#AUC 58.75 LogAUC 6.10 0.0000 0.0000 0.0127 0.0000 0.0254 0.2033 0.0381 0.2033 0.0507 0.4065 0.0634 0.6098 0.0761 0.6098 0.0888 0.6098 0.1000 0.6098 0.1015 0.6098 0.1142 0.6098 0.1268 0.6098 0.1395 0.6098 0.1522 0.6098 0.1649 0.8130 0.1776 0.8130 0.1903 0.8130 0.2029 0.8130 0.2156 0.8130 0.2283 0.8130 0.2410 0.8130 0.2537 0.8130 0.2664 0.8130 0.2791 0.8130 0.2917 0.8130 0.3044 1.0163 0.3171 1.2195 0.3298 1.2195 0.3425 1.2195 0.3552 1.4228 0.3678 1.4228 0.3805 1.4228 0.3932 1.4228 0.4059 1.4228 0.4186 1.6260 0.4313 1.8293 0.4440 1.8293 0.4566 1.8293 0.4693 1.8293 0.4820 1.8293 0.4947 1.8293 0.5074 1.8293 0.5201 1.8293 0.5327 2.0325 0.5454 2.0325 0.5581 2.2358 0.5708 2.2358 0.5835 2.2358 0.5962 2.2358 0.6088 2.2358 0.6215 2.2358 0.6342 2.2358 0.6469 2.2358 0.6596 2.2358 0.6723 2.2358 0.6850 2.2358 0.6976 2.2358 0.7103 2.4390 0.7230 2.4390 0.7357 2.4390 0.7484 2.4390 0.7611 2.6423 0.7737 2.6423 0.7864 2.6423 0.7991 2.6423 0.8118 2.6423 0.8245 2.6423 0.8372 2.6423 0.8498 2.6423 0.8625 2.8455 0.8752 3.0488 0.8879 3.0488 0.9006 3.0488 0.9133 3.0488 0.9260 3.2520 0.9386 3.6585 0.9513 3.6585 0.9640 3.6585 0.9767 3.6585 0.9894 3.6585 1.0021 3.8618 1.0147 4.0650 1.0274 4.0650 1.0401 4.0650 1.0528 4.0650 1.0655 4.0650 1.0782 4.0650 1.0909 4.0650 1.1035 4.0650 1.1162 4.2683 1.1289 4.2683 1.1416 4.2683 1.1543 4.2683 1.1670 4.2683 1.1796 4.2683 1.1923 4.4715 1.2050 4.4715 1.2177 4.4715 1.2304 4.4715 1.2431 4.6748 1.2557 4.6748 1.2684 4.6748 1.2811 4.6748 1.2938 4.8780 1.3065 4.8780 1.3192 4.8780 1.3319 4.8780 1.3445 4.8780 1.3572 4.8780 1.3699 4.8780 1.3826 4.8780 1.3953 5.0813 1.4080 5.2846 1.4206 5.4878 1.4333 5.4878 1.4460 5.6911 1.4587 5.6911 1.4714 5.6911 1.4841 5.6911 1.4967 5.6911 1.5094 5.8943 1.5221 5.8943 1.5348 5.8943 1.5475 5.8943 1.5602 5.8943 1.5729 5.8943 1.5855 5.8943 1.5982 5.8943 1.6109 6.3008 1.6236 6.3008 1.6363 6.3008 1.6490 6.7073 1.6616 6.7073 1.6743 6.7073 1.6870 6.7073 1.6997 6.7073 1.7124 6.7073 1.7251 6.7073 1.7378 6.7073 1.7504 6.7073 1.7631 6.7073 1.7758 6.7073 1.7885 6.7073 1.8012 6.7073 1.8139 6.7073 1.8265 6.7073 1.8392 6.7073 1.8519 6.7073 1.8646 6.7073 1.8773 6.7073 1.8900 6.7073 1.9026 6.7073 1.9153 6.7073 1.9280 6.7073 1.9407 6.9106 1.9534 6.9106 1.9661 6.9106 1.9788 6.9106 1.9914 6.9106 2.0041 6.9106 2.0168 6.9106 2.0295 6.9106 2.0422 7.1138 2.0549 7.1138 2.0675 7.1138 2.0802 7.1138 2.0929 7.1138 2.1056 7.1138 2.1183 7.3171 2.1310 7.3171 2.1436 7.3171 2.1563 7.3171 2.1690 7.3171 2.1817 7.5203 2.1944 7.9268 2.2071 7.9268 2.2198 7.9268 