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tree_sizes=2472 2526 2547 2528 2543 2532 2521 2541 2537 2551 2551 2549 2552 2554 2559 2560 2566 2561 2565 2565 2567 2565 2569 2572 2556 2561 2569 2565 2575 2565 2567 2568 2567 2558 2562 2564 2562 2569 2565 2574 2558 2569 2573 2580 2575 2574 2573 2584 2581 2563 2576 2576 2559 2565 2575 2573 2577 2585 2576 2581 2572 2568 2568 2585 2584 2578 2581 2588 2588 2598 2595 2591 2595 2586 2592 2595 2596 2597 2603 2604 2602 2611 2607 2602 2608 2612 2612 2610 2603 2600 2623 2605 2615 2605 2610 2614 2610 2609 2615 2618

Tree=0
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shrinkage=1

Tree=1
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Tree=2
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leaf_value=-0.010940745517426428 -0.22470282705860148 0.021394347310630422 -0.26162467956604024 0.10819093493207704 -0.17863340711370748 0.015881849767184309 -0.21261776606409175 0.019941420515574931 -0.18838090531828752 -0.030319247614004893 -0.28230059896742021 0.061574500169856786 -0.23873141091215572 -0.13966536824655543 0.075275391992517648 0.070908589589404075 0.087761848897377426 0.054236848619697534 -0.28229458059761808 -0.21851550127040575 -0.17806946126694467 -0.23117143143350338 0.087371165260142269 0.056831426910864895 -0.0061623212854995373 -0.28505243167225275 -0.25039620478183638 -0.19865335128213443 -0.29340241658587057 -0.27000872212695104
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Tree=3
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split_gain=893.395 178.877 138.116 92.4844 70.7552 69.881 64.1471 69.3664 53.0757 54.8532 45.2823 38.9372 34.1142 32.9107 29.4343 28.895 28.439 26.51 23.9307 23.8433 22.3513 20.9714 23.6244 20.227 20.1395 18.7688 18.7133 16.493 16.3849 16.1707
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Tree=4
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split_gain=728.325 156.699 107.548 99.2015 83.8534 46.9738 46.5094 41.247 39.0445 35.9802 35.6139 30.9544 29.0154 26.3463 25.7531 24.2127 24.0282 23.4167 22.1226 21.7443 21.1093 20.5377 20.1577 19.4562 18.2113 17.8855 17.211 16.5178 16.0191 15.0222
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Tree=5
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split_gain=601.125 140.428 87.7562 81.2954 76.6062 50.2979 46.6861 34.3296 32.782 31.2745 29.0558 27.442 26.9845 26.4018 24.9191 22.138 21.6697 20.3429 19.6245 19.3886 17.8848 17.0185 21.0052 16.9365 16.8672 16.835 15.1587 14.365 15.486 13.928
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Tree=6
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Tree=7
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Tree=8
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Tree=9
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Tree=10
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Tree=12
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Tree=13
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Tree=14
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Tree=15
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Tree=16
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Tree=17
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Tree=18
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split_gain=89.8847 43.5655 26.5415 21.1182 19.2826 15.7999 15.7086 15.5563 14.3045 14.2183 14.173 13.6182 12.6922 13.2321 13.7549 12.5595 11.7965 9.87951 9.85424 9.56565 9.30056 9.09401 8.25919 7.90447 7.53798 7.20559 7.20132 7.18857 11.4574 8.62801
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Tree=19
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split_gain=78.0464 39.8822 30.2077 28.7364 18.3343 18.0609 18.0006 15.5238 14.997 13.2267 13.0464 11.4997 11.1299 10.2801 10.9154 9.7144 9.57917 8.7401 7.74123 7.53017 7.87001 7.00015 6.9852 6.87646 6.86573 6.79596 6.79266 8.95504 6.78681 7.1256
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Tree=20
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split_gain=69.8007 37.6264 29.9548 23.863 20.7776 16.2479 14.4276 15.4959 14.2067 12.3994 11.5729 10.3498 9.2364 8.98946 8.25302 7.96705 7.90096 7.71089 7.37265 7.27489 6.72707 6.64708 6.62393 7.03314 6.36154 6.3334 8.67717 6.31904 6.16716 5.92732
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Tree=21
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Tree=22
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Tree=23
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Tree=24
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Tree=25
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split_gain=40.0472 27.3365 21.9099 17.5511 14.8571 13.2088 10.4927 10.0359 9.51586 9.48136 10.9719 8.41372 7.94676 8.20331 9.19789 9.24346 7.30367 6.75044 6.39385 6.32077 7.23077 6.12631 6.02862 6.01606 5.89633 5.73842 5.39227 5.31428 4.95123 4.66835
