Table 6.
The table shows AUROC, AUPRC, and F1 results for the IED detection in pseudo-prospective testing of the proposed method.
| Patient | AUROC | AUPRC | Macro F1 score | Weighted F1 score |
|---|---|---|---|---|
| 1 | 0.866 | 0.623 | 0.77 | 0.93 |
| 2 | 0.843 | 0.619 | 0.71 | 0.80 |
| 3 | 0.964 | 0.88 | 0.90 | 0.96 |
| 4 | 0.919 | 0.863 | 0.88 | 0.90 |
| 5 | 0.909 | 0.708 | 0.81 | 0.96 |
| 6 | 0.816 | 0.67 | 0.76 | 0.83 |
| 7 | 0.948 | 0.901 | 0.91 | 0.92 |
| 8 | 0.738 | 0.396 | 0.68 | 0.87 |
| 9 | 0.833 | 0.701 | 0.55 | 0.54 |
| 10 | 0.93 | 0.856 | 0.84 | 0.9 |
| 11 | 0.803 | 0.57 | 0.71 | 0.8 |
| 12 | 0.887 | 0.84 | 0.82 | 0.82 |
| MED | 0.877 | 0.705 | 0.79 | 0.89 |
| STD | 0.067 | 0.154 | 0.11 | 0.12 |