Research Article
Concurrent, Performance-Based Methodology for Increasing the Accuracy and Certainty of Short-Term Neural Prediction Systems
Table 6
Traffic ANN forecasting for three most accurate FFAPs.
| Sample number | True value | 3 neurons | 4 neurons | 5 neurons |
| 1 | 12.00 | 13.20 | 16.27 | −23.84 | 2 | 3.67 | –26.15 | 9.22 | 1.16 | 3 | 2.67 | 26.61 | –34.38 | −25.58 | 4 | –5.33 | –92.84 | –13.90 | −34.12 | 5 | –7.00 | –2.21 | 26.67 | −40.55 | 6 | –12.67 | –14.42 | –7.51 | −37.49 | 7 | –11.67 | –18.03 | –25.44 | –17.15 | 8 | –19.67 | –17.49 | –22.77 | 3.46 | 9 | –30.00 | –59.27 | –72.45 | –55.44 | 10 | –40.33 | –94.37 | –94.53 | –49.01 | 11 | –42.33 | –37.72 | –91.69 | –33.72 |
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