Table 6 Comparison of the results...

Table 6

Comparison of the results achieved using different RNN architectures

Architecture	Learning rate	Window size	RMSE
LSTM	0.01	3	378.447
LSTM	0.01	4	383.083
LSTM	0.02	3	377.522
GRU	0.01	3	376.323
GRU	0.001	3	386.155
GRU	0.02	4	378.864

Architecture	Learning rate	Window size	RMSE
LSTM	0.01	3	378.447
LSTM	0.01	4	383.083
LSTM	0.02	3	377.522
GRU	0.01	3	376.323
GRU	0.001	3	386.155
GRU	0.02	4	378.864

Source(s): Table created by author