Research Article
Dimensionality Reduction with Sparse Locality for Principal Component Analysis
Table 3
The comparison of average accuracy for the image datasets.
| Data | % | L1/2-GLPCA | p-GLPCA | SLPCA | | | | |
| EYale-B | trr | 65.24 | 68.81 | 74.88 | 76.17 | 77.44 | tsr | 68.58 | 70.98 | 72.23 | 68.49 | 69.99 |
| ORL face | trr | 57.57 | 58.09 | 63.25 | 66.22 | 66.67 | tsr | 64.00 | 69.46 | 64.95 | 69.53 | 70.80 |
| CMU_PIE | trr | 56.13 | 65.36 | 67.86 | 77.00 | 77.74 | tsr | 67.25 | 64.18 | 68.43 | 70.62 | 70.70 |
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