Methods\testing faces | Subset 2 | Subset 3 | Subset 4 | Subset 5 | Average |
---|---|---|---|---|---|
PCA+Euclidean | 70.18 | 19.52 | 2.63 | 2.63 | 23.74 |
PCA+Mahalanobis | 66.67 | 34.17 | 19.29 | 18.42 | 34.64 |
KPCA-p | 75.57 | 22.85 | 2.13 | 2.77 | 25.83 |
KPCA-g | 76.67 | 25.48 | 3.57 | 2.91 | 27.16 |
LDA+Euclidean | 100.00 | 89.91 | 26.50 | 4.02 | 55.11 |
LDA+Mahalanobis | 88.33 | 72.50 | 27.86 | 7.89 | 49.15 |
KLDA-p | 98.68 | 64.69 | 24.66 | 4.57 | 48.15 |
KLDA-g | 99.56 | 74.34 | 26.54 | 4.71 | 51.29 |
LRC | 100.00 | 98.03 | 51.69 | 11.77 | 65.37 |
RLRC | 100.00 | 98.68 | 60.34 | 22.16 | 70.30 |
SRC | 95.83 | 41.67 | 17.86 | 23.68 | 44.76 |
LPP | 100.00 | 80.00 | 30.71 | 13.68 | 50.10 |
NPE | 97.50 | 49.17 | 19.29 | 15.79 | 45.44 |
IPCR | 100.00 | 96.67 | 56.43 | 16.84 | 67.49 |
URC | 100.00 | 97.50 | 57.14 | 21.05 | 68.92 |
LDRC | 100.00 | 75.83 | 39.29 | 17.37 | 58.12 |
LBP | 96.67 | 70.00 | 31.43 | 23.68 | 55.40 |
KLRC-p | 100.00 | 98.68 | 77.82 | 46.26 | 80.69 |
KLRC-g | 100.00 | 98.68 | 79.51 | 45.01 | 80.80 |