Research Article
Sparse Graph Embedding Based on the Fuzzy Set for Image Classification
Table 2
The first sparse projection axis and the corresponding sparse load (k = 5) of the proposed method and USSL.
| Features | Mean | Variance | Range | USSL | The proposed method |
| 1 | 13.0 | 0.7 | 3.8 | 0 | 0 | 2 | 2.3 | 1.2 | 5.1 | 0.13 | 0.28 | 3 | 2.4 | 0.08 | 1.9 | 0 | 0 | 4 | 19.5 | 11.2 | 19.4 | 0.09 | 0.36 | 5 | 99.7 | 204.0 | 92.0 | 0.02 | 0 | 6 | 2.3 | 0.4 | 2.9 | 0 | 0 | 7 | 2.0 | 1.0 | 4.7 | −0.99 | −0.95 | 8 | 0.4 | 0.02 | 0.5 | 0 | 0 | 9 | 1.6 | 0.3 | 3.2 | 0 | 0 | 10 | 5.1 | 5.4 | 11.7 | 0 | 0.19 | 11 | 1.0 | 0.05 | 1.2 | 0 | 0 | 12 | 2.6 | 0.5 | 2.7 | 0 | 0 | 13 | 746.9 | 99166.7 | 1402 | 0.0104 | 0.0008 |
|
|