Research Article

Large Margin Graph Embedding-Based Discriminant Dimensionality Reduction

Table 5

The classification performance (%) on the CMIU-PIE09 dataset.

Methodl = 10 (k0 = 5, a = 0.8)l = 8 (k0 = 5, a = 0.8)l = 6 (k0 = 5, a = 0.8)

MFA72.452.67 (60)63.472.35 (60)53.171.65 (60)
DNE72.601.79 (60)64.561.81 (60)54.891.67 (60)
MNMDP93.240.89 (60)91.111.01 (60)87.510.97 (60)
DAG-DNE93.920.73 (56)92.651.02 (59)90.560.88 (59)
LMGE-DDR94.290.61 (60)93.310.83 (52)91.350.83 (54)