Research Article

Globality-Locality Preserving Maximum Variance Extreme Learning Machine

Table 6

Classification accuracy (mean± std%) of different methods with different numbers of training samples on the Isolet1 database.

AlgorithmsIsolet1
5 Train8 Train11 Train14 Train

LCVELM81,35±1.3785.66±1.0286.94±1.1288.11±0.45
GEELM81.98±1.5286.56±1.0088.48±1.1290.07±0.63
GLELM83.17±1.0587.77±0.6889.68±0.8391.23±0.47