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. Author manuscript; available in PMC: 2016 Jun 23.
Published in final edited form as: IEEE Int Conf Autom Face Gesture Recognit Workshops. 2015 May;1:10.1109/FG.2015.7163082. doi: 10.1109/FG.2015.7163082

TABLE VII.

Cross-dataset AU detecttion: RU-FACS→FERA

AUC F1 Score

AU SVM KMM T-SVM DA-SVM IF SVM KMM T-SVM DA-SVM IF
1 44.7 48.8 43.7 56.9 63.2 46.3 46.4 41.8 46.1 50.4
2 52.8 70.5 52.1 52.3 74.0 47.4 54.2 38.6 45.4 54.6
4 52.7 55.4 54.2 52.7 58.6 57.1 57.1 40.2 42.9 57.4
6 73.5 55.2 77.1 79.9 83.4 60.7 55.2 52.8 56.3 72.7
12 56.8 60.1 70.9 76.1 78.1 67.7 67.7 63.5 62.6 71.5
15 55.1 52.1 59.3 60.2 58.6 31.5 32.8 29.7 26.4 41.1
17 44.3 41.1 39.1 46.2 52.7 27.3 27.1 24.3 24.6 31.4

Avg 54.3 54.8 56.6 60.6 66.9 48.3 48.6 41.6 43.5 54.2