An EEG Database and Its Initial Benchmark Emotion Classification Performance

Table 3

Emotions classification performance using gamma subband of FP2-F4 channel.

	Happy	Sad	Neutral	Fear
Accuracy	95.71	93.63	94.15	97.68
Specificity	96.83	96.01	96.29	98.13
Sensitivity	92.59	86.76	88.00	96.48
Precision	91.26	88.30	89.17	94.98
F1-score	91.92	87.52	88.58	95.72