Research Article
Concurrent, Performance-Based Methodology for Increasing the Accuracy and Certainty of Short-Term Neural Prediction Systems
Table 7
Traffic flow forecasting errors of different ANN approaches.
| Error type | 5 neurons FFAP | 4 neurons FFAP | 3 neurons FFAP | Aver. FFAP | MAE weighted | RMSE weighted | MSE weighted |
| MAE | 20.46 | 23.38 | 22.32 | 16.60 | 16.53 | 16.44 | 18.17 | RMSE | 23.39 | 30.20 | 34.37 | 21.32 | 21.02 | 20.54 | 22.31 | MSE | 547.34 | 911.99 | 1181.01 | 454.45 | 441.86 | 421.84 | 497.88 | MAPE | 266.59 | 253.19 | 341.13 | 186.23 | 186.41 | 204.37 | 187.39 |
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