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Copy pathpelms_train_20218_20218.txt
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pelms_train_20218_20218.txt
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Cutoff TP TN FP FN Accuracy Precision Recall F1-Score Specificity Sensitivity
0.0 20128 0 20128 0 0.5000 0.5000 1.0000 0.6667 0.0000 1.0000
0.05 20128 11 20117 0 0.5003 0.5001 1.0000 0.6668 0.0005 1.0000
0.1 20125 104 20024 3 0.5025 0.5013 0.9999 0.6678 0.0052 0.9999
0.15000000000000002 20102 426 19702 26 0.5099 0.5050 0.9987 0.6708 0.0212 0.9987
0.2 20054 1029 19099 74 0.5237 0.5122 0.9963 0.6766 0.0511 0.9963
0.25 19996 1859 18269 132 0.5429 0.5226 0.9934 0.6849 0.0924 0.9934
0.30000000000000004 19861 2881 17247 267 0.5649 0.5352 0.9867 0.6940 0.1431 0.9867
0.35000000000000003 19660 4039 16089 468 0.5887 0.5499 0.9767 0.7037 0.2007 0.9767
0.4 19374 5307 14821 754 0.6131 0.5666 0.9625 0.7133 0.2637 0.9625
0.45 19037 6571 13557 1091 0.6361 0.5841 0.9458 0.7222 0.3265 0.9458
0.5 18660 7822 12306 1468 0.6578 0.6026 0.9271 0.7304 0.3886 0.9271
0.55 18159 9088 11040 1969 0.6768 0.6219 0.9022 0.7363 0.4515 0.9022
0.6000000000000001 17642 10190 9938 2486 0.6914 0.6397 0.8765 0.7396 0.5063 0.8765
0.65 17127 11227 8901 3001 0.7043 0.6580 0.8509 0.7421 0.5578 0.8509
0.7000000000000001 16539 12193 7935 3589 0.7137 0.6758 0.8217 0.7416 0.6058 0.8217
0.75 15944 13098 7030 4184 0.7214 0.6940 0.7921 0.7398 0.6507 0.7921
0.8 15302 13872 6256 4826 0.7247 0.7098 0.7602 0.7342 0.6892 0.7602
0.8500000000000001 14676 14551 5577 5452 0.7260 0.7246 0.7291 0.7269 0.7229 0.7291
0.9 14070 15164 4964 6058 0.7262 0.7392 0.6990 0.7186 0.7534 0.6990
0.9500000000000001 13423 15693 4435 6705 0.7233 0.7517 0.6669 0.7067 0.7797 0.6669
1.0 12789 16170 3958 7339 0.7194 0.7637 0.6354 0.6936 0.8034 0.6354
1.05 12123 16598 3530 8005 0.7135 0.7745 0.6023 0.6776 0.8246 0.6023
1.1 11526 16970 3158 8602 0.7079 0.7849 0.5726 0.6622 0.8431 0.5726
1.1500000000000001 10954 17301 2827 9174 0.7019 0.7949 0.5442 0.6461 0.8595 0.5442
1.2000000000000002 10385 17588 2540 9743 0.6949 0.8035 0.5159 0.6284 0.8738 0.5159
1.25 9801 17862 2266 10327 0.6872 0.8122 0.4869 0.6089 0.8874 0.4869
1.3 9225 18089 2039 10903 0.6785 0.8190 0.4583 0.5877 0.8987 0.4583
1.35 8698 18289 1839 11430 0.6704 0.8255 0.4321 0.5673 0.9086 0.4321
1.4000000000000001 8199 18473 1655 11929 0.6626 0.8320 0.4073 0.5469 0.9178 0.4073
1.4500000000000002 7717 18637 1491 12411 0.6547 0.8381 0.3834 0.5261 0.9259 0.3834
1.5 7257 18779 1349 12871 0.6468 0.8432 0.3605 0.5051 0.9330 0.3605
1.55 6856 18912 1216 13272 0.6401 0.8494 0.3406 0.4862 0.9396 0.3406
1.6 6443 19025 1103 13685 0.6327 0.8538 0.3201 0.4656 0.9452 0.3201
1.6500000000000001 6026 19126 1002 14102 0.6248 0.8574 0.2994 0.4438 0.9502 0.2994
1.7000000000000002 5625 19215 913 14503 0.6171 0.8604 0.2795 0.4219 0.9546 0.2795
1.75 5296 19292 836 14832 0.6108 0.8637 0.2631 0.4034 0.9585 0.2631
1.8 4960 19364 764 15168 0.6042 0.8665 0.2464 0.3837 0.9620 0.2464
1.85 4636 19429 699 15492 0.5978 0.8690 0.2303 0.3641 0.9653 0.2303
