#AUC 74.36 LogAUC 25.81 0.0000 0.0000 0.0191 0.0000 0.0382 1.0101 0.0573 2.0202 0.0763 3.0303 0.0954 4.0404 0.1000 4.2829 0.1145 5.0505 0.1336 6.0606 0.1527 7.0707 0.1718 8.0808 0.1908 9.0909 0.2099 10.1010 0.2290 11.1111 0.2481 12.1212 0.2672 12.1212 0.2863 12.1212 0.3053 13.1313 0.3244 14.1414 0.3435 14.1414 0.3626 14.1414 0.3817 14.1414 0.4008 15.1515 0.4198 16.1616 0.4389 17.1717 0.4580 18.1818 0.4771 18.1818 0.4962 19.1919 0.5153 19.1919 0.5344 19.1919 0.5534 20.2020 0.5725 21.2121 0.5916 21.2121 0.6107 21.2121 0.6298 21.2121 0.6489 21.2121 0.6679 21.2121 0.6870 21.2121 0.7061 21.2121 0.7252 21.2121 0.7443 21.2121 0.7634 21.2121 0.7824 21.2121 0.8015 21.2121 0.8206 21.2121 0.8397 22.2222 0.8588 23.2323 0.8779 23.2323 0.8969 23.2323 0.9160 23.2323 0.9351 23.2323 0.9542 24.2424 0.9733 24.2424 0.9924 24.2424 1.0115 24.2424 1.0305 25.2525 1.0496 26.2626 1.0687 26.2626 1.0878 26.2626 1.1069 26.2626 1.1260 26.2626 1.1450 26.2626 1.1641 27.2727 1.1832 27.2727 1.2023 27.2727 1.2214 28.2828 1.2405 28.2828 1.2595 28.2828 1.2786 28.2828 1.2977 28.2828 1.3168 28.2828 1.3359 28.2828 1.3550 28.2828 1.3740 28.2828 1.3931 28.2828 1.4122 29.2929 1.4313 29.2929 1.4504 29.2929 1.4695 29.2929 1.4885 29.2929 1.5076 29.2929 1.5267 29.2929 1.5458 29.2929 1.5649 29.2929 1.5840 30.3030 1.6031 30.3030 1.6221 30.3030 1.6412 30.3030 1.6603 30.3030 1.6794 30.3030 1.6985 30.3030 1.7176 30.3030 1.7366 31.3131 1.7557 31.3131 1.7748 31.3131 1.7939 31.3131 1.8130 31.3131 1.8321 31.3131 1.8511 31.3131 1.8702 31.3131 1.8893 31.3131 1.9084 31.3131 1.9275 31.3131 1.9466 31.3131 1.9656 31.3131 1.9847 31.3131 2.0038 31.3131 2.0229 31.3131 2.0420 31.3131 2.0611 31.3131 2.0802 31.3131 2.0992 31.3131 2.1183 31.3131 2.1374 31.3131 2.1565 31.3131 2.1756 31.3131 2.1947 31.3131 2.2137 31.3131 2.2328 31.3131 2.2519 31.3131 2.2710 31.3131 2.2901 31.3131 2.3092 31.3131 2.3282 31.3131 2.3473 31.3131 2.3664 31.3131 2.3855 31.3131 2.4046 31.3131 2.4237 32.3232 2.4427 33.3333 2.4618 33.3333 2.4809 33.3333 2.5000 33.3333 2.5191 34.3434 2.5382 34.3434 2.5573 34.3434 2.5763 34.3434 2.5954 35.3535 2.6145 35.3535 2.6336 35.3535 2.6527 35.3535 2.6718 35.3535 2.6908 36.3636 2.7099 36.3636 2.7290 36.3636 2.7481 36.3636 2.7672 36.3636 2.7863 36.3636 2.8053 36.3636 2.8244 36.3636 2.8435 36.3636 2.8626 36.3636 2.8817 36.3636 2.9008 36.3636 2.9198 36.3636 2.9389 36.3636 2.9580 36.3636 2.9771 36.3636 2.9962 36.3636 3.0153 36.3636 3.0344 36.3636 3.0534 36.3636 3.0725 36.3636 3.0916 36.3636 3.1107 36.3636 3.1298 37.3737 