Structural Effect and Spectral Enhancement of High-Dimensional Regularized Linear Discriminant Analysis

Yonghan Zhang, Zhangni Pu, Lu Yan +1

Regularized linear discriminant analysis (RLDA) is a widely used tool for classification and dimensionality reduction, but its performance in high-dimensional scenarios is inconsis…