Table 8 Hyperparameter values set during training procedure.
Training parameters | Values |
|---|---|
Number of epochs | 75 |
Optimizer | Adam |
Learning rate | 0.0001 |
Batch size | 32 |
Loss | Categorical cross entropy |
Callback_1 | Early stopping (patience = 10) |
Callback_2 | ReduceLRonPlateau (factor = 0.2, patience = 5) |
Callback_3 | ModelCheckpoint (monitor = ‘val_loss’) |
