A Stock Closing Price Prediction Model Based on CNN-BiSLSTM

Table 3

Model evaluation index contrast.

Model	MAE	RMSE	R^2
MLP	139.40961	194.99599	0.98094
RNN	132.54118	184.73302	0.98303
LSTM	127.75855	181.01318	0.98352
BiLSTM	121.87029	175.77207	0.98353
CNN-LSTM	120.70497	167.55882	0.98493
CNN-BiLSTM	119.93147	166.76596	0.98535
CNN-BiSLSTM	113.47137	162.53164	0.98634

The bold values can show CNN-BiSLSTM is the best.