RLSTM: A New Framework of Stock Prediction by Using Random Noise for Overfitting Prevention

Table 4

Performance of forecasting S&P500.

	MSE	MAPE (%)	MAE
LSTM	592.4743	0.7510	19.4220
ModAugNet-c	470.4022	0.6321	16.3951
RLSTM	286.8698	0.4774	12.0105