Research Article
A Deep Neural Network Based on Classification of Traffic Volume for Short-Term Forecasting
Table 6
Prediction performance in different scenarios.
| Road | MAPE(%) | RMSE | CDNNs | FCM | DLA | NN | CDNNs | FCM | DLA | NN |
| 1 | 6.49 | 11.52 | 9.73 | 13.43 | 3.98 | 4.57 | 3.55 | 5.42 | 2 | 6.89 | 8.92 | 6.5 | 11.02 | 3.48 | 5.72 | 4.89 | 6.36 | 3 | 6.69 | 8.59 | 6.85 | 11.17 | 3.99 | 5.08 | 4.05 | 6.31 |
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