Research Article
Coercively Adjusted Auto Regression Model for Forecasting in Epilepsy EEG
Table 3
Forecast time comparisons.
| Forecasting time points | 500 (training time points) | 1000 (training time points) | ANN | Fuzzy | NN | CA-AR (5) | ANN | Fuzzy | NN | CA-AR (5) |
| 150 | 0.5304 | 186.94 | 1.060 | 0.0780 | 4.430 | 675.38 | 1.669 | 0.0156 | 1500 | 0.9516 | — | 13.722 | 0.0499 | 5.004 | — | 13.887 | 0.0811 | 2000 | 0.9953 | — | 20.439 | 0.0749 | 4.995 | — | 20.689 | 0.0718 | 2500 | 0.9766 | — | 28.189 | 0.0967 | 5.098 | — | 29.178 | 0.0874 | 3000 | 1.0764 | — | 32.723 | 0.0748 | 5.248 | — | 37.272 | 0.0736 |
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