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

Figure 12

Comparison of the predicting results of RLSTM and the real stock price (S&P500 data as input of the prediction module). (a) Prediction module: S&P500, prevention module: synthetic data 1; (b) prediction module: S&P500, prevention module: synthetic data 2.

(a)

(b)