Table 6.

Mean F1-Scores for Valence and Arousal recognition of Dataset II, relayed per participant and device. Obtained using ARF (with four trees), a window length of 1 s, and progressive delayed validation with a label delay of 86 s. The bold values represent the highest scores, and the last row shows the mean F1-Score of all participants.

Participant ID	Valence		Arousal
	Crown	Muse	Crown	Muse
3	0.338	0.584	0.614	0.718
4	0.674	0.429	0.551	0.575
5	0.282	0.554	0.355	0.69
6	0.357	0.27	0.608	0.619
7	0.568	0.574	0.698	0.769
8	0.266	0.286	0.561	0.574
9	0.553	0.53	0.719	0.749
10	0.767	0.561	0.784	0.691
11	0.469	0.207	0.676	0.418
12	0.443	0.51	0.575	0.679
13	0.335	0.451	0.646	0.711
Mean	0.476	0.46	0.637	0.637