Table A3.
Hyperparameter | Range | Selected Value |
---|---|---|
Learning rate | [0.01,0.001,0.0001,0.0002] | 0.0001 |
Decay rate | [0.01,0.001,0.0001] | 0.0001 |
Activation function | [Sigmoid, ReLU, ELU] | ReLU, Sigmoid |
Dropout rate | [0,0.1,0.2,0.3,0.4,0.5] | 0.2 |
Epoch | 0–60 | 50 |
Batch size | [8,16,32,64,128] | 16,32 |