[Retracted] A Multiscale and High-Precision LSTM-GASVR Short-Term Traffic Flow Prediction Model

Table 6

Comparison of short-term traffic flow prediction effect of different prediction algorithms.

Algorithm	R^2	Explanatory variance	MAPE	MAE	RMSE
LSTM	0.983	0.983	0.153	19.758	28.595
GRU	0.982	0.982	0.206	20.781	27.233
CNN	0.952	0.962	0.293	33.297	45.206
SAE	0.976	0.976	0.374	24.813	31.744
ARIMA	0.975	0.975	0.222	23.313	32.381
GASVR	0.966	0.967	0.144	26.092	37.995
LSTM-GASVR	0.982	0.982	0.118	20.156	28.237