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Table 3 The best accuracy (std) of different methods on the Cohn-Kanade database

From: Facial expression recognition using local binary patterns and discriminant kernel locally linear embedding

Method

LDA

PCA

KLDA

KPCA

LLE

SLLE

DKLLE

Dimension

6

55

6

60

70

40

30

Accuracy (%)

90.18 ± 3.0

92.43 ± 3.3

93.32 ± 3.0

92.59 ± 3.6

83.67 ± 3.4

92.64 ± 3.2

95.85 ± 3.2