Improving Covariance-Regularized Discriminant Analysis for EHR-based Predictive Analytics of Diseases

Sijia Yang, Haoyi Xiong, Kaibo Xu +3

Linear Discriminant Analysis (LDA) is a well-known technique for feature extraction and dimension reduction. The performance of classical LDA, however, significantly degrades on th…