TABLE 3.

The average accuracy and F1-measure of different algorithms in valence and arousal classification.

Method	Valence		Arousal
	ACC	F1	ACC	F1
1NN	0.484	0.529	0.504	0.555
TCA	0.49	0.533	0.521	0.583
JDA	0.496	0.535	0.515	0.578
BDA	0.519	0.56	0.538	0.572
JPDA	0.541	0.576	0.568	0.626
JPDA-BPM	0.533	0.615	0.573	0.613
SSJPDA	0.617	0.627	0.635	0.643
SSJPDA-BPM	0.636	0.653	0.644	0.679

The numbers in bold indicate the highest value of the experimental results.