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Tree=26
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split_gain=36.3542 35.0008 20.4203 14.4654 14.4392 12.7264 11.8227 12.3299 9.98662 9.31207 8.13469 8.12334 8.05957 7.94306 7.71075 8.25551 7.28865 6.9665 6.29909 6.25055 5.92324 5.91966 5.80215 7.75196 5.6218 5.61412 5.57641 5.42789 4.91969 4.63626
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Tree=27
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Tree=28
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internal_value=0 0.221787 0.521372 -0.101452 0.108599 0.681512 -0.369911 -0.162067 0.20154 0.785623 -0.704833 -0.192746 -0.187505 0.157576 -0.542551 -0.622249 -0.218286 -0.329593 -0.133597 -0.547226 -0.330262 0.548166 0.690842 0.303286 0.871674 -0.57828 0.145254 -0.695878 -0.693441 -0.804082
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Tree=29
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Tree=30
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Tree=31
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Tree=32
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split_feature=381 382 649 71 610 720 720 102 416 335 565 715 0 397 135 589 628 87 114 4 225 542 195 103 160 353 43 332 389 514
split_gain=20.3028 15.2113 18.512 10.0532 11.4898 9.39325 8.88995 8.74808 8.43406 8.25065 7.09203 6.01425 5.59183 5.28859 5.26221 4.94537 4.92928 5.54956 4.86502 4.68485 4.62257 4.56345 4.23475 4.21667 4.16304 4.14362 4.12532 3.93442 3.70067 3.69677
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Tree=33
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split_gain=18.9923 17.2922 12.3588 10.77 8.5424 7.65096 7.06864 7.0389 6.65298 6.60826 6.35323 6.31679 5.80784 5.6725 5.3434 5.28482 5.0951 5.00812 4.71831 5.14024 4.58922 4.58049 4.57969 4.56738 4.42668 4.35893 4.26028 4.21432 4.01722 4.0102
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Tree=34
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internal_value=0 0.221211 0.466211 -0.231001 -0.263871 -0.409836 0.640077 0.755682 -0.661329 -0.176624 -0.0772936 -0.483723 0.192755 0.151848 -0.235632 -0.390763 -0.0957982 0.277776 0.430579 -0.459058 -0.430899 -0.75313 0.518067 -0.15857 0.828955 0.274718 -0.685781 0.871348 0.495944 0.293611
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Tree=35
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Tree=36
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split_gain=14.6293 16.8029 8.1707 7.36237 7.14019 8.38325 8.7269 7.31711 6.92004 8.03746 5.47851 5.13151 5.54535 4.94135 4.78028 5.02901 4.3086 4.25963 4.22161 4.43103 4.21936 4.11333 3.93854 3.80368 3.76022 3.68482 3.7165 3.66508 3.59276 3.546
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Tree=37
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split_feature=112 603 717 530 316 115 610 148 196 564 520 532 549 333 293 219 102 55 223 686 309 358 324 225 260 627 520 127 125 153
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internal_count=6720 5862 3603 2259 858 1393 1153 364 857 327 2450 164 866 1066 640 1015 235 801 296 771 427 494 119 200 918 41 375 97 2398 223

Tree=38
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Tree=39
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split_gain=11.765 11.1277 7.41243 7.1288 5.97745 5.66418 5.45229 4.71205 4.61621 5.65419 4.49516 4.46529 4.31264 4.22196 5.18351 4.06337 4.04204 4.00764 3.77393 3.63459 3.45163 3.6232 3.43771 3.33457 3.58157 3.27064 3.09377 3.17075 3.09215 2.81637
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Tree=40
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Tree=41
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Tree=42
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Tree=43
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Tree=44
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Tree=45
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Tree=46
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split_gain=6.94536 5.73797 6.12618 5.59573 3.99638 4.28228 3.96042 3.84945 3.73393 3.48807 3.72161 3.47743 3.18705 3.23008 3.13129 3.11699 2.85185 2.85178 2.80549 2.70425 2.66905 2.5614 2.54335 2.71656 2.48216 2.45606 2.41877 2.38105 2.32181 2.23933
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Tree=47
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split_gain=6.63767 9.13616 5.03818 4.76359 4.4732 4.49872 4.04282 3.53917 3.24951 3.12248 3.17627 2.91221 4.49286 2.76766 3.29155 2.73976 2.62705 2.51758 2.4666 2.62689 2.4629 2.35678 2.32368 2.32282 2.60439 2.77776 2.28189 2.18126 2.13838 2.05806
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Tree=48
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Tree=49
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Tree=50
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Tree=51
