TABLE 5.
The table below shows SupCAM performance with different angular margin values (m in Eq. 7) used in the self-margin loss during the first pre-training step.
| Angular margin | Accuracy | Precision | Sensitivity | Specificity | F1 |
|---|---|---|---|---|---|
| m = 0.1 | 93.39 ± .15 | 91.10 ± .29 | 90.92 ± .35 | 97.59 ± .07 | 89.90 ± .37 |
| m = 0.2 | 93.56 ± .18 | 91.65 ± .42 | 91.31 ± .36 | 97.63 ± .06 | 90.34 ± .41 |
| m = 0.3 | 93.21 ± .26 | 90.62 ± .57 | 90.73 ± .52 | 97.51 ± .10 | 89.46 ± .58 |
| m = 0.4 | 91.87 ± .35 | 88.50 ± .42 | 88.42 ± .42 | 97.10 ± .12 | 87.04 ± .53 |
| m = 0.5 | \ | \ | \ | \ | \ |
The bold values represent that they are the best performance in this metric.