Research Article
A Noise-Immune Boosting Framework for Short-Term Traffic Flow Forecasting
Table 4
The performance of the model in different step size.
| ā | 10 | 15 | 20 | 30 |
| A1 | MAPE (%) | 5.64 | 5.63 | 5.66 | 5.56 | RMSE (vehs/h) | 157.11 | 158.13 | 159.23 | 151.31 | A2 | MAPE (%) | 4.85 | 4.90 | 4.94 | 4.95 | RMSE (vehs/h) | 111.01 | 111.32 | 109.74 | 111.39 | A4 | MAPE (%) | 6.87 | 6.86 | 6.70 | 6.54 | RMSE (vehs/h) | 132.30 | 132.04 | 130.21 | 129.20 | A8 | MAPE (%) | 6.70 | 6.71 | 6.62 | 6.63 | RMSE (vehs/h) | 100.38 | 100.52 | 100.70 | 99.07 |
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