3.1489 38.3838 3.1679 38.3838 3.1870 38.3838 3.2061 38.3838 3.2252 38.3838 3.2443 38.3838 3.2634 39.3939 3.2824 39.3939 3.3015 39.3939 3.3206 39.3939 3.3397 39.3939 3.3588 40.4040 3.3779 40.4040 3.3969 40.4040 3.4160 41.4141 3.4351 41.4141 3.4542 41.4141 3.4733 41.4141 3.4924 41.4141 3.5115 41.4141 3.5305 41.4141 3.5496 41.4141 3.5687 41.4141 3.5878 41.4141 3.6069 41.4141 3.6260 41.4141 3.6450 41.4141 3.6641 41.4141 3.6832 41.4141 3.7023 41.4141 3.7214 41.4141 3.7405 41.4141 3.7595 41.4141 3.7786 41.4141 3.7977 41.4141 3.8168 41.4141 3.8359 42.4242 3.8550 42.4242 3.8740 43.4343 3.8931 43.4343 3.9122 43.4343 3.9313 43.4343 3.9504 43.4343 3.9695 43.4343 3.9885 43.4343 4.0076 43.4343 4.0267 43.4343 4.0458 43.4343 4.0649 43.4343 4.0840 43.4343 4.1031 43.4343 4.1221 44.4444 4.1412 44.4444 4.1603 44.4444 4.1794 44.4444 4.1985 44.4444 4.2176 44.4444 4.2366 44.4444 4.2557 44.4444 4.2748 44.4444 4.2939 44.4444 4.3130 44.4444 4.3321 44.4444 4.3511 44.4444 4.3702 44.4444 4.3893 44.4444 4.4084 44.4444 4.4275 44.4444 4.4466 44.4444 4.4656 44.4444 4.4847 44.4444 4.5038 44.4444 4.5229 44.4444 4.5420 44.4444 4.5611 44.4444 4.5802 44.4444 4.5992 45.4545 4.6183 45.4545 4.6374 45.4545 4.6565 46.4646 4.6756 46.4646 4.6947 46.4646 4.7137 46.4646 4.7328 46.4646 4.7519 46.4646 4.7710 46.4646 4.7901 46.4646 4.8092 46.4646 4.8282 46.4646 4.8473 46.4646 4.8664 46.4646 4.8855 46.4646 4.9046 46.4646 4.9237 46.4646 4.9427 46.4646 4.9618 46.4646 4.9809 46.4646 5.0000 47.4747 5.0191 47.4747 5.0382 47.4747 5.0573 47.4747 5.0763 47.4747 5.0954 47.4747 5.1145 47.4747 5.1336 47.4747 5.1527 47.4747 5.1718 48.4848 5.1908 48.4848 5.2099 48.4848 5.2290 48.4848 5.2481 48.4848 5.2672 48.4848 5.2863 48.4848 5.3053 48.4848 5.3244 48.4848 5.3435 48.4848 5.3626 48.4848 5.3817 48.4848 5.4008 48.4848 5.4198 48.4848 5.4389 48.4848 5.4580 48.4848 5.4771 48.4848 5.4962 48.4848 5.5153 48.4848 5.5344 48.4848 5.5534 48.4848 5.5725 48.4848 5.5916 48.4848 5.6107 48.4848 5.6298 48.4848 5.6489 48.4848 5.6679 48.4848 5.6870 48.4848 5.7061 48.4848 5.7252 48.4848 5.7443 48.4848 5.7634 48.4848 5.7824 48.4848 5.8015 48.4848 5.8206 48.4848 5.8397 48.4848 5.8588 48.4848 5.8779 48.4848 5.8969 48.4848 5.9160 48.4848 5.9351 48.4848 5.9542 48.4848 5.9733 48.4848 5.9924 48.4848 6.0115 48.4848 6.0305 48.4848 6.0496 48.4848 6.0687 48.4848 6.0878 48.4848 6.1069 48.4848 6.1260 48.4848 6.1450 48.4848 6.1641 48.4848 6.1832 48.4848 6.2023 48.4848 6.2214 48.4848 6.2405 48.4848 6.2595 48.4848 6.2786 48.4848 6.2977 48.4848 6.3168 48.4848 