Table 9 Classification results for hybrid CNN-LSTM model.

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

0.97

0.88

NEUTRAL

0.79

0.90

0.84

POSITIVE

0.78

0.51

0.62

Average

0.79

0.80

0.78