#AUC 62.51 LogAUC 5.32 0.0000 0.0000 0.0093 0.5495 0.0186 1.0989 0.0373 1.0989 0.0559 1.0989 0.0745 1.0989 0.0932 1.0989 0.1000 1.0989 0.1118 1.0989 0.1305 1.0989 0.1491 1.0989 0.1584 1.6484 0.1770 1.6484 0.1957 1.6484 0.2050 2.1978 0.2236 2.1978 0.2423 2.1978 0.2609 2.1978 0.2795 2.1978 0.2982 2.1978 0.3168 2.1978 0.3354 2.1978 0.3541 2.1978 0.3727 2.1978 0.3914 2.1978 0.4100 2.1978 0.4286 2.1978 0.4473 2.1978 0.4659 2.1978 0.4845 2.1978 0.5032 2.1978 0.5218 2.1978 0.5404 2.1978 0.5498 2.7473 0.5684 2.7473 0.5870 2.7473 0.6057 2.7473 0.6243 2.7473 0.6429 2.7473 0.6616 2.7473 0.6802 2.7473 0.6988 2.7473 0.7175 2.7473 0.7361 2.7473 0.7548 2.7473 0.7734 2.7473 0.7920 2.7473 0.8107 2.7473 0.8293 2.7473 0.8479 2.7473 0.8666 2.7473 0.8852 2.7473 0.9038 2.7473 0.9225 2.7473 0.9411 2.7473 0.9597 2.7473 0.9784 2.7473 0.9970 2.7473 1.0157 2.7473 1.0343 2.7473 1.0529 2.7473 1.0716 2.7473 1.0902 2.7473 1.1088 2.7473 1.1275 2.7473 1.1461 2.7473 1.1647 2.7473 1.1834 2.7473 1.2020 2.7473 1.2206 2.7473 1.2393 2.7473 1.2579 2.7473 1.2766 2.7473 1.2952 2.7473 1.3045 3.2967 1.3231 3.2967 1.3418 3.2967 1.3604 3.2967 1.3791 3.2967 1.3977 3.2967 1.4163 3.2967 1.4350 3.2967 1.4536 3.2967 1.4722 3.2967 1.4909 3.2967 1.5095 3.2967 1.5281 3.2967 1.5468 3.2967 1.5654 3.2967 1.5840 3.2967 1.6027 3.2967 1.6213 3.2967 1.6400 3.2967 1.6586 3.2967 1.6772 3.2967 1.6959 3.2967 1.7145 3.2967 1.7331 3.2967 1.7518 3.2967 1.7704 3.2967 1.7890 3.2967 1.8077 3.2967 1.8263 3.2967 1.8449 3.2967 1.8636 3.2967 1.8822 3.2967 1.9009 3.2967 1.9195 3.2967 1.9381 3.2967 1.9568 3.2967 1.9754 3.2967 1.9940 3.2967 2.0127 3.2967 2.0313 3.2967 2.0499 3.2967 2.0686 3.2967 2.0872 3.2967 2.1059 3.2967 2.1245 3.2967 2.1431 3.2967 2.1524 3.8462 2.1711 3.8462 2.1897 3.8462 2.2083 3.8462 2.2270 3.8462 2.2456 3.8462 2.2643 3.8462 2.2829 3.8462 2.3015 3.8462 2.3202 3.8462 2.3388 3.8462 2.3574 3.8462 2.3761 3.8462 2.3947 3.8462 2.4133 3.8462 2.4320 3.8462 2.4506 3.8462 2.4693 3.8462 2.4879 3.8462 2.5065 3.8462 2.5252 3.8462 2.5438 3.8462 2.5624 3.8462 2.5717 4.3956 2.5904 4.3956 2.6090 4.3956 2.6277 4.3956 2.6463 4.3956 2.6649 4.3956 2.6836 4.3956 2.7022 4.3956 2.7208 4.3956 2.7395 4.3956 2.7581 4.3956 2.7767 4.3956 2.7954 4.3956 2.8140 4.3956 2.8327 4.3956 2.8513 4.3956 2.8699 4.3956 2.8886 4.3956 2.9072 4.3956 2.9258 4.3956 2.9445 4.3956 2.9631 4.3956 2.9817 4.3956 3.0004 4.3956 3.0190 4.3956 3.0376 4.3956 3.0563 4.3956 3.0749 4.3956 3.0936 4.3956 3.1122 4.3956 3.1308 4.3956 3.1495 4.3956 3.1681 4.3956 3.1867 4.3956 3.2054 