#AUC 67.58 LogAUC 9.54 0.0000 0.0000 0.0129 0.0000 0.0225 0.2033 0.0354 0.2033 0.0451 0.4065 0.0580 0.4065 0.0709 0.4065 0.0838 0.4065 0.0966 0.4065 0.1000 0.4065 0.1095 0.4065 0.1224 0.4065 0.1321 0.6098 0.1417 0.8130 0.1546 0.8130 0.1675 0.8130 0.1804 0.8130 0.1933 0.8130 0.2062 0.8130 0.2190 0.8130 0.2319 0.8130 0.2416 1.0163 0.2545 1.0163 0.2641 1.2195 0.2738 1.4228 0.2867 1.4228 0.2996 1.4228 0.3125 1.4228 0.3253 1.4228 0.3382 1.4228 0.3479 1.6260 0.3608 1.6260 0.3737 1.6260 0.3865 1.6260 0.3994 1.6260 0.4123 1.6260 0.4252 1.6260 0.4381 1.6260 0.4510 1.6260 0.4639 1.6260 0.4767 1.6260 0.4896 1.6260 0.4993 1.8293 0.5122 1.8293 0.5251 1.8293 0.5379 1.8293 0.5508 1.8293 0.5605 2.0325 0.5734 2.0325 0.5830 2.2358 0.5959 2.2358 0.6088 2.2358 0.6217 2.2358 0.6346 2.2358 0.6475 2.2358 0.6604 2.2358 0.6732 2.2358 0.6861 2.2358 0.6958 2.4390 0.7055 2.6423 0.7151 2.8455 0.7248 3.0488 0.7377 3.0488 0.7505 3.0488 0.7634 3.0488 0.7763 3.0488 0.7860 3.2520 0.7956 3.4553 0.8085 3.4553 0.8214 3.4553 0.8343 3.4553 0.8472 3.4553 0.8568 3.6585 0.8697 3.6585 0.8826 3.6585 0.8955 3.6585 0.9052 3.8618 0.9181 3.8618 0.9309 3.8618 0.9406 4.0650 0.9535 4.0650 0.9664 4.0650 0.9793 4.0650 0.9921 4.0650 1.0050 4.0650 1.0179 4.0650 1.0308 4.0650 1.0437 4.0650 1.0566 4.0650 1.0694 4.0650 1.0823 4.0650 1.0952 4.0650 1.1081 4.0650 1.1210 4.0650 1.1339 4.0650 1.1468 4.0650 1.1596 4.0650 1.1725 4.0650 1.1822 4.2683 1.1951 4.2683 1.2080 4.2683 1.2208 4.2683 1.2337 4.2683 1.2466 4.2683 1.2595 4.2683 1.2724 4.2683 1.2853 4.2683 1.2982 4.2683 1.3110 4.2683 1.3207 4.4715 1.3304 4.6748 1.3400 4.8780 1.3529 4.8780 1.3626 5.0813 1.3755 5.0813 1.3884 5.0813 1.4012 5.0813 1.4141 5.0813 1.4270 5.0813 1.4399 5.0813 1.4528 5.0813 1.4657 5.0813 1.4721 5.4878 1.4850 5.4878 1.4947 5.6911 1.5011 6.0976 1.5140 6.0976 1.5236 6.3008 1.5333 6.5041 1.5462 6.5041 1.5591 6.5041 1.5687 6.7073 1.5816 6.7073 1.5881 7.1138 1.6010 7.1138 1.6138 7.1138 1.6267 7.1138 1.6364 7.3171 1.6493 7.3171 1.6622 7.3171 1.6750 7.3171 1.6879 7.3171 1.7008 7.3171 1.7137 7.3171 1.7266 7.3171 1.7395 7.3171 1.7524 7.3171 1.7652 7.3171 1.7781 7.3171 1.7878 7.5203 1.8007 7.5203 1.8136 7.5203 1.8264 7.5203 1.8393 7.5203 1.8522 7.5203 1.8651 7.5203 1.8780 7.5203 1.8909 7.5203 1.8973 7.9268 1.9102 7.9268 1.9199 8.1301 1.9295 8.3333 1.9392 8.5366 1.9488 8.7398 1.9617 8.7398 1.9746 8.7398 1.9875 8.7398 2.0004 8.7398 2.0133 8.7398 2.0262 8.7398 2.0390 8.7398 2.0519 8.7398 2.0648 8.7398 2.0745 8.9431 2.0874 8.9431 2.1002 8.9431 2.1131 8.9431 2.1260 