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Tree=52
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Tree=53
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split_gain=4.53162 4.92291 5.51504 4.45401 2.64943 2.5365 2.68584 2.46123 2.85453 2.55212 2.4407 2.60337 2.17334 2.5907 2.12972 2.7549 2.46986 2.17442 2.19181 2.06896 1.9835 1.94329 2.0389 1.90747 1.7503 1.72189 1.64844 1.68248 1.63134 1.62452
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internal_value=0 0.113705 0.217844 0.446368 -0.272274 -0.0536685 0.0550641 -0.314001 -0.433505 0.323154 0.15458 -0.196634 0.383669 0.579394 0.10239 -0.327132 0.336845 0.604153 0.803975 0.714659 0.308855 -0.380908 0.0806943 -0.221154 -0.499973 -0.416853 0.782815 0.836933 -0.629713 -0.123682
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Tree=54
num_cat=0
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split_gain=4.24441 5.15653 3.91455 3.66915 4.85323 3.38149 3.24577 3.07468 3.0158 2.85968 2.71354 2.66819 2.44177 2.35733 2.34549 4.40041 2.46626 2.27629 2.2244 2.1632 1.99848 1.96987 1.96142 1.91586 1.90224 1.86608 1.81677 1.77553 1.77499 1.75373
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Tree=55
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split_gain=4.07848 4.03286 4.08897 4.58068 3.08255 3.05763 3.0457 2.98018 2.53169 2.21636 2.20897 2.13522 2.78702 2.05347 2.22637 1.89968 1.892 2.34915 2.10478 1.85382 1.83016 1.89869 1.77101 1.753 1.71308 1.64704 1.63567 1.63176 1.5708 1.57539
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internal_value=0 0.080124 0.122549 0.24813 -0.0253058 -0.16454 -0.261694 0.460448 0.574988 -0.125362 0.278422 -0.364538 -0.149848 0.677237 0.722946 0.337037 -0.388723 -0.149044 0.592341 0.353517 0.352811 0.62889 -0.146874 -0.501409 -0.0894316 -0.717539 -0.462981 -0.502219 -0.389505 0.174643
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Tree=56
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split_gain=3.88087 3.63763 2.85929 3.20237 2.77432 2.67578 2.6726 2.31057 2.19983 2.18315 2.16255 2.68731 2.1186 2.09802 2.09084 1.89402 1.82235 1.80756 1.7691 1.74427 1.71293 1.70096 1.66001 1.65544 1.84466 1.64863 1.50735 1.48311 1.48286 1.46992
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internal_value=0 0.131829 -0.221234 -0.0357175 -0.0717184 0.334596 -0.236086 0.563212 -0.410294 -0.541415 0.0695125 0.187518 -0.324265 0.312031 0.262111 0.433749 -0.13301 -0.0739745 0.640897 -0.0699046 0.55576 0.0592192 0.752382 0.328424 0.513052 -0.243244 -0.447409 0.60911 -0.457462 -0.262114
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Tree=57
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internal_value=0 -0.0518151 0.0437736 0.088002 0.271552 0.0624754 -0.344089 -0.0978203 0.436009 0.538986 -0.131467 -0.0242831 -0.258481 -0.443182 0.0610378 -0.220924 0.0842328 0.18405 0.301101 0.056062 -0.239049 0.364843 0.465124 -0.501247 -0.630896 0.618564 0.637085 -0.651489 0.406215 0.648342
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Tree=58
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split_gain=3.44157 3.84906 2.69756 3.51694 2.46593 2.38563 2.27722 2.08366 2.04369 1.7941 2.28147 1.78369 1.72931 1.83644 1.76304 1.66345 1.74035 1.68596 1.59707 1.9012 1.6868 1.59576 1.59252 1.57153 2.32062 1.52811 1.51526 1.51158 1.4964 1.49255
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internal_count=6720 5239 4011 3800 1481 1228 933 531 950 473 362 673 2867 2831 441 650 628 456 769 393 376 211 224 555 282 2390 234 539 74 181

Tree=59
num_cat=0
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Tree=60
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split_gain=3.05068 3.07865 2.9294 3.20705 3.05917 3.11232 2.45926 2.03139 1.99701 1.9527 1.94567 1.89616 2.00517 1.86548 1.84039 1.83884 1.72829 1.66124 1.60556 1.59083 1.5478 1.4666 1.44056 1.43427 1.50591 1.782 1.68134 1.3449 1.31901 1.30478
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Tree=61
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split_gain=2.9086 3.71726 2.57438 2.51253 2.25103 2.14755 2.04931 1.95787 1.74833 1.69343 1.65365 1.63916 1.61601 1.61494 1.59526 1.57133 1.63279 1.56031 1.49289 1.49073 1.49059 2.23081 1.4478 1.34029 1.32083 1.28645 1.2765 1.27213 1.48154 1.26875
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Tree=62
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split_gain=2.7995 2.68204 2.47629 2.15723 2.19576 1.97565 1.81895 1.79746 2.2248 1.89441 2.27517 1.61361 1.57778 1.5589 1.4319 1.40527 1.36448 1.36016 1.33338 1.32217 1.31097 2.55033 1.2999 1.26703 1.45069 1.28093 1.30317 1.22776 1.18668 1.13405
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internal_value=0 0.123623 0.336478 -0.210016 -0.0327504 0.545651 0.677953 -0.0536734 -0.238233 0.197511 -0.21836 -0.180572 0.219493 -0.522671 -0.300345 0.536474 0.359377 0.474893 -0.4557 -0.250442 -0.0300853 0.23076 0.29759 -0.292686 -0.0466188 -0.302233 0.313242 -0.458417 -0.565206 -0.330541
