Orthogonal Least Squares Based Fast Feature Selection for Linear Classification

Sikai Zhang, Zi-Qiang Lang

An Orthogonal Least Squares (OLS) based feature selection method is proposed for both binomial and multinomial classification. The novel Squared Orthogonal Correlation Coefficient…