Research Article
[Retracted] A Multiscale and High-Precision LSTM-GASVR Short-Term Traffic Flow Prediction Model
Table 4
Comparison of short-term traffic flow prediction effect at different time intervals.
| Time intervals | R2 | Explanatory variance | MAPE | MAE | RMSE |
| 5 | 0.980 | 0.980 | 0.232 | 7.705 | 11.532 | 10 | 0.979 | 0.981 | 0.186 | 13.408 | 19.777 | 15 | 0.982 | 0.982 | 0.160 | 21.406 | 27.960 | 20 | 0.980 | 0.980 | 0.156 | 28.095 | 40.394 | 25 | 0.974 | 0.977 | 0.219 | 36.871 | 54.758 | 30 | 0.971 | 0.972 | 0.168 | 49.940 | 69.037 |
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