4.3956 3.2240 4.3956 3.2426 4.3956 3.2613 4.3956 3.2799 4.3956 3.2985 4.3956 3.3172 4.3956 3.3358 4.3956 3.3545 4.3956 3.3731 4.3956 3.3917 4.3956 3.4104 4.3956 3.4290 4.3956 3.4383 4.9451 3.4570 4.9451 3.4756 4.9451 3.4942 4.9451 3.5129 4.9451 3.5315 4.9451 3.5501 4.9451 3.5688 4.9451 3.5874 4.9451 3.6060 4.9451 3.6247 4.9451 3.6433 4.9451 3.6619 4.9451 3.6806 4.9451 3.6992 4.9451 3.7179 4.9451 3.7365 4.9451 3.7551 4.9451 3.7738 4.9451 3.7924 4.9451 3.8110 4.9451 3.8297 4.9451 3.8483 4.9451 3.8576 5.4945 3.8763 5.4945 3.8949 5.4945 3.9135 5.4945 3.9322 5.4945 3.9508 5.4945 3.9694 5.4945 3.9881 5.4945 4.0067 5.4945 4.0253 5.4945 4.0440 5.4945 4.0533 6.0440 4.0719 6.0440 4.0906 6.0440 4.1092 6.0440 4.1278 6.0440 4.1465 6.0440 4.1651 6.0440 4.1837 6.0440 4.2024 6.0440 4.2210 6.0440 4.2397 6.0440 4.2583 6.0440 4.2769 6.0440 4.2956 6.0440 4.3142 6.0440 4.3328 6.0440 4.3515 6.0440 4.3701 6.0440 4.3887 6.0440 4.4074 6.0440 4.4260 6.0440 4.4447 6.0440 4.4633 6.0440 4.4819 6.0440 4.5006 6.0440 4.5192 6.0440 4.5378 6.0440 4.5565 6.0440 4.5751 6.0440 4.5937 6.0440 4.6124 6.0440 4.6310 6.0440 4.6496 6.0440 4.6683 6.0440 4.6869 6.0440 4.7056 6.0440 4.7242 6.0440 4.7428 6.0440 4.7615 6.0440 4.7801 6.0440 4.7987 6.0440 4.8174 6.0440 4.8360 6.0440 4.8546 6.0440 4.8733 6.0440 4.8919 6.0440 4.9105 6.0440 4.9292 6.0440 4.9478 6.0440 4.9665 6.0440 4.9851 6.0440 5.0037 6.0440 5.0224 6.0440 5.0410 6.0440 5.0596 6.0440 5.0783 6.0440 5.0969 6.0440 5.1155 6.0440 5.1342 6.0440 5.1528 6.0440 5.1714 6.0440 5.1901 6.0440 5.2087 6.0440 5.2274 6.0440 5.2460 6.0440 5.2646 6.0440 5.2833 6.0440 5.3019 6.0440 5.3205 6.0440 5.3392 6.0440 5.3578 6.0440 5.3764 6.0440 5.3951 6.0440 5.4137 6.0440 5.4324 6.0440 5.4510 6.0440 5.4696 6.0440 5.4883 6.0440 5.5069 6.0440 5.5255 6.0440 5.5442 6.0440 5.5628 6.0440 5.5814 6.0440 5.6001 6.0440 5.6187 6.0440 5.6373 6.0440 5.6560 6.0440 5.6746 6.0440 5.6933 6.0440 5.7026 6.5934 5.7212 6.5934 5.7398 6.5934 5.7585 6.5934 5.7771 6.5934 5.7958 6.5934 5.8144 6.5934 5.8330 6.5934 5.8517 6.5934 5.8703 6.5934 5.8889 6.5934 5.9076 6.5934 5.9262 6.5934 5.9448 6.5934 5.9635 6.5934 5.9821 6.5934 6.0007 6.5934 6.0194 6.5934 6.0380 6.5934 6.0567 6.5934 6.0753 6.5934 6.0939 6.5934 6.1126 6.5934 6.1312 6.5934 6.1498 6.5934 6.1685 6.5934 6.1871 6.5934 6.1964 7.1429 6.2151 7.1429 6.2337 7.1429 6.2523 7.1429 6.2710 7.1429 6.2896 7.1429 6.3082 7.1429 6.3269 7.1429 6.3455 7.1429 6.3641 7.1429 6.3828 7.1429 6.4014 7.1429 6.4201 7.1429 6.4387 7.1429 6.4573 7.1429 6.4760 7.1429 6.4946 