Table 4.

Evaluation Metric Comparison with Existing Models.

Model	MAE	RMSE	PRD	FD
BiLSTM-GRU	0.59	0.57	74.46	0.95
BiLSTM-CNN GAN	0.5	0.51	68.83	0.89
RNN-AE GAN	0.79	0.76	119.34	0.97
BiRNN	0.6	0.62	89.97	0.96
LSTM-AE	0.77	0.79	148.67	0.99
BiLSTM-MLP	0.75	0.78	146.35	0.99
LSTM-VAE GAN	0.71	0.72	144.74	0.98
RNN-VAE GAN	0.71	0.72	145.22	0.98
BiGridLSTM-CNN	0.36	0.25	66.21	0.79