An EEG Database and Its Initial Benchmark Emotion Classification Performance

Table 6

Emotions classification performance using FP1-F7 channel and gamma subband.

	Happy	Sad	Neutral	Fear
Accuracy	97.95	95.86	95.75	99.69
Specificity	96.85	97.56	97.16	99.87
Sensitivity	97.42	90.85	91.59	99.18
Precision	94.95	92.66	91.59	99.61
F1-score	96.17	91.75	91.59	99.39