Table 3.
SGD hyperparameters.
| Parameters | Bonn datasets | CHB-MIT datasets |
|---|---|---|
| Alpha | 0.001 | 0.01 |
| Eta0 | 100 | 1 |
| Learning rate | Optimal | Adaptive |
| Loss function | Modified_huber | Hinge |
| Penalty | Elastic net | Elastic net |
SGD hyperparameters.
| Parameters | Bonn datasets | CHB-MIT datasets |
|---|---|---|
| Alpha | 0.001 | 0.01 |
| Eta0 | 100 | 1 |
| Learning rate | Optimal | Adaptive |
| Loss function | Modified_huber | Hinge |
| Penalty | Elastic net | Elastic net |