Table 10 Classification results for hybrid CNN-LSTM with random forest 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

0.90

0.85

NEUTRAL

0.82

0.82

0.82

POSITIVE

0.68

0.60

0.63

Average

0.77

0.78

0.77

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