EEG-Based Emotion Classification for Verifying the Korean Emotional Movie Clips with Support Vector Machine (SVM)

<div>The confusion matrix using proposed channels with alpha and beta frequency band (8–30 Hz); (a) 6 emotions (left, 88.27%), (b) 5 emotions (right, 94.27%) (<i>A</i>: Anger, <i>E</i>: Excitement, <i>F</i>: Fear, <i>H</i>: Happiness, <i>N</i>: Neutral, <i>S</i>: Sadness).</div>

Complexity

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Figure 7

Figure 7: EEG-Based Emotion Classification for Verifying the Korean Emotional Movie Clips with Support Vector Machine (SVM) 