Table 4. Hyperparameter sensitivity analysis.
| Hyperparameter | Values tested | Optimal value | Accuracy (%) |
|---|---|---|---|
| Learning rate | 0.01, 0.001, 0.0005 | 0.001 | 99.5 |
| Batch size | 8, 16, 32 | 16 | 99.5 |
| Dropout rate | 0.1, 0.2, 0.3 | 0.1 | 99.5 |
| Hyperparameter | Values tested | Optimal value | Accuracy (%) |
|---|---|---|---|
| Learning rate | 0.01, 0.001, 0.0005 | 0.001 | 99.5 |
| Batch size | 8, 16, 32 | 16 | 99.5 |
| Dropout rate | 0.1, 0.2, 0.3 | 0.1 | 99.5 |