Evolutionary Framework with Bidirectional Long Short-Term Memory Network for Stock Price Prediction

Table 6

Shanghai Securities Composite Index.

Days	Algorithms	MSE	MAPE	MAE
50	EBiLSTM	608	0.61	18.28
	BiLSTM-square	804	0.74	22.09
100	EBiLSTM	534	0.62	18.44
	BiLSTM-square	701	0.71	21.06
150	EBiLSTM	637	0.66	19.57
	BiLSTM-square	830	0.78	22.94
200	EBiLSTM	951	0.75	22.26
	BiLSTM-square	1231	0.88	26.00