6.3359 48.4848 6.3550 48.4848 6.3740 48.4848 6.3931 48.4848 6.4122 48.4848 6.4313 49.4949 6.4504 49.4949 6.4695 49.4949 6.4885 49.4949 6.5076 49.4949 6.5267 49.4949 6.5458 49.4949 6.5649 49.4949 6.5840 49.4949 6.6031 49.4949 6.6221 49.4949 6.6412 49.4949 6.6603 49.4949 6.6794 49.4949 6.6985 49.4949 6.7176 49.4949 6.7366 49.4949 6.7557 49.4949 6.7748 49.4949 6.7939 49.4949 6.8130 49.4949 6.8321 49.4949 6.8511 49.4949 6.8702 49.4949 6.8893 49.4949 6.9084 49.4949 6.9275 49.4949 6.9466 49.4949 6.9656 49.4949 6.9847 49.4949 7.0038 49.4949 7.0229 49.4949 7.0420 49.4949 7.0611 49.4949 7.0802 49.4949 7.0992 49.4949 7.1183 49.4949 7.1374 49.4949 7.1565 49.4949 7.1756 49.4949 7.1947 49.4949 7.2137 49.4949 7.2328 49.4949 7.2519 49.4949 7.2710 49.4949 7.2901 49.4949 7.3092 49.4949 7.3282 49.4949 7.3473 49.4949 7.3664 49.4949 7.3855 49.4949 7.4046 49.4949 7.4237 49.4949 7.4427 49.4949 7.4618 49.4949 7.4809 49.4949 7.5000 49.4949 7.5191 49.4949 7.5382 49.4949 7.5573 49.4949 7.5763 49.4949 7.5954 49.4949 7.6145 49.4949 7.6336 49.4949 7.6527 49.4949 7.6718 49.4949 7.6908 49.4949 7.7099 49.4949 7.7290 49.4949 7.7481 49.4949 7.7672 49.4949 7.7863 49.4949 7.8053 49.4949 7.8244 49.4949 7.8435 49.4949 7.8626 49.4949 7.8817 49.4949 7.9008 49.4949 7.9198 49.4949 7.9389 49.4949 7.9580 49.4949 7.9771 49.4949 7.9962 49.4949 8.0153 49.4949 8.0344 49.4949 8.0534 49.4949 8.0725 49.4949 8.0916 49.4949 8.1107 49.4949 8.1298 49.4949 8.1489 49.4949 8.1679 49.4949 8.1870 49.4949 8.2061 49.4949 8.2252 49.4949 8.2443 49.4949 8.2634 49.4949 8.2824 49.4949 8.3015 49.4949 8.3206 49.4949 8.3397 49.4949 8.3588 49.4949 8.3779 49.4949 8.3969 49.4949 8.4160 49.4949 8.4351 49.4949 8.4542 49.4949 8.4733 49.4949 8.4924 49.4949 8.5115 49.4949 8.5305 49.4949 8.5496 49.4949 8.5687 49.4949 8.5878 49.4949 8.6069 49.4949 8.6260 49.4949 8.6450 49.4949 8.6641 49.4949 8.6832 49.4949 8.7023 49.4949 8.7214 49.4949 8.7405 49.4949 8.7595 49.4949 8.7786 49.4949 8.7977 49.4949 8.8168 49.4949 8.8359 49.4949 8.8550 49.4949 8.8740 49.4949 8.8931 49.4949 8.9122 49.4949 8.9313 49.4949 8.9504 49.4949 8.9695 49.4949 8.9885 49.4949 9.0076 49.4949 9.0267 49.4949 9.0458 50.5051 9.0649 50.5051 9.0840 50.5051 9.1031 50.5051 9.1221 50.5051 9.1412 50.5051 9.1603 50.5051 9.1794 50.5051 9.1985 50.5051 9.2176 50.5051 9.2366 50.5051 9.2557 50.5051 9.2748 50.5051 9.2939 50.5051 9.3130 50.5051 9.3321 50.5051 9.3511 50.5051 9.3702 50.5051 9.3893 50.5051 9.4084 50.5051 9.4275 50.5051 9.4466 50.5051 9.4656 50.5051 9.4847 50.5051 9.5038 50.5051 