Dynamic Prediction of Internet Financial Market Based on Deep Learning

Table 4

Performance improvement of MAT-ALSTM compared to other models.

	RMSE (%)	MAE	DA (%)
Compare with ARIMA	130.6	141.85	53.8
Compare with SVM	112.2	109.3%	27.9
Compare with ANN	48.9	37.2%	10
Compare with LSTM	12.2	16.2%	10
Compare with GRU	12.2	9.3%	0