2.2324 8.1301 2.2451 8.3333 2.2578 8.3333 2.2705 8.3333 2.2832 8.3333 2.2959 8.3333 2.3085 8.3333 2.3212 8.5366 2.3339 8.5366 2.3466 8.5366 2.3593 8.5366 2.3720 8.5366 2.3847 8.5366 2.3973 8.5366 2.4100 8.5366 2.4227 8.5366 2.4354 8.5366 2.4481 8.5366 2.4608 8.5366 2.4734 8.5366 2.4861 8.5366 2.4988 8.5366 2.5115 8.5366 2.5242 8.5366 2.5369 8.5366 2.5495 8.7398 2.5622 8.9431 2.5749 8.9431 2.5876 8.9431 2.6003 8.9431 2.6130 9.3496 2.6257 9.3496 2.6383 9.3496 2.6510 9.3496 2.6637 9.3496 2.6764 9.3496 2.6891 9.3496 2.7018 9.3496 2.7144 9.3496 2.7271 9.3496 2.7398 9.3496 2.7525 9.3496 2.7652 9.5528 2.7779 9.5528 2.7906 9.7561 2.8032 9.7561 2.8159 9.7561 2.8286 9.7561 2.8413 9.9593 2.8540 9.9593 2.8667 10.1626 2.8793 10.1626 2.8920 10.1626 2.9047 10.1626 2.9174 10.1626 2.9301 10.1626 2.9428 10.1626 2.9554 10.1626 2.9681 10.1626 2.9808 10.1626 2.9935 10.3659 3.0062 10.3659 3.0189 10.3659 3.0316 10.3659 3.0442 10.3659 3.0569 10.3659 3.0696 10.3659 3.0823 10.3659 3.0950 10.3659 3.1077 10.3659 3.1203 10.3659 3.1330 10.3659 3.1457 10.3659 3.1584 10.3659 3.1711 10.3659 3.1838 10.5691 3.1964 10.7724 3.2091 10.7724 3.2218 10.7724 3.2345 10.7724 3.2472 10.7724 3.2599 10.7724 3.2726 10.7724 3.2852 10.7724 3.2979 10.7724 3.3106 10.9756 3.3233 10.9756 3.3360 10.9756 3.3487 10.9756 3.3613 10.9756 3.3740 10.9756 3.3867 10.9756 3.3994 11.1789 3.4121 11.3821 3.4248 11.3821 3.4375 11.3821 3.4501 11.5854 3.4628 11.5854 3.4755 11.5854 3.4882 11.5854 3.5009 11.5854 3.5136 11.5854 3.5262 11.5854 3.5389 11.5854 3.5516 11.5854 3.5643 11.5854 3.5770 11.5854 3.5897 11.5854 3.6023 11.5854 3.6150 11.5854 3.6277 11.5854 3.6404 11.5854 3.6531 11.7886 3.6658 11.7886 3.6785 11.7886 3.6911 11.7886 3.7038 11.7886 3.7165 11.7886 3.7292 11.7886 3.7419 11.7886 3.7546 11.7886 3.7672 11.7886 3.7799 11.7886 3.7926 11.7886 3.8053 11.7886 3.8180 11.7886 3.8307 11.7886 3.8433 11.9919 3.8560 11.9919 3.8687 11.9919 3.8814 11.9919 3.8941 11.9919 3.9068 11.9919 3.9195 12.1951 3.9321 12.1951 3.9448 12.1951 3.9575 12.1951 3.9702 12.3984 3.9829 12.3984 3.9956 12.3984 4.0082 12.3984 4.0209 12.6016 4.0336 12.6016 4.0463 12.6016 4.0590 12.8049 4.0717 12.8049 4.0844 12.8049 4.0970 12.8049 4.1097 13.0081 4.1224 13.0081 4.1351 13.0081 4.1478 13.0081 4.1605 13.0081 4.1731 13.2114 4.1858 13.2114 4.1985 13.2114 4.2112 13.2114 4.2239 13.2114 4.2366 13.2114 4.2492 13.2114 4.2619 13.2114 4.2746 13.2114 4.2873 13.2114 4.3000 13.2114 4.3127 13.2114 4.3254 13.2114 4.3380 13.2114 4.3507 13.2114 4.3634 13.2114 4.3761 13.2114 4.3888 