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Accuracy, F-score and AUC of the subject classification using a Neural network for different tasks and mental activity.
| optimum channel | Accuracy | F-score | AUC | |
|---|---|---|---|---|
| Baseline | P3 | 97.1 | 0.97 | 0.98 |
| Multiply | O1 | 97.07 | 0.98 | 0.99 |
| Letter | C4 | 97.1 | 0.97 | 0.98 |
| Rotation | O2 | 98.15 | 0.98 | 1 |
| Count | P4 | 98.3 | 0.98 | 0.99 |
