From: Projective complex matrix factorization for facial expression recognition
No. Base | proCMF | NMF | proNMF | conNMF | weiNMF | NeNMF | PCA | GSNMF | uRNGE | usRNGE | sRNGE | ssRNGE |
---|---|---|---|---|---|---|---|---|---|---|---|---|
20 | 76.28 | 55.21 | 40.83 | 21.74 | 53.36 | 62.75 | 61.57 | 61.57 | 24.30 | 46.28 | 31.98 | 60.80 |
30 | 81.92 | 63.39 | 45.29 | 25.87 | 56.26 | 59.68 | 70.66 | 74.73 | 30.83 | 55.19 | 37.69 | 67.48 |
40 | 77.85 | 68.18 | 47.85 | 31.69 | 65.35 | 63.52 | 69.83 | 77.80 | 29.67 | 63.34 | 43.06 | 72.03 |
50 | 85.21 | 67.58 | 50.66 | 33.64 | 69.78 | 65.53 | 70.66 | 75.74 | 32.48 | 74.26 | 45.87 | 77.20 |
60 | 85.87 | 71.61 | 48.26 | 37.48 | 69.19 | 69.72 | 76.45 | 62.51 | 37.85 | 79.81 | 47.52 | 80.63 |
70 | 84.85 | 73.42 | 47.60 | 43.22 | 76.27 | 71.25 | 77.69 | 75.09 | 41.65 | 84.77 | 48.93 | 82.10 |
80 | 85.21 | 74.91 | 49.92 | 45.79 | 76.62 | 63.05 | 79.34 | 74.20 | 45.95 | 87.66 | 51.82 | 84.41 |
90 | 86.03 | 78.29 | 50.00 | 49.30 | 78.93 | 58.74 | 79.34 | 77.86 | 47.36 | 89.73 | 53.80 | 86.36 |
100 | 87.60 | 81.90 | 49.83 | 50.91 | 78.87 | 43.80 | 81.82 | 75.03 | 46.42 | 89.02 | 58.93 | 88.12 |
Ave. | 83.42 | 70.50 | 47.81 | 37.74 | 69.40 | 62.00 | 74.15 | 72.73 | 37.39 | 74.45 | 46.62 | 77.68 |