Table 15 Classification results for the sigmoid SVM.
From: Segmentation-enhanced approach for emotion detection from EEG signals using the fuzzy C-mean and SVM
Class | Precision | Recall | F1-score |
---|---|---|---|
NEGATIVE | 0.81 | 0.92 | 0.86 |
NEUTRAL | 0.98 | 0.98 | 0.98 |
POSITIVE | 0.89 | 0.76 | 0.82 |
Average | 0.89 | 0.89 | 0.89 |