Research Article
A Similar Distribution Discriminant Analysis with Orthogonal and Nearly Statistically Uncorrelated Characteristics
Table 2
The comparison of experimental results on the FERET face database.
| Number of features | Minimum distance measurement | Nearest neighbor measurement | SDDA | CLDA | FSLDA | PCA | SDDA | CLDA | FSLDA | PCA |
| 9 | 54.17 | 16.02 | 14.96 | 31.85 | 53.35 | 16.04 | 15.02 | 36.02 | 19 | 70.27 | 36.54 | 27.56 | 51.69 | 71.27 | 36.31 | 27.46 | 54.90 | 29 | 75.33 | 49.27 | 33.77 | 58.79 | 75.79 | 48.88 | 33.52 | 61.44 | 39 | 77.46 | 55.63 | 36.23 | 62.54 | 77.63 | 55.52 | 35.71 | 64.08 | 49 | 78.42 | 61.54 | 38.46 | 64.69 | 78.50 | 61.98 | 38.06 | 65.27 | 59 | 78.79 | 65.29 | 36.60 | 65.52 | 79.06 | 66.00 | 36.83 | 66.58 | 69 | 78.92 | 67.73 | 35.40 | 66.60 | 78.85 | 67.15 | 36.29 | 67.10 | 79 | 79.13 | 70.42 | 35.10 | 66.71 | 78.73 | 70.60 | 35.23 | 68.42 | 89 | 79.00 | 72.38 | 34.67 | 67.23 | 78.85 | 73.81 | 35.63 | 68.38 | 99 | 78.98 | 72.58 | 33.23 | 67.65 | 78.69 | 74.19 | 34.69 | 68.81 |
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