8.9431 2.1389 8.9431 2.1518 8.9431 2.1647 8.9431 2.1776 8.9431 2.1904 8.9431 2.2033 8.9431 2.2162 8.9431 2.2291 8.9431 2.2420 8.9431 2.2549 8.9431 2.2677 8.9431 2.2806 8.9431 2.2935 8.9431 2.3032 9.1463 2.3128 9.3496 2.3257 9.3496 2.3386 9.3496 2.3515 9.3496 2.3644 9.3496 2.3773 9.3496 2.3869 9.5528 2.3998 9.5528 2.4127 9.5528 2.4256 9.5528 2.4385 9.5528 2.4514 9.5528 2.4642 9.5528 2.4771 9.5528 2.4900 9.5528 2.5029 9.5528 2.5158 9.5528 2.5287 9.5528 2.5416 9.5528 2.5544 9.5528 2.5673 9.5528 2.5802 9.5528 2.5899 9.7561 2.6028 9.7561 2.6092 10.1626 2.6221 10.1626 2.6350 10.1626 2.6446 10.3659 2.6575 10.3659 2.6704 10.3659 2.6833 10.3659 2.6962 10.3659 2.7091 10.3659 2.7219 10.3659 2.7348 10.3659 2.7477 10.3659 2.7606 10.3659 2.7735 10.3659 2.7864 10.3659 2.7993 10.3659 2.8089 10.5691 2.8218 10.5691 2.8282 10.9756 2.8411 10.9756 2.8540 10.9756 2.8637 11.1789 2.8733 11.3821 2.8862 11.3821 2.8959 11.5854 2.9088 11.5854 2.9217 11.5854 2.9345 11.5854 2.9442 11.7886 2.9571 11.7886 2.9700 11.7886 2.9829 11.7886 2.9893 12.1951 3.0022 12.1951 3.0151 12.1951 3.0280 12.1951 3.0408 12.1951 3.0537 12.1951 3.0666 12.1951 3.0763 12.3984 3.0892 12.3984 3.1020 12.3984 3.1149 12.3984 3.1278 12.3984 3.1407 12.3984 3.1536 12.3984 3.1665 12.3984 3.1794 12.3984 3.1890 12.6016 3.2019 12.6016 3.2148 12.6016 3.2277 12.6016 3.2406 12.6016 3.2502 12.8049 3.2631 12.8049 3.2760 12.8049 3.2889 12.8049 3.3018 12.8049 3.3147 12.8049 3.3243 13.0081 3.3372 13.0081 3.3501 13.0081 3.3630 13.0081 3.3759 13.0081 3.3823 13.4146 3.3952 13.4146 3.4081 13.4146 3.4210 13.4146 3.4338 13.4146 3.4467 13.4146 3.4564 13.6179 3.4693 13.6179 3.4822 13.6179 3.4950 13.6179 3.5079 13.6179 3.5208 13.6179 3.5337 13.6179 3.5466 13.6179 3.5595 13.6179 3.5723 13.6179 3.5852 13.6179 3.5981 13.6179 3.6110 13.6179 3.6239 13.6179 3.6368 13.6179 3.6497 13.6179 3.6625 13.6179 3.6754 13.6179 3.6883 13.6179 3.7012 13.6179 3.7141 13.6179 3.7270 13.6179 3.7399 13.6179 3.7495 13.8211 3.7624 13.8211 3.7753 13.8211 3.7882 13.8211 3.8011 13.8211 3.8139 13.8211 3.8236 14.0244 3.8365 14.0244 3.8494 14.0244 3.8623 14.0244 3.8751 14.0244 3.8880 14.0244 3.9009 14.0244 3.9138 14.0244 3.9267 14.0244 3.9396 14.0244 3.9525 14.0244 3.9653 14.0244 3.9782 14.0244 3.9911 14.0244 4.0040 14.0244 4.0169 14.0244 4.0265 14.2276 4.0394 14.2276 4.0523 14.2276 4.0652 14.2276 4.0781 14.2276 4.0877 14.4309 4.1006 14.4309 4.1135 14.4309 4.1264 14.4309 4.1361 14.6341 4.1489 14.6341 4.1618 14.6341 4.1747 14.6341 4.1876 14.6341 4.2005 14.6341 4.2134 14.6341 