第十四届研究生电子设计大赛.zip

tree version=v2 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=12 objective=binary sigmoid:1 feature_names=age CA153 CA199 CYFRA211 CA724 CA125 NSE PSA SCCA HE4 AFP. CA211 sex feature_infos=[0:98] [-0.69314718055994529:6.4823425330642763] [0.27763173659827955:13.444175912329715] [-4.6051701859880909:9.6336453982126784] [-1.6094379124341003:9.7334107221586113] [0.69314718055994529:9.2761187491744703] [-0.69314718055994529:5.8746497925161467] [-5.521460917862246:8.5209859896549336] [-1.5417792639602856:4.5797498086411803] [3.1692653243148663:7.3105501585344221] [-0.94160853985844495:11.025512610754546] [-0.33827385856784115:3.537765824444175] [0:1] tree_sizes=2555 2575 2570 2606 2575 2546 2576 2519 2570 2595 2587 2558 2578 2583 2599 2593 2566 2596 2549 2541 2581 2535 2574 2565 2544 2552 2601 2579 2591 2606 2564 2624 2562 2584 2594 2587 2520 2585 2531 2595 2611 2588 2583 2587 2532 2576 2613 2592 2554 2568 2584 2555 2547 2596 2598 2589 2587 2589 2567 2593 2565 2602 2527 2579 2628 2611 2592 2579 2596 2588 2608 2605 2591 2609 2572 2563 2604 2584 2558 2603 2593 2610 2608 2608 2562 2624 2629 2605 2567 2571 2622 2576 2620 2600 2602 2627 2559 2595 2625 2622 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2493 2548 2556 2526 2539 2489 2575 2516 2549 2496 2455 2517 2578 2529 2498 2529 2462 2449 2534 2561 2614 2507 2509 2566 2510 2441 2473 2527 2514 2482 2588 2442 2506 2411 2588 2553 2582 2546 2534 2568 2473 2460 2532 2467 2550 2520 2477 2533 2508 2495 2535 2520 2480 2529 2553 2483 2500 2573 2548 2485 2500 2481 2460 2529 2459 2566 2564 2594 2569 2468 2568 2520 2565 2582 2507 2535 2543 2588 2530 Tree=0 num_leaves=32 num_cat=0 split_feature=10 6 2 0 5 3 6 7 7 3 0 12 7 8 2 7 9 3 2 3 2 5 2 0 5 6 5 2 8 5 2 split_gain=2025.63 705.755 329.167 295.176 179.166 97.3922 83.7526 74.1157 66.544 62.1053 50.1696 44.3767 42.7376 43.0452 35.4472 30.636 30.129 27.4211 26.6699 25.434 25.3451 21.6218 18.7343 17.9429 18.2074 17.0354 13.3503 18.4925 12.8182 11.9841 11.11 threshold=2.4964935721229402 1.0000000000000001e+300 1.1265503439475688 51.500000000000007 2.5960004192502013 1.0732930196545836 3.7861785705261686 -1.7065337771163211 -0.85684396690394971 -0.33337727520200405 48.500000000000007 1.0000000180025095e-35 3.2201968781484309 0.22114146832256773 4.8600410432623811 -0.50005089041773065 4.0047844688960632 0.69564095131546488 3.1374488026351748 0.95666396186504488 2.3179660738190666 2.5356770145654814 4.0570749741121288 33.500000000000007 1.4131772911579301 0.78504241926076024 1.3736354571277458 3.3465651705166288 2.400577733737951 2.1976688243667772 1.1265503439475688 decision_type=8 8 10 2 10 8 8 10 10 10 2 2 8 10 10 10 8 8 8 8 10 8 10 2 10 10 10 8 8 10 10 left_child=2 5 -1 7 8 9 -4 14 11 -2 -8 17 13 30 19 -12 -11 -5 21 28 25 -19 26 -21 -25 -18 -13 -28 -3 -27 -10 right_child=1 3 6 4 -6 -7 10 -9 12 16 15 22 -14 -15 -16 -17 20 18 -20 23 -22 -23 -24 24 -26 29 27 -29 -30 -31 -32 leaf_value=-0.69090612279960706 -0.68914263874440995 -0.67726005647434406 -0.6520517719772686 -0.68163549179753724 -0.65768347755425949 -0.65513633575335661 -0.68436830657905989 -0.68858035073793911 -0.680402836805026 -0.67093085633625582 -0.66696650872512353 -0.67741851419157784 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num_cat=0 split_feature=10 6 2 0 5 9 6 7 7 0 2 7 8 5 2 7 5 6 2 0 5 0 9 5 2 2 8 2 0 8 0 split_gain=1988.24 685.608 324.897 288.649 171.49 92.4498 81.319 78.7615 63.9268 49.1634 41.9031 40.7894 41.2506 38.1094 35.3712 29.9328 26.5768 22.8637 35.4237 20.5376 31.7696 19.2484 16.412 15.0123 20.9352 12.7617 12.247 12.1247 11.9181 11.3829 9.56011 threshold=2.4964935721229402 1.0000000000000001e+300 1.1265503439475688 52.500000000000007 2.5960004192502013 4.0565553135768706 3.7861785705261686 -1.7065337771163211 -0.93267501839853939 48.500000000000007 3.8921263268868844 3.2201968781484309 0.22114146832256773 1.4131772911579301 4.8600410432623811 -0.50005089041773065 2.9811259924592162 0.78504241926076024 2.3901378850808697 34.500000000000007 1.4131772911579301 66.500000000000014 4.114147136120013 1.3736354571277458 1.4690250966064533 1.126