The Geometry of Nonlinear Embeddings in Kernel Discriminant Analysis

Jiae Kim, Yoonkyung Lee, Zhiyu Liang

Fisher's linear discriminant analysis is a classical method for classification, yet it is limited to capturing linear features only. Kernel discriminant analysis as an extension is…