An EEG Database and Its Initial Benchmark Emotion Classification Performance

Table 5

Emotions classification performance using FP1-F3 channel and gamma subband.

	Happy	Sad	Neutral	Fear
Accuracy	98.33	95.25	94.72	99.74
Specificity	98.72	96.77	96.59	99.75
Sensitivity	97.22	90.74	89.17	99.72
Precision	96.42	90.50	89.78	99.30
F1-score	96.82	90.62	89.47	99.51