13.2114 4.4015 13.2114 4.4141 13.2114 4.4268 13.2114 4.4395 13.2114 4.4522 13.2114 4.4649 13.2114 4.4776 13.2114 4.4902 13.4146 4.5029 13.6179 4.5156 13.6179 4.5283 13.6179 4.5410 13.6179 4.5537 13.6179 4.5664 13.6179 4.5790 13.6179 4.5917 13.6179 4.6044 13.6179 4.6171 13.6179 4.6298 13.6179 4.6425 13.8211 4.6551 13.8211 4.6678 13.8211 4.6805 13.8211 4.6932 13.8211 4.7059 13.8211 4.7186 13.8211 4.7313 13.8211 4.7439 13.8211 4.7566 13.8211 4.7693 13.8211 4.7820 13.8211 4.7947 13.8211 4.8074 13.8211 4.8200 13.8211 4.8327 13.8211 4.8454 13.8211 4.8581 13.8211 4.8708 13.8211 4.8835 14.2276 4.8961 14.2276 4.9088 14.2276 4.9215 14.2276 4.9342 14.2276 4.9469 14.2276 4.9596 14.4309 4.9723 14.4309 4.9849 14.4309 4.9976 14.4309 5.0103 14.4309 5.0230 14.4309 5.0357 14.4309 5.0484 14.4309 5.0610 14.4309 5.0737 14.4309 5.0864 14.4309 5.0991 14.4309 5.1118 14.4309 5.1245 14.4309 5.1371 14.4309 5.1498 14.4309 5.1625 14.4309 5.1752 14.4309 5.1879 14.4309 5.2006 14.4309 5.2133 14.4309 5.2259 14.8374 5.2386 14.8374 5.2513 15.2439 5.2640 15.2439 5.2767 15.2439 5.2894 15.2439 5.3020 15.2439 5.3147 15.2439 5.3274 15.2439 5.3401 15.2439 5.3528 15.2439 5.3655 15.2439 5.3782 15.2439 5.3908 15.2439 5.4035 15.2439 5.4162 15.2439 5.4289 15.2439 5.4416 15.2439 5.4543 15.2439 5.4669 15.2439 5.4796 15.2439 5.4923 15.2439 5.5050 15.2439 5.5177 15.2439 5.5304 15.2439 5.5430 15.2439 5.5557 15.2439 5.5684 15.2439 5.5811 15.2439 5.5938 15.2439 5.6065 15.2439 5.6192 15.2439 5.6318 15.2439 5.6445 15.2439 5.6572 15.2439 5.6699 15.2439 5.6826 15.2439 5.6953 15.2439 5.7079 15.2439 5.7206 15.2439 5.7333 15.4472 5.7460 15.4472 5.7587 15.6504 5.7714 15.8537 5.7840 15.8537 5.7967 15.8537 5.8094 15.8537 5.8221 15.8537 5.8348 15.8537 5.8475 16.0569 5.8602 16.0569 5.8728 16.0569 5.8855 16.0569 5.8982 16.0569 5.9109 16.0569 5.9236 16.0569 5.9363 16.0569 5.9489 16.0569 5.9616 16.0569 5.9743 16.0569 5.9870 16.0569 5.9997 16.0569 6.0124 16.0569 6.0251 16.0569 6.0377 16.0569 6.0504 16.0569 6.0631 16.0569 6.0758 16.0569 6.0885 16.0569 6.1012 16.0569 6.1138 16.0569 6.1265 16.0569 6.1392 16.0569 6.1519 16.0569 6.1646 16.0569 6.1773 16.0569 6.1899 16.0569 6.2026 16.0569 6.2153 16.0569 6.2280 16.0569 6.2407 16.0569 6.2534 16.0569 6.2661 16.0569 6.2787 16.0569 6.2914 16.0569 6.3041 16.0569 6.3168 16.0569 6.3295 16.0569 6.3422 16.0569 6.3548 16.0569 6.3675 16.0569 6.3802 16.0569 6.3929 16.0569 6.4056 16.0569 6.4183 16.0569 6.4309 16.0569 6.4436 16.0569 6.4563 16.0569 6.4690 16.0569 6.4817 16.0569 6.4944 16.0569 6.5071 