Table 4 Parameters for training the CNN model.
Name of parameter | Range of value |
|---|---|
optimizer | ‘adam’, ‘sgdm’, ‘rmsprop’ |
Epoch used to create the optimum CNN model | 10 |
Epoch used for selecting the hyperparameters of the optimum CNN model | 10 |
Epoch used to train the optimized CNN | 10 |
Mini batch size | [8 16 32 64 128] |
Initial learning rate | 0.001 |
