Research Article
Fuzzy State Transition and Kalman Filter Applied in Short-Term Traffic Flow Forecasting
Table 2
Errors of the combination model.
| | | ARE (%) | MSE (%) | CE | Bay. | PSO | Bay. | PSO | Bay. | PSO |
| Com. | 1 | 10.25 | 11.05 | 19.87 | 21.42 | 0.9423 | 0.9536 | 2 | 9.91 | 7.85 | 18.49 | 16.23 | 0.9566 | 0.9673 | 3 | 9.98 | 8.96 | 19.65 | 17.64 | 0.9531 | 0.9624 | 4 | 10.22 | 9.24 | 19.30 | 18.35 | 0.9453 | 0.9621 | 5 | 10.27 | 8.95 | 19.89 | 17.33 | 0.9441 | 0.9623 | 6 | 10.05 | 8.98 | 19.08 | 17.94 | 0.9451 | 0.9612 | 7 | 10.07 | 9.02 | 19.84 | 17.77 | 0.9453 | 0.9621 | 8 | 10.22 | 8.87 | 19.23 | 17.56 | 0.9435 | 0.9625 |
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