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Tree=63
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Tree=64
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Tree=65
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split_gain=2.24619 2.29853 2.18084 1.83333 1.64012 1.57969 1.58997 1.56925 1.56678 1.51784 1.35438 1.35347 1.34858 1.34538 1.32616 1.31095 1.59789 1.61645 1.29701 1.50937 1.26009 1.2209 1.19954 1.15197 1.13247 1.57275 1.20616 1.02828 1.01672 1.00994
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Tree=66
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Tree=68
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Tree=70
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Tree=71
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Tree=72
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Tree=74
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split_gain=1.56888 1.6741 1.39848 1.08489 1.25709 1.15773 1.05242 1.20329 1.22604 1.06659 1.04753 1.03239 1.01932 1.01845 0.988244 0.892944 0.881036 0.861611 0.941289 0.838857 1.09913 0.83231 0.882647 0.829686 0.856694 0.82386 0.785141 0.826622 0.779846 0.768052
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Tree=75
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split_gain=1.51614 1.84086 1.43492 1.2774 1.15499 1.25221 1.24709 1.22733 1.09001 1.07301 1.06434 0.980577 1.00812 0.886722 0.858364 0.845351 0.771671 0.758722 0.77597 0.749433 0.740797 0.808336 0.712745 0.83196 0.708369 0.69936 0.679825 0.673314 0.64632 0.622977
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Tree=76
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split_gain=1.42247 1.29166 1.36128 1.23124 1.27742 1.22845 1.01951 1.01576 1.01859 1.01794 0.981422 0.973883 0.906325 0.879438 0.817965 0.854322 0.792971 0.784539 0.764232 0.814795 0.817324 0.725896 0.725821 0.716972 0.7092 0.678457 0.735641 0.677388 0.619817 0.730379
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internal_value=0 -0.123169 0.0796415 0.172275 0.280823 -0.290754 0.168145 -0.133507 0.159058 -0.451301 0.451068 0.395431 -0.4194 -0.0895362 -0.251469 -0.342227 -0.225282 0.606152 0.468536 0.54429 0.624145 0.143177 -0.140698 -0.367323 -0.378456 -0.119574 0.102289 -0.41523 -0.216507 -0.480372
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Tree=77
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internal_value=0 0.0683642 0.106118 0.0155375 0.0690259 -0.0664154 0.400745 0.358585 0.018535 -0.176197 -0.323439 -0.162494 -0.30319 0.124397 0.583874 0.671365 -0.337098 0.112698 0.283126 -0.326646 0.193584 -0.0328665 0.246346 0.466804 0.441194 0.594272 -0.591243 0.592654 0.61017 -0.591601
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Tree=78
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internal_value=0 0.110621 0.233418 0.431054 -0.188947 -0.0312299 -0.15588 0.0117016 -0.157461 0.476413 0.623532 -0.132123 -0.479964 -0.265238 -0.351028 0.0937524 0.702312 0.220524 -0.276407 -0.376904 -0.16497 -0.483936 0.217209 -0.319494 -0.588819 -0.266406 0.0307309 0.0667795 -0.0442506 -0.183885
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Tree=79
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Tree=80
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Tree=81
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Tree=82
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Tree=83
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Tree=84
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Tree=85
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Tree=86
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Tree=87
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Tree=88
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Tree=89
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Tree=90
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Tree=91
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Tree=92
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Tree=93
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Tree=94
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split_feature=398 518 124 336 205 471 654 490 19 42 586 219 275 371 477 388 152 597 523 71 131 268 167 695 248 190 396 267 145 563
split_gain=0.660617 0.696886 0.59198 0.705729 0.467111 0.597535 0.446915 0.44093 0.429535 0.418996 0.41892 0.417113 0.458259 0.441494 0.401749 0.392629 0.440364 0.391764 0.377165 0.363591 0.357646 0.495843 0.356353 0.34938 0.340541 0.337319 0.43569 0.519747 0.424779 0.34148
