Table 9 Importance of different microstate features
From: EEG-based classification of epilepsy and PNES: EEG microstate and functional brain network features
| Â | Combination of all features | All without occurrence | All without duration | All without coverage |
|---|---|---|---|---|
Accuracy, Precision, Recall | ||||
 Alpha-band | 0.572, 0.575, 0.572 | 0.562, 0.566, 0.562 | 0.546, 0.546, 0.546 | 0.552, 0.557, 0.552 |
 Beta-band | 0.808, 0.851, 0.808 | 0.820, 0.863, 0.820 | 0.794, 0.836, 0.794 | 0.774, 0.811, 0.774 |
 Delta-band | 0.650, 0.663, 0.650 | 0.646, 0.658, 0.646 | 0.618, 0.625, 0.618 | 0.696, 0.714, 0.696 |
 Theta-band | 0.634, 0.645, 0.634 | 0.634, 0.639, 0.634 | 0.624, 0.635, 0.624 | 0.628, 0.639, 0.628 |