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Classification accuracy obtained from fMRI features, MEG-Delta, MEG-Alpha and MEG-Beta features and combination of MEG features by using an ensemble method.
| Static FNC | fMRI (%) | MEG | |||
|---|---|---|---|---|---|
| Delta (%) | Alpha (%) | Beta (%) | Ensemble (%) | ||
| NBC | 72.53 | 72.53 | 70.33 | 68.13 | 74.73 |
| nSVM | 69.23 | 73.63 | 71.43 | 74.73 | 75.82 |
| LDF | 69.23 | 72.53 | 71.43 | 59.34 | 74.73 |
| Average | 70.33 | 72.90 | 71.06 | 67.40 | 75.09 |
| (std) | (1.91) | (0.64) | (0.64) | (7.72) | (0.63) |
