Table 3.

Model parameters of conventional and proposed LSTM.

Parameters	Value
Loss Function	Cross-entropy
Optimizer	Adam
Dropout	1
Learning Rate	0.001
Number of hidden units	128 and 250
Mini-batch size	1000 and 100