10 -2 21 16 19 -15 -10 -13 20 -4 24 -8 23 -23 -1 -7 -26 -24
right_child=1 2 18 -5 5 13 17 -9 15 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 22 26 -25 25 -27 -28
leaf_value=-0.0023308722249863203 -0.00023423635868410677 0.0067033379479657035 -0.0014378556983599745 0.01251588605588695 -8.6127808971091365e-05 -0.0029597750322906996 -0.0024389778361049979 0.0073255051016787006 0.0049086705958647208 0.00090301057707208509 -0.0044615909219448795 -0.00070655538925029561 0.0011951236972544519 0.0012378651074673784 -0.0025905627577517995 0.0020435959802367044 -0.0034692833605319373 -0.0006746593737879667 0.00088862158772892784 -0.0010780377096874696 -0.0038067706505153054 -0.0013842559341038451 -0.0026696530674445232 -0.0033044542776244023 -0.0027867646303677473 -0.0016657096578443404 -0.0022222151447909033
leaf_weight=139 109 125 97 165 162 159 95 163 141 137 98 110 148 135 103 119 116 98 101 97 100 128 116 142 157 129 181
leaf_count=139 109 125 97 165 162 159 95 163 141 137 98 110 148 135 103 119 116 98 101 97 100 128 116 142 157 129 181
internal_value=0 0.00302195 0.00584696 0.0100105 -0.000685157 6.61218e-05 0.00163658 0.00361609 0.00218331 -0.000985626 -0.00223559 -0.00183851 -0.000810908 -0.00170165 -0.000418976 0.00359735 -0.00212459 -0.00231569 -0.000251117 -0.00226489 -0.00314041 -0.00238287 -0.00209197 -0.00282286 -0.0025236 -0.00228111 -0.00239697
internal_weight=0 832 488 290 2738 1658 878 585 422 344 207 1080 374 780 238 260 226 293 198 542 195 706 425 281 445 286 297
internal_count=3570 832 488 290 2738 1658 878 585 422 344 207 1080 374 780 238 260 226 293 198 542 195 706 425 281 445 286 297
is_linear=0
shrinkage=0.0140405


Tree=109
num_leaves=27
num_cat=0
split_feature=8 5 5 6 8 5 5 3 8 1 1 10 8 10 1 1 8 1 10 5 10 8 8 1 10 1
split_gain=26.5757 23.4819 35.672 11.9802 18.2577 21.0409 27.8074 32.2361 17.7245 4.48839 3.80494 3.6216 3.25773 1.47272 2.72933 1.91367 1.40389 1.23739 0.744868 0.633476 0.568792 0.480378 0.449669 0.466201 0.228731 0.135834
threshold=5.6699218750000009 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 1.9814453125000002 8.5000000000000018 14.500000000000002 1.0000000180025095e-35 3.9433593750000004 8.8476562500000018 5.7988281250000009 0.49047851562500006 2.8828125000000004 0.44250488281250006 8.0507812500000018 14.347656250000002 2.9160156250000004 14.550781250000002 0.48852539062500006 11.500000000000002 0.36645507812500006 1.3842773437500002 3.6376953125000004 11.250000000000002 0.42358398437500006 14.550781250000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 10 19 16 7 8 17 -8 11 -1 -11 20 -15 18 -6 -7 -16 21 -12 -5 23 -22 -21 -25
right_child=1 2 -4 4 5 6 9 -9 -10 12 13 -13 -14 14 15 -17 -18 -19 -20 24 22 -23 -24 25 -26 -27
leaf_value=-0.0012260065228723452 -0.00066635991779507729 0.012341403782226302 0.0010399857811947868 -0.0020406990792064114 -0.0011314601986020065 0.0029508038224726465 -0.0023866641097998794 -0.0029388759093414221 0.0096501853463214701 -0.0010793787353392738 -0.0030828005903352895 0.0019457894883635213 0.0024693799284731515 -0.0031715094054055176 0.0010706885419036411 -0.0021509066204582761 -0.0033296174653696295 0.004887743265786817 -0.00051616162616422866 -0.0028174816863006731 -0.00098982922468961068 -0.00070568879136260955 -0.0024722405209426611 -0.0024364897739286005 -0.0019687471788757808 -0.0017889021695883876
leaf_weight=188 163 104 117 119 96 155 168 98 162 101 114 114 103 102 98 104 142 112 144 155 122 96 250 103 105 168
leaf_count=188 163 104 117 119 96 155 168 98 162 101 114 114 103 102 98 104 142 112 144 155 122 96 250 103 105 168
internal_value=0 0.00337648 0.0063583 -0.000537981 0.00030338 0.00126919 0.00225194 0.00432661 0.00598632 -0.000687179 -0.00143796 -2.8706e-05 0.000712396 -0.00179115 -0.0011531 -0.000558075 -0.00244297 0.0037633 0.000126447 -0.00200846 -0.00216876 -0.0014446 -0.00200671 -0.00171057 -0.00247472 -0.00203503
internal_weight=0 384 221 3119 1612 1137 899 527 429 372 1507 302 204 1205 448 346 238 267 242 475 757 215 643 393 260 271
internal_count=3503 384 221 3119 1612 1137 899 527 429 372 1507 302 204 1205 448 346 238 267 242 475 757 215 643 393 260 271
is_linear=0
shrinkage=0.0140405


Tree=110
num_leaves=27
num_cat=0
split_feature=0 4 6 8 8 0 8 1 8 8 10 0 10 10 0 1 10 1 8 10 8 8 1 8 0 0
split_gain=75.1464 25.7275 35.125 37.282 11.9262 12.4412 11.1323 5.9944 3.41898 3.34941 5.21812 2.78117 2.86791 3.362 2.52884 2.41684 2.1986 1.69783 1.57774 0.775135 0.737368 0.584513 0.640636 0.370673 0.253995 0.0809562
threshold=11.250000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5.7851562500000009 2.9267578125000004 16.351562500000004 2.9033203125000004 4.4492187500000009 3.2890625000000004 1.4282226562500002 0.46093750000000006 21.453125000000004 0.51000976562500011 0.44360351562500006 16.750000000000004 5.6503906250000009 0.43750000000000006 14.847656250000002 2.0830078125000004 0.47558593750000006 2.3974609375000004 2.4316406250000004 13.652343750000002 0.95654296875000011 23.953125000000004 20.351562500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 8 6 9 -6 17 -8 19 23 18 12 13 -9 15 -10 -16 20 -11 21 -4 -3 -23 -2 -7 -25
right_child=1 2 3 -5 5 24 7 11 14 10 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 22 -24 25 -26 -27
leaf_value=0.0098484099227711414 -0.0024562679155632028 -0.0027114186675348626 -0.0022876429528109468 0.0089234619013521255 -0.0084147416137310676 -0.0032314313286148882 -0.00076580572527047111 0.0028442905287183449 -0.0031094047300075467 -0.00052916215077584506 0.0017976848790800324 0.0015506239834252105 0.0018599473317742303 0.0062412053948901081 -0.0014480967912728357 -0.00027305667287054448 0.0011262923946748337 0.00039965478653767282 -0.002818404555857463 -0.0033453885256865342 -0.00063526934689181827 -0.00071535567525391668 -0.0022216440527858257 -0.0019077128680972356 -0.0023569922942761504 -0.0014212076337071125
leaf_weight=146 169 136 105 142 97 96 96 107 121 146 160 161 104 124 100 116 189 181 100 107 108 101 124 115 206 163
leaf_count=146 169 136 105 142 97 96 96 107 121 146 160 161 104 124 100 116 189 181 100 107 108 101 124 115 206 163
internal_value=0 -0.000440259 0.000501497 0.00219723 -0.00203643 -0.00404007 0.00122854 0.00244564 -0.00142283 -0.0010992 -0.000176031 0.0030672 0.00379607 0.00466774 -0.000646108 -0.00172115 0.0002355 -0.000600188 -0.00145975 -0.00229582 -0.00144982 -0.00198473 -0.00154549 -0.0019377 -0.00263496 -0.00162246
internal_weight=0 3374 2122 1128 1252 399 986 592 994 853 406 496 335 231 526 237 289 394 246 468 213 361 225 447 302 278
internal_count=3520 3374 2122 1128 1252 399 986 592 994 853 406 496 335 231 526 237 289 394 246 468 213 361 225 447 302 278
is_linear=0
shrinkage=0.0140405


Tree=111
num_leaves=27
num_cat=0
split_feature=9 6 7 6 9 10 8 1 9 8 10 10 10 9 0 1 7 8 0 7 9 9 8 0 9 10
split_gain=64.1654 30.5504 18.516 32.2703 15.009 8.58704 3.35702 17.5089 3.3133 3.24675 2.96811 2.86858 3.97923 2.57921 2.47875 2.75865 1.2408 1.04368 2.00937 1.2787 0.76585 0.63284 0.603527 0.341688 0.321493 0.119097
threshold=1.9794921875000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0112304687500002 0.51660156250000011 4.1093750000000009 8.0507812500000018 1.2104492187500002 2.4091796875000004 0.48046875000000006 0.49450683593750006 0.44946289062500006 0.93750000000000011 14.750000000000002 10.550781250000002 1.5000000000000002 2.4648437500000004 16.750000000000004 5.5000000000000009 1.1215820312500002 1.0395507812500002 1.7338867187500002 21.250000000000004 1.1152343750000002 0.39941406250000006
decision_type=2 2 2 2 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 9 11 10 -8 -7 -5 20 12 17 -14 -1 16 -16 19 -19 22 -6 -20 25 -17 -25 -4
right_child=1 -3 5 4 6 8 7 -9 -10 -11 -12 -13 13 -15 15 23 -18 18 21 -21 -22 -23 -24 24 -26 -27
leaf_value=-0.0034718097090134931 0.0012453035635087506 0.0097680494703649371 -0.0024750941917517978 -0.0020828595548536785 0.002440151867439639 -0.00079061157914670226 0.0013938825018397325 0.0080641301070336364 0.0026718748709373278 0.0011010773143950469 0.0044298988081176568 -0.0044446205725978136 -0.0019870909398574522 0.00073962125020126442 0.00063300723427643201 -0.0028415722062857585 -0.0012579342658509188 -0.0045144127301331074 -0.0032219702214029101 -0.00098899127852203035 0.00081760593700204746 -0.0018565860425423825 -0.0017285329822708331 -0.0022815884737011605 -0.0012502433032611838 -0.0031132837854072068
leaf_weight=129 153 181 99 140 102 111 171 142 107 115 99 95 120 159 142 102 132 108 98 187 131 211 159 152 98 138
leaf_count=129 153 181 99 140 102 111 171 142 107 115 99 95 120 159 142 102 132 108 98 187 131 211 159 152 98 138
internal_value=0 0.00586392 -0.00059889 0.000441001 0.00223672 -0.00167993 0.00337678 0.00442 0.000908866 -0.000646966 0.00239326 -0.00209067 -0.00191583 -0.000433158 -0.00169959 -0.00133439 -0.000277957 -0.00232949 -0.00286583 -0.00194588 0.00152791 -0.00228962 -0.00239774 -0.00215672 -0.0018773 -0.0028467
internal_weight=0 334 3247 1655 900 1592 645 313 218 255 332 1374 1279 279 755 626 274 1000 417 583 233 309 396 352 250 237
internal_count=3581 334 3247 1655 900 1592 645 313 218 255 332 1374 1279 279 755 626 274 1000 417 583 233 309 396 352 250 237
is_linear=0
shrinkage=0.0140405


Tree=112
num_leaves=29
num_cat=0
split_feature=10 7 6 5 5 9 6 8 0 8 5 10 9 7 0 8 9 7 7 8 9 0 10 7 10 10 0 9
split_gain=30.1383 18.352 33.1204 35.9403 20.4274 18.8443 13.1891 11.8712 9.61223 5.49146 5.50592 4.66968 4.55304 3.80542 5.68303 2.89404 2.46484 2.43326 1.90521 0.942254 1.66758 0.779998 0.390192 0.243168 0.342633 0.339557 0.162802 0.0591016
threshold=0.52734375000000011 3.5000000000000004 1.0000000180025095e-35 7.5000000000000009 15.500000000000002 1.2495117187500002 1.0000000180025095e-35 5.7539062500000009 17.625000000000004 4.1093750000000009 4.5000000000000009 0.44250488281250006 1.6494140625000002 5.5000000000000009 17.218750000000004 2.4863281250000004 1.7690429687500002 1.0000000180025095e-35 2.5000000000000004 2.9853515625000004 0.80102539062500011 16.546875000000004 0.41198730468750006 5.5000000000000009 0.40258789062500006 0.39160156250000006 20.648437500000004 1.1293945312500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 -4 5 15 18 12 -7 11 -11 19 -8 14 -13 -5 17 -1 -2 20 23 -19 -23 25 -25 -3 -27 -24
right_child=6 9 3 4 -6 8 7 -9 -10 10 -12 13 -14 -15 -16 -17 -18 21 -20 -21 -22 22 27 24 -26 26 -28 -29
leaf_value=-0.00071611593203859748 -0.00087555280241207888 -0.0017808482603776359 -0.0048090263898188457 0.00060925381528336244 -0.0003623708382096866 0.010941068908313837 0.00075957475311660559 0.0087277346193012483 0.0050941030257854658 -0.0021715561674241794 -0.006249254159529532 -0.0038484969651834955 0.0045767610994775845 0.0019499431952354402 0.00034647351266695926 0.0036754242959091076 0.00021171634265780976 -0.0038546392759324826 0.0015058829053310701 -0.0033693086162433672 -0.00033506553605189217 -0.0019006552961411466 -0.002599774093928111 -0.0023575459983592962 -0.0012435296448466931 -0.0031078520318430333 -0.0023721417336618031 -0.0030937454585468027
leaf_weight=162 130 112 118 95 186 115 110 95 107 188 100 96 140 116 189 168 98 95 135 95 115 157 96 113 105 112 126 95
leaf_count=162 130 112 118 95 186 115 110 95 107 188 100 96 140 116 189 168 98 95 135 95 115 157 96 113 105 112 126 95
internal_value=0 -0.000734213 0.000362222 0.00233685 0.0035935 0.0051106 0.00269329 0.00450271 0.00812294 -0.00184933 -0.00358742 -0.00142476 0.0028972 -0.000193962 -0.00106657 0.00256787 -0.00185397 -0.00218858 0.000337631 -0.00205914 -0.00187691 -0.00272704 -0.00241922 -0.00218908 -0.00182098 -0.00241836 -0.00271836 -0.00284547
internal_weight=0 2959 1492 789 671 485 610 345 222 1467 288 1179 250 401 285 263 703 605 265 778 683 443 348 568 218 350 238 191
internal_count=3569 2959 1492 789 671 485 610 345 222 1467 288 1179 250 401 285 263 703 605 265 778 683 443 348 568 218 350 238 191
is_linear=0
shrinkage=0.0140405


Tree=113
num_leaves=28
num_cat=0
split_feature=0 3 8 7 8 0 9 8 1 9 1 1 8 7 0 1 9 0 7 8 1 8 8 8 0 0 0
split_gain=56.8609 17.3992 22.3178 15.0541 11.3365 6.65687 5.86826 5.68203 18.0151 3.34055 3.08576 7.20202 2.84285 1.73355 2.85758 1.25382 1.85882 1.22938 1.02449 0.877731 0.836853 0.767437 1.79733 0.51007 0.403152 0.209033 0.00510996
threshold=11.250000000000002 1.0000000180025095e-35 3.6904296875000004 2.5000000000000004 2.9853515625000004 16.750000000000004 1.0166015625000002 6.2207031250000009 4.4492187500000009 1.9497070312500002 8.0507812500000018 10.250000000000002 2.2197265625000004 5.5000000000000009 20.351562500000004 14.949218750000002 1.2983398437500002 17.414062500000004 1.0000000180025095e-35 2.9082031250000004 15.652343750000002 3.0029296875000004 2.5341796875000004 1.9262695312500002 19.953125000000004 21.851562500000004 23.453125000000004
decision_type=2 2 2 2 2 2 2 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 7 6 -6 13 8 -4 17 -10 -12 20 24 -15 16 18 -5 -14 25 23 22 -17 -2 -3 -20 -26
right_child=1 4 3 9 5 -7 -8 -9 10 -11 11 -13 15 14 -16 21 -18 -19 19 -21 -22 -23 -24 -25 26 -27 -28
leaf_value=0.0086756963881370799 -0.0018652897013157275 -0.0026814316096198066 -0.0048203655883260893 0.0023428782654833676 -0.0071400480834698443 -0.0027361129703923496 0.0018594103267625137 0.0033159578978150012 -0.00016650885406440318 0.0066207575763871174 0.0051697296219745141 0.00040163255721826564 -5.1273870486983123e-05 0.0012523337475278632 -0.0017175153447592769 -0.00079654321635626096 0.00045197549833057279 0.0044790963388930596 -0.00066508927735893172 -0.0025155332046313652 -0.00098971882441042307 -0.00079337044217920249 0.0017203970439981229 -0.0031263519558268676 -0.001810884885026961 -0.0015430684262638906 -0.0016667354356815264
leaf_weight=141 175 165 117 101 101 205 120 130 151 96 106 152 100 97 187 96 160 112 110 142 141 102 134 99 95 104 99
leaf_count=141 175 165 117 101 101 205 120 130 151 96 106 152 100 97 187 96 160 112 110 142 141 102 134 99 95 104 99
internal_value=0 -0.000423675 0.000257247 0.00189106 -0.00190654 -0.0041897 -0.000990887 0.000687482 3.78591e-05 0.00444622 0.00142762 0.00236062 -0.000899486 -0.00152282 -0.000703165 -0.000475226 -0.000850091 0.00346615 -0.00130696 -0.00165968 -0.00186864 0.000220305 0.000669848 -0.00232093 -0.00217125 -0.00109177 -0.00173732
internal_weight=0 3397 2328 965 1069 306 763 656 526 309 409 258 1363 643 284 948 616 213 456 356 415 332 230 274 359 214 194
internal_count=3538 3397 2328 965 1069 306 763 656 526 309 409 258 1363 643 284 948 616 213 456 356 415 332 230 274 359 214 194
is_linear=0
shrinkage=0.0140405


Tree=114
num_leaves=29
num_cat=0
split_feature=9 9 6 1 10 8 9 6 4 9 8 10 10 1 0 8 10 9 0 9 9 1 8 9 8 1 1 10
split_gain=50.5037 22.1865 19.215 15.7211 6.88886 12.2187 4.92636 4.26397 3.70023 3.7578 3.14936 2.76207 1.76264 1.30826 1.28834 1.23691 0.872033 0.559672 0.558388 0.548173 0.977665 0.423406 0.315576 0.283518 0.444067 0.166801 0.10175 0.120253
threshold=2.2255859375000004 1.4077148437500002 1.0000000180025095e-35 8.0507812500000018 0.47460937500000006 4.7109375000000009 0.69042968750000011 1.0000000180025095e-35 1.0000000180025095e-35 1.0859375000000002 2.2773437500000004 0.38598632812500006 0.55029296875000011 14.050781250000002 21.546875000000004 1.8505859375000002 0.40039062500000006 1.5805664062500002 16.351562500000004 1.4028320312500002 1.0629882812500002 10.847656250000002 2.4863281250000004 0.58496093750000011 1.4282226562500002 14.550781250000002 16.546875000000004 0.40747070312500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 12 4 -4 -6 23 15 10 11 -9 -10 17 -13 -11 -8 -17 -3 -19 20 22 -22 -18 26 -25 -26 27 -1
right_child=-2 2 3 -5 5 -7 7 8 9 14 -12 13 -14 -15 -16 16 19 18 -20 -21 21 -23 -24 24 25 -27 -28 -29
leaf_value=-0.0028856939260868152 0.0074711806380197213 -0.0022540519144031582 0.0040960246118554545 0.0065760544852496803 0.0031804523300598369 -0.0038152738836741834 2.7131999162350857e-05 -4.8897656768726267e-06 0.0015533602638304186 0.0028596798991669223 -0.0028680000553249641 -0.0022412833256448667 0.00074566397267672403 -5.420760986013071e-05 0.00081362152374694885 -0.0025123459980399537 -0.0023620681818291925 -0.0016726523023405894 -0.00020954867380754776 -0.0020857955360640383 -0.0011361989426461878 -1.7886399853695799e-05 -0.0012814068141705221 -0.0010622851285270484 -0.0025998154528087043 -0.0018036873178124918 -0.0020815004000366735 -0.0022938376955746664
leaf_weight=131 165 99 115 180 101 96 100 165 98 131 140 123 102 96 113 173 114 107 99 166 135 132 100 95 109 99 115 140
leaf_count=131 165 99 115 180 101 96 100 165 98 131 140 123 102 96 113 173 114 107 99 166 135 132 100 95 109 99 115 140
internal_value=0 -0.000484371 0.00140476 0.00327173 0.00136539 -0.000228633 -0.00117057 -0.000781496 -7.43903e-05 0.000602326 -0.0013191 -0.000405844 -0.000852119 -0.00128257 0.00191212 -0.0014471 -0.00162688 -0.00138646 -0.00096951 -0.00139012 -0.00115003 -0.000583325 -0.00185709 -0.0021791 -0.00185763 -0.00222089 -0.00243144 -0.00257994
internal_weight=0 3374 899 492 312 197 2475 1786 866 561 305 317 407 219 244 920 820 305 206 647 481 267 214 689 303 208 386 271
internal_count=3539 3374 899 492 312 197 2475 1786 866 561 305 317 407 219 244 920 820 305 206 647 481 267 214 689 303 208 386 271
is_linear=0
shrinkage=0.0140405


Tree=115
num_leaves=30
num_cat=0
split_feature=9 5 5 5 5 7 8 9 0 8 8 9 0 1 8 9 0 7 8 9 5 0 1 8 7 0 0 9 8
split_gain=43.9721 36.7703 32.6381 12.4634 30.4858 40.6484 21.6048 10.9072 10.7823 4.84911 2.92861 3.9857 2.8255 2.06675 2.21967 2.84495 1.96295 1.18081 1.02566 1.08262 0.95296 0.644184 1.40606 0.387505 0.358761 0.243636 0.214482 0.13065 1.65828e-05
threshold=1.7221679687500002 8.5000000000000018 19.500000000000004 8.5000000000000018 14.500000000000002 4.5000000000000009 2.6904296875000004 2.1416015625000004 15.347656250000002 4.0097656250000009 4.1621093750000009 1.0668945312500002 13.652343750000002 11.949218750000002 4.1621093750000009 1.2426757812500002 18.031250000000004 3.5000000000000004 2.6904296875000004 0.88232421875000011 5.5000000000000009 15.449218750000002 7.9492187500000009 1.8666992187500002 5.5000000000000009 21.453125000000004 23.851562500000004 1.0327148437500002 4.6074218750000009
decision_type=2 2 2 2 2 2 2 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 7 13 5 6 -5 8 -3 -8 11 18 -2 14 15 21 -13 20 19 24 27 -1 -23 -7 25 -6 -19 -15 -28
right_child=1 2 -4 4 10 23 9 -9 -10 -11 -12 16 -14 17 -16 -17 -18 26 -20 -21 -22 22 -24 -25 -26 -27 28 -29 -30
leaf_value=-0.0022633152610884205 0.00082932931250398879 0.003052174703927513 -0.00051689872750737326 0.0011691559888649726 -0.0027370790302389705 -0.0020663121145100575 0.0059903232004225922 0.012212100822066899 0.0095334214572961925 0.0099563041392258141 -0.0037242412555170889 -0.0010951645842082627 -0.0022476424844816603 -0.0020483197600355036 -0.0030230188242923442 0.0014165989670751787 0.0011463726593808989 -0.001335287149350822 -0.0032037396502529441 -0.00036020394705323794 -0.00413823997233279 0.00010496782774781117 -0.0020470805949644282 -0.0032757181536514249 -0.0012538425487728325 -0.0018906546673772148 -0.002029545670290866 -0.0027827592423685858 -0.0020369175393526013
leaf_weight=99 99 96 114 181 112 116 160 96 107 98 101 146 145 95 100 97 163 130 97 105 95 126 114 95 101 167 95 96 164
leaf_count=99 99 96 114 181 112 116 160 96 107 98 101 146 145 95 100 97 163 130 97 105 95 126 114 95 101 167 95 96 164
internal_value=0 0.00332225 0.00587535 -0.0007067 9.02578e-05 0.00245369 0.0048879 0.00831253 0.0064684 0.00749678 -0.00145837 -0.00120151 -0.000999199 -0.0017873 -0.00113638 -0.000703668 8.72644e-05 -0.00230417 -0.00188576 -0.00162217 -0.00298905 -0.00131035 -0.000917255 -0.00261083 -0.00197087 -0.00223044 -0.00180064 -0.00241746 -0.00203421
internal_weight=0 657 413 2853 1642 650 439 299 203 258 992 891 244 1211 536 436 309 675 582 485 286 339 240 211 380 279 389 191 259
internal_count=3510 657 413 2853 1642 650 439 299 203 258 992 891 244 1211 536 436 309 675 582 485 286 339 240 211 380 279 389 191 259
is_linear=0
shrinkage=0.0140405


Tree=116
num_leaves=29
num_cat=0
split_feature=0 4 6 0 10 0 1 10 1 0 10 10 10 1 7 1 1 1 0 1 0 1 0 10 10 1 10 0
split_gain=68.3983 25.3599 36.4842 17.7816 7.24987 8.40945 7.30503 6.73803 4.79772 4.56746 4.44978 2.24518 1.55547 2.0054 1.24108 1.23278 1.52957 1.16281 1.03215 0.746092 0.703921 0.605115 0.548708 0.470394 0.271082 0.165571 0.09416 0.078128
threshold=11.250000000000002 1.0000000180025095e-35 1.0000000180025095e-35 22.953125000000004 0.42041015625000006 14.601562500000002 8.9492187500000018 0.51660156250000011 6.5507812500000009 14.847656250000002 0.47949218750000006 0.41198730468750006 0.55810546875000011 4.4492187500000009 5.5000000000000009 12.152343750000002 9.3476562500000018 8.7500000000000018 19.523437500000004 15.250000000000002 21.250000000000004 6.9492187500000009 23.351562500000004 0.42944335937500006 0.39843750000000006 12.152343750000002 0.39941406250000006 23.351562500000004
decision_type=2 2 2 2 2 2 2 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 12 4 18 8 10 9 -6 -2 -7 -5 13 -3 19 16 21 -16 -4 23 -17 -15 -22 -11 -19 -8 -24 -26
right_child=1 2 3 11 5 6 25 -9 -10 14 -12 -13 -14 15 17 20 -18 24 -20 -21 22 -23 26 -25 27 -27 -28 -29
leaf_value=0.0095749656628981439 -0.0045518372606929633 -0.0031341411832431177 0.0022735164439204088 -0.0016419062236797354 0.0038181109127146183 0.0091986751649140493 0.0027653963663052347 0.0011181494100117476 -0.00052682657555249649 -0.0013692560477576677 0.0053488538424280307 0.0007384456801835396 0.00030023833080868631 -0.00043595522746966693 -0.0037010765759921695 -0.0027869696930801131 0.00061278023035773175 -0.0026604938514169251 0.00031815696333650708 -0.0022051619875238181 -0.00056141832698254298 -0.0018556693600497479 -0.0021481788590503072 -0.00017781907368373678 -0.0014969616413397563 0.0035857552599148391 -0.0015428026940986466 -0.0019612663208269229
leaf_weight=147 146 123 95 163 106 95 97 132 95 153 157 150 110 100 98 97 129 95 121 117 100 145 97 114 107 97 106 215
leaf_count=147 146 123 95 163 106 95 97 132 95 153 157 150 110 100 98 97 129 95 121 117 100 145 97 114 107 97 106 215
internal_value=0 -0.000209681 0.000685989 0.00236564 0.0034054 0.00414896 0.00522356 -0.0018709 0.00176453 -0.00224846 0.00680018 -0.000501162 -0.00127555 -0.00146879 -0.00187438 -0.00120414 -0.00062465 -0.00232485 0.00117815 -0.00127024 -0.00174597 -0.00127619 -0.00141271 -0.000860553 -0.00200142 0.00317558 -0.00183207 -0.00180698
internal_weight=0 3360 2183 1176 863 647 446 1177 201 1045 252 313 1007 897 899 774 374 515 216 384 400 245 303 267 417 194 203 322
internal_count=3507 3360 2183 1176 863 647 446 1177 201 1045 252 313 1007 897 899 774 374 515 216 384 400 245 303 267 417 194 203 322
is_linear=0
shrinkage=0.0140405


Tree=117
num_leaves=28
num_cat=0
split_feature=0 5 5 4 8 7 5 8 0 5 5 8 7 1 9 5 7 0 9 9 1 1 9 8 9 8 9
split_gain=47.0674 27.0053 53.7882 76.8535 26.0866 5.95441 9.82512 5.20416 3.93838 3.8529 3.61364 6.19131 3.14096 2.92335 5.24638 2.50732 3.03133 1.8675 1.77131 1.34355 1.12284 0.693176 0.54893 0.51296 1.02655 0.169083 0.0873338
threshold=11.250000000000002 8.5000000000000018 14.500000000000002 1.0000000180025095e-35 4.0488281250000009 3.5000000000000004 16.500000000000004 2.5175781250000004 18.109375000000004 11.500000000000002 19.500000000000004 2.5097656250000004 2.5000000000000004 8.0507812500000018 1.2280273437500002 5.5000000000000009 3.5000000000000004 16.750000000000004 1.6645507812500002 0.87060546875000011 5.2500000000000009 8.9492187500000018 0.65405273437500011 2.5468750000000004 0.73193359375000011 4.1386718750000009 1.1313476562500002
decision_type=2 2 2 2 2 2 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 8 7 6 -4 -5 -3 -9 11 22 13 -8 -15 18 21 -6 20 -12 -2 -17 -7 24 -22 26 -25
right_child=1 2 5 4 17 10 12 9 -10 -11 19 -13 -14 14 -16 16 -18 -19 -20 -21 23 -23 -24 25 -26 -27 -28
leaf_value=0.0079067199792434515 -0.00036985455789488001 -0.0050872108159402008 0.0025629122870674237 0.0017858991631006388 0.0090842196689035794 -0.0025446762404660824 -0.003273307264887425 0.0072615064970623705 -0.0014857582841428438 0.0036477985637070665 -0.0017147896833724073 -0.0059268608937747677 0.00057245273970049572 -0.002589436723160332 0.001475566261255097 -0.0030862237222515901 -0.0014376663967700563 0.011779186763450912 -0.00011959304233850998 0.00045165861271924282 -0.0021920493436490217 -0.0047200837073328242 -0.0011268833712314991 -0.0022696718223764365 -0.00047270504424185906 -0.0019741184067335635 -0.0028504391952901094
leaf_weight=144 103 96 185 120 98 99 161 112 159 121 139 105 151 147 109 95 171 105 160 95 165 111 118 109 117 209 96
leaf_count=144 103 96 185 120 98 99 161 112 159 121 139 105 151 147 109 95 171 105 160 95 165 111 118 109 117 209 96
internal_value=0 -0.000285958 0.000699313 0.00354062 0.00646771 -0.00106104 -0.000247322 0.00416142 -0.0028416 0.00538486 -0.00216306 -0.003128 -0.00116263 -0.00179092 -0.000858635 -0.00184941 -0.00281953 0.0104782 -0.00146804 -0.000835249 -0.00173807 -0.0039666 -0.00177371 -0.00194055 -0.0014787 -0.00225514 -0.00254164
internal_weight=0 3456 2120 811 556 1309 753 353 255 233 556 322 568 417 256 1336 377 203 959 234 799 206 217 696 282 414 205
internal_count=3600 3456 2120 811 556 1309 753 353 255 233 556 322 568 417 256 1336 377 203 959 234 799 206 217 696 282 414 205
is_linear=0
shrinkage=0.0140405


Tree=118
num_leaves=27
num_cat=0
split_feature=9 5 5 5 5 4 9 1 10 1 9 7 10 5 9 5 1 7 10 10 5 7 5 1 9 9
split_gain=43.3995 37.6733 51.4996 9.74694 22.9392 36.197 8.00623 8.3913 6.7033 6.43526 2.42773 2.25912 2.68571 2.13945 1.98777 1.96424 1.80531 1.44247 1.26931 1.20424 1.09825 0.401113 0.269201 0.468106 0.169871 0.121195
threshold=1.6298828125000002 8.5000000000000018 14.500000000000002 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 0.83618164062500011 14.847656250000002 0.54443359375000011 5.7988281250000009 1.1000976562500002 4.5000000000000009 0.45507812500000006 5.5000000000000009 1.0541992187500002 11.500000000000002 6.6503906250000009 5.5000000000000009 0.41198730468750006 0.46093750000000006 18.500000000000004 5.5000000000000009 3.5000000000000004 12.449218750000002 0.87060546875000011 0.77099609375000011
decision_type=2 2 2 2 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 -3 9 5 21 -7 15 -4 10 -1 13 24 22 17 -8 -2 20 -16 -20 -6 -5 23 -11 -13 -22
right_child=1 2 8 4 14 6 7 -9 -10 11 -12 12 -14 -15 18 -17 -18 -19 19 -21 25 -23 -24 -25 -26 -27
leaf_value=-0.00075132645291360351 0.00029904788330222296 0.011343555806775115 0.00030482018663497551 -0.002425952421833738 -0.0033814263416000389 0.001023476795861602 0.0055042721184700586 0.0088321434010179573 0.0044607610295276856 -0.00099554514001285355 0.0024146135940655965 -0.0015323850835429471 0.0008054404818109254 -0.0039766809233858147 0.00072619751023020101 0.0030241013650439304 -0.0018737957454337858 -0.00050998010566361235 -0.0023752150280578165 -0.00034786581019269125 -0.0015297585712052391 -0.0013261977837579386 -0.0025821615150476013 -0.0022578102040075932 -0.0021647262038174816 -0.0021457536299124488
leaf_weight=96 157 188 182 179 140 110 106 99 132 96 95 168 97 160 100 155 145 102 96 145 129 103 115 146 167 123
leaf_count=96 157 188 182 179 140 110 106 99 132 96 95 168 97 160 100 155 145 102 96 145 129 103 115 146 167 123
internal_value=0 0.0031743 0.00553165 -0.000537663 0.000173777 0.00195254 0.00433862 0.00535159 0.0020519 -0.00152806 0.000823356 -0.00200132 -0.0012519 -0.00262752 -0.00142817 0.00403137 -0.000744205 -0.00199734 -0.000603641 -0.00115544 -0.00238435 -0.00202427 -0.00202286 -0.00175708 -0.00184761 -0.00183042
internal_weight=0 804 502 2727 1587 752 470 360 314 1140 191 949 432 517 835 261 302 494 341 241 392 282 357 242 335 252
internal_count=3531 804 502 2727 1587 752 470 360 314 1140 191 949 432 517 835 261 302 494 341 241 392 282 357 242 335 252
is_linear=0
shrinkage=0.0140405


Tree=119
num_leaves=28
num_cat=0
split_feature=9 1 8 9 7 7 8 8 7 8 8 10 9 1 3 1 9 9 1 7 7 9 9 9 9 1 10
split_gain=46.7822 16.2419 13.4804 12.8199 8.3351 8.07216 12.2643 5.10036 3.71978 3.26183 6.05201 2.97597 2.91357 4.40562 2.66379 2.03077 1.88732 1.49119 1.35701 3.28716 1.60916 0.880402 0.334134 0.222587 0.196759 0.127814 0.0379123
threshold=1.8159179687500002 1.6499023437500002 6.2011718750000009 1.0112304687500002 1.5000000000000002 5.5000000000000009 3.6015625000000004 3.3027343750000004 3.5000000000000004 5.0937500000000009 4.5781250000000009 0.44506835937500006 1.4077148437500002 8.0507812500000018 1.0000000180025095e-35 12.250000000000002 0.65405273437500011 1.0942382812500002 12.550781250000002 5.5000000000000009 3.5000000000000004 0.81982421875000011 0.90527343750000011 0.58496093750000011 0.74169921875000011 16.546875000000004 0.41357421875000006
decision_type=2 2 2 2 2 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 16 -3 7 -7 11 9 10 12 17 -9 -14 15 -13 23 -5 19 21 22 24 -20 25 -18 26 -1
right_child=1 2 -4 5 -6 6 -8 8 -10 -11 -12 14 13 -15 -16 -17 18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0026170694008393019 0.0088695665961176576 0.001905061770974709 -0.00038025034614844384 -0.00017366612769158352 0.007171082878576822 0.0024583902717442781 -0.0035860827542570717 0.0027778284364699916 0.0035292968164727751 0.0034307882391643846 -0.0020419906312869889 -0.0030390601562570499 -0.0016167376545476227 0.0021252871439803168 0.00089219232152446264 -0.00042510079160528542 -0.0019314662025426308 0.0021095729682421879 0.0010232030182723403 0.00073559271090374231 -0.0014051759080181486 -0.0028343608916841703 -0.00011212764331138233 -0.0016723822923514603 -0.0010417019752622114 -0.0018909049295050223 -0.0022864717396722258
leaf_weight=123 110 105 160 108 136 96 213 185 148 98 127 131 112 139 97 106 97 118 97 99 176 184 108 181 99 124 154
leaf_count=123 110 105 160 108 136 96 213 185 148 98 127 131 112 139 97 106 97 118 97 99 176 184 108 181 99 124 154
internal_value=0 0.00409024 0.0027792 -0.000492747 0.00487676 0.000341578 -0.00170819 0.000804235 0.00151725 0.00106675 0.00065525 -0.000225824 0.00144091 0.000455539 -0.00106777 -0.00186995 -0.00146362 0.00101847 -0.00104576 -0.00154317 -0.000420394 -0.00213685 0.000425078 -0.00208108 -0.00148204 -0.00226556 -0.00243327
internal_weight=0 511 401 3120 241 1678 309 1369 809 661 563 560 436 251 334 237 1442 226 860 479 381 380 205 582 196 401 277
internal_count=3631 511 401 3120 241 1678 309 1369 809 661 563 560 436 251 334 237 1442 226 860 479 381 380 205 582 196 401 277
is_linear=0
shrinkage=0.0140405


Tree=120
num_leaves=29
num_cat=0
split_feature=8 6 5 5 4 9 9 0 8 0 4 0 9 5 5 7 5 8 8 0 7 9 8 8 8 8 8 0
split_gain=52.7823 48.1914 23.6854 33.3373 46.6655 21.3221 8.38103 12.941 3.876 3.36304 2.69808 3.09053 3.92858 2.69464 2.04823 3.52542 1.5607 1.49201 3.86454 1.36551 0.886895 1.5996 0.880556 0.806253 0.504986 0.339105 0.147631 0.0417034
threshold=6.2441406250000009 1.0000000180025095e-35 8.5000000000000018 14.500000000000002 1.0000000180025095e-35 1.2373046875000002 1.5805664062500002 16.750000000000004 4.4824218750000009 22.648437500000004 1.0000000180025095e-35 21.046875000000004 0.92138671875000011 5.5000000000000009 16.500000000000004 3.5000000000000004 18.500000000000004 3.4873046875000004 4.5957031250000009 17.218750000000004 2.5000000000000004 0.68505859375000011 2.3974609375000004 2.4091796875000004 3.2958984375000004 2.3974609375000004 2.6406250000000004 20.953125000000004
decision_type=2 2 2 2 2 2 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 4 19 9 14 -8 -7 -6 11 12 -1 17 15 -5 23 26 -19 -4 27 -22 -23 -16 -15 -13 -12 -18
right_child=1 -3 3 6 5 8 7 -9 -10 -11 13 25 -14 24 16 -17 20 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29
leaf_value=-0.0011831863311938815 -0.00057864491103252732 0.012401460967091837 -0.0030220649200753584 0.0016924067759604082 0.0041006709198589874 0.0066654040081473289 -0.0013639536713337369 0.0052268835316261137 0.010231794059016558 0.0010036374975244983 -0.002539775895801091 -0.0011505382469095377 0.0023583577960545579 -0.003979270518193849 -0.0017534258266354095 -0.0019422867653001408 -0.0021512500984271002 0.001349968595590671 -0.0023071806992383923 -0.00095312259903433357 -0.0020977345047407362 0.0009532302670277917 -0.0008370066071263434 -0.0035548291992369462 -0.0027314782757532487 -0.0020886717177578187 -0.0018938201320272145 -0.0017467617687558952
leaf_weight=146 99 131 102 111 178 114 126 110 127 113 140 119 107 115 96 100 100 102 129 164 117 95 126 100 144 210 139 101
leaf_count=146 99 131 102 111 178 114 126 110 127 113 140 119 107 115 96 100 100 102 129 164 117 95 126 100 144 210 139 101
internal_value=0 0.00681437 -0.000140059 0.000837923 0.00305522 0.00545606 -0.00065903 0.00170805 0.00854479 0.00289804 -0.00157337 -0.000852124 0.000314621 -0.00211923 -0.00124955 -3.01968e-05 -0.00159959 -0.00152694 -0.000692336 -0.00174648 -0.00120944 -0.000770239 -6.74478e-05 -0.00267251 -0.00328552 -0.00174935 -0.00221796 -0.001948
internal_weight=0 230 3331 1980 798 532 1182 236 241 291 1351 582 253 769 946 211 735 510 231 266 539 338 221 196 259 329 279 201
internal_count=3561 230 3331 1980 798 532 1182 236 241 291 1351 582 253 769 946 211 735 510 231 266 539 338 221 196 259 329 279 201
is_linear=0
shrinkage=0.0140405


Tree=121
num_leaves=29
num_cat=0
split_feature=0 10 3 5 5 8 8 6 7 10 8 7 1 5 10 5 7 0 8 0 1 10 7 0 1 0 1 5
split_gain=42.8628 21.2776 15.108 30.9293 53.2519 23.9946 10.6659 9.68426 8.35255 7.55773 6.83136 4.15112 4.33386 4.04789 3.26041 4.32509 2.67508 6.37457 1.92641 1.53201 1.46337 2.31828 1.35937 1.15612 1.5075 0.372904 0.274946 0.0460402
threshold=11.250000000000002 0.55957031250000011 1.0000000180025095e-35 8.5000000000000018 16.500000000000004 4.0097656250000009 2.9267578125000004 1.0000000180025095e-35 2.5000000000000004 0.47558593750000006 2.1787109375000004 2.5000000000000004 14.050781250000002 5.5000000000000009 0.37841796875000006 18.500000000000004 5.5000000000000009 20.351562500000004 2.1064453125000004 19.953125000000004 8.0507812500000018 0.44702148437500006 3.5000000000000004 15.750000000000002 10.699218750000002 20.351562500000004 15.347656250000002 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 3 13 5 10 16 -8 -3 -7 -5 12 -12 22 -6 -16 18 -18 19 -4 -17 -22 23 -2 -25 -15 -19 -26
right_child=1 8 6 4 14 9 7 -9 -10 -11 11 -13 -14 25 15 20 17 26 -20 -21 21 -23 -24 24 27 -27 -28 -29
leaf_value=0.0076591477359101859 -0.0032351358340460784 0.0010672063918812807 -0.0033349967833616934 -0.001027448818511218 0.00040104025316051021 0.0098460079325803172 -0.0026118861238784976 -0.0077651956876342168 0.0060794657651204774 0.0046444286190579619 0.0024086414943789128 0.0012564348005895264 0.0064712447602547993 -0.0041342059429554838 -0.0045104323983823514 -0.0027328173591257029 0.0024045535488535145 -0.001165945848792125 -0.0001102561519552385 -0.0014899590532582788 -0.0022322775033895184 0.00077155117414515108 -5.1072674640000502e-05 -0.00026424280323150386 -0.002452370909066024 -0.0030865846021362314 -0.0021926147205000132 -0.0020267385089998823
leaf_weight=133 95 143 168 107 99 131 238 103 121 95 111 153 97 143 136 124 117 99 95 188 106 97 100 125 95 126 107 106
leaf_count=133 95 143 168 107 99 131 238 103 121 95 111 153 97 143 136 124 117 99 95 188 106 97 100 125 95 126 107 106
internal_value=0 -0.000464855 -0.000784673 -6.81022e-05 0.00130099 0.00390262 -0.00209957 -0.00416846 0.00336449 0.0076595 0.00208839 0.00301192 0.00430322 -0.00224479 -0.00191168 -0.0024062 -0.00118808 -0.000212711 -0.00188662 -0.00236065 -0.00153104 -0.00079695 -0.00152262 -0.00187216 -0.00147497 -0.0036435 -0.00169922 -0.00222791
internal_weight=0 3425 3161 2046 1256 694 1115 341 264 226 468 361 208 790 562 463 774 323 451 356 327 203 521 421 326 269 206 201
internal_count=3558 3425 3161 2046 1256 694 1115 341 264 226 468 361 208 790 562 463 774 323 451 356 327 203 521 421 326 269 206 201
is_linear=0
shrinkage=0.0140405


Tree=122
num_leaves=28
num_cat=0
split_feature=9 5 5 6 5 9 5 7 9 1 1 5 1 9 1 5 9 5 7 1 9 7 1 9 5 9 9
split_gain=27.0202 25.4494 40.3317 9.16949 11.2352 14.9243 18.8276 7.78732 3.09559 2.94654 2.83646 4.00561 2.38058 2.39226 2.18442 2.10233 1.43926 1.21411 0.760621 1.05574 1.11965 0.368417 0.25822 0.256182 0.224968 0.198857 0.103216
threshold=1.7016601562500002 8.5000000000000018 16.500000000000004 1.0000000180025095e-35 16.500000000000004 1.0112304687500002 8.5000000000000018 3.5000000000000004 0.68505859375000011 12.949218750000002 14.550781250000002 12.500000000000002 5.7988281250000009 1.1621093750000002 6.7500000000000009 4.5000000000000009 1.9755859375000002 10.500000000000002 3.5000000000000004 13.199218750000002 0.92138671875000011 1.0000000180025095e-35 14.347656250000002 0.98510742187500011 3.5000000000000004 1.0859375000000002 0.71801757812500011
decision_type=2 2 2 2 2 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 15 14 12 5 8 -7 10 22 17 11 -8 13 -1 -3 -2 -4 -10 21 20 -20 -14 -5 -23 -25 -6 -21
right_child=1 2 16 4 25 6 7 -9 9 -11 -12 -13 18 -15 -16 -17 -18 -19 19 26 -22 23 -24 24 -26 -27 -28
leaf_value=-0.0013960949459856384 -6.2862984676873536e-05 0.0072250982125767593 -0.00099996571922523775 -0.0022249728502994936 -0.0024416495808294572 -0.0018192415858365957 0.0058246030252812921 0.00084397468135864046 9.0333641461200513e-05 0.0015651722430452925 0.0068055056558885612 0.0020265067782512169 -0.0015041537814100574 0.0012828516842083824 0.009969823147466101 -0.0026677307200228544 0.0013175775414188825 -0.0020067004141715522 -0.0015869321426547124 -0.0021468215889269187 0.00034815011404181281 -0.0018433656519908465 -0.0014305375487412145 -0.0031669910194500098 -0.0023090078434434367 -0.0032859367425212655 -0.001688543073199656
leaf_weight=159 148 119 116 167 118 171 111 137 105 149 100 108 125 112 110 104 97 113 127 159 110 118 156 97 159 103 248
leaf_count=159 148 119 116 167 118 171 111 137 105 149 100 108 125 112 110 104 97 113 127 159 110 118 156 97 159 103 248
internal_value=0 0.00242295 0.00445311 -0.000655961 9.43541e-05 0.00058594 0.00215387 0.00364379 -0.000838834 4.34293e-05 0.00484622 0.00395157 -0.00147207 -0.000288929 0.00854353 -0.00113789 5.54413e-05 -0.000996661 -0.00175259 -0.00143377 -0.000688793 -0.00216406 -0.00184128 -0.00238462 -0.0026341 -0.00283514 -0.00186758
internal_weight=0 694 442 2952 1538 1317 627 456 690 367 319 219 1414 271 229 252 213 218 1143 644 237 499 323 374 256 221 407
internal_count=3646 694 442 2952 1538 1317 627 456 690 367 319 219 1414 271 229 252 213 218 1143 644 237 499 323 374 256 221 407
is_linear=0
shrinkage=0.0140405


Tree=123
num_leaves=28
num_cat=0
split_feature=0 5 5 4 8 8 5 7 8 0 1 9 0 8 0 1 1 5 5 0 0 9 1 7 0 0 0
split_gain=30.2088 20.9128 52.7862 75.1981 33.0375 7.23238 4.76893 6.00753 4.42375 3.6153 5.17075 3.51039 2.30758 2.08681 1.55417 1.54496 2.81035 1.61669 1.51422 1.14229 1.47695 0.727009 0.323969 0.239758 0.246981 0.222105 0.0731344
threshold=11.250000000000002 8.5000000000000018 14.500000000000002 1.0000000180025095e-35 4.8242187500000009 3.0625000000000004 17.500000000000004 3.5000000000000004 2.0048828125000004 12.750000000000002 6.5507812500000009 1.2456054687500002 19.109375000000004 2.4091796875000004 16.546875000000004 8.0507812500000018 11.949218750000002 5.5000000000000009 18.500000000000004 14.949218750000002 17.625000000000004 1.3320312500000002 10.550781250000002 2.5000000000000004 23.750000000000004 22.453125000000004 24.453125000000004
decision_type=2 2 2 2 2 2 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 8 5 13 7 11 -3 -2 14 -4 -7 -5 -11 -12 21 23 -8 -20 -21 -17 -22 -18 -25 -24 -27
right_child=1 2 6 4 -6 12 18 -9 -10 10 15 -13 -14 -15 -16 16 17 -19 19 20 22 -23 25 24 -26 26 -28
leaf_value=0.0067715598467965746 -0.0042132397931344137 -0.0016410196863976239 -0.00031553692391726712 0.00072203076329112033 0.011526719541448505 0.0071703127614616618 -0.0031123485787684867 -0.0020401445985162234 -0.0054548321072213409 -0.00065450422268015869 -0.0033623466752431847 0.0030824859211993124 0.0042998924831314624 0.0034683760341048045 0.0014700716242005147 -0.0010403883911012347 -0.002186640091261799 -0.0032826666497523132 -0.0026856799956613093 3.5432529844714018e-05 -0.0010717703396088628 0.00064175085913387609 -0.0013878127729289023 -0.00091547758635798424 -0.0017485885014785691 -0.0024804808117002497 -0.0019323975453734137
leaf_weight=125 98 157 116 98 158 119 150 165 97 153 123 124 103 123 122 106 143 175 140 131 123 97 98 100 235 97 95
leaf_count=125 98 157 116 98 158 119 150 165 97 153 123 124 103 123 122 106 143 175 140 131 123 97 98 100 235 97 95
internal_value=0 -0.00025483 0.000624053 0.00330759 0.00601455 0.00404859 -0.00122778 2.22274e-05 -0.00309748 -0.00161606 -0.00141309 0.00144011 0.00583854 0.00225054 0.000288035 -0.00189093 -0.0016795 -0.00212806 -0.0018348 -0.00155464 -0.00126356 -0.000236608 -0.00167559 -0.00170535 -0.0014999 -0.00193169 -0.00220929
internal_weight=0 3446 2094 855 601 443 1239 405 254 1352 1254 240 222 221 275 979 856 653 834 684 544 203 413 478 335 290 192
internal_count=3571 3446 2094 855 601 443 1239 405 254 1352 1254 240 222 221 275 979 856 653 834 684 544 203 413 478 335 290 192
is_linear=0
shrinkage=0.0140405


Tree=124
num_leaves=28
num_cat=0
split_feature=0 7 8 6 8 8 1 8 10 8 7 0 10 7 1 8 0 8 6 8 7 8 7 0 8 8 8
split_gain=32.1741 16.2662 17.3662 16.1764 12.1145 8.55625 6.29238 4.51028 6.22749 5.51243 3.21063 3.88787 2.62423 3.90045 1.69112 1.45567 1.303 0.983857 0.756909 2.44621 1.89964 0.655761 0.745751 0.616383 0.350675 0.213876 0.161877
threshold=11.250000000000002 4.5000000000000009 2.9111328125000004 1.0000000180025095e-35 6.0468750000000009 3.7333984375000004 4.8496093750000009 4.0488281250000009 0.49853515625000006 3.6269531250000004 2.5000000000000004 14.601562500000002 0.42797851562500006 5.5000000000000009 12.152343750000002 1.8886718750000002 18.031250000000004 4.3750000000000009 1.0000000180025095e-35 1.7338867187500002 3.5000000000000004 1.7929687500000002 5.5000000000000009 23.250000000000004 1.7929687500000002 2.4316406250000004 3.1962890625000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 10 6 12 -5 9 -9 26 11 -4 21 15 17 -14 -12 -13 24 -20 23 22 -3 -21 -2 -26 -8
right_child=1 5 3 4 -6 -7 7 8 -10 -11 16 14 13 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28
leaf_value=0.0068845499395021039 -0.0010142944360090455 -0.0020984252710228414 -0.0033902561287664297 -0.0011625356130592756 0.0070445748425458695 -0.0040872690323565273 0.0023499771282862185 0.0057914264643402638 0.0013143996673644612 -0.0012848142743231944 0.0020407642003106613 0.0014581017795555881 -0.0022809497683167054 0.0014945069638440068 -0.0015196787066640684 -0.0001292873576941304 -0.00013804509779399141 -0.00043740949910207666 -0.0027031633582076538 -0.00020976311715608745 -0.0017062834966872743 -0.0026785340703209871 -0.00065550179790987138 0.0012835024478382515 -0.0024684094179931995 -0.0016704655063862256 0.0031551916557919692
leaf_weight=127 97 164 102 106 108 239 96 149 104 100 124 106 142 154 133 110 96 110 110 117 121 130 124 102 112 162 101
leaf_count=127 97 164 102 106 108 239 96 149 104 100 124 106 142 154 133 110 96 110 110 117 121 130 124 102 112 162 101
internal_value=0 -0.00031637 0.000358343 0.00129012 0.00268717 -0.00174831 0.00196979 0.00257347 0.00395107 0.00139997 -0.000300562 -0.000978891 -0.0010699 -0.000265917 -0.000274136 -0.00134173 0.00109001 0.000492795 -0.00127028 -0.000883185 -0.000294369 -0.0018508 -0.00147717 0.00048573 -0.00173979 -0.00199663 0.0027628
internal_weight=0 3319 2256 1435 764 1063 656 550 253 297 671 451 824 406 349 252 220 216 821 450 340 418 288 219 371 274 197
internal_count=3446 3319 2256 1435 764 1063 656 550 253 297 671 451 824 406 349 252 220 216 821 450 340 418 288 219 371 274 197
is_linear=0
shrinkage=0.0140405


Tree=125
num_leaves=29
num_cat=0
split_feature=9 5 5 5 4 9 8 7 8 7 10 5 9 8 10 7 5 8 5 10 9 10 5 10 8 9 8 9
split_gain=62.0194 14.0368 13.8385 27.8543 51.8792 19.3427 5.41362 4.78084 6.64737 2.8995 5.11739 3.63207 3.19716 2.40451 2.12214 2.01944 1.61066 1.72601 1.01901 1.07853 0.731041 0.596255 0.348016 0.251112 0.229371 0.684452 0.177993 0.161434
threshold=2.1416015625000004 10.500000000000002 8.5000000000000018 14.500000000000002 1.0000000180025095e-35 1.6298828125000002 2.6357421875000004 3.5000000000000004 5.1464843750000009 3.5000000000000004 0.44042968750000006 5.5000000000000009 1.0600585937500002 2.0048828125000004 0.41748046875000006 1.0000000180025095e-35 18.500000000000004 2.1835937500000004 20.500000000000004 0.40844726562500006 0.64916992187500011 0.47558593750000006 1.5000000000000002 0.45654296875000006 2.4863281250000004 0.61303710937500011 2.4316406250000004 1.1835937500000002
decision_type=2 2 2 2 2 2 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 13 6 -6 8 15 11 24 21 -12 -4 -8 -5 17 -9 19 -17 -18 22 -1 -13 25 -11 -22 -24
right_child=1 -3 3 7 5 -7 14 16 -10 10 12 23 -14 -15 -16 18 20 -19 -20 -21 26 -23 27 -25 -26 -27 -28 -29
leaf_value=-0.0023779610483738263 0.0035931147023347217 0.010711376898842183 -0.0015855448972023802 0.00077149271941646762 0.0013836510779348091 0.010307504378351226 0.0034304462316231111 -0.0017984391126256616 0.0031590978718650372 -0.0022276554017962966 -0.0010185336879067596 -0.0031466668895238524 0.0020976637604512194 -0.0044132330491707906 0.0060624167308655046 0.00038300839043942038 -0.0022130752545106687 -0.0042282586029757079 -0.0023182037088410093 -0.0014728158643412292 -0.00031693140576664029 -0.00062622886793907309 -0.0010749152081275673 -0.0041011425608151308 -0.0020063400798154022 -0.00060272918185331743 -0.0011515187200643187 -0.001833416933830158
leaf_weight=107 104 115 155 127 133 112 108 142 102 97 115 119 149 96 137 99 102 97 124 164 96 140 127 100 248 108 106 98
leaf_count=107 104 115 155 127 133 112 108 142 102 97 115 119 149 96 137 99 102 97 124 164 96 140 127 100 248 108 106 98
internal_value=0 0.00733101 -0.000384141 0.000397612 0.00252372 0.00518266 0.00366419 -0.000961702 -0.000115055 -0.00143906 -0.000813569 -0.00208809 0.000740229 -0.00266705 0.0049022 -0.000764789 -0.00192217 -0.0027846 -0.00126894 -0.000774236 -0.00124414 -0.00139471 -0.00171877 -0.0035825 -0.00171909 -0.0013716 -0.000754883 -0.00140528
internal_weight=0 219 3308 1900 741 490 378 1159 616 1408 717 691 264 251 245 514 543 239 387 263 304 472 332 219 453 205 202 225
internal_count=3527 219 3308 1900 741 490 378 1159 616 1408 717 691 264 251 245 514 543 239 387 263 304 472 332 219 453 205 202 225
is_linear=0
shrinkage=0.0140405


