Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis

Wei Bian, Dacheng Tao

Fisher's linear discriminant analysis (FLDA) is an important dimension reduction method in statistical pattern recognition. It has been shown that FLDA is asymptotically Bayes opti…