Research on Blended Teaching of Flipped Classroom Based on CNN-SSA-Bi-LSTM Deep Learning Model Computer Media

Table 2

Statistical table of performance predicted by different LSTM models.

Model	R	nMBE (%)	nMAE (%)	nRMSE (%)
Continuous model	0.93	1.01	15.50	25.51
Univariate LSTM	0.94	3.02	14.41	24.34
Multivariate LSTM	0.94	−1.86	13.40	23.27
Multivariate Bi-LSTM	0.94	−1.31	13.21	23.14
Multivariate CNN-Bi-LSTM	0.95	−0.31	12.39	21.96
Multivariate CNN-SSA-Bi-LSTM	0.96	−0.18	11.28	20.09