Tree=126
num_leaves=27
num_cat=0
split_feature=0 3 8 8 1 8 7 9 8 9 1 8 9 1 1 9 7 0 9 1 9 8 7 0 0 1
split_gain=64.9418 15.4316 12.6867 9.45523 12.3631 7.45892 12.4292 15.3365 9.40229 3.88258 3.24794 3.12789 2.25319 4.91396 6.23921 4.17994 1.84248 1.49405 1.23616 0.84612 0.775676 0.570342 0.795476 0.179247 0.342669 0.0329442
threshold=11.250000000000002 1.0000000180025095e-35 6.3789062500000009 3.8369140625000004 13.199218750000002 3.1787109375000004 2.5000000000000004 1.9497070312500002 4.9804687500000009 0.76171875000000011 8.2500000000000018 2.4150390625000004 1.3164062500000002 8.2500000000000018 5.3496093750000009 1.5976562500000002 1.0000000180025095e-35 15.449218750000002 0.72387695312500011 15.449218750000002 0.81616210937500011 1.7929687500000002 5.5000000000000009 16.851562500000004 20.953125000000004 12.550781250000002
decision_type=2 2 2 2 2 2 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 9 -5 16 7 12 10 21 -8 17 -7 14 -14 -15 -2 -11 -18 20 -20 22 25 -22 -25 -3
right_child=1 3 -4 4 -6 6 8 -9 -10 11 -12 -13 13 15 -16 -17 18 -19 19 -21 23 -23 -24 24 -26 -27
leaf_value=0.0096837742056495521 0.00036541773787248245 -0.00230428014334538 0.00413480987839607 -0.0081603011763877863 -0.0017509020609430088 -0.00071346319566153451 0.00017943939108673365 -0.0048996749636389374 0.0066451115870144566 -1.9505732459147585e-05 0.0035089163694910111 -0.0017735245269973234 0.0024191077398355229 0.001001122161617911 -0.0019897176975149046 0.0048335265234066074 -0.0022099268808399965 0.0024151482584423519 -0.00010699520053613196 -0.00010692434763927594 -0.0010509696040359264 -0.002700057147285515 -0.00086595991634400428 -0.0023716656050877622 -0.0013091709095561081 -0.001961139399958694
leaf_weight=131 184 100 155 95 158 186 145 117 99 96 96 103 106 135 157 96 182 103 96 188 108 108 183 100 149 123
leaf_count=131 184 100 155 95 158 186 145 117 99 96 96 103 106 135 157 96 182 103 96 188 108 108 183 100 149 123
internal_value=0 -0.000392394 0.000255676 -0.00178614 -0.00415759 -2.47652e-05 0.000754604 -0.000204211 0.00300218 -0.00105087 0.0015057 0.000212631 0.000603685 0.00109961 -0.000212777 0.00259381 -0.000904748 0.00124064 -0.00118872 -0.000898769 -0.00122739 -0.00179324 -0.00155202 -0.00152868 -0.00173588 -0.00211501
internal_weight=0 3368 2299 1069 253 2144 1137 797 340 816 241 302 680 494 263 231 1007 199 823 641 453 514 406 357 249 223
internal_count=3499 3368 2299 1069 253 2144 1137 797 340 816 241 302 680 494 263 231 1007 199 823 641 453 514 406 357 249 223
is_linear=0
shrinkage=0.0140405


Tree=127
num_leaves=30
num_cat=0
split_feature=0 5 5 4 8 0 8 8 8 9 0 1 5 8 9 5 8 9 5 7 7 7 9 0 8 9 7 8 8
split_gain=46.7827 19.7426 47.1674 78.8374 29.0901 5.77566 5.19387 4.93533 4.90668 3.89439 2.70952 4.16805 2.61693 1.76742 3.96643 3.04741 1.70519 4.37548 1.53262 2.65372 1.1992 1.69532 1.12011 1.11795 0.44856 0.307253 0.220358 0.58856 0.187362
threshold=11.050781250000002 8.5000000000000018 14.500000000000002 1.0000000180025095e-35 4.0253906250000009 16.750000000000004 2.0830078125000004 2.3974609375000004 5.9785156250000009 1.7890625000000002 12.750000000000002 6.5507812500000009 10.500000000000002 4.1953125000000009 1.1752929687500002 19.500000000000004 4.9707031250000009 1.1186523437500002 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 5.5000000000000009 1.5126953125000002 20.953125000000004 2.6230468750000004 0.89355468750000011 4.5000000000000009 2.3632812500000004 2.7890625000000004
decision_type=2 2 2 2 2 2 2 2 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 6 7 -6 -3 -5 9 13 -2 16 -9 14 20 -16 17 -12 22 -20 -4 23 26 25 -25 -22 28 -28 -13
right_child=1 2 8 4 5 -7 -8 12 -10 -11 11 18 -14 -15 15 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 27 -29 -30
leaf_value=0.0082503208739179469 -0.0037156896080016611 -0.00152366660134412 -2.7411290993026078e-05 0.0011264922702877516 0.0080905473259424762 0.01283884400687928 -0.0055367499797983784 0.0066660305634231023 -0.004215334668499755 0.0018120351684830741 -0.0012902793333991751 -0.0023015102240036018 0.0037241361484736959 -0.0026812710464684626 0.0025312401497624673 -0.0008691379638044969 -0.0014476955978748784 0.0029271520145489637 -0.0038581106813778939 -0.0011521015711660127 -0.0021833623372723805 -0.00023585164003810208 -0.00018207294082646939 -0.00096698109403384191 -0.0021560041825740657 -0.0032236991831928199 -0.00060751237869354803 -0.0019131994586267782 -0.001619557189400976
leaf_weight=131 108 181 105 99 101 101 98 95 95 96 96 164 160 129 101 107 96 98 165 126 102 132 111 167 100 124 107 187 154
leaf_count=131 108 181 105 99 101 101 98 95 95 96 96 164 160 129 101 107 96 98 165 126 102 132 111 167 100 124 107 187 154
internal_value=0 -0.000295578 0.000569935 0.00315705 0.00621318 0.0104647 -0.00293328 0.00378717 -0.00114727 -0.000896655 -0.00157852 -0.00140152 0.00482014 -0.00114036 -0.000928445 0.000782007 8.28114e-05 0.000840176 -0.00182603 -0.00268644 -0.00141581 -0.00164906 -0.00147973 -0.00202744 -0.00141231 -0.00275417 -0.00171508 -0.001438 -0.00197126
internal_weight=0 3505 2093 835 556 202 279 354 1258 1163 1412 1304 255 1067 938 208 290 194 1014 291 730 625 723 493 267 226 612 294 318
internal_count=3636 3505 2093 835 556 202 279 354 1258 1163 1412 1304 255 1067 938 208 290 194 1014 291 730 625 723 493 267 226 612 294 318
is_linear=0
shrinkage=0.0140405


Tree=128
num_leaves=28
num_cat=0
split_feature=0 5 5 4 9 10 0 9 1 10 1 9 5 10 1 10 1 1 10 9 3 10 1 4 10 5 0
split_gain=66.4567 17.5673 26.4988 52.1215 11.0833 4.68192 4.58913 3.74293 3.78472 3.66074 2.58029 2.54369 4.37813 2.50365 2.1616 1.14385 1.52753 1.99314 1.03167 0.618458 0.327567 0.181103 0.174254 0.151879 0.208377 0.18435 0.0791872
threshold=11.250000000000002 8.5000000000000018 14.500000000000002 1.0000000180025095e-35 1.6171875000000002 0.54345703125000011 19.226562500000004 1.8500976562500002 5.7988281250000009 0.49658203125000006 7.8496093750000009 1.0502929687500002 19.500000000000004 0.46850585937500006 14.847656250000002 0.42260742187500006 8.2500000000000018 12.050781250000002 0.44042968750000006 0.73193359375000011 1.0000000180025095e-35 0.44360351562500006 14.050781250000002 1.0000000180025095e-35 0.39050292968750006 18.500000000000004 23.453125000000004
decision_type=2 2 2 2 2 2 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 10 6 9 -5 8 13 11 -3 21 18 -2 -8 19 -17 -18 -13 26 -19 23 -21 25 -25 -4 -10
right_child=1 2 5 4 -6 -7 14 -9 15 -11 -12 12 -14 -15 -16 16 17 20 -20 22 -22 -23 -24 24 -26 -27 -28
leaf_value=0.0091737905475607721 -0.0010688450037868794 -0.0044371996797348476 -0.001874934209427355 0.00593691911321979 0.0083069207129280714 0.0012786591570789531 0.001223440171057373 -0.0036476091192831155 -0.0021064662123468519 -0.0031667498422880418 -0.0015868389708336751 0.00038425989055180387 -0.0017318103618124353 0.0018229546524537877 0.0038445834121622361 -0.0029865809941655016 0.00037858177684902251 -0.0022194811017096092 0.0023890732939553265 -0.0024954545033342894 -0.0013106508255085103 -0.0010518487293572454 -0.0033158092472004041 -0.0015282134375514994 -0.00241738772425317 -0.0010070503969914497 -0.0015628790588187317
leaf_weight=146 142 96 96 122 143 159 117 172 112 174 180 107 168 101 132 100 133 126 96 96 206 99 109 101 107 97 100
leaf_count=146 142 96 96 122 143 159 117 172 112 174 180 107 168 101 132 100 133 126 96 96 206 99 109 101 107 97 100
internal_value=0 -0.000500733 0.000345142 0.00234332 0.00498603 -0.000965951 0.00370602 -0.00170809 -0.00143576 -0.00130748 -0.00257827 -0.000936048 -5.51949e-05 0.000133096 0.00261296 -0.00182399 -0.00141231 -0.00107376 0.00133235 -0.00238177 -0.00165557 -0.00158964 -0.00293164 -0.00172241 -0.00198563 -0.00143874 -0.00185006
internal_weight=0 3391 1994 790 514 1204 371 1397 1225 1045 276 871 371 243 249 982 565 465 203 417 332 500 205 401 208 193 212
internal_count=3537 3391 1994 790 514 1204 371 1397 1225 1045 276 871 371 243 249 982 565 465 203 417 332 500 205 401 208 193 212
is_linear=0
shrinkage=0.0140405


Tree=129
num_leaves=28
num_cat=0
split_feature=9 5 7 5 8 10 8 9 5 1 9 7 10 9 1 5 8 7 8 1 7 9 8 9 10 8 10
split_gain=28.2585 12.3773 29.4539 46.8967 24.3684 9.60905 8.12436 6.38468 5.01461 4.02778 7.35523 2.82968 5.30618 3.7744 2.55333 2.08356 1.33762 1.47228 1.27783 1.14409 0.738725 0.397361 0.354219 0.318662 0.449779 0.304856 0.244454
threshold=2.1289062500000004 8.5000000000000018 3.5000000000000004 15.500000000000002 4.8574218750000009 0.52441406250000011 3.7333984375000004 1.0039062500000002 10.500000000000002 8.0507812500000018 1.2280273437500002 3.5000000000000004 0.44042968750000006 1.0166015625000002 12.449218750000002 5.5000000000000009 2.4648437500000004 5.5000000000000009 4.5566406250000009 10.449218750000002 1.0000000180025095e-35 0.94604492187500011 1.7592773437500002 1.5830078125000002 0.41503906250000006 3.6298828125000004 0.42456054687500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 7 6 16 -3 -2 18 21 15 22 -14 -9 20 17 19 -5 -4 -1 -11 -13 24 -22 -17 -24
right_child=8 2 5 9 -6 -7 -8 14 -10 10 -12 12 13 -15 -16 25 -18 -19 -20 -21 23 -23 26 -25 -26 -27 -28
leaf_value=-0.00055833918005467411 0.0026347559566100983 0.0010319880110102983 -0.0026884644998406634 -0.0013350678663311864 0.010959638364437379 0.0025840202275958474 -0.0057327996208842574 0.0035074184521817642 0.0070113061411192544 -0.00096365752048930902 0.0024377752309099232 -0.0011199105213197317 -0.0012880213467482431 0.0021312661747614212 0.006391743365631173 -0.0026897129625771425 -0.0026517911311419438 -6.9331716243445173e-05 -0.0036260490738470865 -0.0009905725120094226 -0.0014537237358841085 -0.0021883475112261675 -0.0025701092573701505 -0.0012157527419544675 -0.0027529528607834327 -0.0037862722382827865 -0.0017060448862648027
leaf_weight=120 95 137 134 97 110 98 104 133 113 95 149 135 104 164 111 102 152 166 95 188 96 116 96 104 116 98 197
leaf_count=120 95 137 134 97 110 98 104 133 113 95 149 135 104 164 111 102 152 166 95 188 96 116 96 104 116 98 197
internal_value=0 -0.000327464 0.000404631 0.00198156 0.00513832 -0.00154874 -0.00209311 0.00345762 0.0050124 -0.000826347 4.95354e-05 -0.0013635 -0.000744879 0.000804378 0.00481955 -0.00204048 -0.00150166 -0.00114342 -0.00246863 -0.00169715 -0.00149619 -0.00163695 -0.00171497 -0.00185234 -0.00216462 -0.00322703 -0.00198915
internal_weight=0 3217 1885 1043 491 842 744 381 208 552 360 1332 696 268 244 636 640 488 192 322 436 211 428 316 212 200 293
internal_count=3425 3217 1885 1043 491 842 744 381 208 552 360 1332 696 268 244 636 640 488 192 322 436 211 428 316 212 200 293
is_linear=0
shrinkage=0.0140405


Tree=130
num_leaves=26
num_cat=0
split_feature=0 10 8 5 5 9 1 9 8 1 5 10 8 1 1 1 8 5 5 9 5 0 1 9 1
split_gain=46.834 14.4141 10.2895 10.3657 22.9882 24.9911 11.1549 11.0501 4.19357 3.90616 3.69377 1.57407 2.16689 1.77328 1.2616 3.40403 1.15438 1.24587 0.927627 1.20356 0.755417 0.45866 0.455389 0.14853 0.0947176
threshold=10.800781250000002 0.58935546875000011 7.0742187500000009 8.5000000000000018 16.500000000000004 1.0859375000000002 8.0507812500000018 1.3842773437500002 1.7338867187500002 13.652343750000002 11.500000000000002 0.39648437500000006 4.7343750000000009 11.949218750000002 8.0507812500000018 6.5507812500000009 4.5605468750000009 19.500000000000004 21.500000000000004 1.0502929687500002 5.5000000000000009 19.523437500000004 10.949218750000002 1.0083007812500002 13.550781250000002
decision_type=2 2 2 2 2 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 5 8 10 -8 24 -10 -7 20 13 14 15 -13 17 21 19 -19 -2 -6 -20 -15 -5
right_child=1 -3 -4 4 16 6 7 -9 9 -11 -12 12 -14 23 -16 -17 -18 18 22 -21 -22 -23 -24 -25 -26
leaf_value=0.0093510848330755226 -0.001892227297503109 0.0046898252764651016 -0.0052237299030706815 -0.0018122140083760029 -0.0014091587987579656 0.0038388337329357649 0.0033423609735841455 0.009510040442910591 -0.0010178052683027673 0.0020234042474708515 0.00052765889806505165 0.00015057702371201303 -0.0027572793786760424 -0.0013182851810376705 0.00055832346621918869 -0.0031252000398576088 -0.0025519644831801598 -0.0010857663311657994 -0.0008059138857979066 0.00099849475179355075 -0.0034018931104182891 -0.0024907338702674616 -0.0020613276593704219 -0.0018475892989840055 -0.002395634493573003
leaf_weight=97 173 101 96 128 147 109 134 100 176 158 170 183 164 173 173 95 177 125 111 97 105 163 117 264 96
leaf_count=97 173 101 96 128 147 109 134 100 176 158 170 183 164 173 173 95 177 125 111 97 105 163 117 264 96
internal_value=0 -0.000537999 -0.000691758 -0.00056142 7.535e-05 0.00148052 0.00371738 0.00597812 -0.00057595 0.000420851 0.00182127 -0.0015228 -0.0012745 -0.00100065 -0.000383034 -0.000968843 -0.00153077 -0.00129294 -0.000821108 -0.000175076 -0.00246242 -0.00197786 -0.00145014 -0.00163805 -0.00206225
internal_weight=0 3535 3434 3338 2008 1071 513 234 558 334 279 1330 1052 888 451 278 937 760 450 222 278 310 228 437 224
internal_count=3632 3535 3434 3338 2008 1071 513 234 558 334 279 1330 1052 888 451 278 937 760 450 222 278 310 228 437 224
is_linear=0
shrinkage=0.0140405


Tree=131
num_leaves=30
num_cat=0
split_feature=3 5 5 8 8 6 7 8 5 8 8 0 5 7 0 8 0 8 8 5 8 7 5 8 8 8 0 8 0
split_gain=21.3673 31.9065 89.375 34.8342 11.4726 9.94272 9.30919 9.01899 4.96935 4.66015 4.15077 3.25756 3.1649 2.92198 7.69416 4.12978 1.83241 1.60932 1.34392 1.33668 1.68421 1.23125 1.12857 0.650571 0.522637 0.452649 0.183258 0.0764067 0.0387794
threshold=1.0000000180025095e-35 8.5000000000000018 14.500000000000002 3.3027343750000004 2.9267578125000004 1.0000000180025095e-35 2.5000000000000004 2.1875000000000004 5.5000000000000009 5.0410156250000009 4.0683593750000009 15.750000000000002 19.500000000000004 5.5000000000000009 20.351562500000004 2.1064453125000004 19.953125000000004 2.8212890625000004 4.7109375000000009 17.500000000000004 3.6269531250000004 1.5000000000000002 11.500000000000002 3.0439453125000004 1.0805664062500002 2.6406250000000004 23.351562500000004 2.8212890625000004 22.648437500000004
decision_type=2 2 2 2 2 2 2 2 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 7 13 -6 22 -3 10 11 25 -4 -11 15 -15 16 -2 26 23 -19 -21 -12 -5 -10 -18 -1 -13 -9 -16
right_child=4 2 9 6 5 -7 -8 27 18 12 21 17 -14 14 28 -17 24 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0021307484345558692 -0.00320291410898948 -0.00090384432510433961 -0.0035252339134988382 0.0066722995384274515 -0.0021662954341591682 -0.0073196751513295664 0.012744959643392591 0.0045581862031671121 -0.0028522337508120671 0.0025530269682737749 -0.00037231145074888744 -0.0021561163207407634 -0.00090015629767926507 0.0026952096330208801 -0.0017584559929433605 0.0009913115715806972 -0.0018902822822114535 0.00096335043072009541 -0.0041775911513329596 0.00016417605931048961 -0.0022149754815150896 0.001632926386145823 0.0086773982610295723 -0.0013108006084827405 -0.00047036859919748019 -0.0011251159926330238 -0.0013748240324739181 0.0040105213188667763 -0.0013593517441941566
leaf_weight=164 166 98 118 117 243 106 102 103 125 115 105 145 96 149 95 110 108 106 96 127 109 142 105 95 97 191 100 98 97
leaf_count=164 166 98 118 117 243 106 102 103 125 115 105 145 96 149 95 110 108 106 96 127 109 142 105 95 97 191 100 98 97
internal_value=0 0.000706014 0.00194174 0.00604449 -0.00159866 -0.00373151 0.00923386 0.00258845 -0.00136564 -0.000848669 -0.000617204 -0.00139654 0.00098191 -0.000693114 0.000301102 -0.00139795 -0.00210636 -0.00096863 -0.00279147 -0.000346394 -0.000934669 0.000780497 0.00762066 -0.00218661 -0.00121842 -0.00158969 -0.00183722 0.00429117 -0.00155683
internal_weight=0 2457 1539 623 1171 349 324 299 918 916 602 705 211 822 341 481 371 587 316 342 236 247 222 220 205 355 245 201 192
internal_count=3628 2457 1539 623 1171 349 324 299 918 916 602 705 211 822 341 481 371 587 316 342 236 247 222 220 205 355 245 201 192
is_linear=0
shrinkage=0.0140405


Tree=132
num_leaves=28
num_cat=0
split_feature=5 7 5 8 8 5 8 7 8 5 9 5 7 10 9 5 1 8 1 7 1 8 10 9 8 9 10
split_gain=32.3992 50.6727 68.3332 81.4526 15.6945 9.16492 12.3715 4.38964 14.1885 11.204 4.9583 3.90691 3.28213 3.74419 2.97761 2.8955 1.97135 1.43864 0.762823 0.565157 0.697313 0.500655 0.337645 0.306926 0.0814184 0.174074 0.0782346
threshold=8.5000000000000018 3.5000000000000004 17.500000000000004 5.7851562500000009 2.4863281250000004 14.500000000000002 4.0175781250000009 4.5000000000000009 3.1171875000000004 15.500000000000002 1.0654296875000002 19.500000000000004 3.5000000000000004 0.43945312500000006 1.0654296875000002 5.5000000000000009 5.2500000000000009 4.2226562500000009 8.8476562500000018 5.5000000000000009 12.347656250000002 4.6210937500000009 0.44506835937500006 1.0502929687500002 1.4750976562500002 1.2236328125000002 0.43945312500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 -2 6 -6 9 10 -3 19 -4 15 24 -15 16 -1 -17 -18 22 -21 23 -9 -13 -14 -26 -20
right_child=1 7 11 -5 5 -7 -8 8 -10 -11 -12 21 13 14 -16 17 18 -19 26 20 -22 -23 -24 -25 25 -27 -28
leaf_value=0.00017487191074581448 -0.0010296705361550543 0.0035020481222930869 0.0009065521784352809 0.016938935167292592 0.0040575082679179843 0.0023452567190538325 0.0097413721658919546 -0.0016003637685364262 -0.0066529720106823951 -0.0021832031625113723 0.0018836214520193406 -0.0018603037614974454 -0.0012454262371028577 -0.0011503517862020982 0.0019269932262847749 -0.0024833388732716567 -0.0029148194456867114 -0.004691530014515259 -0.0013584002482318466 -0.00014854755636909062 -0.0018364748996967308 -0.0024781195409620768 -0.0026583242065160613 -0.00079140769516967795 -0.0020634774496164727 -0.0014018855521383974 -0.0018688712141595356
leaf_weight=107 104 121 173 113 182 168 129 159 101 157 101 103 116 110 142 141 119 99 157 97 96 110 95 109 135 187 95
leaf_count=107 104 121 173 113 182 168 129 159 101 157 101 103 116 110 142 141 119 99 157 97 96 110 95 109 135 187 95
internal_value=0 0.0012767 0.00319268 0.00602891 0.00391427 0.0049877 0.00641512 -0.00118493 -0.00181728 0.000291313 -0.000926028 -0.000795221 -0.00147136 -0.000779851 0.000583708 -0.0021359 -0.00150411 -0.00339422 -0.00198834 -0.00156087 -0.000988138 -0.00170953 -0.00199606 -0.00131073 -0.00156436 -0.00167926 -0.00155084
internal_weight=0 2118 1191 696 583 479 311 927 649 278 548 495 1408 690 252 718 478 240 371 447 193 322 254 212 438 322 252
internal_count=3526 2118 1191 696 583 479 311 927 649 278 548 495 1408 690 252 718 478 240 371 447 193 322 254 212 438 322 252
is_linear=0
shrinkage=0.0140405


Tree=133
num_leaves=28
num_cat=0
split_feature=9 5 5 5 5 4 8 8 4 5 7 5 8 9 5 9 8 7 8 8 7 8 9 9 9 5 9
split_gain=18.4116 18.7109 47.7101 5.45921 14.1367 22.2881 6.38981 3.17093 3.13519 2.96234 2.88118 1.73752 1.67691 4.48502 1.61298 1.45246 2.46463 1.71711 1.6838 1.11363 0.896803 0.499427 0.316317 0.312652 0.232267 0.134078 0.13324
threshold=1.6372070312500002 8.5000000000000018 17.500000000000004 8.5000000000000018 14.500000000000002 1.0000000180025095e-35 2.5175781250000004 5.2519531250000009 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 5.5000000000000009 2.6357421875000004 0.73559570312500011 10.500000000000002 1.1933593750000002 2.6103515625000004 5.5000000000000009 3.8505859375000004 5.8808593750000009 3.5000000000000004 3.4873046875000004 0.78955078125000011 1.8798828125000002 0.56494140625000011 11.500000000000002 1.0083007812500002
decision_type=2 2 2 2 2 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 7 8 5 25 -7 -3 12 23 -6 21 13 24 -8 16 17 20 -17 -4 -12 26 -22 -2 -1 -5 -10
right_child=1 2 19 4 10 6 14 -9 11 -11 15 -13 -14 -15 -16 18 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0017537164861920452 -0.00056463973758504179 0.0052248052459678189 -0.0006510799348076531 -0.0015019656175628271 0.00054106549872851657 0.00087958675273155798 0.0061321757707624722 0.0083400340127396649 -0.0016749841589871141 -0.0030050763564936776 -0.00074673729055967834 -0.0032985382953316517 -0.0016143989819267875 0.0022439848386839934 0.0038943686339914033 0.00050279144319817569 -0.0033873136906792203 0.00013464362521346845 -0.0019668106009579365 -0.0026821571358559785 -0.0019212489118824582 -0.00088370956447306637 -0.0029709175065462442 0.00053901719338152827 -0.00078425102553955725 -0.00214882084906132 -0.002298353495749699
leaf_weight=100 107 100 121 131 153 124 101 181 142 99 98 182 214 112 171 124 163 112 97 95 140 120 95 96 95 122 129
leaf_count=100 107 100 121 131 153 124 101 181 142 99 98 182 214 112 171 124 163 112 97 95 140 120 95 96 95 122 129
internal_value=0 0.00174251 0.00341739 -0.000681247 -0.000166557 0.00144136 0.0035211 0.00723141 -0.00144858 -0.00101382 -0.00122922 -0.0021653 -0.000660327 4.72575e-06 0.00472532 -0.00155595 -0.00191027 -0.00136924 -0.000581152 -0.00154438 -0.00187505 -0.0016378 -0.00234558 -4.27133e-05 -0.00128141 -0.00181389 -0.00197172
internal_weight=0 799 497 2725 1631 649 396 281 1094 302 982 573 521 307 272 829 608 445 221 216 333 391 235 203 195 253 271
internal_count=3524 799 497 2725 1631 649 396 281 1094 302 982 573 521 307 272 829 608 445 221 216 333 391 235 203 195 253 271
is_linear=0
shrinkage=0.0140405


Tree=134
num_leaves=27
num_cat=0
split_feature=9 5 5 9 1 8 0 6 9 5 7 5 0 5 0 1 0 1 7 0 8 0 8 0 8 7
split_gain=30.7393 18.0641 55.6455 17.2155 8.02797 7.95127 6.33729 5.441 9.35695 3.45528 3.21304 5.00724 2.51398 2.46382 1.6185 1.12535 0.776356 1.86514 1.39527 0.910686 0.720302 0.44954 0.371516 0.190592 0.118836 0.101699
threshold=1.5014648437500002 8.5000000000000018 14.500000000000002 1.9609375000000002 8.2500000000000018 4.5781250000000009 13.449218750000002 1.0000000180025095e-35 1.1313476562500002 15.500000000000002 3.5000000000000004 9.5000000000000018 18.031250000000004 4.5000000000000009 23.148437500000004 5.3496093750000009 14.750000000000002 11.250000000000002 2.5000000000000004 20.851562500000004 1.6171875000000002 21.953125000000004 2.1923828125000004 17.218750000000004 3.0439453125000004 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
left_child=7 5 3 -3 6 -2 -4 16 9 10 11 -9 -10 -7 20 -8 -1 18 -18 -19 -12 -21 -11 -20 25 -23
right_child=1 2 4 -5 -6 13 15 8 12 22 14 -13 -14 -15 -16 -17 17 19 23 21 -22 24 -24 -25 -26 -27
leaf_value=-0.0023595399903488202 0.0027817376357510042 0.0058231023616419205 0.0020278378481574256 0.013523246624922217 0.0036659300632257089 -0.0004516324616667125 -0.0012124724548394782 -0.001357045843435022 0.0006193458713641245 -0.0018259252120101442 -0.0012906233943848469 0.0025411519530915451 0.003242445770889025 -0.0031978746204625015 -0.0023744237939349959 -0.0033361913587350569 0.00096493471400688354 -0.0026544116324784968 -0.0006035925936350823 -0.00056236444551357133 2.6417308840401066e-05 -0.0020364736218607998 -0.0030245128567552727 -0.0014688213720799074 -0.0013663411526024689 -0.001534369495042839
leaf_weight=160 110 144 100 95 105 139 95 114 131 100 145 151 160 120 134 102 102 149 97 98 188 151 104 104 257 168
leaf_count=160 110 144 100 95 105 139 95 114 131 100 145 151 160 120 134 102 102 149 97 98 188 151 104 104 257 168
internal_value=0 0.00209399 0.00351867 0.00888383 0.00032893 -0.000380842 -0.000850817 -0.000806212 -0.000137369 -0.000821023 -0.000370678 0.000864191 0.0020616 -0.00172402 -0.00107141 -0.00231206 -0.00144437 -0.00131433 -0.00037255 -0.00166106 -0.000547069 -0.00144146 -0.00243697 -0.00105127 -0.00159103 -0.00177204
internal_weight=0 1010 641 239 402 369 297 2513 1227 936 732 265 291 259 467 197 1286 1126 303 823 333 674 204 201 576 319
internal_count=3523 1010 641 239 402 369 297 2513 1227 936 732 265 291 259 467 197 1286 1126 303 823 333 674 204 201 576 319
is_linear=0
shrinkage=0.0140405


Tree=135
num_leaves=29
num_cat=0
split_feature=9 0 9 7 6 7 8 1 1 0 3 8 8 7 8 0 0 8 0 0 0 1 8 8 0 1 1 1
split_gain=30.3064 17.3973 18.3125 8.48423 7.39705 11.0345 6.07746 3.85676 7.04111 2.42525 3.30365 3.10272 2.90262 2.20844 2.09899 1.47468 1.70716 1.46862 1.16863 0.633277 1.80257 0.382352 0.315825 0.470091 0.229003 0.224622 0.0679763 0.0653079
threshold=1.8378906250000002 16.953125000000004 2.2255859375000004 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 2.8828125000000004 6.0996093750000009 8.0507812500000018 24.546875000000004 1.0000000180025095e-35 2.6357421875000004 2.7890625000000004 5.5000000000000009 4.0097656250000009 12.652343750000002 16.148437500000004 2.3974609375000004 14.750000000000002 21.453125000000004 20.851562500000004 10.449218750000002 3.4248046875000004 2.2197265625000004 23.648437500000004 13.750000000000002 16.453125000000004 13.949218750000002
decision_type=2 2 2 2 2 2 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 15 6 17 -8 -9 10 11 -7 13 21 -10 -1 18 -6 -17 20 22 -12 23 -18 27 -26 -27 -21
right_child=1 -3 -4 -5 5 9 7 8 14 -11 12 -13 -14 -15 -16 16 19 -19 -20 24 -22 -23 -24 -25 25 26 -28 -29
leaf_value=-0.0027667567594976961 0.0021612443253236505 0.0072564522036540008 0.0058646701084738694 -0.003340505663493545 -0.0012881725673380426 -0.00075847806014278023 0.0044152800944756475 -0.0016567677696322398 0.0016900268039677308 -0.0030293067876083156 -0.0021068035970834404 0.0025963697092823194 -0.0035143041626059558 0.00070139945554036803 0.0041183303178256702 -0.00091844008778837105 -0.0015541130352739758 0.00068570972147179155 0.0011237444800804336 -0.0021840698882389193 0.00086050592839174815 -0.0009467733489674394 -0.0018022293027569042 -0.0002334744342213295 -0.0010318063598983402 -0.0018993530777943431 -0.0014130349633065811 -0.0016936833851080963
leaf_weight=105 101 152 125 122 138 122 127 98 169 99 129 98 97 128 120 112 119 161 109 98 95 99 151 96 214 118 109 118
leaf_count=105 101 152 125 122 138 122 127 98 169 99 129 98 97 128 120 112 119 161 109 98 95 99 151 96 214 118 109 118
internal_value=0 0.00329362 0.00156272 -0.000848682 -0.000437523 0.000224741 0.00136633 0.0022922 0.00159548 -0.000977472 -0.000675641 0.000735954 -0.00136118 -0.00077452 0.00269832 -0.00116445 -0.00103881 -0.000225313 8.87912e-05 -0.0012617 -0.00086278 -0.00160311 -0.00131008 -0.000964433 -0.00154162 -0.00135817 -0.00166583 -0.00191617
internal_weight=0 500 348 223 3029 1585 813 514 387 772 673 220 453 356 289 1444 1339 299 221 1118 461 228 366 215 657 441 227 216
internal_count=3529 500 348 223 3029 1585 813 514 387 772 673 220 453 356 289 1444 1339 299 221 1118 461 228 366 215 657 441 227 216
is_linear=0
shrinkage=0.0140405


Tree=136
num_leaves=29
num_cat=0
split_feature=0 5 5 4 10 0 5 1 0 10 0 1 1 10 4 5 10 10 1 1 10 5 5 10 1 0 5 1
split_gain=41.2828 19.5088 40.2568 73.2461 15.235 6.54307 8.65869 4.85456 3.25624 2.86482 2.63402 5.65774 5.90029 1.83422 1.42152 2.24114 1.37354 0.888294 0.831671 0.608731 0.545056 0.447845 0.354573 0.293284 0.0837875 0.0757935 0.0439364 0.00931173
threshold=11.250000000000002 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 0.53466796875000011 22.546875000000004 12.500000000000002 4.2500000000000009 16.453125000000004 0.46850585937500006 17.109375000000004 10.550781250000002 8.0507812500000018 0.49658203125000006 1.0000000180025095e-35 5.5000000000000009 0.47351074218750006 0.47705078125000006 11.250000000000002 4.0507812500000009 0.42358398437500006 17.500000000000004 21.500000000000004 0.42944335937500006 13.050781250000002 22.750000000000004 1.0000000180025095e-35 15.750000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 8 5 6 -5 9 -3 -2 13 12 -12 19 16 17 24 18 -16 -4 -10 -13 25 -17 -9 -23 -26 -20
right_child=1 2 10 4 -6 -7 -8 14 20 -11 11 21 -14 -15 15 23 -18 -19 27 -21 -22 22 -24 -25 26 -27 -28 -29
leaf_value=0.0078200672964260382 -0.0009694699720414761 -0.0047879530981350229 -0.002019365186254406 0.0078041814724271394 0.0099026941218456309 0.0023955954908323751 0.0030436478212548484 -0.0010992741373156128 -0.0023820742920982927 0.0023830312483268108 -0.00055124082607616726 -0.0021141574370193519 0.0039953631225708806 -0.0032140178531368025 -4.5381609101400981e-05 -0.0037726435189092272 0.00042946340240076998 -0.0023065536072390245 -0.0016789252837266131 -0.00064009209798891438 -0.00090054871357543966 -0.00046567191406607079 -0.0017139773672154282 -0.0027589575903824558 -0.001429852004294626 -0.00098416593404519531 -0.0017999978255350125 -0.0014843667179642067
leaf_weight=138 100 99 105 181 138 170 129 104 101 101 134 111 97 133 108 95 98 168 98 158 95 96 118 138 169 132 101 96
leaf_count=138 100 99 105 181 138 170 129 104 101 101 134 111 97 133 108 95 98 168 98 158 95 96 118 138 169 132 101 96
internal_value=0 -1.48646e-05 0.000871496 0.00304366 0.00579128 0.00460925 0.00582319 -0.00130125 -0.00271237 0.00071512 -0.000958011 -0.000432923 0.00135794 -0.00187028 -0.00164617 -0.00204633 -0.00105017 -0.00148816 -0.0010329 -0.00119075 -0.00166399 -0.00133815 -0.0010892 -0.00317226 -0.00143789 -0.000765853 -0.00156831 -0.00158265
internal_weight=0 3373 1997 913 618 480 310 1376 295 201 1084 688 231 396 1175 703 472 470 302 263 196 457 346 233 374 228 270 194
internal_count=3511 3373 1997 913 618 480 310 1376 295 201 1084 688 231 396 1175 703 472 470 302 263 196 457 346 233 374 228 270 194
is_linear=0
shrinkage=0.0140405


Tree=137
num_leaves=30
num_cat=0
split_feature=8 1 0 9 8 1 1 1 10 0 0 9 1 9 0 4 10 10 1 9 9 1 0 8 10 1 10 3 0
split_gain=45.5724 29.6876 16.4849 6.76061 3.33822 3.58672 3.26802 3.00095 4.05584 3.83068 2.02868 1.61759 1.45862 1.45709 1.42867 1.28637 1.36736 1.08969 0.94568 0.851146 0.848681 0.839331 0.744406 0.567206 0.397727 0.192922 0.121292 0.0597571 0.0626912
threshold=5.7851562500000009 2.1494140625000004 15.949218750000002 1.0541992187500002 4.4082031250000009 4.2500000000000009 6.6503906250000009 5.7988281250000009 0.49047851562500006 15.750000000000002 14.000000000000002 0.63159179687500011 15.750000000000002 1.2578125000000002 20.351562500000004 1.0000000180025095e-35 0.44042968750000006 0.40600585937500006 17.046875000000004 1.2983398437500002 1.1225585937500002 8.2500000000000018 13.152343750000002 3.1035156250000004 0.40747070312500006 10.152343750000002 0.38098144531250006 1.0000000180025095e-35 23.851562500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 10 7 -6 -7 9 13 22 -1 26 15 20 21 16 24 -17 -14 -10 -9 -8 -5 -22 -13 -19 -12 -28 -29
right_child=1 2 -4 4 5 6 14 8 19 -11 11 12 18 -15 -16 17 -18 25 -20 -21 23 -23 -24 -25 -26 -27 27 28 -30
leaf_value=-0.0031237466631531801 0.010378914674755794 -0.001316399499411145 0.0062947163576613204 0.0013083627007928012 -0.0032644242677373463 0.0019996626521401081 -0.0026651292857694238 0.0010484588913926116 -0.00066046610625529727 0.0035831903108663444 -0.00132355667970627 -0.0016675139254673844 0.0012109722674302397 0.0016899910446660713 -0.00010245314643324799 -0.00063187312423231543 0.0008651958528109947 -0.0016962568030231826 -0.00068724272219993702 -0.0024379473132797565 0.00031588237522786226 -0.00082260376547022701 -0.00044023871313465698 -0.001194737108369523 -0.00041995021448119749 -0.0024769033807378084 -0.0021377846796309351 -0.0019060634885226053 -0.0014631408013106107
leaf_weight=106 121 137 95 95 96 98 96 123 101 125 102 106 105 189 234 149 111 109 102 112 98 99 97 98 96 146 114 187 95
leaf_count=106 121 137 95 95 96 98 96 123 101 125 102 106 105 189 234 149 111 109 102 112 98 99 97 98 96 146 114 187 95
internal_value=0 0.00474079 0.00180022 -0.000575923 4.41252e-05 -0.00076835 -0.000313657 0.000531767 3.11842e-05 0.00167032 -0.00124994 -0.00111026 -0.000762609 0.000713073 -0.000842108 -0.00106235 -0.000386693 -0.00158581 0.00027562 -0.0015951 0.000134272 -0.00172969 0.000424955 -0.000439427 -0.00107461 -0.00214322 -0.00175531 -0.00186651 -0.00175685
internal_weight=0 353 232 3189 1661 623 527 1038 721 317 1528 1422 924 508 429 717 313 404 207 213 319 195 192 196 202 255 498 396 282
internal_count=3542 353 232 3189 1661 623 527 1038 721 317 1528 1422 924 508 429 717 313 404 207 213 319 195 192 196 202 255 498 396 282
is_linear=0
shrinkage=0.0140405


Tree=138
num_leaves=26
num_cat=0
split_feature=0 0 8 0 6 6 7 8 0 0 0 8 3 8 0 0 4 7 0 8 8 4 8 1 8
split_gain=28.2905 15.4837 16.753 21.9626 20.633 5.54154 7.27749 5.46552 4.77803 1.94867 1.59306 1.97704 1.39494 0.734034 1.51998 0.890815 0.647318 0.716622 0.543908 0.311899 0.314934 0.642661 1.26361 0.280677 0.17581
threshold=11.250000000000002 12.000000000000002 4.6210937500000009 16.750000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 4.0097656250000009 14.000000000000002 21.648437500000004 17.515625000000004 3.5126953125000004 1.0000000180025095e-35 3.0292968750000004 20.851562500000004 22.546875000000004 1.0000000180025095e-35 5.5000000000000009 24.750000000000004 3.4248046875000004 3.0107421875000004 1.0000000180025095e-35 1.3007812500000002 14.750000000000002 4.5781250000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 8 -5 10 7 13 -4 16 11 12 -3 15 -15 -7 17 -8 -11 20 21 22 -12 -23 -21
right_child=1 2 3 4 -6 6 9 -9 -10 18 19 -13 -14 14 -16 -17 -18 -19 -20 24 -22 23 -24 -25 -26
leaf_value=0.0064773675384255918 -0.0056482659913387658 -0.0022071508638129276 0.0016308695525528952 0.00065298345389344788 0.0084153589279150117 0.00086063056806863839 -0.0012479093963913477 0.0036412319424031811 -0.0019429369219574626 -0.0013406454536717891 -0.0018651782581238664 0.001450956192294809 -2.6059754403082937e-05 0.00013933817306687862 0.0024368623767530872 -0.00059620435547353605 0.00066781223940647874 0.00017061045988884187 -0.002669838450036086 -0.002111730171169033 -0.00047704969053962728 -0.002313267077806957 4.8994560236460683e-05 -0.001431722727693202 -0.001448940380396956
leaf_weight=132 98 100 128 119 156 164 157 141 174 165 128 95 137 128 102 167 107 127 96 143 98 121 145 173 176
leaf_count=132 98 100 128 119 156 164 157 141 174 165 128 95 137 128 102 167 107 127 96 143 98 121 145 173 176
internal_value=0 -0.000149683 1.62735e-05 0.00218576 0.00505637 -0.000452562 0.000178048 0.00117007 -0.000428211 -0.000890045 -0.00110138 -0.000260375 -0.000946351 0.000548971 0.00115824 0.000125611 -0.000262911 -0.000613571 -0.00182954 -0.00138514 -0.001212 -0.00133903 -0.000848493 -0.00179454 -0.00174605
internal_weight=0 3345 3247 577 275 2670 1354 702 302 652 1316 332 237 561 230 331 391 284 261 984 665 567 273 294 319
internal_count=3477 3345 3247 577 275 2670 1354 702 302 652 1316 332 237 561 230 331 391 284 261 984 665 567 273 294 319
is_linear=0
shrinkage=0.0140405


Tree=139
num_leaves=29
num_cat=0
split_feature=9 6 5 5 6 9 5 5 8 7 5 8 7 4 5 8 5 9 8 9 4 7 9 8 5 9 8 7
split_gain=27.8068 19.1208 8.92232 13.3063 6.04615 9.71444 10.7581 10.8182 8.46377 3.96539 2.89977 1.09197 0.750622 1.16129 0.619514 0.50196 0.438008 0.432992 0.629218 1.24875 0.7139 0.353516 0.346091 0.28088 0.242686 0.111212 0.0456208 0.0145654
threshold=1.7099609375000002 1.0000000180025095e-35 10.500000000000002 15.500000000000002 1.0000000180025095e-35 1.0541992187500002 8.5000000000000018 15.500000000000002 4.0253906250000009 1.0000000180025095e-35 12.500000000000002 6.3789062500000009 2.5000000000000004 1.0000000180025095e-35 20.500000000000004 2.3974609375000004 11.500000000000002 0.63745117187500011 4.2480468750000009 1.2456054687500002 1.0000000180025095e-35 1.5000000000000002 0.74169921875000011 1.9262695312500002 18.500000000000004 1.1708984375000002 1.3593750000000002 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=4 11 -3 -4 14 9 -7 8 10 -6 -8 24 -11 22 17 -16 -15 -1 19 20 23 -22 26 -19 -2 -17 -14 -20
right_child=1 2 3 -5 5 6 7 -9 -10 12 -12 -13 13 16 15 25 -18 18 27 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0016509229877274883 0.00018190003723727766 0.0018524599559965379 0.0090711775416631706 0.0023290117496985591 0.0017740554784681682 -0.0021006594391564204 0.0036345090328042963 -0.0008145737372627145 0.0071638367720915398 -0.0021015243467760445 0.00060053302683152462 -0.0011159289750571648 -0.0015345730558272109 0.00053592010271002262 -0.0010466494931980622 -0.0024429180051729967 -0.00073985648296906459 0.00023900425907525996 -0.0012809785905186759 0.0006607950678083549 -0.00069166845044494251 -0.0017336904476507786 -0.00069929276315615981 -0.00078872564419533672 0.0011414870019009647 -0.001777372212118963 -0.0018964845113403975 -0.0014973013587538952
leaf_weight=154 101 129 147 95 101 132 148 146 101 144 107 99 175 100 155 100 113 101 97 124 98 186 95 109 107 98 113 167
leaf_count=154 101 129 147 95 101 132 148 146 101 144 107 99 175 100 155 100 113 101 97 124 98 186 95 109 107 98 113 167
internal_value=0 0.00268985 0.00483473 0.00642446 -0.000472289 0.000153735 0.00146608 0.00240395 0.00372391 -0.000835598 0.00236143 9.78308e-05 -0.00119178 -0.000971976 -0.00113707 -0.00164506 -0.0001409 -0.000963986 -0.000844045 -0.000598937 -0.000915145 -0.00137412 -0.00143417 -0.000294437 0.000675534 -0.00211351 -0.00167657 -0.00141782
internal_weight=0 678 371 242 2864 1475 634 502 356 841 255 307 740 596 1389 353 213 1036 882 618 494 284 383 210 208 198 288 264
internal_count=3542 678 371 242 2864 1475 634 502 356 841 255 307 740 596 1389 353 213 1036 882 618 494 284 383 210 208 198 288 264
is_linear=0
shrinkage=0.0140405


Tree=140
num_leaves=29
num_cat=0
split_feature=9 5 5 5 5 9 7 7 5 7 10 10 5 9 9 9 7 7 10 10 10 10 4 5 7 9 10 5
split_gain=63.68 46.2422 28.0772 5.97987 10.8387 12.0982 3.52648 2.58719 2.51815 3.58878 2.47883 2.08664 1.73275 1.6861 1.85258 1.66219 1.29426 0.778312 0.69075 0.522156 0.470172 0.370741 0.289003 0.276704 0.253162 0.173475 0.135208 0.138007
threshold=1.7792968750000002 9.5000000000000018 16.500000000000004 7.5000000000000009 15.500000000000002 0.99853515625000011 3.5000000000000004 1.5000000000000002 9.5000000000000018 3.5000000000000004 0.49658203125000006 0.38940429687500006 12.500000000000002 1.1396484375000002 1.3730468750000002 1.4028320312500002 5.5000000000000009 3.5000000000000004 0.43041992187500006 0.47558593750000006 0.44702148437500006 0.43750000000000006 1.0000000180025095e-35 11.500000000000002 1.5000000000000002 0.90527343750000011 0.39843750000000006 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=3 7 -3 6 5 11 15 -2 -7 12 21 -5 -10 16 -15 18 20 -13 24 -16 22 26 -6 -19 -1 -24 -8 -28
right_child=1 2 -4 4 13 8 10 -9 9 -11 -12 17 -14 14 19 -17 -18 23 -20 -21 -22 -23 25 -25 -26 -27 27 -29
leaf_value=-0.0018423056379778251 -0.0019178792134344552 0.011591293086298703 0.0036937678290934477 0.00084590928059661674 -0.0011521210954416044 0.00079784448434854415 -0.0018077100489668539 0.0010232315376217361 0.005193543272195446 0.00086351802034486736 0.001258703041181681 -0.00229251922292392 0.0028450918598328595 0.00077733547813730903 -0.0020624938594554086 -0.0036416145106585823 -0.00033729639330434412 -0.00030234815683720352 -0.00089619463435448388 -0.00062405339109775635 -0.0027631593475428494 -0.00051421610817463229 -0.0024484905913034548 -0.0012782844069503237 -0.0028070189837559223 -0.0016669048433895441 -0.0014763386149881498 -0.00084978707577489283
leaf_weight=117 115 176 179 121 103 133 106 121 120 103 99 107 128 138 99 145 107 103 105 100 131 130 110 129 99 114 170 117
leaf_count=117 115 176 179 121 103 133 106 121 120 103 99 107 128 138 99 145 107 103 105 100 131 130 110 129 99 114 170 117
internal_value=0 0.00440695 0.00760916 -0.000644779 -0.000158151 0.000893504 -0.00147044 -0.000409937 0.00244308 0.00306649 -0.000778547 -0.000736924 0.00398144 -0.00125877 -0.000472759 -0.00239395 -0.0017276 -0.00130189 -0.00183036 -0.00133966 -0.00205241 -0.00116418 -0.00176767 -0.000845002 -0.00228447 -0.00205072 -0.00137919 -0.00122092
internal_weight=0 591 355 2934 1846 944 1088 236 484 351 622 460 248 902 337 466 565 339 321 199 458 523 327 232 216 224 393 287
internal_count=3525 591 355 2934 1846 944 1088 236 484 351 622 460 248 902 337 466 565 339 321 199 458 523 327 232 216 224 393 287
is_linear=0
shrinkage=0.0140405


Tree=141
num_leaves=26
num_cat=0
split_feature=3 5 5 8 8 1 8 7 5 5 1 8 8 5 8 1 7 1 8 8 8 1 5 1 8
split_gain=8.24929 17.0271 44.9782 11.4373 9.12927 5.45492 4.30411 3.78177 2.82118 2.28712 1.91722 1.55994 1.5378 2.19839 1.0491 0.672269 0.587119 0.469427 0.416791 0.350952 0.506313 0.253459 0.158753 0.111856 0.0828771
threshold=1.0000000180025095e-35 8.5000000000000018 14.500000000000002 4.1093750000000009 3.7333984375000004 5.2500000000000009 2.2197265625000004 3.5000000000000004 16.500000000000004 5.5000000000000009 14.550781250000002 5.4179687500000009 1.0307617187500002 8.5000000000000018 4.7792968750000009 9.6523437500000018 5.5000000000000009 7.2500000000000009 2.0292968750000004 3.1962890625000004 2.2988281250000004 8.6523437500000018 1.5000000000000002 14.750000000000002 3.0107421875000004
decision_type=2 2 2 2 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 12 -4 -3 9 -7 17 -8 -5 23 16 19 18 -14 -1 -15 20 -10 -11 -19 -2 -24
right_child=4 2 5 11 -6 8 10 -9 14 21 -12 -13 13 15 -16 -17 -18 22 -20 -21 -22 -23 24 -25 -26
leaf_value=-0.00069778255390770235 -0.0020130283676617457 9.9462913029338662e-05 0.0012863453397765235 0.0055484764434258075 -0.0036621282116529883 0.00017375523886961917 0.0025705274398098981 0.00043977986699662137 -0.0012636841869017135 -0.0024892609442108992 0.0050799469473958659 0.0079241810508295183 0.00016098427382933264 -0.00096912087549188132 -0.0032304129381152819 -0.0016277300469476766 0.0015695832878366166 -0.0011568166420173949 0.00022841539700368122 -0.001146656412439051 -0.0024476750968267843 -0.0034043984537265432 -0.0015174638515871941 -0.001366296979400393 -0.0020650541730191352
leaf_weight=165 108 103 174 126 260 158 163 175 122 111 95 96 140 136 103 168 100 101 99 166 171 129 96 103 126
leaf_count=165 108 103 174 126 260 158 163 175 122 111 95 96 140 136 103 168 100 101 99 166 171 129 96 103 126
internal_value=0 0.000105371 0.00103395 0.00406804 -0.00135856 -0.000944655 0.00252586 -0.00141347 -0.00148381 -0.00185896 0.00349454 0.00657581 -0.000657243 -0.000315941 -0.00194982 -0.000949494 0.000747901 -0.00130706 -0.000464627 -0.00166246 -0.00195468 -0.00298115 -0.0016183 -0.00169733 -0.00182826
internal_weight=0 2380 1477 583 1114 894 361 903 720 728 258 222 854 643 562 403 240 488 235 459 293 240 323 211 222
internal_count=3494 2380 1477 583 1114 894 361 903 720 728 258 222 854 643 562 403 240 488 235 459 293 240 323 211 222
is_linear=0
shrinkage=0.0140405


Tree=142
num_leaves=29
num_cat=0
split_feature=0 5 4 5 8 8 7 0 8 5 7 10 8 8 0 10 8 10 0 5 10 10 5 10 10 5 8 8
split_gain=26.3601 14.2231 27.0699 48.4293 20.2097 13.5895 9.5934 5.2295 5.81048 4.72925 4.43877 2.74901 2.71111 2.70463 2.03792 1.96698 2.45156 1.60459 1.53804 0.873377 0.80959 0.736329 0.28414 0.283963 0.456611 0.228082 0.261474 0.100892
threshold=11.250000000000002 8.5000000000000018 1.0000000180025095e-35 15.500000000000002 3.3085937500000004 3.0986328125000004 1.5000000000000002 15.750000000000002 2.9160156250000004 20.500000000000004 3.5000000000000004 0.43945312500000006 2.2587890625000004 4.5566406250000009 15.750000000000002 0.44250488281250006 1.7929687500000002 0.44360351562500006 17.515625000000004 5.5000000000000009 0.49450683593750006 0.40258789062500006 17.500000000000004 0.39941406250000006 0.43041992187500006 1.5000000000000002 3.1787109375000004 1.4282226562500002
decision_type=2 2 2 2 2 2 2 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 15 12 -7 -5 21 17 14 23 -4 -8 -2 22 -17 -10 -16 25 -13 -9 27 -12 -25 -20 -27 -3
right_child=1 2 3 7 -6 6 13 8 9 -11 11 20 -14 -15 18 16 -18 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29
leaf_value=0.0058059930411962146 -0.0034940527737520079 -0.0015828035088922719 4.8828819398287022e-05 -0.0028961673244627664 -0.0078651314575794249 0.0036197492884808393 0.0065130385803245242 -0.00091921290881183772 0.0011792772428814179 -0.0010286621101258848 -0.0018562261889509479 0.0013219954217594473 0.003033394455191791 0.0096998560969307288 -0.00011440048085876984 -0.0011302217797533938 0.0017795326044572532 0.0037273983424124272 -0.0022317919324208861 -0.0029737647885670314 -0.00027468251278051455 -0.002513188297723656 -0.0010563213476254877 -0.00046430345117041624 -0.0015112061398399274 -0.0018787717867603283 -0.00090350533775275044 -0.0022006369987368074
leaf_weight=145 171 110 96 186 95 170 105 97 100 131 113 136 160 105 95 133 100 95 95 146 116 139 139 149 183 112 105 99
leaf_count=145 171 110 96 186 95 170 105 97 100 131 113 136 160 105 95 133 100 95 95 146 116 139 139 149 183 112 105 99
internal_value=0 -0.000303909 0.000441495 0.00156635 -0.00186147 0.00441469 0.00609924 -0.000855492 -0.000180109 0.00103459 -0.00138451 -0.000584731 0.00191418 0.00810645 -0.00215446 -0.000879804 0.0001186 0.00242067 -0.00174023 -0.00207747 0.000587017 -0.00185804 -0.00154828 -0.00124828 -0.00104136 -0.00165805 -0.00140687 -0.00187546
internal_weight=0 3481 2060 1384 676 636 380 748 562 326 1421 697 256 210 724 581 233 195 553 458 252 236 348 445 332 312 217 209
internal_count=3626 3481 2060 1384 676 636 380 748 562 326 1421 697 256 210 724 581 233 195 553 458 252 236 348 445 332 312 217 209
is_linear=0
shrinkage=0.0140405


Tree=143
num_leaves=26
num_cat=0
split_feature=0 0 9 1 7 10 7 6 9 6 4 0 7 0 1 0 0 1 1 7 9 6 10 7 9
split_gain=20.7591 18.3703 13.355 16.6865 7.37156 8.75138 6.38313 3.03099 2.91475 5.21038 4.22119 4.00484 1.43156 1.27366 2.06575 0.761959 0.556071 1.1565 0.634056 0.28837 0.332913 0.633162 0.209538 0.184161 0.131298
threshold=11.250000000000002 12.250000000000002 1.6401367187500002 8.2500000000000018 2.5000000000000004 0.50048828125000011 1.0000000180025095e-35 1.0000000180025095e-35 1.0600585937500002 1.0000000180025095e-35 1.0000000180025095e-35 18.226562500000004 2.5000000000000004 16.351562500000004 5.5507812500000009 23.953125000000004 20.453125000000004 11.449218750000002 10.152343750000002 5.5000000000000009 0.53662109375000011 1.0000000180025095e-35 0.39746093750000006 3.5000000000000004 1.0566406250000002
decision_type=2 2 2 2 2 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 -3 13 12 -11 -12 -10 14 -8 -14 18 -18 -15 20 -19 23 -23 -22 -9
right_child=1 2 3 -5 -6 -7 8 24 9 10 11 -13 15 16 -16 -17 17 19 -20 -21 21 22 -24 -25 -26
leaf_value=0.0051799814753534295 -0.0052063448027940499 -0.00017965368784230134 0.0021843539721717832 0.0056967930656626302 0.002759102286197899 -0.0028477231594373838 -0.0016349299587718725 0.0027939765059985149 -0.0021677103445944881 -0.0012837445686491255 -0.00016171778283481075 0.0031331777919101507 7.8195665634343833e-05 -0.002516394895025247 0.0010946526817224933 -0.0012189444706652542 0.00016943417293901919 -0.0019223408377633934 -0.0011187139137454661 -0.0018992576258011276 -0.0019994073245965163 -0.00014974394806100997 -0.00099568550108461505 -0.0011956399478289977 0.0020653067539208488
leaf_weight=143 143 160 110 160 169 179 105 97 170 117 119 187 170 157 114 188 105 116 108 177 116 118 113 109 98
leaf_count=143 143 160 110 160 169 179 105 97 170 117 119 187 170 157 114 188 105 116 108 177 116 118 113 109 98
internal_value=0 -0.00028077 -6.4842e-05 0.00179338 0.000429748 -0.0009324 -0.000499178 0.00125259 -0.00077086 -0.000176569 0.000984543 0.00185183 -0.00110678 -0.00119326 -0.000214051 -0.000602984 -0.0013849 -0.00121055 -0.00194677 -0.001404 -0.00125075 -0.00107991 -0.00056356 -0.00161003 0.00242777
internal_weight=0 3405 3262 618 458 289 2644 355 2289 951 423 306 528 1338 219 358 1119 854 265 749 572 456 231 225 195
internal_count=3548 3405 3262 618 458 289 2644 355 2289 951 423 306 528 1338 219 358 1119 854 265 749 572 456 231 225 195
is_linear=0
shrinkage=0.0140405


