Examining the Properties of Multi-class Logistic Regression by Dimensional Change

Abstract

In this paper, we consider a method to improve the multi-class logistic regression analysis. For the proposed method, we consider the characteristics of data matrix from the perspective of numerical analysis. We also consider the characteristics of data matrix from the perspective of eigenvalue distribution.