9.5229 50.5051 9.5420 50.5051 9.5611 50.5051 9.5802 50.5051 9.5992 51.5152 9.6183 51.5152 9.6374 51.5152 9.6565 51.5152 9.6756 51.5152 9.6947 51.5152 9.7137 51.5152 9.7328 51.5152 9.7519 51.5152 9.7710 51.5152 9.7901 51.5152 9.8092 51.5152 9.8282 51.5152 9.8473 51.5152 9.8664 51.5152 9.8855 51.5152 9.9046 51.5152 9.9237 51.5152 9.9427 51.5152 9.9618 51.5152 9.9809 51.5152 10.0000 51.5152 10.0191 51.5152 10.0382 51.5152 10.0573 51.5152 10.0763 51.5152 10.0954 51.5152 10.1145 51.5152 10.1336 51.5152 10.1527 51.5152 10.1718 51.5152 10.1908 51.5152 10.2099 51.5152 10.2290 51.5152 10.2481 51.5152 10.2672 51.5152 10.2863 51.5152 10.3053 51.5152 10.3244 51.5152 10.3435 51.5152 10.3626 51.5152 10.3817 51.5152 10.4008 51.5152 10.4198 51.5152 10.4389 51.5152 10.4580 51.5152 10.4771 51.5152 10.4962 51.5152 10.5153 51.5152 10.5344 51.5152 10.5534 51.5152 10.5725 51.5152 10.5916 51.5152 10.6107 51.5152 10.6298 51.5152 10.6489 51.5152 10.6679 51.5152 10.6870 51.5152 10.7061 51.5152 10.7252 51.5152 10.7443 51.5152 10.7634 51.5152 10.7824 52.5253 10.8015 52.5253 10.8206 52.5253 10.8397 52.5253 10.8588 52.5253 10.8779 52.5253 10.8969 52.5253 10.9160 52.5253 10.9351 52.5253 10.9542 52.5253 10.9733 52.5253 10.9924 52.5253 11.0115 52.5253 11.0305 52.5253 11.0496 52.5253 11.0687 52.5253 11.0878 52.5253 11.1069 52.5253 11.1260 52.5253 11.1450 52.5253 11.1641 52.5253 11.1832 52.5253 11.2023 52.5253 11.2214 52.5253 11.2405 52.5253 11.2595 52.5253 11.2786 52.5253 11.2977 52.5253 11.3168 52.5253 11.3359 52.5253 11.3550 52.5253 11.3740 52.5253 11.3931 52.5253 11.4122 52.5253 11.4313 52.5253 11.4504 52.5253 11.4695 52.5253 11.4885 52.5253 11.5076 52.5253 11.5267 52.5253 11.5458 52.5253 11.5649 52.5253 11.5840 52.5253 11.6031 52.5253 11.6221 52.5253 11.6412 52.5253 11.6603 52.5253 11.6794 52.5253 11.6985 52.5253 11.7176 52.5253 11.7366 52.5253 11.7557 52.5253 11.7748 52.5253 11.7939 52.5253 11.8130 52.5253 11.8321 52.5253 11.8511 52.5253 11.8702 52.5253 11.8893 52.5253 11.9084 52.5253 11.9275 52.5253 11.9466 52.5253 11.9656 52.5253 11.9847 52.5253 12.0038 52.5253 12.0229 52.5253 12.0420 52.5253 12.0611 52.5253 12.0802 52.5253 12.0992 52.5253 12.1183 52.5253 12.1374 52.5253 12.1565 52.5253 12.1756 52.5253 12.1947 52.5253 12.2137 52.5253 12.2328 52.5253 12.2519 52.5253 12.2710 52.5253 12.2901 52.5253 12.3092 52.5253 12.3282 52.5253 12.3473 52.5253 12.3664 52.5253 12.3855 52.5253 12.4046 52.5253 12.4237 52.5253 12.4427 52.5253 12.4618 52.5253 12.4809 52.5253 12.5000 52.5253 12.5191 52.5253 