Tree=144
num_leaves=30
num_cat=0
split_feature=5 4 5 9 1 0 5 9 9 7 10 7 5 10 9 9 9 9 0 9 1 0 1 1 1 0 10 7 9
split_gain=24.6653 35.5045 58.5482 42.5799 20.456 14.4818 6.27093 4.74812 4.34144 3.65112 3.34456 3.03144 4.89438 2.61122 2.15006 1.95676 1.52922 1.42263 0.772968 1.17493 0.574325 0.660626 0.434669 0.350012 0.183723 0.170846 0.163495 0.0534204 0.0275187
threshold=8.5000000000000018 1.0000000180025095e-35 17.500000000000004 1.2236328125000002 2.7500000000000004 20.453125000000004 12.500000000000002 1.1708984375000002 1.8798828125000002 3.5000000000000004 0.55468750000000011 3.5000000000000004 5.5000000000000009 0.44042968750000006 1.0532226562500002 1.0039062500000002 1.1909179687500002 1.4121093750000002 14.949218750000002 0.81982421875000011 15.847656250000002 20.250000000000004 6.5507812500000009 11.699218750000002 10.050781250000002 21.750000000000004 0.40600585937500006 5.5000000000000009 0.81103515625000011
decision_type=2 2 2 2 2 2 2 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 3 9 -5 6 -6 18 17 15 11 12 22 25 -15 -3 -14 20 -2 23 21 -4 -1 -20 -24 -13 -26 -25 -27
right_child=1 2 8 4 5 -7 -8 -9 -10 -11 -12 13 16 14 -16 -17 -18 -19 19 -21 -22 -23 24 27 26 28 -28 -29 -30
leaf_value=-0.00051940990787078666 -0.0020922505359170051 0.0009712165479729074 -0.0014545482001162317 0.013232197644944377 0.0066692482404284523 0.010385260954409736 0.0023364318720109022 -0.0043912370406813403 0.0016388551955999451 -0.00074510933616241614 0.0010000296599599571 -0.0018286711702070154 -0.0024193373657057683 -0.00091878949715604034 0.0019788734044857157 0.0033146547752743753 -0.0047239720269475535 -0.0026936180520281692 -0.00060711159104773877 0.00043791962905318269 -0.0019755859226530132 1.8730988110756034e-05 -0.0020495734988005675 -0.0013826107776521437 -0.001698151675571918 -0.0014161729024798145 -0.00092735564422390766 -0.0018269727800287452 -0.001134386350787717
leaf_weight=111 123 139 120 97 118 106 149 103 97 123 114 142 95 103 99 142 141 161 110 108 102 120 97 120 109 107 108 96 189
leaf_count=111 123 139 120 97 118 106 149 103 97 123 114 142 95 103 99 142 141 161 110 108 102 120 97 120 109 107 108 96 189
internal_value=0 0.0010846 0.00229646 0.00461498 0.00748821 0.00599447 0.00425131 -0.00162187 -0.00108085 0.00127236 -0.00130598 -0.00150804 -0.00217494 -0.000819262 0.000501352 0.00215545 -0.00379626 -0.00160533 -0.00110976 -0.000831313 -0.00109301 -0.000717909 -0.00127463 -0.00125179 -0.0015416 -0.00142831 -0.00131453 -0.00158011 -0.00123625
internal_weight=0 2134 1474 874 470 373 267 660 600 404 1415 1301 661 640 202 281 236 503 557 434 342 240 425 326 314 438 217 216 296
internal_count=3549 2134 1474 874 470 373 267 660 600 404 1415 1301 661 640 202 281 236 503 557 434 342 240 425 326 314 438 217 216 296
is_linear=0
shrinkage=0.0140405


Tree=145
num_leaves=29
num_cat=0
split_feature=5 4 5 8 8 10 8 5 5 8 1 1 8 0 0 10 10 8 1 4 0 1 1 4 5 8 1 8
split_gain=16.1583 20.4064 32.3133 18.1043 11.7736 6.08648 4.92146 4.06187 3.43598 4.33415 3.28071 2.68001 2.18583 2.89375 3.68482 3.09367 2.01278 2.78972 1.82236 1.19107 0.893919 0.70933 1.93031 0.292771 0.203643 0.14611 0.0887692 0.0198464
threshold=8.5000000000000018 1.0000000180025095e-35 16.500000000000004 4.1386718750000009 3.3642578125000004 0.52050781250000011 2.2197265625000004 11.500000000000002 5.5000000000000009 4.7343750000000009 12.347656250000002 4.2500000000000009 2.8212890625000004 16.648437500000004 19.601562500000004 0.49450683593750006 0.46093750000000006 1.9814453125000002 7.5507812500000009 1.0000000180025095e-35 22.351562500000004 11.949218750000002 8.0507812500000018 1.0000000180025095e-35 15.500000000000002 2.6845703125000004 11.250000000000002 2.9267578125000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 6 16 -5 -3 -8 11 18 -9 -1 20 15 -15 -14 24 -18 -10 -20 -4 22 -13 27 -2 -25 -26 -23
right_child=1 2 12 5 -6 -7 7 10 9 -11 -12 21 13 14 -16 -17 17 -19 19 -21 -22 23 -24 25 26 -27 -28 -29
leaf_value=0.00073382910319279553 -0.0016979661720592243 -0.00089448507771340547 -0.0029462891649354411 0.0081184282985718621 -0.0059451938519573099 0.004036273948691705 0.0044223374001036205 -0.00019379839372085981 -8.8107238213359928e-05 -0.0050137908097782468 0.0030964734262400946 -0.0017138631159557681 -0.0031821755289380593 0.0026119338035042352 -0.00058873071909865842 0.00025111424115047294 -0.0010449228808916018 0.0021570434318024566 -0.00107800082113707 -0.0030756549933215419 -0.0010201611024304759 -0.0010964612977815535 0.00036375296312499443 -0.0015529395634752386 -0.00072718859621413658 -0.002293442457589829 -0.0013159692821347621 -0.0013495280265732189
leaf_weight=167 160 104 95 157 98 133 143 121 104 96 118 188 105 117 180 102 120 97 96 152 95 96 166 96 99 116 103 168
leaf_count=167 160 104 95 157 98 133 143 121 104 96 118 188 105 117 180 102 120 97 96 152 95 96 166 96 99 116 103 168
internal_value=0 0.000572436 0.00150137 0.00347 -0.00144461 0.00624627 0.00181338 0.0025506 -0.00134799 -0.00236936 0.00143069 -0.000889043 -0.00069986 -0.000216052 0.000672137 -0.00149041 -0.000682847 0.000386371 -0.00164816 -0.00230237 -0.00198323 -0.00121557 -0.000739614 -0.00156954 -0.00132379 -0.00195812 -0.00102741 -0.0012575
internal_weight=0 2147 1470 776 677 290 486 382 1445 448 239 997 694 504 297 207 579 217 352 248 190 830 354 476 362 212 202 264
internal_count=3592 2147 1470 776 677 290 486 382 1445 448 239 997 694 504 297 207 579 217 352 248 190 830 354 476 362 212 202 264
is_linear=0
shrinkage=0.0140405


Tree=146
num_leaves=29
num_cat=0
split_feature=1 1 9 4 6 9 7 1 9 9 0 1 0 9 7 0 0 1 1 1 0 1 1 1 7 0 1 9
split_gain=9.81181 6.32435 5.71685 4.86059 8.66164 5.53642 9.46402 4.31352 3.15163 3.51683 2.70995 3.01801 1.74731 1.73206 1.36598 1.34919 0.922552 0.902078 0.861052 0.632932 1.2336 0.502112 0.302072 0.201594 0.148379 0.125929 0.112516 0.0973814
threshold=1.5498046875000002 2.3505859375000004 1.8798828125000002 1.0000000180025095e-35 1.0000000180025095e-35 1.7016601562500002 1.5000000000000002 9.5507812500000018 1.3320312500000002 0.76171875000000011 21.750000000000004 15.949218750000002 15.652343750000002 1.5166015625000002 1.0000000180025095e-35 18.031250000000004 19.304687500000004 14.250000000000002 12.628906250000002 6.6503906250000009 18.031250000000004 10.550781250000002 6.8496093750000009 13.750000000000002 2.5000000000000004 21.648437500000004 16.453125000000004 0.53662109375000011
decision_type=2 2 2 2 2 2 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 -1 8 13 7 -7 12 9 21 18 17 -6 14 -5 22 -16 -12 -9 -15 -21 -3 -11 -18 -25 -23 27 -27
right_child=1 3 -4 4 5 6 -8 10 -10 15 11 -13 -14 19 16 -17 23 -19 -20 20 -22 25 -24 24 -26 26 -28 -29
leaf_value=0.00074118718654801849 -0.0039311157943778515 -0.00066071764678089806 0.0050075788744521864 2.5129636039607399e-05 -0.0025934654302741445 -6.8691581112306505e-05 0.0053875461363795682 0.0033161000250237511 -0.0025278182782589205 -0.00071188886988653827 9.8830781941961106e-05 0.0016859678933179587 -0.0002433033400923515 0.00078950931449748793 -0.0026660354073534914 0.0017993025180995537 -0.00081795941596130126 -0.001792404432808742 0.0014866888987601068 -0.0017273325878568793 0.00041426114740539228 -0.0011875436785412181 0.00039074203956151234 -0.0018983884223976162 -0.001188231447221161 -0.0016085201570007273 -0.0012987909387302142 -0.0022095984041619766
leaf_weight=160 99 178 101 112 96 121 130 99 229 96 102 180 178 107 138 109 112 97 104 95 120 137 100 116 116 119 96 96
leaf_count=160 99 178 101 112 96 121 130 99 229 96 102 180 178 107 138 109 112 97 104 95 120 137 100 116 116 119 96 96
internal_value=0 -0.000436316 0.00239217 -0.000327618 8.78519e-05 0.000923568 0.00275725 0.000385889 -0.00105218 -0.00068922 0.00106976 0.00036858 -0.00106672 -0.000922124 -0.00137165 0.000547072 -0.00169621 -0.000823028 0.00237886 -9.28812e-05 -0.000532024 -0.00129157 -0.000149322 -0.00130715 -0.00154331 -0.00154222 -0.00169845 -0.00187691
internal_weight=0 3282 261 3183 2023 1107 251 856 1160 931 582 379 274 916 594 305 482 199 203 322 215 626 196 344 232 448 311 215
internal_count=3543 3282 261 3183 2023 1107 251 856 1160 931 582 379 274 916 594 305 482 199 203 322 215 626 196 344 232 448 311 215
is_linear=0
shrinkage=0.0140405


Tree=147
num_leaves=29
num_cat=0
split_feature=1 6 9 7 6 0 8 1 8 8 7 7 0 9 1 0 1 0 7 0 9 1 1 6 9 0 8 3
split_gain=26.3708 12.4169 9.00153 12.1308 13.4311 8.29385 16.8297 5.873 4.52931 4.59867 4.93841 3.94954 2.11383 3.42533 1.78537 2.62108 1.63961 1.28387 0.577415 0.562256 0.901015 0.569988 0.754272 0.411292 0.943195 0.395148 0.265415 0.247176
threshold=1.2500000000000002 1.0000000180025095e-35 1.0566406250000002 5.5000000000000009 1.0000000180025095e-35 20.351562500000004 4.0488281250000009 11.847656250000002 5.6699218750000009 4.6210937500000009 2.5000000000000004 3.5000000000000004 17.109375000000004 1.6645507812500002 6.4492187500000009 16.648437500000004 6.5507812500000009 16.046875000000004 1.5000000000000002 24.351562500000004 0.81616210937500011 9.9492187500000018 17.148437500000004 1.0000000180025095e-35 0.80102539062500011 21.648437500000004 1.9375000000000002 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 -1 14 4 11 8 -7 -5 9 10 -6 12 16 18 17 -16 -4 -2 -14 21 27 -17 23 26 25 -25 -23 -21
right_child=2 -3 3 7 5 6 -8 -9 -10 -11 -12 -13 13 -15 15 19 -18 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29
leaf_value=0.0011342977821443372 -0.0034043619140514607 0.0076998621848959658 -0.00091505607614030015 -0.0050513234164404628 0.0031725959983920373 0.001149879547945739 0.0083118260305586559 -0.00073681861636377076 0.0035966740899571409 -0.0015997344725226634 -0.0005208468978779682 0.0016596730024860933 -0.00055496226942702929 0.0016621664702146991 0.0013209758923711289 -0.0022925373737467617 -0.003306878010759782 -0.0012138895214610286 -0.0018935485784893292 -0.0016222607512931296 0.00036387324483256868 -0.00089405207952153063 -0.0021339433412183345 -0.0004904399031645031 0.00038301434573060185 -0.0016751137253397449 -0.0017452187212497246 -0.00073131798579763004
leaf_weight=107 105 121 113 103 154 157 110 157 112 146 133 130 117 112 96 98 113 106 139 107 121 136 129 98 119 128 154 144
leaf_count=107 105 121 113 103 154 157 110 157 112 146 133 130 117 112 96 98 113 106 139 107 121 136 129 98 119 128 154 144
internal_value=0 0.00461865 -0.000316822 0.000358656 0.000833407 0.00207316 0.00410049 -0.00244603 0.00107995 0.000428974 0.001461 -0.000557034 -0.00104217 -0.000385791 -0.00110408 -0.000913722 -0.00211097 -0.00230394 -0.00128177 -0.00108757 -0.000631352 -0.00128446 -0.00115515 -0.000956305 -0.000628693 -0.00116141 -0.00134605 -0.00111112
internal_weight=0 228 3337 1796 1536 812 267 260 545 433 287 724 594 368 1541 1330 226 211 256 1234 372 862 764 635 345 226 290 251
internal_count=3565 228 3337 1796 1536 812 267 260 545 433 287 724 594 368 1541 1330 226 211 256 1234 372 862 764 635 345 226 290 251
is_linear=0
shrinkage=0.0140405


Tree=148
num_leaves=28
num_cat=0
split_feature=5 7 5 8 10 8 8 1 10 8 1 5 8 8 1 5 8 1 8 7 10 10 1 1 8 7 10
split_gain=10.9378 25.3426 32.4131 16.5608 8.47614 7.58715 6.07874 4.38714 5.76684 4.04415 9.12309 2.87522 2.45643 2.37202 1.78078 1.25262 2.08101 1.18674 0.995514 0.821213 0.724205 0.701369 2.20391 0.269465 0.12306 0.10507 0.102703
threshold=8.5000000000000018 3.5000000000000004 16.500000000000004 3.9228515625000004 0.51660156250000011 3.7333984375000004 5.5488281250000009 4.5507812500000009 0.49340820312500006 5.3222656250000009 8.0507812500000018 5.5000000000000009 2.4863281250000004 2.4863281250000004 13.550781250000002 11.500000000000002 2.5097656250000004 12.449218750000002 4.3496093750000009 5.5000000000000009 0.42944335937500006 0.53149414062500011 9.6523437500000018 12.550781250000002 3.7333984375000004 3.5000000000000004 0.43457031250000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 12 5 15 14 8 -1 10 -5 20 -2 -13 18 -3 19 -14 -4 23 25 22 -22 -17 -24 -9 -15
right_child=1 4 6 9 -6 -7 -8 11 -10 -11 -12 13 17 26 -16 16 -18 -19 -20 -21 21 -23 24 -25 -26 -27 -28
leaf_value=-0.0012826467954206223 -0.00011154403928644248 -2.1961219027613844e-05 -0.0013261646256746784 0.0019562391628235114 0.0019209242215099847 -0.0055013998429239491 0.0024265933664828847 -0.0017603040830382419 0.0031117938582153662 0.0082301426153042097 0.0080777239678416837 -0.00098761672464734796 0.0014795862576423768 -0.0037493564741806515 -0.00021701763500778132 -0.0021012110552394801 -0.0032751393796223009 0.0034681872365399076 -0.0030318137222676038 -0.00033630597571513056 0.0012985173911828878 -0.001748410931090891 -0.00068266161736965571 -0.0011829260482297565 -0.0012549260606648169 -0.0012325361698312979 -0.0031349899561935414
leaf_weight=134 96 116 177 97 135 100 107 172 105 125 95 126 110 97 188 127 118 128 109 151 109 96 124 125 184 131 120
leaf_count=134 96 116 177 97 135 100 107 172 105 125 95 126 110 97 188 127 118 128 109 151 109 96 124 125 184 131 120
internal_value=0 0.000518155 0.00181455 0.00396602 -0.00131345 -0.00190591 -0.000596132 -0.00108409 0.000647965 0.00626469 0.0049851 -0.00144126 0.00178435 -0.0025199 -0.00127848 -0.00134147 -0.00163526 0.00254909 -0.00197622 -0.00115509 -0.000987868 -0.000666404 -0.000417309 -0.00164571 -0.00102453 -0.00153213 -0.00340961
internal_weight=0 2104 1232 651 872 737 581 1398 239 317 192 1159 334 343 474 637 521 238 286 403 816 513 417 252 308 303 217
internal_count=3502 2104 1232 651 872 737 581 1398 239 317 192 1159 334 343 474 637 521 238 286 403 816 513 417 252 308 303 217
is_linear=0
shrinkage=0.0140405


Tree=149
num_leaves=28
num_cat=0
split_feature=0 0 6 4 8 7 0 8 0 1 8 0 8 7 1 0 7 8 1 1 7 0 8 0 0 8 8
split_gain=32.0164 7.98588 7.2203 10.8155 5.3783 3.68107 12.8998 9.23746 7.05997 8.59732 3.67379 2.9816 2.38302 2.33445 2.00766 1.38625 0.945847 0.921139 0.705467 1.42588 0.450756 0.330993 0.32215 0.537344 0.213095 0.210575 0.0170642
threshold=11.250000000000002 12.250000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.9589843750000002 2.5000000000000004 14.601562500000002 3.7246093750000004 17.515625000000004 8.5507812500000018 2.9267578125000004 13.449218750000002 3.1962890625000004 5.5000000000000009 6.0996093750000009 16.546875000000004 3.5000000000000004 4.8574218750000009 11.949218750000002 8.0507812500000018 2.5000000000000004 18.328125000000004 1.0996093750000002 23.953125000000004 19.710937500000004 3.0029296875000004 4.6074218750000009
decision_type=2 2 2 2 2 2 2 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 10 -5 6 -6 16 -8 -10 13 -3 -11 24 15 -13 -7 18 19 -16 25 -21 -22 -24 -4 -20 -25
right_child=1 2 3 4 5 7 8 -9 9 12 -12 14 -14 -15 17 -17 -18 -19 20 21 22 -23 23 26 -26 -27 -28
leaf_value=0.0068035932571579088 -0.0035657046850601794 0.0015202671115167336 -0.0018405998596527987 -0.0018118615220696663 -0.0034478065927902053 0.0019280716029681773 0.0046641561252704911 0.0053506030440141185 -0.0025691973048258556 0.00078751608760041015 -0.003369316278094274 -0.00084790723803318893 0.0032501998119706709 0.00069127009604181254 -0.0018316751295767177 0.0011842707596695645 0.00014065811982522596 -0.0023273852959855715 -0.0014625687625525298 0.0007085082732653118 -0.0017629746379678884 -0.00039663597994143523 -0.00017846242081017344 -0.0014103074587775149 -0.0010262131912949523 -0.0022792511188109541 -0.0011746313730137269
leaf_weight=131 139 101 115 101 110 104 131 153 104 146 113 137 165 181 110 128 133 131 155 103 104 111 138 99 141 104 156
leaf_count=131 139 101 115 101 110 104 131 153 104 146 113 137 165 181 110 128 133 131 155 103 104 111 138 99 141 104 156
internal_value=0 -0.000269546 -0.000129606 0.000506012 0.0012822 0.00158095 0.000938734 0.0026612 0.00182247 0.000925455 -0.00111269 -0.00081359 0.00209408 -0.000529165 -0.000973292 0.000133673 0.000925008 -0.00121553 -0.00108066 -0.000532514 -0.00131558 0.000135279 -0.00106809 -0.0008842 -0.00139205 -0.0017905 -0.00126613
internal_weight=0 3413 3274 1697 1147 1046 656 390 546 415 550 1577 311 437 1476 265 237 1211 1080 324 756 214 497 393 256 259 255
internal_count=3544 3413 3274 1697 1147 1046 656 390 546 415 550 1577 311 437 1476 265 237 1211 1080 324 756 214 497 393 256 259 255
is_linear=0
shrinkage=0.0140405


Tree=150
num_leaves=28
num_cat=0
split_feature=0 3 5 5 9 0 9 9 5 9 5 1 5 10 9 10 1 9 5 5 9 9 1 9 0 0 1
split_gain=34.692 11.7884 19.1931 42.719 21.1535 8.7001 6.74502 5.76408 5.56878 5.88756 3.91654 2.5244 2.38117 1.92434 3.33144 1.57337 1.43557 1.37338 1.51697 1.00394 0.775253 0.495229 0.243914 0.18932 0.14625 0.0741735 0.056708
threshold=11.250000000000002 1.0000000180025095e-35 8.5000000000000018 13.500000000000002 1.3969726562500002 14.750000000000002 0.83618164062500011 1.3540039062500002 17.500000000000004 1.0351562500000002 5.5000000000000009 7.3496093750000009 7.5000000000000009 0.45507812500000006 1.0166015625000002 0.46508789062500006 11.949218750000002 1.1396484375000002 20.500000000000004 2.5000000000000004 0.85522460937500011 0.68261718750000011 14.250000000000002 0.95507812500000011 24.351562500000004 23.851562500000004 12.949218750000002
decision_type=2 2 2 2 2 2 2 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 6 -5 -4 13 9 -7 16 -6 -12 20 -15 -11 19 23 -19 -2 21 24 -8 -10 26 -18 -3
right_child=1 7 3 5 11 8 22 -9 17 15 12 -13 -14 14 -16 -17 25 18 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0065734158525770246 -0.00091680313504459562 -0.0019087790706098515 -0.00081737304379200218 -0.0033865582571812711 0.0098299676043092591 -0.00064354717146220756 0.003259921223307715 -0.003436445950806854 -0.0012861485945944453 0.0043648073815595869 -0.0037271144643957936 0.0066577797661333512 -0.0010682785520404734 -0.0011875858472556473 0.0018690138113965904 0.0018610971140036068 -0.0017814031948798846 0.0011240879974824484 -0.0011844125258764189 0.00059943661387917087 -0.0025448764730643123 -0.00034986459477146127 0.004241805075390518 -0.0021109791777550952 -0.0010358633381571866 -0.0012698510915490646 -0.0014568632698314654
leaf_weight=153 165 98 95 164 96 144 105 232 128 97 175 102 107 186 113 101 130 107 118 180 101 107 95 96 113 98 124
leaf_count=153 165 98 95 164 96 144 105 232 128 97 175 102 107 186 113 101 130 107 118 180 101 107 95 96 113 98 124
internal_value=0 -0.000262133 0.000304367 0.0012893 0.00464581 -0.000443428 0.00226309 -0.00147689 0.000166779 0.00151663 -0.00136369 0.00819581 -0.00271827 -0.000936965 -3.24161e-05 0.00308766 -0.000697036 -0.00086139 -8.65923e-05 -0.000125722 -0.00143505 -0.00118145 0.00372632 -0.00163965 -0.00144706 -0.00156153 -0.00165636
internal_weight=0 3377 2303 1448 493 955 295 1074 791 342 855 198 282 842 299 198 573 449 225 345 543 442 200 224 335 228 222
internal_count=3530 3377 2303 1448 493 955 295 1074 791 342 855 198 282 842 299 198 573 449 225 345 543 442 200 224 335 228 222
is_linear=0
shrinkage=0.0140405


Tree=151
num_leaves=29
num_cat=0
split_feature=0 0 6 9 10 9 8 9 10 10 9 0 8 10 0 8 8 9 10 0 0 4 0 8 8 8 10 10
split_gain=38.2014 11.5081 10.4455 15.2038 9.11467 3.64278 3.43668 2.29306 1.43606 1.19727 1.35106 0.935557 1.33953 1.13263 1.45072 0.8074 1.14939 2.49135 2.40983 0.804912 0.703201 0.527799 0.58853 0.507159 1.27442 0.355706 0.231531 0.0136954
threshold=11.250000000000002 12.250000000000002 1.0000000180025095e-35 1.7099609375000002 0.50048828125000011 0.65405273437500011 4.0253906250000009 1.2470703125000002 0.44360351562500006 0.56933593750000011 1.8613281250000002 19.414062500000004 2.2587890625000004 0.48046875000000006 16.453125000000004 1.6411132812500002 2.4150390625000004 0.89770507812500011 0.45947265625000006 19.523437500000004 23.351562500000004 1.0000000180025095e-35 22.351562500000004 1.0996093750000002 2.5175781250000004 2.7890625000000004 0.39941406250000006 0.44848632812500006
decision_type=2 2 2 2 2 2 2 2 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 5 -5 26 7 15 -8 10 11 12 -3 14 -14 -7 17 -17 19 -18 -21 23 27 -13 -25 -24 -4 -23
right_child=1 2 3 4 -6 6 8 -9 -10 -11 -12 21 13 -15 -16 16 18 -19 -20 20 -22 22 25 24 -26 -27 -28 -29
leaf_value=0.0073969378217208131 -0.0043817312644830542 -0.0014127388660314236 -0.0017453179421293926 0.007004035210220306 0.0017876848786024682 -0.00065467488374317461 -0.0024105076323413933 0.0025394106982651612 5.6314944076024487e-06 0.000670598551476021 -0.0024831187455195167 -0.0015505579549342557 -0.00020962554713976125 -0.0010303663873358301 0.0020106920289510552 0.00013553996197251136 0.0018052132394231969 0.0030808290981926278 -0.0015520846687509685 -0.00029507652340173034 0.0012666185022848259 -0.0021535593897673349 -0.0014889296829841444 0.00089798442509846706 -0.0010575385695976108 -0.00050798788825676187 -0.00094561058631081234 -0.0019163823736797164
leaf_weight=135 126 166 121 103 184 96 98 134 96 95 106 114 149 116 95 119 120 108 105 130 101 95 157 95 213 136 174 97
leaf_count=135 126 166 121 103 184 96 98 134 96 95 106 114 149 116 95 119 120 108 105 130 101 95 157 95 213 136 174 97
internal_value=0 -0.000216711 -5.87838e-05 0.000715487 0.00365975 0.000112773 0.000482229 0.000842844 -0.00121489 -0.000859116 -0.000953543 -0.000840399 -0.000369307 0.000111831 0.000654842 0.000551008 0.000720474 0.00153682 0.00031409 0.000872348 0.000387743 -0.0011136 -0.00142954 -0.0007505 -0.000454374 -0.00103361 -0.00127363 -0.00203374
internal_weight=0 3449 3323 1689 287 1402 1107 913 194 1634 1539 1433 526 360 244 779 683 227 456 351 231 907 485 422 308 293 295 192
internal_count=3584 3449 3323 1689 287 1402 1107 913 194 1634 1539 1433 526 360 244 779 683 227 456 351 231 907 485 422 308 293 295 192
is_linear=0
shrinkage=0.0140405


Tree=152
num_leaves=27
num_cat=0
split_feature=9 9 6 4 8 0 9 10 8 0 0 0 0 0 0 10 0 9 9 9 9 0 0 0 8 9
split_gain=50.7825 8.10097 12.5505 20.5786 6.04183 3.03061 3.05081 4.91513 2.22926 2.15637 1.4308 1.3103 2.32946 1.15021 1.09075 0.997127 1.91435 0.795517 1.40607 0.937827 0.853892 0.384883 0.203531 0.088962 0.125253 0.033693
threshold=2.2587890625000004 1.0502929687500002 1.0000000180025095e-35 1.0000000180025095e-35 5.7851562500000009 14.601562500000002 1.3320312500000002 0.49450683593750006 4.4082031250000009 19.523437500000004 17.031250000000004 14.000000000000002 16.453125000000004 14.847656250000002 22.546875000000004 0.47949218750000006 19.304687500000004 0.64916992187500011 0.94799804687500011 0.88232421875000011 1.0039062500000002 21.250000000000004 23.750000000000004 22.648437500000004 0.99804687500000011 0.53100585937500011
decision_type=2 2 2 2 2 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 -4 5 -5 14 -8 9 10 13 -1 -13 -3 -7 16 -10 23 19 21 -20 -19 -23 25 -25 -14
right_child=-2 2 3 4 -6 6 7 -9 15 -11 -12 12 17 -15 -16 -17 -18 18 20 -21 -22 22 -24 24 -26 -27
leaf_value=-0.0025685290733461815 0.0086296472414726759 0.00087074952564474852 -0.0033186687538142288 6.0147015345075076e-05 0.0057032224434502982 0.0021935802955881608 0.0050484255359269621 0.0015843983516034409 -0.0035690274654693408 -0.0013862574679852878 0.0019158894141402601 0.0007045147394722722 -0.001553084322232506 -0.0011799771285993025 0.00016381729315933326 -0.00056454097901205674 -0.0011530145710446683 -0.0011841783105151912 -0.0023389308906794077 0.00071024421878286483 -0.00077688500188665386 0.00018087989702490452 -0.00068973861269059711 -0.0016938713144809599 -0.0011296017695499793 -0.001918589354325959
leaf_weight=97 132 117 143 128 100 101 162 161 96 167 106 162 97 100 108 160 198 177 147 122 130 96 118 132 188 102
leaf_count=97 132 117 143 128 100 101 162 161 96 167 106 162 97 100 108 160 198 177 147 122 130 96 118 132 188 102
internal_value=0 -0.000245761 0.000384319 0.00156769 0.0024871 0.00199981 0.0024665 0.00332177 -0.00074766 -9.08995e-05 0.000578837 -0.000987953 -0.000883727 -7.42858e-05 0.00114471 -0.0014565 -0.00194192 -0.00108029 -0.000799737 -0.000364473 -0.00160584 -0.000699806 -0.000299181 -0.00150732 -0.00136236 -0.00174043
internal_weight=0 3415 1847 903 760 660 532 323 944 490 323 1568 1471 217 209 454 294 1309 790 513 277 391 214 519 320 199
internal_count=3547 3415 1847 903 760 660 532 323 944 490 323 1568 1471 217 209 454 294 1309 790 513 277 391 214 519 320 199
is_linear=0
shrinkage=0.0140405


Tree=153
num_leaves=27
num_cat=0
split_feature=8 5 5 5 5 4 5 8 5 7 1 7 5 5 7 1 5 8 1 5 1 5 7 5 8 1
split_gain=24.52 28.4164 30.1142 5.9951 13.2629 10.8861 6.44499 8.08093 2.22108 3.81793 4.00993 1.87047 1.54928 1.19054 1.13065 1.116 0.824441 1.10286 0.372151 0.342578 0.312412 0.233659 0.214176 0.132024 0.065994 0.0279762
threshold=5.3222656250000009 9.5000000000000018 16.500000000000004 7.5000000000000009 12.500000000000002 1.0000000180025095e-35 9.5000000000000018 3.4248046875000004 16.500000000000004 3.5000000000000004 12.347656250000002 3.5000000000000004 5.5000000000000009 4.5000000000000009 5.5000000000000009 13.050781250000002 18.500000000000004 2.0830078125000004 10.949218750000002 3.5000000000000004 9.7500000000000018 4.5000000000000009 1.5000000000000002 14.500000000000002 2.4316406250000004 12.050781250000002
decision_type=2 2 2 2 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 13 -3 11 5 20 -7 -8 9 10 -6 12 19 -2 16 21 25 -18 -19 22 -5 -13 -1 -11 -17 -10
right_child=1 2 -4 4 8 6 7 -9 14 23 -12 15 -14 -15 -16 24 17 18 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0011204008809825874 0.00019976012054620266 0.010237093810612439 0.001307191196578942 6.4114165870315641e-05 -0.00016105426644756691 0.0012747518557711466 0.0025116023310280786 0.007920572196392096 -0.0018707528674311489 -0.0013972664020550994 0.0035394383355586783 -0.00024510598479144053 -0.0031131448200135293 -0.0019049632041903827 0.00013870767376707613 -0.0014206053973356675 -0.0021047706219488281 -8.6270404173086464e-05 -0.0010275276413546663 -0.0006728518898972681 -0.0010040584627081753 0.00057435265439119475 -0.0019752537455792383 -0.00072827657557691494 -0.00098964166570821564 -0.0022045440097122706
leaf_weight=106 108 153 145 95 133 165 121 99 99 126 102 177 120 104 133 112 120 174 158 124 125 112 127 108 187 99
leaf_count=106 108 153 145 95 133 165 121 99 99 126 102 177 120 104 133 112 120 174 158 124 125 112 127 108 187 99
internal_value=0 0.00309662 0.00589201 -0.000239886 0.00024174 0.00194869 0.0033724 0.00494564 -0.000583104 0.000181009 0.00144512 -0.00107968 -0.00173298 -0.000832746 -0.00104079 -0.000549706 -0.00128213 -0.000951179 -0.000534218 -0.00126906 -0.000542802 7.24697e-05 -0.00158635 -0.0010885 -0.00115107 -0.00203765
internal_weight=0 510 298 2922 1857 605 385 220 1252 469 235 1065 477 212 783 588 650 452 332 357 220 289 233 234 299 198
internal_count=3432 510 298 2922 1857 605 385 220 1252 469 235 1065 477 212 783 588 650 452 332 357 220 289 233 234 299 198
is_linear=0
shrinkage=0.0140405


Tree=154
num_leaves=29
num_cat=0
split_feature=1 8 5 5 4 9 1 1 9 5 7 5 1 8 8 9 5 1 9 1 1 5 8 1 1 9 8 1
split_gain=16.8484 28.5034 10.5241 18.4096 33.0023 11.8657 4.41974 3.75822 4.98899 3.56452 3.06564 4.04031 2.12316 2.04996 1.90033 2.95098 1.66996 1.13498 1.12397 1.08162 2.4151 0.991962 0.694328 0.667194 0.324336 0.173642 0.0931777 0.0818116
threshold=1.6499023437500002 5.9238281250000009 8.5000000000000018 14.500000000000002 1.0000000180025095e-35 1.7143554687500002 8.0507812500000018 4.8496093750000009 1.7509765625000002 12.500000000000002 3.5000000000000004 5.5000000000000009 5.3496093750000009 1.7929687500000002 4.2226562500000009 0.91528320312500011 16.500000000000004 12.152343750000002 1.4028320312500002 10.449218750000002 13.652343750000002 1.5000000000000002 2.9082031250000004 11.250000000000002 14.250000000000002 0.71801757812500011 1.3842773437500002 16.546875000000004
decision_type=2 2 2 2 2 2 2 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 10 4 13 6 -6 -5 14 22 11 21 -12 -4 15 24 -17 -18 -13 -14 -21 -2 -8 -23 26 -22 -9 -26
right_child=2 -3 3 7 5 -7 9 8 -10 -11 12 18 19 -15 -16 16 17 -19 -20 20 25 23 -24 -25 27 -27 -28 -29
leaf_value=-0.00010120904139827932 -0.002024284872536052 0.0093161904016183586 -0.0011178727356311537 -0.0026165643192401539 0.00049093784190632102 0.0078120254856350992 0.004053136410066922 -0.0013598141623833379 0.0023451722579349013 0.0016529739689101241 0.001328963725956831 -0.0025368207482164788 -0.001858347837458161 -0.0037538050792204555 -0.0025790703318623568 0.0019086953989258097 0.00065729019283250446 -0.0010730425241510778 -0.0045866657381536894 0.0014179566586458097 -0.0015131551580537634 -5.5973391578647058e-05 0.0057376286302093888 -0.0014015086438262056 -0.00064449549859445666 -0.00083722954305272691 -0.0019477758098942627 -0.0012038579294306815
leaf_weight=170 155 101 141 167 110 127 95 96 120 101 103 117 156 99 95 104 159 141 96 100 115 168 98 128 110 215 119 97
leaf_count=170 155 101 141 167 110 127 95 96 120 101 103 117 156 99 95 104 159 141 96 100 115 168 98 128 110 215 119 97
internal_value=0 0.0034086 -0.000231872 0.000420581 0.00211565 0.00406858 0.0028918 -0.000661291 -0.00034762 0.00379009 -0.0011862 -0.001867 -0.000530102 -0.00220519 -0.000698473 -0.000482181 0.000375531 -0.000155966 -0.00346069 -0.000856867 -0.000493538 -0.00111433 0.00490847 -0.000637826 -0.00130331 -0.00107278 -0.00168524 -0.000906612
internal_weight=0 271 3332 1979 771 531 404 1208 1041 294 1353 664 689 240 921 826 404 300 213 586 430 451 193 296 422 330 215 207
internal_count=3603 271 3332 1979 771 531 404 1208 1041 294 1353 664 689 240 921 826 404 300 213 586 430 451 193 296 422 330 215 207
is_linear=0
shrinkage=0.0140405


Tree=155
num_leaves=28
num_cat=0
split_feature=0 0 5 4 5 0 1 5 7 10 10 10 1 10 10 5 1 10 5 10 1 0 10 10 1 7 10
split_gain=18.4592 13.8319 14.6919 19.9277 33.9623 8.63185 5.91152 5.39957 5.83707 5.03497 2.37002 1.73634 3.13956 1.58103 1.53707 1.20575 1.10462 0.973591 1.19178 0.611544 0.501549 0.46464 0.385872 0.33955 0.145098 0.14318 0.000565476
threshold=11.250000000000002 12.750000000000002 8.5000000000000018 1.0000000180025095e-35 15.500000000000002 18.929687500000004 6.9492187500000009 5.5000000000000009 3.5000000000000004 0.47558593750000006 0.54443359375000011 0.47045898437500006 16.046875000000004 0.48144531250000006 0.45300292968750006 15.500000000000002 10.847656250000002 0.47241210937500006 19.500000000000004 0.40991210937500006 8.4492187500000018 21.750000000000004 0.44946289062500006 0.39648437500000006 10.949218750000002 3.5000000000000004 0.42944335937500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 7 13 5 6 -5 14 22 -2 17 12 -7 15 24 16 -4 18 21 -17 -16 -6 -9 -20 -3 -26 -27
right_child=1 2 3 4 10 11 -8 8 -10 -11 -12 -13 -14 -15 20 19 -18 -19 23 -21 -22 -23 -24 -25 25 26 -28
leaf_value=0.0049035287722368802 -0.0017304229969830351 -0.00081178716903324791 -0.0038068824743511505 0.0038418085001025431 0.00092898262358509563 0.00063105660985974068 0.0081101758129899088 -0.0034511226628050431 -0.00046049166420793013 -0.0060089725142468426 0.0014429274444493722 0.0041830240863395289 0.0038981789766357813 -0.00030886989227482751 0.00067551214966773856 -0.0018607114089017542 -0.0017369426293548415 -0.0017617662860777725 -0.0017795147544491449 -0.00041793104509475738 -0.00043620597233951625 -0.00039688496537614585 -0.0045730481202412819 -0.00070672852220017188 -0.0016304535152582877 -0.001117102114396053 -0.0010744310238302141
leaf_weight=135 111 182 96 125 110 142 131 117 144 106 109 98 98 165 144 134 108 156 99 102 180 99 125 141 152 96 169
leaf_count=135 111 182 96 125 110 142 131 117 144 106 109 98 98 165 144 134 108 156 99 102 180 99 125 141 152 96 169
internal_value=0 -0.000389247 -0.000158161 0.00062612 0.00160072 0.00408119 0.00602601 -0.00130432 -0.00269876 -0.00382041 -0.000462858 0.00260819 0.00196513 -0.00148096 -0.000721168 -0.00192049 -0.00271103 -0.000806214 -0.000474219 -0.00123714 5.7891e-05 0.00030094 -0.00403063 -0.00114925 -0.00114256 -0.00128693 -0.00108989
internal_weight=0 3439 3222 1913 1308 594 256 1309 386 217 714 338 240 605 923 440 204 605 449 236 324 209 242 240 599 417 265
internal_count=3574 3439 3222 1913 1308 594 256 1309 386 217 714 338 240 605 923 440 204 605 449 236 324 209 242 240 599 417 265
is_linear=0
shrinkage=0.0140405


Tree=156
num_leaves=27
num_cat=0
split_feature=4 8 7 8 1 8 9 7 9 9 10 10 10 8 9 7 10 8 1 1 8 8 9 8 8 7
split_gain=6.79835 9.43177 10.6831 9.07704 9.19386 8.767 8.24383 9.1584 6.7874 6.30864 4.23124 2.32183 2.13861 1.83389 1.39667 1.35845 2.11613 1.07436 0.794152 0.682817 0.670121 0.633606 0.442427 0.439797 0.470981 0.197979
threshold=1.0000000180025095e-35 3.7246093750000004 2.5000000000000004 3.7246093750000004 13.652343750000002 6.8398437500000009 1.5249023437500002 1.0000000180025095e-35 1.7690429687500002 0.88232421875000011 0.54785156250000011 0.51513671875000011 0.49853515625000006 2.2197265625000004 1.8437500000000002 1.0000000180025095e-35 0.43249511718750006 4.7792968750000009 12.613281250000002 12.949218750000002 2.6406250000000004 3.0986328125000004 0.73559570312500011 2.0830078125000004 1.2021484375000002 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=3 11 5 9 -5 6 -3 -8 17 22 14 13 -11 19 -9 -15 20 -4 -18 -2 -17 -22 23 24 25 -1
right_child=1 2 8 4 -6 -7 7 10 -10 12 -12 -13 -14 15 -16 16 18 -19 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=-0.0016872945362387275 -0.0020796978709596852 0.0024779019608931144 0.0027486754005453281 -0.0062356987637011592 -0.00098369880169063713 0.0043778138948143931 -0.0046029751336960269 0.0018844021491742167 0.0058279213743377967 0.00049098908037822117 -0.0022070333306060878 -0.0020689594484655754 0.002982518392285729 0.0012689490321594219 -0.00026947499147372773 0.0015046929187429194 -0.0017517733826024676 0.00070837274414925955 -0.00017637897773771724 -0.0006688686955058571 -0.00042970235579655228 0.0010415243429257562 -0.00028812737153154311 -0.0020306445866457318 -0.00042218158775156979 -0.0009455280457170938
leaf_weight=152 105 169 107 113 157 95 114 146 136 168 120 155 114 163 100 102 158 97 105 190 147 95 142 96 179 133
leaf_count=152 105 169 107 113 157 95 114 146 136 168 120 155 114 163 100 102 158 97 105 190 147 95 142 96 179 133
internal_value=0 0.000383386 0.00133641 -0.000901301 -0.00318176 0.000394153 -0.000188972 -0.00112793 0.00339829 -0.000275566 -4.55431e-05 -0.000463398 0.0014982 -0.000229725 0.00100884 0.000130904 -0.0001747 0.00177853 -0.00112281 -0.00117103 0.000550166 0.000147845 -0.000988106 -0.0011656 -0.000986626 -0.00134114
internal_weight=0 2304 1084 1254 270 744 649 480 340 984 366 1220 282 1065 246 770 607 204 263 295 344 242 702 560 464 285
internal_count=3558 2304 1084 1254 270 744 649 480 340 984 366 1220 282 1065 246 770 607 204 263 295 344 242 702 560 464 285
is_linear=0
shrinkage=0.0140405


Tree=157
num_leaves=29
num_cat=0
split_feature=1 8 5 5 4 8 1 1 1 9 5 4 1 9 10 5 1 9 1 1 8 9 9 8 9 1 9 10
split_gain=18.7781 22.7893 10.9069 23.8165 31.7256 17.3841 5.56517 3.43279 3.3557 3.15514 3.12462 3.09265 2.86695 2.31214 1.67027 1.62836 1.34995 1.57039 0.5637 1.79191 1.20008 1.48825 0.918739 0.456539 0.811711 0.212988 0.209767 0.19207
threshold=1.6499023437500002 5.9238281250000009 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 2.6357421875000004 6.2500000000000009 7.8496093750000009 4.0507812500000009 1.8437500000000002 5.5000000000000009 1.0000000180025095e-35 9.5507812500000018 1.1987304687500002 0.54443359375000011 7.5000000000000009 5.4492187500000009 1.5014648437500002 8.2500000000000018 10.550781250000002 3.0029296875000004 0.72583007812500011 1.4174804687500002 2.2197265625000004 0.63159179687500011 13.199218750000002 0.61303710937500011 0.42260742187500006
decision_type=2 2 2 2 2 2 2 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 10 4 7 -6 -7 -4 -5 18 14 -12 -8 -14 16 -13 -2 23 22 -20 21 -21 -10 24 -18 -25 -9 -27
right_child=2 -3 3 8 5 6 12 26 9 -11 11 15 13 -15 -16 -17 17 -19 19 20 -22 -23 -24 25 -26 27 -28 -29
leaf_value=0.00043321582171801972 -0.0025252560029135999 0.0089717511492674804 -0.0038052067242085384 -0.0032713419446591479 -8.0607683718265336e-05 0.0080538630980798546 0.0029466178242886754 -0.0011020261503428177 -0.00085523909935544611 0.0016619336969393274 -0.00049682935054322873 -0.003996570436216206 0.0040593638185608119 0.0070824345567035213 0.00087483774273970606 -0.0017431795452679576 -0.0013032437797645287 0.000868990336282681 0.00061374565787914489 -0.0016136817866108934 -0.0022117571517992771 0.00018023126146469117 -0.0026550370513738534 -0.0018416099117632308 0.00036381113467485532 -0.0015956055885788503 -0.00017384938430502233 -0.00087811592712257604
leaf_weight=166 104 98 104 117 165 106 154 96 132 96 127 169 105 95 102 101 129 95 138 188 157 177 97 117 104 116 96 201
leaf_count=166 104 98 104 117 165 106 154 96 132 96 127 169 105 95 102 101 129 95 138 188 157 177 97 117 104 116 96 201
internal_value=0 0.00360282 -0.000284942 0.000369439 0.00203586 0.0038292 0.00523164 -0.00175076 -0.00102328 -0.000756248 -0.00125477 -0.00230373 0.00438656 0.00549532 -0.000824567 -0.00315364 -0.00102473 -0.000819932 -0.00101738 -0.000809122 -0.00118528 -0.000743757 -0.0016176 -0.00106048 -0.000559151 -0.00132963 -0.000637938 -0.00114067
internal_weight=0 264 3388 2023 921 625 460 296 1102 985 1365 397 354 200 968 270 866 762 889 660 522 365 229 667 233 434 192 317
internal_count=3652 264 3388 2023 921 625 460 296 1102 985 1365 397 354 200 968 270 866 762 889 660 522 365 229 667 233 434 192 317
is_linear=0
shrinkage=0.0140405


Tree=158
num_leaves=27
num_cat=0
split_feature=9 5 5 4 9 7 7 5 7 5 9 9 5 9 9 7 0 0 7 5 9 1 9 0 9 0
split_gain=29.4707 12.7755 24.7876 49.4525 8.00421 8.19291 5.18348 8.39672 4.48422 3.93797 6.34276 3.61552 3.59291 2.99942 1.70507 5.19176 1.65331 1.1562 1.13018 1.09116 1.82942 0.506259 0.411166 0.35487 0.280653 0.0359551
threshold=2.2753906250000004 8.5000000000000018 13.500000000000002 1.0000000180025095e-35 1.1313476562500002 2.5000000000000004 3.5000000000000004 17.500000000000004 3.5000000000000004 18.500000000000004 1.0083007812500002 1.0566406250000002 5.5000000000000009 1.4677734375000002 1.0629882812500002 5.5000000000000009 18.031250000000004 15.449218750000002 5.5000000000000009 20.500000000000004 1.2426757812500002 13.050781250000002 1.3540039062500002 20.250000000000004 1.4101562500000002 22.546875000000004
decision_type=2 2 2 2 2 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 16 -5 -6 7 11 12 10 -8 -4 17 -14 18 -16 -3 -1 23 20 -9 -11 25 -10 -21 -19
right_child=-2 2 6 4 5 -7 9 19 14 21 -12 -13 13 -15 15 -17 -18 22 -20 24 -22 -23 -24 -25 -26 -27
leaf_value=-0.0026891417279291036 0.0068504459633847072 -0.003884332093171336 -9.0094011961389421e-05 0.0031067432011096406 0.0050963162414570939 0.010188065987263769 -0.0010789142170100408 -0.0016465029289050744 -0.0022135267587473756 7.3889092384717257e-06 -0.005325397938927316 0.0032454173916793248 -0.0020745670754525295 -0.0052892009463504155 0.002536802988068658 -0.0011251228684870049 -0.0014885711322012395 -0.0014666335187100965 4.1327390761853953e-06 -0.0012373306437898674 0.00081753032968280679 -0.0011920207108084889 -0.00031993851231036858 -0.0011376136753842342 -0.0022187687967767881 -0.0011098801478580255
leaf_weight=96 121 107 98 177 171 98 177 108 117 185 114 185 132 101 125 196 121 129 121 143 132 111 129 125 96 98
leaf_count=96 121 107 98 177 171 98 177 108 117 185 114 185 132 101 125 196 121 129 121 143 132 111 129 125 96 98
internal_value=0 -0.000201293 0.000507547 0.00270631 0.00542555 0.0069513 -0.00059102 0.000172867 -0.00124876 -0.00158264 -0.00274249 0.00209036 -0.00205175 -0.00346803 -0.000444602 0.000300861 -0.0026129 -0.00132167 -0.00110381 -0.000960018 -0.000291285 -0.00044239 -0.00095291 -0.00165779 -0.00163155 -0.00131262
internal_weight=0 3392 2023 674 446 269 1349 762 1369 587 291 283 685 233 684 321 228 452 363 479 240 296 356 242 239 227
internal_count=3513 3392 2023 674 446 269 1349 762 1369 587 291 283 685 233 684 321 228 452 363 479 240 296 356 242 239 227
is_linear=0
shrinkage=0.0140405


Tree=159
num_leaves=28
num_cat=0
split_feature=0 5 5 4 8 5 5 8 8 1 1 5 8 8 7 0 5 7 5 5 1 8 1 1 0 5 5
split_gain=29.0196 9.76206 30.0837 39.4905 21.9072 10.5049 4.37447 4.2716 3.55581 4.90187 2.80356 2.51056 2.48296 1.7015 1.38993 1.54132 1.37204 0.98868 1.33924 0.861634 0.675638 0.561692 0.555498 1.14458 0.526666 0.196687 0.0529052
threshold=11.250000000000002 8.5000000000000018 14.500000000000002 1.0000000180025095e-35 3.6513671875000004 11.500000000000002 10.500000000000002 5.5488281250000009 4.8574218750000009 4.2500000000000009 7.8496093750000009 4.5000000000000009 4.5781250000000009 4.0097656250000009 5.5000000000000009 18.031250000000004 16.500000000000004 3.5000000000000004 5.5000000000000009 18.500000000000004 11.949218750000002 2.6943359375000004 7.8496093750000009 13.050781250000002 23.648437500000004 19.500000000000004 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=-1 8 3 10 6 -6 -5 12 9 -2 -3 -10 13 14 15 19 -17 18 20 -4 -11 -8 -19 -24 25 -18 -25
right_child=1 2 7 4 5 -7 21 -9 11 17 -12 -13 -14 -15 -16 16 24 22 -20 -21 -22 -23 23 26 -26 -27 -28
leaf_value=0.0066377593128668583 0.0019154693010457855 -0.0037111404039693124 -0.0033445198977794842 0.0046255336786059408 0.0049512487439783218 0.010719440984528431 0.00028162957309604483 0.0015599672014744855 -0.0013459598835226128 -0.00020450450635355711 -0.00073959556502198396 -0.0043202235572312496 -0.0029204812196565182 0.00068756876760247513 2.5853424008798403e-05 0.00048256335804429878 -0.0012507726975277797 -0.0016234625067010713 -0.0027030761780730949 -0.0015716314650981193 -0.0015824190479094846 0.0017480177457560612 0.00065856527910195428 -0.0010552478195686604 -0.00061777717338943922 -0.0020419887327926189 -0.00069926780804034519
leaf_weight=130 123 102 99 98 126 123 102 127 127 118 162 100 138 116 168 103 106 99 138 119 173 104 129 187 131 149 147
leaf_count=130 123 102 99 98 126 123 102 127 127 118 162 100 138 116 168 103 106 99 138 119 173 104 129 187 131 149 147
internal_value=0 -0.000121074 0.000482786 0.00257995 0.00471279 0.0078006 0.00218363 -0.000881372 -0.00105456 -0.00072819 -0.00188769 -0.00265621 -0.001156 -0.000910286 -0.00112212 -0.0013949 -0.000957184 -0.00105631 -0.0015639 -0.00237675 -0.00102368 0.00102194 -0.000668846 -0.000464727 -0.00134137 -0.00171309 -0.000898574
internal_weight=0 3414 2073 817 553 249 304 1256 1341 1114 264 227 1129 991 875 707 489 991 429 218 291 206 562 463 386 255 334
internal_count=3544 3414 2073 817 553 249 304 1256 1341 1114 264 227 1129 991 875 707 489 991 429 218 291 206 562 463 386 255 334
is_linear=0
shrinkage=0.0140405


Tree=160
num_leaves=27
num_cat=0
split_feature=0 0 6 9 9 5 4 5 1 9 1 8 1 0 9 5 9 1 0 0 1 9 0 8 5 9
split_gain=21.1817 12.0557 10.2517 24.4313 8.02767 7.58519 9.20124 8.51194 3.16513 3.12076 1.69634 1.3206 2.93646 2.05655 0.681011 0.716221 0.538553 0.460025 0.622207 0.532846 0.448744 0.214227 0.116154 0.270788 0.359 0.259967
threshold=10.949218750000002 11.847656250000002 1.0000000180025095e-35 1.8798828125000002 1.0083007812500002 7.5000000000000009 1.0000000180025095e-35 14.500000000000002 9.5507812500000018 1.2470703125000002 8.0507812500000018 4.8242187500000009 5.2500000000000009 17.109375000000004 0.83618164062500011 12.500000000000002 0.60742187500000011 11.949218750000002 18.414062500000004 20.851562500000004 8.4492187500000018 0.64916992187500011 22.750000000000004 2.9082031250000004 1.0000000180025095e-35 0.59936523437500011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 11 4 14 -6 -7 9 -9 -8 -11 12 -3 -13 15 16 -4 18 20 -19 -14 -17 -21 25 -25 -24
right_child=1 2 3 -5 5 6 7 8 -10 10 -12 13 17 -15 -16 21 -18 19 -20 22 -22 -23 23 24 -26 -27
leaf_value=0.0055794771370880816 -0.0050148230329053805 0.00088522586197920428 -0.0014537955410417495 0.0054792935789846897 -0.0021965843851222515 -0.0018309733813581352 0.0021148566051012291 -0.001546675420813718 0.0018548966868711511 0.0036418883085203957 0.006216342652885557 -0.0027625917088863472 -0.0017298079374886254 -0.00024564129594879369 -0.00025546252145658595 -0.0014325679288460936 -0.00023592337962428418 -0.0020150175116019184 4.4519920864595229e-05 -0.0006793803559983026 -0.00049119305938520846 -0.00225703671792307 -0.0012964758107375462 -0.0010245416833942931 -0.0021077413936888044 -0.00033113962130800937
leaf_weight=127 102 189 133 184 122 125 132 104 112 104 98 169 111 103 170 130 155 133 164 140 120 119 103 152 100 118
leaf_count=127 102 189 133 184 122 125 132 104 112 104 98 169 111 103 170 130 155 133 164 140 120 119 103 152 100 118
internal_value=0 -0.000260933 -0.000113548 0.000649985 5.91659e-05 0.00102529 0.00160762 0.00238911 0.000217103 0.00379377 0.00489088 -0.00091807 -0.000735766 -0.00180948 -0.00102995 -0.00127513 -0.000798344 -0.00100427 -0.000616837 -0.00120942 -0.00108637 -0.00182659 -0.00103463 -0.00113978 -0.00145438 -0.000781047
internal_weight=0 3392 3290 1688 1504 797 675 550 216 334 202 1602 1330 272 707 537 288 1141 395 746 231 249 613 473 252 221
internal_count=3519 3392 3290 1688 1504 797 675 550 216 334 202 1602 1330 272 707 537 288 1141 395 746 231 249 613 473 252 221
is_linear=0
shrinkage=0.0140405