7.1429 6.5132 7.1429 6.5319 7.1429 6.5505 7.1429 6.5691 7.1429 6.5878 7.1429 6.6064 7.1429 6.6250 7.1429 6.6437 7.1429 6.6623 7.1429 6.6810 7.1429 6.6996 7.1429 6.7182 7.1429 6.7369 7.1429 6.7555 7.1429 6.7741 7.1429 6.7928 7.1429 6.8114 7.1429 6.8300 7.1429 6.8487 7.1429 6.8673 7.1429 6.8859 7.1429 6.9046 7.1429 6.9232 7.1429 6.9419 7.1429 6.9605 7.1429 6.9698 7.6923 6.9884 7.6923 7.0071 7.6923 7.0257 7.6923 7.0444 7.6923 7.0630 7.6923 7.0816 7.6923 7.1003 7.6923 7.1189 7.6923 7.1375 7.6923 7.1562 7.6923 7.1748 7.6923 7.1934 7.6923 7.2121 7.6923 7.2307 7.6923 7.2493 7.6923 7.2680 7.6923 7.2866 7.6923 7.3053 7.6923 7.3146 8.2418 7.3332 8.2418 7.3518 8.2418 7.3612 8.7912 7.3798 8.7912 7.3984 8.7912 7.4171 8.7912 7.4357 8.7912 7.4543 8.7912 7.4637 9.3407 7.4823 9.3407 7.5009 9.3407 7.5196 9.3407 7.5382 9.3407 7.5568 9.3407 7.5755 9.3407 7.5941 9.3407 7.6034 9.8901 7.6221 9.8901 7.6407 9.8901 7.6593 9.8901 7.6780 9.8901 7.6966 9.8901 7.7152 9.8901 7.7339 9.8901 7.7525 9.8901 7.7712 9.8901 7.7898 9.8901 7.8084 9.8901 7.8271 9.8901 7.8457 9.8901 7.8643 9.8901 7.8830 9.8901 7.9016 9.8901 7.9202 9.8901 7.9389 9.8901 7.9575 9.8901 7.9761 9.8901 7.9948 9.8901 8.0134 9.8901 8.0321 9.8901 8.0507 9.8901 8.0693 9.8901 8.0880 9.8901 8.1066 9.8901 8.1252 9.8901 8.1439 9.8901 8.1625 9.8901 8.1811 9.8901 8.1998 9.8901 8.2184 9.8901 8.2370 9.8901 8.2464 10.4396 8.2650 10.4396 8.2836 10.4396 8.3023 10.4396 8.3209 10.4396 8.3395 10.4396 8.3582 10.4396 8.3768 10.4396 8.3955 10.4396 8.4141 10.4396 8.4327 10.4396 8.4514 10.4396 8.4607 10.9890 8.4793 10.9890 8.4980 10.9890 8.5166 10.9890 8.5352 10.9890 8.5539 10.9890 8.5725 10.9890 8.5911 10.9890 8.6098 10.9890 8.6284 10.9890 8.6470 10.9890 8.6564 11.5385 8.6750 11.5385 8.6936 11.5385 8.7123 11.5385 8.7309 11.5385 8.7495 11.5385 8.7682 11.5385 8.7868 11.5385 8.8054 11.5385 8.8241 11.5385 8.8427 11.5385 8.8613 11.5385 8.8800 11.5385 8.8986 11.5385 8.9173 11.5385 8.9359 11.5385 8.9545 11.5385 8.9732 11.5385 8.9918 11.5385 9.0104 11.5385 9.0291 11.5385 9.0477 11.5385 9.0663 11.5385 9.0850 11.5385 9.1036 11.5385 9.1223 11.5385 9.1409 11.5385 9.1595 11.5385 9.1782 11.5385 9.1968 11.5385 9.2154 11.5385 9.2341 11.5385 9.2527 11.5385 9.2713 11.5385 9.2900 11.5385 9.3086 11.5385 9.3272 11.5385 9.3459 11.5385 9.3645 11.5385 9.3832 11.5385 9.4018 11.5385 9.4204 11.5385 9.4391 11.5385 9.4577 11.5385 9.4763 11.5385 9.4950 11.5385 9.5136 11.5385 9.5322 11.5385 9.5509 11.5385 9.5695 11.5385 9.5881 11.5385 9.6068 11.5385 9.6254 11.5385 9.6441 11.5385 9.6534 