Research Article
[Retracted] A Multiscale and High-Precision LSTM-GASVR Short-Term Traffic Flow Prediction Model
Table 5
Comparison of short-term traffic flow prediction effect in different time steps.
| Time step | R2 | Explanatory variance | MAPE | MAE | RMSE |
| 4 | 0.976 | 0.976 | 0.285 | 24.134 | 32.012 | 8 | 0.976 | 0.979 | 0.177 | 22.846 | 31.753 | 12 | 0.979 | 0.980 | 0.155 | 22.304 | 30.140 | 16 | 0.983 | 0.983 | 0.153 | 19.758 | 28.595 | 20 | 0.965 | 0.966 | 0.329 | 28.814 | 38.456 | 24 | 0.963 | 0.963 | 0.394 | 30.845 | 39.793 |
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