Tree=161
num_leaves=30
num_cat=0
split_feature=0 0 9 7 1 8 0 7 8 9 6 8 1 8 10 7 10 9 8 1 9 0 10 0 6 1 0 0 8
split_gain=30.367 15.7434 11.1867 13.2244 10.618 11.7041 8.36695 4.73346 4.18935 2.23104 2.28274 2.17786 2.14204 2.66533 1.87763 1.39821 1.65017 1.16577 1.14836 1.07281 2.08904 1.1677 0.739595 0.651302 0.42506 0.277143 0.174399 0.214718 0.0935053
threshold=11.250000000000002 12.152343750000002 1.5830078125000002 2.5000000000000004 8.2500000000000018 6.2441406250000009 16.546875000000004 1.0000000180025095e-35 2.9160156250000004 1.0629882812500002 1.0000000180025095e-35 3.6298828125000004 14.652343750000002 3.9755859375000004 0.52050781250000011 3.5000000000000004 0.44042968750000006 1.2236328125000002 3.0625000000000004 3.9501953125000004 0.72583007812500011 17.812500000000004 0.44360351562500006 24.351562500000004 1.0000000180025095e-35 10.699218750000002 23.351562500000004 21.851562500000004 1.3447265625000002
decision_type=2 2 2 2 2 2 2 2 2 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 14 -5 8 -3 18 15 -10 13 17 -4 22 -17 -12 19 -9 23 -22 -11 25 -23 -21 27 -27 -25
right_child=1 2 3 6 -6 -7 -8 9 11 10 12 -13 -14 -15 -16 16 -18 -19 -20 20 21 24 -24 28 -26 26 -28 -29 -30
leaf_value=0.0063850063792060966 -0.0053193509732297525 -0.00055130150078018677 -0.00146642982545865 0.0021168693739677569 0.0034486856627022004 0.0028339543589711354 0.0075590305554103215 -0.0021781030253974882 0.0039714540498474206 -0.00078255024723482421 -0.00017519772707960709 0.0010405608014052335 0.0024358379448147101 -0.0018373245326714126 -0.0040617079117117932 -0.00087241010341116375 0.0012707609035227817 0.0017910686611991907 -0.0022488408004624439 -0.0021021230777110178 0.0014467845491930107 -0.00078350276553441889 -0.0024619998413919256 -0.00081578593530771146 0.00017741538995043842 -0.0014192999931871299 -0.0017927962147741301 -0.00059568359004942323 -0.00020526892103218369
leaf_weight=150 109 153 100 129 149 103 98 101 102 112 105 98 107 95 122 187 114 137 117 104 95 181 96 96 182 156 95 104 102
leaf_count=150 109 153 100 129 149 103 98 101 102 112 105 98 107 95 122 187 114 137 117 104 95 181 96 96 182 156 95 104 102
internal_value=0 -6.83067e-05 0.00010306 0.00167966 0.000345106 -0.00107777 0.00446635 -0.000315734 0.00119749 -0.000549403 -3.06423e-05 0.00253532 0.000705111 0.000155593 -0.00289266 -0.000672439 -6.07108e-05 0.000937937 -0.00092028 -0.00079245 -0.000666934 6.0961e-05 -0.00155768 -0.00117435 -0.00030172 -0.0014647 -0.00127796 -0.00108985 -0.000501277
internal_weight=0 3449 3340 701 474 325 227 2639 353 2286 953 200 444 337 222 509 301 242 1333 1216 1115 458 208 657 363 459 355 260 198
internal_count=3599 3449 3340 701 474 325 227 2639 353 2286 953 200 444 337 222 509 301 242 1333 1216 1115 458 208 657 363 459 355 260 198
is_linear=0
shrinkage=0.0140405


Tree=162
num_leaves=28
num_cat=0
split_feature=0 5 5 4 8 0 9 9 5 1 8 10 4 10 5 9 1 8 8 9 9 1 9 1 10 9 1
split_gain=27.8807 12.538 19.6259 29.1708 17.5109 4.92863 8.49161 3.71358 2.80586 2.08078 2.03111 1.59301 1.44668 2.85994 2.00331 1.35443 1.10817 1.05006 0.96593 0.768536 0.916329 0.458134 1.10554 0.445101 0.285342 0.0935053 0.0819969
threshold=11.250000000000002 8.5000000000000018 14.500000000000002 1.0000000180025095e-35 4.8398437500000009 14.601562500000002 1.7143554687500002 1.8867187500000002 12.500000000000002 6.0996093750000009 2.1572265625000004 0.39050292968750006 1.0000000180025095e-35 0.47949218750000006 5.5000000000000009 1.2236328125000002 4.2500000000000009 3.8369140625000004 3.7333984375000004 1.0942382812500002 0.63745117187500011 10.449218750000002 0.90527343750000011 10.847656250000002 0.46752929687500006 0.98510742187500011 14.550781250000002
decision_type=2 2 2 2 2 2 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 10 8 16 9 12 15 -7 -3 -11 13 19 17 -5 -4 24 21 20 -2 -13 26 -16 25 -14 -23
right_child=1 2 5 4 -6 6 -8 -9 -10 11 -12 18 14 -15 23 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0065902901339398613 -0.0013581804620928567 -0.00073199086626332156 -0.001521356790803807 0.0023678600829093099 0.0078315403722724088 0.0011019744550929144 0.0033694161522181969 -0.0033456917139403799 0.00059051834129003448 0.00017745577228482051 -0.0033009433723485567 -0.0018444427740071006 -0.0013595003895354532 0.0016517458483663256 -0.0018636224603918461 0.0044372141368994164 -0.0034748082050773243 3.8741048199860363e-05 -0.0026237488196059829 -0.0015511695115535873 0.00040071483772700819 -0.0017771394609385235 0.00014161880157025072 -0.0031376910359836997 -0.0020186868182937544 -0.0007654116616676764 -0.0012096247615507713
leaf_weight=123 106 162 114 158 166 110 115 148 120 180 97 114 116 103 102 103 115 155 96 214 130 97 140 115 95 95 104
leaf_count=123 106 162 114 158 166 110 115 148 120 180 97 114 116 103 102 103 115 155 96 214 130 97 140 115 95 95 104
internal_value=0 -0.000215308 0.000497428 0.00218769 0.00402569 -0.000652235 -0.00020906 -0.00124436 0.0023675 -0.000698388 -0.00169411 -0.000969304 -0.000991718 -0.000458761 -0.00142642 0.0031845 -0.00250235 -0.000902791 -0.00134393 -0.000941832 -0.000389297 -0.0010739 -0.000816296 -0.00253882 -0.00137971 -0.00109202 -0.0014835
internal_weight=0 3370 1991 806 547 1185 956 1379 381 841 259 731 1231 553 678 261 229 461 551 450 236 455 341 217 306 211 201
internal_count=3493 3370 1991 806 547 1185 956 1379 381 841 259 731 1231 553 678 261 229 461 551 450 236 455 341 217 306 211 201
is_linear=0
shrinkage=0.0140405


Tree=163
num_leaves=31
num_cat=0
split_feature=5 5 4 8 8 10 8 1 1 8 7 10 5 5 5 7 7 8 8 10 1 8 7 10 8 1 1 1 10 8
split_gain=6.11349 19.2739 43.1242 26.4101 10.9561 6.52259 4.61773 3.34139 3.14645 2.68836 2.58435 2.68041 2.37473 1.2167 2.1239 2.19532 1.68803 2.551 1.88611 1.13685 0.964384 0.623307 0.589882 0.558725 0.271022 0.584282 0.236945 0.130231 0.0829739 0.0297281
threshold=8.5000000000000018 15.500000000000002 1.0000000180025095e-35 5.6699218750000009 2.4316406250000004 0.41503906250000006 3.8505859375000004 1.2500000000000002 14.847656250000002 6.0468750000000009 3.5000000000000004 0.44042968750000006 5.5000000000000009 18.500000000000004 19.500000000000004 2.5000000000000004 3.5000000000000004 2.0830078125000004 3.3642578125000004 0.48657226562500006 8.2500000000000018 3.0439453125000004 1.5000000000000002 0.45507812500000006 4.2949218750000009 10.699218750000002 10.699218750000002 11.250000000000002 0.39453125000000006 4.6074218750000009
decision_type=2 2 2 2 2 2 2 2 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 5 23 8 19 -1 -4 13 12 28 24 16 -15 26 18 -18 -3 -7 -13 27 -14 -2 25 -9 -16 -17 -12 -30
right_child=1 9 3 -5 -6 6 -8 10 -10 -11 11 20 22 14 15 21 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0016492544024738086 -0.001375532536552725 -0.0016549667880552553 -0.0010743952759094189 0.01042796157682052 -0.00643542992431169 0.003264165069887011 0.0054997250514989722 4.4468180992839282e-05 0.0023467752880712575 -0.0030255101031425938 -0.001452503818684452 -0.00018281507890133446 -0.0036193646408067856 0.0012510016071575543 -0.0012483958440211726 -3.9016084788786629e-05 -0.0006778366915914792 -0.0038907068823966205 0.00091680878765535508 0.0012349257694130467 0.0016300925796201484 0.00093993570054540601 -0.0021552663440047855 1.317595625744938e-05 -0.0015568426662155262 -0.0013055059321131083 -0.0021642181749153455 -0.00074005455306897915 -0.0011357400943139452 -0.00086409737142191295
leaf_weight=96 141 121 107 99 96 124 161 98 105 107 104 110 109 135 98 103 100 95 105 97 122 103 108 96 157 178 129 106 154 164
leaf_count=96 141 121 107 99 96 124 161 98 105 107 104 110 109 135 98 103 100 95 105 97 122 103 108 96 157 178 129 106 154 164
internal_value=0 0.000305172 0.00171865 0.00371402 -0.00243389 0.00259504 0.0036911 -0.000878794 0.000620052 -0.000901339 -0.00106491 -0.000441766 -0.00169189 -0.000693771 -0.000323877 -0.000718327 -0.00128595 -0.00224308 -0.000460115 0.0023735 0.000770524 4.59902e-05 -0.00289069 -0.000813018 -0.0010911 -0.000826167 -0.00176884 -0.000394567 -0.00110824 -0.000995648
internal_weight=0 2228 1026 693 333 594 382 1400 212 1202 1304 654 650 1095 674 539 421 195 226 221 232 312 217 237 433 276 227 209 422 318
internal_count=3628 2228 1026 693 333 594 382 1400 212 1202 1304 654 650 1095 674 539 421 195 226 221 232 312 217 237 433 276 227 209 422 318
is_linear=0
shrinkage=0.0140405


Tree=164
num_leaves=27
num_cat=0
split_feature=0 0 5 5 4 8 8 7 0 8 8 5 8 0 8 5 5 8 0 0 0 0 8 0 0 8
split_gain=28.7245 13.5803 9.12055 14.2654 17.161 5.26575 3.03683 2.49679 2.24965 2.05536 2.0528 1.50865 1.19895 1.02876 1.02283 1.02112 1.18514 1.03836 0.927949 1.44503 0.91702 0.83502 0.403741 0.311131 0.1375 0.135825
threshold=11.250000000000002 12.250000000000002 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 2.4091796875000004 4.8398437500000009 3.5000000000000004 17.625000000000004 5.8261718750000009 3.3027343750000004 5.5000000000000009 2.0830078125000004 21.546875000000004 4.1953125000000009 18.500000000000004 16.500000000000004 2.6611328125000004 18.929687500000004 16.546875000000004 16.953125000000004 19.710937500000004 4.1503906250000009 23.148437500000004 21.046875000000004 2.4863281250000004
decision_type=2 2 2 2 2 2 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 12 -6 8 11 -7 15 -10 14 -4 20 21 16 -5 -18 19 -17 -9 -3 -13 24 -20 -15
right_child=1 2 3 9 5 6 -8 13 10 -11 -12 22 -14 25 -16 18 17 -19 23 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0059314891222175562 -0.004596898781893499 0.00038067645229422604 -0.0005217280434595509 -0.00039881999551163105 0.00012851041363584899 0.0046894479664387825 0.0052618879935412786 -0.00054922355900965556 0.0032057049114842607 0.0012483319948728242 0.00059145101750535882 -0.0021191032768337688 -0.0024758738260648549 -0.00065845277784873206 -0.0020714984142305741 -0.0008232997180737104 -0.0011290017340793573 -0.0031163781336135026 -0.0010025045550787744 0.001386841741372618 0.0010162126885977227 -0.0012628174208285023 -0.0032959289632515446 -0.00055042150129023897 -0.0017176846318359949 -0.0011985936188575138
leaf_weight=147 146 95 168 114 102 99 155 176 152 96 97 137 98 151 169 138 98 110 105 101 127 170 99 165 107 234
leaf_count=147 146 95 168 114 102 99 155 176 152 96 97 137 98 151 169 138 98 110 105 101 127 170 99 165 107 234
internal_value=0 -0.000407463 -0.00022001 0.000406729 0.00173055 0.00303735 0.00362721 -0.0010992 0.00289912 -0.000708403 0.0021873 -0.00170927 -0.00124168 -0.00050509 -0.00121797 -0.000908666 -0.00154941 -0.00218002 -0.000573732 0.000110693 0.000106916 -0.00067364 -0.00261277 -0.00100763 -0.00136347 -0.000986746
internal_weight=0 3409 3263 1905 871 605 503 1358 348 1034 249 670 266 688 434 938 322 208 616 239 303 265 236 377 212 385
internal_count=3556 3409 3263 1905 871 605 503 1358 348 1034 249 670 266 688 434 938 322 208 616 239 303 265 236 377 212 385
is_linear=0
shrinkage=0.0140405


Tree=165
num_leaves=28
num_cat=0
split_feature=1 7 5 5 4 9 5 10 7 1 4 5 9 10 9 9 9 10 9 1 9 10 1 1 1 10 1
split_gain=20.6201 10.4647 8.73686 12.4233 21.6874 11.5961 7.71425 7.056 5.63564 3.50692 2.53434 4.40778 2.24059 1.89508 1.71268 1.46204 1.26516 0.755244 0.636454 0.711112 0.625341 0.592378 0.452857 0.734264 0.436244 0.244493 0.211827
threshold=1.5498046875000002 3.5000000000000004 8.5000000000000018 17.500000000000004 1.0000000180025095e-35 1.3369140625000002 10.500000000000002 0.51904296875000011 1.5000000000000002 15.847656250000002 1.0000000180025095e-35 5.5000000000000009 1.6645507812500002 0.47949218750000006 1.0083007812500002 1.0190429687500002 1.6772460937500002 0.47241210937500006 1.1152343750000002 11.449218750000002 1.1987304687500002 0.41198730468750006 13.050781250000002 16.148437500000004 8.2500000000000018 0.41748046875000006 14.750000000000002
decision_type=2 2 2 2 2 2 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 10 4 15 6 -6 8 -7 14 13 12 17 18 -8 26 20 25 19 -2 22 -13 24 -24 -5 -12 -4
right_child=2 -3 3 16 5 7 9 -9 -10 -11 11 21 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0061989376136603047 0.00042813972459875471 0.00025103919997387664 -0.0013164073438474272 -0.0012740339838864089 0.0044689707218210049 0.0085865813739491783 -0.0022750938947996213 0.0020483077285470791 0.0039409742624780938 0.0021645413770495685 -0.00142313248361104 -0.0039736380891994298 0.00060982876697955189 0.0010623436170919519 0.0001379844430621339 -0.0030512526472650102 -0.0024213865673450813 -0.0024948730254415047 -0.0015108067682098813 -0.0011430716335831294 -0.00016706913480611895 -0.0026245898738034481 -0.0021863402933183897 -0.00061082620746597839 -2.0091446967270353e-05 -0.00056794917585690683 -0.00051201009236909634
leaf_weight=151 107 95 189 113 98 96 106 144 111 102 177 105 136 126 128 95 120 106 187 121 187 165 144 98 106 105 98
leaf_count=151 107 95 189 113 98 96 106 144 111 102 177 105 136 126 128 95 120 106 187 121 187 165 144 98 106 105 98
internal_value=0 0.00390198 -0.000313146 0.000289672 0.00120233 0.00253753 0.00100287 0.00443509 0.00609546 -8.07953e-06 -0.00118689 -0.00169186 -0.000940933 -0.000445779 -0.000955119 -0.00154148 -0.00109713 -0.0014845 -0.000903666 -0.000405705 -0.0008519 -0.00314922 -0.0011297 -0.00154832 -0.000667103 -0.00110471 -0.00104174
internal_weight=0 246 3270 1935 1167 785 434 351 207 336 1335 794 524 541 234 382 768 388 415 228 648 270 461 242 219 282 287
internal_count=3516 246 3270 1935 1167 785 434 351 207 336 1335 794 524 541 234 382 768 388 415 228 648 270 461 242 219 282 287
is_linear=0
shrinkage=0.0140405


Tree=166
num_leaves=30
num_cat=0
split_feature=0 0 10 6 9 1 3 8 6 9 6 9 10 10 8 8 9 0 1 1 8 10 10 9 0 1 0 1 10
split_gain=19.8652 15.5574 8.40844 7.83391 11.3255 4.2025 3.52604 6.4483 8.48438 6.85049 6.31221 8.21003 6.06481 1.73652 1.43967 1.29165 1.09542 1.1299 0.882667 0.825508 1.07254 0.87009 1.06474 0.693353 0.536454 0.277353 0.187705 0.098638 0.0862136
threshold=11.250000000000002 12.250000000000002 0.53466796875000011 1.0000000180025095e-35 2.0166015625000004 7.6503906250000009 1.0000000180025095e-35 2.5175781250000004 1.0000000180025095e-35 0.92138671875000011 1.0000000180025095e-35 1.2470703125000002 0.48754882812500006 0.44946289062500006 1.8505859375000002 4.6210937500000009 0.81103515625000011 22.351562500000004 9.6523437500000018 8.3476562500000018 4.8574218750000009 0.48754882812500006 0.39648437500000006 0.67773437500000011 23.648437500000004 12.550781250000002 24.351562500000004 12.949218750000002 0.37939453125000006
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 10 9 -9 23 19 14 13 -13 -12 -4 -16 18 -18 20 -3 22 28 26 -19 -24 27 -8 -21
right_child=1 2 3 4 -6 -7 7 8 -10 -11 11 12 -14 -15 16 -17 17 24 -20 21 -22 -23 25 -25 -26 -27 -28 -29 -30
leaf_value=0.0054388609515943096 -0.0050235691786851416 0.00052681707219990161 0.00072723487617494293 -0.0010101558785852449 0.0069162053062267565 0.0031237256537814009 -0.0016742830555687125 -0.0011448947976323111 -0.0057884364527002958 0.0030324667974072667 -0.0016337327545614343 0.0024914623540322131 -0.00057598460803336463 0.004757463373229639 0.0014594020930934228 -0.0014831942263160154 -0.00045560826735811734 -0.0017339836935808938 0.0014029170507300313 -0.0013911054998358417 -0.0012793250935059395 -0.0023529798348104025 0.00030479876904699168 -5.0717299755663903e-05 -0.00026769175648835332 -0.00066859054551458689 -0.00068971731945955132 -0.0011244892847060276 -0.0019467942575688644
leaf_weight=125 130 152 96 95 100 99 111 269 109 109 116 147 97 122 95 114 96 95 106 129 113 104 95 162 102 147 122 153 96
leaf_count=125 130 152 96 95 100 99 111 269 109 109 116 147 97 122 95 114 96 95 106 129 113 104 95 162 102 147 122 153 96
internal_value=0 -0.000257994 -7.31163e-05 0.00159848 0.00307791 0.0010994 -0.000369037 -0.00102283 -0.00248391 -0.000182215 4.40605e-06 0.000771366 0.00243384 0.00351917 -0.000226118 -0.000472712 0.000104415 -0.000218201 0.000519657 -0.000890992 -0.000243349 -0.00119156 -0.000932916 -0.000821631 -0.000974787 -0.000286475 -0.00114518 -0.00135565 -0.0016282
internal_weight=0 3481 3351 504 294 194 2847 1035 378 657 1812 976 366 269 610 210 494 399 202 836 265 571 467 548 197 242 386 264 225
internal_count=3606 3481 3351 504 294 194 2847 1035 378 657 1812 976 366 269 610 210 494 399 202 836 265 571 467 548 197 242 386 264 225
is_linear=0
shrinkage=0.0140405


Tree=167
num_leaves=29
num_cat=0
split_feature=5 5 4 9 9 10 0 10 9 4 10 5 5 0 9 9 5 9 10 0 9 4 9 5 10 10 9 9
split_gain=13.7255 29.4178 41.4401 14.9819 3.40779 2.36688 2.21806 1.91804 2.85561 1.87217 3.21532 1.97861 1.96736 1.34003 1.53253 1.74246 1.16989 1.14777 0.952524 0.65685 0.639822 0.607567 0.766519 0.594699 0.184705 0.179789 0.301637 0.136859
threshold=8.5000000000000018 15.500000000000002 1.0000000180025095e-35 1.9741210937500002 1.3125000000000002 0.49047851562500006 16.648437500000004 0.55249023437500011 1.8378906250000002 1.0000000180025095e-35 0.47460937500000006 5.5000000000000009 7.5000000000000009 14.601562500000002 1.1313476562500002 1.4101562500000002 10.500000000000002 1.6645507812500002 0.48339843750000006 20.453125000000004 0.97216796875000011 1.0000000180025095e-35 0.67773437500000011 18.500000000000004 0.47241210937500006 0.39941406250000006 1.0039062500000002 0.61303710937500011
decision_type=2 2 2 2 2 2 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 6 4 16 -6 -2 8 13 10 25 17 24 -3 21 -16 -4 18 19 -11 -18 22 -15 -23 -13 -1 -27 -8
right_child=1 7 3 -5 5 -7 27 -9 -10 11 -12 12 -14 14 15 -17 20 -19 -20 -21 -22 23 -24 -25 -26 26 -28 -29
leaf_value=-0.001505394996168594 -0.0033789350901191504 -0.0020383532914436463 0.0040134339853552543 0.0096960334436072462 0.006391106801105181 0.0034609603378106596 -0.0012071945129346359 -0.0025048819057085295 0.0014965207975894724 -0.00018935136549922251 0.0014978110616575562 -0.0027124287302192169 -0.00068064154161567218 -0.0011045205604249331 0.0015027296146273104 -0.00087227135003237427 0.001390215617901617 5.8807814227120407e-05 -0.0024550568431987818 -0.0015019399545073519 0.002919319186519853 -0.00224545581038634 0.00044127843802066143 -0.00092052304980913145 -0.0035649498291987275 -0.00028481211974101014 -0.0011805158773262013 -0.0004781417632059068
leaf_weight=97 99 143 109 98 122 98 95 106 122 136 139 106 97 159 127 117 98 169 107 168 120 108 105 175 95 126 180 109
leaf_count=97 99 143 109 98 122 98 95 106 122 136 139 106 97 159 127 117 98 169 107 168 120 108 105 175 95 126 180 109
internal_value=0 0.000793027 0.00262849 0.0046405 0.00373476 0.00508586 -0.00165451 -0.000704407 -0.000523677 -0.000992427 -0.000343555 -0.00139298 -0.00232285 -0.000787558 -0.000561434 0.000363897 0.00282576 -0.000915225 -0.00131574 -0.000914729 0.00223192 -0.000974196 -0.000489714 -0.00142615 -0.00311536 -0.000978666 -0.000811697 -0.000817652
internal_weight=0 2110 948 645 547 220 303 1162 1056 1420 542 878 298 934 791 244 327 580 411 304 218 547 264 283 201 403 306 204
internal_count=3530 2110 948 645 547 220 303 1162 1056 1420 542 878 298 934 791 244 327 580 411 304 218 547 264 283 201 403 306 204
is_linear=0
shrinkage=0.0140405


Tree=168
num_leaves=27
num_cat=0
split_feature=9 7 8 8 9 5 5 9 6 8 8 8 5 9 5 5 7 10 5 9 10 6 3 5 10 8
split_gain=28.0784 6.50684 17.614 12.2341 11.88 11.5718 36.96 12.3134 11.4603 4.43358 3.45521 5.70574 2.5347 2.01794 2.67517 3.96554 1.31943 1.00363 0.714022 0.948359 0.835216 0.692011 0.44916 0.404327 0.307794 0.158411
threshold=2.2753906250000004 5.5000000000000009 2.6904296875000004 3.3085937500000004 0.73193359375000011 15.500000000000002 9.5000000000000018 1.7465820312500002 1.0000000180025095e-35 3.8964843750000004 4.3750000000000009 5.1621093750000009 5.5000000000000009 1.0039062500000002 8.5000000000000018 15.500000000000002 3.5000000000000004 0.37939453125000006 11.500000000000002 0.77783203125000011 0.40600585937500006 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.40600585937500006 0.99804687500000011
decision_type=2 2 2 2 2 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 13 25 6 9 -8 -4 -5 -7 -12 23 17 16 -16 -15 21 20 24 -19 -1 -22 -11 -20 -3
right_child=-2 2 8 5 -6 10 7 -9 -10 12 11 -13 -14 14 15 -17 -18 18 19 -21 22 -23 -24 -25 -26 -27
leaf_value=-0.0010795241984276607 0.0062575073765025876 -0.0013462466293396923 -0.0018819472115006947 0.0024670753541522236 0.0049213670416558136 0.00084701469567811201 0.0039586624319849937 0.0099729668525998343 -0.0074410499261639354 -0.00046198600733286712 -0.0043953130233623256 7.3187512934761128e-05 -0.0022145029283350314 -0.0019516149084760728 0.0023572842882944008 -0.00066096608553155897 9.4956733569098237e-05 -0.0017522663315699433 -0.001784198232957408 -0.0028347698761448078 0.00010377593392276465 0.00043260406158801519 -0.0010922703023212167 0.0007036530028056568 -0.00082298570215707601 -0.00058464907756687146
leaf_weight=111 139 97 222 102 100 153 180 107 109 122 100 129 155 152 164 180 105 142 127 111 145 129 108 113 136 121
leaf_count=111 139 97 222 102 100 153 180 107 109 122 100 129 155 152 164 180 105 142 127 111 145 129 108 113 136 121
internal_value=0 -0.000179923 -0.00144539 0.000116463 0.000914491 0.00121509 0.00219668 0.00620093 -0.00371259 -0.000139138 -0.000786641 -0.00187812 -0.000820763 -0.000675773 -3.17043e-05 0.000777967 -0.00111547 -0.0010594 -0.00130679 -0.00174647 -0.00089048 -0.000266755 -0.000406789 9.85128e-05 -0.00128715 -0.000923525
internal_weight=0 3420 649 2771 318 1161 779 287 331 492 382 229 390 1610 601 344 257 1009 769 374 395 240 253 235 263 218
internal_count=3559 3420 649 2771 318 1161 779 287 331 492 382 229 390 1610 601 344 257 1009 769 374 395 240 253 235 263 218
is_linear=0
shrinkage=0.0140405


Tree=169
num_leaves=28
num_cat=0
split_feature=9 5 5 8 5 7 8 9 5 8 7 9 9 4 5 5 5 5 9 7 9 8 6 9 9 5 9
split_gain=14.6684 20.9427 26.0085 12.5489 3.68276 3.21665 2.87355 1.32248 1.53844 1.2735 3.90525 9.49704 1.50755 1.45296 0.943893 0.910681 0.556832 0.48835 0.396872 0.88587 1.57862 1.50491 0.495264 0.27046 0.13567 0.163772 0.107356
threshold=1.6401367187500002 8.5000000000000018 17.500000000000004 6.0078125000000009 5.5000000000000009 1.0000000180025095e-35 2.8828125000000004 1.4101562500000002 15.500000000000002 2.6845703125000004 5.5000000000000009 0.77783203125000011 1.2426757812500002 1.0000000180025095e-35 2.5000000000000004 11.500000000000002 4.5000000000000009 18.500000000000004 0.66088867187500011 3.5000000000000004 0.77099609375000011 2.1064453125000004 1.0000000180025095e-35 0.58496093750000011 0.60742187500000011 11.500000000000002 1.8261718750000002
decision_type=2 2 2 2 2 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 3 26 14 6 -1 9 -9 10 18 23 15 -14 -2 16 -11 -17 24 22 -21 -22 -20 -12 25 -7 -3
right_child=1 2 -4 -5 -6 7 -8 8 -10 12 11 -13 13 -15 -16 17 -18 -19 19 20 21 -23 -24 -25 -26 -27 -28
leaf_value=-0.00064095127496255767 -0.00093544177175094024 0.0037978123185099838 -0.00058633595250578985 0.010266839680472012 -0.0032674828492572452 -0.0014663369266835684 0.0020988923682796513 0.0010744264863626152 -0.0010870971794967666 -0.0017707866083955472 -0.0011752421274011449 0.0044564398829838115 -0.0011996706249548749 0.00062256111536625018 0.0010049811452465512 -0.0027221734558590355 -0.00041111647365816201 -0.0014646386222949264 -0.00074873877489819703 0.00032120167319343304 -0.0028993979052954768 -0.00079826276791289863 0.00052818736606754407 -0.00019254620946468589 -0.0016994284611518337 -0.00075060394235517162 0.0044501158189732704
leaf_weight=131 103 98 182 98 104 116 178 185 100 106 119 102 203 150 95 151 135 102 102 114 112 168 145 103 95 138 101
leaf_count=131 103 98 182 98 104 116 178 185 100 106 119 102 203 150 95 151 135 102 102 114 112 168 145 103 95 138 101
internal_value=0 0.00176746 0.00359308 0.0061542 -0.00112813 -0.000412471 0.000937341 -0.000582991 0.000315997 -0.000701553 -0.0004279 0.000910095 -0.00112609 -0.000425351 -4.43078e-06 -0.00162681 -0.00100915 -0.00221518 -0.00086579 -0.000658359 -0.00107163 -0.00163872 8.73737e-07 -0.000719307 -0.00124677 -0.00107747 0.00412888
internal_weight=0 781 479 297 302 2755 309 2446 285 2161 1314 324 847 353 198 494 241 253 990 641 394 280 247 222 349 254 199
internal_count=3536 781 479 297 302 2755 309 2446 285 2161 1314 324 847 353 198 494 241 253 990 641 394 280 247 222 349 254 199
is_linear=0
shrinkage=0.0140405


Tree=170
num_leaves=28
num_cat=0
split_feature=9 5 7 5 5 8 1 5 5 9 10 9 5 1 1 7 10 10 7 1 5 5 8 9 7 10 9
split_gain=9.59998 14.9801 5.50956 11.2931 25.2078 15.8501 6.19145 5.12375 4.4878 5.2156 4.87051 2.99118 1.9129 1.85322 1.46406 1.4254 2.20052 1.09257 1.00846 0.760777 0.528094 0.652371 0.483392 1.03096 0.440795 0.265635 0.0143742
threshold=2.1210937500000004 9.5000000000000018 3.5000000000000004 8.5000000000000018 17.500000000000004 4.2675781250000009 15.750000000000002 12.500000000000002 10.500000000000002 1.3237304687500002 0.44360351562500006 0.95947265625000011 5.5000000000000009 8.2500000000000018 7.8496093750000009 5.5000000000000009 0.42651367187500006 0.47949218750000006 1.5000000000000002 6.0996093750000009 14.500000000000002 18.500000000000004 2.6904296875000004 0.67065429687500011 1.5000000000000002 0.43652343750000006 1.2763671875000002
decision_type=2 2 2 2 2 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 12 5 6 7 -5 10 15 22 -12 17 -6 -7 19 -17 24 -15 -10 -21 -22 23 -4 -1 -14 -13
right_child=1 -3 8 4 13 14 -8 -9 9 -11 11 26 25 18 -16 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28
leaf_value=-0.00058275541623754748 -0.0014837673021424983 0.0056208136614666285 -0.0011641054291363193 0.0025920903707765657 -0.002417271435263478 0.0050141281864058453 0.0041524292156792427 -0.0010454226790358482 -0.002636134025975199 -0.0046331647532985732 -0.00053598547666749844 0.0022857718714592904 -0.0017525044127849521 -0.0013393361660788553 0.0073991493209608818 -0.0014337276898400799 0.0013879078089389443 0.00045653443273971285 0.00033774414749711902 -0.00048119984989737689 -0.0022994959512613925 -0.00091369275785728248 -0.0013613029250240337 0.00060288667446222832 -0.0016545120889940729 -0.0027653746099389137 0.0025300183671346762
leaf_weight=157 100 141 174 129 181 100 123 187 104 96 106 95 96 161 103 126 96 126 126 114 137 131 242 104 146 109 95
leaf_count=157 100 141 174 129 181 100 123 187 104 96 106 95 96 161 103 126 96 126 126 114 137 131 242 104 146 109 95
internal_value=0 0.00267285 -0.000228055 0.000319588 0.00117347 0.00298 0.00147981 0.000439511 -0.000817616 -0.00156211 -8.40733e-05 0.00135367 -0.00117539 -0.00130471 0.00622426 -0.00114569 -0.000213561 -0.000642256 -0.000603057 -0.00157148 -0.00128163 -0.00162211 -0.00090248 -0.000503072 -0.00109918 -0.00229105 0.0024079
internal_weight=0 241 3364 1744 1110 642 439 316 1620 804 816 296 634 468 203 708 222 429 287 486 382 268 520 278 303 205 190
internal_count=3605 241 3364 1744 1110 642 439 316 1620 804 816 296 634 468 203 708 222 429 287 486 382 268 520 278 303 205 190
is_linear=0
shrinkage=0.0140405


Tree=171
num_leaves=27
num_cat=0
split_feature=0 0 9 6 4 10 9 7 7 9 7 9 0 9 1 9 7 9 7 1 1 1 0 7 6 10
split_gain=11.7611 8.24237 5.90614 7.09985 11.9046 4.82987 14.8745 10.8915 4.02164 3.36304 1.73498 2.41581 1.65714 1.56729 0.97934 0.594851 0.662164 0.951395 0.336971 1.02977 0.729692 0.514977 0.312784 0.184187 0.0298861 0.0174146
threshold=11.250000000000002 12.000000000000002 1.0112304687500002 1.0000000180025095e-35 1.0000000180025095e-35 0.50732421875000011 1.6625976562500002 2.5000000000000004 1.0000000180025095e-35 1.2456054687500002 2.5000000000000004 1.6625976562500002 16.750000000000004 1.1503906250000002 10.847656250000002 0.95507812500000011 3.5000000000000004 0.69482421875000011 5.5000000000000009 11.449218750000002 9.8476562500000018 14.347656250000002 20.453125000000004 1.5000000000000002 1.0000000180025095e-35 0.39941406250000006
decision_type=2 2 2 2 2 2 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 10 -5 6 8 -7 -6 -10 12 13 -4 -12 -14 16 17 -3 20 -20 -18 -22 -15 -19 -21 -23
right_child=1 2 3 4 5 7 -8 -9 9 -11 11 -13 14 22 -16 -17 18 23 19 24 21 25 -24 -25 -26 -27
leaf_value=0.0040812042127734505 -0.004124134919643154 -0.0010669284795560682 -0.0024459333237990548 -0.0023747906067873733 0.003758824329907855 -0.0016665508621734372 0.0069938299786138766 0.0041875090252673003 -0.00065446801706168394 0.0021682754616379912 0.00093278800763970542 0.0020617599525498058 0.00031729341011935581 -0.0015392414917175879 -0.0012776949689423192 -0.0016733206390569853 -0.0020170027226039922 -2.2208551537238452e-05 0.00045659776147389901 -0.0010405354211288256 -0.00031697426090091603 -0.0012266861028975022 -0.00061165245076139996 0.00084758265652691404 -0.0013847725966999493 -0.0014927397144504201
leaf_weight=127 106 153 136 157 108 184 119 95 181 154 125 95 134 107 175 159 150 95 114 97 180 97 217 97 102 97
leaf_count=127 106 153 136 157 108 184 119 95 181 154 125 95 134 107 175 159 150 95 114 97 180 97 217 97 102 97
internal_value=0 -0.000269818 -0.000147054 0.000338859 0.00117435 0.00183691 0.00258661 0.000326767 0.00140273 0.000643151 -0.000504235 2.76439e-05 -0.00115444 -0.000402737 -0.000586017 -0.000867046 -0.000758588 -0.000240969 -0.000971943 -0.000607433 -0.00118968 -0.00085786 -0.000917986 0.000417217 -0.00121698 -0.00135971
internal_weight=0 3434 3328 1987 998 841 562 279 443 335 989 544 445 449 309 1341 1182 345 837 313 524 374 324 192 199 194
internal_count=3561 3434 3328 1987 998 841 562 279 443 335 989 544 445 449 309 1341 1182 345 837 313 524 374 324 192 199 194
is_linear=0
shrinkage=0.0140405


Tree=172
num_leaves=28
num_cat=0
split_feature=0 0 8 10 8 9 0 5 5 9 10 1 9 10 8 4 10 1 5 1 1 8 9 9 1 0 5
split_gain=25.4532 8.84493 8.24429 7.93737 3.8763 4.65267 3.32461 2.65083 4.6695 6.30298 2.20538 1.99884 1.53484 2.7693 1.92611 1.48514 2.65332 1.44693 1.34301 0.897629 1.2462 0.720751 0.25316 0.298181 0.1321 0.12616 0.0383239
threshold=10.949218750000002 12.750000000000002 6.0468750000000009 0.47460937500000006 5.0410156250000009 1.6171875000000002 18.710937500000004 8.5000000000000018 12.500000000000002 1.1152343750000002 0.53149414062500011 14.050781250000002 0.72387695312500011 0.39160156250000006 3.8505859375000004 1.0000000180025095e-35 0.48144531250000006 14.550781250000002 5.5000000000000009 6.2500000000000009 10.449218750000002 6.7597656250000009 1.0566406250000002 0.60742187500000011 11.250000000000002 23.046875000000004 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 7 -6 15 9 11 -7 -9 26 -14 17 16 22 19 24 -15 -21 -4 23 -3 -17 -26 -10
right_child=1 2 21 -5 6 10 -8 8 12 -11 -12 -13 13 14 -16 18 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28
leaf_value=0.0063077866654294807 -0.00035461891237251869 -0.0010738992497922228 0.0017535586050419498 -0.0055638654085090906 -0.003380620951284477 0.0032431167016229948 -5.975531797272687e-05 -0.0010806955628633709 -0.0014284606079452802 0.0038081106296470476 0.00037066463370530436 0.0014367931514233335 0.0016307891770404139 0.00051156721921173469 -0.0020256611425102412 -0.00060445483217595232 0.0017284194718200276 0.0012178558603132329 -0.0024223269487405816 -0.0019163134894734017 -2.2071888313323137e-05 0.0034741522230361164 -0.0012559205635490069 -5.6062611437824166e-05 -0.001535912908006016 -0.00089736587176067386 -0.001121540540773123
leaf_weight=115 111 112 97 120 151 102 98 143 186 131 109 110 141 110 136 133 95 118 183 140 134 95 187 115 101 154 141
leaf_count=115 111 112 97 120 151 102 98 143 186 131 109 110 141 110 136 133 95 118 183 140 134 95 187 115 101 154 141
internal_value=0 -0.000406797 -0.000216525 -0.00306072 -0.000395308 -0.000245039 -0.00207361 -0.000409592 -2.56855e-05 0.00130826 0.00175924 1.38647e-05 -0.000488826 -0.00014995 -0.000543499 -0.000939242 -0.000387782 -0.000141956 -0.00143082 -0.000559815 -0.000989933 0.00260489 -0.000873384 -0.000558255 -0.000963181 -0.00115028 -0.00129612
internal_weight=0 3453 3222 231 3030 2781 249 2570 1490 384 211 253 1106 779 638 1080 509 502 571 384 274 192 414 227 388 255 327
internal_count=3568 3453 3222 231 3030 2781 249 2570 1490 384 211 253 1106 779 638 1080 509 502 571 384 274 192 414 227 388 255 327
is_linear=0
shrinkage=0.0140405


Tree=173
num_leaves=29
num_cat=0
split_feature=0 0 9 10 5 9 5 7 1 9 9 1 5 9 9 0 10 10 1 1 7 9 1 10 5 10 1 5
split_gain=7.58634 9.52972 7.95099 6.50015 4.9546 7.28881 11.3116 7.76978 4.67847 3.6423 3.62068 3.4808 2.90418 3.26803 2.79655 2.05346 2.94161 1.49717 0.77414 1.16265 0.993069 1.50991 0.574489 0.448219 0.374108 0.357908 0.160822 0.0216529
threshold=10.949218750000002 12.750000000000002 2.2587890625000004 0.49853515625000006 9.5000000000000018 0.81103515625000011 16.500000000000004 4.5000000000000009 8.7500000000000018 1.8461914062500002 1.5590820312500002 6.5507812500000009 20.500000000000004 1.1933593750000002 1.0083007812500002 20.351562500000004 0.49560546875000006 0.46655273437500006 8.0507812500000018 11.449218750000002 3.5000000000000004 1.0893554687500002 15.949218750000002 0.37548828125000006 18.500000000000004 0.42944335937500006 13.347656250000002 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
left_child=-1 3 4 -2 9 23 7 14 10 11 -8 17 13 -10 -7 16 -16 -3 -13 -20 21 22 -21 -6 26 27 -25 -22
right_child=1 2 -4 -5 5 6 8 -9 12 -11 -12 18 -14 -15 15 -17 -18 -19 19 20 25 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0031571287146602523 -0.0011388944057762807 -0.00015388481681878022 0.0035021921903247801 -0.0057455289991196444 -0.00040657608097063299 0.0007127311547621061 -0.00012932424758404774 -0.0014439544666234915 -4.4338246837199397e-05 -0.003536187267422366 -0.0032953965771403567 -0.0021898534764404221 -0.0010283817718165372 0.0035062907177897192 0.0038382303929262972 0.0045644069366373892 0.00063259473463667603 0.0020859674971509274 6.3622956293830454e-05 -0.0017439518556994433 -0.0010553193937530522 -0.0029838723460502113 -0.00024921726787111064 -0.0021552390633045558 -0.00085911396105316706 -0.00039998597720778225 -0.0014417600877476631 -0.0013512292607600522
leaf_weight=124 148 139 112 102 112 95 131 98 108 98 156 110 133 97 139 170 95 102 182 105 98 125 98 106 153 250 151 97
leaf_count=124 148 139 112 102 112 95 131 98 108 98 156 110 133 97 139 170 95 102 182 105 98 125 98 106 153 250 151 97
internal_value=0 -0.000376551 -0.000173955 -0.0030184 -0.000304745 0.000195036 0.000788286 0.00217045 -0.000531962 -0.000925557 -0.00185026 -0.000729659 0.000587417 0.00163572 0.0028803 0.00339 0.0025368 0.000794102 -0.00107447 -0.000946 -0.00118371 -0.00176989 -0.00102236 -0.00119376 -0.00140879 -0.000751656 -0.00173604 -0.00120252
internal_weight=0 3510 3260 250 3148 1744 1222 597 625 1404 287 1306 338 205 499 404 234 241 1065 955 773 328 203 522 410 445 257 195
internal_count=3634 3510 3260 250 3148 1744 1222 597 625 1404 287 1306 338 205 499 404 234 241 1065 955 773 328 203 522 410 445 257 195
is_linear=0
shrinkage=0.0140405


Tree=174
num_leaves=29
num_cat=0
split_feature=9 5 5 9 5 7 10 0 5 10 5 9 5 5 9 4 10 4 0 9 10 5 0 5 10 9 10 9
split_gain=13.0362 20.7467 24.5368 4.84756 3.48384 3.19935 2.58692 2.1661 2.14106 2.01014 2.95857 2.1069 1.45926 2.92007 4.60385 2.13823 1.892 1.49423 2.2063 1.3497 1.27647 1.27368 1.17253 0.958497 0.681779 0.519338 0.20083 0.0226503
threshold=1.6591796875000002 8.5000000000000018 16.500000000000004 1.9384765625000002 5.5000000000000009 1.0000000180025095e-35 0.43041992187500006 11.652343750000002 19.500000000000004 0.37939453125000006 8.5000000000000018 0.89355468750000011 13.500000000000002 8.5000000000000018 0.75537109375000011 1.0000000180025095e-35 0.44848632812500006 1.0000000180025095e-35 18.226562500000004 1.1215820312500002 0.53027343750000011 5.5000000000000009 21.046875000000004 11.500000000000002 0.42651367187500006 1.0136718750000002 0.43359375000000006 1.4028320312500002
decision_type=2 2 2 2 2 2 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 3 -3 20 6 23 -7 -4 10 -9 -12 13 15 -15 22 -16 24 -19 -20 -2 26 -11 -1 -14 -26 -17 -24
right_child=1 2 8 -5 -6 7 -8 9 -10 12 11 -13 17 14 16 21 -18 18 19 -21 -22 -23 27 -25 25 -27 -28 -29
leaf_value=-0.0011089680506970341 -0.0013661663000130331 0.0044563605835067355 0.0014071545190468364 0.0082924933577172479 -0.0034322415934787015 -0.0027159801452227902 0.0025147404167027224 -0.0012666254088119428 -0.0013672054942864686 0.00058303954630667312 1.9928919881884775e-05 0.0027555675193631679 -0.0013375833465109205 -0.0017599242082452964 0.002916913745418867 -0.00069922614624296398 0.00048625229938715694 -0.003265671332188194 -0.0018774553719028586 0.00012556928739798355 0.00087732924512860062 -0.0029665546138342297 -0.0010643206637971842 0.00077186757646256472 -0.00069024149077168389 0.00069918690913746255 -0.0015485342167924896 -0.00079042381652139732
leaf_weight=99 99 134 104 126 101 97 115 132 116 182 111 111 134 113 121 105 132 136 167 110 101 115 103 116 117 97 115 141
leaf_count=99 99 134 104 126 101 97 115 132 116 182 111 111 134 113 121 105 132 136 167 110 101 115 103 116 117 97 115 141
internal_value=0 0.00158317 0.00339532 0.00631541 -0.00130663 -0.000479207 0.000814982 -0.000661798 -5.56899e-05 -0.000572924 0.000397982 0.00138775 -0.000754969 -0.00043421 0.00059634 -0.00092985 0.00164874 -0.00123 -0.0018011 -0.00108203 -0.000233201 -0.00176912 -0.000269863 -9.41916e-05 -0.000552222 -6.04539e-05 -0.00114318 -0.000906044
internal_weight=0 781 480 260 301 2669 330 2339 220 2242 354 222 1888 1127 366 761 253 761 413 277 200 335 426 215 348 214 220 244
internal_count=3450 781 480 260 301 2669 330 2339 220 2242 354 222 1888 1127 366 761 253 761 413 277 200 335 426 215 348 214 220 244
is_linear=0
shrinkage=0.0140405


Tree=175
num_leaves=29
num_cat=0
split_feature=8 5 5 1 5 5 8 3 8 1 1 7 4 1 8 1 1 8 8 7 1 1 5 8 5 7 5 7
split_gain=12.5278 14.8221 38.8191 4.81872 3.04685 4.07957 8.11043 6.61003 2.95802 2.93687 2.69064 2.39636 2.19687 1.42071 0.998248 0.947209 0.86877 0.757041 1.06833 0.713857 0.611664 0.904236 0.499755 0.361681 0.359486 0.524759 0.307474 0.0513428
threshold=4.6210937500000009 9.5000000000000018 16.500000000000004 5.9492187500000009 8.5000000000000018 14.500000000000002 1.8505859375000002 1.0000000180025095e-35 2.8525390625000004 5.7988281250000009 11.699218750000002 2.5000000000000004 1.0000000180025095e-35 5.1503906250000009 4.0097656250000009 9.8476562500000018 3.0498046875000004 2.5175781250000004 1.3842773437500002 5.5000000000000009 9.8476562500000018 6.0996093750000009 11.500000000000002 5.7539062500000009 17.500000000000004 2.5000000000000004 5.5000000000000009 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=4 11 3 -3 9 6 22 8 -8 16 -10 23 17 -4 19 -14 -1 18 -11 20 21 -7 -6 -2 -22 -26 27 -17
right_child=1 2 13 -5 5 14 7 -9 10 12 -12 -13 15 -15 -16 26 -18 -19 -20 -21 24 -23 -24 -25 25 -27 -28 -29
leaf_value=-0.00027067935186938743 -0.0021186838861499981 0.0055149727566154655 -0.002050746326428893 0.0097006332991224371 -0.00065666417783702782 -0.00050605836998808432 0.0014148355535249884 -0.00096434027272241502 0.0025537436441921742 -0.0007232516497011264 0.0057914035326543899 0.0011317796414462903 -0.0028709246463769966 0.00026098910438327995 0.00086773892146978899 -0.0013352160871064733 0.0015560314045444503 -0.0010094581604614596 0.0012713970498815222 0.0002603416793928653 5.2346006033765864e-05 -0.0022262585352096965 -0.0020267576746829004 -0.00091184020523942682 -0.0014227187889442915 -0.00025421753076618138 -0.0020141452580566036 -0.00093142998560517517
leaf_weight=97 95 106 97 111 113 119 137 109 107 118 96 105 121 114 100 146 109 214 96 151 153 122 98 101 138 168 125 108
leaf_count=97 95 106 97 111 113 119 137 109 107 118 96 105 121 114 100 146 109 214 96 151 153 122 98 101 138 168 125 108
internal_value=0 0.00180748 0.00348642 0.00765602 -0.000263134 0.000129327 0.000977454 0.00204442 0.00300899 -0.000820677 0.00408485 -0.000579847 -0.00115733 -0.000801752 -0.000459278 -0.00178937 0.000695881 -0.000418957 0.000171544 -0.000615215 -0.000804085 -0.00137687 -0.00129301 -0.00149679 -0.000503344 -0.000781189 -0.00144407 -0.00116353
internal_weight=0 729 428 217 2745 1611 660 449 340 1134 203 301 928 211 951 500 206 428 214 851 700 241 211 196 459 306 379 254
internal_count=3474 729 428 217 2745 1611 660 449 340 1134 203 301 928 211 951 500 206 428 214 851 700 241 211 196 459 306 379 254
is_linear=0
shrinkage=0.0140405


Tree=176
num_leaves=28
num_cat=0
split_feature=0 0 0 0 1 0 6 0 7 0 9 7 1 0 0 1 10 0 9 6 1 9 9 10 9 10 10
split_gain=22.9606 7.37963 4.10628 4.48706 7.47085 7.35728 6.03489 3.99115 7.02733 5.79913 2.9878 2.56555 2.04633 1.86461 1.73641 1.29322 0.855298 1.84681 0.951028 3.71355 0.853166 0.770189 0.401629 0.443952 0.427339 0.162948 0.0510816
threshold=11.250000000000002 12.152343750000002 12.949218750000002 16.750000000000004 6.0996093750000009 16.148437500000004 1.0000000180025095e-35 14.601562500000002 1.5000000000000002 13.847656250000002 1.6372070312500002 1.0000000180025095e-35 10.152343750000002 15.347656250000002 19.523437500000004 14.750000000000002 0.36352539062500006 23.750000000000004 1.1152343750000002 1.0000000180025095e-35 8.5507812500000018 0.95947265625000011 0.95507812500000011 0.39550781250000006 0.62402343750000011 0.44360351562500006 0.41845703125000006
decision_type=2 2 2 2 2 2 2 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 7 -5 8 -4 -10 11 15 21 -9 -14 -6 17 -16 22 -20 -12 -13 23 -18 26 -26 -25
right_child=1 2 3 4 10 -7 -8 13 9 -11 20 12 14 -15 16 -17 18 -19 19 -21 -22 -23 -24 24 25 -27 -28
leaf_value=0.0058543388112441506 -0.0036926744225249577 0.0019914224315972806 -0.0047756191790628228 7.9107941960220477e-05 -0.00012069379305889528 -0.00409755370537313 0.0049098740523007105 0.0018560366520972375 0.0022816651757282791 -0.002301482628799487 0.00046701626613455298 -0.00083680097942871441 0.00090891599533614602 -0.00037620025302961466 0.001556089982101628 0.0018050962092945981 -0.0014689948648298034 -0.0011226062240847713 -0.0010481372072815274 0.0021830730776050936 0.0023438197501400248 -0.0024012109538617044 -0.001733172354212854 -0.00082215822628531961 0.00023979966299856256 -0.00056375761506583194 -0.0012455795586870813
leaf_weight=122 125 158 100 100 139 146 104 127 97 124 95 103 170 176 103 136 181 100 253 97 96 156 135 102 99 100 125
leaf_count=122 125 158 100 100 139 146 104 127 97 124 95 103 170 176 103 136 181 100 253 97 96 156 135 102 99 100 125
internal_value=0 -0.000343603 -0.000217585 -0.000327895 -2.80282e-05 -0.00126021 0.00254185 -0.000596344 -0.0016873 -0.000289875 -0.000267414 -0.000427719 -0.000628612 0.000559424 -0.00042522 0.000831697 -0.000600358 0.000236535 -0.000755934 -0.00015263 0.00141033 -0.00177907 -0.00104051 -0.00088646 -0.000638951 -0.000163998 -0.00105532
internal_weight=0 3447 3322 3164 2394 770 204 624 321 221 2190 1999 1724 303 1465 275 1295 203 1092 350 191 259 742 607 426 199 227
internal_count=3569 3447 3322 3164 2394 770 204 624 321 221 2190 1999 1724 303 1465 275 1295 203 1092 350 191 259 742 607 426 199 227
is_linear=0
shrinkage=0.0140405


Tree=177
num_leaves=28
num_cat=0
split_feature=10 0 1 5 5 4 1 10 0 7 10 0 0 0 5 5 7 1 7 10 10 5 10 0 10 10 5
split_gain=12.2927 11.1418 10.8449 6.57967 21.1017 25.0399 9.28282 5.93014 3.89825 3.59146 3.01336 1.87925 1.54311 1.40672 1.44151 1.04176 2.1111 1.02589 0.982654 2.0066 1.002 0.814937 0.368718 0.227617 0.190455 0.18171 0.0353385
threshold=0.58447265625000011 10.949218750000002 1.0000000180025095e-35 8.5000000000000018 14.500000000000002 1.0000000180025095e-35 13.949218750000002 0.51660156250000011 14.601562500000002 3.5000000000000004 0.43041992187500006 15.199218750000002 16.148437500000004 17.515625000000004 5.5000000000000009 16.500000000000004 2.5000000000000004 10.449218750000002 1.5000000000000002 0.49450683593750006 0.45654296875000006 18.500000000000004 0.44042968750000006 22.750000000000004 0.39843750000000006 0.41748046875000006 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=1 -1 -3 9 5 17 7 10 -6 11 -7 -4 -11 -13 25 16 -10 -5 20 21 -17 -20 24 -23 -14 -15 -26
right_child=-2 2 3 4 8 6 -8 -9 15 12 -12 13 22 14 -16 18 -18 -19 19 -21 -22 23 -24 -25 26 -27 -28
leaf_value=0.0039617800032637172 0.0041397733948447665 -0.0048511917450843973 -0.003429443805550846 -0.002617607752783357 -0.0029234898079124778 0.0044252342468132358 0.0010443506411374698 0.0022819247999185505 0.0017363125622935622 0.00093741145156836286 0.007535369900732918 -9.8741553662414142e-05 -0.001439618016044437 -0.0015338210806911674 -0.0029150643834902732 -0.0008319244984042899 -0.0010530646483512857 -0.00080249877420669454 -0.0020492348329352382 0.0011462957047269767 -0.002714547198787394 -0.00031160833919645218 -4.2146661137262944e-05 -0.0011119781735318762 -0.00084091858570823296 -0.00075058666603223937 -0.00052498023646404212
leaf_weight=119 130 105 115 114 170 106 167 107 100 148 146 118 97 122 152 131 115 133 105 111 97 187 132 112 188 112 111
leaf_count=119 130 105 115 114 170 106 167 107 100 148 146 118 97 122 152 131 115 133 105 111 97 187 132 112 188 112 111
internal_value=0 -0.000259037 -0.000411196 -0.000265326 0.000260479 0.00204744 0.00377911 0.00505127 -0.000964096 -0.00103718 0.00622714 -0.00180989 -0.000329637 -0.00144034 -0.00185047 -0.000616396 0.00024432 -0.00164024 -0.000865459 -0.000525715 -0.00163286 -0.000985104 -0.000684795 -0.000611412 -0.000899011 -0.00115894 -0.00072363
internal_weight=0 3420 3301 3196 1901 773 526 359 1128 1295 252 619 676 504 386 958 215 247 743 515 228 404 528 299 396 234 299
internal_count=3550 3420 3301 3196 1901 773 526 359 1128 1295 252 619 676 504 386 958 215 247 743 515 228 404 528 299 396 234 299
is_linear=0
shrinkage=0.0140405


