Screening Methods for Classification Based on Non-parametric Bayesian Tests

Naveed Merchant, Jeffrey D. Hart

Feature or variable selection is a problem inherent to large data sets. While many methods have been proposed to deal with this problem, some can scale poorly with the number of pr…