4.2263 14.6341 4.2391 14.6341 4.2488 14.8374 4.2617 14.8374 4.2746 14.8374 4.2875 14.8374 4.3003 14.8374 4.3132 14.8374 4.3261 14.8374 4.3390 14.8374 4.3519 14.8374 4.3648 14.8374 4.3777 14.8374 4.3905 14.8374 4.4002 15.0407 4.4131 15.0407 4.4260 15.0407 4.4389 15.0407 4.4517 15.0407 4.4646 15.0407 4.4775 15.0407 4.4904 15.0407 4.5001 15.2439 4.5129 15.2439 4.5258 15.2439 4.5387 15.2439 4.5516 15.2439 4.5645 15.2439 4.5742 15.4472 4.5870 15.4472 4.5999 15.4472 4.6096 15.6504 4.6225 15.6504 4.6354 15.6504 4.6482 15.6504 4.6611 15.6504 4.6740 15.6504 4.6869 15.6504 4.6998 15.6504 4.7127 15.6504 4.7256 15.6504 4.7384 15.6504 4.7513 15.6504 4.7642 15.6504 4.7771 15.6504 4.7900 15.6504 4.8029 15.6504 4.8157 15.6504 4.8286 15.6504 4.8415 15.6504 4.8544 15.6504 4.8673 15.6504 4.8802 15.6504 4.8931 15.6504 4.9059 15.6504 4.9188 15.6504 4.9317 15.6504 4.9446 15.6504 4.9575 15.6504 4.9704 15.6504 4.9800 15.8537 4.9929 15.8537 5.0058 15.8537 5.0187 15.8537 5.0316 15.8537 5.0445 15.8537 5.0573 15.8537 5.0702 15.8537 5.0831 15.8537 5.0960 15.8537 5.1089 15.8537 5.1218 15.8537 5.1346 15.8537 5.1475 15.8537 5.1604 15.8537 5.1733 15.8537 5.1862 15.8537 5.1991 15.8537 5.2120 15.8537 5.2248 15.8537 5.2377 15.8537 5.2506 15.8537 5.2603 16.0569 5.2732 16.0569 5.2860 16.0569 5.2989 16.0569 5.3118 16.0569 5.3247 16.0569 5.3376 16.0569 5.3505 16.0569 5.3634 16.0569 5.3762 16.0569 5.3891 16.0569 5.4020 16.0569 5.4149 16.0569 5.4278 16.0569 5.4407 16.0569 5.4535 16.0569 5.4664 16.0569 5.4761 16.2602 5.4890 16.2602 5.5019 16.2602 5.5115 16.4634 5.5244 16.4634 5.5373 16.4634 5.5502 16.4634 5.5631 16.4634 5.5760 16.4634 5.5888 16.4634 5.6017 16.4634 5.6146 16.4634 5.6275 16.4634 5.6404 16.4634 5.6500 16.6667 5.6629 16.6667 5.6758 16.6667 5.6887 16.6667 5.7016 16.6667 5.7145 16.6667 5.7274 16.6667 5.7370 16.8699 5.7499 16.8699 5.7628 16.8699 5.7757 16.8699 5.7886 16.8699 5.8014 16.8699 5.8143 16.8699 5.8272 16.8699 5.8401 16.8699 5.8530 16.8699 5.8659 16.8699 5.8788 16.8699 5.8884 17.0732 5.9013 17.0732 5.9142 17.0732 5.9271 17.0732 5.9400 17.0732 5.9528 17.0732 5.9657 17.0732 5.9786 17.0732 5.9915 17.0732 6.0044 17.0732 6.0173 17.0732 6.0302 17.0732 6.0430 17.0732 6.0559 17.0732 6.0688 17.0732 6.0817 17.0732 6.0946 17.0732 6.1075 17.0732 6.1203 17.0732 6.1332 17.0732 6.1461 17.0732 6.1558 17.2764 6.1687 17.2764 6.1815 17.2764 6.1944 17.2764 6.2073 17.2764 6.2202 17.2764 6.2331 17.2764 6.2460 17.2764 6.2589 17.2764 6.2717 17.2764 6.2846 17.2764 6.2975 17.2764 6.3104 17.2764 6.3201 17.4797 