Tree=178
num_leaves=26
num_cat=0
split_feature=9 1 8 8 9 9 1 1 10 7 10 7 6 1 1 7 1 1 9 10 6 1 1 7 1
split_gain=13.7216 8.29408 16.6364 12.2277 3.731 2.89677 2.9764 2.88019 2.30216 1.89483 1.74429 5.24872 1.52428 0.974967 2.00859 2.50927 1.67514 0.906623 1.33998 0.791586 0.762926 0.303095 0.519649 0.237797 0.164419
threshold=2.3369140625000004 1.6499023437500002 5.2207031250000009 5.9785156250000009 1.0600585937500002 1.3969726562500002 4.9492187500000009 8.3476562500000018 0.39550781250000006 5.5000000000000009 0.53149414062500011 1.5000000000000002 1.0000000180025095e-35 8.7500000000000018 4.2500000000000009 4.5000000000000009 11.250000000000002 12.550781250000002 0.72583007812500011 0.48657226562500006 1.0000000180025095e-35 17.398437500000004 16.453125000000004 2.5000000000000004 14.847656250000002
decision_type=2 2 2 2 2 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 7 -7 -6 -9 10 12 -12 -8 14 -3 -16 -15 -18 21 23 -20 22 24 -10 -19
right_child=-2 3 -4 -5 5 6 9 8 19 -11 11 -13 -14 16 15 -17 17 18 20 -21 -22 -23 -24 -25 -26
leaf_value=-0.0010165660888970093 0.0049691067933200833 0.00010562676427615623 0.0066053612146564208 -0.004448604827099952 0.0024436486293017978 -0.0023598883938525908 0.00010304459349400684 0.0018909010424101457 -0.00030521088411392122 -0.0011912048791896325 -0.0027993722704106687 0.0016726081589951273 0.0020117889863621569 0.00075393794389644775 -0.0035963569372225268 -0.00061517533131677233 -0.0018535014547101038 -0.00083732356072102761 -0.00068697382789637983 -0.0012926748057379262 0.00073765777232383505 -0.0017151904937749794 -2.0620890678559209e-05 0.0006470876596101874 -0.0014492455167337945
leaf_weight=128 103 117 101 142 188 116 156 137 96 178 102 105 175 171 116 107 128 190 125 104 182 96 113 112 159
leaf_count=128 103 117 101 142 188 116 156 137 96 178 102 105 175 171 116 107 128 190 125 104 182 96 113 112 159
internal_value=0 -0.000233893 0.00234507 -0.000423486 -0.000231233 0.000272048 -0.000273504 0.000984607 0.000373695 6.45132e-05 0.000479974 -0.000530976 0.0011122 -0.000722803 -0.00138424 -0.00216592 -0.000529599 -0.000750631 -0.000587431 -0.000292515 0.000157596 -0.00099733 -0.000848164 0.000207565 -0.00111611
internal_weight=0 3344 229 3115 2973 1469 832 637 449 716 538 207 331 1504 340 223 1164 993 865 312 307 558 462 208 349
internal_count=3447 3344 229 3115 2973 1469 832 637 449 716 538 207 331 1504 340 223 1164 993 865 312 307 558 462 208 349
is_linear=0
shrinkage=0.0140405


Tree=179
num_leaves=30
num_cat=0
split_feature=0 8 9 5 5 0 0 9 5 8 0 0 0 0 9 0 8 9 5 9 10 8 8 0 5 9 0 10 8
split_gain=20.719 9.07467 8.40024 11.5362 21.3734 6.85248 6.12071 5.69154 5.4818 2.61634 3.22228 2.87531 1.71644 1.94872 2.10152 2.56683 1.36161 1.25824 0.782312 0.84972 1.73208 1.12021 0.798167 0.451929 0.257417 0.253621 0.155485 0.228026 0.0186375
threshold=11.250000000000002 7.0000000000000009 1.2373046875000002 9.5000000000000018 15.500000000000002 20.148437500000004 14.750000000000002 1.7465820312500002 12.500000000000002 4.4082031250000009 16.750000000000004 17.625000000000004 13.050781250000002 14.949218750000002 1.1313476562500002 16.351562500000004 4.1093750000000009 1.5830078125000002 15.500000000000002 0.72387695312500011 0.40039062500000006 2.9853515625000004 2.4863281250000004 19.953125000000004 7.5000000000000009 0.72583007812500011 24.351562500000004 0.40600585937500006 1.0805664062500002
decision_type=2 2 2 2 2 2 2 2 2 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 9 5 8 -6 16 -5 11 -11 -4 -2 -14 15 -15 -8 -12 19 26 -21 23 25 -22 -25 28 27 -17 -20
right_child=1 -3 3 4 6 -7 7 -9 -10 10 17 -13 13 14 -16 18 -18 -19 22 20 21 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0.0055523463525254365 0.0011664779337432578 -0.0040649249303723175 0.0022720041023527107 0.0054400295474511225 -0.0028957983606288993 0.0079667026533357405 0.00084506279815705807 0.0038299033568967309 0.001001379333503661 -0.0028039759303672166 -0.00095034152577970498 -0.00091152004284360667 -0.0023015330729533232 0.0012973907735859852 0.0011313759683816086 -0.0016588492068243031 -0.0014441789567738879 0.0010038217650829512 -0.0010454533845035863 0.0010102734790840716 -0.0011236546152347802 -0.0020637314419842006 -0.002052748667252424 -0.00050821003585310894 0.00047090086956166704 -0.000369730431511545 -0.00070746031580825816 -0.00086062952533525134 -0.0013160185090002119
leaf_weight=132 106 111 116 123 109 95 100 95 99 149 182 108 134 119 136 149 105 101 97 154 97 96 178 96 118 120 139 134 104
leaf_count=132 106 111 116 123 109 95 100 95 99 149 182 108 134 119 136 149 105 101 97 154 97 96 178 96 118 120 139 134 104
internal_value=0 -0.000115107 1.54173e-05 0.000855212 0.0020746 0.00481103 -4.62927e-05 0.000989028 0.00346063 -0.000494299 -0.0011328 0.000737091 -0.000571632 -0.000670103 -0.000544247 -0.000686586 -0.000327476 -0.000252919 -0.000845893 -0.000616055 -0.000258026 -0.000737923 -0.00129866 -0.00032867 3.16735e-05 -0.000880506 -0.00109201 -0.00128089 -0.00118545
internal_weight=0 3470 3359 1382 726 317 409 300 222 656 432 224 1977 1871 1737 1601 205 283 1482 983 561 407 499 311 214 321 422 283 201
internal_count=3602 3470 3359 1382 726 317 409 300 222 656 432 224 1977 1871 1737 1601 205 283 1482 983 561 407 499 311 214 321 422 283 201
is_linear=0
shrinkage=0.0140405


Tree=180
num_leaves=31
num_cat=0
split_feature=9 6 4 1 8 0 9 0 7 9 7 1 9 10 1 8 1 8 0 0 1 1 7 8 8 7 1 10 9 0
split_gain=27.5794 3.90291 9.76157 9.53347 8.53963 6.1612 15.5073 7.20416 1.99235 2.45194 2.17749 2.06014 1.58711 0.979758 2.68869 0.959539 0.627042 0.59593 0.566934 1.09824 0.532796 0.513814 0.38013 0.270465 0.349063 0.246104 0.273039 0.238243 0.187533 0.118871
threshold=2.4091796875000004 1.0000000180025095e-35 1.0000000180025095e-35 2.9501953125000004 3.1171875000000004 16.750000000000004 1.6171875000000002 13.449218750000002 3.5000000000000004 1.4028320312500002 1.0000000180025095e-35 15.847656250000002 0.76171875000000011 0.49340820312500006 7.6503906250000009 4.4824218750000009 2.8505859375000004 1.3842773437500002 17.515625000000004 15.847656250000002 13.550781250000002 10.250000000000002 3.5000000000000004 1.3007812500000002 2.1572265625000004 1.0000000180025095e-35 13.199218750000002 0.40747070312500006 1.4028320312500002 24.250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 4 -4 12 7 8 -5 9 10 -7 20 17 16 15 -15 -1 27 19 -18 -12 -16 25 -24 -25 -20 -27 -3 -26 -28
right_child=-2 2 3 5 -6 6 -8 -9 -10 -11 11 -13 -14 14 21 -17 18 -19 22 -21 -22 -23 23 24 28 26 29 -29 -30 -31
leaf_value=-0.0019084986589979005 0.0071936927342003574 -3.1615333686335177e-05 0.0048546149143998997 0.0017073804405268239 -0.0048372174655083181 0.0027396748832247009 0.0053736684628418012 -0.0031970357285034884 -0.0012081286578534377 -0.0013076284044512133 0.00035795081619837359 0.0020625551484401536 0.00069884600820108373 0.002006140584191604 -0.0019398554458668667 7.5500211998405991e-05 -0.00089643727149409525 -0.0017276459569116125 -0.00074736011476823775 0.00092984341782789584 -0.0010827834910517255 -0.00055586968003941005 -0.0013243391275994992 0.00020712205785367312 -0.0012723337871817742 -0.0020848794409427016 -0.00083936988621632718 -0.00091600158632325346 -0.00048361262865622903 -0.0015362813260694187
leaf_weight=110 102 103 114 95 104 120 143 156 140 100 107 110 166 102 101 101 185 128 120 100 96 111 104 97 96 103 96 144 156 97
leaf_count=110 102 103 114 95 104 120 143 156 140 100 107 110 166 102 101 101 185 128 120 100 96 111 104 97 96 103 96 144 156 97
internal_value=0 -0.000212657 0.000236614 0.000995274 -0.0011525 0.000582936 0.00117467 -0.00134078 0.000282459 0.000673983 0.00113163 0.000515126 -0.000444161 -0.000701262 -0.000109338 0.00104558 -0.000895604 -0.000950131 -0.000799055 -0.000255637 -0.000323382 -0.00121522 -0.000977276 -0.000695868 -0.000508587 -0.00128371 -0.00150115 -0.000547209 -0.000784078 -0.00118963
internal_weight=0 3505 1826 1181 645 1067 816 251 673 533 433 313 541 1679 415 203 1264 375 1154 285 203 212 869 453 349 416 296 247 252 193
internal_count=3607 3505 1826 1181 645 1067 816 251 673 533 433 313 541 1679 415 203 1264 375 1154 285 203 212 869 453 349 416 296 247 252 193
is_linear=0
shrinkage=0.0140405


Tree=181
num_leaves=30
num_cat=0
split_feature=9 5 3 8 5 9 5 8 9 7 4 5 9 9 5 7 5 9 9 8 8 7 7 5 5 8 9 8 9
split_gain=8.49135 3.88124 7.07867 14.3305 9.62964 16.5124 4.2696 3.86733 3.40753 2.36632 1.87527 1.58326 2.25338 1.47607 1.28063 0.973519 1.7451 1.06188 0.919635 0.592905 0.470805 0.454956 0.243903 0.304644 0.200531 0.200211 0.120646 0.090371 0.0256811
threshold=2.4091796875000004 8.5000000000000018 1.0000000180025095e-35 3.1171875000000004 16.500000000000004 1.8500976562500002 11.500000000000002 5.1171875000000009 1.0136718750000002 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 0.76171875000000011 1.1186523437500002 5.5000000000000009 3.5000000000000004 20.500000000000004 1.2280273437500002 1.3969726562500002 2.4863281250000004 3.6269531250000004 5.5000000000000009 2.5000000000000004 2.5000000000000004 16.500000000000004 3.1787109375000004 0.64916992187500011 1.9814453125000002 1.9497070312500002
decision_type=2 2 2 2 2 2 2 2 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 5 6 13 10 21 -8 11 27 -13 -3 19 16 17 -6 -11 -12 -18 26 23 -21 -23 -16 -4 -1 -9
right_child=-2 2 3 -5 15 -7 9 28 -10 18 14 12 -14 -15 25 -17 20 -19 -20 22 -22 24 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0010439531301426994 0.0038878936339442976 0.0012247949376807453 -0.00094157014765807422 -0.00601063643714539 -0.00049488161738017852 0.0069875397463638285 0.0014295316679993717 -0.0028841778249148139 0.0019228412389699588 -0.00016074167922527121 -0.0016030998963310068 -0.00035767700863803694 0.0022482722958732482 0.0033970290104490637 -0.0023868298866537192 -0.0015863373974168453 -0.0006368498371549686 0.0011339497577561408 -0.0018891727554667824 -0.0012590180415529288 -0.0018916643738012102 -0.00072233097801313064 9.219318585008523e-05 -0.0001701171661830401 0.00013393327540923096 -0.0015274313853298244 -0.0015744875281925262 -0.00053015270712347034 -0.0025625929804294276
leaf_weight=95 97 119 129 101 148 101 149 95 112 168 104 150 116 128 119 149 127 169 95 97 110 123 128 106 96 97 110 233 101
leaf_count=95 97 119 129 101 148 101 149 95 112 168 104 150 116 128 119 149 127 169 95 97 110 123 128 106 96 97 110 233 101
internal_value=0 -0.000322266 5.78924e-05 -0.00113616 0.000605539 0.0017011 0.000890887 -0.000885249 -0.000272433 1.58354e-05 -0.000596647 -2.61837e-05 0.000778752 0.00235049 -0.00111716 -0.000578851 -0.000307884 0.000373486 -0.00078508 -0.000678342 -0.00121925 -0.000809269 -0.000387784 -0.000690429 -0.000346982 -0.0020009 -0.00123287 -0.000678967 -0.00271846
internal_weight=0 3575 2134 671 1463 760 659 1441 570 412 1245 594 266 247 651 703 554 317 263 435 237 458 331 203 219 216 239 328 196
internal_count=3672 3575 2134 671 1463 760 659 1441 570 412 1245 594 266 247 651 703 554 317 263 435 237 458 331 203 219 216 239 328 196
is_linear=0
shrinkage=0.0140405


Tree=182
num_leaves=30
num_cat=0
split_feature=5 5 3 8 8 10 7 5 7 5 8 5 9 5 9 0 8 7 10 9 0 10 8 8 3 8 9 9 9
split_gain=9.72676 14.8732 25.1127 21.89 4.19078 3.57159 2.90568 3.38765 2.82064 5.55349 4.70165 4.26878 3.20071 1.90264 3.8701 2.59255 1.89842 1.61651 1.57373 1.364 0.820475 0.72293 0.599776 0.497371 0.447395 0.795187 0.858394 0.324308 0.0954186
threshold=8.5000000000000018 14.500000000000002 1.0000000180025095e-35 5.5488281250000009 2.2197265625000004 0.55249023437500011 3.5000000000000004 5.5000000000000009 3.5000000000000004 17.500000000000004 3.3085937500000004 18.500000000000004 0.92138671875000011 11.500000000000002 1.2470703125000002 20.046875000000004 2.0048828125000004 2.5000000000000004 0.49145507812500006 1.2280273437500002 15.750000000000002 0.45800781250000006 2.6406250000000004 3.8369140625000004 1.0000000180025095e-35 2.5175781250000004 0.63745117187500011 1.0083007812500002 0.67065429687500011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 20 9 10 -3 12 -10 15 -15 -6 -4 21 24 -9 -1 -11 28 27 -8 26 -26 -22 -13
right_child=1 8 16 -5 13 -7 18 19 11 17 -12 22 -14 14 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=-0.0019837086270356047 -0.00017586995431172266 -0.0003935687964449283 -0.00073383366486035636 0.0097996464666416268 0.0025678397769458177 0.0014915046991288523 6.0449090729354798e-05 -0.0019364953819335023 -0.001068596795298113 -0.0016357659459017725 0.0036249651732649609 -0.00074629955992416288 -0.0044834411708741763 0.0003774678701724625 0.0041343264114171554 0.0056735894608703156 -0.0032863815353159727 0.00087141901194989746 0.0012679833200835427 -0.0042062260393802425 -0.00049226964244879256 -0.0003959666961417014 0.00090459120282996739 0.00010597239364177973 -0.0010666771267700303 -0.0014259803030514117 0.00072167952371545374 -0.0016205791414201081 -0.00016009131629235026
leaf_weight=119 96 95 143 95 114 122 133 97 124 189 145 98 96 115 102 99 96 116 98 113 103 182 97 118 115 237 98 98 124
leaf_count=119 96 95 143 95 114 122 133 97 124 189 145 98 96 115 102 99 96 116 98 113 103 182 97 118 115 237 98 98 124
internal_value=0 0.000683495 0.00210835 0.0035968 0.00247651 -0.000807619 -0.00101868 -0.0016917 -0.000284415 0.000286231 0.0020343 -0.0010541 -0.00255871 0.00306867 0.00214336 0.00401136 -0.00175912 -0.000575238 -0.000378265 -0.00315783 -0.000988761 -0.00102756 -1.64368e-05 -0.000617604 -0.000654993 -0.000866446 -0.000243865 -0.00104239 -0.000418868
internal_weight=0 2126 860 621 526 1451 1329 648 1266 727 240 539 220 430 217 213 239 487 681 210 438 371 319 319 583 450 213 201 222
internal_count=3577 2126 860 621 526 1451 1329 648 1266 727 240 539 220 430 217 213 239 487 681 210 438 371 319 319 583 450 213 201 222
is_linear=0
shrinkage=0.0140405


Tree=183
num_leaves=28
num_cat=0
split_feature=1 8 1 8 8 9 6 8 7 9 1 1 7 8 7 1 1 8 9 9 9 8 7 9 8 1 6
split_gain=15.5132 30.9083 7.51419 4.05947 9.5171 2.32968 2.47846 2.73801 3.477 2.90264 1.41683 0.915288 1.07098 1.20318 0.851508 1.83485 1.29208 1.04501 1.52927 0.659573 0.639263 0.67538 0.318686 0.534739 0.249765 0.0657603 0.0276751
threshold=1.6499023437500002 5.9238281250000009 2.8505859375000004 5.9785156250000009 5.1875000000000009 1.0395507812500002 1.0000000180025095e-35 4.7109375000000009 2.5000000000000004 1.3164062500000002 5.9492187500000009 8.0507812500000018 2.5000000000000004 4.2226562500000009 5.5000000000000009 11.699218750000002 10.250000000000002 2.4091796875000004 0.94604492187500011 1.3320312500000002 0.73559570312500011 2.4150390625000004 2.5000000000000004 0.68261718750000011 3.5722656250000004 15.250000000000002 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 -1 -2 4 5 14 10 8 9 -8 -7 -12 24 -14 16 -16 20 22 -19 -10 -4 -22 -18 26 -13 -20 -24
right_child=2 -3 3 -5 -6 6 7 -9 19 -11 11 12 13 -15 15 -17 17 18 25 -21 21 -23 23 -25 -26 -27 -28
leaf_value=-0.00049527707568358746 -0.0037394114307716659 0.0093858644456416892 -0.0007353672094321086 -0.0021758795225096492 0.0030446082417667436 0.001024862209434655 0.00057540978595785829 -0.0012685829325142259 0.00055909485108220493 0.0034629323296616644 -0.0018272772008623732 -0.0017382811374437193 0.0012966060223627192 -0.00055240414476109617 0.0013071463135745384 -0.0008872711259432192 -0.0015105615545850683 0.0012298373994054845 -0.00097141068481403363 -0.00089823604186610169 -0.002947906142857819 -0.001282347349965927 -0.00092603680302368659 0.00010041643101337025 -0.00074242564363235619 -0.00045829900286479934 -0.0012298784059969164
leaf_weight=166 121 100 103 188 184 115 117 107 169 166 111 95 108 194 126 186 144 133 100 96 95 97 107 107 104 97 132
leaf_count=166 121 100 103 188 184 115 117 107 169 166 111 95 108 194 126 186 144 133 100 96 95 97 107 107 104 97 132
internal_value=0 0.00321944 -0.00030522 -0.000174589 -4.88815e-05 -0.000251517 0.000159361 0.000785783 0.00118691 0.00226915 -0.000405021 -0.000673709 -0.000418128 0.000108831 -0.000649438 -1.06408e-06 -0.000830866 -0.000544188 6.65827e-05 3.11561e-05 -0.00162773 -0.00210645 -0.000955523 -0.000724524 -0.00121783 -0.000718762 -0.00109385
internal_weight=0 266 3302 3181 2993 2809 1382 655 548 283 727 612 501 302 1427 312 1115 820 330 265 295 192 490 346 199 197 239
internal_count=3568 266 3302 3181 2993 2809 1382 655 548 283 727 612 501 302 1427 312 1115 820 330 265 295 192 490 346 199 197 239
is_linear=0
shrinkage=0.0140405


Tree=184
num_leaves=28
num_cat=0
split_feature=9 5 5 8 10 4 8 10 10 10 1 1 9 1 9 1 9 10 5 7 5 8 8 8 4 9 8
split_gain=10.9662 7.48023 13.1991 22.8797 7.55607 4.10666 3.06917 2.65409 1.30094 2.67079 1.17337 2.54773 2.56539 1.75039 1.45116 1.11823 1.30475 1.05238 1.01911 1.89122 0.936417 0.445901 0.825993 0.420945 0.405094 0.391258 0.162716
threshold=2.2587890625000004 7.5000000000000009 14.500000000000002 4.4824218750000009 0.49450683593750006 1.0000000180025095e-35 4.6464843750000009 0.53271484375000011 0.45800781250000006 0.41650390625000006 8.5507812500000018 5.7988281250000009 1.5639648437500002 10.550781250000002 1.1503906250000002 12.949218750000002 0.72583007812500011 0.49450683593750006 5.5000000000000009 3.5000000000000004 19.500000000000004 4.0683593750000009 2.8964843750000004 2.1572265625000004 1.0000000180025095e-35 0.67773437500000011 1.3789062500000002
decision_type=2 2 2 2 2 2 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 23 7 18 9 -7 11 14 -13 -12 -4 -15 -17 -8 21 -20 -18 22 24 26 25 -1 -3
right_child=-2 2 10 4 -6 8 17 -9 -10 -11 13 12 -14 15 -16 16 20 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00070665011275187855 0.0037460251662712546 -0.00086085361787169355 -0.001552833087562309 0.0082201633465396121 0.0028913743154761664 0.00078932957225139185 -0.0035601578872026087 0.0014969524496739174 0.00019737832498779916 0.0035957174235694668 0.0012489120000949093 -0.00085248486720370309 -0.0041069466845518468 -0.0018604044739589862 0.0003742373836359485 -0.0011936544321218677 0.0011384630868804771 -0.0015550929725754055 -0.0030718703931196236 -0.00049734644551642081 -0.00057987469729859579 -0.00012318130795146284 -0.0017121434810291366 -0.0016221037847561424 -0.0010404060466583118 0.00051002283131627759 -7.7867365588021544e-05
leaf_weight=110 145 115 131 108 102 184 109 95 150 105 119 96 95 115 187 187 137 98 113 112 115 189 175 97 179 99 96
leaf_count=110 145 115 131 108 102 184 109 95 150 105 119 96 95 115 187 187 137 98 113 112 115 189 175 97 179 99 96
internal_value=0 -0.000196275 0.000311632 0.00153738 0.00563189 0.000386314 -0.0010457 -0.000743463 0.0012583 0.00180895 -0.000680789 -0.00118946 -0.0024712 -0.000296071 -0.000419619 -0.000627935 -0.000305079 -0.0026109 -0.000961313 -0.00179033 0.000354301 -0.000713269 -0.000911362 -0.00085655 -0.000550185 -0.000130331 -0.000504613
internal_weight=0 3418 2139 957 210 747 1279 1072 439 289 1182 509 191 673 318 554 439 207 977 225 252 752 563 308 388 209 211
internal_count=3563 3418 2139 957 210 747 1279 1072 439 289 1182 509 191 673 318 554 439 207 977 225 252 752 563 308 388 209 211
is_linear=0
shrinkage=0.0140405


Tree=185
num_leaves=27
num_cat=0
split_feature=1 5 1 10 10 5 5 4 9 1 9 4 10 10 5 9 9 5 1 1 10 1 9 5 9 9
split_gain=12.0468 10.9366 5.51669 10.7045 11.4214 5.3465 15.3338 16.6335 8.91576 2.2645 2.23397 2.16229 1.88356 1.77216 1.768 1.56379 1.45513 1.12572 0.659051 0.579382 0.411553 0.639336 0.615793 0.599583 0.071247 0.0524593
threshold=1.5498046875000002 8.5000000000000018 4.8496093750000009 0.54541015625000011 0.45947265625000006 8.5000000000000018 16.500000000000004 1.0000000180025095e-35 1.6171875000000002 6.5507812500000009 0.91528320312500011 1.0000000180025095e-35 0.42456054687500006 0.50439453125000011 18.500000000000004 1.0859375000000002 1.3647460937500002 5.5000000000000009 10.449218750000002 13.050781250000002 0.42041015625000006 7.6503906250000009 1.0795898437500002 21.500000000000004 1.0327148437500002 0.73559570312500011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 9 7 18 10 -4 -9 19 -12 16 15 -8 17 24 -7 -11 23 -22 -23 -16 -13 -21
right_child=2 -3 5 -5 -6 6 14 8 -10 11 12 13 -14 -15 20 -17 -18 -19 -20 25 21 22 -24 -25 -26 -27
leaf_value=-0.00082641439395626207 -0.00075764075270014512 0.00525411660039426 0.00089960084989646795 0.0023065513481390332 -0.0061247601204963724 -0.0019819340024757378 -0.0010308056027831555 0.00024919256801322356 0.0055899396514454787 0.0005813595551523639 0.0036709457426238939 -0.00090879158030822437 0.0015336735704694136 -0.0032389365789211315 0.00050346328017175201 -0.0033493465758723676 8.4114075283909669e-05 -0.0027293174828223548 -0.00061014153102890772 -0.00086960515183169464 8.3820167379373552e-05 -0.0004651947595049838 -0.0018578644075375851 -0.00094350661609928085 -0.0014038888638740106 -0.00047046005194498506
leaf_weight=95 182 151 129 95 137 112 131 122 177 112 145 140 185 108 128 102 121 132 180 100 95 109 147 101 97 185
leaf_count=95 182 151 129 95 137 112 131 122 177 112 145 140 185 108 128 102 121 132 180 100 95 109 147 101 97 185
internal_value=0 0.00290594 -0.000315811 -0.00183058 -0.00306264 -9.63869e-05 0.000392541 0.00163305 0.00291866 -0.000850658 0.00187261 -0.00107758 0.00247278 -0.00161088 -0.00101275 -0.00204579 -0.00125204 -0.00169018 -0.00113631 -0.000274265 -0.000597759 -0.000899856 -0.00126489 -0.00013472 -0.00111143 -0.000610511
internal_weight=0 246 3272 414 319 2858 1734 921 629 1124 452 995 330 598 813 233 490 369 292 397 580 351 256 229 237 285
internal_count=3518 246 3272 414 319 2858 1734 921 629 1124 452 995 330 598 813 233 490 369 292 397 580 351 256 229 237 285
is_linear=0
shrinkage=0.0140405


Tree=186
num_leaves=28
num_cat=0
split_feature=8 5 1 0 5 5 4 8 8 1 10 10 10 5 7 8 10 8 8 4 1 8 8 8 5 10 10
split_gain=8.896 13.2607 8.33511 5.64553 3.51991 7.4547 10.5516 5.64123 3.28701 2.18233 2.56355 1.48901 1.56103 1.38884 3.13054 0.797643 0.666214 0.82388 0.572815 0.65711 0.785178 0.680244 0.412472 0.462004 0.189264 0.130567 0.0557467
threshold=5.5917968750000009 9.5000000000000018 3.5000000000000004 11.550781250000002 16.500000000000004 8.5000000000000018 1.0000000180025095e-35 4.6074218750000009 2.2773437500000004 5.7988281250000009 0.46240234375000006 0.40258789062500006 0.46948242187500006 5.5000000000000009 3.5000000000000004 4.5566406250000009 0.43457031250000006 3.7246093750000004 3.3027343750000004 1.0000000180025095e-35 13.550781250000002 1.3422851562500002 2.2197265625000004 1.4282226562500002 3.5000000000000004 0.39648437500000006 0.43249511718750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 9 22 8 -8 10 -5 -10 -13 16 -15 18 24 -18 19 21 -21 -6 23 -7 25 -11 -27
right_child=1 2 -4 4 15 6 7 -9 11 13 -12 12 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28
leaf_value=-0.0032084210961355131 -0.0011916250940057949 0.0072545969870329279 0.0018407286387025425 -0.00061359440802710339 -0.0012954526799351101 -0.0010839522350228766 -0.00047071073927852018 0.0052964650262760813 0.0035881979881919432 -0.0011108296265523452 0.0023468544233946707 0.00069874330422239807 0.0027839532773397124 -0.0029535630439069191 2.9522302031356583e-05 -0.0020067664892171842 -0.00051229318347341694 0.0010829587773880662 -2.3234841269796076e-05 -0.0022317706899201038 -0.0007721058005813545 0.0001388497375938773 -0.0016717991173775086 0.00016961415749729725 -0.0013677545189457441 -0.00025807382804811607 -0.00067017858695038587
leaf_weight=122 152 98 131 131 110 144 115 98 113 100 103 150 134 159 123 111 183 98 173 128 168 160 95 97 98 102 177
leaf_count=122 152 98 131 131 110 144 115 98 113 100 103 150 134 159 123 111 183 98 173 128 168 160 95 97 98 102 177
internal_value=0 0.00202351 0.00415758 -0.000246365 -0.000128655 0.000165524 0.00110972 0.00221024 0.00161952 -0.000535579 0.000689509 0.00222501 0.00168261 -0.000811224 -0.00165243 -0.000896982 -0.000498269 4.4058e-05 -0.000730289 -0.000946403 -0.00140331 -0.000445496 -0.000888266 -0.000579405 -0.000817753 -0.000675536 -0.000519517
internal_weight=0 381 229 3192 3070 2220 946 610 512 1274 234 397 284 1040 282 850 758 281 739 566 296 270 336 241 477 379 279
internal_count=3573 381 229 3192 3070 2220 946 610 512 1274 234 397 284 1040 282 850 758 281 739 566 296 270 336 241 477 379 279
is_linear=0
shrinkage=0.0140405


Tree=187
num_leaves=27
num_cat=0
split_feature=0 5 5 8 10 8 8 5 8 8 8 0 0 7 10 0 10 0 8 8 0 10 8 8 8 8
split_gain=14.3737 6.83398 13.2751 9.86471 6.5981 10.8896 4.65998 6.35616 3.34087 3.13913 2.84278 2.43571 2.34311 2.21932 1.96092 1.05648 0.774365 0.536529 0.714522 0.521766 0.515925 0.678155 0.469953 0.428978 0.382035 0.249688
threshold=10.800781250000002 8.5000000000000018 11.500000000000002 2.6308593750000004 0.55957031250000011 5.2519531250000009 2.9375000000000004 16.500000000000004 4.5566406250000009 4.0781250000000009 4.6210937500000009 18.929687500000004 15.949218750000002 5.5000000000000009 0.37548828125000006 17.218750000000004 0.39648437500000006 15.949218750000002 2.2988281250000004 2.4316406250000004 18.414062500000004 0.45947265625000006 4.1347656250000009 1.4545898437500002 1.3447265625000002 2.2197265625000004
decision_type=2 2 2 2 2 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 -3 5 6 13 9 -5 -8 16 -9 -12 14 -4 -16 25 -18 24 23 -20 22 -22 -17 -19 -2
right_child=1 2 4 8 -6 -7 7 11 -10 -11 12 -13 -14 -15 15 19 17 18 20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.0052670628681359723 -0.00079779443712010574 -2.2901070408434603e-05 0.00052995338611600614 0.0029122099597051424 0.0025659966476651716 -0.0039415716944009157 0.0012694544847689916 0.00089055586968811603 0.0061838784798931064 0.0045704822003662712 -0.0033310603844329697 -0.0014329500485858392 -0.00081712072696454082 0.00062156887584300356 -0.0025668849278406478 -0.0014310206226465069 0.00026142607483228668 -0.00060930175307221843 -0.0018058809022409299 -0.0020057222235720638 -0.0017776869175539834 0.00033388453471182723 -0.00058850440997837493 -0.00031102680944864174 0.00054501915646645979 -0.0017246860369320562
leaf_weight=98 99 175 108 143 151 163 137 168 108 97 158 189 136 169 145 126 178 100 100 103 103 98 180 145 130 136
leaf_count=98 99 175 108 143 151 163 137 168 108 97 158 189 136 169 145 126 178 100 100 103 103 98 180 145 130 136
internal_value=0 -0.000183924 0.000319421 0.00253591 -0.000235678 -0.000508615 -0.000105175 0.00083932 0.00431994 0.00263783 -0.000938941 -0.000339535 -0.00216815 -0.000806426 -0.00119132 -0.00154951 -0.000617422 -0.000427946 -0.000600531 -0.00115507 -0.000908316 -0.000672735 -0.00102132 -0.000831762 4.31405e-05 -0.00133421
internal_weight=0 3545 2127 426 1701 1550 1387 591 251 234 1418 357 294 796 627 519 1124 889 711 374 481 381 283 271 230 235
internal_count=3643 3545 2127 426 1701 1550 1387 591 251 234 1418 357 294 796 627 519 1124 889 711 374 481 381 283 271 230 235
is_linear=0
shrinkage=0.0140405


Tree=188
num_leaves=28
num_cat=0
split_feature=0 0 5 5 8 9 4 8 7 8 5 8 5 7 0 7 8 9 5 8 7 7 8 9 8 8 8
split_gain=17.677 12.5499 6.70699 12.2243 18.2178 5.01289 4.71539 3.08326 3.02347 5.61134 2.47756 2.69776 2.0125 1.55719 1.436 1.08526 1.13649 1.05879 0.683213 0.923228 0.487031 0.458367 1.01368 0.436031 0.334451 0.169619 0.143245
threshold=11.250000000000002 12.000000000000002 8.5000000000000018 14.500000000000002 4.3750000000000009 1.9609375000000002 1.0000000180025095e-35 2.3632812500000004 3.5000000000000004 5.3847656250000009 18.500000000000004 2.1787109375000004 10.500000000000002 1.0000000180025095e-35 14.250000000000002 2.5000000000000004 3.8505859375000004 1.1269531250000002 4.5000000000000009 2.5175781250000004 4.5000000000000009 5.5000000000000009 3.2890625000000004 0.77099609375000011 3.5722656250000004 2.4863281250000004 1.8886718750000002
decision_type=2 2 2 2 2 2 2 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 6 14 26 -8 9 13 11 -10 -9 -5 -3 16 -15 -14 21 20 -20 22 23 -16 -21 -12 -4
right_child=1 2 3 8 -6 -7 7 12 10 -11 25 -13 17 15 18 -17 -18 -19 19 24 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0048545555461036779 -0.0053025809693851888 0.00088767850683363423 -0.00061059065617736108 0.00071901756865129127 0.0060357162687698215 -0.003866781314693099 -0.00055586195559121244 0.0039997001959412044 -0.0010314832801188571 0.0026801115079289339 -0.00016751995721477913 -0.0040787837761241579 0.00047340485980904571 -0.00073032341335251938 -0.00012630433296828686 0.00010587348614918233 -0.0025556462437435223 0.0025127186826610732 -0.0012971322015786194 -0.0024211767002204759 5.4829432802048018e-05 -0.00099931724427302433 0.00066792631623683858 -0.0012135784627161895 -0.0013450543352708148 -0.00088801923110845885 -0.0013191674984945193
leaf_weight=138 95 110 132 150 157 103 97 96 129 135 181 103 97 173 130 131 110 104 96 106 116 252 155 165 123 100 98
leaf_count=138 95 110 132 150 157 103 97 96 129 135 181 103 97 173 130 131 110 104 96 106 116 252 155 165 123 100 98
internal_value=0 -0.000270265 -0.000127515 0.000390767 0.0017606 -0.000889266 0.000684967 0.0016175 -0.000491938 0.000108827 -0.00131052 -0.00238438 0.00232732 -0.00050664 -0.000644506 -0.000950719 -0.00143981 0.00152857 -0.00079196 -0.00122506 -0.00055738 -0.000519885 -0.000251403 -0.000734441 -0.00184317 -0.000423925 -0.000912506
internal_weight=0 3444 3349 1993 781 1356 624 394 1212 699 513 232 297 564 1253 414 283 201 1143 441 212 702 450 295 229 281 230
internal_count=3582 3444 3349 1993 781 1356 624 394 1212 699 513 232 297 564 1253 414 283 201 1143 441 212 702 450 295 229 281 230
is_linear=0
shrinkage=0.0140405


Tree=189
num_leaves=28
num_cat=0
split_feature=0 3 8 0 8 7 8 8 1 9 9 0 1 0 1 9 1 8 7 0 9 0 9 9 1 1 1
split_gain=12.2339 4.63118 5.42369 6.38103 3.81005 5.97053 5.31121 8.65654 7.88512 7.83229 3.71729 6.65562 3.67632 3.81714 3.21152 2.91842 1.86798 1.19091 1.18614 1.10141 0.752602 0.720671 0.971119 0.339956 0.248589 0.212152 0.0490159
threshold=10.949218750000002 1.0000000180025095e-35 2.9267578125000004 17.414062500000004 3.0625000000000004 2.5000000000000004 4.3750000000000009 5.7851562500000009 8.8476562500000018 2.1542968750000004 1.6171875000000002 16.546875000000004 6.6503906250000009 20.851562500000004 9.3476562500000018 0.83618164062500011 6.7500000000000009 1.3422851562500002 3.5000000000000004 16.648437500000004 0.90527343750000011 20.750000000000004 0.95043945312500011 0.67773437500000011 15.050781250000002 11.449218750000002 16.453125000000004
decision_type=2 2 2 2 2 2 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 -4 17 6 12 8 16 -9 14 -12 -6 -14 -7 23 -8 -2 21 -17 -20 -19 -23 25 -24 -3 -27
right_child=1 2 3 -5 5 10 7 9 -10 -11 11 -13 13 -15 -16 19 -18 18 20 -21 -22 22 24 -25 -26 26 -28
leaf_value=0.0045414453392174578 -0.0017331669611935284 -0.0015225593740550007 -0.0053225690322876214 -0.00094474592412874096 0.0031192435488127928 -0.0010014892126156583 -0.0052282516247864333 0.0043042973667170407 0.00090979249845585361 -0.0011956085331749976 0.0013109068958519897 0.0060123125168214811 -0.001395853317095808 0.0017415230878753002 0.0025326072445047598 0.00024126265835843771 -0.0025318904303951438 0.00088049968613077055 -0.00038291667504002476 0.0023055015756022457 -0.0019262375990751475 0.00064127940719120125 -0.0012610075814157467 -0.00016464465630463469 -0.00034402495181372198 -0.00089279017723815001 -0.00050184312351283676
leaf_weight=119 113 97 100 191 142 105 106 96 98 109 142 102 134 178 98 105 97 184 160 99 102 166 107 149 128 189 95
leaf_count=119 113 97 100 191 142 105 106 96 98 109 142 102 134 178 98 105 97 184 160 99 102 166 107 149 128 189 95
internal_value=0 -3.86976e-05 -0.000827082 -0.00244915 0.000302702 0.000768007 0.000143898 -0.00084533 -0.00236089 0.00137996 0.00210838 0.00327625 0.00124643 0.00039406 0.000704626 -0.000183999 -0.00393984 -0.00037926 -0.000198632 0.00124303 -0.000983752 0.000152994 -0.000180824 -0.000733269 -0.000761545 -0.000955645 -0.000762016
internal_weight=0 3392 1025 291 2367 1407 960 506 301 205 447 244 454 312 203 734 203 960 847 204 262 585 401 530 235 381 284
internal_count=3511 3392 1025 291 2367 1407 960 506 301 205 447 244 454 312 203 734 203 960 847 204 262 585 401 530 235 381 284
is_linear=0
shrinkage=0.0140405


Tree=190
num_leaves=26
num_cat=0
split_feature=9 0 0 5 8 5 5 8 3 7 0 5 9 8 7 8 7 1 5 0 1 1 8 0 9
split_gain=6.91098 10.6586 17.6255 11.84 5.39247 2.31504 8.06809 7.40521 2.67545 2.50957 1.69157 1.56467 1.31276 4.45677 1.3028 1.13665 1.62029 0.971035 1.51339 0.918054 0.74701 0.847522 0.611403 0.0837401 0.0519668
threshold=1.7099609375000002 16.750000000000004 13.652343750000002 9.5000000000000018 6.2207031250000009 7.5000000000000009 14.500000000000002 2.1835937500000004 1.0000000180025095e-35 3.5000000000000004 22.250000000000004 5.5000000000000009 0.68261718750000011 2.9267578125000004 1.0000000180025095e-35 2.5175781250000004 5.5000000000000009 13.550781250000002 18.500000000000004 21.750000000000004 8.6523437500000018 12.250000000000002 1.7338867187500002 21.648437500000004 0.97216796875000011
decision_type=2 2 2 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 -3 -2 8 7 22 11 10 -9 20 -10 -14 -8 16 19 18 -17 -16 -1 -22 23 -7 -23
right_child=1 3 -4 -5 -6 6 14 9 12 -11 -12 -13 13 -15 15 17 -18 -19 -20 -21 21 24 -24 -25 -26
leaf_value=-0.0018663195463659305 0.0038577145467513776 0.0003944868129693696 -0.0035641994816175446 0.0065015986622240689 -0.00032456771040327337 -0.00072450402505283085 0.00050465373527779067 0.0038441221650561195 -0.0011810674024178918 0.00082992118373628125 0.0017177394892386132 -0.0027116319017734436 0.0024376616783610707 -0.00078725245064466016 -0.0016715461144039818 -0.0031193066620315156 0.00087874627879590901 -0.0005342437336716511 -0.0010684736018250426 -0.00019149082876201797 0.00047521368388859099 -0.00086488395851308845 0.00032621838288759535 -0.0012880484662955471 -0.0012959776377908336
leaf_weight=140 160 119 169 132 98 106 136 182 137 164 124 139 136 223 181 125 125 141 164 152 95 98 102 102 126
leaf_count=140 160 119 169 132 98 106 136 182 137 164 124 139 136 223 181 125 125 141 164 152 95 98 102 102 126
internal_value=0 0.00131008 -3.96324e-05 0.0036062 0.0022691 -0.000264585 4.44464e-05 0.0011203 -0.000774177 0.00223136 0.00298245 -0.00140654 -1.17773e-05 0.000434442 -0.00077505 -0.000971041 -0.000484308 -0.00148947 -0.00195551 -0.000995965 -0.00101131 -0.000636071 -0.000564207 -0.00100086 -0.00110737
internal_weight=0 678 427 251 258 2898 1804 780 1094 470 306 598 496 359 1024 888 458 430 289 333 459 319 310 208 224
internal_count=3576 678 427 251 258 2898 1804 780 1094 470 306 598 496 359 1024 888 458 430 289 333 459 319 310 208 224
is_linear=0
shrinkage=0.0140405


Tree=191
num_leaves=29
num_cat=0
split_feature=0 0 5 5 4 9 7 0 7 9 9 0 0 9 10 4 10 10 10 10 9 10 4 0 10 9 5 0
split_gain=25.8668 7.73938 7.13723 11.4921 15.4873 9.17792 3.83491 3.70935 2.46041 3.55243 2.70312 2.90899 2.30735 3.66996 1.27508 0.862218 1.07324 0.733201 1.3315 0.637102 0.490486 1.66354 0.342634 0.784826 0.26763 0.196982 0.177849 0.159401
threshold=11.250000000000002 12.152343750000002 8.5000000000000018 14.500000000000002 1.0000000180025095e-35 1.6298828125000002 1.0000000180025095e-35 17.515625000000004 2.5000000000000004 1.5014648437500002 1.4077148437500002 16.750000000000004 15.199218750000002 1.6591796875000002 0.43041992187500006 1.0000000180025095e-35 0.46093750000000006 0.39306640625000006 0.43750000000000006 0.41748046875000006 1.0629882812500002 0.43457031250000006 1.0000000180025095e-35 23.046875000000004 0.41943359375000006 1.0112304687500002 4.5000000000000009 21.648437500000004
decision_type=2 2 2 2 2 2 2 2 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 19 7 -5 -6 10 15 14 -12 -8 20 25 16 24 -9 -19 -4 22 -22 27 -24 -10 -3 -17 -14
right_child=1 2 3 6 5 -7 12 17 9 -11 11 -13 13 -15 -16 26 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29
leaf_value=0.005659637740671992 -0.0035770724166490717 -0.00093528681018443117 -0.00031882178615519802 0.0015092994280482999 0.004300969787638137 0.0060192321598427296 -0.0021407170797469953 0.0021762576285429924 -0.0012158493657399123 0.001955750403109688 -0.0043150812234229426 -0.0011900907240381792 -0.00032438509155557975 0.0019058753794559318 0.00051859607242633128 -0.0010515197951857594 0.00089165514339077038 -0.00046841969724428149 0.0018229203967754716 -0.0017612589988506516 0.0011536950246589836 -0.0011734795263491059 -0.0022532176873110818 -0.00053864266428023204 -0.00045145869246822308 -0.001816604226330397 -0.0018290374815375719 -0.0010596860929609048
leaf_weight=155 129 99 105 175 100 152 189 97 143 112 115 120 111 115 107 117 101 99 101 142 96 164 118 95 245 101 115 122
leaf_count=155 129 99 105 175 100 152 189 97 143 112 115 120 111 115 107 117 101 99 101 142 96 164 118 95 245 101 115 122
internal_value=0 -0.000202253 -7.25297e-05 0.000466914 0.00177171 0.00308535 -0.000409559 0.00196205 -0.00084972 -0.000370636 -0.00158603 -0.00271934 -0.000742035 -0.000420048 -0.000718504 -0.000732016 -0.00039758 0.00117454 0.000688707 -0.00114808 -0.000798917 -0.000314215 -0.00108148 -0.0014885 -0.00073318 -0.00138035 -0.00143693 -0.000709392
internal_weight=0 3485 3356 1981 796 549 1185 397 1375 833 542 235 1010 821 307 721 489 297 200 247 706 260 446 213 388 200 232 233
internal_count=3640 3485 3356 1981 796 549 1185 397 1375 833 542 235 1010 821 307 721 489 297 200 247 706 260 446 213 388 200 232 233
is_linear=0
shrinkage=0.0140405


Tree=192
num_leaves=28
num_cat=0
split_feature=0 8 10 7 0 9 8 0 0 7 9 0 7 7 0 10 8 9 0 9 8 8 10 10 7 10 8
split_gain=21.4914 7.2362 6.89001 6.51713 2.18392 8.61848 5.1382 4.35447 2.18262 1.74594 1.54709 2.35628 1.6958 1.73989 0.928196 0.801894 0.758883 1.18247 0.505707 0.779909 0.577515 0.703339 0.455931 0.269319 0.0578997 0.028628 0.0188549
threshold=10.949218750000002 6.6582031250000009 0.55566406250000011 2.5000000000000004 16.546875000000004 1.6171875000000002 5.2617187500000009 20.148437500000004 15.949218750000002 2.5000000000000004 0.95947265625000011 21.648437500000004 1.0000000180025095e-35 3.5000000000000004 14.847656250000002 0.46240234375000006 4.1503906250000009 1.2441406250000002 23.046875000000004 0.58496093750000011 2.0292968750000004 1.4750976562500002 0.41357421875000006 0.47143554687500006 1.5000000000000002 0.42358398437500006 0.97021484375000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 10 8 -7 9 -2 18 12 -12 23 15 -11 17 24 20 26 21 25 -21 -14 -13 -6 -20
right_child=1 -3 3 -5 5 7 -8 -9 -10 14 11 16 13 -15 -16 -17 -18 -19 19 22 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.005542392127313449 0.0012256409443548058 -0.003114153143208169 0.00026077524708711014 0.0046709710587364743 -0.0012338215804853952 0.00078792032121433725 -0.003632136666170252 0.0049460531253437126 -0.002036402345686326 -0.00031011648410535751 0.0023632051953966123 -0.00043446607465852789 5.806764641873281e-05 0.001663337215832844 0.00062233925256085978 -0.0018240449896114361 -0.001202664430581292 0.0010842233982290511 -0.00087976839446175955 0.00053418041922971343 -0.0016105364131216964 0.00027259458703646498 -0.00065318194983617062 -0.00094441205775610746 -0.00085776240479537504 -0.00092497135824635133 -0.001153191648933404
leaf_weight=134 158 159 159 113 114 104 114 95 131 166 111 124 112 127 102 118 199 111 97 186 184 113 97 100 131 123 102
leaf_count=134 158 159 159 113 114 104 114 95 131 166 111 124 112 127 102 118 199 111 97 186 184 113 97 100 131 123 102
internal_value=0 -0.000188694 -4.73547e-05 0.00209295 -0.000240188 -1.55642e-05 -0.000875056 0.00277296 -0.000409416 -1.76227e-05 -0.000288787 9.89161e-05 0.000856938 0.000363735 -0.000526523 -0.000939143 -0.000504818 -0.000125388 -0.000676109 -0.000346399 -0.000973713 -0.000638926 0.000127205 -0.0004148 -0.000651924 -0.00107353 -0.00101991
internal_weight=0 3450 3291 272 3019 2230 789 199 675 544 2031 1015 450 339 386 284 565 366 1016 482 534 350 283 212 255 237 199
internal_count=3584 3450 3291 272 3019 2230 789 199 675 544 2031 1015 450 339 386 284 565 366 1016 482 534 350 283 212 255 237 199
is_linear=0
shrinkage=0.0140405


Tree=193
num_leaves=27
num_cat=0
split_feature=9 3 1 1 0 0 9 9 7 1 7 1 9 9 1 1 9 6 9 9 9 0 9 9 0 6
split_gain=23.5993 5.99926 11.7588 7.72465 5.85298 12.2655 9.30552 4.0529 14.2283 11.1111 4.07094 8.6318 2.31306 4.15192 1.84513 1.80806 3.04443 1.10341 1.16445 1.02953 1.28251 0.442468 0.346328 0.201476 0.135255 0.143038
threshold=2.3369140625000004 1.0000000180025095e-35 1.5498046875000002 3.9501953125000004 14.750000000000002 13.449218750000002 1.6772460937500002 1.6171875000000002 2.5000000000000004 8.0507812500000018 1.0000000180025095e-35 10.550781250000002 1.3540039062500002 0.89355468750000011 14.750000000000002 8.2500000000000018 1.3369140625000002 1.0000000180025095e-35 0.73559570312500011 0.95043945312500011 1.1269531250000002 23.750000000000004 0.97216796875000011 0.67773437500000011 24.351562500000004 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
left_child=1 2 -1 -3 5 6 -4 10 9 -9 11 -6 13 23 -13 -12 17 21 -19 -20 -21 22 -17 24 25 -5
right_child=-2 3 4 12 7 -7 -8 8 -10 -11 15 14 -14 -15 -16 16 -18 18 19 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0040903889617274975 0.0063295480195019347 -0.0036289649995175847 -0.0025516645380751694 -0.0013013763985109269 0.0047022498812731659 -0.0054860557554108286 0.0032808305653607432 -0.0027045236906279705 0.0053230580473650913 0.0032702304140826235 -0.0016778618114596886 -0.0015998642863158659 -0.0017097729781459198 0.0018488545317546657 0.0010645154538862246 -0.00081684442683977506 0.0019083410113274711 -0.001335554436465913 0.0016151771205991942 -0.00094505661763102553 0.0010928836457844828 -0.0004116061553310447 -0.001903256177983629 -0.00020659968256293214 -0.0004268247543178229 -0.00067677735370329283
leaf_weight=151 116 178 112 137 105 111 104 154 134 102 180 101 220 171 104 110 124 97 99 143 106 151 122 152 130 153
leaf_count=151 116 178 112 137 105 111 104 154 134 102 180 101 220 171 104 110 124 97 99 143 106 151 122 152 130 153
internal_value=0 -0.000108917 0.000302513 -0.000941873 3.759e-05 -0.00169276 0.000256574 0.000346446 0.0016163 -0.000323958 3.00441e-06 0.00142858 -0.000445194 -7.07561e-05 -0.000248179 -0.000387392 -0.000143395 -0.00045066 2.48457e-05 0.000404038 -7.74997e-05 -0.00100314 -0.00138815 -0.000644626 -0.000803149 -0.000971847
internal_weight=0 3451 2310 1141 2159 327 216 1832 390 256 1442 310 963 743 205 1132 952 828 445 348 249 383 232 572 420 290
internal_count=3567 3451 2310 1141 2159 327 216 1832 390 256 1442 310 963 743 205 1132 952 828 445 348 249 383 232 572 420 290
is_linear=0
shrinkage=0.0140405


Tree=194
num_leaves=28
num_cat=0
split_feature=0 0 10 9 9 7 6 0 9 10 9 7 0 0 10 9 7 9 3 6 0 9 9 6 0 10 0
split_gain=14.2229 13.2518 6.32002 12.4666 4.24168 10.2948 6.39224 3.693 2.74587 2.43468 1.64944 1.52063 0.686111 1.79638 1.08808 1.46578 0.691858 0.667797 0.659465 0.622223 0.427806 0.498287 0.393558 0.585016 0.154808 0.179118 0.0816001
threshold=10.949218750000002 12.250000000000002 0.56054687500000011 1.9980468750000002 1.2441406250000002 5.5000000000000009 1.0000000180025095e-35 16.750000000000004 2.0332031250000004 0.46850585937500006 1.5805664062500002 1.0000000180025095e-35 15.449218750000002 17.515625000000004 0.47241210937500006 0.89770507812500011 1.5000000000000002 1.0502929687500002 1.0000000180025095e-35 1.0000000180025095e-35 24.851562500000004 0.71801757812500011 0.72387695312500011 1.0000000180025095e-35 21.851562500000004 0.39843750000000006 19.601562500000004
decision_type=2 2 2 2 2 2 2 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 9 -8 -4 26 -9 19 17 18 16 -16 -15 -13 -14 -3 22 -22 24 -24 -18 -26 -6
right_child=1 2 8 -5 5 -7 7 10 -10 -11 -12 12 13 14 15 -17 20 -19 -20 -21 21 -23 23 -25 25 -27 -28
leaf_value=0.0048207523154752173 -0.0044585258480656391 -0.0002303047504164982 0.00047528965087364702 -0.0045916547179878451 -0.0013065087612585524 -0.0022808408402755016 0.0007876542485066077 0.0026963351422172434 0.0036596406812158481 0.0012482424304074533 0.0050292378855247869 -0.0006602481187723407 -0.00016221939273152665 -0.0018854015392382444 -0.0010550125344811997 0.00085119265257916092 -0.0013240862840940418 -0.0022634463387307445 0.0014190187363048849 0.0012351407824265047 -0.00077089451600623302 -0.0020525347436764364 -0.00094408577780021161 0.00032016406609659267 -0.0011470526726691638 -0.00030021475598013503 -0.00074391378459255316
leaf_weight=107 150 109 102 131 108 196 150 161 112 166 95 105 103 146 151 168 143 100 105 120 134 108 135 155 97 100 96
leaf_count=107 150 109 102 131 108 196 150 161 112 166 95 105 103 146 151 168 143 100 105 120 134 108 135 155 97 100 96
internal_value=0 -0.00037711 -0.000191365 -0.000353374 -0.00016523 0.000594321 0.00132052 0.00253703 0.00214187 -1.43525e-05 0.00356206 -0.000538289 -0.000679078 -0.00057781 -0.000766645 -5.11176e-05 -0.000990863 -0.0014423 0.000636002 0.000537614 -0.000841089 -0.00134287 -0.000648343 -0.000268366 -0.000972441 -0.000717186 -0.00104176
internal_weight=0 3446 3296 3082 2951 972 776 406 214 370 256 1979 1750 1545 1337 319 1018 205 208 229 872 242 630 290 340 197 204
internal_count=3553 3446 3296 3082 2951 972 776 406 214 370 256 1979 1750 1545 1337 319 1018 205 208 229 872 242 630 290 340 197 204
is_linear=0
shrinkage=0.0140405


Tree=195
num_leaves=28
num_cat=0
split_feature=0 10 9 6 5 5 3 9 0 1 9 5 0 5 5 3 9 5 0 0 0 9 10 10 10 0 10
split_gain=19.4434 12.0089 9.15991 7.48762 4.5341 10.0207 19.639 9.95116 2.66061 2.49222 1.4513 1.5861 1.33735 1.13063 0.953111 2.57001 1.18786 0.475774 0.472202 0.392815 1.36196 0.359555 0.323629 0.23815 0.200127 0.21205 0.160784
threshold=11.250000000000002 0.56152343750000011 2.1210937500000004 1.0000000180025095e-35 8.5000000000000018 16.500000000000004 1.0000000180025095e-35 1.2456054687500002 16.648437500000004 9.5507812500000018 0.81103515625000011 12.500000000000002 14.601562500000002 17.500000000000004 5.5000000000000009 1.0000000180025095e-35 1.0327148437500002 18.500000000000004 17.929687500000004 17.515625000000004 14.750000000000002 1.2441406250000002 0.42651367187500006 0.39648437500000006 0.40258789062500006 20.851562500000004 0.45947265625000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 14 6 7 10 -8 -9 -6 -12 -7 -14 19 16 -16 -15 -19 20 -2 23 -10 -20 -21 -26 -27
right_child=1 3 -4 -5 5 12 8 9 22 -11 11 -13 13 17 15 -17 -18 18 21 24 -22 -23 -24 -25 25 26 -28
leaf_value=0.0053849929754109993 -0.0011550816979391809 0.00042199550199778464 -0.0040225846919044505 0.0053722594524153256 -2.3695517306511859e-05 -0.0019209743632449246 -0.0032883824220155079 0.0038371994136938256 -0.0010356274824607015 0.0066072484020843324 0.0030692788888708848 0.00077203010544330247 0.00092736928322491644 -0.0015645933175842679 -0.00088890948649218411 0.00048788074035606513 -0.0028942789524058288 0.00023169372891504629 -0.0015316760886846057 -0.0010334221548766759 0.00091675170830029433 -3.6149078362830719e-05 5.2996599550517054e-05 -0.00068676612123705729 -0.0010143336418731838 -0.00049671652481749916 0.00016829887325488189
leaf_weight=140 110 113 118 129 112 143 102 172 118 102 118 119 103 97 96 109 148 132 105 175 145 104 99 176 110 253 100
leaf_count=140 110 113 118 129 112 143 102 172 118 102 118 119 103 97 96 109 148 132 105 175 145 104 99 176 110 253 100
internal_value=0 4.61493e-05 -0.00018428 0.00306077 -3.56842e-05 0.000414617 0.00141503 0.0028657 -0.0014181 0.00486839 0.00129339 0.00191581 -0.000681184 -0.000433918 -0.000686922 -0.00130456 -0.00210528 -0.000662277 -0.000492984 -0.000442772 2.30197e-05 -0.000741445 -0.000538974 -0.00100248 -0.000628942 -0.000476061 -0.000308327
internal_weight=0 3408 3166 242 3048 1802 942 623 319 274 349 237 860 717 1246 353 244 614 517 893 255 385 217 281 638 463 353
internal_count=3548 3408 3166 242 3048 1802 942 623 319 274 349 237 860 717 1246 353 244 614 517 893 255 385 217 281 638 463 353
is_linear=0
shrinkage=0.0140405


