Research Article
Fuzzy Prediction for Traffic Flow Based on Delta Test
Table 2
Evaluation of the proposed approach on the one-week traffic flow.
| ā | Day of week | ā | Mon | Tue | Wed | Thu | Fri | Sat | Sun |
| Decomposition level | 3 | 4 | 4 | 4 | 4 | 3 | 3 | of test (95%) | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | Correlation coefficient | 0.0042 | 0.0038 | 0.0039 | 0.0107 | 0.0041 | 0.0037 | 0.0007 | Input dimension | 2 | 4 | 4 | 2 | 2 | 2 | 2 | Number of rules | 2 | 2 | 2 | 2 | 2 | 2 | 2 | Training (RMSE) | 0.0107 | 0.0028 | 0.0054 | 0.0064 | 0.0054 | 0.0025 | 0.0052 | Predicting (RMSE) | 0.0181 | 0.0171 | 0.0124 | 0.0269 | 0.0095 | 0.0113 | 0.0058 |
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