Table 6 The majority voting of the rhythm’s achievements for final emotion recognition (HV vs LV)
From: Two-stepped majority voting for efficient EEG-based emotion classification
Top 5 EEG channel achievements | Sensitivity (%) | Specificity (%) | Accuracy (%) |
|---|---|---|---|
Majority voted alpha | 86.95 | 79.41 | 83.75 |
Majority voted alpha* | 86.95 | 79.41 | 83.75 |
Majority voted beta | 97.83 | 61.77 | 82.50 |
Majority voted theta | 95.65 | 58.82 | 80.00 |
Majority voted delta | 97.83 | 61.77 | 82.50 |
Majority voting of rhythms | 100.00 | 67.65 | 86.25 |