threshold=0.079459343105554595 -0.40175361931324 0.18121962994337085 -0.49423623085021967 -0.67932978272438038 0.44988031685352331 0.43388547003269201 -0.78559517860412587 0.33904977142810827 0.24917750060558322 0.031884560361504562 0.18433436751365664 0.20919150114059451 0.38371641933918005 0.86539229750633251 -0.093398358672857271 -0.036712449043989175 0.029197854921221737 0.15211483091115954 0.28664807975292211 0.28656059503555303 -0.12768892198801038 0.44541153311729437 -0.056310500949621194 0.0043859868310391912 -0.55225837230682362 -0.38756749033927912 0.36193421483039862 0.52158930897712719 -0.95461425185203541
left_child=7 2 3 9 5 -3 22 8 25 -2 -4 12 -5 23 -8 -13 -17 19 -12 20 -9 -22 -7 -14 -10 -1 -27 -28 29 -29
right_child=1 4 10 11 -6 6 14 17 24 -11 18 15 13 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.078129358913104671 0.052228526941132364 0.041362526612012514 -0.04228515237952804 0.096085760195981751 -0.053042100108634832 0.062491765165946837 0.053059971386015474 0.027925401123583073 0.049556680082923632 -0.069011889888344419 0.059254358991540163 -0.039690286727747867 0.072962926818463308 -0.051729652694358419 -0.077290872548510414 -0.010474439139720997 0.085085625088269279 0.063928296666841911 -0.045184799042030391 -0.091826673869015468 0.029619777414109913 -0.078294364405615963 -0.071890653823572556 -0.025038092503343403 -0.069460339098306415 -0.068010402254385149 -0.074632870216197009 0.081074726922473583 -0.094880500175369809 0.0009830215983377738
leaf_count=236 99 536 186 1619 192 22 206 300 144 92 210 108 1050 82 35 173 256 62 52 45 45 79 237 84 37 180 66 94 27 166
internal_value=0 0.116029 0.256124 0.384738 -0.125703 0.0271611 -0.254968 -0.165867 -0.30942 -0.298834 -0.0971775 0.492834 0.653362 0.38058 0.205942 0.177759 0.423215 0.0543454 0.272785 -0.0673318 0.0264424 -0.318245 -0.561062 0.550423 0.212829 -0.406826 -0.280247 -0.0753797 0.14489 0.291584
internal_count=6720 5239 4011 3563 1228 1036 500 1481 950 191 448 3372 2835 1216 241 537 429 531 262 469 424 124 259 1134 181 769 533 353 287 260

Tree=95
num_cat=0
split_feature=383 47 389 634 381 102 416 158 280 145 386 398 56 708 547 316 161 613 354 658 226 35 14 375 511 141 439 196 649 254
split_gain=0.632972 0.606443 0.598814 0.584661 0.673855 0.548307 0.503984 0.511117 0.502928 0.448625 0.494031 0.447155 0.420587 0.40614 0.389249 0.384164 0.429038 0.37796 0.526018 0.373613 0.373065 0.367824 0.364415 0.360649 0.355316 0.371471 0.396798 0.332019 0.347673 0.325922
threshold=-0.51536282896995533 -0.54091644287109364 0.31980554759502416 -0.079501282423734651 -0.10902785137295722 0.15380048751831057 -0.19064177572727201 -0.39159333705902094 0.65812829136848461 0.58474251627922069 0.36985738575458532 0.11195288598537446 0.080709110945463194 -0.081501774489879594 -0.4642606377601623 -0.80174526572227467 -0.47804467380046839 0.13154280930757525 -0.5592769682407378 0.15895925462245944 -0.25071156024932856 -0.80438682436943043 -0.29794558882713312 -0.72101810574531544 0.33950029313564306 0.15606564283370974 -0.43323901295661921 -0.42831180989742274 -0.34801484644412989 -0.14081355929374692
left_child=5 17 3 4 6 -1 8 11 21 10 14 -8 22 -14 -5 -10 -17 27 -19 -15 -13 -3 -9 -6 25 -16 -27 28 -2 -28
right_child=1 2 -4 9 23 -7 7 12 15 -11 -12 20 13 19 24 16 -18 18 -20 -21 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.0065222974019738022 -0.08629328675477782 0.023918045174183361 -0.063397633898810299 -0.016331690502001922 -0.054592991363594627 0.064100824595736836 -0.060937984827522898 -0.022101707657677321 -0.061606227287669638 -0.084050170042908365 -0.075199407992805764 -0.034357557509472787 0.079225540012517637 -0.084958343566192723 0.07438442288254743 -0.07415808197919864 0.065167587946093605 0.080471116196149287 -0.10117686454063093 0.039492542053300737 0.046916075621599412 -0.069976907601873292 0.056211844558736901 0.076297113272332226 -0.067478691118977141 -0.055688863195822925 -0.026548691982248823 -0.08294530883713 0.026258516295396418 0.097135212399281967
leaf_count=236 59 27 132 150 79 1411 181 88 88 39 32 139 110 90 1213 21 86 29 32 85 205 364 485 845 20 39 41 250 77 67
internal_value=0 -0.0526033 0.00435828 0.0419639 -0.0608141 0.349356 -0.126747 0.0158131 -0.363494 0.283439 0.340192 -0.246943 0.224522 -0.224183 0.407753 0.0536538 0.354334 -0.422434 0.223651 -0.492383 0.0520815 -0.578313 0.404975 0.557682 0.515858 0.572148 0.144756 -0.574694 -0.155549 0.534558
internal_count=6720 5073 4626 4494 2893 1647 1969 1383 586 1601 1562 525 858 285 1530 195 107 447 61 175 344 391 573 924 1380 1360 147 386 136 108

Tree=96
num_cat=0
split_feature=87 381 145 41 317 127 35 685 442 534 658 316 205 211 757 239 735 286 617 477 383 394 675 609 320 395 545 550 587 198
split_gain=0.602248 0.73942 0.619959 0.60562 0.589063 0.555726 0.643769 0.468657 0.455106 0.436859 0.408293 0.378373 0.444401 0.441214 0.433284 0.369062 0.368347 0.385747 0.367519 0.363716 0.36047 0.349068 0.345886 0.367927 0.341855 0.33193 0.32697 0.321066 0.306923 0.306022
