From: Projective complex matrix factorization for facial expression recognition
No. base | proCMF | NMF | proNMF | conNMF | weiNMF | NeNMF | PCA | GSNMF | uRNGE | usRNGE | sRNGE | ssRNGE |
---|---|---|---|---|---|---|---|---|---|---|---|---|
20 | 94.86 | 85.41 | 73.78 | 41.28 | 85.06 | 94.30 | 66.94 | 95.60 | 30.87 | 32.35 | 48.82 | 87.00 |
30 | 96.09 | 90.99 | 78.74 | 58.99 | 91.07 | 89.30 | 78.93 | 96.69 | 40.93 | 71.97 | 56.84 | 92.98 |
40 | 96.55 | 93.88 | 82.21 | 73.55 | 94.17 | 90.27 | 80.99 | 96.01 | 45.37 | 92.65 | 62.54 | 94.34 |
50 | 97.02 | 94.50 | 84.84 | 80.27 | 94.75 | 91.80 | 86.78 | 96.71 | 51.94 | 93.18 | 66.94 | 95.08 |
60 | 97.02 | 95.06 | 83.66 | 87.40 | 94.92 | 92.34 | 88.02 | 96.57 | 55.45 | 94.88 | 72.44 | 95.31 |
70 | 97.21 | 95.18 | 85.31 | 90.42 | 95.62 | 93.31 | 89.05 | 96.71 | 55.19 | 95.25 | 73.45 | 94.77 |
80 | 97.21 | 95.93 | 85.89 | 91.57 | 95.58 | 93.27 | 91.12 | 96.84 | 60.29 | 94.70 | 75.12 | 94.65 |
90 | 97.29 | 95.95 | 86.53 | 92.42 | 95.87 | 93.26 | 91.53 | 96.82 | 62.46 | 94.74 | 77.87 | 94.30 |
100 | 97.15 | 96.03 | 88.55 | 92.03 | 95.62 | 94.17 | 91.53 | 96.86 | 78.60 | 94.65 | 78.99 | 93.68 |
Ave. | 96.71 | 93.66 | 83.28 | 78.66 | 93.63 | 92.45 | 84.99 | 96.54 | 53.46 | 84.93 | 68.11 | 93.57 |