Construction and Simulation of Market Risk Warning Model Based on Deep Learning

Table 6

Comparison of prediction results of different prediction methods.

Prediction Method	RMSE
The day value as predicted value	0.021977
Moving average as predicted value	0.016104
MLP (multilay er perceptron)	0.014509
LSTM	0.014804
LSTM (optimized)	0.013762