Table 8.

Accuracy values (%) for arousal and valence binary classification. Values in bold represent the best results for each column.

	DEAP		AMIGOS		DREAMER
	Arousal	Valence	Arousal	Valence	Arousal	Valence
KNN	89.84	89.83	92.46	90.69	93.72	92.16
RF	80.62	85.91	85.98	83.00	93.79	93.65