16.0569 6.5197 16.0569 6.5324 16.0569 6.5451 16.0569 6.5578 16.0569 6.5705 16.0569 6.5832 16.0569 6.5958 16.0569 6.6085 16.0569 6.6212 16.0569 6.6339 16.0569 6.6466 16.2602 6.6593 16.2602 6.6720 16.2602 6.6846 16.2602 6.6973 16.2602 6.7100 16.4634 6.7227 16.4634 6.7354 16.4634 6.7481 16.4634 6.7607 16.6667 6.7734 16.6667 6.7861 16.6667 6.7988 16.8699 6.8115 16.8699 6.8242 17.2764 6.8368 17.2764 6.8495 17.2764 6.8622 17.2764 6.8749 17.2764 6.8876 17.2764 6.9003 17.2764 6.9130 17.2764 6.9256 17.4797 6.9383 17.4797 6.9510 17.4797 6.9637 17.4797 6.9764 17.4797 6.9891 17.4797 7.0017 17.4797 7.0144 17.4797 7.0271 17.4797 7.0398 17.6829 7.0525 17.6829 7.0652 17.6829 7.0779 17.6829 7.0905 17.6829 7.1032 17.6829 7.1159 17.6829 7.1286 17.6829 7.1413 17.6829 7.1540 17.6829 7.1666 17.6829 7.1793 17.6829 7.1920 17.6829 7.2047 17.6829 7.2174 17.6829 7.2301 17.6829 7.2427 17.6829 7.2554 17.6829 7.2681 17.6829 7.2808 17.8862 7.2935 17.8862 7.3062 18.0894 7.3189 18.0894 7.3315 18.0894 7.3442 18.0894 7.3569 18.0894 7.3696 18.0894 7.3823 18.0894 7.3950 18.0894 7.4076 18.0894 7.4203 18.0894 7.4330 18.0894 7.4457 18.0894 7.4584 18.0894 7.4711 18.0894 7.4837 18.0894 7.4964 18.4959 7.5091 18.4959 7.5218 18.4959 7.5345 18.4959 7.5472 18.4959 7.5599 18.4959 7.5725 18.4959 7.5852 18.6992 7.5979 18.6992 7.6106 18.6992 7.6233 18.6992 7.6360 18.9024 7.6486 18.9024 7.6613 18.9024 7.6740 18.9024 7.6867 18.9024 7.6994 18.9024 7.7121 18.9024 7.7248 18.9024 7.7374 18.9024 7.7501 18.9024 7.7628 18.9024 7.7755 18.9024 7.7882 18.9024 7.8009 18.9024 7.8135 18.9024 7.8262 18.9024 7.8389 18.9024 7.8516 18.9024 7.8643 18.9024 7.8770 18.9024 7.8896 18.9024 7.9023 18.9024 7.9150 18.9024 7.9277 18.9024 7.9404 18.9024 7.9531 18.9024 7.9658 18.9024 7.9784 18.9024 7.9911 18.9024 8.0038 18.9024 8.0165 18.9024 8.0292 18.9024 8.0419 18.9024 8.0545 18.9024 8.0672 18.9024 8.0799 18.9024 8.0926 18.9024 8.1053 18.9024 8.1180 18.9024 8.1306 19.3089 8.1433 19.3089 8.1560 19.3089 8.1687 19.3089 8.1814 19.3089 8.1941 19.3089 8.2068 19.3089 8.2194 19.3089 8.2321 19.3089 8.2448 19.3089 8.2575 19.3089 8.2702 19.7154 8.2829 19.7154 8.2955 19.7154 8.3082 19.7154 8.3209 19.7154 8.3336 19.7154 8.3463 19.7154 8.3590 19.7154 8.3717 19.7154 8.3843 19.7154 8.3970 19.7154 8.4097 19.7154 8.4224 19.7154 8.4351 19.7154 8.4478 19.7154 8.4604 19.7154 8.4731 19.7154 8.4858 19.7154 8.4985 19.7154 8.5112 19.7154 8.5239 19.9187 8.5365 19.9187 8.5492 20.1220 8.5619 20.1220 8.5746 20.1220 8.5873 20.1220 8.6000 20.1220 8.6127 20.1220 8.6253 