A gradient-based variable selection for binary classification in reproducing kernel Hilbert space

Jongkyeong Kang, Seung Jun Shin

Variable selection is essential in high-dimensional data analysis. Although various variable selection methods have been developed, most rely on the linear model assumption. This a…