A CNN-LSTM-Based Model to Forecast Stock Prices

Table 3

Comparison of nine methods evaluation indexes.

Method	MAE	RMSE	R^2
MLP	37.584	49.799	0.9442
CNN	30.138	42.967	0.9585
RNN	29.916	42.957	0.9593
LSTM	28.712	41.003	0.9622
CNN-RNN	28.285	40.538	0.9630
CNN-LSTM	27.564	39.688	0.9646