Research Article
Large Margin Graph Embedding-Based Discriminant Dimensionality Reduction
Table 3
The classification performance on the UMIST dataset (%).
| | Method | l = 10(k0 = 7, a = 0.8) | l = 11 (k0 = 7, a = 0.8) | l = 12(k0 = 7, a = 0.8) |
| | MFA | 95.811.42 (35) | 96.541.01 (40) | 95.811.42 (35) | | DNE | 97.451.11 (12) | 97.981.17 (10) | 97.451.11 (12) | | MNMDP | 98.160.84 (12) | 98.521.01 (10) | 98.160.84 (12) | | DAG-DNE | 98.430.68 (26) | 98.910.76 (18) | 99.130.62 (24) | | LMGE-DDR | 98.850.51 (24) | 99.040.54 (22) | 99.350.59 (24) |
|
|
