TABLE 1

Parameters of the LSTM Model

ParametersValue
Activation FunctionRelu
Max Epochs250
Number of LSTM Layers2 or 1
1st LSTM Layer Hidden Units400
2nd LSTM Layer Hidden Units200
3rd LSTM Layer Hidden Units200
Number of Dense Layers1
Learning Rate0.005
OptimizerAdam
Dropout0.2
Loss functionMSE