12.0879 9.6720 12.0879 9.6906 12.0879 9.7093 12.0879 9.7279 12.0879 9.7466 12.0879 9.7652 12.0879 9.7838 12.0879 9.8025 12.0879 9.8118 12.6374 9.8304 12.6374 9.8490 12.6374 9.8677 12.6374 9.8863 12.6374 9.9050 12.6374 9.9236 12.6374 9.9422 12.6374 9.9609 12.6374 9.9795 12.6374 9.9981 12.6374 10.0168 12.6374 10.0354 12.6374 10.0540 12.6374 10.0727 12.6374 10.0913 12.6374 10.1100 12.6374 10.1286 12.6374 10.1472 12.6374 10.1659 12.6374 10.1845 12.6374 10.2031 12.6374 10.2218 12.6374 10.2311 13.1868 10.2497 13.1868 10.2684 13.1868 10.2870 13.1868 10.3056 13.1868 10.3243 13.1868 10.3429 13.1868 10.3615 13.1868 10.3802 13.1868 10.3988 13.1868 10.4174 13.1868 10.4361 13.1868 10.4547 13.1868 10.4734 13.1868 10.4920 13.1868 10.5106 13.1868 10.5293 13.1868 10.5479 13.1868 10.5665 13.1868 10.5852 13.1868 10.6038 13.1868 10.6224 13.1868 10.6411 13.1868 10.6597 13.1868 10.6783 13.1868 10.6970 13.1868 10.7156 13.1868 10.7343 13.1868 10.7529 13.1868 10.7715 13.1868 10.7902 13.1868 10.8088 13.1868 10.8274 13.1868 10.8461 13.1868 10.8647 13.1868 10.8833 13.1868 10.9020 13.1868 10.9206 13.1868 10.9392 13.1868 10.9579 13.1868 10.9765 13.1868 10.9952 13.1868 11.0138 13.1868 11.0324 13.1868 11.0511 13.1868 11.0697 13.1868 11.0883 13.1868 11.1070 13.1868 11.1256 13.1868 11.1442 13.1868 11.1629 13.1868 11.1815 13.1868 11.2001 13.1868 11.2188 13.1868 11.2281 13.7363 11.2467 13.7363 11.2654 13.7363 11.2840 13.7363 11.3026 13.7363 11.3213 13.7363 11.3399 13.7363 11.3586 13.7363 11.3679 14.2857 11.3865 14.2857 11.4051 14.2857 11.4238 14.2857 11.4424 14.2857 11.4611 14.2857 11.4797 14.2857 11.4983 14.2857 11.5170 14.2857 11.5356 14.2857 11.5542 14.2857 11.5729 14.2857 11.5915 14.2857 11.6008 14.8352 11.6195 14.8352 11.6381 14.8352 11.6567 14.8352 11.6754 14.8352 11.6940 14.8352 11.7126 14.8352 11.7313 14.8352 11.7499 14.8352 11.7685 14.8352 11.7872 14.8352 11.8058 14.8352 11.8245 14.8352 11.8431 14.8352 11.8617 14.8352 11.8804 14.8352 11.8990 14.8352 11.9176 14.8352 11.9363 14.8352 11.9549 14.8352 11.9735 14.8352 11.9922 14.8352 12.0108 14.8352 12.0294 14.8352 12.0481 14.8352 12.0667 14.8352 12.0854 14.8352 12.1040 14.8352 12.1226 14.8352 12.1413 14.8352 12.1599 14.8352 12.1785 14.8352 12.1972 14.8352 12.2158 14.8352 12.2344 14.8352 12.2438 15.3846 12.2624 15.3846 12.2810 15.3846 12.2997 15.3846 12.3090 15.9341 12.3276 15.9341 12.3463 15.9341 12.3649 15.9341 12.3835 15.9341 12.4022 15.9341 12.4208 15.9341 12.4394 15.9341 12.4581 15.9341 12.4767 15.9341 12.4953 15.9341 12.5140 15.9341 12.5326 