6.3329 17.4797 6.3458 17.4797 6.3587 17.4797 6.3716 17.4797 6.3845 17.4797 6.3974 17.4797 6.4103 17.4797 6.4231 17.4797 6.4328 17.6829 6.4457 17.6829 6.4586 17.6829 6.4650 18.0894 6.4779 18.0894 6.4908 18.0894 6.5037 18.0894 6.5166 18.0894 6.5294 18.0894 6.5423 18.0894 6.5552 18.0894 6.5681 18.0894 6.5810 18.0894 6.5939 18.0894 6.6068 18.0894 6.6196 18.0894 6.6325 18.0894 6.6454 18.0894 6.6583 18.0894 6.6680 18.2927 6.6808 18.2927 6.6937 18.2927 6.7066 18.2927 6.7195 18.2927 6.7324 18.2927 6.7453 18.2927 6.7581 18.2927 6.7710 18.2927 6.7839 18.2927 6.7968 18.2927 6.8097 18.2927 6.8226 18.2927 6.8355 18.2927 6.8483 18.2927 6.8612 18.2927 6.8741 18.2927 6.8870 18.2927 6.8999 18.2927 6.9128 18.2927 6.9257 18.2927 6.9385 18.2927 6.9514 18.2927 6.9611 18.4959 6.9740 18.4959 6.9869 18.4959 6.9997 18.4959 7.0126 18.4959 7.0255 18.4959 7.0384 18.4959 7.0513 18.4959 7.0642 18.4959 7.0771 18.4959 7.0867 18.6992 7.0996 18.6992 7.1125 18.6992 7.1254 18.6992 7.1383 18.6992 7.1511 18.6992 7.1640 18.6992 7.1769 18.6992 7.1898 18.6992 7.2027 18.6992 7.2156 18.6992 7.2284 18.6992 7.2413 18.6992 7.2542 18.6992 7.2671 18.6992 7.2768 18.9024 7.2897 18.9024 7.3025 18.9024 7.3154 18.9024 7.3283 18.9024 7.3412 18.9024 7.3541 18.9024 7.3670 18.9024 7.3798 18.9024 7.3927 18.9024 7.4056 18.9024 7.4185 18.9024 7.4314 18.9024 7.4443 18.9024 7.4572 18.9024 7.4700 18.9024 7.4829 18.9024 7.4958 18.9024 7.5087 18.9024 7.5216 18.9024 7.5345 18.9024 7.5474 18.9024 7.5602 18.9024 7.5731 18.9024 7.5860 18.9024 7.5989 18.9024 7.6118 18.9024 7.6247 18.9024 7.6375 18.9024 7.6504 18.9024 7.6633 18.9024 7.6762 18.9024 7.6891 18.9024 7.7020 18.9024 7.7149 18.9024 7.7277 18.9024 7.7406 18.9024 7.7535 18.9024 7.7664 18.9024 7.7793 18.9024 7.7922 18.9024 7.8051 18.9024 7.8179 18.9024 7.8308 18.9024 7.8437 18.9024 7.8566 18.9024 7.8695 18.9024 7.8824 18.9024 7.8952 18.9024 7.9081 18.9024 7.9210 18.9024 7.9339 18.9024 7.9468 18.9024 7.9597 18.9024 7.9726 18.9024 7.9854 18.9024 7.9983 18.9024 8.0112 18.9024 8.0241 18.9024 8.0370 18.9024 8.0499 18.9024 8.0627 18.9024 8.0756 18.9024 8.0853 19.1057 8.0982 19.1057 8.1111 19.1057 8.1240 19.1057 8.1368 19.1057 8.1497 19.1057 8.1626 19.1057 8.1755 19.1057 8.1884 19.1057 8.2013 19.1057 8.2141 19.1057 8.2270 19.1057 8.2399 19.1057 8.2528 19.1057 8.2625 19.3089 8.2754 19.3089 8.2882 19.3089 8.3011 19.3089 8.3140 19.3089 8.3269 19.3089 8.3398 19.3089 8.3527 19.3089 8.3655 19.3089 8.3784 19.3089 8.3913 19.3089 8.4042 19.3089 8.4171 19.3089 8.4267 19.5122 8.4396 19.5122 