A multivariate adaptive stochastic search method for dimensionality reduction in classification

Tian Siva Tian, Gareth M. James, Rand R. Wilcox

High-dimensional classification has become an increasingly important problem. In this paper we propose a "Multivariate Adaptive Stochastic Search" (MASS) approach which first reduc…