threshold=0.087184328585863127 -0.36354207992553705 0.42717199027538305 -0.33391626179218287 -0.079910289496183382 0.85351672768592846 -0.80438682436943043 0.4769891500473023 0.39451822638511663 0.12613407522439959 0.2088144049048424 -0.83459475636482228 -0.90990698337554921 0.78277257084846508 -0.42761993408203119 -0.5038362145423888 0.41538585722446447 0.20195531845092776 0.19583345204591754 0.74985387921333324 -0.39062304794788355 -0.65949577093124379 -0.63969191908836354 0.34880271553993231 0.75249880552291881 -0.026187784969806668 -0.66744735836982716 0.047628305852413184 -0.076467480510473237 -0.39778165519237513
left_child=5 3 4 15 21 6 26 8 10 -5 16 29 13 18 -14 -2 -6 -18 -13 27 -9 -3 23 -22 -16 -11 -1 -4 -17 -8
right_child=1 2 19 9 7 -7 11 20 -10 25 -12 12 14 -15 24 28 17 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.042301974858899388 -0.039599919344720902 0.068424599525557003 -0.052553302066462054 -0.093140497446506154 0.090614400029688652 -0.086303835029635387 -0.025465085007069389 0.06489544685784053 -0.075925557509355257 0.016642532274887011 0.084451148357715708 -0.073350359661544726 0.037686657672580615 -0.054177664742298508 -0.055445836556734053 0.067366520492416135 -0.027255865929092873 0.063565179218871032 0.054163592174838397 -0.083212259289065296 0.075250526473531823 -0.051795637301990764 -0.056459664292702896 -0.053936748578526032 0.026636118295033696 -0.05001813989608004 0.066138273000537651 0.058850286065292891 -0.051828101933497128 -0.09585394089835321
leaf_count=22 53 50 65 97 578 158 191 213 30 118 2240 27 74 72 371 99 263 310 556 78 137 221 83 36 42 167 78 130 20 141
internal_value=0 0.11524 0.255805 -0.160654 0.345458 -0.163557 -0.102688 0.435718 0.578144 -0.391631 0.628932 -0.199386 -0.0871483 0.212096 -0.281842 0.246776 0.335532 0.0994264 0.406754 -0.291663 0.0870386 -0.255838 -0.147354 0.281886 -0.424182 -0.194572 0.451767 0.0869688 0.493375 -0.529111
internal_count=6720 4988 4434 554 4161 1732 1574 3890 3421 382 3391 1474 1142 655 487 172 1151 573 583 273 469 271 256 173 413 285 100 195 119 332

Tree=97
num_cat=0
split_feature=219 462 381 449 377 337 389 382 630 354 561 145 519 34 287 419 687 530 449 714 47 590 333 685 568 610 379 368 422 616
split_gain=0.568375 0.865899 0.597466 0.504283 0.487052 0.611529 0.613475 0.464036 0.418779 0.398328 0.506041 0.397522 0.400377 0.467744 0.39347 0.394456 0.41038 0.392304 0.384468 0.346948 0.346817 0.349003 0.343883 0.335167 0.397254 0.329522 0.329249 0.311649 0.304308 0.307808
threshold=0.12858486175537112 -0.32950627803802485 -0.23282261192798612 -0.26869620382785792 0.39073371887207037 -0.27286131680011744 0.27350081503391271 -0.073565434664487825 0.77694904804229747 -0.4902632981538772 -0.15466124564409253 0.52158930897712719 -0.49838456511497492 0.98529064655303966 0.58191940188407909 -0.71967795491218556 -0.52633652091026295 0.69501882791519176 0.18323097378015521 0.69549876451492321 -0.41147395968437189 -0.14544557780027387 0.44636788964271551 0.49000859260559088 0.0067739810328930625 0.5305365025997163 0.42442972958087927 0.074243277311325087 -0.73746675252914418 0.43558347225189215
left_child=1 -1 11 -2 5 -5 8 25 17 10 -6 12 -3 14 15 -14 -17 22 27 23 -10 -22 28 -9 -25 26 -4 -18 29 -7
right_child=3 2 7 4 9 6 -8 19 20 -11 -12 -13 13 -15 -16 16 18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.062949625173407964 0.06723507499477463 -0.037825876568367042 -0.090531660694970775 -0.057689142957771902 0.052890803711063028 0.054276770798035202 -0.082473666243888993 0.086530749088569336 -0.085273502643398669 -0.067383221067610161 -0.03871500601831205 -0.079338200284743435 -0.058770111635049353 -0.089855273470007352 0.065574533816864219 0.057809698881676974 0.027047771477192024 -0.056928939973456542 0.08269643820079102 -0.04996312404910197 -0.074728203293494375 0.036785871840347262 -0.064744351832502961 0.067422587092014055 -0.059031400374778269 -0.054420362485784857 0.054206086572030687 -0.061678963556774637 0.079809007218400799 -0.082479393989469449
leaf_count=172 36 137 24 178 68 71 65 2546 54 358 298 54 85 33 319 227 102 29 76 108 48 231 29 197 51 76 356 126 537 29
internal_value=0 0.130081 0.199869 -0.141373 -0.183778 -0.0201682 0.119281 0.437231 0.222446 -0.398092 -0.157865 0.0316169 0.0866555 0.191586 0.255666 0.100154 0.226078 0.425997 -0.0767774 0.619702 -0.139855 0.098307 0.534407 0.69189 0.21274 0.0274333 0.328943 -0.282377 0.623151 0.0527713
internal_count=6720 4689 4517 2031 1995 1271 1093 3358 1028 724 366 1159 1105 968 935 616 531 695 304 2902 333 279 666 2794 248 456 380 228 637 100

Tree=98
num_cat=0
split_feature=383 603 211 5 622 127 370 44 381 517 748 247 288 658 640 497 103 503 419 164 99 418 537 319 118 223 706 208 555 102
split_gain=0.551022 0.573077 0.458015 0.412859 0.440356 0.472547 0.404079 0.403892 0.404662 0.399642 0.496846 0.395698 0.385495 0.382866 0.367772 0.353016 0.350446 0.351382 0.436397 0.375495 0.335807 0.331378 0.337679 0.317784 0.304795 0.339415 0.291607 0.319176 0.285089 0.281709