15.9341 12.5512 15.9341 12.5699 15.9341 12.5792 16.4835 12.5978 16.4835 12.6165 16.4835 12.6351 16.4835 12.6537 16.4835 12.6724 16.4835 12.6910 16.4835 12.7097 16.4835 12.7190 17.0330 12.7376 17.0330 12.7562 17.0330 12.7749 17.0330 12.7935 17.0330 12.8122 17.0330 12.8308 17.0330 12.8494 17.0330 12.8681 17.0330 12.8867 17.0330 12.9053 17.0330 12.9240 17.0330 12.9426 17.0330 12.9612 17.0330 12.9799 17.0330 12.9985 17.0330 13.0171 17.0330 13.0358 17.0330 13.0544 17.0330 13.0731 17.0330 13.0917 17.0330 13.1103 17.0330 13.1290 17.0330 13.1476 17.0330 13.1662 17.0330 13.1849 17.0330 13.2035 17.0330 13.2221 17.0330 13.2408 17.0330 13.2501 17.5824 13.2687 17.5824 13.2874 17.5824 13.3060 17.5824 13.3246 17.5824 13.3433 17.5824 13.3619 17.5824 13.3805 17.5824 13.3992 17.5824 13.4178 17.5824 13.4365 17.5824 13.4551 17.5824 13.4737 17.5824 13.4924 17.5824 13.5110 17.5824 13.5296 17.5824 13.5483 17.5824 13.5669 17.5824 13.5855 17.5824 13.6042 17.5824 13.6228 17.5824 13.6414 17.5824 13.6601 17.5824 13.6787 17.5824 13.6974 17.5824 13.7160 17.5824 13.7346 17.5824 13.7533 17.5824 13.7719 17.5824 13.7905 17.5824 13.8092 17.5824 13.8185 18.1319 13.8371 18.1319 13.8558 18.1319 13.8744 18.1319 13.8930 18.1319 13.9117 18.1319 13.9303 18.1319 13.9489 18.1319 13.9676 18.1319 13.9862 18.1319 14.0048 18.1319 14.0235 18.1319 14.0421 18.1319 14.0608 18.1319 14.0794 18.1319 14.0980 18.1319 14.1167 18.1319 14.1353 18.1319 14.1539 18.1319 14.1726 18.1319 14.1912 18.1319 14.2098 18.1319 14.2192 18.6813 14.2285 19.2308 14.2471 19.2308 14.2657 19.2308 14.2751 19.7802 14.2937 19.7802 14.3123 19.7802 14.3310 19.7802 14.3496 19.7802 14.3589 20.3297 14.3776 20.3297 14.3962 20.3297 14.4148 20.3297 14.4335 20.3297 14.4521 20.3297 14.4707 20.3297 14.4894 20.3297 14.5080 20.3297 14.5266 20.3297 14.5453 20.3297 14.5639 20.3297 14.5826 20.3297 14.6012 20.3297 14.6198 20.3297 14.6385 20.3297 14.6571 20.3297 14.6757 20.3297 14.6944 20.3297 14.7130 20.3297 14.7316 20.3297 14.7503 20.3297 14.7689 20.3297 14.7876 20.3297 14.8062 20.3297 14.8248 20.3297 14.8435 20.3297 14.8528 20.8791 14.8714 20.8791 14.8900 20.8791 14.9087 20.8791 14.9273 20.8791 14.9460 20.8791 14.9646 20.8791 14.9832 20.8791 15.0019 20.8791 15.0205 20.8791 15.0391 20.8791 15.0578 20.8791 15.0764 20.8791 15.0950 20.8791 15.1044 21.4286 15.1230 21.4286 15.1416 21.4286 15.1510 21.9780 15.1696 21.9780 15.1882 21.9780 15.2069 21.9780 15.2255 21.9780 15.2441 21.9780 15.2628 21.9780 15.2814 21.9780 15.3000 21.9780 15.3187 21.9780 15.3373 21.9780 