1.9000000000000001 4349 19487 641 15779 0.5921 0.8715 0.2161 0.3463 0.9682 0.2161
1.9500000000000002 4091 19542 586 16037 0.5871 0.8747 0.2032 0.3299 0.9709 0.2032
2.0 3836 19588 540 16292 0.5819 0.8766 0.1906 0.3131 0.9732 0.1906
2.0500000000000003 3597 19629 499 16531 0.5770 0.8782 0.1787 0.2970 0.9752 0.1787
2.1 3373 19666 462 16755 0.5723 0.8795 0.1676 0.2815 0.9770 0.1676
2.15 3140 19704 424 16988 0.5675 0.8810 0.1560 0.2651 0.9789 0.1560
2.2 2917 19747 381 17211 0.5630 0.8845 0.1449 0.2490 0.9811 0.1449
2.25 2725 19789 339 17403 0.5593 0.8894 0.1354 0.2350 0.9832 0.1354
2.3000000000000003 2557 19814 314 17571 0.5557 0.8906 0.1270 0.2224 0.9844 0.1270
2.35 2372 19840 288 17756 0.5518 0.8917 0.1178 0.2082 0.9857 0.1178
2.4000000000000004 2216 19862 266 17912 0.5484 0.8928 0.1101 0.1960 0.9868 0.1101
2.45 2059 19885 243 18069 0.5451 0.8944 0.1023 0.1836 0.9879 0.1023
2.5 1933 19907 221 18195 0.5425 0.8974 0.0960 0.1735 0.9890 0.0960
2.5500000000000003 1803 19926 202 18325 0.5398 0.8993 0.0896 0.1629 0.9900 0.0896
2.6 1672 19938 190 18456 0.5368 0.8980 0.0831 0.1521 0.9906 0.0831
2.6500000000000004 1551 19954 174 18577 0.5342 0.8991 0.0771 0.1419 0.9914 0.0771
2.7 1455 19960 168 18673 0.5320 0.8965 0.0723 0.1338 0.9917 0.0723
2.75 1349 19973 155 18779 0.5297 0.8969 0.0670 0.1247 0.9923 0.0670
2.8000000000000003 1255 19987 141 18873 0.5277 0.8990 0.0624 0.1166 0.9930 0.0624
2.85 1168 20000 128 18960 0.5258 0.9012 0.0580 0.1090 0.9936 0.0580
2.9000000000000004 1080 20011 117 19048 0.5239 0.9023 0.0537 0.1013 0.9942 0.0537
2.95 1003 20021 107 19125 0.5223 0.9036 0.0498 0.0945 0.9947 0.0498
3.0 934 20029 99 19194 0.5207 0.9042 0.0464 0.0883 0.9951 0.0464
3.0500000000000003 857 20036 92 19271 0.5190 0.9031 0.0426 0.0813 0.9954 0.0426
3.1 797 20041 87 19331 0.5176 0.9016 0.0396 0.0759 0.9957 0.0396
3.1500000000000004 744 20047 81 19384 0.5165 0.9018 0.0370 0.0710 0.9960 0.0370
3.2 697 20052 76 19431 0.5154 0.9017 0.0346 0.0667 0.9962 0.0346
3.25 648 20055 73 19480 0.5143 0.8988 0.0322 0.0622 0.9964 0.0322
3.3000000000000003 607 20061 67 19521 0.5134 0.9006 0.0302 0.0584 0.9967 0.0302
3.35 573 20067 61 19555 0.5127 0.9038 0.0285 0.0552 0.9970 0.0285
3.4000000000000004 538 20069 59 19590 0.5119 0.9012 0.0267 0.0519 0.9971 0.0267
3.45 501 20072 56 19627 0.5111 0.8995 0.0249 0.0484 0.9972 0.0249
3.5 469 20078 50 19659 0.5104 0.9037 0.0233 0.0454 0.9975 0.0233
3.5500000000000003 442 20084 44 19686 0.5099 0.9095 0.0220 0.0429 0.9978 0.0220
3.6 414 20089 39 19714 0.5093 0.9139 0.0206 0.0402 0.9981 0.0206
3.6500000000000004 385 20091 37 19743 0.5086 0.9123 0.0191 0.0375 0.9982 0.0191
3.7 355 20094 34 19773 0.5080 0.9126 0.0176 0.0346 0.9983 0.0176
3.75 330 20096 32 19798 0.5074 0.9116 0.0164 0.0322 0.9984 0.0164
3.8000000000000003 315 20098 30 19813 0.5071 0.9130 0.0156 0.0308 0.9985 0.0156
3.85 295 20103 25 19833 0.5067 0.9219 0.0147 0.0289 0.9988 0.0147
3.9000000000000004 274 20105 23 19854 0.5062 0.9226 0.0136 0.0268 0.9989 0.0136
3.95 252 20107 21 19876 0.5057 0.9231 0.0125 0.0247 0.9990 0.0125