threshold=-0.30572363734245295 -0.39517377316951746 0.526310294866562 -0.74440380930900563 -0.28354175388813013 0.88128533959388744 -0.96531605720520008 -0.0035427423426881428 -0.10437111556529997 0.27117948234081274 0.60543185472488414 -0.0034577664919197555 0.24150146543979648 0.21875881403684619 -0.39532183110713953 0.28586481511592871 0.77842095494270336 -0.18398999422788617 -0.68855682015418995 -0.36165541410446161 0.82296437025070202 -0.051325345411896699 -0.13519338518381116 -0.53074315190315235 0.25114929676055914 0.38335108757019049 0.56335517764091503 -0.21348447352647779 0.28911869227886206 0.16048172861337665
left_child=1 6 13 -2 5 7 -1 23 11 -4 29 16 21 14 -3 -8 17 18 19 -9 -15 22 -6 -5 -20 -26 27 -23 -24 -11
right_child=3 2 9 4 12 -7 15 8 -10 10 -12 -13 -14 20 -16 -17 -18 -19 24 -21 -22 26 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.061788780844321801 -0.066474829956506623 0.039785279493424947 -0.050624988534731935 -0.082999473086478856 0.06391437249785846 -0.078767552162107332 0.063524563096443734 0.062481450339803901 0.09488338127788308 -0.056865768313218247 0.061037691204507916 -0.088927240262096918 0.05828082187807735 0.082304068687725329 -0.053575887311213405 -0.058252782681673033 -0.051652464159727129 -0.023523590692028196 0.060295073442565163 -0.048211412852535232 -0.048405336117613301 -0.079033985953150587 0.040268511772535334 0.01839357783658362 0.062352943635679885 -0.071906277558555151 -0.086429800783319244 0.058675912189403039 -0.054294685231405307 0.02399065115403792
leaf_count=75 149 268 297 82 52 91 2232 39 419 91 315 51 43 516 135 39 76 191 543 113 27 27 59 70 63 35 252 39 143 188
internal_value=0 0.161689 0.0106571 -0.113868 -0.0704659 0.0430983 0.464823 0.0952926 0.170629 -0.180424 0.064164 0.112609 -0.312716 0.297557 -0.0357117 0.554481 0.159963 0.225011 0.330093 -0.146452 0.641522 -0.396977 -0.117857 -0.427562 0.484913 -0.0934699 -0.651232 -0.0911351 -0.318261 -0.253388
internal_count=6720 4183 1837 2537 2388 1773 2346 1682 1530 891 594 1111 615 946 403 2271 1060 984 793 152 543 572 254 152 641 98 318 66 202 279

Tree=99
num_cat=0
split_feature=426 381 255 383 419 395 337 518 151 41 459 40 195 326 645 204 47 373 695 245 585 317 619 78 649 314 648 291 458 300
split_gain=0.516391 0.726016 0.502865 0.438964 0.435412 0.425415 0.598213 0.411745 0.411508 0.407651 0.385717 0.382312 0.381613 0.374897 0.387063 0.363082 0.331247 0.322852 0.410318 0.317511 0.31162 0.339749 0.31025 0.300701 0.296385 0.354362 0.464339 0.296167 0.288076 0.292451
threshold=0.18637777119874957 -0.24643582105636594 -0.36823439598083491 -0.51255470514297474 -0.42325128614902491 -0.11793125793337821 0.24238055199384692 -0.31406487524509424 -0.093196034431457506 -0.20068008452653882 -0.54940545558929432 -0.71348467469215382 -0.26802474260330195 -0.43912926316261286 0.057175735011696822 0.099286224693059935 -0.25933258235454554 -0.34508186578750605 -0.053304668515920632 0.08166768774390222 -0.38365966081619257 0.24689678847789767 -0.87265038490295399 0.42330227792263037 -0.41687208414077753 0.23931912332773211 0.20868083834648135 -0.06292944028973578 -0.28664927184581751 -0.2070076987147331
left_child=1 3 4 -1 5 6 13 8 -5 17 -6 24 16 -2 -15 22 -3 18 23 -17 21 -12 -14 -4 -10 26 -26 -28 -9 -30
right_child=2 12 9 7 10 -7 -8 28 11 -11 20 -13 15 14 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.053062769408667804 -0.063757468935080094 -0.034080630872001437 0.050658919831526983 0.069132982891936284 -0.050839237038491941 -0.066984267827958896 0.086126876596176516 -0.092919688309789916 -0.068521072754149731 -0.038610400022798703 -0.052340104192118334 0.040187880279037802 -0.025197364817306628 -0.088321583480081303 0.04207254618222301 0.10033215098250609 0.046396025820916426 0.068669277870283082 -0.054499582492689838 -0.081941303727656484 0.075308664636391756 0.065122564112639933 0.081732505392557581 -0.074322383549959931 0.035517619755485341 -0.087493497775054954 0.091180899829360382 -0.083272896488937639 0.048235829852030371 -0.088383472974614574
leaf_count=260 205 158 287 93 85 413 74 105 143 180 102 152 96 35 83 142 356 131 76 32 170 86 2767 23 266 48 26 63 33 30
internal_value=0 0.134795 -0.13328 -0.0465744 -0.270058 -0.408816 -0.161838 -0.133542 -0.0126636 0.124512 0.066711 -0.110324 0.41119 -0.334281 0.091718 0.60316 0.0647585 0.285998 0.0714758 -0.245913 0.313388 -0.0590784 0.718978 0.343561 -0.252328 -0.0859542 0.0651312 -0.576527 -0.581759 -0.0681003
internal_count=6720 4770 1950 1219 1253 810 397 959 791 697 443 698 3551 323 118 3037 514 517 386 174 358 188 2863 310 546 403 355 89 168 63

end of trees

feature importances:
383=80
141=59
520=58
381=52
47=48
102=45
211=43
195=41
19=40
316=31
124=30
426=30
649=30
398=27
717=26
253=25
382=25
87=24
112=24
223=24
377=24
42=23