Tree=196
num_leaves=29
num_cat=0
split_feature=9 5 5 4 9 8 8 9 8 4 8 5 5 5 8 0 0 8 5 9 0 9 9 9 7 5 8 5
split_gain=28.8558 6.50289 13.2719 18.8669 7.87666 3.7992 3.24537 3.09931 2.02886 1.92315 1.84135 1.7709 1.5717 1.41882 1.09917 1.16513 0.963364 0.843171 0.747609 1.23678 0.632332 0.557459 0.381543 0.350099 0.207023 0.114651 0.0908106 0.0162203
threshold=2.2587890625000004 8.5000000000000018 14.500000000000002 1.0000000180025095e-35 1.0629882812500002 5.7539062500000009 4.8242187500000009 1.0566406250000002 4.4082031250000009 1.0000000180025095e-35 2.1064453125000004 17.500000000000004 11.500000000000002 5.5000000000000009 2.2773437500000004 23.046875000000004 16.351562500000004 3.8505859375000004 2.5000000000000004 0.74438476562500011 16.351562500000004 1.3320312500000002 1.4028320312500002 0.72583007812500011 2.5000000000000004 18.500000000000004 2.7890625000000004 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 10 12 9 7 14 -6 18 27 -9 -5 16 23 -16 -11 -13 22 -20 -8 26 -1 25 -15 -4 -18 -3
right_child=-2 2 6 4 8 -7 20 11 -10 13 -12 17 -14 24 15 -17 21 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0013904129091465711 0.0062378559608394623 -0.00046978924753813796 -0.0012825110628288999 0.0021264440805308879 0.0032812457575894776 -0.0037734737344141968 -0.0031844963268207321 0.0018569459967831825 0.0054411662931451938 -0.0020476191325175543 -0.0029819607928939147 0.00041519450463788391 -0.00035162349988517261 -0.0025577114108807334 -0.0026982995666865236 -0.00068720958332481796 -0.001168716361561939 -0.0011887492820338217 -0.00054042772013645254 0.0014140583182681327 -0.0016170780076075453 0.0002557326036614239 -0.00036473325651441708 -1.627467349675033e-05 -0.001745894254757618 -0.00065976873456848268 -0.00063792411993518732 -0.00072529745000163564
leaf_weight=115 136 96 107 98 174 97 103 126 169 114 95 186 104 147 137 97 142 99 154 109 100 112 189 122 107 128 115 100
leaf_count=115 136 96 107 98 174 97 103 126 169 114 95 186 104 147 137 97 142 99 154 109 100 112 189 122 107 128 115 100
internal_value=0 -0.000356083 0.000149541 0.00150885 0.00305012 -0.00109269 -0.000793516 -0.000465545 0.00434546 -0.000893271 -0.00137772 0.00047084 0.000850607 -0.00136621 -0.00111674 -0.00186464 -0.000919473 -0.000141965 -0.000278528 0.000269606 -0.00241237 -0.00057094 -0.000752737 -0.000626511 -0.00221573 -0.000943315 -0.000931202 -0.000600151
internal_weight=0 3442 2041 836 545 1401 1205 1002 343 1304 291 411 202 737 591 234 483 285 567 263 203 369 304 357 254 235 257 196
internal_count=3578 3442 2041 836 545 1401 1205 1002 343 1304 291 411 202 737 591 234 483 285 567 263 203 369 304 357 254 235 257 196
is_linear=0
shrinkage=0.0140405


Tree=197
num_leaves=30
num_cat=0
split_feature=5 4 5 8 8 1 5 1 0 9 9 7 5 0 9 7 9 5 8 9 1 8 9 9 8 7 5 9 8
split_gain=8.10458 16.6682 26.7152 18.0083 11.9276 4.4696 3.8949 2.82604 2.1338 1.88005 2.54252 1.871 2.10378 1.34356 1.04366 1.17072 4.70644 1.03782 1.66655 0.793581 0.485762 1.16333 0.401464 0.393806 0.25665 0.239646 0.239361 0.232081 0.0430873
threshold=8.5000000000000018 1.0000000180025095e-35 16.500000000000004 4.0253906250000009 3.3642578125000004 7.6503906250000009 10.500000000000002 12.621093750000002 23.046875000000004 1.9980468750000002 1.6708984375000002 3.5000000000000004 5.5000000000000009 18.226562500000004 0.67065429687500011 5.5000000000000009 1.1040039062500002 18.500000000000004 2.9160156250000004 0.88232421875000011 7.5507812500000009 4.7343750000000009 1.9384765625000002 1.4677734375000002 1.6171875000000002 5.5000000000000009 3.5000000000000004 1.1313476562500002 1.3007812500000002
decision_type=2 2 2 2 2 2 2 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 6 19 22 -3 -8 -9 10 13 12 20 -4 -13 16 -16 -15 -19 24 21 -1 -5 -14 25 28 27 -22 -2
right_child=1 2 9 5 -6 -7 7 8 -10 -11 -12 14 23 17 15 -17 -18 18 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0010129444784480125 -0.00059461360314973135 0.0036737826354396228 -0.0019200516719655998 0.0065669207172435792 -0.0057613849816497047 0.0037547056538063403 -0.00056910249397002844 0.0034088577048261522 0.00050073946721364586 -0.0024184528215303066 0.0017835056872503178 -0.0010524614571496961 -0.0017676320123293959 -0.0014475178690883722 -0.00073605579749047578 -0.00047511804225325213 0.0032351505826243077 -0.00078124258273734668 0.0016530918655668486 0.00048106758123372175 -0.00078182291276282208 -0.0011463144442252749 0.0078509817311940705 -0.0029129423489469906 -0.0013005089492793755 1.5212021484575722e-06 -0.00042051742132673492 -0.0017136402095550768 -0.001012036023663436
leaf_weight=95 98 127 131 96 95 120 161 98 101 95 97 187 145 97 145 263 99 126 99 152 102 102 96 100 106 117 97 109 97
leaf_count=95 98 127 131 96 95 120 161 98 101 95 97 187 145 97 145 263 99 126 99 152 102 102 96 100 106 117 97 109 97
internal_value=0 0.000683962 0.00153103 0.0032469 -0.00115538 0.0058804 0.00155973 0.000813937 0.00193288 -0.000594526 -0.000279484 -0.000681325 -0.00116749 -0.000721228 -0.000155929 0.000174745 0.000875212 -0.000233508 0.000289865 -0.000387708 -0.000649539 -0.000105047 0.00720895 -0.00223511 -0.000703626 -0.000500839 -0.000997802 -0.00126319 -0.000802254
internal_weight=0 2109 1444 799 665 312 487 360 199 645 550 1444 750 453 694 507 244 322 225 570 505 197 192 245 418 312 308 211 195
internal_count=3553 2109 1444 799 665 312 487 360 199 645 550 1444 750 453 694 507 244 322 225 570 505 197 192 245 418 312 308 211 195
is_linear=0
shrinkage=0.0140405


Tree=198
num_leaves=28
num_cat=0
split_feature=10 5 7 5 1 1 7 1 5 4 3 4 5 10 10 1 1 1 10 1 10 10 7 10 5 5 1
split_gain=7.88989 5.194 11.5107 20.5777 16.8878 3.48146 3.13712 2.51668 2.2221 4.22788 2.97222 1.72628 2.22056 1.38686 1.37518 1.26903 1.06722 0.520063 0.721491 0.493369 0.310602 0.303061 1.07915 0.0871691 0.0547447 0.0509372 0.0425688
threshold=0.58935546875000011 8.5000000000000018 3.5000000000000004 17.500000000000004 5.3496093750000009 15.750000000000002 2.5000000000000004 4.9492187500000009 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 0.48754882812500006 0.47949218750000006 9.7500000000000018 14.847656250000002 8.0507812500000018 0.43457031250000006 7.6503906250000009 0.45507812500000006 0.47949218750000006 1.5000000000000002 0.42797851562500006 19.500000000000004 11.500000000000002 5.2500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -3 6 15 -4 9 25 -10 14 17 -14 19 -6 21 26 -19 -1 24 22 -5 -21 -12 -9 -13
right_child=-2 2 7 16 5 -7 -8 8 10 -11 20 12 13 -15 -16 -17 -18 18 -20 23 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0016135311325286986 0.0037272446449030335 0.0067923814801191407 -0.0024651488546541564 -0.00089635880791219123 -0.00090666412551291598 0.0035873251307673827 0.0029664976524078211 -0.0011130992231646885 -0.0029057696028794637 0.0027444657914620476 -0.00098819008438831069 -0.0012286948726387659 -0.0015565762442839941 -0.0035806540534842357 0.00093249941155229576 0.00093898296648759166 0.00015913146653567637 -0.0011353401971368104 0.0001524477380205345 -0.00075179384302606947 0.00017912104100893162 -0.00098009310779605466 -0.0028197412385714549 -0.00027576571979122849 -0.00053347602522781068 -0.0006533153931023802 -0.0016387020601301033
leaf_weight=98 99 152 188 123 133 118 102 95 146 95 113 104 159 115 126 164 99 181 163 129 98 147 108 184 97 95 96
leaf_count=98 99 152 188 123 133 118 102 95 146 95 113 104 159 115 126 164 99 181 163 129 98 147 108 184 97 95 96
internal_value=0 -0.000293283 0.000148576 0.00108956 0.00267823 0.00146865 0.000842079 -0.00101471 -0.000645719 0.000326017 -0.00125573 -0.000969278 -0.00137533 -0.0024061 -0.000350751 0.000112481 -0.00113858 -0.000856153 -0.000525138 -0.000744157 -0.000473568 -0.00147846 -0.0017956 -0.000471956 -0.000778155 -0.000883207 -0.0014255
internal_weight=0 3428 2073 1146 669 517 399 927 739 285 454 1355 818 274 537 297 477 544 344 411 308 378 231 313 210 190 200
internal_count=3527 3428 2073 1146 669 517 399 927 739 285 454 1355 818 274 537 297 477 544 344 411 308 378 231 313 210 190 200
is_linear=0
shrinkage=0.0140405


Tree=199
num_leaves=27
num_cat=0
split_feature=0 9 5 5 4 9 5 9 7 5 9 5 9 9 9 4 1 5 7 1 7 1 10 9 9 5
split_gain=18.9301 12.7232 3.59085 11.3215 16.415 9.34937 2.25939 2.28715 1.95065 7.38777 5.3529 2.33334 2.22988 1.99495 1.74758 1.71227 0.790543 0.73126 0.657021 0.387506 0.6615 0.576005 0.876384 0.6204 0.326763 0.168548
threshold=11.250000000000002 2.1757812500000004 8.5000000000000018 12.500000000000002 1.0000000180025095e-35 1.2763671875000002 5.5000000000000009 1.5073242187500002 3.5000000000000004 17.500000000000004 1.6645507812500002 20.500000000000004 1.1293945312500002 1.3320312500000002 1.1269531250000002 1.0000000180025095e-35 7.9492187500000009 20.500000000000004 5.5000000000000009 14.847656250000002 1.0000000180025095e-35 7.8496093750000009 0.44250488281250006 1.3369140625000002 0.76171875000000011 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 6 4 -4 -6 19 15 9 10 14 12 18 17 -5 -8 -15 -11 24 20 -2 23 25 -22 -10 -23
right_child=1 -3 3 8 5 -7 7 -9 11 13 -12 -13 -14 16 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27
leaf_value=0.0050791925626888128 0.00098879276823299312 -0.0042804184012309784 -0.001429967642444502 -0.00046075169239249557 0.001735734285627273 0.0066057886762883209 0.00044966979613132849 -0.0034015659364525913 -0.00083291409025923653 0.00059704676985451721 0.0044436142544846957 0.00056081132170317585 -0.0033060774641721392 -0.002900463487715129 0.0018137754909480733 -0.0018197386565900909 -0.0011510405799345748 -0.00095304812828426501 -3.8685242908922516e-05 -0.00082553506243654234 -0.00018579378899844792 -0.00062437885255820207 0.00091189287676270506 -0.0016511052584470625 -0.0018880295877205095 7.3619498439159454e-05
leaf_weight=138 95 146 159 140 159 152 112 96 126 121 99 164 95 106 127 158 98 119 120 184 129 210 149 102 107 101
leaf_count=138 95 146 159 140 159 152 112 96 126 121 99 164 95 106 127 158 98 119 120 184 129 210 149 102 107 101
internal_value=0 -0.000226283 -4.29171e-05 0.000350594 0.00223978 0.00411595 -0.000600196 -0.00154018 -0.00027382 0.000178199 0.00165509 -0.00087208 -0.00139662 -0.00103924 0.00062114 -0.000878354 -0.00206005 -0.000171542 -0.000882744 -0.000245521 -0.000109741 -0.00026077 2.64958e-05 -0.000832814 -0.00131745 -0.000397698
internal_weight=0 3374 3228 1892 470 311 1336 366 1422 810 366 612 448 444 267 270 204 240 353 970 786 691 460 231 233 311
internal_count=3512 3374 3228 1892 470 311 1336 366 1422 810 366 612 448 444 267 270 204 240 353 970 786 691 460 231 233 311
is_linear=0
shrinkage=0.0140405


Tree=200
num_leaves=29
num_cat=0
split_feature=8 5 5 5 4 9 0 5 9 9 5 5 4 5 8 0 3 8 9 8 9 9 0 0 0 0 9 7
split_gain=16.5194 21.0828 2.8549 6.70967 10.6732 3.09028 2.8699 3.49953 6.08807 2.56502 5.08039 2.24969 3.02357 1.69025 1.6349 1.61016 0.897126 0.798061 0.77225 1.15671 0.797386 0.737884 0.561086 0.307684 0.202181 0.0706777 0.110081 0.039539
threshold=6.2011718750000009 9.5000000000000018 8.5000000000000018 12.500000000000002 1.0000000180025095e-35 1.8378906250000002 18.031250000000004 15.500000000000002 1.0039062500000002 1.0917968750000002 10.500000000000002 3.5000000000000004 1.0000000180025095e-35 5.5000000000000009 3.1962890625000004 14.750000000000002 1.0000000180025095e-35 3.9433593750000004 1.3320312500000002 2.6611328125000004 0.68505859375000011 1.5166015625000002 18.625000000000004 16.750000000000004 23.250000000000004 23.648437500000004 1.4028320312500002 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
left_child=2 -2 11 4 -4 6 14 8 -8 -6 -11 21 22 -14 16 -16 -5 -15 19 20 24 23 -13 -1 -9 27 -27 -25
right_child=1 -3 3 5 9 -7 7 18 -10 10 -12 12 13 17 15 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 26 -28 -29
leaf_value=0.00039843651543498344 -0.0012828270901800839 0.007001161754805172 -0.0014022881168305988 -0.0015360445934335643 0.0014494503083613845 0.0019554897753185458 -0.00060436812331538989 -0.0012585782948399322 0.0041082231303697717 0.0018223433854597307 0.0062220304022243015 0.00090421112525284968 -0.00086847161050255368 -0.0020437793293231251 -0.00090210004801235817 -0.0033144953915505812 0.00015836841011722573 -0.0036609251854718685 0.00047243061152508928 -0.0016720330014287662 0.00052148688220696291 0.00094312486698700144 -0.00055391985522708896 -0.00045859071861204637 -0.00037245662298027133 6.3781495516666278e-05 -0.00052579916626999622 -0.000855491248162947
leaf_weight=100 103 147 158 110 126 111 119 109 99 105 102 95 168 151 98 123 140 100 125 179 143 111 115 97 95 98 172 101
leaf_count=100 103 147 158 110 126 111 119 109 99 105 102 95 168 151 98 123 140 100 125 179 143 111 115 97 95 98 172 101
internal_value=0 0.00358816 -0.000157278 0.000184242 0.00160298 -0.00029584 -0.000482331 -3.9604e-06 0.00153575 0.0030289 0.00399031 -0.000664336 -0.00126933 -0.00195849 -0.00136493 -0.00224475 -0.000587173 -0.00268806 -0.000519564 -0.000755304 -0.000282409 -0.000103894 0.000105711 -0.000308506 -0.000845924 -0.000459562 -0.000311803 -0.00066105
internal_weight=0 250 3250 1942 491 1451 1340 869 218 333 207 1308 629 419 471 221 250 251 651 526 347 679 210 568 204 468 270 198
internal_count=3500 250 3250 1942 491 1451 1340 869 218 333 207 1308 629 419 471 221 250 251 651 526 347 679 210 568 204 468 270 198
is_linear=0
shrinkage=0.0140405


Tree=201
num_leaves=27
num_cat=0
split_feature=0 5 5 4 9 9 9 1 1 1 0 1 0 9 9 5 4 0 9 9 9 10 0 9 1 9
split_gain=15.8456 7.74454 12.8175 15.0136 9.79606 7.06663 3.19485 1.97862 2.74292 1.59921 1.52997 1.21926 1.10621 3.01081 2.25602 2.72788 0.577405 1.22736 2.71484 0.996356 1.50138 0.991301 0.562862 0.301547 0.251022 0.00766564
threshold=10.949218750000002 15.500000000000002 8.5000000000000018 1.0000000180025095e-35 1.7509765625000002 1.7016601562500002 1.9980468750000002 7.3496093750000009 15.847656250000002 7.8496093750000009 22.250000000000004 14.347656250000002 18.031250000000004 1.1186523437500002 1.0395507812500002 19.500000000000004 1.0000000180025095e-35 16.851562500000004 1.5502929687500002 1.3320312500000002 0.73193359375000011 0.46240234375000006 24.046875000000004 0.74438476562500011 13.199218750000002 1.1245117187500002
decision_type=2 2 2 2 2 2 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 12 7 11 -5 10 -4 -9 16 13 -3 22 -16 19 21 25 20 -2 -18 24 -13 -14 -19
right_child=1 4 3 5 -6 -7 -8 8 -10 -11 -12 23 14 -15 15 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.004898886777400858 -0.00041336907842849522 5.2956180867994239e-05 -0.002486668575715039 0.0035735377343709871 -0.0042908957480684903 0.0051392873670766332 -0.0030944098394467723 0.001398504367907429 0.0032493724137659537 -0.00035428762136594151 -0.00078147177425533069 -0.00076551410514670744 -0.0019219617876768639 -0.0027146838528867914 0.00231464445317585 -0.00068288568558612947 -0.00044952065072396198 -0.0010085770205951611 0.0019774526464427802 -0.00068366125527259301 0.0016374499674802643 -0.0023459919809329507 -0.00015120510422930391 -0.0016025019661296536 -0.0010227705406988898 -0.00083021172802907265
leaf_weight=121 135 153 112 97 175 168 99 168 105 182 102 163 98 157 114 126 115 95 96 179 147 103 107 177 163 95
leaf_count=121 135 153 112 97 175 168 99 168 105 182 102 163 98 157 114 126 115 95 96 179 147 103 107 177 163 95
internal_value=0 -0.000270878 0.00018522 0.00145982 -0.0012465 0.00266634 -0.000662696 0.00178614 0.00132379 -0.00116662 0.000574958 -0.000478221 -0.000666144 -0.00134872 -0.00031812 0.000740941 -0.000223478 -0.000551947 5.29739e-05 0.000135629 0.000655675 -0.00134556 -0.00100881 -0.00120124 -0.0013604 -0.000919394
internal_weight=0 3431 2338 934 1093 640 1404 472 375 294 270 1305 918 310 608 240 965 504 286 461 282 218 368 340 261 190
internal_count=3552 3431 2338 934 1093 640 1404 472 375 294 270 1305 918 310 608 240 965 504 286 461 282 218 368 340 261 190
is_linear=0
shrinkage=0.0140405


Tree=202
num_leaves=27
num_cat=0
split_feature=8 1 1 1 8 0 1 0 0 1 7 1 0 0 8 1 8 6 0 7 7 8 0 7 6 0
split_gain=9.68867 12.292 4.08089 3.24452 3.87435 3.54884 2.66768 2.46615 2.33261 2.13911 1.89789 1.77436 1.76184 1.55965 2.87134 1.25859 1.16473 1.3138 0.884674 1.30373 0.492552 0.55815 0.207907 0.170809 0.361982 0.114779
threshold=5.8261718750000009 3.5000000000000004 2.8505859375000004 4.2500000000000009 5.0410156250000009 14.750000000000002 6.7500000000000009 16.046875000000004 16.953125000000004 6.8496093750000009 2.5000000000000004 8.0507812500000018 16.750000000000004 21.648437500000004 3.9228515625000004 15.750000000000002 2.2773437500000004 1.0000000180025095e-35 23.953125000000004 2.5000000000000004 2.5000000000000004 1.3789062500000002 20.046875000000004 2.5000000000000004 1.0000000180025095e-35 24.546875000000004
decision_type=2 2 2 2 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 -4 5 6 -5 -7 -9 -10 -1 -11 -6 14 20 18 25 -18 19 -15 22 -22 -13 -20 -25 -17
right_child=1 -3 3 4 12 7 -8 8 9 11 -12 13 -14 15 -16 16 17 -19 23 -21 21 -23 -24 24 -26 -27
leaf_value=-0.0034041555080104972 0.004881989875880335 -0.00040320284253551371 0.0018247116248687567 -0.0037544696817783853 0.00028090555788292564 0.0016819753816878799 -0.00078332122588908892 -0.0019279735853841096 0.0016719703159520781 -0.0020001157042775601 -0.00097432071490970889 -0.0010292818068315499 0.0028967128625334094 -0.002567715944179429 0.002449084786881973 -0.00086102966607005027 -0.00036356531418157452 0.0017965807708756653 2.2338739384230218e-05 -0.00064033920383371789 -0.00048487711233686598 0.00080712856153444465 -0.00011206414061487093 -0.00027319470401800246 -0.0012367315446948962 -0.00021936065806180794
leaf_weight=100 174 173 168 96 95 135 157 156 120 109 173 100 109 114 113 122 98 128 128 176 104 180 95 245 112 100
leaf_count=100 174 173 168 96 95 135 157 156 120 109 173 100 109 114 113 122 98 128 128 176 104 180 95 245 112 100
internal_value=0 0.00224701 -0.000221808 -7.03148e-05 -0.000184342 -0.000331187 -0.00191071 -0.000160043 -0.000273076 -0.000146773 -0.00186437 -0.000260208 0.00167857 -0.000155717 0.000435858 -0.000442073 0.000150338 0.00085988 -0.000784525 -0.001398 -3.9078e-05 0.000334 -0.000582432 -0.000417706 -0.000575481 -0.00057199
internal_weight=0 347 3233 2960 2792 2588 253 2335 2200 2044 273 1924 204 1815 592 1223 448 226 775 290 479 284 195 485 357 222
internal_count=3580 347 3233 2960 2792 2588 253 2335 2200 2044 273 1924 204 1815 592 1223 448 226 775 290 479 284 195 485 357 222
is_linear=0
shrinkage=0.0140405


Tree=203
num_leaves=29
num_cat=0
split_feature=0 0 8 9 0 1 9 9 5 5 0 9 5 7 1 9 9 1 1 0 7 8 0 7 1 5 5 1
split_gain=7.58033 7.55049 9.5685 9.30348 3.6672 6.19892 4.39481 3.43034 4.02947 9.33862 9.86291 2.82341 2.44285 1.70705 1.5859 0.89157 0.631752 0.769812 1.05005 0.926134 0.637466 0.840907 0.664099 0.590944 1.03988 0.562956 0.127332 0.0629871
threshold=11.250000000000002 14.601562500000002 5.5488281250000009 1.9755859375000002 13.449218750000002 6.7500000000000009 1.5014648437500002 1.1293945312500002 8.5000000000000018 17.500000000000004 20.351562500000004 1.3730468750000002 12.500000000000002 3.5000000000000004 18.046875000000004 0.55004882812500011 0.94604492187500011 12.621093750000002 7.8496093750000009 22.750000000000004 3.5000000000000004 2.2988281250000004 22.351562500000004 5.5000000000000009 12.949218750000002 4.5000000000000009 14.500000000000002 14.750000000000002
decision_type=2 2 2 2 2 2 2 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 4 5 6 -2 14 13 10 12 -11 -10 25 15 26 20 18 -18 -19 22 23 -17 24 -22 -9 27 -3
right_child=1 2 -4 -5 -6 -7 -8 8 9 11 -12 -13 -14 -15 -16 16 17 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0032554671129865109 -0.0031051477401850057 -0.0013488754825203288 0.0035139154072872016 -0.004379671744650899 -0.0022890866455643958 0.0033115259792418053 0.001121362619255265 -0.00054431698445760299 0.0024858202272457436 0.001051397750136228 0.0054738202228235382 -0.0020331509890177068 -0.00040122967893732386 0.00058954220507088147 -0.001886931116680726 2.0585301495905963e-05 0.00015682056066565418 0.00084191932679134886 -0.0017188497907526118 -0.0008427501445256605 -0.00072027348218554421 -0.0010330812473208339 0.0016032425605844946 0.0012314305461158723 0.0010976454767856055 -0.0018741076857643143 -0.00051035001052647674 -0.0008577560860919813
leaf_weight=143 97 101 167 160 140 100 97 156 106 99 156 143 127 225 123 98 96 146 152 115 169 129 112 96 98 105 112 105
leaf_count=143 97 101 167 160 140 100 97 156 106 99 156 143 127 225 123 98 96 146 152 115 169 129 112 96 98 105 112 105
internal_value=0 -4.20111e-05 0.000250066 -0.00148568 -0.000418771 0.000471855 -0.000991893 5.32218e-05 0.000654214 0.0013943 0.00274153 -0.00077129 0.000912192 -0.000306683 -0.000353139 -0.000229753 -5.60141e-05 -0.000432626 -0.000992784 9.9632e-05 0.000217056 -5.9364e-05 0.000864669 0.000286668 -5.30223e-05 -0.00107929 -0.000891384 -0.00109855
internal_weight=0 3530 2936 594 434 294 194 2769 1117 631 389 242 233 486 1652 1529 1211 509 248 261 702 492 210 363 267 261 318 206
internal_count=3673 3530 2936 594 434 294 194 2769 1117 631 389 242 233 486 1652 1529 1211 509 248 261 702 492 210 363 267 261 318 206
is_linear=0
shrinkage=0.0140405


Tree=204
num_leaves=30
num_cat=0
split_feature=8 5 5 4 7 8 8 0 7 7 5 8 5 8 10 8 7 8 0 0 5 8 5 10 0 0 0 8 8
split_gain=12.0804 3.07587 6.72508 12.5425 6.24196 14.1012 5.28802 4.47705 4.12173 2.50679 2.45874 1.8155 1.45923 1.42297 1.17261 1.11991 1.06856 0.714753 0.671927 0.630134 0.603037 0.409244 0.375978 0.347308 0.226858 0.206648 0.162176 0.118602 0.0352827
threshold=6.7597656250000009 8.5000000000000018 14.500000000000002 1.0000000180025095e-35 2.5000000000000004 3.1445312500000004 5.5156250000000009 12.949218750000002 1.5000000000000002 3.5000000000000004 5.5000000000000009 4.1621093750000009 5.5000000000000009 2.0048828125000004 0.43945312500000006 3.4335937500000004 5.5000000000000009 3.8505859375000004 20.250000000000004 19.007812500000004 11.500000000000002 4.3496093750000009 18.500000000000004 0.40039062500000006 16.851562500000004 16.953125000000004 22.046875000000004 2.8212890625000004 2.9560546875000004
decision_type=2 2 2 2 2 2 2 2 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 13 8 -6 7 -4 20 10 19 15 25 -3 -14 16 18 -12 24 21 -5 -1 -20 -24 -9 -11 -27 -21 -28
right_child=-2 2 6 4 5 -7 -8 11 -10 12 17 -13 14 -15 -16 -17 -18 -19 22 27 -22 -23 23 -25 -26 26 28 -29 -30
leaf_value=0.00051953896901673138 0.0036447499397461698 -0.00051637082431517259 -0.0036007629537067845 0.0030094550631185584 0.0010559035320055698 0.0082079439280681871 0.0027162272005457964 -0.00087909006406147229 -0.0011454491487086864 -0.00097068458880005166 -0.0017971265986921894 -0.0017700780441454054 -0.00014054015903047792 -0.0026383727154452091 0.0020427483373987223 0.00086233591535753141 0.00064792121169819075 -0.0034695566560951976 -0.00084249612580743281 -0.0007802963469337545 0.0014956999349009543 -0.00077355842720884971 -0.00055855074663725625 0.00060211631880776803 -0.0018042604965875181 0.00015613890116611713 -0.00030216866382990051 -0.0013871424677371802 -0.00063140583398242005
leaf_weight=97 172 171 98 109 122 98 95 104 103 132 106 175 98 98 96 159 143 96 167 99 99 96 96 108 105 101 105 177 165
leaf_count=97 172 171 98 109 122 98 95 104 103 132 106 175 98 98 96 159 143 96 167 99 99 96 96 108 105 101 105 177 165
internal_value=0 -0.00016872 0.00017535 0.00118058 0.00243187 0.00424181 -0.000467996 -0.000729901 0.00115152 -0.000684322 -0.00129689 -0.000463729 -9.46042e-05 -0.00128944 0.00093985 -0.000204533 -0.000439155 -0.00259194 -0.000707176 -0.000739104 0.00228897 -0.00012366 -0.000348488 5.59201e-05 -0.00134389 -0.000493579 -0.000323827 -0.00116947 -0.000503369
internal_weight=0 3418 2050 800 531 220 1250 1155 311 1368 671 1057 697 269 194 882 723 202 580 469 208 193 371 204 209 503 371 276 270
internal_count=3590 3418 2050 800 531 220 1250 1155 311 1368 671 1057 697 269 194 882 723 202 580 469 208 193 371 204 209 503 371 276 270
is_linear=0
shrinkage=0.0140405


Tree=205
num_leaves=27
num_cat=0
split_feature=0 0 8 9 9 0 0 7 8 10 10 3 10 0 9 8 10 7 8 9 0 8 9 10 0 0
split_gain=17.4237 14.4547 8.70315 5.17947 4.22607 9.25537 2.94669 2.00033 2.20892 1.37906 1.10013 2.90579 0.986089 0.792196 0.710001 1.27518 1.26726 1.15378 1.03006 0.762197 0.658809 0.507672 0.266434 0.238042 0.122823 0.0480124
threshold=11.250000000000002 12.152343750000002 6.1269531250000009 1.9980468750000002 1.5830078125000002 16.750000000000004 19.523437500000004 1.0000000180025095e-35 2.5175781250000004 0.41748046875000006 0.51318359375000011 1.0000000180025095e-35 0.46240234375000006 18.812500000000004 0.63745117187500011 2.6611328125000004 0.40039062500000006 5.5000000000000009 3.2480468750000004 0.72583007812500011 23.851562500000004 2.5703125000000004 0.88232421875000011 0.54785156250000011 22.648437500000004 24.148437500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -7 8 -3 -10 12 -12 14 -14 24 19 20 18 -18 -16 -17 -15 -21 -4 -9 -26
right_child=1 2 23 -5 5 6 -8 10 9 -11 11 -13 13 21 15 16 17 -19 -20 22 -22 -23 -24 -25 25 -27
leaf_value=0.0046322172286636801 -0.0051969227926074125 -0.0009456163057225029 0.0034019838335291167 -0.0034069210853822441 -0.001006839861621385 0.0050707098740892451 0.0017171543313930007 -0.0012031020169984302 0.00053387461880091561 0.0026749162818732503 -0.0010226740719993972 0.002018525572236962 -0.0018627401401702219 -0.00022242473788329517 -0.00026909750514727963 -0.00079471700870325352 -0.0006559794739324341 -0.00089870671187503666 0.0011553062804838072 0.00054474115061936904 -0.002264719969828547 -0.0014874794630873702 0.0014924692739566308 0.0024106300438320677 -0.00047797464631462973 -0.00086677193406988265
leaf_weight=156 109 110 96 95 184 99 108 149 138 104 128 120 174 183 185 158 98 213 168 145 97 95 98 95 112 142
leaf_count=156 109 110 96 95 184 99 108 149 138 104 128 120 174 183 185 158 98 213 168 145 97 95 98 95 112 142
internal_value=0 -0.000166489 -2.96332e-08 -0.000179084 -7.71411e-05 0.00128438 0.00332103 -0.000280564 0.000704114 0.00145399 -0.000433591 0.000448874 -0.000542094 -0.00111976 -0.000375254 -0.000199136 -0.000554308 -0.000128641 0.00048799 0.000409968 -0.00135389 -0.000654728 0.000926952 0.0029089 -0.000883069 -0.000695334
internal_weight=0 3403 3294 3103 3008 391 207 2617 352 242 2265 248 2017 452 1565 1162 734 479 266 428 255 278 243 191 403 254
internal_count=3559 3403 3294 3103 3008 391 207 2617 352 242 2265 248 2017 452 1565 1162 734 479 266 428 255 278 243 191 403 254
is_linear=0
shrinkage=0.0140405


Tree=206
num_leaves=29
num_cat=0
split_feature=0 1 5 5 8 8 5 5 3 8 0 1 8 7 5 8 7 8 7 1 0 8 7 8 8 8 5 8
split_gain=9.80969 6.47237 2.92197 9.60973 9.54916 3.26376 4.18456 2.871 2.44159 2.47687 2.76754 3.01428 2.01428 1.69824 4.19987 1.40316 0.875 1.40956 0.772742 0.721675 0.697071 0.606187 0.527167 2.07236 0.504004 0.46165 0.121528 0.0262853
threshold=11.250000000000002 1.0000000180025095e-35 7.5000000000000009 14.500000000000002 4.5957031250000009 4.5781250000000009 18.500000000000004 5.5000000000000009 1.0000000180025095e-35 2.1064453125000004 19.304687500000004 14.750000000000002 2.2988281250000004 3.5000000000000004 17.500000000000004 2.2587890625000004 2.5000000000000004 4.5781250000000009 5.5000000000000009 12.050781250000002 20.546875000000004 3.5126953125000004 5.5000000000000009 2.1064453125000004 1.7651367187500002 3.0439453125000004 20.500000000000004 4.6074218750000009
decision_type=2 2 2 2 2 2 2 2 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 8 13 -7 16 9 -4 -11 -12 -9 14 -5 18 17 19 20 -3 -15 26 23 -18 -10 -25 -16 -24
right_child=1 2 3 5 -6 6 -8 12 24 10 11 -13 -14 15 21 -17 22 -19 -20 -21 -22 -23 27 25 -26 -27 -28 -29
leaf_value=0.0033825273113363445 -0.0036294212021055058 0.00056252873730326409 -0.00090132514234499248 0.002409710624258812 0.0040888030279474076 -0.0043735396161190499 -0.00061639408310367057 -0.00051480741194575316 -0.00011358288850604151 0.0030029585158594142 -0.001207800437970329 0.002065498733028903 -0.0031560679260801377 -0.0015419527250434746 0.00019423608787423087 -0.0018387578752644142 -0.0010631279286192705 -0.0022567658837019788 0.00065974079109571576 -0.00097237699460618924 1.4286809491740832e-05 -0.0014592852253656001 -0.00033004657297980696 0.00058571621051480688 -0.0014344407974017012 0.0019521958377598369 -0.00047036876723457246 -0.00062835628611145956
leaf_weight=152 109 104 98 135 186 97 147 95 140 161 101 123 142 115 110 181 124 107 110 144 112 99 96 99 96 96 107 148
leaf_count=152 109 104 98 135 186 97 147 95 140 161 101 123 142 115 110 181 124 107 110 144 112 99 96 99 96 96 107 148
internal_value=0 -0.000263628 -0.000151538 0.000158258 0.00125318 -0.000658642 -0.00211001 -0.000719631 0.00051962 0.00109154 0.00159882 0.000589592 -0.00209733 -0.000293178 0.000336759 -0.000841637 -0.000363949 -0.00090984 -0.000306092 -0.000328707 -0.000774116 -0.000548838 -1.97378e-05 0.000356015 -0.000650881 0.00125844 -0.000133472 -0.000510989
internal_weight=0 3382 3273 2118 905 1213 244 1155 719 483 385 224 237 969 451 518 918 355 337 248 227 316 563 319 236 195 217 244
internal_count=3534 3382 3273 2118 905 1213 244 1155 719 483 385 224 237 969 451 518 918 355 337 248 227 316 563 319 236 195 217 244
is_linear=0
shrinkage=0.0140405


Tree=207
num_leaves=28
num_cat=0
split_feature=1 8 8 8 1 10 1 9 7 1 1 1 8 7 9 5 5 10 7 8 9 9 1 10 9 9 9
split_gain=4.43875 9.22365 6.94191 8.37957 2.61424 2.24094 4.73281 4.24325 4.26111 4.90719 2.34249 1.60968 3.31349 2.57958 1.57551 2.64072 5.86989 1.08093 0.895601 0.830375 1.05881 0.766815 0.253337 0.334374 0.246318 0.197906 0.0610111
threshold=1.5498046875000002 6.0078125000000009 6.1269531250000009 5.5917968750000009 2.8505859375000004 0.54248046875000011 8.2500000000000018 1.5771484375000002 1.0000000180025095e-35 10.550781250000002 7.5507812500000009 10.250000000000002 3.1171875000000004 5.5000000000000009 1.0541992187500002 7.5000000000000009 15.500000000000002 0.43359375000000006 3.5000000000000004 2.6845703125000004 0.72583007812500011 1.3969726562500002 17.148437500000004 0.39160156250000006 0.80102539062500011 0.57568359375000011 1.0039062500000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 7 -7 8 9 -6 -9 12 13 17 19 18 -17 -10 -16 20 22 -14 23 -13 -22 -25 -11
right_child=2 -3 -4 -5 5 6 -8 10 11 26 -12 14 21 -15 15 16 -18 -19 -20 -21 24 -23 -24 25 -26 -27 -28
leaf_value=-0.00033350435324177777 -0.0025433280138842411 0.0050107886408208803 -0.0030171102159330691 0.0038810708400385334 0.0038434600484014677 -0.0033956920443953256 0.00065459733786134343 0.0033291099216848944 -0.00026323720170254446 0.00022688825704504997 0.00037259384864649049 -0.0013486319608165642 -0.0032647626802747055 0.0015854176391468578 -0.0016564178051463832 0.0037468657555431214 -0.0005089856815791179 -0.0020067553327094596 -3.3554917497124239e-05 -0.0015501604714420634 0.00084747985946120831 -0.0015985550598043099 -0.0014605989207351303 -0.00073529453159776955 -5.9598938673905478e-05 1.8234703794364674e-05 -0.00027631166850353915
leaf_weight=189 102 96 183 96 98 127 103 100 158 95 112 102 121 100 103 113 147 126 192 163 100 99 98 159 144 121 95
leaf_count=189 102 96 183 96 98 127 103 100 158 95 112 102 121 100 103 113 147 126 192 163 100 99 98 159 144 121 95
internal_value=0 0.00146668 -0.000362933 -0.000199613 -0.00033573 -0.000254615 -0.00158187 -0.000134714 -0.000307465 0.00129154 0.00176718 -0.000532545 -0.00114105 -0.000353909 -0.000277665 0.000309047 0.00134067 -0.00103677 -0.000600182 -0.000644775 -0.000440938 -0.00251497 -0.00082376 -0.000660382 0.000312155 -0.000409662 -2.47117e-05
internal_weight=0 285 3157 2974 2878 2776 230 2546 2334 288 212 2046 604 384 1442 555 260 284 295 887 724 220 480 382 244 280 190
internal_count=3442 285 3157 2974 2878 2776 230 2546 2334 288 212 2046 604 384 1442 555 260 284 295 887 724 220 480 382 244 280 190
is_linear=0
shrinkage=0.0140405


Tree=208
num_leaves=28
num_cat=0
split_feature=1 1 1 10 9 5 9 5 4 9 1 9 9 10 5 4 5 9 1 9 10 4 9 9 1 10 10
split_gain=9.4731 14.9046 8.19335 14.3577 18.8686 6.50929 16.0764 6.46246 8.26307 3.37511 2.22135 6.35104 2.85277 2.14169 1.65337 3.06188 0.944595 1.88986 1.22163 0.861712 0.633793 0.395667 0.281151 0.3079 0.243656 0.0846595 0.102918
threshold=1.6499023437500002 0.20001220703125003 4.8496093750000009 0.55029296875000011 1.7578125000000002 8.5000000000000018 1.9980468750000002 12.500000000000002 1.0000000180025095e-35 1.1313476562500002 8.2500000000000018 1.5073242187500002 1.5014648437500002 0.45507812500000006 5.5000000000000009 1.0000000180025095e-35 16.500000000000004 0.81103515625000011 10.949218750000002 1.5166015625000002 0.46850585937500006 1.0000000180025095e-35 1.1313476562500002 1.0039062500000002 16.046875000000004 0.39306640625000006 0.42553710937500006
decision_type=2 2 2 2 2 2 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 13 14 7 8 -7 -10 12 16 -9 -2 19 -16 17 -12 -18 22 -17 -20 23 25 -23 -4 -27
right_child=2 -3 5 -5 -6 6 -8 10 9 -11 11 -13 -14 -15 15 20 18 -19 21 -21 -22 24 -24 -25 -26 26 -28
leaf_value=-0.0012104132725512665 -0.00030994065574068926 0.0053869988247653563 -0.00089399763883856679 0.0029179609391188003 -0.0083288756680637132 -0.0013382195191479842 0.0057769295079357274 -8.9044950374363879e-05 0.0016400987475951262 0.0046974918213976771 -0.00093647722459324354 0.0032994720052164535 -0.0028802931140423367 -0.0029144134747163646 0.00044249143549860207 -0.0017675908042823457 0.00071774321926464763 0.0014492911892533059 -0.00041793423580498021 0.00057084301973865084 -0.0032102530960473729 -0.00097231752319229298 -0.00091824603561875117 0.00035061707936510038 -0.0018318311646988142 -7.5430888371251617e-05 -0.00070163957037213624
leaf_weight=119 177 156 98 97 101 115 113 169 147 138 120 109 126 96 112 148 101 144 147 162 101 159 272 98 110 102 105
leaf_count=119 177 156 98 97 101 115 113 169 147 138 120 109 126 96 112 148 101 144 147 162 101 159 272 98 110 102 105
internal_value=0 0.00253212 -0.000178141 -0.00189558 -0.00314401 0.00010118 0.000660306 0.000295525 0.00183863 0.00312052 -0.000225356 0.000124628 -0.00128124 -0.0012258 -0.000691305 -0.00148554 -0.000318468 0.000364851 -0.000667397 -0.00034875 -0.00235277 -0.00100369 -0.000569452 -0.000334038 -0.00132379 -0.000554026 -0.000393073
internal_weight=0 275 3367 471 374 2896 1698 1585 400 285 1185 890 295 273 1198 361 781 264 517 837 249 416 675 403 269 305 207
internal_count=3642 275 3367 471 374 2896 1698 1585 400 285 1185 890 295 273 1198 361 781 264 517 837 249 416 675 403 269 305 207
is_linear=0
shrinkage=0.0140405


Tree=209
num_leaves=29
num_cat=0
split_feature=0 0 0 0 8 5 5 4 8 5 10 10 8 10 8 8 4 5 8 10 0 0 8 8 0 10 10 8
split_gain=7.94868 9.32962 6.02113 7.63453 5.4157 4.90914 6.89339 11.0643 7.34733 2.79509 2.2916 1.57207 1.51237 1.31199 1.16632 1.11931 0.843515 1.65941 0.894539 0.641309 0.579173 0.560862 0.416709 0.279651 0.184423 0.136576 0.0966771 0.0487011
threshold=11.250000000000002 12.550781250000002 13.652343750000002 14.601562500000002 4.3750000000000009 8.5000000000000018 17.500000000000004 1.0000000180025095e-35 3.7246093750000004 10.500000000000002 0.39306640625000006 0.48754882812500006 2.8964843750000004 0.37548828125000006 2.1835937500000004 4.5781250000000009 1.0000000180025095e-35 5.5000000000000009 3.5419921875000004 0.47949218750000006 18.929687500000004 21.148437500000004 1.9375000000000002 1.3447265625000002 22.648437500000004 0.43652343750000006 0.41748046875000006 4.6074218750000009
decision_type=2 2 2 2 2 2 2 2 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 -3 16 7 14 9 -9 -11 -10 -12 -8 23 20 21 18 25 -20 -15 -5 -22 -7 -24 -18 -19 -23
right_child=1 2 3 5 -6 6 13 8 11 10 12 -13 -14 15 -16 -17 17 26 19 -21 22 27 24 -25 -26 -27 -28 -29
leaf_value=0.0034053013151799168 -0.0032127345664757514 3.3662683765988034e-05 -0.002997097106182903 0.00045332023491154373 0.004429567615283213 -0.00076819420342815782 0.00091447633506652542 0.0031738748011488492 0.0051798645723545094 0.0022729797566287059 -0.0012825784065090134 0.002991699472749727 0.00099903981534431958 0.00016393632284349702 -0.0021700736776465667 -0.0022171473074167687 -0.00082447986872448442 -0.0023448025359056961 0.00098535134209474205 -0.00060485360790779293 -0.00025431843370455926 -0.0007550734304617063 -0.0017188440710694255 0.00019035743253129631 -0.00088879827375821997 -0.0014824981591779445 -0.0017505936131936397 -0.00040080651333638455
leaf_weight=127 188 110 176 158 111 135 96 100 132 100 129 127 103 145 96 99 180 95 99 101 125 152 99 108 113 95 125 154
leaf_count=127 188 110 176 158 111 135 96 100 132 100 129 127 103 145 96 99 180 95 99 101 125 152 99 108 113 95 125 154
internal_value=0 -0.000171345 3.88631e-06 -0.00015868 0.00224156 1.56264e-05 0.000494447 0.00121781 0.00223708 0.00111605 0.000496224 0.0041069 -0.000269619 -0.000606096 -0.000859807 -0.000857343 -0.00068959 -0.000999086 -0.000532177 0.000182298 -0.000578047 -0.000226015 -0.000897298 -0.000342171 -0.00127641 -0.0010518 -0.00200718 -0.000576782
internal_weight=0 3451 3263 3042 221 2866 1707 1030 691 432 332 259 232 677 339 581 1159 695 475 200 482 464 337 243 212 275 220 306
internal_count=3578 3451 3263 3042 221 2866 1707 1030 691 432 332 259 232 677 339 581 1159 695 475 200 482 464 337 243 212 275 220 306
is_linear=0
shrinkage=0.0140405


Tree=210
num_leaves=28
num_cat=0
split_feature=9 6 5 5 4 8 8 8 5 1 7 8 1 8 8 1 1 7 1 1 3 5 9 7 8 9 7
split_gain=18.1972 11.1855 3.51374 9.61253 17.9329 11.1163 5.70273 4.96097 3.52605 4.398 2.29394 1.66636 2.03238 1.50231 1.48401 1.4009 1.69548 1.21591 1.14547 0.9486 0.733305 0.623132 0.425922 0.384427 0.362586 0.246683 0.0949825
threshold=1.9794921875000002 1.0000000180025095e-35 15.500000000000002 8.5000000000000018 1.0000000180025095e-35 4.5957031250000009 4.5566406250000009 2.3632812500000004 11.500000000000002 10.152343750000002 1.0000000180025095e-35 4.8574218750000009 5.2500000000000009 2.3974609375000004 2.9033203125000004 8.0507812500000018 11.949218750000002 5.5000000000000009 11.250000000000002 12.949218750000002 1.0000000180025095e-35 5.5000000000000009 0.71801757812500011 2.5000000000000004 1.4545898437500002 1.3320312500000002 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=2 -2 3 11 7 8 10 24 14 -10 -4 12 -1 17 -6 -14 -17 19 25 -12 21 26 -22 -20 -5 -15 -18
right_child=1 -3 6 4 5 -7 -8 -9 9 -11 13 -13 15 18 -16 16 20 -19 23 -21 22 -23 -24 -25 -26 -27 -28
leaf_value=0.00097330488161462422 0.00049032542484713957 0.0059089855521908133 0.0014036696394635216 -0.00076703070985035529 0.0017743075086527373 0.0062458135222321831 -0.0034173198353961826 -0.0040872990889195366 -0.0016682205380639452 0.0020344836819669132 -0.0014639057117995277 -0.0020681955700416676 -0.0019772316374221687 -0.00108514412966492 0.0041830846244336065 0.00067403363200982532 -0.0011575755741067176 0.0011584210484499489 -0.0027504049807525709 0.00022266627146032235 -0.00099870074912224225 -0.0020749361662348266 0.00011193363916269834 -0.0014938181170517913 0.00035358461110201827 -7.8601473848796818e-05 -0.00059128937242339621
leaf_weight=160 140 162 114 142 97 132 150 97 105 159 130 150 151 96 105 186 106 108 95 133 111 124 176 97 95 96 130
leaf_count=160 140 162 114 142 97 132 150 97 105 159 130 150 151 96 105 186 106 108 95 133 111 124 176 97 95 96 130
internal_value=0 0.00339702 -0.000206311 0.000106286 0.00119346 0.00264899 -0.000889177 -0.00141256 0.00163015 0.000561817 -0.000452789 -0.000676747 -0.000494302 -0.000733102 0.00302639 -0.000732937 -0.00050738 -9.59128e-05 -0.00134872 -0.000611 -0.000847014 -0.00126906 -0.000317615 -0.00211557 -0.000317839 -0.000581873 -0.000845638
internal_weight=0 302 3245 2226 932 598 1019 334 466 264 869 1294 1144 755 202 984 833 371 384 263 647 360 287 192 237 192 236
internal_count=3547 302 3245 2226 932 598 1019 334 466 264 869 1294 1144 755 202 984 833 371 384 263 647 360 287 192 237 192 236
is_linear=0
shrinkage=0.0140405


Tree=211
num_leaves=27
num_cat=0
split_feature=0 8 5 5 4 5 8 0 9 5 9 8 9 1 8 5 9 0 0 1 8 9 9 0 8 8
split_gain=17.2661 7.94145 4.63054 7.56036 12.9631 9.05769 6.26637 2.8786 4.69053 5.2522 4.22669 2.34196 1.27235 1.26785 0.959712 0.756143 0.790087 0.70973 0.598425 1.05145 0.5841 0.35066 0.380306 0.34185 0.285816 0.117023
threshold=11.250000000000002 7.0000000000000009 7.5000000000000009 13.500000000000002 1.0000000180025095e-35 9.5000000000000018 3.0820312500000004 17.109375000000004 1.1313476562500002 17.500000000000004 1.5166015625000002 2.2587890625000004 1.8461914062500002 7.2500000000000009 2.1572265625000004 5.5000000000000009 1.1079101562500002 14.152343750000002 14.750000000000002 6.5507812500000009 1.3593750000000002 1.3647460937500002 1.0083007812500002 24.046875000000004 2.6982421875000004 1.9262695312500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 11 -6 -7 10 14 -10 17 -4 15 -8 20 18 -17 -5 -2 -20 -9 22 25 24 -16 -21
right_child=1 -3 3 7 5 6 13 8 9 -11 -12 -13 -14 -15 23 16 -18 -19 19 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0049025928070999189 -0.00155800293612439 -0.0038989903570263414 -0.00019626397078852546 0.0006963603122940084 -8.2086778479553918e-05 0.0016077774725157421 0.0065761101414105929 -0.00062309306490653633 0.0038083772196034699 -2.4519204267002923e-05 -0.002925222828216507 -0.0028848599202901445 -0.0023543457466354751 0.0044113116153379692 -0.0020725365436948077 -0.00071451828834895824 -0.0024132105254465633 -0.00076945762061278043 0.00089092882506943251 -0.00031360179465836227 0.00059462625646335241 -0.00017533471984081545 -0.0014771390813735454 -0.00054975019445785628 -0.0010025878580434285 -0.00089012782636855225
leaf_weight=132 98 115 187 108 169 146 96 181 118 175 188 97 102 120 101 125 95 164 108 161 136 238 131 102 96 122
leaf_count=132 98 115 187 108 169 146 96 181 118 175 188 97 102 120 101 125 95 164 108 161 136 238 131 102 96 122
internal_value=0 -0.000270847 -0.000146817 0.000236083 0.00130674 0.00260175 0.00385469 -0.000401306 5.66973e-05 0.0015191 -0.00130636 -0.00111455 -0.000855506 0.00537344 -0.000638896 -0.000713687 -0.00144804 -0.000187442 -0.00052539 -0.000392237 -0.000100665 -0.000604786 -0.000851668 -0.00120953 -0.00155114 -0.00056214
internal_weight=0 3479 3364 2184 815 531 362 1369 909 293 460 284 1180 216 616 1078 220 272 858 760 317 652 414 299 197 283
internal_count=3611 3479 3364 2184 815 531 362 1369 909 293 460 284 1180 216 616 1078 220 272 858 760 317 652 414 299 197 283
is_linear=0
shrinkage=0.0140405


Tree=212
num_leaves=27
num_cat=0
split_feature=1 8 8 9 5 8 5 5 9 5 9 8 4 5 1 10 5 10 5 8 1 9 8 1 1 9
split_gain=5.79681 10.0883 9.42211 12.989 6.72291 1.79735 1.53218 4.56677 3.35068 2.99633 2.58765 2.27109 1.38459 1.39749 1.36138 1.29522 0.906713 0.830001 0.676149 0.905234 0.855446 0.443188 0.394156 0.360138 0.307271 0.263247
threshold=1.5498046875000002 5.9238281250000009 6.2011718750000009 1.8261718750000002 10.500000000000002 4.9980468750000009 8.5000000000000018 11.500000000000002 1.0566406250000002 16.500000000000004 1.3164062500000002 1.8666992187500002 1.0000000180025095e-35 5.5000000000000009 8.7500000000000018 0.45654296875000006 4.5000000000000009 0.42260742187500006 15.500000000000002 1.9262695312500002 13.347656250000002 1.0795898437500002 3.5419921875000004 13.199218750000002 12.550781250000002 0.58496093750000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 12 11 14 10 -10 -8 16 22 -9 -11 21 -13 19 -16 -20 -2 23 -14 -15 -22
right_child=2 -3 -4 4 -6 -7 7 8 9 15 -12 17 13 24 18 -17 -18 -19 20 -21 25 -23 -24 -25 -26 -27
leaf_value=-0.00023955480593039811 8.1469600403143681e-05 0.0055351235698307471 -0.0033260301639597735 0.00066624549635671917 0.0053437115128950156 -0.0019110248443546271 -0.00020707827376844167 -0.0019664022209804287 0.00037584297551374567 0.00074965149601568279 0.0034794826169538737 0.001369755161701923 -0.0014496809902681204 -0.0014728822665646811 -0.00085415234572781189 -0.0010746898789992297 0.00081026525005102872 0.0030781620978423143 8.9306047731143123e-05 0.0010221536930132128 -0.00073703886094959902 -0.00089856345216709165 5.3744340786877497e-05 -0.0004089021846856859 -0.002602148928843332 -0.0016234412180470132
leaf_weight=150 169 99 176 115 128 123 98 170 109 136 103 98 121 95 98 176 164 131 126 105 104 197 132 143 95 181
leaf_count=150 169 99 176 115 128 123 98 170 109 136 103 98 121 95 98 176 164 131 126 105 104 197 132 143 95 181
internal_value=0 0.0020564 -0.000165404 1.3059e-05 0.0031301 -0.00025049 -0.000176246 9.75112e-05 -0.00027351 0.000595727 0.00188374 0.0015816 -0.000577315 -0.00104764 -0.000854479 -0.000279464 -5.72927e-05 0.00234705 -0.000546617 0.000116351 -0.000874069 -0.000446035 -0.000572702 -0.000885926 -0.00203752 -0.00129998
internal_weight=0 249 3293 3117 243 2874 2751 1635 1308 524 212 327 1116 586 784 312 530 229 614 203 411 366 396 264 190 285
internal_count=3542 249 3293 3117 243 2874 2751 1635 1308 524 212 327 1116 586 784 312 530 229 614 203 411 366 396 264 190 285
is_linear=0
shrinkage=0.0140405


