Table 7.

Optimal hyperparameters with LSTM

Hyperparameter	Value
Number of convolution layers	2
Number of max pooling layers	2
Number of dense layers	4
Dropout rate	.2
Optimizer	Adam
Activation function	Relu
Loss function	Binary-crossentropy
Number of epochs	10
Batch size	64