610=23
419=22
37=21
219=21
603=21
246=20
462=20
301=19
518=19
409=18
594=18
336=17
578=17
477=16
519=16
720=16
81=15
114=14
389=14
395=14
460=14
530=14
4=13
50=13
145=13
493=13
494=13
630=13
115=12
164=12
337=12
396=12
478=12
609=12
634=12
715=12
38=11
271=11
317=11
418=11
517=11
579=11
712=11
94=10
127=10
225=10
473=10
655=10
675=10
26=9
35=9
151=9
226=9
348=9
416=9
490=9
528=9
589=9
685=9
716=9
0=8
5=8
13=8
78=8
89=8
152=8
269=8
298=8
335=8
546=8
565=8
580=8
607=8
658=8
683=8
735=8
57=7
71=7
99=7
125=7
130=7
159=7
196=7
205=7
233=7
237=7
311=7
371=7
375=7
516=7
557=7
676=7
56=6
120=6
122=6
144=6
165=6
222=6
318=6
347=6
354=6
422=6
434=6
437=6
497=6
504=6
532=6
549=6
556=6
564=6
568=6
612=6
614=6
662=6
751=6
33=5
41=5
77=5
90=5
103=5
121=5
158=5
254=5
260=5
278=5
328=5
331=5
370=5
425=5
459=5
521=5
523=5
547=5
573=5
611=5
622=5
627=5
640=5
725=5
728=5
729=5
748=5
754=5
755=5
17=4
28=4
36=4
43=4
70=4
76=4
80=4
92=4
95=4
110=4
111=4
139=4
148=4
174=4
220=4
239=4
258=4
277=4
309=4
333=4
360=4
368=4
399=4
406=4
446=4
447=4
466=4
471=4
511=4
522=4
537=4
539=4
542=4
550=4
560=4
596=4
616=4
621=4
628=4
647=4
659=4
686=4
690=4
691=4
695=4
700=4
707=4
731=4
744=4
765=4
14=3
21=3
27=3
34=3
49=3
60=3
62=3
97=3
119=3
131=3
135=3
143=3
176=3
177=3
185=3
191=3
194=3
198=3
204=3
241=3
247=3
248=3
251=3
268=3
272=3
274=3
279=3
282=3
293=3
299=3
306=3
308=3
314=3
319=3
324=3
332=3
344=3
353=3
358=3
362=3
366=3
386=3
387=3
392=3
397=3
402=3
405=3
421=3
428=3
429=3
439=3
442=3
449=3
463=3
464=3
467=3
476=3
492=3
501=3
540=3
545=3
576=3
590=3
591=3
593=3
618=3
619=3
645=3
672=3
682=3
697=3
708=3
726=3
730=3
737=3
738=3
741=3
746=3
763=3
10=2
12=2
23=2
29=2
30=2
39=2
48=2
52=2
53=2
58=2
61=2
65=2
73=2
75=2
79=2
86=2
88=2
108=2
123=2
129=2
132=2
147=2
153=2
156=2
160=2
161=2
167=2
175=2
180=2
184=2
187=2
189=2
190=2
199=2
201=2
203=2
221=2
229=2
231=2
234=2
243=2
252=2
255=2
256=2
263=2
264=2
267=2
273=2
284=2
286=2
287=2
297=2
304=2
305=2
312=2
325=2
327=2
330=2
346=2
350=2
351=2
359=2
361=2
364=2
365=2
391=2
412=2
417=2
420=2
427=2
430=2
431=2
432=2
445=2
452=2
457=2
469=2
481=2
482=2
486=2
491=2
498=2
503=2
509=2
515=2
531=2
548=2
553=2
555=2
558=2
559=2
563=2
566=2
574=2
575=2
577=2
581=2
585=2
586=2
597=2
598=2
602=2
604=2
608=2
617=2
623=2
625=2
629=2
641=2
648=2
652=2
657=2
661=2
664=2
687=2
704=2
706=2
713=2
714=2
733=2
750=2
757=2
767=2
3=1
6=1
8=1
9=1
16=1
20=1
22=1
25=1
31=1
40=1
44=1
45=1
54=1
55=1
63=1
64=1
67=1
68=1
69=1
91=1
93=1
96=1
98=1
101=1
104=1
109=1
113=1
117=1
118=1
133=1
134=1
136=1
140=1
146=1
150=1
154=1
155=1
157=1
163=1
166=1
171=1
181=1
182=1
183=1
186=1
188=1
202=1
206=1
208=1
212=1
213=1
216=1
224=1
228=1
232=1
235=1
236=1
245=1
257=1
259=1
261=1
270=1
275=1
276=1
280=1
283=1
288=1
289=1
291=1
295=1
300=1
302=1
303=1
307=1
310=1
315=1
320=1
321=1
322=1
323=1
326=1
338=1
339=1
340=1
345=1
355=1
369=1
373=1
378=1
379=1
380=1
384=1
385=1
388=1
390=1
394=1
400=1
404=1
407=1
408=1
410=1
424=1
435=1
438=1
440=1
443=1
448=1
450=1
453=1
454=1
456=1
458=1
461=1
465=1
468=1
470=1
474=1
480=1
485=1
487=1
495=1
496=1
500=1
505=1
507=1
508=1
514=1
526=1
534=1
535=1
538=1
543=1
544=1
552=1
554=1
561=1
567=1
569=1
570=1
582=1
583=1
587=1
595=1
601=1
606=1
613=1
615=1
624=1
626=1
631=1
632=1
633=1
637=1
642=1
644=1
646=1
654=1
656=1
660=1
663=1
666=1
667=1
670=1
671=1
673=1
684=1
689=1
692=1
693=1
696=1
701=1
703=1
709=1
711=1
721=1
723=1
732=1
734=1
739=1
740=1
742=1
745=1
753=1
758=1
759=1
761=1

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary,none]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[feature_fraction: 1]
[feature_fraction_seed: 2]
[early_stopping_round: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 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: ]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[verbosity: -1]
[max_bin: 255]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[histogram_pool_size: -1]
[data_random_seed: 1]
[output_model: LightGBM_model.txt]
[snapshot_freq: -1]
[input_model: ]
[output_result: LightGBM_predict_result.txt]
[initscore_filename: ]
[valid_data_initscores: ]
[pre_partition: 0]
[enable_bundle: 1]
[max_conflict_rate: 0]
[is_enable_sparse: 1]
[sparse_threshold: 0.8]
[use_missing: 1]
[zero_as_missing: 0]
[two_round: 0]
[save_binary: 0]
[enable_load_from_binary_file: 1]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[predict_raw_score: 0]
[predict_leaf_index: 0]
[predict_contrib: 0]
[num_iteration_predict: -1]
[pred_early_stop: 0]
[pred_early_stop_freq: 10]
[pred_early_stop_margin: 10]
[convert_model_language: ]
[convert_model: gbdt_prediction.cpp]
[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]
[max_position: 20]
[label_gain: ]
[metric_freq: 1]
[is_provide_training_metric: 0]
[eval_at: ]
[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]

end of parameters

pandas_categorical:[]