Table 1 Performance in detecting PE on the RSPECT private test set
Slice Labels (%) | TP | FN | TN | FP | AUC | Acc | SEN | SEC | PPV | NPV | F1 |
---|---|---|---|---|---|---|---|---|---|---|---|
0 | 351 | 87 | 437 | 569 | 0.682 | 0.546 | 0.801 | 0.434 | 0.382 | 0.834 | 0.517 |
2.5 | 313 | 125 | 871 | 135 | 0.858 | 0.820 | 0.715 | 0.866 | 0.699 | 0.874 | 0.707 |
5 | 305 | 133 | 912 | 94 | 0.878 | 0.843 | 0.696 | 0.907 | 0.764 | 0.873 | 0.729 |
10 | 344 | 94 | 860 | 146 | 0.900 | 0.834 | 0.785 | 0.855 | 0.702 | 0.901 | 0.741 |
20 | 327 | 111 | 955 | 51 | 0.916 | 0.888 | 0.747 | 0.949 | 0.865 | 0.896 | 0.801 |
27.5 | 344 | 94 | 954 | 52 | 0.928 | 0.899 | 0.785 | 0.948 | 0.869 | 0.910 | 0.825 |
35 | 351 | 87 | 942 | 64 | 0.927 | 0.895 | 0.801 | 0.936 | 0.846 | 0.915 | 0.823 |
42.5 | 364 | 74 | 915 | 91 | 0.935 | 0.886 | 0.831 | 0.910 | 0.800 | 0.925 | 0.815 |
50 | 356 | 82 | 942 | 64 | 0.928 | 0.899 | 0.813 | 0.936 | 0.848 | 0.920 | 0.830 |
75 | 367 | 71 | 921 | 85 | 0.934 | 0.892 | 0.838 | 0.916 | 0.812 | 0.928 | 0.825 |
100 | 350 | 88 | 939 | 67 | 0.932 | 0.893 | 0.799 | 0.933 | 0.839 | 0.914 | 0.819 |