Table 12 Classification results for the linear SVM.

From: Segmentation-enhanced approach for emotion detection from EEG signals using the fuzzy C-mean and SVM

Class

Precision

Recall

F1-score

NEGATIVE

0.97

0.98

0.97

NEUTRAL

0.99

0.99

0.99

POSITIVE

0.97

0.96

0.97

Average

0.98

0.98

0.98