The role of eigenvalues in linear feature selection theory

摘要

A family of examples is constructed to show that if B is the k × n matrix (Ik|Z)U, where U is an n × n orthogonal matrix, then the eigenvalues of U do not affect the value of divergence DB in the space of reduced dimension.