Research Article
Forecasting Short-Term Traffic Flow by Fuzzy Wavelet Neural Network with Parameters Optimized by Biogeography-Based Optimization Algorithm
Table 3
Performance statistics of different forecasting models.
| ā | RMSE | MAPE | R |
| ANN-based model | 74.0569 | 0.2529 | 0.8880 | FWNN-based model | 32.5282 | 0.1025 | 0.9451 | FWNN-BBO-based model | 27.4678 | 0.0924 | 0.9768 | FWNN-iBBO-based model | 20.4034 | 0.0719 | 0.9846 | WNN-based model | 52.1006 | 0.1171 | 0.9617 |
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