Table 6.

Optimal hyperparameters with CNN

Hyperparameter	Value
Number of convolution layers	3
Number of max pooling layers	3
Number of dense layers	2
Number of Flatten layers	1
Loss function	Categorical-crossentropy
Activation function	Relu
Learning rate	0.001
Optimizer	Ada-delta
Number of epochs	10
Batch size	128