Research Article
Concurrent, Performance-Based Methodology for Increasing the Accuracy and Certainty of Short-Term Neural Prediction Systems
Table 5
Forecasting traffic flow weight coefficients based on the networks’ training set accuracy.
| Weights coefficients | 5 neurons, 1st most accurate | 3 neurons, 2nd most accurate | 4 neurons, 3rd most accurate |
| Averaged | 33.33 | 33.33 | 33.33 | MAE based | 35.34 | 33.73 | 30.93 | RMSE based | 39.07 | 34.33 | 26.60 | MSE based | 44.73 | 34.54 | 20.73 |
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