8.4525 19.5122 8.4654 19.5122 8.4783 19.5122 8.4912 19.5122 8.5041 19.5122 8.5169 19.5122 8.5298 19.5122 8.5427 19.5122 8.5556 19.5122 8.5685 19.5122 8.5814 19.5122 8.5943 19.5122 8.6071 19.5122 8.6200 19.5122 8.6329 19.5122 8.6426 19.7154 8.6555 19.7154 8.6683 19.7154 8.6812 19.7154 8.6941 19.7154 8.7070 19.7154 8.7199 19.7154 8.7328 19.7154 8.7457 19.7154 8.7585 19.7154 8.7714 19.7154 8.7843 19.7154 8.7972 19.7154 8.8101 19.7154 8.8230 19.7154 8.8358 19.7154 8.8487 19.7154 8.8584 19.9187 8.8713 19.9187 8.8842 19.9187 8.8970 19.9187 8.9099 19.9187 8.9196 20.1220 8.9325 20.1220 8.9454 20.1220 8.9583 20.1220 8.9711 20.1220 8.9840 20.1220 8.9969 20.1220 9.0098 20.1220 9.0227 20.1220 9.0356 20.1220 9.0452 20.3252 9.0581 20.3252 9.0710 20.3252 9.0839 20.3252 9.0968 20.3252 9.1097 20.3252 9.1225 20.3252 9.1354 20.3252 9.1483 20.3252 9.1612 20.3252 9.1741 20.3252 9.1870 20.3252 9.1998 20.3252 9.2127 20.3252 9.2256 20.3252 9.2385 20.3252 9.2514 20.3252 9.2643 20.3252 9.2772 20.3252 9.2900 20.3252 9.3029 20.3252 9.3158 20.3252 9.3287 20.3252 9.3416 20.3252 9.3545 20.3252 9.3673 20.3252 9.3802 20.3252 9.3931 20.3252 9.4060 20.3252 9.4189 20.3252 9.4318 20.3252 9.4447 20.3252 9.4543 20.5285 9.4672 20.5285 9.4801 20.5285 9.4930 20.5285 9.5059 20.5285 9.5187 20.5285 9.5316 20.5285 9.5445 20.5285 9.5574 20.5285 9.5703 20.5285 9.5832 20.5285 9.5961 20.5285 9.6089 20.5285 9.6218 20.5285 9.6315 20.7317 9.6444 20.7317 9.6573 20.7317 9.6701 20.7317 9.6830 20.7317 9.6959 20.7317 9.7088 20.7317 9.7185 20.9350 9.7313 20.9350 9.7442 20.9350 9.7571 20.9350 9.7700 20.9350 9.7829 20.9350 9.7958 20.9350 9.8087 20.9350 9.8215 20.9350 9.8344 20.9350 9.8473 20.9350 9.8602 20.9350 9.8731 20.9350 9.8860 20.9350 9.8989 20.9350 9.9117 20.9350 9.9246 20.9350 9.9343 21.1382 9.9440 21.3415 9.9568 21.3415 9.9697 21.3415 9.9826 21.3415 9.9955 21.3415 10.0084 21.3415 10.0213 21.3415 10.0341 21.3415 10.0470 21.3415 10.0599 21.3415 10.0728 21.3415 10.0857 21.3415 10.0986 21.3415 10.1115 21.3415 10.1243 21.3415 10.1340 21.5447 10.1469 21.5447 10.1598 21.5447 10.1694 21.7480 10.1823 21.7480 10.1952 21.7480 10.2081 21.7480 10.2210 21.7480 10.2339 21.7480 10.2435 21.9512 10.2564 21.9512 10.2661 22.1545 10.2790 22.1545 10.2918 22.1545 10.3047 22.1545 10.3144 22.3577 10.3273 22.3577 10.3402 22.3577 10.3530 22.3577 10.3659 22.3577 10.3788 22.3577 10.3917 22.3577 10.4046 22.3577 10.4175 22.3577 10.4304 22.3577 10.4400 22.5610 10.4529 22.5610 10.4658 22.5610 10.4787 22.5610 10.4883 22.7642 10.5012 22.7642 