Table 4. Performance metrics for different batch sizes for COVID-19. (lr = 0.001, optimizer = Adams).
Batch size | Accuracy | AUC | Precision | Recall | Specificity | F1 Score |
---|---|---|---|---|---|---|
8 | 0.8750 | 0.7500 | 1.0000 | 0.5000 | 1.0000 | 0.6667 |
16 | 0.9375 | 1.0000 | 0.8750 | 1.0000 | 1.0000 | 0.9333 |
32 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1.0000 |