Table 4 Top 5 EEG channel achievements on theta rhythm for HV vs LV classification
From: Two-stepped majority voting for efficient EEG-based emotion classification
Top 5 EEG channel achievements | Sensitivity (%) | Specificity (%) | Accuracy (%) |
|---|---|---|---|
Fp1 | 67.39 | 50.00 | 60.00 |
F3 | 71.74 | 58.82 | 66.25 |
PO4 | 76.09 | 52.94 | 66.25 |
Fc2 | 80.44 | 55.88 | 70.00 |
Fp2 | 82.61 | 32.35 | 61.25 |
Majority voting | 95.65 | 58.82 | 80.00 |