Table 2. Performance metrics for different learning rates for COVID-19 (optimizer = Adams, batch size = 32).
Learning rate | Accuracy | AUC | Precision | Recall | Specificity | F1 Score |
---|---|---|---|---|---|---|
0.01 | 0.9062 | 0.8929 | 1.0000 | 0.7857 | 1.0000 | 0.8800 |
0.001 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1.0000 |
0.0001 | 0.8438 | 0.9861 | 0.7368 | 1.0000 | 1.0000 | 0.8485 |