TABLE VI.

AU detection on the RU-FACS dataset

	AUC					F1 Score
AU	SVM	KMM	T-SVM	DA-SVM	IF	SVM	KMM	T-SVM	DA-SVM	IF
1	72.0	74.0	72.0	77.0	83.9	40.8	37.7	37.4	35.5	55.3
2	66.6	58.6	71.1	76.5	82.4	35.7	32.2	36.2	34.1	52.6
4	74.8	62.2	50.0	76.4	82.4	25.2	14.5	11.2	35.3	30.4
6	89.1	88.8	61.6	60.3	93.1	58.3	39.2	33.1	42.9	72.4
12	86.7	87.0	86.7	84.4	92.3	61.9	63.0	62.6	71.4	72.3
14	71.8	67.8	74.4	70.4	87.4	31.3	25.8	25.8	40.9	51.0
15	72.5	68.8	73.5	58.1	86.1	32.3	29.5	32.3	34.9	45.4
17	78.5	76.7	79.5	75.7	89.6	39.5	35.6	44.0	46.5	55.3
Avg	76.5	72.3	71.1	72.3	86.3	40.6	37.3	40.6	42.7	54.3