Table 11 The majority voting of the rhythm’s achievements for final emotion recognition (HA vs LA)
From: Two-stepped majority voting for efficient EEG-based emotion classification
Top 5 EEG channel achievements | Sensitivity (%) | Specificity (%) | Accuracy (%) |
|---|---|---|---|
Majority voted alpha | 97.92 | 31.25 | 71.25 |
Majority voted beta | 81.25 | 53.13 | 70.00 |
Majority voted theta | 89.58 | 62.50 | 78.75 |
Majority voted delta | 95.83 | 46.88 | 76.25 |
Majority voted theta* | 89.58 | 62.50 | 78.75 |
Majority voting of rhythms | 93.75 | 71.88 | 85.00 |