Epileptic Seizure Detection Using a Hybrid 1D CNN-Machine Learning Approach from EEG Data

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