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