Tree=213
num_leaves=28
num_cat=0
split_feature=9 5 5 8 8 9 5 7 9 1 9 5 4 9 9 4 5 7 8 9 4 9 1 9 9 8 8
split_gain=8.34381 3.72282 9.01777 16.7253 5.47497 4.15571 3.63267 3.19186 2.51373 2.84041 2.28722 1.42417 1.26245 1.23411 0.915036 1.18632 0.690148 1.81309 1.01409 0.688035 0.443006 0.722666 0.384794 0.355722 0.278532 0.425332 0.25283
threshold=2.3369140625000004 8.5000000000000018 14.500000000000002 4.8242187500000009 4.5566406250000009 0.77783203125000011 18.500000000000004 3.5000000000000004 1.2441406250000002 8.0507812500000018 1.9384765625000002 5.5000000000000009 1.0000000180025095e-35 1.2441406250000002 1.3237304687500002 1.0000000180025095e-35 17.500000000000004 3.5000000000000004 2.6611328125000004 0.67065429687500011 1.0000000180025095e-35 0.62402343750000011 10.550781250000002 0.64916992187500011 1.3969726562500002 3.1035156250000004 2.7314453125000004
decision_type=2 2 2 2 2 2 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 8 23 -6 10 16 -10 11 24 -7 26 15 19 17 -4 20 -9 21 -18 -13 -3 25 -1 -14
right_child=-2 2 4 -5 6 12 -8 14 9 -11 -12 22 13 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00078521847001696368 0.0036961962850312466 -0.001580628401807147 0.0015636848052770838 0.0056804106513275842 -0.0042281889943610084 -0.00013245428908990704 -0.00092258576144815536 -0.00077841711296356981 -0.00058176389171564014 0.0025818577937268767 -0.0034403502477568662 -0.0014515247467520003 0.0014039010802171241 0.0025727354697132627 0.00059929984098817891 -0.0016815139148216923 -0.00082471120223321607 -0.00082034432192507035 -0.0017504913090692351 0.00052318222583922131 -0.00096478051281783099 0.00079719449011707657 -0.0026507213759409797 -0.00047440850955660102 -0.0011415642085012589 0.00037040700031696895 0.00042323967731117113
leaf_weight=178 111 138 102 142 117 112 149 140 100 127 96 105 98 145 246 117 104 164 152 187 154 113 106 98 143 97 110
leaf_count=178 111 138 102 142 117 112 149 140 100 127 96 105 98 145 246 117 104 164 152 187 154 113 106 98 143 97 110
internal_value=0 -0.000213183 0.000158366 0.0012863 -0.000583325 0.000396194 -0.00237655 -0.000771163 -0.000113838 0.00118819 -0.00142171 -0.00111362 0.00116635 0.00157843 -8.76126e-05 -0.000468199 -0.000488439 9.38323e-05 -0.000784585 -3.40774e-05 -0.00038885 1.98756e-05 -0.00205396 -0.00112127 -0.000638955 -0.000377598 0.000885282
internal_weight=0 3540 2125 843 1282 701 266 1415 1016 227 725 629 465 353 690 444 789 266 523 327 371 217 211 236 418 275 208
internal_count=3651 3540 2125 843 1282 701 266 1415 1016 227 725 629 465 353 690 444 789 266 523 327 371 217 211 236 418 275 208
is_linear=0
shrinkage=0.0140405


Tree=214
num_leaves=28
num_cat=0
split_feature=9 1 8 9 0 7 1 10 7 10 0 6 8 1 1 8 0 9 9 9 10 1 7 7 9 9 1
split_gain=12.9727 5.35636 14.3746 7.05053 8.0688 7.43563 6.73706 2.125 2.23686 2.10965 1.75455 2.41207 1.12247 1.84596 1.15046 4.00349 3.39206 1.52626 1.17764 1.08079 0.473836 0.375139 0.50203 0.469059 0.313193 0.261197 0.203721
threshold=2.4091796875000004 1.1499023437500002 5.9609375000000009 1.7846679687500002 11.652343750000002 1.5000000000000002 -0.34997558593749994 0.55664062500000011 1.0000000180025095e-35 0.53710937500000011 20.351562500000004 1.0000000180025095e-35 4.8574218750000009 4.2500000000000009 10.449218750000002 2.5175781250000004 18.328125000000004 0.83618164062500011 1.3320312500000002 1.3320312500000002 0.33508300781250006 15.949218750000002 4.5000000000000009 3.5000000000000004 1.0229492187500002 0.59936523437500011 13.050781250000002
decision_type=2 2 2 2 2 2 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 -5 -1 8 10 12 -6 -12 13 -10 15 17 -16 -15 20 -17 -18 22 24 -23 -22 -25 -24
right_child=-2 2 -4 5 7 -7 -8 -9 9 -11 11 -13 -14 14 16 19 18 -19 -20 -21 21 23 26 25 -26 -27 -28
leaf_value=-0.00081387718781424914 0.0049377684086990723 -0.0044308697652189035 -0.0043696605926924143 -0.00040142013511564804 -0.00023952376997612036 0.0044711191940539595 0.0042761448555864306 -0.002312668301519051 0.0010498038634165936 0.0016461417889573865 3.6120442228201053e-05 0.0030839298887225075 -0.0017356616522455058 -0.00085483865141896436 0.0022392267718764807 -0.0014885407247467253 0.00027611533442564766 0.0011822370875646825 0.00045788924140315545 -0.0033302670193684544 -0.001713649637834453 0.00015356798750370567 3.5996700330230384e-05 -0.00039401980377272856 -0.0008931751364921718 -0.0013747278445433865 -0.00080164175266999801
leaf_weight=96 96 95 173 122 173 125 110 97 166 99 95 111 126 158 98 137 97 134 224 116 180 166 95 118 187 98 144
leaf_count=96 96 95 173 122 173 125 110 97 166 99 95 111 126 158 98 137 97 134 224 116 180 166 95 118 187 98 144
internal_value=0 -0.000293083 -0.000428842 -0.000213162 -0.000406219 0.00206444 0.0019041 -0.000270589 -0.000197818 -0.000359698 0.000802929 0.00167839 -0.000448191 -0.000371599 -0.000492476 -0.00104016 -0.000280333 7.99838e-05 -0.000468963 -0.00233297 -0.000660313 -0.00075225 -0.000969468 -0.000407658 -0.00129559 -0.000838971 -0.000468689
internal_weight=0 3540 3334 3161 2914 247 206 2819 2722 2343 379 206 2244 2118 1952 545 1407 292 1309 253 1085 988 606 382 367 216 239
internal_count=3636 3540 3334 3161 2914 247 206 2819 2722 2343 379 206 2244 2118 1952 545 1407 292 1309 253 1085 988 606 382 367 216 239
is_linear=0
shrinkage=0.0140405


Tree=215
num_leaves=27
num_cat=0
split_feature=1 6 0 5 5 4 10 7 0 1 5 0 10 1 10 5 7 10 1 1 0 10 1 1 1 5
split_gain=6.95626 9.09767 5.12288 4.11182 5.02506 6.6058 2.56677 2.20218 1.90247 2.3626 1.564 1.32075 3.89871 1.25045 1.99991 1.46893 1.13939 1.13401 0.816177 0.780973 0.772505 0.738427 0.183997 0.797359 0.128894 0.0550462
threshold=1.6499023437500002 1.0000000180025095e-35 12.250000000000002 9.5000000000000018 14.500000000000002 1.0000000180025095e-35 0.47558593750000006 3.5000000000000004 22.046875000000004 8.0507812500000018 5.5000000000000009 17.109375000000004 0.46850585937500006 12.152343750000002 0.44042968750000006 16.500000000000004 1.5000000000000002 0.48657226562500006 7.0507812500000009 5.7988281250000009 22.953125000000004 0.45800781250000006 10.449218750000002 13.347656250000002 10.449218750000002 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
left_child=1 -1 6 7 5 24 -2 10 9 -7 18 12 -6 14 -13 -15 -17 -12 -4 -9 -18 -20 -21 -24 -5 -25
right_child=2 -3 3 4 11 8 -8 19 -10 -11 17 13 -14 15 -16 16 20 -19 21 22 -22 -23 23 25 -26 -27
leaf_value=-0.0006813165998146082 -0.0039651090870878453 0.0043423154456418292 0.0005034148458680286 -0.0009505682739875341 0.00061956624620716435 0.0019124405357211357 -0.00073491854238536913 0.0011411371881831084 0.0011373705758898804 0.0044892846528300908 -0.0011957724450837686 -0.00050218831552751491 -0.002503543639327897 0.00118186497303812 0.0018095848233968357 -0.0018295760106972565 0.00071405028865305896 -0.0030214831539759866 -0.00035323125032285367 -0.00067725866804582745 -0.00080955233671136599 -0.0017796418350821523 0.0010763315767174104 -0.00026099577932664199 -0.0002429706745570749 -0.00065052041164500457
leaf_weight=126 96 163 104 102 166 146 98 102 138 135 165 121 150 112 189 113 116 113 173 122 151 122 95 234 101 103
leaf_count=126 96 163 104 102 166 146 98 102 138 135 165 121 150 112 189 113 116 113 173 122 151 122 95 234 101 103
internal_value=0 0.00215208 -0.000120545 1.91511e-05 0.000468682 0.00148027 -0.00233336 -0.000567633 0.00248742 0.00315043 -0.00112939 -9.41168e-05 -0.000862923 0.000208804 0.000907248 -0.000231272 -0.000647775 -0.00193788 -0.000566091 1.21118e-05 -0.000147613 -0.000943137 -0.000195759 -5.97804e-05 -0.000598512 -0.000380049
internal_weight=0 289 3267 3073 1740 622 194 1333 419 281 677 1118 316 802 310 492 380 278 399 656 267 295 554 432 203 337
internal_count=3556 289 3267 3073 1740 622 194 1333 419 281 677 1118 316 802 310 492 380 278 399 656 267 295 554 432 203 337
is_linear=0
shrinkage=0.0140405


Tree=216
num_leaves=27
num_cat=0
split_feature=0 1 1 0 0 0 5 5 4 5 0 0 0 1 1 10 5 5 7 5 10 7 0 5 4 1
split_gain=14.1383 6.88884 15.7014 4.30342 4.23295 6.8173 4.06547 6.58872 9.41771 2.96017 2.90767 2.33451 6.55037 2.19947 2.18467 1.0721 0.935952 0.808352 0.768925 0.656334 0.535828 0.427591 0.330266 0.120873 0.100374 0.0500418
threshold=11.250000000000002 1.0000000180025095e-35 1.6499023437500002 12.250000000000002 13.449218750000002 14.750000000000002 15.500000000000002 9.5000000000000018 1.0000000180025095e-35 18.500000000000004 16.046875000000004 22.648437500000004 20.453125000000004 13.550781250000002 6.6503906250000009 0.47045898437500006 19.500000000000004 5.5000000000000009 5.5000000000000009 7.5000000000000009 0.49145507812500006 2.5000000000000004 20.851562500000004 21.500000000000004 1.0000000180025095e-35 11.699218750000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 10 18 13 -7 12 15 -8 -12 -10 -11 20 -9 -19 22 25 -16 -23 -24 -18
right_child=1 2 3 4 5 6 9 8 11 16 14 -13 -14 -15 17 -17 21 19 -20 -21 -22 23 24 -25 -26 -27
leaf_value=0.004599907529102853 -0.0037516515881013002 0.0047157812973345125 -0.002954141176852808 0.002043995177761639 -0.0031613502570921751 0.0017759097520658447 -0.0030291687592091956 -0.00012814167771670724 0.0029407586674044918 0.00082102832795113209 0.0011557283819130784 0.0012441591724376285 0.0064058232598422143 -0.00061234776008327503 -0.0013356720195053741 0.00083688570423966571 -0.00076720660672334137 -0.0019293403172722092 -0.0017776007843660325 -0.00069884146173094706 0.0005087191480854375 -0.00044627592863115601 -0.00026826501732362149 0.00016112371779265292 -0.00070707937978247467 -0.0012001552408791403
leaf_weight=132 98 135 106 175 146 121 168 120 96 126 135 153 95 133 104 95 95 167 104 175 97 136 245 123 177 118
leaf_count=132 98 135 106 175 146 121 168 120 96 126 135 153 95 133 104 95 95 167 104 175 97 136 245 123 177 118
internal_value=0 -8.2443e-05 2.50555e-05 -0.000172218 -7.72168e-05 -0.000203954 -4.88045e-05 0.000321894 0.00144869 -0.000825663 -0.000289952 0.00264402 0.0033929 -0.00196127 -0.000517196 0.00189433 -0.000254061 -0.000751232 -0.000893962 -0.0012997 -0.000450148 -0.000541056 -0.000626973 -0.00015782 -0.000452317 -0.00100706
internal_weight=0 3443 3345 3210 3104 2929 2783 1884 663 899 1221 439 286 301 1100 191 598 965 224 342 623 472 526 259 422 213
internal_count=3575 3443 3345 3210 3104 2929 2783 1884 663 899 1221 439 286 301 1100 191 598 965 224 342 623 472 526 259 422 213
is_linear=0
shrinkage=0.0140405


Tree=217
num_leaves=30
num_cat=0
split_feature=0 0 5 5 8 10 8 8 3 8 10 5 8 10 10 1 1 5 8 1 0 10 8 1 1 1 10 7 7
split_gain=9.23575 8.87456 6.23859 9.06745 14.4731 17.9269 3.134 3.02855 3.18184 2.35496 2.19157 2.74945 3.22383 1.90618 1.84789 1.38619 1.30141 1.2887 1.23354 0.77955 1.20691 0.587849 0.466039 0.280238 0.268985 0.200752 0.0845217 0.0801428 0.0677995
threshold=11.250000000000002 11.847656250000002 8.5000000000000018 16.500000000000004 4.8242187500000009 0.50830078125000011 5.5488281250000009 1.6411132812500002 1.0000000180025095e-35 4.8242187500000009 0.38940429687500006 10.500000000000002 3.6513671875000004 0.49145507812500006 0.52441406250000011 5.6503906250000009 12.250000000000002 5.5000000000000009 1.9262695312500002 16.046875000000004 22.351562500000004 0.44360351562500006 2.5097656250000004 8.8476562500000018 9.2500000000000018 11.949218750000002 0.40991210937500006 2.5000000000000004 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
left_child=-1 -2 6 4 7 -6 14 26 10 13 -9 -12 16 15 17 -5 -13 21 -19 20 22 23 -17 -3 -23 -20 -4 -25 -29
right_child=1 2 3 9 5 -7 -8 8 -10 -11 11 12 -14 -15 -16 19 -18 18 25 -21 -22 24 -24 27 -26 -27 -28 28 -30
leaf_value=0.0037331939468170255 -0.0042798252792115125 -0.0011731501693520885 -0.001204290904435252 0.0010044556906006784 0.0090579991369846083 0.00062961946377328441 -0.002888668331755051 0.0033025737743811239 -0.00062169956145560052 -0.0020153703481351321 0.0031964703966749744 -0.0016643413260800026 0.0026123710213265261 0.0011068621923394583 0.0010985430235869679 -0.0004704729798667086 0.00053610334202159097 -0.00011174233019292971 -0.001602014798345077 -0.0017663029551431195 0.00047538739331491413 0.00078564634859214623 -0.0017881896195445961 -0.00076056269747424839 -0.00019513636487605368 -0.0024562048692263472 -0.00062227059760608567 -8.9944867367147268e-05 -0.00048621653555569515
leaf_weight=129 97 134 95 95 99 100 117 117 166 164 96 99 96 179 130 98 114 96 110 133 146 98 115 123 126 107 102 131 243
leaf_count=129 97 134 95 95 99 100 117 117 166 164 96 99 96 179 130 98 114 96 110 133 146 98 115 123 126 107 102 131 243
internal_value=0 -9.17637e-05 2.67088e-05 0.000528694 0.00140131 0.00482263 -0.000687777 0.000631994 0.0010715 -0.000488418 0.00160995 0.00112097 0.000476161 -0.000161499 -0.000489392 -0.000548274 -0.000486639 -0.000666131 -0.00143694 -0.000848089 -0.000507915 -0.000383952 -0.00118192 -0.000603304 0.000233956 -0.00202321 -0.00090294 -0.000449663 -0.000347415
internal_weight=0 3526 3429 2014 1084 199 1415 885 688 930 522 405 309 766 1298 587 213 1168 313 492 359 855 213 631 224 217 197 497 374
internal_count=3655 3526 3429 2014 1084 199 1415 885 688 930 522 405 309 766 1298 587 213 1168 313 492 359 855 213 631 224 217 197 497 374
is_linear=0
shrinkage=0.0140405


Tree=218
num_leaves=29
num_cat=0
split_feature=5 5 4 8 1 8 8 7 7 1 10 3 1 8 5 10 0 8 1 7 0 5 7 0 10 1 1 5
split_gain=5.86857 11.0298 32.5841 23.7092 7.85264 6.18623 3.30837 2.5113 1.70943 1.58348 1.56765 1.21709 1.58201 1.16941 1.38415 0.881088 2.25647 2.22279 2.20765 1.58243 0.738931 0.534436 0.917879 0.506936 0.489087 0.263023 0.0849196 0.0560803
threshold=16.500000000000004 9.5000000000000018 1.0000000180025095e-35 5.7851562500000009 6.7500000000000009 4.0097656250000009 5.9492187500000009 3.5000000000000004 3.5000000000000004 11.949218750000002 0.51660156250000011 1.0000000180025095e-35 6.4492187500000009 5.0410156250000009 18.500000000000004 0.43945312500000006 20.351562500000004 4.5781250000000009 10.949218750000002 1.5000000000000002 21.453125000000004 19.500000000000004 2.5000000000000004 23.851562500000004 0.43139648437500006 9.0507812500000018 14.050781250000002 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 8 4 5 -3 7 13 9 15 -4 11 -10 -13 14 24 18 17 -17 -1 -19 -14 -16 -23 -20 -2 -24 -6 -22
right_child=6 2 3 -5 26 -7 -8 -9 10 -11 -12 12 20 -15 21 16 -18 19 23 -21 27 22 25 -25 -26 -27 -28 -29
leaf_value=0.00097616463563555955 -0.0011453620108355887 -0.0056145843697470096 0.00033378992548470675 0.0091202601897698941 -0.0010533430916807157 0.0041583647733956812 -0.0034092518402683782 -0.00072414084920608248 0.0009158426616146392 0.0025534256317613548 0.0016537618588219761 -0.0020136144699009076 0.00094753110052173627 0.00078033104663114902 0.00034511528272616583 -0.0005189274835108457 0.00030954495279282009 -0.004109238282117191 -0.0018235533977968028 -0.0015662272091370849 -0.0003251848789528408 -0.0014949822440670682 0.00024936539834249211 -0.00046521388583627501 -0.0024756653465155013 -0.0006006512669460936 -0.00049150004736921225 -0.00073802644031307368
leaf_weight=148 107 97 99 111 117 183 98 114 150 176 105 110 98 95 115 137 128 98 126 95 200 185 127 95 111 165 97 96
leaf_count=148 107 97 99 111 117 183 98 114 150 176 105 110 98 95 115 137 128 98 126 95 200 185 127 95 111 165 97 96
internal_value=0 0.000306872 0.00146649 0.00318188 -0.00230074 0.0020295 -0.000958773 0.00102801 -0.000419902 0.00175436 6.12574e-05 -0.00019442 -0.000524855 -0.000693417 -0.000866264 -0.000861498 -0.00127286 -0.00188664 -0.000350923 -0.0028575 -0.000109212 -0.000514057 -0.000721194 -0.00123965 -0.00182272 -0.000230952 -0.000798676 -0.000459079
internal_weight=0 2580 994 683 311 572 1003 389 1586 275 759 654 504 905 810 827 458 330 369 193 394 592 477 221 218 292 214 296
internal_count=3583 2580 994 683 311 572 1003 389 1586 275 759 654 504 905 810 827 458 330 369 193 394 592 477 221 218 292 214 296
is_linear=0
shrinkage=0.0140405


Tree=219
num_leaves=27
num_cat=0
split_feature=9 10 7 8 8 9 10 5 5 7 8 10 9 7 8 9 7 10 8 5 5 5 5 4 6 9
split_gain=5.35146 5.82427 5.66912 6.74026 3.44487 2.18553 2.9227 3.81612 2.48989 1.90374 2.09875 1.76594 1.2026 0.868263 0.830504 1.01849 1.13784 1.34129 0.777374 0.724368 0.486005 1.05743 0.431078 0.343664 0.221687 0.0265614
threshold=1.7690429687500002 0.49450683593750006 1.5000000000000002 6.0078125000000009 5.1171875000000009 1.0541992187500002 0.44946289062500006 17.500000000000004 9.5000000000000018 1.5000000000000002 2.4316406250000004 0.42041015625000006 1.4248046875000002 1.0000000180025095e-35 2.9082031250000004 0.63745117187500011 5.5000000000000009 0.48339843750000006 2.4501953125000004 15.500000000000002 11.500000000000002 5.5000000000000009 18.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.51977539062500011
decision_type=2 2 2 2 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 -4 5 13 8 9 11 -8 -11 -7 -12 18 15 23 17 20 -1 -10 21 -17 -22 24 -15 -26
right_child=1 2 3 -5 -6 6 7 -9 19 10 12 -13 -14 14 -16 16 -18 -19 -20 -21 22 -23 -24 -25 25 -27
leaf_value=-0.00050228443768992584 0.0035081945608592905 -0.0016692484253735824 0.0037793939197943108 -0.000770494898079729 -0.0026375109481139463 -0.0024927154109538629 0.0029189294110684126 -0.0010046318742499495 0.0013436235762221591 0.0027750506668250182 -0.00042077736320811029 -0.00044508164705090602 0.0014761894856553472 -0.0011795043700205065 -0.0015029958958315886 -0.00058658947462945021 0.0010004951017752392 -0.0017068579250675172 0.0012801014077293939 -3.3298163092357875e-05 -0.0010227440547358512 0.0014110222128815811 0.00021367091104719963 -0.0016432990158074538 -0.00032176968723617738 -0.00064187118439616253
leaf_weight=98 160 165 138 120 114 129 139 154 129 96 160 233 112 153 186 103 136 126 95 181 134 106 95 120 108 97
leaf_count=98 160 165 138 120 114 129 139 154 129 96 160 233 112 153 186 103 136 126 95 181 134 106 95 120 108 97
internal_value=0 0.00122638 0.000363288 0.00166317 -0.000243558 -0.000149125 0.000268168 0.000931061 -0.000383875 0.00151902 0.000990255 -0.00117476 0.000360327 -0.000506384 -0.000631104 -0.000493437 -0.00015228 -0.000430254 0.000375056 0.000539679 -6.30122e-05 0.000426553 -0.000509821 -0.000993039 -0.000775075 -0.000473232
internal_weight=0 583 423 258 3004 2890 1333 661 672 507 368 362 272 1557 1364 1178 700 564 193 310 438 209 229 478 358 205
internal_count=3587 583 423 258 3004 2890 1333 661 672 507 368 362 272 1557 1364 1178 700 564 193 310 438 209 229 478 358 205
is_linear=0
shrinkage=0.0140405


Tree=220
num_leaves=28
num_cat=0
split_feature=9 5 0 9 0 0 10 9 4 9 5 5 1 5 1 9 0 9 9 9 1 0 9 4 1 1 5
split_gain=15.3912 15.9507 3.70071 2.45199 4.39025 6.16789 4.82416 7.12123 5.19059 7.58109 3.7078 4.8998 2.70083 1.3165 1.24385 0.564232 0.559103 0.764441 0.43483 0.865347 0.471479 0.18799 0.14554 0.12947 0.0909677 0.027163 0.00685515
threshold=2.1289062500000004 9.5000000000000018 11.847656250000002 1.0112304687500002 16.953125000000004 17.625000000000004 0.49951171875000006 1.6645507812500002 1.0000000180025095e-35 1.6625976562500002 9.5000000000000018 15.500000000000002 11.699218750000002 5.5000000000000009 11.949218750000002 1.3647460937500002 16.453125000000004 0.74169921875000011 0.81616210937500011 0.72583007812500011 12.949218750000002 24.351562500000004 0.59936523437500011 1.0000000180025095e-35 13.652343750000002 15.347656250000002 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 16 6 -6 8 -8 -5 -10 13 12 -12 14 -7 -13 17 -4 19 21 -20 22 25 -16 -24 -18 -21
right_child=1 -3 3 4 5 10 7 -9 9 -11 11 15 -14 -15 23 -17 18 -19 20 26 -22 -23 24 -25 -26 -27 -28
leaf_value=-0.0024774758429885013 -0.00087652931386063065 0.0064124527763691546 -0.00083060827780081874 -0.0024051565840481209 0.0038498601734485915 0.0011061611928341551 -0.00027504736872610818 -0.0051984322499846851 -0.00072412397750670928 0.003860031737278394 0.0010401165436563005 0.00047959816120951988 0.0040202531216838918 -0.0016013813449694951 -0.00035814640346888628 -0.00077637205539608323 -0.00093486484598074204 0.00093688823493728315 -0.0017706914662369566 0.00013845484502072466 -0.00067908347145142188 -0.00048073125339120806 -0.0015752770359334074 -0.00098700915839510135 -0.00098660103732608226 -0.00064742593332131279 0.00030712745456149633
leaf_weight=148 102 141 98 116 107 124 134 102 179 118 112 157 129 151 182 128 123 95 156 95 156 190 104 100 103 137 95
leaf_count=148 102 141 98 116 107 124 134 102 179 118 112 157 129 151 182 128 123 95 156 95 156 190 104 100 103 137 95
internal_value=0 0.00335288 -0.000307027 -0.000206361 0.000127354 0.000633978 -0.000801586 -0.00240295 0.00011348 0.00109719 0.00031625 0.00116165 0.00263529 -0.000482097 -6.58118e-05 -8.44867e-05 -0.000660283 3.9403e-05 -0.000776797 -0.000611739 -0.00122489 -0.00085308 -0.00100457 -0.000581147 -0.00128236 -0.000783407 0.000222791
internal_weight=0 243 3339 3191 1839 1190 649 236 413 297 1083 526 241 557 406 285 1352 193 1159 847 312 657 467 282 207 260 190
internal_count=3582 243 3339 3191 1839 1190 649 236 413 297 1083 526 241 557 406 285 1352 193 1159 847 312 657 467 282 207 260 190
is_linear=0
shrinkage=0.0140405


Tree=221
num_leaves=30
num_cat=0
split_feature=9 5 5 4 9 10 7 1 1 9 1 7 5 9 1 10 0 0 9 9 9 0 9 10 1 10 10 7 10
split_gain=16.3723 4.68403 8.54437 16.929 6.7482 6.91287 7.01724 4.95883 2.14952 4.41806 1.86762 1.77664 2.34623 1.70192 3.58829 1.60483 2.91024 1.42247 0.914161 1.13263 0.796691 0.775631 0.558805 0.48571 0.485533 0.333832 0.26201 0.178156 0.172276
threshold=2.2753906250000004 16.500000000000004 8.5000000000000018 1.0000000180025095e-35 1.2470703125000002 0.51757812500000011 1.5000000000000002 5.0507812500000009 5.2500000000000009 1.6669921875000002 2.8505859375000004 3.5000000000000004 5.5000000000000009 1.2373046875000002 13.652343750000002 0.39550781250000006 22.648437500000004 15.847656250000002 1.7690429687500002 1.3969726562500002 1.2578125000000002 18.031250000000004 0.62402343750000011 0.46508789062500006 16.046875000000004 0.40600585937500006 0.42797851562500006 3.5000000000000004 0.42797851562500006
decision_type=2 2 2 2 2 2 2 2 2 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 7 15 6 -6 -4 10 21 -3 12 18 17 -15 -5 -17 -13 19 25 -14 -10 -19 24 27 -1 -24 -23 -9
right_child=-2 8 3 4 5 -7 -8 28 9 -11 -12 13 20 14 -16 16 -18 22 -20 -21 -22 23 26 -25 -26 -27 -28 -29 -30
leaf_value=-0.00083486331701004433 0.0053134297021497998 -0.0011431363405721758 -0.0040760802771127123 0.0024677942027411868 0.0079976715362864541 0.0012628150598982357 0.0029790024297775526 -0.00065894900321228193 -0.0017870239276248853 -0.0041493218483366363 0.00144426074167321 -0.002097719570375565 -0.0014029580621184961 0.0029628793334119212 -0.00041448688376063313 0.0016971093376157019 -0.0014581421372339258 -0.00083146917553250503 0.00075449505342944337 -0.0020861755798538147 -0.0030397756856924765 -0.0002062073125394484 -0.00015918400624454106 7.215262119033231e-05 -0.0016478325894817363 0.00017498624074417134 0.00084460720177491518 -0.00099413070275664408 7.0145852737481376e-05
leaf_weight=122 112 103 96 102 102 135 119 147 154 96 118 95 123 99 166 136 100 144 97 96 112 132 110 135 119 137 96 99 113
leaf_count=122 112 103 96 102 102 135 119 147 154 96 118 95 123 99 166 136 100 144 97 96 112 132 110 135 119 137 96 99 113
internal_value=0 -0.000142388 0.000183204 0.0011402 0.00241708 0.00376613 0.00529531 -0.001349 -0.000975781 -0.00134085 0.00023837 -0.000536083 -0.0010451 -4.3553e-05 0.000847246 0.000996177 0.000360138 -0.000574029 -0.000453467 -0.00078353 -0.00218306 -0.000918922 -0.000160456 -0.000643278 -0.00091923 -0.000300696 0.000308602 -0.000543889 -0.000342073
internal_weight=0 3403 2447 1050 694 356 221 356 956 735 221 1397 687 710 265 338 236 445 452 355 235 639 350 485 350 259 206 231 260
internal_count=3515 3403 2447 1050 694 356 221 356 956 735 221 1397 687 710 265 338 236 445 452 355 235 639 350 485 350 259 206 231 260
is_linear=0
shrinkage=0.0140405


Tree=222
num_leaves=28
num_cat=0
split_feature=9 6 7 8 7 9 1 7 8 1 1 3 9 1 8 8 9 1 8 9 7 6 9 9 1 8 1
split_gain=12.2988 8.87588 4.20069 5.49179 7.35036 4.98183 3.33571 1.79415 1.42645 1.34187 2.47937 2.7584 2.14412 1.03114 0.752601 0.70818 1.71518 0.997014 0.603134 3.21506 1.97934 0.646773 0.391021 0.648214 0.112762 0.0359028 0.00306637
threshold=2.1289062500000004 1.0000000180025095e-35 1.0000000180025095e-35 5.2050781250000009 2.5000000000000004 1.5805664062500002 5.2500000000000009 2.5000000000000004 2.5175781250000004 4.2500000000000009 8.1523437500000018 1.0000000180025095e-35 1.0712890625000002 6.4492187500000009 3.6298828125000004 3.4873046875000004 1.1933593750000002 13.652343750000002 2.3632812500000004 0.83618164062500011 3.5000000000000004 1.0000000180025095e-35 0.60742187500000011 0.68505859375000011 16.546875000000004 0.96142578125000011 13.750000000000002
decision_type=2 2 2 2 2 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 6 5 -5 9 -1 -7 -8 12 11 13 -4 -11 -10 16 18 -17 19 22 21 -20 24 -24 25 -12 -19
right_child=1 -3 3 4 -6 7 8 -9 14 10 15 -13 -14 -15 -16 17 -18 26 20 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0033275588310216304 0.00033527628103784216 0.0056910666478611092 -0.00052711439264172661 -0.00035584688177451836 -0.0054168735332191919 0.00053803940523397943 -0.00097569036884885888 0.0027886734458436187 0.0017758514149335213 -0.0036992709922928075 -0.0011043886372802507 -0.00026859054248363297 0.002042869346726468 -0.0017810786331670736 0.00017263963204501348 -0.0019110364735326556 0.0015405685346479472 -0.00036059507865117592 -0.00077528781193569125 0.002151346243447616 -0.001996560099073405 0.00057778293989962817 0.00084638050484573638 -0.00063899974926546696 -0.0004367508505492239 -0.00077036623944754207 -0.00045985022584717206
leaf_weight=97 122 122 169 132 99 167 106 120 118 99 131 173 103 125 113 127 102 167 130 106 163 150 96 146 132 123 97
leaf_count=97 122 122 169 132 99 167 106 120 118 99 131 173 103 125 113 127 102 167 130 106 163 150 96 146 132 123 97
internal_value=0 0.00301317 -0.000253833 -0.000449343 -0.00252486 -0.000266767 0.0010332 0.00147907 0.000372806 -0.000480985 -0.000602978 -0.00160032 0.000446078 -0.00262885 0.000991596 -0.000365885 -0.000206021 -0.000888815 -0.000357382 -0.000110463 -0.000766499 -5.04285e-05 -0.000492233 -4.9758e-05 -0.00076964 -0.000942638 -0.000397064
internal_weight=0 244 3291 2857 231 2626 434 287 337 2339 2067 397 272 224 231 1670 1279 391 1177 734 443 280 628 242 386 254 264
internal_count=3535 244 3291 2857 231 2626 434 287 337 2339 2067 397 272 224 231 1670 1279 391 1177 734 443 280 628 242 386 254 264
is_linear=0
shrinkage=0.0140405


Tree=223
num_leaves=29
num_cat=0
split_feature=0 8 0 10 9 7 8 9 0 8 9 10 10 8 7 9 0 0 9 8 7 8 9 10 8 8 8 9
split_gain=9.66625 2.75957 12.2266 6.77328 4.38114 1.73582 1.98393 4.62859 1.30593 0.893805 2.80683 0.813818 1.49223 1.38705 3.29893 5.31341 1.43933 2.11075 1.32889 1.30235 0.835157 0.813749 1.09463 0.50431 0.340631 0.588115 0.211312 0.121634
threshold=11.250000000000002 5.5156250000000009 16.750000000000004 0.50048828125000011 1.7690429687500002 1.0000000180025095e-35 2.7890625000000004 1.1933593750000002 16.750000000000004 4.9042968750000009 1.5771484375000002 0.38940429687500006 0.36999511718750006 2.3632812500000004 5.5000000000000009 0.67773437500000011 15.949218750000002 18.226562500000004 1.0112304687500002 3.4013671875000004 4.5000000000000009 2.1064453125000004 0.81982421875000011 0.47143554687500006 3.2480468750000004 4.5410156250000009 1.4282226562500002 0.55004882812500011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2 -8 -6 10 11 12 20 14 21 -16 19 -18 -19 -15 -7 22 26 24 -20 -26 27 -13
right_child=1 2 -4 -5 8 9 7 -9 -10 -11 -12 13 -14 16 15 -17 17 18 23 -21 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.0035152139255298209 -0.00061768344154484079 -0.00042886228651569909 0.0024600299016152949 -0.005132047235812562 0.000759956603408215 0.00012723960279347604 0.0038454006204717197 -0.00031844213870853635 0.0029048484182731316 -0.00161546527666905 0.0019576031194843361 -0.00053952847431293111 0.0013538714568226407 -0.00098063150771879781 -0.00046588141048091387 0.003809686942710536 -0.0026379973064607413 -0.0020667104437796804 -0.00093939216241383807 0.0013206398607780987 -0.0014287323307318172 0.00033381174669864746 -0.002249277293349442 -0.0012129441068775247 0.00086523253079296531 -0.00045980258589864572 -0.00022173910423525857 -0.0012141156444561289
leaf_weight=142 139 105 112 142 115 193 95 118 109 108 103 102 136 95 140 97 153 132 99 99 105 126 99 140 103 184 169 109
leaf_count=142 139 105 112 142 115 193 95 118 109 108 103 102 136 95 140 97 153 132 99 99 105 126 99 140 103 184 169 109
internal_value=0 -0.00022317 -0.00138791 -0.00313272 -8.68797e-05 -0.000235784 0.000687156 0.00153867 0.00180368 -0.000366151 -0.000309555 -0.00041193 0.000135177 -0.000540487 -0.000120126 0.00128403 -0.000892669 -0.00115255 -0.000807147 0.000193729 -0.000421006 -0.000670186 -0.000934286 -0.000491058 -0.000229235 1.57327e-05 -0.000591696 -0.000888012
internal_weight=0 3427 359 247 3068 2844 352 213 224 2492 2384 2281 434 1847 842 237 1005 811 658 194 298 605 479 526 386 287 380 211
internal_count=3569 3427 359 247 3068 2844 352 213 224 2492 2384 2281 434 1847 842 237 1005 811 658 194 298 605 479 526 386 287 380 211
is_linear=0
shrinkage=0.0140405


Tree=224
num_leaves=28
num_cat=0
split_feature=8 8 0 0 8 1 8 5 5 4 1 8 9 10 10 10 8 9 8 5 8 1 9 1 1 5 8
split_gain=8.36352 3.3534 2.86915 2.36312 3.57551 3.07397 2.40732 2.14066 4.5235 4.33066 1.87154 1.74576 3.42311 1.71061 1.6321 1.47944 1.46863 1.42208 1.14994 0.974351 1.58066 0.842552 0.402935 0.314023 0.324412 0.0743386 0.0347685
threshold=6.7597656250000009 5.9492187500000009 11.152343750000002 12.347656250000002 5.4179687500000009 6.0996093750000009 2.1572265625000004 8.5000000000000018 12.500000000000002 1.0000000180025095e-35 15.949218750000002 4.0253906250000009 1.1396484375000002 0.38305664062500006 0.47558593750000006 0.41650390625000006 4.1386718750000009 0.89770507812500011 2.6845703125000004 5.5000000000000009 2.2988281250000004 12.347656250000002 0.78955078125000011 10.449218750000002 13.050781250000002 2.5000000000000004 3.0107421875000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 19 9 -9 13 12 -8 -10 -13 -15 18 -12 22 23 -21 -11 -17 -7 -25 26 -26
right_child=-2 -3 3 4 -6 7 11 8 10 21 17 14 -14 15 -16 16 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28
leaf_value=-0.0024897891251529853 0.0031660529667412816 -0.0022686916559551198 0.0018328972036777528 -0.00080696995856399981 -0.0027313139672620087 -0.0010399718899000824 0.00063443533833650652 -0.00075485148966872361 0.0010207908544289847 0.0016089561918939481 -0.00026800420804461969 0.0016194174301581996 0.0040451642787462409 -0.0022179271613107288 -0.00077150986099167615 -0.0008813268591577265 0.0009032052439696673 0.0018164297698626652 -0.0018775240430011196 -0.00021201753442192319 -0.0023845660702850676 0.0032455063796144714 0.00033785285937351802 0.00039025012632800413 -0.00015388621477096303 -0.00076211529190604562 -0.00046857201329098924
leaf_weight=95 154 145 131 127 98 146 124 119 95 114 147 120 109 150 106 119 99 115 170 115 155 136 97 106 107 127 196
leaf_count=95 154 145 131 127 98 146 124 119 95 114 147 120 109 150 106 119 99 115 170 115 155 136 97 106 107 127 196
internal_value=0 -0.000179944 -8.59732e-05 -1.29673e-05 -9.36507e-05 -4.48517e-06 0.000903853 -0.000234613 0.000122626 0.00144982 -0.000371058 0.00137722 0.00223001 -0.000736414 0.000498009 -0.000999302 -0.000622408 0.000646919 -0.00101369 -0.00074533 -0.00145922 0.00249924 -0.000333825 -0.000462704 -0.000305463 -0.000476964 -0.000357445
internal_weight=0 3368 3223 3128 2997 2899 586 2313 1361 369 992 459 233 730 226 635 485 262 386 952 270 250 216 682 536 430 303
internal_count=3522 3368 3223 3128 2997 2899 586 2313 1361 369 992 459 233 730 226 635 485 262 386 952 270 250 216 682 536 430 303
is_linear=0
shrinkage=0.0140405


Tree=225
num_leaves=28
num_cat=0
split_feature=0 0 9 10 9 1 7 10 0 1 9 9 1 0 1 1 0 7 9 7 9 10 10 0 0 9 1
split_gain=9.99617 11.1677 6.50918 2.44963 7.46819 3.15191 15.5042 2.98361 2.43989 2.36682 4.9662 3.22552 1.95277 0.759082 1.11232 0.718189 0.983803 1.48581 0.699331 1.4557 0.784958 0.678839 0.551429 0.571198 0.661535 0.606521 0.218156
threshold=11.250000000000002 12.652343750000002 1.5336914062500002 0.55566406250000011 1.9980468750000002 5.9492187500000009 1.5000000000000002 0.58056640625000011 16.546875000000004 8.7500000000000018 1.4677734375000002 1.5590820312500002 2.8505859375000004 16.750000000000004 10.449218750000002 12.050781250000002 25.351562500000004 3.5000000000000004 1.2456054687500002 2.5000000000000004 1.0654296875000002 0.44250488281250006 0.45654296875000006 22.546875000000004 20.953125000000004 0.81103515625000011 16.953125000000004
decision_type=2 2 2 2 2 2 2 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 5 6 -3 -5 12 11 13 21 -8 -11 -15 -16 18 -18 20 -20 22 -7 23 24 -17 26 -25
right_child=1 3 -4 7 -6 9 8 -9 -10 10 -12 -13 -14 14 15 16 17 -19 19 -21 -22 -23 -24 25 -26 -27 -28
leaf_value=0.003625366570637951 -0.00082047323549870761 0.0045336702791644251 -0.0056858964389266365 0.002860565280749921 -0.0037550910414812446 -0.00096787785722558513 -0.0028044309870203427 -0.00018927669058258227 0.00095853827469955769 0.0007931918955082749 0.0023184260883587098 -0.0031186692261895182 -0.00027109541867552687 -0.0016384304999456896 0.00050851753861121585 -0.00095593849771549461 0.0013231994749544657 -0.00074319744223397841 -0.0025653978721145187 -0.00041855649399760774 0.00057063201505035642 0.0005105837977020097 0.00013475937278690641 -0.00031723475978893051 0.00055286050337912567 -0.0019622484514045342 -0.0011874962071428514
leaf_weight=129 101 158 117 114 116 169 122 142 111 110 150 132 118 134 188 122 144 131 100 165 137 96 163 121 108 119 107
leaf_count=129 101 158 117 114 116 169 122 142 111 110 150 132 118 134 188 122 144 131 100 165 137 96 163 121 108 119 107
internal_value=0 -0.000354562 -0.00343173 -0.000149856 -0.000261603 -0.000122104 0.000881312 0.00116886 -0.000762769 -0.000335268 -0.00013861 -0.00132549 -0.00155887 -0.000337937 -0.000409486 -0.000306883 -0.000415066 0.000338843 -0.000596611 -0.00122869 -0.000405619 -0.000432284 -0.000586358 -0.00079007 -0.000247459 -0.00114973 -0.000725647
internal_weight=0 3495 218 3277 3021 2905 509 256 351 2396 1999 397 240 1849 1739 1605 1417 275 1142 265 877 265 740 577 230 347 228
internal_count=3624 3495 218 3277 3021 2905 509 256 351 2396 1999 397 240 1849 1739 1605 1417 275 1142 265 877 265 740 577 230 347 228
is_linear=0
shrinkage=0.0140405


Tree=226
num_leaves=28
num_cat=0
split_feature=0 0 8 1 7 3 1 0 1 1 7 0 8 0 1 9 9 10 0 9 10 10 0 8 7 9 10
split_gain=17.867 7.841 5.56122 3.02529 5.83844 7.91828 3.43433 4.3133 2.74579 10.1209 6.4505 1.87042 1.74987 2.12093 1.47769 0.874185 1.42638 1.19556 0.888609 0.738544 0.556303 1.10448 0.508515 0.463682 0.145374 0.0878022 0.0187024
threshold=11.250000000000002 12.250000000000002 6.7597656250000009 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 6.6503906250000009 16.750000000000004 8.0507812500000018 8.6523437500000018 2.5000000000000004 19.304687500000004 4.8242187500000009 16.250000000000004 10.250000000000002 0.68261718750000011 0.95507812500000011 0.46508789062500006 22.046875000000004 0.81103515625000011 0.38305664062500006 0.41357421875000006 22.648437500000004 3.2958984375000004 2.5000000000000004 0.48449707031250006 0.40405273437500006
decision_type=2 2 2 2 2 2 2 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 -3 -6 7 -5 10 -10 -8 -9 13 -11 -15 22 18 20 -17 -20 -18 -22 -16 -19 -23 -24 -27
right_child=1 2 -4 6 5 -7 8 11 9 12 -12 -13 -14 14 15 16 17 23 19 -21 21 24 25 -25 -26 26 -28
leaf_value=0.0047552428823406188 -0.0038652235492623662 -0.0037610187215357293 0.003076291697033526 -0.00064100037960462374 0.0026436445154037749 -0.0026158786242368166 -0.0039632499162431485 0.0035821849139729077 0.0038803974419134575 0.0017939635527600734 0.00025014053273006898 0.00096240547635233003 -0.0018882326773335878 -0.0016492226477855759 -0.0013080239497040521 -0.00024706899269564831 0.00018317197878854358 -2.2955547631273638e-05 0.00048973133994811933 0.0021099856721178466 -0.0021215151080204876 -0.00090997350579889117 -0.00072343406644101199 0.0012518877811492771 -0.00029122427974538276 -7.6990768535714404e-05 -0.00033625192230729161
leaf_weight=145 116 136 102 154 109 117 126 122 118 96 166 96 136 157 180 114 116 132 114 108 111 114 99 98 218 99 123
leaf_count=145 116 136 102 154 109 117 126 122 118 96 166 96 136 157 180 114 116 132 114 108 111 114 99 98 218 99 123
internal_value=0 -0.000278075 -0.000150473 -0.000254661 -0.00146243 -7.9206e-05 -9.83466e-05 0.0011578 -0.000291043 -0.000116237 -0.00156797 0.00242852 -0.000350283 -0.000238968 -0.000348424 -0.000222824 -5.57091e-06 -0.000331824 0.000760542 0.00127796 -0.000682404 -0.000909057 -0.000710669 0.000520239 -0.000503686 -0.000375704 -0.000220635
internal_weight=0 3377 3261 3159 362 226 2797 372 2425 2133 292 218 2015 1879 1783 1626 1125 789 336 222 559 443 501 230 332 321 222
internal_count=3522 3377 3261 3159 362 226 2797 372 2425 2133 292 218 2015 1879 1783 1626 1125 789 336 222 559 443 501 230 332 321 222
is_linear=0
shrinkage=0.0140405


Tree=227
num_leaves=29
num_cat=0
split_feature=0 0 5 5 4 9 5 7 0 0 5 0 9 0 10 9 10 0 9 9 0 9 10 9 0 0 5 10
split_gain=5.92705 10.3631 2.57021 4.32146 8.78064 3.62897 8.18288 2.74855 2.29199 4.3844 1.96286 1.89916 2.84271 2.81472 1.32632 1.90931 1.31151 1.18168 0.964693 0.692082 0.440536 0.818253 0.272173 0.257615 0.224129 0.169216 0.0953061 0.0844969
threshold=11.250000000000002 12.250000000000002 8.5000000000000018 16.500000000000004 1.0000000180025095e-35 1.6171875000000002 12.500000000000002 3.5000000000000004 22.351562500000004 18.625000000000004 5.5000000000000009 19.601562500000004 1.2578125000000002 16.750000000000004 0.44360351562500006 1.1040039062500002 0.39550781250000006 13.847656250000002 1.3969726562500002 0.94799804687500011 16.546875000000004 1.5249023437500002 0.40405273437500006 1.0083007812500002 24.351562500000004 21.648437500000004 1.0000000180025095e-35 0.40258789062500006
decision_type=2 2 2 2 2 2 2 2 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 10 9 -6 20 13 24 17 22 -16 -10 -5 -12 25 -3 23 -9 -22 27 -4 -24 -13
right_child=1 2 3 11 5 6 -8 14 16 -11 18 12 -14 -15 15 -17 -18 -19 -20 -21 21 -23 26 -25 -26 -27 -28 -29
leaf_value=0.0026876508589232175 -0.0040275222511008471 -0.0013874678384937539 -0.00011067316122619811 0.00061669613675299957 0.00032002701068242355 0.00053688687639014154 0.0061216846339924042 0.00017553093668671281 0.0013705096702548119 0.0038607823730602308 -0.0013661524384566187 -0.00040817266872595162 -0.0030866154857542173 0.0016411062060570974 -9.333858156352533e-05 0.0024778214066643791 -0.00081061917752749417 -0.0013318631126481954 -0.0032910688118897679 -0.0018545704686830169 -0.00026321280847811288 0.00074710326149723754 -0.0003795153503162108 -0.0012138115601553062 1.6584791777234715e-05 -0.00085324772865966278 -0.00091751216849342092 -0.00091789325323076776
leaf_weight=151 131 107 120 96 142 101 106 147 95 134 109 119 100 181 134 99 127 170 97 104 99 95 185 130 139 122 100 139
leaf_count=151 131 107 120 96 142 101 106 147 95 134 109 119 100 181 134 99 127 170 97 104 99 95 185 130 139 122 100 139
internal_value=0 -0.000154676 -7.95586e-07 0.0003159 0.000935214 0.00183427 0.00339674 -0.000486055 0.00118482 0.00203909 -0.00114518 -0.000373612 -0.000970857 0.000290439 0.000145321 0.000999129 0.000122747 -0.000628624 -0.00227255 -0.000896683 -0.000606352 -0.000348391 -0.000315182 -0.000802854 -0.00043792 -0.000485029 -0.000568286 -0.00068279
internal_weight=0 3428 3297 1995 1051 705 207 1302 498 276 637 944 497 447 665 233 222 266 206 346 431 324 432 229 397 242 285 258
internal_count=3579 3428 3297 1995 1051 705 207 1302 498 276 637 944 497 447 665 233 222 266 206 346 431 324 432 229 397 242 285 258
is_linear=0
shrinkage=0.0140405


Tree=228
num_leaves=27
num_cat=0
split_feature=1 8 8 10 5 5 4 8 7 1 5 8 8 8 5 10 4 5 10 8 1 1 1 10 8 8
split_gain=5.83197 18.8606 6.48622 19.076 3.69059 5.74795 7.33573 4.22149 5.55946 4.42882 1.31032 2.00559 1.12854 4.12132 2.71497 0.953351 1.56428 1.27093 0.628573 0.623976 0.412318 0.271711 0.928172 0.651363 0.112975 0.168288
threshold=1.6499023437500002 5.9238281250000009 5.9238281250000009 0.55126953125000011 7.5000000000000009 14.500000000000002 1.0000000180025095e-35 3.0625000000000004 2.5000000000000004 9.1523437500000018 5.5000000000000009 2.6357421875000004 4.5566406250000009 3.3085937500000004 19.500000000000004 0.38098144531250006 1.0000000180025095e-35 18.500000000000004 0.42358398437500006 2.0830078125000004 12.050781250000002 8.0507812500000018 5.3496093750000009 0.46093750000000006 2.1875000000000004 4.5566406250000009
decision_type=2 2 2 2 2 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 10 6 19 18 9 -9 21 -12 13 15 -15 -7 20 -18 -8 -6 -17 22 -2 24 -23 -26
right_child=2 -3 3 -5 5 12 7 8 -10 -11 11 -13 -14 14 -16 16 17 -19 -20 -21 -22 23 -24 -25 25 -27
leaf_value=-0.00088598609826799949 0.0002506985301041581 0.0070141585060189441 -0.0061330529701590945 0.0020359818114534353 -2.5658697654596627e-05 0.00038057613615226035 0.00017300364003734782 -0.00033812242423906434 0.0056952127878407682 0.0038181238458476468 -4.8037907052086037e-05 -0.0027093417493992337 -0.0013009383045855115 0.0029838914970390915 -0.00014108687143882725 0.0004718365076997143 -0.0025281123867585352 -0.00067753627056283078 0.0016248125612793357 -0.0013823331661851474 -0.00061965604592951118 -4.8226218170769233e-05 -0.0015527428791777709 0.00064140793072866144 -0.00086885521128798621 -0.00024116827574384409
leaf_weight=157 101 96 123 104 187 166 132 95 119 108 99 128 166 126 97 139 137 157 106 104 134 106 127 143 179 159
leaf_count=157 101 96 123 104 187 166 132 95 119 108 99 128 166 126 97 139 137 157 106 104 134 106 127 143 179 159
internal_value=0 0.0021117 -0.000101638 -0.00239041 7.06841e-05 0.000427675 0.00129785 0.00223756 0.00328561 0.00187308 -0.000605269 -0.00154869 -0.000232325 -4.67706e-05 0.0016246 -0.000555249 -0.00082923 -0.00153988 0.000819608 -0.000510518 -6.39144e-05 -0.000342502 -0.00075385 -0.000182728 -0.000448159 -0.000573582
internal_weight=0 253 3242 227 3015 1973 851 560 322 203 1042 227 1122 956 223 733 567 294 238 291 273 815 228 587 444 338
internal_count=3495 253 3242 227 3015 1973 851 560 322 203 1042 227 1122 956 223 733 567 294 238 291 273 815 228 587 444 338
is_linear=0
shrinkage=0.0140405


Tree=229
num_leaves=27
num_cat=0
split_feature=5 5 9 4 8 9 5 8 7 5 7 9 7 7 5 7 9 8 5 8 8 8 9 9 5 8
split_gain=4.99325 8.63889 20.7271 11.5354 9.97825 7.59846 5.30744 3.12481 2.24301 2.20726 1.38312 1.33061 1.21805 2.09071 1.96786 0.900315 0.77421 0.584572 0.496139 0.432137 0.348913 0.296085 0.287042 0.254716 0.210841 0.0774822
threshold=16.500000000000004 8.5000000000000018 2.0166015625000004 1.0000000180025095e-35 2.5546875000000004 1.6171875000000002 18.500000000000004 3.6376953125000004 3.5000000000000004 5.5000000000000009 5.5000000000000009 1.4101562500000002 1.0000000180025095e-35 2.5000000000000004 12.500000000000002 5.5000000000000009 1.2763671875000002 5.5000000000000009 4.5000000000000009 4.2675781250000009 5.0937500000000009 3.3291015625000004 0.81616210937500011 0.81982421875000011 2.5000000000000004 1.8208007812500002
decision_type=2 2 2 2 2 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 10 12 7 -2 9 17 -3 -11 -5 -14 -15 20 18 19 22 24 21 23 -10 -8 -1 -20
right_child=6 2 -4 5 -6 -7 15 -9 16 11 -12 -13 13 14 -16 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0010472297390839056 -0.001602796495999672 -0.0010738798023581257 0.0068893664753760884 0.0020854906028551874 -0.0053791575184889548 0.0042045813480750096 -0.00034578861824102584 -0.0046486437810012602 -0.00052081667748542584 -0.0014029129491518158 0.00086480978629730918 -0.0034850484345911488 -0.00078606452348633691 0.0026091981607285326 -9.6485102919281366e-06 0.00074729674431117026 0.00047318122507569249 0.00029962490730871337 0.00030993196633082959 -0.0016974455231960226 -0.0014204966428145291 -7.2812465902316577e-07 -0.0015102970438768074 -0.0011020045289761595 -0.0002558366124079965 -0.00024697951774329402
leaf_weight=127 175 171 105 95 100 155 164 107 143 136 126 109 185 107 120 101 262 95 98 105 105 147 97 189 139 99
leaf_count=127 175 171 105 95 100 155 164 107 143 136 126 109 185 107 120 101 262 95 98 105 105 147 97 189 139 99
internal_value=0 4.3964e-05 0.000939207 0.000349247 -0.00154303 0.00148404 -0.00113023 -0.00275849 -0.000695087 -0.00125034 -0.000251405 -0.00232925 0.00065232 0.000321855 0.00122479 -0.000479845 -0.0001303 -0.000683105 -0.000492113 -0.000934747 -0.000684706 -0.00053019 -0.000920732 -0.000750675 -0.000633682 3.00627e-05
internal_weight=0 2574 1164 1059 397 662 988 282 1410 711 297 245 507 412 227 706 699 466 437 371 605 500 240 353 266 197
internal_count=3562 2574 1164 1059 397 662 988 282 1410 711 297 245 507 412 227 706 699 466 437 371 605 500 240 353 266 197
is_linear=0
shrinkage=0.0140405


Tree=230
num_leaves=28
num_cat=0
split_feature=9 5 7 5 8 8 8 10 0 0 0 0 9 5 9 5 7 10 10 8 0 0 9 0 7 10 10
split_gain=7.11898 2.82076 5.63372 7.00989 7.43373 6.20144 3.77179 3.8509 2.84861 2.94286 1.90924 1.54851 1.536 0.854611 1.5299 0.834584 0.868322 0.755925 0.715536 0.486731 0.209354 0.209165 0.170267 0.147265 0.148977 0.11253 0.0195256
threshold=2.2255859375000004 8.5000000000000018 4.5000000000000009 17.500000000000004 2.1787109375000004 3.1171875000000004 5.2050781250000009 0.40258789062500006 16.648437500000004 19.523437500000004 12.652343750000002 14.250000000000002 0.89355468750000011 20.500000000000004 1.0327148437500002 5.5000000000000009 3.5000000000000004 0.43847656250000006 0.48242187500000006 1.6411132812500002 19.710937500000004 20.351562500000004 1.1313476562500002 23.953125000000004 3.5000000000000004 0.41943359375000006 0.42260742187500006
decision_type=2 2 2 2 2 2 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 -3 12 7 -6 -9 -10 -1 -12 19 14 -5 17 -17 23 -19 25 -20 -15 -11 24 -13 -4 -25
right_child=-2 2 5 13 6 -7 -8 8 9 22 11 15 -14 21 -16 16 -18 18 20 -21 -22 -23 -24 26 -26 -27 -28
leaf_value=-0.0022159923054465729 0.0027897608420602094 -0.0016195412407934455 -1.3093497559494894e-05 -0.0012562655771690434 0.0037213162341558567 -0.0039084427466019927 0.0043580167955444803 -0.00054781944266729351 0.0038222109819597882 0.00043403365926182543 0.0013801203737069463 -0.00047865473942793171 0.0011674518409361182 -0.0013183584341625156 0.00096599584493454961 -0.0016984865294797616 -0.00016584690628600071 0.0011390074583608886 -0.00069953427328700937 -0.0014287404474150709 0.00022533618931260465 -0.00055887721964238831 0.0012681993486917517 -0.00050202074781324161 -0.0011303971712035561 -0.00060699449692808497 -0.00026031878098717673
leaf_weight=116 189 118 136 95 141 105 129 146 99 98 96 144 129 141 171 188 119 122 96 104 97 145 95 99 133 117 197
leaf_count=116 189 118 136 95 141 105 129 146 99 98 96 144 129 141 171 188 119 122 96 104 97 145 95 99 133 117 197
internal_value=0 -1.04411e-05 0.000332634 0.000824477 0.00164312 -0.000814168 0.00218689 0.00170317 0.0010535 0.00185415 -0.000490551 -0.000335515 -0.000145652 -0.000400518 0.000172331 -0.000473341 -0.0011044 -0.00025517 0.000297337 -0.000620135 -0.000234703 -0.000933307 0.000844633 -0.000558904 -0.000791585 -0.000287743 -0.000341158
internal_weight=0 3376 1969 1378 826 591 708 579 438 292 1407 1291 486 552 266 1195 307 888 315 357 193 286 193 573 277 253 296
internal_count=3565 3376 1969 1378 826 591 708 579 438 292 1407 1291 486 552 266 1195 307 888 315 357 193 286 193 573 277 253 296
is_linear=0
shrinkage=0.0140405