10.5141 22.7642 10.5270 22.7642 10.5399 22.7642 10.5528 22.7642 10.5656 22.7642 10.5753 22.9675 10.5882 22.9675 10.6011 22.9675 10.6140 22.9675 10.6269 22.9675 10.6397 22.9675 10.6526 22.9675 10.6655 22.9675 10.6784 22.9675 10.6913 22.9675 10.7042 22.9675 10.7170 22.9675 10.7299 22.9675 10.7428 22.9675 10.7525 23.1707 10.7654 23.1707 10.7750 23.3740 10.7879 23.3740 10.8008 23.3740 10.8137 23.3740 10.8233 23.5772 10.8362 23.5772 10.8491 23.5772 10.8620 23.5772 10.8749 23.5772 10.8878 23.5772 10.9007 23.5772 10.9135 23.5772 10.9264 23.5772 10.9393 23.5772 10.9522 23.5772 10.9619 23.7805 10.9747 23.7805 10.9844 23.9837 10.9973 23.9837 11.0102 23.9837 11.0231 23.9837 11.0359 23.9837 11.0488 23.9837 11.0617 23.9837 11.0746 23.9837 11.0875 23.9837 11.1004 23.9837 11.1133 23.9837 11.1261 23.9837 11.1390 23.9837 11.1519 23.9837 11.1616 24.1870 11.1745 24.1870 11.1873 24.1870 11.2002 24.1870 11.2131 24.1870 11.2260 24.1870 11.2389 24.1870 11.2518 24.1870 11.2647 24.1870 11.2775 24.1870 11.2904 24.1870 11.3033 24.1870 11.3162 24.1870 11.3291 24.1870 11.3420 24.1870 11.3516 24.3902 11.3645 24.3902 11.3774 24.3902 11.3903 24.3902 11.4032 24.3902 11.4161 24.3902 11.4257 24.5935 11.4386 24.5935 11.4515 24.5935 11.4644 24.5935 11.4740 24.7967 11.4837 25.0000 11.4966 25.0000 11.5095 25.0000 11.5224 25.0000 11.5352 25.0000 11.5481 25.0000 11.5610 25.0000 11.5739 25.0000 11.5868 25.0000 11.5997 25.0000 11.6125 25.0000 11.6254 25.0000 11.6383 25.0000 11.6512 25.0000 11.6641 25.0000 11.6770 25.0000 11.6899 25.0000 11.7027 25.0000 11.7156 25.0000 11.7285 25.0000 11.7414 25.0000 11.7543 25.0000 11.7672 25.0000 11.7801 25.0000 11.7929 25.0000 11.8058 25.0000 11.8187 25.0000 11.8252 25.4065 11.8380 25.4065 11.8509 25.4065 11.8638 25.4065 11.8767 25.4065 11.8896 25.4065 11.9025 25.4065 11.9153 25.4065 11.9282 25.4065 11.9411 25.4065 11.9540 25.4065 11.9669 25.4065 11.9798 25.4065 11.9927 25.4065 12.0055 25.4065 12.0184 25.4065 12.0313 25.4065 12.0442 25.4065 12.0571 25.4065 12.0700 25.4065 12.0829 25.4065 12.0957 25.4065 12.1086 25.4065 12.1215 25.4065 12.1344 25.4065 12.1473 25.4065 12.1602 25.4065 12.1730 25.4065 12.1827 25.6098 12.1956 25.6098 12.2085 25.6098 12.2214 25.6098 12.2342 25.6098 12.2471 25.6098 12.2600 25.6098 12.2729 25.6098 12.2858 25.6098 12.2987 25.6098 12.3116 25.6098 12.3244 25.6098 12.3373 25.6098 12.3502 25.6098 12.3631 25.6098 12.3760 25.6098 12.3889 25.6098 12.4018 25.6098 12.4146 25.6098 12.4275 25.6098 12.4404 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