Table 3 Performance analysis of AMSNet on validation set and test set [In%]
Dataset | Category | Pre | Se | Sp | F1 | Acc. |
|---|---|---|---|---|---|---|
Validation set | Normal | 94.81 | 83.91 | 97.04 | 89.02 | 91.89 |
Abnormal | 90.34 | 97.04 | 83.91 | 93.57 | ||
Test set | Normal | 89.01 | 93.1 | 92.59 | 91.01 | 92.79 |
Abnormal | 95.42 | 92.59 | 93.1 | 93.98 |