Tree=231
num_leaves=28
num_cat=0
split_feature=4 5 5 8 0 8 8 5 5 0 0 5 0 0 8 0 9 8 8 9 5 0 5 5 0 0 6
split_gain=5.80107 10.2676 24.2142 23.5108 6.98077 5.22256 2.84833 3.10676 2.30997 2.11222 4.50274 3.71411 1.89088 1.46996 1.27422 0.864595 1.18658 0.848013 1.3123 0.565585 0.533257 0.434146 0.394745 0.210603 0.229629 0.145701 0.167853
threshold=1.0000000180025095e-35 8.5000000000000018 15.500000000000002 5.4179687500000009 12.250000000000002 3.9228515625000004 3.5419921875000004 1.0000000180025095e-35 10.500000000000002 15.750000000000002 12.949218750000002 17.500000000000004 18.031250000000004 20.453125000000004 6.0468750000000009 19.414062500000004 1.0859375000000002 3.5419921875000004 4.5605468750000009 0.61303710937500011 9.5000000000000018 18.031250000000004 4.5000000000000009 5.5000000000000009 21.750000000000004 24.351562500000004 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=4 14 3 5 -1 8 19 -8 -3 10 -4 -11 -7 -10 17 -13 -17 23 -19 25 22 -22 -21 24 -2 26 -6
right_child=1 2 9 -5 6 12 7 -9 13 11 -12 15 -14 -15 -16 16 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28
leaf_value=-0.0043630418888302124 -0.0012170702868557798 0.0026796970849474362 0.00029377753823205149 0.009062126448521399 -0.0011408294758102587 0.0023748730576752374 -0.0004094754353997478 -0.0033321761787471304 -0.0010528799672492382 0.0019243633872890636 -0.0037426400342875058 0.0001965836281985159 0.0051473420401579109 0.0010871044374550095 -0.0022857271357563849 -0.00032662466596482655 -0.0021235391540554011 0.00085196281229231409 -0.00090445926485140983 0.00018945283862961345 -0.00064813011141188332 0.00044886055889798999 0.0014046408360552682 -0.0014401360641805839 -0.0004241491328293973 -0.00010088848432153677 -0.00039180112139453087
leaf_weight=100 136 106 107 108 103 96 163 128 106 132 111 125 98 157 102 149 141 157 180 114 165 125 98 154 153 113 138
leaf_count=100 136 106 107 108 103 96 163 128 106 132 111 125 98 157 102 149 141 157 180 114 165 125 98 154 153 113 138
internal_value=0 0.000382387 0.00111473 0.00306148 -0.000805231 0.00191038 -0.000495047 -0.00169506 0.000929859 -0.000592805 -0.00176146 -0.000127052 0.0037754 0.000224601 -0.000809961 -0.00077955 -0.0012003 -0.000616977 -8.61855e-05 -8.7098e-05 0.000215973 -0.000175289 0.000751191 -0.00102076 -0.000797288 -0.000516877 -0.000711925
internal_weight=0 2318 1436 671 1247 563 1147 291 369 765 218 547 194 263 882 415 290 780 337 856 502 290 212 443 289 354 241
internal_count=3565 2318 1436 671 1247 563 1147 291 369 765 218 547 194 263 882 415 290 780 337 856 502 290 212 443 289 354 241
is_linear=0
shrinkage=0.0140405


Tree=232
num_leaves=27
num_cat=0
split_feature=0 0 10 10 7 0 0 7 1 1 9 1 1 0 0 10 7 9 0 6 1 10 1 9 9 9
split_gain=6.96203 8.82531 5.07312 6.00252 4.72144 5.86303 4.27065 3.11088 7.94094 1.12471 2.57067 1.55643 2.13424 0.829713 0.870257 2.45765 0.823543 0.795368 0.721515 0.436549 0.513961 0.552671 0.406815 0.331744 0.215817 0.0673538
threshold=11.250000000000002 12.152343750000002 0.54345703125000011 0.51904296875000011 2.5000000000000004 17.109375000000004 18.031250000000004 1.0000000180025095e-35 10.449218750000002 2.8505859375000004 1.7016601562500002 4.4492187500000009 8.2500000000000018 17.625000000000004 24.250000000000004 0.36352539062500006 1.5000000000000002 1.3369140625000002 26.046875000000004 1.0000000180025095e-35 15.550781250000002 0.43554687500000006 6.8496093750000009 1.2470703125000002 0.68261718750000011 0.73193359375000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 -4 -5 8 -3 -9 11 -11 17 -14 15 -15 -17 22 24 23 21 -21 -13 25 -16 -18
right_child=1 2 4 6 -6 -7 -8 9 -10 10 -12 12 13 14 18 16 19 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.002951107467756921 -0.0037989748777202312 0.0034618633842995578 -0.0025010793580196172 -0.0046997079674597833 0.003153029146145926 0.002102276809752497 -0.00053244097333519718 -0.0013527456146411911 -0.00080318500199129319 0.0013113801726266662 0.0018638088728873861 -0.00036197254636158462 0.00075007599046355796 0.0013359389384363679 0.000122446744816775 -0.0018406191975130169 -0.00046146054063562515 -0.0025220913028569289 -0.00055691402789111654 -0.0021282561903363307 -0.00025968492397866543 -0.00072791844192850587 -0.0016222235329449541 0.00012912965632303419 0.00094372945516858818 -0.00094503338059303687
leaf_weight=143 130 158 98 99 174 123 95 180 189 110 113 102 162 122 98 126 135 99 151 105 124 118 100 187 177 98
leaf_count=143 130 158 98 99 174 123 95 180 189 110 113 102 162 122 98 126 135 99 151 105 124 118 100 187 177 98
internal_value=0 -0.000211891 -6.80982e-05 -0.00027491 0.00142304 6.09695e-05 -0.00265904 -0.000100637 0.00113883 -0.000287067 -0.000196882 -0.000312502 -0.000406319 -0.000202621 -0.000309724 -0.00053326 -0.000788626 -0.00149113 0.000222878 -0.000615809 -0.000984329 -0.00138727 -0.000985859 -0.000311341 0.000651054 -0.000664852
internal_weight=0 3373 3243 2848 395 221 194 2654 347 2307 2127 2014 1904 1603 1441 1015 893 301 426 767 347 223 202 420 275 233
internal_count=3516 3373 3243 2848 395 221 194 2654 347 2307 2127 2014 1904 1603 1441 1015 893 301 426 767 347 223 202 420 275 233
is_linear=0
shrinkage=0.0140405


Tree=233
num_leaves=29
num_cat=0
split_feature=0 9 7 0 1 0 0 1 1 9 0 1 1 9 1 1 1 0 9 6 9 6 0 9 7 7 1 10
split_gain=3.8442 9.47466 6.5827 6.0368 3.68609 3.27575 2.89352 2.25523 2.2855 3.79477 2.11681 1.9385 1.66057 3.11818 2.22601 1.34122 0.981572 0.783952 0.976129 1.08615 0.866251 1.61006 1.89724 0.851221 0.883036 0.341542 0.130073 0.00374896
threshold=14.601562500000002 1.8378906250000002 1.5000000000000002 14.152343750000002 1.8500976562500002 17.625000000000004 16.953125000000004 3.9501953125000004 7.3496093750000009 1.4121093750000002 16.148437500000004 5.5507812500000009 7.4492187500000009 1.3969726562500002 9.5507812500000018 1.0000000180025095e-35 18.148437500000004 21.351562500000004 0.94799804687500011 1.0000000180025095e-35 0.90527343750000011 1.0000000180025095e-35 24.046875000000004 0.57568359375000011 4.5000000000000009 2.5000000000000004 14.750000000000002 0.45141601562500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 4 15 6 10 -6 9 -9 11 -2 13 -7 -14 -1 17 18 27 -20 23 25 -23 26 -25 -22 -19 -16
right_child=1 2 -4 -5 7 12 -8 8 -10 -11 -12 -13 14 -15 16 -17 -18 20 19 -21 21 22 -24 24 -26 -27 -28 -29
leaf_value=5.5910236474190556e-05 -0.00018004871451593205 0.00026180058705225812 0.0051590232208684845 -0.0039609463017197376 -0.0027882888812061743 0.002343406328734371 0.0030447136121826012 -0.001465681018305675 -0.0018587200869136645 0.002451681632804824 -0.00076433212025279389 0.002176757385608321 -0.0020446338674587291 -0.00087809854033313827 -0.00051566732891021724 0.0024030369940414398 0.00085694835661958397 -0.0011333037410745904 -0.00024675278877682683 0.0016988684183841332 -0.00094823184444714232 -0.0030741362294457344 -0.00054524718881216112 0.00096941949850973155 -0.00060648457876131352 -2.762546379070833e-05 -0.00049311191912675318 -0.00063975860489227075
leaf_weight=95 117 96 124 109 114 127 105 98 142 97 173 167 150 111 95 97 142 99 107 120 119 119 115 182 114 239 170 97
leaf_count=95 117 96 124 109 114 127 105 98 142 97 173 167 150 111 95 97 142 99 107 120 119 119 115 182 114 239 170 97
internal_value=0 0.000221476 0.00302205 -0.000905537 -0.000387591 -9.45596e-06 0.000942915 -0.00108121 -0.000503744 0.000482956 0.000460007 0.00120582 -0.000263602 0.00084094 -0.000404331 0.0012417 -0.000261115 -0.000361854 0.000158512 0.000781769 -0.000550301 -0.000925621 -0.00183131 -0.000157046 0.000362483 -0.000333637 -0.000728722 -0.000578359
internal_weight=0 2888 220 752 643 2668 562 451 337 195 457 284 2106 238 1868 192 1718 1576 419 227 1157 592 234 565 296 358 269 192
internal_count=3640 2888 220 752 643 2668 562 451 337 195 457 284 2106 238 1868 192 1718 1576 419 227 1157 592 234 565 296 358 269 192
is_linear=0
shrinkage=0.0140405


Tree=234
num_leaves=30
num_cat=0
split_feature=8 1 10 7 8 1 9 7 1 1 1 8 7 8 8 1 9 8 8 1 7 10 1 9 1 10 6 1 8
split_gain=8.03715 18.3637 1.90822 7.36243 5.6186 5.30162 2.21834 3.69611 2.08912 3.41252 3.38224 1.87839 1.12538 3.12941 2.6843 1.56276 1.7539 1.11594 3.38799 2.18219 0.706787 1.53875 0.678586 0.525153 0.42081 0.37544 0.294213 0.0948028 0.0503205
threshold=6.1269531250000009 2.1494140625000004 0.54443359375000011 2.5000000000000004 4.9980468750000009 6.3496093750000009 1.2441406250000002 5.5000000000000009 5.7988281250000009 8.0507812500000018 11.101562500000002 5.1621093750000009 1.0000000180025095e-35 2.8828125000000004 3.2890625000000004 5.5507812500000009 0.81982421875000011 2.2197265625000004 1.9375000000000002 12.050781250000002 3.5000000000000004 0.43652343750000006 15.847656250000002 0.61303710937500011 11.550781250000002 0.40747070312500006 1.0000000180025095e-35 13.550781250000002 0.95654296875000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 11 6 -6 12 8 -8 -10 -11 -4 13 -1 15 16 -14 18 23 -20 21 22 -19 27 -25 -22 -12 -17 -29
right_child=1 -3 3 -5 5 -7 7 -9 9 10 26 -13 14 -15 -16 17 -18 20 19 -21 25 -23 -24 24 -26 -27 -28 28 -30
leaf_value=-0.0008373174364328152 0.0072221867025967267 -0.0004008511901652718 -0.0024614810650528856 0.0029755963996111606 -0.0043394093695419914 -0.00019076671278742336 0.0026119279534641605 -0.0010260390853193853 -0.0016110358854806621 0.0033258832135022801 -0.00026400705106965525 0.00033060540089710331 -5.001319019760436e-05 0.0022046855171515552 -0.0023383966201614859 -0.0009654378084826275 -0.0025924816146871157 -0.00019192505548684604 0.0032891300539379153 0.00031819340972178323 -0.0018330079991575156 -0.0012304995050210262 0.0014480535952572145 -0.00030074529074182465 0.00089752347756653851 -0.00066643408286999161 0.00080083632869854481 -0.00026525337791551682 -0.00066795526920098553
leaf_weight=150 98 171 95 167 124 119 144 211 100 112 98 95 100 120 138 118 115 101 99 96 104 161 98 135 101 114 107 114 132
leaf_count=150 98 171 95 167 124 119 144 211 100 112 98 95 100 120 138 118 115 101 99 96 104 161 98 135 101 114 107 114 132
internal_value=0 0.00237632 -0.000145675 0.000824906 -0.000260753 -0.00230777 -8.1047e-05 0.000558077 0.00115389 0.000650389 0.00136377 -0.00106544 -0.000328243 0.000514684 -0.000460103 -0.000296876 -0.00140994 -0.00012258 0.000218728 0.00182652 -0.000592028 -0.00020996 0.000615703 -0.000303802 0.000212073 -0.00122296 0.000291789 -0.000638271 -0.000481337
internal_weight=0 269 3368 357 3011 243 2768 772 561 417 317 190 1996 270 1726 1588 215 1373 795 195 578 360 199 600 236 218 205 364 246
internal_count=3637 269 3368 357 3011 243 2768 772 561 417 317 190 1996 270 1726 1588 215 1373 795 195 578 360 199 600 236 218 205 364 246
is_linear=0
shrinkage=0.0140405


Tree=235
num_leaves=30
num_cat=0
split_feature=0 8 1 9 0 9 8 8 0 7 9 7 0 0 0 7 1 1 1 9 8 8 1 9 6 1 9 6 1
split_gain=19.1984 3.73353 8.76184 7.49611 6.60296 5.77099 5.26228 2.47045 4.30069 3.29992 5.01063 3.03713 1.90314 2.656 1.87372 1.14871 1.05957 3.2997 1.01919 0.671947 0.659423 0.626262 0.785684 0.704643 0.57758 0.423871 0.356421 0.210384 0.139436
threshold=11.250000000000002 4.8242187500000009 6.8496093750000009 1.7143554687500002 17.109375000000004 2.1982421875000004 5.7539062500000009 3.2158203125000004 13.847656250000002 5.5000000000000009 0.81982421875000011 1.0000000180025095e-35 14.847656250000002 16.453125000000004 18.625000000000004 5.5000000000000009 8.2500000000000018 5.3496093750000009 17.148437500000004 0.67065429687500011 4.0097656250000009 3.0029296875000004 12.949218750000002 1.0229492187500002 1.0000000180025095e-35 12.550781250000002 0.95043945312500011 1.0000000180025095e-35 14.250000000000002
decision_type=2 2 2 2 2 2 2 2 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 -5 6 -3 9 -9 12 25 20 -2 -14 -15 16 17 -13 19 28 -10 22 26 -24 -18 -11 -21 -20 -16
right_child=1 2 3 4 -6 -7 -8 8 11 10 -12 15 13 14 18 -17 24 -19 27 21 -22 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=0.0052044968188361329 -0.0020342404309194439 -0.0020782463141977279 -0.0024076423723073557 -0.00053972918285072346 0.0045770029277890281 -0.00011148320574623048 -0.0066126054617396618 0.0030635626057193281 0.00096516789019227445 0.00056836209525226635 0.0036972831631110151 0.0012233443455828474 0.0016255991109560062 -0.0019424126475123971 -0.0011220318233243682 -0.0010389333307543407 7.670488288539438e-05 -0.0023658407437569108 -0.0008131907377711174 -0.00085873207241454514 0.0026151685435484278 -0.00081251665942137037 0.0015020545921756677 1.9397111387684406e-05 0.0014649599003521219 -0.00066348459952260028 0.00030503346824572677 -0.0017336299595979827 -0.00047898714800932647
leaf_weight=134 158 104 116 97 102 97 98 120 96 95 95 102 116 175 110 225 109 100 95 109 95 117 145 112 129 131 99 101 168
leaf_count=134 158 104 116 97 102 97 98 120 96 95 95 102 116 175 110 225 109 100 95 109 95 117 145 112 129 131 99 101 168
internal_value=0 -0.000213248 -0.00120484 0.000429251 0.00208292 -0.00292638 -0.00427808 4.03956e-06 0.000574285 -0.000300758 0.000991651 0.000225321 -0.000576414 -0.000405415 -0.000596802 -0.000222891 0.000194404 -0.00055348 -0.000373807 -0.000165571 0.00178585 0.000105674 0.000336703 0.000855916 0.000829162 -0.000145673 -0.000304824 -0.0012875 -0.000733429
internal_weight=0 3416 614 315 199 299 202 2802 976 1826 321 856 1505 1347 1231 665 440 202 1056 860 191 582 465 257 238 226 208 196 278
internal_count=3550 3416 614 315 199 299 202 2802 976 1826 321 856 1505 1347 1231 665 440 202 1056 860 191 582 465 257 238 226 208 196 278
is_linear=0
shrinkage=0.0140405


Tree=236
num_leaves=29
num_cat=0
split_feature=0 0 10 0 0 1 0 0 10 9 3 5 1 5 9 1 9 10 1 9 6 1 9 5 10 10 0 5
split_gain=10.3395 3.74859 8.50499 2.4648 1.95284 4.5347 4.04383 1.91761 9.33131 2.85884 2.08002 1.6774 3.41739 3.50422 3.23372 2.16757 1.17944 1.01469 0.898977 0.43269 0.561961 0.363652 0.398912 0.626665 0.730809 0.204984 0.0526834 0.00264915
threshold=10.949218750000002 12.750000000000002 0.47460937500000006 13.250000000000002 14.601562500000002 6.8496093750000009 15.347656250000002 17.109375000000004 0.48498535156250006 1.0112304687500002 1.0000000180025095e-35 8.5000000000000018 8.5507812500000018 17.500000000000004 1.2470703125000002 8.3476562500000018 1.6372070312500002 0.43249511718750006 9.7500000000000018 0.80102539062500011 1.0000000180025095e-35 17.046875000000004 0.59082031250000011 14.500000000000002 0.40600585937500006 0.46508789062500006 22.453125000000004 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -6 8 10 18 -8 15 16 14 -14 -11 -13 -17 -9 21 -21 22 26 24 -24 -19 -20 -28
right_child=1 3 -4 4 6 -7 7 9 -10 11 -12 12 13 -15 -16 17 -18 25 19 20 -22 -23 23 -25 -26 -27 27 -29
leaf_value=0.0041927479699232269 0.00086009074340292861 0.0019916068869988346 -0.0045061701044949564 0.00024379488054094509 0.0024034342907527291 -0.0036161530285749024 0.0013906277746662653 -0.0015701938948895877 -0.0038458174467702962 0.0016355404472688006 -0.001016475890809377 0.0005868565297133902 0.0012907657627465919 8.5377822429686818e-05 0.0043857937873586807 -0.0016852767148447145 -0.0015859617639067171 -0.00039374542102517618 -0.00095608683736961601 -0.00048784034445096267 0.0009032408986213706 -0.0011588741099644918 0.0013271577563918053 -0.00086126099542907768 -0.00038789439304485627 0.00037760553819806162 -0.00061980403424952753 -0.00051601363074681172
leaf_weight=111 114 114 119 150 131 100 184 129 148 116 115 98 145 160 123 111 99 183 106 114 115 131 100 104 96 108 95 99
leaf_count=111 114 114 119 150 131 100 184 129 148 116 115 98 145 160 123 111 99 183 106 114 115 131 100 104 96 108 95 99
internal_value=0 -0.000161694 -0.00188062 -3.55098e-05 -0.00011103 -0.00130018 -5.2332e-06 -0.000123014 -0.000962417 4.50919e-05 0.000464819 0.000535572 0.00102524 0.00172961 0.00271125 -5.52452e-05 -0.000505067 -0.000543134 -0.00046971 -0.000321832 0.000210738 -0.00048867 -0.000342342 1.96892e-05 0.000487132 -0.000107471 -0.000704373 -0.000566839
internal_weight=0 3407 233 3174 3060 250 2810 2679 447 2232 299 1143 625 428 268 518 197 402 1089 960 229 731 600 300 196 291 300 194
internal_count=3518 3407 233 3174 3060 250 2810 2679 447 2232 299 1143 625 428 268 518 197 402 1089 960 229 731 600 300 196 291 300 194
is_linear=0
shrinkage=0.0140405


Tree=237
num_leaves=27
num_cat=0
split_feature=10 1 1 8 8 1 1 8 1 8 1 1 8 3 8 10 1 8 8 5 10 8 8 8 10 1
split_gain=5.48222 2.78673 6.1285 3.06636 10.4417 2.96227 2.14568 3.2305 2.51084 7.18769 1.65318 1.40689 2.44511 1.58373 0.918436 0.884504 0.858069 2.1056 1.09511 1.95859 0.636511 0.529325 0.762658 0.220776 0.430829 0.0764208
threshold=0.57861328125000011 2.8505859375000004 1.2500000000000002 5.1171875000000009 5.9492187500000009 0.20001220703125003 6.0996093750000009 3.5419921875000004 8.0507812500000018 3.0986328125000004 4.2500000000000009 11.949218750000002 3.2958984375000004 1.0000000180025095e-35 4.1503906250000009 0.33508300781250006 16.851562500000004 2.6611328125000004 3.4765625000000004 5.5000000000000009 0.45800781250000006 3.0214843750000004 2.6230468750000004 1.6171875000000002 0.41650390625000006 13.949218750000002
decision_type=2 2 2 2 2 2 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 6 -5 -1 7 10 9 -8 -3 12 13 20 -14 -13 18 -18 21 -20 -10 22 23 25 -25 -17
right_child=-2 3 -4 4 -6 -7 8 -9 11 -11 -12 15 14 -15 -16 16 17 -19 19 -21 -22 -23 -24 24 -26 -27
leaf_value=-0.0013768199677201313 0.0026740632188421362 0.0010617977405888797 -0.0035092192861785345 0.0039696697074726338 -0.0012522790967257238 0.0019589387582341958 0.00059648276477082345 0.0025336320397116355 -0.00019427313352030401 -0.0037273904735337458 -0.0011738761034677146 0.0008607161374992111 0.0027591831848802493 0.00090792242341822 0.00082202793108203788 -0.00018883255369109931 -0.0006794412032156479 0.0017221191599264833 -0.00039912361676719464 -0.0027490837444681775 -0.0017590197477368502 0.00058012207507904018 -0.0013701749984045559 -0.00048287985207865679 0.00075200654400975505 -0.00066620856764249134
leaf_weight=107 148 127 143 153 149 103 160 144 103 144 134 117 97 155 96 109 187 117 176 116 102 110 145 115 108 168
leaf_count=107 148 127 143 153 149 103 160 144 103 144 134 117 97 155 96 109 187 117 176 116 102 110 145 115 108 168
internal_value=0 -8.66602e-05 -0.00126733 5.0799e-05 0.00139328 0.00025929 -9.77096e-05 0.000845412 -0.000261995 -0.00145167 -8.60195e-05 -8.30441e-05 0.00052053 -0.000163062 0.00179562 -0.000310412 -0.000411835 0.000244844 -0.000602504 -0.00133267 -0.00097283 -0.000320109 -0.000473637 -0.000213641 0.000115182 -0.00047836
internal_weight=0 3385 353 3032 302 210 2730 405 2325 304 261 2021 553 360 193 1468 1351 304 1047 292 205 755 645 500 223 277
internal_count=3533 3385 353 3032 302 210 2730 405 2325 304 261 2021 553 360 193 1468 1351 304 1047 292 205 755 645 500 223 277
is_linear=0
shrinkage=0.0140405


Tree=238
num_leaves=29
num_cat=0
split_feature=0 0 9 8 1 1 0 1 1 8 1 9 10 1 10 1 10 10 1 1 3 8 9 1 10 0 4 1
split_gain=8.8562 7.6447 3.48855 9.25049 3.55656 3.86575 3.08311 1.55746 4.53526 3.4501 2.07065 3.00297 2.45508 0.976776 2.68778 1.38741 1.04402 0.556573 2.34733 0.901474 0.818022 0.815241 0.552351 0.28661 0.251925 0.136686 0.116545 0.110377
threshold=11.250000000000002 12.152343750000002 2.2431640625000004 6.0468750000000009 2.5996093750000004 3.2500000000000004 14.152343750000002 4.8496093750000009 5.9492187500000009 5.3222656250000009 8.0507812500000018 1.5166015625000002 0.47045898437500006 10.449218750000002 0.46850585937500006 11.250000000000002 0.34899902343750006 0.42944335937500006 14.449218750000002 13.199218750000002 1.0000000180025095e-35 3.0439453125000004 1.1396484375000002 17.046875000000004 0.43359375000000006 24.648437500000004 1.0000000180025095e-35 15.347656250000002
decision_type=2 2 2 2 2 2 2 2 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 -3 -6 -7 -8 -9 10 12 13 22 14 -12 -15 -17 18 20 -19 -18 23 -10 26 -21 27 -20 -26
right_child=1 2 -4 -5 5 6 7 8 9 -11 11 -13 -14 15 -16 16 17 19 21 24 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.003586807822720361 -0.0036278757692823974 -0.001986453592224692 -0.0024804204461829865 0.0039729820501646388 0.0027492980968926084 0.001821883271532715 -0.0017859106735522204 0.0022265479291259504 -0.001245814136163691 0.0022895140764767857 0.00015747137161480816 0.001955475465435143 -0.0032848026866780394 0.0014283438441038863 -0.002977358397472968 0.00083901564008647149 -0.0025057351736232484 0.00068341753484626642 -0.00054332560516250604 -3.7730755290507647e-05 -0.00096858305229398606 0.00083584851787678696 0.00020966038039510826 -0.0010154590333934625 -0.0012061432986748908 -0.000252692900717484 0.0001005620377088607 -0.00057976700395190566
leaf_weight=130 120 182 110 115 100 162 113 155 112 101 123 120 97 95 96 140 136 189 95 182 137 132 95 120 108 97 133 114
leaf_count=130 120 182 110 115 100 162 113 155 112 101 123 120 97 95 96 140 136 189 95 182 137 132 95 120 108 97 133 114
internal_value=0 -0.000145704 -2.13037e-05 6.19535e-05 -8.1559e-05 3.58837e-05 -5.92571e-05 -0.000172545 -0.0001018 -0.000250806 -0.00036135 -0.00019854 -0.00144158 -0.000334798 -0.0012167 -0.000219699 -0.000318602 -0.000430914 -0.000694874 -0.000142854 -0.00173434 -0.000103676 -0.000577843 -0.000460047 -0.000454561 -0.000692377 -0.000167724 -0.000884491
internal_weight=0 3479 3359 3249 3134 2952 2852 2690 2577 2422 2321 2017 304 1897 219 1678 1583 1443 753 690 273 480 207 348 501 319 228 222
internal_count=3609 3479 3359 3249 3134 2952 2852 2690 2577 2422 2321 2017 304 1897 219 1678 1583 1443 753 690 273 480 207 348 501 319 228 222
is_linear=0
shrinkage=0.0140405


Tree=239
num_leaves=29
num_cat=0
split_feature=9 5 5 0 0 0 8 1 9 1 1 1 8 9 0 9 8 5 5 9 1 8 1 0 9 1 9 8
split_gain=5.18505 16.9896 10.6561 6.85317 1.95392 2.51296 1.90044 1.87813 3.37404 3.54963 1.89545 2.57715 2.44855 1.87098 1.62671 1.7713 1.44561 0.662678 1.59789 2.45046 1.4134 0.61172 0.608681 0.538624 1.25513 0.380289 0.224952 0.18273
threshold=1.8798828125000002 9.5000000000000018 17.500000000000004 11.347656250000002 12.449218750000002 14.949218750000002 3.5615234375000004 2.8505859375000004 1.5976562500000002 7.8496093750000009 6.0996093750000009 10.449218750000002 3.0986328125000004 1.0961914062500002 21.351562500000004 1.2470703125000002 2.4150390625000004 15.500000000000002 8.5000000000000018 0.62402343750000011 14.847656250000002 2.1835937500000004 14.449218750000002 23.046875000000004 0.91528320312500011 8.7500000000000018 0.89770507812500011 2.8828125000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 16 -7 10 -10 13 12 25 -9 15 21 -6 18 22 -20 -21 -13 27 -19 -25 -12 -24 -16
right_child=1 2 -4 4 5 7 -8 8 9 -11 11 14 -14 -15 17 -17 -18 23 19 20 -22 -23 26 24 -26 -27 -28 -29
leaf_value=-0.0038503589482522882 -0.0017023614601547467 0.0064446299157211676 0.00055256838125095748 0.001799412008937278 -0.0015771712671128865 -0.0018418438868924181 -0.0026711782543843484 0.0001227157759435208 0.0002660415876362333 0.0036413171561132198 0.00039430301956121645 0.00084815405961662105 -0.002524202003455872 0.0026682915709215229 0.00048051170261275198 0.0024180997315981652 0.00081213011076618441 0.00014915735370368759 -0.00096009868101867206 0.00034616276698597675 0.0025983218253531333 -0.00039373812790323128 -0.00057378726839014277 -0.00024401144539662435 -0.0022915913691458358 -0.00082410944943440805 -0.0013999408822668018 -0.00027801331837195502
leaf_weight=95 186 141 106 112 104 99 119 142 148 105 101 174 164 95 96 102 96 98 109 98 125 142 139 144 100 101 122 180
leaf_count=95 186 141 106 112 104 99 119 142 148 105 101 174 164 95 96 102 96 98 109 98 125 142 139 144 100 101 122 180
internal_value=0 0.0015026 0.00391605 -0.000137313 -2.03177e-05 -9.05243e-05 -0.00126624 5.46205e-05 0.000130174 0.00166685 -4.40101e-05 -0.000185035 -0.00124967 0.00114309 5.41656e-05 0.000809364 -0.000430307 -0.000206506 -4.59227e-07 0.000765251 0.00160858 0.000290089 -0.000473859 -0.000730057 -0.00108318 -0.000214903 -0.000959959 -1.41785e-05
internal_weight=0 433 247 3110 3015 2903 319 2584 2485 253 2232 1995 366 237 1629 418 200 1211 869 332 223 316 537 342 244 202 261 276
internal_count=3543 433 247 3110 3015 2903 319 2584 2485 253 2232 1995 366 237 1629 418 200 1211 869 332 223 316 537 342 244 202 261 276
is_linear=0
shrinkage=0.0140405


Tree=240
num_leaves=27
num_cat=0
split_feature=8 0 0 0 1 1 1 0 10 1 1 0 0 6 7 1 8 6 8 8 8 6 1 0 0 7
split_gain=9.08402 11.2083 14.8729 4.00682 1.22385 2.3487 1.80201 1.96881 1.77278 1.42404 2.30272 1.35493 3.03351 0.781092 0.694938 0.670599 1.1876 0.921805 0.606367 1.61644 1.32269 1.15703 0.655944 0.304136 0.112448 0.0820854
threshold=5.4570312500000009 12.949218750000002 14.601562500000002 12.250000000000002 7.0507812500000009 2.8505859375000004 8.0507812500000018 16.046875000000004 0.44250488281250006 4.2500000000000009 5.4492187500000009 20.851562500000004 21.351562500000004 1.0000000180025095e-35 1.0000000180025095e-35 10.847656250000002 3.7246093750000004 1.0000000180025095e-35 2.5097656250000004 3.0625000000000004 1.3320312500000002 1.0000000180025095e-35 14.050781250000002 23.953125000000004 23.851562500000004 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=3 -2 -3 -1 5 -5 8 -8 -6 -7 -11 15 -13 -12 -14 16 -9 -17 20 23 24 25 -22 -20 -16 -21
right_child=1 2 -4 4 6 9 7 11 -10 10 13 12 14 -15 18 17 -18 -19 19 21 22 -23 -24 -25 -26 -27
leaf_value=-0.0023064771076984755 0.0055809842529739575 -0.0035447834478409858 0.0030188179163179707 -0.00075409090284793759 -5.7747687632575034e-05 0.0023028312268257023 0.0016498163571923717 -0.0024480929395178782 -0.0027493699746498667 -0.00093992667067232605 0.00057160672557324201 0.0021316246704845545 0.0007658238033842826 0.002290526038476372 -0.00094262720575889942 -0.0011154546896598567 -0.00026224235042896958 0.00046363955854339194 -0.00092030673888732195 -0.00079590748859057858 0.0016931177103753029 0.0011618477574278827 0.00028961191597299971 -0.0019350792703553264 -0.0003285859659146865 -0.00028064532513281942
leaf_weight=147 130 107 187 181 98 142 139 98 95 119 96 136 170 114 111 140 98 152 119 97 104 127 178 114 125 164
leaf_count=147 130 107 187 181 98 142 139 98 95 119 96 136 170 114 111 140 98 152 119 97 104 127 178 114 125 164
internal_value=0 0.00214801 0.000630024 -4.47109e-05 6.92691e-05 0.000605298 -8.50316e-05 3.58363e-05 -0.00138264 0.0011277 0.000620495 -8.02234e-05 0.0001358 0.00150473 -7.1558e-05 -0.000719884 -0.00135517 -0.00029346 -0.00019654 -0.000492415 0.000158167 6.26954e-05 0.000807217 -0.0014168 -0.000617393 -0.000472141
internal_weight=0 424 294 3064 2917 652 2265 2072 193 471 329 1933 1445 210 1309 488 196 292 1139 621 518 388 282 233 236 261
internal_count=3488 424 294 3064 2917 652 2265 2072 193 471 329 1933 1445 210 1309 488 196 292 1139 621 518 388 282 233 236 261
is_linear=0
shrinkage=0.0140405


Tree=241
num_leaves=28
num_cat=0
split_feature=9 0 8 0 8 9 8 0 9 0 0 0 9 0 0 0 8 9 9 10 0 6 0 4 8 0 8
split_gain=15.4814 1.78274 2.84087 3.64442 2.26481 1.76288 1.57105 0.838057 2.85432 1.48542 1.76909 2.58934 1.70364 1.19719 1.38994 1.32879 1.02809 0.67195 0.531963 0.389815 0.34179 0.625859 0.521777 0.212349 0.150749 0.151715 0.100622
threshold=2.2753906250000004 11.347656250000002 5.9492187500000009 12.347656250000002 5.2050781250000009 1.0039062500000002 2.8525390625000004 14.750000000000002 1.2373046875000002 19.007812500000004 16.648437500000004 15.652343750000002 1.5385742187500002 20.148437500000004 21.953125000000004 25.750000000000004 4.1347656250000009 0.66088867187500011 1.1723632812500002 0.46752929687500006 22.046875000000004 1.0000000180025095e-35 18.625000000000004 1.0000000180025095e-35 0.94189453125000011 20.953125000000004 1.0805664062500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 17 8 -7 10 11 -9 -12 -11 19 16 18 23 -16 -15 22 -22 -19 24 -5 -26 -27
right_child=-2 2 -4 4 -6 7 -8 9 -10 13 12 -13 -14 14 15 -17 -18 20 -20 -21 21 -23 -24 -25 25 26 -28
leaf_value=-0.0018117202289182534 0.0046950114010470148 0.0025141684294342189 -0.0019033047751836993 -0.00081399272169494906 -0.001852893592288228 -0.0021915175481917524 -0.0017479909919908602 0.0017524776016958499 0.00098290319833978668 -0.001208660167144825 0.00095101548534543348 -0.0014053445240676901 0.0032684652974269679 0.0018989091130848744 -0.00048759968559069881 0.0013740064506232931 -0.0011933488417465129 0.00032629496905493122 0.00090596406847619866 0.00066188464211418177 -0.00029646619238617047 0.0011991523306742618 -0.00077943802059870181 -0.0010355357134424676 -0.00071436041078714024 -0.00031559568138798846 0.00029094954013274591
leaf_weight=131 132 106 171 136 144 106 156 95 118 126 176 111 97 98 108 96 197 184 108 103 100 123 155 148 98 123 96
leaf_count=131 132 106 171 136 144 106 156 95 118 126 176 111 97 98 108 96 197 184 108 103 100 123 155 148 98 123 96
internal_value=0 -0.000205577 -0.000141409 -4.44709e-05 -0.000134816 -4.82508e-05 -0.00042492 0.000274573 -0.000519278 0.000409799 0.00103322 5.09327e-05 0.00177443 5.26008e-05 0.00027643 -0.000113952 -0.000459822 -0.000247448 0.000209182 0.00126501 0.000101556 0.000528471 -0.000179276 -0.000573805 -0.000422952 -0.000255187 -4.97128e-05
internal_weight=0 3410 3279 3108 3002 2858 1319 1539 224 1315 479 206 273 836 710 509 413 1163 216 201 562 223 339 601 453 317 219
internal_count=3542 3410 3279 3108 3002 2858 1319 1539 224 1315 479 206 273 836 710 509 413 1163 216 201 562 223 339 601 453 317 219
is_linear=0
shrinkage=0.0140405


Tree=242
num_leaves=28
num_cat=0
split_feature=0 0 9 0 0 9 0 9 9 1 1 1 1 0 5 9 5 1 5 9 5 9 0 0 0 9 0
split_gain=24.8205 6.70361 4.72568 3.13328 3.12596 12.2796 5.86097 5.78202 2.44768 2.36676 1.53584 1.56282 1.31729 3.4003 1.26177 2.51607 4.48521 3.33162 0.914845 0.910304 0.734512 0.398791 0.358166 0.281053 0.130831 0.128572 0.0572333
threshold=10.949218750000002 12.652343750000002 1.7509765625000002 13.050781250000002 16.750000000000004 1.6171875000000002 20.351562500000004 1.5166015625000002 1.1752929687500002 7.8496093750000009 6.0996093750000009 9.7500000000000018 7.2500000000000009 14.949218750000002 8.5000000000000018 0.80102539062500011 15.500000000000002 14.652343750000002 18.500000000000004 1.1621093750000002 5.5000000000000009 0.75537109375000011 23.648437500000004 22.351562500000004 23.148437500000004 0.97216796875000011 24.750000000000004
decision_type=2 2 2 2 2 2 2 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 -3 7 10 -7 8 9 -5 -6 19 13 -9 20 22 17 -17 -18 -12 24 -22 23 -16 25 -13 -26
right_child=1 3 -4 4 5 6 -8 12 -10 -11 11 14 -14 -15 15 16 18 -19 -20 -21 21 -23 -24 -25 26 -27 -28
leaf_value=0.0061005047977590529 -0.0006204727098721803 0.0024198412986805263 -0.0048050883696999901 -0.0013519973147598054 0.0012670553920363242 0.0013497083505295358 0.0055077437352165489 0.00022400873854494527 0.0021702232298882016 0.0013557460680433543 -0.00059354722060830478 -0.00026772423085082094 -0.0034400688190754508 -0.0031689689365777935 -0.00064194486063238803 0.00078805099806996716 -0.0014240031241328874 0.0041506736489135172 0.00027265698153532093 -0.0023065356180604589 -0.00067641208623182251 -0.0019496445227933541 -0.0010599437065463913 0.00029375713681277233 -2.6034092481468564e-05 -0.00097436005522404828 -0.00041477273227234014
leaf_weight=130 115 103 99 175 132 178 107 109 103 100 141 109 112 125 149 130 101 105 165 108 96 98 180 110 237 95 109
leaf_count=130 115 103 99 175 132 178 107 109 103 100 141 109 112 125 149 130 101 105 165 108 96 98 180 110 237 95 109
internal_value=0 -0.000151014 -0.00255635 1.10072e-05 -6.97052e-05 0.000178813 0.0029108 -0.000876359 0.000324095 -0.000367363 -0.000198241 -0.000298302 -0.00218784 -0.00158848 -0.000144787 0.000197133 0.000877109 0.0022905 -0.000371564 -0.00133653 -0.000576784 -0.00131959 -0.000578876 -0.000244542 -0.000314775 -0.000596795 -0.000148498
internal_weight=0 3391 214 3177 3074 2350 285 724 378 275 2065 1933 346 234 1684 940 501 235 266 249 744 194 439 259 550 204 346
internal_count=3521 3391 214 3177 3074 2350 285 724 378 275 2065 1933 346 234 1684 940 501 235 266 249 744 194 439 259 550 204 346
is_linear=0
shrinkage=0.0140405


Tree=243
num_leaves=27
num_cat=0
split_feature=0 0 9 10 7 5 5 1 9 10 1 5 1 5 4 9 7 1 7 9 9 9 1 1 0 0
split_gain=17.8235 11.6941 4.44944 3.60368 2.2614 6.55395 11.214 3.81141 2.48078 6.57988 1.9964 1.36364 1.24371 1.1515 1.70181 4.41325 1.01864 1.22353 0.928083 0.914294 1.77977 0.531844 0.605885 0.526146 0.408226 0.275795
threshold=11.250000000000002 11.847656250000002 2.2431640625000004 0.56933593750000011 3.5000000000000004 8.5000000000000018 16.500000000000004 2.4501953125000004 1.2470703125000002 0.47045898437500006 4.2500000000000009 5.5000000000000009 14.652343750000002 13.500000000000002 1.0000000180025095e-35 1.0395507812500002 2.5000000000000004 10.847656250000002 4.5000000000000009 1.0795898437500002 0.76171875000000011 1.3969726562500002 12.449218750000002 10.847656250000002 19.820312500000004 23.648437500000004
decision_type=2 2 2 2 2 2 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 11 8 -6 12 -10 -9 21 -7 14 19 -16 17 -8 -15 20 25 22 -3 -20 -13 -12
right_child=1 2 -4 -5 7 6 16 10 9 -11 13 24 -14 18 15 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0049717223776071014 -0.004935596367103532 0.00099257386801252651 -0.0025759505951527379 0.0021178513581946311 -0.0030103291764472409 0.00061911150507489455 -2.4413409655434583e-05 0.0016576806770912005 0.0056791546260756146 0.0011856523974858688 -0.00089142498161277482 -0.00098754130504861244 0.0024873024869040399 -0.0018648778328409622 -0.00082842849115459267 0.0032347391450980216 0.00062149806481129842 -0.0016526900282926977 -0.0012486631717505861 -0.0011263382598076714 0.0016140427886016373 -0.00097540721842512041 -0.00044999886723617145 -1.5191460082287476e-06 -0.0022114411485665984 3.2434573232257297e-05
leaf_weight=142 96 95 124 171 101 141 179 107 130 127 182 96 140 141 114 98 124 185 107 223 100 137 145 177 122 98
leaf_count=142 96 95 124 171 101 141 179 107 130 127 182 96 140 141 114 98 124 185 107 223 100 137 145 177 122 98
internal_value=0 -0.00010367 3.42213e-05 0.000134117 2.35861e-05 0.000383805 0.00106368 -0.000379669 0.00246168 0.00345863 -0.000182419 -0.000788548 0.00154988 -0.000341202 -3.22286e-05 0.00104983 -0.000477565 -0.000851972 -0.000933703 -0.000412653 6.16716e-06 -0.000277417 0.00012102 -0.000471394 -0.00167248 -0.000568074
internal_weight=0 3460 3364 3240 3069 1621 1026 1448 538 257 1347 595 281 1240 815 212 488 364 425 603 380 377 240 284 218 280
internal_count=3602 3460 3364 3240 3069 1621 1026 1448 538 257 1347 595 281 1240 815 212 488 364 425 603 380 377 240 284 218 280
is_linear=0
shrinkage=0.0140405


Tree=244
num_leaves=29
num_cat=0
split_feature=0 8 1 8 8 8 7 1 1 0 0 0 8 1 7 0 8 10 8 7 9 10 10 8 8 9 6 9
split_gain=12.7939 5.85803 4.06312 10.2976 6.04769 2.92427 3.47188 2.34341 5.49472 3.09023 1.33551 2.49421 1.6553 1.79363 1.5698 1.63781 1.3916 3.05631 1.3419 1.14295 0.668994 0.375828 1.16287 0.662984 0.316348 0.295536 0.333115 0.156307
threshold=10.949218750000002 7.0742187500000009 0.50000000000000011 5.9492187500000009 5.4570312500000009 4.6464843750000009 2.5000000000000004 2.8505859375000004 4.5507812500000009 15.750000000000002 16.046875000000004 20.453125000000004 1.9814453125000002 8.0507812500000018 3.5000000000000004 18.031250000000004 3.1035156250000004 0.40258789062500006 3.8964843750000004 1.5000000000000002 1.0942382812500002 0.41943359375000006 0.44360351562500006 2.6982421875000004 1.7592773437500002 0.60742187500000011 1.0000000180025095e-35 0.77099609375000011
decision_type=2 2 2 2 2 2 2 2 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 5 7 -7 -4 9 -9 12 14 -10 -14 19 -16 20 -18 -19 -12 21 23 -23 25 -24 26 -13 -27
right_child=1 -3 3 -5 -6 6 -8 8 10 -11 11 16 13 -15 15 -17 17 18 -20 -21 -22 22 24 -25 -26 27 -28 -29
leaf_value=0.0045208945611664572 0.002470500535362448 -0.0035624204907605535 -0.0018971836964594916 -0.0037833835631969986 0.0031498950042788869 -0.0028625549435824173 0.00040340039221912208 0.00057628713161745465 -0.00074375624085099847 0.0040419961816761845 -0.00081203501460653648 -0.00011269877861204312 0.0002763832901084189 0.0028339676929639438 -0.0012141097618019612 0.0010433129881320961 0.002981349943766511 0.0013367021565179409 -0.00048238812322495963 -0.002478642653223288 0.00095084409180934773 0.0012416897728787211 5.1155769204976479e-06 -0.0015506233807509357 -0.0010689881084780929 0.0003380082946684216 -0.0011139869847617803 -0.0003656146603497341
leaf_weight=120 122 96 117 146 118 154 110 99 95 104 169 131 115 102 133 121 97 124 225 156 97 116 115 96 102 155 131 104
leaf_count=120 122 96 117 146 118 154 110 99 95 104 169 131 115 102 133 121 97 124 225 156 97 116 115 96 102 155 131 104
internal_value=0 -0.000142666 -4.4784e-05 -0.00013973 3.26531e-05 -9.12804e-05 -0.00150174 4.64273e-05 0.000134329 0.00235182 -5.44925e-05 -0.000183447 0.000801897 0.00147857 -0.000965696 -0.000138723 0.000119917 0.000776692 0.000163936 -0.00161201 -0.000159856 -0.000273264 0.000106869 -0.000478425 -0.000499763 -0.000280861 -0.000613343 5.54724e-05
internal_weight=0 3450 3354 3232 3086 2968 264 2704 2587 203 2384 2072 312 217 579 254 1493 446 349 325 1047 950 333 617 217 521 262 259
internal_count=3570 3450 3354 3232 3086 2968 264 2704 2587 203 2384 2072 312 217 579 254 1493 446 349 325 1047 950 333 617 217 521 262 259
is_linear=0
shrinkage=0.0140405


Tree=245
num_leaves=29
num_cat=0
split_feature=0 5 5 4 9 9 1 0 0 1 9 0 5 4 1 9 9 9 0 0 1 3 1 9 3 0 9 1
split_gain=18.447 5.85597 6.25779 12.0717 16.7428 5.40292 2.97304 3.11847 3.90503 2.80812 1.0687 0.983312 0.944134 0.758831 0.712778 2.28815 1.45954 0.676304 0.667029 0.449003 0.418518 0.30936 0.302571 0.123079 0.0905465 0.0457352 0.0207293 0.00467195
threshold=11.250000000000002 8.5000000000000018 16.500000000000004 1.0000000180025095e-35 1.8159179687500002 1.9047851562500002 15.347656250000002 21.750000000000004 18.328125000000004 5.4492187500000009 1.9384765625000002 16.148437500000004 4.5000000000000009 1.0000000180025095e-35 8.2500000000000018 1.2280273437500002 1.5502929687500002 0.74169921875000011 16.046875000000004 14.750000000000002 15.949218750000002 1.0000000180025095e-35 10.550781250000002 1.0083007812500002 1.0000000180025095e-35 22.648437500000004 1.0961914062500002 6.6503906250000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 9 6 11 7 8 27 -3 14 19 22 -14 16 20 18 -11 -4 -2 21 -16 -13 -15 25 -24 -26 -5
right_child=1 2 10 4 -6 -7 -8 -9 -10 17 -12 12 13 23 15 -17 -18 -19 -20 -21 -22 -23 24 -25 26 -27 -28 -29
leaf_value=0.0053077099434749057 -4.4231069938200878e-05 -0.0027913639206661855 -0.00072524525670369358 0.00020253340661246328 0.0065522096157920396 -0.0034783275391943418 0.0029794846077264799 -0.0012791115078176567 0.0033033170305719274 -0.0005507630683395904 -0.0016701931068038912 0.00030545101676203348 -0.00018903126788765513 -0.0011505496567492696 -0.00099049111207160723 0.0018916431003488227 -0.0019443669023830787 0.00090571812465670913 0.00087748988640439082 0.0011708037907192182 0.00034661989240948322 -3.5996258917483311e-05 -0.00083837391639590274 -0.0017804145914383405 -5.5564837564511675e-05 -0.00043624588751584232 -0.00031801387568339263 6.4371257145936215e-05
leaf_weight=138 157 100 106 96 147 120 147 118 127 182 99 158 120 99 171 120 112 96 99 97 130 110 96 160 95 133 158 97
leaf_count=138 157 100 106 96 147 120 147 118 127 182 99 158 120 99 171 120 112 96 99 97 130 110 96 160 95 133 158 97
internal_value=0 7.26404e-05 0.000548667 0.00126397 0.00231616 -0.000630293 0.00125172 0.000671857 0.00139128 -0.000773615 -0.000289756 -0.000361822 -0.000556646 -0.00111202 -0.000128596 0.000185921 -0.000655437 -4.78055e-05 4.87585e-05 0.000419778 -0.0003121 -0.000616845 -0.000227763 -0.00153966 -0.000402551 -0.000604824 -0.000219466 0.000133094
internal_weight=0 3450 2057 1110 732 1393 585 438 320 378 947 1273 1019 379 848 531 317 278 205 254 411 281 640 259 482 229 253 193
internal_count=3588 3450 2057 1110 732 1393 585 438 320 378 947 1273 1019 379 848 531 317 278 205 254 411 281 640 259 482 229 253 193
is_linear=0
shrinkage=0.0140405


Tree=246
num_leaves=28
num_cat=0
split_feature=0 0 8 9 6 9 8 0 0 10 10 10 0 9 8 3 0 0 8 8 10 0 9 10 0 8 1
split_gain=5.58399 5.88151 11.6159 7.63443 4.85673 1.40709 2.67392 1.36039 1.467 1.3628 1.29774 3.09763 2.18353 1.06582 1.45991 1.67355 1.14168 1.06519 0.709634 0.626043 0.562596 0.487407 0.349499 0.308015 0.452443 0.406993 0.350617
threshold=11.250000000000002 17.109375000000004 5.2519531250000009 1.8740234375000002 1.0000000180025095e-35 0.95947265625000011 2.5468750000000004 21.453125000000004 25.351562500000004 0.40148925781250006 0.46752929687500006 0.41748046875000006 20.148437500000004 1.5771484375000002 2.6826171875000004 1.0000000180025095e-35 13.847656250000002 14.949218750000002 3.6269531250000004 4.6074218750000009 0.34899902343750006 24.351562500000004 0.68261718750000011 0.40747070312500006 20.453125000000004 1.3007812500000002 15.250000000000002
decision_type=2 2 2 2 2 2 2 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 5 -4 20 -7 10 9 -9 11 -8 -12 14 15 -2 -16 -17 -18 -11 -3 23 -23 26 -25 -26 -22
right_child=1 3 4 -5 -6 6 7 8 -10 19 12 -13 -14 -15 16 17 18 -19 -20 -21 21 22 -24 24 25 -27 -28
leaf_value=0.0024806153601415852 -0.001730659641978689 0.00058728477504771664 -0.0014102894367083779 0.0036392328141352957 -0.0049536034759140391 0.0024442011863241775 -0.00021964686008982154 -0.0019109253461879188 0.0012394799681860731 -0.00082634622405860407 -0.0010525379537640398 0.0030606937873156452 0.0016442765363437846 -0.0011640749094406404 0.0020222994982698134 -0.00078064867402292991 -0.00063591012069132797 0.0012151043169089835 0.0010042957609203086 0.00035661000503800413 -0.0017305696282884976 -0.000461521992383047 0.00052986319326913972 -0.0011182868943510524 -0.00068091269313339474 0.00050822243205359853 -0.00066016027821906109
leaf_weight=156 142 102 137 119 172 106 113 128 95 172 157 114 95 177 98 103 104 108 104 181 106 163 123 136 115 112 140
leaf_count=156 142 102 137 119 172 106 113 128 95 172 157 114 95 177 98 103 104 108 104 181 106 163 123 136 115 112 140
internal_value=0 -0.000235655 -0.00105651 0.000177116 -0.00338262 -1.37982e-05 0.00031844 0.000104857 -0.000354918 -0.00066982 0.000657739 0.00142775 -3.58817e-05 -0.000196738 6.30778e-05 -0.000552207 0.000772868 0.000240874 0.000184193 -0.000219788 -0.000400688 -0.000513284 -3.5157e-05 -0.000737822 -0.000477882 -9.42029e-05 -0.00112139
internal_weight=0 3422 1145 2277 309 2158 1161 1055 576 481 479 227 252 836 659 353 306 211 208 353 997 895 286 609 363 227 246
internal_count=3578 3422 1145 2277 309 2158 1161 1055 576 481 479 227 252 836 659 353 306 211 208 353 997 895 286 609 363 227 246
is_linear=0
shrinkage=0.0140405


Tree=247
num_leaves=30
num_cat=0
split_feature=9 1 9 1 8 7 5 7 9 10 1 1 9 5 1 8 7 5 9 10 8 8 9 1 4 5 1 9 7
split_gain=2.29924 1.46679 5.51728 3.38094 5.65252 4.55023 2.4704 1.926 3.21079 3.74555 4.27061 2.00901 1.22593 2.80935 3.32783 3.795 1.82946 1.51519 1.20787 1.20614 1.04752 0.446426 0.435232 0.350757 0.21541 0.330003 0.122542 0.0756946 0.143732
threshold=2.3369140625000004 9.7500000000000018 1.5590820312500002 3.1494140625000004 6.0078125000000009 4.5000000000000009 8.5000000000000018 4.5000000000000009 1.0395507812500002 0.46850585937500006 6.8496093750000009 8.0507812500000018 0.81103515625000011 9.5000000000000018 16.953125000000004 3.5537109375000004 1.5000000000000002 5.5000000000000009 1.3969726562500002 0.49340820312500006 1.9262695312500002 2.4316406250000004 1.1313476562500002 14.050781250000002 1.0000000180025095e-35 11.500000000000002 12.152343750000002 0.57568359375000011 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
left_child=1 3 12 5 7 6 -1 8 -5 18 -11 -12 21 17 15 16 -15 22 -10 20 -9 24 -14 -18 26 -26 -3 28 -28
right_child=-2 2 -4 4 -6 -7 -8 19 9 10 11 -13 13 14 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30
leaf_value=-0.00020250423105748811 0.001796954304358705 0.00016273755627951733 0.0031588567444957886 -0.003103419132926436 -0.0040347254059388974 -0.001743250375223507 0.0024938342190178151 0.00063087236795255209 0.0020218826465239234 0.00041287493010658873 -0.0042144746230613822 -0.0015263162434905708 0.00057765355741686301 0.0026012419203084239 0.0030973048548141053 -0.0019721989594770192 0.00084803938363681229 -0.0017819126374862939 -5.4263189415434203e-05 0.0015027793720633386 -0.0013928899265382231 -0.0014731277952453681 -0.0004439001602784047 -0.00028316756066401984 -0.0002293265744074441 -0.0013638577440521513 -0.00057959331741410541 -0.00071074240861511635 9.7046425227806057e-05
leaf_weight=106 114 96 105 122 106 121 182 105 95 143 97 126 124 105 106 107 122 148 132 107 97 97 244 97 95 108 134 109 115
leaf_count=106 114 96 105 122 106 121 182 105 95 143 97 126 124 105 106 107 122 148 132 107 97 97 244 97 95 108 134 109 115
internal_value=0 -0.0002297 2.99989e-05 -0.000552341 -0.000948258 0.000541514 0.00150143 -0.000628761 -0.00102906 -0.000602298 -0.00148109 -0.0026956 -0.000151811 0.000157652 0.000868553 0.000320415 0.00107754 -0.000582182 0.000814608 0.000297504 -0.000340934 -0.000583991 -9.9681e-05 0.000347003 -0.000452718 -0.00083292 -0.000282716 -0.000402168 -0.000267089
internal_weight=0 3451 1912 1539 1130 409 288 1024 715 593 366 223 1807 1053 537 431 324 516 227 309 202 754 368 219 657 203 454 358 249
internal_count=3565 3451 1912 1539 1130 409 288 1024 715 593 366 223 1807 1053 537 431 324 516 227 309 202 754 368 219 657 203 454 358 249
is_linear=0
shrinkage=0.0140405


end of trees

feature_importances:
Column_9=1219
Column_8=1044
Column_5=984
Column_1=928
Column_0=883
Column_10=669
Column_7=488
Column_4=210
Column_6=193
Column_3=106

parameters:
[boosting: gbdt]
[objective: regression]
[metric: rmse]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 248]
[learning_rate: 0.0140405]
[num_leaves: 979]
[num_threads: 8]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 95]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.222106]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 1]
[bagging_seed: 3]
[feature_fraction: 0.70371]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[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]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 5]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null