Research Article
Concurrent, Performance-Based Methodology for Increasing the Accuracy and Certainty of Short-Term Neural Prediction Systems
Table 3
GNI forecasting errors of different ANN approaches.
| Error type | 7 neurons FFAP | 9 neurons FFAP | 10 neurons FFAP | Aver. FFAP | MAE weighted | RMSE weighted | MSE weighted |
| MAE | 5.47 | 9.22 | 10.34 | 3.47 | 3.00 | 2.95 | 2.36 | RMSE | 6.85 | 10.68 | 14.36 | 4.78 | 3.70 | 3.20 | 2.60 | MSE | 46.92 | 114.02 | 206.23 | 22.84 | 13.68 | 12.27 | 6.77 | MAPE | 13.26 | 23.12 | 24.71 | 8.60 | 7.47 | 7.39 | 5.99 |
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