Research Article

Globality-Locality Preserving Maximum Variance Extreme Learning Machine

Table 5

Classification accuracy (mean± std%) of different methods with different numbers of training samples on the AR database.

AlgorithmsAR
11 Train14 Train17 Train20 Train

LCVELM94.65±0.5896.23±0.5397.43±0.4698.82±0.45
GEELM96.57±0.5697.28±0.7798.52±0.4498.87±0.63
GLELM97.13±0.5898.16±0.4398.81±0.2699.02±0.47