Research Article
Temporal Backtracking and Multistep Delay of Traffic Speed Series Prediction
Table 2
Multistep delay prediction errors of the LSTM model on detector 16,885.
| Errors | Delay steps Ds | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
| MAPE | 4.91 | 6.09 | 6.87 | 7.51 | 8.12 | 8.58 | 8.99 | 9.36 | 9.89 | 10.12 | MAE | 2.13 | 2.57 | 2.84 | 3.08 | 3.32 | 3.48 | 3.59 | 3.79 | 3.97 | 4.08 | RMSE | 3.38 | 4.32 | 4.82 | 5.26 | 5.63 | 5.89 | 6.09 | 6.35 | 6.57 | 6.73 |
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