12.5382 52.5253 12.5573 52.5253 12.5763 52.5253 12.5954 52.5253 12.6145 52.5253 12.6336 52.5253 12.6527 52.5253 12.6718 52.5253 12.6908 52.5253 12.7099 52.5253 12.7290 52.5253 12.7481 52.5253 12.7672 52.5253 12.7863 52.5253 12.8053 52.5253 12.8244 52.5253 12.8435 52.5253 12.8626 52.5253 12.8817 52.5253 12.9008 52.5253 12.9198 52.5253 12.9389 52.5253 12.9580 52.5253 12.9771 52.5253 12.9962 52.5253 13.0153 52.5253 13.0344 52.5253 13.0534 52.5253 13.0725 52.5253 13.0916 52.5253 13.1107 52.5253 13.1298 52.5253 13.1489 52.5253 13.1679 52.5253 13.1870 52.5253 13.2061 52.5253 13.2252 52.5253 13.2443 52.5253 13.2634 52.5253 13.2824 52.5253 13.3015 52.5253 13.3206 52.5253 13.3397 52.5253 13.3588 52.5253 13.3779 52.5253 13.3969 52.5253 13.4160 52.5253 13.4351 52.5253 13.4542 52.5253 13.4733 52.5253 13.4924 52.5253 13.5115 52.5253 13.5305 52.5253 13.5496 52.5253 13.5687 52.5253 13.5878 52.5253 13.6069 52.5253 13.6260 52.5253 13.6450 52.5253 13.6641 52.5253 13.6832 53.5354 13.7023 53.5354 13.7214 53.5354 13.7405 53.5354 13.7595 53.5354 13.7786 53.5354 13.7977 53.5354 13.8168 53.5354 13.8359 53.5354 13.8550 53.5354 13.8740 53.5354 13.8931 53.5354 13.9122 53.5354 13.9313 53.5354 13.9504 53.5354 13.9695 53.5354 13.9885 53.5354 14.0076 53.5354 14.0267 53.5354 14.0458 53.5354 14.0649 53.5354 14.0840 53.5354 14.1031 53.5354 14.1221 53.5354 14.1412 53.5354 14.1603 53.5354 14.1794 53.5354 14.1985 53.5354 14.2176 53.5354 14.2366 53.5354 14.2557 53.5354 14.2748 53.5354 14.2939 53.5354 14.3130 53.5354 14.3321 53.5354 14.3511 53.5354 14.3702 53.5354 14.3893 53.5354 14.4084 53.5354 14.4275 53.5354 14.4466 53.5354 14.4656 53.5354 14.4847 53.5354 14.5038 53.5354 14.5229 53.5354 14.5420 53.5354 14.5611 53.5354 14.5802 53.5354 14.5992 53.5354 14.6183 53.5354 14.6374 53.5354 14.6565 53.5354 14.6756 53.5354 14.6947 53.5354 14.7137 53.5354 14.7328 53.5354 14.7519 53.5354 14.7710 53.5354 14.7901 53.5354 14.8092 53.5354 14.8282 53.5354 14.8473 53.5354 14.8664 53.5354 14.8855 53.5354 14.9046 53.5354 14.9237 53.5354 14.9427 53.5354 14.9618 53.5354 14.9809 53.5354 15.0000 53.5354 15.0191 53.5354 15.0382 53.5354 15.0573 53.5354 15.0763 53.5354 15.0954 53.5354 15.1145 53.5354 15.1336 53.5354 15.1527 53.5354 15.1718 53.5354 15.1908 53.5354 15.2099 53.5354 15.2290 53.5354 15.2481 53.5354 15.2672 53.5354 15.2863 53.5354 15.3053 53.5354 15.3244 53.5354 15.3435 53.5354 15.3626 53.5354 15.3817 53.5354 15.4008 53.5354 15.4198 53.5354 15.4389 53.5354 15.4580 53.5354 15.4771 53.5354 15.4962 53.5354 15.5153 53.5354 