Spectrally-Corrected and Regularized Linear Discriminant Analysis for Spiked Covariance Model

Hua Li, Wenya Luo, Zhidong Bai +2

This paper proposes an improved linear discriminant analysis called spectrally-corrected and regularized LDA (SRLDA). This method integrates the design ideas of the sample spectral…