20.1220 8.6380 20.1220 8.6507 20.1220 8.6634 20.1220 8.6761 20.1220 8.6888 20.1220 8.7014 20.1220 8.7141 20.1220 8.7268 20.3252 8.7395 20.3252 8.7522 20.5285 8.7649 20.5285 8.7775 20.5285 8.7902 20.5285 8.8029 20.5285 8.8156 20.7317 8.8283 20.7317 8.8410 20.7317 8.8537 20.7317 8.8663 20.7317 8.8790 20.7317 8.8917 20.7317 8.9044 20.7317 8.9171 20.7317 8.9298 20.7317 8.9424 20.7317 8.9551 20.7317 8.9678 20.7317 8.9805 20.9350 8.9932 20.9350 9.0059 20.9350 9.0186 20.9350 9.0312 20.9350 9.0439 20.9350 9.0566 20.9350 9.0693 21.1382 9.0820 21.3415 9.0947 21.3415 9.1073 21.3415 9.1200 21.3415 9.1327 21.3415 9.1454 21.3415 9.1581 21.3415 9.1708 21.3415 9.1834 21.3415 9.1961 21.3415 9.2088 21.3415 9.2215 21.3415 9.2342 21.3415 9.2469 21.3415 9.2596 21.5447 9.2722 21.5447 9.2849 21.5447 9.2976 21.5447 9.3103 21.7480 9.3230 21.7480 9.3357 21.7480 9.3483 21.9512 9.3610 21.9512 9.3737 21.9512 9.3864 21.9512 9.3991 21.9512 9.4118 21.9512 9.4244 21.9512 9.4371 21.9512 9.4498 22.1545 9.4625 22.1545 9.4752 22.1545 9.4879 22.3577 9.5006 22.3577 9.5132 22.3577 9.5259 22.3577 9.5386 22.3577 9.5513 22.3577 9.5640 22.3577 9.5767 22.5610 9.5893 22.5610 9.6020 22.5610 9.6147 22.5610 9.6274 22.5610 9.6401 22.5610 9.6528 22.5610 9.6655 22.5610 9.6781 22.5610 9.6908 22.5610 9.7035 22.5610 9.7162 22.5610 9.7289 22.5610 9.7416 22.5610 9.7542 22.5610 9.7669 22.5610 9.7796 22.7642 9.7923 22.7642 9.8050 22.7642 9.8177 22.7642 9.8303 22.7642 9.8430 22.9675 9.8557 22.9675 9.8684 22.9675 9.8811 22.9675 9.8938 22.9675 9.9065 22.9675 9.9191 22.9675 9.9318 22.9675 9.9445 22.9675 9.9572 22.9675 9.9699 22.9675 9.9826 22.9675 9.9952 22.9675 10.0079 22.9675 10.0206 22.9675 10.0333 22.9675 10.0460 22.9675 10.0587 22.9675 10.0713 22.9675 10.0840 22.9675 10.0967 22.9675 10.1094 22.9675 10.1221 22.9675 10.1348 22.9675 10.1475 22.9675 10.1601 22.9675 10.1728 22.9675 10.1855 22.9675 10.1982 22.9675 10.2109 22.9675 10.2236 22.9675 10.2362 22.9675 10.2489 22.9675 10.2616 22.9675 10.2743 22.9675 10.2870 23.1707 10.2997 23.1707 10.3124 23.1707 10.3250 23.1707 10.3377 23.1707 10.3504 23.3740 10.3631 23.3740 10.3758 23.3740 10.3885 23.3740 10.4011 23.3740 10.4138 23.3740 10.4265 23.3740 10.4392 23.3740 10.4519 23.3740 10.4646 23.5772 10.4772 23.5772 10.4899 23.5772 10.5026 23.5772 10.5153 23.5772 10.5280 23.5772 10.5407 23.5772 10.5534 23.5772 10.5660 23.5772 10.5787 23.5772 10.5914 23.5772 10.6041 23.5772 10.6168 23.5772 10.6295 23.5772 10.6421 23.5772 10.6548 23.5772 10.6675 23.5772 10.6802 23.5772 10.6929 23.5772 