15.3559 21.9780 15.3746 21.9780 15.3932 21.9780 15.4119 21.9780 15.4305 21.9780 15.4491 21.9780 15.4678 21.9780 15.4864 21.9780 15.5050 21.9780 15.5237 21.9780 15.5423 21.9780 15.5609 21.9780 15.5796 21.9780 15.5982 21.9780 15.6168 21.9780 15.6355 21.9780 15.6541 21.9780 15.6728 21.9780 15.6914 21.9780 15.7100 21.9780 15.7193 22.5275 15.7380 22.5275 15.7566 22.5275 15.7753 22.5275 15.7939 22.5275 15.8125 22.5275 15.8312 22.5275 15.8498 22.5275 15.8684 22.5275 15.8871 22.5275 15.9057 22.5275 15.9243 22.5275 15.9337 23.0769 15.9523 23.0769 15.9709 23.0769 15.9896 23.0769 16.0082 23.0769 16.0268 23.0769 16.0455 23.0769 16.0641 23.0769 16.0827 23.0769 16.0921 23.6264 16.1107 23.6264 16.1293 23.6264 16.1480 23.6264 16.1666 23.6264 16.1852 23.6264 16.2039 23.6264 16.2225 23.6264 16.2411 23.6264 16.2598 23.6264 16.2784 23.6264 16.2971 23.6264 16.3157 23.6264 16.3343 23.6264 16.3530 23.6264 16.3716 23.6264 16.3902 23.6264 16.4089 23.6264 16.4182 24.1758 16.4275 24.7253 16.4368 25.2747 16.4555 25.2747 16.4741 25.2747 16.4927 25.2747 16.5020 25.8242 16.5207 25.8242 16.5393 25.8242 16.5580 25.8242 16.5766 25.8242 16.5952 25.8242 16.6139 25.8242 16.6325 25.8242 16.6511 25.8242 16.6698 25.8242 16.6884 25.8242 16.7070 25.8242 16.7257 25.8242 16.7443 25.8242 16.7536 26.3736 16.7723 26.3736 16.7909 26.3736 16.8095 26.3736 16.8282 26.3736 16.8375 26.9231 16.8561 26.9231 16.8748 26.9231 16.8841 27.4725 16.9027 27.4725 16.9214 27.4725 16.9400 27.4725 16.9586 27.4725 16.9773 27.4725 16.9959 27.4725 17.0145 27.4725 17.0332 27.4725 17.0518 27.4725 17.0704 27.4725 17.0798 28.0220 17.0984 28.0220 17.1077 28.5714 17.1264 28.5714 17.1450 28.5714 17.1636 28.5714 17.1823 28.5714 17.2009 28.5714 17.2195 28.5714 17.2382 28.5714 17.2568 28.5714 17.2754 28.5714 17.2941 28.5714 17.3127 28.5714 17.3313 28.5714 17.3407 29.1209 17.3593 29.1209 17.3779 29.1209 17.3966 29.1209 17.4152 29.1209 17.4338 29.1209 17.4525 29.1209 17.4711 29.1209 17.4804 29.6703 17.4991 29.6703 17.5177 29.6703 17.5363 29.6703 17.5550 29.6703 17.5736 29.6703 17.5922 29.6703 17.6109 29.6703 17.6295 29.6703 17.6482 29.6703 17.6668 29.6703 17.6854 29.6703 17.7041 29.6703 17.7227 29.6703 17.7413 29.6703 17.7600 29.6703 17.7786 29.6703 17.7972 29.6703 17.8159 29.6703 17.8345 29.6703 17.8531 29.6703 17.8718 29.6703 17.8904 29.6703 17.9091 29.6703 17.9277 29.6703 17.9463 29.6703 17.9650 29.6703 17.9836 29.6703 18.0022 29.6703 18.0209 29.6703 18.0395 29.6703 18.0581 29.6703 18.0768 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