Characterization of a Family of Algorithms for Generalized Discriminant Analysis on Undersampled Problems

A generalized discriminant analysis based on a new optimization criterion is presented. The criterion extends the optimization criteria of the classical Linear Discriminant Analysis (LDA) when the ...