An EEG Database and Its Initial Benchmark Emotion Classification Performance

Table 4

Emotions classification performance using gamma subband of FP2-F8 channel.

	Happy	Sad	Neutral	Fear
Accuracy	96.07	94.85	93.92	96.95
Specificity	97.42	96.85	95.54	98.38
Sensitivity	92.31	90.02	89.08	93.14
Precision	92.75	90.18	87.01	95.57
F1-score	92.53	90.10	88.03	94.34