TABLE V.

AU detection on the FERA dataset

	AUC					F1 Score
AU	SVM	KMM	T-SVM	DA-SVM	IF	SVM	KMM	T-SVM	DA-SVM	IF
1	71.5	43.3	72.2	83.3	84.3	56.5	48.5	60.3	59.1	68.1
2	73.9	51.0	74.3	76.8	73.3	56.9	50.2	58.5	57.1	65.5
4	58.5	53.5	42.8	66.6	60.0	43.5	39.8	36.9	46.3	43.3
6	80.4	60.2	81.1	91.1	87.7	63.7	58.7	63.8	72.7	71.6
7	66.9	59.4	70.8	76.9	75.4	63.1	63.5	63.7	68.3	66.2
12	77.7	58.8	74.8	74.5	84.7	79.1	68.4	77.6	75.5	82.1
15	55.5	58.7	67.2	67.5	67.8	33.4	35.2	35.2	41.3	39.3
17	59.8	51.8	63.8	66.5	63.3	32.0	27.8	36.2	42.0	35.9
Avg	68.0	54.6	68.4	75.4	74.51	53.5	49.0	54.0	57.8	59.0