15.5344 53.5354 15.5534 53.5354 15.5725 53.5354 15.5916 53.5354 15.6107 53.5354 15.6298 53.5354 15.6489 53.5354 15.6679 53.5354 15.6870 53.5354 15.7061 53.5354 15.7252 53.5354 15.7443 53.5354 15.7634 53.5354 15.7824 53.5354 15.8015 53.5354 15.8206 53.5354 15.8397 53.5354 15.8588 53.5354 15.8779 53.5354 15.8969 53.5354 15.9160 53.5354 15.9351 53.5354 15.9542 53.5354 15.9733 53.5354 15.9924 53.5354 16.0115 53.5354 16.0305 53.5354 16.0496 53.5354 16.0687 53.5354 16.0878 53.5354 16.1069 53.5354 16.1260 53.5354 16.1450 53.5354 16.1641 53.5354 16.1832 53.5354 16.2023 53.5354 16.2214 53.5354 16.2405 53.5354 16.2595 53.5354 16.2786 53.5354 16.2977 53.5354 16.3168 53.5354 16.3359 53.5354 16.3550 53.5354 16.3740 53.5354 16.3931 53.5354 16.4122 53.5354 16.4313 53.5354 16.4504 53.5354 16.4695 53.5354 16.4885 53.5354 16.5076 53.5354 16.5267 53.5354 16.5458 53.5354 16.5649 53.5354 16.5840 53.5354 16.6031 53.5354 16.6221 53.5354 16.6412 53.5354 16.6603 53.5354 16.6794 53.5354 16.6985 53.5354 16.7176 53.5354 16.7366 53.5354 16.7557 53.5354 16.7748 53.5354 16.7939 53.5354 16.8130 53.5354 16.8321 53.5354 16.8511 53.5354 16.8702 53.5354 16.8893 53.5354 16.9084 53.5354 16.9275 53.5354 16.9466 53.5354 16.9656 53.5354 16.9847 53.5354 17.0038 53.5354 17.0229 53.5354 17.0420 53.5354 17.0611 53.5354 17.0802 53.5354 17.0992 53.5354 17.1183 53.5354 17.1374 53.5354 17.1565 53.5354 17.1756 53.5354 17.1947 53.5354 17.2137 53.5354 17.2328 53.5354 17.2519 53.5354 17.2710 53.5354 17.2901 53.5354 17.3092 53.5354 17.3282 53.5354 17.3473 53.5354 17.3664 53.5354 17.3855 53.5354 17.4046 53.5354 17.4237 53.5354 17.4427 53.5354 17.4618 53.5354 17.4809 54.5455 17.5000 54.5455 17.5191 54.5455 17.5382 54.5455 17.5573 54.5455 17.5763 54.5455 17.5954 54.5455 17.6145 54.5455 17.6336 54.5455 17.6527 54.5455 17.6718 54.5455 17.6908 54.5455 17.7099 54.5455 17.7290 54.5455 17.7481 54.5455 17.7672 54.5455 17.7863 54.5455 17.8053 54.5455 17.8244 54.5455 17.8435 54.5455 17.8626 54.5455 17.8817 54.5455 17.9008 54.5455 17.9198 54.5455 17.9389 54.5455 17.9580 54.5455 17.9771 54.5455 17.9962 54.5455 18.0153 54.5455 18.0344 54.5455 18.0534 54.5455 18.0725 54.5455 18.0916 54.5455 18.1107 54.5455 18.1298 54.5455 18.1489 54.5455 18.1679 54.5455 18.1870 54.5455 18.2061 54.5455 18.2252 54.5455 18.2443 54.5455 18.2634 54.5455 18.2824 54.5455 18.3015 54.5455 18.3206 54.5455 18.3397 54.5455 18.3588 54.5455 18.3779 54.5455 18.3969 54.5455 18.4160 54.5455 18.4351 54.5455 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