10.7056 23.5772 10.7182 23.5772 10.7309 23.5772 10.7436 23.5772 10.7563 23.5772 10.7690 23.5772 10.7817 23.5772 10.7944 23.5772 10.8070 23.5772 10.8197 23.5772 10.8324 23.5772 10.8451 23.5772 10.8578 23.5772 10.8705 23.5772 10.8831 23.5772 10.8958 23.5772 10.9085 23.5772 10.9212 23.5772 10.9339 23.5772 10.9466 23.5772 10.9593 23.5772 10.9719 23.5772 10.9846 23.5772 10.9973 23.5772 11.0100 23.5772 11.0227 23.5772 11.0354 23.5772 11.0480 23.5772 11.0607 23.5772 11.0734 23.5772 11.0861 23.5772 11.0988 23.5772 11.1115 23.5772 11.1241 23.5772 11.1368 23.5772 11.1495 23.5772 11.1622 23.5772 11.1749 23.5772 11.1876 23.7805 11.2003 23.7805 11.2129 23.7805 11.2256 23.9837 11.2383 23.9837 11.2510 23.9837 11.2637 23.9837 11.2764 23.9837 11.2890 24.1870 11.3017 24.1870 11.3144 24.1870 11.3271 24.1870 11.3398 24.1870 11.3525 24.1870 11.3651 24.1870 11.3778 24.1870 11.3905 24.3902 11.4032 24.3902 11.4159 24.3902 11.4286 24.3902 11.4413 24.3902 11.4539 24.3902 11.4666 24.3902 11.4793 24.3902 11.4920 24.3902 11.5047 24.3902 11.5174 24.3902 11.5300 24.3902 11.5427 24.3902 11.5554 24.3902 11.5681 24.3902 11.5808 24.3902 11.5935 24.3902 11.6062 24.3902 11.6188 24.3902 11.6315 24.3902 11.6442 24.3902 11.6569 24.3902 11.6696 24.3902 11.6823 24.3902 11.6949 24.3902 11.7076 24.3902 11.7203 24.3902 11.7330 24.3902 11.7457 24.3902 11.7584 24.3902 11.7710 24.3902 11.7837 24.3902 11.7964 24.5935 11.8091 24.5935 11.8218 24.5935 11.8345 24.5935 11.8472 24.5935 11.8598 24.5935 11.8725 24.5935 11.8852 24.5935 11.8979 24.5935 11.9106 24.5935 11.9233 24.5935 11.9359 24.5935 11.9486 24.5935 11.9613 24.5935 11.9740 24.5935 11.9867 24.5935 11.9994 24.5935 12.0121 24.5935 12.0247 24.5935 12.0374 24.5935 12.0501 24.5935 12.0628 24.5935 12.0755 24.5935 12.0882 24.5935 12.1008 24.5935 12.1135 24.5935 12.1262 24.5935 12.1389 24.5935 12.1516 24.5935 12.1643 24.5935 12.1769 24.5935 12.1896 24.5935 12.2023 24.5935 12.2150 24.7967 12.2277 24.7967 12.2404 24.7967 12.2531 24.7967 12.2657 24.7967 12.2784 24.7967 12.2911 24.7967 12.3038 24.7967 12.3165 24.7967 12.3292 24.7967 12.3418 24.7967 12.3545 24.7967 12.3672 24.7967 12.3799 24.7967 12.3926 24.7967 12.4053 24.7967 12.4179 24.7967 12.4306 24.7967 12.4433 24.7967 12.4560 24.7967 12.4687 24.7967 12.4814 24.7967 12.4941 24.7967 12.5067 24.7967 12.5194 24.7967 12.5321 24.7967 12.5448 25.0000 12.5575 25.0000 12.5702 25.0000 12.5828 25.0000 12.5955 25.0000 12.6082 25.0000 12.6209 25.0000 12.6336 25.0000 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